warning: commands will be executed using /bin/sh
job 3003 at Sat Mar 22 11:52:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140313/YutaMouse20-140313/YutaMouse20-140313
ElecNo	1
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 3874977 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1291659 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 67741 members 
Mstep: Class 3 contains 68069 members 
Mstep: Class 4 contains 67618 members 
Mstep: Class 5 contains 68282 members 
Mstep: Class 6 contains 67833 members 
Mstep: Class 7 contains 68228 members 
Mstep: Class 8 contains 67500 members 
Mstep: Class 9 contains 67981 members 
Mstep: Class 10 contains 67862 members 
Mstep: Class 11 contains 68079 members 
Mstep: Class 12 contains 67960 members 
Mstep: Class 13 contains 68109 members 
Mstep: Class 14 contains 67813 members 
Mstep: Class 15 contains 67836 members 
Mstep: Class 16 contains 68693 members 
Mstep: Class 17 contains 67892 members 
Mstep: Class 18 contains 68089 members 
Mstep: Class 19 contains 67840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1596.246582 but Gain 3489.718750
Score: -128338824.000000 Penalty: 62814.898438
Iteration 0F: 19 clusters Score -1.283388e+08 nChanged 1216387
Entering Unmasked Mstep 
Mstep: Class 0 contains 3400 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 70827 members 
Mstep: Class 3 contains 72505 members 
Mstep: Class 4 contains 195938 members 
Mstep: Class 6 contains 95845 members 
Mstep: Class 7 contains 71476 members 
Mstep: Class 8 contains 49071 members 
Mstep: Class 9 contains 221620 members 
Mstep: Class 10 contains 47511 members 
Mstep: Class 11 contains 62558 members 
Mstep: Class 12 contains 25130 members 
Mstep: Class 13 contains 41027 members 
Mstep: Class 14 contains 50160 members 
Mstep: Class 15 contains 32105 members 
Mstep: Class 16 contains 57080 members 
Mstep: Class 17 contains 64639 members 
Mstep: Class 18 contains 79432 members 
Mstep: Class 19 contains 26948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133352640.000000 Penalty: 62814.898438
Iteration 1F: 19 clusters Score -1.333526e+08 nChanged 535991
Entering Unmasked Mstep 
Mstep: Class 0 contains 3158 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 67138 members 
Mstep: Class 3 contains 62640 members 
Mstep: Class 4 contains 185785 members 
Mstep: Class 6 contains 63931 members 
Mstep: Class 7 contains 53537 members 
Mstep: Class 8 contains 34151 members 
Mstep: Class 9 contains 336128 members 
Mstep: Class 10 contains 53489 members 
Mstep: Class 11 contains 46878 members 
Mstep: Class 12 contains 15066 members 
Mstep: Class 13 contains 49308 members 
Mstep: Class 14 contains 52215 members 
Mstep: Class 15 contains 30659 members 
Mstep: Class 16 contains 35363 members 
Mstep: Class 17 contains 67305 members 
Mstep: Class 18 contains 75418 members 
Mstep: Class 19 contains 36537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134910016.000000 Penalty: 62814.898438
Iteration 2F: 19 clusters Score -1.3491e+08 nChanged 379848
Entering Unmasked Mstep 
Mstep: Class 0 contains 3136 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 56291 members 
Mstep: Class 3 contains 62163 members 
Mstep: Class 4 contains 200742 members 
Mstep: Class 6 contains 34479 members 
Mstep: Class 7 contains 53023 members 
Mstep: Class 8 contains 25340 members 
Mstep: Class 9 contains 341057 members 
Mstep: Class 10 contains 85974 members 
Mstep: Class 11 contains 32996 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 60582 members 
Mstep: Class 14 contains 63007 members 
Mstep: Class 15 contains 33851 members 
Mstep: Class 16 contains 24717 members 
Mstep: Class 17 contains 70340 members 
Mstep: Class 18 contains 77284 members 
Mstep: Class 19 contains 36991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136078048.000000 Penalty: 62814.898438
Iteration 3F: 19 clusters Score -1.36078e+08 nChanged 286808
Entering Unmasked Mstep 
Mstep: Class 0 contains 3127 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 63262 members 
Mstep: Class 3 contains 77962 members 
Mstep: Class 4 contains 193284 members 
Mstep: Class 6 contains 18911 members 
Mstep: Class 7 contains 53695 members 
Mstep: Class 8 contains 22269 members 
Mstep: Class 9 contains 324756 members 
Mstep: Class 10 contains 119815 members 
Mstep: Class 11 contains 32071 members 
Mstep: Class 12 contains 11728 members 
Mstep: Class 13 contains 70690 members 
Mstep: Class 14 contains 57981 members 
Mstep: Class 15 contains 34669 members 
Mstep: Class 16 contains 23265 members 
Mstep: Class 17 contains 61407 members 
Mstep: Class 18 contains 75947 members 
Mstep: Class 19 contains 33122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136751920.000000 Penalty: 62814.898438
Iteration 4F: 19 clusters Score -1.367519e+08 nChanged 221657
Entering Unmasked Mstep 
Mstep: Class 0 contains 3092 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 73953 members 
Mstep: Class 3 contains 92525 members 
Mstep: Class 4 contains 183883 members 
Mstep: Class 6 contains 14496 members 
Mstep: Class 7 contains 53268 members 
Mstep: Class 8 contains 23363 members 
Mstep: Class 9 contains 298864 members 
Mstep: Class 10 contains 130057 members 
Mstep: Class 11 contains 43113 members 
Mstep: Class 12 contains 13845 members 
Mstep: Class 13 contains 82798 members 
Mstep: Class 14 contains 51222 members 
Mstep: Class 15 contains 33938 members 
Mstep: Class 16 contains 27505 members 
Mstep: Class 17 contains 47797 members 
Mstep: Class 18 contains 76128 members 
Mstep: Class 19 contains 27989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137284224.000000 Penalty: 62814.898438
Iteration 5F: 19 clusters Score -1.372842e+08 nChanged 181247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2856 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 74895 members 
Mstep: Class 3 contains 100412 members 
Mstep: Class 4 contains 204025 members 
Mstep: Class 6 contains 14388 members 
Mstep: Class 7 contains 51552 members 
Mstep: Class 8 contains 25777 members 
Mstep: Class 9 contains 253295 members 
Mstep: Class 10 contains 123981 members 
Mstep: Class 11 contains 54030 members 
Mstep: Class 12 contains 15317 members 
Mstep: Class 13 contains 103357 members 
Mstep: Class 14 contains 44894 members 
Mstep: Class 15 contains 31876 members 
Mstep: Class 16 contains 28611 members 
Mstep: Class 17 contains 42123 members 
Mstep: Class 18 contains 79003 members 
Mstep: Class 19 contains 23806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137677024.000000 Penalty: 62814.898438
Iteration 6F: 19 clusters Score -1.37677e+08 nChanged 169696
Entering Unmasked Mstep 
Mstep: Class 0 contains 1919 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 60203 members 
Mstep: Class 3 contains 107881 members 
Mstep: Class 4 contains 253726 members 
Mstep: Class 6 contains 14838 members 
Mstep: Class 7 contains 49676 members 
Mstep: Class 8 contains 28586 members 
Mstep: Class 9 contains 189677 members 
Mstep: Class 10 contains 116615 members 
Mstep: Class 11 contains 61759 members 
Mstep: Class 12 contains 16529 members 
Mstep: Class 13 contains 113105 members 
Mstep: Class 14 contains 37588 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 28465 members 
Mstep: Class 17 contains 51836 members 
Mstep: Class 18 contains 85586 members 
Mstep: Class 19 contains 21112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137988512.000000 Penalty: 62814.898438
Iteration 7F: 19 clusters Score -1.379885e+08 nChanged 138825
Entering Unmasked Mstep 
Mstep: Class 0 contains 757 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 44181 members 
Mstep: Class 3 contains 113746 members 
Mstep: Class 4 contains 293468 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 47645 members 
Mstep: Class 8 contains 31598 members 
Mstep: Class 9 contains 140328 members 
Mstep: Class 10 contains 114321 members 
Mstep: Class 11 contains 66694 members 
Mstep: Class 12 contains 18015 members 
Mstep: Class 13 contains 118160 members 
Mstep: Class 14 contains 31476 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 28476 members 
Mstep: Class 17 contains 68331 members 
Mstep: Class 18 contains 85536 members 
Mstep: Class 19 contains 17841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227984.000000 Penalty: 62814.898438
Iteration 8F: 19 clusters Score -1.38228e+08 nChanged 94141
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 32399 members 
Mstep: Class 3 contains 118668 members 
Mstep: Class 4 contains 300404 members 
Mstep: Class 6 contains 15523 members 
Mstep: Class 7 contains 43976 members 
Mstep: Class 8 contains 34733 members 
Mstep: Class 9 contains 127598 members 
Mstep: Class 10 contains 115541 members 
Mstep: Class 11 contains 70098 members 
Mstep: Class 12 contains 19445 members 
Mstep: Class 13 contains 121351 members 
Mstep: Class 14 contains 25660 members 
Mstep: Class 15 contains 27850 members 
Mstep: Class 16 contains 28503 members 
Mstep: Class 17 contains 84743 members 
Mstep: Class 18 contains 82142 members 
Mstep: Class 19 contains 14312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138404000.000000 Penalty: 62814.898438
Iteration 9F: 19 clusters Score -1.38404e+08 nChanged 68395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 25292 members 
Mstep: Class 3 contains 123312 members 
Mstep: Class 4 contains 292747 members 
Mstep: Class 6 contains 15659 members 
Mstep: Class 7 contains 39265 members 
Mstep: Class 8 contains 37757 members 
Mstep: Class 9 contains 134754 members 
Mstep: Class 10 contains 117600 members 
Mstep: Class 11 contains 72780 members 
Mstep: Class 12 contains 20382 members 
Mstep: Class 13 contains 123397 members 
Mstep: Class 14 contains 20871 members 
Mstep: Class 15 contains 26759 members 
Mstep: Class 16 contains 28166 members 
Mstep: Class 17 contains 97316 members 
Mstep: Class 18 contains 77959 members 
Mstep: Class 19 contains 11625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138490704.000000 Penalty: 62814.898438
Iteration 10F: 19 clusters Score -1.384907e+08 nChanged 52379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 21077 members 
Mstep: Class 3 contains 127233 members 
Mstep: Class 4 contains 285024 members 
Mstep: Class 6 contains 15958 members 
Mstep: Class 7 contains 36002 members 
Mstep: Class 8 contains 39833 members 
Mstep: Class 9 contains 142385 members 
Mstep: Class 10 contains 119396 members 
Mstep: Class 11 contains 75048 members 
Mstep: Class 12 contains 20959 members 
Mstep: Class 13 contains 124432 members 
Mstep: Class 14 contains 17611 members 
Mstep: Class 15 contains 26004 members 
Mstep: Class 16 contains 27577 members 
Mstep: Class 17 contains 106652 members 
Mstep: Class 18 contains 73554 members 
Mstep: Class 19 contains 9955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138535088.000000 Penalty: 62814.898438
Iteration 11Q: 19 clusters Score -1.385351e+08 nChanged 41240
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 18489 members 
Mstep: Class 3 contains 130725 members 
Mstep: Class 4 contains 278960 members 
Mstep: Class 6 contains 16195 members 
Mstep: Class 7 contains 33533 members 
Mstep: Class 8 contains 41016 members 
Mstep: Class 9 contains 147895 members 
Mstep: Class 10 contains 120684 members 
Mstep: Class 11 contains 77322 members 
Mstep: Class 12 contains 21344 members 
Mstep: Class 13 contains 124868 members 
Mstep: Class 14 contains 15375 members 
Mstep: Class 15 contains 25371 members 
Mstep: Class 16 contains 27117 members 
Mstep: Class 17 contains 113771 members 
Mstep: Class 18 contains 69380 members 
Mstep: Class 19 contains 8990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138567184.000000 Penalty: 62814.898438
Iteration 12Q: 19 clusters Score -1.385672e+08 nChanged 33433
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 17213 members 
Mstep: Class 3 contains 133695 members 
Mstep: Class 4 contains 274117 members 
Mstep: Class 6 contains 16296 members 
Mstep: Class 7 contains 31738 members 
Mstep: Class 8 contains 41770 members 
Mstep: Class 9 contains 151898 members 
Mstep: Class 10 contains 121361 members 
Mstep: Class 11 contains 79471 members 
Mstep: Class 12 contains 21769 members 
Mstep: Class 13 contains 125032 members 
Mstep: Class 14 contains 13894 members 
Mstep: Class 15 contains 24889 members 
Mstep: Class 16 contains 26745 members 
Mstep: Class 17 contains 119427 members 
Mstep: Class 18 contains 65136 members 
Mstep: Class 19 contains 8394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138595632.000000 Penalty: 62814.898438
Iteration 13Q: 19 clusters Score -1.385956e+08 nChanged 27270
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 17440 members 
Mstep: Class 3 contains 136218 members 
Mstep: Class 4 contains 269788 members 
Mstep: Class 6 contains 16291 members 
Mstep: Class 7 contains 30805 members 
Mstep: Class 8 contains 42091 members 
Mstep: Class 9 contains 154554 members 
Mstep: Class 10 contains 121838 members 
Mstep: Class 11 contains 81035 members 
Mstep: Class 12 contains 22365 members 
Mstep: Class 13 contains 125137 members 
Mstep: Class 14 contains 13039 members 
Mstep: Class 15 contains 24454 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 123994 members 
Mstep: Class 18 contains 60608 members 
Mstep: Class 19 contains 8024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138617888.000000 Penalty: 62814.898438
Iteration 14Q: 19 clusters Score -1.386179e+08 nChanged 24215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 17944 members 
Mstep: Class 3 contains 138317 members 
Mstep: Class 4 contains 265509 members 
Mstep: Class 6 contains 16173 members 
Mstep: Class 7 contains 30506 members 
Mstep: Class 8 contains 42264 members 
Mstep: Class 9 contains 156276 members 
Mstep: Class 10 contains 122596 members 
Mstep: Class 11 contains 82369 members 
Mstep: Class 12 contains 22996 members 
Mstep: Class 13 contains 125321 members 
Mstep: Class 14 contains 13351 members 
Mstep: Class 15 contains 24129 members 
Mstep: Class 16 contains 26225 members 
Mstep: Class 17 contains 127616 members 
Mstep: Class 18 contains 55675 members 
Mstep: Class 19 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138640320.000000 Penalty: 62814.898438
Iteration 15Q: 19 clusters Score -1.386403e+08 nChanged 22656
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 18386 members 
Mstep: Class 3 contains 140142 members 
Mstep: Class 4 contains 261020 members 
Mstep: Class 6 contains 15886 members 
Mstep: Class 7 contains 30448 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 157288 members 
Mstep: Class 10 contains 124091 members 
Mstep: Class 11 contains 83576 members 
Mstep: Class 12 contains 23548 members 
Mstep: Class 13 contains 125362 members 
Mstep: Class 14 contains 16456 members 
Mstep: Class 15 contains 23860 members 
Mstep: Class 16 contains 25932 members 
Mstep: Class 17 contains 130103 members 
Mstep: Class 18 contains 49821 members 
Mstep: Class 19 contains 7708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138658272.000000 Penalty: 62814.898438
Iteration 16Q: 19 clusters Score -1.386583e+08 nChanged 20869
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 18749 members 
Mstep: Class 3 contains 141669 members 
Mstep: Class 4 contains 256642 members 
Mstep: Class 6 contains 15524 members 
Mstep: Class 7 contains 30521 members 
Mstep: Class 8 contains 42244 members 
Mstep: Class 9 contains 157988 members 
Mstep: Class 10 contains 125865 members 
Mstep: Class 11 contains 84573 members 
Mstep: Class 12 contains 23884 members 
Mstep: Class 13 contains 125319 members 
Mstep: Class 14 contains 20579 members 
Mstep: Class 15 contains 23584 members 
Mstep: Class 16 contains 25703 members 
Mstep: Class 17 contains 131463 members 
Mstep: Class 18 contains 44359 members 
Mstep: Class 19 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138671712.000000 Penalty: 62814.898438
Iteration 17Q: 19 clusters Score -1.386717e+08 nChanged 17605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 19043 members 
Mstep: Class 3 contains 142864 members 
Mstep: Class 4 contains 252834 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 30594 members 
Mstep: Class 8 contains 42636 members 
Mstep: Class 9 contains 158408 members 
Mstep: Class 10 contains 127335 members 
Mstep: Class 11 contains 85434 members 
Mstep: Class 12 contains 24023 members 
Mstep: Class 13 contains 125291 members 
Mstep: Class 14 contains 24520 members 
Mstep: Class 15 contains 23309 members 
Mstep: Class 16 contains 25546 members 
Mstep: Class 17 contains 132144 members 
Mstep: Class 18 contains 39874 members 
Mstep: Class 19 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138682752.000000 Penalty: 62814.898438
Iteration 18Q: 19 clusters Score -1.386828e+08 nChanged 14325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 19239 members 
Mstep: Class 3 contains 143792 members 
Mstep: Class 4 contains 249837 members 
Mstep: Class 6 contains 14976 members 
Mstep: Class 7 contains 30666 members 
Mstep: Class 8 contains 43317 members 
Mstep: Class 9 contains 158706 members 
Mstep: Class 10 contains 128369 members 
Mstep: Class 11 contains 86101 members 
Mstep: Class 12 contains 23854 members 
Mstep: Class 13 contains 125228 members 
Mstep: Class 14 contains 27902 members 
Mstep: Class 15 contains 23190 members 
Mstep: Class 16 contains 25420 members 
Mstep: Class 17 contains 132322 members 
Mstep: Class 18 contains 36485 members 
Mstep: Class 19 contains 7481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138690784.000000 Penalty: 62814.898438
Iteration 19Q: 19 clusters Score -1.386908e+08 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 19388 members 
Mstep: Class 3 contains 144576 members 
Mstep: Class 4 contains 247637 members 
Mstep: Class 6 contains 14711 members 
Mstep: Class 7 contains 30721 members 
Mstep: Class 8 contains 44214 members 
Mstep: Class 9 contains 158874 members 
Mstep: Class 10 contains 128956 members 
Mstep: Class 11 contains 86573 members 
Mstep: Class 12 contains 23560 members 
Mstep: Class 13 contains 125234 members 
Mstep: Class 14 contains 30550 members 
Mstep: Class 15 contains 23175 members 
Mstep: Class 16 contains 25408 members 
Mstep: Class 17 contains 132278 members 
Mstep: Class 18 contains 33789 members 
Mstep: Class 19 contains 7431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138700976.000000 Penalty: 62814.898438
Iteration 20F: 19 clusters Score -1.38701e+08 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 19738 members 
Mstep: Class 3 contains 145012 members 
Mstep: Class 4 contains 245984 members 
Mstep: Class 6 contains 15678 members 
Mstep: Class 7 contains 30651 members 
Mstep: Class 8 contains 44530 members 
Mstep: Class 9 contains 158943 members 
Mstep: Class 10 contains 129011 members 
Mstep: Class 11 contains 86865 members 
Mstep: Class 12 contains 23086 members 
Mstep: Class 13 contains 125225 members 
Mstep: Class 14 contains 33323 members 
Mstep: Class 15 contains 22447 members 
Mstep: Class 16 contains 25377 members 
Mstep: Class 17 contains 132086 members 
Mstep: Class 18 contains 32468 members 
Mstep: Class 19 contains 6804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138712672.000000 Penalty: 62814.898438
Iteration 21Q: 19 clusters Score -1.387127e+08 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 20041 members 
Mstep: Class 3 contains 145599 members 
Mstep: Class 4 contains 244576 members 
Mstep: Class 6 contains 15933 members 
Mstep: Class 7 contains 30674 members 
Mstep: Class 8 contains 45661 members 
Mstep: Class 9 contains 158964 members 
Mstep: Class 10 contains 128730 members 
Mstep: Class 11 contains 86999 members 
Mstep: Class 12 contains 22459 members 
Mstep: Class 13 contains 125197 members 
Mstep: Class 14 contains 35447 members 
Mstep: Class 15 contains 21857 members 
Mstep: Class 16 contains 25398 members 
Mstep: Class 17 contains 132034 members 
Mstep: Class 18 contains 31404 members 
Mstep: Class 19 contains 6370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138722048.000000 Penalty: 62814.898438
Iteration 22Q: 19 clusters Score -1.38722e+08 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 20254 members 
Mstep: Class 3 contains 146383 members 
Mstep: Class 4 contains 243419 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 30810 members 
Mstep: Class 8 contains 47379 members 
Mstep: Class 9 contains 158874 members 
Mstep: Class 10 contains 128271 members 
Mstep: Class 11 contains 87001 members 
Mstep: Class 12 contains 21755 members 
Mstep: Class 13 contains 125204 members 
Mstep: Class 14 contains 36902 members 
Mstep: Class 15 contains 21581 members 
Mstep: Class 16 contains 25335 members 
Mstep: Class 17 contains 132158 members 
Mstep: Class 18 contains 30220 members 
Mstep: Class 19 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138728544.000000 Penalty: 62814.898438
Iteration 23Q: 19 clusters Score -1.387285e+08 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 20484 members 
Mstep: Class 3 contains 147113 members 
Mstep: Class 4 contains 242420 members 
Mstep: Class 6 contains 15651 members 
Mstep: Class 7 contains 31025 members 
Mstep: Class 8 contains 49397 members 
Mstep: Class 9 contains 158718 members 
Mstep: Class 10 contains 127814 members 
Mstep: Class 11 contains 86856 members 
Mstep: Class 12 contains 20995 members 
Mstep: Class 13 contains 125200 members 
Mstep: Class 14 contains 37859 members 
Mstep: Class 15 contains 21535 members 
Mstep: Class 16 contains 25277 members 
Mstep: Class 17 contains 132405 members 
Mstep: Class 18 contains 29039 members 
Mstep: Class 19 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138735056.000000 Penalty: 62814.898438
Iteration 24Q: 19 clusters Score -1.387351e+08 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 20738 members 
Mstep: Class 3 contains 147755 members 
Mstep: Class 4 contains 241653 members 
Mstep: Class 6 contains 15397 members 
Mstep: Class 7 contains 31236 members 
Mstep: Class 8 contains 51472 members 
Mstep: Class 9 contains 158535 members 
Mstep: Class 10 contains 127259 members 
Mstep: Class 11 contains 86622 members 
Mstep: Class 12 contains 20269 members 
Mstep: Class 13 contains 125162 members 
Mstep: Class 14 contains 38410 members 
Mstep: Class 15 contains 21592 members 
Mstep: Class 16 contains 25246 members 
Mstep: Class 17 contains 132731 members 
Mstep: Class 18 contains 27997 members 
Mstep: Class 19 contains 5642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138740160.000000 Penalty: 62814.898438
Iteration 25Q: 19 clusters Score -1.387402e+08 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 21003 members 
Mstep: Class 3 contains 148343 members 
Mstep: Class 4 contains 240991 members 
Mstep: Class 6 contains 15174 members 
Mstep: Class 7 contains 31495 members 
Mstep: Class 8 contains 53440 members 
Mstep: Class 9 contains 158333 members 
Mstep: Class 10 contains 126770 members 
Mstep: Class 11 contains 86329 members 
Mstep: Class 12 contains 19546 members 
Mstep: Class 13 contains 125104 members 
Mstep: Class 14 contains 38661 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 16 contains 25179 members 
Mstep: Class 17 contains 133119 members 
Mstep: Class 18 contains 27169 members 
Mstep: Class 19 contains 5531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138744064.000000 Penalty: 62814.898438
Iteration 26Q: 19 clusters Score -1.387441e+08 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 21306 members 
Mstep: Class 3 contains 148773 members 
Mstep: Class 4 contains 240410 members 
Mstep: Class 6 contains 14962 members 
Mstep: Class 7 contains 31759 members 
Mstep: Class 8 contains 55252 members 
Mstep: Class 9 contains 158144 members 
Mstep: Class 10 contains 126309 members 
Mstep: Class 11 contains 86006 members 
Mstep: Class 12 contains 18910 members 
Mstep: Class 13 contains 125084 members 
Mstep: Class 14 contains 38752 members 
Mstep: Class 15 contains 21752 members 
Mstep: Class 16 contains 25080 members 
Mstep: Class 17 contains 133505 members 
Mstep: Class 18 contains 26494 members 
Mstep: Class 19 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138747200.000000 Penalty: 62814.898438
Iteration 27Q: 19 clusters Score -1.387472e+08 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 21653 members 
Mstep: Class 3 contains 149079 members 
Mstep: Class 4 contains 239939 members 
Mstep: Class 6 contains 14716 members 
Mstep: Class 7 contains 32053 members 
Mstep: Class 8 contains 56835 members 
Mstep: Class 9 contains 157975 members 
Mstep: Class 10 contains 125893 members 
Mstep: Class 11 contains 85674 members 
Mstep: Class 12 contains 18334 members 
Mstep: Class 13 contains 125083 members 
Mstep: Class 14 contains 38790 members 
Mstep: Class 15 contains 21853 members 
Mstep: Class 16 contains 25011 members 
Mstep: Class 17 contains 133819 members 
Mstep: Class 18 contains 25975 members 
Mstep: Class 19 contains 5378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138750512.000000 Penalty: 62814.898438
Iteration 28Q: 19 clusters Score -1.387505e+08 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 22025 members 
Mstep: Class 3 contains 149301 members 
Mstep: Class 4 contains 239548 members 
Mstep: Class 6 contains 14497 members 
Mstep: Class 7 contains 32349 members 
Mstep: Class 8 contains 58291 members 
Mstep: Class 9 contains 157810 members 
Mstep: Class 10 contains 125511 members 
Mstep: Class 11 contains 85305 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 125081 members 
Mstep: Class 14 contains 38799 members 
Mstep: Class 15 contains 21957 members 
Mstep: Class 16 contains 24956 members 
Mstep: Class 17 contains 134070 members 
Mstep: Class 18 contains 25583 members 
Mstep: Class 19 contains 5294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138753296.000000 Penalty: 62814.898438
Iteration 29Q: 19 clusters Score -1.387533e+08 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 22326 members 
Mstep: Class 3 contains 149477 members 
Mstep: Class 4 contains 239208 members 
Mstep: Class 6 contains 14238 members 
Mstep: Class 7 contains 32624 members 
Mstep: Class 8 contains 59711 members 
Mstep: Class 9 contains 157646 members 
Mstep: Class 10 contains 125112 members 
Mstep: Class 11 contains 84987 members 
Mstep: Class 12 contains 17252 members 
Mstep: Class 13 contains 125087 members 
Mstep: Class 14 contains 38771 members 
Mstep: Class 15 contains 22100 members 
Mstep: Class 16 contains 24921 members 
Mstep: Class 17 contains 134276 members 
Mstep: Class 18 contains 25267 members 
Mstep: Class 19 contains 5218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138755152.000000 Penalty: 62814.898438
Iteration 30Q: 19 clusters Score -1.387552e+08 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 22535 members 
Mstep: Class 3 contains 149530 members 
Mstep: Class 4 contains 238899 members 
Mstep: Class 6 contains 14004 members 
Mstep: Class 7 contains 32869 members 
Mstep: Class 8 contains 61059 members 
Mstep: Class 9 contains 157475 members 
Mstep: Class 10 contains 124810 members 
Mstep: Class 11 contains 84692 members 
Mstep: Class 12 contains 16806 members 
Mstep: Class 13 contains 125095 members 
Mstep: Class 14 contains 38718 members 
Mstep: Class 15 contains 22221 members 
Mstep: Class 16 contains 24921 members 
Mstep: Class 17 contains 134455 members 
Mstep: Class 18 contains 25066 members 
Mstep: Class 19 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138757376.000000 Penalty: 62814.898438
Iteration 31Q: 19 clusters Score -1.387574e+08 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 22662 members 
Mstep: Class 3 contains 149550 members 
Mstep: Class 4 contains 238621 members 
Mstep: Class 6 contains 13802 members 
Mstep: Class 7 contains 33043 members 
Mstep: Class 8 contains 62290 members 
Mstep: Class 9 contains 157318 members 
Mstep: Class 10 contains 124578 members 
Mstep: Class 11 contains 84498 members 
Mstep: Class 12 contains 16365 members 
Mstep: Class 13 contains 125107 members 
Mstep: Class 14 contains 38660 members 
Mstep: Class 15 contains 22345 members 
Mstep: Class 16 contains 24961 members 
Mstep: Class 17 contains 134588 members 
Mstep: Class 18 contains 24911 members 
Mstep: Class 19 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138759888.000000 Penalty: 62814.898438
Iteration 32Q: 19 clusters Score -1.387599e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 22782 members 
Mstep: Class 3 contains 149592 members 
Mstep: Class 4 contains 238377 members 
Mstep: Class 6 contains 13604 members 
Mstep: Class 7 contains 33138 members 
Mstep: Class 8 contains 63533 members 
Mstep: Class 9 contains 157116 members 
Mstep: Class 10 contains 124397 members 
Mstep: Class 11 contains 84309 members 
Mstep: Class 12 contains 15906 members 
Mstep: Class 13 contains 125118 members 
Mstep: Class 14 contains 38593 members 
Mstep: Class 15 contains 22443 members 
Mstep: Class 16 contains 25032 members 
Mstep: Class 17 contains 134683 members 
Mstep: Class 18 contains 24799 members 
Mstep: Class 19 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138763744.000000 Penalty: 62814.898438
Iteration 33Q: 19 clusters Score -1.387637e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 22834 members 
Mstep: Class 3 contains 149617 members 
Mstep: Class 4 contains 238203 members 
Mstep: Class 6 contains 13432 members 
Mstep: Class 7 contains 33138 members 
Mstep: Class 8 contains 64793 members 
Mstep: Class 9 contains 156888 members 
Mstep: Class 10 contains 124272 members 
Mstep: Class 11 contains 84176 members 
Mstep: Class 12 contains 15520 members 
Mstep: Class 13 contains 125124 members 
Mstep: Class 14 contains 38556 members 
Mstep: Class 15 contains 22485 members 
Mstep: Class 16 contains 25085 members 
Mstep: Class 17 contains 134758 members 
Mstep: Class 18 contains 24681 members 
Mstep: Class 19 contains 4897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138768784.000000 Penalty: 62814.898438
Iteration 34Q: 19 clusters Score -1.387688e+08 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 22877 members 
Mstep: Class 3 contains 149679 members 
Mstep: Class 4 contains 237957 members 
Mstep: Class 6 contains 13266 members 
Mstep: Class 7 contains 33080 members 
Mstep: Class 8 contains 66054 members 
Mstep: Class 9 contains 156610 members 
Mstep: Class 10 contains 124200 members 
Mstep: Class 11 contains 84064 members 
Mstep: Class 12 contains 15333 members 
Mstep: Class 13 contains 125131 members 
Mstep: Class 14 contains 38520 members 
Mstep: Class 15 contains 22489 members 
Mstep: Class 16 contains 25076 members 
Mstep: Class 17 contains 134811 members 
Mstep: Class 18 contains 24558 members 
Mstep: Class 19 contains 4810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138774816.000000 Penalty: 62814.898438
Iteration 35Q: 19 clusters Score -1.387748e+08 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 22917 members 
Mstep: Class 3 contains 149674 members 
Mstep: Class 4 contains 237617 members 
Mstep: Class 6 contains 13114 members 
Mstep: Class 7 contains 32804 members 
Mstep: Class 8 contains 66983 members 
Mstep: Class 9 contains 156184 members 
Mstep: Class 10 contains 124152 members 
Mstep: Class 11 contains 83975 members 
Mstep: Class 12 contains 16016 members 
Mstep: Class 13 contains 125148 members 
Mstep: Class 14 contains 38502 members 
Mstep: Class 15 contains 22456 members 
Mstep: Class 16 contains 25010 members 
Mstep: Class 17 contains 134851 members 
Mstep: Class 18 contains 24453 members 
Mstep: Class 19 contains 4744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138778464.000000 Penalty: 62814.898438
Iteration 36Q: 19 clusters Score -1.387785e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 22946 members 
Mstep: Class 3 contains 149615 members 
Mstep: Class 4 contains 237314 members 
Mstep: Class 6 contains 12956 members 
Mstep: Class 7 contains 32504 members 
Mstep: Class 8 contains 67584 members 
Mstep: Class 9 contains 155802 members 
Mstep: Class 10 contains 124131 members 
Mstep: Class 11 contains 83920 members 
Mstep: Class 12 contains 17045 members 
Mstep: Class 13 contains 125164 members 
Mstep: Class 14 contains 38492 members 
Mstep: Class 15 contains 22399 members 
Mstep: Class 16 contains 24936 members 
Mstep: Class 17 contains 134882 members 
Mstep: Class 18 contains 24300 members 
Mstep: Class 19 contains 4702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138780096.000000 Penalty: 62814.898438
Iteration 37Q: 19 clusters Score -1.387801e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 22963 members 
Mstep: Class 3 contains 149546 members 
Mstep: Class 4 contains 237067 members 
Mstep: Class 6 contains 12824 members 
Mstep: Class 7 contains 32290 members 
Mstep: Class 8 contains 68037 members 
Mstep: Class 9 contains 155513 members 
Mstep: Class 10 contains 124121 members 
Mstep: Class 11 contains 83885 members 
Mstep: Class 12 contains 17896 members 
Mstep: Class 13 contains 125166 members 
Mstep: Class 14 contains 38495 members 
Mstep: Class 15 contains 22381 members 
Mstep: Class 16 contains 24867 members 
Mstep: Class 17 contains 134901 members 
Mstep: Class 18 contains 24162 members 
Mstep: Class 19 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138781424.000000 Penalty: 62814.898438
Iteration 38Q: 19 clusters Score -1.387814e+08 nChanged 1952
Entering ConstructFrom: 
Score: -138781424.000000 Penalty: 62814.898438
Entering ConstructFrom: 
Trying to split cluster 1 (12784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Entering Unmasked Estep 
Score: -1350719.375000 Penalty: 2345.075439
	Iteration 0F: 2 clusters Score -1350719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1341398.500000 Penalty: 4690.150879
	Iteration 0F: 3 clusters Score -1341398 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1345127.000000 Penalty: 4690.150879
	Iteration 1F: 3 clusters Score -1345127 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1347089.375000 Penalty: 4690.150879
	Iteration 2F: 3 clusters Score -1347089 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1349155.000000 Penalty: 4690.150879
	Iteration 3F: 3 clusters Score -1349155 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1350502.500000 Penalty: 4690.150879
	Iteration 4F: 3 clusters Score -1350502 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1351200.375000 Penalty: 4690.150879
	Iteration 5F: 3 clusters Score -1351200 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1351591.875000 Penalty: 4690.150879
	Iteration 6Q: 3 clusters Score -1351592 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1351836.125000 Penalty: 4690.150879
	Iteration 7Q: 3 clusters Score -1351836 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1352002.625000 Penalty: 4690.150879
	Iteration 8Q: 3 clusters Score -1352003 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1352152.875000 Penalty: 4690.150879
	Iteration 9Q: 3 clusters Score -1352153 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1352255.625000 Penalty: 4690.150879
	Iteration 10Q: 3 clusters Score -1352256 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1352308.250000 Penalty: 4690.150879
	Iteration 11Q: 3 clusters Score -1352308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1352337.125000 Penalty: 4690.150879
	Iteration 12Q: 3 clusters Score -1352337 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1352349.750000 Penalty: 4690.150879
	Iteration 13Q: 3 clusters Score -1352350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1352361.125000 Penalty: 4690.150879
	Iteration 14Q: 3 clusters Score -1352361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1352370.875000 Penalty: 4690.150879
	Iteration 15Q: 3 clusters Score -1352371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1352373.375000 Penalty: 4690.150879
	Iteration 16Q: 3 clusters Score -1352373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1352385.000000 Penalty: 4690.150879
	Iteration 17Q: 3 clusters Score -1352385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1352386.250000 Penalty: 4690.150879
	Iteration 18Q: 3 clusters Score -1352386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1352392.250000 Penalty: 4690.150879
	Iteration 19Q: 3 clusters Score -1352392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1352394.750000 Penalty: 4690.150879
	Iteration 20F: 3 clusters Score -1352395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1352394.500000 Penalty: 4690.150879
	Iteration 21Q: 3 clusters Score -1352394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1352393.000000 Penalty: 4690.150879
	Iteration 22Q: 3 clusters Score -1352393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1352397.875000 Penalty: 4690.150879
	Iteration 23Q: 3 clusters Score -1352398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1352402.875000 Penalty: 4690.150879
	Iteration 24Q: 3 clusters Score -1352403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1352404.250000 Penalty: 4690.150879
	Iteration 25Q: 3 clusters Score -1352404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1352404.250000 Penalty: 4690.150879
	Iteration 26Q: 3 clusters Score -1352404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1352407.125000 Penalty: 4690.150879
	Iteration 27Q: 3 clusters Score -1352407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1352405.250000 Penalty: 4690.150879
	Iteration 28Q: 3 clusters Score -1352405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1352405.750000 Penalty: 4690.150879
	Iteration 29Q: 3 clusters Score -1352406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1352407.250000 Penalty: 4690.150879
	Iteration 30Q: 3 clusters Score -1352407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1352409.375000 Penalty: 4690.150879
	Iteration 31Q: 3 clusters Score -1352409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1352411.250000 Penalty: 4690.150879
	Iteration 32Q: 3 clusters Score -1352411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1352411.750000 Penalty: 4690.150879
	Iteration 33Q: 3 clusters Score -1352412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1352413.250000 Penalty: 4690.150879
	Iteration 34Q: 3 clusters Score -1352413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1352411.000000 Penalty: 4690.150879
	Iteration 35Q: 3 clusters Score -1352411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1352413.375000 Penalty: 4690.150879
	Iteration 36Q: 3 clusters Score -1352413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1352413.875000 Penalty: 4690.150879
	Iteration 37Q: 3 clusters Score -1352414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1352416.250000 Penalty: 4690.150879
	Iteration 38Q: 3 clusters Score -1352416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1352415.000000 Penalty: 4690.150879
	Iteration 39Q: 3 clusters Score -1352415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1352414.750000 Penalty: 4690.150879
	Iteration 40F: 3 clusters Score -1352415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1352415.750000 Penalty: 4690.150879
	Iteration 41Q: 3 clusters Score -1352416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1352415.750000 Penalty: 4690.150879
	Iteration 42F: 3 clusters Score -1352416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 22983 members 
Mstep: Class 3 contains 149467 members 
Mstep: Class 4 contains 236877 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 32110 members 
Mstep: Class 8 contains 68437 members 
Mstep: Class 9 contains 155302 members 
Mstep: Class 10 contains 124100 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Entering Unmasked Estep 
Score: -138782784.000000 Penalty: 66304.617188
Splitting cluster 1 changes total score from -138781424.000000 to -138782784.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (22983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Entering Unmasked Estep 
Score: -2503878.500000 Penalty: 2490.542480
	Iteration 0F: 2 clusters Score -2503878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2487902.000000 Penalty: 4981.084961
	Iteration 0F: 3 clusters Score -2487902 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2494439.250000 Penalty: 4981.084961
	Iteration 1F: 3 clusters Score -2494439 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2497160.000000 Penalty: 4981.084961
	Iteration 2F: 3 clusters Score -2497160 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2499904.500000 Penalty: 4981.084961
	Iteration 3F: 3 clusters Score -2499904 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2502086.250000 Penalty: 4981.084961
	Iteration 4F: 3 clusters Score -2502086 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2503967.250000 Penalty: 4981.084961
	Iteration 5F: 3 clusters Score -2503967 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2505467.000000 Penalty: 4981.084961
	Iteration 6F: 3 clusters Score -2505467 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2506637.750000 Penalty: 4981.084961
	Iteration 7Q: 3 clusters Score -2506638 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2507427.750000 Penalty: 4981.084961
	Iteration 8Q: 3 clusters Score -2507428 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2507946.250000 Penalty: 4981.084961
	Iteration 9Q: 3 clusters Score -2507946 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2508329.500000 Penalty: 4981.084961
	Iteration 10Q: 3 clusters Score -2508330 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2508606.250000 Penalty: 4981.084961
	Iteration 11Q: 3 clusters Score -2508606 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2508779.500000 Penalty: 4981.084961
	Iteration 12Q: 3 clusters Score -2508780 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2508885.250000 Penalty: 4981.084961
	Iteration 13Q: 3 clusters Score -2508885 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2508952.500000 Penalty: 4981.084961
	Iteration 14Q: 3 clusters Score -2508952 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2508980.250000 Penalty: 4981.084961
	Iteration 15Q: 3 clusters Score -2508980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2508993.750000 Penalty: 4981.084961
	Iteration 16Q: 3 clusters Score -2508994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2509014.750000 Penalty: 4981.084961
	Iteration 17Q: 3 clusters Score -2509015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2509020.000000 Penalty: 4981.084961
	Iteration 18Q: 3 clusters Score -2509020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2509025.750000 Penalty: 4981.084961
	Iteration 19Q: 3 clusters Score -2509026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2509034.000000 Penalty: 4981.084961
	Iteration 20F: 3 clusters Score -2509034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2509031.250000 Penalty: 4981.084961
	Iteration 21Q: 3 clusters Score -2509031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2509029.500000 Penalty: 4981.084961
	Iteration 22Q: 3 clusters Score -2509030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2509023.500000 Penalty: 4981.084961
	Iteration 23Q: 3 clusters Score -2509024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2509031.000000 Penalty: 4981.084961
	Iteration 24Q: 3 clusters Score -2509031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2509028.250000 Penalty: 4981.084961
	Iteration 25Q: 3 clusters Score -2509028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2509027.250000 Penalty: 4981.084961
	Iteration 26Q: 3 clusters Score -2509027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2509024.250000 Penalty: 4981.084961
	Iteration 27Q: 3 clusters Score -2509024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2509028.750000 Penalty: 4981.084961
	Iteration 28Q: 3 clusters Score -2509029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2509033.000000 Penalty: 4981.084961
	Iteration 29Q: 3 clusters Score -2509033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2509036.750000 Penalty: 4981.084961
	Iteration 30Q: 3 clusters Score -2509037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2509038.250000 Penalty: 4981.084961
	Iteration 31Q: 3 clusters Score -2509038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2509037.250000 Penalty: 4981.084961
	Iteration 32Q: 3 clusters Score -2509037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2509037.750000 Penalty: 4981.084961
	Iteration 33Q: 3 clusters Score -2509038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2509037.750000 Penalty: 4981.084961
	Iteration 34F: 3 clusters Score -2509038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 149467 members 
Mstep: Class 4 contains 236877 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 32110 members 
Mstep: Class 8 contains 68437 members 
Mstep: Class 9 contains 155302 members 
Mstep: Class 10 contains 124100 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Entering Unmasked Estep 
Score: -138787056.000000 Penalty: 69794.328125
Splitting cluster 2 changes total score from -138781424.000000 to -138787056.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (149467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Entering Unmasked Estep 
Score: -16503439.000000 Penalty: 2954.878174
	Iteration 0F: 2 clusters Score -1.650344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -16403322.000000 Penalty: 5909.756348
	Iteration 0F: 3 clusters Score -1.640332e+07 nChanged 71568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -16449833.000000 Penalty: 5909.756348
	Iteration 1F: 3 clusters Score -1.644983e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -16467937.000000 Penalty: 5909.756348
	Iteration 2F: 3 clusters Score -1.646794e+07 nChanged 17256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -16504975.000000 Penalty: 5909.756348
	Iteration 3F: 3 clusters Score -1.650498e+07 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -16536068.000000 Penalty: 5909.756348
	Iteration 4F: 3 clusters Score -1.653607e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -16554310.000000 Penalty: 5909.756348
	Iteration 5F: 3 clusters Score -1.655431e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -16565927.000000 Penalty: 5909.756348
	Iteration 6F: 3 clusters Score -1.656593e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -16570662.000000 Penalty: 5909.756348
	Iteration 7Q: 3 clusters Score -1.657066e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -16572117.000000 Penalty: 5909.756348
	Iteration 8Q: 3 clusters Score -1.657212e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -16572688.000000 Penalty: 5909.756348
	Iteration 9Q: 3 clusters Score -1.657269e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -16572973.000000 Penalty: 5909.756348
	Iteration 10Q: 3 clusters Score -1.657297e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -16573001.000000 Penalty: 5909.756348
	Iteration 11Q: 3 clusters Score -1.6573e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -16573111.000000 Penalty: 5909.756348
	Iteration 12Q: 3 clusters Score -1.657311e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -16573263.000000 Penalty: 5909.756348
	Iteration 13Q: 3 clusters Score -1.657326e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -16573297.000000 Penalty: 5909.756348
	Iteration 14Q: 3 clusters Score -1.65733e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -16573385.000000 Penalty: 5909.756348
	Iteration 15Q: 3 clusters Score -1.657338e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -16573566.000000 Penalty: 5909.756348
	Iteration 16Q: 3 clusters Score -1.657357e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -16573746.000000 Penalty: 5909.756348
	Iteration 17Q: 3 clusters Score -1.657375e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84646 members 
Mstep: Class 2 contains 64821 members 
Entering Unmasked Estep 
Score: -16573949.000000 Penalty: 5909.756348
	Iteration 18Q: 3 clusters Score -1.657395e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -16574252.000000 Penalty: 5909.756348
	Iteration 19Q: 3 clusters Score -1.657425e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -16574441.000000 Penalty: 5909.756348
	Iteration 20F: 3 clusters Score -1.657444e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -16574621.000000 Penalty: 5909.756348
	Iteration 21Q: 3 clusters Score -1.657462e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -16574790.000000 Penalty: 5909.756348
	Iteration 22Q: 3 clusters Score -1.657479e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -16574882.000000 Penalty: 5909.756348
	Iteration 23Q: 3 clusters Score -1.657488e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -16575033.000000 Penalty: 5909.756348
	Iteration 24Q: 3 clusters Score -1.657503e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -16575106.000000 Penalty: 5909.756348
	Iteration 25Q: 3 clusters Score -1.657511e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -16575165.000000 Penalty: 5909.756348
	Iteration 26Q: 3 clusters Score -1.657516e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -16575209.000000 Penalty: 5909.756348
	Iteration 27Q: 3 clusters Score -1.657521e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -16575218.000000 Penalty: 5909.756348
	Iteration 28Q: 3 clusters Score -1.657522e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -16575269.000000 Penalty: 5909.756348
	Iteration 29Q: 3 clusters Score -1.657527e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -16575329.000000 Penalty: 5909.756348
	Iteration 30Q: 3 clusters Score -1.657533e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -16575343.000000 Penalty: 5909.756348
	Iteration 31Q: 3 clusters Score -1.657534e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -16575315.000000 Penalty: 5909.756348
	Iteration 32Q: 3 clusters Score -1.657532e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -16575316.000000 Penalty: 5909.756348
	Iteration 33Q: 3 clusters Score -1.657532e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -16575306.000000 Penalty: 5909.756348
	Iteration 34Q: 3 clusters Score -1.657531e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -16575322.000000 Penalty: 5909.756348
	Iteration 35Q: 3 clusters Score -1.657532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -16575319.000000 Penalty: 5909.756348
	Iteration 36Q: 3 clusters Score -1.657532e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -16575323.000000 Penalty: 5909.756348
	Iteration 37Q: 3 clusters Score -1.657532e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -16575322.000000 Penalty: 5909.756348
	Iteration 38Q: 3 clusters Score -1.657532e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -16575275.000000 Penalty: 5909.756348
	Iteration 39Q: 3 clusters Score -1.657528e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
Score: -16575274.000000 Penalty: 5909.756348
	Iteration 40F: 3 clusters Score -1.657527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -16575275.000000 Penalty: 5909.756348
	Iteration 41Q: 3 clusters Score -1.657528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -16575266.000000 Penalty: 5909.756348
	Iteration 42Q: 3 clusters Score -1.657527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -16575273.000000 Penalty: 5909.756348
	Iteration 43Q: 3 clusters Score -1.657527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -16575268.000000 Penalty: 5909.756348
	Iteration 44Q: 3 clusters Score -1.657527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -16575262.000000 Penalty: 5909.756348
	Iteration 45Q: 3 clusters Score -1.657526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -16575262.000000 Penalty: 5909.756348
	Iteration 46Q: 3 clusters Score -1.657526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -16575266.000000 Penalty: 5909.756348
	Iteration 47Q: 3 clusters Score -1.657527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -16575265.000000 Penalty: 5909.756348
	Iteration 48Q: 3 clusters Score -1.657526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -16575263.000000 Penalty: 5909.756348
	Iteration 49Q: 3 clusters Score -1.657526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -16575263.000000 Penalty: 5909.756348
	Iteration 50F: 3 clusters Score -1.657526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 236877 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 32110 members 
Mstep: Class 8 contains 68437 members 
Mstep: Class 9 contains 155302 members 
Mstep: Class 10 contains 124100 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Entering Unmasked Estep 
Score: -138856976.000000 Penalty: 73284.046875
Splitting cluster 3 changes total score from -138781424.000000 to -138856976.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (236877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236877 members 
Entering Unmasked Estep 
Score: -27021908.000000 Penalty: 3069.073486
	Iteration 0F: 2 clusters Score -2.702191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118396 members 
Mstep: Class 2 contains 118481 members 
Entering Unmasked Estep 
Score: -26892402.000000 Penalty: 6138.146973
	Iteration 0F: 3 clusters Score -2.68924e+07 nChanged 114416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120998 members 
Mstep: Class 2 contains 115879 members 
Entering Unmasked Estep 
Score: -26960976.000000 Penalty: 6138.146973
	Iteration 1F: 3 clusters Score -2.696098e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -26965028.000000 Penalty: 6138.146973
	Iteration 2Q: 3 clusters Score -2.696503e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128986 members 
Mstep: Class 2 contains 107891 members 
Entering Unmasked Estep 
Score: -26971780.000000 Penalty: 6138.146973
	Iteration 3F: 3 clusters Score -2.697178e+07 nChanged 16553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136733 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -26982538.000000 Penalty: 6138.146973
	Iteration 4F: 3 clusters Score -2.698254e+07 nChanged 19073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146286 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -26995520.000000 Penalty: 6138.146973
	Iteration 5F: 3 clusters Score -2.699552e+07 nChanged 18915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155609 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -27007780.000000 Penalty: 6138.146973
	Iteration 6F: 3 clusters Score -2.700778e+07 nChanged 15841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -27015436.000000 Penalty: 6138.146973
	Iteration 7F: 3 clusters Score -2.701544e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -27018424.000000 Penalty: 6138.146973
	Iteration 8Q: 3 clusters Score -2.701842e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172901 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -27019494.000000 Penalty: 6138.146973
	Iteration 9Q: 3 clusters Score -2.701949e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176493 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -27019284.000000 Penalty: 6138.146973
	Iteration 10Q: 3 clusters Score -2.701928e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179990 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -27018610.000000 Penalty: 6138.146973
	Iteration 11Q: 3 clusters Score -2.701861e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183404 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -27018218.000000 Penalty: 6138.146973
	Iteration 12Q: 3 clusters Score -2.701822e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186762 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -27017606.000000 Penalty: 6138.146973
	Iteration 13Q: 3 clusters Score -2.701761e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190116 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -27017300.000000 Penalty: 6138.146973
	Iteration 14Q: 3 clusters Score -2.70173e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193343 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -27016910.000000 Penalty: 6138.146973
	Iteration 15Q: 3 clusters Score -2.701691e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196554 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -27016764.000000 Penalty: 6138.146973
	Iteration 16Q: 3 clusters Score -2.701676e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199772 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -27016666.000000 Penalty: 6138.146973
	Iteration 17Q: 3 clusters Score -2.701667e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202945 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -27016422.000000 Penalty: 6138.146973
	Iteration 18Q: 3 clusters Score -2.701642e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206058 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -27016276.000000 Penalty: 6138.146973
	Iteration 19Q: 3 clusters Score -2.701628e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209056 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -27016338.000000 Penalty: 6138.146973
	Iteration 20F: 3 clusters Score -2.701634e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212034 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -27016570.000000 Penalty: 6138.146973
	Iteration 21Q: 3 clusters Score -2.701657e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214855 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -27016772.000000 Penalty: 6138.146973
	Iteration 22Q: 3 clusters Score -2.701677e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217463 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -27017000.000000 Penalty: 6138.146973
	Iteration 23Q: 3 clusters Score -2.7017e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219962 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -27017440.000000 Penalty: 6138.146973
	Iteration 24Q: 3 clusters Score -2.701744e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222223 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -27018008.000000 Penalty: 6138.146973
	Iteration 25Q: 3 clusters Score -2.701801e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224179 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -27018352.000000 Penalty: 6138.146973
	Iteration 26Q: 3 clusters Score -2.701835e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225895 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -27018960.000000 Penalty: 6138.146973
	Iteration 27Q: 3 clusters Score -2.701896e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227428 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -27019452.000000 Penalty: 6138.146973
	Iteration 28Q: 3 clusters Score -2.701945e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228737 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -27020000.000000 Penalty: 6138.146973
	Iteration 29Q: 3 clusters Score -2.702e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229832 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -27020442.000000 Penalty: 6138.146973
	Iteration 30Q: 3 clusters Score -2.702044e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230715 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -27020680.000000 Penalty: 6138.146973
	Iteration 31Q: 3 clusters Score -2.702068e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231431 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -27021054.000000 Penalty: 6138.146973
	Iteration 32Q: 3 clusters Score -2.702105e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231954 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -27021304.000000 Penalty: 6138.146973
	Iteration 33Q: 3 clusters Score -2.70213e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232376 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -27021602.000000 Penalty: 6138.146973
	Iteration 34Q: 3 clusters Score -2.70216e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232739 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -27021794.000000 Penalty: 6138.146973
	Iteration 35Q: 3 clusters Score -2.702179e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233005 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -27022066.000000 Penalty: 6138.146973
	Iteration 36Q: 3 clusters Score -2.702207e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233201 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -27022294.000000 Penalty: 6138.146973
	Iteration 37Q: 3 clusters Score -2.702229e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233328 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -27022530.000000 Penalty: 6138.146973
	Iteration 38Q: 3 clusters Score -2.702253e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233449 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -27022704.000000 Penalty: 6138.146973
	Iteration 39Q: 3 clusters Score -2.70227e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233509 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -27022904.000000 Penalty: 6138.146973
	Iteration 40F: 3 clusters Score -2.70229e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233553 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -27023068.000000 Penalty: 6138.146973
	Iteration 41Q: 3 clusters Score -2.702307e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233600 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -27023138.000000 Penalty: 6138.146973
	Iteration 42Q: 3 clusters Score -2.702314e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233606 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -27023180.000000 Penalty: 6138.146973
	Iteration 43Q: 3 clusters Score -2.702318e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233623 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -27023176.000000 Penalty: 6138.146973
	Iteration 44Q: 3 clusters Score -2.702318e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233620 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -27023196.000000 Penalty: 6138.146973
	Iteration 45Q: 3 clusters Score -2.70232e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233623 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -27023206.000000 Penalty: 6138.146973
	Iteration 46Q: 3 clusters Score -2.702321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233627 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -27023202.000000 Penalty: 6138.146973
	Iteration 47Q: 3 clusters Score -2.70232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233633 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -27023200.000000 Penalty: 6138.146973
	Iteration 48Q: 3 clusters Score -2.70232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233636 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -27023208.000000 Penalty: 6138.146973
	Iteration 49Q: 3 clusters Score -2.702321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233639 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -27023232.000000 Penalty: 6138.146973
	Iteration 50Q: 3 clusters Score -2.702323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233631 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -27023236.000000 Penalty: 6138.146973
	Iteration 51Q: 3 clusters Score -2.702324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233630 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -27023214.000000 Penalty: 6138.146973
	Iteration 52Q: 3 clusters Score -2.702321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233632 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -27023230.000000 Penalty: 6138.146973
	Iteration 53Q: 3 clusters Score -2.702323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233633 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -27023236.000000 Penalty: 6138.146973
	Iteration 54Q: 3 clusters Score -2.702324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233632 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -27023244.000000 Penalty: 6138.146973
	Iteration 55Q: 3 clusters Score -2.702324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233635 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -27023228.000000 Penalty: 6138.146973
	Iteration 56Q: 3 clusters Score -2.702323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233635 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -27023234.000000 Penalty: 6138.146973
	Iteration 57Q: 3 clusters Score -2.702323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233636 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -27023218.000000 Penalty: 6138.146973
	Iteration 58Q: 3 clusters Score -2.702322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233637 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -27023250.000000 Penalty: 6138.146973
	Iteration 59Q: 3 clusters Score -2.702325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233639 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -27023242.000000 Penalty: 6138.146973
	Iteration 60F: 3 clusters Score -2.702324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233640 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -27023246.000000 Penalty: 6138.146973
	Iteration 61Q: 3 clusters Score -2.702325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233640 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -27023240.000000 Penalty: 6138.146973
	Iteration 62Q: 3 clusters Score -2.702324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233640 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -27023240.000000 Penalty: 6138.146973
	Iteration 63F: 3 clusters Score -2.702324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 32110 members 
Mstep: Class 8 contains 68437 members 
Mstep: Class 9 contains 155302 members 
Mstep: Class 10 contains 124100 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Entering Unmasked Estep 
Score: -138858256.000000 Penalty: 76773.765625
Splitting cluster 4 changes total score from -138781424.000000 to -138858256.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (12719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Entering Unmasked Estep 
Score: -1136475.750000 Penalty: 2343.811279
	Iteration 0F: 2 clusters Score -1136476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1127277.125000 Penalty: 4687.622559
	Iteration 0F: 3 clusters Score -1127277 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1131754.250000 Penalty: 4687.622559
	Iteration 1F: 3 clusters Score -1131754 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1134694.500000 Penalty: 4687.622559
	Iteration 2F: 3 clusters Score -1134694 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1137748.500000 Penalty: 4687.622559
	Iteration 3F: 3 clusters Score -1137748 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1139884.250000 Penalty: 4687.622559
	Iteration 4F: 3 clusters Score -1139884 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1141098.750000 Penalty: 4687.622559
	Iteration 5F: 3 clusters Score -1141099 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1141818.000000 Penalty: 4687.622559
	Iteration 6Q: 3 clusters Score -1141818 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1142263.125000 Penalty: 4687.622559
	Iteration 7Q: 3 clusters Score -1142263 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1142503.000000 Penalty: 4687.622559
	Iteration 8Q: 3 clusters Score -1142503 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1142648.500000 Penalty: 4687.622559
	Iteration 9Q: 3 clusters Score -1142648 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1142727.125000 Penalty: 4687.622559
	Iteration 10Q: 3 clusters Score -1142727 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1142793.125000 Penalty: 4687.622559
	Iteration 11Q: 3 clusters Score -1142793 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1142837.250000 Penalty: 4687.622559
	Iteration 12Q: 3 clusters Score -1142837 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1142873.875000 Penalty: 4687.622559
	Iteration 13Q: 3 clusters Score -1142874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1142897.250000 Penalty: 4687.622559
	Iteration 14Q: 3 clusters Score -1142897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1142914.250000 Penalty: 4687.622559
	Iteration 15Q: 3 clusters Score -1142914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1142928.375000 Penalty: 4687.622559
	Iteration 16Q: 3 clusters Score -1142928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1142942.125000 Penalty: 4687.622559
	Iteration 17Q: 3 clusters Score -1142942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1142952.750000 Penalty: 4687.622559
	Iteration 18Q: 3 clusters Score -1142953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1142959.625000 Penalty: 4687.622559
	Iteration 19Q: 3 clusters Score -1142960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1142972.875000 Penalty: 4687.622559
	Iteration 20F: 3 clusters Score -1142973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1142978.000000 Penalty: 4687.622559
	Iteration 21Q: 3 clusters Score -1142978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1142987.250000 Penalty: 4687.622559
	Iteration 22Q: 3 clusters Score -1142987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1142994.250000 Penalty: 4687.622559
	Iteration 23Q: 3 clusters Score -1142994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1142997.125000 Penalty: 4687.622559
	Iteration 24Q: 3 clusters Score -1142997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1143001.375000 Penalty: 4687.622559
	Iteration 25Q: 3 clusters Score -1143001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1143008.250000 Penalty: 4687.622559
	Iteration 26Q: 3 clusters Score -1143008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1143014.125000 Penalty: 4687.622559
	Iteration 27Q: 3 clusters Score -1143014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1143017.500000 Penalty: 4687.622559
	Iteration 28Q: 3 clusters Score -1143018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1143020.750000 Penalty: 4687.622559
	Iteration 29Q: 3 clusters Score -1143021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1143025.000000 Penalty: 4687.622559
	Iteration 30Q: 3 clusters Score -1143025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1143025.625000 Penalty: 4687.622559
	Iteration 31Q: 3 clusters Score -1143026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1143029.375000 Penalty: 4687.622559
	Iteration 32Q: 3 clusters Score -1143029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1143028.000000 Penalty: 4687.622559
	Iteration 33Q: 3 clusters Score -1143028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1143028.500000 Penalty: 4687.622559
	Iteration 34Q: 3 clusters Score -1143028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1143031.000000 Penalty: 4687.622559
	Iteration 35Q: 3 clusters Score -1143031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1143030.375000 Penalty: 4687.622559
	Iteration 36Q: 3 clusters Score -1143030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1143031.000000 Penalty: 4687.622559
	Iteration 37Q: 3 clusters Score -1143031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1143031.375000 Penalty: 4687.622559
	Iteration 38Q: 3 clusters Score -1143031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1143034.375000 Penalty: 4687.622559
	Iteration 39Q: 3 clusters Score -1143034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1143033.625000 Penalty: 4687.622559
	Iteration 40F: 3 clusters Score -1143034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1143035.250000 Penalty: 4687.622559
	Iteration 41Q: 3 clusters Score -1143035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1143035.750000 Penalty: 4687.622559
	Iteration 42Q: 3 clusters Score -1143036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1143032.500000 Penalty: 4687.622559
	Iteration 43Q: 3 clusters Score -1143032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1143032.500000 Penalty: 4687.622559
	Iteration 44Q: 3 clusters Score -1143032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1143033.875000 Penalty: 4687.622559
	Iteration 45Q: 3 clusters Score -1143034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1143033.250000 Penalty: 4687.622559
	Iteration 46Q: 3 clusters Score -1143033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1143035.125000 Penalty: 4687.622559
	Iteration 47Q: 3 clusters Score -1143035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1143033.500000 Penalty: 4687.622559
	Iteration 48Q: 3 clusters Score -1143034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1143035.875000 Penalty: 4687.622559
	Iteration 49Q: 3 clusters Score -1143036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1143035.750000 Penalty: 4687.622559
	Iteration 50Q: 3 clusters Score -1143036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1143037.750000 Penalty: 4687.622559
	Iteration 51Q: 3 clusters Score -1143038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1143039.625000 Penalty: 4687.622559
	Iteration 52Q: 3 clusters Score -1143040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1143039.375000 Penalty: 4687.622559
	Iteration 53Q: 3 clusters Score -1143039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1143039.875000 Penalty: 4687.622559
	Iteration 54Q: 3 clusters Score -1143040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1143041.250000 Penalty: 4687.622559
	Iteration 55Q: 3 clusters Score -1143041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1143040.375000 Penalty: 4687.622559
	Iteration 56Q: 3 clusters Score -1143040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1143041.875000 Penalty: 4687.622559
	Iteration 57Q: 3 clusters Score -1143042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1143043.125000 Penalty: 4687.622559
	Iteration 58Q: 3 clusters Score -1143043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1143045.500000 Penalty: 4687.622559
	Iteration 59Q: 3 clusters Score -1143046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1143042.750000 Penalty: 4687.622559
	Iteration 60F: 3 clusters Score -1143043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1143044.500000 Penalty: 4687.622559
	Iteration 61Q: 3 clusters Score -1143044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1143045.375000 Penalty: 4687.622559
	Iteration 62Q: 3 clusters Score -1143045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1143045.375000 Penalty: 4687.622559
	Iteration 63Q: 3 clusters Score -1143045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1143046.750000 Penalty: 4687.622559
	Iteration 64Q: 3 clusters Score -1143047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1143048.750000 Penalty: 4687.622559
	Iteration 65Q: 3 clusters Score -1143049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1143048.125000 Penalty: 4687.622559
	Iteration 66Q: 3 clusters Score -1143048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1143051.250000 Penalty: 4687.622559
	Iteration 67Q: 3 clusters Score -1143051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1143051.500000 Penalty: 4687.622559
	Iteration 68Q: 3 clusters Score -1143052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1143054.000000 Penalty: 4687.622559
	Iteration 69Q: 3 clusters Score -1143054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1143053.000000 Penalty: 4687.622559
	Iteration 70Q: 3 clusters Score -1143053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1143053.000000 Penalty: 4687.622559
	Iteration 71Q: 3 clusters Score -1143053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1143053.750000 Penalty: 4687.622559
	Iteration 72Q: 3 clusters Score -1143054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1143055.000000 Penalty: 4687.622559
	Iteration 73Q: 3 clusters Score -1143055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1143054.625000 Penalty: 4687.622559
	Iteration 74Q: 3 clusters Score -1143055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1143055.375000 Penalty: 4687.622559
	Iteration 75Q: 3 clusters Score -1143055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1143055.750000 Penalty: 4687.622559
	Iteration 76Q: 3 clusters Score -1143056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1143055.750000 Penalty: 4687.622559
	Iteration 77F: 3 clusters Score -1143056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 32110 members 
Mstep: Class 8 contains 68437 members 
Mstep: Class 9 contains 155302 members 
Mstep: Class 10 contains 124100 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Entering Unmasked Estep 
Score: -138864272.000000 Penalty: 80263.484375
Splitting cluster 6 changes total score from -138781424.000000 to -138864272.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (32110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Entering Unmasked Estep 
Score: -3342553.750000 Penalty: 2573.476807
	Iteration 0F: 2 clusters Score -3342554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3320681.250000 Penalty: 5146.953613
	Iteration 0F: 3 clusters Score -3320681 nChanged 14586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3329141.750000 Penalty: 5146.953613
	Iteration 1F: 3 clusters Score -3329142 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3330297.250000 Penalty: 5146.953613
	Iteration 2F: 3 clusters Score -3330297 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3331801.000000 Penalty: 5146.953613
	Iteration 3F: 3 clusters Score -3331801 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3333878.250000 Penalty: 5146.953613
	Iteration 4F: 3 clusters Score -3333878 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3336414.500000 Penalty: 5146.953613
	Iteration 5F: 3 clusters Score -3336414 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3338983.750000 Penalty: 5146.953613
	Iteration 6F: 3 clusters Score -3338984 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3340989.000000 Penalty: 5146.953613
	Iteration 7F: 3 clusters Score -3340989 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3342386.000000 Penalty: 5146.953613
	Iteration 8F: 3 clusters Score -3342386 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3343460.000000 Penalty: 5146.953613
	Iteration 9Q: 3 clusters Score -3343460 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3344212.000000 Penalty: 5146.953613
	Iteration 10Q: 3 clusters Score -3344212 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3344919.750000 Penalty: 5146.953613
	Iteration 11Q: 3 clusters Score -3344920 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3345535.250000 Penalty: 5146.953613
	Iteration 12Q: 3 clusters Score -3345535 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3345992.750000 Penalty: 5146.953613
	Iteration 13Q: 3 clusters Score -3345993 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3346355.750000 Penalty: 5146.953613
	Iteration 14Q: 3 clusters Score -3346356 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3346546.500000 Penalty: 5146.953613
	Iteration 15Q: 3 clusters Score -3346546 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3346663.500000 Penalty: 5146.953613
	Iteration 16Q: 3 clusters Score -3346664 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -3346755.750000 Penalty: 5146.953613
	Iteration 17Q: 3 clusters Score -3346756 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3346797.500000 Penalty: 5146.953613
	Iteration 18Q: 3 clusters Score -3346798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3346830.250000 Penalty: 5146.953613
	Iteration 19Q: 3 clusters Score -3346830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3346854.000000 Penalty: 5146.953613
	Iteration 20F: 3 clusters Score -3346854 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3346861.250000 Penalty: 5146.953613
	Iteration 21Q: 3 clusters Score -3346861 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3346874.500000 Penalty: 5146.953613
	Iteration 22Q: 3 clusters Score -3346874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3346870.750000 Penalty: 5146.953613
	Iteration 23Q: 3 clusters Score -3346871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3346869.000000 Penalty: 5146.953613
	Iteration 24Q: 3 clusters Score -3346869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3346868.250000 Penalty: 5146.953613
	Iteration 25Q: 3 clusters Score -3346868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3346878.750000 Penalty: 5146.953613
	Iteration 26Q: 3 clusters Score -3346879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3346881.750000 Penalty: 5146.953613
	Iteration 27Q: 3 clusters Score -3346882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3346878.250000 Penalty: 5146.953613
	Iteration 28Q: 3 clusters Score -3346878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3346882.000000 Penalty: 5146.953613
	Iteration 29Q: 3 clusters Score -3346882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3346888.250000 Penalty: 5146.953613
	Iteration 30Q: 3 clusters Score -3346888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3346892.250000 Penalty: 5146.953613
	Iteration 31Q: 3 clusters Score -3346892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3346896.250000 Penalty: 5146.953613
	Iteration 32Q: 3 clusters Score -3346896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3346898.250000 Penalty: 5146.953613
	Iteration 33Q: 3 clusters Score -3346898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3346896.750000 Penalty: 5146.953613
	Iteration 34Q: 3 clusters Score -3346897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3346900.250000 Penalty: 5146.953613
	Iteration 35Q: 3 clusters Score -3346900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3346903.500000 Penalty: 5146.953613
	Iteration 36Q: 3 clusters Score -3346904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3346899.000000 Penalty: 5146.953613
	Iteration 37Q: 3 clusters Score -3346899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3346902.000000 Penalty: 5146.953613
	Iteration 38Q: 3 clusters Score -3346902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3346901.000000 Penalty: 5146.953613
	Iteration 39Q: 3 clusters Score -3346901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3346902.750000 Penalty: 5146.953613
	Iteration 40F: 3 clusters Score -3346903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3346900.000000 Penalty: 5146.953613
	Iteration 41Q: 3 clusters Score -3346900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3346904.500000 Penalty: 5146.953613
	Iteration 42Q: 3 clusters Score -3346904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3346894.750000 Penalty: 5146.953613
	Iteration 43Q: 3 clusters Score -3346895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3346892.000000 Penalty: 5146.953613
	Iteration 44Q: 3 clusters Score -3346892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3346896.750000 Penalty: 5146.953613
	Iteration 45Q: 3 clusters Score -3346897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3346897.500000 Penalty: 5146.953613
	Iteration 46Q: 3 clusters Score -3346898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3346901.500000 Penalty: 5146.953613
	Iteration 47Q: 3 clusters Score -3346902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3346902.250000 Penalty: 5146.953613
	Iteration 48Q: 3 clusters Score -3346902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3346901.250000 Penalty: 5146.953613
	Iteration 49Q: 3 clusters Score -3346901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3346901.250000 Penalty: 5146.953613
	Iteration 50F: 3 clusters Score -3346901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 68437 members 
Mstep: Class 9 contains 155302 members 
Mstep: Class 10 contains 124100 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Entering Unmasked Estep 
Score: -138867888.000000 Penalty: 83753.195312
Splitting cluster 7 changes total score from -138781424.000000 to -138867888.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (68437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Entering Unmasked Estep 
Score: -6941058.500000 Penalty: 2761.149902
	Iteration 0F: 2 clusters Score -6941058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -6895569.000000 Penalty: 5522.299805
	Iteration 0F: 3 clusters Score -6895569 nChanged 32218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -6919229.500000 Penalty: 5522.299805
	Iteration 1F: 3 clusters Score -6919230 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -6926090.500000 Penalty: 5522.299805
	Iteration 2F: 3 clusters Score -6926090 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -6932439.000000 Penalty: 5522.299805
	Iteration 3F: 3 clusters Score -6932439 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -6937144.000000 Penalty: 5522.299805
	Iteration 4F: 3 clusters Score -6937144 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -6940356.000000 Penalty: 5522.299805
	Iteration 5F: 3 clusters Score -6940356 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -6942449.500000 Penalty: 5522.299805
	Iteration 6Q: 3 clusters Score -6942450 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -6943554.500000 Penalty: 5522.299805
	Iteration 7Q: 3 clusters Score -6943554 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -6944344.500000 Penalty: 5522.299805
	Iteration 8Q: 3 clusters Score -6944344 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -6944898.000000 Penalty: 5522.299805
	Iteration 9Q: 3 clusters Score -6944898 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -6945452.500000 Penalty: 5522.299805
	Iteration 10Q: 3 clusters Score -6945452 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -6946080.500000 Penalty: 5522.299805
	Iteration 11Q: 3 clusters Score -6946080 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -6946820.000000 Penalty: 5522.299805
	Iteration 12Q: 3 clusters Score -6946820 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -6947778.000000 Penalty: 5522.299805
	Iteration 13Q: 3 clusters Score -6947778 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -6948801.500000 Penalty: 5522.299805
	Iteration 14Q: 3 clusters Score -6948802 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -6949931.000000 Penalty: 5522.299805
	Iteration 15Q: 3 clusters Score -6949931 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -6951059.500000 Penalty: 5522.299805
	Iteration 16Q: 3 clusters Score -6951060 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -6952024.000000 Penalty: 5522.299805
	Iteration 17Q: 3 clusters Score -6952024 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -6952864.500000 Penalty: 5522.299805
	Iteration 18Q: 3 clusters Score -6952864 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -6953531.500000 Penalty: 5522.299805
	Iteration 19Q: 3 clusters Score -6953532 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6954239.000000 Penalty: 5522.299805
	Iteration 20F: 3 clusters Score -6954239 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -6954726.500000 Penalty: 5522.299805
	Iteration 21Q: 3 clusters Score -6954726 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -6955149.000000 Penalty: 5522.299805
	Iteration 22Q: 3 clusters Score -6955149 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -6955677.500000 Penalty: 5522.299805
	Iteration 23Q: 3 clusters Score -6955678 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -6956135.500000 Penalty: 5522.299805
	Iteration 24Q: 3 clusters Score -6956136 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -6956681.500000 Penalty: 5522.299805
	Iteration 25Q: 3 clusters Score -6956682 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -6957112.000000 Penalty: 5522.299805
	Iteration 26Q: 3 clusters Score -6957112 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -6957392.500000 Penalty: 5522.299805
	Iteration 27Q: 3 clusters Score -6957392 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -6957628.000000 Penalty: 5522.299805
	Iteration 28Q: 3 clusters Score -6957628 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -6957679.000000 Penalty: 5522.299805
	Iteration 29Q: 3 clusters Score -6957679 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -6957701.000000 Penalty: 5522.299805
	Iteration 30Q: 3 clusters Score -6957701 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -6957737.000000 Penalty: 5522.299805
	Iteration 31Q: 3 clusters Score -6957737 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -6957745.500000 Penalty: 5522.299805
	Iteration 32Q: 3 clusters Score -6957746 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -6957744.000000 Penalty: 5522.299805
	Iteration 33Q: 3 clusters Score -6957744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -6957766.500000 Penalty: 5522.299805
	Iteration 34Q: 3 clusters Score -6957766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -6957773.000000 Penalty: 5522.299805
	Iteration 35Q: 3 clusters Score -6957773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -6957773.500000 Penalty: 5522.299805
	Iteration 36Q: 3 clusters Score -6957774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -6957774.000000 Penalty: 5522.299805
	Iteration 37Q: 3 clusters Score -6957774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -6957766.500000 Penalty: 5522.299805
	Iteration 38Q: 3 clusters Score -6957766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -6957761.000000 Penalty: 5522.299805
	Iteration 39Q: 3 clusters Score -6957761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -6957766.000000 Penalty: 5522.299805
	Iteration 40F: 3 clusters Score -6957766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -6957768.500000 Penalty: 5522.299805
	Iteration 41Q: 3 clusters Score -6957768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -6957770.500000 Penalty: 5522.299805
	Iteration 42Q: 3 clusters Score -6957770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -6957772.500000 Penalty: 5522.299805
	Iteration 43Q: 3 clusters Score -6957772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -6957770.500000 Penalty: 5522.299805
	Iteration 44Q: 3 clusters Score -6957770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -6957770.500000 Penalty: 5522.299805
	Iteration 45F: 3 clusters Score -6957770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 155302 members 
Mstep: Class 10 contains 124100 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Entering Unmasked Estep 
Score: -138882656.000000 Penalty: 87242.914062
Splitting cluster 8 changes total score from -138781424.000000 to -138882656.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (155302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155302 members 
Entering Unmasked Estep 
Score: -17364044.000000 Penalty: 2964.375488
	Iteration 0F: 2 clusters Score -1.736404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -17260796.000000 Penalty: 5928.750977
	Iteration 0F: 3 clusters Score -1.72608e+07 nChanged 74358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -17303786.000000 Penalty: 5928.750977
	Iteration 1F: 3 clusters Score -1.730379e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -17305138.000000 Penalty: 5928.750977
	Iteration 2Q: 3 clusters Score -1.730514e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -17307354.000000 Penalty: 5928.750977
	Iteration 3Q: 3 clusters Score -1.730735e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -17311426.000000 Penalty: 5928.750977
	Iteration 4F: 3 clusters Score -1.731143e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -17319610.000000 Penalty: 5928.750977
	Iteration 5F: 3 clusters Score -1.731961e+07 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -17332786.000000 Penalty: 5928.750977
	Iteration 6F: 3 clusters Score -1.733279e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130616 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -17347440.000000 Penalty: 5928.750977
	Iteration 7F: 3 clusters Score -1.734744e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139753 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -17357316.000000 Penalty: 5928.750977
	Iteration 8F: 3 clusters Score -1.735732e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144571 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -17362050.000000 Penalty: 5928.750977
	Iteration 9Q: 3 clusters Score -1.736205e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146988 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -17364386.000000 Penalty: 5928.750977
	Iteration 10Q: 3 clusters Score -1.736439e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148280 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -17365824.000000 Penalty: 5928.750977
	Iteration 11Q: 3 clusters Score -1.736582e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148873 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -17366688.000000 Penalty: 5928.750977
	Iteration 12Q: 3 clusters Score -1.736669e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -17366956.000000 Penalty: 5928.750977
	Iteration 13Q: 3 clusters Score -1.736696e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -17367070.000000 Penalty: 5928.750977
	Iteration 14Q: 3 clusters Score -1.736707e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149437 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -17367184.000000 Penalty: 5928.750977
	Iteration 15Q: 3 clusters Score -1.736718e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149519 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -17367214.000000 Penalty: 5928.750977
	Iteration 16Q: 3 clusters Score -1.736721e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149574 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -17367210.000000 Penalty: 5928.750977
	Iteration 17Q: 3 clusters Score -1.736721e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -17367236.000000 Penalty: 5928.750977
	Iteration 18Q: 3 clusters Score -1.736724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149637 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -17367246.000000 Penalty: 5928.750977
	Iteration 19Q: 3 clusters Score -1.736725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149649 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -17367244.000000 Penalty: 5928.750977
	Iteration 20F: 3 clusters Score -1.736724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149657 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -17367244.000000 Penalty: 5928.750977
	Iteration 21Q: 3 clusters Score -1.736724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -17367228.000000 Penalty: 5928.750977
	Iteration 22Q: 3 clusters Score -1.736723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149664 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -17367242.000000 Penalty: 5928.750977
	Iteration 23Q: 3 clusters Score -1.736724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149670 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -17367236.000000 Penalty: 5928.750977
	Iteration 24Q: 3 clusters Score -1.736724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149675 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -17367236.000000 Penalty: 5928.750977
	Iteration 25Q: 3 clusters Score -1.736724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -17367228.000000 Penalty: 5928.750977
	Iteration 26Q: 3 clusters Score -1.736723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149681 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -17367232.000000 Penalty: 5928.750977
	Iteration 27Q: 3 clusters Score -1.736723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149682 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -17367240.000000 Penalty: 5928.750977
	Iteration 28Q: 3 clusters Score -1.736724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149682 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -17367240.000000 Penalty: 5928.750977
	Iteration 29F: 3 clusters Score -1.736724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 124100 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Entering Unmasked Estep 
Score: -138885072.000000 Penalty: 90732.632812
Splitting cluster 9 changes total score from -138781424.000000 to -138885072.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (124100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Entering Unmasked Estep 
Score: -13800581.000000 Penalty: 2908.752930
	Iteration 0F: 2 clusters Score -1.380058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -13718061.000000 Penalty: 5817.505859
	Iteration 0F: 3 clusters Score -1.371806e+07 nChanged 58959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -13756511.000000 Penalty: 5817.505859
	Iteration 1F: 3 clusters Score -1.375651e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -13764937.000000 Penalty: 5817.505859
	Iteration 2F: 3 clusters Score -1.376494e+07 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -13775313.000000 Penalty: 5817.505859
	Iteration 3F: 3 clusters Score -1.377531e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -13787420.000000 Penalty: 5817.505859
	Iteration 4F: 3 clusters Score -1.378742e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -13798038.000000 Penalty: 5817.505859
	Iteration 5F: 3 clusters Score -1.379804e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -13805353.000000 Penalty: 5817.505859
	Iteration 6F: 3 clusters Score -1.380535e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -13809973.000000 Penalty: 5817.505859
	Iteration 7Q: 3 clusters Score -1.380997e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -13812808.000000 Penalty: 5817.505859
	Iteration 8Q: 3 clusters Score -1.381281e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -13814888.000000 Penalty: 5817.505859
	Iteration 9Q: 3 clusters Score -1.381489e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -13816536.000000 Penalty: 5817.505859
	Iteration 10Q: 3 clusters Score -1.381654e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -13817802.000000 Penalty: 5817.505859
	Iteration 11Q: 3 clusters Score -1.38178e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -13818591.000000 Penalty: 5817.505859
	Iteration 12Q: 3 clusters Score -1.381859e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -13819353.000000 Penalty: 5817.505859
	Iteration 13Q: 3 clusters Score -1.381935e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 103202 members 
Entering Unmasked Estep 
Score: -13819880.000000 Penalty: 5817.505859
	Iteration 14Q: 3 clusters Score -1.381988e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -13820350.000000 Penalty: 5817.505859
	Iteration 15Q: 3 clusters Score -1.382035e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
Score: -13820735.000000 Penalty: 5817.505859
	Iteration 16Q: 3 clusters Score -1.382074e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -13821107.000000 Penalty: 5817.505859
	Iteration 17Q: 3 clusters Score -1.382111e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -13821569.000000 Penalty: 5817.505859
	Iteration 18Q: 3 clusters Score -1.382157e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -13821891.000000 Penalty: 5817.505859
	Iteration 19Q: 3 clusters Score -1.382189e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 107769 members 
Entering Unmasked Estep 
Score: -13822252.000000 Penalty: 5817.505859
	Iteration 20F: 3 clusters Score -1.382225e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 108319 members 
Entering Unmasked Estep 
Score: -13822571.000000 Penalty: 5817.505859
	Iteration 21Q: 3 clusters Score -1.382257e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 108780 members 
Entering Unmasked Estep 
Score: -13822890.000000 Penalty: 5817.505859
	Iteration 22Q: 3 clusters Score -1.382289e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 109141 members 
Entering Unmasked Estep 
Score: -13823180.000000 Penalty: 5817.505859
	Iteration 23Q: 3 clusters Score -1.382318e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 109406 members 
Entering Unmasked Estep 
Score: -13823314.000000 Penalty: 5817.505859
	Iteration 24Q: 3 clusters Score -1.382331e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 109548 members 
Entering Unmasked Estep 
Score: -13823468.000000 Penalty: 5817.505859
	Iteration 25Q: 3 clusters Score -1.382347e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 109607 members 
Entering Unmasked Estep 
Score: -13823621.000000 Penalty: 5817.505859
	Iteration 26Q: 3 clusters Score -1.382362e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -13824112.000000 Penalty: 5817.505859
	Iteration 27Q: 3 clusters Score -1.382411e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 109112 members 
Entering Unmasked Estep 
Score: -13825193.000000 Penalty: 5817.505859
	Iteration 28Q: 3 clusters Score -1.382519e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 108236 members 
Entering Unmasked Estep 
Score: -13827474.000000 Penalty: 5817.505859
	Iteration 29Q: 3 clusters Score -1.382747e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -13829645.000000 Penalty: 5817.505859
	Iteration 30Q: 3 clusters Score -1.382964e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -13831119.000000 Penalty: 5817.505859
	Iteration 31Q: 3 clusters Score -1.383112e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -13832105.000000 Penalty: 5817.505859
	Iteration 32Q: 3 clusters Score -1.38321e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -13832609.000000 Penalty: 5817.505859
	Iteration 33Q: 3 clusters Score -1.383261e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 104880 members 
Entering Unmasked Estep 
Score: -13832895.000000 Penalty: 5817.505859
	Iteration 34Q: 3 clusters Score -1.38329e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 104688 members 
Entering Unmasked Estep 
Score: -13833087.000000 Penalty: 5817.505859
	Iteration 35Q: 3 clusters Score -1.383309e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -13833084.000000 Penalty: 5817.505859
	Iteration 36Q: 3 clusters Score -1.383308e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -13833083.000000 Penalty: 5817.505859
	Iteration 37Q: 3 clusters Score -1.383308e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 104453 members 
Entering Unmasked Estep 
Score: -13833092.000000 Penalty: 5817.505859
	Iteration 38Q: 3 clusters Score -1.383309e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 104415 members 
Entering Unmasked Estep 
Score: -13833131.000000 Penalty: 5817.505859
	Iteration 39Q: 3 clusters Score -1.383313e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -13833655.000000 Penalty: 5817.505859
	Iteration 40F: 3 clusters Score -1.383366e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -13833684.000000 Penalty: 5817.505859
	Iteration 41Q: 3 clusters Score -1.383368e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -13833707.000000 Penalty: 5817.505859
	Iteration 42Q: 3 clusters Score -1.383371e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 104123 members 
Entering Unmasked Estep 
Score: -13833723.000000 Penalty: 5817.505859
	Iteration 43Q: 3 clusters Score -1.383372e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -13833727.000000 Penalty: 5817.505859
	Iteration 44Q: 3 clusters Score -1.383373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
Score: -13833724.000000 Penalty: 5817.505859
	Iteration 45Q: 3 clusters Score -1.383372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -13833704.000000 Penalty: 5817.505859
	Iteration 46Q: 3 clusters Score -1.38337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -13833728.000000 Penalty: 5817.505859
	Iteration 47Q: 3 clusters Score -1.383373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -13833721.000000 Penalty: 5817.505859
	Iteration 48Q: 3 clusters Score -1.383372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -13833718.000000 Penalty: 5817.505859
	Iteration 49Q: 3 clusters Score -1.383372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -13833721.000000 Penalty: 5817.505859
	Iteration 50Q: 3 clusters Score -1.383372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -13833724.000000 Penalty: 5817.505859
	Iteration 51Q: 3 clusters Score -1.383372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -13833720.000000 Penalty: 5817.505859
	Iteration 52Q: 3 clusters Score -1.383372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -13833723.000000 Penalty: 5817.505859
	Iteration 53Q: 3 clusters Score -1.383372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -13833723.000000 Penalty: 5817.505859
	Iteration 54Q: 3 clusters Score -1.383372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -13833730.000000 Penalty: 5817.505859
	Iteration 55Q: 3 clusters Score -1.383373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -13833725.000000 Penalty: 5817.505859
	Iteration 56Q: 3 clusters Score -1.383372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -13833725.000000 Penalty: 5817.505859
	Iteration 57Q: 3 clusters Score -1.383372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -13833725.000000 Penalty: 5817.505859
	Iteration 58F: 3 clusters Score -1.383372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 83854 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 104013 members 
Entering Unmasked Estep 
Score: -138917248.000000 Penalty: 94222.351562
Splitting cluster 10 changes total score from -138781424.000000 to -138917248.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (83854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Entering Unmasked Estep 
Score: -9374282.000000 Penalty: 2811.534424
	Iteration 0F: 2 clusters Score -9374282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -9318107.000000 Penalty: 5623.068848
	Iteration 0F: 3 clusters Score -9318107 nChanged 39563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -9342648.000000 Penalty: 5623.068848
	Iteration 1F: 3 clusters Score -9342648 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -9345864.000000 Penalty: 5623.068848
	Iteration 2F: 3 clusters Score -9345864 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -9350640.000000 Penalty: 5623.068848
	Iteration 3F: 3 clusters Score -9350640 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -9356355.000000 Penalty: 5623.068848
	Iteration 4F: 3 clusters Score -9356355 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -9362322.000000 Penalty: 5623.068848
	Iteration 5F: 3 clusters Score -9362322 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -9368089.000000 Penalty: 5623.068848
	Iteration 6F: 3 clusters Score -9368089 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -9372544.000000 Penalty: 5623.068848
	Iteration 7F: 3 clusters Score -9372544 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -9375739.000000 Penalty: 5623.068848
	Iteration 8Q: 3 clusters Score -9375739 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -9378037.000000 Penalty: 5623.068848
	Iteration 9Q: 3 clusters Score -9378037 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -9379831.000000 Penalty: 5623.068848
	Iteration 10Q: 3 clusters Score -9379831 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -9381546.000000 Penalty: 5623.068848
	Iteration 11Q: 3 clusters Score -9381546 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -9383181.000000 Penalty: 5623.068848
	Iteration 12Q: 3 clusters Score -9383181 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -9385070.000000 Penalty: 5623.068848
	Iteration 13Q: 3 clusters Score -9385070 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -9387622.000000 Penalty: 5623.068848
	Iteration 14Q: 3 clusters Score -9387622 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -9390875.000000 Penalty: 5623.068848
	Iteration 15Q: 3 clusters Score -9390875 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -9393713.000000 Penalty: 5623.068848
	Iteration 16Q: 3 clusters Score -9393713 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -9395383.000000 Penalty: 5623.068848
	Iteration 17Q: 3 clusters Score -9395383 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -9396244.000000 Penalty: 5623.068848
	Iteration 18Q: 3 clusters Score -9396244 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -9396934.000000 Penalty: 5623.068848
	Iteration 19Q: 3 clusters Score -9396934 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -9397902.000000 Penalty: 5623.068848
	Iteration 20F: 3 clusters Score -9397902 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -9399317.000000 Penalty: 5623.068848
	Iteration 21Q: 3 clusters Score -9399317 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -9400159.000000 Penalty: 5623.068848
	Iteration 22Q: 3 clusters Score -9400159 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -9400436.000000 Penalty: 5623.068848
	Iteration 23Q: 3 clusters Score -9400436 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -9400482.000000 Penalty: 5623.068848
	Iteration 24Q: 3 clusters Score -9400482 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -9400517.000000 Penalty: 5623.068848
	Iteration 25Q: 3 clusters Score -9400517 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -9400532.000000 Penalty: 5623.068848
	Iteration 26Q: 3 clusters Score -9400532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -9400557.000000 Penalty: 5623.068848
	Iteration 27Q: 3 clusters Score -9400557 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -9400558.000000 Penalty: 5623.068848
	Iteration 28Q: 3 clusters Score -9400558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -9400569.000000 Penalty: 5623.068848
	Iteration 29Q: 3 clusters Score -9400569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -9400565.000000 Penalty: 5623.068848
	Iteration 30Q: 3 clusters Score -9400565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -9400563.000000 Penalty: 5623.068848
	Iteration 31Q: 3 clusters Score -9400563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -9400562.000000 Penalty: 5623.068848
	Iteration 32Q: 3 clusters Score -9400562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -9400573.000000 Penalty: 5623.068848
	Iteration 33Q: 3 clusters Score -9400573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -9400576.000000 Penalty: 5623.068848
	Iteration 34Q: 3 clusters Score -9400576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -9400562.000000 Penalty: 5623.068848
	Iteration 35Q: 3 clusters Score -9400562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -9400560.000000 Penalty: 5623.068848
	Iteration 36Q: 3 clusters Score -9400560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9400568.000000 Penalty: 5623.068848
	Iteration 37Q: 3 clusters Score -9400568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -9400557.000000 Penalty: 5623.068848
	Iteration 38Q: 3 clusters Score -9400557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -9400560.000000 Penalty: 5623.068848
	Iteration 39Q: 3 clusters Score -9400560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -9400562.000000 Penalty: 5623.068848
	Iteration 40F: 3 clusters Score -9400562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -9400561.000000 Penalty: 5623.068848
	Iteration 41Q: 3 clusters Score -9400561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -9400554.000000 Penalty: 5623.068848
	Iteration 42Q: 3 clusters Score -9400554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -9400566.000000 Penalty: 5623.068848
	Iteration 43Q: 3 clusters Score -9400566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -9400561.000000 Penalty: 5623.068848
	Iteration 44Q: 3 clusters Score -9400561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -9400568.000000 Penalty: 5623.068848
	Iteration 45Q: 3 clusters Score -9400568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -9400567.000000 Penalty: 5623.068848
	Iteration 46Q: 3 clusters Score -9400567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -9400565.000000 Penalty: 5623.068848
	Iteration 47Q: 3 clusters Score -9400565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -9400568.000000 Penalty: 5623.068848
	Iteration 48Q: 3 clusters Score -9400568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -9400568.000000 Penalty: 5623.068848
	Iteration 49F: 3 clusters Score -9400568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 104013 members 
Mstep: Class 28 contains 48661 members 
Entering Unmasked Estep 
Score: -138941360.000000 Penalty: 97712.062500
Splitting cluster 11 changes total score from -138781424.000000 to -138941360.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (18589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Entering Unmasked Estep 
Score: -1961373.000000 Penalty: 2437.920654
	Iteration 0F: 2 clusters Score -1961373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1948254.625000 Penalty: 4875.841309
	Iteration 0F: 3 clusters Score -1948255 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1953629.250000 Penalty: 4875.841309
	Iteration 1F: 3 clusters Score -1953629 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1954772.125000 Penalty: 4875.841309
	Iteration 2F: 3 clusters Score -1954772 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1955948.625000 Penalty: 4875.841309
	Iteration 3F: 3 clusters Score -1955949 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1957027.375000 Penalty: 4875.841309
	Iteration 4F: 3 clusters Score -1957027 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1957931.500000 Penalty: 4875.841309
	Iteration 5F: 3 clusters Score -1957932 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1958712.625000 Penalty: 4875.841309
	Iteration 6F: 3 clusters Score -1958713 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1959409.500000 Penalty: 4875.841309
	Iteration 7Q: 3 clusters Score -1959410 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1959971.750000 Penalty: 4875.841309
	Iteration 8Q: 3 clusters Score -1959972 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1960427.875000 Penalty: 4875.841309
	Iteration 9Q: 3 clusters Score -1960428 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1960748.125000 Penalty: 4875.841309
	Iteration 10Q: 3 clusters Score -1960748 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1960955.625000 Penalty: 4875.841309
	Iteration 11Q: 3 clusters Score -1960956 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1961082.875000 Penalty: 4875.841309
	Iteration 12Q: 3 clusters Score -1961083 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1961184.250000 Penalty: 4875.841309
	Iteration 13Q: 3 clusters Score -1961184 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1961247.625000 Penalty: 4875.841309
	Iteration 14Q: 3 clusters Score -1961248 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1961308.250000 Penalty: 4875.841309
	Iteration 15Q: 3 clusters Score -1961308 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1961367.875000 Penalty: 4875.841309
	Iteration 16Q: 3 clusters Score -1961368 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1961422.125000 Penalty: 4875.841309
	Iteration 17Q: 3 clusters Score -1961422 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1961486.500000 Penalty: 4875.841309
	Iteration 18Q: 3 clusters Score -1961486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1961568.625000 Penalty: 4875.841309
	Iteration 19Q: 3 clusters Score -1961569 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1961692.500000 Penalty: 4875.841309
	Iteration 20F: 3 clusters Score -1961692 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1961835.625000 Penalty: 4875.841309
	Iteration 21Q: 3 clusters Score -1961836 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1961963.625000 Penalty: 4875.841309
	Iteration 22Q: 3 clusters Score -1961964 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1962052.250000 Penalty: 4875.841309
	Iteration 23Q: 3 clusters Score -1962052 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1962109.625000 Penalty: 4875.841309
	Iteration 24Q: 3 clusters Score -1962110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1962147.125000 Penalty: 4875.841309
	Iteration 25Q: 3 clusters Score -1962147 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1962169.125000 Penalty: 4875.841309
	Iteration 26Q: 3 clusters Score -1962169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1962190.500000 Penalty: 4875.841309
	Iteration 27Q: 3 clusters Score -1962190 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1962211.125000 Penalty: 4875.841309
	Iteration 28Q: 3 clusters Score -1962211 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1962238.750000 Penalty: 4875.841309
	Iteration 29Q: 3 clusters Score -1962239 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1962266.500000 Penalty: 4875.841309
	Iteration 30Q: 3 clusters Score -1962266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1962296.125000 Penalty: 4875.841309
	Iteration 31Q: 3 clusters Score -1962296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1962333.375000 Penalty: 4875.841309
	Iteration 32Q: 3 clusters Score -1962333 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1962368.375000 Penalty: 4875.841309
	Iteration 33Q: 3 clusters Score -1962368 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1962402.000000 Penalty: 4875.841309
	Iteration 34Q: 3 clusters Score -1962402 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1962446.125000 Penalty: 4875.841309
	Iteration 35Q: 3 clusters Score -1962446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1962476.375000 Penalty: 4875.841309
	Iteration 36Q: 3 clusters Score -1962476 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1962521.125000 Penalty: 4875.841309
	Iteration 37Q: 3 clusters Score -1962521 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1962584.125000 Penalty: 4875.841309
	Iteration 38Q: 3 clusters Score -1962584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1962658.250000 Penalty: 4875.841309
	Iteration 39Q: 3 clusters Score -1962658 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1962763.750000 Penalty: 4875.841309
	Iteration 40F: 3 clusters Score -1962764 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1962946.750000 Penalty: 4875.841309
	Iteration 41Q: 3 clusters Score -1962947 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1963155.250000 Penalty: 4875.841309
	Iteration 42Q: 3 clusters Score -1963155 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1963388.750000 Penalty: 4875.841309
	Iteration 43Q: 3 clusters Score -1963389 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1963565.125000 Penalty: 4875.841309
	Iteration 44Q: 3 clusters Score -1963565 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1963672.875000 Penalty: 4875.841309
	Iteration 45Q: 3 clusters Score -1963673 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1963727.125000 Penalty: 4875.841309
	Iteration 46Q: 3 clusters Score -1963727 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1963766.875000 Penalty: 4875.841309
	Iteration 47Q: 3 clusters Score -1963767 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1963797.250000 Penalty: 4875.841309
	Iteration 48Q: 3 clusters Score -1963797 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1963820.250000 Penalty: 4875.841309
	Iteration 49Q: 3 clusters Score -1963820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1963839.750000 Penalty: 4875.841309
	Iteration 50Q: 3 clusters Score -1963840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1963840.375000 Penalty: 4875.841309
	Iteration 51Q: 3 clusters Score -1963840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1963846.625000 Penalty: 4875.841309
	Iteration 52Q: 3 clusters Score -1963847 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1963855.125000 Penalty: 4875.841309
	Iteration 53Q: 3 clusters Score -1963855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1963860.750000 Penalty: 4875.841309
	Iteration 54Q: 3 clusters Score -1963861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1963864.875000 Penalty: 4875.841309
	Iteration 55Q: 3 clusters Score -1963865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1963869.500000 Penalty: 4875.841309
	Iteration 56Q: 3 clusters Score -1963870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1963873.625000 Penalty: 4875.841309
	Iteration 57Q: 3 clusters Score -1963874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1963876.125000 Penalty: 4875.841309
	Iteration 58Q: 3 clusters Score -1963876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1963882.000000 Penalty: 4875.841309
	Iteration 59Q: 3 clusters Score -1963882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1963887.125000 Penalty: 4875.841309
	Iteration 60F: 3 clusters Score -1963887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1963890.625000 Penalty: 4875.841309
	Iteration 61Q: 3 clusters Score -1963891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1963887.000000 Penalty: 4875.841309
	Iteration 62Q: 3 clusters Score -1963887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1963887.750000 Penalty: 4875.841309
	Iteration 63Q: 3 clusters Score -1963888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1963886.125000 Penalty: 4875.841309
	Iteration 64Q: 3 clusters Score -1963886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1963890.125000 Penalty: 4875.841309
	Iteration 65Q: 3 clusters Score -1963890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1963891.375000 Penalty: 4875.841309
	Iteration 66Q: 3 clusters Score -1963891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1963890.875000 Penalty: 4875.841309
	Iteration 67Q: 3 clusters Score -1963891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1963892.125000 Penalty: 4875.841309
	Iteration 68Q: 3 clusters Score -1963892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1963892.375000 Penalty: 4875.841309
	Iteration 69Q: 3 clusters Score -1963892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1963894.750000 Penalty: 4875.841309
	Iteration 70Q: 3 clusters Score -1963895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1963893.500000 Penalty: 4875.841309
	Iteration 71Q: 3 clusters Score -1963894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1963893.500000 Penalty: 4875.841309
	Iteration 72F: 3 clusters Score -1963894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 125167 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 104013 members 
Mstep: Class 28 contains 48661 members 
Mstep: Class 29 contains 9337 members 
Entering Unmasked Estep 
Score: -138942864.000000 Penalty: 101201.781250
Splitting cluster 12 changes total score from -138781424.000000 to -138942864.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (125167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125167 members 
Entering Unmasked Estep 
Score: -13971010.000000 Penalty: 2910.876221
	Iteration 0F: 2 clusters Score -1.397101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -13887247.000000 Penalty: 5821.752441
	Iteration 0F: 3 clusters Score -1.388725e+07 nChanged 59681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -13926462.000000 Penalty: 5821.752441
	Iteration 1F: 3 clusters Score -1.392646e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -13939591.000000 Penalty: 5821.752441
	Iteration 2F: 3 clusters Score -1.393959e+07 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -13958816.000000 Penalty: 5821.752441
	Iteration 3F: 3 clusters Score -1.395882e+07 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -13974360.000000 Penalty: 5821.752441
	Iteration 4F: 3 clusters Score -1.397436e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -13983501.000000 Penalty: 5821.752441
	Iteration 5F: 3 clusters Score -1.39835e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -13988175.000000 Penalty: 5821.752441
	Iteration 6F: 3 clusters Score -1.398818e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -13990493.000000 Penalty: 5821.752441
	Iteration 7Q: 3 clusters Score -1.399049e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -13991873.000000 Penalty: 5821.752441
	Iteration 8Q: 3 clusters Score -1.399187e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -13992638.000000 Penalty: 5821.752441
	Iteration 9Q: 3 clusters Score -1.399264e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -13993029.000000 Penalty: 5821.752441
	Iteration 10Q: 3 clusters Score -1.399303e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -13993362.000000 Penalty: 5821.752441
	Iteration 11Q: 3 clusters Score -1.399336e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -13993571.000000 Penalty: 5821.752441
	Iteration 12Q: 3 clusters Score -1.399357e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111503 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -13993679.000000 Penalty: 5821.752441
	Iteration 13Q: 3 clusters Score -1.399368e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112004 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -13993789.000000 Penalty: 5821.752441
	Iteration 14Q: 3 clusters Score -1.399379e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112392 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -13993846.000000 Penalty: 5821.752441
	Iteration 15Q: 3 clusters Score -1.399385e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112693 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -13993885.000000 Penalty: 5821.752441
	Iteration 16Q: 3 clusters Score -1.399388e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -13993899.000000 Penalty: 5821.752441
	Iteration 17Q: 3 clusters Score -1.39939e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113096 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -13993906.000000 Penalty: 5821.752441
	Iteration 18Q: 3 clusters Score -1.399391e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -13993902.000000 Penalty: 5821.752441
	Iteration 19Q: 3 clusters Score -1.39939e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113320 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -13993934.000000 Penalty: 5821.752441
	Iteration 20F: 3 clusters Score -1.399393e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113392 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -13993931.000000 Penalty: 5821.752441
	Iteration 21Q: 3 clusters Score -1.399393e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -13993906.000000 Penalty: 5821.752441
	Iteration 22Q: 3 clusters Score -1.399391e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113501 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -13993902.000000 Penalty: 5821.752441
	Iteration 23Q: 3 clusters Score -1.39939e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113555 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -13993909.000000 Penalty: 5821.752441
	Iteration 24Q: 3 clusters Score -1.399391e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -13993917.000000 Penalty: 5821.752441
	Iteration 25Q: 3 clusters Score -1.399392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113637 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -13993916.000000 Penalty: 5821.752441
	Iteration 26Q: 3 clusters Score -1.399392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -13993931.000000 Penalty: 5821.752441
	Iteration 27Q: 3 clusters Score -1.399393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -13993926.000000 Penalty: 5821.752441
	Iteration 28Q: 3 clusters Score -1.399393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -13993931.000000 Penalty: 5821.752441
	Iteration 29Q: 3 clusters Score -1.399393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -13993940.000000 Penalty: 5821.752441
	Iteration 30Q: 3 clusters Score -1.399394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -13993940.000000 Penalty: 5821.752441
	Iteration 31Q: 3 clusters Score -1.399394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -13993940.000000 Penalty: 5821.752441
	Iteration 32Q: 3 clusters Score -1.399394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113726 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -13993941.000000 Penalty: 5821.752441
	Iteration 33Q: 3 clusters Score -1.399394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -13993925.000000 Penalty: 5821.752441
	Iteration 34Q: 3 clusters Score -1.399392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -13993930.000000 Penalty: 5821.752441
	Iteration 35Q: 3 clusters Score -1.399393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -13993933.000000 Penalty: 5821.752441
	Iteration 36Q: 3 clusters Score -1.399393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -13993925.000000 Penalty: 5821.752441
	Iteration 37Q: 3 clusters Score -1.399392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -13993935.000000 Penalty: 5821.752441
	Iteration 38Q: 3 clusters Score -1.399394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -13993928.000000 Penalty: 5821.752441
	Iteration 39Q: 3 clusters Score -1.399393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -13993931.000000 Penalty: 5821.752441
	Iteration 40F: 3 clusters Score -1.399393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113747 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -13993937.000000 Penalty: 5821.752441
	Iteration 41Q: 3 clusters Score -1.399394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113748 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -13993937.000000 Penalty: 5821.752441
	Iteration 42Q: 3 clusters Score -1.399394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -13993930.000000 Penalty: 5821.752441
	Iteration 43Q: 3 clusters Score -1.399393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -13993930.000000 Penalty: 5821.752441
	Iteration 44F: 3 clusters Score -1.399393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 113749 members 
Mstep: Class 14 contains 38490 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 104013 members 
Mstep: Class 28 contains 48661 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 11418 members 
Entering Unmasked Estep 
Score: -138964608.000000 Penalty: 104691.500000
Splitting cluster 13 changes total score from -138781424.000000 to -138964608.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (38490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Entering Unmasked Estep 
Score: -3940496.000000 Penalty: 2618.422119
	Iteration 0F: 2 clusters Score -3940496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3914711.750000 Penalty: 5236.844238
	Iteration 0F: 3 clusters Score -3914712 nChanged 17763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3927972.000000 Penalty: 5236.844238
	Iteration 1F: 3 clusters Score -3927972 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3934064.750000 Penalty: 5236.844238
	Iteration 2F: 3 clusters Score -3934065 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3939431.750000 Penalty: 5236.844238
	Iteration 3F: 3 clusters Score -3939432 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3942166.500000 Penalty: 5236.844238
	Iteration 4F: 3 clusters Score -3942166 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3943237.500000 Penalty: 5236.844238
	Iteration 5Q: 3 clusters Score -3943238 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3943746.750000 Penalty: 5236.844238
	Iteration 6Q: 3 clusters Score -3943747 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3944030.250000 Penalty: 5236.844238
	Iteration 7Q: 3 clusters Score -3944030 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3944203.500000 Penalty: 5236.844238
	Iteration 8Q: 3 clusters Score -3944204 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3944334.750000 Penalty: 5236.844238
	Iteration 9Q: 3 clusters Score -3944335 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3944439.750000 Penalty: 5236.844238
	Iteration 10Q: 3 clusters Score -3944440 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3944506.250000 Penalty: 5236.844238
	Iteration 11Q: 3 clusters Score -3944506 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3944554.750000 Penalty: 5236.844238
	Iteration 12Q: 3 clusters Score -3944555 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3944606.000000 Penalty: 5236.844238
	Iteration 13Q: 3 clusters Score -3944606 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3944652.750000 Penalty: 5236.844238
	Iteration 14Q: 3 clusters Score -3944653 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3944727.750000 Penalty: 5236.844238
	Iteration 15Q: 3 clusters Score -3944728 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3944798.000000 Penalty: 5236.844238
	Iteration 16Q: 3 clusters Score -3944798 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3944888.250000 Penalty: 5236.844238
	Iteration 17Q: 3 clusters Score -3944888 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3945038.500000 Penalty: 5236.844238
	Iteration 18Q: 3 clusters Score -3945038 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3945300.000000 Penalty: 5236.844238
	Iteration 19Q: 3 clusters Score -3945300 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3945830.000000 Penalty: 5236.844238
	Iteration 20F: 3 clusters Score -3945830 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3946688.750000 Penalty: 5236.844238
	Iteration 21Q: 3 clusters Score -3946689 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3947359.750000 Penalty: 5236.844238
	Iteration 22Q: 3 clusters Score -3947360 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3947638.750000 Penalty: 5236.844238
	Iteration 23Q: 3 clusters Score -3947639 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3947759.500000 Penalty: 5236.844238
	Iteration 24Q: 3 clusters Score -3947760 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3947811.000000 Penalty: 5236.844238
	Iteration 25Q: 3 clusters Score -3947811 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3947835.750000 Penalty: 5236.844238
	Iteration 26Q: 3 clusters Score -3947836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3947838.250000 Penalty: 5236.844238
	Iteration 27Q: 3 clusters Score -3947838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3947844.250000 Penalty: 5236.844238
	Iteration 28Q: 3 clusters Score -3947844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3947847.500000 Penalty: 5236.844238
	Iteration 29Q: 3 clusters Score -3947848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3947844.000000 Penalty: 5236.844238
	Iteration 30Q: 3 clusters Score -3947844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3947850.250000 Penalty: 5236.844238
	Iteration 31Q: 3 clusters Score -3947850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3947847.000000 Penalty: 5236.844238
	Iteration 32Q: 3 clusters Score -3947847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3947851.500000 Penalty: 5236.844238
	Iteration 33Q: 3 clusters Score -3947852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3947847.750000 Penalty: 5236.844238
	Iteration 34Q: 3 clusters Score -3947848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3947848.750000 Penalty: 5236.844238
	Iteration 35Q: 3 clusters Score -3947849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3947855.000000 Penalty: 5236.844238
	Iteration 36Q: 3 clusters Score -3947855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3947850.000000 Penalty: 5236.844238
	Iteration 37Q: 3 clusters Score -3947850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3947850.750000 Penalty: 5236.844238
	Iteration 38Q: 3 clusters Score -3947851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3947859.750000 Penalty: 5236.844238
	Iteration 39Q: 3 clusters Score -3947860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3947865.250000 Penalty: 5236.844238
	Iteration 40F: 3 clusters Score -3947865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3947863.500000 Penalty: 5236.844238
	Iteration 41Q: 3 clusters Score -3947864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3947862.000000 Penalty: 5236.844238
	Iteration 42Q: 3 clusters Score -3947862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3947860.250000 Penalty: 5236.844238
	Iteration 43Q: 3 clusters Score -3947860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3947860.750000 Penalty: 5236.844238
	Iteration 44Q: 3 clusters Score -3947861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3947862.500000 Penalty: 5236.844238
	Iteration 45Q: 3 clusters Score -3947862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3947870.250000 Penalty: 5236.844238
	Iteration 46Q: 3 clusters Score -3947870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3947869.250000 Penalty: 5236.844238
	Iteration 47Q: 3 clusters Score -3947869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3947867.750000 Penalty: 5236.844238
	Iteration 48Q: 3 clusters Score -3947868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3947864.250000 Penalty: 5236.844238
	Iteration 49Q: 3 clusters Score -3947864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3947869.750000 Penalty: 5236.844238
	Iteration 50Q: 3 clusters Score -3947870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3947860.000000 Penalty: 5236.844238
	Iteration 51Q: 3 clusters Score -3947860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3947854.750000 Penalty: 5236.844238
	Iteration 52Q: 3 clusters Score -3947855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3947864.000000 Penalty: 5236.844238
	Iteration 53Q: 3 clusters Score -3947864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3947861.750000 Penalty: 5236.844238
	Iteration 54Q: 3 clusters Score -3947862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3947857.000000 Penalty: 5236.844238
	Iteration 55Q: 3 clusters Score -3947857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3947858.750000 Penalty: 5236.844238
	Iteration 56Q: 3 clusters Score -3947859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3947869.750000 Penalty: 5236.844238
	Iteration 57Q: 3 clusters Score -3947870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3947866.000000 Penalty: 5236.844238
	Iteration 58Q: 3 clusters Score -3947866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3947870.000000 Penalty: 5236.844238
	Iteration 59Q: 3 clusters Score -3947870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3947873.000000 Penalty: 5236.844238
	Iteration 60F: 3 clusters Score -3947873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3947873.750000 Penalty: 5236.844238
	Iteration 61Q: 3 clusters Score -3947874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3947872.250000 Penalty: 5236.844238
	Iteration 62Q: 3 clusters Score -3947872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3947872.500000 Penalty: 5236.844238
	Iteration 63Q: 3 clusters Score -3947872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3947867.000000 Penalty: 5236.844238
	Iteration 64Q: 3 clusters Score -3947867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3947867.000000 Penalty: 5236.844238
	Iteration 65F: 3 clusters Score -3947867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 113749 members 
Mstep: Class 14 contains 29355 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 104013 members 
Mstep: Class 28 contains 48661 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 11418 members 
Mstep: Class 31 contains 9135 members 
Entering Unmasked Estep 
Score: -138971024.000000 Penalty: 108181.210938
Splitting cluster 14 changes total score from -138781424.000000 to -138971024.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (22359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Entering Unmasked Estep 
Score: -2196834.000000 Penalty: 2483.716064
	Iteration 0F: 2 clusters Score -2196834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2181537.250000 Penalty: 4967.432129
	Iteration 0F: 3 clusters Score -2181537 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2194525.000000 Penalty: 4967.432129
	Iteration 1F: 3 clusters Score -2194525 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2205891.000000 Penalty: 4967.432129
	Iteration 2F: 3 clusters Score -2205891 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2209060.000000 Penalty: 4967.432129
	Iteration 3F: 3 clusters Score -2209060 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2209568.500000 Penalty: 4967.432129
	Iteration 4Q: 3 clusters Score -2209568 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2209791.750000 Penalty: 4967.432129
	Iteration 5Q: 3 clusters Score -2209792 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2210020.500000 Penalty: 4967.432129
	Iteration 6Q: 3 clusters Score -2210020 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2210326.750000 Penalty: 4967.432129
	Iteration 7Q: 3 clusters Score -2210327 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2210570.000000 Penalty: 4967.432129
	Iteration 8Q: 3 clusters Score -2210570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2210673.750000 Penalty: 4967.432129
	Iteration 9Q: 3 clusters Score -2210674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2210709.500000 Penalty: 4967.432129
	Iteration 10Q: 3 clusters Score -2210710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2210727.750000 Penalty: 4967.432129
	Iteration 11Q: 3 clusters Score -2210728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2210737.250000 Penalty: 4967.432129
	Iteration 12Q: 3 clusters Score -2210737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2210738.750000 Penalty: 4967.432129
	Iteration 13Q: 3 clusters Score -2210739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2210749.750000 Penalty: 4967.432129
	Iteration 14Q: 3 clusters Score -2210750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2210750.250000 Penalty: 4967.432129
	Iteration 15Q: 3 clusters Score -2210750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2210757.750000 Penalty: 4967.432129
	Iteration 16Q: 3 clusters Score -2210758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2210754.000000 Penalty: 4967.432129
	Iteration 17Q: 3 clusters Score -2210754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2210761.750000 Penalty: 4967.432129
	Iteration 18Q: 3 clusters Score -2210762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2210764.250000 Penalty: 4967.432129
	Iteration 19Q: 3 clusters Score -2210764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2210762.250000 Penalty: 4967.432129
	Iteration 20F: 3 clusters Score -2210762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2210768.750000 Penalty: 4967.432129
	Iteration 21Q: 3 clusters Score -2210769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2210765.000000 Penalty: 4967.432129
	Iteration 22Q: 3 clusters Score -2210765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2210767.250000 Penalty: 4967.432129
	Iteration 23Q: 3 clusters Score -2210767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2210767.000000 Penalty: 4967.432129
	Iteration 24Q: 3 clusters Score -2210767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2210770.250000 Penalty: 4967.432129
	Iteration 25Q: 3 clusters Score -2210770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2210770.750000 Penalty: 4967.432129
	Iteration 26Q: 3 clusters Score -2210771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2210768.250000 Penalty: 4967.432129
	Iteration 27Q: 3 clusters Score -2210768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2210770.000000 Penalty: 4967.432129
	Iteration 28Q: 3 clusters Score -2210770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2210777.500000 Penalty: 4967.432129
	Iteration 29Q: 3 clusters Score -2210778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2210773.500000 Penalty: 4967.432129
	Iteration 30Q: 3 clusters Score -2210774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2210773.500000 Penalty: 4967.432129
	Iteration 31F: 3 clusters Score -2210774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 113749 members 
Mstep: Class 14 contains 29355 members 
Mstep: Class 15 contains 13252 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 104013 members 
Mstep: Class 28 contains 48661 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 11418 members 
Mstep: Class 31 contains 9135 members 
Mstep: Class 32 contains 9107 members 
Entering Unmasked Estep 
Score: -138985104.000000 Penalty: 111670.929688
Splitting cluster 15 changes total score from -138781424.000000 to -138985104.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (24791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Entering Unmasked Estep 
Score: -2492013.000000 Penalty: 2509.322510
	Iteration 0F: 2 clusters Score -2492013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2474912.500000 Penalty: 5018.645020
	Iteration 0F: 3 clusters Score -2474912 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2482052.000000 Penalty: 5018.645020
	Iteration 1F: 3 clusters Score -2482052 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2485278.000000 Penalty: 5018.645020
	Iteration 2F: 3 clusters Score -2485278 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2490110.000000 Penalty: 5018.645020
	Iteration 3F: 3 clusters Score -2490110 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2494840.000000 Penalty: 5018.645020
	Iteration 4F: 3 clusters Score -2494840 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2497764.750000 Penalty: 5018.645020
	Iteration 5F: 3 clusters Score -2497765 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2498485.000000 Penalty: 5018.645020
	Iteration 6Q: 3 clusters Score -2498485 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2498732.250000 Penalty: 5018.645020
	Iteration 7Q: 3 clusters Score -2498732 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2498867.500000 Penalty: 5018.645020
	Iteration 8Q: 3 clusters Score -2498868 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2498971.000000 Penalty: 5018.645020
	Iteration 9Q: 3 clusters Score -2498971 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2499064.000000 Penalty: 5018.645020
	Iteration 10Q: 3 clusters Score -2499064 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2499150.500000 Penalty: 5018.645020
	Iteration 11Q: 3 clusters Score -2499150 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2499230.750000 Penalty: 5018.645020
	Iteration 12Q: 3 clusters Score -2499231 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2499298.250000 Penalty: 5018.645020
	Iteration 13Q: 3 clusters Score -2499298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2499390.750000 Penalty: 5018.645020
	Iteration 14Q: 3 clusters Score -2499391 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2499455.500000 Penalty: 5018.645020
	Iteration 15Q: 3 clusters Score -2499456 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2499533.000000 Penalty: 5018.645020
	Iteration 16Q: 3 clusters Score -2499533 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2499602.000000 Penalty: 5018.645020
	Iteration 17Q: 3 clusters Score -2499602 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2499654.000000 Penalty: 5018.645020
	Iteration 18Q: 3 clusters Score -2499654 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2499710.500000 Penalty: 5018.645020
	Iteration 19Q: 3 clusters Score -2499710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2499751.500000 Penalty: 5018.645020
	Iteration 20F: 3 clusters Score -2499752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2499791.250000 Penalty: 5018.645020
	Iteration 21Q: 3 clusters Score -2499791 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2499847.000000 Penalty: 5018.645020
	Iteration 22Q: 3 clusters Score -2499847 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2499900.500000 Penalty: 5018.645020
	Iteration 23Q: 3 clusters Score -2499900 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2499932.500000 Penalty: 5018.645020
	Iteration 24Q: 3 clusters Score -2499932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2499946.250000 Penalty: 5018.645020
	Iteration 25Q: 3 clusters Score -2499946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2499978.750000 Penalty: 5018.645020
	Iteration 26Q: 3 clusters Score -2499979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2500023.500000 Penalty: 5018.645020
	Iteration 27Q: 3 clusters Score -2500024 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2500066.750000 Penalty: 5018.645020
	Iteration 28Q: 3 clusters Score -2500067 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2500102.250000 Penalty: 5018.645020
	Iteration 29Q: 3 clusters Score -2500102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2500127.500000 Penalty: 5018.645020
	Iteration 30Q: 3 clusters Score -2500128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2500172.500000 Penalty: 5018.645020
	Iteration 31Q: 3 clusters Score -2500172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2500193.500000 Penalty: 5018.645020
	Iteration 32Q: 3 clusters Score -2500194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2500228.750000 Penalty: 5018.645020
	Iteration 33Q: 3 clusters Score -2500229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2500261.500000 Penalty: 5018.645020
	Iteration 34Q: 3 clusters Score -2500262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2500298.250000 Penalty: 5018.645020
	Iteration 35Q: 3 clusters Score -2500298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2500347.000000 Penalty: 5018.645020
	Iteration 36Q: 3 clusters Score -2500347 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2500402.500000 Penalty: 5018.645020
	Iteration 37Q: 3 clusters Score -2500402 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2500483.750000 Penalty: 5018.645020
	Iteration 38Q: 3 clusters Score -2500484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2500600.500000 Penalty: 5018.645020
	Iteration 39Q: 3 clusters Score -2500600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2500796.250000 Penalty: 5018.645020
	Iteration 40F: 3 clusters Score -2500796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2501117.750000 Penalty: 5018.645020
	Iteration 41Q: 3 clusters Score -2501118 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2501582.750000 Penalty: 5018.645020
	Iteration 42Q: 3 clusters Score -2501583 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2502205.500000 Penalty: 5018.645020
	Iteration 43Q: 3 clusters Score -2502206 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2502908.750000 Penalty: 5018.645020
	Iteration 44Q: 3 clusters Score -2502909 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2503084.250000 Penalty: 5018.645020
	Iteration 45Q: 3 clusters Score -2503084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2503094.750000 Penalty: 5018.645020
	Iteration 46Q: 3 clusters Score -2503095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2503098.000000 Penalty: 5018.645020
	Iteration 47Q: 3 clusters Score -2503098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2503098.000000 Penalty: 5018.645020
	Iteration 48F: 3 clusters Score -2503098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 113749 members 
Mstep: Class 14 contains 29355 members 
Mstep: Class 15 contains 13252 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 24041 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 104013 members 
Mstep: Class 28 contains 48661 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 11418 members 
Mstep: Class 31 contains 9135 members 
Mstep: Class 32 contains 9107 members 
Mstep: Class 33 contains 20389 members 
Entering Unmasked Estep 
Score: -138995456.000000 Penalty: 115160.648438
Splitting cluster 16 changes total score from -138781424.000000 to -138995456.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (134923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Entering Unmasked Estep 
Score: -15162381.000000 Penalty: 2929.489990
	Iteration 0F: 2 clusters Score -1.516238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -15072402.000000 Penalty: 5858.979980
	Iteration 0F: 3 clusters Score -1.50724e+07 nChanged 64245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -15110211.000000 Penalty: 5858.979980
	Iteration 1F: 3 clusters Score -1.511021e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -15111637.000000 Penalty: 5858.979980
	Iteration 2Q: 3 clusters Score -1.511164e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -15114046.000000 Penalty: 5858.979980
	Iteration 3Q: 3 clusters Score -1.511405e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -15117764.000000 Penalty: 5858.979980
	Iteration 4F: 3 clusters Score -1.511776e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 94377 members 
Entering Unmasked Estep 
Score: -15124146.000000 Penalty: 5858.979980
	Iteration 5F: 3 clusters Score -1.512415e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -15133060.000000 Penalty: 5858.979980
	Iteration 6F: 3 clusters Score -1.513306e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -15142538.000000 Penalty: 5858.979980
	Iteration 7F: 3 clusters Score -1.514254e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -15150022.000000 Penalty: 5858.979980
	Iteration 8F: 3 clusters Score -1.515002e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 128873 members 
Entering Unmasked Estep 
Score: -15155168.000000 Penalty: 5858.979980
	Iteration 9Q: 3 clusters Score -1.515517e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 131947 members 
Entering Unmasked Estep 
Score: -15157902.000000 Penalty: 5858.979980
	Iteration 10Q: 3 clusters Score -1.51579e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 133313 members 
Entering Unmasked Estep 
Score: -15159082.000000 Penalty: 5858.979980
	Iteration 11Q: 3 clusters Score -1.515908e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 133856 members 
Entering Unmasked Estep 
Score: -15159529.000000 Penalty: 5858.979980
	Iteration 12Q: 3 clusters Score -1.515953e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 134077 members 
Entering Unmasked Estep 
Score: -15159790.000000 Penalty: 5858.979980
	Iteration 13Q: 3 clusters Score -1.515979e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 134188 members 
Entering Unmasked Estep 
Score: -15159947.000000 Penalty: 5858.979980
	Iteration 14Q: 3 clusters Score -1.515995e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 134250 members 
Entering Unmasked Estep 
Score: -15160058.000000 Penalty: 5858.979980
	Iteration 15Q: 3 clusters Score -1.516006e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -15160110.000000 Penalty: 5858.979980
	Iteration 16Q: 3 clusters Score -1.516011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 134281 members 
Entering Unmasked Estep 
Score: -15160139.000000 Penalty: 5858.979980
	Iteration 17Q: 3 clusters Score -1.516014e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 134296 members 
Entering Unmasked Estep 
Score: -15160166.000000 Penalty: 5858.979980
	Iteration 18Q: 3 clusters Score -1.516017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -15160189.000000 Penalty: 5858.979980
	Iteration 19Q: 3 clusters Score -1.516019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 134313 members 
Entering Unmasked Estep 
Score: -15160221.000000 Penalty: 5858.979980
	Iteration 20F: 3 clusters Score -1.516022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 134317 members 
Entering Unmasked Estep 
Score: -15160239.000000 Penalty: 5858.979980
	Iteration 21Q: 3 clusters Score -1.516024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -15160247.000000 Penalty: 5858.979980
	Iteration 22Q: 3 clusters Score -1.516025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -15160262.000000 Penalty: 5858.979980
	Iteration 23Q: 3 clusters Score -1.516026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -15160300.000000 Penalty: 5858.979980
	Iteration 24Q: 3 clusters Score -1.51603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 134308 members 
Entering Unmasked Estep 
Score: -15160288.000000 Penalty: 5858.979980
	Iteration 25Q: 3 clusters Score -1.516029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -15160303.000000 Penalty: 5858.979980
	Iteration 26Q: 3 clusters Score -1.51603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 134320 members 
Entering Unmasked Estep 
Score: -15160318.000000 Penalty: 5858.979980
	Iteration 27Q: 3 clusters Score -1.516032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 134327 members 
Entering Unmasked Estep 
Score: -15160347.000000 Penalty: 5858.979980
	Iteration 28Q: 3 clusters Score -1.516035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 134337 members 
Entering Unmasked Estep 
Score: -15160369.000000 Penalty: 5858.979980
	Iteration 29Q: 3 clusters Score -1.516037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 134349 members 
Entering Unmasked Estep 
Score: -15160406.000000 Penalty: 5858.979980
	Iteration 30Q: 3 clusters Score -1.516041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 134354 members 
Entering Unmasked Estep 
Score: -15160452.000000 Penalty: 5858.979980
	Iteration 31Q: 3 clusters Score -1.516045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 134356 members 
Entering Unmasked Estep 
Score: -15160481.000000 Penalty: 5858.979980
	Iteration 32Q: 3 clusters Score -1.516048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -15160515.000000 Penalty: 5858.979980
	Iteration 33Q: 3 clusters Score -1.516052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 134355 members 
Entering Unmasked Estep 
Score: -15160513.000000 Penalty: 5858.979980
	Iteration 34Q: 3 clusters Score -1.516051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 134351 members 
Entering Unmasked Estep 
Score: -15160534.000000 Penalty: 5858.979980
	Iteration 35Q: 3 clusters Score -1.516053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 134348 members 
Entering Unmasked Estep 
Score: -15160533.000000 Penalty: 5858.979980
	Iteration 36Q: 3 clusters Score -1.516053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 134347 members 
Entering Unmasked Estep 
Score: -15160546.000000 Penalty: 5858.979980
	Iteration 37Q: 3 clusters Score -1.516055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 134341 members 
Entering Unmasked Estep 
Score: -15160552.000000 Penalty: 5858.979980
	Iteration 38Q: 3 clusters Score -1.516055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 134337 members 
Entering Unmasked Estep 
Score: -15160551.000000 Penalty: 5858.979980
	Iteration 39Q: 3 clusters Score -1.516055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -15160554.000000 Penalty: 5858.979980
	Iteration 40F: 3 clusters Score -1.516055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 134331 members 
Entering Unmasked Estep 
Score: -15160555.000000 Penalty: 5858.979980
	Iteration 41Q: 3 clusters Score -1.516056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 134330 members 
Entering Unmasked Estep 
Score: -15160552.000000 Penalty: 5858.979980
	Iteration 42Q: 3 clusters Score -1.516055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 134329 members 
Entering Unmasked Estep 
Score: -15160559.000000 Penalty: 5858.979980
	Iteration 43Q: 3 clusters Score -1.516056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 134327 members 
Entering Unmasked Estep 
Score: -15160560.000000 Penalty: 5858.979980
	Iteration 44Q: 3 clusters Score -1.516056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -15160565.000000 Penalty: 5858.979980
	Iteration 45Q: 3 clusters Score -1.516056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 134327 members 
Entering Unmasked Estep 
Score: -15160574.000000 Penalty: 5858.979980
	Iteration 46Q: 3 clusters Score -1.516057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 134327 members 
Entering Unmasked Estep 
Score: -15160576.000000 Penalty: 5858.979980
	Iteration 47Q: 3 clusters Score -1.516058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 134328 members 
Entering Unmasked Estep 
Score: -15160574.000000 Penalty: 5858.979980
	Iteration 48Q: 3 clusters Score -1.516057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 134329 members 
Entering Unmasked Estep 
Score: -15160568.000000 Penalty: 5858.979980
	Iteration 49Q: 3 clusters Score -1.516057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 134329 members 
Entering Unmasked Estep 
Score: -15160579.000000 Penalty: 5858.979980
	Iteration 50Q: 3 clusters Score -1.516058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 134328 members 
Entering Unmasked Estep 
Score: -15160578.000000 Penalty: 5858.979980
	Iteration 51Q: 3 clusters Score -1.516058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 134328 members 
Entering Unmasked Estep 
Score: -15160578.000000 Penalty: 5858.979980
	Iteration 52F: 3 clusters Score -1.516058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Entering Unmasked Estep 
Score: -2538094.000000 Penalty: 2501.703857
	Iteration 0F: 2 clusters Score -2538094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2521419.750000 Penalty: 5003.407715
	Iteration 0F: 3 clusters Score -2521420 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2527544.750000 Penalty: 5003.407715
	Iteration 1F: 3 clusters Score -2527545 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2528755.750000 Penalty: 5003.407715
	Iteration 2F: 3 clusters Score -2528756 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2530734.250000 Penalty: 5003.407715
	Iteration 3F: 3 clusters Score -2530734 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2533381.250000 Penalty: 5003.407715
	Iteration 4F: 3 clusters Score -2533381 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2536041.750000 Penalty: 5003.407715
	Iteration 5F: 3 clusters Score -2536042 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2537867.250000 Penalty: 5003.407715
	Iteration 6F: 3 clusters Score -2537867 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2538934.250000 Penalty: 5003.407715
	Iteration 7F: 3 clusters Score -2538934 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2539491.500000 Penalty: 5003.407715
	Iteration 8Q: 3 clusters Score -2539492 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2539822.000000 Penalty: 5003.407715
	Iteration 9Q: 3 clusters Score -2539822 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2540063.000000 Penalty: 5003.407715
	Iteration 10Q: 3 clusters Score -2540063 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2540187.000000 Penalty: 5003.407715
	Iteration 11Q: 3 clusters Score -2540187 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2540260.250000 Penalty: 5003.407715
	Iteration 12Q: 3 clusters Score -2540260 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2540298.000000 Penalty: 5003.407715
	Iteration 13Q: 3 clusters Score -2540298 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2540347.000000 Penalty: 5003.407715
	Iteration 14Q: 3 clusters Score -2540347 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2540371.750000 Penalty: 5003.407715
	Iteration 15Q: 3 clusters Score -2540372 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2540379.000000 Penalty: 5003.407715
	Iteration 16Q: 3 clusters Score -2540379 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2540412.000000 Penalty: 5003.407715
	Iteration 17Q: 3 clusters Score -2540412 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2540435.500000 Penalty: 5003.407715
	Iteration 18Q: 3 clusters Score -2540436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2540473.500000 Penalty: 5003.407715
	Iteration 19Q: 3 clusters Score -2540474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2540509.000000 Penalty: 5003.407715
	Iteration 20F: 3 clusters Score -2540509 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2540535.500000 Penalty: 5003.407715
	Iteration 21Q: 3 clusters Score -2540536 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2540574.500000 Penalty: 5003.407715
	Iteration 22Q: 3 clusters Score -2540574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2540605.000000 Penalty: 5003.407715
	Iteration 23Q: 3 clusters Score -2540605 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2540650.250000 Penalty: 5003.407715
	Iteration 24Q: 3 clusters Score -2540650 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2540676.750000 Penalty: 5003.407715
	Iteration 25Q: 3 clusters Score -2540677 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2540691.250000 Penalty: 5003.407715
	Iteration 26Q: 3 clusters Score -2540691 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2540709.000000 Penalty: 5003.407715
	Iteration 27Q: 3 clusters Score -2540709 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2540722.000000 Penalty: 5003.407715
	Iteration 28Q: 3 clusters Score -2540722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2540736.250000 Penalty: 5003.407715
	Iteration 29Q: 3 clusters Score -2540736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2540744.500000 Penalty: 5003.407715
	Iteration 30Q: 3 clusters Score -2540744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2540747.000000 Penalty: 5003.407715
	Iteration 31Q: 3 clusters Score -2540747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2540751.750000 Penalty: 5003.407715
	Iteration 32Q: 3 clusters Score -2540752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2540765.750000 Penalty: 5003.407715
	Iteration 33Q: 3 clusters Score -2540766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2540766.250000 Penalty: 5003.407715
	Iteration 34Q: 3 clusters Score -2540766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2540775.000000 Penalty: 5003.407715
	Iteration 35Q: 3 clusters Score -2540775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2540772.000000 Penalty: 5003.407715
	Iteration 36Q: 3 clusters Score -2540772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2540776.500000 Penalty: 5003.407715
	Iteration 37Q: 3 clusters Score -2540776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2540777.000000 Penalty: 5003.407715
	Iteration 38Q: 3 clusters Score -2540777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2540778.000000 Penalty: 5003.407715
	Iteration 39Q: 3 clusters Score -2540778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2540776.500000 Penalty: 5003.407715
	Iteration 40F: 3 clusters Score -2540776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2540777.750000 Penalty: 5003.407715
	Iteration 41Q: 3 clusters Score -2540778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2540780.750000 Penalty: 5003.407715
	Iteration 42Q: 3 clusters Score -2540781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2540776.000000 Penalty: 5003.407715
	Iteration 43Q: 3 clusters Score -2540776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2540783.000000 Penalty: 5003.407715
	Iteration 44Q: 3 clusters Score -2540783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2540783.500000 Penalty: 5003.407715
	Iteration 45Q: 3 clusters Score -2540784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2540785.000000 Penalty: 5003.407715
	Iteration 46Q: 3 clusters Score -2540785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2540780.750000 Penalty: 5003.407715
	Iteration 47Q: 3 clusters Score -2540781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2540790.250000 Penalty: 5003.407715
	Iteration 48Q: 3 clusters Score -2540790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2540800.500000 Penalty: 5003.407715
	Iteration 49Q: 3 clusters Score -2540800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2540796.750000 Penalty: 5003.407715
	Iteration 50Q: 3 clusters Score -2540797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2540795.250000 Penalty: 5003.407715
	Iteration 51Q: 3 clusters Score -2540795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2540796.750000 Penalty: 5003.407715
	Iteration 52Q: 3 clusters Score -2540797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2540801.750000 Penalty: 5003.407715
	Iteration 53Q: 3 clusters Score -2540802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2540802.250000 Penalty: 5003.407715
	Iteration 54Q: 3 clusters Score -2540802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2540805.500000 Penalty: 5003.407715
	Iteration 55Q: 3 clusters Score -2540806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2540808.250000 Penalty: 5003.407715
	Iteration 56Q: 3 clusters Score -2540808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2540818.750000 Penalty: 5003.407715
	Iteration 57Q: 3 clusters Score -2540819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2540825.500000 Penalty: 5003.407715
	Iteration 58Q: 3 clusters Score -2540826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2540821.250000 Penalty: 5003.407715
	Iteration 59Q: 3 clusters Score -2540821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2540824.750000 Penalty: 5003.407715
	Iteration 60F: 3 clusters Score -2540825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2540834.000000 Penalty: 5003.407715
	Iteration 61Q: 3 clusters Score -2540834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2540830.750000 Penalty: 5003.407715
	Iteration 62Q: 3 clusters Score -2540831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2540831.250000 Penalty: 5003.407715
	Iteration 63Q: 3 clusters Score -2540831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2540834.500000 Penalty: 5003.407715
	Iteration 64Q: 3 clusters Score -2540834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2540837.750000 Penalty: 5003.407715
	Iteration 65Q: 3 clusters Score -2540838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2540839.750000 Penalty: 5003.407715
	Iteration 66Q: 3 clusters Score -2540840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2540837.750000 Penalty: 5003.407715
	Iteration 67Q: 3 clusters Score -2540838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2540840.250000 Penalty: 5003.407715
	Iteration 68Q: 3 clusters Score -2540840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2540840.250000 Penalty: 5003.407715
	Iteration 69Q: 3 clusters Score -2540840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2540844.000000 Penalty: 5003.407715
	Iteration 70Q: 3 clusters Score -2540844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2540842.250000 Penalty: 5003.407715
	Iteration 71Q: 3 clusters Score -2540842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2540840.750000 Penalty: 5003.407715
	Iteration 72Q: 3 clusters Score -2540841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2540843.000000 Penalty: 5003.407715
	Iteration 73Q: 3 clusters Score -2540843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2540847.000000 Penalty: 5003.407715
	Iteration 74Q: 3 clusters Score -2540847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2540843.250000 Penalty: 5003.407715
	Iteration 75Q: 3 clusters Score -2540843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2540841.000000 Penalty: 5003.407715
	Iteration 76Q: 3 clusters Score -2540841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2540839.250000 Penalty: 5003.407715
	Iteration 77Q: 3 clusters Score -2540839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2540840.500000 Penalty: 5003.407715
	Iteration 78Q: 3 clusters Score -2540840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2540840.500000 Penalty: 5003.407715
	Iteration 79Q: 3 clusters Score -2540840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2540845.000000 Penalty: 5003.407715
	Iteration 80F: 3 clusters Score -2540845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2540848.000000 Penalty: 5003.407715
	Iteration 81Q: 3 clusters Score -2540848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2540848.750000 Penalty: 5003.407715
	Iteration 82Q: 3 clusters Score -2540849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2540850.000000 Penalty: 5003.407715
	Iteration 83Q: 3 clusters Score -2540850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2540847.500000 Penalty: 5003.407715
	Iteration 84Q: 3 clusters Score -2540848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2540845.250000 Penalty: 5003.407715
	Iteration 85Q: 3 clusters Score -2540845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2540849.750000 Penalty: 5003.407715
	Iteration 86Q: 3 clusters Score -2540850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2540849.250000 Penalty: 5003.407715
	Iteration 87Q: 3 clusters Score -2540849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2540850.000000 Penalty: 5003.407715
	Iteration 88Q: 3 clusters Score -2540850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2540851.750000 Penalty: 5003.407715
	Iteration 89Q: 3 clusters Score -2540852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2540850.250000 Penalty: 5003.407715
	Iteration 90Q: 3 clusters Score -2540850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2540850.000000 Penalty: 5003.407715
	Iteration 91Q: 3 clusters Score -2540850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2540850.000000 Penalty: 5003.407715
	Iteration 92F: 3 clusters Score -2540850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 113749 members 
Mstep: Class 14 contains 29355 members 
Mstep: Class 15 contains 13252 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 13034 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 104013 members 
Mstep: Class 28 contains 48661 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 11418 members 
Mstep: Class 31 contains 9135 members 
Mstep: Class 32 contains 9107 members 
Mstep: Class 33 contains 20389 members 
Mstep: Class 34 contains 11007 members 
Entering Unmasked Estep 
Score: -138997280.000000 Penalty: 118650.367188
Splitting cluster 18 changes total score from -138781424.000000 to -138997280.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (4648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Entering Unmasked Estep 
Score: -410570.156250 Penalty: 2094.159668
	Iteration 0F: 2 clusters Score -410570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -407055.375000 Penalty: 4188.319336
	Iteration 0F: 3 clusters Score -407055.4 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -415227.656250 Penalty: 4188.319336
	Iteration 1F: 3 clusters Score -415227.7 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -420203.843750 Penalty: 4188.319336
	Iteration 2F: 3 clusters Score -420203.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -421141.031250 Penalty: 4188.319336
	Iteration 3F: 3 clusters Score -421141 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -421390.312500 Penalty: 4188.319336
	Iteration 4Q: 3 clusters Score -421390.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -421608.968750 Penalty: 4188.319336
	Iteration 5Q: 3 clusters Score -421609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -421829.375000 Penalty: 4188.319336
	Iteration 6Q: 3 clusters Score -421829.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -422297.781250 Penalty: 4188.319336
	Iteration 7Q: 3 clusters Score -422297.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -422784.375000 Penalty: 4188.319336
	Iteration 8Q: 3 clusters Score -422784.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -423046.250000 Penalty: 4188.319336
	Iteration 9Q: 3 clusters Score -423046.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -423214.468750 Penalty: 4188.319336
	Iteration 10Q: 3 clusters Score -423214.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -423487.656250 Penalty: 4188.319336
	Iteration 11Q: 3 clusters Score -423487.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -424058.406250 Penalty: 4188.319336
	Iteration 12Q: 3 clusters Score -424058.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -424731.656250 Penalty: 4188.319336
	Iteration 13Q: 3 clusters Score -424731.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -424776.125000 Penalty: 4188.319336
	Iteration 14Q: 3 clusters Score -424776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -424779.875000 Penalty: 4188.319336
	Iteration 15Q: 3 clusters Score -424779.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -424780.718750 Penalty: 4188.319336
	Iteration 16Q: 3 clusters Score -424780.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -424780.718750 Penalty: 4188.319336
	Iteration 17F: 3 clusters Score -424780.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 113749 members 
Mstep: Class 14 contains 29355 members 
Mstep: Class 15 contains 13252 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 13034 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 17166 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 55481 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 104013 members 
Mstep: Class 28 contains 48661 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 11418 members 
Mstep: Class 31 contains 9135 members 
Mstep: Class 32 contains 9107 members 
Mstep: Class 33 contains 20389 members 
Mstep: Class 34 contains 11007 members 
Mstep: Class 35 contains 2748 members 
Entering Unmasked Estep 
Score: -139010384.000000 Penalty: 122140.078125
Splitting cluster 19 changes total score from -138781424.000000 to -139010384.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 77404 members 
Mstep: Class 4 contains 233640 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 149682 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 113749 members 
Mstep: Class 14 contains 29355 members 
Mstep: Class 15 contains 13252 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 134923 members 
Mstep: Class 18 contains 13034 members 
Mstep: Class 19 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139051920.000000 Penalty: 122140.078125
Iteration 39Q: 36 clusters Score -1.390519e+08 nChanged 40088
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5949 members 
Mstep: Class 3 contains 80801 members 
Mstep: Class 4 contains 233004 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 8892 members 
Mstep: Class 7 contains 16331 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 149872 members 
Mstep: Class 10 contains 20883 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 9572 members 
Mstep: Class 13 contains 115026 members 
Mstep: Class 14 contains 29337 members 
Mstep: Class 15 contains 13770 members 
Mstep: Class 16 contains 5698 members 
Mstep: Class 17 contains 135240 members 
Mstep: Class 18 contains 12721 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 16098 members 
Mstep: Class 21 contains 69993 members 
Mstep: Class 22 contains 5182 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 15564 members 
Mstep: Class 25 contains 52015 members 
Mstep: Class 26 contains 6068 members 
Mstep: Class 27 contains 102088 members 
Mstep: Class 28 contains 48039 members 
Mstep: Class 29 contains 8948 members 
Mstep: Class 30 contains 11422 members 
Mstep: Class 31 contains 8778 members 
Mstep: Class 32 contains 8522 members 
Mstep: Class 33 contains 19693 members 
Mstep: Class 34 contains 8913 members 
Mstep: Class 35 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139083504.000000 Penalty: 122140.078125
Iteration 40F: 36 clusters Score -1.390835e+08 nChanged 31243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 80230 members 
Mstep: Class 4 contains 228501 members 
Mstep: Class 5 contains 9668 members 
Mstep: Class 6 contains 8568 members 
Mstep: Class 7 contains 16101 members 
Mstep: Class 8 contains 12196 members 
Mstep: Class 9 contains 148646 members 
Mstep: Class 10 contains 21174 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 9536 members 
Mstep: Class 13 contains 114072 members 
Mstep: Class 14 contains 29017 members 
Mstep: Class 15 contains 13388 members 
Mstep: Class 16 contains 6567 members 
Mstep: Class 17 contains 134875 members 
Mstep: Class 18 contains 11975 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 15817 members 
Mstep: Class 21 contains 69419 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 15613 members 
Mstep: Class 25 contains 55290 members 
Mstep: Class 26 contains 6523 members 
Mstep: Class 27 contains 103129 members 
Mstep: Class 28 contains 48636 members 
Mstep: Class 29 contains 9580 members 
Mstep: Class 30 contains 11476 members 
Mstep: Class 31 contains 9150 members 
Mstep: Class 32 contains 8801 members 
Mstep: Class 33 contains 20594 members 
Mstep: Class 34 contains 8178 members 
Mstep: Class 35 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139098544.000000 Penalty: 122140.078125
Iteration 41Q: 36 clusters Score -1.390985e+08 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6650 members 
Mstep: Class 3 contains 79583 members 
Mstep: Class 4 contains 225548 members 
Mstep: Class 5 contains 9362 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 16074 members 
Mstep: Class 8 contains 12092 members 
Mstep: Class 9 contains 147950 members 
Mstep: Class 10 contains 21339 members 
Mstep: Class 11 contains 39110 members 
Mstep: Class 12 contains 9533 members 
Mstep: Class 13 contains 113323 members 
Mstep: Class 14 contains 29222 members 
Mstep: Class 15 contains 13102 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 134268 members 
Mstep: Class 18 contains 11414 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 15533 members 
Mstep: Class 21 contains 69021 members 
Mstep: Class 22 contains 7612 members 
Mstep: Class 23 contains 6824 members 
Mstep: Class 24 contains 15613 members 
Mstep: Class 25 contains 57324 members 
Mstep: Class 26 contains 6814 members 
Mstep: Class 27 contains 103420 members 
Mstep: Class 28 contains 49115 members 
Mstep: Class 29 contains 9883 members 
Mstep: Class 30 contains 11543 members 
Mstep: Class 31 contains 9350 members 
Mstep: Class 32 contains 9110 members 
Mstep: Class 33 contains 21087 members 
Mstep: Class 34 contains 7763 members 
Mstep: Class 35 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139104960.000000 Penalty: 122140.078125
Iteration 42Q: 36 clusters Score -1.39105e+08 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6765 members 
Mstep: Class 3 contains 79002 members 
Mstep: Class 4 contains 223512 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 16061 members 
Mstep: Class 8 contains 12199 members 
Mstep: Class 9 contains 147416 members 
Mstep: Class 10 contains 21490 members 
Mstep: Class 11 contains 39591 members 
Mstep: Class 12 contains 9538 members 
Mstep: Class 13 contains 112783 members 
Mstep: Class 14 contains 29513 members 
Mstep: Class 15 contains 12898 members 
Mstep: Class 16 contains 7932 members 
Mstep: Class 17 contains 133672 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 15297 members 
Mstep: Class 21 contains 68693 members 
Mstep: Class 22 contains 8487 members 
Mstep: Class 23 contains 7353 members 
Mstep: Class 24 contains 15655 members 
Mstep: Class 25 contains 58608 members 
Mstep: Class 26 contains 7052 members 
Mstep: Class 27 contains 103383 members 
Mstep: Class 28 contains 49538 members 
Mstep: Class 29 contains 10040 members 
Mstep: Class 30 contains 11586 members 
Mstep: Class 31 contains 9505 members 
Mstep: Class 32 contains 9455 members 
Mstep: Class 33 contains 21407 members 
Mstep: Class 34 contains 7502 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139109296.000000 Penalty: 122140.078125
Iteration 43Q: 36 clusters Score -1.391093e+08 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 78497 members 
Mstep: Class 4 contains 222113 members 
Mstep: Class 5 contains 8879 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 15926 members 
Mstep: Class 8 contains 12416 members 
Mstep: Class 9 contains 147036 members 
Mstep: Class 10 contains 21602 members 
Mstep: Class 11 contains 39975 members 
Mstep: Class 12 contains 9546 members 
Mstep: Class 13 contains 112440 members 
Mstep: Class 14 contains 29726 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 8420 members 
Mstep: Class 17 contains 133195 members 
Mstep: Class 18 contains 10713 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 15064 members 
Mstep: Class 21 contains 68398 members 
Mstep: Class 22 contains 9200 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 15725 members 
Mstep: Class 25 contains 59456 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 103216 members 
Mstep: Class 28 contains 49899 members 
Mstep: Class 29 contains 10126 members 
Mstep: Class 30 contains 11599 members 
Mstep: Class 31 contains 9628 members 
Mstep: Class 32 contains 9779 members 
Mstep: Class 33 contains 21670 members 
Mstep: Class 34 contains 7272 members 
Mstep: Class 35 contains 2813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139112128.000000 Penalty: 122140.078125
Iteration 44Q: 36 clusters Score -1.391121e+08 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6943 members 
Mstep: Class 3 contains 78068 members 
Mstep: Class 4 contains 221121 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 8171 members 
Mstep: Class 7 contains 15786 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 146745 members 
Mstep: Class 10 contains 21671 members 
Mstep: Class 11 contains 40313 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 112121 members 
Mstep: Class 14 contains 29907 members 
Mstep: Class 15 contains 12581 members 
Mstep: Class 16 contains 8768 members 
Mstep: Class 17 contains 132769 members 
Mstep: Class 18 contains 10501 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 14863 members 
Mstep: Class 21 contains 68172 members 
Mstep: Class 22 contains 9833 members 
Mstep: Class 23 contains 8141 members 
Mstep: Class 24 contains 15786 members 
Mstep: Class 25 contains 59990 members 
Mstep: Class 26 contains 7400 members 
Mstep: Class 27 contains 102942 members 
Mstep: Class 28 contains 50245 members 
Mstep: Class 29 contains 10220 members 
Mstep: Class 30 contains 11621 members 
Mstep: Class 31 contains 9732 members 
Mstep: Class 32 contains 10072 members 
Mstep: Class 33 contains 21872 members 
Mstep: Class 34 contains 7138 members 
Mstep: Class 35 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139113856.000000 Penalty: 122140.078125
Iteration 45Q: 36 clusters Score -1.391139e+08 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7021 members 
Mstep: Class 3 contains 77750 members 
Mstep: Class 4 contains 220429 members 
Mstep: Class 5 contains 8514 members 
Mstep: Class 6 contains 8064 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 12884 members 
Mstep: Class 9 contains 146531 members 
Mstep: Class 10 contains 21694 members 
Mstep: Class 11 contains 40643 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 111909 members 
Mstep: Class 14 contains 30045 members 
Mstep: Class 15 contains 12466 members 
Mstep: Class 16 contains 9020 members 
Mstep: Class 17 contains 132426 members 
Mstep: Class 18 contains 10264 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 67951 members 
Mstep: Class 22 contains 10400 members 
Mstep: Class 23 contains 8422 members 
Mstep: Class 24 contains 15849 members 
Mstep: Class 25 contains 60361 members 
Mstep: Class 26 contains 7522 members 
Mstep: Class 27 contains 102623 members 
Mstep: Class 28 contains 50571 members 
Mstep: Class 29 contains 10311 members 
Mstep: Class 30 contains 11621 members 
Mstep: Class 31 contains 9838 members 
Mstep: Class 32 contains 10347 members 
Mstep: Class 33 contains 22042 members 
Mstep: Class 34 contains 6991 members 
Mstep: Class 35 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139116144.000000 Penalty: 122140.078125
Iteration 46Q: 36 clusters Score -1.391161e+08 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7084 members 
Mstep: Class 3 contains 77495 members 
Mstep: Class 4 contains 219938 members 
Mstep: Class 5 contains 8399 members 
Mstep: Class 6 contains 7966 members 
Mstep: Class 7 contains 15508 members 
Mstep: Class 8 contains 13128 members 
Mstep: Class 9 contains 146364 members 
Mstep: Class 10 contains 21698 members 
Mstep: Class 11 contains 40913 members 
Mstep: Class 12 contains 9577 members 
Mstep: Class 13 contains 111762 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 12355 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 132144 members 
Mstep: Class 18 contains 10035 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 14537 members 
Mstep: Class 21 contains 67753 members 
Mstep: Class 22 contains 10925 members 
Mstep: Class 23 contains 8682 members 
Mstep: Class 24 contains 15890 members 
Mstep: Class 25 contains 60580 members 
Mstep: Class 26 contains 7617 members 
Mstep: Class 27 contains 102345 members 
Mstep: Class 28 contains 50894 members 
Mstep: Class 29 contains 10393 members 
Mstep: Class 30 contains 11606 members 
Mstep: Class 31 contains 9916 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 22138 members 
Mstep: Class 34 contains 6850 members 
Mstep: Class 35 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139117712.000000 Penalty: 122140.078125
Iteration 47Q: 36 clusters Score -1.391177e+08 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 77258 members 
Mstep: Class 4 contains 219572 members 
Mstep: Class 5 contains 8305 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 15385 members 
Mstep: Class 8 contains 13366 members 
Mstep: Class 9 contains 146227 members 
Mstep: Class 10 contains 21679 members 
Mstep: Class 11 contains 41187 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 111626 members 
Mstep: Class 14 contains 30216 members 
Mstep: Class 15 contains 12266 members 
Mstep: Class 16 contains 9300 members 
Mstep: Class 17 contains 131904 members 
Mstep: Class 18 contains 9810 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 14383 members 
Mstep: Class 21 contains 67628 members 
Mstep: Class 22 contains 11408 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 15918 members 
Mstep: Class 25 contains 60728 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 102069 members 
Mstep: Class 28 contains 51225 members 
Mstep: Class 29 contains 10458 members 
Mstep: Class 30 contains 11591 members 
Mstep: Class 31 contains 9976 members 
Mstep: Class 32 contains 10833 members 
Mstep: Class 33 contains 22207 members 
Mstep: Class 34 contains 6724 members 
Mstep: Class 35 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139118752.000000 Penalty: 122140.078125
Iteration 48Q: 36 clusters Score -1.391188e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7214 members 
Mstep: Class 3 contains 77078 members 
Mstep: Class 4 contains 219303 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 7743 members 
Mstep: Class 7 contains 15302 members 
Mstep: Class 8 contains 13590 members 
Mstep: Class 9 contains 146083 members 
Mstep: Class 10 contains 21666 members 
Mstep: Class 11 contains 41423 members 
Mstep: Class 12 contains 9615 members 
Mstep: Class 13 contains 111484 members 
Mstep: Class 14 contains 30247 members 
Mstep: Class 15 contains 12193 members 
Mstep: Class 16 contains 9404 members 
Mstep: Class 17 contains 131696 members 
Mstep: Class 18 contains 9609 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 14246 members 
Mstep: Class 21 contains 67495 members 
Mstep: Class 22 contains 11788 members 
Mstep: Class 23 contains 9052 members 
Mstep: Class 24 contains 15942 members 
Mstep: Class 25 contains 60890 members 
Mstep: Class 26 contains 7773 members 
Mstep: Class 27 contains 101786 members 
Mstep: Class 28 contains 51551 members 
Mstep: Class 29 contains 10503 members 
Mstep: Class 30 contains 11582 members 
Mstep: Class 31 contains 10021 members 
Mstep: Class 32 contains 11056 members 
Mstep: Class 33 contains 22241 members 
Mstep: Class 34 contains 6603 members 
Mstep: Class 35 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139119968.000000 Penalty: 122140.078125
Iteration 49Q: 36 clusters Score -1.3912e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 76948 members 
Mstep: Class 4 contains 219116 members 
Mstep: Class 5 contains 8217 members 
Mstep: Class 6 contains 7630 members 
Mstep: Class 7 contains 15221 members 
Mstep: Class 8 contains 13787 members 
Mstep: Class 9 contains 145977 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 41645 members 
Mstep: Class 12 contains 9617 members 
Mstep: Class 13 contains 111346 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 12123 members 
Mstep: Class 16 contains 9464 members 
Mstep: Class 17 contains 131511 members 
Mstep: Class 18 contains 9383 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 14112 members 
Mstep: Class 21 contains 67395 members 
Mstep: Class 22 contains 12109 members 
Mstep: Class 23 contains 9193 members 
Mstep: Class 24 contains 15958 members 
Mstep: Class 25 contains 61080 members 
Mstep: Class 26 contains 7826 members 
Mstep: Class 27 contains 101500 members 
Mstep: Class 28 contains 51867 members 
Mstep: Class 29 contains 10554 members 
Mstep: Class 30 contains 11579 members 
Mstep: Class 31 contains 10068 members 
Mstep: Class 32 contains 11272 members 
Mstep: Class 33 contains 22226 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139121312.000000 Penalty: 122140.078125
Iteration 50Q: 36 clusters Score -1.391213e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 76821 members 
Mstep: Class 4 contains 218939 members 
Mstep: Class 5 contains 8209 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 145879 members 
Mstep: Class 10 contains 21652 members 
Mstep: Class 11 contains 41860 members 
Mstep: Class 12 contains 9620 members 
Mstep: Class 13 contains 111216 members 
Mstep: Class 14 contains 30205 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 9522 members 
Mstep: Class 17 contains 131362 members 
Mstep: Class 18 contains 9175 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 13954 members 
Mstep: Class 21 contains 67318 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 15980 members 
Mstep: Class 25 contains 61253 members 
Mstep: Class 26 contains 7861 members 
Mstep: Class 27 contains 101223 members 
Mstep: Class 28 contains 52205 members 
Mstep: Class 29 contains 10584 members 
Mstep: Class 30 contains 11567 members 
Mstep: Class 31 contains 10098 members 
Mstep: Class 32 contains 11469 members 
Mstep: Class 33 contains 22227 members 
Mstep: Class 34 contains 6372 members 
Mstep: Class 35 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139123056.000000 Penalty: 122140.078125
Iteration 51Q: 36 clusters Score -1.391231e+08 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 76675 members 
Mstep: Class 4 contains 218803 members 
Mstep: Class 5 contains 8198 members 
Mstep: Class 6 contains 7437 members 
Mstep: Class 7 contains 15113 members 
Mstep: Class 8 contains 14208 members 
Mstep: Class 9 contains 145822 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 42065 members 
Mstep: Class 12 contains 9637 members 
Mstep: Class 13 contains 111089 members 
Mstep: Class 14 contains 30110 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 9553 members 
Mstep: Class 17 contains 131211 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 13788 members 
Mstep: Class 21 contains 67233 members 
Mstep: Class 22 contains 12660 members 
Mstep: Class 23 contains 9421 members 
Mstep: Class 24 contains 15994 members 
Mstep: Class 25 contains 61435 members 
Mstep: Class 26 contains 7890 members 
Mstep: Class 27 contains 100985 members 
Mstep: Class 28 contains 52524 members 
Mstep: Class 29 contains 10592 members 
Mstep: Class 30 contains 11549 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 22213 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 2813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139124976.000000 Penalty: 122140.078125
Iteration 52Q: 36 clusters Score -1.39125e+08 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 76529 members 
Mstep: Class 4 contains 218661 members 
Mstep: Class 5 contains 8196 members 
Mstep: Class 6 contains 7359 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14394 members 
Mstep: Class 9 contains 145761 members 
Mstep: Class 10 contains 21660 members 
Mstep: Class 11 contains 42257 members 
Mstep: Class 12 contains 9648 members 
Mstep: Class 13 contains 110953 members 
Mstep: Class 14 contains 30005 members 
Mstep: Class 15 contains 11984 members 
Mstep: Class 16 contains 9548 members 
Mstep: Class 17 contains 131063 members 
Mstep: Class 18 contains 9164 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 13636 members 
Mstep: Class 21 contains 67159 members 
Mstep: Class 22 contains 12869 members 
Mstep: Class 23 contains 9512 members 
Mstep: Class 24 contains 15997 members 
Mstep: Class 25 contains 61506 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 100811 members 
Mstep: Class 28 contains 52832 members 
Mstep: Class 29 contains 10609 members 
Mstep: Class 30 contains 11533 members 
Mstep: Class 31 contains 10062 members 
Mstep: Class 32 contains 11797 members 
Mstep: Class 33 contains 22196 members 
Mstep: Class 34 contains 6277 members 
Mstep: Class 35 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139125648.000000 Penalty: 122140.078125
Iteration 53Q: 36 clusters Score -1.391256e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 76378 members 
Mstep: Class 4 contains 218542 members 
Mstep: Class 5 contains 8197 members 
Mstep: Class 6 contains 7286 members 
Mstep: Class 7 contains 15038 members 
Mstep: Class 8 contains 14565 members 
Mstep: Class 9 contains 145721 members 
Mstep: Class 10 contains 21657 members 
Mstep: Class 11 contains 42443 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 13 contains 110804 members 
Mstep: Class 14 contains 29905 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 130956 members 
Mstep: Class 18 contains 9268 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 13505 members 
Mstep: Class 21 contains 67099 members 
Mstep: Class 22 contains 13051 members 
Mstep: Class 23 contains 9582 members 
Mstep: Class 24 contains 16003 members 
Mstep: Class 25 contains 61488 members 
Mstep: Class 26 contains 7953 members 
Mstep: Class 27 contains 100624 members 
Mstep: Class 28 contains 53129 members 
Mstep: Class 29 contains 10625 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 10039 members 
Mstep: Class 32 contains 11940 members 
Mstep: Class 33 contains 22179 members 
Mstep: Class 34 contains 6280 members 
Mstep: Class 35 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126048.000000 Penalty: 122140.078125
Iteration 54Q: 36 clusters Score -1.39126e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7515 members 
Mstep: Class 3 contains 76230 members 
Mstep: Class 4 contains 218453 members 
Mstep: Class 5 contains 8192 members 
Mstep: Class 6 contains 7241 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 14709 members 
Mstep: Class 9 contains 145694 members 
Mstep: Class 10 contains 21650 members 
Mstep: Class 11 contains 42662 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 110682 members 
Mstep: Class 14 contains 29795 members 
Mstep: Class 15 contains 11878 members 
Mstep: Class 16 contains 9551 members 
Mstep: Class 17 contains 130879 members 
Mstep: Class 18 contains 9374 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 13366 members 
Mstep: Class 21 contains 67028 members 
Mstep: Class 22 contains 13211 members 
Mstep: Class 23 contains 9645 members 
Mstep: Class 24 contains 16017 members 
Mstep: Class 25 contains 61427 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 100442 members 
Mstep: Class 28 contains 53424 members 
Mstep: Class 29 contains 10642 members 
Mstep: Class 30 contains 11488 members 
Mstep: Class 31 contains 10031 members 
Mstep: Class 32 contains 12060 members 
Mstep: Class 33 contains 22158 members 
Mstep: Class 34 contains 6299 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126160.000000 Penalty: 122140.078125
Iteration 55Q: 36 clusters Score -1.391262e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7555 members 
Mstep: Class 3 contains 76088 members 
Mstep: Class 4 contains 218393 members 
Mstep: Class 5 contains 8197 members 
Mstep: Class 6 contains 7192 members 
Mstep: Class 7 contains 14985 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 145674 members 
Mstep: Class 10 contains 21645 members 
Mstep: Class 11 contains 42893 members 
Mstep: Class 12 contains 9696 members 
Mstep: Class 13 contains 110541 members 
Mstep: Class 14 contains 29715 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 9526 members 
Mstep: Class 17 contains 130796 members 
Mstep: Class 18 contains 9450 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 13225 members 
Mstep: Class 21 contains 66974 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 9702 members 
Mstep: Class 24 contains 16029 members 
Mstep: Class 25 contains 61317 members 
Mstep: Class 26 contains 7992 members 
Mstep: Class 27 contains 100254 members 
Mstep: Class 28 contains 53736 members 
Mstep: Class 29 contains 10644 members 
Mstep: Class 30 contains 11466 members 
Mstep: Class 31 contains 10053 members 
Mstep: Class 32 contains 12164 members 
Mstep: Class 33 contains 22145 members 
Mstep: Class 34 contains 6331 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126192.000000 Penalty: 122140.078125
Iteration 56Q: 36 clusters Score -1.391262e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7588 members 
Mstep: Class 3 contains 75953 members 
Mstep: Class 4 contains 218362 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 7152 members 
Mstep: Class 7 contains 14947 members 
Mstep: Class 8 contains 14973 members 
Mstep: Class 9 contains 145655 members 
Mstep: Class 10 contains 21644 members 
Mstep: Class 11 contains 43113 members 
Mstep: Class 12 contains 9707 members 
Mstep: Class 13 contains 110437 members 
Mstep: Class 14 contains 29656 members 
Mstep: Class 15 contains 11783 members 
Mstep: Class 16 contains 9496 members 
Mstep: Class 17 contains 130723 members 
Mstep: Class 18 contains 9520 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 13090 members 
Mstep: Class 21 contains 66923 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 16046 members 
Mstep: Class 25 contains 61193 members 
Mstep: Class 26 contains 8007 members 
Mstep: Class 27 contains 100073 members 
Mstep: Class 28 contains 54029 members 
Mstep: Class 29 contains 10659 members 
Mstep: Class 30 contains 11443 members 
Mstep: Class 31 contains 10068 members 
Mstep: Class 32 contains 12257 members 
Mstep: Class 33 contains 22134 members 
Mstep: Class 34 contains 6349 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126608.000000 Penalty: 122140.078125
Iteration 57Q: 36 clusters Score -1.391266e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7608 members 
Mstep: Class 3 contains 75824 members 
Mstep: Class 4 contains 218329 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 7103 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 15109 members 
Mstep: Class 9 contains 145662 members 
Mstep: Class 10 contains 21638 members 
Mstep: Class 11 contains 43309 members 
Mstep: Class 12 contains 9717 members 
Mstep: Class 13 contains 110328 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 11756 members 
Mstep: Class 16 contains 9476 members 
Mstep: Class 17 contains 130642 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 66878 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 9804 members 
Mstep: Class 24 contains 16057 members 
Mstep: Class 25 contains 61077 members 
Mstep: Class 26 contains 8018 members 
Mstep: Class 27 contains 99884 members 
Mstep: Class 28 contains 54316 members 
Mstep: Class 29 contains 10666 members 
Mstep: Class 30 contains 11428 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 12342 members 
Mstep: Class 33 contains 22121 members 
Mstep: Class 34 contains 6366 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126624.000000 Penalty: 122140.078125
Iteration 58Q: 36 clusters Score -1.391266e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7623 members 
Mstep: Class 3 contains 75703 members 
Mstep: Class 4 contains 218311 members 
Mstep: Class 5 contains 8210 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 15216 members 
Mstep: Class 9 contains 145662 members 
Mstep: Class 10 contains 21628 members 
Mstep: Class 11 contains 43524 members 
Mstep: Class 12 contains 9725 members 
Mstep: Class 13 contains 110227 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 11730 members 
Mstep: Class 16 contains 9462 members 
Mstep: Class 17 contains 130587 members 
Mstep: Class 18 contains 9634 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 66832 members 
Mstep: Class 22 contains 13668 members 
Mstep: Class 23 contains 9854 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 61004 members 
Mstep: Class 26 contains 8032 members 
Mstep: Class 27 contains 99656 members 
Mstep: Class 28 contains 54601 members 
Mstep: Class 29 contains 10673 members 
Mstep: Class 30 contains 11413 members 
Mstep: Class 31 contains 10095 members 
Mstep: Class 32 contains 12406 members 
Mstep: Class 33 contains 22115 members 
Mstep: Class 34 contains 6376 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126560.000000 Penalty: 122140.078125
Iteration 59Q: 36 clusters Score -1.391266e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 3 contains 75606 members 
Mstep: Class 4 contains 218310 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 6994 members 
Mstep: Class 7 contains 14850 members 
Mstep: Class 8 contains 15301 members 
Mstep: Class 9 contains 145664 members 
Mstep: Class 10 contains 21631 members 
Mstep: Class 11 contains 43726 members 
Mstep: Class 12 contains 9734 members 
Mstep: Class 13 contains 110125 members 
Mstep: Class 14 contains 29531 members 
Mstep: Class 15 contains 11699 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 130544 members 
Mstep: Class 18 contains 9685 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 12741 members 
Mstep: Class 21 contains 66797 members 
Mstep: Class 22 contains 13744 members 
Mstep: Class 23 contains 9908 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 60907 members 
Mstep: Class 26 contains 8043 members 
Mstep: Class 27 contains 99420 members 
Mstep: Class 28 contains 54897 members 
Mstep: Class 29 contains 10687 members 
Mstep: Class 30 contains 11400 members 
Mstep: Class 31 contains 10106 members 
Mstep: Class 32 contains 12491 members 
Mstep: Class 33 contains 22100 members 
Mstep: Class 34 contains 6379 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126816.000000 Penalty: 122140.078125
Iteration 60F: 36 clusters Score -1.391268e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 75529 members 
Mstep: Class 4 contains 218305 members 
Mstep: Class 5 contains 8222 members 
Mstep: Class 6 contains 6951 members 
Mstep: Class 7 contains 14824 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 145670 members 
Mstep: Class 10 contains 21631 members 
Mstep: Class 11 contains 43901 members 
Mstep: Class 12 contains 9745 members 
Mstep: Class 13 contains 110026 members 
Mstep: Class 14 contains 29508 members 
Mstep: Class 15 contains 11666 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 130491 members 
Mstep: Class 18 contains 9738 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 12637 members 
Mstep: Class 21 contains 66747 members 
Mstep: Class 22 contains 14073 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 16061 members 
Mstep: Class 25 contains 60561 members 
Mstep: Class 26 contains 8048 members 
Mstep: Class 27 contains 99234 members 
Mstep: Class 28 contains 55181 members 
Mstep: Class 29 contains 10689 members 
Mstep: Class 30 contains 11391 members 
Mstep: Class 31 contains 10115 members 
Mstep: Class 32 contains 12569 members 
Mstep: Class 33 contains 22099 members 
Mstep: Class 34 contains 6379 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126752.000000 Penalty: 122140.078125
Iteration 61Q: 36 clusters Score -1.391268e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7718 members 
Mstep: Class 3 contains 75439 members 
Mstep: Class 4 contains 218333 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 6925 members 
Mstep: Class 7 contains 14801 members 
Mstep: Class 8 contains 15424 members 
Mstep: Class 9 contains 145685 members 
Mstep: Class 10 contains 21627 members 
Mstep: Class 11 contains 44078 members 
Mstep: Class 12 contains 9749 members 
Mstep: Class 13 contains 109907 members 
Mstep: Class 14 contains 29478 members 
Mstep: Class 15 contains 11644 members 
Mstep: Class 16 contains 9359 members 
Mstep: Class 17 contains 130461 members 
Mstep: Class 18 contains 9778 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 66702 members 
Mstep: Class 22 contains 14396 members 
Mstep: Class 23 contains 9990 members 
Mstep: Class 24 contains 16067 members 
Mstep: Class 25 contains 60210 members 
Mstep: Class 26 contains 8055 members 
Mstep: Class 27 contains 99061 members 
Mstep: Class 28 contains 55436 members 
Mstep: Class 29 contains 10694 members 
Mstep: Class 30 contains 11378 members 
Mstep: Class 31 contains 10119 members 
Mstep: Class 32 contains 12635 members 
Mstep: Class 33 contains 22084 members 
Mstep: Class 34 contains 6381 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126848.000000 Penalty: 122140.078125
Iteration 62Q: 36 clusters Score -1.391268e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7744 members 
Mstep: Class 3 contains 75346 members 
Mstep: Class 4 contains 218359 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 6888 members 
Mstep: Class 7 contains 14780 members 
Mstep: Class 8 contains 15514 members 
Mstep: Class 9 contains 145691 members 
Mstep: Class 10 contains 21629 members 
Mstep: Class 11 contains 44229 members 
Mstep: Class 12 contains 9755 members 
Mstep: Class 13 contains 109807 members 
Mstep: Class 14 contains 29483 members 
Mstep: Class 15 contains 11634 members 
Mstep: Class 16 contains 9329 members 
Mstep: Class 17 contains 130426 members 
Mstep: Class 18 contains 9798 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 12504 members 
Mstep: Class 21 contains 66655 members 
Mstep: Class 22 contains 14728 members 
Mstep: Class 23 contains 10045 members 
Mstep: Class 24 contains 16067 members 
Mstep: Class 25 contains 59809 members 
Mstep: Class 26 contains 8061 members 
Mstep: Class 27 contains 98909 members 
Mstep: Class 28 contains 55659 members 
Mstep: Class 29 contains 10701 members 
Mstep: Class 30 contains 11368 members 
Mstep: Class 31 contains 10119 members 
Mstep: Class 32 contains 12677 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 6379 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126992.000000 Penalty: 122140.078125
Iteration 63Q: 36 clusters Score -1.39127e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7769 members 
Mstep: Class 3 contains 75255 members 
Mstep: Class 4 contains 218409 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 6844 members 
Mstep: Class 7 contains 14768 members 
Mstep: Class 8 contains 15586 members 
Mstep: Class 9 contains 145699 members 
Mstep: Class 10 contains 21619 members 
Mstep: Class 11 contains 44345 members 
Mstep: Class 12 contains 9760 members 
Mstep: Class 13 contains 109711 members 
Mstep: Class 14 contains 29456 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 9305 members 
Mstep: Class 17 contains 130407 members 
Mstep: Class 18 contains 9830 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 12455 members 
Mstep: Class 21 contains 66603 members 
Mstep: Class 22 contains 15013 members 
Mstep: Class 23 contains 10083 members 
Mstep: Class 24 contains 16065 members 
Mstep: Class 25 contains 59461 members 
Mstep: Class 26 contains 8067 members 
Mstep: Class 27 contains 98804 members 
Mstep: Class 28 contains 55879 members 
Mstep: Class 29 contains 10716 members 
Mstep: Class 30 contains 11356 members 
Mstep: Class 31 contains 10118 members 
Mstep: Class 32 contains 12713 members 
Mstep: Class 33 contains 22066 members 
Mstep: Class 34 contains 6376 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127264.000000 Penalty: 122140.078125
Iteration 64Q: 36 clusters Score -1.391273e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7796 members 
Mstep: Class 3 contains 75156 members 
Mstep: Class 4 contains 218455 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 6814 members 
Mstep: Class 7 contains 14756 members 
Mstep: Class 8 contains 15648 members 
Mstep: Class 9 contains 145711 members 
Mstep: Class 10 contains 21616 members 
Mstep: Class 11 contains 44467 members 
Mstep: Class 12 contains 9761 members 
Mstep: Class 13 contains 109627 members 
Mstep: Class 14 contains 29445 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 130375 members 
Mstep: Class 18 contains 9857 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 12428 members 
Mstep: Class 21 contains 66539 members 
Mstep: Class 22 contains 15308 members 
Mstep: Class 23 contains 10127 members 
Mstep: Class 24 contains 16066 members 
Mstep: Class 25 contains 59112 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 98682 members 
Mstep: Class 28 contains 56072 members 
Mstep: Class 29 contains 10726 members 
Mstep: Class 30 contains 11344 members 
Mstep: Class 31 contains 10122 members 
Mstep: Class 32 contains 12745 members 
Mstep: Class 33 contains 22062 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126768.000000 Penalty: 122140.078125
Iteration 65Q: 36 clusters Score -1.391268e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7816 members 
Mstep: Class 3 contains 75082 members 
Mstep: Class 4 contains 218462 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 14755 members 
Mstep: Class 8 contains 15717 members 
Mstep: Class 9 contains 145723 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 44581 members 
Mstep: Class 12 contains 9763 members 
Mstep: Class 13 contains 109567 members 
Mstep: Class 14 contains 29426 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 9260 members 
Mstep: Class 17 contains 130356 members 
Mstep: Class 18 contains 9875 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 12411 members 
Mstep: Class 21 contains 66471 members 
Mstep: Class 22 contains 15587 members 
Mstep: Class 23 contains 10158 members 
Mstep: Class 24 contains 16071 members 
Mstep: Class 25 contains 58823 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 98561 members 
Mstep: Class 28 contains 56216 members 
Mstep: Class 29 contains 10746 members 
Mstep: Class 30 contains 11334 members 
Mstep: Class 31 contains 10130 members 
Mstep: Class 32 contains 12788 members 
Mstep: Class 33 contains 22043 members 
Mstep: Class 34 contains 6377 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127376.000000 Penalty: 122140.078125
Iteration 66Q: 36 clusters Score -1.391274e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7830 members 
Mstep: Class 3 contains 75011 members 
Mstep: Class 4 contains 218449 members 
Mstep: Class 5 contains 8222 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 14744 members 
Mstep: Class 8 contains 15783 members 
Mstep: Class 9 contains 145739 members 
Mstep: Class 10 contains 21607 members 
Mstep: Class 11 contains 44677 members 
Mstep: Class 12 contains 9763 members 
Mstep: Class 13 contains 109517 members 
Mstep: Class 14 contains 29420 members 
Mstep: Class 15 contains 11606 members 
Mstep: Class 16 contains 9246 members 
Mstep: Class 17 contains 130331 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12393 members 
Mstep: Class 21 contains 66402 members 
Mstep: Class 22 contains 15828 members 
Mstep: Class 23 contains 10190 members 
Mstep: Class 24 contains 16072 members 
Mstep: Class 25 contains 58579 members 
Mstep: Class 26 contains 8073 members 
Mstep: Class 27 contains 98482 members 
Mstep: Class 28 contains 56345 members 
Mstep: Class 29 contains 10767 members 
Mstep: Class 30 contains 11320 members 
Mstep: Class 31 contains 10136 members 
Mstep: Class 32 contains 12827 members 
Mstep: Class 33 contains 22039 members 
Mstep: Class 34 contains 6373 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127328.000000 Penalty: 122140.078125
Iteration 67Q: 36 clusters Score -1.391273e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7854 members 
Mstep: Class 3 contains 74928 members 
Mstep: Class 4 contains 218443 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 7 contains 14734 members 
Mstep: Class 8 contains 15842 members 
Mstep: Class 9 contains 145754 members 
Mstep: Class 10 contains 21600 members 
Mstep: Class 11 contains 44750 members 
Mstep: Class 12 contains 9763 members 
Mstep: Class 13 contains 109462 members 
Mstep: Class 14 contains 29416 members 
Mstep: Class 15 contains 11603 members 
Mstep: Class 16 contains 9237 members 
Mstep: Class 17 contains 130302 members 
Mstep: Class 18 contains 9906 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12377 members 
Mstep: Class 21 contains 66346 members 
Mstep: Class 22 contains 16054 members 
Mstep: Class 23 contains 10209 members 
Mstep: Class 24 contains 16071 members 
Mstep: Class 25 contains 58354 members 
Mstep: Class 26 contains 8075 members 
Mstep: Class 27 contains 98416 members 
Mstep: Class 28 contains 56461 members 
Mstep: Class 29 contains 10784 members 
Mstep: Class 30 contains 11314 members 
Mstep: Class 31 contains 10139 members 
Mstep: Class 32 contains 12862 members 
Mstep: Class 33 contains 22034 members 
Mstep: Class 34 contains 6373 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127312.000000 Penalty: 122140.078125
Iteration 68Q: 36 clusters Score -1.391273e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7877 members 
Mstep: Class 3 contains 74846 members 
Mstep: Class 4 contains 218459 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 14728 members 
Mstep: Class 8 contains 15909 members 
Mstep: Class 9 contains 145770 members 
Mstep: Class 10 contains 21599 members 
Mstep: Class 11 contains 44816 members 
Mstep: Class 12 contains 9761 members 
Mstep: Class 13 contains 109414 members 
Mstep: Class 14 contains 29410 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 9219 members 
Mstep: Class 17 contains 130282 members 
Mstep: Class 18 contains 9927 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12362 members 
Mstep: Class 21 contains 66296 members 
Mstep: Class 22 contains 16267 members 
Mstep: Class 23 contains 10227 members 
Mstep: Class 24 contains 16071 members 
Mstep: Class 25 contains 58093 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 98352 members 
Mstep: Class 28 contains 56566 members 
Mstep: Class 29 contains 10789 members 
Mstep: Class 30 contains 11308 members 
Mstep: Class 31 contains 10140 members 
Mstep: Class 32 contains 12892 members 
Mstep: Class 33 contains 22031 members 
Mstep: Class 34 contains 6373 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127888.000000 Penalty: 122140.078125
Iteration 69Q: 36 clusters Score -1.391279e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 74762 members 
Mstep: Class 4 contains 218460 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 6700 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 15957 members 
Mstep: Class 9 contains 145790 members 
Mstep: Class 10 contains 21598 members 
Mstep: Class 11 contains 44867 members 
Mstep: Class 12 contains 9757 members 
Mstep: Class 13 contains 109365 members 
Mstep: Class 14 contains 29397 members 
Mstep: Class 15 contains 11600 members 
Mstep: Class 16 contains 9197 members 
Mstep: Class 17 contains 130272 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12354 members 
Mstep: Class 21 contains 66244 members 
Mstep: Class 22 contains 16457 members 
Mstep: Class 23 contains 10263 members 
Mstep: Class 24 contains 16079 members 
Mstep: Class 25 contains 57886 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 98309 members 
Mstep: Class 28 contains 56660 members 
Mstep: Class 29 contains 10797 members 
Mstep: Class 30 contains 11304 members 
Mstep: Class 31 contains 10141 members 
Mstep: Class 32 contains 12915 members 
Mstep: Class 33 contains 22021 members 
Mstep: Class 34 contains 6370 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127792.000000 Penalty: 122140.078125
Iteration 70Q: 36 clusters Score -1.391278e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7940 members 
Mstep: Class 3 contains 74683 members 
Mstep: Class 4 contains 218458 members 
Mstep: Class 5 contains 8230 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 145806 members 
Mstep: Class 10 contains 21599 members 
Mstep: Class 11 contains 44913 members 
Mstep: Class 12 contains 9756 members 
Mstep: Class 13 contains 109325 members 
Mstep: Class 14 contains 29398 members 
Mstep: Class 15 contains 11596 members 
Mstep: Class 16 contains 9184 members 
Mstep: Class 17 contains 130256 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12332 members 
Mstep: Class 21 contains 66185 members 
Mstep: Class 22 contains 16624 members 
Mstep: Class 23 contains 10291 members 
Mstep: Class 24 contains 16082 members 
Mstep: Class 25 contains 57700 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 98267 members 
Mstep: Class 28 contains 56745 members 
Mstep: Class 29 contains 10805 members 
Mstep: Class 30 contains 11304 members 
Mstep: Class 31 contains 10143 members 
Mstep: Class 32 contains 12939 members 
Mstep: Class 33 contains 22006 members 
Mstep: Class 34 contains 6367 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127776.000000 Penalty: 122140.078125
Iteration 71Q: 36 clusters Score -1.391278e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 74601 members 
Mstep: Class 4 contains 218451 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 14715 members 
Mstep: Class 8 contains 16052 members 
Mstep: Class 9 contains 145815 members 
Mstep: Class 10 contains 21606 members 
Mstep: Class 11 contains 44945 members 
Mstep: Class 12 contains 9762 members 
Mstep: Class 13 contains 109285 members 
Mstep: Class 14 contains 29394 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 130246 members 
Mstep: Class 18 contains 9959 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 66125 members 
Mstep: Class 22 contains 16778 members 
Mstep: Class 23 contains 10321 members 
Mstep: Class 24 contains 16083 members 
Mstep: Class 25 contains 57541 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 98235 members 
Mstep: Class 28 contains 56835 members 
Mstep: Class 29 contains 10815 members 
Mstep: Class 30 contains 11299 members 
Mstep: Class 31 contains 10145 members 
Mstep: Class 32 contains 12967 members 
Mstep: Class 33 contains 21994 members 
Mstep: Class 34 contains 6369 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127648.000000 Penalty: 122140.078125
Iteration 72Q: 36 clusters Score -1.391276e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 74539 members 
Mstep: Class 4 contains 218447 members 
Mstep: Class 5 contains 8234 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16098 members 
Mstep: Class 9 contains 145831 members 
Mstep: Class 10 contains 21603 members 
Mstep: Class 11 contains 44972 members 
Mstep: Class 12 contains 9767 members 
Mstep: Class 13 contains 109246 members 
Mstep: Class 14 contains 29387 members 
Mstep: Class 15 contains 11593 members 
Mstep: Class 16 contains 9159 members 
Mstep: Class 17 contains 130237 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 66059 members 
Mstep: Class 22 contains 16937 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 16091 members 
Mstep: Class 25 contains 57371 members 
Mstep: Class 26 contains 8086 members 
Mstep: Class 27 contains 98216 members 
Mstep: Class 28 contains 56912 members 
Mstep: Class 29 contains 10825 members 
Mstep: Class 30 contains 11291 members 
Mstep: Class 31 contains 10146 members 
Mstep: Class 32 contains 12992 members 
Mstep: Class 33 contains 21990 members 
Mstep: Class 34 contains 6371 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127312.000000 Penalty: 122140.078125
Iteration 73Q: 36 clusters Score -1.391273e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8010 members 
Mstep: Class 3 contains 74483 members 
Mstep: Class 4 contains 218448 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 16157 members 
Mstep: Class 9 contains 145851 members 
Mstep: Class 10 contains 21603 members 
Mstep: Class 11 contains 44985 members 
Mstep: Class 12 contains 9766 members 
Mstep: Class 13 contains 109210 members 
Mstep: Class 14 contains 29379 members 
Mstep: Class 15 contains 11593 members 
Mstep: Class 16 contains 9150 members 
Mstep: Class 17 contains 130233 members 
Mstep: Class 18 contains 9968 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 65987 members 
Mstep: Class 22 contains 17053 members 
Mstep: Class 23 contains 10370 members 
Mstep: Class 24 contains 16093 members 
Mstep: Class 25 contains 57214 members 
Mstep: Class 26 contains 8097 members 
Mstep: Class 27 contains 98206 members 
Mstep: Class 28 contains 56985 members 
Mstep: Class 29 contains 10833 members 
Mstep: Class 30 contains 11285 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13016 members 
Mstep: Class 33 contains 21976 members 
Mstep: Class 34 contains 6372 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127536.000000 Penalty: 122140.078125
Iteration 74Q: 36 clusters Score -1.391275e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8030 members 
Mstep: Class 3 contains 74419 members 
Mstep: Class 4 contains 218449 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 7 contains 14651 members 
Mstep: Class 8 contains 16218 members 
Mstep: Class 9 contains 145870 members 
Mstep: Class 10 contains 21615 members 
Mstep: Class 11 contains 44978 members 
Mstep: Class 12 contains 9765 members 
Mstep: Class 13 contains 109179 members 
Mstep: Class 14 contains 29381 members 
Mstep: Class 15 contains 11593 members 
Mstep: Class 16 contains 9152 members 
Mstep: Class 17 contains 130222 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 65926 members 
Mstep: Class 22 contains 17149 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 16091 members 
Mstep: Class 25 contains 57079 members 
Mstep: Class 26 contains 8106 members 
Mstep: Class 27 contains 98188 members 
Mstep: Class 28 contains 57052 members 
Mstep: Class 29 contains 10839 members 
Mstep: Class 30 contains 11280 members 
Mstep: Class 31 contains 10147 members 
Mstep: Class 32 contains 13040 members 
Mstep: Class 33 contains 21968 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127360.000000 Penalty: 122140.078125
Iteration 75Q: 36 clusters Score -1.391274e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 74364 members 
Mstep: Class 4 contains 218443 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 14636 members 
Mstep: Class 8 contains 16257 members 
Mstep: Class 9 contains 145886 members 
Mstep: Class 10 contains 21616 members 
Mstep: Class 11 contains 44986 members 
Mstep: Class 12 contains 9767 members 
Mstep: Class 13 contains 109153 members 
Mstep: Class 14 contains 29378 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 9143 members 
Mstep: Class 17 contains 130219 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12307 members 
Mstep: Class 21 contains 65859 members 
Mstep: Class 22 contains 17240 members 
Mstep: Class 23 contains 10402 members 
Mstep: Class 24 contains 16094 members 
Mstep: Class 25 contains 56983 members 
Mstep: Class 26 contains 8110 members 
Mstep: Class 27 contains 98167 members 
Mstep: Class 28 contains 57113 members 
Mstep: Class 29 contains 10846 members 
Mstep: Class 30 contains 11274 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13061 members 
Mstep: Class 33 contains 21966 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127456.000000 Penalty: 122140.078125
Iteration 76Q: 36 clusters Score -1.391275e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 3 contains 74319 members 
Mstep: Class 4 contains 218436 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 14626 members 
Mstep: Class 8 contains 16309 members 
Mstep: Class 9 contains 145910 members 
Mstep: Class 10 contains 21615 members 
Mstep: Class 11 contains 44984 members 
Mstep: Class 12 contains 9770 members 
Mstep: Class 13 contains 109133 members 
Mstep: Class 14 contains 29377 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 130217 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 65776 members 
Mstep: Class 22 contains 17326 members 
Mstep: Class 23 contains 10418 members 
Mstep: Class 24 contains 16100 members 
Mstep: Class 25 contains 56872 members 
Mstep: Class 26 contains 8112 members 
Mstep: Class 27 contains 98140 members 
Mstep: Class 28 contains 57164 members 
Mstep: Class 29 contains 10845 members 
Mstep: Class 30 contains 11272 members 
Mstep: Class 31 contains 10150 members 
Mstep: Class 32 contains 13076 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6377 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127616.000000 Penalty: 122140.078125
Iteration 77Q: 36 clusters Score -1.391276e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 74271 members 
Mstep: Class 4 contains 218421 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 6766 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 16357 members 
Mstep: Class 9 contains 145929 members 
Mstep: Class 10 contains 21612 members 
Mstep: Class 11 contains 44989 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109130 members 
Mstep: Class 14 contains 29377 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 130212 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 65708 members 
Mstep: Class 22 contains 17412 members 
Mstep: Class 23 contains 10454 members 
Mstep: Class 24 contains 16099 members 
Mstep: Class 25 contains 56748 members 
Mstep: Class 26 contains 8116 members 
Mstep: Class 27 contains 98116 members 
Mstep: Class 28 contains 57219 members 
Mstep: Class 29 contains 10848 members 
Mstep: Class 30 contains 11262 members 
Mstep: Class 31 contains 10150 members 
Mstep: Class 32 contains 13105 members 
Mstep: Class 33 contains 21962 members 
Mstep: Class 34 contains 6379 members 
Mstep: Class 35 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127792.000000 Penalty: 122140.078125
Iteration 78Q: 36 clusters Score -1.391278e+08 nChanged 813
Entering ConstructFrom: 
Score: -139127792.000000 Penalty: 122140.078125
Entering ConstructFrom: 
Trying to split cluster 1 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -309966.062500 Penalty: 1978.195679
	Iteration 0F: 2 clusters Score -309966.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -306738.750000 Penalty: 3956.391357
	Iteration 0F: 3 clusters Score -306738.8 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -307368.437500 Penalty: 3956.391357
	Iteration 1F: 3 clusters Score -307368.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -307549.250000 Penalty: 3956.391357
	Iteration 2F: 3 clusters Score -307549.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -307656.656250 Penalty: 3956.391357
	Iteration 3F: 3 clusters Score -307656.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -307737.781250 Penalty: 3956.391357
	Iteration 4Q: 3 clusters Score -307737.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -307804.687500 Penalty: 3956.391357
	Iteration 5Q: 3 clusters Score -307804.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -307860.875000 Penalty: 3956.391357
	Iteration 6Q: 3 clusters Score -307860.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -307902.843750 Penalty: 3956.391357
	Iteration 7Q: 3 clusters Score -307902.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -307950.562500 Penalty: 3956.391357
	Iteration 8Q: 3 clusters Score -307950.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -307987.000000 Penalty: 3956.391357
	Iteration 9Q: 3 clusters Score -307987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -308021.906250 Penalty: 3956.391357
	Iteration 10Q: 3 clusters Score -308021.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -308063.625000 Penalty: 3956.391357
	Iteration 11Q: 3 clusters Score -308063.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -308094.468750 Penalty: 3956.391357
	Iteration 12Q: 3 clusters Score -308094.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -308127.656250 Penalty: 3956.391357
	Iteration 13Q: 3 clusters Score -308127.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -308155.843750 Penalty: 3956.391357
	Iteration 14Q: 3 clusters Score -308155.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -308188.906250 Penalty: 3956.391357
	Iteration 15Q: 3 clusters Score -308188.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -308222.500000 Penalty: 3956.391357
	Iteration 16Q: 3 clusters Score -308222.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -308248.437500 Penalty: 3956.391357
	Iteration 17Q: 3 clusters Score -308248.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -308276.937500 Penalty: 3956.391357
	Iteration 18Q: 3 clusters Score -308276.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -308302.656250 Penalty: 3956.391357
	Iteration 19Q: 3 clusters Score -308302.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -308321.312500 Penalty: 3956.391357
	Iteration 20F: 3 clusters Score -308321.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -308347.593750 Penalty: 3956.391357
	Iteration 21Q: 3 clusters Score -308347.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -308364.750000 Penalty: 3956.391357
	Iteration 22Q: 3 clusters Score -308364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -308382.156250 Penalty: 3956.391357
	Iteration 23Q: 3 clusters Score -308382.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -308405.906250 Penalty: 3956.391357
	Iteration 24Q: 3 clusters Score -308405.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -308426.125000 Penalty: 3956.391357
	Iteration 25Q: 3 clusters Score -308426.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -308439.718750 Penalty: 3956.391357
	Iteration 26Q: 3 clusters Score -308439.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -308453.656250 Penalty: 3956.391357
	Iteration 27Q: 3 clusters Score -308453.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -308459.218750 Penalty: 3956.391357
	Iteration 28Q: 3 clusters Score -308459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -308461.406250 Penalty: 3956.391357
	Iteration 29Q: 3 clusters Score -308461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -308463.250000 Penalty: 3956.391357
	Iteration 30Q: 3 clusters Score -308463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -308467.281250 Penalty: 3956.391357
	Iteration 31Q: 3 clusters Score -308467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -308471.937500 Penalty: 3956.391357
	Iteration 32Q: 3 clusters Score -308471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -308475.156250 Penalty: 3956.391357
	Iteration 33Q: 3 clusters Score -308475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -308478.781250 Penalty: 3956.391357
	Iteration 34Q: 3 clusters Score -308478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -308484.031250 Penalty: 3956.391357
	Iteration 35Q: 3 clusters Score -308484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -308486.437500 Penalty: 3956.391357
	Iteration 36Q: 3 clusters Score -308486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -308490.750000 Penalty: 3956.391357
	Iteration 37Q: 3 clusters Score -308490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -308497.031250 Penalty: 3956.391357
	Iteration 38Q: 3 clusters Score -308497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -308500.468750 Penalty: 3956.391357
	Iteration 39Q: 3 clusters Score -308500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -308504.343750 Penalty: 3956.391357
	Iteration 40F: 3 clusters Score -308504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -308506.343750 Penalty: 3956.391357
	Iteration 41Q: 3 clusters Score -308506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -308507.281250 Penalty: 3956.391357
	Iteration 42Q: 3 clusters Score -308507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -308507.531250 Penalty: 3956.391357
	Iteration 43Q: 3 clusters Score -308507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -308508.687500 Penalty: 3956.391357
	Iteration 44Q: 3 clusters Score -308508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -308510.468750 Penalty: 3956.391357
	Iteration 45Q: 3 clusters Score -308510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -308510.468750 Penalty: 3956.391357
	Iteration 46F: 3 clusters Score -308510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Entering Unmasked Estep 
Score: -896923.437500 Penalty: 2234.554932
	Iteration 0F: 2 clusters Score -896923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -890375.375000 Penalty: 4469.109863
	Iteration 0F: 3 clusters Score -890375.4 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -892318.000000 Penalty: 4469.109863
	Iteration 1F: 3 clusters Score -892318 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -892739.500000 Penalty: 4469.109863
	Iteration 2F: 3 clusters Score -892739.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -893168.375000 Penalty: 4469.109863
	Iteration 3F: 3 clusters Score -893168.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -893960.687500 Penalty: 4469.109863
	Iteration 4F: 3 clusters Score -893960.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -895605.125000 Penalty: 4469.109863
	Iteration 5F: 3 clusters Score -895605.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -896719.375000 Penalty: 4469.109863
	Iteration 6F: 3 clusters Score -896719.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -897260.000000 Penalty: 4469.109863
	Iteration 7F: 3 clusters Score -897260 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -897575.500000 Penalty: 4469.109863
	Iteration 8Q: 3 clusters Score -897575.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -897787.625000 Penalty: 4469.109863
	Iteration 9Q: 3 clusters Score -897787.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -897908.187500 Penalty: 4469.109863
	Iteration 10Q: 3 clusters Score -897908.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -897986.687500 Penalty: 4469.109863
	Iteration 11Q: 3 clusters Score -897986.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -898026.562500 Penalty: 4469.109863
	Iteration 12Q: 3 clusters Score -898026.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -898057.000000 Penalty: 4469.109863
	Iteration 13Q: 3 clusters Score -898057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -898086.875000 Penalty: 4469.109863
	Iteration 14Q: 3 clusters Score -898086.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -898109.062500 Penalty: 4469.109863
	Iteration 15Q: 3 clusters Score -898109.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -898123.375000 Penalty: 4469.109863
	Iteration 16Q: 3 clusters Score -898123.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -898135.812500 Penalty: 4469.109863
	Iteration 17Q: 3 clusters Score -898135.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -898153.375000 Penalty: 4469.109863
	Iteration 18Q: 3 clusters Score -898153.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -898162.312500 Penalty: 4469.109863
	Iteration 19Q: 3 clusters Score -898162.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -898171.187500 Penalty: 4469.109863
	Iteration 20F: 3 clusters Score -898171.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -898183.187500 Penalty: 4469.109863
	Iteration 21Q: 3 clusters Score -898183.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -898193.562500 Penalty: 4469.109863
	Iteration 22Q: 3 clusters Score -898193.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -898213.812500 Penalty: 4469.109863
	Iteration 23Q: 3 clusters Score -898213.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -898258.500000 Penalty: 4469.109863
	Iteration 24Q: 3 clusters Score -898258.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -898351.375000 Penalty: 4469.109863
	Iteration 25Q: 3 clusters Score -898351.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -898506.625000 Penalty: 4469.109863
	Iteration 26Q: 3 clusters Score -898506.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -898654.187500 Penalty: 4469.109863
	Iteration 27Q: 3 clusters Score -898654.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -898748.250000 Penalty: 4469.109863
	Iteration 28Q: 3 clusters Score -898748.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -898797.375000 Penalty: 4469.109863
	Iteration 29Q: 3 clusters Score -898797.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -898838.125000 Penalty: 4469.109863
	Iteration 30Q: 3 clusters Score -898838.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -898857.312500 Penalty: 4469.109863
	Iteration 31Q: 3 clusters Score -898857.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -898869.500000 Penalty: 4469.109863
	Iteration 32Q: 3 clusters Score -898869.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -898875.312500 Penalty: 4469.109863
	Iteration 33Q: 3 clusters Score -898875.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -898879.812500 Penalty: 4469.109863
	Iteration 34Q: 3 clusters Score -898879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -898881.687500 Penalty: 4469.109863
	Iteration 35Q: 3 clusters Score -898881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -898884.625000 Penalty: 4469.109863
	Iteration 36Q: 3 clusters Score -898884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -898886.000000 Penalty: 4469.109863
	Iteration 37Q: 3 clusters Score -898886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -898888.000000 Penalty: 4469.109863
	Iteration 38Q: 3 clusters Score -898888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -898888.000000 Penalty: 4469.109863
	Iteration 39F: 3 clusters Score -898888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 74224 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 21608 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 29378 members 
Mstep: Class 15 contains 11596 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 65631 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Entering Unmasked Estep 
Score: -139128720.000000 Penalty: 125629.796875
Splitting cluster 2 changes total score from -139127792.000000 to -139128720.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (74224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Entering Unmasked Estep 
Score: -8379109.000000 Penalty: 2781.281006
	Iteration 0F: 2 clusters Score -8379109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8380207.500000 Penalty: 5562.562012
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Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 4975 members 
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Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8380508 nChanged 75
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Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8380540 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70264 members 
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	Iteration 51Q: 3 clusters Score -8380550 nChanged 55
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Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8380550 nChanged 66
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Mstep: Class 1 contains 70418 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 70452 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8380584 nChanged 45
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Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8380598 nChanged 36
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Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8380592 nChanged 36
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Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8380599 nChanged 42
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Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8380608 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8380594 nChanged 35
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Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8380608 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8380600 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8380614 nChanged 26
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Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8380621 nChanged 22
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Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8380629 nChanged 19
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Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8380649 nChanged 16
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Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8380653 nChanged 16
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Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 3451 members 
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	Iteration 68Q: 3 clusters Score -8380643 nChanged 20
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Mstep: Class 1 contains 70789 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8380642 nChanged 22
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Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8380652 nChanged 34
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Mstep: Class 1 contains 70839 members 
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	Iteration 71Q: 3 clusters Score -8380663 nChanged 36
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Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8380643 nChanged 25
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Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8380656 nChanged 28
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Mstep: Class 1 contains 70926 members 
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	Iteration 74Q: 3 clusters Score -8380668 nChanged 37
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Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8380664 nChanged 44
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Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8380676 nChanged 40
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Mstep: Class 1 contains 71021 members 
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	Iteration 77Q: 3 clusters Score -8380680 nChanged 39
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Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8380698 nChanged 40
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Mstep: Class 1 contains 71082 members 
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	Iteration 79Q: 3 clusters Score -8380708 nChanged 39
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Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8380730 nChanged 33
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Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8380746 nChanged 54
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Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8380763 nChanged 63
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Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71333 members 
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	Iteration 86Q: 3 clusters Score -8380790 nChanged 54
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Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8380816 nChanged 49
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Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 2801 members 
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Mstep: Class 2 contains 2755 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8380885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8380898.000000 Penalty: 5562.562012
	Iteration 94Q: 3 clusters Score -8380898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8380897.500000 Penalty: 5562.562012
	Iteration 95Q: 3 clusters Score -8380898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8380899.500000 Penalty: 5562.562012
	Iteration 96Q: 3 clusters Score -8380900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8380892.000000 Penalty: 5562.562012
	Iteration 97Q: 3 clusters Score -8380892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -8380886.000000 Penalty: 5562.562012
	Iteration 98Q: 3 clusters Score -8380886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8380889.000000 Penalty: 5562.562012
	Iteration 99Q: 3 clusters Score -8380889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8380889.500000 Penalty: 5562.562012
	Iteration 100F: 3 clusters Score -8380890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8380890.000000 Penalty: 5562.562012
	Iteration 101Q: 3 clusters Score -8380890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -8380895.000000 Penalty: 5562.562012
	Iteration 102Q: 3 clusters Score -8380895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8380894.500000 Penalty: 5562.562012
	Iteration 103Q: 3 clusters Score -8380894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8380897.500000 Penalty: 5562.562012
	Iteration 104Q: 3 clusters Score -8380898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8380907.000000 Penalty: 5562.562012
	Iteration 105Q: 3 clusters Score -8380907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8380907.500000 Penalty: 5562.562012
	Iteration 106Q: 3 clusters Score -8380908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8380920.500000 Penalty: 5562.562012
	Iteration 107Q: 3 clusters Score -8380920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8380933.500000 Penalty: 5562.562012
	Iteration 108Q: 3 clusters Score -8380934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8380944.500000 Penalty: 5562.562012
	Iteration 109Q: 3 clusters Score -8380944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71707 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8380959.500000 Penalty: 5562.562012
	Iteration 110Q: 3 clusters Score -8380960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8380966.000000 Penalty: 5562.562012
	Iteration 111Q: 3 clusters Score -8380966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8380998.000000 Penalty: 5562.562012
	Iteration 112Q: 3 clusters Score -8380998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8380992.500000 Penalty: 5562.562012
	Iteration 113Q: 3 clusters Score -8380992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8380997.500000 Penalty: 5562.562012
	Iteration 114Q: 3 clusters Score -8380998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8381008.000000 Penalty: 5562.562012
	Iteration 115Q: 3 clusters Score -8381008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8381001.500000 Penalty: 5562.562012
	Iteration 116Q: 3 clusters Score -8381002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8381008.500000 Penalty: 5562.562012
	Iteration 117Q: 3 clusters Score -8381008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8381013.500000 Penalty: 5562.562012
	Iteration 118Q: 3 clusters Score -8381014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8381028.500000 Penalty: 5562.562012
	Iteration 119Q: 3 clusters Score -8381028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8381028.500000 Penalty: 5562.562012
	Iteration 120F: 3 clusters Score -8381028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8381034.000000 Penalty: 5562.562012
	Iteration 121Q: 3 clusters Score -8381034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8381042.000000 Penalty: 5562.562012
	Iteration 122Q: 3 clusters Score -8381042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8381058.500000 Penalty: 5562.562012
	Iteration 123Q: 3 clusters Score -8381058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8381063.500000 Penalty: 5562.562012
	Iteration 124Q: 3 clusters Score -8381064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8381077.500000 Penalty: 5562.562012
	Iteration 125Q: 3 clusters Score -8381078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8381085.000000 Penalty: 5562.562012
	Iteration 126Q: 3 clusters Score -8381085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8381084.500000 Penalty: 5562.562012
	Iteration 127Q: 3 clusters Score -8381084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8381085.500000 Penalty: 5562.562012
	Iteration 128Q: 3 clusters Score -8381086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8381087.500000 Penalty: 5562.562012
	Iteration 129Q: 3 clusters Score -8381088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8381092.500000 Penalty: 5562.562012
	Iteration 130Q: 3 clusters Score -8381092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8381098.500000 Penalty: 5562.562012
	Iteration 131Q: 3 clusters Score -8381098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8381096.000000 Penalty: 5562.562012
	Iteration 132Q: 3 clusters Score -8381096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8381090.000000 Penalty: 5562.562012
	Iteration 133Q: 3 clusters Score -8381090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8381093.000000 Penalty: 5562.562012
	Iteration 134Q: 3 clusters Score -8381093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8381093.000000 Penalty: 5562.562012
	Iteration 135F: 3 clusters Score -8381093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 21608 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 29378 members 
Mstep: Class 15 contains 11596 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 65631 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Entering Unmasked Estep 
Score: -139129952.000000 Penalty: 129119.515625
Splitting cluster 3 changes total score from -139127792.000000 to -139129952.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (218394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218394 members 
Entering Unmasked Estep 
Score: -25043424.000000 Penalty: 3048.925781
	Iteration 0F: 2 clusters Score -2.504342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -24919026.000000 Penalty: 6097.851562
	Iteration 0F: 3 clusters Score -2.491903e+07 nChanged 105045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 101944 members 
Entering Unmasked Estep 
Score: -24981012.000000 Penalty: 6097.851562
	Iteration 1F: 3 clusters Score -2.498101e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -24982812.000000 Penalty: 6097.851562
	Iteration 2Q: 3 clusters Score -2.498281e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -24986462.000000 Penalty: 6097.851562
	Iteration 3Q: 3 clusters Score -2.498646e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139270 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -24993350.000000 Penalty: 6097.851562
	Iteration 4F: 3 clusters Score -2.499335e+07 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154249 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -25005084.000000 Penalty: 6097.851562
	Iteration 5F: 3 clusters Score -2.500508e+07 nChanged 18569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -25016544.000000 Penalty: 6097.851562
	Iteration 6F: 3 clusters Score -2.501654e+07 nChanged 16254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187146 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -25024340.000000 Penalty: 6097.851562
	Iteration 7F: 3 clusters Score -2.502434e+07 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198614 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -25029432.000000 Penalty: 6097.851562
	Iteration 8F: 3 clusters Score -2.502943e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206413 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -25033372.000000 Penalty: 6097.851562
	Iteration 9Q: 3 clusters Score -2.503337e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211361 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -25036386.000000 Penalty: 6097.851562
	Iteration 10Q: 3 clusters Score -2.503639e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214268 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -25038322.000000 Penalty: 6097.851562
	Iteration 11Q: 3 clusters Score -2.503832e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215789 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -25039440.000000 Penalty: 6097.851562
	Iteration 12Q: 3 clusters Score -2.503944e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216495 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -25040014.000000 Penalty: 6097.851562
	Iteration 13Q: 3 clusters Score -2.504001e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216855 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -25040398.000000 Penalty: 6097.851562
	Iteration 14Q: 3 clusters Score -2.50404e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217034 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -25040654.000000 Penalty: 6097.851562
	Iteration 15Q: 3 clusters Score -2.504065e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217133 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -25040816.000000 Penalty: 6097.851562
	Iteration 16Q: 3 clusters Score -2.504082e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217217 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -25040936.000000 Penalty: 6097.851562
	Iteration 17Q: 3 clusters Score -2.504094e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217254 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -25041028.000000 Penalty: 6097.851562
	Iteration 18Q: 3 clusters Score -2.504103e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217279 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -25041014.000000 Penalty: 6097.851562
	Iteration 19Q: 3 clusters Score -2.504101e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217294 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25041066.000000 Penalty: 6097.851562
	Iteration 20F: 3 clusters Score -2.504107e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217309 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -25041122.000000 Penalty: 6097.851562
	Iteration 21Q: 3 clusters Score -2.504112e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217312 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -25041142.000000 Penalty: 6097.851562
	Iteration 22Q: 3 clusters Score -2.504114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217320 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -25041164.000000 Penalty: 6097.851562
	Iteration 23Q: 3 clusters Score -2.504116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217316 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -25041138.000000 Penalty: 6097.851562
	Iteration 24Q: 3 clusters Score -2.504114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217314 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -25041184.000000 Penalty: 6097.851562
	Iteration 25Q: 3 clusters Score -2.504118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217311 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -25041198.000000 Penalty: 6097.851562
	Iteration 26Q: 3 clusters Score -2.50412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217311 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -25041186.000000 Penalty: 6097.851562
	Iteration 27Q: 3 clusters Score -2.504119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25041216.000000 Penalty: 6097.851562
	Iteration 28Q: 3 clusters Score -2.504122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217306 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -25041214.000000 Penalty: 6097.851562
	Iteration 29Q: 3 clusters Score -2.504121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217302 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25041234.000000 Penalty: 6097.851562
	Iteration 30Q: 3 clusters Score -2.504123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25041256.000000 Penalty: 6097.851562
	Iteration 31Q: 3 clusters Score -2.504126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25041270.000000 Penalty: 6097.851562
	Iteration 32Q: 3 clusters Score -2.504127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25041254.000000 Penalty: 6097.851562
	Iteration 33Q: 3 clusters Score -2.504125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217306 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -25041248.000000 Penalty: 6097.851562
	Iteration 34Q: 3 clusters Score -2.504125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217301 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25041234.000000 Penalty: 6097.851562
	Iteration 35Q: 3 clusters Score -2.504123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217298 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25041254.000000 Penalty: 6097.851562
	Iteration 36Q: 3 clusters Score -2.504125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217292 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -25041252.000000 Penalty: 6097.851562
	Iteration 37Q: 3 clusters Score -2.504125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217286 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -25041240.000000 Penalty: 6097.851562
	Iteration 38Q: 3 clusters Score -2.504124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217286 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -25041242.000000 Penalty: 6097.851562
	Iteration 39Q: 3 clusters Score -2.504124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217290 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -25041268.000000 Penalty: 6097.851562
	Iteration 40F: 3 clusters Score -2.504127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217292 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -25041260.000000 Penalty: 6097.851562
	Iteration 41Q: 3 clusters Score -2.504126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217295 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -25041260.000000 Penalty: 6097.851562
	Iteration 42Q: 3 clusters Score -2.504126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217298 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25041280.000000 Penalty: 6097.851562
	Iteration 43Q: 3 clusters Score -2.504128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217294 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25041298.000000 Penalty: 6097.851562
	Iteration 44Q: 3 clusters Score -2.50413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217294 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25041302.000000 Penalty: 6097.851562
	Iteration 45Q: 3 clusters Score -2.50413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217297 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -25041302.000000 Penalty: 6097.851562
	Iteration 46Q: 3 clusters Score -2.50413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217298 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25041314.000000 Penalty: 6097.851562
	Iteration 47Q: 3 clusters Score -2.504131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217298 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25041300.000000 Penalty: 6097.851562
	Iteration 48Q: 3 clusters Score -2.50413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217301 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25041300.000000 Penalty: 6097.851562
	Iteration 49Q: 3 clusters Score -2.50413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217302 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25041296.000000 Penalty: 6097.851562
	Iteration 50Q: 3 clusters Score -2.50413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217302 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25041302.000000 Penalty: 6097.851562
	Iteration 51Q: 3 clusters Score -2.50413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217300 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -25041316.000000 Penalty: 6097.851562
	Iteration 52Q: 3 clusters Score -2.504132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217297 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -25041316.000000 Penalty: 6097.851562
	Iteration 53Q: 3 clusters Score -2.504132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217296 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -25041328.000000 Penalty: 6097.851562
	Iteration 54Q: 3 clusters Score -2.504133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217300 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -25041330.000000 Penalty: 6097.851562
	Iteration 55Q: 3 clusters Score -2.504133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217301 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25041322.000000 Penalty: 6097.851562
	Iteration 56Q: 3 clusters Score -2.504132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25041318.000000 Penalty: 6097.851562
	Iteration 57Q: 3 clusters Score -2.504132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217304 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -25041312.000000 Penalty: 6097.851562
	Iteration 58Q: 3 clusters Score -2.504131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217302 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25041312.000000 Penalty: 6097.851562
	Iteration 59Q: 3 clusters Score -2.504131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25041326.000000 Penalty: 6097.851562
	Iteration 60F: 3 clusters Score -2.504133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217306 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -25041316.000000 Penalty: 6097.851562
	Iteration 61Q: 3 clusters Score -2.504132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217308 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -25041336.000000 Penalty: 6097.851562
	Iteration 62Q: 3 clusters Score -2.504134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217307 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -25041320.000000 Penalty: 6097.851562
	Iteration 63Q: 3 clusters Score -2.504132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217306 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -25041332.000000 Penalty: 6097.851562
	Iteration 64Q: 3 clusters Score -2.504133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25041344.000000 Penalty: 6097.851562
	Iteration 65Q: 3 clusters Score -2.504134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217303 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -25041364.000000 Penalty: 6097.851562
	Iteration 66Q: 3 clusters Score -2.504136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217301 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25041358.000000 Penalty: 6097.851562
	Iteration 67Q: 3 clusters Score -2.504136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217303 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -25041364.000000 Penalty: 6097.851562
	Iteration 68Q: 3 clusters Score -2.504136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217302 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25041362.000000 Penalty: 6097.851562
	Iteration 69Q: 3 clusters Score -2.504136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217300 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -25041356.000000 Penalty: 6097.851562
	Iteration 70Q: 3 clusters Score -2.504136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217299 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -25041376.000000 Penalty: 6097.851562
	Iteration 71Q: 3 clusters Score -2.504138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217299 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -25041376.000000 Penalty: 6097.851562
	Iteration 72F: 3 clusters Score -2.504138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Entering Unmasked Estep 
Score: -887502.312500 Penalty: 2236.185547
	Iteration 0F: 2 clusters Score -887502.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -880960.312500 Penalty: 4472.371094
	Iteration 0F: 3 clusters Score -880960.3 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -882924.750000 Penalty: 4472.371094
	Iteration 1F: 3 clusters Score -882924.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -883509.937500 Penalty: 4472.371094
	Iteration 2F: 3 clusters Score -883509.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -884106.437500 Penalty: 4472.371094
	Iteration 3F: 3 clusters Score -884106.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -884706.562500 Penalty: 4472.371094
	Iteration 4F: 3 clusters Score -884706.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -885218.937500 Penalty: 4472.371094
	Iteration 5F: 3 clusters Score -885218.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -885621.062500 Penalty: 4472.371094
	Iteration 6F: 3 clusters Score -885621.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -885863.687500 Penalty: 4472.371094
	Iteration 7Q: 3 clusters Score -885863.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -886024.812500 Penalty: 4472.371094
	Iteration 8Q: 3 clusters Score -886024.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -886125.500000 Penalty: 4472.371094
	Iteration 9Q: 3 clusters Score -886125.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -886202.625000 Penalty: 4472.371094
	Iteration 10Q: 3 clusters Score -886202.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -886256.937500 Penalty: 4472.371094
	Iteration 11Q: 3 clusters Score -886256.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -886300.750000 Penalty: 4472.371094
	Iteration 12Q: 3 clusters Score -886300.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -886341.375000 Penalty: 4472.371094
	Iteration 13Q: 3 clusters Score -886341.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -886390.750000 Penalty: 4472.371094
	Iteration 14Q: 3 clusters Score -886390.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -886436.937500 Penalty: 4472.371094
	Iteration 15Q: 3 clusters Score -886436.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -886472.125000 Penalty: 4472.371094
	Iteration 16Q: 3 clusters Score -886472.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -886513.812500 Penalty: 4472.371094
	Iteration 17Q: 3 clusters Score -886513.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -886547.500000 Penalty: 4472.371094
	Iteration 18Q: 3 clusters Score -886547.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -886577.375000 Penalty: 4472.371094
	Iteration 19Q: 3 clusters Score -886577.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -886609.812500 Penalty: 4472.371094
	Iteration 20F: 3 clusters Score -886609.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -886634.375000 Penalty: 4472.371094
	Iteration 21Q: 3 clusters Score -886634.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -886665.125000 Penalty: 4472.371094
	Iteration 22Q: 3 clusters Score -886665.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -886694.937500 Penalty: 4472.371094
	Iteration 23Q: 3 clusters Score -886694.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -886718.812500 Penalty: 4472.371094
	Iteration 24Q: 3 clusters Score -886718.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -886733.562500 Penalty: 4472.371094
	Iteration 25Q: 3 clusters Score -886733.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -886744.375000 Penalty: 4472.371094
	Iteration 26Q: 3 clusters Score -886744.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -886752.750000 Penalty: 4472.371094
	Iteration 27Q: 3 clusters Score -886752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -886756.500000 Penalty: 4472.371094
	Iteration 28Q: 3 clusters Score -886756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -886759.437500 Penalty: 4472.371094
	Iteration 29Q: 3 clusters Score -886759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -886761.500000 Penalty: 4472.371094
	Iteration 30Q: 3 clusters Score -886761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -886762.312500 Penalty: 4472.371094
	Iteration 31Q: 3 clusters Score -886762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -886762.750000 Penalty: 4472.371094
	Iteration 32Q: 3 clusters Score -886762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -886766.750000 Penalty: 4472.371094
	Iteration 33Q: 3 clusters Score -886766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -886767.812500 Penalty: 4472.371094
	Iteration 34Q: 3 clusters Score -886767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -886770.812500 Penalty: 4472.371094
	Iteration 35Q: 3 clusters Score -886770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -886771.562500 Penalty: 4472.371094
	Iteration 36Q: 3 clusters Score -886771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -886771.125000 Penalty: 4472.371094
	Iteration 37Q: 3 clusters Score -886771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -886771.125000 Penalty: 4472.371094
	Iteration 38F: 3 clusters Score -886771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -671547.437500 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -671547.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -665946.625000 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -665946.6 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -667852.562500 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -667852.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -668619.812500 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -668619.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -669394.375000 Penalty: 4376.602539
	Iteration 3F: 3 clusters Score -669394.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -670239.375000 Penalty: 4376.602539
	Iteration 4F: 3 clusters Score -670239.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -671152.375000 Penalty: 4376.602539
	Iteration 5F: 3 clusters Score -671152.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -672335.812500 Penalty: 4376.602539
	Iteration 6F: 3 clusters Score -672335.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -673220.000000 Penalty: 4376.602539
	Iteration 7F: 3 clusters Score -673220 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -673639.937500 Penalty: 4376.602539
	Iteration 8F: 3 clusters Score -673639.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -673967.312500 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -673967.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -674236.312500 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -674236.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -674447.500000 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -674447.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -674582.375000 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -674582.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -674736.750000 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -674736.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -674842.000000 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -674842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -675015.250000 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -675015.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -675271.250000 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -675271.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -675436.187500 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -675436.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -675549.125000 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -675549.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -675596.062500 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -675596.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -675638.875000 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -675638.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -675673.500000 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -675673.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -675691.937500 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -675691.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -675707.500000 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -675707.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -675718.312500 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -675718.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -675723.875000 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -675723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -675726.562500 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -675726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -675726.562500 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -675726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -675725.812500 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -675725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -675727.937500 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -675727.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -675727.937500 Penalty: 4376.602539
	Iteration 30F: 3 clusters Score -675727.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 21608 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 29378 members 
Mstep: Class 15 contains 11596 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 65631 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Entering Unmasked Estep 
Score: -139132656.000000 Penalty: 132609.234375
Splitting cluster 6 changes total score from -139127792.000000 to -139132656.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (14589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Entering Unmasked Estep 
Score: -1505446.750000 Penalty: 2377.829834
	Iteration 0F: 2 clusters Score -1505447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1494865.625000 Penalty: 4755.659668
	Iteration 0F: 3 clusters Score -1494866 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1498291.875000 Penalty: 4755.659668
	Iteration 1F: 3 clusters Score -1498292 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1498806.125000 Penalty: 4755.659668
	Iteration 2F: 3 clusters Score -1498806 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1499345.000000 Penalty: 4755.659668
	Iteration 3F: 3 clusters Score -1499345 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1499908.125000 Penalty: 4755.659668
	Iteration 4F: 3 clusters Score -1499908 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1500548.875000 Penalty: 4755.659668
	Iteration 5F: 3 clusters Score -1500549 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1501264.125000 Penalty: 4755.659668
	Iteration 6F: 3 clusters Score -1501264 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1501985.125000 Penalty: 4755.659668
	Iteration 7F: 3 clusters Score -1501985 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1502630.750000 Penalty: 4755.659668
	Iteration 8F: 3 clusters Score -1502631 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1503204.750000 Penalty: 4755.659668
	Iteration 9Q: 3 clusters Score -1503205 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1503661.000000 Penalty: 4755.659668
	Iteration 10Q: 3 clusters Score -1503661 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1503991.000000 Penalty: 4755.659668
	Iteration 11Q: 3 clusters Score -1503991 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1504203.625000 Penalty: 4755.659668
	Iteration 12Q: 3 clusters Score -1504204 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1504392.750000 Penalty: 4755.659668
	Iteration 13Q: 3 clusters Score -1504393 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1504560.500000 Penalty: 4755.659668
	Iteration 14Q: 3 clusters Score -1504560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1504685.625000 Penalty: 4755.659668
	Iteration 15Q: 3 clusters Score -1504686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1504793.000000 Penalty: 4755.659668
	Iteration 16Q: 3 clusters Score -1504793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1504875.250000 Penalty: 4755.659668
	Iteration 17Q: 3 clusters Score -1504875 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1504932.375000 Penalty: 4755.659668
	Iteration 18Q: 3 clusters Score -1504932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1504981.125000 Penalty: 4755.659668
	Iteration 19Q: 3 clusters Score -1504981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1505012.625000 Penalty: 4755.659668
	Iteration 20F: 3 clusters Score -1505013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1505035.500000 Penalty: 4755.659668
	Iteration 21Q: 3 clusters Score -1505036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1505067.125000 Penalty: 4755.659668
	Iteration 22Q: 3 clusters Score -1505067 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1505094.500000 Penalty: 4755.659668
	Iteration 23Q: 3 clusters Score -1505094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1505123.750000 Penalty: 4755.659668
	Iteration 24Q: 3 clusters Score -1505124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1505151.875000 Penalty: 4755.659668
	Iteration 25Q: 3 clusters Score -1505152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1505167.750000 Penalty: 4755.659668
	Iteration 26Q: 3 clusters Score -1505168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1505187.250000 Penalty: 4755.659668
	Iteration 27Q: 3 clusters Score -1505187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1505202.250000 Penalty: 4755.659668
	Iteration 28Q: 3 clusters Score -1505202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1505205.250000 Penalty: 4755.659668
	Iteration 29Q: 3 clusters Score -1505205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1505213.250000 Penalty: 4755.659668
	Iteration 30Q: 3 clusters Score -1505213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1505218.500000 Penalty: 4755.659668
	Iteration 31Q: 3 clusters Score -1505218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1505225.000000 Penalty: 4755.659668
	Iteration 32Q: 3 clusters Score -1505225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1505226.375000 Penalty: 4755.659668
	Iteration 33Q: 3 clusters Score -1505226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1505229.125000 Penalty: 4755.659668
	Iteration 34Q: 3 clusters Score -1505229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1505231.250000 Penalty: 4755.659668
	Iteration 35Q: 3 clusters Score -1505231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1505232.375000 Penalty: 4755.659668
	Iteration 36Q: 3 clusters Score -1505232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1505233.875000 Penalty: 4755.659668
	Iteration 37Q: 3 clusters Score -1505234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1505238.875000 Penalty: 4755.659668
	Iteration 38Q: 3 clusters Score -1505239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1505236.125000 Penalty: 4755.659668
	Iteration 39Q: 3 clusters Score -1505236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1505238.750000 Penalty: 4755.659668
	Iteration 40F: 3 clusters Score -1505239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1505240.750000 Penalty: 4755.659668
	Iteration 41Q: 3 clusters Score -1505241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1505249.750000 Penalty: 4755.659668
	Iteration 42Q: 3 clusters Score -1505250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1505255.875000 Penalty: 4755.659668
	Iteration 43Q: 3 clusters Score -1505256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1505261.750000 Penalty: 4755.659668
	Iteration 44Q: 3 clusters Score -1505262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1505262.375000 Penalty: 4755.659668
	Iteration 45Q: 3 clusters Score -1505262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1505262.750000 Penalty: 4755.659668
	Iteration 46Q: 3 clusters Score -1505263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1505265.500000 Penalty: 4755.659668
	Iteration 47Q: 3 clusters Score -1505266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1505264.125000 Penalty: 4755.659668
	Iteration 48Q: 3 clusters Score -1505264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1505266.875000 Penalty: 4755.659668
	Iteration 49Q: 3 clusters Score -1505267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1505266.500000 Penalty: 4755.659668
	Iteration 50Q: 3 clusters Score -1505266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1505268.125000 Penalty: 4755.659668
	Iteration 51Q: 3 clusters Score -1505268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1505271.500000 Penalty: 4755.659668
	Iteration 52Q: 3 clusters Score -1505272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1505271.750000 Penalty: 4755.659668
	Iteration 53Q: 3 clusters Score -1505272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1505271.875000 Penalty: 4755.659668
	Iteration 54Q: 3 clusters Score -1505272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1505271.750000 Penalty: 4755.659668
	Iteration 55Q: 3 clusters Score -1505272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1505271.750000 Penalty: 4755.659668
	Iteration 56F: 3 clusters Score -1505272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Entering Unmasked Estep 
Score: -1660643.125000 Penalty: 2407.166260
	Iteration 0F: 2 clusters Score -1660643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1648883.125000 Penalty: 4814.332520
	Iteration 0F: 3 clusters Score -1648883 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1653278.750000 Penalty: 4814.332520
	Iteration 1F: 3 clusters Score -1653279 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1654290.875000 Penalty: 4814.332520
	Iteration 2F: 3 clusters Score -1654291 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1655302.375000 Penalty: 4814.332520
	Iteration 3F: 3 clusters Score -1655302 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1656439.125000 Penalty: 4814.332520
	Iteration 4F: 3 clusters Score -1656439 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1657460.875000 Penalty: 4814.332520
	Iteration 5F: 3 clusters Score -1657461 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1658161.500000 Penalty: 4814.332520
	Iteration 6F: 3 clusters Score -1658162 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1658651.250000 Penalty: 4814.332520
	Iteration 7Q: 3 clusters Score -1658651 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1659011.000000 Penalty: 4814.332520
	Iteration 8Q: 3 clusters Score -1659011 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1659303.500000 Penalty: 4814.332520
	Iteration 9Q: 3 clusters Score -1659304 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1659527.375000 Penalty: 4814.332520
	Iteration 10Q: 3 clusters Score -1659527 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1659707.000000 Penalty: 4814.332520
	Iteration 11Q: 3 clusters Score -1659707 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1659845.250000 Penalty: 4814.332520
	Iteration 12Q: 3 clusters Score -1659845 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1659949.750000 Penalty: 4814.332520
	Iteration 13Q: 3 clusters Score -1659950 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1660012.875000 Penalty: 4814.332520
	Iteration 14Q: 3 clusters Score -1660013 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1660056.875000 Penalty: 4814.332520
	Iteration 15Q: 3 clusters Score -1660057 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1660098.500000 Penalty: 4814.332520
	Iteration 16Q: 3 clusters Score -1660098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1660122.125000 Penalty: 4814.332520
	Iteration 17Q: 3 clusters Score -1660122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1660140.125000 Penalty: 4814.332520
	Iteration 18Q: 3 clusters Score -1660140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1660151.625000 Penalty: 4814.332520
	Iteration 19Q: 3 clusters Score -1660152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1660163.125000 Penalty: 4814.332520
	Iteration 20F: 3 clusters Score -1660163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1660174.875000 Penalty: 4814.332520
	Iteration 21Q: 3 clusters Score -1660175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1660186.000000 Penalty: 4814.332520
	Iteration 22Q: 3 clusters Score -1660186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1660192.625000 Penalty: 4814.332520
	Iteration 23Q: 3 clusters Score -1660193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1660200.750000 Penalty: 4814.332520
	Iteration 24Q: 3 clusters Score -1660201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1660205.875000 Penalty: 4814.332520
	Iteration 25Q: 3 clusters Score -1660206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1660207.875000 Penalty: 4814.332520
	Iteration 26Q: 3 clusters Score -1660208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1660218.875000 Penalty: 4814.332520
	Iteration 27Q: 3 clusters Score -1660219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1660221.625000 Penalty: 4814.332520
	Iteration 28Q: 3 clusters Score -1660222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1660230.875000 Penalty: 4814.332520
	Iteration 29Q: 3 clusters Score -1660231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1660242.500000 Penalty: 4814.332520
	Iteration 30Q: 3 clusters Score -1660242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1660245.750000 Penalty: 4814.332520
	Iteration 31Q: 3 clusters Score -1660246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1660250.500000 Penalty: 4814.332520
	Iteration 32Q: 3 clusters Score -1660250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1660255.375000 Penalty: 4814.332520
	Iteration 33Q: 3 clusters Score -1660255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1660260.375000 Penalty: 4814.332520
	Iteration 34Q: 3 clusters Score -1660260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1660268.625000 Penalty: 4814.332520
	Iteration 35Q: 3 clusters Score -1660269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1660277.500000 Penalty: 4814.332520
	Iteration 36Q: 3 clusters Score -1660278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1660290.625000 Penalty: 4814.332520
	Iteration 37Q: 3 clusters Score -1660291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1660299.625000 Penalty: 4814.332520
	Iteration 38Q: 3 clusters Score -1660300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1660302.750000 Penalty: 4814.332520
	Iteration 39Q: 3 clusters Score -1660303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1660304.250000 Penalty: 4814.332520
	Iteration 40F: 3 clusters Score -1660304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1660306.625000 Penalty: 4814.332520
	Iteration 41Q: 3 clusters Score -1660307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1660306.000000 Penalty: 4814.332520
	Iteration 42Q: 3 clusters Score -1660306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1660311.000000 Penalty: 4814.332520
	Iteration 43Q: 3 clusters Score -1660311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1660311.875000 Penalty: 4814.332520
	Iteration 44Q: 3 clusters Score -1660312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1660312.125000 Penalty: 4814.332520
	Iteration 45Q: 3 clusters Score -1660312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1660311.000000 Penalty: 4814.332520
	Iteration 46Q: 3 clusters Score -1660311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1660313.625000 Penalty: 4814.332520
	Iteration 47Q: 3 clusters Score -1660314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1660320.500000 Penalty: 4814.332520
	Iteration 48Q: 3 clusters Score -1660320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1660320.625000 Penalty: 4814.332520
	Iteration 49Q: 3 clusters Score -1660321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1660320.750000 Penalty: 4814.332520
	Iteration 50Q: 3 clusters Score -1660321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1660325.750000 Penalty: 4814.332520
	Iteration 51Q: 3 clusters Score -1660326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1660326.125000 Penalty: 4814.332520
	Iteration 52Q: 3 clusters Score -1660326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1660328.875000 Penalty: 4814.332520
	Iteration 53Q: 3 clusters Score -1660329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1660331.875000 Penalty: 4814.332520
	Iteration 54Q: 3 clusters Score -1660332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1660334.375000 Penalty: 4814.332520
	Iteration 55Q: 3 clusters Score -1660334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1660335.375000 Penalty: 4814.332520
	Iteration 56Q: 3 clusters Score -1660335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1660336.875000 Penalty: 4814.332520
	Iteration 57Q: 3 clusters Score -1660337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1660339.375000 Penalty: 4814.332520
	Iteration 58Q: 3 clusters Score -1660339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1660339.250000 Penalty: 4814.332520
	Iteration 59Q: 3 clusters Score -1660339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1660339.375000 Penalty: 4814.332520
	Iteration 60F: 3 clusters Score -1660339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1660337.875000 Penalty: 4814.332520
	Iteration 61Q: 3 clusters Score -1660338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1660342.625000 Penalty: 4814.332520
	Iteration 62Q: 3 clusters Score -1660343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1660344.000000 Penalty: 4814.332520
	Iteration 63Q: 3 clusters Score -1660344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1660341.750000 Penalty: 4814.332520
	Iteration 64Q: 3 clusters Score -1660342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1660342.250000 Penalty: 4814.332520
	Iteration 65Q: 3 clusters Score -1660342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1660344.500000 Penalty: 4814.332520
	Iteration 66Q: 3 clusters Score -1660344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1660347.000000 Penalty: 4814.332520
	Iteration 67Q: 3 clusters Score -1660347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1660344.625000 Penalty: 4814.332520
	Iteration 68Q: 3 clusters Score -1660345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1660349.375000 Penalty: 4814.332520
	Iteration 69Q: 3 clusters Score -1660349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1660347.500000 Penalty: 4814.332520
	Iteration 70Q: 3 clusters Score -1660348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1660349.500000 Penalty: 4814.332520
	Iteration 71Q: 3 clusters Score -1660350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1660347.875000 Penalty: 4814.332520
	Iteration 72Q: 3 clusters Score -1660348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1660346.250000 Penalty: 4814.332520
	Iteration 73Q: 3 clusters Score -1660346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1660347.750000 Penalty: 4814.332520
	Iteration 74Q: 3 clusters Score -1660348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1660347.750000 Penalty: 4814.332520
	Iteration 75F: 3 clusters Score -1660348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (145951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145951 members 
Entering Unmasked Estep 
Score: -16379838.000000 Penalty: 2948.974609
	Iteration 0F: 2 clusters Score -1.637984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -16281798.000000 Penalty: 5897.949219
	Iteration 0F: 3 clusters Score -1.62818e+07 nChanged 69752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
Score: -16322719.000000 Penalty: 5897.949219
	Iteration 1F: 3 clusters Score -1.632272e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -16323972.000000 Penalty: 5897.949219
	Iteration 2Q: 3 clusters Score -1.632397e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -16325837.000000 Penalty: 5897.949219
	Iteration 3Q: 3 clusters Score -1.632584e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -16328484.000000 Penalty: 5897.949219
	Iteration 4Q: 3 clusters Score -1.632848e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -16332417.000000 Penalty: 5897.949219
	Iteration 5F: 3 clusters Score -1.633242e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 93422 members 
Entering Unmasked Estep 
Score: -16338274.000000 Penalty: 5897.949219
	Iteration 6F: 3 clusters Score -1.633827e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 101433 members 
Entering Unmasked Estep 
Score: -16346033.000000 Penalty: 5897.949219
	Iteration 7F: 3 clusters Score -1.634603e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -16354112.000000 Penalty: 5897.949219
	Iteration 8F: 3 clusters Score -1.635411e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 115583 members 
Entering Unmasked Estep 
Score: -16361081.000000 Penalty: 5897.949219
	Iteration 9F: 3 clusters Score -1.636108e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 119888 members 
Entering Unmasked Estep 
Score: -16366815.000000 Penalty: 5897.949219
	Iteration 10Q: 3 clusters Score -1.636682e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 122739 members 
Entering Unmasked Estep 
Score: -16370541.000000 Penalty: 5897.949219
	Iteration 11Q: 3 clusters Score -1.637054e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 124729 members 
Entering Unmasked Estep 
Score: -16372653.000000 Penalty: 5897.949219
	Iteration 12Q: 3 clusters Score -1.637265e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 126338 members 
Entering Unmasked Estep 
Score: -16373916.000000 Penalty: 5897.949219
	Iteration 13Q: 3 clusters Score -1.637392e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 127678 members 
Entering Unmasked Estep 
Score: -16374642.000000 Penalty: 5897.949219
	Iteration 14Q: 3 clusters Score -1.637464e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 128775 members 
Entering Unmasked Estep 
Score: -16375119.000000 Penalty: 5897.949219
	Iteration 15Q: 3 clusters Score -1.637512e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 129709 members 
Entering Unmasked Estep 
Score: -16375475.000000 Penalty: 5897.949219
	Iteration 16Q: 3 clusters Score -1.637548e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 130572 members 
Entering Unmasked Estep 
Score: -16375752.000000 Penalty: 5897.949219
	Iteration 17Q: 3 clusters Score -1.637575e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 131309 members 
Entering Unmasked Estep 
Score: -16376009.000000 Penalty: 5897.949219
	Iteration 18Q: 3 clusters Score -1.637601e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 131957 members 
Entering Unmasked Estep 
Score: -16376198.000000 Penalty: 5897.949219
	Iteration 19Q: 3 clusters Score -1.63762e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 132563 members 
Entering Unmasked Estep 
Score: -16376443.000000 Penalty: 5897.949219
	Iteration 20F: 3 clusters Score -1.637644e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 133122 members 
Entering Unmasked Estep 
Score: -16376545.000000 Penalty: 5897.949219
	Iteration 21Q: 3 clusters Score -1.637654e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 133607 members 
Entering Unmasked Estep 
Score: -16376712.000000 Penalty: 5897.949219
	Iteration 22Q: 3 clusters Score -1.637671e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 134089 members 
Entering Unmasked Estep 
Score: -16376802.000000 Penalty: 5897.949219
	Iteration 23Q: 3 clusters Score -1.63768e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
Score: -16376900.000000 Penalty: 5897.949219
	Iteration 24Q: 3 clusters Score -1.63769e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -16376958.000000 Penalty: 5897.949219
	Iteration 25Q: 3 clusters Score -1.637696e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 135367 members 
Entering Unmasked Estep 
Score: -16377020.000000 Penalty: 5897.949219
	Iteration 26Q: 3 clusters Score -1.637702e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -16377121.000000 Penalty: 5897.949219
	Iteration 27Q: 3 clusters Score -1.637712e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 136095 members 
Entering Unmasked Estep 
Score: -16377231.000000 Penalty: 5897.949219
	Iteration 28Q: 3 clusters Score -1.637723e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -16377376.000000 Penalty: 5897.949219
	Iteration 29Q: 3 clusters Score -1.637738e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 136755 members 
Entering Unmasked Estep 
Score: -16377361.000000 Penalty: 5897.949219
	Iteration 30Q: 3 clusters Score -1.637736e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 137052 members 
Entering Unmasked Estep 
Score: -16377440.000000 Penalty: 5897.949219
	Iteration 31Q: 3 clusters Score -1.637744e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 137332 members 
Entering Unmasked Estep 
Score: -16377457.000000 Penalty: 5897.949219
	Iteration 32Q: 3 clusters Score -1.637746e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 137597 members 
Entering Unmasked Estep 
Score: -16377490.000000 Penalty: 5897.949219
	Iteration 33Q: 3 clusters Score -1.637749e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 137840 members 
Entering Unmasked Estep 
Score: -16377555.000000 Penalty: 5897.949219
	Iteration 34Q: 3 clusters Score -1.637756e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 138072 members 
Entering Unmasked Estep 
Score: -16377606.000000 Penalty: 5897.949219
	Iteration 35Q: 3 clusters Score -1.637761e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 138338 members 
Entering Unmasked Estep 
Score: -16377753.000000 Penalty: 5897.949219
	Iteration 36Q: 3 clusters Score -1.637775e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 138596 members 
Entering Unmasked Estep 
Score: -16377804.000000 Penalty: 5897.949219
	Iteration 37Q: 3 clusters Score -1.63778e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 138841 members 
Entering Unmasked Estep 
Score: -16377930.000000 Penalty: 5897.949219
	Iteration 38Q: 3 clusters Score -1.637793e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -16378039.000000 Penalty: 5897.949219
	Iteration 39Q: 3 clusters Score -1.637804e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 139340 members 
Entering Unmasked Estep 
Score: -16378283.000000 Penalty: 5897.949219
	Iteration 40F: 3 clusters Score -1.637828e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -16378473.000000 Penalty: 5897.949219
	Iteration 41Q: 3 clusters Score -1.637847e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 139866 members 
Entering Unmasked Estep 
Score: -16378788.000000 Penalty: 5897.949219
	Iteration 42Q: 3 clusters Score -1.637879e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -16379025.000000 Penalty: 5897.949219
	Iteration 43Q: 3 clusters Score -1.637902e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 140314 members 
Entering Unmasked Estep 
Score: -16379166.000000 Penalty: 5897.949219
	Iteration 44Q: 3 clusters Score -1.637917e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 140486 members 
Entering Unmasked Estep 
Score: -16379245.000000 Penalty: 5897.949219
	Iteration 45Q: 3 clusters Score -1.637924e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 140615 members 
Entering Unmasked Estep 
Score: -16379262.000000 Penalty: 5897.949219
	Iteration 46Q: 3 clusters Score -1.637926e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 140711 members 
Entering Unmasked Estep 
Score: -16379282.000000 Penalty: 5897.949219
	Iteration 47Q: 3 clusters Score -1.637928e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 140773 members 
Entering Unmasked Estep 
Score: -16379296.000000 Penalty: 5897.949219
	Iteration 48Q: 3 clusters Score -1.63793e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 140826 members 
Entering Unmasked Estep 
Score: -16379314.000000 Penalty: 5897.949219
	Iteration 49Q: 3 clusters Score -1.637931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 140863 members 
Entering Unmasked Estep 
Score: -16379289.000000 Penalty: 5897.949219
	Iteration 50Q: 3 clusters Score -1.637929e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 140889 members 
Entering Unmasked Estep 
Score: -16379307.000000 Penalty: 5897.949219
	Iteration 51Q: 3 clusters Score -1.637931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 140907 members 
Entering Unmasked Estep 
Score: -16379312.000000 Penalty: 5897.949219
	Iteration 52Q: 3 clusters Score -1.637931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 140915 members 
Entering Unmasked Estep 
Score: -16379312.000000 Penalty: 5897.949219
	Iteration 53Q: 3 clusters Score -1.637931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -16379311.000000 Penalty: 5897.949219
	Iteration 54Q: 3 clusters Score -1.637931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 140932 members 
Entering Unmasked Estep 
Score: -16379317.000000 Penalty: 5897.949219
	Iteration 55Q: 3 clusters Score -1.637932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 140936 members 
Entering Unmasked Estep 
Score: -16379318.000000 Penalty: 5897.949219
	Iteration 56Q: 3 clusters Score -1.637932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 140939 members 
Entering Unmasked Estep 
Score: -16379314.000000 Penalty: 5897.949219
	Iteration 57Q: 3 clusters Score -1.637931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -16379320.000000 Penalty: 5897.949219
	Iteration 58Q: 3 clusters Score -1.637932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -16379329.000000 Penalty: 5897.949219
	Iteration 59Q: 3 clusters Score -1.637933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 140948 members 
Entering Unmasked Estep 
Score: -16379324.000000 Penalty: 5897.949219
	Iteration 60F: 3 clusters Score -1.637932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 140953 members 
Entering Unmasked Estep 
Score: -16379323.000000 Penalty: 5897.949219
	Iteration 61Q: 3 clusters Score -1.637932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 140955 members 
Entering Unmasked Estep 
Score: -16379333.000000 Penalty: 5897.949219
	Iteration 62Q: 3 clusters Score -1.637933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 140959 members 
Entering Unmasked Estep 
Score: -16379335.000000 Penalty: 5897.949219
	Iteration 63Q: 3 clusters Score -1.637934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 140960 members 
Entering Unmasked Estep 
Score: -16379338.000000 Penalty: 5897.949219
	Iteration 64Q: 3 clusters Score -1.637934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -16379327.000000 Penalty: 5897.949219
	Iteration 65Q: 3 clusters Score -1.637933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -16379331.000000 Penalty: 5897.949219
	Iteration 66Q: 3 clusters Score -1.637933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -16379331.000000 Penalty: 5897.949219
	Iteration 67F: 3 clusters Score -1.637933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Entering Unmasked Estep 
Score: -2395559.500000 Penalty: 2475.243164
	Iteration 0F: 2 clusters Score -2395560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2380607.000000 Penalty: 4950.486328
	Iteration 0F: 3 clusters Score -2380607 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2386531.500000 Penalty: 4950.486328
	Iteration 1F: 3 clusters Score -2386532 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2388072.250000 Penalty: 4950.486328
	Iteration 2F: 3 clusters Score -2388072 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2389569.750000 Penalty: 4950.486328
	Iteration 3F: 3 clusters Score -2389570 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2390910.750000 Penalty: 4950.486328
	Iteration 4F: 3 clusters Score -2390911 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2392246.750000 Penalty: 4950.486328
	Iteration 5F: 3 clusters Score -2392247 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2393596.750000 Penalty: 4950.486328
	Iteration 6F: 3 clusters Score -2393597 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2394557.750000 Penalty: 4950.486328
	Iteration 7Q: 3 clusters Score -2394558 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2395250.250000 Penalty: 4950.486328
	Iteration 8Q: 3 clusters Score -2395250 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2395962.250000 Penalty: 4950.486328
	Iteration 9Q: 3 clusters Score -2395962 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2396925.000000 Penalty: 4950.486328
	Iteration 10Q: 3 clusters Score -2396925 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2397836.500000 Penalty: 4950.486328
	Iteration 11Q: 3 clusters Score -2397836 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2398402.000000 Penalty: 4950.486328
	Iteration 12Q: 3 clusters Score -2398402 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2398958.500000 Penalty: 4950.486328
	Iteration 13Q: 3 clusters Score -2398958 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2399661.750000 Penalty: 4950.486328
	Iteration 14Q: 3 clusters Score -2399662 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2400095.250000 Penalty: 4950.486328
	Iteration 15Q: 3 clusters Score -2400095 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2400243.250000 Penalty: 4950.486328
	Iteration 16Q: 3 clusters Score -2400243 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2400272.750000 Penalty: 4950.486328
	Iteration 17Q: 3 clusters Score -2400273 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2400281.250000 Penalty: 4950.486328
	Iteration 18Q: 3 clusters Score -2400281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2400284.750000 Penalty: 4950.486328
	Iteration 19Q: 3 clusters Score -2400285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2400287.250000 Penalty: 4950.486328
	Iteration 20F: 3 clusters Score -2400287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2400291.000000 Penalty: 4950.486328
	Iteration 21Q: 3 clusters Score -2400291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2400291.250000 Penalty: 4950.486328
	Iteration 22Q: 3 clusters Score -2400291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2400297.500000 Penalty: 4950.486328
	Iteration 23Q: 3 clusters Score -2400298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2400292.750000 Penalty: 4950.486328
	Iteration 24Q: 3 clusters Score -2400293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2400295.000000 Penalty: 4950.486328
	Iteration 25Q: 3 clusters Score -2400295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2400293.000000 Penalty: 4950.486328
	Iteration 26Q: 3 clusters Score -2400293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2400291.750000 Penalty: 4950.486328
	Iteration 27Q: 3 clusters Score -2400292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2400291.750000 Penalty: 4950.486328
	Iteration 28F: 3 clusters Score -2400292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 29378 members 
Mstep: Class 15 contains 11596 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 65631 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Entering Unmasked Estep 
Score: -139135712.000000 Penalty: 136098.953125
Splitting cluster 10 changes total score from -139127792.000000 to -139135712.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 11 (44987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Entering Unmasked Estep 
Score: -5061677.000000 Penalty: 2657.103760
	Iteration 0F: 2 clusters Score -5061677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5031344.000000 Penalty: 5314.207520
	Iteration 0F: 3 clusters Score -5031344 nChanged 20819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -5043114.000000 Penalty: 5314.207520
	Iteration 1F: 3 clusters Score -5043114 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5044075.000000 Penalty: 5314.207520
	Iteration 2Q: 3 clusters Score -5044075 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -5045327.000000 Penalty: 5314.207520
	Iteration 3F: 3 clusters Score -5045327 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -5046835.000000 Penalty: 5314.207520
	Iteration 4F: 3 clusters Score -5046835 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -5048449.000000 Penalty: 5314.207520
	Iteration 5F: 3 clusters Score -5048449 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -5050134.000000 Penalty: 5314.207520
	Iteration 6F: 3 clusters Score -5050134 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5051818.000000 Penalty: 5314.207520
	Iteration 7F: 3 clusters Score -5051818 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -5053336.500000 Penalty: 5314.207520
	Iteration 8F: 3 clusters Score -5053336 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -5054673.500000 Penalty: 5314.207520
	Iteration 9Q: 3 clusters Score -5054674 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -5055927.000000 Penalty: 5314.207520
	Iteration 10Q: 3 clusters Score -5055927 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5057021.500000 Penalty: 5314.207520
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5058299 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5058692 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5059002 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5059260 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5059466 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5059656 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5059780 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5059923 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5060032 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5060143 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5060198 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5060234 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5060274 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5060282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5060296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5060314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -5060326.500000 Penalty: 5314.207520
	Iteration 29Q: 3 clusters Score -5060326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -5060329.500000 Penalty: 5314.207520
	Iteration 30Q: 3 clusters Score -5060330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5060351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5060365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5060386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -5060397.500000 Penalty: 5314.207520
	Iteration 34Q: 3 clusters Score -5060398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5060407.500000 Penalty: 5314.207520
	Iteration 35Q: 3 clusters Score -5060408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5060421.000000 Penalty: 5314.207520
	Iteration 36Q: 3 clusters Score -5060421 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5060428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5060446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5060468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5060476.500000 Penalty: 5314.207520
	Iteration 40F: 3 clusters Score -5060476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5060478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5060472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5060481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5060497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5060492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5060490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5060498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -5060495.500000 Penalty: 5314.207520
	Iteration 48Q: 3 clusters Score -5060496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5060504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5060510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -5060511.500000 Penalty: 5314.207520
	Iteration 51Q: 3 clusters Score -5060512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5060514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -5060520.500000 Penalty: 5314.207520
	Iteration 53Q: 3 clusters Score -5060520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5060513.500000 Penalty: 5314.207520
	Iteration 54Q: 3 clusters Score -5060514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -5060515.000000 Penalty: 5314.207520
	Iteration 55Q: 3 clusters Score -5060515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5060515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5060516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5060512.500000 Penalty: 5314.207520
	Iteration 58Q: 3 clusters Score -5060512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -5060519.500000 Penalty: 5314.207520
	Iteration 59Q: 3 clusters Score -5060520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5060516.000000 Penalty: 5314.207520
	Iteration 60F: 3 clusters Score -5060516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5060528.000000 Penalty: 5314.207520
	Iteration 61Q: 3 clusters Score -5060528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -5060533.000000 Penalty: 5314.207520
	Iteration 62Q: 3 clusters Score -5060533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5060536.000000 Penalty: 5314.207520
	Iteration 63Q: 3 clusters Score -5060536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5060544.500000 Penalty: 5314.207520
	Iteration 64Q: 3 clusters Score -5060544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -5060541.500000 Penalty: 5314.207520
	Iteration 65Q: 3 clusters Score -5060542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -5060543.000000 Penalty: 5314.207520
	Iteration 66Q: 3 clusters Score -5060543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5060537.500000 Penalty: 5314.207520
	Iteration 67Q: 3 clusters Score -5060538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5060554.000000 Penalty: 5314.207520
	Iteration 68Q: 3 clusters Score -5060554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -5060561.500000 Penalty: 5314.207520
	Iteration 69Q: 3 clusters Score -5060562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -5060560.500000 Penalty: 5314.207520
	Iteration 70Q: 3 clusters Score -5060560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5060566.000000 Penalty: 5314.207520
	Iteration 71Q: 3 clusters Score -5060566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -5060578.500000 Penalty: 5314.207520
	Iteration 72Q: 3 clusters Score -5060578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -5060601.500000 Penalty: 5314.207520
	Iteration 73Q: 3 clusters Score -5060602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5060631.500000 Penalty: 5314.207520
	Iteration 74Q: 3 clusters Score -5060632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5060646.500000 Penalty: 5314.207520
	Iteration 75Q: 3 clusters Score -5060646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5060679.000000 Penalty: 5314.207520
	Iteration 76Q: 3 clusters Score -5060679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -5060713.000000 Penalty: 5314.207520
	Iteration 77Q: 3 clusters Score -5060713 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -5060775.000000 Penalty: 5314.207520
	Iteration 78Q: 3 clusters Score -5060775 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -5060869.000000 Penalty: 5314.207520
	Iteration 79Q: 3 clusters Score -5060869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5060950.000000 Penalty: 5314.207520
	Iteration 80F: 3 clusters Score -5060950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -5061006.500000 Penalty: 5314.207520
	Iteration 81Q: 3 clusters Score -5061006 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -5061059.000000 Penalty: 5314.207520
	Iteration 82Q: 3 clusters Score -5061059 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -5061117.500000 Penalty: 5314.207520
	Iteration 83Q: 3 clusters Score -5061118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -5061149.500000 Penalty: 5314.207520
	Iteration 84Q: 3 clusters Score -5061150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5061173.000000 Penalty: 5314.207520
	Iteration 85Q: 3 clusters Score -5061173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -5061200.500000 Penalty: 5314.207520
	Iteration 86Q: 3 clusters Score -5061200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5061221.000000 Penalty: 5314.207520
	Iteration 87Q: 3 clusters Score -5061221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5061246.000000 Penalty: 5314.207520
	Iteration 88Q: 3 clusters Score -5061246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -5061256.000000 Penalty: 5314.207520
	Iteration 89Q: 3 clusters Score -5061256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -5061278.500000 Penalty: 5314.207520
	Iteration 90Q: 3 clusters Score -5061278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -5061293.000000 Penalty: 5314.207520
	Iteration 91Q: 3 clusters Score -5061293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5061301.500000 Penalty: 5314.207520
	Iteration 92Q: 3 clusters Score -5061302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -5061307.500000 Penalty: 5314.207520
	Iteration 93Q: 3 clusters Score -5061308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -5061311.000000 Penalty: 5314.207520
	Iteration 94Q: 3 clusters Score -5061311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5061320.000000 Penalty: 5314.207520
	Iteration 95Q: 3 clusters Score -5061320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -5061323.000000 Penalty: 5314.207520
	Iteration 96Q: 3 clusters Score -5061323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -5061320.500000 Penalty: 5314.207520
	Iteration 97Q: 3 clusters Score -5061320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -5061320.500000 Penalty: 5314.207520
	Iteration 98Q: 3 clusters Score -5061320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5061324.000000 Penalty: 5314.207520
	Iteration 99Q: 3 clusters Score -5061324 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5061326.000000 Penalty: 5314.207520
	Iteration 100F: 3 clusters Score -5061326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -5061324.500000 Penalty: 5314.207520
	Iteration 101Q: 3 clusters Score -5061324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -5061323.500000 Penalty: 5314.207520
	Iteration 102Q: 3 clusters Score -5061324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -5061323.500000 Penalty: 5314.207520
	Iteration 103F: 3 clusters Score -5061324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9773 members 
Entering Unmasked Estep 
Score: -1054614.500000 Penalty: 2278.469971
	Iteration 0F: 2 clusters Score -1054614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1047126.250000 Penalty: 4556.939941
	Iteration 0F: 3 clusters Score -1047126 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1049348.750000 Penalty: 4556.939941
	Iteration 1F: 3 clusters Score -1049349 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1049732.000000 Penalty: 4556.939941
	Iteration 2F: 3 clusters Score -1049732 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1050073.625000 Penalty: 4556.939941
	Iteration 3F: 3 clusters Score -1050074 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1050396.750000 Penalty: 4556.939941
	Iteration 4F: 3 clusters Score -1050397 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1050725.125000 Penalty: 4556.939941
	Iteration 5F: 3 clusters Score -1050725 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1051022.500000 Penalty: 4556.939941
	Iteration 6Q: 3 clusters Score -1051022 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1051306.125000 Penalty: 4556.939941
	Iteration 7Q: 3 clusters Score -1051306 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1051579.750000 Penalty: 4556.939941
	Iteration 8Q: 3 clusters Score -1051580 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1051814.250000 Penalty: 4556.939941
	Iteration 9Q: 3 clusters Score -1051814 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1051995.750000 Penalty: 4556.939941
	Iteration 10Q: 3 clusters Score -1051996 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1052141.125000 Penalty: 4556.939941
	Iteration 11Q: 3 clusters Score -1052141 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1052318.500000 Penalty: 4556.939941
	Iteration 12Q: 3 clusters Score -1052318 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1052463.750000 Penalty: 4556.939941
	Iteration 13Q: 3 clusters Score -1052464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1052592.625000 Penalty: 4556.939941
	Iteration 14Q: 3 clusters Score -1052593 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1052729.625000 Penalty: 4556.939941
	Iteration 15Q: 3 clusters Score -1052730 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1052846.500000 Penalty: 4556.939941
	Iteration 16Q: 3 clusters Score -1052846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1052951.875000 Penalty: 4556.939941
	Iteration 17Q: 3 clusters Score -1052952 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1053037.625000 Penalty: 4556.939941
	Iteration 18Q: 3 clusters Score -1053038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1053092.000000 Penalty: 4556.939941
	Iteration 19Q: 3 clusters Score -1053092 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1053132.250000 Penalty: 4556.939941
	Iteration 20F: 3 clusters Score -1053132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1053165.375000 Penalty: 4556.939941
	Iteration 21Q: 3 clusters Score -1053165 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1053186.875000 Penalty: 4556.939941
	Iteration 22Q: 3 clusters Score -1053187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1053206.875000 Penalty: 4556.939941
	Iteration 23Q: 3 clusters Score -1053207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1053220.000000 Penalty: 4556.939941
	Iteration 24Q: 3 clusters Score -1053220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1053230.000000 Penalty: 4556.939941
	Iteration 25Q: 3 clusters Score -1053230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1053242.250000 Penalty: 4556.939941
	Iteration 26Q: 3 clusters Score -1053242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1053252.000000 Penalty: 4556.939941
	Iteration 27Q: 3 clusters Score -1053252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1053257.250000 Penalty: 4556.939941
	Iteration 28Q: 3 clusters Score -1053257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1053264.125000 Penalty: 4556.939941
	Iteration 29Q: 3 clusters Score -1053264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1053272.375000 Penalty: 4556.939941
	Iteration 30Q: 3 clusters Score -1053272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1053274.000000 Penalty: 4556.939941
	Iteration 31Q: 3 clusters Score -1053274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1053275.875000 Penalty: 4556.939941
	Iteration 32Q: 3 clusters Score -1053276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1053277.750000 Penalty: 4556.939941
	Iteration 33Q: 3 clusters Score -1053278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1053277.000000 Penalty: 4556.939941
	Iteration 34Q: 3 clusters Score -1053277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1053280.125000 Penalty: 4556.939941
	Iteration 35Q: 3 clusters Score -1053280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1053279.875000 Penalty: 4556.939941
	Iteration 36Q: 3 clusters Score -1053280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1053281.250000 Penalty: 4556.939941
	Iteration 37Q: 3 clusters Score -1053281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1053285.625000 Penalty: 4556.939941
	Iteration 38Q: 3 clusters Score -1053286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1053287.125000 Penalty: 4556.939941
	Iteration 39Q: 3 clusters Score -1053287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1053287.500000 Penalty: 4556.939941
	Iteration 40F: 3 clusters Score -1053288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1053287.875000 Penalty: 4556.939941
	Iteration 41Q: 3 clusters Score -1053288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1053288.750000 Penalty: 4556.939941
	Iteration 42Q: 3 clusters Score -1053289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1053289.750000 Penalty: 4556.939941
	Iteration 43Q: 3 clusters Score -1053290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1053289.125000 Penalty: 4556.939941
	Iteration 44Q: 3 clusters Score -1053289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1053291.750000 Penalty: 4556.939941
	Iteration 45Q: 3 clusters Score -1053292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1053291.000000 Penalty: 4556.939941
	Iteration 46Q: 3 clusters Score -1053291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1053292.250000 Penalty: 4556.939941
	Iteration 47Q: 3 clusters Score -1053292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1053291.750000 Penalty: 4556.939941
	Iteration 48Q: 3 clusters Score -1053292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1053291.625000 Penalty: 4556.939941
	Iteration 49Q: 3 clusters Score -1053292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1053291.625000 Penalty: 4556.939941
	Iteration 50F: 3 clusters Score -1053292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (109125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Entering Unmasked Estep 
Score: -12283392.000000 Penalty: 2876.861816
	Iteration 0F: 2 clusters Score -1.228339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -12210199.000000 Penalty: 5753.723633
	Iteration 0F: 3 clusters Score -1.22102e+07 nChanged 51815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -12241094.000000 Penalty: 5753.723633
	Iteration 1F: 3 clusters Score -1.224109e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -12242845.000000 Penalty: 5753.723633
	Iteration 2Q: 3 clusters Score -1.224284e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -12244983.000000 Penalty: 5753.723633
	Iteration 3Q: 3 clusters Score -1.224498e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -12247735.000000 Penalty: 5753.723633
	Iteration 4F: 3 clusters Score -1.224774e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -12251167.000000 Penalty: 5753.723633
	Iteration 5F: 3 clusters Score -1.225117e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -12255054.000000 Penalty: 5753.723633
	Iteration 6F: 3 clusters Score -1.225505e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -12258952.000000 Penalty: 5753.723633
	Iteration 7F: 3 clusters Score -1.225895e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -12262826.000000 Penalty: 5753.723633
	Iteration 8F: 3 clusters Score -1.226283e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -12266708.000000 Penalty: 5753.723633
	Iteration 9F: 3 clusters Score -1.226671e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -12270279.000000 Penalty: 5753.723633
	Iteration 10Q: 3 clusters Score -1.227028e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97893 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -12273297.000000 Penalty: 5753.723633
	Iteration 11Q: 3 clusters Score -1.22733e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -12275656.000000 Penalty: 5753.723633
	Iteration 12Q: 3 clusters Score -1.227566e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -12277343.000000 Penalty: 5753.723633
	Iteration 13Q: 3 clusters Score -1.227734e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -12278717.000000 Penalty: 5753.723633
	Iteration 14Q: 3 clusters Score -1.227872e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106163 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -12279629.000000 Penalty: 5753.723633
	Iteration 15Q: 3 clusters Score -1.227963e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -12280241.000000 Penalty: 5753.723633
	Iteration 16Q: 3 clusters Score -1.228024e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12280622.000000 Penalty: 5753.723633
	Iteration 17Q: 3 clusters Score -1.228062e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -12280876.000000 Penalty: 5753.723633
	Iteration 18Q: 3 clusters Score -1.228088e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12281059.000000 Penalty: 5753.723633
	Iteration 19Q: 3 clusters Score -1.228106e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12281170.000000 Penalty: 5753.723633
	Iteration 20F: 3 clusters Score -1.228117e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12281256.000000 Penalty: 5753.723633
	Iteration 21Q: 3 clusters Score -1.228126e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12281332.000000 Penalty: 5753.723633
	Iteration 22Q: 3 clusters Score -1.228133e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12281398.000000 Penalty: 5753.723633
	Iteration 23Q: 3 clusters Score -1.22814e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12281460.000000 Penalty: 5753.723633
	Iteration 24Q: 3 clusters Score -1.228146e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12281519.000000 Penalty: 5753.723633
	Iteration 25Q: 3 clusters Score -1.228152e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108287 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12281584.000000 Penalty: 5753.723633
	Iteration 26Q: 3 clusters Score -1.228158e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108284 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12281621.000000 Penalty: 5753.723633
	Iteration 27Q: 3 clusters Score -1.228162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108280 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12281635.000000 Penalty: 5753.723633
	Iteration 28Q: 3 clusters Score -1.228164e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -12281646.000000 Penalty: 5753.723633
	Iteration 29Q: 3 clusters Score -1.228165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12281675.000000 Penalty: 5753.723633
	Iteration 30Q: 3 clusters Score -1.228168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108266 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12281683.000000 Penalty: 5753.723633
	Iteration 31Q: 3 clusters Score -1.228168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12281687.000000 Penalty: 5753.723633
	Iteration 32Q: 3 clusters Score -1.228169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12281681.000000 Penalty: 5753.723633
	Iteration 33Q: 3 clusters Score -1.228168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12281676.000000 Penalty: 5753.723633
	Iteration 34Q: 3 clusters Score -1.228168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108260 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12281677.000000 Penalty: 5753.723633
	Iteration 35Q: 3 clusters Score -1.228168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108257 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12281684.000000 Penalty: 5753.723633
	Iteration 36Q: 3 clusters Score -1.228168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12281682.000000 Penalty: 5753.723633
	Iteration 37Q: 3 clusters Score -1.228168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108257 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12281692.000000 Penalty: 5753.723633
	Iteration 38Q: 3 clusters Score -1.228169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108257 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12281695.000000 Penalty: 5753.723633
	Iteration 39Q: 3 clusters Score -1.22817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108257 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12281695.000000 Penalty: 5753.723633
	Iteration 40F: 3 clusters Score -1.22817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Entering Unmasked Estep 
Score: -3046653.500000 Penalty: 2551.424316
	Iteration 0F: 2 clusters Score -3046654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3026500.000000 Penalty: 5102.848633
	Iteration 0F: 3 clusters Score -3026500 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3034398.750000 Penalty: 5102.848633
	Iteration 1F: 3 clusters Score -3034399 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3035531.750000 Penalty: 5102.848633
	Iteration 2F: 3 clusters Score -3035532 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3036931.250000 Penalty: 5102.848633
	Iteration 3F: 3 clusters Score -3036931 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3038511.250000 Penalty: 5102.848633
	Iteration 4F: 3 clusters Score -3038511 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3040051.500000 Penalty: 5102.848633
	Iteration 5F: 3 clusters Score -3040052 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3041361.000000 Penalty: 5102.848633
	Iteration 6F: 3 clusters Score -3041361 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3042583.250000 Penalty: 5102.848633
	Iteration 7F: 3 clusters Score -3042583 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3043576.750000 Penalty: 5102.848633
	Iteration 8F: 3 clusters Score -3043577 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3044304.750000 Penalty: 5102.848633
	Iteration 9Q: 3 clusters Score -3044305 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3044814.750000 Penalty: 5102.848633
	Iteration 10Q: 3 clusters Score -3044815 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3045157.500000 Penalty: 5102.848633
	Iteration 11Q: 3 clusters Score -3045158 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3045418.500000 Penalty: 5102.848633
	Iteration 12Q: 3 clusters Score -3045418 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3045583.500000 Penalty: 5102.848633
	Iteration 13Q: 3 clusters Score -3045584 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3045694.750000 Penalty: 5102.848633
	Iteration 14Q: 3 clusters Score -3045695 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3045806.500000 Penalty: 5102.848633
	Iteration 15Q: 3 clusters Score -3045806 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3045929.000000 Penalty: 5102.848633
	Iteration 16Q: 3 clusters Score -3045929 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3046051.250000 Penalty: 5102.848633
	Iteration 17Q: 3 clusters Score -3046051 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3046167.000000 Penalty: 5102.848633
	Iteration 18Q: 3 clusters Score -3046167 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3046287.250000 Penalty: 5102.848633
	Iteration 19Q: 3 clusters Score -3046287 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3046392.250000 Penalty: 5102.848633
	Iteration 20F: 3 clusters Score -3046392 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3046493.000000 Penalty: 5102.848633
	Iteration 21Q: 3 clusters Score -3046493 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3046599.750000 Penalty: 5102.848633
	Iteration 22Q: 3 clusters Score -3046600 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3046689.750000 Penalty: 5102.848633
	Iteration 23Q: 3 clusters Score -3046690 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3046759.250000 Penalty: 5102.848633
	Iteration 24Q: 3 clusters Score -3046759 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3046804.000000 Penalty: 5102.848633
	Iteration 25Q: 3 clusters Score -3046804 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3046863.250000 Penalty: 5102.848633
	Iteration 26Q: 3 clusters Score -3046863 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3046885.750000 Penalty: 5102.848633
	Iteration 27Q: 3 clusters Score -3046886 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3046924.000000 Penalty: 5102.848633
	Iteration 28Q: 3 clusters Score -3046924 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3046953.750000 Penalty: 5102.848633
	Iteration 29Q: 3 clusters Score -3046954 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3046984.000000 Penalty: 5102.848633
	Iteration 30Q: 3 clusters Score -3046984 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3047025.250000 Penalty: 5102.848633
	Iteration 31Q: 3 clusters Score -3047025 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3047062.750000 Penalty: 5102.848633
	Iteration 32Q: 3 clusters Score -3047063 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3047107.500000 Penalty: 5102.848633
	Iteration 33Q: 3 clusters Score -3047108 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3047140.500000 Penalty: 5102.848633
	Iteration 34Q: 3 clusters Score -3047140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3047162.000000 Penalty: 5102.848633
	Iteration 35Q: 3 clusters Score -3047162 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3047190.000000 Penalty: 5102.848633
	Iteration 36Q: 3 clusters Score -3047190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3047215.500000 Penalty: 5102.848633
	Iteration 37Q: 3 clusters Score -3047216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3047236.500000 Penalty: 5102.848633
	Iteration 38Q: 3 clusters Score -3047236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3047256.250000 Penalty: 5102.848633
	Iteration 39Q: 3 clusters Score -3047256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3047271.250000 Penalty: 5102.848633
	Iteration 40F: 3 clusters Score -3047271 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3047283.000000 Penalty: 5102.848633
	Iteration 41Q: 3 clusters Score -3047283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3047298.500000 Penalty: 5102.848633
	Iteration 42Q: 3 clusters Score -3047298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3047299.000000 Penalty: 5102.848633
	Iteration 43Q: 3 clusters Score -3047299 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3047310.250000 Penalty: 5102.848633
	Iteration 44Q: 3 clusters Score -3047310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3047327.500000 Penalty: 5102.848633
	Iteration 45Q: 3 clusters Score -3047328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3047348.750000 Penalty: 5102.848633
	Iteration 46Q: 3 clusters Score -3047349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3047371.250000 Penalty: 5102.848633
	Iteration 47Q: 3 clusters Score -3047371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3047371.750000 Penalty: 5102.848633
	Iteration 48Q: 3 clusters Score -3047372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3047372.750000 Penalty: 5102.848633
	Iteration 49Q: 3 clusters Score -3047373 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3047392.750000 Penalty: 5102.848633
	Iteration 50Q: 3 clusters Score -3047393 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3047409.250000 Penalty: 5102.848633
	Iteration 51Q: 3 clusters Score -3047409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3047428.750000 Penalty: 5102.848633
	Iteration 52Q: 3 clusters Score -3047429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3047435.750000 Penalty: 5102.848633
	Iteration 53Q: 3 clusters Score -3047436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3047464.750000 Penalty: 5102.848633
	Iteration 54Q: 3 clusters Score -3047465 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3047474.500000 Penalty: 5102.848633
	Iteration 55Q: 3 clusters Score -3047474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3047495.500000 Penalty: 5102.848633
	Iteration 56Q: 3 clusters Score -3047496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3047515.250000 Penalty: 5102.848633
	Iteration 57Q: 3 clusters Score -3047515 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3047541.750000 Penalty: 5102.848633
	Iteration 58Q: 3 clusters Score -3047542 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3047561.000000 Penalty: 5102.848633
	Iteration 59Q: 3 clusters Score -3047561 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3047608.250000 Penalty: 5102.848633
	Iteration 60F: 3 clusters Score -3047608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3047664.250000 Penalty: 5102.848633
	Iteration 61Q: 3 clusters Score -3047664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3047716.250000 Penalty: 5102.848633
	Iteration 62Q: 3 clusters Score -3047716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3047752.000000 Penalty: 5102.848633
	Iteration 63Q: 3 clusters Score -3047752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3047800.500000 Penalty: 5102.848633
	Iteration 64Q: 3 clusters Score -3047800 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3047851.500000 Penalty: 5102.848633
	Iteration 65Q: 3 clusters Score -3047852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3047900.250000 Penalty: 5102.848633
	Iteration 66Q: 3 clusters Score -3047900 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3047947.000000 Penalty: 5102.848633
	Iteration 67Q: 3 clusters Score -3047947 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3047980.500000 Penalty: 5102.848633
	Iteration 68Q: 3 clusters Score -3047980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3048003.750000 Penalty: 5102.848633
	Iteration 69Q: 3 clusters Score -3048004 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3048028.250000 Penalty: 5102.848633
	Iteration 70Q: 3 clusters Score -3048028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3048042.250000 Penalty: 5102.848633
	Iteration 71Q: 3 clusters Score -3048042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3048062.500000 Penalty: 5102.848633
	Iteration 72Q: 3 clusters Score -3048062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3048067.750000 Penalty: 5102.848633
	Iteration 73Q: 3 clusters Score -3048068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3048081.250000 Penalty: 5102.848633
	Iteration 74Q: 3 clusters Score -3048081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3048082.250000 Penalty: 5102.848633
	Iteration 75Q: 3 clusters Score -3048082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3048077.250000 Penalty: 5102.848633
	Iteration 76Q: 3 clusters Score -3048077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3048088.750000 Penalty: 5102.848633
	Iteration 77Q: 3 clusters Score -3048089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3048092.750000 Penalty: 5102.848633
	Iteration 78Q: 3 clusters Score -3048093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3048084.000000 Penalty: 5102.848633
	Iteration 79Q: 3 clusters Score -3048084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3048090.500000 Penalty: 5102.848633
	Iteration 80F: 3 clusters Score -3048090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3048099.250000 Penalty: 5102.848633
	Iteration 81Q: 3 clusters Score -3048099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3048099.000000 Penalty: 5102.848633
	Iteration 82Q: 3 clusters Score -3048099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3048097.250000 Penalty: 5102.848633
	Iteration 83Q: 3 clusters Score -3048097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3048104.250000 Penalty: 5102.848633
	Iteration 84Q: 3 clusters Score -3048104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3048109.750000 Penalty: 5102.848633
	Iteration 85Q: 3 clusters Score -3048110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3048113.750000 Penalty: 5102.848633
	Iteration 86Q: 3 clusters Score -3048114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3048124.000000 Penalty: 5102.848633
	Iteration 87Q: 3 clusters Score -3048124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3048124.750000 Penalty: 5102.848633
	Iteration 88Q: 3 clusters Score -3048125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3048119.500000 Penalty: 5102.848633
	Iteration 89Q: 3 clusters Score -3048120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3048128.000000 Penalty: 5102.848633
	Iteration 90Q: 3 clusters Score -3048128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3048127.750000 Penalty: 5102.848633
	Iteration 91Q: 3 clusters Score -3048128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3048131.750000 Penalty: 5102.848633
	Iteration 92Q: 3 clusters Score -3048132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3048129.250000 Penalty: 5102.848633
	Iteration 93Q: 3 clusters Score -3048129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3048130.500000 Penalty: 5102.848633
	Iteration 94Q: 3 clusters Score -3048130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3048129.000000 Penalty: 5102.848633
	Iteration 95Q: 3 clusters Score -3048129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3048131.500000 Penalty: 5102.848633
	Iteration 96Q: 3 clusters Score -3048132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3048135.500000 Penalty: 5102.848633
	Iteration 97Q: 3 clusters Score -3048136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3048137.000000 Penalty: 5102.848633
	Iteration 98Q: 3 clusters Score -3048137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3048133.250000 Penalty: 5102.848633
	Iteration 99Q: 3 clusters Score -3048133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3048133.750000 Penalty: 5102.848633
	Iteration 100F: 3 clusters Score -3048134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3048135.000000 Penalty: 5102.848633
	Iteration 101Q: 3 clusters Score -3048135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3048135.000000 Penalty: 5102.848633
	Iteration 102F: 3 clusters Score -3048135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 11596 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 65631 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Entering Unmasked Estep 
Score: -139136192.000000 Penalty: 139588.656250
Splitting cluster 14 changes total score from -139127792.000000 to -139136192.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 15 (11596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Entering Unmasked Estep 
Score: -1214774.750000 Penalty: 2320.886963
	Iteration 0F: 2 clusters Score -1214775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1206110.125000 Penalty: 4641.773926
	Iteration 0F: 3 clusters Score -1206110 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1208782.375000 Penalty: 4641.773926
	Iteration 1F: 3 clusters Score -1208782 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1209205.250000 Penalty: 4641.773926
	Iteration 2F: 3 clusters Score -1209205 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1209502.375000 Penalty: 4641.773926
	Iteration 3F: 3 clusters Score -1209502 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1209771.625000 Penalty: 4641.773926
	Iteration 4Q: 3 clusters Score -1209772 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1210055.000000 Penalty: 4641.773926
	Iteration 5Q: 3 clusters Score -1210055 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1210324.375000 Penalty: 4641.773926
	Iteration 6Q: 3 clusters Score -1210324 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1210642.000000 Penalty: 4641.773926
	Iteration 7Q: 3 clusters Score -1210642 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1211026.000000 Penalty: 4641.773926
	Iteration 8Q: 3 clusters Score -1211026 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1211378.250000 Penalty: 4641.773926
	Iteration 9Q: 3 clusters Score -1211378 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1211690.125000 Penalty: 4641.773926
	Iteration 10Q: 3 clusters Score -1211690 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1211934.750000 Penalty: 4641.773926
	Iteration 11Q: 3 clusters Score -1211935 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1212141.000000 Penalty: 4641.773926
	Iteration 12Q: 3 clusters Score -1212141 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1212354.500000 Penalty: 4641.773926
	Iteration 13Q: 3 clusters Score -1212354 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1212574.625000 Penalty: 4641.773926
	Iteration 14Q: 3 clusters Score -1212575 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1212851.125000 Penalty: 4641.773926
	Iteration 15Q: 3 clusters Score -1212851 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1213283.500000 Penalty: 4641.773926
	Iteration 16Q: 3 clusters Score -1213284 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1213980.500000 Penalty: 4641.773926
	Iteration 17Q: 3 clusters Score -1213980 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1214726.750000 Penalty: 4641.773926
	Iteration 18Q: 3 clusters Score -1214727 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1215331.875000 Penalty: 4641.773926
	Iteration 19Q: 3 clusters Score -1215332 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1215674.000000 Penalty: 4641.773926
	Iteration 20F: 3 clusters Score -1215674 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1215881.000000 Penalty: 4641.773926
	Iteration 21Q: 3 clusters Score -1215881 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1216014.625000 Penalty: 4641.773926
	Iteration 22Q: 3 clusters Score -1216015 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1216091.875000 Penalty: 4641.773926
	Iteration 23Q: 3 clusters Score -1216092 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1216129.375000 Penalty: 4641.773926
	Iteration 24Q: 3 clusters Score -1216129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1216149.125000 Penalty: 4641.773926
	Iteration 25Q: 3 clusters Score -1216149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1216168.875000 Penalty: 4641.773926
	Iteration 26Q: 3 clusters Score -1216169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1216178.125000 Penalty: 4641.773926
	Iteration 27Q: 3 clusters Score -1216178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1216187.375000 Penalty: 4641.773926
	Iteration 28Q: 3 clusters Score -1216187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1216194.125000 Penalty: 4641.773926
	Iteration 29Q: 3 clusters Score -1216194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1216197.625000 Penalty: 4641.773926
	Iteration 30Q: 3 clusters Score -1216198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1216200.125000 Penalty: 4641.773926
	Iteration 31Q: 3 clusters Score -1216200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1216204.750000 Penalty: 4641.773926
	Iteration 32Q: 3 clusters Score -1216205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1216208.000000 Penalty: 4641.773926
	Iteration 33Q: 3 clusters Score -1216208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1216214.875000 Penalty: 4641.773926
	Iteration 34Q: 3 clusters Score -1216215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1216219.000000 Penalty: 4641.773926
	Iteration 35Q: 3 clusters Score -1216219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1216218.500000 Penalty: 4641.773926
	Iteration 36Q: 3 clusters Score -1216218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1216224.875000 Penalty: 4641.773926
	Iteration 37Q: 3 clusters Score -1216225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1216230.125000 Penalty: 4641.773926
	Iteration 38Q: 3 clusters Score -1216230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1216230.875000 Penalty: 4641.773926
	Iteration 39Q: 3 clusters Score -1216231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1216235.625000 Penalty: 4641.773926
	Iteration 40F: 3 clusters Score -1216236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1216240.250000 Penalty: 4641.773926
	Iteration 41Q: 3 clusters Score -1216240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1216241.750000 Penalty: 4641.773926
	Iteration 42Q: 3 clusters Score -1216242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1216242.250000 Penalty: 4641.773926
	Iteration 43Q: 3 clusters Score -1216242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1216243.500000 Penalty: 4641.773926
	Iteration 44Q: 3 clusters Score -1216244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1216242.375000 Penalty: 4641.773926
	Iteration 45Q: 3 clusters Score -1216242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1216243.750000 Penalty: 4641.773926
	Iteration 46Q: 3 clusters Score -1216244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1216243.750000 Penalty: 4641.773926
	Iteration 47F: 3 clusters Score -1216244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 65631 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Entering Unmasked Estep 
Score: -139136528.000000 Penalty: 143078.375000
Splitting cluster 15 changes total score from -139127792.000000 to -139136528.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 16 (9109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Entering Unmasked Estep 
Score: -951328.250000 Penalty: 2261.020508
	Iteration 0F: 2 clusters Score -951328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -944203.687500 Penalty: 4522.041016
	Iteration 0F: 3 clusters Score -944203.7 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -946465.750000 Penalty: 4522.041016
	Iteration 1F: 3 clusters Score -946465.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -947024.062500 Penalty: 4522.041016
	Iteration 2F: 3 clusters Score -947024.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -947709.812500 Penalty: 4522.041016
	Iteration 3F: 3 clusters Score -947709.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -948538.125000 Penalty: 4522.041016
	Iteration 4F: 3 clusters Score -948538.1 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -949374.062500 Penalty: 4522.041016
	Iteration 5F: 3 clusters Score -949374.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -949979.625000 Penalty: 4522.041016
	Iteration 6F: 3 clusters Score -949979.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -950376.250000 Penalty: 4522.041016
	Iteration 7Q: 3 clusters Score -950376.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -950753.750000 Penalty: 4522.041016
	Iteration 8Q: 3 clusters Score -950753.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -951070.250000 Penalty: 4522.041016
	Iteration 9Q: 3 clusters Score -951070.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -951228.500000 Penalty: 4522.041016
	Iteration 10Q: 3 clusters Score -951228.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -951282.062500 Penalty: 4522.041016
	Iteration 11Q: 3 clusters Score -951282.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -951306.500000 Penalty: 4522.041016
	Iteration 12Q: 3 clusters Score -951306.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -951322.437500 Penalty: 4522.041016
	Iteration 13Q: 3 clusters Score -951322.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -951332.750000 Penalty: 4522.041016
	Iteration 14Q: 3 clusters Score -951332.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -951338.812500 Penalty: 4522.041016
	Iteration 15Q: 3 clusters Score -951338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -951340.312500 Penalty: 4522.041016
	Iteration 16Q: 3 clusters Score -951340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -951344.562500 Penalty: 4522.041016
	Iteration 17Q: 3 clusters Score -951344.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -951347.187500 Penalty: 4522.041016
	Iteration 18Q: 3 clusters Score -951347.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -951347.375000 Penalty: 4522.041016
	Iteration 19Q: 3 clusters Score -951347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -951348.250000 Penalty: 4522.041016
	Iteration 20F: 3 clusters Score -951348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -951349.937500 Penalty: 4522.041016
	Iteration 21Q: 3 clusters Score -951349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -951351.500000 Penalty: 4522.041016
	Iteration 22Q: 3 clusters Score -951351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -951351.687500 Penalty: 4522.041016
	Iteration 23Q: 3 clusters Score -951351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -951351.687500 Penalty: 4522.041016
	Iteration 24F: 3 clusters Score -951351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 65631 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 4475 members 
Entering Unmasked Estep 
Score: -139135344.000000 Penalty: 146568.093750
Splitting cluster 16 changes total score from -139127792.000000 to -139135344.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 17 (130207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130207 members 
Entering Unmasked Estep 
Score: -14662371.000000 Penalty: 2920.666504
	Iteration 0F: 2 clusters Score -1.466237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -14575645.000000 Penalty: 5841.333008
	Iteration 0F: 3 clusters Score -1.457564e+07 nChanged 61946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -14611745.000000 Penalty: 5841.333008
	Iteration 1F: 3 clusters Score -1.461174e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -14613348.000000 Penalty: 5841.333008
	Iteration 2Q: 3 clusters Score -1.461335e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -14615547.000000 Penalty: 5841.333008
	Iteration 3Q: 3 clusters Score -1.461555e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -14618842.000000 Penalty: 5841.333008
	Iteration 4F: 3 clusters Score -1.461884e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -14622621.000000 Penalty: 5841.333008
	Iteration 5F: 3 clusters Score -1.462262e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -14626399.000000 Penalty: 5841.333008
	Iteration 6F: 3 clusters Score -1.46264e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -14629445.000000 Penalty: 5841.333008
	Iteration 7F: 3 clusters Score -1.462944e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -14631641.000000 Penalty: 5841.333008
	Iteration 8Q: 3 clusters Score -1.463164e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -14633378.000000 Penalty: 5841.333008
	Iteration 9Q: 3 clusters Score -1.463338e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -14634559.000000 Penalty: 5841.333008
	Iteration 10Q: 3 clusters Score -1.463456e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -14635362.000000 Penalty: 5841.333008
	Iteration 11Q: 3 clusters Score -1.463536e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -14636158.000000 Penalty: 5841.333008
	Iteration 12Q: 3 clusters Score -1.463616e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -14637189.000000 Penalty: 5841.333008
	Iteration 13Q: 3 clusters Score -1.463719e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -14638329.000000 Penalty: 5841.333008
	Iteration 14Q: 3 clusters Score -1.463833e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -14639471.000000 Penalty: 5841.333008
	Iteration 15Q: 3 clusters Score -1.463947e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -14640834.000000 Penalty: 5841.333008
	Iteration 16Q: 3 clusters Score -1.464083e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -14642338.000000 Penalty: 5841.333008
	Iteration 17Q: 3 clusters Score -1.464234e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -14644190.000000 Penalty: 5841.333008
	Iteration 18Q: 3 clusters Score -1.464419e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -14646136.000000 Penalty: 5841.333008
	Iteration 19Q: 3 clusters Score -1.464614e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -14648420.000000 Penalty: 5841.333008
	Iteration 20F: 3 clusters Score -1.464842e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -14650647.000000 Penalty: 5841.333008
	Iteration 21Q: 3 clusters Score -1.465065e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111549 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -14652719.000000 Penalty: 5841.333008
	Iteration 22Q: 3 clusters Score -1.465272e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -14654337.000000 Penalty: 5841.333008
	Iteration 23Q: 3 clusters Score -1.465434e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118629 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -14655829.000000 Penalty: 5841.333008
	Iteration 24Q: 3 clusters Score -1.465583e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121125 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -14656904.000000 Penalty: 5841.333008
	Iteration 25Q: 3 clusters Score -1.46569e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123138 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -14657755.000000 Penalty: 5841.333008
	Iteration 26Q: 3 clusters Score -1.465776e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -14658290.000000 Penalty: 5841.333008
	Iteration 27Q: 3 clusters Score -1.465829e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -14658760.000000 Penalty: 5841.333008
	Iteration 28Q: 3 clusters Score -1.465876e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126324 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -14659078.000000 Penalty: 5841.333008
	Iteration 29Q: 3 clusters Score -1.465908e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126837 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -14659233.000000 Penalty: 5841.333008
	Iteration 30Q: 3 clusters Score -1.465923e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -14659373.000000 Penalty: 5841.333008
	Iteration 31Q: 3 clusters Score -1.465937e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127517 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -14659484.000000 Penalty: 5841.333008
	Iteration 32Q: 3 clusters Score -1.465948e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127759 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -14659600.000000 Penalty: 5841.333008
	Iteration 33Q: 3 clusters Score -1.46596e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127950 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -14659681.000000 Penalty: 5841.333008
	Iteration 34Q: 3 clusters Score -1.465968e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128097 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -14659710.000000 Penalty: 5841.333008
	Iteration 35Q: 3 clusters Score -1.465971e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128214 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -14659752.000000 Penalty: 5841.333008
	Iteration 36Q: 3 clusters Score -1.465975e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128315 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -14659805.000000 Penalty: 5841.333008
	Iteration 37Q: 3 clusters Score -1.46598e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128383 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -14659837.000000 Penalty: 5841.333008
	Iteration 38Q: 3 clusters Score -1.465984e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -14659861.000000 Penalty: 5841.333008
	Iteration 39Q: 3 clusters Score -1.465986e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128497 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -14659879.000000 Penalty: 5841.333008
	Iteration 40F: 3 clusters Score -1.465988e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -14659905.000000 Penalty: 5841.333008
	Iteration 41Q: 3 clusters Score -1.46599e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128609 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -14659914.000000 Penalty: 5841.333008
	Iteration 42Q: 3 clusters Score -1.465991e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128660 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14659943.000000 Penalty: 5841.333008
	Iteration 43Q: 3 clusters Score -1.465994e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128709 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -14659978.000000 Penalty: 5841.333008
	Iteration 44Q: 3 clusters Score -1.465998e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128748 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14659988.000000 Penalty: 5841.333008
	Iteration 45Q: 3 clusters Score -1.465999e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -14660006.000000 Penalty: 5841.333008
	Iteration 46Q: 3 clusters Score -1.466001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128804 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14660019.000000 Penalty: 5841.333008
	Iteration 47Q: 3 clusters Score -1.466002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14660020.000000 Penalty: 5841.333008
	Iteration 48Q: 3 clusters Score -1.466002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14660030.000000 Penalty: 5841.333008
	Iteration 49Q: 3 clusters Score -1.466003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128852 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -14660033.000000 Penalty: 5841.333008
	Iteration 50Q: 3 clusters Score -1.466003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14660050.000000 Penalty: 5841.333008
	Iteration 51Q: 3 clusters Score -1.466005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -14660055.000000 Penalty: 5841.333008
	Iteration 52Q: 3 clusters Score -1.466006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128864 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -14660066.000000 Penalty: 5841.333008
	Iteration 53Q: 3 clusters Score -1.466007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -14660068.000000 Penalty: 5841.333008
	Iteration 54Q: 3 clusters Score -1.466007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128867 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -14660063.000000 Penalty: 5841.333008
	Iteration 55Q: 3 clusters Score -1.466006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128869 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -14660070.000000 Penalty: 5841.333008
	Iteration 56Q: 3 clusters Score -1.466007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128872 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14660074.000000 Penalty: 5841.333008
	Iteration 57Q: 3 clusters Score -1.466007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128875 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -14660072.000000 Penalty: 5841.333008
	Iteration 58Q: 3 clusters Score -1.466007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128879 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14660073.000000 Penalty: 5841.333008
	Iteration 59Q: 3 clusters Score -1.466007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128881 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14660080.000000 Penalty: 5841.333008
	Iteration 60F: 3 clusters Score -1.466008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14660076.000000 Penalty: 5841.333008
	Iteration 61Q: 3 clusters Score -1.466008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128884 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14660082.000000 Penalty: 5841.333008
	Iteration 62Q: 3 clusters Score -1.466008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -14660083.000000 Penalty: 5841.333008
	Iteration 63Q: 3 clusters Score -1.466008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128887 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14660080.000000 Penalty: 5841.333008
	Iteration 64Q: 3 clusters Score -1.466008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128891 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14660086.000000 Penalty: 5841.333008
	Iteration 65Q: 3 clusters Score -1.466009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128894 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14660084.000000 Penalty: 5841.333008
	Iteration 66Q: 3 clusters Score -1.466008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128899 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14660081.000000 Penalty: 5841.333008
	Iteration 67Q: 3 clusters Score -1.466008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128903 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14660093.000000 Penalty: 5841.333008
	Iteration 68Q: 3 clusters Score -1.466009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14660086.000000 Penalty: 5841.333008
	Iteration 69Q: 3 clusters Score -1.466009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128917 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -14660088.000000 Penalty: 5841.333008
	Iteration 70Q: 3 clusters Score -1.466009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128924 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14660093.000000 Penalty: 5841.333008
	Iteration 71Q: 3 clusters Score -1.466009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14660085.000000 Penalty: 5841.333008
	Iteration 72Q: 3 clusters Score -1.466008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128925 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14660095.000000 Penalty: 5841.333008
	Iteration 73Q: 3 clusters Score -1.46601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128925 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14660095.000000 Penalty: 5841.333008
	Iteration 74F: 3 clusters Score -1.46601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Entering Unmasked Estep 
Score: -1074973.750000 Penalty: 2283.692871
	Iteration 0F: 2 clusters Score -1074974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1067302.125000 Penalty: 4567.385742
	Iteration 0F: 3 clusters Score -1067302 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1069832.250000 Penalty: 4567.385742
	Iteration 1F: 3 clusters Score -1069832 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1070440.875000 Penalty: 4567.385742
	Iteration 2F: 3 clusters Score -1070441 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1070991.625000 Penalty: 4567.385742
	Iteration 3F: 3 clusters Score -1070992 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1071509.375000 Penalty: 4567.385742
	Iteration 4F: 3 clusters Score -1071509 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1072018.750000 Penalty: 4567.385742
	Iteration 5F: 3 clusters Score -1072019 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1072561.000000 Penalty: 4567.385742
	Iteration 6F: 3 clusters Score -1072561 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1073052.250000 Penalty: 4567.385742
	Iteration 7F: 3 clusters Score -1073052 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1073465.125000 Penalty: 4567.385742
	Iteration 8Q: 3 clusters Score -1073465 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1073759.875000 Penalty: 4567.385742
	Iteration 9Q: 3 clusters Score -1073760 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1073939.125000 Penalty: 4567.385742
	Iteration 10Q: 3 clusters Score -1073939 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1074075.125000 Penalty: 4567.385742
	Iteration 11Q: 3 clusters Score -1074075 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1074166.250000 Penalty: 4567.385742
	Iteration 12Q: 3 clusters Score -1074166 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1074224.250000 Penalty: 4567.385742
	Iteration 13Q: 3 clusters Score -1074224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1074254.875000 Penalty: 4567.385742
	Iteration 14Q: 3 clusters Score -1074255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1074283.750000 Penalty: 4567.385742
	Iteration 15Q: 3 clusters Score -1074284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1074301.500000 Penalty: 4567.385742
	Iteration 16Q: 3 clusters Score -1074302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1074325.250000 Penalty: 4567.385742
	Iteration 17Q: 3 clusters Score -1074325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1074340.750000 Penalty: 4567.385742
	Iteration 18Q: 3 clusters Score -1074341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1074350.000000 Penalty: 4567.385742
	Iteration 19Q: 3 clusters Score -1074350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1074357.000000 Penalty: 4567.385742
	Iteration 20F: 3 clusters Score -1074357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1074365.250000 Penalty: 4567.385742
	Iteration 21Q: 3 clusters Score -1074365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1074366.250000 Penalty: 4567.385742
	Iteration 22Q: 3 clusters Score -1074366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1074367.000000 Penalty: 4567.385742
	Iteration 23Q: 3 clusters Score -1074367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1074369.250000 Penalty: 4567.385742
	Iteration 24Q: 3 clusters Score -1074369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1074371.875000 Penalty: 4567.385742
	Iteration 25Q: 3 clusters Score -1074372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1074372.250000 Penalty: 4567.385742
	Iteration 26Q: 3 clusters Score -1074372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1074371.125000 Penalty: 4567.385742
	Iteration 27Q: 3 clusters Score -1074371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1074372.625000 Penalty: 4567.385742
	Iteration 28Q: 3 clusters Score -1074373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1074372.625000 Penalty: 4567.385742
	Iteration 29F: 3 clusters Score -1074373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -134542.656250 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -134542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132755.281250 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -132755.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -135493.500000 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -135493.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -137351.437500 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -137351.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -137904.921875 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -137904.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -138222.812500 Penalty: 3639.443604
	Iteration 4Q: 3 clusters Score -138222.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -138342.203125 Penalty: 3639.443604
	Iteration 5Q: 3 clusters Score -138342.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -138398.046875 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -138398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -138456.828125 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -138456.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -138525.031250 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -138525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -138618.000000 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -138618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -138780.609375 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -138780.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -139050.218750 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -139050.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -139394.578125 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -139394.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -139887.703125 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -139887.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -141440.609375 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -141440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -141458.265625 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -141458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -141468.906250 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -141468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -141468.906250 Penalty: 3639.443604
	Iteration 17F: 3 clusters Score -141468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 65631 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 4475 members 
Mstep: Class 43 contains 836 members 
Entering Unmasked Estep 
Score: -139140384.000000 Penalty: 150057.812500
Splitting cluster 19 changes total score from -139127792.000000 to -139140384.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 20 (12310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Entering Unmasked Estep 
Score: -1347576.625000 Penalty: 2335.705566
	Iteration 0F: 2 clusters Score -1347577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1338460.500000 Penalty: 4671.411133
	Iteration 0F: 3 clusters Score -1338460 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1341653.375000 Penalty: 4671.411133
	Iteration 1F: 3 clusters Score -1341653 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1342543.750000 Penalty: 4671.411133
	Iteration 2F: 3 clusters Score -1342544 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1343833.000000 Penalty: 4671.411133
	Iteration 3F: 3 clusters Score -1343833 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1344999.500000 Penalty: 4671.411133
	Iteration 4F: 3 clusters Score -1345000 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1345769.750000 Penalty: 4671.411133
	Iteration 5F: 3 clusters Score -1345770 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1346239.750000 Penalty: 4671.411133
	Iteration 6F: 3 clusters Score -1346240 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1346478.500000 Penalty: 4671.411133
	Iteration 7Q: 3 clusters Score -1346478 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1346582.375000 Penalty: 4671.411133
	Iteration 8Q: 3 clusters Score -1346582 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1346638.000000 Penalty: 4671.411133
	Iteration 9Q: 3 clusters Score -1346638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1346668.000000 Penalty: 4671.411133
	Iteration 10Q: 3 clusters Score -1346668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1346691.125000 Penalty: 4671.411133
	Iteration 11Q: 3 clusters Score -1346691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1346713.750000 Penalty: 4671.411133
	Iteration 12Q: 3 clusters Score -1346714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1346725.000000 Penalty: 4671.411133
	Iteration 13Q: 3 clusters Score -1346725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1346740.750000 Penalty: 4671.411133
	Iteration 14Q: 3 clusters Score -1346741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1346751.375000 Penalty: 4671.411133
	Iteration 15Q: 3 clusters Score -1346751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1346761.875000 Penalty: 4671.411133
	Iteration 16Q: 3 clusters Score -1346762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1346774.500000 Penalty: 4671.411133
	Iteration 17Q: 3 clusters Score -1346774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1346783.000000 Penalty: 4671.411133
	Iteration 18Q: 3 clusters Score -1346783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1346789.875000 Penalty: 4671.411133
	Iteration 19Q: 3 clusters Score -1346790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1346793.250000 Penalty: 4671.411133
	Iteration 20F: 3 clusters Score -1346793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1346793.000000 Penalty: 4671.411133
	Iteration 21Q: 3 clusters Score -1346793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1346794.250000 Penalty: 4671.411133
	Iteration 22Q: 3 clusters Score -1346794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1346798.500000 Penalty: 4671.411133
	Iteration 23Q: 3 clusters Score -1346798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1346796.375000 Penalty: 4671.411133
	Iteration 24Q: 3 clusters Score -1346796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1346796.375000 Penalty: 4671.411133
	Iteration 25F: 3 clusters Score -1346796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (65631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Entering Unmasked Estep 
Score: -7312566.000000 Penalty: 2750.767334
	Iteration 0F: 2 clusters Score -7312566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -7268426.500000 Penalty: 5501.534668
	Iteration 0F: 3 clusters Score -7268426 nChanged 30811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -7291813.000000 Penalty: 5501.534668
	Iteration 1F: 3 clusters Score -7291813 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -7303955.000000 Penalty: 5501.534668
	Iteration 2F: 3 clusters Score -7303955 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -7318494.000000 Penalty: 5501.534668
	Iteration 3F: 3 clusters Score -7318494 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -7334215.000000 Penalty: 5501.534668
	Iteration 4F: 3 clusters Score -7334215 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -7342374.500000 Penalty: 5501.534668
	Iteration 5F: 3 clusters Score -7342374 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -7345075.000000 Penalty: 5501.534668
	Iteration 6Q: 3 clusters Score -7345075 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7346335.000000 Penalty: 5501.534668
	Iteration 7Q: 3 clusters Score -7346335 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -7346934.000000 Penalty: 5501.534668
	Iteration 8Q: 3 clusters Score -7346934 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -7347186.500000 Penalty: 5501.534668
	Iteration 9Q: 3 clusters Score -7347186 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -7347298.000000 Penalty: 5501.534668
	Iteration 10Q: 3 clusters Score -7347298 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -7347392.500000 Penalty: 5501.534668
	Iteration 11Q: 3 clusters Score -7347392 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -7347386.500000 Penalty: 5501.534668
	Iteration 12Q: 3 clusters Score -7347386 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -7347401.500000 Penalty: 5501.534668
	Iteration 13Q: 3 clusters Score -7347402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -7347427.500000 Penalty: 5501.534668
	Iteration 14Q: 3 clusters Score -7347428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -7347430.500000 Penalty: 5501.534668
	Iteration 15Q: 3 clusters Score -7347430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -7347434.000000 Penalty: 5501.534668
	Iteration 16Q: 3 clusters Score -7347434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -7347426.000000 Penalty: 5501.534668
	Iteration 17Q: 3 clusters Score -7347426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -7347438.000000 Penalty: 5501.534668
	Iteration 18Q: 3 clusters Score -7347438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -7347437.500000 Penalty: 5501.534668
	Iteration 19Q: 3 clusters Score -7347438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -7347449.500000 Penalty: 5501.534668
	Iteration 20F: 3 clusters Score -7347450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -7347429.500000 Penalty: 5501.534668
	Iteration 21Q: 3 clusters Score -7347430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -7347440.000000 Penalty: 5501.534668
	Iteration 22Q: 3 clusters Score -7347440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -7347442.000000 Penalty: 5501.534668
	Iteration 23Q: 3 clusters Score -7347442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -7347455.500000 Penalty: 5501.534668
	Iteration 24Q: 3 clusters Score -7347456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -7347441.500000 Penalty: 5501.534668
	Iteration 25Q: 3 clusters Score -7347442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -7347432.500000 Penalty: 5501.534668
	Iteration 26Q: 3 clusters Score -7347432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -7347421.000000 Penalty: 5501.534668
	Iteration 27Q: 3 clusters Score -7347421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -7347417.000000 Penalty: 5501.534668
	Iteration 28Q: 3 clusters Score -7347417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -7347431.000000 Penalty: 5501.534668
	Iteration 29Q: 3 clusters Score -7347431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -7347437.500000 Penalty: 5501.534668
	Iteration 30Q: 3 clusters Score -7347438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -7347437.500000 Penalty: 5501.534668
	Iteration 31Q: 3 clusters Score -7347438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -7347432.000000 Penalty: 5501.534668
	Iteration 32Q: 3 clusters Score -7347432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -7347432.000000 Penalty: 5501.534668
	Iteration 33F: 3 clusters Score -7347432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 4475 members 
Mstep: Class 43 contains 836 members 
Mstep: Class 44 contains 53146 members 
Entering Unmasked Estep 
Score: -139172896.000000 Penalty: 153547.531250
Splitting cluster 21 changes total score from -139127792.000000 to -139172896.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 22 (17483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Entering Unmasked Estep 
Score: -1907863.250000 Penalty: 2422.708008
	Iteration 0F: 2 clusters Score -1907863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1895383.500000 Penalty: 4845.416016
	Iteration 0F: 3 clusters Score -1895384 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1900016.375000 Penalty: 4845.416016
	Iteration 1F: 3 clusters Score -1900016 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1901214.000000 Penalty: 4845.416016
	Iteration 2F: 3 clusters Score -1901214 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1902924.625000 Penalty: 4845.416016
	Iteration 3F: 3 clusters Score -1902925 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1904772.625000 Penalty: 4845.416016
	Iteration 4F: 3 clusters Score -1904773 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1906153.500000 Penalty: 4845.416016
	Iteration 5F: 3 clusters Score -1906154 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1906874.500000 Penalty: 4845.416016
	Iteration 6F: 3 clusters Score -1906874 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1907214.250000 Penalty: 4845.416016
	Iteration 7Q: 3 clusters Score -1907214 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1907354.125000 Penalty: 4845.416016
	Iteration 8Q: 3 clusters Score -1907354 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1907426.875000 Penalty: 4845.416016
	Iteration 9Q: 3 clusters Score -1907427 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1907453.750000 Penalty: 4845.416016
	Iteration 10Q: 3 clusters Score -1907454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1907472.125000 Penalty: 4845.416016
	Iteration 11Q: 3 clusters Score -1907472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1907487.000000 Penalty: 4845.416016
	Iteration 12Q: 3 clusters Score -1907487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1907501.500000 Penalty: 4845.416016
	Iteration 13Q: 3 clusters Score -1907502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1907508.125000 Penalty: 4845.416016
	Iteration 14Q: 3 clusters Score -1907508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1907513.875000 Penalty: 4845.416016
	Iteration 15Q: 3 clusters Score -1907514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1907520.125000 Penalty: 4845.416016
	Iteration 16Q: 3 clusters Score -1907520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1907524.625000 Penalty: 4845.416016
	Iteration 17Q: 3 clusters Score -1907525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1907528.375000 Penalty: 4845.416016
	Iteration 18Q: 3 clusters Score -1907528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1907533.250000 Penalty: 4845.416016
	Iteration 19Q: 3 clusters Score -1907533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1907536.625000 Penalty: 4845.416016
	Iteration 20F: 3 clusters Score -1907537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1907534.500000 Penalty: 4845.416016
	Iteration 21Q: 3 clusters Score -1907534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1907535.500000 Penalty: 4845.416016
	Iteration 22Q: 3 clusters Score -1907536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1907532.750000 Penalty: 4845.416016
	Iteration 23Q: 3 clusters Score -1907533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1907531.750000 Penalty: 4845.416016
	Iteration 24Q: 3 clusters Score -1907532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1907533.750000 Penalty: 4845.416016
	Iteration 25Q: 3 clusters Score -1907534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1907536.500000 Penalty: 4845.416016
	Iteration 26Q: 3 clusters Score -1907536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1907534.875000 Penalty: 4845.416016
	Iteration 27Q: 3 clusters Score -1907535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1907538.250000 Penalty: 4845.416016
	Iteration 28Q: 3 clusters Score -1907538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1907534.125000 Penalty: 4845.416016
	Iteration 29Q: 3 clusters Score -1907534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1907535.750000 Penalty: 4845.416016
	Iteration 30Q: 3 clusters Score -1907536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1907533.000000 Penalty: 4845.416016
	Iteration 31Q: 3 clusters Score -1907533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1907533.000000 Penalty: 4845.416016
	Iteration 32F: 3 clusters Score -1907533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -907778.250000 Penalty: 2295.388916
	Iteration 0F: 2 clusters Score -907778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -899873.562500 Penalty: 4590.777832
	Iteration 0F: 3 clusters Score -899873.6 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -904233.187500 Penalty: 4590.777832
	Iteration 1F: 3 clusters Score -904233.2 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -906512.687500 Penalty: 4590.777832
	Iteration 2F: 3 clusters Score -906512.7 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -907788.000000 Penalty: 4590.777832
	Iteration 3F: 3 clusters Score -907788 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -908449.687500 Penalty: 4590.777832
	Iteration 4F: 3 clusters Score -908449.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -908866.062500 Penalty: 4590.777832
	Iteration 5Q: 3 clusters Score -908866.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -909106.250000 Penalty: 4590.777832
	Iteration 6Q: 3 clusters Score -909106.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -909242.125000 Penalty: 4590.777832
	Iteration 7Q: 3 clusters Score -909242.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -909324.250000 Penalty: 4590.777832
	Iteration 8Q: 3 clusters Score -909324.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -909395.187500 Penalty: 4590.777832
	Iteration 9Q: 3 clusters Score -909395.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -909446.937500 Penalty: 4590.777832
	Iteration 10Q: 3 clusters Score -909446.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -909491.000000 Penalty: 4590.777832
	Iteration 11Q: 3 clusters Score -909491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -909515.562500 Penalty: 4590.777832
	Iteration 12Q: 3 clusters Score -909515.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -909534.937500 Penalty: 4590.777832
	Iteration 13Q: 3 clusters Score -909534.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -909559.812500 Penalty: 4590.777832
	Iteration 14Q: 3 clusters Score -909559.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -909581.250000 Penalty: 4590.777832
	Iteration 15Q: 3 clusters Score -909581.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -909603.625000 Penalty: 4590.777832
	Iteration 16Q: 3 clusters Score -909603.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -909623.000000 Penalty: 4590.777832
	Iteration 17Q: 3 clusters Score -909623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -909647.562500 Penalty: 4590.777832
	Iteration 18Q: 3 clusters Score -909647.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -909666.562500 Penalty: 4590.777832
	Iteration 19Q: 3 clusters Score -909666.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -909679.250000 Penalty: 4590.777832
	Iteration 20F: 3 clusters Score -909679.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -909689.250000 Penalty: 4590.777832
	Iteration 21Q: 3 clusters Score -909689.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -909701.125000 Penalty: 4590.777832
	Iteration 22Q: 3 clusters Score -909701.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -909709.500000 Penalty: 4590.777832
	Iteration 23Q: 3 clusters Score -909709.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -909717.500000 Penalty: 4590.777832
	Iteration 24Q: 3 clusters Score -909717.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -909724.562500 Penalty: 4590.777832
	Iteration 25Q: 3 clusters Score -909724.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -909728.625000 Penalty: 4590.777832
	Iteration 26Q: 3 clusters Score -909728.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -909734.250000 Penalty: 4590.777832
	Iteration 27Q: 3 clusters Score -909734.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -909734.875000 Penalty: 4590.777832
	Iteration 28Q: 3 clusters Score -909734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -909737.687500 Penalty: 4590.777832
	Iteration 29Q: 3 clusters Score -909737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -909738.625000 Penalty: 4590.777832
	Iteration 30Q: 3 clusters Score -909738.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -909742.750000 Penalty: 4590.777832
	Iteration 31Q: 3 clusters Score -909742.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -909749.000000 Penalty: 4590.777832
	Iteration 32Q: 3 clusters Score -909749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -909754.500000 Penalty: 4590.777832
	Iteration 33Q: 3 clusters Score -909754.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -909758.687500 Penalty: 4590.777832
	Iteration 34Q: 3 clusters Score -909758.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -909762.625000 Penalty: 4590.777832
	Iteration 35Q: 3 clusters Score -909762.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -909773.312500 Penalty: 4590.777832
	Iteration 36Q: 3 clusters Score -909773.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -909780.812500 Penalty: 4590.777832
	Iteration 37Q: 3 clusters Score -909780.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -909786.250000 Penalty: 4590.777832
	Iteration 38Q: 3 clusters Score -909786.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -909790.125000 Penalty: 4590.777832
	Iteration 39Q: 3 clusters Score -909790.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -909793.312500 Penalty: 4590.777832
	Iteration 40F: 3 clusters Score -909793.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -909797.437500 Penalty: 4590.777832
	Iteration 41Q: 3 clusters Score -909797.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -909800.750000 Penalty: 4590.777832
	Iteration 42Q: 3 clusters Score -909800.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -909803.750000 Penalty: 4590.777832
	Iteration 43Q: 3 clusters Score -909803.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -909807.000000 Penalty: 4590.777832
	Iteration 44Q: 3 clusters Score -909807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -909808.125000 Penalty: 4590.777832
	Iteration 45Q: 3 clusters Score -909808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -909813.250000 Penalty: 4590.777832
	Iteration 46Q: 3 clusters Score -909813.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -909812.125000 Penalty: 4590.777832
	Iteration 47Q: 3 clusters Score -909812.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -909811.187500 Penalty: 4590.777832
	Iteration 48Q: 3 clusters Score -909811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -909814.000000 Penalty: 4590.777832
	Iteration 49Q: 3 clusters Score -909814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -909815.125000 Penalty: 4590.777832
	Iteration 50Q: 3 clusters Score -909815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -909815.062500 Penalty: 4590.777832
	Iteration 51Q: 3 clusters Score -909815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -909814.000000 Penalty: 4590.777832
	Iteration 52Q: 3 clusters Score -909814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -909813.812500 Penalty: 4590.777832
	Iteration 53Q: 3 clusters Score -909813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -909813.812500 Penalty: 4590.777832
	Iteration 54F: 3 clusters Score -909813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 56641 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 4475 members 
Mstep: Class 43 contains 836 members 
Mstep: Class 44 contains 53146 members 
Mstep: Class 45 contains 3821 members 
Entering Unmasked Estep 
Score: -139173616.000000 Penalty: 157037.250000
Splitting cluster 23 changes total score from -139127792.000000 to -139173616.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 24 (16096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Entering Unmasked Estep 
Score: -1719145.625000 Penalty: 2402.208740
	Iteration 0F: 2 clusters Score -1719146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1707611.375000 Penalty: 4804.417480
	Iteration 0F: 3 clusters Score -1707611 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1711364.250000 Penalty: 4804.417480
	Iteration 1F: 3 clusters Score -1711364 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1711821.625000 Penalty: 4804.417480
	Iteration 2F: 3 clusters Score -1711822 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1712180.625000 Penalty: 4804.417480
	Iteration 3F: 3 clusters Score -1712181 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1712500.875000 Penalty: 4804.417480
	Iteration 4Q: 3 clusters Score -1712501 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1712787.250000 Penalty: 4804.417480
	Iteration 5Q: 3 clusters Score -1712787 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1713091.125000 Penalty: 4804.417480
	Iteration 6Q: 3 clusters Score -1713091 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1713419.875000 Penalty: 4804.417480
	Iteration 7Q: 3 clusters Score -1713420 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1713799.750000 Penalty: 4804.417480
	Iteration 8Q: 3 clusters Score -1713800 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1714185.125000 Penalty: 4804.417480
	Iteration 9Q: 3 clusters Score -1714185 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1714515.500000 Penalty: 4804.417480
	Iteration 10Q: 3 clusters Score -1714516 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1714828.625000 Penalty: 4804.417480
	Iteration 11Q: 3 clusters Score -1714829 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1715119.125000 Penalty: 4804.417480
	Iteration 12Q: 3 clusters Score -1715119 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1715398.625000 Penalty: 4804.417480
	Iteration 13Q: 3 clusters Score -1715399 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1715630.500000 Penalty: 4804.417480
	Iteration 14Q: 3 clusters Score -1715630 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1715836.625000 Penalty: 4804.417480
	Iteration 15Q: 3 clusters Score -1715837 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1716037.125000 Penalty: 4804.417480
	Iteration 16Q: 3 clusters Score -1716037 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1716214.625000 Penalty: 4804.417480
	Iteration 17Q: 3 clusters Score -1716215 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1716364.125000 Penalty: 4804.417480
	Iteration 18Q: 3 clusters Score -1716364 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1716457.750000 Penalty: 4804.417480
	Iteration 19Q: 3 clusters Score -1716458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1716529.875000 Penalty: 4804.417480
	Iteration 20F: 3 clusters Score -1716530 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1716600.750000 Penalty: 4804.417480
	Iteration 21Q: 3 clusters Score -1716601 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1716661.125000 Penalty: 4804.417480
	Iteration 22Q: 3 clusters Score -1716661 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1716703.750000 Penalty: 4804.417480
	Iteration 23Q: 3 clusters Score -1716704 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1716740.375000 Penalty: 4804.417480
	Iteration 24Q: 3 clusters Score -1716740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1716773.500000 Penalty: 4804.417480
	Iteration 25Q: 3 clusters Score -1716774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1716802.500000 Penalty: 4804.417480
	Iteration 26Q: 3 clusters Score -1716802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1716828.875000 Penalty: 4804.417480
	Iteration 27Q: 3 clusters Score -1716829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1716842.000000 Penalty: 4804.417480
	Iteration 28Q: 3 clusters Score -1716842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1716851.750000 Penalty: 4804.417480
	Iteration 29Q: 3 clusters Score -1716852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1716871.375000 Penalty: 4804.417480
	Iteration 30Q: 3 clusters Score -1716871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1716892.250000 Penalty: 4804.417480
	Iteration 31Q: 3 clusters Score -1716892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1716898.875000 Penalty: 4804.417480
	Iteration 32Q: 3 clusters Score -1716899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1716908.375000 Penalty: 4804.417480
	Iteration 33Q: 3 clusters Score -1716908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1716911.875000 Penalty: 4804.417480
	Iteration 34Q: 3 clusters Score -1716912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1716922.625000 Penalty: 4804.417480
	Iteration 35Q: 3 clusters Score -1716923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1716930.500000 Penalty: 4804.417480
	Iteration 36Q: 3 clusters Score -1716930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1716936.250000 Penalty: 4804.417480
	Iteration 37Q: 3 clusters Score -1716936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1716948.000000 Penalty: 4804.417480
	Iteration 38Q: 3 clusters Score -1716948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1716951.625000 Penalty: 4804.417480
	Iteration 39Q: 3 clusters Score -1716952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1716962.625000 Penalty: 4804.417480
	Iteration 40F: 3 clusters Score -1716963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1716974.000000 Penalty: 4804.417480
	Iteration 41Q: 3 clusters Score -1716974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1716987.375000 Penalty: 4804.417480
	Iteration 42Q: 3 clusters Score -1716987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1716997.000000 Penalty: 4804.417480
	Iteration 43Q: 3 clusters Score -1716997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1717002.250000 Penalty: 4804.417480
	Iteration 44Q: 3 clusters Score -1717002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1717007.875000 Penalty: 4804.417480
	Iteration 45Q: 3 clusters Score -1717008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1717007.125000 Penalty: 4804.417480
	Iteration 46Q: 3 clusters Score -1717007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1717014.500000 Penalty: 4804.417480
	Iteration 47Q: 3 clusters Score -1717014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1717016.000000 Penalty: 4804.417480
	Iteration 48Q: 3 clusters Score -1717016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1717021.375000 Penalty: 4804.417480
	Iteration 49Q: 3 clusters Score -1717021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1717022.875000 Penalty: 4804.417480
	Iteration 50Q: 3 clusters Score -1717023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1717024.500000 Penalty: 4804.417480
	Iteration 51Q: 3 clusters Score -1717024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1717024.250000 Penalty: 4804.417480
	Iteration 52Q: 3 clusters Score -1717024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1717028.125000 Penalty: 4804.417480
	Iteration 53Q: 3 clusters Score -1717028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1717029.875000 Penalty: 4804.417480
	Iteration 54Q: 3 clusters Score -1717030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1717029.375000 Penalty: 4804.417480
	Iteration 55Q: 3 clusters Score -1717029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1717031.500000 Penalty: 4804.417480
	Iteration 56Q: 3 clusters Score -1717032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1717028.625000 Penalty: 4804.417480
	Iteration 57Q: 3 clusters Score -1717029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1717030.750000 Penalty: 4804.417480
	Iteration 58Q: 3 clusters Score -1717031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1717032.500000 Penalty: 4804.417480
	Iteration 59Q: 3 clusters Score -1717032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1717034.250000 Penalty: 4804.417480
	Iteration 60F: 3 clusters Score -1717034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1717034.625000 Penalty: 4804.417480
	Iteration 61Q: 3 clusters Score -1717035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1717034.000000 Penalty: 4804.417480
	Iteration 62Q: 3 clusters Score -1717034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1717032.375000 Penalty: 4804.417480
	Iteration 63Q: 3 clusters Score -1717032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1717034.750000 Penalty: 4804.417480
	Iteration 64Q: 3 clusters Score -1717035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1717035.125000 Penalty: 4804.417480
	Iteration 65Q: 3 clusters Score -1717035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1717035.750000 Penalty: 4804.417480
	Iteration 66Q: 3 clusters Score -1717036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1717036.750000 Penalty: 4804.417480
	Iteration 67Q: 3 clusters Score -1717037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1717036.125000 Penalty: 4804.417480
	Iteration 68Q: 3 clusters Score -1717036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1717036.375000 Penalty: 4804.417480
	Iteration 69Q: 3 clusters Score -1717036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1717037.500000 Penalty: 4804.417480
	Iteration 70Q: 3 clusters Score -1717038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1717037.625000 Penalty: 4804.417480
	Iteration 71Q: 3 clusters Score -1717038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1717037.125000 Penalty: 4804.417480
	Iteration 72Q: 3 clusters Score -1717037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1717037.875000 Penalty: 4804.417480
	Iteration 73Q: 3 clusters Score -1717038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1717038.750000 Penalty: 4804.417480
	Iteration 74Q: 3 clusters Score -1717039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1717038.750000 Penalty: 4804.417480
	Iteration 75F: 3 clusters Score -1717039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Entering Unmasked Estep 
Score: -5894654.000000 Penalty: 2714.233154
	Iteration 0F: 2 clusters Score -5894654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -5856586.500000 Penalty: 5428.466309
	Iteration 0F: 3 clusters Score -5856586 nChanged 26394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -5872314.000000 Penalty: 5428.466309
	Iteration 1F: 3 clusters Score -5872314 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -5874249.500000 Penalty: 5428.466309
	Iteration 2F: 3 clusters Score -5874250 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -5876630.000000 Penalty: 5428.466309
	Iteration 3F: 3 clusters Score -5876630 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -5879350.500000 Penalty: 5428.466309
	Iteration 4F: 3 clusters Score -5879350 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5882132.000000 Penalty: 5428.466309
	Iteration 5F: 3 clusters Score -5882132 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5884593.000000 Penalty: 5428.466309
	Iteration 6F: 3 clusters Score -5884593 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5886663.500000 Penalty: 5428.466309
	Iteration 7F: 3 clusters Score -5886664 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -5888098.000000 Penalty: 5428.466309
	Iteration 8Q: 3 clusters Score -5888098 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -5889074.000000 Penalty: 5428.466309
	Iteration 9Q: 3 clusters Score -5889074 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -5889718.500000 Penalty: 5428.466309
	Iteration 10Q: 3 clusters Score -5889718 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -5890172.500000 Penalty: 5428.466309
	Iteration 11Q: 3 clusters Score -5890172 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -5890541.500000 Penalty: 5428.466309
	Iteration 12Q: 3 clusters Score -5890542 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5890796.500000 Penalty: 5428.466309
	Iteration 13Q: 3 clusters Score -5890796 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -5890974.000000 Penalty: 5428.466309
	Iteration 14Q: 3 clusters Score -5890974 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -5891048.500000 Penalty: 5428.466309
	Iteration 15Q: 3 clusters Score -5891048 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5891211.500000 Penalty: 5428.466309
	Iteration 16Q: 3 clusters Score -5891212 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5891360.000000 Penalty: 5428.466309
	Iteration 17Q: 3 clusters Score -5891360 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5891458.500000 Penalty: 5428.466309
	Iteration 18Q: 3 clusters Score -5891458 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -5891624.500000 Penalty: 5428.466309
	Iteration 19Q: 3 clusters Score -5891624 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -5891783.500000 Penalty: 5428.466309
	Iteration 20F: 3 clusters Score -5891784 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5891952.500000 Penalty: 5428.466309
	Iteration 21Q: 3 clusters Score -5891952 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -5892146.500000 Penalty: 5428.466309
	Iteration 22Q: 3 clusters Score -5892146 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -5892393.500000 Penalty: 5428.466309
	Iteration 23Q: 3 clusters Score -5892394 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -5892719.000000 Penalty: 5428.466309
	Iteration 24Q: 3 clusters Score -5892719 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -5893082.500000 Penalty: 5428.466309
	Iteration 25Q: 3 clusters Score -5893082 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -5893620.000000 Penalty: 5428.466309
	Iteration 26Q: 3 clusters Score -5893620 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -5894133.000000 Penalty: 5428.466309
	Iteration 27Q: 3 clusters Score -5894133 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -5894671.000000 Penalty: 5428.466309
	Iteration 28Q: 3 clusters Score -5894671 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -5895226.500000 Penalty: 5428.466309
	Iteration 29Q: 3 clusters Score -5895226 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -5895659.000000 Penalty: 5428.466309
	Iteration 30Q: 3 clusters Score -5895659 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -5895992.500000 Penalty: 5428.466309
	Iteration 31Q: 3 clusters Score -5895992 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -5896211.500000 Penalty: 5428.466309
	Iteration 32Q: 3 clusters Score -5896212 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -5896419.500000 Penalty: 5428.466309
	Iteration 33Q: 3 clusters Score -5896420 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -5896588.500000 Penalty: 5428.466309
	Iteration 34Q: 3 clusters Score -5896588 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -5896731.500000 Penalty: 5428.466309
	Iteration 35Q: 3 clusters Score -5896732 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -5896829.500000 Penalty: 5428.466309
	Iteration 36Q: 3 clusters Score -5896830 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -5896926.500000 Penalty: 5428.466309
	Iteration 37Q: 3 clusters Score -5896926 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -5896990.000000 Penalty: 5428.466309
	Iteration 38Q: 3 clusters Score -5896990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -5897018.000000 Penalty: 5428.466309
	Iteration 39Q: 3 clusters Score -5897018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -5897070.500000 Penalty: 5428.466309
	Iteration 40F: 3 clusters Score -5897070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -5897091.500000 Penalty: 5428.466309
	Iteration 41Q: 3 clusters Score -5897092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -5897142.500000 Penalty: 5428.466309
	Iteration 42Q: 3 clusters Score -5897142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -5897165.500000 Penalty: 5428.466309
	Iteration 43Q: 3 clusters Score -5897166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -5897188.500000 Penalty: 5428.466309
	Iteration 44Q: 3 clusters Score -5897188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -5897192.000000 Penalty: 5428.466309
	Iteration 45Q: 3 clusters Score -5897192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -5897187.500000 Penalty: 5428.466309
	Iteration 46Q: 3 clusters Score -5897188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -5897187.000000 Penalty: 5428.466309
	Iteration 47Q: 3 clusters Score -5897187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -5897185.000000 Penalty: 5428.466309
	Iteration 48Q: 3 clusters Score -5897185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -5897188.000000 Penalty: 5428.466309
	Iteration 49Q: 3 clusters Score -5897188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -5897183.500000 Penalty: 5428.466309
	Iteration 50Q: 3 clusters Score -5897184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -5897185.000000 Penalty: 5428.466309
	Iteration 51Q: 3 clusters Score -5897185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -5897190.500000 Penalty: 5428.466309
	Iteration 52Q: 3 clusters Score -5897190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -5897190.000000 Penalty: 5428.466309
	Iteration 53Q: 3 clusters Score -5897190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -5897190.000000 Penalty: 5428.466309
	Iteration 54F: 3 clusters Score -5897190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 98078 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 4475 members 
Mstep: Class 43 contains 836 members 
Mstep: Class 44 contains 53146 members 
Mstep: Class 45 contains 3821 members 
Mstep: Class 46 contains 53397 members 
Entering Unmasked Estep 
Score: -139175424.000000 Penalty: 160526.968750
Splitting cluster 25 changes total score from -139127792.000000 to -139175424.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -887487.625000 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -887487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -880972.375000 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -880972.4 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -882654.687500 Penalty: 4465.095703
	Iteration 1F: 3 clusters Score -882654.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -882915.812500 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -882915.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -883090.062500 Penalty: 4465.095703
	Iteration 3Q: 3 clusters Score -883090.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -883234.562500 Penalty: 4465.095703
	Iteration 4Q: 3 clusters Score -883234.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -883343.125000 Penalty: 4465.095703
	Iteration 5Q: 3 clusters Score -883343.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -883450.812500 Penalty: 4465.095703
	Iteration 6Q: 3 clusters Score -883450.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -883551.687500 Penalty: 4465.095703
	Iteration 7Q: 3 clusters Score -883551.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -883650.437500 Penalty: 4465.095703
	Iteration 8Q: 3 clusters Score -883650.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -883754.750000 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -883754.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -883864.812500 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -883864.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -883982.312500 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -883982.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -884091.125000 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -884091.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -884199.250000 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -884199.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -884307.875000 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -884307.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -884410.062500 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -884410.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -884531.687500 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -884531.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -884687.437500 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -884687.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -884813.500000 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -884813.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -884912.437500 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -884912.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -885027.250000 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -885027.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -885123.625000 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -885123.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -885220.875000 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -885220.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -885298.187500 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -885298.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -885354.187500 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -885354.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -885399.312500 Penalty: 4465.095703
	Iteration 25Q: 3 clusters Score -885399.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -885427.000000 Penalty: 4465.095703
	Iteration 26Q: 3 clusters Score -885427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -885448.187500 Penalty: 4465.095703
	Iteration 27Q: 3 clusters Score -885448.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -885466.250000 Penalty: 4465.095703
	Iteration 28Q: 3 clusters Score -885466.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -885489.437500 Penalty: 4465.095703
	Iteration 29Q: 3 clusters Score -885489.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -885505.062500 Penalty: 4465.095703
	Iteration 30Q: 3 clusters Score -885505.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -885522.625000 Penalty: 4465.095703
	Iteration 31Q: 3 clusters Score -885522.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -885537.500000 Penalty: 4465.095703
	Iteration 32Q: 3 clusters Score -885537.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -885550.187500 Penalty: 4465.095703
	Iteration 33Q: 3 clusters Score -885550.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -885556.812500 Penalty: 4465.095703
	Iteration 34Q: 3 clusters Score -885556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -885566.062500 Penalty: 4465.095703
	Iteration 35Q: 3 clusters Score -885566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -885570.187500 Penalty: 4465.095703
	Iteration 36Q: 3 clusters Score -885570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -885578.437500 Penalty: 4465.095703
	Iteration 37Q: 3 clusters Score -885578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -885582.687500 Penalty: 4465.095703
	Iteration 38Q: 3 clusters Score -885582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -885585.750000 Penalty: 4465.095703
	Iteration 39Q: 3 clusters Score -885585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -885591.187500 Penalty: 4465.095703
	Iteration 40F: 3 clusters Score -885591.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -885598.625000 Penalty: 4465.095703
	Iteration 41Q: 3 clusters Score -885598.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -885608.875000 Penalty: 4465.095703
	Iteration 42Q: 3 clusters Score -885608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -885613.875000 Penalty: 4465.095703
	Iteration 43Q: 3 clusters Score -885613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -885621.812500 Penalty: 4465.095703
	Iteration 44Q: 3 clusters Score -885621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -885632.687500 Penalty: 4465.095703
	Iteration 45Q: 3 clusters Score -885632.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -885647.562500 Penalty: 4465.095703
	Iteration 46Q: 3 clusters Score -885647.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -885654.375000 Penalty: 4465.095703
	Iteration 47Q: 3 clusters Score -885654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -885657.312500 Penalty: 4465.095703
	Iteration 48Q: 3 clusters Score -885657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -885658.187500 Penalty: 4465.095703
	Iteration 49Q: 3 clusters Score -885658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -885659.875000 Penalty: 4465.095703
	Iteration 50Q: 3 clusters Score -885659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -885663.562500 Penalty: 4465.095703
	Iteration 51Q: 3 clusters Score -885663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -885664.562500 Penalty: 4465.095703
	Iteration 52Q: 3 clusters Score -885664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -885665.437500 Penalty: 4465.095703
	Iteration 53Q: 3 clusters Score -885665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -885666.875000 Penalty: 4465.095703
	Iteration 54Q: 3 clusters Score -885666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -885667.875000 Penalty: 4465.095703
	Iteration 55Q: 3 clusters Score -885667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -885672.250000 Penalty: 4465.095703
	Iteration 56Q: 3 clusters Score -885672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -885671.687500 Penalty: 4465.095703
	Iteration 57Q: 3 clusters Score -885671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -885672.812500 Penalty: 4465.095703
	Iteration 58Q: 3 clusters Score -885672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -885672.437500 Penalty: 4465.095703
	Iteration 59Q: 3 clusters Score -885672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -885672.687500 Penalty: 4465.095703
	Iteration 60F: 3 clusters Score -885672.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (98078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Entering Unmasked Estep 
Score: -11020865.000000 Penalty: 2850.392578
	Iteration 0F: 2 clusters Score -1.102086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -10955097.000000 Penalty: 5700.785156
	Iteration 0F: 3 clusters Score -1.09551e+07 nChanged 46451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -10982409.000000 Penalty: 5700.785156
	Iteration 1F: 3 clusters Score -1.098241e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -10984193.000000 Penalty: 5700.785156
	Iteration 2Q: 3 clusters Score -1.098419e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -10987485.000000 Penalty: 5700.785156
	Iteration 3F: 3 clusters Score -1.098748e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -10992992.000000 Penalty: 5700.785156
	Iteration 4F: 3 clusters Score -1.099299e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -11000591.000000 Penalty: 5700.785156
	Iteration 5F: 3 clusters Score -1.100059e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -11009337.000000 Penalty: 5700.785156
	Iteration 6F: 3 clusters Score -1.100934e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -11016627.000000 Penalty: 5700.785156
	Iteration 7F: 3 clusters Score -1.101663e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -11021265.000000 Penalty: 5700.785156
	Iteration 8F: 3 clusters Score -1.102126e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -11023514.000000 Penalty: 5700.785156
	Iteration 9Q: 3 clusters Score -1.102351e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -11024326.000000 Penalty: 5700.785156
	Iteration 10Q: 3 clusters Score -1.102433e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -11024777.000000 Penalty: 5700.785156
	Iteration 11Q: 3 clusters Score -1.102478e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -11025020.000000 Penalty: 5700.785156
	Iteration 12Q: 3 clusters Score -1.102502e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -11025211.000000 Penalty: 5700.785156
	Iteration 13Q: 3 clusters Score -1.102521e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -11025344.000000 Penalty: 5700.785156
	Iteration 14Q: 3 clusters Score -1.102534e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -11025494.000000 Penalty: 5700.785156
	Iteration 15Q: 3 clusters Score -1.102549e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -11025612.000000 Penalty: 5700.785156
	Iteration 16Q: 3 clusters Score -1.102561e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -11025718.000000 Penalty: 5700.785156
	Iteration 17Q: 3 clusters Score -1.102572e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -11025809.000000 Penalty: 5700.785156
	Iteration 18Q: 3 clusters Score -1.102581e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -11025909.000000 Penalty: 5700.785156
	Iteration 19Q: 3 clusters Score -1.102591e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -11026085.000000 Penalty: 5700.785156
	Iteration 20F: 3 clusters Score -1.102608e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -11026200.000000 Penalty: 5700.785156
	Iteration 21Q: 3 clusters Score -1.10262e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -11026349.000000 Penalty: 5700.785156
	Iteration 22Q: 3 clusters Score -1.102635e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -11026521.000000 Penalty: 5700.785156
	Iteration 23Q: 3 clusters Score -1.102652e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -11026736.000000 Penalty: 5700.785156
	Iteration 24Q: 3 clusters Score -1.102674e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -11027038.000000 Penalty: 5700.785156
	Iteration 25Q: 3 clusters Score -1.102704e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -11027408.000000 Penalty: 5700.785156
	Iteration 26Q: 3 clusters Score -1.102741e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -11028268.000000 Penalty: 5700.785156
	Iteration 27Q: 3 clusters Score -1.102827e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -11029925.000000 Penalty: 5700.785156
	Iteration 28Q: 3 clusters Score -1.102992e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -11031893.000000 Penalty: 5700.785156
	Iteration 29Q: 3 clusters Score -1.103189e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -11033143.000000 Penalty: 5700.785156
	Iteration 30Q: 3 clusters Score -1.103314e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -11033535.000000 Penalty: 5700.785156
	Iteration 31Q: 3 clusters Score -1.103354e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -11033718.000000 Penalty: 5700.785156
	Iteration 32Q: 3 clusters Score -1.103372e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -11033811.000000 Penalty: 5700.785156
	Iteration 33Q: 3 clusters Score -1.103381e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -11033861.000000 Penalty: 5700.785156
	Iteration 34Q: 3 clusters Score -1.103386e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -11033860.000000 Penalty: 5700.785156
	Iteration 35Q: 3 clusters Score -1.103386e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -11033857.000000 Penalty: 5700.785156
	Iteration 36Q: 3 clusters Score -1.103386e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -11033844.000000 Penalty: 5700.785156
	Iteration 37Q: 3 clusters Score -1.103384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -11033850.000000 Penalty: 5700.785156
	Iteration 38Q: 3 clusters Score -1.103385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -11033838.000000 Penalty: 5700.785156
	Iteration 39Q: 3 clusters Score -1.103384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -11033831.000000 Penalty: 5700.785156
	Iteration 40F: 3 clusters Score -1.103383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -11033834.000000 Penalty: 5700.785156
	Iteration 41Q: 3 clusters Score -1.103383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -11033835.000000 Penalty: 5700.785156
	Iteration 42Q: 3 clusters Score -1.103384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -11033827.000000 Penalty: 5700.785156
	Iteration 43Q: 3 clusters Score -1.103383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -11033823.000000 Penalty: 5700.785156
	Iteration 44Q: 3 clusters Score -1.103382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -11033825.000000 Penalty: 5700.785156
	Iteration 45Q: 3 clusters Score -1.103382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -11033818.000000 Penalty: 5700.785156
	Iteration 46Q: 3 clusters Score -1.103382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -11033818.000000 Penalty: 5700.785156
	Iteration 47Q: 3 clusters Score -1.103382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -11033828.000000 Penalty: 5700.785156
	Iteration 48Q: 3 clusters Score -1.103383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -11033829.000000 Penalty: 5700.785156
	Iteration 49Q: 3 clusters Score -1.103383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -11033822.000000 Penalty: 5700.785156
	Iteration 50Q: 3 clusters Score -1.103382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -11033824.000000 Penalty: 5700.785156
	Iteration 51Q: 3 clusters Score -1.103382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -11033833.000000 Penalty: 5700.785156
	Iteration 52Q: 3 clusters Score -1.103383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -11033831.000000 Penalty: 5700.785156
	Iteration 53Q: 3 clusters Score -1.103383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -11033837.000000 Penalty: 5700.785156
	Iteration 54Q: 3 clusters Score -1.103384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 70162 members 
Entering Unmasked Estep 
Score: -11033829.000000 Penalty: 5700.785156
	Iteration 55Q: 3 clusters Score -1.103383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -11033829.000000 Penalty: 5700.785156
	Iteration 56Q: 3 clusters Score -1.103383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -11033826.000000 Penalty: 5700.785156
	Iteration 57Q: 3 clusters Score -1.103383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -11033831.000000 Penalty: 5700.785156
	Iteration 58Q: 3 clusters Score -1.103383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -11033834.000000 Penalty: 5700.785156
	Iteration 59Q: 3 clusters Score -1.103383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -11033833.000000 Penalty: 5700.785156
	Iteration 60F: 3 clusters Score -1.103383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -11033836.000000 Penalty: 5700.785156
	Iteration 61Q: 3 clusters Score -1.103384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -11033829.000000 Penalty: 5700.785156
	Iteration 62Q: 3 clusters Score -1.103383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -11033837.000000 Penalty: 5700.785156
	Iteration 63Q: 3 clusters Score -1.103384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -11033826.000000 Penalty: 5700.785156
	Iteration 64Q: 3 clusters Score -1.103383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
Score: -11033824.000000 Penalty: 5700.785156
	Iteration 65Q: 3 clusters Score -1.103382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -11033827.000000 Penalty: 5700.785156
	Iteration 66Q: 3 clusters Score -1.103383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -11033826.000000 Penalty: 5700.785156
	Iteration 67Q: 3 clusters Score -1.103383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -11033820.000000 Penalty: 5700.785156
	Iteration 68Q: 3 clusters Score -1.103382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -11033825.000000 Penalty: 5700.785156
	Iteration 69Q: 3 clusters Score -1.103382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -11033838.000000 Penalty: 5700.785156
	Iteration 70Q: 3 clusters Score -1.103384e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -11033836.000000 Penalty: 5700.785156
	Iteration 71Q: 3 clusters Score -1.103384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -11033843.000000 Penalty: 5700.785156
	Iteration 72Q: 3 clusters Score -1.103384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -11033844.000000 Penalty: 5700.785156
	Iteration 73Q: 3 clusters Score -1.103384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -11033827.000000 Penalty: 5700.785156
	Iteration 74Q: 3 clusters Score -1.103383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -11033830.000000 Penalty: 5700.785156
	Iteration 75Q: 3 clusters Score -1.103383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -11033826.000000 Penalty: 5700.785156
	Iteration 76Q: 3 clusters Score -1.103383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -11033840.000000 Penalty: 5700.785156
	Iteration 77Q: 3 clusters Score -1.103384e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -11033832.000000 Penalty: 5700.785156
	Iteration 78Q: 3 clusters Score -1.103383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -11033819.000000 Penalty: 5700.785156
	Iteration 79Q: 3 clusters Score -1.103382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -11033830.000000 Penalty: 5700.785156
	Iteration 80F: 3 clusters Score -1.103383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -11033826.000000 Penalty: 5700.785156
	Iteration 81Q: 3 clusters Score -1.103383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -11033835.000000 Penalty: 5700.785156
	Iteration 82Q: 3 clusters Score -1.103384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -11033836.000000 Penalty: 5700.785156
	Iteration 83Q: 3 clusters Score -1.103384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -11033819.000000 Penalty: 5700.785156
	Iteration 84Q: 3 clusters Score -1.103382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -11033830.000000 Penalty: 5700.785156
	Iteration 85Q: 3 clusters Score -1.103383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -11033844.000000 Penalty: 5700.785156
	Iteration 86Q: 3 clusters Score -1.103384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -11033845.000000 Penalty: 5700.785156
	Iteration 87Q: 3 clusters Score -1.103384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -11033839.000000 Penalty: 5700.785156
	Iteration 88Q: 3 clusters Score -1.103384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -11033826.000000 Penalty: 5700.785156
	Iteration 89Q: 3 clusters Score -1.103383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -11033832.000000 Penalty: 5700.785156
	Iteration 90Q: 3 clusters Score -1.103383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -11033821.000000 Penalty: 5700.785156
	Iteration 91Q: 3 clusters Score -1.103382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -11033828.000000 Penalty: 5700.785156
	Iteration 92Q: 3 clusters Score -1.103383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -11033827.000000 Penalty: 5700.785156
	Iteration 93Q: 3 clusters Score -1.103383e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -11033843.000000 Penalty: 5700.785156
	Iteration 94Q: 3 clusters Score -1.103384e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -11033827.000000 Penalty: 5700.785156
	Iteration 95Q: 3 clusters Score -1.103383e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -11033819.000000 Penalty: 5700.785156
	Iteration 96Q: 3 clusters Score -1.103382e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -11033811.000000 Penalty: 5700.785156
	Iteration 97Q: 3 clusters Score -1.103381e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -11033819.000000 Penalty: 5700.785156
	Iteration 98Q: 3 clusters Score -1.103382e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -11033843.000000 Penalty: 5700.785156
	Iteration 99Q: 3 clusters Score -1.103384e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -11033820.000000 Penalty: 5700.785156
	Iteration 100F: 3 clusters Score -1.103382e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -11033852.000000 Penalty: 5700.785156
	Iteration 101Q: 3 clusters Score -1.103385e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -11033853.000000 Penalty: 5700.785156
	Iteration 102Q: 3 clusters Score -1.103385e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -11033832.000000 Penalty: 5700.785156
	Iteration 103Q: 3 clusters Score -1.103383e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -11033867.000000 Penalty: 5700.785156
	Iteration 104Q: 3 clusters Score -1.103387e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -11033900.000000 Penalty: 5700.785156
	Iteration 105Q: 3 clusters Score -1.10339e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -11033922.000000 Penalty: 5700.785156
	Iteration 106Q: 3 clusters Score -1.103392e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -11033943.000000 Penalty: 5700.785156
	Iteration 107Q: 3 clusters Score -1.103394e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -11033955.000000 Penalty: 5700.785156
	Iteration 108Q: 3 clusters Score -1.103396e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -11033975.000000 Penalty: 5700.785156
	Iteration 109Q: 3 clusters Score -1.103398e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -11034000.000000 Penalty: 5700.785156
	Iteration 110Q: 3 clusters Score -1.1034e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -11034018.000000 Penalty: 5700.785156
	Iteration 111Q: 3 clusters Score -1.103402e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -11034025.000000 Penalty: 5700.785156
	Iteration 112Q: 3 clusters Score -1.103402e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -11034071.000000 Penalty: 5700.785156
	Iteration 113Q: 3 clusters Score -1.103407e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -11034086.000000 Penalty: 5700.785156
	Iteration 114Q: 3 clusters Score -1.103409e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -11034110.000000 Penalty: 5700.785156
	Iteration 115Q: 3 clusters Score -1.103411e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -11034140.000000 Penalty: 5700.785156
	Iteration 116Q: 3 clusters Score -1.103414e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -11034177.000000 Penalty: 5700.785156
	Iteration 117Q: 3 clusters Score -1.103418e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -11034212.000000 Penalty: 5700.785156
	Iteration 118Q: 3 clusters Score -1.103421e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -11034231.000000 Penalty: 5700.785156
	Iteration 119Q: 3 clusters Score -1.103423e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -11034292.000000 Penalty: 5700.785156
	Iteration 120F: 3 clusters Score -1.103429e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -11034286.000000 Penalty: 5700.785156
	Iteration 121Q: 3 clusters Score -1.103429e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -11034315.000000 Penalty: 5700.785156
	Iteration 122Q: 3 clusters Score -1.103432e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -11034334.000000 Penalty: 5700.785156
	Iteration 123Q: 3 clusters Score -1.103433e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -11034396.000000 Penalty: 5700.785156
	Iteration 124Q: 3 clusters Score -1.10344e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -11034393.000000 Penalty: 5700.785156
	Iteration 125Q: 3 clusters Score -1.103439e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -11034417.000000 Penalty: 5700.785156
	Iteration 126Q: 3 clusters Score -1.103442e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -11034404.000000 Penalty: 5700.785156
	Iteration 127Q: 3 clusters Score -1.10344e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -11034400.000000 Penalty: 5700.785156
	Iteration 128Q: 3 clusters Score -1.10344e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -11034423.000000 Penalty: 5700.785156
	Iteration 129Q: 3 clusters Score -1.103442e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -11034457.000000 Penalty: 5700.785156
	Iteration 130Q: 3 clusters Score -1.103446e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -11034469.000000 Penalty: 5700.785156
	Iteration 131Q: 3 clusters Score -1.103447e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -11034491.000000 Penalty: 5700.785156
	Iteration 132Q: 3 clusters Score -1.103449e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -11034494.000000 Penalty: 5700.785156
	Iteration 133Q: 3 clusters Score -1.103449e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -11034514.000000 Penalty: 5700.785156
	Iteration 134Q: 3 clusters Score -1.103451e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -11034517.000000 Penalty: 5700.785156
	Iteration 135Q: 3 clusters Score -1.103452e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -11034512.000000 Penalty: 5700.785156
	Iteration 136Q: 3 clusters Score -1.103451e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -11034507.000000 Penalty: 5700.785156
	Iteration 137Q: 3 clusters Score -1.103451e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -11034523.000000 Penalty: 5700.785156
	Iteration 138Q: 3 clusters Score -1.103452e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -11034528.000000 Penalty: 5700.785156
	Iteration 139Q: 3 clusters Score -1.103453e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -11034527.000000 Penalty: 5700.785156
	Iteration 140F: 3 clusters Score -1.103453e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -11034519.000000 Penalty: 5700.785156
	Iteration 141Q: 3 clusters Score -1.103452e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -11034516.000000 Penalty: 5700.785156
	Iteration 142Q: 3 clusters Score -1.103452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -11034500.000000 Penalty: 5700.785156
	Iteration 143Q: 3 clusters Score -1.10345e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -11034514.000000 Penalty: 5700.785156
	Iteration 144Q: 3 clusters Score -1.103451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -11034509.000000 Penalty: 5700.785156
	Iteration 145Q: 3 clusters Score -1.103451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -11034505.000000 Penalty: 5700.785156
	Iteration 146Q: 3 clusters Score -1.10345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -11034505.000000 Penalty: 5700.785156
	Iteration 147Q: 3 clusters Score -1.10345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -11034492.000000 Penalty: 5700.785156
	Iteration 148Q: 3 clusters Score -1.103449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -11034488.000000 Penalty: 5700.785156
	Iteration 149Q: 3 clusters Score -1.103449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -11034502.000000 Penalty: 5700.785156
	Iteration 150Q: 3 clusters Score -1.10345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -11034501.000000 Penalty: 5700.785156
	Iteration 151Q: 3 clusters Score -1.10345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -11034495.000000 Penalty: 5700.785156
	Iteration 152Q: 3 clusters Score -1.10345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -11034514.000000 Penalty: 5700.785156
	Iteration 153Q: 3 clusters Score -1.103451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -11034505.000000 Penalty: 5700.785156
	Iteration 154Q: 3 clusters Score -1.10345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -11034488.000000 Penalty: 5700.785156
	Iteration 155Q: 3 clusters Score -1.103449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -11034486.000000 Penalty: 5700.785156
	Iteration 156Q: 3 clusters Score -1.103449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -11034484.000000 Penalty: 5700.785156
	Iteration 157Q: 3 clusters Score -1.103448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -11034494.000000 Penalty: 5700.785156
	Iteration 158Q: 3 clusters Score -1.103449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -11034494.000000 Penalty: 5700.785156
	Iteration 159Q: 3 clusters Score -1.103449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -11034501.000000 Penalty: 5700.785156
	Iteration 160F: 3 clusters Score -1.10345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -11034500.000000 Penalty: 5700.785156
	Iteration 161Q: 3 clusters Score -1.10345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -11034503.000000 Penalty: 5700.785156
	Iteration 162Q: 3 clusters Score -1.10345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -11034496.000000 Penalty: 5700.785156
	Iteration 163Q: 3 clusters Score -1.10345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -11034501.000000 Penalty: 5700.785156
	Iteration 164Q: 3 clusters Score -1.10345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -11034500.000000 Penalty: 5700.785156
	Iteration 165Q: 3 clusters Score -1.10345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -11034501.000000 Penalty: 5700.785156
	Iteration 166Q: 3 clusters Score -1.10345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -11034494.000000 Penalty: 5700.785156
	Iteration 167Q: 3 clusters Score -1.103449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -11034498.000000 Penalty: 5700.785156
	Iteration 168Q: 3 clusters Score -1.10345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -11034498.000000 Penalty: 5700.785156
	Iteration 169Q: 3 clusters Score -1.10345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -11034498.000000 Penalty: 5700.785156
	Iteration 170F: 3 clusters Score -1.10345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 35068 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 13134 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 4475 members 
Mstep: Class 43 contains 836 members 
Mstep: Class 44 contains 53146 members 
Mstep: Class 45 contains 3821 members 
Mstep: Class 46 contains 53397 members 
Mstep: Class 47 contains 63010 members 
Entering Unmasked Estep 
Score: -139187200.000000 Penalty: 164016.671875
Splitting cluster 27 changes total score from -139127792.000000 to -139187200.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (57270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Entering Unmasked Estep 
Score: -6444724.000000 Penalty: 2716.971924
	Iteration 0F: 2 clusters Score -6444724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -6406295.500000 Penalty: 5433.943848
	Iteration 0F: 3 clusters Score -6406296 nChanged 26698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -6421233.000000 Penalty: 5433.943848
	Iteration 1F: 3 clusters Score -6421233 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -6422058.500000 Penalty: 5433.943848
	Iteration 2Q: 3 clusters Score -6422058 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -6423128.000000 Penalty: 5433.943848
	Iteration 3Q: 3 clusters Score -6423128 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -6424508.000000 Penalty: 5433.943848
	Iteration 4F: 3 clusters Score -6424508 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -6426251.500000 Penalty: 5433.943848
	Iteration 5F: 3 clusters Score -6426252 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -6428226.500000 Penalty: 5433.943848
	Iteration 6F: 3 clusters Score -6428226 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -6430225.000000 Penalty: 5433.943848
	Iteration 7F: 3 clusters Score -6430225 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -6432050.000000 Penalty: 5433.943848
	Iteration 8F: 3 clusters Score -6432050 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -6433838.000000 Penalty: 5433.943848
	Iteration 9F: 3 clusters Score -6433838 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -6435525.000000 Penalty: 5433.943848
	Iteration 10Q: 3 clusters Score -6435525 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -6437177.000000 Penalty: 5433.943848
	Iteration 11Q: 3 clusters Score -6437177 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -6438589.000000 Penalty: 5433.943848
	Iteration 12Q: 3 clusters Score -6438589 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -6439899.500000 Penalty: 5433.943848
	Iteration 13Q: 3 clusters Score -6439900 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -6441029.500000 Penalty: 5433.943848
	Iteration 14Q: 3 clusters Score -6441030 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -6441977.000000 Penalty: 5433.943848
	Iteration 15Q: 3 clusters Score -6441977 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -6442523.500000 Penalty: 5433.943848
	Iteration 16Q: 3 clusters Score -6442524 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -6442828.000000 Penalty: 5433.943848
	Iteration 17Q: 3 clusters Score -6442828 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -6442992.500000 Penalty: 5433.943848
	Iteration 18Q: 3 clusters Score -6442992 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -6443100.000000 Penalty: 5433.943848
	Iteration 19Q: 3 clusters Score -6443100 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -6443185.500000 Penalty: 5433.943848
	Iteration 20F: 3 clusters Score -6443186 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6443253.500000 Penalty: 5433.943848
	Iteration 21Q: 3 clusters Score -6443254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6443279.000000 Penalty: 5433.943848
	Iteration 22Q: 3 clusters Score -6443279 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -6443288.500000 Penalty: 5433.943848
	Iteration 23Q: 3 clusters Score -6443288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -6443322.000000 Penalty: 5433.943848
	Iteration 24Q: 3 clusters Score -6443322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6443325.000000 Penalty: 5433.943848
	Iteration 25Q: 3 clusters Score -6443325 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -6443340.000000 Penalty: 5433.943848
	Iteration 26Q: 3 clusters Score -6443340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -6443366.500000 Penalty: 5433.943848
	Iteration 27Q: 3 clusters Score -6443366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6443380.500000 Penalty: 5433.943848
	Iteration 28Q: 3 clusters Score -6443380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -6443422.000000 Penalty: 5433.943848
	Iteration 29Q: 3 clusters Score -6443422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6443420.000000 Penalty: 5433.943848
	Iteration 30Q: 3 clusters Score -6443420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -6443439.000000 Penalty: 5433.943848
	Iteration 31Q: 3 clusters Score -6443439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -6443452.500000 Penalty: 5433.943848
	Iteration 32Q: 3 clusters Score -6443452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6443451.500000 Penalty: 5433.943848
	Iteration 33Q: 3 clusters Score -6443452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -6443464.500000 Penalty: 5433.943848
	Iteration 34Q: 3 clusters Score -6443464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -6443488.500000 Penalty: 5433.943848
	Iteration 35Q: 3 clusters Score -6443488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -6443494.500000 Penalty: 5433.943848
	Iteration 36Q: 3 clusters Score -6443494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6443508.000000 Penalty: 5433.943848
	Iteration 37Q: 3 clusters Score -6443508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -6443502.500000 Penalty: 5433.943848
	Iteration 38Q: 3 clusters Score -6443502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6443517.500000 Penalty: 5433.943848
	Iteration 39Q: 3 clusters Score -6443518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6443518.500000 Penalty: 5433.943848
	Iteration 40F: 3 clusters Score -6443518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6443531.000000 Penalty: 5433.943848
	Iteration 41Q: 3 clusters Score -6443531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6443535.000000 Penalty: 5433.943848
	Iteration 42Q: 3 clusters Score -6443535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6443533.000000 Penalty: 5433.943848
	Iteration 43Q: 3 clusters Score -6443533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -6443540.500000 Penalty: 5433.943848
	Iteration 44Q: 3 clusters Score -6443540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6443532.500000 Penalty: 5433.943848
	Iteration 45Q: 3 clusters Score -6443532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6443535.500000 Penalty: 5433.943848
	Iteration 46Q: 3 clusters Score -6443536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -6443547.500000 Penalty: 5433.943848
	Iteration 47Q: 3 clusters Score -6443548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6443549.500000 Penalty: 5433.943848
	Iteration 48Q: 3 clusters Score -6443550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6443549.500000 Penalty: 5433.943848
	Iteration 49Q: 3 clusters Score -6443550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6443551.000000 Penalty: 5433.943848
	Iteration 50Q: 3 clusters Score -6443551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6443553.000000 Penalty: 5433.943848
	Iteration 51Q: 3 clusters Score -6443553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6443550.500000 Penalty: 5433.943848
	Iteration 52Q: 3 clusters Score -6443550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -6443554.000000 Penalty: 5433.943848
	Iteration 53Q: 3 clusters Score -6443554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6443557.000000 Penalty: 5433.943848
	Iteration 54Q: 3 clusters Score -6443557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6443558.000000 Penalty: 5433.943848
	Iteration 55Q: 3 clusters Score -6443558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6443560.000000 Penalty: 5433.943848
	Iteration 56Q: 3 clusters Score -6443560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6443558.500000 Penalty: 5433.943848
	Iteration 57Q: 3 clusters Score -6443558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6443551.500000 Penalty: 5433.943848
	Iteration 58Q: 3 clusters Score -6443552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6443549.000000 Penalty: 5433.943848
	Iteration 59Q: 3 clusters Score -6443549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6443555.500000 Penalty: 5433.943848
	Iteration 60F: 3 clusters Score -6443556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -6443556.000000 Penalty: 5433.943848
	Iteration 61Q: 3 clusters Score -6443556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -6443563.000000 Penalty: 5433.943848
	Iteration 62Q: 3 clusters Score -6443563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6443562.500000 Penalty: 5433.943848
	Iteration 63Q: 3 clusters Score -6443562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6443562.500000 Penalty: 5433.943848
	Iteration 64Q: 3 clusters Score -6443562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -6443564.000000 Penalty: 5433.943848
	Iteration 65Q: 3 clusters Score -6443564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6443557.000000 Penalty: 5433.943848
	Iteration 66Q: 3 clusters Score -6443557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6443561.000000 Penalty: 5433.943848
	Iteration 67Q: 3 clusters Score -6443561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6443561.500000 Penalty: 5433.943848
	Iteration 68Q: 3 clusters Score -6443562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6443552.000000 Penalty: 5433.943848
	Iteration 69Q: 3 clusters Score -6443552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6443556.500000 Penalty: 5433.943848
	Iteration 70Q: 3 clusters Score -6443556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6443563.000000 Penalty: 5433.943848
	Iteration 71Q: 3 clusters Score -6443563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6443568.000000 Penalty: 5433.943848
	Iteration 72Q: 3 clusters Score -6443568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6443566.500000 Penalty: 5433.943848
	Iteration 73Q: 3 clusters Score -6443566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6443566.000000 Penalty: 5433.943848
	Iteration 74Q: 3 clusters Score -6443566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6443572.500000 Penalty: 5433.943848
	Iteration 75Q: 3 clusters Score -6443572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6443570.500000 Penalty: 5433.943848
	Iteration 76Q: 3 clusters Score -6443570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6443571.500000 Penalty: 5433.943848
	Iteration 77Q: 3 clusters Score -6443572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6443571.500000 Penalty: 5433.943848
	Iteration 78Q: 3 clusters Score -6443572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6443573.500000 Penalty: 5433.943848
	Iteration 79Q: 3 clusters Score -6443574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -6443574.500000 Penalty: 5433.943848
	Iteration 80F: 3 clusters Score -6443574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6443566.000000 Penalty: 5433.943848
	Iteration 81Q: 3 clusters Score -6443566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6443574.000000 Penalty: 5433.943848
	Iteration 82Q: 3 clusters Score -6443574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -6443570.000000 Penalty: 5433.943848
	Iteration 83Q: 3 clusters Score -6443570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6443564.500000 Penalty: 5433.943848
	Iteration 84Q: 3 clusters Score -6443564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6443565.000000 Penalty: 5433.943848
	Iteration 85Q: 3 clusters Score -6443565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6443570.500000 Penalty: 5433.943848
	Iteration 86Q: 3 clusters Score -6443570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6443570.500000 Penalty: 5433.943848
	Iteration 87Q: 3 clusters Score -6443570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6443574.500000 Penalty: 5433.943848
	Iteration 88Q: 3 clusters Score -6443574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6443561.000000 Penalty: 5433.943848
	Iteration 89Q: 3 clusters Score -6443561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6443569.000000 Penalty: 5433.943848
	Iteration 90Q: 3 clusters Score -6443569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -6443570.500000 Penalty: 5433.943848
	Iteration 91Q: 3 clusters Score -6443570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6443565.500000 Penalty: 5433.943848
	Iteration 92Q: 3 clusters Score -6443566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6443564.500000 Penalty: 5433.943848
	Iteration 93Q: 3 clusters Score -6443564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6443569.500000 Penalty: 5433.943848
	Iteration 94Q: 3 clusters Score -6443570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6443579.000000 Penalty: 5433.943848
	Iteration 95Q: 3 clusters Score -6443579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6443577.500000 Penalty: 5433.943848
	Iteration 96Q: 3 clusters Score -6443578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6443577.000000 Penalty: 5433.943848
	Iteration 97Q: 3 clusters Score -6443577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6443577.000000 Penalty: 5433.943848
	Iteration 98F: 3 clusters Score -6443577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Entering Unmasked Estep 
Score: -1128260.250000 Penalty: 2304.236328
	Iteration 0F: 2 clusters Score -1128260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1120113.750000 Penalty: 4608.472656
	Iteration 0F: 3 clusters Score -1120114 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1122691.125000 Penalty: 4608.472656
	Iteration 1F: 3 clusters Score -1122691 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1123246.125000 Penalty: 4608.472656
	Iteration 2F: 3 clusters Score -1123246 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1123894.125000 Penalty: 4608.472656
	Iteration 3F: 3 clusters Score -1123894 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1124566.125000 Penalty: 4608.472656
	Iteration 4F: 3 clusters Score -1124566 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1125146.750000 Penalty: 4608.472656
	Iteration 5F: 3 clusters Score -1125147 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1125695.000000 Penalty: 4608.472656
	Iteration 6F: 3 clusters Score -1125695 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1126166.000000 Penalty: 4608.472656
	Iteration 7F: 3 clusters Score -1126166 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1126510.250000 Penalty: 4608.472656
	Iteration 8Q: 3 clusters Score -1126510 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1126733.750000 Penalty: 4608.472656
	Iteration 9Q: 3 clusters Score -1126734 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1126885.125000 Penalty: 4608.472656
	Iteration 10Q: 3 clusters Score -1126885 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1126999.375000 Penalty: 4608.472656
	Iteration 11Q: 3 clusters Score -1126999 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1127091.625000 Penalty: 4608.472656
	Iteration 12Q: 3 clusters Score -1127092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1127153.500000 Penalty: 4608.472656
	Iteration 13Q: 3 clusters Score -1127154 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1127203.125000 Penalty: 4608.472656
	Iteration 14Q: 3 clusters Score -1127203 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1127244.500000 Penalty: 4608.472656
	Iteration 15Q: 3 clusters Score -1127244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1127276.875000 Penalty: 4608.472656
	Iteration 16Q: 3 clusters Score -1127277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1127312.875000 Penalty: 4608.472656
	Iteration 17Q: 3 clusters Score -1127313 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1127348.250000 Penalty: 4608.472656
	Iteration 18Q: 3 clusters Score -1127348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1127391.875000 Penalty: 4608.472656
	Iteration 19Q: 3 clusters Score -1127392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1127430.625000 Penalty: 4608.472656
	Iteration 20F: 3 clusters Score -1127431 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1127457.125000 Penalty: 4608.472656
	Iteration 21Q: 3 clusters Score -1127457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1127486.750000 Penalty: 4608.472656
	Iteration 22Q: 3 clusters Score -1127487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1127503.750000 Penalty: 4608.472656
	Iteration 23Q: 3 clusters Score -1127504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1127523.125000 Penalty: 4608.472656
	Iteration 24Q: 3 clusters Score -1127523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1127538.875000 Penalty: 4608.472656
	Iteration 25Q: 3 clusters Score -1127539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1127546.250000 Penalty: 4608.472656
	Iteration 26Q: 3 clusters Score -1127546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1127554.875000 Penalty: 4608.472656
	Iteration 27Q: 3 clusters Score -1127555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1127568.250000 Penalty: 4608.472656
	Iteration 28Q: 3 clusters Score -1127568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1127569.500000 Penalty: 4608.472656
	Iteration 29Q: 3 clusters Score -1127570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1127575.750000 Penalty: 4608.472656
	Iteration 30Q: 3 clusters Score -1127576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1127583.500000 Penalty: 4608.472656
	Iteration 31Q: 3 clusters Score -1127584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1127587.625000 Penalty: 4608.472656
	Iteration 32Q: 3 clusters Score -1127588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1127591.750000 Penalty: 4608.472656
	Iteration 33Q: 3 clusters Score -1127592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1127598.750000 Penalty: 4608.472656
	Iteration 34Q: 3 clusters Score -1127599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1127605.625000 Penalty: 4608.472656
	Iteration 35Q: 3 clusters Score -1127606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1127614.000000 Penalty: 4608.472656
	Iteration 36Q: 3 clusters Score -1127614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1127621.000000 Penalty: 4608.472656
	Iteration 37Q: 3 clusters Score -1127621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1127635.375000 Penalty: 4608.472656
	Iteration 38Q: 3 clusters Score -1127635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1127642.250000 Penalty: 4608.472656
	Iteration 39Q: 3 clusters Score -1127642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1127649.750000 Penalty: 4608.472656
	Iteration 40F: 3 clusters Score -1127650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1127656.875000 Penalty: 4608.472656
	Iteration 41Q: 3 clusters Score -1127657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1127673.125000 Penalty: 4608.472656
	Iteration 42Q: 3 clusters Score -1127673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1127677.000000 Penalty: 4608.472656
	Iteration 43Q: 3 clusters Score -1127677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1127690.750000 Penalty: 4608.472656
	Iteration 44Q: 3 clusters Score -1127691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1127703.250000 Penalty: 4608.472656
	Iteration 45Q: 3 clusters Score -1127703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1127725.375000 Penalty: 4608.472656
	Iteration 46Q: 3 clusters Score -1127725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1127738.875000 Penalty: 4608.472656
	Iteration 47Q: 3 clusters Score -1127739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1127755.000000 Penalty: 4608.472656
	Iteration 48Q: 3 clusters Score -1127755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1127763.125000 Penalty: 4608.472656
	Iteration 49Q: 3 clusters Score -1127763 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1127781.250000 Penalty: 4608.472656
	Iteration 50Q: 3 clusters Score -1127781 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1127800.125000 Penalty: 4608.472656
	Iteration 51Q: 3 clusters Score -1127800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1127811.500000 Penalty: 4608.472656
	Iteration 52Q: 3 clusters Score -1127812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1127823.625000 Penalty: 4608.472656
	Iteration 53Q: 3 clusters Score -1127824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1127835.500000 Penalty: 4608.472656
	Iteration 54Q: 3 clusters Score -1127836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1127839.500000 Penalty: 4608.472656
	Iteration 55Q: 3 clusters Score -1127840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1127842.750000 Penalty: 4608.472656
	Iteration 56Q: 3 clusters Score -1127843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1127844.500000 Penalty: 4608.472656
	Iteration 57Q: 3 clusters Score -1127844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1127848.625000 Penalty: 4608.472656
	Iteration 58Q: 3 clusters Score -1127849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1127852.375000 Penalty: 4608.472656
	Iteration 59Q: 3 clusters Score -1127852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1127856.500000 Penalty: 4608.472656
	Iteration 60F: 3 clusters Score -1127856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1127859.875000 Penalty: 4608.472656
	Iteration 61Q: 3 clusters Score -1127860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1127863.000000 Penalty: 4608.472656
	Iteration 62Q: 3 clusters Score -1127863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1127872.250000 Penalty: 4608.472656
	Iteration 63Q: 3 clusters Score -1127872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1127877.625000 Penalty: 4608.472656
	Iteration 64Q: 3 clusters Score -1127878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1127880.125000 Penalty: 4608.472656
	Iteration 65Q: 3 clusters Score -1127880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1127887.000000 Penalty: 4608.472656
	Iteration 66Q: 3 clusters Score -1127887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1127887.000000 Penalty: 4608.472656
	Iteration 67Q: 3 clusters Score -1127887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1127887.875000 Penalty: 4608.472656
	Iteration 68Q: 3 clusters Score -1127888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1127886.250000 Penalty: 4608.472656
	Iteration 69Q: 3 clusters Score -1127886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1127892.500000 Penalty: 4608.472656
	Iteration 70Q: 3 clusters Score -1127892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1127893.500000 Penalty: 4608.472656
	Iteration 71Q: 3 clusters Score -1127894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1127895.250000 Penalty: 4608.472656
	Iteration 72Q: 3 clusters Score -1127895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1127896.125000 Penalty: 4608.472656
	Iteration 73Q: 3 clusters Score -1127896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1127896.500000 Penalty: 4608.472656
	Iteration 74Q: 3 clusters Score -1127896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1127897.750000 Penalty: 4608.472656
	Iteration 75Q: 3 clusters Score -1127898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1127898.500000 Penalty: 4608.472656
	Iteration 76Q: 3 clusters Score -1127898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1127898.125000 Penalty: 4608.472656
	Iteration 77Q: 3 clusters Score -1127898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1127898.125000 Penalty: 4608.472656
	Iteration 78F: 3 clusters Score -1127898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Entering Unmasked Estep 
Score: -1230252.375000 Penalty: 2313.484863
	Iteration 0F: 2 clusters Score -1230252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1221794.375000 Penalty: 4626.969727
	Iteration 0F: 3 clusters Score -1221794 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1224629.125000 Penalty: 4626.969727
	Iteration 1F: 3 clusters Score -1224629 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1225226.000000 Penalty: 4626.969727
	Iteration 2F: 3 clusters Score -1225226 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1225679.250000 Penalty: 4626.969727
	Iteration 3F: 3 clusters Score -1225679 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1226038.000000 Penalty: 4626.969727
	Iteration 4F: 3 clusters Score -1226038 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1226349.500000 Penalty: 4626.969727
	Iteration 5F: 3 clusters Score -1226350 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1226673.000000 Penalty: 4626.969727
	Iteration 6Q: 3 clusters Score -1226673 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1227046.625000 Penalty: 4626.969727
	Iteration 7F: 3 clusters Score -1227047 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1227396.750000 Penalty: 4626.969727
	Iteration 8Q: 3 clusters Score -1227397 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1227774.250000 Penalty: 4626.969727
	Iteration 9Q: 3 clusters Score -1227774 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1228165.625000 Penalty: 4626.969727
	Iteration 10Q: 3 clusters Score -1228166 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1228625.000000 Penalty: 4626.969727
	Iteration 11Q: 3 clusters Score -1228625 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1229116.500000 Penalty: 4626.969727
	Iteration 12Q: 3 clusters Score -1229116 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1229598.250000 Penalty: 4626.969727
	Iteration 13Q: 3 clusters Score -1229598 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1229904.625000 Penalty: 4626.969727
	Iteration 14Q: 3 clusters Score -1229905 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1230065.875000 Penalty: 4626.969727
	Iteration 15Q: 3 clusters Score -1230066 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1230133.000000 Penalty: 4626.969727
	Iteration 16Q: 3 clusters Score -1230133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1230161.750000 Penalty: 4626.969727
	Iteration 17Q: 3 clusters Score -1230162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1230176.250000 Penalty: 4626.969727
	Iteration 18Q: 3 clusters Score -1230176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1230187.750000 Penalty: 4626.969727
	Iteration 19Q: 3 clusters Score -1230188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1230193.625000 Penalty: 4626.969727
	Iteration 20F: 3 clusters Score -1230194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1230196.625000 Penalty: 4626.969727
	Iteration 21Q: 3 clusters Score -1230197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1230200.875000 Penalty: 4626.969727
	Iteration 22Q: 3 clusters Score -1230201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1230203.000000 Penalty: 4626.969727
	Iteration 23Q: 3 clusters Score -1230203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1230206.125000 Penalty: 4626.969727
	Iteration 24Q: 3 clusters Score -1230206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1230208.750000 Penalty: 4626.969727
	Iteration 25Q: 3 clusters Score -1230209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1230210.750000 Penalty: 4626.969727
	Iteration 26Q: 3 clusters Score -1230211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1230212.625000 Penalty: 4626.969727
	Iteration 27Q: 3 clusters Score -1230213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1230215.000000 Penalty: 4626.969727
	Iteration 28Q: 3 clusters Score -1230215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1230215.125000 Penalty: 4626.969727
	Iteration 29Q: 3 clusters Score -1230215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1230214.375000 Penalty: 4626.969727
	Iteration 30Q: 3 clusters Score -1230214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1230216.250000 Penalty: 4626.969727
	Iteration 31Q: 3 clusters Score -1230216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1230215.000000 Penalty: 4626.969727
	Iteration 32Q: 3 clusters Score -1230215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1230216.625000 Penalty: 4626.969727
	Iteration 33Q: 3 clusters Score -1230217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1230217.375000 Penalty: 4626.969727
	Iteration 34Q: 3 clusters Score -1230217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1230216.875000 Penalty: 4626.969727
	Iteration 35Q: 3 clusters Score -1230217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1230216.250000 Penalty: 4626.969727
	Iteration 36Q: 3 clusters Score -1230216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1230216.250000 Penalty: 4626.969727
	Iteration 37F: 3 clusters Score -1230216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Entering Unmasked Estep 
Score: -1073297.250000 Penalty: 2287.807861
	Iteration 0F: 2 clusters Score -1073297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1065595.250000 Penalty: 4575.615723
	Iteration 0F: 3 clusters Score -1065595 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1067901.125000 Penalty: 4575.615723
	Iteration 1F: 3 clusters Score -1067901 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1068275.250000 Penalty: 4575.615723
	Iteration 2F: 3 clusters Score -1068275 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1068638.500000 Penalty: 4575.615723
	Iteration 3F: 3 clusters Score -1068638 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1069101.250000 Penalty: 4575.615723
	Iteration 4F: 3 clusters Score -1069101 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1069680.750000 Penalty: 4575.615723
	Iteration 5F: 3 clusters Score -1069681 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1070415.625000 Penalty: 4575.615723
	Iteration 6F: 3 clusters Score -1070416 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1071150.875000 Penalty: 4575.615723
	Iteration 7F: 3 clusters Score -1071151 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1071764.875000 Penalty: 4575.615723
	Iteration 8F: 3 clusters Score -1071765 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1072176.625000 Penalty: 4575.615723
	Iteration 9F: 3 clusters Score -1072177 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1072413.125000 Penalty: 4575.615723
	Iteration 10Q: 3 clusters Score -1072413 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1072576.750000 Penalty: 4575.615723
	Iteration 11Q: 3 clusters Score -1072577 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1072697.500000 Penalty: 4575.615723
	Iteration 12Q: 3 clusters Score -1072698 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1072773.000000 Penalty: 4575.615723
	Iteration 13Q: 3 clusters Score -1072773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1072825.375000 Penalty: 4575.615723
	Iteration 14Q: 3 clusters Score -1072825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1072862.875000 Penalty: 4575.615723
	Iteration 15Q: 3 clusters Score -1072863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1072892.000000 Penalty: 4575.615723
	Iteration 16Q: 3 clusters Score -1072892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1072926.125000 Penalty: 4575.615723
	Iteration 17Q: 3 clusters Score -1072926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1072948.250000 Penalty: 4575.615723
	Iteration 18Q: 3 clusters Score -1072948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1072968.250000 Penalty: 4575.615723
	Iteration 19Q: 3 clusters Score -1072968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1072986.625000 Penalty: 4575.615723
	Iteration 20F: 3 clusters Score -1072987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1072997.500000 Penalty: 4575.615723
	Iteration 21Q: 3 clusters Score -1072998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1073009.125000 Penalty: 4575.615723
	Iteration 22Q: 3 clusters Score -1073009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1073016.750000 Penalty: 4575.615723
	Iteration 23Q: 3 clusters Score -1073017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1073024.625000 Penalty: 4575.615723
	Iteration 24Q: 3 clusters Score -1073025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1073029.750000 Penalty: 4575.615723
	Iteration 25Q: 3 clusters Score -1073030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1073031.625000 Penalty: 4575.615723
	Iteration 26Q: 3 clusters Score -1073032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1073036.000000 Penalty: 4575.615723
	Iteration 27Q: 3 clusters Score -1073036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1073036.375000 Penalty: 4575.615723
	Iteration 28Q: 3 clusters Score -1073036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1073037.000000 Penalty: 4575.615723
	Iteration 29Q: 3 clusters Score -1073037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1073037.625000 Penalty: 4575.615723
	Iteration 30Q: 3 clusters Score -1073038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1073037.625000 Penalty: 4575.615723
	Iteration 31F: 3 clusters Score -1073038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Entering Unmasked Estep 
Score: -1242502.625000 Penalty: 2351.773926
	Iteration 0F: 2 clusters Score -1242503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1232864.000000 Penalty: 4703.547852
	Iteration 0F: 3 clusters Score -1232864 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1236984.750000 Penalty: 4703.547852
	Iteration 1F: 3 clusters Score -1236985 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1238394.625000 Penalty: 4703.547852
	Iteration 2F: 3 clusters Score -1238395 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1239527.750000 Penalty: 4703.547852
	Iteration 3F: 3 clusters Score -1239528 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1240456.000000 Penalty: 4703.547852
	Iteration 4F: 3 clusters Score -1240456 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1241132.250000 Penalty: 4703.547852
	Iteration 5F: 3 clusters Score -1241132 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1241591.625000 Penalty: 4703.547852
	Iteration 6Q: 3 clusters Score -1241592 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1241905.625000 Penalty: 4703.547852
	Iteration 7Q: 3 clusters Score -1241906 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1242159.500000 Penalty: 4703.547852
	Iteration 8Q: 3 clusters Score -1242160 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1242390.750000 Penalty: 4703.547852
	Iteration 9Q: 3 clusters Score -1242391 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1242549.125000 Penalty: 4703.547852
	Iteration 10Q: 3 clusters Score -1242549 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1242676.625000 Penalty: 4703.547852
	Iteration 11Q: 3 clusters Score -1242677 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1242775.625000 Penalty: 4703.547852
	Iteration 12Q: 3 clusters Score -1242776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1242839.625000 Penalty: 4703.547852
	Iteration 13Q: 3 clusters Score -1242840 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1242892.000000 Penalty: 4703.547852
	Iteration 14Q: 3 clusters Score -1242892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1242931.625000 Penalty: 4703.547852
	Iteration 15Q: 3 clusters Score -1242932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1242960.500000 Penalty: 4703.547852
	Iteration 16Q: 3 clusters Score -1242960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1242979.250000 Penalty: 4703.547852
	Iteration 17Q: 3 clusters Score -1242979 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1243002.250000 Penalty: 4703.547852
	Iteration 18Q: 3 clusters Score -1243002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1243018.750000 Penalty: 4703.547852
	Iteration 19Q: 3 clusters Score -1243019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1243042.000000 Penalty: 4703.547852
	Iteration 20F: 3 clusters Score -1243042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1243064.625000 Penalty: 4703.547852
	Iteration 21Q: 3 clusters Score -1243065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1243083.875000 Penalty: 4703.547852
	Iteration 22Q: 3 clusters Score -1243084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1243108.875000 Penalty: 4703.547852
	Iteration 23Q: 3 clusters Score -1243109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1243137.500000 Penalty: 4703.547852
	Iteration 24Q: 3 clusters Score -1243138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1243163.750000 Penalty: 4703.547852
	Iteration 25Q: 3 clusters Score -1243164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1243191.000000 Penalty: 4703.547852
	Iteration 26Q: 3 clusters Score -1243191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1243221.250000 Penalty: 4703.547852
	Iteration 27Q: 3 clusters Score -1243221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1243251.125000 Penalty: 4703.547852
	Iteration 28Q: 3 clusters Score -1243251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1243272.500000 Penalty: 4703.547852
	Iteration 29Q: 3 clusters Score -1243272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1243289.000000 Penalty: 4703.547852
	Iteration 30Q: 3 clusters Score -1243289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1243306.375000 Penalty: 4703.547852
	Iteration 31Q: 3 clusters Score -1243306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1243319.125000 Penalty: 4703.547852
	Iteration 32Q: 3 clusters Score -1243319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1243325.500000 Penalty: 4703.547852
	Iteration 33Q: 3 clusters Score -1243326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1243335.750000 Penalty: 4703.547852
	Iteration 34Q: 3 clusters Score -1243336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1243336.875000 Penalty: 4703.547852
	Iteration 35Q: 3 clusters Score -1243337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1243344.250000 Penalty: 4703.547852
	Iteration 36Q: 3 clusters Score -1243344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1243350.500000 Penalty: 4703.547852
	Iteration 37Q: 3 clusters Score -1243350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1243354.500000 Penalty: 4703.547852
	Iteration 38Q: 3 clusters Score -1243354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1243360.125000 Penalty: 4703.547852
	Iteration 39Q: 3 clusters Score -1243360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1243365.375000 Penalty: 4703.547852
	Iteration 40F: 3 clusters Score -1243365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1243374.125000 Penalty: 4703.547852
	Iteration 41Q: 3 clusters Score -1243374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1243379.625000 Penalty: 4703.547852
	Iteration 42Q: 3 clusters Score -1243380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1243383.375000 Penalty: 4703.547852
	Iteration 43Q: 3 clusters Score -1243383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1243384.625000 Penalty: 4703.547852
	Iteration 44Q: 3 clusters Score -1243385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1243389.125000 Penalty: 4703.547852
	Iteration 45Q: 3 clusters Score -1243389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1243387.375000 Penalty: 4703.547852
	Iteration 46Q: 3 clusters Score -1243387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1243390.875000 Penalty: 4703.547852
	Iteration 47Q: 3 clusters Score -1243391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1243392.375000 Penalty: 4703.547852
	Iteration 48Q: 3 clusters Score -1243392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1243392.375000 Penalty: 4703.547852
	Iteration 49F: 3 clusters Score -1243392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 35068 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 938 members 
Mstep: Class 33 contains 21963 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 4475 members 
Mstep: Class 43 contains 836 members 
Mstep: Class 44 contains 53146 members 
Mstep: Class 45 contains 3821 members 
Mstep: Class 46 contains 53397 members 
Mstep: Class 47 contains 63010 members 
Mstep: Class 48 contains 12196 members 
Entering Unmasked Estep 
Score: -139186976.000000 Penalty: 167506.390625
Splitting cluster 32 changes total score from -139127792.000000 to -139186976.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 33 (21963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Entering Unmasked Estep 
Score: -2254273.750000 Penalty: 2479.284424
	Iteration 0F: 2 clusters Score -2254274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2238990.250000 Penalty: 4958.568848
	Iteration 0F: 3 clusters Score -2238990 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2244626.500000 Penalty: 4958.568848
	Iteration 1F: 3 clusters Score -2244626 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2245523.750000 Penalty: 4958.568848
	Iteration 2F: 3 clusters Score -2245524 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2246699.750000 Penalty: 4958.568848
	Iteration 3F: 3 clusters Score -2246700 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2248184.000000 Penalty: 4958.568848
	Iteration 4F: 3 clusters Score -2248184 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2250012.750000 Penalty: 4958.568848
	Iteration 5F: 3 clusters Score -2250013 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2251838.500000 Penalty: 4958.568848
	Iteration 6F: 3 clusters Score -2251838 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2253039.750000 Penalty: 4958.568848
	Iteration 7F: 3 clusters Score -2253040 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2253648.500000 Penalty: 4958.568848
	Iteration 8Q: 3 clusters Score -2253648 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2253936.750000 Penalty: 4958.568848
	Iteration 9Q: 3 clusters Score -2253937 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2254069.000000 Penalty: 4958.568848
	Iteration 10Q: 3 clusters Score -2254069 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2254174.250000 Penalty: 4958.568848
	Iteration 11Q: 3 clusters Score -2254174 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2254229.500000 Penalty: 4958.568848
	Iteration 12Q: 3 clusters Score -2254230 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2254275.500000 Penalty: 4958.568848
	Iteration 13Q: 3 clusters Score -2254276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2254305.250000 Penalty: 4958.568848
	Iteration 14Q: 3 clusters Score -2254305 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2254322.750000 Penalty: 4958.568848
	Iteration 15Q: 3 clusters Score -2254323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2254335.250000 Penalty: 4958.568848
	Iteration 16Q: 3 clusters Score -2254335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2254337.750000 Penalty: 4958.568848
	Iteration 17Q: 3 clusters Score -2254338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2254350.250000 Penalty: 4958.568848
	Iteration 18Q: 3 clusters Score -2254350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2254364.500000 Penalty: 4958.568848
	Iteration 19Q: 3 clusters Score -2254364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2254382.500000 Penalty: 4958.568848
	Iteration 20F: 3 clusters Score -2254382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2254393.500000 Penalty: 4958.568848
	Iteration 21Q: 3 clusters Score -2254394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2254408.000000 Penalty: 4958.568848
	Iteration 22Q: 3 clusters Score -2254408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2254412.750000 Penalty: 4958.568848
	Iteration 23Q: 3 clusters Score -2254413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2254412.250000 Penalty: 4958.568848
	Iteration 24Q: 3 clusters Score -2254412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2254414.000000 Penalty: 4958.568848
	Iteration 25Q: 3 clusters Score -2254414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2254418.250000 Penalty: 4958.568848
	Iteration 26Q: 3 clusters Score -2254418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2254415.250000 Penalty: 4958.568848
	Iteration 27Q: 3 clusters Score -2254415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2254412.250000 Penalty: 4958.568848
	Iteration 28Q: 3 clusters Score -2254412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2254424.500000 Penalty: 4958.568848
	Iteration 29Q: 3 clusters Score -2254424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2254423.500000 Penalty: 4958.568848
	Iteration 30Q: 3 clusters Score -2254424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2254426.500000 Penalty: 4958.568848
	Iteration 31Q: 3 clusters Score -2254426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2254425.250000 Penalty: 4958.568848
	Iteration 32Q: 3 clusters Score -2254425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2254424.000000 Penalty: 4958.568848
	Iteration 33Q: 3 clusters Score -2254424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2254432.750000 Penalty: 4958.568848
	Iteration 34Q: 3 clusters Score -2254433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2254432.750000 Penalty: 4958.568848
	Iteration 35Q: 3 clusters Score -2254433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2254436.750000 Penalty: 4958.568848
	Iteration 36Q: 3 clusters Score -2254437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2254441.750000 Penalty: 4958.568848
	Iteration 37Q: 3 clusters Score -2254442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2254443.250000 Penalty: 4958.568848
	Iteration 38Q: 3 clusters Score -2254443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2254452.000000 Penalty: 4958.568848
	Iteration 39Q: 3 clusters Score -2254452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2254460.750000 Penalty: 4958.568848
	Iteration 40F: 3 clusters Score -2254461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2254474.750000 Penalty: 4958.568848
	Iteration 41Q: 3 clusters Score -2254475 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2254473.000000 Penalty: 4958.568848
	Iteration 42Q: 3 clusters Score -2254473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2254493.000000 Penalty: 4958.568848
	Iteration 43Q: 3 clusters Score -2254493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2254520.750000 Penalty: 4958.568848
	Iteration 44Q: 3 clusters Score -2254521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2254546.500000 Penalty: 4958.568848
	Iteration 45Q: 3 clusters Score -2254546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2254592.750000 Penalty: 4958.568848
	Iteration 46Q: 3 clusters Score -2254593 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2254678.500000 Penalty: 4958.568848
	Iteration 47Q: 3 clusters Score -2254678 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2254842.500000 Penalty: 4958.568848
	Iteration 48Q: 3 clusters Score -2254842 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2255117.750000 Penalty: 4958.568848
	Iteration 49Q: 3 clusters Score -2255118 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2255490.250000 Penalty: 4958.568848
	Iteration 50Q: 3 clusters Score -2255490 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2255709.250000 Penalty: 4958.568848
	Iteration 51Q: 3 clusters Score -2255709 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2255820.250000 Penalty: 4958.568848
	Iteration 52Q: 3 clusters Score -2255820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2255898.250000 Penalty: 4958.568848
	Iteration 53Q: 3 clusters Score -2255898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2255958.500000 Penalty: 4958.568848
	Iteration 54Q: 3 clusters Score -2255958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2256027.000000 Penalty: 4958.568848
	Iteration 55Q: 3 clusters Score -2256027 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2256075.250000 Penalty: 4958.568848
	Iteration 56Q: 3 clusters Score -2256075 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2256123.500000 Penalty: 4958.568848
	Iteration 57Q: 3 clusters Score -2256124 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2256176.750000 Penalty: 4958.568848
	Iteration 58Q: 3 clusters Score -2256177 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2256221.500000 Penalty: 4958.568848
	Iteration 59Q: 3 clusters Score -2256222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2256266.500000 Penalty: 4958.568848
	Iteration 60F: 3 clusters Score -2256266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2256305.250000 Penalty: 4958.568848
	Iteration 61Q: 3 clusters Score -2256305 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2256355.250000 Penalty: 4958.568848
	Iteration 62Q: 3 clusters Score -2256355 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2256440.250000 Penalty: 4958.568848
	Iteration 63Q: 3 clusters Score -2256440 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2256522.750000 Penalty: 4958.568848
	Iteration 64Q: 3 clusters Score -2256523 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2256629.000000 Penalty: 4958.568848
	Iteration 65Q: 3 clusters Score -2256629 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2256689.750000 Penalty: 4958.568848
	Iteration 66Q: 3 clusters Score -2256690 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2256760.500000 Penalty: 4958.568848
	Iteration 67Q: 3 clusters Score -2256760 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2256825.000000 Penalty: 4958.568848
	Iteration 68Q: 3 clusters Score -2256825 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2256880.000000 Penalty: 4958.568848
	Iteration 69Q: 3 clusters Score -2256880 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2256949.500000 Penalty: 4958.568848
	Iteration 70Q: 3 clusters Score -2256950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2256983.750000 Penalty: 4958.568848
	Iteration 71Q: 3 clusters Score -2256984 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2257009.250000 Penalty: 4958.568848
	Iteration 72Q: 3 clusters Score -2257009 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2257049.000000 Penalty: 4958.568848
	Iteration 73Q: 3 clusters Score -2257049 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2257080.750000 Penalty: 4958.568848
	Iteration 74Q: 3 clusters Score -2257081 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2257105.750000 Penalty: 4958.568848
	Iteration 75Q: 3 clusters Score -2257106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2257126.750000 Penalty: 4958.568848
	Iteration 76Q: 3 clusters Score -2257127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2257151.250000 Penalty: 4958.568848
	Iteration 77Q: 3 clusters Score -2257151 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2257167.750000 Penalty: 4958.568848
	Iteration 78Q: 3 clusters Score -2257168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2257179.500000 Penalty: 4958.568848
	Iteration 79Q: 3 clusters Score -2257180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2257188.500000 Penalty: 4958.568848
	Iteration 80F: 3 clusters Score -2257188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2257211.000000 Penalty: 4958.568848
	Iteration 81Q: 3 clusters Score -2257211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2257225.750000 Penalty: 4958.568848
	Iteration 82Q: 3 clusters Score -2257226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2257231.000000 Penalty: 4958.568848
	Iteration 83Q: 3 clusters Score -2257231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2257241.250000 Penalty: 4958.568848
	Iteration 84Q: 3 clusters Score -2257241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2257250.000000 Penalty: 4958.568848
	Iteration 85Q: 3 clusters Score -2257250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2257260.000000 Penalty: 4958.568848
	Iteration 86Q: 3 clusters Score -2257260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2257265.750000 Penalty: 4958.568848
	Iteration 87Q: 3 clusters Score -2257266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2257271.750000 Penalty: 4958.568848
	Iteration 88Q: 3 clusters Score -2257272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2257268.500000 Penalty: 4958.568848
	Iteration 89Q: 3 clusters Score -2257268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2257270.000000 Penalty: 4958.568848
	Iteration 90Q: 3 clusters Score -2257270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2257271.500000 Penalty: 4958.568848
	Iteration 91Q: 3 clusters Score -2257272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2257274.500000 Penalty: 4958.568848
	Iteration 92Q: 3 clusters Score -2257274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2257271.250000 Penalty: 4958.568848
	Iteration 93Q: 3 clusters Score -2257271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2257277.000000 Penalty: 4958.568848
	Iteration 94Q: 3 clusters Score -2257277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2257272.500000 Penalty: 4958.568848
	Iteration 95Q: 3 clusters Score -2257272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2257274.750000 Penalty: 4958.568848
	Iteration 96Q: 3 clusters Score -2257275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2257274.750000 Penalty: 4958.568848
	Iteration 97Q: 3 clusters Score -2257275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2257279.250000 Penalty: 4958.568848
	Iteration 98Q: 3 clusters Score -2257279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2257275.500000 Penalty: 4958.568848
	Iteration 99Q: 3 clusters Score -2257276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2257276.000000 Penalty: 4958.568848
	Iteration 100F: 3 clusters Score -2257276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2257278.750000 Penalty: 4958.568848
	Iteration 101Q: 3 clusters Score -2257279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2257279.250000 Penalty: 4958.568848
	Iteration 102Q: 3 clusters Score -2257279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2257283.500000 Penalty: 4958.568848
	Iteration 103Q: 3 clusters Score -2257284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2257282.500000 Penalty: 4958.568848
	Iteration 104Q: 3 clusters Score -2257282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2257283.000000 Penalty: 4958.568848
	Iteration 105Q: 3 clusters Score -2257283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2257280.250000 Penalty: 4958.568848
	Iteration 106Q: 3 clusters Score -2257280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2257280.250000 Penalty: 4958.568848
	Iteration 107F: 3 clusters Score -2257280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 35068 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 938 members 
Mstep: Class 33 contains 14337 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 4475 members 
Mstep: Class 43 contains 836 members 
Mstep: Class 44 contains 53146 members 
Mstep: Class 45 contains 3821 members 
Mstep: Class 46 contains 53397 members 
Mstep: Class 47 contains 63010 members 
Mstep: Class 48 contains 12196 members 
Mstep: Class 49 contains 7626 members 
Entering Unmasked Estep 
Score: -139189248.000000 Penalty: 170996.109375
Splitting cluster 33 changes total score from -139127792.000000 to -139189248.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 34 (6380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Entering Unmasked Estep 
Score: -672648.375000 Penalty: 2172.708984
	Iteration 0F: 2 clusters Score -672648.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -667295.062500 Penalty: 4345.417969
	Iteration 0F: 3 clusters Score -667295.1 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -668791.500000 Penalty: 4345.417969
	Iteration 1F: 3 clusters Score -668791.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -669081.812500 Penalty: 4345.417969
	Iteration 2F: 3 clusters Score -669081.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -669351.750000 Penalty: 4345.417969
	Iteration 3F: 3 clusters Score -669351.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -669659.875000 Penalty: 4345.417969
	Iteration 4F: 3 clusters Score -669659.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -670030.250000 Penalty: 4345.417969
	Iteration 5F: 3 clusters Score -670030.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -670521.625000 Penalty: 4345.417969
	Iteration 6F: 3 clusters Score -670521.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -670999.125000 Penalty: 4345.417969
	Iteration 7F: 3 clusters Score -670999.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -671357.250000 Penalty: 4345.417969
	Iteration 8F: 3 clusters Score -671357.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -671620.312500 Penalty: 4345.417969
	Iteration 9Q: 3 clusters Score -671620.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -671771.312500 Penalty: 4345.417969
	Iteration 10Q: 3 clusters Score -671771.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -671832.312500 Penalty: 4345.417969
	Iteration 11Q: 3 clusters Score -671832.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -671857.312500 Penalty: 4345.417969
	Iteration 12Q: 3 clusters Score -671857.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -671872.937500 Penalty: 4345.417969
	Iteration 13Q: 3 clusters Score -671872.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -671885.062500 Penalty: 4345.417969
	Iteration 14Q: 3 clusters Score -671885.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -671891.687500 Penalty: 4345.417969
	Iteration 15Q: 3 clusters Score -671891.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -671895.437500 Penalty: 4345.417969
	Iteration 16Q: 3 clusters Score -671895.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -671899.437500 Penalty: 4345.417969
	Iteration 17Q: 3 clusters Score -671899.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -671901.687500 Penalty: 4345.417969
	Iteration 18Q: 3 clusters Score -671901.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -671904.750000 Penalty: 4345.417969
	Iteration 19Q: 3 clusters Score -671904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -671902.062500 Penalty: 4345.417969
	Iteration 20F: 3 clusters Score -671902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -671904.500000 Penalty: 4345.417969
	Iteration 21Q: 3 clusters Score -671904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -671906.375000 Penalty: 4345.417969
	Iteration 22Q: 3 clusters Score -671906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -671906.937500 Penalty: 4345.417969
	Iteration 23Q: 3 clusters Score -671906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -671906.812500 Penalty: 4345.417969
	Iteration 24Q: 3 clusters Score -671906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -671906.312500 Penalty: 4345.417969
	Iteration 25Q: 3 clusters Score -671906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -671906.312500 Penalty: 4345.417969
	Iteration 26F: 3 clusters Score -671906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -272870.968750 Penalty: 1969.970093
	Iteration 0F: 2 clusters Score -272871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -269938.187500 Penalty: 3939.940186
	Iteration 0F: 3 clusters Score -269938.2 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -271756.718750 Penalty: 3939.940186
	Iteration 1F: 3 clusters Score -271756.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -273085.656250 Penalty: 3939.940186
	Iteration 2F: 3 clusters Score -273085.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -274004.468750 Penalty: 3939.940186
	Iteration 3F: 3 clusters Score -274004.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -274972.156250 Penalty: 3939.940186
	Iteration 4F: 3 clusters Score -274972.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -275913.531250 Penalty: 3939.940186
	Iteration 5F: 3 clusters Score -275913.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -276684.312500 Penalty: 3939.940186
	Iteration 6Q: 3 clusters Score -276684.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -277288.937500 Penalty: 3939.940186
	Iteration 7Q: 3 clusters Score -277288.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -277632.593750 Penalty: 3939.940186
	Iteration 8Q: 3 clusters Score -277632.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -277852.156250 Penalty: 3939.940186
	Iteration 9Q: 3 clusters Score -277852.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -277977.468750 Penalty: 3939.940186
	Iteration 10Q: 3 clusters Score -277977.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -278030.750000 Penalty: 3939.940186
	Iteration 11Q: 3 clusters Score -278030.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -278114.593750 Penalty: 3939.940186
	Iteration 12Q: 3 clusters Score -278114.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -278317.750000 Penalty: 3939.940186
	Iteration 13Q: 3 clusters Score -278317.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -278533.781250 Penalty: 3939.940186
	Iteration 14Q: 3 clusters Score -278533.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -278605.625000 Penalty: 3939.940186
	Iteration 15Q: 3 clusters Score -278605.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -278618.781250 Penalty: 3939.940186
	Iteration 16Q: 3 clusters Score -278618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -278643.312500 Penalty: 3939.940186
	Iteration 17Q: 3 clusters Score -278643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -278653.031250 Penalty: 3939.940186
	Iteration 18Q: 3 clusters Score -278653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -278688.281250 Penalty: 3939.940186
	Iteration 19Q: 3 clusters Score -278688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -278876.437500 Penalty: 3939.940186
	Iteration 20F: 3 clusters Score -278876.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -279579.781250 Penalty: 3939.940186
	Iteration 21Q: 3 clusters Score -279579.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -280786.031250 Penalty: 3939.940186
	Iteration 22Q: 3 clusters Score -280786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -280844.656250 Penalty: 3939.940186
	Iteration 23Q: 3 clusters Score -280844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -280849.406250 Penalty: 3939.940186
	Iteration 24Q: 3 clusters Score -280849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -280849.406250 Penalty: 3939.940186
	Iteration 25F: 3 clusters Score -280849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 35068 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 938 members 
Mstep: Class 33 contains 14337 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 1435 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 4012 members 
Mstep: Class 39 contains 14923 members 
Mstep: Class 40 contains 24973 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 4475 members 
Mstep: Class 43 contains 836 members 
Mstep: Class 44 contains 53146 members 
Mstep: Class 45 contains 3821 members 
Mstep: Class 46 contains 53397 members 
Mstep: Class 47 contains 63010 members 
Mstep: Class 48 contains 12196 members 
Mstep: Class 49 contains 7626 members 
Mstep: Class 50 contains 1382 members 
Entering Unmasked Estep 
Score: -139195728.000000 Penalty: 174485.828125
Splitting cluster 35 changes total score from -139127792.000000 to -139195728.000000
So it's getting split into cluster 50.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 71875 members 
Mstep: Class 4 contains 218394 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 145951 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 130207 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 35068 members 
Mstep: Class 28 contains 57270 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 10148 members 
Mstep: Class 32 contains 938 members 
Mstep: Class 33 contains 14337 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139210960.000000 Penalty: 174485.828125
Iteration 79Q: 51 clusters Score -1.39211e+08 nChanged 19168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 3 contains 72512 members 
Mstep: Class 4 contains 218112 members 
Mstep: Class 5 contains 8161 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 14648 members 
Mstep: Class 8 contains 16723 members 
Mstep: Class 9 contains 146012 members 
Mstep: Class 10 contains 7081 members 
Mstep: Class 11 contains 44971 members 
Mstep: Class 12 contains 9874 members 
Mstep: Class 13 contains 109612 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 130725 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 12391 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 17794 members 
Mstep: Class 23 contains 6911 members 
Mstep: Class 24 contains 16237 members 
Mstep: Class 25 contains 4291 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 35850 members 
Mstep: Class 28 contains 57630 members 
Mstep: Class 29 contains 10798 members 
Mstep: Class 30 contains 11172 members 
Mstep: Class 31 contains 10237 members 
Mstep: Class 32 contains 1093 members 
Mstep: Class 33 contains 14511 members 
Mstep: Class 34 contains 6428 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 1007 members 
Mstep: Class 37 contains 2383 members 
Mstep: Class 38 contains 3617 members 
Mstep: Class 39 contains 14793 members 
Mstep: Class 40 contains 24101 members 
Mstep: Class 41 contains 4690 members 
Mstep: Class 42 contains 4474 members 
Mstep: Class 43 contains 834 members 
Mstep: Class 44 contains 51823 members 
Mstep: Class 45 contains 3769 members 
Mstep: Class 46 contains 51189 members 
Mstep: Class 47 contains 61461 members 
Mstep: Class 48 contains 11523 members 
Mstep: Class 49 contains 7563 members 
Mstep: Class 50 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139223888.000000 Penalty: 174485.828125
Iteration 80F: 51 clusters Score -1.392239e+08 nChanged 15622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 71629 members 
Mstep: Class 4 contains 217361 members 
Mstep: Class 5 contains 8090 members 
Mstep: Class 6 contains 2901 members 
Mstep: Class 7 contains 14554 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 145952 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 43991 members 
Mstep: Class 12 contains 9923 members 
Mstep: Class 13 contains 109663 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 4950 members 
Mstep: Class 17 contains 130689 members 
Mstep: Class 18 contains 9957 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 12324 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 22 contains 17935 members 
Mstep: Class 23 contains 6714 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 4934 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 36098 members 
Mstep: Class 28 contains 57421 members 
Mstep: Class 29 contains 10771 members 
Mstep: Class 30 contains 11103 members 
Mstep: Class 31 contains 10171 members 
Mstep: Class 32 contains 1195 members 
Mstep: Class 33 contains 14286 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 1430 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 2440 members 
Mstep: Class 38 contains 3874 members 
Mstep: Class 39 contains 15116 members 
Mstep: Class 40 contains 24132 members 
Mstep: Class 41 contains 4853 members 
Mstep: Class 42 contains 4874 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 52232 members 
Mstep: Class 45 contains 3969 members 
Mstep: Class 46 contains 51243 members 
Mstep: Class 47 contains 61890 members 
Mstep: Class 48 contains 11680 members 
Mstep: Class 49 contains 7708 members 
Mstep: Class 50 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139229568.000000 Penalty: 174485.828125
Iteration 81Q: 51 clusters Score -1.392296e+08 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 71014 members 
Mstep: Class 4 contains 216866 members 
Mstep: Class 5 contains 8062 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 14538 members 
Mstep: Class 8 contains 16139 members 
Mstep: Class 9 contains 145841 members 
Mstep: Class 10 contains 7393 members 
Mstep: Class 11 contains 43212 members 
Mstep: Class 12 contains 9972 members 
Mstep: Class 13 contains 109786 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 6496 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 130662 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 12273 members 
Mstep: Class 21 contains 13005 members 
Mstep: Class 22 contains 18089 members 
Mstep: Class 23 contains 6582 members 
Mstep: Class 24 contains 16256 members 
Mstep: Class 25 contains 5321 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 36407 members 
Mstep: Class 28 contains 57339 members 
Mstep: Class 29 contains 10778 members 
Mstep: Class 30 contains 11076 members 
Mstep: Class 31 contains 10145 members 
Mstep: Class 32 contains 1293 members 
Mstep: Class 33 contains 14112 members 
Mstep: Class 34 contains 6338 members 
Mstep: Class 35 contains 1425 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 2477 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 15359 members 
Mstep: Class 40 contains 24143 members 
Mstep: Class 41 contains 4941 members 
Mstep: Class 42 contains 5056 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 52419 members 
Mstep: Class 45 contains 4037 members 
Mstep: Class 46 contains 51124 members 
Mstep: Class 47 contains 62003 members 
Mstep: Class 48 contains 11728 members 
Mstep: Class 49 contains 7825 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139231680.000000 Penalty: 174485.828125
Iteration 82Q: 51 clusters Score -1.392317e+08 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8545 members 
Mstep: Class 3 contains 70567 members 
Mstep: Class 4 contains 216557 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 14556 members 
Mstep: Class 8 contains 16033 members 
Mstep: Class 9 contains 145720 members 
Mstep: Class 10 contains 7484 members 
Mstep: Class 11 contains 42568 members 
Mstep: Class 12 contains 10003 members 
Mstep: Class 13 contains 109854 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 6434 members 
Mstep: Class 16 contains 5162 members 
Mstep: Class 17 contains 130634 members 
Mstep: Class 18 contains 9933 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12235 members 
Mstep: Class 21 contains 12868 members 
Mstep: Class 22 contains 18202 members 
Mstep: Class 23 contains 6521 members 
Mstep: Class 24 contains 16277 members 
Mstep: Class 25 contains 5624 members 
Mstep: Class 26 contains 8161 members 
Mstep: Class 27 contains 36668 members 
Mstep: Class 28 contains 57268 members 
Mstep: Class 29 contains 10808 members 
Mstep: Class 30 contains 11068 members 
Mstep: Class 31 contains 10130 members 
Mstep: Class 32 contains 1341 members 
Mstep: Class 33 contains 13947 members 
Mstep: Class 34 contains 6324 members 
Mstep: Class 35 contains 1421 members 
Mstep: Class 36 contains 1220 members 
Mstep: Class 37 contains 2512 members 
Mstep: Class 38 contains 4279 members 
Mstep: Class 39 contains 15535 members 
Mstep: Class 40 contains 24143 members 
Mstep: Class 41 contains 5019 members 
Mstep: Class 42 contains 5135 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 52556 members 
Mstep: Class 45 contains 4067 members 
Mstep: Class 46 contains 51013 members 
Mstep: Class 47 contains 62079 members 
Mstep: Class 48 contains 11757 members 
Mstep: Class 49 contains 7915 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139232912.000000 Penalty: 174485.828125
Iteration 83Q: 51 clusters Score -1.392329e+08 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8833 members 
Mstep: Class 3 contains 70214 members 
Mstep: Class 4 contains 216338 members 
Mstep: Class 5 contains 8048 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 14574 members 
Mstep: Class 8 contains 15953 members 
Mstep: Class 9 contains 145617 members 
Mstep: Class 10 contains 7571 members 
Mstep: Class 11 contains 41999 members 
Mstep: Class 12 contains 10018 members 
Mstep: Class 13 contains 109929 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 6369 members 
Mstep: Class 16 contains 5270 members 
Mstep: Class 17 contains 130594 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 12212 members 
Mstep: Class 21 contains 12743 members 
Mstep: Class 22 contains 18300 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 16290 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 8170 members 
Mstep: Class 27 contains 36851 members 
Mstep: Class 28 contains 57198 members 
Mstep: Class 29 contains 10850 members 
Mstep: Class 30 contains 11068 members 
Mstep: Class 31 contains 10107 members 
Mstep: Class 32 contains 1371 members 
Mstep: Class 33 contains 13818 members 
Mstep: Class 34 contains 6315 members 
Mstep: Class 35 contains 1418 members 
Mstep: Class 36 contains 1245 members 
Mstep: Class 37 contains 2537 members 
Mstep: Class 38 contains 4410 members 
Mstep: Class 39 contains 15668 members 
Mstep: Class 40 contains 24164 members 
Mstep: Class 41 contains 5080 members 
Mstep: Class 42 contains 5185 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 52666 members 
Mstep: Class 45 contains 4085 members 
Mstep: Class 46 contains 50889 members 
Mstep: Class 47 contains 62149 members 
Mstep: Class 48 contains 11766 members 
Mstep: Class 49 contains 8000 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139233824.000000 Penalty: 174485.828125
Iteration 84Q: 51 clusters Score -1.392338e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9089 members 
Mstep: Class 3 contains 69950 members 
Mstep: Class 4 contains 216171 members 
Mstep: Class 5 contains 8046 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 14616 members 
Mstep: Class 8 contains 15885 members 
Mstep: Class 9 contains 145496 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 41547 members 
Mstep: Class 12 contains 10038 members 
Mstep: Class 13 contains 109957 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 6324 members 
Mstep: Class 16 contains 5363 members 
Mstep: Class 17 contains 130560 members 
Mstep: Class 18 contains 9926 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 12196 members 
Mstep: Class 21 contains 12653 members 
Mstep: Class 22 contains 18371 members 
Mstep: Class 23 contains 6458 members 
Mstep: Class 24 contains 16305 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 36992 members 
Mstep: Class 28 contains 57194 members 
Mstep: Class 29 contains 10901 members 
Mstep: Class 30 contains 11082 members 
Mstep: Class 31 contains 10098 members 
Mstep: Class 32 contains 1378 members 
Mstep: Class 33 contains 13720 members 
Mstep: Class 34 contains 6312 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1262 members 
Mstep: Class 37 contains 2562 members 
Mstep: Class 38 contains 4492 members 
Mstep: Class 39 contains 15769 members 
Mstep: Class 40 contains 24184 members 
Mstep: Class 41 contains 5127 members 
Mstep: Class 42 contains 5233 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 52766 members 
Mstep: Class 45 contains 4091 members 
Mstep: Class 46 contains 50718 members 
Mstep: Class 47 contains 62166 members 
Mstep: Class 48 contains 11778 members 
Mstep: Class 49 contains 8064 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139234224.000000 Penalty: 174485.828125
Iteration 85Q: 51 clusters Score -1.392342e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9331 members 
Mstep: Class 3 contains 69774 members 
Mstep: Class 4 contains 216033 members 
Mstep: Class 5 contains 8048 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 14643 members 
Mstep: Class 8 contains 15838 members 
Mstep: Class 9 contains 145388 members 
Mstep: Class 10 contains 7683 members 
Mstep: Class 11 contains 41177 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 109992 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 130526 members 
Mstep: Class 18 contains 9933 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 12173 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 18455 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 16313 members 
Mstep: Class 25 contains 6212 members 
Mstep: Class 26 contains 8180 members 
Mstep: Class 27 contains 37084 members 
Mstep: Class 28 contains 57189 members 
Mstep: Class 29 contains 10952 members 
Mstep: Class 30 contains 11084 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 1370 members 
Mstep: Class 33 contains 13649 members 
Mstep: Class 34 contains 6311 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 2589 members 
Mstep: Class 38 contains 4540 members 
Mstep: Class 39 contains 15850 members 
Mstep: Class 40 contains 24192 members 
Mstep: Class 41 contains 5157 members 
Mstep: Class 42 contains 5273 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 52865 members 
Mstep: Class 45 contains 4096 members 
Mstep: Class 46 contains 50496 members 
Mstep: Class 47 contains 62181 members 
Mstep: Class 48 contains 11801 members 
Mstep: Class 49 contains 8131 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139234624.000000 Penalty: 174485.828125
Iteration 86Q: 51 clusters Score -1.392346e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9582 members 
Mstep: Class 3 contains 69638 members 
Mstep: Class 4 contains 215914 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 15799 members 
Mstep: Class 9 contains 145300 members 
Mstep: Class 10 contains 7729 members 
Mstep: Class 11 contains 40817 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 110037 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 130508 members 
Mstep: Class 18 contains 9937 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 12150 members 
Mstep: Class 21 contains 12492 members 
Mstep: Class 22 contains 18545 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16330 members 
Mstep: Class 25 contains 6339 members 
Mstep: Class 26 contains 8183 members 
Mstep: Class 27 contains 37152 members 
Mstep: Class 28 contains 57179 members 
Mstep: Class 29 contains 10991 members 
Mstep: Class 30 contains 11091 members 
Mstep: Class 31 contains 10070 members 
Mstep: Class 32 contains 1364 members 
Mstep: Class 33 contains 13601 members 
Mstep: Class 34 contains 6315 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1267 members 
Mstep: Class 37 contains 2601 members 
Mstep: Class 38 contains 4565 members 
Mstep: Class 39 contains 15934 members 
Mstep: Class 40 contains 24196 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 5310 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 52948 members 
Mstep: Class 45 contains 4093 members 
Mstep: Class 46 contains 50320 members 
Mstep: Class 47 contains 62197 members 
Mstep: Class 48 contains 11809 members 
Mstep: Class 49 contains 8199 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139235520.000000 Penalty: 174485.828125
Iteration 87Q: 51 clusters Score -1.392355e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9828 members 
Mstep: Class 3 contains 69507 members 
Mstep: Class 4 contains 215819 members 
Mstep: Class 5 contains 8055 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 14676 members 
Mstep: Class 8 contains 15760 members 
Mstep: Class 9 contains 145215 members 
Mstep: Class 10 contains 7763 members 
Mstep: Class 11 contains 40493 members 
Mstep: Class 12 contains 10073 members 
Mstep: Class 13 contains 110078 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 6195 members 
Mstep: Class 16 contains 5580 members 
Mstep: Class 17 contains 130482 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 12108 members 
Mstep: Class 21 contains 12439 members 
Mstep: Class 22 contains 18597 members 
Mstep: Class 23 contains 6397 members 
Mstep: Class 24 contains 16343 members 
Mstep: Class 25 contains 6457 members 
Mstep: Class 26 contains 8185 members 
Mstep: Class 27 contains 37219 members 
Mstep: Class 28 contains 57179 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 10065 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 13573 members 
Mstep: Class 34 contains 6322 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 2617 members 
Mstep: Class 38 contains 4599 members 
Mstep: Class 39 contains 16005 members 
Mstep: Class 40 contains 24205 members 
Mstep: Class 41 contains 5195 members 
Mstep: Class 42 contains 5351 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53002 members 
Mstep: Class 45 contains 4094 members 
Mstep: Class 46 contains 50159 members 
Mstep: Class 47 contains 62203 members 
Mstep: Class 48 contains 11812 members 
Mstep: Class 49 contains 8261 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139235520.000000 Penalty: 174485.828125
Iteration 88Q: 51 clusters Score -1.392355e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10019 members 
Mstep: Class 3 contains 69383 members 
Mstep: Class 4 contains 215711 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 14692 members 
Mstep: Class 8 contains 15737 members 
Mstep: Class 9 contains 145152 members 
Mstep: Class 10 contains 7781 members 
Mstep: Class 11 contains 40227 members 
Mstep: Class 12 contains 10074 members 
Mstep: Class 13 contains 110086 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 6165 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 130461 members 
Mstep: Class 18 contains 9959 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 12091 members 
Mstep: Class 21 contains 12362 members 
Mstep: Class 22 contains 18647 members 
Mstep: Class 23 contains 6378 members 
Mstep: Class 24 contains 16351 members 
Mstep: Class 25 contains 6558 members 
Mstep: Class 26 contains 8194 members 
Mstep: Class 27 contains 37290 members 
Mstep: Class 28 contains 57189 members 
Mstep: Class 29 contains 11041 members 
Mstep: Class 30 contains 11100 members 
Mstep: Class 31 contains 10061 members 
Mstep: Class 32 contains 1352 members 
Mstep: Class 33 contains 13543 members 
Mstep: Class 34 contains 6325 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 2638 members 
Mstep: Class 38 contains 4641 members 
Mstep: Class 39 contains 16072 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 5209 members 
Mstep: Class 42 contains 5382 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53066 members 
Mstep: Class 45 contains 4096 members 
Mstep: Class 46 contains 50062 members 
Mstep: Class 47 contains 62197 members 
Mstep: Class 48 contains 11817 members 
Mstep: Class 49 contains 8309 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139235632.000000 Penalty: 174485.828125
Iteration 89Q: 51 clusters Score -1.392356e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 69266 members 
Mstep: Class 4 contains 215622 members 
Mstep: Class 5 contains 8056 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 14706 members 
Mstep: Class 8 contains 15719 members 
Mstep: Class 9 contains 145097 members 
Mstep: Class 10 contains 7798 members 
Mstep: Class 11 contains 39995 members 
Mstep: Class 12 contains 10078 members 
Mstep: Class 13 contains 110086 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 130440 members 
Mstep: Class 18 contains 9982 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 18709 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 16357 members 
Mstep: Class 25 contains 6643 members 
Mstep: Class 26 contains 8200 members 
Mstep: Class 27 contains 37353 members 
Mstep: Class 28 contains 57191 members 
Mstep: Class 29 contains 11057 members 
Mstep: Class 30 contains 11106 members 
Mstep: Class 31 contains 10060 members 
Mstep: Class 32 contains 1346 members 
Mstep: Class 33 contains 13509 members 
Mstep: Class 34 contains 6326 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1283 members 
Mstep: Class 37 contains 2650 members 
Mstep: Class 38 contains 4684 members 
Mstep: Class 39 contains 16111 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 5218 members 
Mstep: Class 42 contains 5420 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53138 members 
Mstep: Class 45 contains 4096 members 
Mstep: Class 46 contains 49928 members 
Mstep: Class 47 contains 62194 members 
Mstep: Class 48 contains 11830 members 
Mstep: Class 49 contains 8347 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139236336.000000 Penalty: 174485.828125
Iteration 90Q: 51 clusters Score -1.392363e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 69164 members 
Mstep: Class 4 contains 215556 members 
Mstep: Class 5 contains 8064 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 15710 members 
Mstep: Class 9 contains 145062 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 11 contains 39824 members 
Mstep: Class 12 contains 10083 members 
Mstep: Class 13 contains 110075 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 6118 members 
Mstep: Class 16 contains 5714 members 
Mstep: Class 17 contains 130419 members 
Mstep: Class 18 contains 10000 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 21 contains 12232 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 6345 members 
Mstep: Class 24 contains 16360 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 8201 members 
Mstep: Class 27 contains 37402 members 
Mstep: Class 28 contains 57211 members 
Mstep: Class 29 contains 11076 members 
Mstep: Class 30 contains 11112 members 
Mstep: Class 31 contains 10056 members 
Mstep: Class 32 contains 1352 members 
Mstep: Class 33 contains 13470 members 
Mstep: Class 34 contains 6322 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1286 members 
Mstep: Class 37 contains 2662 members 
Mstep: Class 38 contains 4733 members 
Mstep: Class 39 contains 16149 members 
Mstep: Class 40 contains 24241 members 
Mstep: Class 41 contains 5226 members 
Mstep: Class 42 contains 5463 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53207 members 
Mstep: Class 45 contains 4091 members 
Mstep: Class 46 contains 49806 members 
Mstep: Class 47 contains 62171 members 
Mstep: Class 48 contains 11831 members 
Mstep: Class 49 contains 8376 members 
Mstep: Class 50 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139236224.000000 Penalty: 174485.828125
Iteration 91Q: 51 clusters Score -1.392362e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 69100 members 
Mstep: Class 4 contains 215492 members 
Mstep: Class 5 contains 8075 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 14734 members 
Mstep: Class 8 contains 15690 members 
Mstep: Class 9 contains 145006 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 39667 members 
Mstep: Class 12 contains 10086 members 
Mstep: Class 13 contains 110067 members 
Mstep: Class 14 contains 4888 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 130402 members 
Mstep: Class 18 contains 10018 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 12062 members 
Mstep: Class 21 contains 12173 members 
Mstep: Class 22 contains 18780 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 16368 members 
Mstep: Class 25 contains 6777 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 37436 members 
Mstep: Class 28 contains 57227 members 
Mstep: Class 29 contains 11095 members 
Mstep: Class 30 contains 11113 members 
Mstep: Class 31 contains 10054 members 
Mstep: Class 32 contains 1351 members 
Mstep: Class 33 contains 13443 members 
Mstep: Class 34 contains 6316 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1285 members 
Mstep: Class 37 contains 2671 members 
Mstep: Class 38 contains 4784 members 
Mstep: Class 39 contains 16180 members 
Mstep: Class 40 contains 24244 members 
Mstep: Class 41 contains 5232 members 
Mstep: Class 42 contains 5513 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53261 members 
Mstep: Class 45 contains 4093 members 
Mstep: Class 46 contains 49711 members 
Mstep: Class 47 contains 62132 members 
Mstep: Class 48 contains 11840 members 
Mstep: Class 49 contains 8401 members 
Mstep: Class 50 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139236432.000000 Penalty: 174485.828125
Iteration 92Q: 51 clusters Score -1.392364e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10630 members 
Mstep: Class 3 contains 69053 members 
Mstep: Class 4 contains 215441 members 
Mstep: Class 5 contains 8084 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 14740 members 
Mstep: Class 8 contains 15703 members 
Mstep: Class 9 contains 144971 members 
Mstep: Class 10 contains 7842 members 
Mstep: Class 11 contains 39535 members 
Mstep: Class 12 contains 10084 members 
Mstep: Class 13 contains 110070 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 17 contains 130393 members 
Mstep: Class 18 contains 10034 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 12053 members 
Mstep: Class 21 contains 12116 members 
Mstep: Class 22 contains 18808 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 16373 members 
Mstep: Class 25 contains 6838 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 37452 members 
Mstep: Class 28 contains 57228 members 
Mstep: Class 29 contains 11106 members 
Mstep: Class 30 contains 11113 members 
Mstep: Class 31 contains 10051 members 
Mstep: Class 32 contains 1350 members 
Mstep: Class 33 contains 13424 members 
Mstep: Class 34 contains 6310 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 2677 members 
Mstep: Class 38 contains 4817 members 
Mstep: Class 39 contains 16216 members 
Mstep: Class 40 contains 24243 members 
Mstep: Class 41 contains 5237 members 
Mstep: Class 42 contains 5561 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53315 members 
Mstep: Class 45 contains 4095 members 
Mstep: Class 46 contains 49605 members 
Mstep: Class 47 contains 62073 members 
Mstep: Class 48 contains 11847 members 
Mstep: Class 49 contains 8429 members 
Mstep: Class 50 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139236512.000000 Penalty: 174485.828125
Iteration 93Q: 51 clusters Score -1.392365e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 68999 members 
Mstep: Class 4 contains 215392 members 
Mstep: Class 5 contains 8092 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 14745 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 144941 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 39404 members 
Mstep: Class 12 contains 10086 members 
Mstep: Class 13 contains 110081 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 6052 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 130384 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 12056 members 
Mstep: Class 21 contains 12071 members 
Mstep: Class 22 contains 18846 members 
Mstep: Class 23 contains 6249 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 8215 members 
Mstep: Class 27 contains 37475 members 
Mstep: Class 28 contains 57245 members 
Mstep: Class 29 contains 11126 members 
Mstep: Class 30 contains 11115 members 
Mstep: Class 31 contains 10054 members 
Mstep: Class 32 contains 1348 members 
Mstep: Class 33 contains 13402 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 2686 members 
Mstep: Class 38 contains 4842 members 
Mstep: Class 39 contains 16247 members 
Mstep: Class 40 contains 24241 members 
Mstep: Class 41 contains 5241 members 
Mstep: Class 42 contains 5601 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53366 members 
Mstep: Class 45 contains 4109 members 
Mstep: Class 46 contains 49480 members 
Mstep: Class 47 contains 62020 members 
Mstep: Class 48 contains 11854 members 
Mstep: Class 49 contains 8453 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139237200.000000 Penalty: 174485.828125
Iteration 94Q: 51 clusters Score -1.392372e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10878 members 
Mstep: Class 3 contains 68967 members 
Mstep: Class 4 contains 215350 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 2985 members 
Mstep: Class 7 contains 14747 members 
Mstep: Class 8 contains 15723 members 
Mstep: Class 9 contains 144924 members 
Mstep: Class 10 contains 7872 members 
Mstep: Class 11 contains 39281 members 
Mstep: Class 12 contains 10087 members 
Mstep: Class 13 contains 110084 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 15 contains 6032 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 130383 members 
Mstep: Class 18 contains 10075 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 12060 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 18888 members 
Mstep: Class 23 contains 6216 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 6916 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 37489 members 
Mstep: Class 28 contains 57260 members 
Mstep: Class 29 contains 11139 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 10055 members 
Mstep: Class 32 contains 1348 members 
Mstep: Class 33 contains 13376 members 
Mstep: Class 34 contains 6304 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 2690 members 
Mstep: Class 38 contains 4855 members 
Mstep: Class 39 contains 16276 members 
Mstep: Class 40 contains 24235 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 5633 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53399 members 
Mstep: Class 45 contains 4111 members 
Mstep: Class 46 contains 49360 members 
Mstep: Class 47 contains 61970 members 
Mstep: Class 48 contains 11857 members 
Mstep: Class 49 contains 8482 members 
Mstep: Class 50 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139237360.000000 Penalty: 174485.828125
Iteration 95Q: 51 clusters Score -1.392374e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10972 members 
Mstep: Class 3 contains 68938 members 
Mstep: Class 4 contains 215309 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 14749 members 
Mstep: Class 8 contains 15720 members 
Mstep: Class 9 contains 144905 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 39183 members 
Mstep: Class 12 contains 10090 members 
Mstep: Class 13 contains 110075 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 6013 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 130383 members 
Mstep: Class 18 contains 10086 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 12071 members 
Mstep: Class 21 contains 12012 members 
Mstep: Class 22 contains 18920 members 
Mstep: Class 23 contains 6175 members 
Mstep: Class 24 contains 16382 members 
Mstep: Class 25 contains 6948 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 37499 members 
Mstep: Class 28 contains 57266 members 
Mstep: Class 29 contains 11147 members 
Mstep: Class 30 contains 11118 members 
Mstep: Class 31 contains 10048 members 
Mstep: Class 32 contains 1350 members 
Mstep: Class 33 contains 13355 members 
Mstep: Class 34 contains 6305 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 4864 members 
Mstep: Class 39 contains 16302 members 
Mstep: Class 40 contains 24236 members 
Mstep: Class 41 contains 5254 members 
Mstep: Class 42 contains 5674 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53422 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 49265 members 
Mstep: Class 47 contains 61933 members 
Mstep: Class 48 contains 11858 members 
Mstep: Class 49 contains 8508 members 
Mstep: Class 50 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139237520.000000 Penalty: 174485.828125
Iteration 96Q: 51 clusters Score -1.392375e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11061 members 
Mstep: Class 3 contains 68898 members 
Mstep: Class 4 contains 215277 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 14752 members 
Mstep: Class 8 contains 15709 members 
Mstep: Class 9 contains 144882 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 11 contains 39098 members 
Mstep: Class 12 contains 10089 members 
Mstep: Class 13 contains 110067 members 
Mstep: Class 14 contains 4926 members 
Mstep: Class 15 contains 5995 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 130374 members 
Mstep: Class 18 contains 10099 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 12071 members 
Mstep: Class 21 contains 11994 members 
Mstep: Class 22 contains 18950 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 16389 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 8217 members 
Mstep: Class 27 contains 37518 members 
Mstep: Class 28 contains 57274 members 
Mstep: Class 29 contains 11153 members 
Mstep: Class 30 contains 11127 members 
Mstep: Class 31 contains 10042 members 
Mstep: Class 32 contains 1349 members 
Mstep: Class 33 contains 13340 members 
Mstep: Class 34 contains 6300 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 4878 members 
Mstep: Class 39 contains 16313 members 
Mstep: Class 40 contains 24239 members 
Mstep: Class 41 contains 5258 members 
Mstep: Class 42 contains 5721 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53453 members 
Mstep: Class 45 contains 4144 members 
Mstep: Class 46 contains 49201 members 
Mstep: Class 47 contains 61891 members 
Mstep: Class 48 contains 11865 members 
Mstep: Class 49 contains 8534 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139237728.000000 Penalty: 174485.828125
Iteration 97Q: 51 clusters Score -1.392377e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 68864 members 
Mstep: Class 4 contains 215252 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 14763 members 
Mstep: Class 8 contains 15693 members 
Mstep: Class 9 contains 144856 members 
Mstep: Class 10 contains 7919 members 
Mstep: Class 11 contains 39001 members 
Mstep: Class 12 contains 10090 members 
Mstep: Class 13 contains 110071 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 5980 members 
Mstep: Class 16 contains 5909 members 
Mstep: Class 17 contains 130366 members 
Mstep: Class 18 contains 10097 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 12073 members 
Mstep: Class 21 contains 11973 members 
Mstep: Class 22 contains 18981 members 
Mstep: Class 23 contains 6065 members 
Mstep: Class 24 contains 16392 members 
Mstep: Class 25 contains 6999 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 37540 members 
Mstep: Class 28 contains 57284 members 
Mstep: Class 29 contains 11172 members 
Mstep: Class 30 contains 11128 members 
Mstep: Class 31 contains 10044 members 
Mstep: Class 32 contains 1351 members 
Mstep: Class 33 contains 13322 members 
Mstep: Class 34 contains 6295 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 4894 members 
Mstep: Class 39 contains 16322 members 
Mstep: Class 40 contains 24242 members 
Mstep: Class 41 contains 5262 members 
Mstep: Class 42 contains 5785 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53480 members 
Mstep: Class 45 contains 4154 members 
Mstep: Class 46 contains 49103 members 
Mstep: Class 47 contains 61858 members 
Mstep: Class 48 contains 11868 members 
Mstep: Class 49 contains 8555 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139237840.000000 Penalty: 174485.828125
Iteration 98Q: 51 clusters Score -1.392378e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11199 members 
Mstep: Class 3 contains 68846 members 
Mstep: Class 4 contains 215228 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 14776 members 
Mstep: Class 8 contains 15675 members 
Mstep: Class 9 contains 144825 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 38924 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 110075 members 
Mstep: Class 14 contains 4947 members 
Mstep: Class 15 contains 5972 members 
Mstep: Class 16 contains 5948 members 
Mstep: Class 17 contains 130360 members 
Mstep: Class 18 contains 10089 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 11953 members 
Mstep: Class 22 contains 19004 members 
Mstep: Class 23 contains 6018 members 
Mstep: Class 24 contains 16400 members 
Mstep: Class 25 contains 7026 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 37564 members 
Mstep: Class 28 contains 57297 members 
Mstep: Class 29 contains 11179 members 
Mstep: Class 30 contains 11134 members 
Mstep: Class 31 contains 10045 members 
Mstep: Class 32 contains 1356 members 
Mstep: Class 33 contains 13306 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 2714 members 
Mstep: Class 38 contains 4917 members 
Mstep: Class 39 contains 16330 members 
Mstep: Class 40 contains 24244 members 
Mstep: Class 41 contains 5266 members 
Mstep: Class 42 contains 5839 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53494 members 
Mstep: Class 45 contains 4162 members 
Mstep: Class 46 contains 49004 members 
Mstep: Class 47 contains 61818 members 
Mstep: Class 48 contains 11874 members 
Mstep: Class 49 contains 8565 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139237872.000000 Penalty: 174485.828125
Iteration 99Q: 51 clusters Score -1.392379e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11265 members 
Mstep: Class 3 contains 68829 members 
Mstep: Class 4 contains 215201 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 14793 members 
Mstep: Class 8 contains 15676 members 
Mstep: Class 9 contains 144792 members 
Mstep: Class 10 contains 7954 members 
Mstep: Class 11 contains 38841 members 
Mstep: Class 12 contains 10095 members 
Mstep: Class 13 contains 110092 members 
Mstep: Class 14 contains 4958 members 
Mstep: Class 15 contains 5963 members 
Mstep: Class 16 contains 5966 members 
Mstep: Class 17 contains 130357 members 
Mstep: Class 18 contains 10072 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12086 members 
Mstep: Class 21 contains 11934 members 
Mstep: Class 22 contains 19017 members 
Mstep: Class 23 contains 5991 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 7068 members 
Mstep: Class 26 contains 8224 members 
Mstep: Class 27 contains 37580 members 
Mstep: Class 28 contains 57322 members 
Mstep: Class 29 contains 11180 members 
Mstep: Class 30 contains 11136 members 
Mstep: Class 31 contains 10043 members 
Mstep: Class 32 contains 1364 members 
Mstep: Class 33 contains 13289 members 
Mstep: Class 34 contains 6292 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1296 members 
Mstep: Class 37 contains 2719 members 
Mstep: Class 38 contains 4933 members 
Mstep: Class 39 contains 16337 members 
Mstep: Class 40 contains 24245 members 
Mstep: Class 41 contains 5266 members 
Mstep: Class 42 contains 5886 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53507 members 
Mstep: Class 45 contains 4165 members 
Mstep: Class 46 contains 48904 members 
Mstep: Class 47 contains 61781 members 
Mstep: Class 48 contains 11880 members 
Mstep: Class 49 contains 8580 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238032.000000 Penalty: 174485.828125
Iteration 100F: 51 clusters Score -1.39238e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 68812 members 
Mstep: Class 4 contains 215188 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 14807 members 
Mstep: Class 8 contains 15651 members 
Mstep: Class 9 contains 144766 members 
Mstep: Class 10 contains 7968 members 
Mstep: Class 11 contains 38777 members 
Mstep: Class 12 contains 10094 members 
Mstep: Class 13 contains 110096 members 
Mstep: Class 14 contains 4969 members 
Mstep: Class 15 contains 5953 members 
Mstep: Class 16 contains 6070 members 
Mstep: Class 17 contains 130356 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12098 members 
Mstep: Class 21 contains 11912 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 7107 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 37586 members 
Mstep: Class 28 contains 57326 members 
Mstep: Class 29 contains 11179 members 
Mstep: Class 30 contains 11130 members 
Mstep: Class 31 contains 10040 members 
Mstep: Class 32 contains 1383 members 
Mstep: Class 33 contains 13269 members 
Mstep: Class 34 contains 6288 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1296 members 
Mstep: Class 37 contains 2718 members 
Mstep: Class 38 contains 4956 members 
Mstep: Class 39 contains 16341 members 
Mstep: Class 40 contains 24247 members 
Mstep: Class 41 contains 5269 members 
Mstep: Class 42 contains 5922 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53527 members 
Mstep: Class 45 contains 4169 members 
Mstep: Class 46 contains 48799 members 
Mstep: Class 47 contains 61775 members 
Mstep: Class 48 contains 11877 members 
Mstep: Class 49 contains 8596 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238336.000000 Penalty: 174485.828125
Iteration 101Q: 51 clusters Score -1.392383e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11390 members 
Mstep: Class 3 contains 68808 members 
Mstep: Class 4 contains 215172 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 14817 members 
Mstep: Class 8 contains 15634 members 
Mstep: Class 9 contains 144752 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 38725 members 
Mstep: Class 12 contains 10095 members 
Mstep: Class 13 contains 110097 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 6168 members 
Mstep: Class 17 contains 130353 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12101 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 19037 members 
Mstep: Class 23 contains 5840 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 7133 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 37584 members 
Mstep: Class 28 contains 57342 members 
Mstep: Class 29 contains 11185 members 
Mstep: Class 30 contains 11126 members 
Mstep: Class 31 contains 10037 members 
Mstep: Class 32 contains 1387 members 
Mstep: Class 33 contains 13254 members 
Mstep: Class 34 contains 6280 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1296 members 
Mstep: Class 37 contains 2718 members 
Mstep: Class 38 contains 4977 members 
Mstep: Class 39 contains 16349 members 
Mstep: Class 40 contains 24246 members 
Mstep: Class 41 contains 5273 members 
Mstep: Class 42 contains 5963 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53553 members 
Mstep: Class 45 contains 4172 members 
Mstep: Class 46 contains 48696 members 
Mstep: Class 47 contains 61761 members 
Mstep: Class 48 contains 11884 members 
Mstep: Class 49 contains 8605 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238512.000000 Penalty: 174485.828125
Iteration 102Q: 51 clusters Score -1.392385e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 68793 members 
Mstep: Class 4 contains 215161 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 8 contains 15608 members 
Mstep: Class 9 contains 144738 members 
Mstep: Class 10 contains 7987 members 
Mstep: Class 11 contains 38661 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 110100 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 5938 members 
Mstep: Class 16 contains 6268 members 
Mstep: Class 17 contains 130350 members 
Mstep: Class 18 contains 10021 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12107 members 
Mstep: Class 21 contains 11869 members 
Mstep: Class 22 contains 19056 members 
Mstep: Class 23 contains 5766 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 7163 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 37584 members 
Mstep: Class 28 contains 57355 members 
Mstep: Class 29 contains 11185 members 
Mstep: Class 30 contains 11119 members 
Mstep: Class 31 contains 10032 members 
Mstep: Class 32 contains 1391 members 
Mstep: Class 33 contains 13241 members 
Mstep: Class 34 contains 6282 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1296 members 
Mstep: Class 37 contains 2720 members 
Mstep: Class 38 contains 5007 members 
Mstep: Class 39 contains 16359 members 
Mstep: Class 40 contains 24244 members 
Mstep: Class 41 contains 5276 members 
Mstep: Class 42 contains 5995 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53568 members 
Mstep: Class 45 contains 4183 members 
Mstep: Class 46 contains 48585 members 
Mstep: Class 47 contains 61747 members 
Mstep: Class 48 contains 11890 members 
Mstep: Class 49 contains 8618 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238400.000000 Penalty: 174485.828125
Iteration 103Q: 51 clusters Score -1.392384e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11515 members 
Mstep: Class 3 contains 68784 members 
Mstep: Class 4 contains 215150 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 15583 members 
Mstep: Class 9 contains 144715 members 
Mstep: Class 10 contains 7990 members 
Mstep: Class 11 contains 38609 members 
Mstep: Class 12 contains 10101 members 
Mstep: Class 13 contains 110089 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 5931 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 130353 members 
Mstep: Class 18 contains 10003 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12108 members 
Mstep: Class 21 contains 11851 members 
Mstep: Class 22 contains 19069 members 
Mstep: Class 23 contains 5702 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 7175 members 
Mstep: Class 26 contains 8224 members 
Mstep: Class 27 contains 37587 members 
Mstep: Class 28 contains 57364 members 
Mstep: Class 29 contains 11196 members 
Mstep: Class 30 contains 11120 members 
Mstep: Class 31 contains 10024 members 
Mstep: Class 32 contains 1396 members 
Mstep: Class 33 contains 13232 members 
Mstep: Class 34 contains 6284 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1299 members 
Mstep: Class 37 contains 2723 members 
Mstep: Class 38 contains 5031 members 
Mstep: Class 39 contains 16367 members 
Mstep: Class 40 contains 24234 members 
Mstep: Class 41 contains 5278 members 
Mstep: Class 42 contains 6027 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53586 members 
Mstep: Class 45 contains 4189 members 
Mstep: Class 46 contains 48485 members 
Mstep: Class 47 contains 61729 members 
Mstep: Class 48 contains 11898 members 
Mstep: Class 49 contains 8632 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238576.000000 Penalty: 174485.828125
Iteration 104Q: 51 clusters Score -1.392386e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11575 members 
Mstep: Class 3 contains 68766 members 
Mstep: Class 4 contains 215126 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 14839 members 
Mstep: Class 8 contains 15555 members 
Mstep: Class 9 contains 144695 members 
Mstep: Class 10 contains 7998 members 
Mstep: Class 11 contains 38558 members 
Mstep: Class 12 contains 10102 members 
Mstep: Class 13 contains 110097 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 5926 members 
Mstep: Class 16 contains 6498 members 
Mstep: Class 17 contains 130349 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12111 members 
Mstep: Class 21 contains 11841 members 
Mstep: Class 22 contains 19084 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 7197 members 
Mstep: Class 26 contains 8224 members 
Mstep: Class 27 contains 37584 members 
Mstep: Class 28 contains 57374 members 
Mstep: Class 29 contains 11201 members 
Mstep: Class 30 contains 11118 members 
Mstep: Class 31 contains 10016 members 
Mstep: Class 32 contains 1396 members 
Mstep: Class 33 contains 13229 members 
Mstep: Class 34 contains 6274 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2727 members 
Mstep: Class 38 contains 5050 members 
Mstep: Class 39 contains 16366 members 
Mstep: Class 40 contains 24242 members 
Mstep: Class 41 contains 5280 members 
Mstep: Class 42 contains 6066 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53600 members 
Mstep: Class 45 contains 4199 members 
Mstep: Class 46 contains 48376 members 
Mstep: Class 47 contains 61718 members 
Mstep: Class 48 contains 11905 members 
Mstep: Class 49 contains 8645 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238688.000000 Penalty: 174485.828125
Iteration 105Q: 51 clusters Score -1.392387e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11629 members 
Mstep: Class 3 contains 68757 members 
Mstep: Class 4 contains 215111 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 14842 members 
Mstep: Class 8 contains 15521 members 
Mstep: Class 9 contains 144680 members 
Mstep: Class 10 contains 8003 members 
Mstep: Class 11 contains 38516 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110104 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5923 members 
Mstep: Class 16 contains 6611 members 
Mstep: Class 17 contains 130349 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12117 members 
Mstep: Class 21 contains 11827 members 
Mstep: Class 22 contains 19101 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 16416 members 
Mstep: Class 25 contains 7210 members 
Mstep: Class 26 contains 8224 members 
Mstep: Class 27 contains 37584 members 
Mstep: Class 28 contains 57383 members 
Mstep: Class 29 contains 11204 members 
Mstep: Class 30 contains 11115 members 
Mstep: Class 31 contains 10009 members 
Mstep: Class 32 contains 1396 members 
Mstep: Class 33 contains 13229 members 
Mstep: Class 34 contains 6265 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1301 members 
Mstep: Class 37 contains 2731 members 
Mstep: Class 38 contains 5064 members 
Mstep: Class 39 contains 16365 members 
Mstep: Class 40 contains 24244 members 
Mstep: Class 41 contains 5282 members 
Mstep: Class 42 contains 6097 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53612 members 
Mstep: Class 45 contains 4211 members 
Mstep: Class 46 contains 48271 members 
Mstep: Class 47 contains 61706 members 
Mstep: Class 48 contains 11907 members 
Mstep: Class 49 contains 8649 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238800.000000 Penalty: 174485.828125
Iteration 106Q: 51 clusters Score -1.392388e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11686 members 
Mstep: Class 3 contains 68766 members 
Mstep: Class 4 contains 215097 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 14846 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 144666 members 
Mstep: Class 10 contains 8010 members 
Mstep: Class 11 contains 38482 members 
Mstep: Class 12 contains 10105 members 
Mstep: Class 13 contains 110111 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 5920 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 130345 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12116 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 19106 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 7220 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 37587 members 
Mstep: Class 28 contains 57400 members 
Mstep: Class 29 contains 11208 members 
Mstep: Class 30 contains 11107 members 
Mstep: Class 31 contains 10005 members 
Mstep: Class 32 contains 1397 members 
Mstep: Class 33 contains 13226 members 
Mstep: Class 34 contains 6261 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1301 members 
Mstep: Class 37 contains 2731 members 
Mstep: Class 38 contains 5071 members 
Mstep: Class 39 contains 16366 members 
Mstep: Class 40 contains 24246 members 
Mstep: Class 41 contains 5284 members 
Mstep: Class 42 contains 6121 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53621 members 
Mstep: Class 45 contains 4226 members 
Mstep: Class 46 contains 48167 members 
Mstep: Class 47 contains 61676 members 
Mstep: Class 48 contains 11915 members 
Mstep: Class 49 contains 8652 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238880.000000 Penalty: 174485.828125
Iteration 107Q: 51 clusters Score -1.392389e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 68761 members 
Mstep: Class 4 contains 215079 members 
Mstep: Class 5 contains 8129 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 14850 members 
Mstep: Class 8 contains 15464 members 
Mstep: Class 9 contains 144656 members 
Mstep: Class 10 contains 8013 members 
Mstep: Class 11 contains 38451 members 
Mstep: Class 12 contains 10106 members 
Mstep: Class 13 contains 110114 members 
Mstep: Class 14 contains 5024 members 
Mstep: Class 15 contains 5919 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 130338 members 
Mstep: Class 18 contains 9958 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12115 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 19118 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 37585 members 
Mstep: Class 28 contains 57409 members 
Mstep: Class 29 contains 11213 members 
Mstep: Class 30 contains 11107 members 
Mstep: Class 31 contains 10000 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13220 members 
Mstep: Class 34 contains 6254 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1301 members 
Mstep: Class 37 contains 2732 members 
Mstep: Class 38 contains 5074 members 
Mstep: Class 39 contains 16363 members 
Mstep: Class 40 contains 24252 members 
Mstep: Class 41 contains 5284 members 
Mstep: Class 42 contains 6134 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53633 members 
Mstep: Class 45 contains 4233 members 
Mstep: Class 46 contains 48095 members 
Mstep: Class 47 contains 61650 members 
Mstep: Class 48 contains 11926 members 
Mstep: Class 49 contains 8656 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238928.000000 Penalty: 174485.828125
Iteration 108Q: 51 clusters Score -1.392389e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 68751 members 
Mstep: Class 4 contains 215053 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 14854 members 
Mstep: Class 8 contains 15446 members 
Mstep: Class 9 contains 144644 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 38415 members 
Mstep: Class 12 contains 10106 members 
Mstep: Class 13 contains 110121 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 5916 members 
Mstep: Class 16 contains 6919 members 
Mstep: Class 17 contains 130333 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 12110 members 
Mstep: Class 21 contains 11791 members 
Mstep: Class 22 contains 19133 members 
Mstep: Class 23 contains 5491 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 7236 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37587 members 
Mstep: Class 28 contains 57416 members 
Mstep: Class 29 contains 11223 members 
Mstep: Class 30 contains 11110 members 
Mstep: Class 31 contains 10000 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13218 members 
Mstep: Class 34 contains 6254 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1301 members 
Mstep: Class 37 contains 2734 members 
Mstep: Class 38 contains 5089 members 
Mstep: Class 39 contains 16362 members 
Mstep: Class 40 contains 24253 members 
Mstep: Class 41 contains 5285 members 
Mstep: Class 42 contains 6155 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53641 members 
Mstep: Class 45 contains 4233 members 
Mstep: Class 46 contains 48023 members 
Mstep: Class 47 contains 61645 members 
Mstep: Class 48 contains 11933 members 
Mstep: Class 49 contains 8658 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238928.000000 Penalty: 174485.828125
Iteration 109Q: 51 clusters Score -1.392389e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11841 members 
Mstep: Class 3 contains 68746 members 
Mstep: Class 4 contains 215039 members 
Mstep: Class 5 contains 8126 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 14856 members 
Mstep: Class 8 contains 15432 members 
Mstep: Class 9 contains 144641 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 38388 members 
Mstep: Class 12 contains 10106 members 
Mstep: Class 13 contains 110126 members 
Mstep: Class 14 contains 5026 members 
Mstep: Class 15 contains 5912 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 130338 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 12109 members 
Mstep: Class 21 contains 11777 members 
Mstep: Class 22 contains 19145 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 7243 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37589 members 
Mstep: Class 28 contains 57433 members 
Mstep: Class 29 contains 11228 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 9994 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13216 members 
Mstep: Class 34 contains 6251 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 5105 members 
Mstep: Class 39 contains 16355 members 
Mstep: Class 40 contains 24243 members 
Mstep: Class 41 contains 5286 members 
Mstep: Class 42 contains 6177 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53651 members 
Mstep: Class 45 contains 4236 members 
Mstep: Class 46 contains 47947 members 
Mstep: Class 47 contains 61632 members 
Mstep: Class 48 contains 11938 members 
Mstep: Class 49 contains 8661 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238752.000000 Penalty: 174485.828125
Iteration 110Q: 51 clusters Score -1.392388e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 68748 members 
Mstep: Class 4 contains 215023 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 14858 members 
Mstep: Class 8 contains 15404 members 
Mstep: Class 9 contains 144635 members 
Mstep: Class 10 contains 8026 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 10106 members 
Mstep: Class 13 contains 110135 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 5908 members 
Mstep: Class 16 contains 7067 members 
Mstep: Class 17 contains 130341 members 
Mstep: Class 18 contains 9934 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 12106 members 
Mstep: Class 21 contains 11765 members 
Mstep: Class 22 contains 19157 members 
Mstep: Class 23 contains 5446 members 
Mstep: Class 24 contains 16420 members 
Mstep: Class 25 contains 7249 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37588 members 
Mstep: Class 28 contains 57435 members 
Mstep: Class 29 contains 11232 members 
Mstep: Class 30 contains 11105 members 
Mstep: Class 31 contains 9991 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13215 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5118 members 
Mstep: Class 39 contains 16348 members 
Mstep: Class 40 contains 24241 members 
Mstep: Class 41 contains 5288 members 
Mstep: Class 42 contains 6186 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53664 members 
Mstep: Class 45 contains 4233 members 
Mstep: Class 46 contains 47883 members 
Mstep: Class 47 contains 61630 members 
Mstep: Class 48 contains 11944 members 
Mstep: Class 49 contains 8665 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238976.000000 Penalty: 174485.828125
Iteration 111Q: 51 clusters Score -1.39239e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 68747 members 
Mstep: Class 4 contains 215008 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 14859 members 
Mstep: Class 8 contains 15376 members 
Mstep: Class 9 contains 144632 members 
Mstep: Class 10 contains 8029 members 
Mstep: Class 11 contains 38343 members 
Mstep: Class 12 contains 10104 members 
Mstep: Class 13 contains 110137 members 
Mstep: Class 14 contains 5026 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 130342 members 
Mstep: Class 18 contains 9926 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 12110 members 
Mstep: Class 21 contains 11756 members 
Mstep: Class 22 contains 19167 members 
Mstep: Class 23 contains 5425 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 7259 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 37586 members 
Mstep: Class 28 contains 57437 members 
Mstep: Class 29 contains 11237 members 
Mstep: Class 30 contains 11105 members 
Mstep: Class 31 contains 9990 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13215 members 
Mstep: Class 34 contains 6245 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1301 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 5130 members 
Mstep: Class 39 contains 16346 members 
Mstep: Class 40 contains 24238 members 
Mstep: Class 41 contains 5288 members 
Mstep: Class 42 contains 6199 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53675 members 
Mstep: Class 45 contains 4225 members 
Mstep: Class 46 contains 47842 members 
Mstep: Class 47 contains 61624 members 
Mstep: Class 48 contains 11951 members 
Mstep: Class 49 contains 8672 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139239008.000000 Penalty: 174485.828125
Iteration 112Q: 51 clusters Score -1.39239e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 11936 members 
Mstep: Class 3 contains 68746 members 
Mstep: Class 4 contains 214997 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14864 members 
Mstep: Class 8 contains 15368 members 
Mstep: Class 9 contains 144623 members 
Mstep: Class 10 contains 8033 members 
Mstep: Class 11 contains 38320 members 
Mstep: Class 12 contains 10104 members 
Mstep: Class 13 contains 110141 members 
Mstep: Class 14 contains 5026 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 130343 members 
Mstep: Class 18 contains 9924 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 12113 members 
Mstep: Class 21 contains 11753 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 5408 members 
Mstep: Class 24 contains 16426 members 
Mstep: Class 25 contains 7264 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 37585 members 
Mstep: Class 28 contains 57446 members 
Mstep: Class 29 contains 11238 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13212 members 
Mstep: Class 34 contains 6244 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 5143 members 
Mstep: Class 39 contains 16334 members 
Mstep: Class 40 contains 24236 members 
Mstep: Class 41 contains 5289 members 
Mstep: Class 42 contains 6204 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53682 members 
Mstep: Class 45 contains 4218 members 
Mstep: Class 46 contains 47786 members 
Mstep: Class 47 contains 61630 members 
Mstep: Class 48 contains 11957 members 
Mstep: Class 49 contains 8681 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238912.000000 Penalty: 174485.828125
Iteration 113Q: 51 clusters Score -1.392389e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11955 members 
Mstep: Class 3 contains 68752 members 
Mstep: Class 4 contains 214972 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 14871 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 144617 members 
Mstep: Class 10 contains 8037 members 
Mstep: Class 11 contains 38306 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110139 members 
Mstep: Class 14 contains 5026 members 
Mstep: Class 15 contains 5891 members 
Mstep: Class 16 contains 7226 members 
Mstep: Class 17 contains 130341 members 
Mstep: Class 18 contains 9924 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 12116 members 
Mstep: Class 21 contains 11751 members 
Mstep: Class 22 contains 19184 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 16426 members 
Mstep: Class 25 contains 7269 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 37585 members 
Mstep: Class 28 contains 57455 members 
Mstep: Class 29 contains 11238 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13210 members 
Mstep: Class 34 contains 6247 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5153 members 
Mstep: Class 39 contains 16329 members 
Mstep: Class 40 contains 24235 members 
Mstep: Class 41 contains 5290 members 
Mstep: Class 42 contains 6210 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53687 members 
Mstep: Class 45 contains 4217 members 
Mstep: Class 46 contains 47747 members 
Mstep: Class 47 contains 61633 members 
Mstep: Class 48 contains 11954 members 
Mstep: Class 49 contains 8692 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238832.000000 Penalty: 174485.828125
Iteration 114Q: 51 clusters Score -1.392388e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 68752 members 
Mstep: Class 4 contains 214947 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 14877 members 
Mstep: Class 8 contains 15345 members 
Mstep: Class 9 contains 144613 members 
Mstep: Class 10 contains 8040 members 
Mstep: Class 11 contains 38297 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110137 members 
Mstep: Class 14 contains 5026 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 130340 members 
Mstep: Class 18 contains 9920 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 12121 members 
Mstep: Class 21 contains 11747 members 
Mstep: Class 22 contains 19193 members 
Mstep: Class 23 contains 5359 members 
Mstep: Class 24 contains 16428 members 
Mstep: Class 25 contains 7280 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 37584 members 
Mstep: Class 28 contains 57459 members 
Mstep: Class 29 contains 11237 members 
Mstep: Class 30 contains 11092 members 
Mstep: Class 31 contains 9978 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13201 members 
Mstep: Class 34 contains 6247 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5168 members 
Mstep: Class 39 contains 16325 members 
Mstep: Class 40 contains 24237 members 
Mstep: Class 41 contains 5292 members 
Mstep: Class 42 contains 6222 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53689 members 
Mstep: Class 45 contains 4213 members 
Mstep: Class 46 contains 47719 members 
Mstep: Class 47 contains 61635 members 
Mstep: Class 48 contains 11959 members 
Mstep: Class 49 contains 8706 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238800.000000 Penalty: 174485.828125
Iteration 115Q: 51 clusters Score -1.392388e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 68758 members 
Mstep: Class 4 contains 214927 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 14877 members 
Mstep: Class 8 contains 15331 members 
Mstep: Class 9 contains 144609 members 
Mstep: Class 10 contains 8045 members 
Mstep: Class 11 contains 38291 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110132 members 
Mstep: Class 14 contains 5026 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 130339 members 
Mstep: Class 18 contains 9919 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12122 members 
Mstep: Class 21 contains 11743 members 
Mstep: Class 22 contains 19206 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 7284 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 37590 members 
Mstep: Class 28 contains 57467 members 
Mstep: Class 29 contains 11242 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 9978 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13192 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5173 members 
Mstep: Class 39 contains 16323 members 
Mstep: Class 40 contains 24241 members 
Mstep: Class 41 contains 5295 members 
Mstep: Class 42 contains 6228 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53694 members 
Mstep: Class 45 contains 4209 members 
Mstep: Class 46 contains 47695 members 
Mstep: Class 47 contains 61631 members 
Mstep: Class 48 contains 11965 members 
Mstep: Class 49 contains 8716 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238848.000000 Penalty: 174485.828125
Iteration 116Q: 51 clusters Score -1.392388e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 3 contains 68762 members 
Mstep: Class 4 contains 214914 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 144607 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 38283 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110134 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5864 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 130329 members 
Mstep: Class 18 contains 9919 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12122 members 
Mstep: Class 21 contains 11743 members 
Mstep: Class 22 contains 19218 members 
Mstep: Class 23 contains 5330 members 
Mstep: Class 24 contains 16434 members 
Mstep: Class 25 contains 7289 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 37592 members 
Mstep: Class 28 contains 57473 members 
Mstep: Class 29 contains 11243 members 
Mstep: Class 30 contains 11091 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 13190 members 
Mstep: Class 34 contains 6241 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5173 members 
Mstep: Class 39 contains 16318 members 
Mstep: Class 40 contains 24242 members 
Mstep: Class 41 contains 5295 members 
Mstep: Class 42 contains 6233 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53698 members 
Mstep: Class 45 contains 4205 members 
Mstep: Class 46 contains 47660 members 
Mstep: Class 47 contains 61627 members 
Mstep: Class 48 contains 11972 members 
Mstep: Class 49 contains 8733 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238832.000000 Penalty: 174485.828125
Iteration 117Q: 51 clusters Score -1.392388e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 12011 members 
Mstep: Class 3 contains 68758 members 
Mstep: Class 4 contains 214900 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 15307 members 
Mstep: Class 9 contains 144598 members 
Mstep: Class 10 contains 8048 members 
Mstep: Class 11 contains 38273 members 
Mstep: Class 12 contains 10102 members 
Mstep: Class 13 contains 110134 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5856 members 
Mstep: Class 16 contains 7366 members 
Mstep: Class 17 contains 130324 members 
Mstep: Class 18 contains 9917 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12122 members 
Mstep: Class 21 contains 11742 members 
Mstep: Class 22 contains 19226 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 7295 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37592 members 
Mstep: Class 28 contains 57477 members 
Mstep: Class 29 contains 11242 members 
Mstep: Class 30 contains 11089 members 
Mstep: Class 31 contains 9977 members 
Mstep: Class 32 contains 1399 members 
Mstep: Class 33 contains 13187 members 
Mstep: Class 34 contains 6242 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5175 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24244 members 
Mstep: Class 41 contains 5295 members 
Mstep: Class 42 contains 6243 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53702 members 
Mstep: Class 45 contains 4203 members 
Mstep: Class 46 contains 47636 members 
Mstep: Class 47 contains 61629 members 
Mstep: Class 48 contains 11982 members 
Mstep: Class 49 contains 8745 members 
Mstep: Class 50 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238784.000000 Penalty: 174485.828125
Iteration 118Q: 51 clusters Score -1.392388e+08 nChanged 228
Entering ConstructFrom: 
Score: -139238784.000000 Penalty: 174485.828125
Entering ConstructFrom: 
Trying to split cluster 1 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -307056.375000 Penalty: 1975.713501
	Iteration 0F: 2 clusters Score -307056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -303857.187500 Penalty: 3951.427002
	Iteration 0F: 3 clusters Score -303857.2 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -304511.437500 Penalty: 3951.427002
	Iteration 1F: 3 clusters Score -304511.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -304668.812500 Penalty: 3951.427002
	Iteration 2F: 3 clusters Score -304668.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -304777.281250 Penalty: 3951.427002
	Iteration 3Q: 3 clusters Score -304777.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -304860.500000 Penalty: 3951.427002
	Iteration 4Q: 3 clusters Score -304860.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -304913.000000 Penalty: 3951.427002
	Iteration 5Q: 3 clusters Score -304913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -304950.062500 Penalty: 3951.427002
	Iteration 6Q: 3 clusters Score -304950.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -304988.093750 Penalty: 3951.427002
	Iteration 7Q: 3 clusters Score -304988.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -305012.437500 Penalty: 3951.427002
	Iteration 8Q: 3 clusters Score -305012.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -305044.562500 Penalty: 3951.427002
	Iteration 9Q: 3 clusters Score -305044.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -305073.312500 Penalty: 3951.427002
	Iteration 10Q: 3 clusters Score -305073.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -305101.343750 Penalty: 3951.427002
	Iteration 11Q: 3 clusters Score -305101.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -305128.687500 Penalty: 3951.427002
	Iteration 12Q: 3 clusters Score -305128.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -305153.281250 Penalty: 3951.427002
	Iteration 13Q: 3 clusters Score -305153.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -305181.312500 Penalty: 3951.427002
	Iteration 14Q: 3 clusters Score -305181.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -305212.062500 Penalty: 3951.427002
	Iteration 15Q: 3 clusters Score -305212.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -305242.062500 Penalty: 3951.427002
	Iteration 16Q: 3 clusters Score -305242.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -305283.062500 Penalty: 3951.427002
	Iteration 17Q: 3 clusters Score -305283.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -305328.906250 Penalty: 3951.427002
	Iteration 18Q: 3 clusters Score -305328.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -305374.937500 Penalty: 3951.427002
	Iteration 19Q: 3 clusters Score -305374.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -305419.968750 Penalty: 3951.427002
	Iteration 20F: 3 clusters Score -305420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -305454.812500 Penalty: 3951.427002
	Iteration 21Q: 3 clusters Score -305454.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -305478.500000 Penalty: 3951.427002
	Iteration 22Q: 3 clusters Score -305478.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -305501.062500 Penalty: 3951.427002
	Iteration 23Q: 3 clusters Score -305501.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -305518.875000 Penalty: 3951.427002
	Iteration 24Q: 3 clusters Score -305518.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -305537.781250 Penalty: 3951.427002
	Iteration 25Q: 3 clusters Score -305537.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -305555.781250 Penalty: 3951.427002
	Iteration 26Q: 3 clusters Score -305555.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -305571.281250 Penalty: 3951.427002
	Iteration 27Q: 3 clusters Score -305571.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -305580.218750 Penalty: 3951.427002
	Iteration 28Q: 3 clusters Score -305580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -305590.125000 Penalty: 3951.427002
	Iteration 29Q: 3 clusters Score -305590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -305596.562500 Penalty: 3951.427002
	Iteration 30Q: 3 clusters Score -305596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -305597.937500 Penalty: 3951.427002
	Iteration 31Q: 3 clusters Score -305597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -305600.375000 Penalty: 3951.427002
	Iteration 32Q: 3 clusters Score -305600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -305605.250000 Penalty: 3951.427002
	Iteration 33Q: 3 clusters Score -305605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -305607.718750 Penalty: 3951.427002
	Iteration 34Q: 3 clusters Score -305607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -305607.718750 Penalty: 3951.427002
	Iteration 35F: 3 clusters Score -305607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Entering Unmasked Estep 
Score: -1335199.250000 Penalty: 2329.751953
	Iteration 0F: 2 clusters Score -1335199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1326213.625000 Penalty: 4659.503906
	Iteration 0F: 3 clusters Score -1326214 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1328934.500000 Penalty: 4659.503906
	Iteration 1F: 3 clusters Score -1328934 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1329430.625000 Penalty: 4659.503906
	Iteration 2F: 3 clusters Score -1329431 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1329892.000000 Penalty: 4659.503906
	Iteration 3F: 3 clusters Score -1329892 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1330332.750000 Penalty: 4659.503906
	Iteration 4F: 3 clusters Score -1330333 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1330729.625000 Penalty: 4659.503906
	Iteration 5F: 3 clusters Score -1330730 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1331118.125000 Penalty: 4659.503906
	Iteration 6Q: 3 clusters Score -1331118 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1331464.375000 Penalty: 4659.503906
	Iteration 7Q: 3 clusters Score -1331464 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1331810.250000 Penalty: 4659.503906
	Iteration 8Q: 3 clusters Score -1331810 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1332119.875000 Penalty: 4659.503906
	Iteration 9Q: 3 clusters Score -1332120 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1332369.500000 Penalty: 4659.503906
	Iteration 10Q: 3 clusters Score -1332370 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1332572.875000 Penalty: 4659.503906
	Iteration 11Q: 3 clusters Score -1332573 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1332743.750000 Penalty: 4659.503906
	Iteration 12Q: 3 clusters Score -1332744 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1332852.625000 Penalty: 4659.503906
	Iteration 13Q: 3 clusters Score -1332853 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1332932.000000 Penalty: 4659.503906
	Iteration 14Q: 3 clusters Score -1332932 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1332993.875000 Penalty: 4659.503906
	Iteration 15Q: 3 clusters Score -1332994 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1333042.000000 Penalty: 4659.503906
	Iteration 16Q: 3 clusters Score -1333042 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1333077.125000 Penalty: 4659.503906
	Iteration 17Q: 3 clusters Score -1333077 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1333103.500000 Penalty: 4659.503906
	Iteration 18Q: 3 clusters Score -1333104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1333120.750000 Penalty: 4659.503906
	Iteration 19Q: 3 clusters Score -1333121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1333131.500000 Penalty: 4659.503906
	Iteration 20F: 3 clusters Score -1333132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1333143.125000 Penalty: 4659.503906
	Iteration 21Q: 3 clusters Score -1333143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1333144.375000 Penalty: 4659.503906
	Iteration 22Q: 3 clusters Score -1333144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1333150.500000 Penalty: 4659.503906
	Iteration 23Q: 3 clusters Score -1333150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1333157.000000 Penalty: 4659.503906
	Iteration 24Q: 3 clusters Score -1333157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1333164.375000 Penalty: 4659.503906
	Iteration 25Q: 3 clusters Score -1333164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1333164.875000 Penalty: 4659.503906
	Iteration 26Q: 3 clusters Score -1333165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1333168.125000 Penalty: 4659.503906
	Iteration 27Q: 3 clusters Score -1333168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1333176.000000 Penalty: 4659.503906
	Iteration 28Q: 3 clusters Score -1333176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1333175.500000 Penalty: 4659.503906
	Iteration 29Q: 3 clusters Score -1333176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1333182.125000 Penalty: 4659.503906
	Iteration 30Q: 3 clusters Score -1333182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1333181.750000 Penalty: 4659.503906
	Iteration 31Q: 3 clusters Score -1333182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1333182.500000 Penalty: 4659.503906
	Iteration 32Q: 3 clusters Score -1333182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1333186.000000 Penalty: 4659.503906
	Iteration 33Q: 3 clusters Score -1333186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1333187.875000 Penalty: 4659.503906
	Iteration 34Q: 3 clusters Score -1333188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1333188.625000 Penalty: 4659.503906
	Iteration 35Q: 3 clusters Score -1333189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1333195.875000 Penalty: 4659.503906
	Iteration 36Q: 3 clusters Score -1333196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1333202.500000 Penalty: 4659.503906
	Iteration 37Q: 3 clusters Score -1333202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1333206.625000 Penalty: 4659.503906
	Iteration 38Q: 3 clusters Score -1333207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1333214.875000 Penalty: 4659.503906
	Iteration 39Q: 3 clusters Score -1333215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1333224.375000 Penalty: 4659.503906
	Iteration 40F: 3 clusters Score -1333224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1333228.250000 Penalty: 4659.503906
	Iteration 41Q: 3 clusters Score -1333228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1333234.750000 Penalty: 4659.503906
	Iteration 42Q: 3 clusters Score -1333235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1333244.375000 Penalty: 4659.503906
	Iteration 43Q: 3 clusters Score -1333244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1333246.000000 Penalty: 4659.503906
	Iteration 44Q: 3 clusters Score -1333246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1333249.625000 Penalty: 4659.503906
	Iteration 45Q: 3 clusters Score -1333250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1333258.250000 Penalty: 4659.503906
	Iteration 46Q: 3 clusters Score -1333258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1333271.250000 Penalty: 4659.503906
	Iteration 47Q: 3 clusters Score -1333271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1333278.625000 Penalty: 4659.503906
	Iteration 48Q: 3 clusters Score -1333279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1333294.125000 Penalty: 4659.503906
	Iteration 49Q: 3 clusters Score -1333294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1333310.500000 Penalty: 4659.503906
	Iteration 50Q: 3 clusters Score -1333310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1333339.000000 Penalty: 4659.503906
	Iteration 51Q: 3 clusters Score -1333339 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1333363.250000 Penalty: 4659.503906
	Iteration 52Q: 3 clusters Score -1333363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1333406.750000 Penalty: 4659.503906
	Iteration 53Q: 3 clusters Score -1333407 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1333462.625000 Penalty: 4659.503906
	Iteration 54Q: 3 clusters Score -1333463 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1333529.000000 Penalty: 4659.503906
	Iteration 55Q: 3 clusters Score -1333529 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1333601.375000 Penalty: 4659.503906
	Iteration 56Q: 3 clusters Score -1333601 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1333675.750000 Penalty: 4659.503906
	Iteration 57Q: 3 clusters Score -1333676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1333750.500000 Penalty: 4659.503906
	Iteration 58Q: 3 clusters Score -1333750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1333809.125000 Penalty: 4659.503906
	Iteration 59Q: 3 clusters Score -1333809 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1333851.875000 Penalty: 4659.503906
	Iteration 60F: 3 clusters Score -1333852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1333881.500000 Penalty: 4659.503906
	Iteration 61Q: 3 clusters Score -1333882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1333902.625000 Penalty: 4659.503906
	Iteration 62Q: 3 clusters Score -1333903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1333925.375000 Penalty: 4659.503906
	Iteration 63Q: 3 clusters Score -1333925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1333942.500000 Penalty: 4659.503906
	Iteration 64Q: 3 clusters Score -1333942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1333951.000000 Penalty: 4659.503906
	Iteration 65Q: 3 clusters Score -1333951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1333970.500000 Penalty: 4659.503906
	Iteration 66Q: 3 clusters Score -1333970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1333977.375000 Penalty: 4659.503906
	Iteration 67Q: 3 clusters Score -1333977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1333982.250000 Penalty: 4659.503906
	Iteration 68Q: 3 clusters Score -1333982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1333986.125000 Penalty: 4659.503906
	Iteration 69Q: 3 clusters Score -1333986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1333990.250000 Penalty: 4659.503906
	Iteration 70Q: 3 clusters Score -1333990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1333995.375000 Penalty: 4659.503906
	Iteration 71Q: 3 clusters Score -1333995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1333995.375000 Penalty: 4659.503906
	Iteration 72Q: 3 clusters Score -1333995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1333997.125000 Penalty: 4659.503906
	Iteration 73Q: 3 clusters Score -1333997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1333996.750000 Penalty: 4659.503906
	Iteration 74Q: 3 clusters Score -1333997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1333999.250000 Penalty: 4659.503906
	Iteration 75Q: 3 clusters Score -1333999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1333997.875000 Penalty: 4659.503906
	Iteration 76Q: 3 clusters Score -1333998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1333998.625000 Penalty: 4659.503906
	Iteration 77Q: 3 clusters Score -1333999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1334002.125000 Penalty: 4659.503906
	Iteration 78Q: 3 clusters Score -1334002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1334002.250000 Penalty: 4659.503906
	Iteration 79Q: 3 clusters Score -1334002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1334003.000000 Penalty: 4659.503906
	Iteration 80F: 3 clusters Score -1334003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1334001.750000 Penalty: 4659.503906
	Iteration 81Q: 3 clusters Score -1334002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1334004.625000 Penalty: 4659.503906
	Iteration 82Q: 3 clusters Score -1334005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1334006.000000 Penalty: 4659.503906
	Iteration 83Q: 3 clusters Score -1334006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1334007.125000 Penalty: 4659.503906
	Iteration 84Q: 3 clusters Score -1334007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1334007.250000 Penalty: 4659.503906
	Iteration 85Q: 3 clusters Score -1334007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1334011.125000 Penalty: 4659.503906
	Iteration 86Q: 3 clusters Score -1334011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1334013.000000 Penalty: 4659.503906
	Iteration 87Q: 3 clusters Score -1334013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1334011.875000 Penalty: 4659.503906
	Iteration 88Q: 3 clusters Score -1334012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1334009.000000 Penalty: 4659.503906
	Iteration 89Q: 3 clusters Score -1334009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1334009.750000 Penalty: 4659.503906
	Iteration 90Q: 3 clusters Score -1334010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1334010.000000 Penalty: 4659.503906
	Iteration 91Q: 3 clusters Score -1334010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1334012.125000 Penalty: 4659.503906
	Iteration 92Q: 3 clusters Score -1334012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1334012.125000 Penalty: 4659.503906
	Iteration 93F: 3 clusters Score -1334012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Entering Unmasked Estep 
Score: -7780413.000000 Penalty: 2762.295898
	Iteration 0F: 2 clusters Score -7780413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -7734184.000000 Penalty: 5524.591797
	Iteration 0F: 3 clusters Score -7734184 nChanged 32191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -7752208.000000 Penalty: 5524.591797
	Iteration 1F: 3 clusters Score -7752208 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -7752870.000000 Penalty: 5524.591797
	Iteration 2Q: 3 clusters Score -7752870 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -7753620.500000 Penalty: 5524.591797
	Iteration 3Q: 3 clusters Score -7753620 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -7754524.500000 Penalty: 5524.591797
	Iteration 4Q: 3 clusters Score -7754524 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7755565.500000 Penalty: 5524.591797
	Iteration 5Q: 3 clusters Score -7755566 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -7756896.000000 Penalty: 5524.591797
	Iteration 6Q: 3 clusters Score -7756896 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -7758590.000000 Penalty: 5524.591797
	Iteration 7Q: 3 clusters Score -7758590 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -7761039.000000 Penalty: 5524.591797
	Iteration 8F: 3 clusters Score -7761039 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -7764346.000000 Penalty: 5524.591797
	Iteration 9F: 3 clusters Score -7764346 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -7768038.000000 Penalty: 5524.591797
	Iteration 10F: 3 clusters Score -7768038 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -7771348.000000 Penalty: 5524.591797
	Iteration 11F: 3 clusters Score -7771348 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -7773753.000000 Penalty: 5524.591797
	Iteration 12Q: 3 clusters Score -7773753 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -7775248.500000 Penalty: 5524.591797
	Iteration 13Q: 3 clusters Score -7775248 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -7776244.000000 Penalty: 5524.591797
	Iteration 14Q: 3 clusters Score -7776244 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -7776854.000000 Penalty: 5524.591797
	Iteration 15Q: 3 clusters Score -7776854 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -7777239.500000 Penalty: 5524.591797
	Iteration 16Q: 3 clusters Score -7777240 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -7777470.500000 Penalty: 5524.591797
	Iteration 17Q: 3 clusters Score -7777470 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -7777668.500000 Penalty: 5524.591797
	Iteration 18Q: 3 clusters Score -7777668 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -7777814.500000 Penalty: 5524.591797
	Iteration 19Q: 3 clusters Score -7777814 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -7777931.000000 Penalty: 5524.591797
	Iteration 20F: 3 clusters Score -7777931 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -7777991.000000 Penalty: 5524.591797
	Iteration 21Q: 3 clusters Score -7777991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -7778030.000000 Penalty: 5524.591797
	Iteration 22Q: 3 clusters Score -7778030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -7778063.000000 Penalty: 5524.591797
	Iteration 23Q: 3 clusters Score -7778063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -7778090.500000 Penalty: 5524.591797
	Iteration 24Q: 3 clusters Score -7778090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -7778114.500000 Penalty: 5524.591797
	Iteration 25Q: 3 clusters Score -7778114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -7778141.000000 Penalty: 5524.591797
	Iteration 26Q: 3 clusters Score -7778141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -7778156.500000 Penalty: 5524.591797
	Iteration 27Q: 3 clusters Score -7778156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -7778169.000000 Penalty: 5524.591797
	Iteration 28Q: 3 clusters Score -7778169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -7778178.500000 Penalty: 5524.591797
	Iteration 29Q: 3 clusters Score -7778178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -7778182.500000 Penalty: 5524.591797
	Iteration 30Q: 3 clusters Score -7778182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -7778183.500000 Penalty: 5524.591797
	Iteration 31Q: 3 clusters Score -7778184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -7778184.000000 Penalty: 5524.591797
	Iteration 32Q: 3 clusters Score -7778184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -7778184.000000 Penalty: 5524.591797
	Iteration 33Q: 3 clusters Score -7778184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -7778186.000000 Penalty: 5524.591797
	Iteration 34Q: 3 clusters Score -7778186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 68083 members 
Entering Unmasked Estep 
Score: -7778192.000000 Penalty: 5524.591797
	Iteration 35Q: 3 clusters Score -7778192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -7778194.500000 Penalty: 5524.591797
	Iteration 36Q: 3 clusters Score -7778194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -7778192.000000 Penalty: 5524.591797
	Iteration 37Q: 3 clusters Score -7778192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -7778191.500000 Penalty: 5524.591797
	Iteration 38Q: 3 clusters Score -7778192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -7778199.500000 Penalty: 5524.591797
	Iteration 39Q: 3 clusters Score -7778200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -7778199.500000 Penalty: 5524.591797
	Iteration 40F: 3 clusters Score -7778200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (214892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214892 members 
Entering Unmasked Estep 
Score: -24665244.000000 Penalty: 3044.916992
	Iteration 0F: 2 clusters Score -2.466524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -24542170.000000 Penalty: 6089.833984
	Iteration 0F: 3 clusters Score -2.454217e+07 nChanged 103266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106197 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -24602426.000000 Penalty: 6089.833984
	Iteration 1F: 3 clusters Score -2.460243e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -24603288.000000 Penalty: 6089.833984
	Iteration 2Q: 3 clusters Score -2.460329e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -24604056.000000 Penalty: 6089.833984
	Iteration 3Q: 3 clusters Score -2.460406e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102077 members 
Mstep: Class 2 contains 112815 members 
Entering Unmasked Estep 
Score: -24605042.000000 Penalty: 6089.833984
	Iteration 4Q: 3 clusters Score -2.460504e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
Score: -24606500.000000 Penalty: 6089.833984
	Iteration 5Q: 3 clusters Score -2.46065e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 120461 members 
Entering Unmasked Estep 
Score: -24608622.000000 Penalty: 6089.833984
	Iteration 6Q: 3 clusters Score -2.460862e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
Score: -24611754.000000 Penalty: 6089.833984
	Iteration 7Q: 3 clusters Score -2.461175e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 137497 members 
Entering Unmasked Estep 
Score: -24617824.000000 Penalty: 6089.833984
	Iteration 8F: 3 clusters Score -2.461782e+07 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 150946 members 
Entering Unmasked Estep 
Score: -24627246.000000 Penalty: 6089.833984
	Iteration 9F: 3 clusters Score -2.462725e+07 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 167245 members 
Entering Unmasked Estep 
Score: -24638272.000000 Penalty: 6089.833984
	Iteration 10F: 3 clusters Score -2.463827e+07 nChanged 16647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 183634 members 
Entering Unmasked Estep 
Score: -24647058.000000 Penalty: 6089.833984
	Iteration 11F: 3 clusters Score -2.464706e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 196543 members 
Entering Unmasked Estep 
Score: -24653000.000000 Penalty: 6089.833984
	Iteration 12F: 3 clusters Score -2.4653e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 204701 members 
Entering Unmasked Estep 
Score: -24656954.000000 Penalty: 6089.833984
	Iteration 13Q: 3 clusters Score -2.465695e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 209313 members 
Entering Unmasked Estep 
Score: -24659822.000000 Penalty: 6089.833984
	Iteration 14Q: 3 clusters Score -2.465982e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 211598 members 
Entering Unmasked Estep 
Score: -24661170.000000 Penalty: 6089.833984
	Iteration 15Q: 3 clusters Score -2.466117e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 212650 members 
Entering Unmasked Estep 
Score: -24661892.000000 Penalty: 6089.833984
	Iteration 16Q: 3 clusters Score -2.466189e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 213137 members 
Entering Unmasked Estep 
Score: -24662330.000000 Penalty: 6089.833984
	Iteration 17Q: 3 clusters Score -2.466233e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 213410 members 
Entering Unmasked Estep 
Score: -24662606.000000 Penalty: 6089.833984
	Iteration 18Q: 3 clusters Score -2.466261e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 213556 members 
Entering Unmasked Estep 
Score: -24662764.000000 Penalty: 6089.833984
	Iteration 19Q: 3 clusters Score -2.466276e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 213647 members 
Entering Unmasked Estep 
Score: -24662830.000000 Penalty: 6089.833984
	Iteration 20F: 3 clusters Score -2.466283e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 213708 members 
Entering Unmasked Estep 
Score: -24662868.000000 Penalty: 6089.833984
	Iteration 21Q: 3 clusters Score -2.466287e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 213756 members 
Entering Unmasked Estep 
Score: -24662906.000000 Penalty: 6089.833984
	Iteration 22Q: 3 clusters Score -2.466291e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 213787 members 
Entering Unmasked Estep 
Score: -24662944.000000 Penalty: 6089.833984
	Iteration 23Q: 3 clusters Score -2.466294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 213812 members 
Entering Unmasked Estep 
Score: -24662984.000000 Penalty: 6089.833984
	Iteration 24Q: 3 clusters Score -2.466298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 213827 members 
Entering Unmasked Estep 
Score: -24662988.000000 Penalty: 6089.833984
	Iteration 25Q: 3 clusters Score -2.466299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 213832 members 
Entering Unmasked Estep 
Score: -24662998.000000 Penalty: 6089.833984
	Iteration 26Q: 3 clusters Score -2.4663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 213835 members 
Entering Unmasked Estep 
Score: -24662996.000000 Penalty: 6089.833984
	Iteration 27Q: 3 clusters Score -2.4663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 213839 members 
Entering Unmasked Estep 
Score: -24662996.000000 Penalty: 6089.833984
	Iteration 28Q: 3 clusters Score -2.4663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 213847 members 
Entering Unmasked Estep 
Score: -24663032.000000 Penalty: 6089.833984
	Iteration 29Q: 3 clusters Score -2.466303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 213853 members 
Entering Unmasked Estep 
Score: -24663022.000000 Penalty: 6089.833984
	Iteration 30Q: 3 clusters Score -2.466302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 213853 members 
Entering Unmasked Estep 
Score: -24663018.000000 Penalty: 6089.833984
	Iteration 31Q: 3 clusters Score -2.466302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 213856 members 
Entering Unmasked Estep 
Score: -24663036.000000 Penalty: 6089.833984
	Iteration 32Q: 3 clusters Score -2.466304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 213859 members 
Entering Unmasked Estep 
Score: -24663030.000000 Penalty: 6089.833984
	Iteration 33Q: 3 clusters Score -2.466303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 213859 members 
Entering Unmasked Estep 
Score: -24663030.000000 Penalty: 6089.833984
	Iteration 34F: 3 clusters Score -2.466303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -883729.125000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -883729.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -877223.000000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -877223 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -879241.312500 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -879241.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -879675.812500 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -879675.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -880041.562500 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -880041.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -880417.000000 Penalty: 4465.034668
	Iteration 4F: 3 clusters Score -880417 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -880768.937500 Penalty: 4465.034668
	Iteration 5F: 3 clusters Score -880768.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -881081.312500 Penalty: 4465.034668
	Iteration 6Q: 3 clusters Score -881081.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -881367.812500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -881367.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -881673.000000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -881673 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -882016.562500 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -882016.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -882369.687500 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -882369.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -882708.437500 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -882708.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -882944.562500 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -882944.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -883052.937500 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -883052.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -883098.875000 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -883098.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -883119.437500 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -883119.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -883131.500000 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -883131.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -883140.687500 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -883140.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -883142.312500 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -883142.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -883146.562500 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -883146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -883147.250000 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -883147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -883149.687500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -883149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -883150.625000 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -883150.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -883150.625000 Penalty: 4465.034668
	Iteration 23F: 3 clusters Score -883150.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -295294.187500 Penalty: 1986.404419
	Iteration 0F: 2 clusters Score -295294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -292039.968750 Penalty: 3972.808838
	Iteration 0F: 3 clusters Score -292040 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -292764.562500 Penalty: 3972.808838
	Iteration 1F: 3 clusters Score -292764.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -292952.718750 Penalty: 3972.808838
	Iteration 2F: 3 clusters Score -292952.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -293120.250000 Penalty: 3972.808838
	Iteration 3F: 3 clusters Score -293120.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -293258.500000 Penalty: 3972.808838
	Iteration 4Q: 3 clusters Score -293258.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -293381.906250 Penalty: 3972.808838
	Iteration 5Q: 3 clusters Score -293381.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -293480.625000 Penalty: 3972.808838
	Iteration 6Q: 3 clusters Score -293480.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -293582.125000 Penalty: 3972.808838
	Iteration 7Q: 3 clusters Score -293582.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -293707.031250 Penalty: 3972.808838
	Iteration 8Q: 3 clusters Score -293707 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -293840.031250 Penalty: 3972.808838
	Iteration 9Q: 3 clusters Score -293840 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -293961.687500 Penalty: 3972.808838
	Iteration 10Q: 3 clusters Score -293961.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -294060.343750 Penalty: 3972.808838
	Iteration 11Q: 3 clusters Score -294060.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -294165.250000 Penalty: 3972.808838
	Iteration 12Q: 3 clusters Score -294165.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -294263.812500 Penalty: 3972.808838
	Iteration 13Q: 3 clusters Score -294263.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -294359.843750 Penalty: 3972.808838
	Iteration 14Q: 3 clusters Score -294359.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -294437.781250 Penalty: 3972.808838
	Iteration 15Q: 3 clusters Score -294437.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -294510.250000 Penalty: 3972.808838
	Iteration 16Q: 3 clusters Score -294510.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -294561.937500 Penalty: 3972.808838
	Iteration 17Q: 3 clusters Score -294561.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -294606.218750 Penalty: 3972.808838
	Iteration 18Q: 3 clusters Score -294606.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -294638.375000 Penalty: 3972.808838
	Iteration 19Q: 3 clusters Score -294638.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -294665.437500 Penalty: 3972.808838
	Iteration 20F: 3 clusters Score -294665.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -294690.218750 Penalty: 3972.808838
	Iteration 21Q: 3 clusters Score -294690.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -294713.562500 Penalty: 3972.808838
	Iteration 22Q: 3 clusters Score -294713.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -294728.156250 Penalty: 3972.808838
	Iteration 23Q: 3 clusters Score -294728.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -294734.312500 Penalty: 3972.808838
	Iteration 24Q: 3 clusters Score -294734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -294735.656250 Penalty: 3972.808838
	Iteration 25Q: 3 clusters Score -294735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -294736.656250 Penalty: 3972.808838
	Iteration 26Q: 3 clusters Score -294736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -294737.281250 Penalty: 3972.808838
	Iteration 27Q: 3 clusters Score -294737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -294738.406250 Penalty: 3972.808838
	Iteration 28Q: 3 clusters Score -294738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -294739.718750 Penalty: 3972.808838
	Iteration 29Q: 3 clusters Score -294739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -294740.437500 Penalty: 3972.808838
	Iteration 30Q: 3 clusters Score -294740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -294741.343750 Penalty: 3972.808838
	Iteration 31Q: 3 clusters Score -294741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -294742.218750 Penalty: 3972.808838
	Iteration 32Q: 3 clusters Score -294742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -294742.906250 Penalty: 3972.808838
	Iteration 33Q: 3 clusters Score -294742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -294742.906250 Penalty: 3972.808838
	Iteration 34F: 3 clusters Score -294742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Entering Unmasked Estep 
Score: -1537069.250000 Penalty: 2382.811035
	Iteration 0F: 2 clusters Score -1537069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1526397.875000 Penalty: 4765.622070
	Iteration 0F: 3 clusters Score -1526398 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1530033.125000 Penalty: 4765.622070
	Iteration 1F: 3 clusters Score -1530033 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1530777.000000 Penalty: 4765.622070
	Iteration 2F: 3 clusters Score -1530777 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1531543.875000 Penalty: 4765.622070
	Iteration 3F: 3 clusters Score -1531544 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1532386.125000 Penalty: 4765.622070
	Iteration 4F: 3 clusters Score -1532386 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1533207.500000 Penalty: 4765.622070
	Iteration 5F: 3 clusters Score -1533208 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1534015.375000 Penalty: 4765.622070
	Iteration 6F: 3 clusters Score -1534015 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1534720.500000 Penalty: 4765.622070
	Iteration 7F: 3 clusters Score -1534720 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1535234.625000 Penalty: 4765.622070
	Iteration 8Q: 3 clusters Score -1535235 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1535504.125000 Penalty: 4765.622070
	Iteration 9Q: 3 clusters Score -1535504 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1535633.000000 Penalty: 4765.622070
	Iteration 10Q: 3 clusters Score -1535633 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1535717.125000 Penalty: 4765.622070
	Iteration 11Q: 3 clusters Score -1535717 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1535775.875000 Penalty: 4765.622070
	Iteration 12Q: 3 clusters Score -1535776 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1535807.125000 Penalty: 4765.622070
	Iteration 13Q: 3 clusters Score -1535807 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1535835.500000 Penalty: 4765.622070
	Iteration 14Q: 3 clusters Score -1535836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1535857.000000 Penalty: 4765.622070
	Iteration 15Q: 3 clusters Score -1535857 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1535866.625000 Penalty: 4765.622070
	Iteration 16Q: 3 clusters Score -1535867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1535880.125000 Penalty: 4765.622070
	Iteration 17Q: 3 clusters Score -1535880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1535885.500000 Penalty: 4765.622070
	Iteration 18Q: 3 clusters Score -1535886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1535892.250000 Penalty: 4765.622070
	Iteration 19Q: 3 clusters Score -1535892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1535899.625000 Penalty: 4765.622070
	Iteration 20F: 3 clusters Score -1535900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1535901.750000 Penalty: 4765.622070
	Iteration 21Q: 3 clusters Score -1535902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1535908.125000 Penalty: 4765.622070
	Iteration 22Q: 3 clusters Score -1535908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1535906.250000 Penalty: 4765.622070
	Iteration 23Q: 3 clusters Score -1535906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1535912.000000 Penalty: 4765.622070
	Iteration 24Q: 3 clusters Score -1535912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1535911.750000 Penalty: 4765.622070
	Iteration 25Q: 3 clusters Score -1535912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1535912.250000 Penalty: 4765.622070
	Iteration 26Q: 3 clusters Score -1535912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1535914.500000 Penalty: 4765.622070
	Iteration 27Q: 3 clusters Score -1535914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1535915.250000 Penalty: 4765.622070
	Iteration 28Q: 3 clusters Score -1535915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1535915.375000 Penalty: 4765.622070
	Iteration 29Q: 3 clusters Score -1535915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1535913.750000 Penalty: 4765.622070
	Iteration 30Q: 3 clusters Score -1535914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1535921.750000 Penalty: 4765.622070
	Iteration 31Q: 3 clusters Score -1535922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1535922.250000 Penalty: 4765.622070
	Iteration 32Q: 3 clusters Score -1535922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1535925.625000 Penalty: 4765.622070
	Iteration 33Q: 3 clusters Score -1535926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1535927.625000 Penalty: 4765.622070
	Iteration 34Q: 3 clusters Score -1535928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1535926.375000 Penalty: 4765.622070
	Iteration 35Q: 3 clusters Score -1535926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1535923.375000 Penalty: 4765.622070
	Iteration 36Q: 3 clusters Score -1535923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1535924.500000 Penalty: 4765.622070
	Iteration 37Q: 3 clusters Score -1535924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1535924.125000 Penalty: 4765.622070
	Iteration 38Q: 3 clusters Score -1535924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1535926.250000 Penalty: 4765.622070
	Iteration 39Q: 3 clusters Score -1535926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1535927.375000 Penalty: 4765.622070
	Iteration 40F: 3 clusters Score -1535927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1535926.125000 Penalty: 4765.622070
	Iteration 41Q: 3 clusters Score -1535926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1535923.250000 Penalty: 4765.622070
	Iteration 42Q: 3 clusters Score -1535923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1535927.000000 Penalty: 4765.622070
	Iteration 43Q: 3 clusters Score -1535927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1535931.500000 Penalty: 4765.622070
	Iteration 44Q: 3 clusters Score -1535932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1535932.125000 Penalty: 4765.622070
	Iteration 45Q: 3 clusters Score -1535932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1535933.000000 Penalty: 4765.622070
	Iteration 46Q: 3 clusters Score -1535933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1535934.625000 Penalty: 4765.622070
	Iteration 47Q: 3 clusters Score -1535935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1535933.625000 Penalty: 4765.622070
	Iteration 48Q: 3 clusters Score -1535934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1535935.375000 Penalty: 4765.622070
	Iteration 49Q: 3 clusters Score -1535935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1535934.750000 Penalty: 4765.622070
	Iteration 50Q: 3 clusters Score -1535935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1535935.625000 Penalty: 4765.622070
	Iteration 51Q: 3 clusters Score -1535936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1535934.500000 Penalty: 4765.622070
	Iteration 52Q: 3 clusters Score -1535934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1535934.500000 Penalty: 4765.622070
	Iteration 53F: 3 clusters Score -1535934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Entering Unmasked Estep 
Score: -1547109.375000 Penalty: 2389.533447
	Iteration 0F: 2 clusters Score -1547109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1536093.500000 Penalty: 4779.066895
	Iteration 0F: 3 clusters Score -1536094 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1540001.375000 Penalty: 4779.066895
	Iteration 1F: 3 clusters Score -1540001 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1540881.250000 Penalty: 4779.066895
	Iteration 2F: 3 clusters Score -1540881 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1541763.375000 Penalty: 4779.066895
	Iteration 3F: 3 clusters Score -1541763 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1542598.000000 Penalty: 4779.066895
	Iteration 4F: 3 clusters Score -1542598 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1543389.375000 Penalty: 4779.066895
	Iteration 5F: 3 clusters Score -1543389 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1544075.625000 Penalty: 4779.066895
	Iteration 6F: 3 clusters Score -1544076 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1544555.250000 Penalty: 4779.066895
	Iteration 7Q: 3 clusters Score -1544555 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1544889.875000 Penalty: 4779.066895
	Iteration 8Q: 3 clusters Score -1544890 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1545108.875000 Penalty: 4779.066895
	Iteration 9Q: 3 clusters Score -1545109 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1545287.500000 Penalty: 4779.066895
	Iteration 10Q: 3 clusters Score -1545288 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1545431.500000 Penalty: 4779.066895
	Iteration 11Q: 3 clusters Score -1545432 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1545537.625000 Penalty: 4779.066895
	Iteration 12Q: 3 clusters Score -1545538 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1545613.250000 Penalty: 4779.066895
	Iteration 13Q: 3 clusters Score -1545613 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1545666.625000 Penalty: 4779.066895
	Iteration 14Q: 3 clusters Score -1545667 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1545702.000000 Penalty: 4779.066895
	Iteration 15Q: 3 clusters Score -1545702 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1545741.875000 Penalty: 4779.066895
	Iteration 16Q: 3 clusters Score -1545742 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1545772.750000 Penalty: 4779.066895
	Iteration 17Q: 3 clusters Score -1545773 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1545792.125000 Penalty: 4779.066895
	Iteration 18Q: 3 clusters Score -1545792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1545817.000000 Penalty: 4779.066895
	Iteration 19Q: 3 clusters Score -1545817 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1545824.375000 Penalty: 4779.066895
	Iteration 20F: 3 clusters Score -1545824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1545835.750000 Penalty: 4779.066895
	Iteration 21Q: 3 clusters Score -1545836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1545846.000000 Penalty: 4779.066895
	Iteration 22Q: 3 clusters Score -1545846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1545853.625000 Penalty: 4779.066895
	Iteration 23Q: 3 clusters Score -1545854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1545857.250000 Penalty: 4779.066895
	Iteration 24Q: 3 clusters Score -1545857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1545863.000000 Penalty: 4779.066895
	Iteration 25Q: 3 clusters Score -1545863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1545867.250000 Penalty: 4779.066895
	Iteration 26Q: 3 clusters Score -1545867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1545868.125000 Penalty: 4779.066895
	Iteration 27Q: 3 clusters Score -1545868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1545866.375000 Penalty: 4779.066895
	Iteration 28Q: 3 clusters Score -1545866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1545872.500000 Penalty: 4779.066895
	Iteration 29Q: 3 clusters Score -1545872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1545874.750000 Penalty: 4779.066895
	Iteration 30Q: 3 clusters Score -1545875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1545874.500000 Penalty: 4779.066895
	Iteration 31Q: 3 clusters Score -1545874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1545876.125000 Penalty: 4779.066895
	Iteration 32Q: 3 clusters Score -1545876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1545878.750000 Penalty: 4779.066895
	Iteration 33Q: 3 clusters Score -1545879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1545875.625000 Penalty: 4779.066895
	Iteration 34Q: 3 clusters Score -1545876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1545879.500000 Penalty: 4779.066895
	Iteration 35Q: 3 clusters Score -1545880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1545878.000000 Penalty: 4779.066895
	Iteration 36Q: 3 clusters Score -1545878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1545881.500000 Penalty: 4779.066895
	Iteration 37Q: 3 clusters Score -1545882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1545890.500000 Penalty: 4779.066895
	Iteration 38Q: 3 clusters Score -1545890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1545892.375000 Penalty: 4779.066895
	Iteration 39Q: 3 clusters Score -1545892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1545891.750000 Penalty: 4779.066895
	Iteration 40F: 3 clusters Score -1545892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1545901.625000 Penalty: 4779.066895
	Iteration 41Q: 3 clusters Score -1545902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1545903.750000 Penalty: 4779.066895
	Iteration 42Q: 3 clusters Score -1545904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1545900.750000 Penalty: 4779.066895
	Iteration 43Q: 3 clusters Score -1545901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1545906.125000 Penalty: 4779.066895
	Iteration 44Q: 3 clusters Score -1545906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1545907.750000 Penalty: 4779.066895
	Iteration 45Q: 3 clusters Score -1545908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1545912.500000 Penalty: 4779.066895
	Iteration 46Q: 3 clusters Score -1545912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1545911.500000 Penalty: 4779.066895
	Iteration 47Q: 3 clusters Score -1545912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1545913.750000 Penalty: 4779.066895
	Iteration 48Q: 3 clusters Score -1545914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1545915.125000 Penalty: 4779.066895
	Iteration 49Q: 3 clusters Score -1545915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1545913.125000 Penalty: 4779.066895
	Iteration 50Q: 3 clusters Score -1545913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1545916.375000 Penalty: 4779.066895
	Iteration 51Q: 3 clusters Score -1545916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1545915.750000 Penalty: 4779.066895
	Iteration 52Q: 3 clusters Score -1545916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1545915.750000 Penalty: 4779.066895
	Iteration 53Q: 3 clusters Score -1545916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1545914.500000 Penalty: 4779.066895
	Iteration 54Q: 3 clusters Score -1545914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1545917.250000 Penalty: 4779.066895
	Iteration 55Q: 3 clusters Score -1545917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1545923.875000 Penalty: 4779.066895
	Iteration 56Q: 3 clusters Score -1545924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1545920.875000 Penalty: 4779.066895
	Iteration 57Q: 3 clusters Score -1545921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1545921.250000 Penalty: 4779.066895
	Iteration 58Q: 3 clusters Score -1545921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1545921.875000 Penalty: 4779.066895
	Iteration 59Q: 3 clusters Score -1545922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1545920.875000 Penalty: 4779.066895
	Iteration 60F: 3 clusters Score -1545921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1545922.000000 Penalty: 4779.066895
	Iteration 61Q: 3 clusters Score -1545922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1545924.000000 Penalty: 4779.066895
	Iteration 62Q: 3 clusters Score -1545924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1545924.000000 Penalty: 4779.066895
	Iteration 63F: 3 clusters Score -1545924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (144593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144593 members 
Entering Unmasked Estep 
Score: -16234439.000000 Penalty: 2946.656250
	Iteration 0F: 2 clusters Score -1.623444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -16137702.000000 Penalty: 5893.312500
	Iteration 0F: 3 clusters Score -1.61377e+07 nChanged 69076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 76290 members 
Entering Unmasked Estep 
Score: -16177716.000000 Penalty: 5893.312500
	Iteration 1F: 3 clusters Score -1.617772e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -16178672.000000 Penalty: 5893.312500
	Iteration 2Q: 3 clusters Score -1.617867e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -16180086.000000 Penalty: 5893.312500
	Iteration 3Q: 3 clusters Score -1.618009e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -16182429.000000 Penalty: 5893.312500
	Iteration 4Q: 3 clusters Score -1.618243e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -16186937.000000 Penalty: 5893.312500
	Iteration 5F: 3 clusters Score -1.618694e+07 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -16195102.000000 Penalty: 5893.312500
	Iteration 6F: 3 clusters Score -1.61951e+07 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 119585 members 
Entering Unmasked Estep 
Score: -16207090.000000 Penalty: 5893.312500
	Iteration 7F: 3 clusters Score -1.620709e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 131771 members 
Entering Unmasked Estep 
Score: -16219339.000000 Penalty: 5893.312500
	Iteration 8F: 3 clusters Score -1.621934e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 139602 members 
Entering Unmasked Estep 
Score: -16227031.000000 Penalty: 5893.312500
	Iteration 9F: 3 clusters Score -1.622703e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 142930 members 
Entering Unmasked Estep 
Score: -16230391.000000 Penalty: 5893.312500
	Iteration 10Q: 3 clusters Score -1.623039e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 143957 members 
Entering Unmasked Estep 
Score: -16231274.000000 Penalty: 5893.312500
	Iteration 11Q: 3 clusters Score -1.623127e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 144230 members 
Entering Unmasked Estep 
Score: -16231565.000000 Penalty: 5893.312500
	Iteration 12Q: 3 clusters Score -1.623156e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 144296 members 
Entering Unmasked Estep 
Score: -16231692.000000 Penalty: 5893.312500
	Iteration 13Q: 3 clusters Score -1.623169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 144321 members 
Entering Unmasked Estep 
Score: -16231729.000000 Penalty: 5893.312500
	Iteration 14Q: 3 clusters Score -1.623173e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144333 members 
Entering Unmasked Estep 
Score: -16231765.000000 Penalty: 5893.312500
	Iteration 15Q: 3 clusters Score -1.623176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 144343 members 
Entering Unmasked Estep 
Score: -16231781.000000 Penalty: 5893.312500
	Iteration 16Q: 3 clusters Score -1.623178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 144346 members 
Entering Unmasked Estep 
Score: -16231791.000000 Penalty: 5893.312500
	Iteration 17Q: 3 clusters Score -1.623179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 144348 members 
Entering Unmasked Estep 
Score: -16231800.000000 Penalty: 5893.312500
	Iteration 18Q: 3 clusters Score -1.62318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 144353 members 
Entering Unmasked Estep 
Score: -16231816.000000 Penalty: 5893.312500
	Iteration 19Q: 3 clusters Score -1.623182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 144354 members 
Entering Unmasked Estep 
Score: -16231820.000000 Penalty: 5893.312500
	Iteration 20F: 3 clusters Score -1.623182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 144356 members 
Entering Unmasked Estep 
Score: -16231826.000000 Penalty: 5893.312500
	Iteration 21Q: 3 clusters Score -1.623183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 144358 members 
Entering Unmasked Estep 
Score: -16231836.000000 Penalty: 5893.312500
	Iteration 22Q: 3 clusters Score -1.623184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 144358 members 
Entering Unmasked Estep 
Score: -16231835.000000 Penalty: 5893.312500
	Iteration 23Q: 3 clusters Score -1.623184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -16231831.000000 Penalty: 5893.312500
	Iteration 24Q: 3 clusters Score -1.623183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 144361 members 
Entering Unmasked Estep 
Score: -16231832.000000 Penalty: 5893.312500
	Iteration 25Q: 3 clusters Score -1.623183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 144361 members 
Entering Unmasked Estep 
Score: -16231832.000000 Penalty: 5893.312500
	Iteration 26F: 3 clusters Score -1.623183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Entering Unmasked Estep 
Score: -898132.562500 Penalty: 2230.369873
	Iteration 0F: 2 clusters Score -898132.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -891635.437500 Penalty: 4460.739746
	Iteration 0F: 3 clusters Score -891635.4 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -893506.062500 Penalty: 4460.739746
	Iteration 1F: 3 clusters Score -893506.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -893916.250000 Penalty: 4460.739746
	Iteration 2F: 3 clusters Score -893916.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -894199.187500 Penalty: 4460.739746
	Iteration 3F: 3 clusters Score -894199.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -894393.375000 Penalty: 4460.739746
	Iteration 4Q: 3 clusters Score -894393.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -894551.750000 Penalty: 4460.739746
	Iteration 5Q: 3 clusters Score -894551.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -894715.312500 Penalty: 4460.739746
	Iteration 6Q: 3 clusters Score -894715.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -894897.750000 Penalty: 4460.739746
	Iteration 7Q: 3 clusters Score -894897.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -895102.187500 Penalty: 4460.739746
	Iteration 8Q: 3 clusters Score -895102.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -895342.687500 Penalty: 4460.739746
	Iteration 9Q: 3 clusters Score -895342.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -895605.750000 Penalty: 4460.739746
	Iteration 10Q: 3 clusters Score -895605.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -895910.125000 Penalty: 4460.739746
	Iteration 11Q: 3 clusters Score -895910.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -896161.687500 Penalty: 4460.739746
	Iteration 12Q: 3 clusters Score -896161.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -896365.625000 Penalty: 4460.739746
	Iteration 13Q: 3 clusters Score -896365.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -896517.812500 Penalty: 4460.739746
	Iteration 14Q: 3 clusters Score -896517.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -896655.687500 Penalty: 4460.739746
	Iteration 15Q: 3 clusters Score -896655.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -896781.500000 Penalty: 4460.739746
	Iteration 16Q: 3 clusters Score -896781.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -896866.437500 Penalty: 4460.739746
	Iteration 17Q: 3 clusters Score -896866.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -896922.750000 Penalty: 4460.739746
	Iteration 18Q: 3 clusters Score -896922.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -896977.875000 Penalty: 4460.739746
	Iteration 19Q: 3 clusters Score -896977.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -897022.375000 Penalty: 4460.739746
	Iteration 20F: 3 clusters Score -897022.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -897056.812500 Penalty: 4460.739746
	Iteration 21Q: 3 clusters Score -897056.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -897091.437500 Penalty: 4460.739746
	Iteration 22Q: 3 clusters Score -897091.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -897129.750000 Penalty: 4460.739746
	Iteration 23Q: 3 clusters Score -897129.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -897181.625000 Penalty: 4460.739746
	Iteration 24Q: 3 clusters Score -897181.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -897247.187500 Penalty: 4460.739746
	Iteration 25Q: 3 clusters Score -897247.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -897335.875000 Penalty: 4460.739746
	Iteration 26Q: 3 clusters Score -897335.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -897468.687500 Penalty: 4460.739746
	Iteration 27Q: 3 clusters Score -897468.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -897654.375000 Penalty: 4460.739746
	Iteration 28Q: 3 clusters Score -897654.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -897825.312500 Penalty: 4460.739746
	Iteration 29Q: 3 clusters Score -897825.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -897958.375000 Penalty: 4460.739746
	Iteration 30Q: 3 clusters Score -897958.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -898048.062500 Penalty: 4460.739746
	Iteration 31Q: 3 clusters Score -898048.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -898095.062500 Penalty: 4460.739746
	Iteration 32Q: 3 clusters Score -898095.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -898143.187500 Penalty: 4460.739746
	Iteration 33Q: 3 clusters Score -898143.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -898175.562500 Penalty: 4460.739746
	Iteration 34Q: 3 clusters Score -898175.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -898203.687500 Penalty: 4460.739746
	Iteration 35Q: 3 clusters Score -898203.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -898217.750000 Penalty: 4460.739746
	Iteration 36Q: 3 clusters Score -898217.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -898230.625000 Penalty: 4460.739746
	Iteration 37Q: 3 clusters Score -898230.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -898241.687500 Penalty: 4460.739746
	Iteration 38Q: 3 clusters Score -898241.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -898246.250000 Penalty: 4460.739746
	Iteration 39Q: 3 clusters Score -898246.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -898251.375000 Penalty: 4460.739746
	Iteration 40F: 3 clusters Score -898251.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -898253.687500 Penalty: 4460.739746
	Iteration 41Q: 3 clusters Score -898253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -898254.750000 Penalty: 4460.739746
	Iteration 42Q: 3 clusters Score -898254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -898256.125000 Penalty: 4460.739746
	Iteration 43Q: 3 clusters Score -898256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -898254.812500 Penalty: 4460.739746
	Iteration 44Q: 3 clusters Score -898254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -898258.312500 Penalty: 4460.739746
	Iteration 45Q: 3 clusters Score -898258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -898257.375000 Penalty: 4460.739746
	Iteration 46Q: 3 clusters Score -898257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -898256.875000 Penalty: 4460.739746
	Iteration 47Q: 3 clusters Score -898256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -898257.187500 Penalty: 4460.739746
	Iteration 48Q: 3 clusters Score -898257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -898259.000000 Penalty: 4460.739746
	Iteration 49Q: 3 clusters Score -898259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -898260.437500 Penalty: 4460.739746
	Iteration 50Q: 3 clusters Score -898260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -898259.875000 Penalty: 4460.739746
	Iteration 51Q: 3 clusters Score -898259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -898259.875000 Penalty: 4460.739746
	Iteration 52F: 3 clusters Score -898259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12121 members 
Mstep: Class 21 contains 11741 members 
Mstep: Class 22 contains 19230 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 57491 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 4738 members 
Entering Unmasked Estep 
Score: -139237632.000000 Penalty: 177975.546875
Splitting cluster 10 changes total score from -139238784.000000 to -139237632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (38267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Entering Unmasked Estep 
Score: -4318367.500000 Penalty: 2616.981201
	Iteration 0F: 2 clusters Score -4318368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4292317.000000 Penalty: 5233.962402
	Iteration 0F: 3 clusters Score -4292317 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4302449.000000 Penalty: 5233.962402
	Iteration 1F: 3 clusters Score -4302449 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4303817.000000 Penalty: 5233.962402
	Iteration 2F: 3 clusters Score -4303817 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -4305957.000000 Penalty: 5233.962402
	Iteration 3F: 3 clusters Score -4305957 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4308694.000000 Penalty: 5233.962402
	Iteration 4F: 3 clusters Score -4308694 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4311323.000000 Penalty: 5233.962402
	Iteration 5F: 3 clusters Score -4311323 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -4313361.500000 Penalty: 5233.962402
	Iteration 6F: 3 clusters Score -4313362 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -4314547.500000 Penalty: 5233.962402
	Iteration 7F: 3 clusters Score -4314548 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -4315361.500000 Penalty: 5233.962402
	Iteration 8Q: 3 clusters Score -4315362 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4315988.000000 Penalty: 5233.962402
	Iteration 9Q: 3 clusters Score -4315988 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4316540.000000 Penalty: 5233.962402
	Iteration 10Q: 3 clusters Score -4316540 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4316953.500000 Penalty: 5233.962402
	Iteration 11Q: 3 clusters Score -4316954 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4317307.500000 Penalty: 5233.962402
	Iteration 12Q: 3 clusters Score -4317308 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4317621.000000 Penalty: 5233.962402
	Iteration 13Q: 3 clusters Score -4317621 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4317855.000000 Penalty: 5233.962402
	Iteration 14Q: 3 clusters Score -4317855 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4318025.000000 Penalty: 5233.962402
	Iteration 15Q: 3 clusters Score -4318025 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4318114.500000 Penalty: 5233.962402
	Iteration 16Q: 3 clusters Score -4318114 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4318202.000000 Penalty: 5233.962402
	Iteration 17Q: 3 clusters Score -4318202 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4318272.500000 Penalty: 5233.962402
	Iteration 18Q: 3 clusters Score -4318272 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4318322.000000 Penalty: 5233.962402
	Iteration 19Q: 3 clusters Score -4318322 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4318362.000000 Penalty: 5233.962402
	Iteration 20F: 3 clusters Score -4318362 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4318388.500000 Penalty: 5233.962402
	Iteration 21Q: 3 clusters Score -4318388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4318402.000000 Penalty: 5233.962402
	Iteration 22Q: 3 clusters Score -4318402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4318414.500000 Penalty: 5233.962402
	Iteration 23Q: 3 clusters Score -4318414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4318431.500000 Penalty: 5233.962402
	Iteration 24Q: 3 clusters Score -4318432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4318441.000000 Penalty: 5233.962402
	Iteration 25Q: 3 clusters Score -4318441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4318450.000000 Penalty: 5233.962402
	Iteration 26Q: 3 clusters Score -4318450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4318459.500000 Penalty: 5233.962402
	Iteration 27Q: 3 clusters Score -4318460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4318458.500000 Penalty: 5233.962402
	Iteration 28Q: 3 clusters Score -4318458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4318456.000000 Penalty: 5233.962402
	Iteration 29Q: 3 clusters Score -4318456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4318456.500000 Penalty: 5233.962402
	Iteration 30Q: 3 clusters Score -4318456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4318458.500000 Penalty: 5233.962402
	Iteration 31Q: 3 clusters Score -4318458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -4318461.000000 Penalty: 5233.962402
	Iteration 32Q: 3 clusters Score -4318461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4318457.500000 Penalty: 5233.962402
	Iteration 33Q: 3 clusters Score -4318458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4318464.500000 Penalty: 5233.962402
	Iteration 34Q: 3 clusters Score -4318464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4318461.500000 Penalty: 5233.962402
	Iteration 35Q: 3 clusters Score -4318462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4318464.500000 Penalty: 5233.962402
	Iteration 36Q: 3 clusters Score -4318464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4318461.500000 Penalty: 5233.962402
	Iteration 37Q: 3 clusters Score -4318462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4318465.500000 Penalty: 5233.962402
	Iteration 38Q: 3 clusters Score -4318466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -4318472.500000 Penalty: 5233.962402
	Iteration 39Q: 3 clusters Score -4318472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4318475.500000 Penalty: 5233.962402
	Iteration 40F: 3 clusters Score -4318476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4318477.000000 Penalty: 5233.962402
	Iteration 41Q: 3 clusters Score -4318477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4318486.000000 Penalty: 5233.962402
	Iteration 42Q: 3 clusters Score -4318486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4318481.000000 Penalty: 5233.962402
	Iteration 43Q: 3 clusters Score -4318481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4318485.000000 Penalty: 5233.962402
	Iteration 44Q: 3 clusters Score -4318485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4318481.000000 Penalty: 5233.962402
	Iteration 45Q: 3 clusters Score -4318481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4318477.000000 Penalty: 5233.962402
	Iteration 46Q: 3 clusters Score -4318477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4318482.000000 Penalty: 5233.962402
	Iteration 47Q: 3 clusters Score -4318482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4318482.000000 Penalty: 5233.962402
	Iteration 48F: 3 clusters Score -4318482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12121 members 
Mstep: Class 21 contains 11741 members 
Mstep: Class 22 contains 19230 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 57491 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 33062 members 
Entering Unmasked Estep 
Score: -139237888.000000 Penalty: 177975.546875
Splitting cluster 11 changes total score from -139238784.000000 to -139237888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -1088551.500000 Penalty: 2286.705811
	Iteration 0F: 2 clusters Score -1088552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1080827.875000 Penalty: 4573.411621
	Iteration 0F: 3 clusters Score -1080828 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1083003.625000 Penalty: 4573.411621
	Iteration 1F: 3 clusters Score -1083004 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1083355.875000 Penalty: 4573.411621
	Iteration 2F: 3 clusters Score -1083356 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1083691.750000 Penalty: 4573.411621
	Iteration 3F: 3 clusters Score -1083692 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1084004.125000 Penalty: 4573.411621
	Iteration 4F: 3 clusters Score -1084004 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1084312.375000 Penalty: 4573.411621
	Iteration 5F: 3 clusters Score -1084312 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1084603.750000 Penalty: 4573.411621
	Iteration 6Q: 3 clusters Score -1084604 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1084851.750000 Penalty: 4573.411621
	Iteration 7Q: 3 clusters Score -1084852 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1085088.000000 Penalty: 4573.411621
	Iteration 8Q: 3 clusters Score -1085088 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1085324.375000 Penalty: 4573.411621
	Iteration 9Q: 3 clusters Score -1085324 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1085525.625000 Penalty: 4573.411621
	Iteration 10Q: 3 clusters Score -1085526 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1085709.000000 Penalty: 4573.411621
	Iteration 11Q: 3 clusters Score -1085709 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1085885.625000 Penalty: 4573.411621
	Iteration 12Q: 3 clusters Score -1085886 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1086032.750000 Penalty: 4573.411621
	Iteration 13Q: 3 clusters Score -1086033 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1086168.875000 Penalty: 4573.411621
	Iteration 14Q: 3 clusters Score -1086169 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1086274.500000 Penalty: 4573.411621
	Iteration 15Q: 3 clusters Score -1086274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1086345.750000 Penalty: 4573.411621
	Iteration 16Q: 3 clusters Score -1086346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1086401.750000 Penalty: 4573.411621
	Iteration 17Q: 3 clusters Score -1086402 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1086455.875000 Penalty: 4573.411621
	Iteration 18Q: 3 clusters Score -1086456 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1086505.250000 Penalty: 4573.411621
	Iteration 19Q: 3 clusters Score -1086505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1086542.375000 Penalty: 4573.411621
	Iteration 20F: 3 clusters Score -1086542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1086572.750000 Penalty: 4573.411621
	Iteration 21Q: 3 clusters Score -1086573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1086596.250000 Penalty: 4573.411621
	Iteration 22Q: 3 clusters Score -1086596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1086613.500000 Penalty: 4573.411621
	Iteration 23Q: 3 clusters Score -1086614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1086633.000000 Penalty: 4573.411621
	Iteration 24Q: 3 clusters Score -1086633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1086639.375000 Penalty: 4573.411621
	Iteration 25Q: 3 clusters Score -1086639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1086646.250000 Penalty: 4573.411621
	Iteration 26Q: 3 clusters Score -1086646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1086651.500000 Penalty: 4573.411621
	Iteration 27Q: 3 clusters Score -1086652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1086657.500000 Penalty: 4573.411621
	Iteration 28Q: 3 clusters Score -1086658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1086662.250000 Penalty: 4573.411621
	Iteration 29Q: 3 clusters Score -1086662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1086667.250000 Penalty: 4573.411621
	Iteration 30Q: 3 clusters Score -1086667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1086674.125000 Penalty: 4573.411621
	Iteration 31Q: 3 clusters Score -1086674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1086677.750000 Penalty: 4573.411621
	Iteration 32Q: 3 clusters Score -1086678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1086680.250000 Penalty: 4573.411621
	Iteration 33Q: 3 clusters Score -1086680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1086681.000000 Penalty: 4573.411621
	Iteration 34Q: 3 clusters Score -1086681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1086683.500000 Penalty: 4573.411621
	Iteration 35Q: 3 clusters Score -1086684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1086687.625000 Penalty: 4573.411621
	Iteration 36Q: 3 clusters Score -1086688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1086692.625000 Penalty: 4573.411621
	Iteration 37Q: 3 clusters Score -1086693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1086692.875000 Penalty: 4573.411621
	Iteration 38Q: 3 clusters Score -1086693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1086694.250000 Penalty: 4573.411621
	Iteration 39Q: 3 clusters Score -1086694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1086696.250000 Penalty: 4573.411621
	Iteration 40F: 3 clusters Score -1086696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1086698.375000 Penalty: 4573.411621
	Iteration 41Q: 3 clusters Score -1086698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1086699.750000 Penalty: 4573.411621
	Iteration 42Q: 3 clusters Score -1086700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1086700.750000 Penalty: 4573.411621
	Iteration 43Q: 3 clusters Score -1086701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1086704.125000 Penalty: 4573.411621
	Iteration 44Q: 3 clusters Score -1086704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1086705.750000 Penalty: 4573.411621
	Iteration 45Q: 3 clusters Score -1086706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1086707.375000 Penalty: 4573.411621
	Iteration 46Q: 3 clusters Score -1086707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1086712.625000 Penalty: 4573.411621
	Iteration 47Q: 3 clusters Score -1086713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1086719.125000 Penalty: 4573.411621
	Iteration 48Q: 3 clusters Score -1086719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1086723.875000 Penalty: 4573.411621
	Iteration 49Q: 3 clusters Score -1086724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1086726.250000 Penalty: 4573.411621
	Iteration 50Q: 3 clusters Score -1086726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1086726.750000 Penalty: 4573.411621
	Iteration 51Q: 3 clusters Score -1086727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1086732.875000 Penalty: 4573.411621
	Iteration 52Q: 3 clusters Score -1086733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1086737.875000 Penalty: 4573.411621
	Iteration 53Q: 3 clusters Score -1086738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1086739.000000 Penalty: 4573.411621
	Iteration 54Q: 3 clusters Score -1086739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1086741.250000 Penalty: 4573.411621
	Iteration 55Q: 3 clusters Score -1086741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1086742.625000 Penalty: 4573.411621
	Iteration 56Q: 3 clusters Score -1086743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1086742.750000 Penalty: 4573.411621
	Iteration 57Q: 3 clusters Score -1086743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1086743.125000 Penalty: 4573.411621
	Iteration 58Q: 3 clusters Score -1086743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1086742.875000 Penalty: 4573.411621
	Iteration 59Q: 3 clusters Score -1086743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1086744.500000 Penalty: 4573.411621
	Iteration 60F: 3 clusters Score -1086744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1086747.750000 Penalty: 4573.411621
	Iteration 61Q: 3 clusters Score -1086748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1086748.375000 Penalty: 4573.411621
	Iteration 62Q: 3 clusters Score -1086748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1086747.375000 Penalty: 4573.411621
	Iteration 63Q: 3 clusters Score -1086747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1086747.500000 Penalty: 4573.411621
	Iteration 64Q: 3 clusters Score -1086748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1086749.500000 Penalty: 4573.411621
	Iteration 65Q: 3 clusters Score -1086750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1086748.500000 Penalty: 4573.411621
	Iteration 66Q: 3 clusters Score -1086748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1086748.375000 Penalty: 4573.411621
	Iteration 67Q: 3 clusters Score -1086748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1086748.375000 Penalty: 4573.411621
	Iteration 68F: 3 clusters Score -1086748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110128 members 
Entering Unmasked Estep 
Score: -12387769.000000 Penalty: 2879.130859
	Iteration 0F: 2 clusters Score -1.238777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -12313890.000000 Penalty: 5758.261719
	Iteration 0F: 3 clusters Score -1.231389e+07 nChanged 52289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -12344309.000000 Penalty: 5758.261719
	Iteration 1F: 3 clusters Score -1.234431e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -12345562.000000 Penalty: 5758.261719
	Iteration 2Q: 3 clusters Score -1.234556e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -12347556.000000 Penalty: 5758.261719
	Iteration 3Q: 3 clusters Score -1.234756e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -12350621.000000 Penalty: 5758.261719
	Iteration 4F: 3 clusters Score -1.235062e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -12355827.000000 Penalty: 5758.261719
	Iteration 5F: 3 clusters Score -1.235583e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -12363318.000000 Penalty: 5758.261719
	Iteration 6F: 3 clusters Score -1.236332e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -12372046.000000 Penalty: 5758.261719
	Iteration 7F: 3 clusters Score -1.237205e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -12378933.000000 Penalty: 5758.261719
	Iteration 8F: 3 clusters Score -1.237893e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106398 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -12382760.000000 Penalty: 5758.261719
	Iteration 9Q: 3 clusters Score -1.238276e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -12384365.000000 Penalty: 5758.261719
	Iteration 10Q: 3 clusters Score -1.238436e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12385013.000000 Penalty: 5758.261719
	Iteration 11Q: 3 clusters Score -1.238501e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12385310.000000 Penalty: 5758.261719
	Iteration 12Q: 3 clusters Score -1.238531e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109147 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12385534.000000 Penalty: 5758.261719
	Iteration 13Q: 3 clusters Score -1.238553e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12385688.000000 Penalty: 5758.261719
	Iteration 14Q: 3 clusters Score -1.238569e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12385822.000000 Penalty: 5758.261719
	Iteration 15Q: 3 clusters Score -1.238582e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12385939.000000 Penalty: 5758.261719
	Iteration 16Q: 3 clusters Score -1.238594e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12386010.000000 Penalty: 5758.261719
	Iteration 17Q: 3 clusters Score -1.238601e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12386065.000000 Penalty: 5758.261719
	Iteration 18Q: 3 clusters Score -1.238606e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12386109.000000 Penalty: 5758.261719
	Iteration 19Q: 3 clusters Score -1.238611e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109219 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12386117.000000 Penalty: 5758.261719
	Iteration 20F: 3 clusters Score -1.238612e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109212 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12386133.000000 Penalty: 5758.261719
	Iteration 21Q: 3 clusters Score -1.238613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12386151.000000 Penalty: 5758.261719
	Iteration 22Q: 3 clusters Score -1.238615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12386156.000000 Penalty: 5758.261719
	Iteration 23Q: 3 clusters Score -1.238616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12386170.000000 Penalty: 5758.261719
	Iteration 24Q: 3 clusters Score -1.238617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109199 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12386162.000000 Penalty: 5758.261719
	Iteration 25Q: 3 clusters Score -1.238616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -12386168.000000 Penalty: 5758.261719
	Iteration 26Q: 3 clusters Score -1.238617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12386185.000000 Penalty: 5758.261719
	Iteration 27Q: 3 clusters Score -1.238618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109186 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12386181.000000 Penalty: 5758.261719
	Iteration 28Q: 3 clusters Score -1.238618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12386177.000000 Penalty: 5758.261719
	Iteration 29Q: 3 clusters Score -1.238618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109176 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12386195.000000 Penalty: 5758.261719
	Iteration 30Q: 3 clusters Score -1.23862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12386195.000000 Penalty: 5758.261719
	Iteration 31Q: 3 clusters Score -1.23862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109171 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12386193.000000 Penalty: 5758.261719
	Iteration 32Q: 3 clusters Score -1.238619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12386183.000000 Penalty: 5758.261719
	Iteration 33Q: 3 clusters Score -1.238618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12386179.000000 Penalty: 5758.261719
	Iteration 34Q: 3 clusters Score -1.238618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12386179.000000 Penalty: 5758.261719
	Iteration 35F: 3 clusters Score -1.238618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -539959.750000 Penalty: 2113.599365
	Iteration 0F: 2 clusters Score -539959.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -535375.875000 Penalty: 4227.198730
	Iteration 0F: 3 clusters Score -535375.9 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -536427.750000 Penalty: 4227.198730
	Iteration 1F: 3 clusters Score -536427.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -536694.500000 Penalty: 4227.198730
	Iteration 2F: 3 clusters Score -536694.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -536946.375000 Penalty: 4227.198730
	Iteration 3F: 3 clusters Score -536946.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -537306.250000 Penalty: 4227.198730
	Iteration 4F: 3 clusters Score -537306.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -537911.375000 Penalty: 4227.198730
	Iteration 5F: 3 clusters Score -537911.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -538576.812500 Penalty: 4227.198730
	Iteration 6F: 3 clusters Score -538576.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -538965.187500 Penalty: 4227.198730
	Iteration 7F: 3 clusters Score -538965.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -539124.562500 Penalty: 4227.198730
	Iteration 8Q: 3 clusters Score -539124.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -539198.437500 Penalty: 4227.198730
	Iteration 9Q: 3 clusters Score -539198.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -539252.187500 Penalty: 4227.198730
	Iteration 10Q: 3 clusters Score -539252.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -539278.562500 Penalty: 4227.198730
	Iteration 11Q: 3 clusters Score -539278.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -539296.750000 Penalty: 4227.198730
	Iteration 12Q: 3 clusters Score -539296.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -539310.062500 Penalty: 4227.198730
	Iteration 13Q: 3 clusters Score -539310.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -539322.312500 Penalty: 4227.198730
	Iteration 14Q: 3 clusters Score -539322.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -539332.562500 Penalty: 4227.198730
	Iteration 15Q: 3 clusters Score -539332.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -539345.312500 Penalty: 4227.198730
	Iteration 16Q: 3 clusters Score -539345.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -539357.937500 Penalty: 4227.198730
	Iteration 17Q: 3 clusters Score -539357.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -539367.250000 Penalty: 4227.198730
	Iteration 18Q: 3 clusters Score -539367.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -539374.500000 Penalty: 4227.198730
	Iteration 19Q: 3 clusters Score -539374.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -539379.687500 Penalty: 4227.198730
	Iteration 20F: 3 clusters Score -539379.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -539384.437500 Penalty: 4227.198730
	Iteration 21Q: 3 clusters Score -539384.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -539388.750000 Penalty: 4227.198730
	Iteration 22Q: 3 clusters Score -539388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -539391.187500 Penalty: 4227.198730
	Iteration 23Q: 3 clusters Score -539391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -539391.000000 Penalty: 4227.198730
	Iteration 24Q: 3 clusters Score -539391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -539392.812500 Penalty: 4227.198730
	Iteration 25Q: 3 clusters Score -539392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -539394.750000 Penalty: 4227.198730
	Iteration 26Q: 3 clusters Score -539394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -539396.000000 Penalty: 4227.198730
	Iteration 27Q: 3 clusters Score -539396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -539398.437500 Penalty: 4227.198730
	Iteration 28Q: 3 clusters Score -539398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -539398.437500 Penalty: 4227.198730
	Iteration 29F: 3 clusters Score -539398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -615991.187500 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -615991.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -610929.625000 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -610929.6 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -612267.250000 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -612267.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -612545.937500 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -612545.9 nChanged 308
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: -612709.062500 Penalty: 4302.231934
	Iteration 3F: 3 clusters Score -612709.1 nChanged 206
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: -612794.625000 Penalty: 4302.231934
	Iteration 4Q: 3 clusters Score -612794.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -612870.375000 Penalty: 4302.231934
	Iteration 5Q: 3 clusters Score -612870.4 nChanged 157
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: -612948.812500 Penalty: 4302.231934
	Iteration 6Q: 3 clusters Score -612948.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -613030.187500 Penalty: 4302.231934
	Iteration 7Q: 3 clusters Score -613030.2 nChanged 163
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: -613117.125000 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -613117.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -613190.812500 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -613190.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -613265.750000 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -613265.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -613342.625000 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -613342.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -613423.187500 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -613423.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -613543.312500 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -613543.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -613692.812500 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -613692.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -613844.812500 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -613844.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -613994.625000 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -613994.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -614130.500000 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -614130.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -614234.875000 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -614234.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -614322.875000 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -614322.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -614398.750000 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -614398.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -614474.375000 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -614474.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -614566.125000 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -614566.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -614641.812500 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -614641.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -614688.437500 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -614688.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -614717.000000 Penalty: 4302.231934
	Iteration 25Q: 3 clusters Score -614717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -614729.937500 Penalty: 4302.231934
	Iteration 26Q: 3 clusters Score -614729.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -614741.812500 Penalty: 4302.231934
	Iteration 27Q: 3 clusters Score -614741.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -614752.750000 Penalty: 4302.231934
	Iteration 28Q: 3 clusters Score -614752.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -614758.625000 Penalty: 4302.231934
	Iteration 29Q: 3 clusters Score -614758.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -614762.687500 Penalty: 4302.231934
	Iteration 30Q: 3 clusters Score -614762.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -614766.250000 Penalty: 4302.231934
	Iteration 31Q: 3 clusters Score -614766.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -614767.812500 Penalty: 4302.231934
	Iteration 32Q: 3 clusters Score -614767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -614767.875000 Penalty: 4302.231934
	Iteration 33Q: 3 clusters Score -614767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -614768.937500 Penalty: 4302.231934
	Iteration 34Q: 3 clusters Score -614768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -614769.812500 Penalty: 4302.231934
	Iteration 35Q: 3 clusters Score -614769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -614769.312500 Penalty: 4302.231934
	Iteration 36Q: 3 clusters Score -614769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -614769.312500 Penalty: 4302.231934
	Iteration 37F: 3 clusters Score -614769.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Entering Unmasked Estep 
Score: -730863.250000 Penalty: 2209.423340
	Iteration 0F: 2 clusters Score -730863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -724833.125000 Penalty: 4418.846680
	Iteration 0F: 3 clusters Score -724833.1 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -726617.250000 Penalty: 4418.846680
	Iteration 1F: 3 clusters Score -726617.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -727035.687500 Penalty: 4418.846680
	Iteration 2F: 3 clusters Score -727035.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -727461.812500 Penalty: 4418.846680
	Iteration 3F: 3 clusters Score -727461.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -727912.500000 Penalty: 4418.846680
	Iteration 4F: 3 clusters Score -727912.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -728448.875000 Penalty: 4418.846680
	Iteration 5F: 3 clusters Score -728448.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -729010.250000 Penalty: 4418.846680
	Iteration 6F: 3 clusters Score -729010.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -729542.500000 Penalty: 4418.846680
	Iteration 7F: 3 clusters Score -729542.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -730000.937500 Penalty: 4418.846680
	Iteration 8F: 3 clusters Score -730000.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -730362.500000 Penalty: 4418.846680
	Iteration 9Q: 3 clusters Score -730362.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -730650.125000 Penalty: 4418.846680
	Iteration 10Q: 3 clusters Score -730650.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -730855.312500 Penalty: 4418.846680
	Iteration 11Q: 3 clusters Score -730855.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -730971.125000 Penalty: 4418.846680
	Iteration 12Q: 3 clusters Score -730971.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -731033.062500 Penalty: 4418.846680
	Iteration 13Q: 3 clusters Score -731033.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -731068.312500 Penalty: 4418.846680
	Iteration 14Q: 3 clusters Score -731068.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -731087.312500 Penalty: 4418.846680
	Iteration 15Q: 3 clusters Score -731087.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -731101.562500 Penalty: 4418.846680
	Iteration 16Q: 3 clusters Score -731101.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -731114.062500 Penalty: 4418.846680
	Iteration 17Q: 3 clusters Score -731114.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -731118.500000 Penalty: 4418.846680
	Iteration 18Q: 3 clusters Score -731118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -731120.875000 Penalty: 4418.846680
	Iteration 19Q: 3 clusters Score -731120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -731120.875000 Penalty: 4418.846680
	Iteration 20F: 3 clusters Score -731120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 12121 members 
Mstep: Class 21 contains 11741 members 
Mstep: Class 22 contains 19230 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 57491 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 2752 members 
Entering Unmasked Estep 
Score: -139238048.000000 Penalty: 177975.546875
Splitting cluster 16 changes total score from -139238784.000000 to -139238048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (130325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130325 members 
Entering Unmasked Estep 
Score: -14674337.000000 Penalty: 2920.891113
	Iteration 0F: 2 clusters Score -1.467434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -14586759.000000 Penalty: 5841.782227
	Iteration 0F: 3 clusters Score -1.458676e+07 nChanged 62340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -14623339.000000 Penalty: 5841.782227
	Iteration 1F: 3 clusters Score -1.462334e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -14625243.000000 Penalty: 5841.782227
	Iteration 2Q: 3 clusters Score -1.462524e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -14628253.000000 Penalty: 5841.782227
	Iteration 3F: 3 clusters Score -1.462825e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -14632570.000000 Penalty: 5841.782227
	Iteration 4F: 3 clusters Score -1.463257e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -14637146.000000 Penalty: 5841.782227
	Iteration 5F: 3 clusters Score -1.463715e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -14641755.000000 Penalty: 5841.782227
	Iteration 6F: 3 clusters Score -1.464176e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -14645825.000000 Penalty: 5841.782227
	Iteration 7F: 3 clusters Score -1.464582e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -14649760.000000 Penalty: 5841.782227
	Iteration 8F: 3 clusters Score -1.464976e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 108061 members 
Entering Unmasked Estep 
Score: -14653863.000000 Penalty: 5841.782227
	Iteration 9Q: 3 clusters Score -1.465386e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -14658535.000000 Penalty: 5841.782227
	Iteration 10Q: 3 clusters Score -1.465854e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 119886 members 
Entering Unmasked Estep 
Score: -14663267.000000 Penalty: 5841.782227
	Iteration 11Q: 3 clusters Score -1.466327e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 124338 members 
Entering Unmasked Estep 
Score: -14667192.000000 Penalty: 5841.782227
	Iteration 12Q: 3 clusters Score -1.466719e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 127101 members 
Entering Unmasked Estep 
Score: -14669575.000000 Penalty: 5841.782227
	Iteration 13Q: 3 clusters Score -1.466958e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 128556 members 
Entering Unmasked Estep 
Score: -14670812.000000 Penalty: 5841.782227
	Iteration 14Q: 3 clusters Score -1.467081e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 129219 members 
Entering Unmasked Estep 
Score: -14671304.000000 Penalty: 5841.782227
	Iteration 15Q: 3 clusters Score -1.46713e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -14671568.000000 Penalty: 5841.782227
	Iteration 16Q: 3 clusters Score -1.467157e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -14671703.000000 Penalty: 5841.782227
	Iteration 17Q: 3 clusters Score -1.46717e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -14671756.000000 Penalty: 5841.782227
	Iteration 18Q: 3 clusters Score -1.467176e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 129772 members 
Entering Unmasked Estep 
Score: -14671810.000000 Penalty: 5841.782227
	Iteration 19Q: 3 clusters Score -1.467181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 129791 members 
Entering Unmasked Estep 
Score: -14671840.000000 Penalty: 5841.782227
	Iteration 20F: 3 clusters Score -1.467184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 129802 members 
Entering Unmasked Estep 
Score: -14671868.000000 Penalty: 5841.782227
	Iteration 21Q: 3 clusters Score -1.467187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 129805 members 
Entering Unmasked Estep 
Score: -14671861.000000 Penalty: 5841.782227
	Iteration 22Q: 3 clusters Score -1.467186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 129814 members 
Entering Unmasked Estep 
Score: -14671870.000000 Penalty: 5841.782227
	Iteration 23Q: 3 clusters Score -1.467187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -14671877.000000 Penalty: 5841.782227
	Iteration 24Q: 3 clusters Score -1.467188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 129821 members 
Entering Unmasked Estep 
Score: -14671878.000000 Penalty: 5841.782227
	Iteration 25Q: 3 clusters Score -1.467188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 129827 members 
Entering Unmasked Estep 
Score: -14671891.000000 Penalty: 5841.782227
	Iteration 26Q: 3 clusters Score -1.467189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 129832 members 
Entering Unmasked Estep 
Score: -14671883.000000 Penalty: 5841.782227
	Iteration 27Q: 3 clusters Score -1.467188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -14671883.000000 Penalty: 5841.782227
	Iteration 28Q: 3 clusters Score -1.467188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -14671890.000000 Penalty: 5841.782227
	Iteration 29Q: 3 clusters Score -1.467189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 129837 members 
Entering Unmasked Estep 
Score: -14671902.000000 Penalty: 5841.782227
	Iteration 30Q: 3 clusters Score -1.46719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -14671902.000000 Penalty: 5841.782227
	Iteration 31Q: 3 clusters Score -1.46719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -14671894.000000 Penalty: 5841.782227
	Iteration 32Q: 3 clusters Score -1.467189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -14671900.000000 Penalty: 5841.782227
	Iteration 33Q: 3 clusters Score -1.46719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -14671895.000000 Penalty: 5841.782227
	Iteration 34Q: 3 clusters Score -1.46719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -14671896.000000 Penalty: 5841.782227
	Iteration 35Q: 3 clusters Score -1.46719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 129843 members 
Entering Unmasked Estep 
Score: -14671907.000000 Penalty: 5841.782227
	Iteration 36Q: 3 clusters Score -1.467191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -14671911.000000 Penalty: 5841.782227
	Iteration 37Q: 3 clusters Score -1.467191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -14671902.000000 Penalty: 5841.782227
	Iteration 38Q: 3 clusters Score -1.46719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -14671911.000000 Penalty: 5841.782227
	Iteration 39Q: 3 clusters Score -1.467191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -14671911.000000 Penalty: 5841.782227
	Iteration 40F: 3 clusters Score -1.467191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Entering Unmasked Estep 
Score: -1066961.875000 Penalty: 2282.047363
	Iteration 0F: 2 clusters Score -1066962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1059443.500000 Penalty: 4564.094727
	Iteration 0F: 3 clusters Score -1059444 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1061603.250000 Penalty: 4564.094727
	Iteration 1F: 3 clusters Score -1061603 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1061951.750000 Penalty: 4564.094727
	Iteration 2F: 3 clusters Score -1061952 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1062230.125000 Penalty: 4564.094727
	Iteration 3F: 3 clusters Score -1062230 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1062460.000000 Penalty: 4564.094727
	Iteration 4Q: 3 clusters Score -1062460 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1062670.375000 Penalty: 4564.094727
	Iteration 5Q: 3 clusters Score -1062670 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1062898.625000 Penalty: 4564.094727
	Iteration 6Q: 3 clusters Score -1062899 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1063171.625000 Penalty: 4564.094727
	Iteration 7Q: 3 clusters Score -1063172 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1063528.000000 Penalty: 4564.094727
	Iteration 8Q: 3 clusters Score -1063528 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1063904.500000 Penalty: 4564.094727
	Iteration 9F: 3 clusters Score -1063904 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1064223.500000 Penalty: 4564.094727
	Iteration 10Q: 3 clusters Score -1064224 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1064493.500000 Penalty: 4564.094727
	Iteration 11Q: 3 clusters Score -1064494 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1064709.000000 Penalty: 4564.094727
	Iteration 12Q: 3 clusters Score -1064709 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1064874.500000 Penalty: 4564.094727
	Iteration 13Q: 3 clusters Score -1064874 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1065008.750000 Penalty: 4564.094727
	Iteration 14Q: 3 clusters Score -1065009 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1065122.500000 Penalty: 4564.094727
	Iteration 15Q: 3 clusters Score -1065122 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1065213.375000 Penalty: 4564.094727
	Iteration 16Q: 3 clusters Score -1065213 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1065281.375000 Penalty: 4564.094727
	Iteration 17Q: 3 clusters Score -1065281 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1065334.375000 Penalty: 4564.094727
	Iteration 18Q: 3 clusters Score -1065334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1065371.500000 Penalty: 4564.094727
	Iteration 19Q: 3 clusters Score -1065372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1065403.500000 Penalty: 4564.094727
	Iteration 20F: 3 clusters Score -1065404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1065439.375000 Penalty: 4564.094727
	Iteration 21Q: 3 clusters Score -1065439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1065458.750000 Penalty: 4564.094727
	Iteration 22Q: 3 clusters Score -1065459 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1065475.750000 Penalty: 4564.094727
	Iteration 23Q: 3 clusters Score -1065476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1065490.125000 Penalty: 4564.094727
	Iteration 24Q: 3 clusters Score -1065490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1065500.875000 Penalty: 4564.094727
	Iteration 25Q: 3 clusters Score -1065501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1065514.375000 Penalty: 4564.094727
	Iteration 26Q: 3 clusters Score -1065514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1065521.750000 Penalty: 4564.094727
	Iteration 27Q: 3 clusters Score -1065522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1065526.000000 Penalty: 4564.094727
	Iteration 28Q: 3 clusters Score -1065526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1065534.500000 Penalty: 4564.094727
	Iteration 29Q: 3 clusters Score -1065534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1065540.625000 Penalty: 4564.094727
	Iteration 30Q: 3 clusters Score -1065541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1065547.375000 Penalty: 4564.094727
	Iteration 31Q: 3 clusters Score -1065547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1065550.500000 Penalty: 4564.094727
	Iteration 32Q: 3 clusters Score -1065550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1065554.375000 Penalty: 4564.094727
	Iteration 33Q: 3 clusters Score -1065554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1065556.750000 Penalty: 4564.094727
	Iteration 34Q: 3 clusters Score -1065557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1065557.125000 Penalty: 4564.094727
	Iteration 35Q: 3 clusters Score -1065557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1065561.625000 Penalty: 4564.094727
	Iteration 36Q: 3 clusters Score -1065562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1065564.250000 Penalty: 4564.094727
	Iteration 37Q: 3 clusters Score -1065564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1065567.125000 Penalty: 4564.094727
	Iteration 38Q: 3 clusters Score -1065567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1065573.125000 Penalty: 4564.094727
	Iteration 39Q: 3 clusters Score -1065573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1065577.625000 Penalty: 4564.094727
	Iteration 40F: 3 clusters Score -1065578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1065579.125000 Penalty: 4564.094727
	Iteration 41Q: 3 clusters Score -1065579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1065581.500000 Penalty: 4564.094727
	Iteration 42Q: 3 clusters Score -1065582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1065587.125000 Penalty: 4564.094727
	Iteration 43Q: 3 clusters Score -1065587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1065589.625000 Penalty: 4564.094727
	Iteration 44Q: 3 clusters Score -1065590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1065593.375000 Penalty: 4564.094727
	Iteration 45Q: 3 clusters Score -1065593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1065594.875000 Penalty: 4564.094727
	Iteration 46Q: 3 clusters Score -1065595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1065597.750000 Penalty: 4564.094727
	Iteration 47Q: 3 clusters Score -1065598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1065597.875000 Penalty: 4564.094727
	Iteration 48Q: 3 clusters Score -1065598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1065599.625000 Penalty: 4564.094727
	Iteration 49Q: 3 clusters Score -1065600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1065601.000000 Penalty: 4564.094727
	Iteration 50Q: 3 clusters Score -1065601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1065601.000000 Penalty: 4564.094727
	Iteration 51Q: 3 clusters Score -1065601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1065601.250000 Penalty: 4564.094727
	Iteration 52Q: 3 clusters Score -1065601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1065602.625000 Penalty: 4564.094727
	Iteration 53Q: 3 clusters Score -1065603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1065603.625000 Penalty: 4564.094727
	Iteration 54Q: 3 clusters Score -1065604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1065603.625000 Penalty: 4564.094727
	Iteration 55F: 3 clusters Score -1065604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -63486.058594 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -63486.06 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 359 members 
Entering Unmasked Estep 
Score: -61977.910156 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -61977.91 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62372.273438 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -62372.27 nChanged 108
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: -62948.449219 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -62948.45 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63913.656250 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -63913.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64894.664062 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -64894.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65518.019531 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -65518.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65602.843750 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -65602.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65626.929688 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -65626.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65661.515625 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -65661.52 nChanged 3
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: -65696.937500 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -65696.94 nChanged 2
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: -65709.789062 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -65709.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65712.562500 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -65712.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65712.562500 Penalty: 3274.210205
	Iteration 12F: 3 clusters Score -65712.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 12121 members 
Mstep: Class 21 contains 11741 members 
Mstep: Class 22 contains 19230 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 57491 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Entering Unmasked Estep 
Score: -139239408.000000 Penalty: 177975.546875
Splitting cluster 19 changes total score from -139238784.000000 to -139239408.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 20 (12121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Entering Unmasked Estep 
Score: -1327768.125000 Penalty: 2331.868164
	Iteration 0F: 2 clusters Score -1327768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1318694.875000 Penalty: 4663.736328
	Iteration 0F: 3 clusters Score -1318695 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1321725.375000 Penalty: 4663.736328
	Iteration 1F: 3 clusters Score -1321725 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1322659.250000 Penalty: 4663.736328
	Iteration 2F: 3 clusters Score -1322659 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1323917.750000 Penalty: 4663.736328
	Iteration 3F: 3 clusters Score -1323918 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1325165.875000 Penalty: 4663.736328
	Iteration 4F: 3 clusters Score -1325166 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1325944.500000 Penalty: 4663.736328
	Iteration 5F: 3 clusters Score -1325944 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1326388.500000 Penalty: 4663.736328
	Iteration 6F: 3 clusters Score -1326388 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1326629.250000 Penalty: 4663.736328
	Iteration 7Q: 3 clusters Score -1326629 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1326765.250000 Penalty: 4663.736328
	Iteration 8Q: 3 clusters Score -1326765 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1326852.875000 Penalty: 4663.736328
	Iteration 9Q: 3 clusters Score -1326853 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1326902.000000 Penalty: 4663.736328
	Iteration 10Q: 3 clusters Score -1326902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1326939.125000 Penalty: 4663.736328
	Iteration 11Q: 3 clusters Score -1326939 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1326962.625000 Penalty: 4663.736328
	Iteration 12Q: 3 clusters Score -1326963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1326976.500000 Penalty: 4663.736328
	Iteration 13Q: 3 clusters Score -1326976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1326995.750000 Penalty: 4663.736328
	Iteration 14Q: 3 clusters Score -1326996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1327008.125000 Penalty: 4663.736328
	Iteration 15Q: 3 clusters Score -1327008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1327021.250000 Penalty: 4663.736328
	Iteration 16Q: 3 clusters Score -1327021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1327033.750000 Penalty: 4663.736328
	Iteration 17Q: 3 clusters Score -1327034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1327040.000000 Penalty: 4663.736328
	Iteration 18Q: 3 clusters Score -1327040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1327051.375000 Penalty: 4663.736328
	Iteration 19Q: 3 clusters Score -1327051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1327063.500000 Penalty: 4663.736328
	Iteration 20F: 3 clusters Score -1327064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1327072.375000 Penalty: 4663.736328
	Iteration 21Q: 3 clusters Score -1327072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1327079.000000 Penalty: 4663.736328
	Iteration 22Q: 3 clusters Score -1327079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1327088.125000 Penalty: 4663.736328
	Iteration 23Q: 3 clusters Score -1327088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1327099.750000 Penalty: 4663.736328
	Iteration 24Q: 3 clusters Score -1327100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1327110.250000 Penalty: 4663.736328
	Iteration 25Q: 3 clusters Score -1327110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1327113.125000 Penalty: 4663.736328
	Iteration 26Q: 3 clusters Score -1327113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1327119.750000 Penalty: 4663.736328
	Iteration 27Q: 3 clusters Score -1327120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1327133.125000 Penalty: 4663.736328
	Iteration 28Q: 3 clusters Score -1327133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1327140.750000 Penalty: 4663.736328
	Iteration 29Q: 3 clusters Score -1327141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1327142.375000 Penalty: 4663.736328
	Iteration 30Q: 3 clusters Score -1327142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1327151.750000 Penalty: 4663.736328
	Iteration 31Q: 3 clusters Score -1327152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1327156.125000 Penalty: 4663.736328
	Iteration 32Q: 3 clusters Score -1327156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1327168.750000 Penalty: 4663.736328
	Iteration 33Q: 3 clusters Score -1327169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1327172.625000 Penalty: 4663.736328
	Iteration 34Q: 3 clusters Score -1327173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1327176.000000 Penalty: 4663.736328
	Iteration 35Q: 3 clusters Score -1327176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1327180.500000 Penalty: 4663.736328
	Iteration 36Q: 3 clusters Score -1327180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1327190.500000 Penalty: 4663.736328
	Iteration 37Q: 3 clusters Score -1327190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1327196.875000 Penalty: 4663.736328
	Iteration 38Q: 3 clusters Score -1327197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1327198.625000 Penalty: 4663.736328
	Iteration 39Q: 3 clusters Score -1327199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1327211.750000 Penalty: 4663.736328
	Iteration 40F: 3 clusters Score -1327212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1327214.375000 Penalty: 4663.736328
	Iteration 41Q: 3 clusters Score -1327214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1327219.250000 Penalty: 4663.736328
	Iteration 42Q: 3 clusters Score -1327219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1327226.500000 Penalty: 4663.736328
	Iteration 43Q: 3 clusters Score -1327226 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1327232 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1327235 nChanged 29
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Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1327233 nChanged 32
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Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1327238 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1327244 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1327248 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1327252 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1327262 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1327268 nChanged 49
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Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1327277 nChanged 44
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Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1327283 nChanged 39
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Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1327288 nChanged 37
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Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1327300 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1327303 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1327308 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1327315 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1327324 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1327330 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1327343 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1327349.250000 Penalty: 4663.736328
	Iteration 63Q: 3 clusters Score -1327349 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1327367 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1327379 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1327395 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1327424 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1327458 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1327492 nChanged 105
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Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1327524 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1327555 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1327598 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1327646 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1327702.000000 Penalty: 4663.736328
	Iteration 74Q: 3 clusters Score -1327702 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1327774 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1327887 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1328030 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1328188 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1328359 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1328598 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1328863 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1329133 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1329375 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1329576.250000 Penalty: 4663.736328
	Iteration 84Q: 3 clusters Score -1329576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1329701 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1329771 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1329802.625000 Penalty: 4663.736328
	Iteration 87Q: 3 clusters Score -1329803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1329816.500000 Penalty: 4663.736328
	Iteration 88Q: 3 clusters Score -1329816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1329826.875000 Penalty: 4663.736328
	Iteration 89Q: 3 clusters Score -1329827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1329831.000000 Penalty: 4663.736328
	Iteration 90Q: 3 clusters Score -1329831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1329834.625000 Penalty: 4663.736328
	Iteration 91Q: 3 clusters Score -1329835 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1329837.500000 Penalty: 4663.736328
	Iteration 92Q: 3 clusters Score -1329838 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1329840.875000 Penalty: 4663.736328
	Iteration 93Q: 3 clusters Score -1329841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1329847.250000 Penalty: 4663.736328
	Iteration 94Q: 3 clusters Score -1329847 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1329850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1329847 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1329849 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1329848 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9522 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1329850 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1329873.125000 Penalty: 4663.736328
	Iteration 100F: 3 clusters Score -1329873 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1329890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1329896.875000 Penalty: 4663.736328
	Iteration 102Q: 3 clusters Score -1329897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1329895.625000 Penalty: 4663.736328
	Iteration 103Q: 3 clusters Score -1329896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1329896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1329897.875000 Penalty: 4663.736328
	Iteration 105Q: 3 clusters Score -1329898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1329905.125000 Penalty: 4663.736328
	Iteration 106Q: 3 clusters Score -1329905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1329904.250000 Penalty: 4663.736328
	Iteration 107Q: 3 clusters Score -1329904 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1329908.625000 Penalty: 4663.736328
	Iteration 108Q: 3 clusters Score -1329909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1329909 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1329913.875000 Penalty: 4663.736328
	Iteration 110Q: 3 clusters Score -1329914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1329915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1329920.500000 Penalty: 4663.736328
	Iteration 112Q: 3 clusters Score -1329920 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1329918.125000 Penalty: 4663.736328
	Iteration 113Q: 3 clusters Score -1329918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1329917.000000 Penalty: 4663.736328
	Iteration 114Q: 3 clusters Score -1329917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1329917.000000 Penalty: 4663.736328
	Iteration 115F: 3 clusters Score -1329917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 11741 members 
Mstep: Class 22 contains 19230 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 57491 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Entering Unmasked Estep 
Score: -139240656.000000 Penalty: 181465.265625
Splitting cluster 20 changes total score from -139238784.000000 to -139240656.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 21 (11741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11741 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1306626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5935 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1297767 nChanged 5020
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Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1300865 nChanged 978
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Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1301708 nChanged 949
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1302512 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1303199 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1303868 nChanged 705
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1304549 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1305324.250000 Penalty: 4647.937500
	Iteration 7F: 3 clusters Score -1305324 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1306228.000000 Penalty: 4647.937500
	Iteration 8Q: 3 clusters Score -1306228 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1307034.000000 Penalty: 4647.937500
	Iteration 9Q: 3 clusters Score -1307034 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1307631.000000 Penalty: 4647.937500
	Iteration 10Q: 3 clusters Score -1307631 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1308010.625000 Penalty: 4647.937500
	Iteration 11Q: 3 clusters Score -1308011 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1308153.750000 Penalty: 4647.937500
	Iteration 12Q: 3 clusters Score -1308154 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1308200.250000 Penalty: 4647.937500
	Iteration 13Q: 3 clusters Score -1308200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1308224.125000 Penalty: 4647.937500
	Iteration 14Q: 3 clusters Score -1308224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1308239.375000 Penalty: 4647.937500
	Iteration 15Q: 3 clusters Score -1308239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1308251.500000 Penalty: 4647.937500
	Iteration 16Q: 3 clusters Score -1308252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1308258.750000 Penalty: 4647.937500
	Iteration 17Q: 3 clusters Score -1308259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1308265.125000 Penalty: 4647.937500
	Iteration 18Q: 3 clusters Score -1308265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1308277.500000 Penalty: 4647.937500
	Iteration 19Q: 3 clusters Score -1308278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1308291.250000 Penalty: 4647.937500
	Iteration 20F: 3 clusters Score -1308291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1308299.125000 Penalty: 4647.937500
	Iteration 21Q: 3 clusters Score -1308299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1308310.375000 Penalty: 4647.937500
	Iteration 22Q: 3 clusters Score -1308310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1308319.000000 Penalty: 4647.937500
	Iteration 23Q: 3 clusters Score -1308319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1308325.625000 Penalty: 4647.937500
	Iteration 24Q: 3 clusters Score -1308326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1308336.625000 Penalty: 4647.937500
	Iteration 25Q: 3 clusters Score -1308337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1308346.750000 Penalty: 4647.937500
	Iteration 26Q: 3 clusters Score -1308347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1308355.250000 Penalty: 4647.937500
	Iteration 27Q: 3 clusters Score -1308355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1308362.875000 Penalty: 4647.937500
	Iteration 28Q: 3 clusters Score -1308363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1308378.000000 Penalty: 4647.937500
	Iteration 29Q: 3 clusters Score -1308378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1308404.625000 Penalty: 4647.937500
	Iteration 30Q: 3 clusters Score -1308405 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1308440.375000 Penalty: 4647.937500
	Iteration 31Q: 3 clusters Score -1308440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1308476.250000 Penalty: 4647.937500
	Iteration 32Q: 3 clusters Score -1308476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1308519.875000 Penalty: 4647.937500
	Iteration 33Q: 3 clusters Score -1308520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1308581.750000 Penalty: 4647.937500
	Iteration 34Q: 3 clusters Score -1308582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1308663.375000 Penalty: 4647.937500
	Iteration 35Q: 3 clusters Score -1308663 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1308756.875000 Penalty: 4647.937500
	Iteration 36Q: 3 clusters Score -1308757 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1308865.125000 Penalty: 4647.937500
	Iteration 37Q: 3 clusters Score -1308865 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1308990.125000 Penalty: 4647.937500
	Iteration 38Q: 3 clusters Score -1308990 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1309116.750000 Penalty: 4647.937500
	Iteration 39Q: 3 clusters Score -1309117 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1309320.500000 Penalty: 4647.937500
	Iteration 40F: 3 clusters Score -1309320 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1309626.875000 Penalty: 4647.937500
	Iteration 41Q: 3 clusters Score -1309627 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1309916.250000 Penalty: 4647.937500
	Iteration 42Q: 3 clusters Score -1309916 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1310135.250000 Penalty: 4647.937500
	Iteration 43Q: 3 clusters Score -1310135 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1310276.875000 Penalty: 4647.937500
	Iteration 44Q: 3 clusters Score -1310277 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1310361.125000 Penalty: 4647.937500
	Iteration 45Q: 3 clusters Score -1310361 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1310398.750000 Penalty: 4647.937500
	Iteration 46Q: 3 clusters Score -1310399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1310411.750000 Penalty: 4647.937500
	Iteration 47Q: 3 clusters Score -1310412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1310414.625000 Penalty: 4647.937500
	Iteration 48Q: 3 clusters Score -1310415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1310416.000000 Penalty: 4647.937500
	Iteration 49Q: 3 clusters Score -1310416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1310420.125000 Penalty: 4647.937500
	Iteration 50Q: 3 clusters Score -1310420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1310420.125000 Penalty: 4647.937500
	Iteration 51F: 3 clusters Score -1310420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 19230 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 57491 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Entering Unmasked Estep 
Score: -139243488.000000 Penalty: 184954.984375
Splitting cluster 21 changes total score from -139238784.000000 to -139243488.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 22 (19230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Entering Unmasked Estep 
Score: -2091749.375000 Penalty: 2446.328369
	Iteration 0F: 2 clusters Score -2091749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2078204.375000 Penalty: 4892.656738
	Iteration 0F: 3 clusters Score -2078204 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2083160.000000 Penalty: 4892.656738
	Iteration 1F: 3 clusters Score -2083160 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2084353.375000 Penalty: 4892.656738
	Iteration 2F: 3 clusters Score -2084353 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2085994.000000 Penalty: 4892.656738
	Iteration 3F: 3 clusters Score -2085994 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2087811.125000 Penalty: 4892.656738
	Iteration 4F: 3 clusters Score -2087811 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2089409.125000 Penalty: 4892.656738
	Iteration 5F: 3 clusters Score -2089409 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2090664.250000 Penalty: 4892.656738
	Iteration 6F: 3 clusters Score -2090664 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2091583.000000 Penalty: 4892.656738
	Iteration 7F: 3 clusters Score -2091583 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2092266.625000 Penalty: 4892.656738
	Iteration 8Q: 3 clusters Score -2092267 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2092867.375000 Penalty: 4892.656738
	Iteration 9Q: 3 clusters Score -2092867 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2093432.500000 Penalty: 4892.656738
	Iteration 10Q: 3 clusters Score -2093432 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2093744.500000 Penalty: 4892.656738
	Iteration 11Q: 3 clusters Score -2093744 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2093864.875000 Penalty: 4892.656738
	Iteration 12Q: 3 clusters Score -2093865 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2093914.375000 Penalty: 4892.656738
	Iteration 13Q: 3 clusters Score -2093914 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2093940.625000 Penalty: 4892.656738
	Iteration 14Q: 3 clusters Score -2093941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2093952.000000 Penalty: 4892.656738
	Iteration 15Q: 3 clusters Score -2093952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2093966.125000 Penalty: 4892.656738
	Iteration 16Q: 3 clusters Score -2093966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2093973.750000 Penalty: 4892.656738
	Iteration 17Q: 3 clusters Score -2093974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2093975.000000 Penalty: 4892.656738
	Iteration 18Q: 3 clusters Score -2093975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2093974.875000 Penalty: 4892.656738
	Iteration 19Q: 3 clusters Score -2093975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2093979.375000 Penalty: 4892.656738
	Iteration 20F: 3 clusters Score -2093979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2093980.875000 Penalty: 4892.656738
	Iteration 21Q: 3 clusters Score -2093981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2093978.250000 Penalty: 4892.656738
	Iteration 22Q: 3 clusters Score -2093978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2093979.125000 Penalty: 4892.656738
	Iteration 23Q: 3 clusters Score -2093979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2093984.625000 Penalty: 4892.656738
	Iteration 24Q: 3 clusters Score -2093985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2093988.250000 Penalty: 4892.656738
	Iteration 25Q: 3 clusters Score -2093988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2093989.500000 Penalty: 4892.656738
	Iteration 26Q: 3 clusters Score -2093990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2093992.375000 Penalty: 4892.656738
	Iteration 27Q: 3 clusters Score -2093992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2093998.625000 Penalty: 4892.656738
	Iteration 28Q: 3 clusters Score -2093999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2093997.750000 Penalty: 4892.656738
	Iteration 29Q: 3 clusters Score -2093998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2094001.625000 Penalty: 4892.656738
	Iteration 30Q: 3 clusters Score -2094002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2094000.625000 Penalty: 4892.656738
	Iteration 31Q: 3 clusters Score -2094001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2093999.125000 Penalty: 4892.656738
	Iteration 32Q: 3 clusters Score -2093999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2094002.875000 Penalty: 4892.656738
	Iteration 33Q: 3 clusters Score -2094003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2093996.625000 Penalty: 4892.656738
	Iteration 34Q: 3 clusters Score -2093997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2093996.625000 Penalty: 4892.656738
	Iteration 35Q: 3 clusters Score -2093997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2093998.750000 Penalty: 4892.656738
	Iteration 36Q: 3 clusters Score -2093999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2093995.750000 Penalty: 4892.656738
	Iteration 37Q: 3 clusters Score -2093996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2093995.750000 Penalty: 4892.656738
	Iteration 38F: 3 clusters Score -2093996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 57491 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Entering Unmasked Estep 
Score: -139244896.000000 Penalty: 188444.703125
Splitting cluster 22 changes total score from -139238784.000000 to -139244896.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 23 (5294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Entering Unmasked Estep 
Score: -458838.875000 Penalty: 2126.433594
	Iteration 0F: 2 clusters Score -458838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -454216.281250 Penalty: 4252.867188
	Iteration 0F: 3 clusters Score -454216.3 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -455666.906250 Penalty: 4252.867188
	Iteration 1F: 3 clusters Score -455666.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -456198.656250 Penalty: 4252.867188
	Iteration 2F: 3 clusters Score -456198.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -456678.968750 Penalty: 4252.867188
	Iteration 3F: 3 clusters Score -456679 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -457126.187500 Penalty: 4252.867188
	Iteration 4F: 3 clusters Score -457126.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -457460.343750 Penalty: 4252.867188
	Iteration 5F: 3 clusters Score -457460.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -457778.500000 Penalty: 4252.867188
	Iteration 6F: 3 clusters Score -457778.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -458038.062500 Penalty: 4252.867188
	Iteration 7Q: 3 clusters Score -458038.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -458316.812500 Penalty: 4252.867188
	Iteration 8Q: 3 clusters Score -458316.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -458589.218750 Penalty: 4252.867188
	Iteration 9Q: 3 clusters Score -458589.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -458769.375000 Penalty: 4252.867188
	Iteration 10Q: 3 clusters Score -458769.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -458880.312500 Penalty: 4252.867188
	Iteration 11Q: 3 clusters Score -458880.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -458959.375000 Penalty: 4252.867188
	Iteration 12Q: 3 clusters Score -458959.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -459032.656250 Penalty: 4252.867188
	Iteration 13Q: 3 clusters Score -459032.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -459101.406250 Penalty: 4252.867188
	Iteration 14Q: 3 clusters Score -459101.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -459170.218750 Penalty: 4252.867188
	Iteration 15Q: 3 clusters Score -459170.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -459226.687500 Penalty: 4252.867188
	Iteration 16Q: 3 clusters Score -459226.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -459266.968750 Penalty: 4252.867188
	Iteration 17Q: 3 clusters Score -459267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -459296.125000 Penalty: 4252.867188
	Iteration 18Q: 3 clusters Score -459296.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -459315.781250 Penalty: 4252.867188
	Iteration 19Q: 3 clusters Score -459315.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -459332.625000 Penalty: 4252.867188
	Iteration 20F: 3 clusters Score -459332.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -459340.968750 Penalty: 4252.867188
	Iteration 21Q: 3 clusters Score -459341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -459352.906250 Penalty: 4252.867188
	Iteration 22Q: 3 clusters Score -459352.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -459365.906250 Penalty: 4252.867188
	Iteration 23Q: 3 clusters Score -459365.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -459373.125000 Penalty: 4252.867188
	Iteration 24Q: 3 clusters Score -459373.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -459377.750000 Penalty: 4252.867188
	Iteration 25Q: 3 clusters Score -459377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -459379.687500 Penalty: 4252.867188
	Iteration 26Q: 3 clusters Score -459379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -459379.062500 Penalty: 4252.867188
	Iteration 27Q: 3 clusters Score -459379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -459379.062500 Penalty: 4252.867188
	Iteration 28F: 3 clusters Score -459379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 57491 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Entering Unmasked Estep 
Score: -139243792.000000 Penalty: 191934.406250
Splitting cluster 23 changes total score from -139238784.000000 to -139243792.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 24 (16438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Entering Unmasked Estep 
Score: -1754772.000000 Penalty: 2407.423096
	Iteration 0F: 2 clusters Score -1754772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1742913.250000 Penalty: 4814.846191
	Iteration 0F: 3 clusters Score -1742913 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1746611.875000 Penalty: 4814.846191
	Iteration 1F: 3 clusters Score -1746612 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1747158.375000 Penalty: 4814.846191
	Iteration 2F: 3 clusters Score -1747158 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1747742.375000 Penalty: 4814.846191
	Iteration 3F: 3 clusters Score -1747742 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1748429.625000 Penalty: 4814.846191
	Iteration 4F: 3 clusters Score -1748430 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1749218.875000 Penalty: 4814.846191
	Iteration 5F: 3 clusters Score -1749219 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1750032.375000 Penalty: 4814.846191
	Iteration 6F: 3 clusters Score -1750032 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1750711.875000 Penalty: 4814.846191
	Iteration 7F: 3 clusters Score -1750712 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1751219.875000 Penalty: 4814.846191
	Iteration 8Q: 3 clusters Score -1751220 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1751589.750000 Penalty: 4814.846191
	Iteration 9Q: 3 clusters Score -1751590 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1751861.000000 Penalty: 4814.846191
	Iteration 10Q: 3 clusters Score -1751861 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1752070.750000 Penalty: 4814.846191
	Iteration 11Q: 3 clusters Score -1752071 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1752217.875000 Penalty: 4814.846191
	Iteration 12Q: 3 clusters Score -1752218 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1752338.250000 Penalty: 4814.846191
	Iteration 13Q: 3 clusters Score -1752338 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1752438.500000 Penalty: 4814.846191
	Iteration 14Q: 3 clusters Score -1752438 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1752529.250000 Penalty: 4814.846191
	Iteration 15Q: 3 clusters Score -1752529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1752583.750000 Penalty: 4814.846191
	Iteration 16Q: 3 clusters Score -1752584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1752624.375000 Penalty: 4814.846191
	Iteration 17Q: 3 clusters Score -1752624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1752656.625000 Penalty: 4814.846191
	Iteration 18Q: 3 clusters Score -1752657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1752688.250000 Penalty: 4814.846191
	Iteration 19Q: 3 clusters Score -1752688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1752713.000000 Penalty: 4814.846191
	Iteration 20F: 3 clusters Score -1752713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1752728.750000 Penalty: 4814.846191
	Iteration 21Q: 3 clusters Score -1752729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1752745.875000 Penalty: 4814.846191
	Iteration 22Q: 3 clusters Score -1752746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1752758.500000 Penalty: 4814.846191
	Iteration 23Q: 3 clusters Score -1752758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1752773.250000 Penalty: 4814.846191
	Iteration 24Q: 3 clusters Score -1752773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1752784.375000 Penalty: 4814.846191
	Iteration 25Q: 3 clusters Score -1752784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1752786.375000 Penalty: 4814.846191
	Iteration 26Q: 3 clusters Score -1752786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1752790.750000 Penalty: 4814.846191
	Iteration 27Q: 3 clusters Score -1752791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1752797.750000 Penalty: 4814.846191
	Iteration 28Q: 3 clusters Score -1752798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1752804.375000 Penalty: 4814.846191
	Iteration 29Q: 3 clusters Score -1752804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1752808.750000 Penalty: 4814.846191
	Iteration 30Q: 3 clusters Score -1752809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1752808.875000 Penalty: 4814.846191
	Iteration 31Q: 3 clusters Score -1752809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1752817.375000 Penalty: 4814.846191
	Iteration 32Q: 3 clusters Score -1752817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1752824.250000 Penalty: 4814.846191
	Iteration 33Q: 3 clusters Score -1752824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1752826.500000 Penalty: 4814.846191
	Iteration 34Q: 3 clusters Score -1752826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1752834.625000 Penalty: 4814.846191
	Iteration 35Q: 3 clusters Score -1752835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1752841.500000 Penalty: 4814.846191
	Iteration 36Q: 3 clusters Score -1752842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1752855.375000 Penalty: 4814.846191
	Iteration 37Q: 3 clusters Score -1752855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1752857.375000 Penalty: 4814.846191
	Iteration 38Q: 3 clusters Score -1752857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1752869.000000 Penalty: 4814.846191
	Iteration 39Q: 3 clusters Score -1752869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1752877.125000 Penalty: 4814.846191
	Iteration 40F: 3 clusters Score -1752877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1752877.125000 Penalty: 4814.846191
	Iteration 41Q: 3 clusters Score -1752877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1752877.000000 Penalty: 4814.846191
	Iteration 42Q: 3 clusters Score -1752877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1752880.250000 Penalty: 4814.846191
	Iteration 43Q: 3 clusters Score -1752880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1752884.125000 Penalty: 4814.846191
	Iteration 44Q: 3 clusters Score -1752884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1752886.625000 Penalty: 4814.846191
	Iteration 45Q: 3 clusters Score -1752887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1752888.125000 Penalty: 4814.846191
	Iteration 46Q: 3 clusters Score -1752888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1752890.625000 Penalty: 4814.846191
	Iteration 47Q: 3 clusters Score -1752891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1752890.625000 Penalty: 4814.846191
	Iteration 48F: 3 clusters Score -1752891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Entering Unmasked Estep 
Score: -786518.187500 Penalty: 2206.116211
	Iteration 0F: 2 clusters Score -786518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -780562.500000 Penalty: 4412.232422
	Iteration 0F: 3 clusters Score -780562.5 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -782168.250000 Penalty: 4412.232422
	Iteration 1F: 3 clusters Score -782168.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -782492.875000 Penalty: 4412.232422
	Iteration 2F: 3 clusters Score -782492.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -782763.250000 Penalty: 4412.232422
	Iteration 3F: 3 clusters Score -782763.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -783016.812500 Penalty: 4412.232422
	Iteration 4F: 3 clusters Score -783016.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -783256.812500 Penalty: 4412.232422
	Iteration 5F: 3 clusters Score -783256.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -783500.437500 Penalty: 4412.232422
	Iteration 6F: 3 clusters Score -783500.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -783711.312500 Penalty: 4412.232422
	Iteration 7Q: 3 clusters Score -783711.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -783934.250000 Penalty: 4412.232422
	Iteration 8Q: 3 clusters Score -783934.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -784177.312500 Penalty: 4412.232422
	Iteration 9Q: 3 clusters Score -784177.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -784459.687500 Penalty: 4412.232422
	Iteration 10Q: 3 clusters Score -784459.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -784788.375000 Penalty: 4412.232422
	Iteration 11Q: 3 clusters Score -784788.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -785083.000000 Penalty: 4412.232422
	Iteration 12Q: 3 clusters Score -785083 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -785274.687500 Penalty: 4412.232422
	Iteration 13Q: 3 clusters Score -785274.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -785365.312500 Penalty: 4412.232422
	Iteration 14Q: 3 clusters Score -785365.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -785398.125000 Penalty: 4412.232422
	Iteration 15Q: 3 clusters Score -785398.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -785421.437500 Penalty: 4412.232422
	Iteration 16Q: 3 clusters Score -785421.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -785436.000000 Penalty: 4412.232422
	Iteration 17Q: 3 clusters Score -785436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -785445.625000 Penalty: 4412.232422
	Iteration 18Q: 3 clusters Score -785445.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -785456.812500 Penalty: 4412.232422
	Iteration 19Q: 3 clusters Score -785456.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -785459.562500 Penalty: 4412.232422
	Iteration 20F: 3 clusters Score -785459.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -785463.000000 Penalty: 4412.232422
	Iteration 21Q: 3 clusters Score -785463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -785463.375000 Penalty: 4412.232422
	Iteration 22Q: 3 clusters Score -785463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -785464.250000 Penalty: 4412.232422
	Iteration 23Q: 3 clusters Score -785464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -785466.875000 Penalty: 4412.232422
	Iteration 24Q: 3 clusters Score -785466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -785466.437500 Penalty: 4412.232422
	Iteration 25Q: 3 clusters Score -785466.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -785466.437500 Penalty: 4412.232422
	Iteration 26F: 3 clusters Score -785466.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Entering Unmasked Estep 
Score: -898389.062500 Penalty: 2235.763916
	Iteration 0F: 2 clusters Score -898389.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -891822.062500 Penalty: 4471.527832
	Iteration 0F: 3 clusters Score -891822.1 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -893657.500000 Penalty: 4471.527832
	Iteration 1F: 3 clusters Score -893657.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -893916.312500 Penalty: 4471.527832
	Iteration 2F: 3 clusters Score -893916.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -894094.000000 Penalty: 4471.527832
	Iteration 3Q: 3 clusters Score -894094 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -894231.187500 Penalty: 4471.527832
	Iteration 4Q: 3 clusters Score -894231.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -894360.812500 Penalty: 4471.527832
	Iteration 5Q: 3 clusters Score -894360.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -894469.562500 Penalty: 4471.527832
	Iteration 6Q: 3 clusters Score -894469.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -894566.250000 Penalty: 4471.527832
	Iteration 7Q: 3 clusters Score -894566.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -894652.000000 Penalty: 4471.527832
	Iteration 8Q: 3 clusters Score -894652 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -894745.000000 Penalty: 4471.527832
	Iteration 9Q: 3 clusters Score -894745 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -894834.000000 Penalty: 4471.527832
	Iteration 10Q: 3 clusters Score -894834 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -894940.062500 Penalty: 4471.527832
	Iteration 11Q: 3 clusters Score -894940.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -895047.250000 Penalty: 4471.527832
	Iteration 12Q: 3 clusters Score -895047.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -895165.250000 Penalty: 4471.527832
	Iteration 13Q: 3 clusters Score -895165.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -895288.625000 Penalty: 4471.527832
	Iteration 14Q: 3 clusters Score -895288.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -895414.812500 Penalty: 4471.527832
	Iteration 15Q: 3 clusters Score -895414.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -895534.000000 Penalty: 4471.527832
	Iteration 16Q: 3 clusters Score -895534 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -895648.500000 Penalty: 4471.527832
	Iteration 17Q: 3 clusters Score -895648.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -895768.937500 Penalty: 4471.527832
	Iteration 18Q: 3 clusters Score -895768.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -895866.562500 Penalty: 4471.527832
	Iteration 19Q: 3 clusters Score -895866.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -895956.375000 Penalty: 4471.527832
	Iteration 20F: 3 clusters Score -895956.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -896033.687500 Penalty: 4471.527832
	Iteration 21Q: 3 clusters Score -896033.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -896085.812500 Penalty: 4471.527832
	Iteration 22Q: 3 clusters Score -896085.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -896140.312500 Penalty: 4471.527832
	Iteration 23Q: 3 clusters Score -896140.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -896191.875000 Penalty: 4471.527832
	Iteration 24Q: 3 clusters Score -896191.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -896253.375000 Penalty: 4471.527832
	Iteration 25Q: 3 clusters Score -896253.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -896302.187500 Penalty: 4471.527832
	Iteration 26Q: 3 clusters Score -896302.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -896345.000000 Penalty: 4471.527832
	Iteration 27Q: 3 clusters Score -896345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -896367.750000 Penalty: 4471.527832
	Iteration 28Q: 3 clusters Score -896367.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -896380.687500 Penalty: 4471.527832
	Iteration 29Q: 3 clusters Score -896380.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -896395.312500 Penalty: 4471.527832
	Iteration 30Q: 3 clusters Score -896395.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -896404.250000 Penalty: 4471.527832
	Iteration 31Q: 3 clusters Score -896404.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -896413.437500 Penalty: 4471.527832
	Iteration 32Q: 3 clusters Score -896413.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -896426.375000 Penalty: 4471.527832
	Iteration 33Q: 3 clusters Score -896426.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -896435.437500 Penalty: 4471.527832
	Iteration 34Q: 3 clusters Score -896435.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -896446.125000 Penalty: 4471.527832
	Iteration 35Q: 3 clusters Score -896446.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -896450.875000 Penalty: 4471.527832
	Iteration 36Q: 3 clusters Score -896450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -896452.625000 Penalty: 4471.527832
	Iteration 37Q: 3 clusters Score -896452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -896456.000000 Penalty: 4471.527832
	Iteration 38Q: 3 clusters Score -896456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -896457.812500 Penalty: 4471.527832
	Iteration 39Q: 3 clusters Score -896457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -896460.062500 Penalty: 4471.527832
	Iteration 40F: 3 clusters Score -896460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -896460.687500 Penalty: 4471.527832
	Iteration 41Q: 3 clusters Score -896460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -896461.250000 Penalty: 4471.527832
	Iteration 42Q: 3 clusters Score -896461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -896461.375000 Penalty: 4471.527832
	Iteration 43Q: 3 clusters Score -896461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -896461.375000 Penalty: 4471.527832
	Iteration 44F: 3 clusters Score -896461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Entering Unmasked Estep 
Score: -4282374.000000 Penalty: 2612.561035
	Iteration 0F: 2 clusters Score -4282374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4256819.500000 Penalty: 5225.122070
	Iteration 0F: 3 clusters Score -4256820 nChanged 17072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4266449.000000 Penalty: 5225.122070
	Iteration 1F: 3 clusters Score -4266449 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -4267410.000000 Penalty: 5225.122070
	Iteration 2F: 3 clusters Score -4267410 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4268731.000000 Penalty: 5225.122070
	Iteration 3F: 3 clusters Score -4268731 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4270623.500000 Penalty: 5225.122070
	Iteration 4F: 3 clusters Score -4270624 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -4273056.000000 Penalty: 5225.122070
	Iteration 5F: 3 clusters Score -4273056 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -4275675.500000 Penalty: 5225.122070
	Iteration 6F: 3 clusters Score -4275676 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4277628.500000 Penalty: 5225.122070
	Iteration 7F: 3 clusters Score -4277628 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4278888.000000 Penalty: 5225.122070
	Iteration 8Q: 3 clusters Score -4278888 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4279539.000000 Penalty: 5225.122070
	Iteration 9Q: 3 clusters Score -4279539 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4279862.000000 Penalty: 5225.122070
	Iteration 10Q: 3 clusters Score -4279862 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4280121.000000 Penalty: 5225.122070
	Iteration 11Q: 3 clusters Score -4280121 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4280283.500000 Penalty: 5225.122070
	Iteration 12Q: 3 clusters Score -4280284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4280369.500000 Penalty: 5225.122070
	Iteration 13Q: 3 clusters Score -4280370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4280434.000000 Penalty: 5225.122070
	Iteration 14Q: 3 clusters Score -4280434 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4280493.500000 Penalty: 5225.122070
	Iteration 15Q: 3 clusters Score -4280494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4280536.000000 Penalty: 5225.122070
	Iteration 16Q: 3 clusters Score -4280536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4280578.000000 Penalty: 5225.122070
	Iteration 17Q: 3 clusters Score -4280578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4280630.500000 Penalty: 5225.122070
	Iteration 18Q: 3 clusters Score -4280630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4280679.000000 Penalty: 5225.122070
	Iteration 19Q: 3 clusters Score -4280679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4280713.000000 Penalty: 5225.122070
	Iteration 20F: 3 clusters Score -4280713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4280736.000000 Penalty: 5225.122070
	Iteration 21Q: 3 clusters Score -4280736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4280751.000000 Penalty: 5225.122070
	Iteration 22Q: 3 clusters Score -4280751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4280766.000000 Penalty: 5225.122070
	Iteration 23Q: 3 clusters Score -4280766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4280768.500000 Penalty: 5225.122070
	Iteration 24Q: 3 clusters Score -4280768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4280793.000000 Penalty: 5225.122070
	Iteration 25Q: 3 clusters Score -4280793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4280807.000000 Penalty: 5225.122070
	Iteration 26Q: 3 clusters Score -4280807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4280811.500000 Penalty: 5225.122070
	Iteration 27Q: 3 clusters Score -4280812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4280822.500000 Penalty: 5225.122070
	Iteration 28Q: 3 clusters Score -4280822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4280823.500000 Penalty: 5225.122070
	Iteration 29Q: 3 clusters Score -4280824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4280823.500000 Penalty: 5225.122070
	Iteration 30Q: 3 clusters Score -4280824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4280824.000000 Penalty: 5225.122070
	Iteration 31Q: 3 clusters Score -4280824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4280833.000000 Penalty: 5225.122070
	Iteration 32Q: 3 clusters Score -4280833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4280837.000000 Penalty: 5225.122070
	Iteration 33Q: 3 clusters Score -4280837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4280843.500000 Penalty: 5225.122070
	Iteration 34Q: 3 clusters Score -4280844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4280848.000000 Penalty: 5225.122070
	Iteration 35Q: 3 clusters Score -4280848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4280854.500000 Penalty: 5225.122070
	Iteration 36Q: 3 clusters Score -4280854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4280862.500000 Penalty: 5225.122070
	Iteration 37Q: 3 clusters Score -4280862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4280868.000000 Penalty: 5225.122070
	Iteration 38Q: 3 clusters Score -4280868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4280867.500000 Penalty: 5225.122070
	Iteration 39Q: 3 clusters Score -4280868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4280868.500000 Penalty: 5225.122070
	Iteration 40F: 3 clusters Score -4280868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (57491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Entering Unmasked Estep 
Score: -6465769.000000 Penalty: 2717.927246
	Iteration 0F: 2 clusters Score -6465769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -6427160.000000 Penalty: 5435.854492
	Iteration 0F: 3 clusters Score -6427160 nChanged 26570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -6442047.000000 Penalty: 5435.854492
	Iteration 1F: 3 clusters Score -6442047 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -6442996.500000 Penalty: 5435.854492
	Iteration 2Q: 3 clusters Score -6442996 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -6444163.000000 Penalty: 5435.854492
	Iteration 3Q: 3 clusters Score -6444163 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -6445767.000000 Penalty: 5435.854492
	Iteration 4F: 3 clusters Score -6445767 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -6448123.500000 Penalty: 5435.854492
	Iteration 5F: 3 clusters Score -6448124 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -6451152.500000 Penalty: 5435.854492
	Iteration 6F: 3 clusters Score -6451152 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -6454058.000000 Penalty: 5435.854492
	Iteration 7F: 3 clusters Score -6454058 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -6456294.000000 Penalty: 5435.854492
	Iteration 8F: 3 clusters Score -6456294 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -6458140.500000 Penalty: 5435.854492
	Iteration 9Q: 3 clusters Score -6458140 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -6460081.000000 Penalty: 5435.854492
	Iteration 10Q: 3 clusters Score -6460081 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -6462137.000000 Penalty: 5435.854492
	Iteration 11Q: 3 clusters Score -6462137 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -6463917.500000 Penalty: 5435.854492
	Iteration 12Q: 3 clusters Score -6463918 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -6465131.000000 Penalty: 5435.854492
	Iteration 13Q: 3 clusters Score -6465131 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -6465864.500000 Penalty: 5435.854492
	Iteration 14Q: 3 clusters Score -6465864 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -6466360.000000 Penalty: 5435.854492
	Iteration 15Q: 3 clusters Score -6466360 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -6466632.500000 Penalty: 5435.854492
	Iteration 16Q: 3 clusters Score -6466632 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -6466804.000000 Penalty: 5435.854492
	Iteration 17Q: 3 clusters Score -6466804 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -6466859.000000 Penalty: 5435.854492
	Iteration 18Q: 3 clusters Score -6466859 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -6466917.000000 Penalty: 5435.854492
	Iteration 19Q: 3 clusters Score -6466917 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -6466978.000000 Penalty: 5435.854492
	Iteration 20F: 3 clusters Score -6466978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -6466993.500000 Penalty: 5435.854492
	Iteration 21Q: 3 clusters Score -6466994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -6466987.000000 Penalty: 5435.854492
	Iteration 22Q: 3 clusters Score -6466987 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -6467021.500000 Penalty: 5435.854492
	Iteration 23Q: 3 clusters Score -6467022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -6467031.000000 Penalty: 5435.854492
	Iteration 24Q: 3 clusters Score -6467031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -6467070.000000 Penalty: 5435.854492
	Iteration 25Q: 3 clusters Score -6467070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -6467077.500000 Penalty: 5435.854492
	Iteration 26Q: 3 clusters Score -6467078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -6467094.500000 Penalty: 5435.854492
	Iteration 27Q: 3 clusters Score -6467094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -6467127.500000 Penalty: 5435.854492
	Iteration 28Q: 3 clusters Score -6467128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -6467130.500000 Penalty: 5435.854492
	Iteration 29Q: 3 clusters Score -6467130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -6467126.500000 Penalty: 5435.854492
	Iteration 30Q: 3 clusters Score -6467126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -6467134.500000 Penalty: 5435.854492
	Iteration 31Q: 3 clusters Score -6467134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -6467130.000000 Penalty: 5435.854492
	Iteration 32Q: 3 clusters Score -6467130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -6467129.000000 Penalty: 5435.854492
	Iteration 33Q: 3 clusters Score -6467129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -6467134.500000 Penalty: 5435.854492
	Iteration 34Q: 3 clusters Score -6467134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -6467129.000000 Penalty: 5435.854492
	Iteration 35Q: 3 clusters Score -6467129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -6467126.500000 Penalty: 5435.854492
	Iteration 36Q: 3 clusters Score -6467126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -6467110.500000 Penalty: 5435.854492
	Iteration 37Q: 3 clusters Score -6467110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -6467111.500000 Penalty: 5435.854492
	Iteration 38Q: 3 clusters Score -6467112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -6467120.000000 Penalty: 5435.854492
	Iteration 39Q: 3 clusters Score -6467120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -6467121.500000 Penalty: 5435.854492
	Iteration 40F: 3 clusters Score -6467122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -6467117.000000 Penalty: 5435.854492
	Iteration 41Q: 3 clusters Score -6467117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -6467123.000000 Penalty: 5435.854492
	Iteration 42Q: 3 clusters Score -6467123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -6467108.500000 Penalty: 5435.854492
	Iteration 43Q: 3 clusters Score -6467108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -6467112.000000 Penalty: 5435.854492
	Iteration 44Q: 3 clusters Score -6467112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -6467116.000000 Penalty: 5435.854492
	Iteration 45Q: 3 clusters Score -6467116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -6467110.000000 Penalty: 5435.854492
	Iteration 46Q: 3 clusters Score -6467110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -6467113.000000 Penalty: 5435.854492
	Iteration 47Q: 3 clusters Score -6467113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -6467111.000000 Penalty: 5435.854492
	Iteration 48Q: 3 clusters Score -6467111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -6467113.000000 Penalty: 5435.854492
	Iteration 49Q: 3 clusters Score -6467113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -6467113.000000 Penalty: 5435.854492
	Iteration 50F: 3 clusters Score -6467113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Mstep: Class 56 contains 8173 members 
Entering Unmasked Estep 
Score: -139244112.000000 Penalty: 195424.125000
Splitting cluster 28 changes total score from -139238784.000000 to -139244112.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 29 (11246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Entering Unmasked Estep 
Score: -1174026.875000 Penalty: 2313.286377
	Iteration 0F: 2 clusters Score -1174027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1165582.125000 Penalty: 4626.572754
	Iteration 0F: 3 clusters Score -1165582 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1168190.125000 Penalty: 4626.572754
	Iteration 1F: 3 clusters Score -1168190 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1168783.875000 Penalty: 4626.572754
	Iteration 2F: 3 clusters Score -1168784 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1169325.375000 Penalty: 4626.572754
	Iteration 3F: 3 clusters Score -1169325 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1169776.875000 Penalty: 4626.572754
	Iteration 4F: 3 clusters Score -1169777 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1170163.500000 Penalty: 4626.572754
	Iteration 5F: 3 clusters Score -1170164 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1170521.500000 Penalty: 4626.572754
	Iteration 6F: 3 clusters Score -1170522 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1170851.500000 Penalty: 4626.572754
	Iteration 7Q: 3 clusters Score -1170852 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1171121.125000 Penalty: 4626.572754
	Iteration 8Q: 3 clusters Score -1171121 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1171356.500000 Penalty: 4626.572754
	Iteration 9Q: 3 clusters Score -1171356 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1171555.125000 Penalty: 4626.572754
	Iteration 10Q: 3 clusters Score -1171555 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1171724.250000 Penalty: 4626.572754
	Iteration 11Q: 3 clusters Score -1171724 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1171896.000000 Penalty: 4626.572754
	Iteration 12Q: 3 clusters Score -1171896 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1172050.125000 Penalty: 4626.572754
	Iteration 13Q: 3 clusters Score -1172050 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1172189.875000 Penalty: 4626.572754
	Iteration 14Q: 3 clusters Score -1172190 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1172301.500000 Penalty: 4626.572754
	Iteration 15Q: 3 clusters Score -1172302 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1172367.750000 Penalty: 4626.572754
	Iteration 16Q: 3 clusters Score -1172368 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1172419.750000 Penalty: 4626.572754
	Iteration 17Q: 3 clusters Score -1172420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1172452.625000 Penalty: 4626.572754
	Iteration 18Q: 3 clusters Score -1172453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1172475.375000 Penalty: 4626.572754
	Iteration 19Q: 3 clusters Score -1172475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1172491.500000 Penalty: 4626.572754
	Iteration 20F: 3 clusters Score -1172492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1172507.125000 Penalty: 4626.572754
	Iteration 21Q: 3 clusters Score -1172507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1172522.375000 Penalty: 4626.572754
	Iteration 22Q: 3 clusters Score -1172522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1172528.750000 Penalty: 4626.572754
	Iteration 23Q: 3 clusters Score -1172529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1172539.375000 Penalty: 4626.572754
	Iteration 24Q: 3 clusters Score -1172539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1172543.000000 Penalty: 4626.572754
	Iteration 25Q: 3 clusters Score -1172543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1172550.500000 Penalty: 4626.572754
	Iteration 26Q: 3 clusters Score -1172550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1172555.375000 Penalty: 4626.572754
	Iteration 27Q: 3 clusters Score -1172555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1172560.875000 Penalty: 4626.572754
	Iteration 28Q: 3 clusters Score -1172561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1172572.750000 Penalty: 4626.572754
	Iteration 29Q: 3 clusters Score -1172573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1172578.625000 Penalty: 4626.572754
	Iteration 30Q: 3 clusters Score -1172579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1172589.625000 Penalty: 4626.572754
	Iteration 31Q: 3 clusters Score -1172590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1172601.625000 Penalty: 4626.572754
	Iteration 32Q: 3 clusters Score -1172602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1172617.250000 Penalty: 4626.572754
	Iteration 33Q: 3 clusters Score -1172617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1172638.750000 Penalty: 4626.572754
	Iteration 34Q: 3 clusters Score -1172639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1172663.000000 Penalty: 4626.572754
	Iteration 35Q: 3 clusters Score -1172663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1172684.875000 Penalty: 4626.572754
	Iteration 36Q: 3 clusters Score -1172685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1172704.625000 Penalty: 4626.572754
	Iteration 37Q: 3 clusters Score -1172705 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1172724.375000 Penalty: 4626.572754
	Iteration 38Q: 3 clusters Score -1172724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1172735.750000 Penalty: 4626.572754
	Iteration 39Q: 3 clusters Score -1172736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1172754.750000 Penalty: 4626.572754
	Iteration 40F: 3 clusters Score -1172755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1172770.125000 Penalty: 4626.572754
	Iteration 41Q: 3 clusters Score -1172770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1172785.250000 Penalty: 4626.572754
	Iteration 42Q: 3 clusters Score -1172785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1172795.000000 Penalty: 4626.572754
	Iteration 43Q: 3 clusters Score -1172795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1172800.125000 Penalty: 4626.572754
	Iteration 44Q: 3 clusters Score -1172800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1172809.500000 Penalty: 4626.572754
	Iteration 45Q: 3 clusters Score -1172810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1172816.625000 Penalty: 4626.572754
	Iteration 46Q: 3 clusters Score -1172817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1172821.125000 Penalty: 4626.572754
	Iteration 47Q: 3 clusters Score -1172821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1172828.875000 Penalty: 4626.572754
	Iteration 48Q: 3 clusters Score -1172829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1172835.250000 Penalty: 4626.572754
	Iteration 49Q: 3 clusters Score -1172835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1172840.000000 Penalty: 4626.572754
	Iteration 50Q: 3 clusters Score -1172840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1172846.625000 Penalty: 4626.572754
	Iteration 51Q: 3 clusters Score -1172847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1172848.375000 Penalty: 4626.572754
	Iteration 52Q: 3 clusters Score -1172848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1172854.500000 Penalty: 4626.572754
	Iteration 53Q: 3 clusters Score -1172854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1172854.500000 Penalty: 4626.572754
	Iteration 54Q: 3 clusters Score -1172854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1172856.625000 Penalty: 4626.572754
	Iteration 55Q: 3 clusters Score -1172857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1172861.625000 Penalty: 4626.572754
	Iteration 56Q: 3 clusters Score -1172862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1172866.375000 Penalty: 4626.572754
	Iteration 57Q: 3 clusters Score -1172866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1172869.250000 Penalty: 4626.572754
	Iteration 58Q: 3 clusters Score -1172869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1172872.000000 Penalty: 4626.572754
	Iteration 59Q: 3 clusters Score -1172872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1172876.125000 Penalty: 4626.572754
	Iteration 60F: 3 clusters Score -1172876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1172881.000000 Penalty: 4626.572754
	Iteration 61Q: 3 clusters Score -1172881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1172880.375000 Penalty: 4626.572754
	Iteration 62Q: 3 clusters Score -1172880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1172880.875000 Penalty: 4626.572754
	Iteration 63Q: 3 clusters Score -1172881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1172883.875000 Penalty: 4626.572754
	Iteration 64Q: 3 clusters Score -1172884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1172885.000000 Penalty: 4626.572754
	Iteration 65Q: 3 clusters Score -1172885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1172888.875000 Penalty: 4626.572754
	Iteration 66Q: 3 clusters Score -1172889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1172889.000000 Penalty: 4626.572754
	Iteration 67Q: 3 clusters Score -1172889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1172889.000000 Penalty: 4626.572754
	Iteration 68F: 3 clusters Score -1172889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Entering Unmasked Estep 
Score: -1218691.625000 Penalty: 2309.822021
	Iteration 0F: 2 clusters Score -1218692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1210327.500000 Penalty: 4619.644043
	Iteration 0F: 3 clusters Score -1210328 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1212823.875000 Penalty: 4619.644043
	Iteration 1F: 3 clusters Score -1212824 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1213144.875000 Penalty: 4619.644043
	Iteration 2F: 3 clusters Score -1213145 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1213405.875000 Penalty: 4619.644043
	Iteration 3F: 3 clusters Score -1213406 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1213631.625000 Penalty: 4619.644043
	Iteration 4Q: 3 clusters Score -1213632 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1213887.250000 Penalty: 4619.644043
	Iteration 5Q: 3 clusters Score -1213887 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1214170.875000 Penalty: 4619.644043
	Iteration 6Q: 3 clusters Score -1214171 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1214491.125000 Penalty: 4619.644043
	Iteration 7Q: 3 clusters Score -1214491 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1214829.250000 Penalty: 4619.644043
	Iteration 8F: 3 clusters Score -1214829 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1215139.875000 Penalty: 4619.644043
	Iteration 9F: 3 clusters Score -1215140 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1215438.250000 Penalty: 4619.644043
	Iteration 10Q: 3 clusters Score -1215438 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1215709.375000 Penalty: 4619.644043
	Iteration 11Q: 3 clusters Score -1215709 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1215939.750000 Penalty: 4619.644043
	Iteration 12Q: 3 clusters Score -1215940 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1216137.375000 Penalty: 4619.644043
	Iteration 13Q: 3 clusters Score -1216137 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1216327.125000 Penalty: 4619.644043
	Iteration 14Q: 3 clusters Score -1216327 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1216490.625000 Penalty: 4619.644043
	Iteration 15Q: 3 clusters Score -1216491 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1216641.750000 Penalty: 4619.644043
	Iteration 16Q: 3 clusters Score -1216642 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1216791.375000 Penalty: 4619.644043
	Iteration 17Q: 3 clusters Score -1216791 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1216953.500000 Penalty: 4619.644043
	Iteration 18Q: 3 clusters Score -1216954 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1217112.625000 Penalty: 4619.644043
	Iteration 19Q: 3 clusters Score -1217113 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1217253.625000 Penalty: 4619.644043
	Iteration 20F: 3 clusters Score -1217254 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1217374.625000 Penalty: 4619.644043
	Iteration 21Q: 3 clusters Score -1217375 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1217465.875000 Penalty: 4619.644043
	Iteration 22Q: 3 clusters Score -1217466 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1217526.125000 Penalty: 4619.644043
	Iteration 23Q: 3 clusters Score -1217526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1217562.875000 Penalty: 4619.644043
	Iteration 24Q: 3 clusters Score -1217563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1217583.375000 Penalty: 4619.644043
	Iteration 25Q: 3 clusters Score -1217583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1217600.750000 Penalty: 4619.644043
	Iteration 26Q: 3 clusters Score -1217601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1217609.000000 Penalty: 4619.644043
	Iteration 27Q: 3 clusters Score -1217609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1217616.875000 Penalty: 4619.644043
	Iteration 28Q: 3 clusters Score -1217617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1217623.750000 Penalty: 4619.644043
	Iteration 29Q: 3 clusters Score -1217624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1217627.625000 Penalty: 4619.644043
	Iteration 30Q: 3 clusters Score -1217628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1217632.750000 Penalty: 4619.644043
	Iteration 31Q: 3 clusters Score -1217633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1217637.875000 Penalty: 4619.644043
	Iteration 32Q: 3 clusters Score -1217638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1217642.625000 Penalty: 4619.644043
	Iteration 33Q: 3 clusters Score -1217643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1217647.375000 Penalty: 4619.644043
	Iteration 34Q: 3 clusters Score -1217647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1217650.875000 Penalty: 4619.644043
	Iteration 35Q: 3 clusters Score -1217651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1217654.125000 Penalty: 4619.644043
	Iteration 36Q: 3 clusters Score -1217654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1217655.750000 Penalty: 4619.644043
	Iteration 37Q: 3 clusters Score -1217656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1217656.125000 Penalty: 4619.644043
	Iteration 38Q: 3 clusters Score -1217656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1217656.125000 Penalty: 4619.644043
	Iteration 39F: 3 clusters Score -1217656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Entering Unmasked Estep 
Score: -1059292.125000 Penalty: 2283.543701
	Iteration 0F: 2 clusters Score -1059292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1051633.250000 Penalty: 4567.087402
	Iteration 0F: 3 clusters Score -1051633 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1053892.625000 Penalty: 4567.087402
	Iteration 1F: 3 clusters Score -1053893 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1054292.625000 Penalty: 4567.087402
	Iteration 2F: 3 clusters Score -1054293 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1054700.250000 Penalty: 4567.087402
	Iteration 3F: 3 clusters Score -1054700 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1055177.250000 Penalty: 4567.087402
	Iteration 4F: 3 clusters Score -1055177 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1055690.375000 Penalty: 4567.087402
	Iteration 5F: 3 clusters Score -1055690 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1056232.125000 Penalty: 4567.087402
	Iteration 6F: 3 clusters Score -1056232 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1056806.875000 Penalty: 4567.087402
	Iteration 7F: 3 clusters Score -1056807 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1057291.375000 Penalty: 4567.087402
	Iteration 8F: 3 clusters Score -1057291 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1057628.000000 Penalty: 4567.087402
	Iteration 9F: 3 clusters Score -1057628 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1057863.500000 Penalty: 4567.087402
	Iteration 10Q: 3 clusters Score -1057864 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1058010.500000 Penalty: 4567.087402
	Iteration 11Q: 3 clusters Score -1058010 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1058093.375000 Penalty: 4567.087402
	Iteration 12Q: 3 clusters Score -1058093 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1058146.750000 Penalty: 4567.087402
	Iteration 13Q: 3 clusters Score -1058147 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1058179.250000 Penalty: 4567.087402
	Iteration 14Q: 3 clusters Score -1058179 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1058212.750000 Penalty: 4567.087402
	Iteration 15Q: 3 clusters Score -1058213 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1058237.000000 Penalty: 4567.087402
	Iteration 16Q: 3 clusters Score -1058237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1058258.750000 Penalty: 4567.087402
	Iteration 17Q: 3 clusters Score -1058259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1058275.250000 Penalty: 4567.087402
	Iteration 18Q: 3 clusters Score -1058275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1058290.250000 Penalty: 4567.087402
	Iteration 19Q: 3 clusters Score -1058290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1058304.125000 Penalty: 4567.087402
	Iteration 20F: 3 clusters Score -1058304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1058318.500000 Penalty: 4567.087402
	Iteration 21Q: 3 clusters Score -1058318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1058334.625000 Penalty: 4567.087402
	Iteration 22Q: 3 clusters Score -1058335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1058348.375000 Penalty: 4567.087402
	Iteration 23Q: 3 clusters Score -1058348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1058366.500000 Penalty: 4567.087402
	Iteration 24Q: 3 clusters Score -1058366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1058384.875000 Penalty: 4567.087402
	Iteration 25Q: 3 clusters Score -1058385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1058406.375000 Penalty: 4567.087402
	Iteration 26Q: 3 clusters Score -1058406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1058426.125000 Penalty: 4567.087402
	Iteration 27Q: 3 clusters Score -1058426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1058470.125000 Penalty: 4567.087402
	Iteration 28Q: 3 clusters Score -1058470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1058524.500000 Penalty: 4567.087402
	Iteration 29Q: 3 clusters Score -1058524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1058596.875000 Penalty: 4567.087402
	Iteration 30Q: 3 clusters Score -1058597 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1058669.250000 Penalty: 4567.087402
	Iteration 31Q: 3 clusters Score -1058669 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1058749.000000 Penalty: 4567.087402
	Iteration 32Q: 3 clusters Score -1058749 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1058823.125000 Penalty: 4567.087402
	Iteration 33Q: 3 clusters Score -1058823 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1058877.125000 Penalty: 4567.087402
	Iteration 34Q: 3 clusters Score -1058877 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1058922.750000 Penalty: 4567.087402
	Iteration 35Q: 3 clusters Score -1058923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1058956.250000 Penalty: 4567.087402
	Iteration 36Q: 3 clusters Score -1058956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1058979.250000 Penalty: 4567.087402
	Iteration 37Q: 3 clusters Score -1058979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1058997.625000 Penalty: 4567.087402
	Iteration 38Q: 3 clusters Score -1058998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1059014.625000 Penalty: 4567.087402
	Iteration 39Q: 3 clusters Score -1059015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1059035.375000 Penalty: 4567.087402
	Iteration 40F: 3 clusters Score -1059035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1059058.250000 Penalty: 4567.087402
	Iteration 41Q: 3 clusters Score -1059058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1059069.875000 Penalty: 4567.087402
	Iteration 42Q: 3 clusters Score -1059070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1059079.125000 Penalty: 4567.087402
	Iteration 43Q: 3 clusters Score -1059079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1059088.750000 Penalty: 4567.087402
	Iteration 44Q: 3 clusters Score -1059089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1059095.875000 Penalty: 4567.087402
	Iteration 45Q: 3 clusters Score -1059096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1059103.250000 Penalty: 4567.087402
	Iteration 46Q: 3 clusters Score -1059103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1059106.500000 Penalty: 4567.087402
	Iteration 47Q: 3 clusters Score -1059106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1059109.625000 Penalty: 4567.087402
	Iteration 48Q: 3 clusters Score -1059110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1059114.250000 Penalty: 4567.087402
	Iteration 49Q: 3 clusters Score -1059114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1059117.125000 Penalty: 4567.087402
	Iteration 50Q: 3 clusters Score -1059117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1059122.875000 Penalty: 4567.087402
	Iteration 51Q: 3 clusters Score -1059123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1059124.375000 Penalty: 4567.087402
	Iteration 52Q: 3 clusters Score -1059124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1059126.625000 Penalty: 4567.087402
	Iteration 53Q: 3 clusters Score -1059127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1059131.000000 Penalty: 4567.087402
	Iteration 54Q: 3 clusters Score -1059131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1059135.125000 Penalty: 4567.087402
	Iteration 55Q: 3 clusters Score -1059135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1059139.250000 Penalty: 4567.087402
	Iteration 56Q: 3 clusters Score -1059139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1059139.625000 Penalty: 4567.087402
	Iteration 57Q: 3 clusters Score -1059140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1059140.875000 Penalty: 4567.087402
	Iteration 58Q: 3 clusters Score -1059141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1059146.375000 Penalty: 4567.087402
	Iteration 59Q: 3 clusters Score -1059146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1059145.875000 Penalty: 4567.087402
	Iteration 60F: 3 clusters Score -1059146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1059146.375000 Penalty: 4567.087402
	Iteration 61Q: 3 clusters Score -1059146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1059146.250000 Penalty: 4567.087402
	Iteration 62Q: 3 clusters Score -1059146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1059146.250000 Penalty: 4567.087402
	Iteration 63F: 3 clusters Score -1059146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -136460.187500 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -136460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134253.875000 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -134253.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134722.375000 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -134722.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -134903.781250 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -134903.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135002.734375 Penalty: 3593.491211
	Iteration 3F: 3 clusters Score -135002.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135067.906250 Penalty: 3593.491211
	Iteration 4Q: 3 clusters Score -135067.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135121.515625 Penalty: 3593.491211
	Iteration 5Q: 3 clusters Score -135121.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135151.171875 Penalty: 3593.491211
	Iteration 6Q: 3 clusters Score -135151.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135179.984375 Penalty: 3593.491211
	Iteration 7Q: 3 clusters Score -135180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -135203.515625 Penalty: 3593.491211
	Iteration 8Q: 3 clusters Score -135203.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135221.671875 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -135221.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -135234.359375 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -135234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -135246.734375 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -135246.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -135256.750000 Penalty: 3593.491211
	Iteration 12Q: 3 clusters Score -135256.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -135264.984375 Penalty: 3593.491211
	Iteration 13Q: 3 clusters Score -135265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135270.281250 Penalty: 3593.491211
	Iteration 14Q: 3 clusters Score -135270.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135276.203125 Penalty: 3593.491211
	Iteration 15Q: 3 clusters Score -135276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -135280.265625 Penalty: 3593.491211
	Iteration 16Q: 3 clusters Score -135280.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135287.453125 Penalty: 3593.491211
	Iteration 17Q: 3 clusters Score -135287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135293.734375 Penalty: 3593.491211
	Iteration 18Q: 3 clusters Score -135293.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135301.625000 Penalty: 3593.491211
	Iteration 19Q: 3 clusters Score -135301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135310.546875 Penalty: 3593.491211
	Iteration 20F: 3 clusters Score -135310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135326.890625 Penalty: 3593.491211
	Iteration 21Q: 3 clusters Score -135326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -135337.734375 Penalty: 3593.491211
	Iteration 22Q: 3 clusters Score -135337.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -135343.718750 Penalty: 3593.491211
	Iteration 23Q: 3 clusters Score -135343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -135347.234375 Penalty: 3593.491211
	Iteration 24Q: 3 clusters Score -135347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -135350.859375 Penalty: 3593.491211
	Iteration 25Q: 3 clusters Score -135350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135357.375000 Penalty: 3593.491211
	Iteration 26Q: 3 clusters Score -135357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -135364.296875 Penalty: 3593.491211
	Iteration 27Q: 3 clusters Score -135364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -135372.812500 Penalty: 3593.491211
	Iteration 28Q: 3 clusters Score -135372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -135381.390625 Penalty: 3593.491211
	Iteration 29Q: 3 clusters Score -135381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -135390.531250 Penalty: 3593.491211
	Iteration 30Q: 3 clusters Score -135390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -135394.093750 Penalty: 3593.491211
	Iteration 31Q: 3 clusters Score -135394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -135397.515625 Penalty: 3593.491211
	Iteration 32Q: 3 clusters Score -135397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -135398.671875 Penalty: 3593.491211
	Iteration 33Q: 3 clusters Score -135398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135398.984375 Penalty: 3593.491211
	Iteration 34Q: 3 clusters Score -135399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135398.984375 Penalty: 3593.491211
	Iteration 35F: 3 clusters Score -135399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Entering Unmasked Estep 
Score: -1376692.125000 Penalty: 2352.659668
	Iteration 0F: 2 clusters Score -1376692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1367051.625000 Penalty: 4705.319336
	Iteration 0F: 3 clusters Score -1367052 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1370233.875000 Penalty: 4705.319336
	Iteration 1F: 3 clusters Score -1370234 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1370829.625000 Penalty: 4705.319336
	Iteration 2F: 3 clusters Score -1370830 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1371405.750000 Penalty: 4705.319336
	Iteration 3F: 3 clusters Score -1371406 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1372020.500000 Penalty: 4705.319336
	Iteration 4F: 3 clusters Score -1372020 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1372549.625000 Penalty: 4705.319336
	Iteration 5F: 3 clusters Score -1372550 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1372978.875000 Penalty: 4705.319336
	Iteration 6F: 3 clusters Score -1372979 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1373317.750000 Penalty: 4705.319336
	Iteration 7Q: 3 clusters Score -1373318 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1373613.500000 Penalty: 4705.319336
	Iteration 8Q: 3 clusters Score -1373614 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1373938.875000 Penalty: 4705.319336
	Iteration 9Q: 3 clusters Score -1373939 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1374225.125000 Penalty: 4705.319336
	Iteration 10Q: 3 clusters Score -1374225 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1374409.500000 Penalty: 4705.319336
	Iteration 11Q: 3 clusters Score -1374410 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1374527.875000 Penalty: 4705.319336
	Iteration 12Q: 3 clusters Score -1374528 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1374617.375000 Penalty: 4705.319336
	Iteration 13Q: 3 clusters Score -1374617 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1374667.375000 Penalty: 4705.319336
	Iteration 14Q: 3 clusters Score -1374667 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1374689.625000 Penalty: 4705.319336
	Iteration 15Q: 3 clusters Score -1374690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1374704.000000 Penalty: 4705.319336
	Iteration 16Q: 3 clusters Score -1374704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1374720.625000 Penalty: 4705.319336
	Iteration 17Q: 3 clusters Score -1374721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1374727.500000 Penalty: 4705.319336
	Iteration 18Q: 3 clusters Score -1374728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1374732.375000 Penalty: 4705.319336
	Iteration 19Q: 3 clusters Score -1374732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1374739.250000 Penalty: 4705.319336
	Iteration 20F: 3 clusters Score -1374739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1374743.375000 Penalty: 4705.319336
	Iteration 21Q: 3 clusters Score -1374743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1374751.250000 Penalty: 4705.319336
	Iteration 22Q: 3 clusters Score -1374751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1374756.125000 Penalty: 4705.319336
	Iteration 23Q: 3 clusters Score -1374756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1374763.500000 Penalty: 4705.319336
	Iteration 24Q: 3 clusters Score -1374764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1374771.625000 Penalty: 4705.319336
	Iteration 25Q: 3 clusters Score -1374772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1374775.875000 Penalty: 4705.319336
	Iteration 26Q: 3 clusters Score -1374776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1374780.250000 Penalty: 4705.319336
	Iteration 27Q: 3 clusters Score -1374780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1374781.375000 Penalty: 4705.319336
	Iteration 28Q: 3 clusters Score -1374781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1374784.875000 Penalty: 4705.319336
	Iteration 29Q: 3 clusters Score -1374785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1374788.000000 Penalty: 4705.319336
	Iteration 30Q: 3 clusters Score -1374788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1374787.375000 Penalty: 4705.319336
	Iteration 31Q: 3 clusters Score -1374787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1374787.750000 Penalty: 4705.319336
	Iteration 32Q: 3 clusters Score -1374788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1374788.875000 Penalty: 4705.319336
	Iteration 33Q: 3 clusters Score -1374789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1374785.000000 Penalty: 4705.319336
	Iteration 34Q: 3 clusters Score -1374785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1374791.000000 Penalty: 4705.319336
	Iteration 35Q: 3 clusters Score -1374791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1374794.125000 Penalty: 4705.319336
	Iteration 36Q: 3 clusters Score -1374794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1374797.750000 Penalty: 4705.319336
	Iteration 37Q: 3 clusters Score -1374798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1374798.500000 Penalty: 4705.319336
	Iteration 38Q: 3 clusters Score -1374798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1374800.625000 Penalty: 4705.319336
	Iteration 39Q: 3 clusters Score -1374801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1374801.000000 Penalty: 4705.319336
	Iteration 40F: 3 clusters Score -1374801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1374803.500000 Penalty: 4705.319336
	Iteration 41Q: 3 clusters Score -1374804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1374803.750000 Penalty: 4705.319336
	Iteration 42Q: 3 clusters Score -1374804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1374804.625000 Penalty: 4705.319336
	Iteration 43Q: 3 clusters Score -1374805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1374804.875000 Penalty: 4705.319336
	Iteration 44Q: 3 clusters Score -1374805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1374809.875000 Penalty: 4705.319336
	Iteration 45Q: 3 clusters Score -1374810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1374810.500000 Penalty: 4705.319336
	Iteration 46Q: 3 clusters Score -1374810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1374812.375000 Penalty: 4705.319336
	Iteration 47Q: 3 clusters Score -1374812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1374817.000000 Penalty: 4705.319336
	Iteration 48Q: 3 clusters Score -1374817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1374820.250000 Penalty: 4705.319336
	Iteration 49Q: 3 clusters Score -1374820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1374823.750000 Penalty: 4705.319336
	Iteration 50Q: 3 clusters Score -1374824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1374829.500000 Penalty: 4705.319336
	Iteration 51Q: 3 clusters Score -1374830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1374833.000000 Penalty: 4705.319336
	Iteration 52Q: 3 clusters Score -1374833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1374832.750000 Penalty: 4705.319336
	Iteration 53Q: 3 clusters Score -1374833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1374834.125000 Penalty: 4705.319336
	Iteration 54Q: 3 clusters Score -1374834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1374832.625000 Penalty: 4705.319336
	Iteration 55Q: 3 clusters Score -1374833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1374836.250000 Penalty: 4705.319336
	Iteration 56Q: 3 clusters Score -1374836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1374836.000000 Penalty: 4705.319336
	Iteration 57Q: 3 clusters Score -1374836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1374835.125000 Penalty: 4705.319336
	Iteration 58Q: 3 clusters Score -1374835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1374839.750000 Penalty: 4705.319336
	Iteration 59Q: 3 clusters Score -1374840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1374841.500000 Penalty: 4705.319336
	Iteration 60F: 3 clusters Score -1374842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1374840.750000 Penalty: 4705.319336
	Iteration 61Q: 3 clusters Score -1374841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1374842.500000 Penalty: 4705.319336
	Iteration 62Q: 3 clusters Score -1374842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1374845.000000 Penalty: 4705.319336
	Iteration 63Q: 3 clusters Score -1374845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1374843.375000 Penalty: 4705.319336
	Iteration 64Q: 3 clusters Score -1374843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1374843.125000 Penalty: 4705.319336
	Iteration 65Q: 3 clusters Score -1374843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1374844.125000 Penalty: 4705.319336
	Iteration 66Q: 3 clusters Score -1374844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1374843.875000 Penalty: 4705.319336
	Iteration 67Q: 3 clusters Score -1374844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1374846.000000 Penalty: 4705.319336
	Iteration 68Q: 3 clusters Score -1374846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1374843.125000 Penalty: 4705.319336
	Iteration 69Q: 3 clusters Score -1374843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1374844.250000 Penalty: 4705.319336
	Iteration 70Q: 3 clusters Score -1374844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1374844.750000 Penalty: 4705.319336
	Iteration 71Q: 3 clusters Score -1374845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1374846.625000 Penalty: 4705.319336
	Iteration 72Q: 3 clusters Score -1374847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1374847.500000 Penalty: 4705.319336
	Iteration 73Q: 3 clusters Score -1374848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1374852.250000 Penalty: 4705.319336
	Iteration 74Q: 3 clusters Score -1374852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1374850.750000 Penalty: 4705.319336
	Iteration 75Q: 3 clusters Score -1374851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1374851.625000 Penalty: 4705.319336
	Iteration 76Q: 3 clusters Score -1374852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1374851.625000 Penalty: 4705.319336
	Iteration 77F: 3 clusters Score -1374852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -660085.937500 Penalty: 2167.325439
	Iteration 0F: 2 clusters Score -660085.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -654808.750000 Penalty: 4334.650879
	Iteration 0F: 3 clusters Score -654808.8 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -656261.937500 Penalty: 4334.650879
	Iteration 1F: 3 clusters Score -656261.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -656658.062500 Penalty: 4334.650879
	Iteration 2F: 3 clusters Score -656658.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -657074.937500 Penalty: 4334.650879
	Iteration 3F: 3 clusters Score -657074.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -657510.125000 Penalty: 4334.650879
	Iteration 4F: 3 clusters Score -657510.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -657950.500000 Penalty: 4334.650879
	Iteration 5F: 3 clusters Score -657950.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -658337.937500 Penalty: 4334.650879
	Iteration 6F: 3 clusters Score -658337.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -658636.812500 Penalty: 4334.650879
	Iteration 7F: 3 clusters Score -658636.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -658800.687500 Penalty: 4334.650879
	Iteration 8Q: 3 clusters Score -658800.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -658881.937500 Penalty: 4334.650879
	Iteration 9Q: 3 clusters Score -658881.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -658924.000000 Penalty: 4334.650879
	Iteration 10Q: 3 clusters Score -658924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -658940.250000 Penalty: 4334.650879
	Iteration 11Q: 3 clusters Score -658940.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -658950.437500 Penalty: 4334.650879
	Iteration 12Q: 3 clusters Score -658950.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -658954.312500 Penalty: 4334.650879
	Iteration 13Q: 3 clusters Score -658954.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -658961.062500 Penalty: 4334.650879
	Iteration 14Q: 3 clusters Score -658961.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -658963.500000 Penalty: 4334.650879
	Iteration 15Q: 3 clusters Score -658963.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -658968.750000 Penalty: 4334.650879
	Iteration 16Q: 3 clusters Score -658968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -658967.125000 Penalty: 4334.650879
	Iteration 17Q: 3 clusters Score -658967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -658967.437500 Penalty: 4334.650879
	Iteration 18Q: 3 clusters Score -658967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -658968.125000 Penalty: 4334.650879
	Iteration 19Q: 3 clusters Score -658968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -658968.125000 Penalty: 4334.650879
	Iteration 20F: 3 clusters Score -658968.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -143008.046875 Penalty: 1799.561646
	Iteration 0F: 2 clusters Score -143008 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 700 members 
Entering Unmasked Estep 
Score: -140792.281250 Penalty: 3599.123291
	Iteration 0F: 3 clusters Score -140792.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141231.171875 Penalty: 3599.123291
	Iteration 1F: 3 clusters Score -141231.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -141416.421875 Penalty: 3599.123291
	Iteration 2F: 3 clusters Score -141416.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -141588.625000 Penalty: 3599.123291
	Iteration 3F: 3 clusters Score -141588.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -141807.093750 Penalty: 3599.123291
	Iteration 4F: 3 clusters Score -141807.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -142220.828125 Penalty: 3599.123291
	Iteration 5F: 3 clusters Score -142220.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142956.078125 Penalty: 3599.123291
	Iteration 6F: 3 clusters Score -142956.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -143517.453125 Penalty: 3599.123291
	Iteration 7F: 3 clusters Score -143517.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -143882.796875 Penalty: 3599.123291
	Iteration 8F: 3 clusters Score -143882.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -144278.687500 Penalty: 3599.123291
	Iteration 9Q: 3 clusters Score -144278.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -144580.453125 Penalty: 3599.123291
	Iteration 10Q: 3 clusters Score -144580.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144764.609375 Penalty: 3599.123291
	Iteration 11Q: 3 clusters Score -144764.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -144975.406250 Penalty: 3599.123291
	Iteration 12Q: 3 clusters Score -144975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -145083.312500 Penalty: 3599.123291
	Iteration 13Q: 3 clusters Score -145083.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -145083.312500 Penalty: 3599.123291
	Iteration 14F: 3 clusters Score -145083.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 16316 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Mstep: Class 56 contains 8173 members 
Mstep: Class 57 contains 878 members 
Entering Unmasked Estep 
Score: -139244528.000000 Penalty: 198913.843750
Splitting cluster 35 changes total score from -139238784.000000 to -139244528.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 36 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -140543.343750 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -140543.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138427.187500 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -138427.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138742.734375 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -138742.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -138838.187500 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -138838.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -138889.593750 Penalty: 3556.379395
	Iteration 3Q: 3 clusters Score -138889.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -138932.750000 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -138932.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138962.921875 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -138962.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138977.515625 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -138977.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138987.718750 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -138987.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -138997.140625 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -138997.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -139007.812500 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -139007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139014.218750 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -139014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139016.546875 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -139016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139016.984375 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -139017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139016.984375 Penalty: 3556.379395
	Iteration 13F: 3 clusters Score -139017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -310425.531250 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -310425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -307339.593750 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -307339.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -307943.843750 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -307943.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -308085.687500 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -308085.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -308171.593750 Penalty: 3925.650391
	Iteration 3Q: 3 clusters Score -308171.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -308228.437500 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -308228.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -308275.531250 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -308275.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -308313.968750 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -308314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -308347.812500 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -308347.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -308375.781250 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -308375.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -308396.968750 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -308397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -308417.093750 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -308417.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -308433.781250 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -308433.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -308445.468750 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -308445.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -308458.156250 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -308458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -308466.125000 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -308466.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -308472.218750 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -308472.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -308480.812500 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -308480.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -308487.656250 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -308487.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -308490.687500 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -308490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -308493.593750 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -308493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -308498.593750 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -308498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -308501.593750 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -308501.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -308503.843750 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -308503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -308506.500000 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -308506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -308510.281250 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -308510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -308514.656250 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -308514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -308517.125000 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -308517.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -308521.343750 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -308521.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -308527.218750 Penalty: 3925.650391
	Iteration 28Q: 3 clusters Score -308527.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -308538.156250 Penalty: 3925.650391
	Iteration 29Q: 3 clusters Score -308538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -308544.937500 Penalty: 3925.650391
	Iteration 30Q: 3 clusters Score -308544.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -308550.031250 Penalty: 3925.650391
	Iteration 31Q: 3 clusters Score -308550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -308553.750000 Penalty: 3925.650391
	Iteration 32Q: 3 clusters Score -308553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -308557.187500 Penalty: 3925.650391
	Iteration 33Q: 3 clusters Score -308557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -308559.625000 Penalty: 3925.650391
	Iteration 34Q: 3 clusters Score -308559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -308562.125000 Penalty: 3925.650391
	Iteration 35Q: 3 clusters Score -308562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -308564.593750 Penalty: 3925.650391
	Iteration 36Q: 3 clusters Score -308564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -308566.437500 Penalty: 3925.650391
	Iteration 37Q: 3 clusters Score -308566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308566.750000 Penalty: 3925.650391
	Iteration 38Q: 3 clusters Score -308566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308566.750000 Penalty: 3925.650391
	Iteration 39F: 3 clusters Score -308566.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Entering Unmasked Estep 
Score: -525465.875000 Penalty: 2121.082764
	Iteration 0F: 2 clusters Score -525465.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -520839.718750 Penalty: 4242.165527
	Iteration 0F: 3 clusters Score -520839.7 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -522058.250000 Penalty: 4242.165527
	Iteration 1F: 3 clusters Score -522058.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -522383.593750 Penalty: 4242.165527
	Iteration 2F: 3 clusters Score -522383.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -522658.625000 Penalty: 4242.165527
	Iteration 3F: 3 clusters Score -522658.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -522922.406250 Penalty: 4242.165527
	Iteration 4F: 3 clusters Score -522922.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -523163.062500 Penalty: 4242.165527
	Iteration 5F: 3 clusters Score -523163.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -523376.031250 Penalty: 4242.165527
	Iteration 6Q: 3 clusters Score -523376 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -523559.937500 Penalty: 4242.165527
	Iteration 7Q: 3 clusters Score -523559.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -523711.593750 Penalty: 4242.165527
	Iteration 8Q: 3 clusters Score -523711.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -523845.906250 Penalty: 4242.165527
	Iteration 9Q: 3 clusters Score -523845.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -523970.656250 Penalty: 4242.165527
	Iteration 10Q: 3 clusters Score -523970.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -524054.031250 Penalty: 4242.165527
	Iteration 11Q: 3 clusters Score -524054 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -524116.500000 Penalty: 4242.165527
	Iteration 12Q: 3 clusters Score -524116.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -524170.843750 Penalty: 4242.165527
	Iteration 13Q: 3 clusters Score -524170.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -524213.781250 Penalty: 4242.165527
	Iteration 14Q: 3 clusters Score -524213.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -524250.062500 Penalty: 4242.165527
	Iteration 15Q: 3 clusters Score -524250.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -524277.156250 Penalty: 4242.165527
	Iteration 16Q: 3 clusters Score -524277.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -524300.125000 Penalty: 4242.165527
	Iteration 17Q: 3 clusters Score -524300.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -524320.687500 Penalty: 4242.165527
	Iteration 18Q: 3 clusters Score -524320.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -524336.062500 Penalty: 4242.165527
	Iteration 19Q: 3 clusters Score -524336.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -524346.187500 Penalty: 4242.165527
	Iteration 20F: 3 clusters Score -524346.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -524360.937500 Penalty: 4242.165527
	Iteration 21Q: 3 clusters Score -524360.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -524372.750000 Penalty: 4242.165527
	Iteration 22Q: 3 clusters Score -524372.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -524382.562500 Penalty: 4242.165527
	Iteration 23Q: 3 clusters Score -524382.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -524388.437500 Penalty: 4242.165527
	Iteration 24Q: 3 clusters Score -524388.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -524396.000000 Penalty: 4242.165527
	Iteration 25Q: 3 clusters Score -524396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -524402.812500 Penalty: 4242.165527
	Iteration 26Q: 3 clusters Score -524402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -524406.625000 Penalty: 4242.165527
	Iteration 27Q: 3 clusters Score -524406.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -524411.375000 Penalty: 4242.165527
	Iteration 28Q: 3 clusters Score -524411.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -524413.812500 Penalty: 4242.165527
	Iteration 29Q: 3 clusters Score -524413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -524415.250000 Penalty: 4242.165527
	Iteration 30Q: 3 clusters Score -524415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -524416.187500 Penalty: 4242.165527
	Iteration 31Q: 3 clusters Score -524416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -524417.062500 Penalty: 4242.165527
	Iteration 32Q: 3 clusters Score -524417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -524418.250000 Penalty: 4242.165527
	Iteration 33Q: 3 clusters Score -524418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -524417.437500 Penalty: 4242.165527
	Iteration 34Q: 3 clusters Score -524417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -524418.625000 Penalty: 4242.165527
	Iteration 35Q: 3 clusters Score -524418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -524420.125000 Penalty: 4242.165527
	Iteration 36Q: 3 clusters Score -524420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -524422.312500 Penalty: 4242.165527
	Iteration 37Q: 3 clusters Score -524422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -524422.187500 Penalty: 4242.165527
	Iteration 38Q: 3 clusters Score -524422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -524422.937500 Penalty: 4242.165527
	Iteration 39Q: 3 clusters Score -524422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -524423.187500 Penalty: 4242.165527
	Iteration 40F: 3 clusters Score -524423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Entering Unmasked Estep 
Score: -1821059.000000 Penalty: 2405.575684
	Iteration 0F: 2 clusters Score -1821059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1809397.875000 Penalty: 4811.151367
	Iteration 0F: 3 clusters Score -1809398 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1813258.750000 Penalty: 4811.151367
	Iteration 1F: 3 clusters Score -1813259 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1813740.750000 Penalty: 4811.151367
	Iteration 2F: 3 clusters Score -1813741 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1814192.750000 Penalty: 4811.151367
	Iteration 3F: 3 clusters Score -1814193 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1814614.750000 Penalty: 4811.151367
	Iteration 4F: 3 clusters Score -1814615 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1815023.500000 Penalty: 4811.151367
	Iteration 5Q: 3 clusters Score -1815024 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1815475.375000 Penalty: 4811.151367
	Iteration 6Q: 3 clusters Score -1815475 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1815979.875000 Penalty: 4811.151367
	Iteration 7F: 3 clusters Score -1815980 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1816554.125000 Penalty: 4811.151367
	Iteration 8Q: 3 clusters Score -1816554 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1817282.375000 Penalty: 4811.151367
	Iteration 9F: 3 clusters Score -1817282 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1818247.000000 Penalty: 4811.151367
	Iteration 10F: 3 clusters Score -1818247 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1819365.875000 Penalty: 4811.151367
	Iteration 11F: 3 clusters Score -1819366 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1820274.500000 Penalty: 4811.151367
	Iteration 12Q: 3 clusters Score -1820274 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1820692.375000 Penalty: 4811.151367
	Iteration 13Q: 3 clusters Score -1820692 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1820851.625000 Penalty: 4811.151367
	Iteration 14Q: 3 clusters Score -1820852 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1820913.625000 Penalty: 4811.151367
	Iteration 15Q: 3 clusters Score -1820914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1820966.000000 Penalty: 4811.151367
	Iteration 16Q: 3 clusters Score -1820966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1821006.250000 Penalty: 4811.151367
	Iteration 17Q: 3 clusters Score -1821006 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1821084.750000 Penalty: 4811.151367
	Iteration 18Q: 3 clusters Score -1821085 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1821199.750000 Penalty: 4811.151367
	Iteration 19Q: 3 clusters Score -1821200 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1821382.875000 Penalty: 4811.151367
	Iteration 20F: 3 clusters Score -1821383 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1821685.250000 Penalty: 4811.151367
	Iteration 21Q: 3 clusters Score -1821685 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1822152.000000 Penalty: 4811.151367
	Iteration 22Q: 3 clusters Score -1822152 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1822717.500000 Penalty: 4811.151367
	Iteration 23Q: 3 clusters Score -1822718 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1823201.000000 Penalty: 4811.151367
	Iteration 24Q: 3 clusters Score -1823201 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1823460.875000 Penalty: 4811.151367
	Iteration 25Q: 3 clusters Score -1823461 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1823601.000000 Penalty: 4811.151367
	Iteration 26Q: 3 clusters Score -1823601 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1823658.750000 Penalty: 4811.151367
	Iteration 27Q: 3 clusters Score -1823659 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1823686.125000 Penalty: 4811.151367
	Iteration 28Q: 3 clusters Score -1823686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1823703.125000 Penalty: 4811.151367
	Iteration 29Q: 3 clusters Score -1823703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1823706.250000 Penalty: 4811.151367
	Iteration 30Q: 3 clusters Score -1823706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1823714.625000 Penalty: 4811.151367
	Iteration 31Q: 3 clusters Score -1823715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1823719.750000 Penalty: 4811.151367
	Iteration 32Q: 3 clusters Score -1823720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1823722.750000 Penalty: 4811.151367
	Iteration 33Q: 3 clusters Score -1823723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1823721.625000 Penalty: 4811.151367
	Iteration 34Q: 3 clusters Score -1823722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1823724.125000 Penalty: 4811.151367
	Iteration 35Q: 3 clusters Score -1823724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1823728.250000 Penalty: 4811.151367
	Iteration 36Q: 3 clusters Score -1823728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1823730.125000 Penalty: 4811.151367
	Iteration 37Q: 3 clusters Score -1823730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1823735.625000 Penalty: 4811.151367
	Iteration 38Q: 3 clusters Score -1823736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1823733.000000 Penalty: 4811.151367
	Iteration 39Q: 3 clusters Score -1823733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1823729.625000 Penalty: 4811.151367
	Iteration 40F: 3 clusters Score -1823730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1823728.375000 Penalty: 4811.151367
	Iteration 41Q: 3 clusters Score -1823728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1823726.125000 Penalty: 4811.151367
	Iteration 42Q: 3 clusters Score -1823726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1823725.375000 Penalty: 4811.151367
	Iteration 43Q: 3 clusters Score -1823725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1823726.750000 Penalty: 4811.151367
	Iteration 44Q: 3 clusters Score -1823727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1823729.625000 Penalty: 4811.151367
	Iteration 45Q: 3 clusters Score -1823730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1823729.625000 Penalty: 4811.151367
	Iteration 46F: 3 clusters Score -1823730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 833 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Mstep: Class 56 contains 8173 members 
Mstep: Class 57 contains 878 members 
Mstep: Class 58 contains 7699 members 
Entering Unmasked Estep 
Score: -139246048.000000 Penalty: 202403.562500
Splitting cluster 39 changes total score from -139238784.000000 to -139246048.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 40 (24240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Entering Unmasked Estep 
Score: -2509817.500000 Penalty: 2503.748291
	Iteration 0F: 2 clusters Score -2509818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2492940.250000 Penalty: 5007.496582
	Iteration 0F: 3 clusters Score -2492940 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2499368.500000 Penalty: 5007.496582
	Iteration 1F: 3 clusters Score -2499368 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2500517.500000 Penalty: 5007.496582
	Iteration 2F: 3 clusters Score -2500518 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2501826.500000 Penalty: 5007.496582
	Iteration 3F: 3 clusters Score -2501826 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2503210.000000 Penalty: 5007.496582
	Iteration 4F: 3 clusters Score -2503210 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2504394.000000 Penalty: 5007.496582
	Iteration 5F: 3 clusters Score -2504394 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2505327.000000 Penalty: 5007.496582
	Iteration 6F: 3 clusters Score -2505327 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2505996.000000 Penalty: 5007.496582
	Iteration 7Q: 3 clusters Score -2505996 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2506485.750000 Penalty: 5007.496582
	Iteration 8Q: 3 clusters Score -2506486 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2506841.750000 Penalty: 5007.496582
	Iteration 9Q: 3 clusters Score -2506842 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2507100.000000 Penalty: 5007.496582
	Iteration 10Q: 3 clusters Score -2507100 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2507290.000000 Penalty: 5007.496582
	Iteration 11Q: 3 clusters Score -2507290 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2507439.750000 Penalty: 5007.496582
	Iteration 12Q: 3 clusters Score -2507440 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2507577.000000 Penalty: 5007.496582
	Iteration 13Q: 3 clusters Score -2507577 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2507706.250000 Penalty: 5007.496582
	Iteration 14Q: 3 clusters Score -2507706 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2507821.750000 Penalty: 5007.496582
	Iteration 15Q: 3 clusters Score -2507822 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2507923.750000 Penalty: 5007.496582
	Iteration 16Q: 3 clusters Score -2507924 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2508031.000000 Penalty: 5007.496582
	Iteration 17Q: 3 clusters Score -2508031 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2508126.000000 Penalty: 5007.496582
	Iteration 18Q: 3 clusters Score -2508126 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2508205.500000 Penalty: 5007.496582
	Iteration 19Q: 3 clusters Score -2508206 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2508271.750000 Penalty: 5007.496582
	Iteration 20F: 3 clusters Score -2508272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2508341.000000 Penalty: 5007.496582
	Iteration 21Q: 3 clusters Score -2508341 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2508426.250000 Penalty: 5007.496582
	Iteration 22Q: 3 clusters Score -2508426 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2508485.500000 Penalty: 5007.496582
	Iteration 23Q: 3 clusters Score -2508486 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2508558.250000 Penalty: 5007.496582
	Iteration 24Q: 3 clusters Score -2508558 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2508611.250000 Penalty: 5007.496582
	Iteration 25Q: 3 clusters Score -2508611 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2508706.750000 Penalty: 5007.496582
	Iteration 26Q: 3 clusters Score -2508707 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2508777.250000 Penalty: 5007.496582
	Iteration 27Q: 3 clusters Score -2508777 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2508845.500000 Penalty: 5007.496582
	Iteration 28Q: 3 clusters Score -2508846 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2508918.750000 Penalty: 5007.496582
	Iteration 29Q: 3 clusters Score -2508919 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2509014.750000 Penalty: 5007.496582
	Iteration 30Q: 3 clusters Score -2509015 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2509138.500000 Penalty: 5007.496582
	Iteration 31Q: 3 clusters Score -2509138 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2509253.500000 Penalty: 5007.496582
	Iteration 32Q: 3 clusters Score -2509254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2509328.750000 Penalty: 5007.496582
	Iteration 33Q: 3 clusters Score -2509329 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2509415.500000 Penalty: 5007.496582
	Iteration 34Q: 3 clusters Score -2509416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2509516.000000 Penalty: 5007.496582
	Iteration 35Q: 3 clusters Score -2509516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2509603.750000 Penalty: 5007.496582
	Iteration 36Q: 3 clusters Score -2509604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2509649.750000 Penalty: 5007.496582
	Iteration 37Q: 3 clusters Score -2509650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2509674.500000 Penalty: 5007.496582
	Iteration 38Q: 3 clusters Score -2509674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2509697.000000 Penalty: 5007.496582
	Iteration 39Q: 3 clusters Score -2509697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2509716.000000 Penalty: 5007.496582
	Iteration 40F: 3 clusters Score -2509716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2509735.000000 Penalty: 5007.496582
	Iteration 41Q: 3 clusters Score -2509735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2509742.750000 Penalty: 5007.496582
	Iteration 42Q: 3 clusters Score -2509743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2509745.000000 Penalty: 5007.496582
	Iteration 43Q: 3 clusters Score -2509745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2509753.500000 Penalty: 5007.496582
	Iteration 44Q: 3 clusters Score -2509754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2509751.750000 Penalty: 5007.496582
	Iteration 45Q: 3 clusters Score -2509752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2509755.000000 Penalty: 5007.496582
	Iteration 46Q: 3 clusters Score -2509755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2509755.000000 Penalty: 5007.496582
	Iteration 47Q: 3 clusters Score -2509755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2509753.500000 Penalty: 5007.496582
	Iteration 48Q: 3 clusters Score -2509754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2509755.000000 Penalty: 5007.496582
	Iteration 49Q: 3 clusters Score -2509755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2509755.000000 Penalty: 5007.496582
	Iteration 50F: 3 clusters Score -2509755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -560409.562500 Penalty: 2126.527344
	Iteration 0F: 2 clusters Score -560409.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -555688.625000 Penalty: 4253.054688
	Iteration 0F: 3 clusters Score -555688.6 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -556835.625000 Penalty: 4253.054688
	Iteration 1F: 3 clusters Score -556835.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -557099.875000 Penalty: 4253.054688
	Iteration 2F: 3 clusters Score -557099.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -557315.125000 Penalty: 4253.054688
	Iteration 3F: 3 clusters Score -557315.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -557486.250000 Penalty: 4253.054688
	Iteration 4Q: 3 clusters Score -557486.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -557642.500000 Penalty: 4253.054688
	Iteration 5Q: 3 clusters Score -557642.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -557761.750000 Penalty: 4253.054688
	Iteration 6Q: 3 clusters Score -557761.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -557859.187500 Penalty: 4253.054688
	Iteration 7Q: 3 clusters Score -557859.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -557954.375000 Penalty: 4253.054688
	Iteration 8Q: 3 clusters Score -557954.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -558033.375000 Penalty: 4253.054688
	Iteration 9Q: 3 clusters Score -558033.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -558105.250000 Penalty: 4253.054688
	Iteration 10Q: 3 clusters Score -558105.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -558158.062500 Penalty: 4253.054688
	Iteration 11Q: 3 clusters Score -558158.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -558213.625000 Penalty: 4253.054688
	Iteration 12Q: 3 clusters Score -558213.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -558269.375000 Penalty: 4253.054688
	Iteration 13Q: 3 clusters Score -558269.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -558321.312500 Penalty: 4253.054688
	Iteration 14Q: 3 clusters Score -558321.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -558369.562500 Penalty: 4253.054688
	Iteration 15Q: 3 clusters Score -558369.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -558408.812500 Penalty: 4253.054688
	Iteration 16Q: 3 clusters Score -558408.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -558442.000000 Penalty: 4253.054688
	Iteration 17Q: 3 clusters Score -558442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -558473.875000 Penalty: 4253.054688
	Iteration 18Q: 3 clusters Score -558473.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -558497.937500 Penalty: 4253.054688
	Iteration 19Q: 3 clusters Score -558497.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -558524.125000 Penalty: 4253.054688
	Iteration 20F: 3 clusters Score -558524.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -558538.437500 Penalty: 4253.054688
	Iteration 21Q: 3 clusters Score -558538.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -558549.125000 Penalty: 4253.054688
	Iteration 22Q: 3 clusters Score -558549.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -558561.187500 Penalty: 4253.054688
	Iteration 23Q: 3 clusters Score -558561.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -558577.250000 Penalty: 4253.054688
	Iteration 24Q: 3 clusters Score -558577.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -558592.250000 Penalty: 4253.054688
	Iteration 25Q: 3 clusters Score -558592.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -558610.250000 Penalty: 4253.054688
	Iteration 26Q: 3 clusters Score -558610.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -558618.187500 Penalty: 4253.054688
	Iteration 27Q: 3 clusters Score -558618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -558621.437500 Penalty: 4253.054688
	Iteration 28Q: 3 clusters Score -558621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -558622.375000 Penalty: 4253.054688
	Iteration 29Q: 3 clusters Score -558622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -558624.937500 Penalty: 4253.054688
	Iteration 30Q: 3 clusters Score -558624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -558625.187500 Penalty: 4253.054688
	Iteration 31Q: 3 clusters Score -558625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -558629.000000 Penalty: 4253.054688
	Iteration 32Q: 3 clusters Score -558629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -558633.812500 Penalty: 4253.054688
	Iteration 33Q: 3 clusters Score -558633.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -558641.500000 Penalty: 4253.054688
	Iteration 34Q: 3 clusters Score -558641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -558647.125000 Penalty: 4253.054688
	Iteration 35Q: 3 clusters Score -558647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -558653.062500 Penalty: 4253.054688
	Iteration 36Q: 3 clusters Score -558653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -558656.562500 Penalty: 4253.054688
	Iteration 37Q: 3 clusters Score -558656.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -558660.875000 Penalty: 4253.054688
	Iteration 38Q: 3 clusters Score -558660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -558665.187500 Penalty: 4253.054688
	Iteration 39Q: 3 clusters Score -558665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -558671.812500 Penalty: 4253.054688
	Iteration 40F: 3 clusters Score -558671.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -558681.375000 Penalty: 4253.054688
	Iteration 41Q: 3 clusters Score -558681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -558690.562500 Penalty: 4253.054688
	Iteration 42Q: 3 clusters Score -558690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -558695.312500 Penalty: 4253.054688
	Iteration 43Q: 3 clusters Score -558695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -558699.125000 Penalty: 4253.054688
	Iteration 44Q: 3 clusters Score -558699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -558705.250000 Penalty: 4253.054688
	Iteration 45Q: 3 clusters Score -558705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -558712.562500 Penalty: 4253.054688
	Iteration 46Q: 3 clusters Score -558712.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -558719.187500 Penalty: 4253.054688
	Iteration 47Q: 3 clusters Score -558719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -558722.437500 Penalty: 4253.054688
	Iteration 48Q: 3 clusters Score -558722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -558723.375000 Penalty: 4253.054688
	Iteration 49Q: 3 clusters Score -558723.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -558724.937500 Penalty: 4253.054688
	Iteration 50Q: 3 clusters Score -558724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -558726.937500 Penalty: 4253.054688
	Iteration 51Q: 3 clusters Score -558726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -558731.312500 Penalty: 4253.054688
	Iteration 52Q: 3 clusters Score -558731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -558736.875000 Penalty: 4253.054688
	Iteration 53Q: 3 clusters Score -558736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -558739.125000 Penalty: 4253.054688
	Iteration 54Q: 3 clusters Score -558739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -558739.500000 Penalty: 4253.054688
	Iteration 55Q: 3 clusters Score -558739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -558742.250000 Penalty: 4253.054688
	Iteration 56Q: 3 clusters Score -558742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -558743.500000 Penalty: 4253.054688
	Iteration 57Q: 3 clusters Score -558743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -558743.750000 Penalty: 4253.054688
	Iteration 58Q: 3 clusters Score -558743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -558743.812500 Penalty: 4253.054688
	Iteration 59Q: 3 clusters Score -558743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -558746.000000 Penalty: 4253.054688
	Iteration 60F: 3 clusters Score -558746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -558751.562500 Penalty: 4253.054688
	Iteration 61Q: 3 clusters Score -558751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -558751.687500 Penalty: 4253.054688
	Iteration 62Q: 3 clusters Score -558751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -558755.375000 Penalty: 4253.054688
	Iteration 63Q: 3 clusters Score -558755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -558757.562500 Penalty: 4253.054688
	Iteration 64Q: 3 clusters Score -558757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -558758.062500 Penalty: 4253.054688
	Iteration 65Q: 3 clusters Score -558758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -558758.062500 Penalty: 4253.054688
	Iteration 66F: 3 clusters Score -558758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Entering Unmasked Estep 
Score: -673670.125000 Penalty: 2167.484375
	Iteration 0F: 2 clusters Score -673670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -668313.625000 Penalty: 4334.968750
	Iteration 0F: 3 clusters Score -668313.6 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -669675.812500 Penalty: 4334.968750
	Iteration 1F: 3 clusters Score -669675.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -669977.125000 Penalty: 4334.968750
	Iteration 2F: 3 clusters Score -669977.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -670211.062500 Penalty: 4334.968750
	Iteration 3F: 3 clusters Score -670211.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -670474.875000 Penalty: 4334.968750
	Iteration 4F: 3 clusters Score -670474.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -670764.750000 Penalty: 4334.968750
	Iteration 5F: 3 clusters Score -670764.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -671050.625000 Penalty: 4334.968750
	Iteration 6Q: 3 clusters Score -671050.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -671302.187500 Penalty: 4334.968750
	Iteration 7Q: 3 clusters Score -671302.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -671503.062500 Penalty: 4334.968750
	Iteration 8Q: 3 clusters Score -671503.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -671673.562500 Penalty: 4334.968750
	Iteration 9Q: 3 clusters Score -671673.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -671831.437500 Penalty: 4334.968750
	Iteration 10Q: 3 clusters Score -671831.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -671956.625000 Penalty: 4334.968750
	Iteration 11Q: 3 clusters Score -671956.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -672063.250000 Penalty: 4334.968750
	Iteration 12Q: 3 clusters Score -672063.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -672152.375000 Penalty: 4334.968750
	Iteration 13Q: 3 clusters Score -672152.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -672223.125000 Penalty: 4334.968750
	Iteration 14Q: 3 clusters Score -672223.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -672270.875000 Penalty: 4334.968750
	Iteration 15Q: 3 clusters Score -672270.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -672309.062500 Penalty: 4334.968750
	Iteration 16Q: 3 clusters Score -672309.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -672340.937500 Penalty: 4334.968750
	Iteration 17Q: 3 clusters Score -672340.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -672380.812500 Penalty: 4334.968750
	Iteration 18Q: 3 clusters Score -672380.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -672430.562500 Penalty: 4334.968750
	Iteration 19Q: 3 clusters Score -672430.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -672469.125000 Penalty: 4334.968750
	Iteration 20F: 3 clusters Score -672469.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -672522.250000 Penalty: 4334.968750
	Iteration 21Q: 3 clusters Score -672522.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -672590.687500 Penalty: 4334.968750
	Iteration 22Q: 3 clusters Score -672590.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -672665.500000 Penalty: 4334.968750
	Iteration 23Q: 3 clusters Score -672665.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -672737.312500 Penalty: 4334.968750
	Iteration 24Q: 3 clusters Score -672737.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -672793.062500 Penalty: 4334.968750
	Iteration 25Q: 3 clusters Score -672793.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -672833.625000 Penalty: 4334.968750
	Iteration 26Q: 3 clusters Score -672833.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -672857.562500 Penalty: 4334.968750
	Iteration 27Q: 3 clusters Score -672857.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -672864.812500 Penalty: 4334.968750
	Iteration 28Q: 3 clusters Score -672864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -672875.625000 Penalty: 4334.968750
	Iteration 29Q: 3 clusters Score -672875.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -672887.312500 Penalty: 4334.968750
	Iteration 30Q: 3 clusters Score -672887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -672890.812500 Penalty: 4334.968750
	Iteration 31Q: 3 clusters Score -672890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -672894.750000 Penalty: 4334.968750
	Iteration 32Q: 3 clusters Score -672894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -672898.437500 Penalty: 4334.968750
	Iteration 33Q: 3 clusters Score -672898.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -672900.687500 Penalty: 4334.968750
	Iteration 34Q: 3 clusters Score -672900.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -672902.375000 Penalty: 4334.968750
	Iteration 35Q: 3 clusters Score -672902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -672904.312500 Penalty: 4334.968750
	Iteration 36Q: 3 clusters Score -672904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -672905.375000 Penalty: 4334.968750
	Iteration 37Q: 3 clusters Score -672905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -672905.375000 Penalty: 4334.968750
	Iteration 38F: 3 clusters Score -672905.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -82064.257812 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -82064.26 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 418 members 
Entering Unmasked Estep 
Score: -80228.648438 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -80228.65 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80528.187500 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -80528.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80643.750000 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -80643.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80745.468750 Penalty: 3335.616699
	Iteration 3Q: 3 clusters Score -80745.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80881.992188 Penalty: 3335.616699
	Iteration 4Q: 3 clusters Score -80881.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80939.726562 Penalty: 3335.616699
	Iteration 5Q: 3 clusters Score -80939.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80998.382812 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -80998.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81061.781250 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -81061.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81106.000000 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -81106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81136.304688 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -81136.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81166.000000 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -81166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81197.546875 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -81197.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -81213.218750 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -81213.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -81226.195312 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -81226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -81239.867188 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -81239.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81251.390625 Penalty: 3335.616699
	Iteration 15Q: 3 clusters Score -81251.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81258.664062 Penalty: 3335.616699
	Iteration 16Q: 3 clusters Score -81258.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81266.453125 Penalty: 3335.616699
	Iteration 17Q: 3 clusters Score -81266.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -81281.890625 Penalty: 3335.616699
	Iteration 18Q: 3 clusters Score -81281.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81313.015625 Penalty: 3335.616699
	Iteration 19Q: 3 clusters Score -81313.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -81344.695312 Penalty: 3335.616699
	Iteration 20F: 3 clusters Score -81344.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -81372.945312 Penalty: 3335.616699
	Iteration 21Q: 3 clusters Score -81372.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -81396.132812 Penalty: 3335.616699
	Iteration 22Q: 3 clusters Score -81396.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -81418.296875 Penalty: 3335.616699
	Iteration 23Q: 3 clusters Score -81418.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -81429.812500 Penalty: 3335.616699
	Iteration 24Q: 3 clusters Score -81429.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -81437.640625 Penalty: 3335.616699
	Iteration 25Q: 3 clusters Score -81437.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -81447.117188 Penalty: 3335.616699
	Iteration 26Q: 3 clusters Score -81447.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -81477.679688 Penalty: 3335.616699
	Iteration 27Q: 3 clusters Score -81477.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -81498.773438 Penalty: 3335.616699
	Iteration 28Q: 3 clusters Score -81498.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81522.617188 Penalty: 3335.616699
	Iteration 29Q: 3 clusters Score -81522.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81538.484375 Penalty: 3335.616699
	Iteration 30Q: 3 clusters Score -81538.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -81566.062500 Penalty: 3335.616699
	Iteration 31Q: 3 clusters Score -81566.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81582.359375 Penalty: 3335.616699
	Iteration 32Q: 3 clusters Score -81582.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81619.484375 Penalty: 3335.616699
	Iteration 33Q: 3 clusters Score -81619.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -81655.226562 Penalty: 3335.616699
	Iteration 34Q: 3 clusters Score -81655.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81674.882812 Penalty: 3335.616699
	Iteration 35Q: 3 clusters Score -81674.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -81686.820312 Penalty: 3335.616699
	Iteration 36Q: 3 clusters Score -81686.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -81698.367188 Penalty: 3335.616699
	Iteration 37Q: 3 clusters Score -81698.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -81700.015625 Penalty: 3335.616699
	Iteration 38Q: 3 clusters Score -81700.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81708.601562 Penalty: 3335.616699
	Iteration 39Q: 3 clusters Score -81708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -81720.757812 Penalty: 3335.616699
	Iteration 40F: 3 clusters Score -81720.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -81729.640625 Penalty: 3335.616699
	Iteration 41Q: 3 clusters Score -81729.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81738.953125 Penalty: 3335.616699
	Iteration 42Q: 3 clusters Score -81738.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -81752.289062 Penalty: 3335.616699
	Iteration 43Q: 3 clusters Score -81752.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -81779.554688 Penalty: 3335.616699
	Iteration 44Q: 3 clusters Score -81779.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81825.375000 Penalty: 3335.616699
	Iteration 45Q: 3 clusters Score -81825.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81909.250000 Penalty: 3335.616699
	Iteration 46Q: 3 clusters Score -81909.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -82025.765625 Penalty: 3335.616699
	Iteration 47Q: 3 clusters Score -82025.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -82060.187500 Penalty: 3335.616699
	Iteration 48Q: 3 clusters Score -82060.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -82068.296875 Penalty: 3335.616699
	Iteration 49Q: 3 clusters Score -82068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82087.757812 Penalty: 3335.616699
	Iteration 50Q: 3 clusters Score -82087.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82091.539062 Penalty: 3335.616699
	Iteration 51F: 3 clusters Score -82091.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -82098.828125 Penalty: 3335.616699
	Iteration 52Q: 3 clusters Score -82098.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -82098.828125 Penalty: 3335.616699
	Iteration 53F: 3 clusters Score -82098.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 53703 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Mstep: Class 56 contains 8173 members 
Mstep: Class 57 contains 878 members 
Mstep: Class 58 contains 7699 members 
Mstep: Class 59 contains 517 members 
Entering Unmasked Estep 
Score: -139244288.000000 Penalty: 205893.281250
Splitting cluster 43 changes total score from -139238784.000000 to -139244288.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 44 (53703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Entering Unmasked Estep 
Score: -6070534.000000 Penalty: 2701.023438
	Iteration 0F: 2 clusters Score -6070534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -6034429.000000 Penalty: 5402.046875
	Iteration 0F: 3 clusters Score -6034429 nChanged 24994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -6048879.500000 Penalty: 5402.046875
	Iteration 1F: 3 clusters Score -6048880 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -6050307.500000 Penalty: 5402.046875
	Iteration 2F: 3 clusters Score -6050308 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6053148.500000 Penalty: 5402.046875
	Iteration 3F: 3 clusters Score -6053148 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -6059223.500000 Penalty: 5402.046875
	Iteration 4F: 3 clusters Score -6059224 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -6068940.000000 Penalty: 5402.046875
	Iteration 5F: 3 clusters Score -6068940 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -6077829.000000 Penalty: 5402.046875
	Iteration 6F: 3 clusters Score -6077829 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -6083260.500000 Penalty: 5402.046875
	Iteration 7F: 3 clusters Score -6083260 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -6086091.000000 Penalty: 5402.046875
	Iteration 8Q: 3 clusters Score -6086091 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -6087650.000000 Penalty: 5402.046875
	Iteration 9Q: 3 clusters Score -6087650 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -6088640.500000 Penalty: 5402.046875
	Iteration 10Q: 3 clusters Score -6088640 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -6089393.500000 Penalty: 5402.046875
	Iteration 11Q: 3 clusters Score -6089394 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -6089979.000000 Penalty: 5402.046875
	Iteration 12Q: 3 clusters Score -6089979 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -6090340.500000 Penalty: 5402.046875
	Iteration 13Q: 3 clusters Score -6090340 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -6090583.000000 Penalty: 5402.046875
	Iteration 14Q: 3 clusters Score -6090583 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -6090701.500000 Penalty: 5402.046875
	Iteration 15Q: 3 clusters Score -6090702 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -6090812.000000 Penalty: 5402.046875
	Iteration 16Q: 3 clusters Score -6090812 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -6090888.000000 Penalty: 5402.046875
	Iteration 17Q: 3 clusters Score -6090888 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -6090927.000000 Penalty: 5402.046875
	Iteration 18Q: 3 clusters Score -6090927 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -6090962.500000 Penalty: 5402.046875
	Iteration 19Q: 3 clusters Score -6090962 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -6090992.500000 Penalty: 5402.046875
	Iteration 20F: 3 clusters Score -6090992 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -6090990.000000 Penalty: 5402.046875
	Iteration 21Q: 3 clusters Score -6090990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -6091038.000000 Penalty: 5402.046875
	Iteration 22Q: 3 clusters Score -6091038 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -6091057.000000 Penalty: 5402.046875
	Iteration 23Q: 3 clusters Score -6091057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -6091047.000000 Penalty: 5402.046875
	Iteration 24Q: 3 clusters Score -6091047 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6091055.500000 Penalty: 5402.046875
	Iteration 25Q: 3 clusters Score -6091056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -6091080.500000 Penalty: 5402.046875
	Iteration 26Q: 3 clusters Score -6091080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -6091068.500000 Penalty: 5402.046875
	Iteration 27Q: 3 clusters Score -6091068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -6091085.000000 Penalty: 5402.046875
	Iteration 28Q: 3 clusters Score -6091085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -6091104.000000 Penalty: 5402.046875
	Iteration 29Q: 3 clusters Score -6091104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -6091109.000000 Penalty: 5402.046875
	Iteration 30Q: 3 clusters Score -6091109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -6091106.000000 Penalty: 5402.046875
	Iteration 31Q: 3 clusters Score -6091106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -6091103.000000 Penalty: 5402.046875
	Iteration 32Q: 3 clusters Score -6091103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -6091100.000000 Penalty: 5402.046875
	Iteration 33Q: 3 clusters Score -6091100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -6091101.000000 Penalty: 5402.046875
	Iteration 34Q: 3 clusters Score -6091101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -6091112.500000 Penalty: 5402.046875
	Iteration 35Q: 3 clusters Score -6091112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -6091127.000000 Penalty: 5402.046875
	Iteration 36Q: 3 clusters Score -6091127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -6091126.000000 Penalty: 5402.046875
	Iteration 37Q: 3 clusters Score -6091126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -6091118.000000 Penalty: 5402.046875
	Iteration 38Q: 3 clusters Score -6091118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -6091117.500000 Penalty: 5402.046875
	Iteration 39Q: 3 clusters Score -6091118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -6091122.000000 Penalty: 5402.046875
	Iteration 40F: 3 clusters Score -6091122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -6091124.500000 Penalty: 5402.046875
	Iteration 41Q: 3 clusters Score -6091124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -6091124.500000 Penalty: 5402.046875
	Iteration 42Q: 3 clusters Score -6091124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -6091122.500000 Penalty: 5402.046875
	Iteration 43Q: 3 clusters Score -6091122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -6091119.500000 Penalty: 5402.046875
	Iteration 44Q: 3 clusters Score -6091120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -6091118.000000 Penalty: 5402.046875
	Iteration 45Q: 3 clusters Score -6091118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -6091129.500000 Penalty: 5402.046875
	Iteration 46Q: 3 clusters Score -6091130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -6091124.500000 Penalty: 5402.046875
	Iteration 47Q: 3 clusters Score -6091124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -6091123.000000 Penalty: 5402.046875
	Iteration 48Q: 3 clusters Score -6091123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -6091121.500000 Penalty: 5402.046875
	Iteration 49Q: 3 clusters Score -6091122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -6091129.500000 Penalty: 5402.046875
	Iteration 50Q: 3 clusters Score -6091130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -6091127.500000 Penalty: 5402.046875
	Iteration 51Q: 3 clusters Score -6091128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -6091130.500000 Penalty: 5402.046875
	Iteration 52Q: 3 clusters Score -6091130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -6091128.500000 Penalty: 5402.046875
	Iteration 53Q: 3 clusters Score -6091128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -6091120.500000 Penalty: 5402.046875
	Iteration 54Q: 3 clusters Score -6091120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -6091119.500000 Penalty: 5402.046875
	Iteration 55Q: 3 clusters Score -6091120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -6091118.000000 Penalty: 5402.046875
	Iteration 56Q: 3 clusters Score -6091118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -6091122.500000 Penalty: 5402.046875
	Iteration 57Q: 3 clusters Score -6091122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -6091114.000000 Penalty: 5402.046875
	Iteration 58Q: 3 clusters Score -6091114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -6091116.000000 Penalty: 5402.046875
	Iteration 59Q: 3 clusters Score -6091116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -6091122.500000 Penalty: 5402.046875
	Iteration 60F: 3 clusters Score -6091122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -6091122.500000 Penalty: 5402.046875
	Iteration 61Q: 3 clusters Score -6091122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -6091122.000000 Penalty: 5402.046875
	Iteration 62Q: 3 clusters Score -6091122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -6091122.000000 Penalty: 5402.046875
	Iteration 63F: 3 clusters Score -6091122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 33185 members 
Mstep: Class 45 contains 4202 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Mstep: Class 56 contains 8173 members 
Mstep: Class 57 contains 878 members 
Mstep: Class 58 contains 7699 members 
Mstep: Class 59 contains 517 members 
Mstep: Class 60 contains 20518 members 
Entering Unmasked Estep 
Score: -139264144.000000 Penalty: 209383.000000
Splitting cluster 44 changes total score from -139238784.000000 to -139264144.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 45 (4202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Entering Unmasked Estep 
Score: -373953.531250 Penalty: 2069.142334
	Iteration 0F: 2 clusters Score -373953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -370009.968750 Penalty: 4138.284668
	Iteration 0F: 3 clusters Score -370010 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -371700.218750 Penalty: 4138.284668
	Iteration 1F: 3 clusters Score -371700.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -372582.093750 Penalty: 4138.284668
	Iteration 2F: 3 clusters Score -372582.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -373099.968750 Penalty: 4138.284668
	Iteration 3F: 3 clusters Score -373100 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373607.062500 Penalty: 4138.284668
	Iteration 4F: 3 clusters Score -373607.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -374097.375000 Penalty: 4138.284668
	Iteration 5F: 3 clusters Score -374097.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -374437.906250 Penalty: 4138.284668
	Iteration 6F: 3 clusters Score -374437.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -374688.156250 Penalty: 4138.284668
	Iteration 7Q: 3 clusters Score -374688.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -375001.187500 Penalty: 4138.284668
	Iteration 8Q: 3 clusters Score -375001.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -375502.687500 Penalty: 4138.284668
	Iteration 9Q: 3 clusters Score -375502.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -375998.156250 Penalty: 4138.284668
	Iteration 10Q: 3 clusters Score -375998.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -376116.125000 Penalty: 4138.284668
	Iteration 11Q: 3 clusters Score -376116.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -376133.000000 Penalty: 4138.284668
	Iteration 12Q: 3 clusters Score -376133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -376137.593750 Penalty: 4138.284668
	Iteration 13Q: 3 clusters Score -376137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -376137.156250 Penalty: 4138.284668
	Iteration 14Q: 3 clusters Score -376137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -376138.156250 Penalty: 4138.284668
	Iteration 15Q: 3 clusters Score -376138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -376140.562500 Penalty: 4138.284668
	Iteration 16Q: 3 clusters Score -376140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -376141.250000 Penalty: 4138.284668
	Iteration 17Q: 3 clusters Score -376141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -376142.187500 Penalty: 4138.284668
	Iteration 18Q: 3 clusters Score -376142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -376142.656250 Penalty: 4138.284668
	Iteration 19Q: 3 clusters Score -376142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -376142.656250 Penalty: 4138.284668
	Iteration 20F: 3 clusters Score -376142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 33185 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Mstep: Class 56 contains 8173 members 
Mstep: Class 57 contains 878 members 
Mstep: Class 58 contains 7699 members 
Mstep: Class 59 contains 517 members 
Mstep: Class 60 contains 20518 members 
Mstep: Class 61 contains 1887 members 
Entering Unmasked Estep 
Score: -139265024.000000 Penalty: 212872.718750
Splitting cluster 45 changes total score from -139238784.000000 to -139265024.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 46 (47608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Entering Unmasked Estep 
Score: -4992618.500000 Penalty: 2671.147461
	Iteration 0F: 2 clusters Score -4992618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4960560.500000 Penalty: 5342.294922
	Iteration 0F: 3 clusters Score -4960560 nChanged 22063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4973035.500000 Penalty: 5342.294922
	Iteration 1F: 3 clusters Score -4973036 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -4974256.500000 Penalty: 5342.294922
	Iteration 2F: 3 clusters Score -4974256 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -4975826.000000 Penalty: 5342.294922
	Iteration 3F: 3 clusters Score -4975826 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4977716.500000 Penalty: 5342.294922
	Iteration 4F: 3 clusters Score -4977716 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4979862.000000 Penalty: 5342.294922
	Iteration 5F: 3 clusters Score -4979862 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4981807.500000 Penalty: 5342.294922
	Iteration 6F: 3 clusters Score -4981808 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -4983416.500000 Penalty: 5342.294922
	Iteration 7F: 3 clusters Score -4983416 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -4984655.000000 Penalty: 5342.294922
	Iteration 8Q: 3 clusters Score -4984655 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -4985678.500000 Penalty: 5342.294922
	Iteration 9Q: 3 clusters Score -4985678 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -4986545.000000 Penalty: 5342.294922
	Iteration 10Q: 3 clusters Score -4986545 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4987415.500000 Penalty: 5342.294922
	Iteration 11Q: 3 clusters Score -4987416 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -4988126.000000 Penalty: 5342.294922
	Iteration 12Q: 3 clusters Score -4988126 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -4988734.000000 Penalty: 5342.294922
	Iteration 13Q: 3 clusters Score -4988734 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4989236.000000 Penalty: 5342.294922
	Iteration 14Q: 3 clusters Score -4989236 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4989675.500000 Penalty: 5342.294922
	Iteration 15Q: 3 clusters Score -4989676 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -4989982.500000 Penalty: 5342.294922
	Iteration 16Q: 3 clusters Score -4989982 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -4990299.500000 Penalty: 5342.294922
	Iteration 17Q: 3 clusters Score -4990300 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4990556.000000 Penalty: 5342.294922
	Iteration 18Q: 3 clusters Score -4990556 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4990725.000000 Penalty: 5342.294922
	Iteration 19Q: 3 clusters Score -4990725 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4990868.500000 Penalty: 5342.294922
	Iteration 20F: 3 clusters Score -4990868 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4990974.500000 Penalty: 5342.294922
	Iteration 21Q: 3 clusters Score -4990974 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4991023.000000 Penalty: 5342.294922
	Iteration 22Q: 3 clusters Score -4991023 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4991092.000000 Penalty: 5342.294922
	Iteration 23Q: 3 clusters Score -4991092 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4991132.000000 Penalty: 5342.294922
	Iteration 24Q: 3 clusters Score -4991132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4991177.000000 Penalty: 5342.294922
	Iteration 25Q: 3 clusters Score -4991177 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4991223.000000 Penalty: 5342.294922
	Iteration 26Q: 3 clusters Score -4991223 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4991252.500000 Penalty: 5342.294922
	Iteration 27Q: 3 clusters Score -4991252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4991292.500000 Penalty: 5342.294922
	Iteration 28Q: 3 clusters Score -4991292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4991313.500000 Penalty: 5342.294922
	Iteration 29Q: 3 clusters Score -4991314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4991338.000000 Penalty: 5342.294922
	Iteration 30Q: 3 clusters Score -4991338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4991372.500000 Penalty: 5342.294922
	Iteration 31Q: 3 clusters Score -4991372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4991375.500000 Penalty: 5342.294922
	Iteration 32Q: 3 clusters Score -4991376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4991392.500000 Penalty: 5342.294922
	Iteration 33Q: 3 clusters Score -4991392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4991401.500000 Penalty: 5342.294922
	Iteration 34Q: 3 clusters Score -4991402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4991421.500000 Penalty: 5342.294922
	Iteration 35Q: 3 clusters Score -4991422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4991435.000000 Penalty: 5342.294922
	Iteration 36Q: 3 clusters Score -4991435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4991427.500000 Penalty: 5342.294922
	Iteration 37Q: 3 clusters Score -4991428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4991443.500000 Penalty: 5342.294922
	Iteration 38Q: 3 clusters Score -4991444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4991448.000000 Penalty: 5342.294922
	Iteration 39Q: 3 clusters Score -4991448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4991460.500000 Penalty: 5342.294922
	Iteration 40F: 3 clusters Score -4991460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4991469.500000 Penalty: 5342.294922
	Iteration 41Q: 3 clusters Score -4991470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4991474.500000 Penalty: 5342.294922
	Iteration 42Q: 3 clusters Score -4991474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4991473.000000 Penalty: 5342.294922
	Iteration 43Q: 3 clusters Score -4991473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4991483.000000 Penalty: 5342.294922
	Iteration 44Q: 3 clusters Score -4991483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4991485.000000 Penalty: 5342.294922
	Iteration 45Q: 3 clusters Score -4991485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4991481.000000 Penalty: 5342.294922
	Iteration 46Q: 3 clusters Score -4991481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4991486.000000 Penalty: 5342.294922
	Iteration 47Q: 3 clusters Score -4991486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4991489.000000 Penalty: 5342.294922
	Iteration 48Q: 3 clusters Score -4991489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4991487.000000 Penalty: 5342.294922
	Iteration 49Q: 3 clusters Score -4991487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4991488.500000 Penalty: 5342.294922
	Iteration 50Q: 3 clusters Score -4991488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4991492.500000 Penalty: 5342.294922
	Iteration 51Q: 3 clusters Score -4991492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4991492.000000 Penalty: 5342.294922
	Iteration 52Q: 3 clusters Score -4991492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4991495.500000 Penalty: 5342.294922
	Iteration 53Q: 3 clusters Score -4991496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4991494.000000 Penalty: 5342.294922
	Iteration 54Q: 3 clusters Score -4991494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4991498.500000 Penalty: 5342.294922
	Iteration 55Q: 3 clusters Score -4991498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4991498.000000 Penalty: 5342.294922
	Iteration 56Q: 3 clusters Score -4991498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4991500.000000 Penalty: 5342.294922
	Iteration 57Q: 3 clusters Score -4991500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4991503.000000 Penalty: 5342.294922
	Iteration 58Q: 3 clusters Score -4991503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4991507.000000 Penalty: 5342.294922
	Iteration 59Q: 3 clusters Score -4991507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4991503.500000 Penalty: 5342.294922
	Iteration 60F: 3 clusters Score -4991504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4991501.500000 Penalty: 5342.294922
	Iteration 61Q: 3 clusters Score -4991502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4991505.500000 Penalty: 5342.294922
	Iteration 62Q: 3 clusters Score -4991506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4991502.000000 Penalty: 5342.294922
	Iteration 63Q: 3 clusters Score -4991502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4991503.500000 Penalty: 5342.294922
	Iteration 64Q: 3 clusters Score -4991504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4991502.500000 Penalty: 5342.294922
	Iteration 65Q: 3 clusters Score -4991502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4991505.000000 Penalty: 5342.294922
	Iteration 66Q: 3 clusters Score -4991505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4991507.000000 Penalty: 5342.294922
	Iteration 67Q: 3 clusters Score -4991507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4991508.000000 Penalty: 5342.294922
	Iteration 68Q: 3 clusters Score -4991508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4991507.000000 Penalty: 5342.294922
	Iteration 69Q: 3 clusters Score -4991507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4991503.500000 Penalty: 5342.294922
	Iteration 70Q: 3 clusters Score -4991504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4991506.500000 Penalty: 5342.294922
	Iteration 71Q: 3 clusters Score -4991506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4991503.000000 Penalty: 5342.294922
	Iteration 72Q: 3 clusters Score -4991503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4991506.000000 Penalty: 5342.294922
	Iteration 73Q: 3 clusters Score -4991506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4991507.000000 Penalty: 5342.294922
	Iteration 74Q: 3 clusters Score -4991507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4991508.500000 Penalty: 5342.294922
	Iteration 75Q: 3 clusters Score -4991508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4991510.000000 Penalty: 5342.294922
	Iteration 76Q: 3 clusters Score -4991510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4991510.000000 Penalty: 5342.294922
	Iteration 77F: 3 clusters Score -4991510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (61637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Entering Unmasked Estep 
Score: -6959599.500000 Penalty: 2735.196289
	Iteration 0F: 2 clusters Score -6959600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -6918213.000000 Penalty: 5470.392578
	Iteration 0F: 3 clusters Score -6918213 nChanged 28761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -6934658.500000 Penalty: 5470.392578
	Iteration 1F: 3 clusters Score -6934658 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -6935814.500000 Penalty: 5470.392578
	Iteration 2Q: 3 clusters Score -6935814 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -6937320.000000 Penalty: 5470.392578
	Iteration 3F: 3 clusters Score -6937320 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -6939308.500000 Penalty: 5470.392578
	Iteration 4F: 3 clusters Score -6939308 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6941530.500000 Penalty: 5470.392578
	Iteration 5F: 3 clusters Score -6941530 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -6943592.500000 Penalty: 5470.392578
	Iteration 6F: 3 clusters Score -6943592 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -6945319.000000 Penalty: 5470.392578
	Iteration 7F: 3 clusters Score -6945319 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -6946700.500000 Penalty: 5470.392578
	Iteration 8Q: 3 clusters Score -6946700 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -6947856.500000 Penalty: 5470.392578
	Iteration 9Q: 3 clusters Score -6947856 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -6948907.500000 Penalty: 5470.392578
	Iteration 10Q: 3 clusters Score -6948908 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -6950008.500000 Penalty: 5470.392578
	Iteration 11Q: 3 clusters Score -6950008 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -6951133.000000 Penalty: 5470.392578
	Iteration 12Q: 3 clusters Score -6951133 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -6952295.000000 Penalty: 5470.392578
	Iteration 13Q: 3 clusters Score -6952295 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -6953238.500000 Penalty: 5470.392578
	Iteration 14Q: 3 clusters Score -6953238 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -6954088.000000 Penalty: 5470.392578
	Iteration 15Q: 3 clusters Score -6954088 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -6954808.500000 Penalty: 5470.392578
	Iteration 16Q: 3 clusters Score -6954808 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -6955551.000000 Penalty: 5470.392578
	Iteration 17Q: 3 clusters Score -6955551 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -6956420.000000 Penalty: 5470.392578
	Iteration 18Q: 3 clusters Score -6956420 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -6957227.000000 Penalty: 5470.392578
	Iteration 19Q: 3 clusters Score -6957227 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -6957911.000000 Penalty: 5470.392578
	Iteration 20F: 3 clusters Score -6957911 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -6958348.500000 Penalty: 5470.392578
	Iteration 21Q: 3 clusters Score -6958348 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -6958615.500000 Penalty: 5470.392578
	Iteration 22Q: 3 clusters Score -6958616 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -6958793.500000 Penalty: 5470.392578
	Iteration 23Q: 3 clusters Score -6958794 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -6958925.000000 Penalty: 5470.392578
	Iteration 24Q: 3 clusters Score -6958925 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -6959043.000000 Penalty: 5470.392578
	Iteration 25Q: 3 clusters Score -6959043 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -6959140.500000 Penalty: 5470.392578
	Iteration 26Q: 3 clusters Score -6959140 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -6959184.000000 Penalty: 5470.392578
	Iteration 27Q: 3 clusters Score -6959184 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -6959226.500000 Penalty: 5470.392578
	Iteration 28Q: 3 clusters Score -6959226 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -6959257.500000 Penalty: 5470.392578
	Iteration 29Q: 3 clusters Score -6959258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -6959276.500000 Penalty: 5470.392578
	Iteration 30Q: 3 clusters Score -6959276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -6959270.500000 Penalty: 5470.392578
	Iteration 31Q: 3 clusters Score -6959270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -6959291.500000 Penalty: 5470.392578
	Iteration 32Q: 3 clusters Score -6959292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -6959296.000000 Penalty: 5470.392578
	Iteration 33Q: 3 clusters Score -6959296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -6959326.500000 Penalty: 5470.392578
	Iteration 34Q: 3 clusters Score -6959326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -6959326.000000 Penalty: 5470.392578
	Iteration 35Q: 3 clusters Score -6959326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -6959313.000000 Penalty: 5470.392578
	Iteration 36Q: 3 clusters Score -6959313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -6959327.500000 Penalty: 5470.392578
	Iteration 37Q: 3 clusters Score -6959328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -6959329.500000 Penalty: 5470.392578
	Iteration 38Q: 3 clusters Score -6959330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -6959322.000000 Penalty: 5470.392578
	Iteration 39Q: 3 clusters Score -6959322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -6959316.000000 Penalty: 5470.392578
	Iteration 40F: 3 clusters Score -6959316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -6959318.500000 Penalty: 5470.392578
	Iteration 41Q: 3 clusters Score -6959318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -6959318.500000 Penalty: 5470.392578
	Iteration 42Q: 3 clusters Score -6959318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -6959329.500000 Penalty: 5470.392578
	Iteration 43Q: 3 clusters Score -6959330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -6959324.000000 Penalty: 5470.392578
	Iteration 44Q: 3 clusters Score -6959324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -6959321.500000 Penalty: 5470.392578
	Iteration 45Q: 3 clusters Score -6959322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -6959321.500000 Penalty: 5470.392578
	Iteration 46Q: 3 clusters Score -6959322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -6959330.000000 Penalty: 5470.392578
	Iteration 47Q: 3 clusters Score -6959330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -6959319.500000 Penalty: 5470.392578
	Iteration 48Q: 3 clusters Score -6959320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -6959326.500000 Penalty: 5470.392578
	Iteration 49Q: 3 clusters Score -6959326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6959324.500000 Penalty: 5470.392578
	Iteration 50Q: 3 clusters Score -6959324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -6959326.500000 Penalty: 5470.392578
	Iteration 51Q: 3 clusters Score -6959326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -6959336.000000 Penalty: 5470.392578
	Iteration 52Q: 3 clusters Score -6959336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -6959329.000000 Penalty: 5470.392578
	Iteration 53Q: 3 clusters Score -6959329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -6959328.000000 Penalty: 5470.392578
	Iteration 54Q: 3 clusters Score -6959328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6959328.500000 Penalty: 5470.392578
	Iteration 55Q: 3 clusters Score -6959328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -6959314.500000 Penalty: 5470.392578
	Iteration 56Q: 3 clusters Score -6959314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -6959319.000000 Penalty: 5470.392578
	Iteration 57Q: 3 clusters Score -6959319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -6959318.000000 Penalty: 5470.392578
	Iteration 58Q: 3 clusters Score -6959318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -6959316.500000 Penalty: 5470.392578
	Iteration 59Q: 3 clusters Score -6959316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -6959315.500000 Penalty: 5470.392578
	Iteration 60F: 3 clusters Score -6959316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -6959323.000000 Penalty: 5470.392578
	Iteration 61Q: 3 clusters Score -6959323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -6959323.000000 Penalty: 5470.392578
	Iteration 62F: 3 clusters Score -6959323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Entering Unmasked Estep 
Score: -1135855.000000 Penalty: 2329.152588
	Iteration 0F: 2 clusters Score -1135855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1126841.500000 Penalty: 4658.305176
	Iteration 0F: 3 clusters Score -1126842 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1129711.125000 Penalty: 4658.305176
	Iteration 1F: 3 clusters Score -1129711 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1130203.500000 Penalty: 4658.305176
	Iteration 2F: 3 clusters Score -1130204 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1130710.000000 Penalty: 4658.305176
	Iteration 3F: 3 clusters Score -1130710 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1131236.875000 Penalty: 4658.305176
	Iteration 4F: 3 clusters Score -1131237 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1131705.500000 Penalty: 4658.305176
	Iteration 5F: 3 clusters Score -1131706 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1132089.250000 Penalty: 4658.305176
	Iteration 6Q: 3 clusters Score -1132089 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1132396.500000 Penalty: 4658.305176
	Iteration 7Q: 3 clusters Score -1132396 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1132667.125000 Penalty: 4658.305176
	Iteration 8Q: 3 clusters Score -1132667 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1132919.875000 Penalty: 4658.305176
	Iteration 9Q: 3 clusters Score -1132920 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1133174.500000 Penalty: 4658.305176
	Iteration 10Q: 3 clusters Score -1133174 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1133418.375000 Penalty: 4658.305176
	Iteration 11Q: 3 clusters Score -1133418 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1133629.250000 Penalty: 4658.305176
	Iteration 12Q: 3 clusters Score -1133629 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1133783.625000 Penalty: 4658.305176
	Iteration 13Q: 3 clusters Score -1133784 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1133943.125000 Penalty: 4658.305176
	Iteration 14Q: 3 clusters Score -1133943 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1134074.750000 Penalty: 4658.305176
	Iteration 15Q: 3 clusters Score -1134075 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1134178.500000 Penalty: 4658.305176
	Iteration 16Q: 3 clusters Score -1134178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1134265.375000 Penalty: 4658.305176
	Iteration 17Q: 3 clusters Score -1134265 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1134358.500000 Penalty: 4658.305176
	Iteration 18Q: 3 clusters Score -1134358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1134449.750000 Penalty: 4658.305176
	Iteration 19Q: 3 clusters Score -1134450 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1134535.250000 Penalty: 4658.305176
	Iteration 20F: 3 clusters Score -1134535 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1134607.125000 Penalty: 4658.305176
	Iteration 21Q: 3 clusters Score -1134607 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1134665.500000 Penalty: 4658.305176
	Iteration 22Q: 3 clusters Score -1134666 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1134719.000000 Penalty: 4658.305176
	Iteration 23Q: 3 clusters Score -1134719 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1134770.125000 Penalty: 4658.305176
	Iteration 24Q: 3 clusters Score -1134770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1134833.625000 Penalty: 4658.305176
	Iteration 25Q: 3 clusters Score -1134834 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1134913.875000 Penalty: 4658.305176
	Iteration 26Q: 3 clusters Score -1134914 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1135006.000000 Penalty: 4658.305176
	Iteration 27Q: 3 clusters Score -1135006 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1135105.375000 Penalty: 4658.305176
	Iteration 28Q: 3 clusters Score -1135105 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1135208.625000 Penalty: 4658.305176
	Iteration 29Q: 3 clusters Score -1135209 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1135298.500000 Penalty: 4658.305176
	Iteration 30Q: 3 clusters Score -1135298 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1135404.875000 Penalty: 4658.305176
	Iteration 31Q: 3 clusters Score -1135405 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1135487.125000 Penalty: 4658.305176
	Iteration 32Q: 3 clusters Score -1135487 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1135550.625000 Penalty: 4658.305176
	Iteration 33Q: 3 clusters Score -1135551 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1135605.000000 Penalty: 4658.305176
	Iteration 34Q: 3 clusters Score -1135605 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1135633.375000 Penalty: 4658.305176
	Iteration 35Q: 3 clusters Score -1135633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1135665.000000 Penalty: 4658.305176
	Iteration 36Q: 3 clusters Score -1135665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1135676.875000 Penalty: 4658.305176
	Iteration 37Q: 3 clusters Score -1135677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1135688.375000 Penalty: 4658.305176
	Iteration 38Q: 3 clusters Score -1135688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1135699.750000 Penalty: 4658.305176
	Iteration 39Q: 3 clusters Score -1135700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1135727.125000 Penalty: 4658.305176
	Iteration 40F: 3 clusters Score -1135727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1135737.875000 Penalty: 4658.305176
	Iteration 41Q: 3 clusters Score -1135738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1135752.625000 Penalty: 4658.305176
	Iteration 42Q: 3 clusters Score -1135753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1135760.625000 Penalty: 4658.305176
	Iteration 43Q: 3 clusters Score -1135761 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1135778.875000 Penalty: 4658.305176
	Iteration 44Q: 3 clusters Score -1135779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1135795.875000 Penalty: 4658.305176
	Iteration 45Q: 3 clusters Score -1135796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1135804.750000 Penalty: 4658.305176
	Iteration 46Q: 3 clusters Score -1135805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1135816.750000 Penalty: 4658.305176
	Iteration 47Q: 3 clusters Score -1135817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1135818.875000 Penalty: 4658.305176
	Iteration 48Q: 3 clusters Score -1135819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1135824.000000 Penalty: 4658.305176
	Iteration 49Q: 3 clusters Score -1135824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1135831.625000 Penalty: 4658.305176
	Iteration 50Q: 3 clusters Score -1135832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1135835.875000 Penalty: 4658.305176
	Iteration 51Q: 3 clusters Score -1135836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1135843.125000 Penalty: 4658.305176
	Iteration 52Q: 3 clusters Score -1135843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1135851.125000 Penalty: 4658.305176
	Iteration 53Q: 3 clusters Score -1135851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1135854.000000 Penalty: 4658.305176
	Iteration 54Q: 3 clusters Score -1135854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1135858.000000 Penalty: 4658.305176
	Iteration 55Q: 3 clusters Score -1135858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1135863.375000 Penalty: 4658.305176
	Iteration 56Q: 3 clusters Score -1135863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1135866.375000 Penalty: 4658.305176
	Iteration 57Q: 3 clusters Score -1135866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1135879.250000 Penalty: 4658.305176
	Iteration 58Q: 3 clusters Score -1135879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1135882.750000 Penalty: 4658.305176
	Iteration 59Q: 3 clusters Score -1135883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1135893.750000 Penalty: 4658.305176
	Iteration 60F: 3 clusters Score -1135894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1135907.625000 Penalty: 4658.305176
	Iteration 61Q: 3 clusters Score -1135908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1135920.625000 Penalty: 4658.305176
	Iteration 62Q: 3 clusters Score -1135921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1135931.625000 Penalty: 4658.305176
	Iteration 63Q: 3 clusters Score -1135932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1135944.250000 Penalty: 4658.305176
	Iteration 64Q: 3 clusters Score -1135944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1135954.375000 Penalty: 4658.305176
	Iteration 65Q: 3 clusters Score -1135954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1135972.375000 Penalty: 4658.305176
	Iteration 66Q: 3 clusters Score -1135972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1135992.875000 Penalty: 4658.305176
	Iteration 67Q: 3 clusters Score -1135993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1136022.250000 Penalty: 4658.305176
	Iteration 68Q: 3 clusters Score -1136022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1136059.000000 Penalty: 4658.305176
	Iteration 69Q: 3 clusters Score -1136059 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1136087.625000 Penalty: 4658.305176
	Iteration 70Q: 3 clusters Score -1136088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1136107.125000 Penalty: 4658.305176
	Iteration 71Q: 3 clusters Score -1136107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1136121.000000 Penalty: 4658.305176
	Iteration 72Q: 3 clusters Score -1136121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1136135.250000 Penalty: 4658.305176
	Iteration 73Q: 3 clusters Score -1136135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1136148.250000 Penalty: 4658.305176
	Iteration 74Q: 3 clusters Score -1136148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1136160.125000 Penalty: 4658.305176
	Iteration 75Q: 3 clusters Score -1136160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1136172.375000 Penalty: 4658.305176
	Iteration 76Q: 3 clusters Score -1136172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1136180.750000 Penalty: 4658.305176
	Iteration 77Q: 3 clusters Score -1136181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1136191.125000 Penalty: 4658.305176
	Iteration 78Q: 3 clusters Score -1136191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1136193.750000 Penalty: 4658.305176
	Iteration 79Q: 3 clusters Score -1136194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1136196.250000 Penalty: 4658.305176
	Iteration 80F: 3 clusters Score -1136196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1136198.375000 Penalty: 4658.305176
	Iteration 81Q: 3 clusters Score -1136198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1136200.000000 Penalty: 4658.305176
	Iteration 82Q: 3 clusters Score -1136200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1136198.750000 Penalty: 4658.305176
	Iteration 83Q: 3 clusters Score -1136199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1136199.125000 Penalty: 4658.305176
	Iteration 84Q: 3 clusters Score -1136199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1136202.250000 Penalty: 4658.305176
	Iteration 85Q: 3 clusters Score -1136202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1136198.875000 Penalty: 4658.305176
	Iteration 86Q: 3 clusters Score -1136199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1136199.125000 Penalty: 4658.305176
	Iteration 87Q: 3 clusters Score -1136199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1136200.625000 Penalty: 4658.305176
	Iteration 88Q: 3 clusters Score -1136201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1136201.250000 Penalty: 4658.305176
	Iteration 89Q: 3 clusters Score -1136201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1136202.625000 Penalty: 4658.305176
	Iteration 90Q: 3 clusters Score -1136203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1136202.500000 Penalty: 4658.305176
	Iteration 91Q: 3 clusters Score -1136202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1136203.250000 Penalty: 4658.305176
	Iteration 92Q: 3 clusters Score -1136203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1136204.625000 Penalty: 4658.305176
	Iteration 93Q: 3 clusters Score -1136205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1136207.000000 Penalty: 4658.305176
	Iteration 94Q: 3 clusters Score -1136207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1136205.125000 Penalty: 4658.305176
	Iteration 95Q: 3 clusters Score -1136205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1136204.875000 Penalty: 4658.305176
	Iteration 96Q: 3 clusters Score -1136205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1136207.625000 Penalty: 4658.305176
	Iteration 97Q: 3 clusters Score -1136208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1136205.750000 Penalty: 4658.305176
	Iteration 98Q: 3 clusters Score -1136206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1136205.750000 Penalty: 4658.305176
	Iteration 99F: 3 clusters Score -1136206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 33185 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 4762 members 
Mstep: Class 49 contains 8754 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Mstep: Class 56 contains 8173 members 
Mstep: Class 57 contains 878 members 
Mstep: Class 58 contains 7699 members 
Mstep: Class 59 contains 517 members 
Mstep: Class 60 contains 20518 members 
Mstep: Class 61 contains 1887 members 
Mstep: Class 62 contains 7227 members 
Entering Unmasked Estep 
Score: -139264160.000000 Penalty: 216362.421875
Splitting cluster 48 changes total score from -139238784.000000 to -139264160.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 49 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -898224.125000 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -898224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -891390.312500 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -891390.3 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -893546.187500 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -893546.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -894177.875000 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -894177.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -894838.875000 Penalty: 4502.323730
	Iteration 3F: 3 clusters Score -894838.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -895530.750000 Penalty: 4502.323730
	Iteration 4F: 3 clusters Score -895530.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -896224.437500 Penalty: 4502.323730
	Iteration 5F: 3 clusters Score -896224.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -896754.562500 Penalty: 4502.323730
	Iteration 6F: 3 clusters Score -896754.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -897055.500000 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -897055.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -897263.812500 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -897263.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -897423.812500 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -897423.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -897560.812500 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -897560.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -897654.125000 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -897654.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -897736.875000 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -897736.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -897834.375000 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -897834.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -897944.000000 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -897944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -898140.187500 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -898140.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -898346.187500 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -898346.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -898489.375000 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -898489.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -898541.937500 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -898541.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -898569.125000 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -898569.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -898584.000000 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -898584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -898593.562500 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -898593.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -898598.187500 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -898598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -898599.000000 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -898599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -898600.375000 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -898600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -898600.750000 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -898600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -898604.437500 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -898604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -898602.812500 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -898602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -898603.562500 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -898603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -898604.375000 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -898604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -898604.000000 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -898604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -898603.250000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -898603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -898605.187500 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -898605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -898605.187500 Penalty: 4502.323730
	Iteration 33F: 3 clusters Score -898605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 33185 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 4762 members 
Mstep: Class 49 contains 4617 members 
Mstep: Class 50 contains 1376 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Mstep: Class 56 contains 8173 members 
Mstep: Class 57 contains 878 members 
Mstep: Class 58 contains 7699 members 
Mstep: Class 59 contains 517 members 
Mstep: Class 60 contains 20518 members 
Mstep: Class 61 contains 1887 members 
Mstep: Class 62 contains 7227 members 
Mstep: Class 63 contains 4137 members 
Entering Unmasked Estep 
Score: -139262992.000000 Penalty: 219852.140625
Splitting cluster 49 changes total score from -139238784.000000 to -139262992.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 50 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -138929.562500 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -138929.6 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 679 members 
Entering Unmasked Estep 
Score: -136815.156250 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -136815.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -137404.578125 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -137404.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137693.515625 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -137693.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138023.906250 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -138023.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -138552.406250 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -138552.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -138944.906250 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -138944.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -139142.343750 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -139142.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139303.171875 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -139303.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -139389.296875 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -139389.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -139469.875000 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -139469.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -139559.296875 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -139559.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -139647.875000 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -139647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -139683.718750 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -139683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -139701.171875 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -139701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -139711.906250 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -139711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -139723.078125 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -139723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -139742.937500 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -139742.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -139769.671875 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -139769.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -139801.859375 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -139801.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -139852.921875 Penalty: 3584.560303
	Iteration 19Q: 3 clusters Score -139852.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139958.250000 Penalty: 3584.560303
	Iteration 20F: 3 clusters Score -139958.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140041.687500 Penalty: 3584.560303
	Iteration 21Q: 3 clusters Score -140041.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140081.437500 Penalty: 3584.560303
	Iteration 22Q: 3 clusters Score -140081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140089.218750 Penalty: 3584.560303
	Iteration 23Q: 3 clusters Score -140089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140089.218750 Penalty: 3584.560303
	Iteration 24F: 3 clusters Score -140089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 33185 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 4762 members 
Mstep: Class 49 contains 4617 members 
Mstep: Class 50 contains 858 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 5774 members 
Mstep: Class 54 contains 8502 members 
Mstep: Class 55 contains 2243 members 
Mstep: Class 56 contains 8173 members 
Mstep: Class 57 contains 878 members 
Mstep: Class 58 contains 7699 members 
Mstep: Class 59 contains 517 members 
Mstep: Class 60 contains 20518 members 
Mstep: Class 61 contains 1887 members 
Mstep: Class 62 contains 7227 members 
Mstep: Class 63 contains 4137 members 
Mstep: Class 64 contains 518 members 
Entering Unmasked Estep 
Score: -139262512.000000 Penalty: 223341.859375
Splitting cluster 50 changes total score from -139238784.000000 to -139262512.000000
So it's getting split into cluster 64.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 68754 members 
Mstep: Class 4 contains 214892 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 110128 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 130325 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 37591 members 
Mstep: Class 28 contains 49318 members 
Mstep: Class 29 contains 11246 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 24240 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 6247 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 33185 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 47608 members 
Mstep: Class 47 contains 61637 members 
Mstep: Class 48 contains 4762 members 
Mstep: Class 49 contains 4617 members 
Mstep: Class 50 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139271312.000000 Penalty: 223341.859375
Iteration 119Q: 65 clusters Score -1.392713e+08 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 68687 members 
Mstep: Class 4 contains 215239 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 15335 members 
Mstep: Class 9 contains 144569 members 
Mstep: Class 10 contains 8153 members 
Mstep: Class 11 contains 38061 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 110918 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 130322 members 
Mstep: Class 18 contains 9861 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 9850 members 
Mstep: Class 21 contains 5926 members 
Mstep: Class 22 contains 10972 members 
Mstep: Class 23 contains 3388 members 
Mstep: Class 24 contains 16491 members 
Mstep: Class 25 contains 7327 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 37473 members 
Mstep: Class 28 contains 48551 members 
Mstep: Class 29 contains 11266 members 
Mstep: Class 30 contains 11087 members 
Mstep: Class 31 contains 9800 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 13098 members 
Mstep: Class 34 contains 6128 members 
Mstep: Class 35 contains 591 members 
Mstep: Class 36 contains 1307 members 
Mstep: Class 37 contains 2738 members 
Mstep: Class 38 contains 5264 members 
Mstep: Class 39 contains 9038 members 
Mstep: Class 40 contains 24103 members 
Mstep: Class 41 contains 5354 members 
Mstep: Class 42 contains 6264 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 33526 members 
Mstep: Class 45 contains 3032 members 
Mstep: Class 46 contains 47931 members 
Mstep: Class 47 contains 62028 members 
Mstep: Class 48 contains 4925 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 862 members 
Mstep: Class 51 contains 241 members 
Mstep: Class 52 contains 2684 members 
Mstep: Class 53 contains 5552 members 
Mstep: Class 54 contains 7794 members 
Mstep: Class 55 contains 1995 members 
Mstep: Class 56 contains 7600 members 
Mstep: Class 57 contains 885 members 
Mstep: Class 58 contains 7360 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 19945 members 
Mstep: Class 61 contains 1664 members 
Mstep: Class 62 contains 6952 members 
Mstep: Class 63 contains 4047 members 
Mstep: Class 64 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139278656.000000 Penalty: 223341.859375
Iteration 120F: 65 clusters Score -1.392787e+08 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12024 members 
Mstep: Class 3 contains 68378 members 
Mstep: Class 4 contains 214880 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 2885 members 
Mstep: Class 7 contains 14807 members 
Mstep: Class 8 contains 15253 members 
Mstep: Class 9 contains 144504 members 
Mstep: Class 10 contains 8101 members 
Mstep: Class 11 contains 37872 members 
Mstep: Class 12 contains 10107 members 
Mstep: Class 13 contains 110729 members 
Mstep: Class 14 contains 4954 members 
Mstep: Class 15 contains 5646 members 
Mstep: Class 16 contains 7435 members 
Mstep: Class 17 contains 130217 members 
Mstep: Class 18 contains 9845 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 5909 members 
Mstep: Class 22 contains 11167 members 
Mstep: Class 23 contains 3345 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 7328 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 37308 members 
Mstep: Class 28 contains 47721 members 
Mstep: Class 29 contains 11233 members 
Mstep: Class 30 contains 11093 members 
Mstep: Class 31 contains 9719 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 12922 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 634 members 
Mstep: Class 36 contains 1263 members 
Mstep: Class 37 contains 2735 members 
Mstep: Class 38 contains 5219 members 
Mstep: Class 39 contains 9363 members 
Mstep: Class 40 contains 24007 members 
Mstep: Class 41 contains 5367 members 
Mstep: Class 42 contains 6251 members 
Mstep: Class 43 contains 320 members 
Mstep: Class 44 contains 33464 members 
Mstep: Class 45 contains 3480 members 
Mstep: Class 46 contains 47492 members 
Mstep: Class 47 contains 61582 members 
Mstep: Class 48 contains 4844 members 
Mstep: Class 49 contains 4777 members 
Mstep: Class 50 contains 862 members 
Mstep: Class 51 contains 238 members 
Mstep: Class 52 contains 2775 members 
Mstep: Class 53 contains 5924 members 
Mstep: Class 54 contains 8238 members 
Mstep: Class 55 contains 1977 members 
Mstep: Class 56 contains 8800 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7481 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20232 members 
Mstep: Class 61 contains 1660 members 
Mstep: Class 62 contains 7352 members 
Mstep: Class 63 contains 4292 members 
Mstep: Class 64 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282720.000000 Penalty: 223341.859375
Iteration 121Q: 65 clusters Score -1.392827e+08 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11994 members 
Mstep: Class 3 contains 68080 members 
Mstep: Class 4 contains 214694 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 14788 members 
Mstep: Class 8 contains 15204 members 
Mstep: Class 9 contains 144392 members 
Mstep: Class 10 contains 8061 members 
Mstep: Class 11 contains 37709 members 
Mstep: Class 12 contains 10085 members 
Mstep: Class 13 contains 110628 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 7461 members 
Mstep: Class 17 contains 130054 members 
Mstep: Class 18 contains 9830 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 10281 members 
Mstep: Class 21 contains 5902 members 
Mstep: Class 22 contains 11351 members 
Mstep: Class 23 contains 3325 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 7329 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 37193 members 
Mstep: Class 28 contains 47205 members 
Mstep: Class 29 contains 11230 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 9693 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 12835 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 661 members 
Mstep: Class 36 contains 1239 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 5229 members 
Mstep: Class 39 contains 9684 members 
Mstep: Class 40 contains 24004 members 
Mstep: Class 41 contains 5378 members 
Mstep: Class 42 contains 6239 members 
Mstep: Class 43 contains 324 members 
Mstep: Class 44 contains 33418 members 
Mstep: Class 45 contains 3783 members 
Mstep: Class 46 contains 47129 members 
Mstep: Class 47 contains 61157 members 
Mstep: Class 48 contains 4804 members 
Mstep: Class 49 contains 4801 members 
Mstep: Class 50 contains 862 members 
Mstep: Class 51 contains 239 members 
Mstep: Class 52 contains 2837 members 
Mstep: Class 53 contains 6174 members 
Mstep: Class 54 contains 8485 members 
Mstep: Class 55 contains 1947 members 
Mstep: Class 56 contains 9609 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7533 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20445 members 
Mstep: Class 61 contains 1639 members 
Mstep: Class 62 contains 7585 members 
Mstep: Class 63 contains 4423 members 
Mstep: Class 64 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284816.000000 Penalty: 223341.859375
Iteration 122Q: 65 clusters Score -1.392848e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11961 members 
Mstep: Class 3 contains 67836 members 
Mstep: Class 4 contains 214600 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 14795 members 
Mstep: Class 8 contains 15176 members 
Mstep: Class 9 contains 144291 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 37578 members 
Mstep: Class 12 contains 10075 members 
Mstep: Class 13 contains 110560 members 
Mstep: Class 14 contains 4939 members 
Mstep: Class 15 contains 5553 members 
Mstep: Class 16 contains 7468 members 
Mstep: Class 17 contains 129898 members 
Mstep: Class 18 contains 9838 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 5904 members 
Mstep: Class 22 contains 11481 members 
Mstep: Class 23 contains 3315 members 
Mstep: Class 24 contains 16349 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 37084 members 
Mstep: Class 28 contains 46843 members 
Mstep: Class 29 contains 11250 members 
Mstep: Class 30 contains 11089 members 
Mstep: Class 31 contains 9654 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 12762 members 
Mstep: Class 34 contains 5962 members 
Mstep: Class 35 contains 676 members 
Mstep: Class 36 contains 1224 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 5230 members 
Mstep: Class 39 contains 9974 members 
Mstep: Class 40 contains 24052 members 
Mstep: Class 41 contains 5381 members 
Mstep: Class 42 contains 6236 members 
Mstep: Class 43 contains 324 members 
Mstep: Class 44 contains 33338 members 
Mstep: Class 45 contains 3987 members 
Mstep: Class 46 contains 46859 members 
Mstep: Class 47 contains 60730 members 
Mstep: Class 48 contains 4793 members 
Mstep: Class 49 contains 4811 members 
Mstep: Class 50 contains 863 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 2887 members 
Mstep: Class 53 contains 6374 members 
Mstep: Class 54 contains 8652 members 
Mstep: Class 55 contains 1932 members 
Mstep: Class 56 contains 10223 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7609 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20631 members 
Mstep: Class 61 contains 1625 members 
Mstep: Class 62 contains 7737 members 
Mstep: Class 63 contains 4516 members 
Mstep: Class 64 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139286208.000000 Penalty: 223341.859375
Iteration 123Q: 65 clusters Score -1.392862e+08 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11914 members 
Mstep: Class 3 contains 67603 members 
Mstep: Class 4 contains 214527 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 14804 members 
Mstep: Class 8 contains 15157 members 
Mstep: Class 9 contains 144206 members 
Mstep: Class 10 contains 7988 members 
Mstep: Class 11 contains 37462 members 
Mstep: Class 12 contains 10077 members 
Mstep: Class 13 contains 110507 members 
Mstep: Class 14 contains 4943 members 
Mstep: Class 15 contains 5512 members 
Mstep: Class 16 contains 7469 members 
Mstep: Class 17 contains 129739 members 
Mstep: Class 18 contains 9851 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 10587 members 
Mstep: Class 21 contains 5902 members 
Mstep: Class 22 contains 11607 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 16347 members 
Mstep: Class 25 contains 7361 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 36995 members 
Mstep: Class 28 contains 46602 members 
Mstep: Class 29 contains 11273 members 
Mstep: Class 30 contains 11081 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 1404 members 
Mstep: Class 33 contains 12705 members 
Mstep: Class 34 contains 5936 members 
Mstep: Class 35 contains 685 members 
Mstep: Class 36 contains 1219 members 
Mstep: Class 37 contains 2755 members 
Mstep: Class 38 contains 5245 members 
Mstep: Class 39 contains 10234 members 
Mstep: Class 40 contains 24113 members 
Mstep: Class 41 contains 5379 members 
Mstep: Class 42 contains 6235 members 
Mstep: Class 43 contains 325 members 
Mstep: Class 44 contains 33265 members 
Mstep: Class 45 contains 4149 members 
Mstep: Class 46 contains 46577 members 
Mstep: Class 47 contains 60352 members 
Mstep: Class 48 contains 4785 members 
Mstep: Class 49 contains 4819 members 
Mstep: Class 50 contains 864 members 
Mstep: Class 51 contains 245 members 
Mstep: Class 52 contains 2926 members 
Mstep: Class 53 contains 6546 members 
Mstep: Class 54 contains 8816 members 
Mstep: Class 55 contains 1913 members 
Mstep: Class 56 contains 10731 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7671 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20789 members 
Mstep: Class 61 contains 1617 members 
Mstep: Class 62 contains 7857 members 
Mstep: Class 63 contains 4581 members 
Mstep: Class 64 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139286784.000000 Penalty: 223341.859375
Iteration 124Q: 65 clusters Score -1.392868e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11881 members 
Mstep: Class 3 contains 67417 members 
Mstep: Class 4 contains 214491 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 14814 members 
Mstep: Class 8 contains 15175 members 
Mstep: Class 9 contains 144141 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 110482 members 
Mstep: Class 14 contains 4950 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 129591 members 
Mstep: Class 18 contains 9870 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 5906 members 
Mstep: Class 22 contains 11714 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 16327 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 36911 members 
Mstep: Class 28 contains 46406 members 
Mstep: Class 29 contains 11308 members 
Mstep: Class 30 contains 11076 members 
Mstep: Class 31 contains 9596 members 
Mstep: Class 32 contains 1405 members 
Mstep: Class 33 contains 12651 members 
Mstep: Class 34 contains 5916 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1211 members 
Mstep: Class 37 contains 2759 members 
Mstep: Class 38 contains 5232 members 
Mstep: Class 39 contains 10453 members 
Mstep: Class 40 contains 24170 members 
Mstep: Class 41 contains 5376 members 
Mstep: Class 42 contains 6228 members 
Mstep: Class 43 contains 325 members 
Mstep: Class 44 contains 33188 members 
Mstep: Class 45 contains 4270 members 
Mstep: Class 46 contains 46330 members 
Mstep: Class 47 contains 60006 members 
Mstep: Class 48 contains 4770 members 
Mstep: Class 49 contains 4828 members 
Mstep: Class 50 contains 869 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 2972 members 
Mstep: Class 53 contains 6714 members 
Mstep: Class 54 contains 8926 members 
Mstep: Class 55 contains 1902 members 
Mstep: Class 56 contains 11147 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7737 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20917 members 
Mstep: Class 61 contains 1612 members 
Mstep: Class 62 contains 7942 members 
Mstep: Class 63 contains 4645 members 
Mstep: Class 64 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139287792.000000 Penalty: 223341.859375
Iteration 125Q: 65 clusters Score -1.392878e+08 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11841 members 
Mstep: Class 3 contains 67246 members 
Mstep: Class 4 contains 214456 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2729 members 
Mstep: Class 7 contains 14822 members 
Mstep: Class 8 contains 15192 members 
Mstep: Class 9 contains 144073 members 
Mstep: Class 10 contains 7916 members 
Mstep: Class 11 contains 37236 members 
Mstep: Class 12 contains 10068 members 
Mstep: Class 13 contains 110464 members 
Mstep: Class 14 contains 4959 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 7495 members 
Mstep: Class 17 contains 129458 members 
Mstep: Class 18 contains 9873 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 10828 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 11826 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 16308 members 
Mstep: Class 25 contains 7378 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 36860 members 
Mstep: Class 28 contains 46276 members 
Mstep: Class 29 contains 11344 members 
Mstep: Class 30 contains 11070 members 
Mstep: Class 31 contains 9603 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 12614 members 
Mstep: Class 34 contains 5910 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 1207 members 
Mstep: Class 37 contains 2765 members 
Mstep: Class 38 contains 5218 members 
Mstep: Class 39 contains 10645 members 
Mstep: Class 40 contains 24216 members 
Mstep: Class 41 contains 5374 members 
Mstep: Class 42 contains 6219 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 33117 members 
Mstep: Class 45 contains 4357 members 
Mstep: Class 46 contains 46102 members 
Mstep: Class 47 contains 59734 members 
Mstep: Class 48 contains 4748 members 
Mstep: Class 49 contains 4838 members 
Mstep: Class 50 contains 871 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 3004 members 
Mstep: Class 53 contains 6870 members 
Mstep: Class 54 contains 9012 members 
Mstep: Class 55 contains 1904 members 
Mstep: Class 56 contains 11478 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7785 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21004 members 
Mstep: Class 61 contains 1606 members 
Mstep: Class 62 contains 8016 members 
Mstep: Class 63 contains 4689 members 
Mstep: Class 64 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288512.000000 Penalty: 223341.859375
Iteration 126Q: 65 clusters Score -1.392885e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11803 members 
Mstep: Class 3 contains 67082 members 
Mstep: Class 4 contains 214434 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 14821 members 
Mstep: Class 8 contains 15253 members 
Mstep: Class 9 contains 144017 members 
Mstep: Class 10 contains 7880 members 
Mstep: Class 11 contains 37137 members 
Mstep: Class 12 contains 10068 members 
Mstep: Class 13 contains 110456 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 129316 members 
Mstep: Class 18 contains 9883 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 16289 members 
Mstep: Class 25 contains 7393 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 36826 members 
Mstep: Class 28 contains 46182 members 
Mstep: Class 29 contains 11381 members 
Mstep: Class 30 contains 11062 members 
Mstep: Class 31 contains 9596 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 12575 members 
Mstep: Class 34 contains 5910 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 1207 members 
Mstep: Class 37 contains 2776 members 
Mstep: Class 38 contains 5198 members 
Mstep: Class 39 contains 10783 members 
Mstep: Class 40 contains 24301 members 
Mstep: Class 41 contains 5372 members 
Mstep: Class 42 contains 6221 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 33051 members 
Mstep: Class 45 contains 4400 members 
Mstep: Class 46 contains 45908 members 
Mstep: Class 47 contains 59516 members 
Mstep: Class 48 contains 4726 members 
Mstep: Class 49 contains 4847 members 
Mstep: Class 50 contains 874 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 3032 members 
Mstep: Class 53 contains 7034 members 
Mstep: Class 54 contains 9075 members 
Mstep: Class 55 contains 1899 members 
Mstep: Class 56 contains 11700 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7826 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21051 members 
Mstep: Class 61 contains 1606 members 
Mstep: Class 62 contains 8074 members 
Mstep: Class 63 contains 4734 members 
Mstep: Class 64 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288848.000000 Penalty: 223341.859375
Iteration 127Q: 65 clusters Score -1.392888e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 66929 members 
Mstep: Class 4 contains 214420 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 15292 members 
Mstep: Class 9 contains 143967 members 
Mstep: Class 10 contains 7848 members 
Mstep: Class 11 contains 37051 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 110438 members 
Mstep: Class 14 contains 4971 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 7516 members 
Mstep: Class 17 contains 129198 members 
Mstep: Class 18 contains 9892 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11030 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 3241 members 
Mstep: Class 24 contains 16287 members 
Mstep: Class 25 contains 7402 members 
Mstep: Class 26 contains 8230 members 
Mstep: Class 27 contains 36792 members 
Mstep: Class 28 contains 46125 members 
Mstep: Class 29 contains 11416 members 
Mstep: Class 30 contains 11061 members 
Mstep: Class 31 contains 9596 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 12548 members 
Mstep: Class 34 contains 5913 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 1205 members 
Mstep: Class 37 contains 2793 members 
Mstep: Class 38 contains 5175 members 
Mstep: Class 39 contains 10898 members 
Mstep: Class 40 contains 24364 members 
Mstep: Class 41 contains 5368 members 
Mstep: Class 42 contains 6218 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 33008 members 
Mstep: Class 45 contains 4447 members 
Mstep: Class 46 contains 45738 members 
Mstep: Class 47 contains 59343 members 
Mstep: Class 48 contains 4722 members 
Mstep: Class 49 contains 4850 members 
Mstep: Class 50 contains 876 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 3050 members 
Mstep: Class 53 contains 7158 members 
Mstep: Class 54 contains 9144 members 
Mstep: Class 55 contains 1900 members 
Mstep: Class 56 contains 11886 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7868 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21088 members 
Mstep: Class 61 contains 1601 members 
Mstep: Class 62 contains 8113 members 
Mstep: Class 63 contains 4760 members 
Mstep: Class 64 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289552.000000 Penalty: 223341.859375
Iteration 128Q: 65 clusters Score -1.392896e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 66777 members 
Mstep: Class 4 contains 214410 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 15311 members 
Mstep: Class 9 contains 143908 members 
Mstep: Class 10 contains 7812 members 
Mstep: Class 11 contains 36985 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 13 contains 110423 members 
Mstep: Class 14 contains 4972 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 129105 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11118 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 12135 members 
Mstep: Class 23 contains 3243 members 
Mstep: Class 24 contains 16282 members 
Mstep: Class 25 contains 7411 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 36768 members 
Mstep: Class 28 contains 46060 members 
Mstep: Class 29 contains 11458 members 
Mstep: Class 30 contains 11059 members 
Mstep: Class 31 contains 9593 members 
Mstep: Class 32 contains 1413 members 
Mstep: Class 33 contains 12531 members 
Mstep: Class 34 contains 5909 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 1204 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 5163 members 
Mstep: Class 39 contains 11014 members 
Mstep: Class 40 contains 24408 members 
Mstep: Class 41 contains 5366 members 
Mstep: Class 42 contains 6221 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32966 members 
Mstep: Class 45 contains 4496 members 
Mstep: Class 46 contains 45575 members 
Mstep: Class 47 contains 59187 members 
Mstep: Class 48 contains 4715 members 
Mstep: Class 49 contains 4855 members 
Mstep: Class 50 contains 878 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 3074 members 
Mstep: Class 53 contains 7249 members 
Mstep: Class 54 contains 9212 members 
Mstep: Class 55 contains 1908 members 
Mstep: Class 56 contains 12061 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7910 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21136 members 
Mstep: Class 61 contains 1593 members 
Mstep: Class 62 contains 8133 members 
Mstep: Class 63 contains 4776 members 
Mstep: Class 64 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289424.000000 Penalty: 223341.859375
Iteration 129Q: 65 clusters Score -1.392894e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11693 members 
Mstep: Class 3 contains 66637 members 
Mstep: Class 4 contains 214420 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2694 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 15352 members 
Mstep: Class 9 contains 143861 members 
Mstep: Class 10 contains 7791 members 
Mstep: Class 11 contains 36920 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110408 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 129040 members 
Mstep: Class 18 contains 9906 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11203 members 
Mstep: Class 21 contains 5906 members 
Mstep: Class 22 contains 12197 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 16273 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 36747 members 
Mstep: Class 28 contains 46004 members 
Mstep: Class 29 contains 11493 members 
Mstep: Class 30 contains 11055 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1413 members 
Mstep: Class 33 contains 12515 members 
Mstep: Class 34 contains 5910 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 1203 members 
Mstep: Class 37 contains 2809 members 
Mstep: Class 38 contains 5155 members 
Mstep: Class 39 contains 11120 members 
Mstep: Class 40 contains 24441 members 
Mstep: Class 41 contains 5368 members 
Mstep: Class 42 contains 6218 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32935 members 
Mstep: Class 45 contains 4526 members 
Mstep: Class 46 contains 45446 members 
Mstep: Class 47 contains 59054 members 
Mstep: Class 48 contains 4712 members 
Mstep: Class 49 contains 4857 members 
Mstep: Class 50 contains 878 members 
Mstep: Class 51 contains 248 members 
Mstep: Class 52 contains 3090 members 
Mstep: Class 53 contains 7317 members 
Mstep: Class 54 contains 9264 members 
Mstep: Class 55 contains 1913 members 
Mstep: Class 56 contains 12196 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7939 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21170 members 
Mstep: Class 61 contains 1593 members 
Mstep: Class 62 contains 8148 members 
Mstep: Class 63 contains 4790 members 
Mstep: Class 64 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289360.000000 Penalty: 223341.859375
Iteration 130Q: 65 clusters Score -1.392894e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 66518 members 
Mstep: Class 4 contains 214431 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2690 members 
Mstep: Class 7 contains 14802 members 
Mstep: Class 8 contains 15380 members 
Mstep: Class 9 contains 143817 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 36855 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 110397 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 5411 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 128990 members 
Mstep: Class 18 contains 9908 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11296 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 12256 members 
Mstep: Class 23 contains 3252 members 
Mstep: Class 24 contains 16262 members 
Mstep: Class 25 contains 7429 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 36713 members 
Mstep: Class 28 contains 45954 members 
Mstep: Class 29 contains 11544 members 
Mstep: Class 30 contains 11053 members 
Mstep: Class 31 contains 9589 members 
Mstep: Class 32 contains 1413 members 
Mstep: Class 33 contains 12497 members 
Mstep: Class 34 contains 5903 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 1200 members 
Mstep: Class 37 contains 2814 members 
Mstep: Class 38 contains 5146 members 
Mstep: Class 39 contains 11206 members 
Mstep: Class 40 contains 24474 members 
Mstep: Class 41 contains 5368 members 
Mstep: Class 42 contains 6220 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32923 members 
Mstep: Class 45 contains 4550 members 
Mstep: Class 46 contains 45337 members 
Mstep: Class 47 contains 58935 members 
Mstep: Class 48 contains 4712 members 
Mstep: Class 49 contains 4858 members 
Mstep: Class 50 contains 880 members 
Mstep: Class 51 contains 249 members 
Mstep: Class 52 contains 3097 members 
Mstep: Class 53 contains 7377 members 
Mstep: Class 54 contains 9297 members 
Mstep: Class 55 contains 1910 members 
Mstep: Class 56 contains 12331 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7967 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21185 members 
Mstep: Class 61 contains 1591 members 
Mstep: Class 62 contains 8172 members 
Mstep: Class 63 contains 4803 members 
Mstep: Class 64 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289568.000000 Penalty: 223341.859375
Iteration 131Q: 65 clusters Score -1.392896e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 11658 members 
Mstep: Class 3 contains 66417 members 
Mstep: Class 4 contains 214427 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 14795 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 143772 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 36803 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 110396 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 128935 members 
Mstep: Class 18 contains 9916 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11359 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 16256 members 
Mstep: Class 25 contains 7438 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 36700 members 
Mstep: Class 28 contains 45921 members 
Mstep: Class 29 contains 11587 members 
Mstep: Class 30 contains 11052 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1413 members 
Mstep: Class 33 contains 12487 members 
Mstep: Class 34 contains 5902 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2818 members 
Mstep: Class 38 contains 5131 members 
Mstep: Class 39 contains 11299 members 
Mstep: Class 40 contains 24511 members 
Mstep: Class 41 contains 5368 members 
Mstep: Class 42 contains 6218 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32919 members 
Mstep: Class 45 contains 4566 members 
Mstep: Class 46 contains 45223 members 
Mstep: Class 47 contains 58805 members 
Mstep: Class 48 contains 4712 members 
Mstep: Class 49 contains 4858 members 
Mstep: Class 50 contains 880 members 
Mstep: Class 51 contains 251 members 
Mstep: Class 52 contains 3105 members 
Mstep: Class 53 contains 7435 members 
Mstep: Class 54 contains 9335 members 
Mstep: Class 55 contains 1914 members 
Mstep: Class 56 contains 12453 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 7996 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21191 members 
Mstep: Class 61 contains 1585 members 
Mstep: Class 62 contains 8189 members 
Mstep: Class 63 contains 4811 members 
Mstep: Class 64 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289648.000000 Penalty: 223341.859375
Iteration 132Q: 65 clusters Score -1.392896e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 11640 members 
Mstep: Class 3 contains 66314 members 
Mstep: Class 4 contains 214407 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 14794 members 
Mstep: Class 8 contains 15437 members 
Mstep: Class 9 contains 143735 members 
Mstep: Class 10 contains 7732 members 
Mstep: Class 11 contains 36757 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 110394 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 128894 members 
Mstep: Class 18 contains 9918 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11418 members 
Mstep: Class 21 contains 5910 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 16252 members 
Mstep: Class 25 contains 7444 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 36699 members 
Mstep: Class 28 contains 45889 members 
Mstep: Class 29 contains 11615 members 
Mstep: Class 30 contains 11051 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1413 members 
Mstep: Class 33 contains 12476 members 
Mstep: Class 34 contains 5905 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5115 members 
Mstep: Class 39 contains 11376 members 
Mstep: Class 40 contains 24538 members 
Mstep: Class 41 contains 5367 members 
Mstep: Class 42 contains 6215 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32931 members 
Mstep: Class 45 contains 4578 members 
Mstep: Class 46 contains 45138 members 
Mstep: Class 47 contains 58687 members 
Mstep: Class 48 contains 4712 members 
Mstep: Class 49 contains 4863 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3114 members 
Mstep: Class 53 contains 7485 members 
Mstep: Class 54 contains 9376 members 
Mstep: Class 55 contains 1918 members 
Mstep: Class 56 contains 12558 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8011 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21194 members 
Mstep: Class 61 contains 1584 members 
Mstep: Class 62 contains 8205 members 
Mstep: Class 63 contains 4819 members 
Mstep: Class 64 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290160.000000 Penalty: 223341.859375
Iteration 133Q: 65 clusters Score -1.392902e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11625 members 
Mstep: Class 3 contains 66229 members 
Mstep: Class 4 contains 214398 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 14799 members 
Mstep: Class 8 contains 15457 members 
Mstep: Class 9 contains 143703 members 
Mstep: Class 10 contains 7720 members 
Mstep: Class 11 contains 36731 members 
Mstep: Class 12 contains 10051 members 
Mstep: Class 13 contains 110383 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 5394 members 
Mstep: Class 16 contains 7539 members 
Mstep: Class 17 contains 128852 members 
Mstep: Class 18 contains 9918 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11467 members 
Mstep: Class 21 contains 5914 members 
Mstep: Class 22 contains 12377 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 16249 members 
Mstep: Class 25 contains 7445 members 
Mstep: Class 26 contains 8234 members 
Mstep: Class 27 contains 36693 members 
Mstep: Class 28 contains 45863 members 
Mstep: Class 29 contains 11634 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 9593 members 
Mstep: Class 32 contains 1414 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 5908 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 2825 members 
Mstep: Class 38 contains 5106 members 
Mstep: Class 39 contains 11473 members 
Mstep: Class 40 contains 24568 members 
Mstep: Class 41 contains 5367 members 
Mstep: Class 42 contains 6213 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32931 members 
Mstep: Class 45 contains 4585 members 
Mstep: Class 46 contains 45073 members 
Mstep: Class 47 contains 58558 members 
Mstep: Class 48 contains 4712 members 
Mstep: Class 49 contains 4865 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3118 members 
Mstep: Class 53 contains 7523 members 
Mstep: Class 54 contains 9415 members 
Mstep: Class 55 contains 1921 members 
Mstep: Class 56 contains 12649 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8024 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21200 members 
Mstep: Class 61 contains 1580 members 
Mstep: Class 62 contains 8216 members 
Mstep: Class 63 contains 4826 members 
Mstep: Class 64 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289936.000000 Penalty: 223341.859375
Iteration 134Q: 65 clusters Score -1.392899e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11608 members 
Mstep: Class 3 contains 66179 members 
Mstep: Class 4 contains 214391 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 14799 members 
Mstep: Class 8 contains 15467 members 
Mstep: Class 9 contains 143664 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 11 contains 36708 members 
Mstep: Class 12 contains 10054 members 
Mstep: Class 13 contains 110387 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 128809 members 
Mstep: Class 18 contains 9922 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11498 members 
Mstep: Class 21 contains 5915 members 
Mstep: Class 22 contains 12401 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 16249 members 
Mstep: Class 25 contains 7448 members 
Mstep: Class 26 contains 8235 members 
Mstep: Class 27 contains 36686 members 
Mstep: Class 28 contains 45853 members 
Mstep: Class 29 contains 11651 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 9598 members 
Mstep: Class 32 contains 1415 members 
Mstep: Class 33 contains 12447 members 
Mstep: Class 34 contains 5911 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 2828 members 
Mstep: Class 38 contains 5114 members 
Mstep: Class 39 contains 11544 members 
Mstep: Class 40 contains 24591 members 
Mstep: Class 41 contains 5366 members 
Mstep: Class 42 contains 6214 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32923 members 
Mstep: Class 45 contains 4588 members 
Mstep: Class 46 contains 44998 members 
Mstep: Class 47 contains 58457 members 
Mstep: Class 48 contains 4710 members 
Mstep: Class 49 contains 4868 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3124 members 
Mstep: Class 53 contains 7550 members 
Mstep: Class 54 contains 9446 members 
Mstep: Class 55 contains 1922 members 
Mstep: Class 56 contains 12722 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8036 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21202 members 
Mstep: Class 61 contains 1576 members 
Mstep: Class 62 contains 8231 members 
Mstep: Class 63 contains 4831 members 
Mstep: Class 64 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289920.000000 Penalty: 223341.859375
Iteration 135Q: 65 clusters Score -1.392899e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 66128 members 
Mstep: Class 4 contains 214380 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 14794 members 
Mstep: Class 8 contains 15471 members 
Mstep: Class 9 contains 143636 members 
Mstep: Class 10 contains 7711 members 
Mstep: Class 11 contains 36681 members 
Mstep: Class 12 contains 10054 members 
Mstep: Class 13 contains 110391 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 128774 members 
Mstep: Class 18 contains 9923 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11537 members 
Mstep: Class 21 contains 5915 members 
Mstep: Class 22 contains 12431 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 16243 members 
Mstep: Class 25 contains 7449 members 
Mstep: Class 26 contains 8236 members 
Mstep: Class 27 contains 36670 members 
Mstep: Class 28 contains 45841 members 
Mstep: Class 29 contains 11675 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 9598 members 
Mstep: Class 32 contains 1418 members 
Mstep: Class 33 contains 12438 members 
Mstep: Class 34 contains 5915 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 2830 members 
Mstep: Class 38 contains 5115 members 
Mstep: Class 39 contains 11608 members 
Mstep: Class 40 contains 24614 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6212 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32908 members 
Mstep: Class 45 contains 4594 members 
Mstep: Class 46 contains 44941 members 
Mstep: Class 47 contains 58375 members 
Mstep: Class 48 contains 4709 members 
Mstep: Class 49 contains 4870 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3133 members 
Mstep: Class 53 contains 7576 members 
Mstep: Class 54 contains 9479 members 
Mstep: Class 55 contains 1924 members 
Mstep: Class 56 contains 12789 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8045 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21203 members 
Mstep: Class 61 contains 1569 members 
Mstep: Class 62 contains 8249 members 
Mstep: Class 63 contains 4836 members 
Mstep: Class 64 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289952.000000 Penalty: 223341.859375
Iteration 136Q: 65 clusters Score -1.3929e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11565 members 
Mstep: Class 3 contains 66099 members 
Mstep: Class 4 contains 214380 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 14782 members 
Mstep: Class 8 contains 15479 members 
Mstep: Class 9 contains 143593 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 36654 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 110391 members 
Mstep: Class 14 contains 4989 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 128747 members 
Mstep: Class 18 contains 9924 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11579 members 
Mstep: Class 21 contains 5917 members 
Mstep: Class 22 contains 12447 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 16244 members 
Mstep: Class 25 contains 7451 members 
Mstep: Class 26 contains 8240 members 
Mstep: Class 27 contains 36651 members 
Mstep: Class 28 contains 45834 members 
Mstep: Class 29 contains 11696 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 12434 members 
Mstep: Class 34 contains 5913 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 2834 members 
Mstep: Class 38 contains 5116 members 
Mstep: Class 39 contains 11652 members 
Mstep: Class 40 contains 24633 members 
Mstep: Class 41 contains 5366 members 
Mstep: Class 42 contains 6208 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32883 members 
Mstep: Class 45 contains 4599 members 
Mstep: Class 46 contains 44887 members 
Mstep: Class 47 contains 58318 members 
Mstep: Class 48 contains 4703 members 
Mstep: Class 49 contains 4871 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3139 members 
Mstep: Class 53 contains 7599 members 
Mstep: Class 54 contains 9507 members 
Mstep: Class 55 contains 1925 members 
Mstep: Class 56 contains 12850 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8058 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21208 members 
Mstep: Class 61 contains 1563 members 
Mstep: Class 62 contains 8260 members 
Mstep: Class 63 contains 4844 members 
Mstep: Class 64 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290064.000000 Penalty: 223341.859375
Iteration 137Q: 65 clusters Score -1.392901e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11539 members 
Mstep: Class 3 contains 66072 members 
Mstep: Class 4 contains 214380 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 15506 members 
Mstep: Class 9 contains 143564 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 36623 members 
Mstep: Class 12 contains 10052 members 
Mstep: Class 13 contains 110392 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 128724 members 
Mstep: Class 18 contains 9926 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11608 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 12459 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 7454 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 36637 members 
Mstep: Class 28 contains 45832 members 
Mstep: Class 29 contains 11717 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 9600 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 12425 members 
Mstep: Class 34 contains 5913 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 2841 members 
Mstep: Class 38 contains 5122 members 
Mstep: Class 39 contains 11700 members 
Mstep: Class 40 contains 24648 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6205 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32860 members 
Mstep: Class 45 contains 4601 members 
Mstep: Class 46 contains 44840 members 
Mstep: Class 47 contains 58254 members 
Mstep: Class 48 contains 4695 members 
Mstep: Class 49 contains 4872 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3143 members 
Mstep: Class 53 contains 7614 members 
Mstep: Class 54 contains 9527 members 
Mstep: Class 55 contains 1925 members 
Mstep: Class 56 contains 12904 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8074 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21210 members 
Mstep: Class 61 contains 1560 members 
Mstep: Class 62 contains 8274 members 
Mstep: Class 63 contains 4852 members 
Mstep: Class 64 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289936.000000 Penalty: 223341.859375
Iteration 138Q: 65 clusters Score -1.392899e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11505 members 
Mstep: Class 3 contains 66052 members 
Mstep: Class 4 contains 214380 members 
Mstep: Class 5 contains 8112 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 14771 members 
Mstep: Class 8 contains 15520 members 
Mstep: Class 9 contains 143532 members 
Mstep: Class 10 contains 7691 members 
Mstep: Class 11 contains 36612 members 
Mstep: Class 12 contains 10051 members 
Mstep: Class 13 contains 110389 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 128707 members 
Mstep: Class 18 contains 9927 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11633 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 12472 members 
Mstep: Class 23 contains 3259 members 
Mstep: Class 24 contains 16240 members 
Mstep: Class 25 contains 7449 members 
Mstep: Class 26 contains 8250 members 
Mstep: Class 27 contains 36633 members 
Mstep: Class 28 contains 45842 members 
Mstep: Class 29 contains 11743 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 9600 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 12416 members 
Mstep: Class 34 contains 5912 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 5125 members 
Mstep: Class 39 contains 11750 members 
Mstep: Class 40 contains 24663 members 
Mstep: Class 41 contains 5366 members 
Mstep: Class 42 contains 6205 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32833 members 
Mstep: Class 45 contains 4603 members 
Mstep: Class 46 contains 44779 members 
Mstep: Class 47 contains 58176 members 
Mstep: Class 48 contains 4689 members 
Mstep: Class 49 contains 4872 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3147 members 
Mstep: Class 53 contains 7634 members 
Mstep: Class 54 contains 9549 members 
Mstep: Class 55 contains 1927 members 
Mstep: Class 56 contains 12958 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8087 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21219 members 
Mstep: Class 61 contains 1558 members 
Mstep: Class 62 contains 8280 members 
Mstep: Class 63 contains 4861 members 
Mstep: Class 64 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289888.000000 Penalty: 223341.859375
Iteration 139Q: 65 clusters Score -1.392899e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11470 members 
Mstep: Class 3 contains 66024 members 
Mstep: Class 4 contains 214373 members 
Mstep: Class 5 contains 8109 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 14776 members 
Mstep: Class 8 contains 15535 members 
Mstep: Class 9 contains 143498 members 
Mstep: Class 10 contains 7680 members 
Mstep: Class 11 contains 36602 members 
Mstep: Class 12 contains 10051 members 
Mstep: Class 13 contains 110398 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 7553 members 
Mstep: Class 17 contains 128694 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11669 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 12484 members 
Mstep: Class 23 contains 3264 members 
Mstep: Class 24 contains 16242 members 
Mstep: Class 25 contains 7447 members 
Mstep: Class 26 contains 8255 members 
Mstep: Class 27 contains 36625 members 
Mstep: Class 28 contains 45840 members 
Mstep: Class 29 contains 11760 members 
Mstep: Class 30 contains 11048 members 
Mstep: Class 31 contains 9602 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 12409 members 
Mstep: Class 34 contains 5912 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2851 members 
Mstep: Class 38 contains 5122 members 
Mstep: Class 39 contains 11785 members 
Mstep: Class 40 contains 24671 members 
Mstep: Class 41 contains 5367 members 
Mstep: Class 42 contains 6205 members 
Mstep: Class 43 contains 326 members 
Mstep: Class 44 contains 32814 members 
Mstep: Class 45 contains 4607 members 
Mstep: Class 46 contains 44749 members 
Mstep: Class 47 contains 58110 members 
Mstep: Class 48 contains 4683 members 
Mstep: Class 49 contains 4874 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3149 members 
Mstep: Class 53 contains 7663 members 
Mstep: Class 54 contains 9558 members 
Mstep: Class 55 contains 1927 members 
Mstep: Class 56 contains 13003 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8105 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21219 members 
Mstep: Class 61 contains 1557 members 
Mstep: Class 62 contains 8285 members 
Mstep: Class 63 contains 4866 members 
Mstep: Class 64 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289680.000000 Penalty: 223341.859375
Iteration 140F: 65 clusters Score -1.392897e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11443 members 
Mstep: Class 3 contains 65997 members 
Mstep: Class 4 contains 214370 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 14768 members 
Mstep: Class 8 contains 15550 members 
Mstep: Class 9 contains 143476 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 36599 members 
Mstep: Class 12 contains 10047 members 
Mstep: Class 13 contains 110401 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 128683 members 
Mstep: Class 18 contains 9927 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11692 members 
Mstep: Class 21 contains 5920 members 
Mstep: Class 22 contains 12498 members 
Mstep: Class 23 contains 3258 members 
Mstep: Class 24 contains 16243 members 
Mstep: Class 25 contains 7446 members 
Mstep: Class 26 contains 8257 members 
Mstep: Class 27 contains 36622 members 
Mstep: Class 28 contains 45838 members 
Mstep: Class 29 contains 11779 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 9604 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 12403 members 
Mstep: Class 34 contains 5914 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 5114 members 
Mstep: Class 39 contains 11818 members 
Mstep: Class 40 contains 24674 members 
Mstep: Class 41 contains 5366 members 
Mstep: Class 42 contains 6203 members 
Mstep: Class 43 contains 328 members 
Mstep: Class 44 contains 32793 members 
Mstep: Class 45 contains 4610 members 
Mstep: Class 46 contains 44708 members 
Mstep: Class 47 contains 58059 members 
Mstep: Class 48 contains 4682 members 
Mstep: Class 49 contains 4876 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3152 members 
Mstep: Class 53 contains 7707 members 
Mstep: Class 54 contains 9570 members 
Mstep: Class 55 contains 1926 members 
Mstep: Class 56 contains 13036 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8115 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21222 members 
Mstep: Class 61 contains 1556 members 
Mstep: Class 62 contains 8297 members 
Mstep: Class 63 contains 4868 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290176.000000 Penalty: 223341.859375
Iteration 141Q: 65 clusters Score -1.392902e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 65971 members 
Mstep: Class 4 contains 214363 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 14769 members 
Mstep: Class 8 contains 15566 members 
Mstep: Class 9 contains 143454 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 36576 members 
Mstep: Class 12 contains 10047 members 
Mstep: Class 13 contains 110404 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 7566 members 
Mstep: Class 17 contains 128677 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11723 members 
Mstep: Class 21 contains 5920 members 
Mstep: Class 22 contains 12507 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 16243 members 
Mstep: Class 25 contains 7445 members 
Mstep: Class 26 contains 8262 members 
Mstep: Class 27 contains 36613 members 
Mstep: Class 28 contains 45833 members 
Mstep: Class 29 contains 11798 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 9605 members 
Mstep: Class 32 contains 1425 members 
Mstep: Class 33 contains 12392 members 
Mstep: Class 34 contains 5913 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2855 members 
Mstep: Class 38 contains 5098 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 24677 members 
Mstep: Class 41 contains 5367 members 
Mstep: Class 42 contains 6202 members 
Mstep: Class 43 contains 330 members 
Mstep: Class 44 contains 32768 members 
Mstep: Class 45 contains 4611 members 
Mstep: Class 46 contains 44683 members 
Mstep: Class 47 contains 58015 members 
Mstep: Class 48 contains 4679 members 
Mstep: Class 49 contains 4877 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 3152 members 
Mstep: Class 53 contains 7756 members 
Mstep: Class 54 contains 9584 members 
Mstep: Class 55 contains 1927 members 
Mstep: Class 56 contains 13072 members 
Mstep: Class 57 contains 889 members 
Mstep: Class 58 contains 8123 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21212 members 
Mstep: Class 61 contains 1555 members 
Mstep: Class 62 contains 8301 members 
Mstep: Class 63 contains 4872 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290272.000000 Penalty: 223341.859375
Iteration 142Q: 65 clusters Score -1.392903e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11414 members 
Mstep: Class 3 contains 65952 members 
Mstep: Class 4 contains 214360 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 14769 members 
Mstep: Class 8 contains 15578 members 
Mstep: Class 9 contains 143436 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 36557 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 110402 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 5384 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 128670 members 
Mstep: Class 18 contains 9930 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11748 members 
Mstep: Class 21 contains 5920 members 
Mstep: Class 22 contains 12516 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 7441 members 
Mstep: Class 26 contains 8263 members 
Mstep: Class 27 contains 36603 members 
Mstep: Class 28 contains 45832 members 
Mstep: Class 29 contains 11813 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 9606 members 
Mstep: Class 32 contains 1426 members 
Mstep: Class 33 contains 12385 members 
Mstep: Class 34 contains 5913 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2859 members 
Mstep: Class 38 contains 5093 members 
Mstep: Class 39 contains 11895 members 
Mstep: Class 40 contains 24681 members 
Mstep: Class 41 contains 5369 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 330 members 
Mstep: Class 44 contains 32742 members 
Mstep: Class 45 contains 4612 members 
Mstep: Class 46 contains 44639 members 
Mstep: Class 47 contains 57979 members 
Mstep: Class 48 contains 4678 members 
Mstep: Class 49 contains 4883 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3155 members 
Mstep: Class 53 contains 7797 members 
Mstep: Class 54 contains 9604 members 
Mstep: Class 55 contains 1929 members 
Mstep: Class 56 contains 13107 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8128 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21206 members 
Mstep: Class 61 contains 1555 members 
Mstep: Class 62 contains 8304 members 
Mstep: Class 63 contains 4870 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290320.000000 Penalty: 223341.859375
Iteration 143Q: 65 clusters Score -1.392903e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11404 members 
Mstep: Class 3 contains 65937 members 
Mstep: Class 4 contains 214352 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 2696 members 
Mstep: Class 7 contains 14770 members 
Mstep: Class 8 contains 15586 members 
Mstep: Class 9 contains 143425 members 
Mstep: Class 10 contains 7666 members 
Mstep: Class 11 contains 36542 members 
Mstep: Class 12 contains 10047 members 
Mstep: Class 13 contains 110405 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 128665 members 
Mstep: Class 18 contains 9930 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11774 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 12521 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 7442 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 36601 members 
Mstep: Class 28 contains 45835 members 
Mstep: Class 29 contains 11824 members 
Mstep: Class 30 contains 11048 members 
Mstep: Class 31 contains 9607 members 
Mstep: Class 32 contains 1427 members 
Mstep: Class 33 contains 12377 members 
Mstep: Class 34 contains 5909 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2862 members 
Mstep: Class 38 contains 5093 members 
Mstep: Class 39 contains 11931 members 
Mstep: Class 40 contains 24683 members 
Mstep: Class 41 contains 5369 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32721 members 
Mstep: Class 45 contains 4614 members 
Mstep: Class 46 contains 44582 members 
Mstep: Class 47 contains 57945 members 
Mstep: Class 48 contains 4681 members 
Mstep: Class 49 contains 4885 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3156 members 
Mstep: Class 53 contains 7828 members 
Mstep: Class 54 contains 9629 members 
Mstep: Class 55 contains 1932 members 
Mstep: Class 56 contains 13135 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8134 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21207 members 
Mstep: Class 61 contains 1550 members 
Mstep: Class 62 contains 8306 members 
Mstep: Class 63 contains 4871 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290272.000000 Penalty: 223341.859375
Iteration 144Q: 65 clusters Score -1.392903e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 65923 members 
Mstep: Class 4 contains 214349 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 15589 members 
Mstep: Class 9 contains 143411 members 
Mstep: Class 10 contains 7663 members 
Mstep: Class 11 contains 36529 members 
Mstep: Class 12 contains 10047 members 
Mstep: Class 13 contains 110416 members 
Mstep: Class 14 contains 4993 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 128662 members 
Mstep: Class 18 contains 9930 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11806 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 12528 members 
Mstep: Class 23 contains 3252 members 
Mstep: Class 24 contains 16244 members 
Mstep: Class 25 contains 7444 members 
Mstep: Class 26 contains 8261 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45831 members 
Mstep: Class 29 contains 11827 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9609 members 
Mstep: Class 32 contains 1427 members 
Mstep: Class 33 contains 12372 members 
Mstep: Class 34 contains 5909 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 5090 members 
Mstep: Class 39 contains 11956 members 
Mstep: Class 40 contains 24680 members 
Mstep: Class 41 contains 5369 members 
Mstep: Class 42 contains 6202 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32713 members 
Mstep: Class 45 contains 4618 members 
Mstep: Class 46 contains 44518 members 
Mstep: Class 47 contains 57916 members 
Mstep: Class 48 contains 4682 members 
Mstep: Class 49 contains 4887 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3157 members 
Mstep: Class 53 contains 7860 members 
Mstep: Class 54 contains 9654 members 
Mstep: Class 55 contains 1933 members 
Mstep: Class 56 contains 13155 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8141 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21202 members 
Mstep: Class 61 contains 1550 members 
Mstep: Class 62 contains 8309 members 
Mstep: Class 63 contains 4872 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290608.000000 Penalty: 223341.859375
Iteration 145Q: 65 clusters Score -1.392906e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 65909 members 
Mstep: Class 4 contains 214350 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 15599 members 
Mstep: Class 9 contains 143397 members 
Mstep: Class 10 contains 7659 members 
Mstep: Class 11 contains 36525 members 
Mstep: Class 12 contains 10049 members 
Mstep: Class 13 contains 110425 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 7573 members 
Mstep: Class 17 contains 128654 members 
Mstep: Class 18 contains 9930 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11821 members 
Mstep: Class 21 contains 5925 members 
Mstep: Class 22 contains 12535 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 16243 members 
Mstep: Class 25 contains 7444 members 
Mstep: Class 26 contains 8264 members 
Mstep: Class 27 contains 36591 members 
Mstep: Class 28 contains 45834 members 
Mstep: Class 29 contains 11829 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9614 members 
Mstep: Class 32 contains 1427 members 
Mstep: Class 33 contains 12370 members 
Mstep: Class 34 contains 5907 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2866 members 
Mstep: Class 38 contains 5089 members 
Mstep: Class 39 contains 11986 members 
Mstep: Class 40 contains 24682 members 
Mstep: Class 41 contains 5369 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32693 members 
Mstep: Class 45 contains 4620 members 
Mstep: Class 46 contains 44458 members 
Mstep: Class 47 contains 57881 members 
Mstep: Class 48 contains 4684 members 
Mstep: Class 49 contains 4887 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3162 members 
Mstep: Class 53 contains 7905 members 
Mstep: Class 54 contains 9666 members 
Mstep: Class 55 contains 1934 members 
Mstep: Class 56 contains 13174 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8143 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21193 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8312 members 
Mstep: Class 63 contains 4872 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290640.000000 Penalty: 223341.859375
Iteration 146Q: 65 clusters Score -1.392906e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 65902 members 
Mstep: Class 4 contains 214352 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 2691 members 
Mstep: Class 7 contains 14779 members 
Mstep: Class 8 contains 15604 members 
Mstep: Class 9 contains 143386 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 36528 members 
Mstep: Class 12 contains 10050 members 
Mstep: Class 13 contains 110431 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 7580 members 
Mstep: Class 17 contains 128651 members 
Mstep: Class 18 contains 9931 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11830 members 
Mstep: Class 21 contains 5925 members 
Mstep: Class 22 contains 12541 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 16243 members 
Mstep: Class 25 contains 7445 members 
Mstep: Class 26 contains 8264 members 
Mstep: Class 27 contains 36591 members 
Mstep: Class 28 contains 45833 members 
Mstep: Class 29 contains 11829 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1427 members 
Mstep: Class 33 contains 12369 members 
Mstep: Class 34 contains 5905 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2867 members 
Mstep: Class 38 contains 5089 members 
Mstep: Class 39 contains 12013 members 
Mstep: Class 40 contains 24686 members 
Mstep: Class 41 contains 5369 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32680 members 
Mstep: Class 45 contains 4621 members 
Mstep: Class 46 contains 44403 members 
Mstep: Class 47 contains 57847 members 
Mstep: Class 48 contains 4685 members 
Mstep: Class 49 contains 4888 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3164 members 
Mstep: Class 53 contains 7938 members 
Mstep: Class 54 contains 9678 members 
Mstep: Class 55 contains 1936 members 
Mstep: Class 56 contains 13191 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8145 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21182 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8312 members 
Mstep: Class 63 contains 4872 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290512.000000 Penalty: 223341.859375
Iteration 147Q: 65 clusters Score -1.392905e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 65896 members 
Mstep: Class 4 contains 214357 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 14779 members 
Mstep: Class 8 contains 15610 members 
Mstep: Class 9 contains 143378 members 
Mstep: Class 10 contains 7655 members 
Mstep: Class 11 contains 36527 members 
Mstep: Class 12 contains 10051 members 
Mstep: Class 13 contains 110434 members 
Mstep: Class 14 contains 4996 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 7582 members 
Mstep: Class 17 contains 128647 members 
Mstep: Class 18 contains 9931 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11841 members 
Mstep: Class 21 contains 5925 members 
Mstep: Class 22 contains 12549 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 16244 members 
Mstep: Class 25 contains 7445 members 
Mstep: Class 26 contains 8264 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45833 members 
Mstep: Class 29 contains 11832 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9611 members 
Mstep: Class 32 contains 1428 members 
Mstep: Class 33 contains 12364 members 
Mstep: Class 34 contains 5904 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2868 members 
Mstep: Class 38 contains 5090 members 
Mstep: Class 39 contains 12038 members 
Mstep: Class 40 contains 24689 members 
Mstep: Class 41 contains 5370 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32671 members 
Mstep: Class 45 contains 4622 members 
Mstep: Class 46 contains 44360 members 
Mstep: Class 47 contains 57811 members 
Mstep: Class 48 contains 4684 members 
Mstep: Class 49 contains 4889 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3164 members 
Mstep: Class 53 contains 7959 members 
Mstep: Class 54 contains 9684 members 
Mstep: Class 55 contains 1935 members 
Mstep: Class 56 contains 13210 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8150 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21174 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8313 members 
Mstep: Class 63 contains 4873 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290624.000000 Penalty: 223341.859375
Iteration 148Q: 65 clusters Score -1.392906e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 65890 members 
Mstep: Class 4 contains 214362 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 15617 members 
Mstep: Class 9 contains 143372 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 36525 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 110437 members 
Mstep: Class 14 contains 4998 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 7581 members 
Mstep: Class 17 contains 128644 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11845 members 
Mstep: Class 21 contains 5926 members 
Mstep: Class 22 contains 12558 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 16243 members 
Mstep: Class 25 contains 7444 members 
Mstep: Class 26 contains 8265 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45835 members 
Mstep: Class 29 contains 11835 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9611 members 
Mstep: Class 32 contains 1429 members 
Mstep: Class 33 contains 12361 members 
Mstep: Class 34 contains 5903 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 12050 members 
Mstep: Class 40 contains 24691 members 
Mstep: Class 41 contains 5371 members 
Mstep: Class 42 contains 6202 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32664 members 
Mstep: Class 45 contains 4623 members 
Mstep: Class 46 contains 44322 members 
Mstep: Class 47 contains 57789 members 
Mstep: Class 48 contains 4683 members 
Mstep: Class 49 contains 4890 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3166 members 
Mstep: Class 53 contains 7977 members 
Mstep: Class 54 contains 9691 members 
Mstep: Class 55 contains 1933 members 
Mstep: Class 56 contains 13230 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8151 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21169 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8313 members 
Mstep: Class 63 contains 4873 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290448.000000 Penalty: 223341.859375
Iteration 149Q: 65 clusters Score -1.392904e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 65888 members 
Mstep: Class 4 contains 214363 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 14765 members 
Mstep: Class 8 contains 15625 members 
Mstep: Class 9 contains 143370 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 36525 members 
Mstep: Class 12 contains 10055 members 
Mstep: Class 13 contains 110440 members 
Mstep: Class 14 contains 5000 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 7581 members 
Mstep: Class 17 contains 128637 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11845 members 
Mstep: Class 21 contains 5929 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 7440 members 
Mstep: Class 26 contains 8264 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45837 members 
Mstep: Class 29 contains 11841 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1429 members 
Mstep: Class 33 contains 12359 members 
Mstep: Class 34 contains 5902 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2871 members 
Mstep: Class 38 contains 5091 members 
Mstep: Class 39 contains 12066 members 
Mstep: Class 40 contains 24693 members 
Mstep: Class 41 contains 5371 members 
Mstep: Class 42 contains 6202 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32658 members 
Mstep: Class 45 contains 4625 members 
Mstep: Class 46 contains 44295 members 
Mstep: Class 47 contains 57768 members 
Mstep: Class 48 contains 4681 members 
Mstep: Class 49 contains 4891 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3169 members 
Mstep: Class 53 contains 7993 members 
Mstep: Class 54 contains 9696 members 
Mstep: Class 55 contains 1930 members 
Mstep: Class 56 contains 13246 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8154 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21159 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8313 members 
Mstep: Class 63 contains 4874 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290512.000000 Penalty: 223341.859375
Iteration 150Q: 65 clusters Score -1.392905e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 65884 members 
Mstep: Class 4 contains 214364 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 2691 members 
Mstep: Class 7 contains 14760 members 
Mstep: Class 8 contains 15631 members 
Mstep: Class 9 contains 143362 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 36524 members 
Mstep: Class 12 contains 10055 members 
Mstep: Class 13 contains 110447 members 
Mstep: Class 14 contains 5001 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 7579 members 
Mstep: Class 17 contains 128634 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11849 members 
Mstep: Class 21 contains 5934 members 
Mstep: Class 22 contains 12571 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 16242 members 
Mstep: Class 25 contains 7443 members 
Mstep: Class 26 contains 8265 members 
Mstep: Class 27 contains 36598 members 
Mstep: Class 28 contains 45837 members 
Mstep: Class 29 contains 11849 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 12357 members 
Mstep: Class 34 contains 5900 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2871 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 12079 members 
Mstep: Class 40 contains 24696 members 
Mstep: Class 41 contains 5371 members 
Mstep: Class 42 contains 6202 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32656 members 
Mstep: Class 45 contains 4627 members 
Mstep: Class 46 contains 44267 members 
Mstep: Class 47 contains 57745 members 
Mstep: Class 48 contains 4679 members 
Mstep: Class 49 contains 4893 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3173 members 
Mstep: Class 53 contains 8006 members 
Mstep: Class 54 contains 9698 members 
Mstep: Class 55 contains 1927 members 
Mstep: Class 56 contains 13255 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8157 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21146 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8314 members 
Mstep: Class 63 contains 4874 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290656.000000 Penalty: 223341.859375
Iteration 151Q: 65 clusters Score -1.392907e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 65881 members 
Mstep: Class 4 contains 214363 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2692 members 
Mstep: Class 7 contains 14757 members 
Mstep: Class 8 contains 15634 members 
Mstep: Class 9 contains 143356 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 36523 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 110450 members 
Mstep: Class 14 contains 5002 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 7573 members 
Mstep: Class 17 contains 128629 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11857 members 
Mstep: Class 21 contains 5935 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 7441 members 
Mstep: Class 26 contains 8266 members 
Mstep: Class 27 contains 36597 members 
Mstep: Class 28 contains 45836 members 
Mstep: Class 29 contains 11856 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1432 members 
Mstep: Class 33 contains 12353 members 
Mstep: Class 34 contains 5900 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5091 members 
Mstep: Class 39 contains 12112 members 
Mstep: Class 40 contains 24699 members 
Mstep: Class 41 contains 5372 members 
Mstep: Class 42 contains 6202 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32646 members 
Mstep: Class 45 contains 4626 members 
Mstep: Class 46 contains 44242 members 
Mstep: Class 47 contains 57721 members 
Mstep: Class 48 contains 4678 members 
Mstep: Class 49 contains 4895 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3175 members 
Mstep: Class 53 contains 8028 members 
Mstep: Class 54 contains 9706 members 
Mstep: Class 55 contains 1927 members 
Mstep: Class 56 contains 13262 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8158 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21134 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8315 members 
Mstep: Class 63 contains 4877 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290688.000000 Penalty: 223341.859375
Iteration 152Q: 65 clusters Score -1.392907e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 65883 members 
Mstep: Class 4 contains 214366 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 2692 members 
Mstep: Class 7 contains 14756 members 
Mstep: Class 8 contains 15639 members 
Mstep: Class 9 contains 143342 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 36519 members 
Mstep: Class 12 contains 10055 members 
Mstep: Class 13 contains 110455 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 128626 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11865 members 
Mstep: Class 21 contains 5936 members 
Mstep: Class 22 contains 12587 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 16240 members 
Mstep: Class 25 contains 7441 members 
Mstep: Class 26 contains 8268 members 
Mstep: Class 27 contains 36595 members 
Mstep: Class 28 contains 45836 members 
Mstep: Class 29 contains 11867 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1432 members 
Mstep: Class 33 contains 12349 members 
Mstep: Class 34 contains 5900 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5093 members 
Mstep: Class 39 contains 12137 members 
Mstep: Class 40 contains 24701 members 
Mstep: Class 41 contains 5374 members 
Mstep: Class 42 contains 6203 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32639 members 
Mstep: Class 45 contains 4627 members 
Mstep: Class 46 contains 44211 members 
Mstep: Class 47 contains 57700 members 
Mstep: Class 48 contains 4674 members 
Mstep: Class 49 contains 4895 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3175 members 
Mstep: Class 53 contains 8039 members 
Mstep: Class 54 contains 9710 members 
Mstep: Class 55 contains 1927 members 
Mstep: Class 56 contains 13269 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8160 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21126 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8317 members 
Mstep: Class 63 contains 4882 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290608.000000 Penalty: 223341.859375
Iteration 153Q: 65 clusters Score -1.392906e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 65885 members 
Mstep: Class 4 contains 214365 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 14754 members 
Mstep: Class 8 contains 15640 members 
Mstep: Class 9 contains 143334 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 36511 members 
Mstep: Class 12 contains 10055 members 
Mstep: Class 13 contains 110456 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 128625 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11879 members 
Mstep: Class 21 contains 5937 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 7440 members 
Mstep: Class 26 contains 8267 members 
Mstep: Class 27 contains 36594 members 
Mstep: Class 28 contains 45841 members 
Mstep: Class 29 contains 11877 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12347 members 
Mstep: Class 34 contains 5900 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5093 members 
Mstep: Class 39 contains 12163 members 
Mstep: Class 40 contains 24703 members 
Mstep: Class 41 contains 5374 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32629 members 
Mstep: Class 45 contains 4627 members 
Mstep: Class 46 contains 44182 members 
Mstep: Class 47 contains 57680 members 
Mstep: Class 48 contains 4667 members 
Mstep: Class 49 contains 4895 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3176 members 
Mstep: Class 53 contains 8061 members 
Mstep: Class 54 contains 9717 members 
Mstep: Class 55 contains 1924 members 
Mstep: Class 56 contains 13276 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8161 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21114 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8318 members 
Mstep: Class 63 contains 4891 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290624.000000 Penalty: 223341.859375
Iteration 154Q: 65 clusters Score -1.392906e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11312 members 
Mstep: Class 3 contains 65886 members 
Mstep: Class 4 contains 214361 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 2697 members 
Mstep: Class 7 contains 14751 members 
Mstep: Class 8 contains 15647 members 
Mstep: Class 9 contains 143326 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 36504 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 110456 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 7572 members 
Mstep: Class 17 contains 128621 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 21 contains 5937 members 
Mstep: Class 22 contains 12600 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7435 members 
Mstep: Class 26 contains 8267 members 
Mstep: Class 27 contains 36594 members 
Mstep: Class 28 contains 45845 members 
Mstep: Class 29 contains 11887 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12342 members 
Mstep: Class 34 contains 5899 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5093 members 
Mstep: Class 39 contains 12183 members 
Mstep: Class 40 contains 24707 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 6200 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32621 members 
Mstep: Class 45 contains 4627 members 
Mstep: Class 46 contains 44156 members 
Mstep: Class 47 contains 57668 members 
Mstep: Class 48 contains 4661 members 
Mstep: Class 49 contains 4896 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3176 members 
Mstep: Class 53 contains 8077 members 
Mstep: Class 54 contains 9724 members 
Mstep: Class 55 contains 1922 members 
Mstep: Class 56 contains 13288 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8161 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21107 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8319 members 
Mstep: Class 63 contains 4897 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290544.000000 Penalty: 223341.859375
Iteration 155Q: 65 clusters Score -1.392905e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 65891 members 
Mstep: Class 4 contains 214356 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 14751 members 
Mstep: Class 8 contains 15642 members 
Mstep: Class 9 contains 143320 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 36493 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 110455 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 128616 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11899 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 12605 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 7437 members 
Mstep: Class 26 contains 8269 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45845 members 
Mstep: Class 29 contains 11894 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12334 members 
Mstep: Class 34 contains 5898 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5100 members 
Mstep: Class 39 contains 12197 members 
Mstep: Class 40 contains 24712 members 
Mstep: Class 41 contains 5374 members 
Mstep: Class 42 contains 6200 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32614 members 
Mstep: Class 45 contains 4629 members 
Mstep: Class 46 contains 44143 members 
Mstep: Class 47 contains 57649 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4901 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3176 members 
Mstep: Class 53 contains 8085 members 
Mstep: Class 54 contains 9726 members 
Mstep: Class 55 contains 1923 members 
Mstep: Class 56 contains 13302 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8163 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21099 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8321 members 
Mstep: Class 63 contains 4904 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290528.000000 Penalty: 223341.859375
Iteration 156Q: 65 clusters Score -1.392905e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 65889 members 
Mstep: Class 4 contains 214353 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 14750 members 
Mstep: Class 8 contains 15645 members 
Mstep: Class 9 contains 143314 members 
Mstep: Class 10 contains 7651 members 
Mstep: Class 11 contains 36485 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110454 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 128612 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11908 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 12611 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 7436 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45842 members 
Mstep: Class 29 contains 11898 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12328 members 
Mstep: Class 34 contains 5897 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5105 members 
Mstep: Class 39 contains 12205 members 
Mstep: Class 40 contains 24715 members 
Mstep: Class 41 contains 5373 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32608 members 
Mstep: Class 45 contains 4631 members 
Mstep: Class 46 contains 44126 members 
Mstep: Class 47 contains 57641 members 
Mstep: Class 48 contains 4650 members 
Mstep: Class 49 contains 4906 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3177 members 
Mstep: Class 53 contains 8091 members 
Mstep: Class 54 contains 9730 members 
Mstep: Class 55 contains 1923 members 
Mstep: Class 56 contains 13315 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8164 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21097 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8323 members 
Mstep: Class 63 contains 4908 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290688.000000 Penalty: 223341.859375
Iteration 157Q: 65 clusters Score -1.392907e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11291 members 
Mstep: Class 3 contains 65887 members 
Mstep: Class 4 contains 214358 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 14747 members 
Mstep: Class 8 contains 15646 members 
Mstep: Class 9 contains 143309 members 
Mstep: Class 10 contains 7650 members 
Mstep: Class 11 contains 36483 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 13 contains 110453 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 128606 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11915 members 
Mstep: Class 21 contains 5941 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7436 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36592 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 11900 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9613 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12319 members 
Mstep: Class 34 contains 5896 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5106 members 
Mstep: Class 39 contains 12215 members 
Mstep: Class 40 contains 24719 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 6202 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32601 members 
Mstep: Class 45 contains 4632 members 
Mstep: Class 46 contains 44102 members 
Mstep: Class 47 contains 57631 members 
Mstep: Class 48 contains 4644 members 
Mstep: Class 49 contains 4913 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3177 members 
Mstep: Class 53 contains 8100 members 
Mstep: Class 54 contains 9732 members 
Mstep: Class 55 contains 1923 members 
Mstep: Class 56 contains 13324 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8166 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21097 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8326 members 
Mstep: Class 63 contains 4914 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290624.000000 Penalty: 223341.859375
Iteration 158Q: 65 clusters Score -1.392906e+08 nChanged 139
Entering ConstructFrom: 
Score: -139290624.000000 Penalty: 223341.859375
Entering ConstructFrom: 
Trying to split cluster 1 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -310628.500000 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -310628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -307429.437500 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -307429.4 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -308056.593750 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -308056.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -308203.187500 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -308203.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -308281.343750 Penalty: 3956.901855
	Iteration 3Q: 3 clusters Score -308281.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -308324.343750 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -308324.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -308351.375000 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -308351.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -308373.687500 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -308373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -308382.250000 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -308382.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -308393.156250 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -308393.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -308403.343750 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -308403.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -308412.406250 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -308412.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -308420.625000 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -308420.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -308426.656250 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -308426.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -308431.750000 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -308431.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -308434.187500 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -308434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -308435.781250 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -308435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -308438.093750 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -308438.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -308440.843750 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -308440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -308443.500000 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -308443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -308446.437500 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -308446.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -308449.250000 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -308449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -308450.968750 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -308451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -308454.593750 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -308454.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -308457.781250 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -308457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -308460.156250 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -308460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -308461.656250 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -308461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -308462.250000 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -308462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -308463.718750 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -308463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -308465.093750 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -308465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -308466.187500 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -308466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -308468.437500 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -308468.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -308471.656250 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -308471.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -308475.062500 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -308475.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -308479.312500 Penalty: 3956.901855
	Iteration 33Q: 3 clusters Score -308479.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -308485.312500 Penalty: 3956.901855
	Iteration 34Q: 3 clusters Score -308485.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -308492.593750 Penalty: 3956.901855
	Iteration 35Q: 3 clusters Score -308492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -308497.750000 Penalty: 3956.901855
	Iteration 36Q: 3 clusters Score -308497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -308502.218750 Penalty: 3956.901855
	Iteration 37Q: 3 clusters Score -308502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -308505.812500 Penalty: 3956.901855
	Iteration 38Q: 3 clusters Score -308505.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -308510.000000 Penalty: 3956.901855
	Iteration 39Q: 3 clusters Score -308510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -308516.062500 Penalty: 3956.901855
	Iteration 40F: 3 clusters Score -308516.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -308525.812500 Penalty: 3956.901855
	Iteration 41Q: 3 clusters Score -308525.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -308540.250000 Penalty: 3956.901855
	Iteration 42Q: 3 clusters Score -308540.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -308549.812500 Penalty: 3956.901855
	Iteration 43Q: 3 clusters Score -308549.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -308566.937500 Penalty: 3956.901855
	Iteration 44Q: 3 clusters Score -308566.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -308582.437500 Penalty: 3956.901855
	Iteration 45Q: 3 clusters Score -308582.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -308592.843750 Penalty: 3956.901855
	Iteration 46Q: 3 clusters Score -308592.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -308606.093750 Penalty: 3956.901855
	Iteration 47Q: 3 clusters Score -308606.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -308616.812500 Penalty: 3956.901855
	Iteration 48Q: 3 clusters Score -308616.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -308631.718750 Penalty: 3956.901855
	Iteration 49Q: 3 clusters Score -308631.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -308653.437500 Penalty: 3956.901855
	Iteration 50Q: 3 clusters Score -308653.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -308677.968750 Penalty: 3956.901855
	Iteration 51Q: 3 clusters Score -308678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -308696.125000 Penalty: 3956.901855
	Iteration 52Q: 3 clusters Score -308696.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -308714.468750 Penalty: 3956.901855
	Iteration 53Q: 3 clusters Score -308714.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -308727.187500 Penalty: 3956.901855
	Iteration 54Q: 3 clusters Score -308727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -308741.625000 Penalty: 3956.901855
	Iteration 55Q: 3 clusters Score -308741.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -308756.062500 Penalty: 3956.901855
	Iteration 56Q: 3 clusters Score -308756.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -308775.156250 Penalty: 3956.901855
	Iteration 57Q: 3 clusters Score -308775.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -308793.875000 Penalty: 3956.901855
	Iteration 58Q: 3 clusters Score -308793.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -308812.125000 Penalty: 3956.901855
	Iteration 59Q: 3 clusters Score -308812.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -308825.562500 Penalty: 3956.901855
	Iteration 60F: 3 clusters Score -308825.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -308850.937500 Penalty: 3956.901855
	Iteration 61Q: 3 clusters Score -308850.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -308873.187500 Penalty: 3956.901855
	Iteration 62Q: 3 clusters Score -308873.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -308893.593750 Penalty: 3956.901855
	Iteration 63Q: 3 clusters Score -308893.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -308910.187500 Penalty: 3956.901855
	Iteration 64Q: 3 clusters Score -308910.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -308923.062500 Penalty: 3956.901855
	Iteration 65Q: 3 clusters Score -308923.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -308946.906250 Penalty: 3956.901855
	Iteration 66Q: 3 clusters Score -308946.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -308962.031250 Penalty: 3956.901855
	Iteration 67Q: 3 clusters Score -308962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -308974.468750 Penalty: 3956.901855
	Iteration 68Q: 3 clusters Score -308974.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -308985.031250 Penalty: 3956.901855
	Iteration 69Q: 3 clusters Score -308985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -308992.500000 Penalty: 3956.901855
	Iteration 70Q: 3 clusters Score -308992.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -309004.562500 Penalty: 3956.901855
	Iteration 71Q: 3 clusters Score -309004.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -309012.437500 Penalty: 3956.901855
	Iteration 72Q: 3 clusters Score -309012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -309015.437500 Penalty: 3956.901855
	Iteration 73Q: 3 clusters Score -309015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -309018.156250 Penalty: 3956.901855
	Iteration 74Q: 3 clusters Score -309018.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -309024.468750 Penalty: 3956.901855
	Iteration 75Q: 3 clusters Score -309024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -309028.625000 Penalty: 3956.901855
	Iteration 76Q: 3 clusters Score -309028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -309031.093750 Penalty: 3956.901855
	Iteration 77Q: 3 clusters Score -309031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -309031.781250 Penalty: 3956.901855
	Iteration 78Q: 3 clusters Score -309031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -309032.375000 Penalty: 3956.901855
	Iteration 79Q: 3 clusters Score -309032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -309033.500000 Penalty: 3956.901855
	Iteration 80F: 3 clusters Score -309033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -309036.406250 Penalty: 3956.901855
	Iteration 81Q: 3 clusters Score -309036.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -309037.375000 Penalty: 3956.901855
	Iteration 82Q: 3 clusters Score -309037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -309037.375000 Penalty: 3956.901855
	Iteration 83F: 3 clusters Score -309037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Entering Unmasked Estep 
Score: -1255721.875000 Penalty: 2314.254883
	Iteration 0F: 2 clusters Score -1255722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1247178.500000 Penalty: 4628.509766
	Iteration 0F: 3 clusters Score -1247178 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1249806.125000 Penalty: 4628.509766
	Iteration 1F: 3 clusters Score -1249806 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1250238.250000 Penalty: 4628.509766
	Iteration 2F: 3 clusters Score -1250238 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1250724.000000 Penalty: 4628.509766
	Iteration 3F: 3 clusters Score -1250724 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1251302.375000 Penalty: 4628.509766
	Iteration 4F: 3 clusters Score -1251302 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1252066.875000 Penalty: 4628.509766
	Iteration 5F: 3 clusters Score -1252067 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1253009.875000 Penalty: 4628.509766
	Iteration 6F: 3 clusters Score -1253010 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1253868.875000 Penalty: 4628.509766
	Iteration 7F: 3 clusters Score -1253869 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1254413.875000 Penalty: 4628.509766
	Iteration 8F: 3 clusters Score -1254414 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1254660.750000 Penalty: 4628.509766
	Iteration 9Q: 3 clusters Score -1254661 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1254756.875000 Penalty: 4628.509766
	Iteration 10Q: 3 clusters Score -1254757 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1254795.875000 Penalty: 4628.509766
	Iteration 11Q: 3 clusters Score -1254796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1254821.375000 Penalty: 4628.509766
	Iteration 12Q: 3 clusters Score -1254821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1254834.625000 Penalty: 4628.509766
	Iteration 13Q: 3 clusters Score -1254835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1254852.250000 Penalty: 4628.509766
	Iteration 14Q: 3 clusters Score -1254852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1254863.000000 Penalty: 4628.509766
	Iteration 15Q: 3 clusters Score -1254863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1254865.500000 Penalty: 4628.509766
	Iteration 16Q: 3 clusters Score -1254866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1254872.000000 Penalty: 4628.509766
	Iteration 17Q: 3 clusters Score -1254872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1254874.875000 Penalty: 4628.509766
	Iteration 18Q: 3 clusters Score -1254875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1254875.000000 Penalty: 4628.509766
	Iteration 19Q: 3 clusters Score -1254875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1254878.375000 Penalty: 4628.509766
	Iteration 20F: 3 clusters Score -1254878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1254879.500000 Penalty: 4628.509766
	Iteration 21Q: 3 clusters Score -1254880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1254880.750000 Penalty: 4628.509766
	Iteration 22Q: 3 clusters Score -1254881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1254881.875000 Penalty: 4628.509766
	Iteration 23Q: 3 clusters Score -1254882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1254880.750000 Penalty: 4628.509766
	Iteration 24Q: 3 clusters Score -1254881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1254881.375000 Penalty: 4628.509766
	Iteration 25Q: 3 clusters Score -1254881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1254881.375000 Penalty: 4628.509766
	Iteration 26F: 3 clusters Score -1254881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (65886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Entering Unmasked Estep 
Score: -7463314.000000 Penalty: 2751.729004
	Iteration 0F: 2 clusters Score -7463314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -7419067.000000 Penalty: 5503.458008
	Iteration 0F: 3 clusters Score -7419067 nChanged 30783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -7436407.500000 Penalty: 5503.458008
	Iteration 1F: 3 clusters Score -7436408 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -7437268.000000 Penalty: 5503.458008
	Iteration 2Q: 3 clusters Score -7437268 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -7438719.500000 Penalty: 5503.458008
	Iteration 3Q: 3 clusters Score -7438720 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -7440970.000000 Penalty: 5503.458008
	Iteration 4F: 3 clusters Score -7440970 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -7444693.500000 Penalty: 5503.458008
	Iteration 5F: 3 clusters Score -7444694 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -7449941.000000 Penalty: 5503.458008
	Iteration 6F: 3 clusters Score -7449941 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -7455336.000000 Penalty: 5503.458008
	Iteration 7F: 3 clusters Score -7455336 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -7459377.500000 Penalty: 5503.458008
	Iteration 8F: 3 clusters Score -7459378 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -7462009.500000 Penalty: 5503.458008
	Iteration 9Q: 3 clusters Score -7462010 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -7463546.500000 Penalty: 5503.458008
	Iteration 10Q: 3 clusters Score -7463546 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -7464510.000000 Penalty: 5503.458008
	Iteration 11Q: 3 clusters Score -7464510 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -7465196.000000 Penalty: 5503.458008
	Iteration 12Q: 3 clusters Score -7465196 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -7465734.000000 Penalty: 5503.458008
	Iteration 13Q: 3 clusters Score -7465734 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -7466106.500000 Penalty: 5503.458008
	Iteration 14Q: 3 clusters Score -7466106 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -7466397.500000 Penalty: 5503.458008
	Iteration 15Q: 3 clusters Score -7466398 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -7466578.500000 Penalty: 5503.458008
	Iteration 16Q: 3 clusters Score -7466578 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -7466647.000000 Penalty: 5503.458008
	Iteration 17Q: 3 clusters Score -7466647 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -7466720.000000 Penalty: 5503.458008
	Iteration 18Q: 3 clusters Score -7466720 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -7466763.000000 Penalty: 5503.458008
	Iteration 19Q: 3 clusters Score -7466763 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -7466795.500000 Penalty: 5503.458008
	Iteration 20F: 3 clusters Score -7466796 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -7466801.000000 Penalty: 5503.458008
	Iteration 21Q: 3 clusters Score -7466801 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -7466812.000000 Penalty: 5503.458008
	Iteration 22Q: 3 clusters Score -7466812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -7466821.000000 Penalty: 5503.458008
	Iteration 23Q: 3 clusters Score -7466821 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -7466842.000000 Penalty: 5503.458008
	Iteration 24Q: 3 clusters Score -7466842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -7466848.000000 Penalty: 5503.458008
	Iteration 25Q: 3 clusters Score -7466848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -7466830.000000 Penalty: 5503.458008
	Iteration 26Q: 3 clusters Score -7466830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -7466831.500000 Penalty: 5503.458008
	Iteration 27Q: 3 clusters Score -7466832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -7466837.500000 Penalty: 5503.458008
	Iteration 28Q: 3 clusters Score -7466838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -7466842.500000 Penalty: 5503.458008
	Iteration 29Q: 3 clusters Score -7466842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -7466853.000000 Penalty: 5503.458008
	Iteration 30Q: 3 clusters Score -7466853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -7466842.000000 Penalty: 5503.458008
	Iteration 31Q: 3 clusters Score -7466842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -7466843.500000 Penalty: 5503.458008
	Iteration 32Q: 3 clusters Score -7466844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -7466838.500000 Penalty: 5503.458008
	Iteration 33Q: 3 clusters Score -7466838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -7466838.500000 Penalty: 5503.458008
	Iteration 34Q: 3 clusters Score -7466838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -7466841.000000 Penalty: 5503.458008
	Iteration 35Q: 3 clusters Score -7466841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -7466844.000000 Penalty: 5503.458008
	Iteration 36Q: 3 clusters Score -7466844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -7466855.500000 Penalty: 5503.458008
	Iteration 37Q: 3 clusters Score -7466856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -7466848.000000 Penalty: 5503.458008
	Iteration 38Q: 3 clusters Score -7466848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -7466852.000000 Penalty: 5503.458008
	Iteration 39Q: 3 clusters Score -7466852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -7466859.000000 Penalty: 5503.458008
	Iteration 40F: 3 clusters Score -7466859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -7466858.000000 Penalty: 5503.458008
	Iteration 41Q: 3 clusters Score -7466858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -7466854.500000 Penalty: 5503.458008
	Iteration 42Q: 3 clusters Score -7466854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -7466855.000000 Penalty: 5503.458008
	Iteration 43Q: 3 clusters Score -7466855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -7466859.000000 Penalty: 5503.458008
	Iteration 44Q: 3 clusters Score -7466859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -7466860.000000 Penalty: 5503.458008
	Iteration 45Q: 3 clusters Score -7466860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -7466846.000000 Penalty: 5503.458008
	Iteration 46Q: 3 clusters Score -7466846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -7466845.500000 Penalty: 5503.458008
	Iteration 47Q: 3 clusters Score -7466846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -7466844.500000 Penalty: 5503.458008
	Iteration 48Q: 3 clusters Score -7466844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -7466849.500000 Penalty: 5503.458008
	Iteration 49Q: 3 clusters Score -7466850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -7466849.000000 Penalty: 5503.458008
	Iteration 50Q: 3 clusters Score -7466849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -7466839.500000 Penalty: 5503.458008
	Iteration 51Q: 3 clusters Score -7466840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -7466839.000000 Penalty: 5503.458008
	Iteration 52Q: 3 clusters Score -7466839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -7466839.500000 Penalty: 5503.458008
	Iteration 53Q: 3 clusters Score -7466840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -7466839.500000 Penalty: 5503.458008
	Iteration 54F: 3 clusters Score -7466840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 53826 members 
Mstep: Class 4 contains 214352 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 15646 members 
Mstep: Class 9 contains 143309 members 
Mstep: Class 10 contains 7649 members 
Mstep: Class 11 contains 36473 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110453 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 128600 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 21 contains 5942 members 
Mstep: Class 22 contains 12624 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7434 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 11900 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9614 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12313 members 
Mstep: Class 34 contains 5896 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5102 members 
Mstep: Class 39 contains 12222 members 
Mstep: Class 40 contains 24723 members 
Mstep: Class 41 contains 5376 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32590 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 44091 members 
Mstep: Class 47 contains 57620 members 
Mstep: Class 48 contains 4643 members 
Mstep: Class 49 contains 4913 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3177 members 
Mstep: Class 53 contains 8117 members 
Mstep: Class 54 contains 9734 members 
Mstep: Class 55 contains 1923 members 
Mstep: Class 56 contains 13338 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8169 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21095 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8329 members 
Mstep: Class 63 contains 4919 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 12060 members 
Entering Unmasked Estep 
Score: -139293536.000000 Penalty: 226831.578125
Splitting cluster 3 changes total score from -139290624.000000 to -139293536.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 4 (214352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214352 members 
Entering Unmasked Estep 
Score: -24605446.000000 Penalty: 3044.292969
	Iteration 0F: 2 clusters Score -2.460545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -24482152.000000 Penalty: 6088.585938
	Iteration 0F: 3 clusters Score -2.448215e+07 nChanged 103303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -24543204.000000 Penalty: 6088.585938
	Iteration 1F: 3 clusters Score -2.45432e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 106013 members 
Entering Unmasked Estep 
Score: -24544646.000000 Penalty: 6088.585938
	Iteration 2Q: 3 clusters Score -2.454465e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -24546176.000000 Penalty: 6088.585938
	Iteration 3Q: 3 clusters Score -2.454618e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -24548436.000000 Penalty: 6088.585938
	Iteration 4Q: 3 clusters Score -2.454844e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -24551858.000000 Penalty: 6088.585938
	Iteration 5Q: 3 clusters Score -2.455186e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Mstep: Class 2 contains 107130 members 
Entering Unmasked Estep 
Score: -24556104.000000 Penalty: 6088.585938
	Iteration 6Q: 3 clusters Score -2.45561e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -24560882.000000 Penalty: 6088.585938
	Iteration 7F: 3 clusters Score -2.456088e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 108277 members 
Entering Unmasked Estep 
Score: -24566144.000000 Penalty: 6088.585938
	Iteration 8F: 3 clusters Score -2.456614e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106257 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -24569942.000000 Penalty: 6088.585938
	Iteration 9Q: 3 clusters Score -2.456994e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -24572762.000000 Penalty: 6088.585938
	Iteration 10Q: 3 clusters Score -2.457276e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 105906 members 
Entering Unmasked Estep 
Score: -24574584.000000 Penalty: 6088.585938
	Iteration 11Q: 3 clusters Score -2.457458e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -24576146.000000 Penalty: 6088.585938
	Iteration 12Q: 3 clusters Score -2.457615e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -24577342.000000 Penalty: 6088.585938
	Iteration 13Q: 3 clusters Score -2.457734e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115832 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -24578200.000000 Penalty: 6088.585938
	Iteration 14Q: 3 clusters Score -2.45782e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119503 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -24579184.000000 Penalty: 6088.585938
	Iteration 15Q: 3 clusters Score -2.457918e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123883 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -24580134.000000 Penalty: 6088.585938
	Iteration 16Q: 3 clusters Score -2.458013e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129227 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -24581568.000000 Penalty: 6088.585938
	Iteration 17Q: 3 clusters Score -2.458157e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135669 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -24583352.000000 Penalty: 6088.585938
	Iteration 18Q: 3 clusters Score -2.458335e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143397 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -24585928.000000 Penalty: 6088.585938
	Iteration 19Q: 3 clusters Score -2.458593e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -24589356.000000 Penalty: 6088.585938
	Iteration 20F: 3 clusters Score -2.458936e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -24592506.000000 Penalty: 6088.585938
	Iteration 21Q: 3 clusters Score -2.459251e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -24595648.000000 Penalty: 6088.585938
	Iteration 22Q: 3 clusters Score -2.459565e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180830 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -24597974.000000 Penalty: 6088.585938
	Iteration 23Q: 3 clusters Score -2.459797e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188840 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -24599578.000000 Penalty: 6088.585938
	Iteration 24Q: 3 clusters Score -2.459958e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195332 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -24600630.000000 Penalty: 6088.585938
	Iteration 25Q: 3 clusters Score -2.460063e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200349 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -24601506.000000 Penalty: 6088.585938
	Iteration 26Q: 3 clusters Score -2.460151e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203957 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -24601710.000000 Penalty: 6088.585938
	Iteration 27Q: 3 clusters Score -2.460171e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206512 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -24602106.000000 Penalty: 6088.585938
	Iteration 28Q: 3 clusters Score -2.460211e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208293 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -24602442.000000 Penalty: 6088.585938
	Iteration 29Q: 3 clusters Score -2.460244e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -24602710.000000 Penalty: 6088.585938
	Iteration 30Q: 3 clusters Score -2.460271e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210419 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -24602866.000000 Penalty: 6088.585938
	Iteration 31Q: 3 clusters Score -2.460287e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211027 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -24603024.000000 Penalty: 6088.585938
	Iteration 32Q: 3 clusters Score -2.460302e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211466 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -24603096.000000 Penalty: 6088.585938
	Iteration 33Q: 3 clusters Score -2.46031e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211771 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -24603128.000000 Penalty: 6088.585938
	Iteration 34Q: 3 clusters Score -2.460313e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212013 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -24603162.000000 Penalty: 6088.585938
	Iteration 35Q: 3 clusters Score -2.460316e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212178 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -24603210.000000 Penalty: 6088.585938
	Iteration 36Q: 3 clusters Score -2.460321e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212285 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -24603198.000000 Penalty: 6088.585938
	Iteration 37Q: 3 clusters Score -2.46032e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212384 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -24603220.000000 Penalty: 6088.585938
	Iteration 38Q: 3 clusters Score -2.460322e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212469 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -24603216.000000 Penalty: 6088.585938
	Iteration 39Q: 3 clusters Score -2.460322e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212546 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -24603214.000000 Penalty: 6088.585938
	Iteration 40F: 3 clusters Score -2.460321e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212615 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -24603254.000000 Penalty: 6088.585938
	Iteration 41Q: 3 clusters Score -2.460325e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212673 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -24603238.000000 Penalty: 6088.585938
	Iteration 42Q: 3 clusters Score -2.460324e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212724 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -24603244.000000 Penalty: 6088.585938
	Iteration 43Q: 3 clusters Score -2.460324e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212755 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24603268.000000 Penalty: 6088.585938
	Iteration 44Q: 3 clusters Score -2.460327e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212779 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -24603290.000000 Penalty: 6088.585938
	Iteration 45Q: 3 clusters Score -2.460329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212798 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -24603278.000000 Penalty: 6088.585938
	Iteration 46Q: 3 clusters Score -2.460328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212821 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -24603296.000000 Penalty: 6088.585938
	Iteration 47Q: 3 clusters Score -2.46033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212836 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -24603288.000000 Penalty: 6088.585938
	Iteration 48Q: 3 clusters Score -2.460329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212840 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -24603284.000000 Penalty: 6088.585938
	Iteration 49Q: 3 clusters Score -2.460328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212847 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -24603302.000000 Penalty: 6088.585938
	Iteration 50Q: 3 clusters Score -2.46033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212860 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -24603280.000000 Penalty: 6088.585938
	Iteration 51Q: 3 clusters Score -2.460328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212866 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -24603278.000000 Penalty: 6088.585938
	Iteration 52Q: 3 clusters Score -2.460328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212872 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -24603278.000000 Penalty: 6088.585938
	Iteration 53Q: 3 clusters Score -2.460328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212878 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -24603280.000000 Penalty: 6088.585938
	Iteration 54Q: 3 clusters Score -2.460328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212880 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -24603272.000000 Penalty: 6088.585938
	Iteration 55Q: 3 clusters Score -2.460327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212882 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -24603268.000000 Penalty: 6088.585938
	Iteration 56Q: 3 clusters Score -2.460327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212883 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -24603260.000000 Penalty: 6088.585938
	Iteration 57Q: 3 clusters Score -2.460326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212885 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -24603276.000000 Penalty: 6088.585938
	Iteration 58Q: 3 clusters Score -2.460328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212887 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -24603280.000000 Penalty: 6088.585938
	Iteration 59Q: 3 clusters Score -2.460328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212888 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -24603266.000000 Penalty: 6088.585938
	Iteration 60F: 3 clusters Score -2.460327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212890 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -24603288.000000 Penalty: 6088.585938
	Iteration 61Q: 3 clusters Score -2.460329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212889 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -24603282.000000 Penalty: 6088.585938
	Iteration 62Q: 3 clusters Score -2.460328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212891 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -24603290.000000 Penalty: 6088.585938
	Iteration 63Q: 3 clusters Score -2.460329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212894 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -24603274.000000 Penalty: 6088.585938
	Iteration 64Q: 3 clusters Score -2.460327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212897 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -24603280.000000 Penalty: 6088.585938
	Iteration 65Q: 3 clusters Score -2.460328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212898 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -24603270.000000 Penalty: 6088.585938
	Iteration 66Q: 3 clusters Score -2.460327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212900 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -24603266.000000 Penalty: 6088.585938
	Iteration 67Q: 3 clusters Score -2.460327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212902 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -24603250.000000 Penalty: 6088.585938
	Iteration 68Q: 3 clusters Score -2.460325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212904 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -24603264.000000 Penalty: 6088.585938
	Iteration 69Q: 3 clusters Score -2.460326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212906 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -24603252.000000 Penalty: 6088.585938
	Iteration 70Q: 3 clusters Score -2.460325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212909 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -24603272.000000 Penalty: 6088.585938
	Iteration 71Q: 3 clusters Score -2.460327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212909 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -24603272.000000 Penalty: 6088.585938
	Iteration 72F: 3 clusters Score -2.460327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Entering Unmasked Estep 
Score: -884736.000000 Penalty: 2232.578369
	Iteration 0F: 2 clusters Score -884736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -878353.562500 Penalty: 4465.156738
	Iteration 0F: 3 clusters Score -878353.6 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -880267.375000 Penalty: 4465.156738
	Iteration 1F: 3 clusters Score -880267.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -880735.125000 Penalty: 4465.156738
	Iteration 2F: 3 clusters Score -880735.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -881157.750000 Penalty: 4465.156738
	Iteration 3F: 3 clusters Score -881157.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -881496.375000 Penalty: 4465.156738
	Iteration 4F: 3 clusters Score -881496.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -881814.500000 Penalty: 4465.156738
	Iteration 5F: 3 clusters Score -881814.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -882158.625000 Penalty: 4465.156738
	Iteration 6F: 3 clusters Score -882158.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -882480.875000 Penalty: 4465.156738
	Iteration 7Q: 3 clusters Score -882480.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -882779.625000 Penalty: 4465.156738
	Iteration 8Q: 3 clusters Score -882779.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -883075.312500 Penalty: 4465.156738
	Iteration 9Q: 3 clusters Score -883075.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -883396.187500 Penalty: 4465.156738
	Iteration 10Q: 3 clusters Score -883396.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -883703.250000 Penalty: 4465.156738
	Iteration 11Q: 3 clusters Score -883703.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -883920.500000 Penalty: 4465.156738
	Iteration 12Q: 3 clusters Score -883920.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -884037.812500 Penalty: 4465.156738
	Iteration 13Q: 3 clusters Score -884037.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -884106.937500 Penalty: 4465.156738
	Iteration 14Q: 3 clusters Score -884106.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -884129.625000 Penalty: 4465.156738
	Iteration 15Q: 3 clusters Score -884129.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -884143.812500 Penalty: 4465.156738
	Iteration 16Q: 3 clusters Score -884143.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -884154.812500 Penalty: 4465.156738
	Iteration 17Q: 3 clusters Score -884154.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -884155.750000 Penalty: 4465.156738
	Iteration 18Q: 3 clusters Score -884155.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -884160.312500 Penalty: 4465.156738
	Iteration 19Q: 3 clusters Score -884160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -884158.500000 Penalty: 4465.156738
	Iteration 20F: 3 clusters Score -884158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -884161.125000 Penalty: 4465.156738
	Iteration 21Q: 3 clusters Score -884161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -884160.062500 Penalty: 4465.156738
	Iteration 22Q: 3 clusters Score -884160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -884160.062500 Penalty: 4465.156738
	Iteration 23F: 3 clusters Score -884160.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -264507.406250 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -264507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -261436.593750 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -261436.6 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -262138.500000 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -262138.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -262456.281250 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -262456.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -262737.718750 Penalty: 3919.450439
	Iteration 3F: 3 clusters Score -262737.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -263000.281250 Penalty: 3919.450439
	Iteration 4F: 3 clusters Score -263000.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -263245.656250 Penalty: 3919.450439
	Iteration 5F: 3 clusters Score -263245.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263492.093750 Penalty: 3919.450439
	Iteration 6F: 3 clusters Score -263492.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263677.687500 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -263677.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263819.968750 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -263820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -263929.656250 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -263929.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -263985.437500 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -263985.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -264023.875000 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -264023.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -264069.093750 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -264069.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -264109.406250 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -264109.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -264150.625000 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -264150.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264182.718750 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -264182.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -264204.781250 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -264204.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -264214.531250 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -264214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -264216.468750 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -264216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -264217.468750 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -264217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -264218.218750 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -264218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -264218.968750 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -264219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -264219.156250 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -264219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -264219.031250 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -264219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -264220.187500 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -264220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -264220.187500 Penalty: 3919.450439
	Iteration 25F: 3 clusters Score -264220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Entering Unmasked Estep 
Score: -1527854.625000 Penalty: 2380.484375
	Iteration 0F: 2 clusters Score -1527855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1517197.000000 Penalty: 4760.968750
	Iteration 0F: 3 clusters Score -1517197 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1520943.125000 Penalty: 4760.968750
	Iteration 1F: 3 clusters Score -1520943 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1521620.000000 Penalty: 4760.968750
	Iteration 2F: 3 clusters Score -1521620 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1522232.250000 Penalty: 4760.968750
	Iteration 3F: 3 clusters Score -1522232 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1522861.000000 Penalty: 4760.968750
	Iteration 4F: 3 clusters Score -1522861 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1523467.000000 Penalty: 4760.968750
	Iteration 5F: 3 clusters Score -1523467 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1524101.250000 Penalty: 4760.968750
	Iteration 6F: 3 clusters Score -1524101 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1524678.000000 Penalty: 4760.968750
	Iteration 7F: 3 clusters Score -1524678 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1525129.000000 Penalty: 4760.968750
	Iteration 8Q: 3 clusters Score -1525129 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1525431.375000 Penalty: 4760.968750
	Iteration 9Q: 3 clusters Score -1525431 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1525644.250000 Penalty: 4760.968750
	Iteration 10Q: 3 clusters Score -1525644 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1525781.250000 Penalty: 4760.968750
	Iteration 11Q: 3 clusters Score -1525781 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1525883.250000 Penalty: 4760.968750
	Iteration 12Q: 3 clusters Score -1525883 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1525957.250000 Penalty: 4760.968750
	Iteration 13Q: 3 clusters Score -1525957 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1526019.000000 Penalty: 4760.968750
	Iteration 14Q: 3 clusters Score -1526019 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1526081.750000 Penalty: 4760.968750
	Iteration 15Q: 3 clusters Score -1526082 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1526136.500000 Penalty: 4760.968750
	Iteration 16Q: 3 clusters Score -1526136 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1526192.250000 Penalty: 4760.968750
	Iteration 17Q: 3 clusters Score -1526192 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1526245.125000 Penalty: 4760.968750
	Iteration 18Q: 3 clusters Score -1526245 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1526304.375000 Penalty: 4760.968750
	Iteration 19Q: 3 clusters Score -1526304 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1526346.625000 Penalty: 4760.968750
	Iteration 20F: 3 clusters Score -1526347 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1526404.125000 Penalty: 4760.968750
	Iteration 21Q: 3 clusters Score -1526404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1526463.500000 Penalty: 4760.968750
	Iteration 22Q: 3 clusters Score -1526464 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1526530.125000 Penalty: 4760.968750
	Iteration 23Q: 3 clusters Score -1526530 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1526590.875000 Penalty: 4760.968750
	Iteration 24Q: 3 clusters Score -1526591 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1526646.500000 Penalty: 4760.968750
	Iteration 25Q: 3 clusters Score -1526646 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1526721.875000 Penalty: 4760.968750
	Iteration 26Q: 3 clusters Score -1526722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1526799.250000 Penalty: 4760.968750
	Iteration 27Q: 3 clusters Score -1526799 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1526897.250000 Penalty: 4760.968750
	Iteration 28Q: 3 clusters Score -1526897 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1526957.625000 Penalty: 4760.968750
	Iteration 29Q: 3 clusters Score -1526958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1526995.875000 Penalty: 4760.968750
	Iteration 30Q: 3 clusters Score -1526996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1527021.625000 Penalty: 4760.968750
	Iteration 31Q: 3 clusters Score -1527022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1527037.750000 Penalty: 4760.968750
	Iteration 32Q: 3 clusters Score -1527038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1527051.625000 Penalty: 4760.968750
	Iteration 33Q: 3 clusters Score -1527052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1527065.500000 Penalty: 4760.968750
	Iteration 34Q: 3 clusters Score -1527066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1527072.125000 Penalty: 4760.968750
	Iteration 35Q: 3 clusters Score -1527072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1527076.875000 Penalty: 4760.968750
	Iteration 36Q: 3 clusters Score -1527077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1527084.500000 Penalty: 4760.968750
	Iteration 37Q: 3 clusters Score -1527084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1527087.500000 Penalty: 4760.968750
	Iteration 38Q: 3 clusters Score -1527088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1527088.375000 Penalty: 4760.968750
	Iteration 39Q: 3 clusters Score -1527088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1527090.625000 Penalty: 4760.968750
	Iteration 40F: 3 clusters Score -1527091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1527090.750000 Penalty: 4760.968750
	Iteration 41Q: 3 clusters Score -1527091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1527090.750000 Penalty: 4760.968750
	Iteration 42Q: 3 clusters Score -1527091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1527090.625000 Penalty: 4760.968750
	Iteration 43Q: 3 clusters Score -1527091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1527090.125000 Penalty: 4760.968750
	Iteration 44Q: 3 clusters Score -1527090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1527089.375000 Penalty: 4760.968750
	Iteration 45Q: 3 clusters Score -1527089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1527089.375000 Penalty: 4760.968750
	Iteration 46Q: 3 clusters Score -1527089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1527090.875000 Penalty: 4760.968750
	Iteration 47Q: 3 clusters Score -1527091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1527094.125000 Penalty: 4760.968750
	Iteration 48Q: 3 clusters Score -1527094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1527094.875000 Penalty: 4760.968750
	Iteration 49Q: 3 clusters Score -1527095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1527097.625000 Penalty: 4760.968750
	Iteration 50Q: 3 clusters Score -1527098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1527096.500000 Penalty: 4760.968750
	Iteration 51Q: 3 clusters Score -1527096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1527100.000000 Penalty: 4760.968750
	Iteration 52Q: 3 clusters Score -1527100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1527102.250000 Penalty: 4760.968750
	Iteration 53Q: 3 clusters Score -1527102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1527104.625000 Penalty: 4760.968750
	Iteration 54Q: 3 clusters Score -1527105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1527101.875000 Penalty: 4760.968750
	Iteration 55Q: 3 clusters Score -1527102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1527106.875000 Penalty: 4760.968750
	Iteration 56Q: 3 clusters Score -1527107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1527107.500000 Penalty: 4760.968750
	Iteration 57Q: 3 clusters Score -1527108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1527109.000000 Penalty: 4760.968750
	Iteration 58Q: 3 clusters Score -1527109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1527111.000000 Penalty: 4760.968750
	Iteration 59Q: 3 clusters Score -1527111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1527109.875000 Penalty: 4760.968750
	Iteration 60F: 3 clusters Score -1527110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1527113.625000 Penalty: 4760.968750
	Iteration 61Q: 3 clusters Score -1527114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1527114.375000 Penalty: 4760.968750
	Iteration 62Q: 3 clusters Score -1527114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1527113.125000 Penalty: 4760.968750
	Iteration 63Q: 3 clusters Score -1527113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1527112.875000 Penalty: 4760.968750
	Iteration 64Q: 3 clusters Score -1527113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1527114.625000 Penalty: 4760.968750
	Iteration 65Q: 3 clusters Score -1527115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1527122.000000 Penalty: 4760.968750
	Iteration 66Q: 3 clusters Score -1527122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1527121.000000 Penalty: 4760.968750
	Iteration 67Q: 3 clusters Score -1527121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1527122.375000 Penalty: 4760.968750
	Iteration 68Q: 3 clusters Score -1527122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1527123.625000 Penalty: 4760.968750
	Iteration 69Q: 3 clusters Score -1527124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1527126.125000 Penalty: 4760.968750
	Iteration 70Q: 3 clusters Score -1527126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1527128.875000 Penalty: 4760.968750
	Iteration 71Q: 3 clusters Score -1527129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1527130.750000 Penalty: 4760.968750
	Iteration 72Q: 3 clusters Score -1527131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1527131.125000 Penalty: 4760.968750
	Iteration 73Q: 3 clusters Score -1527131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1527130.750000 Penalty: 4760.968750
	Iteration 74Q: 3 clusters Score -1527131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1527134.500000 Penalty: 4760.968750
	Iteration 75Q: 3 clusters Score -1527134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1527136.250000 Penalty: 4760.968750
	Iteration 76Q: 3 clusters Score -1527136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1527140.750000 Penalty: 4760.968750
	Iteration 77Q: 3 clusters Score -1527141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1527139.750000 Penalty: 4760.968750
	Iteration 78Q: 3 clusters Score -1527140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1527140.875000 Penalty: 4760.968750
	Iteration 79Q: 3 clusters Score -1527141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1527141.125000 Penalty: 4760.968750
	Iteration 80F: 3 clusters Score -1527141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1527140.375000 Penalty: 4760.968750
	Iteration 81Q: 3 clusters Score -1527140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1527141.500000 Penalty: 4760.968750
	Iteration 82Q: 3 clusters Score -1527142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1527142.000000 Penalty: 4760.968750
	Iteration 83Q: 3 clusters Score -1527142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1527144.250000 Penalty: 4760.968750
	Iteration 84Q: 3 clusters Score -1527144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1527146.375000 Penalty: 4760.968750
	Iteration 85Q: 3 clusters Score -1527146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1527146.375000 Penalty: 4760.968750
	Iteration 86F: 3 clusters Score -1527146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Entering Unmasked Estep 
Score: -1582744.250000 Penalty: 2395.176758
	Iteration 0F: 2 clusters Score -1582744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1571436.375000 Penalty: 4790.353516
	Iteration 0F: 3 clusters Score -1571436 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1575650.375000 Penalty: 4790.353516
	Iteration 1F: 3 clusters Score -1575650 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1576515.000000 Penalty: 4790.353516
	Iteration 2F: 3 clusters Score -1576515 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1577328.750000 Penalty: 4790.353516
	Iteration 3F: 3 clusters Score -1577329 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1578110.500000 Penalty: 4790.353516
	Iteration 4F: 3 clusters Score -1578110 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1578747.250000 Penalty: 4790.353516
	Iteration 5F: 3 clusters Score -1578747 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1579234.500000 Penalty: 4790.353516
	Iteration 6F: 3 clusters Score -1579234 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1579618.875000 Penalty: 4790.353516
	Iteration 7Q: 3 clusters Score -1579619 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1579991.625000 Penalty: 4790.353516
	Iteration 8Q: 3 clusters Score -1579992 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1580263.750000 Penalty: 4790.353516
	Iteration 9Q: 3 clusters Score -1580264 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1580463.625000 Penalty: 4790.353516
	Iteration 10Q: 3 clusters Score -1580464 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1580631.000000 Penalty: 4790.353516
	Iteration 11Q: 3 clusters Score -1580631 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1580752.000000 Penalty: 4790.353516
	Iteration 12Q: 3 clusters Score -1580752 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1580839.125000 Penalty: 4790.353516
	Iteration 13Q: 3 clusters Score -1580839 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1580902.125000 Penalty: 4790.353516
	Iteration 14Q: 3 clusters Score -1580902 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1580938.000000 Penalty: 4790.353516
	Iteration 15Q: 3 clusters Score -1580938 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1580964.625000 Penalty: 4790.353516
	Iteration 16Q: 3 clusters Score -1580965 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1580981.750000 Penalty: 4790.353516
	Iteration 17Q: 3 clusters Score -1580982 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1581010.375000 Penalty: 4790.353516
	Iteration 18Q: 3 clusters Score -1581010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1581024.125000 Penalty: 4790.353516
	Iteration 19Q: 3 clusters Score -1581024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1581043.750000 Penalty: 4790.353516
	Iteration 20F: 3 clusters Score -1581044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1581058.750000 Penalty: 4790.353516
	Iteration 21Q: 3 clusters Score -1581059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1581072.750000 Penalty: 4790.353516
	Iteration 22Q: 3 clusters Score -1581073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1581082.875000 Penalty: 4790.353516
	Iteration 23Q: 3 clusters Score -1581083 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1581089.500000 Penalty: 4790.353516
	Iteration 24Q: 3 clusters Score -1581090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1581094.625000 Penalty: 4790.353516
	Iteration 25Q: 3 clusters Score -1581095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1581100.625000 Penalty: 4790.353516
	Iteration 26Q: 3 clusters Score -1581101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1581099.875000 Penalty: 4790.353516
	Iteration 27Q: 3 clusters Score -1581100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1581101.500000 Penalty: 4790.353516
	Iteration 28Q: 3 clusters Score -1581102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1581105.250000 Penalty: 4790.353516
	Iteration 29Q: 3 clusters Score -1581105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1581105.875000 Penalty: 4790.353516
	Iteration 30Q: 3 clusters Score -1581106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1581110.125000 Penalty: 4790.353516
	Iteration 31Q: 3 clusters Score -1581110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1581114.875000 Penalty: 4790.353516
	Iteration 32Q: 3 clusters Score -1581115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1581112.250000 Penalty: 4790.353516
	Iteration 33Q: 3 clusters Score -1581112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1581111.625000 Penalty: 4790.353516
	Iteration 34Q: 3 clusters Score -1581112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1581113.250000 Penalty: 4790.353516
	Iteration 35Q: 3 clusters Score -1581113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1581115.875000 Penalty: 4790.353516
	Iteration 36Q: 3 clusters Score -1581116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1581116.625000 Penalty: 4790.353516
	Iteration 37Q: 3 clusters Score -1581117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1581115.125000 Penalty: 4790.353516
	Iteration 38Q: 3 clusters Score -1581115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1581115.625000 Penalty: 4790.353516
	Iteration 39Q: 3 clusters Score -1581116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1581113.750000 Penalty: 4790.353516
	Iteration 40F: 3 clusters Score -1581114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1581113.625000 Penalty: 4790.353516
	Iteration 41Q: 3 clusters Score -1581114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1581115.500000 Penalty: 4790.353516
	Iteration 42Q: 3 clusters Score -1581116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1581114.500000 Penalty: 4790.353516
	Iteration 43Q: 3 clusters Score -1581114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1581114.500000 Penalty: 4790.353516
	Iteration 44F: 3 clusters Score -1581114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Entering Unmasked Estep 
Score: -16098945.000000 Penalty: 2944.444092
	Iteration 0F: 2 clusters Score -1.609894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -16003155.000000 Penalty: 5888.888184
	Iteration 0F: 3 clusters Score -1.600316e+07 nChanged 68129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -16043108.000000 Penalty: 5888.888184
	Iteration 1F: 3 clusters Score -1.604311e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -16044263.000000 Penalty: 5888.888184
	Iteration 2Q: 3 clusters Score -1.604426e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -16046090.000000 Penalty: 5888.888184
	Iteration 3Q: 3 clusters Score -1.604609e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -16048819.000000 Penalty: 5888.888184
	Iteration 4Q: 3 clusters Score -1.604882e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -16052859.000000 Penalty: 5888.888184
	Iteration 5F: 3 clusters Score -1.605286e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -16058273.000000 Penalty: 5888.888184
	Iteration 6F: 3 clusters Score -1.605827e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -16065549.000000 Penalty: 5888.888184
	Iteration 7F: 3 clusters Score -1.606555e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -16073410.000000 Penalty: 5888.888184
	Iteration 8F: 3 clusters Score -1.607341e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 126247 members 
Entering Unmasked Estep 
Score: -16081165.000000 Penalty: 5888.888184
	Iteration 9F: 3 clusters Score -1.608116e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 133674 members 
Entering Unmasked Estep 
Score: -16087774.000000 Penalty: 5888.888184
	Iteration 10F: 3 clusters Score -1.608777e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
Score: -16092412.000000 Penalty: 5888.888184
	Iteration 11Q: 3 clusters Score -1.609241e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 141318 members 
Entering Unmasked Estep 
Score: -16094750.000000 Penalty: 5888.888184
	Iteration 12Q: 3 clusters Score -1.609475e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 142347 members 
Entering Unmasked Estep 
Score: -16095697.000000 Penalty: 5888.888184
	Iteration 13Q: 3 clusters Score -1.60957e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 142696 members 
Entering Unmasked Estep 
Score: -16096026.000000 Penalty: 5888.888184
	Iteration 14Q: 3 clusters Score -1.609603e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -16096126.000000 Penalty: 5888.888184
	Iteration 15Q: 3 clusters Score -1.609613e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 142886 members 
Entering Unmasked Estep 
Score: -16096202.000000 Penalty: 5888.888184
	Iteration 16Q: 3 clusters Score -1.60962e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 142926 members 
Entering Unmasked Estep 
Score: -16096248.000000 Penalty: 5888.888184
	Iteration 17Q: 3 clusters Score -1.609625e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 142948 members 
Entering Unmasked Estep 
Score: -16096293.000000 Penalty: 5888.888184
	Iteration 18Q: 3 clusters Score -1.609629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 142958 members 
Entering Unmasked Estep 
Score: -16096303.000000 Penalty: 5888.888184
	Iteration 19Q: 3 clusters Score -1.60963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 142967 members 
Entering Unmasked Estep 
Score: -16096333.000000 Penalty: 5888.888184
	Iteration 20F: 3 clusters Score -1.609633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 142977 members 
Entering Unmasked Estep 
Score: -16096362.000000 Penalty: 5888.888184
	Iteration 21Q: 3 clusters Score -1.609636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -16096382.000000 Penalty: 5888.888184
	Iteration 22Q: 3 clusters Score -1.609638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -16096383.000000 Penalty: 5888.888184
	Iteration 23Q: 3 clusters Score -1.609638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -16096374.000000 Penalty: 5888.888184
	Iteration 24Q: 3 clusters Score -1.609637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 142983 members 
Entering Unmasked Estep 
Score: -16096394.000000 Penalty: 5888.888184
	Iteration 25Q: 3 clusters Score -1.609639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 142986 members 
Entering Unmasked Estep 
Score: -16096399.000000 Penalty: 5888.888184
	Iteration 26Q: 3 clusters Score -1.60964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 142988 members 
Entering Unmasked Estep 
Score: -16096408.000000 Penalty: 5888.888184
	Iteration 27Q: 3 clusters Score -1.609641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 142986 members 
Entering Unmasked Estep 
Score: -16096428.000000 Penalty: 5888.888184
	Iteration 28Q: 3 clusters Score -1.609643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 142988 members 
Entering Unmasked Estep 
Score: -16096429.000000 Penalty: 5888.888184
	Iteration 29Q: 3 clusters Score -1.609643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 142990 members 
Entering Unmasked Estep 
Score: -16096434.000000 Penalty: 5888.888184
	Iteration 30Q: 3 clusters Score -1.609643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 142992 members 
Entering Unmasked Estep 
Score: -16096432.000000 Penalty: 5888.888184
	Iteration 31Q: 3 clusters Score -1.609643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -16096434.000000 Penalty: 5888.888184
	Iteration 32Q: 3 clusters Score -1.609643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -16096433.000000 Penalty: 5888.888184
	Iteration 33Q: 3 clusters Score -1.609643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -16096430.000000 Penalty: 5888.888184
	Iteration 34Q: 3 clusters Score -1.609643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -16096430.000000 Penalty: 5888.888184
	Iteration 35F: 3 clusters Score -1.609643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Entering Unmasked Estep 
Score: -852348.562500 Penalty: 2217.697998
	Iteration 0F: 2 clusters Score -852348.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -846191.937500 Penalty: 4435.395996
	Iteration 0F: 3 clusters Score -846191.9 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -847951.250000 Penalty: 4435.395996
	Iteration 1F: 3 clusters Score -847951.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -848377.375000 Penalty: 4435.395996
	Iteration 2F: 3 clusters Score -848377.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -848674.312500 Penalty: 4435.395996
	Iteration 3F: 3 clusters Score -848674.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -848913.562500 Penalty: 4435.395996
	Iteration 4F: 3 clusters Score -848913.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -849135.750000 Penalty: 4435.395996
	Iteration 5Q: 3 clusters Score -849135.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -849363.000000 Penalty: 4435.395996
	Iteration 6Q: 3 clusters Score -849363 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -849533.312500 Penalty: 4435.395996
	Iteration 7Q: 3 clusters Score -849533.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -849685.375000 Penalty: 4435.395996
	Iteration 8Q: 3 clusters Score -849685.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -849827.125000 Penalty: 4435.395996
	Iteration 9Q: 3 clusters Score -849827.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -849943.312500 Penalty: 4435.395996
	Iteration 10Q: 3 clusters Score -849943.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -850053.687500 Penalty: 4435.395996
	Iteration 11Q: 3 clusters Score -850053.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -850145.562500 Penalty: 4435.395996
	Iteration 12Q: 3 clusters Score -850145.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -850206.187500 Penalty: 4435.395996
	Iteration 13Q: 3 clusters Score -850206.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -850244.625000 Penalty: 4435.395996
	Iteration 14Q: 3 clusters Score -850244.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -850284.312500 Penalty: 4435.395996
	Iteration 15Q: 3 clusters Score -850284.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -850314.812500 Penalty: 4435.395996
	Iteration 16Q: 3 clusters Score -850314.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -850340.687500 Penalty: 4435.395996
	Iteration 17Q: 3 clusters Score -850340.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -850361.062500 Penalty: 4435.395996
	Iteration 18Q: 3 clusters Score -850361.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -850377.812500 Penalty: 4435.395996
	Iteration 19Q: 3 clusters Score -850377.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -850393.625000 Penalty: 4435.395996
	Iteration 20F: 3 clusters Score -850393.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -850404.312500 Penalty: 4435.395996
	Iteration 21Q: 3 clusters Score -850404.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -850413.437500 Penalty: 4435.395996
	Iteration 22Q: 3 clusters Score -850413.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -850420.687500 Penalty: 4435.395996
	Iteration 23Q: 3 clusters Score -850420.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -850423.437500 Penalty: 4435.395996
	Iteration 24Q: 3 clusters Score -850423.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -850429.312500 Penalty: 4435.395996
	Iteration 25Q: 3 clusters Score -850429.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -850435.500000 Penalty: 4435.395996
	Iteration 26Q: 3 clusters Score -850435.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -850440.250000 Penalty: 4435.395996
	Iteration 27Q: 3 clusters Score -850440.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -850447.562500 Penalty: 4435.395996
	Iteration 28Q: 3 clusters Score -850447.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -850450.937500 Penalty: 4435.395996
	Iteration 29Q: 3 clusters Score -850450.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -850454.000000 Penalty: 4435.395996
	Iteration 30Q: 3 clusters Score -850454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -850457.562500 Penalty: 4435.395996
	Iteration 31Q: 3 clusters Score -850457.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -850459.562500 Penalty: 4435.395996
	Iteration 32Q: 3 clusters Score -850459.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -850462.750000 Penalty: 4435.395996
	Iteration 33Q: 3 clusters Score -850462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -850464.812500 Penalty: 4435.395996
	Iteration 34Q: 3 clusters Score -850464.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -850467.250000 Penalty: 4435.395996
	Iteration 35Q: 3 clusters Score -850467.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -850472.625000 Penalty: 4435.395996
	Iteration 36Q: 3 clusters Score -850472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -850472.750000 Penalty: 4435.395996
	Iteration 37Q: 3 clusters Score -850472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -850475.062500 Penalty: 4435.395996
	Iteration 38Q: 3 clusters Score -850475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -850479.750000 Penalty: 4435.395996
	Iteration 39Q: 3 clusters Score -850479.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -850482.750000 Penalty: 4435.395996
	Iteration 40F: 3 clusters Score -850482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -850486.312500 Penalty: 4435.395996
	Iteration 41Q: 3 clusters Score -850486.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -850486.062500 Penalty: 4435.395996
	Iteration 42Q: 3 clusters Score -850486.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -850491.062500 Penalty: 4435.395996
	Iteration 43Q: 3 clusters Score -850491.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -850493.312500 Penalty: 4435.395996
	Iteration 44Q: 3 clusters Score -850493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -850495.500000 Penalty: 4435.395996
	Iteration 45Q: 3 clusters Score -850495.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -850495.812500 Penalty: 4435.395996
	Iteration 46Q: 3 clusters Score -850495.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -850499.125000 Penalty: 4435.395996
	Iteration 47Q: 3 clusters Score -850499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -850501.875000 Penalty: 4435.395996
	Iteration 48Q: 3 clusters Score -850501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -850503.187500 Penalty: 4435.395996
	Iteration 49Q: 3 clusters Score -850503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -850504.625000 Penalty: 4435.395996
	Iteration 50Q: 3 clusters Score -850504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -850506.750000 Penalty: 4435.395996
	Iteration 51Q: 3 clusters Score -850506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -850510.312500 Penalty: 4435.395996
	Iteration 52Q: 3 clusters Score -850510.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -850511.187500 Penalty: 4435.395996
	Iteration 53Q: 3 clusters Score -850511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -850511.562500 Penalty: 4435.395996
	Iteration 54Q: 3 clusters Score -850511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -850512.437500 Penalty: 4435.395996
	Iteration 55Q: 3 clusters Score -850512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -850513.562500 Penalty: 4435.395996
	Iteration 56Q: 3 clusters Score -850513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -850514.125000 Penalty: 4435.395996
	Iteration 57Q: 3 clusters Score -850514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -850516.625000 Penalty: 4435.395996
	Iteration 58Q: 3 clusters Score -850516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -850517.250000 Penalty: 4435.395996
	Iteration 59Q: 3 clusters Score -850517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -850516.437500 Penalty: 4435.395996
	Iteration 60F: 3 clusters Score -850516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -850517.937500 Penalty: 4435.395996
	Iteration 61Q: 3 clusters Score -850517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -850517.937500 Penalty: 4435.395996
	Iteration 62F: 3 clusters Score -850517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Entering Unmasked Estep 
Score: -4119500.000000 Penalty: 2605.073242
	Iteration 0F: 2 clusters Score -4119500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4094678.250000 Penalty: 5210.146484
	Iteration 0F: 3 clusters Score -4094678 nChanged 16481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -4103630.000000 Penalty: 5210.146484
	Iteration 1F: 3 clusters Score -4103630 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4104299.750000 Penalty: 5210.146484
	Iteration 2F: 3 clusters Score -4104300 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4105035.500000 Penalty: 5210.146484
	Iteration 3Q: 3 clusters Score -4105036 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4105890.000000 Penalty: 5210.146484
	Iteration 4Q: 3 clusters Score -4105890 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4106759.250000 Penalty: 5210.146484
	Iteration 5Q: 3 clusters Score -4106759 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4107743.250000 Penalty: 5210.146484
	Iteration 6F: 3 clusters Score -4107743 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4108767.000000 Penalty: 5210.146484
	Iteration 7F: 3 clusters Score -4108767 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4109894.000000 Penalty: 5210.146484
	Iteration 8F: 3 clusters Score -4109894 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4110950.250000 Penalty: 5210.146484
	Iteration 9F: 3 clusters Score -4110950 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -4111858.250000 Penalty: 5210.146484
	Iteration 10Q: 3 clusters Score -4111858 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4112606.500000 Penalty: 5210.146484
	Iteration 11Q: 3 clusters Score -4112606 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4113221.000000 Penalty: 5210.146484
	Iteration 12Q: 3 clusters Score -4113221 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4113748.500000 Penalty: 5210.146484
	Iteration 13Q: 3 clusters Score -4113748 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4114185.750000 Penalty: 5210.146484
	Iteration 14Q: 3 clusters Score -4114186 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4114639.250000 Penalty: 5210.146484
	Iteration 15Q: 3 clusters Score -4114639 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4115055.250000 Penalty: 5210.146484
	Iteration 16Q: 3 clusters Score -4115055 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4115512.000000 Penalty: 5210.146484
	Iteration 17Q: 3 clusters Score -4115512 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4115931.500000 Penalty: 5210.146484
	Iteration 18Q: 3 clusters Score -4115932 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4116293.000000 Penalty: 5210.146484
	Iteration 19Q: 3 clusters Score -4116293 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4116578.000000 Penalty: 5210.146484
	Iteration 20F: 3 clusters Score -4116578 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -4116841.000000 Penalty: 5210.146484
	Iteration 21Q: 3 clusters Score -4116841 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4117041.500000 Penalty: 5210.146484
	Iteration 22Q: 3 clusters Score -4117042 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -4117292.750000 Penalty: 5210.146484
	Iteration 23Q: 3 clusters Score -4117293 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4117454.750000 Penalty: 5210.146484
	Iteration 24Q: 3 clusters Score -4117455 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4117618.500000 Penalty: 5210.146484
	Iteration 25Q: 3 clusters Score -4117618 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4117750.750000 Penalty: 5210.146484
	Iteration 26Q: 3 clusters Score -4117751 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -4117881.750000 Penalty: 5210.146484
	Iteration 27Q: 3 clusters Score -4117882 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -4117989.750000 Penalty: 5210.146484
	Iteration 28Q: 3 clusters Score -4117990 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -4118071.750000 Penalty: 5210.146484
	Iteration 29Q: 3 clusters Score -4118072 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -4118138.250000 Penalty: 5210.146484
	Iteration 30Q: 3 clusters Score -4118138 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4118208.250000 Penalty: 5210.146484
	Iteration 31Q: 3 clusters Score -4118208 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -4118256.750000 Penalty: 5210.146484
	Iteration 32Q: 3 clusters Score -4118257 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -4118304.250000 Penalty: 5210.146484
	Iteration 33Q: 3 clusters Score -4118304 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4118406.750000 Penalty: 5210.146484
	Iteration 34Q: 3 clusters Score -4118407 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4118478.500000 Penalty: 5210.146484
	Iteration 35Q: 3 clusters Score -4118478 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4118546.500000 Penalty: 5210.146484
	Iteration 36Q: 3 clusters Score -4118546 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -4118631.250000 Penalty: 5210.146484
	Iteration 37Q: 3 clusters Score -4118631 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -4118717.250000 Penalty: 5210.146484
	Iteration 38Q: 3 clusters Score -4118717 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4118788.250000 Penalty: 5210.146484
	Iteration 39Q: 3 clusters Score -4118788 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4118866.750000 Penalty: 5210.146484
	Iteration 40F: 3 clusters Score -4118867 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -4118945.750000 Penalty: 5210.146484
	Iteration 41Q: 3 clusters Score -4118946 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -4119010.000000 Penalty: 5210.146484
	Iteration 42Q: 3 clusters Score -4119010 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -4119088.750000 Penalty: 5210.146484
	Iteration 43Q: 3 clusters Score -4119089 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -4119135.500000 Penalty: 5210.146484
	Iteration 44Q: 3 clusters Score -4119136 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4119161.000000 Penalty: 5210.146484
	Iteration 45Q: 3 clusters Score -4119161 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4119192.000000 Penalty: 5210.146484
	Iteration 46Q: 3 clusters Score -4119192 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4119203.500000 Penalty: 5210.146484
	Iteration 47Q: 3 clusters Score -4119204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4119229.250000 Penalty: 5210.146484
	Iteration 48Q: 3 clusters Score -4119229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -4119237.750000 Penalty: 5210.146484
	Iteration 49Q: 3 clusters Score -4119238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4119242.250000 Penalty: 5210.146484
	Iteration 50Q: 3 clusters Score -4119242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -4119252.500000 Penalty: 5210.146484
	Iteration 51Q: 3 clusters Score -4119252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4119254.000000 Penalty: 5210.146484
	Iteration 52Q: 3 clusters Score -4119254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4119256.250000 Penalty: 5210.146484
	Iteration 53Q: 3 clusters Score -4119256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4119266.250000 Penalty: 5210.146484
	Iteration 54Q: 3 clusters Score -4119266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4119274.750000 Penalty: 5210.146484
	Iteration 55Q: 3 clusters Score -4119275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -4119284.750000 Penalty: 5210.146484
	Iteration 56Q: 3 clusters Score -4119285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4119277.500000 Penalty: 5210.146484
	Iteration 57Q: 3 clusters Score -4119278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4119273.250000 Penalty: 5210.146484
	Iteration 58Q: 3 clusters Score -4119273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4119274.750000 Penalty: 5210.146484
	Iteration 59Q: 3 clusters Score -4119275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4119277.000000 Penalty: 5210.146484
	Iteration 60F: 3 clusters Score -4119277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4119282.000000 Penalty: 5210.146484
	Iteration 61Q: 3 clusters Score -4119282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -4119281.500000 Penalty: 5210.146484
	Iteration 62Q: 3 clusters Score -4119282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4119285.500000 Penalty: 5210.146484
	Iteration 63Q: 3 clusters Score -4119286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4119280.000000 Penalty: 5210.146484
	Iteration 64Q: 3 clusters Score -4119280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -4119277.000000 Penalty: 5210.146484
	Iteration 65Q: 3 clusters Score -4119277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4119283.250000 Penalty: 5210.146484
	Iteration 66Q: 3 clusters Score -4119283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4119281.000000 Penalty: 5210.146484
	Iteration 67Q: 3 clusters Score -4119281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4119281.000000 Penalty: 5210.146484
	Iteration 68F: 3 clusters Score -4119281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Entering Unmasked Estep 
Score: -1083840.375000 Penalty: 2285.573975
	Iteration 0F: 2 clusters Score -1083840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1076134.625000 Penalty: 4571.147949
	Iteration 0F: 3 clusters Score -1076135 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1078465.875000 Penalty: 4571.147949
	Iteration 1F: 3 clusters Score -1078466 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1078805.000000 Penalty: 4571.147949
	Iteration 2F: 3 clusters Score -1078805 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1079082.375000 Penalty: 4571.147949
	Iteration 3F: 3 clusters Score -1079082 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1079351.000000 Penalty: 4571.147949
	Iteration 4F: 3 clusters Score -1079351 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1079607.625000 Penalty: 4571.147949
	Iteration 5Q: 3 clusters Score -1079608 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1079870.625000 Penalty: 4571.147949
	Iteration 6Q: 3 clusters Score -1079871 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1080171.625000 Penalty: 4571.147949
	Iteration 7Q: 3 clusters Score -1080172 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1080471.750000 Penalty: 4571.147949
	Iteration 8Q: 3 clusters Score -1080472 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1080757.750000 Penalty: 4571.147949
	Iteration 9Q: 3 clusters Score -1080758 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1081044.750000 Penalty: 4571.147949
	Iteration 10Q: 3 clusters Score -1081045 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1081269.375000 Penalty: 4571.147949
	Iteration 11Q: 3 clusters Score -1081269 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1081448.250000 Penalty: 4571.147949
	Iteration 12Q: 3 clusters Score -1081448 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1081584.125000 Penalty: 4571.147949
	Iteration 13Q: 3 clusters Score -1081584 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1081685.875000 Penalty: 4571.147949
	Iteration 14Q: 3 clusters Score -1081686 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1081766.000000 Penalty: 4571.147949
	Iteration 15Q: 3 clusters Score -1081766 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1081837.250000 Penalty: 4571.147949
	Iteration 16Q: 3 clusters Score -1081837 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1081905.500000 Penalty: 4571.147949
	Iteration 17Q: 3 clusters Score -1081906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1081969.000000 Penalty: 4571.147949
	Iteration 18Q: 3 clusters Score -1081969 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1082027.750000 Penalty: 4571.147949
	Iteration 19Q: 3 clusters Score -1082028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1082084.625000 Penalty: 4571.147949
	Iteration 20F: 3 clusters Score -1082085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1082138.750000 Penalty: 4571.147949
	Iteration 21Q: 3 clusters Score -1082139 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1082193.875000 Penalty: 4571.147949
	Iteration 22Q: 3 clusters Score -1082194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1082233.125000 Penalty: 4571.147949
	Iteration 23Q: 3 clusters Score -1082233 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1082266.000000 Penalty: 4571.147949
	Iteration 24Q: 3 clusters Score -1082266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1082294.500000 Penalty: 4571.147949
	Iteration 25Q: 3 clusters Score -1082294 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1082331.125000 Penalty: 4571.147949
	Iteration 26Q: 3 clusters Score -1082331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1082358.625000 Penalty: 4571.147949
	Iteration 27Q: 3 clusters Score -1082359 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1082383.000000 Penalty: 4571.147949
	Iteration 28Q: 3 clusters Score -1082383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1082402.500000 Penalty: 4571.147949
	Iteration 29Q: 3 clusters Score -1082402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1082418.125000 Penalty: 4571.147949
	Iteration 30Q: 3 clusters Score -1082418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1082426.375000 Penalty: 4571.147949
	Iteration 31Q: 3 clusters Score -1082426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1082434.500000 Penalty: 4571.147949
	Iteration 32Q: 3 clusters Score -1082434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1082438.625000 Penalty: 4571.147949
	Iteration 33Q: 3 clusters Score -1082439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1082447.625000 Penalty: 4571.147949
	Iteration 34Q: 3 clusters Score -1082448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1082451.250000 Penalty: 4571.147949
	Iteration 35Q: 3 clusters Score -1082451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1082460.125000 Penalty: 4571.147949
	Iteration 36Q: 3 clusters Score -1082460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1082466.250000 Penalty: 4571.147949
	Iteration 37Q: 3 clusters Score -1082466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1082471.875000 Penalty: 4571.147949
	Iteration 38Q: 3 clusters Score -1082472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1082474.500000 Penalty: 4571.147949
	Iteration 39Q: 3 clusters Score -1082474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1082475.750000 Penalty: 4571.147949
	Iteration 40F: 3 clusters Score -1082476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1082477.750000 Penalty: 4571.147949
	Iteration 41Q: 3 clusters Score -1082478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1082476.500000 Penalty: 4571.147949
	Iteration 42Q: 3 clusters Score -1082476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1082479.250000 Penalty: 4571.147949
	Iteration 43Q: 3 clusters Score -1082479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1082481.625000 Penalty: 4571.147949
	Iteration 44Q: 3 clusters Score -1082482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1082484.500000 Penalty: 4571.147949
	Iteration 45Q: 3 clusters Score -1082484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1082487.375000 Penalty: 4571.147949
	Iteration 46Q: 3 clusters Score -1082487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1082488.625000 Penalty: 4571.147949
	Iteration 47Q: 3 clusters Score -1082489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1082489.375000 Penalty: 4571.147949
	Iteration 48Q: 3 clusters Score -1082489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1082491.000000 Penalty: 4571.147949
	Iteration 49Q: 3 clusters Score -1082491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1082495.500000 Penalty: 4571.147949
	Iteration 50Q: 3 clusters Score -1082496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1082499.375000 Penalty: 4571.147949
	Iteration 51Q: 3 clusters Score -1082499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1082500.625000 Penalty: 4571.147949
	Iteration 52Q: 3 clusters Score -1082501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1082498.125000 Penalty: 4571.147949
	Iteration 53Q: 3 clusters Score -1082498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1082502.125000 Penalty: 4571.147949
	Iteration 54Q: 3 clusters Score -1082502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1082502.500000 Penalty: 4571.147949
	Iteration 55Q: 3 clusters Score -1082502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1082502.500000 Penalty: 4571.147949
	Iteration 56Q: 3 clusters Score -1082502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1082501.625000 Penalty: 4571.147949
	Iteration 57Q: 3 clusters Score -1082502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1082503.375000 Penalty: 4571.147949
	Iteration 58Q: 3 clusters Score -1082503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1082503.750000 Penalty: 4571.147949
	Iteration 59Q: 3 clusters Score -1082504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1082503.750000 Penalty: 4571.147949
	Iteration 60F: 3 clusters Score -1082504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Entering Unmasked Estep 
Score: -12424762.000000 Penalty: 2879.861816
	Iteration 0F: 2 clusters Score -1.242476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -12350469.000000 Penalty: 5759.723633
	Iteration 0F: 3 clusters Score -1.235047e+07 nChanged 52544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -12380666.000000 Penalty: 5759.723633
	Iteration 1F: 3 clusters Score -1.238067e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -12381696.000000 Penalty: 5759.723633
	Iteration 2Q: 3 clusters Score -1.23817e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -12382843.000000 Penalty: 5759.723633
	Iteration 3Q: 3 clusters Score -1.238284e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -12384486.000000 Penalty: 5759.723633
	Iteration 4Q: 3 clusters Score -1.238449e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -12386557.000000 Penalty: 5759.723633
	Iteration 5Q: 3 clusters Score -1.238656e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -12389448.000000 Penalty: 5759.723633
	Iteration 6F: 3 clusters Score -1.238945e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -12392991.000000 Penalty: 5759.723633
	Iteration 7F: 3 clusters Score -1.239299e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -12397003.000000 Penalty: 5759.723633
	Iteration 8F: 3 clusters Score -1.2397e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -12401766.000000 Penalty: 5759.723633
	Iteration 9F: 3 clusters Score -1.240177e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -12407180.000000 Penalty: 5759.723633
	Iteration 10F: 3 clusters Score -1.240718e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -12412783.000000 Penalty: 5759.723633
	Iteration 11F: 3 clusters Score -1.241278e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104719 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -12417672.000000 Penalty: 5759.723633
	Iteration 12Q: 3 clusters Score -1.241767e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -12420509.000000 Penalty: 5759.723633
	Iteration 13Q: 3 clusters Score -1.242051e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -12421752.000000 Penalty: 5759.723633
	Iteration 14Q: 3 clusters Score -1.242175e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12422151.000000 Penalty: 5759.723633
	Iteration 15Q: 3 clusters Score -1.242215e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12422342.000000 Penalty: 5759.723633
	Iteration 16Q: 3 clusters Score -1.242234e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12422432.000000 Penalty: 5759.723633
	Iteration 17Q: 3 clusters Score -1.242243e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109898 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12422466.000000 Penalty: 5759.723633
	Iteration 18Q: 3 clusters Score -1.242247e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12422541.000000 Penalty: 5759.723633
	Iteration 19Q: 3 clusters Score -1.242254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109923 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12422541.000000 Penalty: 5759.723633
	Iteration 20F: 3 clusters Score -1.242254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12422569.000000 Penalty: 5759.723633
	Iteration 21Q: 3 clusters Score -1.242257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12422558.000000 Penalty: 5759.723633
	Iteration 22Q: 3 clusters Score -1.242256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109937 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12422561.000000 Penalty: 5759.723633
	Iteration 23Q: 3 clusters Score -1.242256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12422589.000000 Penalty: 5759.723633
	Iteration 24Q: 3 clusters Score -1.242259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12422603.000000 Penalty: 5759.723633
	Iteration 25Q: 3 clusters Score -1.24226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12422608.000000 Penalty: 5759.723633
	Iteration 26Q: 3 clusters Score -1.242261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12422608.000000 Penalty: 5759.723633
	Iteration 27Q: 3 clusters Score -1.242261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12422626.000000 Penalty: 5759.723633
	Iteration 28Q: 3 clusters Score -1.242263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12422637.000000 Penalty: 5759.723633
	Iteration 29Q: 3 clusters Score -1.242264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12422629.000000 Penalty: 5759.723633
	Iteration 30Q: 3 clusters Score -1.242263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109927 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12422626.000000 Penalty: 5759.723633
	Iteration 31Q: 3 clusters Score -1.242263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109926 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12422631.000000 Penalty: 5759.723633
	Iteration 32Q: 3 clusters Score -1.242263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109921 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12422631.000000 Penalty: 5759.723633
	Iteration 33Q: 3 clusters Score -1.242263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12422647.000000 Penalty: 5759.723633
	Iteration 34Q: 3 clusters Score -1.242265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109915 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12422649.000000 Penalty: 5759.723633
	Iteration 35Q: 3 clusters Score -1.242265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109915 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12422632.000000 Penalty: 5759.723633
	Iteration 36Q: 3 clusters Score -1.242263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12422645.000000 Penalty: 5759.723633
	Iteration 37Q: 3 clusters Score -1.242264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12422642.000000 Penalty: 5759.723633
	Iteration 38Q: 3 clusters Score -1.242264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12422644.000000 Penalty: 5759.723633
	Iteration 39Q: 3 clusters Score -1.242264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12422651.000000 Penalty: 5759.723633
	Iteration 40F: 3 clusters Score -1.242265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12422660.000000 Penalty: 5759.723633
	Iteration 41Q: 3 clusters Score -1.242266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109921 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12422665.000000 Penalty: 5759.723633
	Iteration 42Q: 3 clusters Score -1.242266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12422664.000000 Penalty: 5759.723633
	Iteration 43Q: 3 clusters Score -1.242266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12422664.000000 Penalty: 5759.723633
	Iteration 44Q: 3 clusters Score -1.242266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12422664.000000 Penalty: 5759.723633
	Iteration 45F: 3 clusters Score -1.242266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -539609.125000 Penalty: 2112.412598
	Iteration 0F: 2 clusters Score -539609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -535089.312500 Penalty: 4224.825195
	Iteration 0F: 3 clusters Score -535089.3 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -536248.375000 Penalty: 4224.825195
	Iteration 1F: 3 clusters Score -536248.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -536488.250000 Penalty: 4224.825195
	Iteration 2F: 3 clusters Score -536488.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -536687.062500 Penalty: 4224.825195
	Iteration 3F: 3 clusters Score -536687.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -536830.875000 Penalty: 4224.825195
	Iteration 4Q: 3 clusters Score -536830.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -536941.125000 Penalty: 4224.825195
	Iteration 5Q: 3 clusters Score -536941.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -537036.750000 Penalty: 4224.825195
	Iteration 6Q: 3 clusters Score -537036.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -537110.937500 Penalty: 4224.825195
	Iteration 7Q: 3 clusters Score -537110.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -537176.687500 Penalty: 4224.825195
	Iteration 8Q: 3 clusters Score -537176.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -537239.250000 Penalty: 4224.825195
	Iteration 9Q: 3 clusters Score -537239.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -537304.750000 Penalty: 4224.825195
	Iteration 10Q: 3 clusters Score -537304.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -537389.312500 Penalty: 4224.825195
	Iteration 11Q: 3 clusters Score -537389.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -537469.187500 Penalty: 4224.825195
	Iteration 12Q: 3 clusters Score -537469.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -537552.750000 Penalty: 4224.825195
	Iteration 13Q: 3 clusters Score -537552.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -537649.312500 Penalty: 4224.825195
	Iteration 14Q: 3 clusters Score -537649.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -537743.875000 Penalty: 4224.825195
	Iteration 15Q: 3 clusters Score -537743.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -537852.000000 Penalty: 4224.825195
	Iteration 16Q: 3 clusters Score -537852 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -537993.312500 Penalty: 4224.825195
	Iteration 17Q: 3 clusters Score -537993.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -538126.812500 Penalty: 4224.825195
	Iteration 18Q: 3 clusters Score -538126.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -538241.562500 Penalty: 4224.825195
	Iteration 19Q: 3 clusters Score -538241.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -538331.062500 Penalty: 4224.825195
	Iteration 20F: 3 clusters Score -538331.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -538384.500000 Penalty: 4224.825195
	Iteration 21Q: 3 clusters Score -538384.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -538425.312500 Penalty: 4224.825195
	Iteration 22Q: 3 clusters Score -538425.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -538456.125000 Penalty: 4224.825195
	Iteration 23Q: 3 clusters Score -538456.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -538478.437500 Penalty: 4224.825195
	Iteration 24Q: 3 clusters Score -538478.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -538491.062500 Penalty: 4224.825195
	Iteration 25Q: 3 clusters Score -538491.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -538503.750000 Penalty: 4224.825195
	Iteration 26Q: 3 clusters Score -538503.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -538511.125000 Penalty: 4224.825195
	Iteration 27Q: 3 clusters Score -538511.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -538517.000000 Penalty: 4224.825195
	Iteration 28Q: 3 clusters Score -538517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -538521.187500 Penalty: 4224.825195
	Iteration 29Q: 3 clusters Score -538521.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -538525.375000 Penalty: 4224.825195
	Iteration 30Q: 3 clusters Score -538525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -538530.312500 Penalty: 4224.825195
	Iteration 31Q: 3 clusters Score -538530.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -538535.062500 Penalty: 4224.825195
	Iteration 32Q: 3 clusters Score -538535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -538537.500000 Penalty: 4224.825195
	Iteration 33Q: 3 clusters Score -538537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -538539.937500 Penalty: 4224.825195
	Iteration 34Q: 3 clusters Score -538539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -538542.562500 Penalty: 4224.825195
	Iteration 35Q: 3 clusters Score -538542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -538542.437500 Penalty: 4224.825195
	Iteration 36Q: 3 clusters Score -538542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -538542.437500 Penalty: 4224.825195
	Iteration 37Q: 3 clusters Score -538542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -538542.437500 Penalty: 4224.825195
	Iteration 38F: 3 clusters Score -538542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Entering Unmasked Estep 
Score: -568066.500000 Penalty: 2130.153320
	Iteration 0F: 2 clusters Score -568066.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -563268.625000 Penalty: 4260.306641
	Iteration 0F: 3 clusters Score -563268.6 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -564421.000000 Penalty: 4260.306641
	Iteration 1F: 3 clusters Score -564421 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -564700.562500 Penalty: 4260.306641
	Iteration 2F: 3 clusters Score -564700.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -564884.250000 Penalty: 4260.306641
	Iteration 3F: 3 clusters Score -564884.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -565015.187500 Penalty: 4260.306641
	Iteration 4Q: 3 clusters Score -565015.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -565146.625000 Penalty: 4260.306641
	Iteration 5Q: 3 clusters Score -565146.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -565249.375000 Penalty: 4260.306641
	Iteration 6Q: 3 clusters Score -565249.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -565341.312500 Penalty: 4260.306641
	Iteration 7Q: 3 clusters Score -565341.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -565425.500000 Penalty: 4260.306641
	Iteration 8Q: 3 clusters Score -565425.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -565511.250000 Penalty: 4260.306641
	Iteration 9Q: 3 clusters Score -565511.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -565593.187500 Penalty: 4260.306641
	Iteration 10Q: 3 clusters Score -565593.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -565662.375000 Penalty: 4260.306641
	Iteration 11Q: 3 clusters Score -565662.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -565732.875000 Penalty: 4260.306641
	Iteration 12Q: 3 clusters Score -565732.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -565792.937500 Penalty: 4260.306641
	Iteration 13Q: 3 clusters Score -565792.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -565842.187500 Penalty: 4260.306641
	Iteration 14Q: 3 clusters Score -565842.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -565889.937500 Penalty: 4260.306641
	Iteration 15Q: 3 clusters Score -565889.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -565943.375000 Penalty: 4260.306641
	Iteration 16Q: 3 clusters Score -565943.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -565982.937500 Penalty: 4260.306641
	Iteration 17Q: 3 clusters Score -565982.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -566015.500000 Penalty: 4260.306641
	Iteration 18Q: 3 clusters Score -566015.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -566047.125000 Penalty: 4260.306641
	Iteration 19Q: 3 clusters Score -566047.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -566066.437500 Penalty: 4260.306641
	Iteration 20F: 3 clusters Score -566066.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -566088.562500 Penalty: 4260.306641
	Iteration 21Q: 3 clusters Score -566088.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -566104.687500 Penalty: 4260.306641
	Iteration 22Q: 3 clusters Score -566104.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -566118.000000 Penalty: 4260.306641
	Iteration 23Q: 3 clusters Score -566118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -566133.312500 Penalty: 4260.306641
	Iteration 24Q: 3 clusters Score -566133.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -566144.250000 Penalty: 4260.306641
	Iteration 25Q: 3 clusters Score -566144.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -566154.750000 Penalty: 4260.306641
	Iteration 26Q: 3 clusters Score -566154.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -566162.687500 Penalty: 4260.306641
	Iteration 27Q: 3 clusters Score -566162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -566166.625000 Penalty: 4260.306641
	Iteration 28Q: 3 clusters Score -566166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -566170.187500 Penalty: 4260.306641
	Iteration 29Q: 3 clusters Score -566170.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -566174.687500 Penalty: 4260.306641
	Iteration 30Q: 3 clusters Score -566174.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -566179.062500 Penalty: 4260.306641
	Iteration 31Q: 3 clusters Score -566179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -566181.000000 Penalty: 4260.306641
	Iteration 32Q: 3 clusters Score -566181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -566182.875000 Penalty: 4260.306641
	Iteration 33Q: 3 clusters Score -566182.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -566185.625000 Penalty: 4260.306641
	Iteration 34Q: 3 clusters Score -566185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -566189.250000 Penalty: 4260.306641
	Iteration 35Q: 3 clusters Score -566189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -566191.250000 Penalty: 4260.306641
	Iteration 36Q: 3 clusters Score -566191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -566193.687500 Penalty: 4260.306641
	Iteration 37Q: 3 clusters Score -566193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -566193.687500 Penalty: 4260.306641
	Iteration 38F: 3 clusters Score -566193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Entering Unmasked Estep 
Score: -744091.875000 Penalty: 2215.254395
	Iteration 0F: 2 clusters Score -744091.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -738006.125000 Penalty: 4430.508789
	Iteration 0F: 3 clusters Score -738006.1 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -739986.250000 Penalty: 4430.508789
	Iteration 1F: 3 clusters Score -739986.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -740643.125000 Penalty: 4430.508789
	Iteration 2F: 3 clusters Score -740643.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -741315.625000 Penalty: 4430.508789
	Iteration 3F: 3 clusters Score -741315.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -741864.250000 Penalty: 4430.508789
	Iteration 4F: 3 clusters Score -741864.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -742340.250000 Penalty: 4430.508789
	Iteration 5F: 3 clusters Score -742340.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -742658.812500 Penalty: 4430.508789
	Iteration 6F: 3 clusters Score -742658.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -742858.812500 Penalty: 4430.508789
	Iteration 7Q: 3 clusters Score -742858.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -743022.062500 Penalty: 4430.508789
	Iteration 8Q: 3 clusters Score -743022.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -743141.500000 Penalty: 4430.508789
	Iteration 9Q: 3 clusters Score -743141.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -743221.062500 Penalty: 4430.508789
	Iteration 10Q: 3 clusters Score -743221.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -743277.500000 Penalty: 4430.508789
	Iteration 11Q: 3 clusters Score -743277.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -743326.312500 Penalty: 4430.508789
	Iteration 12Q: 3 clusters Score -743326.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -743365.687500 Penalty: 4430.508789
	Iteration 13Q: 3 clusters Score -743365.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -743396.062500 Penalty: 4430.508789
	Iteration 14Q: 3 clusters Score -743396.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -743430.312500 Penalty: 4430.508789
	Iteration 15Q: 3 clusters Score -743430.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -743465.625000 Penalty: 4430.508789
	Iteration 16Q: 3 clusters Score -743465.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -743498.312500 Penalty: 4430.508789
	Iteration 17Q: 3 clusters Score -743498.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -743530.812500 Penalty: 4430.508789
	Iteration 18Q: 3 clusters Score -743530.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -743569.937500 Penalty: 4430.508789
	Iteration 19Q: 3 clusters Score -743569.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -743595.625000 Penalty: 4430.508789
	Iteration 20F: 3 clusters Score -743595.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -743618.250000 Penalty: 4430.508789
	Iteration 21Q: 3 clusters Score -743618.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -743639.937500 Penalty: 4430.508789
	Iteration 22Q: 3 clusters Score -743639.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -743658.625000 Penalty: 4430.508789
	Iteration 23Q: 3 clusters Score -743658.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -743676.500000 Penalty: 4430.508789
	Iteration 24Q: 3 clusters Score -743676.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -743698.187500 Penalty: 4430.508789
	Iteration 25Q: 3 clusters Score -743698.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -743718.875000 Penalty: 4430.508789
	Iteration 26Q: 3 clusters Score -743718.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -743732.000000 Penalty: 4430.508789
	Iteration 27Q: 3 clusters Score -743732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -743745.125000 Penalty: 4430.508789
	Iteration 28Q: 3 clusters Score -743745.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -743751.000000 Penalty: 4430.508789
	Iteration 29Q: 3 clusters Score -743751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -743760.250000 Penalty: 4430.508789
	Iteration 30Q: 3 clusters Score -743760.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -743770.062500 Penalty: 4430.508789
	Iteration 31Q: 3 clusters Score -743770.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -743781.125000 Penalty: 4430.508789
	Iteration 32Q: 3 clusters Score -743781.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -743798.125000 Penalty: 4430.508789
	Iteration 33Q: 3 clusters Score -743798.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -743832.000000 Penalty: 4430.508789
	Iteration 34Q: 3 clusters Score -743832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -743870.500000 Penalty: 4430.508789
	Iteration 35Q: 3 clusters Score -743870.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -743903.562500 Penalty: 4430.508789
	Iteration 36Q: 3 clusters Score -743903.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -743946.687500 Penalty: 4430.508789
	Iteration 37Q: 3 clusters Score -743946.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -744006.375000 Penalty: 4430.508789
	Iteration 38Q: 3 clusters Score -744006.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -744062.375000 Penalty: 4430.508789
	Iteration 39Q: 3 clusters Score -744062.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -744151.562500 Penalty: 4430.508789
	Iteration 40F: 3 clusters Score -744151.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -744227.375000 Penalty: 4430.508789
	Iteration 41Q: 3 clusters Score -744227.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -744267.500000 Penalty: 4430.508789
	Iteration 42Q: 3 clusters Score -744267.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -744294.312500 Penalty: 4430.508789
	Iteration 43Q: 3 clusters Score -744294.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -744321.812500 Penalty: 4430.508789
	Iteration 44Q: 3 clusters Score -744321.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -744346.062500 Penalty: 4430.508789
	Iteration 45Q: 3 clusters Score -744346.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -744360.625000 Penalty: 4430.508789
	Iteration 46Q: 3 clusters Score -744360.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -744365.750000 Penalty: 4430.508789
	Iteration 47Q: 3 clusters Score -744365.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -744369.875000 Penalty: 4430.508789
	Iteration 48Q: 3 clusters Score -744369.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -744376.375000 Penalty: 4430.508789
	Iteration 49Q: 3 clusters Score -744376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -744377.312500 Penalty: 4430.508789
	Iteration 50Q: 3 clusters Score -744377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -744380.187500 Penalty: 4430.508789
	Iteration 51Q: 3 clusters Score -744380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -744383.125000 Penalty: 4430.508789
	Iteration 52Q: 3 clusters Score -744383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -744383.812500 Penalty: 4430.508789
	Iteration 53Q: 3 clusters Score -744383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -744386.000000 Penalty: 4430.508789
	Iteration 54Q: 3 clusters Score -744386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -744384.875000 Penalty: 4430.508789
	Iteration 55Q: 3 clusters Score -744384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -744386.500000 Penalty: 4430.508789
	Iteration 56Q: 3 clusters Score -744386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -744386.812500 Penalty: 4430.508789
	Iteration 57Q: 3 clusters Score -744386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -744386.812500 Penalty: 4430.508789
	Iteration 58F: 3 clusters Score -744386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 53826 members 
Mstep: Class 4 contains 214352 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 15646 members 
Mstep: Class 9 contains 143309 members 
Mstep: Class 10 contains 7649 members 
Mstep: Class 11 contains 36473 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110453 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 128600 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 21 contains 5942 members 
Mstep: Class 22 contains 12624 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7434 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 11900 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9614 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12313 members 
Mstep: Class 34 contains 5896 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5102 members 
Mstep: Class 39 contains 12222 members 
Mstep: Class 40 contains 24723 members 
Mstep: Class 41 contains 5376 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32590 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 44091 members 
Mstep: Class 47 contains 57620 members 
Mstep: Class 48 contains 4643 members 
Mstep: Class 49 contains 4913 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3177 members 
Mstep: Class 53 contains 8117 members 
Mstep: Class 54 contains 9734 members 
Mstep: Class 55 contains 1923 members 
Mstep: Class 56 contains 13338 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8169 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21095 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8329 members 
Mstep: Class 63 contains 4919 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 12060 members 
Mstep: Class 66 contains 3004 members 
Entering Unmasked Estep 
Score: -139292864.000000 Penalty: 230321.296875
Splitting cluster 16 changes total score from -139290624.000000 to -139292864.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 17 (128600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Entering Unmasked Estep 
Score: -14490899.000000 Penalty: 2917.586670
	Iteration 0F: 2 clusters Score -1.44909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -14404916.000000 Penalty: 5835.173340
	Iteration 0F: 3 clusters Score -1.440492e+07 nChanged 61326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -14440477.000000 Penalty: 5835.173340
	Iteration 1F: 3 clusters Score -1.444048e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -14441439.000000 Penalty: 5835.173340
	Iteration 2Q: 3 clusters Score -1.444144e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -14442720.000000 Penalty: 5835.173340
	Iteration 3Q: 3 clusters Score -1.444272e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -14444249.000000 Penalty: 5835.173340
	Iteration 4Q: 3 clusters Score -1.444425e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -14445906.000000 Penalty: 5835.173340
	Iteration 5Q: 3 clusters Score -1.444591e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -14448394.000000 Penalty: 5835.173340
	Iteration 6Q: 3 clusters Score -1.444839e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -14452179.000000 Penalty: 5835.173340
	Iteration 7F: 3 clusters Score -1.445218e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -14457487.000000 Penalty: 5835.173340
	Iteration 8F: 3 clusters Score -1.445749e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -14465166.000000 Penalty: 5835.173340
	Iteration 9F: 3 clusters Score -1.446517e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -14473046.000000 Penalty: 5835.173340
	Iteration 10F: 3 clusters Score -1.447305e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118523 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -14479890.000000 Penalty: 5835.173340
	Iteration 11F: 3 clusters Score -1.447989e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123563 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -14484291.000000 Penalty: 5835.173340
	Iteration 12Q: 3 clusters Score -1.448429e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126235 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -14486703.000000 Penalty: 5835.173340
	Iteration 13Q: 3 clusters Score -1.44867e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14487622.000000 Penalty: 5835.173340
	Iteration 14Q: 3 clusters Score -1.448762e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -14487998.000000 Penalty: 5835.173340
	Iteration 15Q: 3 clusters Score -1.4488e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127989 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14488137.000000 Penalty: 5835.173340
	Iteration 16Q: 3 clusters Score -1.448814e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128066 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -14488240.000000 Penalty: 5835.173340
	Iteration 17Q: 3 clusters Score -1.448824e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128096 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -14488290.000000 Penalty: 5835.173340
	Iteration 18Q: 3 clusters Score -1.448829e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128126 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14488335.000000 Penalty: 5835.173340
	Iteration 19Q: 3 clusters Score -1.448834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128138 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -14488361.000000 Penalty: 5835.173340
	Iteration 20F: 3 clusters Score -1.448836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128149 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14488396.000000 Penalty: 5835.173340
	Iteration 21Q: 3 clusters Score -1.44884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128156 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -14488429.000000 Penalty: 5835.173340
	Iteration 22Q: 3 clusters Score -1.448843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -14488431.000000 Penalty: 5835.173340
	Iteration 23Q: 3 clusters Score -1.448843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -14488431.000000 Penalty: 5835.173340
	Iteration 24Q: 3 clusters Score -1.448843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128168 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -14488442.000000 Penalty: 5835.173340
	Iteration 25Q: 3 clusters Score -1.448844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -14488448.000000 Penalty: 5835.173340
	Iteration 26Q: 3 clusters Score -1.448845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14488464.000000 Penalty: 5835.173340
	Iteration 27Q: 3 clusters Score -1.448846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128173 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -14488456.000000 Penalty: 5835.173340
	Iteration 28Q: 3 clusters Score -1.448846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14488462.000000 Penalty: 5835.173340
	Iteration 29Q: 3 clusters Score -1.448846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14488461.000000 Penalty: 5835.173340
	Iteration 30Q: 3 clusters Score -1.448846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14488467.000000 Penalty: 5835.173340
	Iteration 31Q: 3 clusters Score -1.448847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14488471.000000 Penalty: 5835.173340
	Iteration 32Q: 3 clusters Score -1.448847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14488484.000000 Penalty: 5835.173340
	Iteration 33Q: 3 clusters Score -1.448848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14488484.000000 Penalty: 5835.173340
	Iteration 34Q: 3 clusters Score -1.448848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14488496.000000 Penalty: 5835.173340
	Iteration 35Q: 3 clusters Score -1.44885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14488482.000000 Penalty: 5835.173340
	Iteration 36Q: 3 clusters Score -1.448848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14488486.000000 Penalty: 5835.173340
	Iteration 37Q: 3 clusters Score -1.448849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128172 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14488490.000000 Penalty: 5835.173340
	Iteration 38Q: 3 clusters Score -1.448849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14488484.000000 Penalty: 5835.173340
	Iteration 39Q: 3 clusters Score -1.448848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14488488.000000 Penalty: 5835.173340
	Iteration 40F: 3 clusters Score -1.448849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128177 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14488489.000000 Penalty: 5835.173340
	Iteration 41Q: 3 clusters Score -1.448849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128181 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14488495.000000 Penalty: 5835.173340
	Iteration 42Q: 3 clusters Score -1.44885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128180 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14488506.000000 Penalty: 5835.173340
	Iteration 43Q: 3 clusters Score -1.448851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128181 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14488508.000000 Penalty: 5835.173340
	Iteration 44Q: 3 clusters Score -1.448851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128181 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14488502.000000 Penalty: 5835.173340
	Iteration 45Q: 3 clusters Score -1.44885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128178 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14488518.000000 Penalty: 5835.173340
	Iteration 46Q: 3 clusters Score -1.448852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128177 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14488515.000000 Penalty: 5835.173340
	Iteration 47Q: 3 clusters Score -1.448852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14488523.000000 Penalty: 5835.173340
	Iteration 48Q: 3 clusters Score -1.448852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14488530.000000 Penalty: 5835.173340
	Iteration 49Q: 3 clusters Score -1.448853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14488528.000000 Penalty: 5835.173340
	Iteration 50Q: 3 clusters Score -1.448853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128177 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14488528.000000 Penalty: 5835.173340
	Iteration 51Q: 3 clusters Score -1.448853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14488531.000000 Penalty: 5835.173340
	Iteration 52Q: 3 clusters Score -1.448853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14488531.000000 Penalty: 5835.173340
	Iteration 53F: 3 clusters Score -1.448853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Entering Unmasked Estep 
Score: -1071443.500000 Penalty: 2282.372314
	Iteration 0F: 2 clusters Score -1071444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1063833.250000 Penalty: 4564.744629
	Iteration 0F: 3 clusters Score -1063833 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1066058.500000 Penalty: 4564.744629
	Iteration 1F: 3 clusters Score -1066058 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1066395.750000 Penalty: 4564.744629
	Iteration 2F: 3 clusters Score -1066396 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1066667.125000 Penalty: 4564.744629
	Iteration 3F: 3 clusters Score -1066667 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1066910.500000 Penalty: 4564.744629
	Iteration 4Q: 3 clusters Score -1066910 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1067169.750000 Penalty: 4564.744629
	Iteration 5Q: 3 clusters Score -1067170 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1067448.250000 Penalty: 4564.744629
	Iteration 6Q: 3 clusters Score -1067448 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1067701.750000 Penalty: 4564.744629
	Iteration 7Q: 3 clusters Score -1067702 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1067966.500000 Penalty: 4564.744629
	Iteration 8Q: 3 clusters Score -1067966 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1068237.375000 Penalty: 4564.744629
	Iteration 9Q: 3 clusters Score -1068237 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1068510.625000 Penalty: 4564.744629
	Iteration 10Q: 3 clusters Score -1068511 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1068736.625000 Penalty: 4564.744629
	Iteration 11Q: 3 clusters Score -1068737 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1068932.875000 Penalty: 4564.744629
	Iteration 12Q: 3 clusters Score -1068933 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1069105.250000 Penalty: 4564.744629
	Iteration 13Q: 3 clusters Score -1069105 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1069245.000000 Penalty: 4564.744629
	Iteration 14Q: 3 clusters Score -1069245 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1069355.625000 Penalty: 4564.744629
	Iteration 15Q: 3 clusters Score -1069356 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1069429.250000 Penalty: 4564.744629
	Iteration 16Q: 3 clusters Score -1069429 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1069479.125000 Penalty: 4564.744629
	Iteration 17Q: 3 clusters Score -1069479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1069520.250000 Penalty: 4564.744629
	Iteration 18Q: 3 clusters Score -1069520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1069562.250000 Penalty: 4564.744629
	Iteration 19Q: 3 clusters Score -1069562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1069601.375000 Penalty: 4564.744629
	Iteration 20F: 3 clusters Score -1069601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1069633.375000 Penalty: 4564.744629
	Iteration 21Q: 3 clusters Score -1069633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1069657.000000 Penalty: 4564.744629
	Iteration 22Q: 3 clusters Score -1069657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1069686.125000 Penalty: 4564.744629
	Iteration 23Q: 3 clusters Score -1069686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1069707.125000 Penalty: 4564.744629
	Iteration 24Q: 3 clusters Score -1069707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1069727.750000 Penalty: 4564.744629
	Iteration 25Q: 3 clusters Score -1069728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1069735.750000 Penalty: 4564.744629
	Iteration 26Q: 3 clusters Score -1069736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1069743.000000 Penalty: 4564.744629
	Iteration 27Q: 3 clusters Score -1069743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1069745.750000 Penalty: 4564.744629
	Iteration 28Q: 3 clusters Score -1069746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1069752.250000 Penalty: 4564.744629
	Iteration 29Q: 3 clusters Score -1069752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1069755.875000 Penalty: 4564.744629
	Iteration 30Q: 3 clusters Score -1069756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1069759.750000 Penalty: 4564.744629
	Iteration 31Q: 3 clusters Score -1069760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1069764.625000 Penalty: 4564.744629
	Iteration 32Q: 3 clusters Score -1069765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1069771.250000 Penalty: 4564.744629
	Iteration 33Q: 3 clusters Score -1069771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1069774.500000 Penalty: 4564.744629
	Iteration 34Q: 3 clusters Score -1069774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1069780.125000 Penalty: 4564.744629
	Iteration 35Q: 3 clusters Score -1069780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1069789.125000 Penalty: 4564.744629
	Iteration 36Q: 3 clusters Score -1069789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1069795.875000 Penalty: 4564.744629
	Iteration 37Q: 3 clusters Score -1069796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1069802.250000 Penalty: 4564.744629
	Iteration 38Q: 3 clusters Score -1069802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1069804.250000 Penalty: 4564.744629
	Iteration 39Q: 3 clusters Score -1069804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1069810.625000 Penalty: 4564.744629
	Iteration 40F: 3 clusters Score -1069811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1069812.500000 Penalty: 4564.744629
	Iteration 41Q: 3 clusters Score -1069812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1069812.375000 Penalty: 4564.744629
	Iteration 42Q: 3 clusters Score -1069812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1069815.375000 Penalty: 4564.744629
	Iteration 43Q: 3 clusters Score -1069815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1069814.750000 Penalty: 4564.744629
	Iteration 44Q: 3 clusters Score -1069815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1069814.750000 Penalty: 4564.744629
	Iteration 45Q: 3 clusters Score -1069815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1069816.875000 Penalty: 4564.744629
	Iteration 46Q: 3 clusters Score -1069817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1069815.500000 Penalty: 4564.744629
	Iteration 47Q: 3 clusters Score -1069816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1069814.875000 Penalty: 4564.744629
	Iteration 48Q: 3 clusters Score -1069815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1069815.750000 Penalty: 4564.744629
	Iteration 49Q: 3 clusters Score -1069816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1069815.750000 Penalty: 4564.744629
	Iteration 50F: 3 clusters Score -1069816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47979.800781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -47979.8 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 253 members 
Entering Unmasked Estep 
Score: -46510.566406 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -46510.57 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46653.898438 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46653.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46711.773438 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -46711.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46737.003906 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -46737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46743.019531 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -46743.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46744.808594 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -46744.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46745.339844 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -46745.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46745.339844 Penalty: 3075.452393
	Iteration 7F: 3 clusters Score -46745.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Entering Unmasked Estep 
Score: -1325473.125000 Penalty: 2327.783691
	Iteration 0F: 2 clusters Score -1325473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1316561.375000 Penalty: 4655.567383
	Iteration 0F: 3 clusters Score -1316561 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1319510.500000 Penalty: 4655.567383
	Iteration 1F: 3 clusters Score -1319510 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1320221.250000 Penalty: 4655.567383
	Iteration 2F: 3 clusters Score -1320221 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1321092.250000 Penalty: 4655.567383
	Iteration 3F: 3 clusters Score -1321092 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1322087.625000 Penalty: 4655.567383
	Iteration 4F: 3 clusters Score -1322088 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1323021.625000 Penalty: 4655.567383
	Iteration 5F: 3 clusters Score -1323022 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1323632.875000 Penalty: 4655.567383
	Iteration 6F: 3 clusters Score -1323633 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1323962.125000 Penalty: 4655.567383
	Iteration 7Q: 3 clusters Score -1323962 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1324143.375000 Penalty: 4655.567383
	Iteration 8Q: 3 clusters Score -1324143 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1324286.500000 Penalty: 4655.567383
	Iteration 9Q: 3 clusters Score -1324286 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1324359.875000 Penalty: 4655.567383
	Iteration 10Q: 3 clusters Score -1324360 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1324400.000000 Penalty: 4655.567383
	Iteration 11Q: 3 clusters Score -1324400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1324431.125000 Penalty: 4655.567383
	Iteration 12Q: 3 clusters Score -1324431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1324452.125000 Penalty: 4655.567383
	Iteration 13Q: 3 clusters Score -1324452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1324470.625000 Penalty: 4655.567383
	Iteration 14Q: 3 clusters Score -1324471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1324482.625000 Penalty: 4655.567383
	Iteration 15Q: 3 clusters Score -1324483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1324495.125000 Penalty: 4655.567383
	Iteration 16Q: 3 clusters Score -1324495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1324502.000000 Penalty: 4655.567383
	Iteration 17Q: 3 clusters Score -1324502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1324508.875000 Penalty: 4655.567383
	Iteration 18Q: 3 clusters Score -1324509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1324512.500000 Penalty: 4655.567383
	Iteration 19Q: 3 clusters Score -1324512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1324514.375000 Penalty: 4655.567383
	Iteration 20F: 3 clusters Score -1324514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1324517.750000 Penalty: 4655.567383
	Iteration 21Q: 3 clusters Score -1324518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1324524.125000 Penalty: 4655.567383
	Iteration 22Q: 3 clusters Score -1324524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1324526.500000 Penalty: 4655.567383
	Iteration 23Q: 3 clusters Score -1324526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1324524.625000 Penalty: 4655.567383
	Iteration 24Q: 3 clusters Score -1324525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1324527.375000 Penalty: 4655.567383
	Iteration 25Q: 3 clusters Score -1324527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1324526.500000 Penalty: 4655.567383
	Iteration 26Q: 3 clusters Score -1324526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1324524.125000 Penalty: 4655.567383
	Iteration 27Q: 3 clusters Score -1324524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1324524.125000 Penalty: 4655.567383
	Iteration 28Q: 3 clusters Score -1324524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1324525.250000 Penalty: 4655.567383
	Iteration 29Q: 3 clusters Score -1324525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1324527.875000 Penalty: 4655.567383
	Iteration 30Q: 3 clusters Score -1324528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1324527.875000 Penalty: 4655.567383
	Iteration 31F: 3 clusters Score -1324528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -672604.312500 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -672604.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -667418.875000 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -667418.9 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -668682.062500 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -668682.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -668948.937500 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -668948.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -669092.375000 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -669092.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -669177.125000 Penalty: 4310.141602
	Iteration 4Q: 3 clusters Score -669177.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -669236.250000 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -669236.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -669286.062500 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -669286.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -669329.812500 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -669329.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -669367.937500 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -669367.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -669403.375000 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -669403.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -669432.375000 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -669432.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -669462.625000 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -669462.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -669487.812500 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -669487.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -669518.250000 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -669518.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -669550.750000 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -669550.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -669580.312500 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -669580.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -669612.500000 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -669612.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -669637.812500 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -669637.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -669657.500000 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -669657.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -669672.875000 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -669672.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -669692.625000 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -669692.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -669715.062500 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -669715.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -669738.312500 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -669738.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -669757.687500 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -669757.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -669776.937500 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -669776.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -669808.000000 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -669808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -669838.562500 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -669838.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -669873.312500 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -669873.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -669913.187500 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -669913.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -669957.750000 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -669957.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -670012.937500 Penalty: 4310.141602
	Iteration 30Q: 3 clusters Score -670012.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -670062.312500 Penalty: 4310.141602
	Iteration 31Q: 3 clusters Score -670062.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -670116.312500 Penalty: 4310.141602
	Iteration 32Q: 3 clusters Score -670116.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -670172.812500 Penalty: 4310.141602
	Iteration 33Q: 3 clusters Score -670172.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -670217.687500 Penalty: 4310.141602
	Iteration 34Q: 3 clusters Score -670217.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -670268.375000 Penalty: 4310.141602
	Iteration 35Q: 3 clusters Score -670268.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -670306.250000 Penalty: 4310.141602
	Iteration 36Q: 3 clusters Score -670306.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -670336.250000 Penalty: 4310.141602
	Iteration 37Q: 3 clusters Score -670336.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -670372.062500 Penalty: 4310.141602
	Iteration 38Q: 3 clusters Score -670372.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -670400.500000 Penalty: 4310.141602
	Iteration 39Q: 3 clusters Score -670400.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -670426.187500 Penalty: 4310.141602
	Iteration 40F: 3 clusters Score -670426.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -670455.500000 Penalty: 4310.141602
	Iteration 41Q: 3 clusters Score -670455.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -670480.062500 Penalty: 4310.141602
	Iteration 42Q: 3 clusters Score -670480.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -670492.625000 Penalty: 4310.141602
	Iteration 43Q: 3 clusters Score -670492.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -670506.937500 Penalty: 4310.141602
	Iteration 44Q: 3 clusters Score -670506.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -670518.750000 Penalty: 4310.141602
	Iteration 45Q: 3 clusters Score -670518.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -670528.500000 Penalty: 4310.141602
	Iteration 46Q: 3 clusters Score -670528.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -670535.250000 Penalty: 4310.141602
	Iteration 47Q: 3 clusters Score -670535.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -670548.000000 Penalty: 4310.141602
	Iteration 48Q: 3 clusters Score -670548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -670558.625000 Penalty: 4310.141602
	Iteration 49Q: 3 clusters Score -670558.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -670563.937500 Penalty: 4310.141602
	Iteration 50Q: 3 clusters Score -670563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -670570.937500 Penalty: 4310.141602
	Iteration 51Q: 3 clusters Score -670570.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -670579.250000 Penalty: 4310.141602
	Iteration 52Q: 3 clusters Score -670579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -670583.687500 Penalty: 4310.141602
	Iteration 53Q: 3 clusters Score -670583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -670588.875000 Penalty: 4310.141602
	Iteration 54Q: 3 clusters Score -670588.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -670594.937500 Penalty: 4310.141602
	Iteration 55Q: 3 clusters Score -670594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -670596.187500 Penalty: 4310.141602
	Iteration 56Q: 3 clusters Score -670596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -670597.937500 Penalty: 4310.141602
	Iteration 57Q: 3 clusters Score -670597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -670597.437500 Penalty: 4310.141602
	Iteration 58Q: 3 clusters Score -670597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -670600.062500 Penalty: 4310.141602
	Iteration 59Q: 3 clusters Score -670600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -670604.187500 Penalty: 4310.141602
	Iteration 60F: 3 clusters Score -670604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -670605.812500 Penalty: 4310.141602
	Iteration 61Q: 3 clusters Score -670605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -670610.000000 Penalty: 4310.141602
	Iteration 62Q: 3 clusters Score -670610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -670614.500000 Penalty: 4310.141602
	Iteration 63Q: 3 clusters Score -670614.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -670621.125000 Penalty: 4310.141602
	Iteration 64Q: 3 clusters Score -670621.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -670629.625000 Penalty: 4310.141602
	Iteration 65Q: 3 clusters Score -670629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -670632.687500 Penalty: 4310.141602
	Iteration 66Q: 3 clusters Score -670632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -670637.062500 Penalty: 4310.141602
	Iteration 67Q: 3 clusters Score -670637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -670642.312500 Penalty: 4310.141602
	Iteration 68Q: 3 clusters Score -670642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -670646.875000 Penalty: 4310.141602
	Iteration 69Q: 3 clusters Score -670646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -670651.250000 Penalty: 4310.141602
	Iteration 70Q: 3 clusters Score -670651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -670652.062500 Penalty: 4310.141602
	Iteration 71Q: 3 clusters Score -670652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -670655.687500 Penalty: 4310.141602
	Iteration 72Q: 3 clusters Score -670655.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -670657.375000 Penalty: 4310.141602
	Iteration 73Q: 3 clusters Score -670657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -670660.187500 Penalty: 4310.141602
	Iteration 74Q: 3 clusters Score -670660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -670663.437500 Penalty: 4310.141602
	Iteration 75Q: 3 clusters Score -670663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -670666.437500 Penalty: 4310.141602
	Iteration 76Q: 3 clusters Score -670666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -670666.000000 Penalty: 4310.141602
	Iteration 77Q: 3 clusters Score -670666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -670666.000000 Penalty: 4310.141602
	Iteration 78F: 3 clusters Score -670666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Entering Unmasked Estep 
Score: -1378281.625000 Penalty: 2341.951904
	Iteration 0F: 2 clusters Score -1378282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1369003.750000 Penalty: 4683.903809
	Iteration 0F: 3 clusters Score -1369004 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1372105.500000 Penalty: 4683.903809
	Iteration 1F: 3 clusters Score -1372106 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1372797.375000 Penalty: 4683.903809
	Iteration 2F: 3 clusters Score -1372797 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1373469.250000 Penalty: 4683.903809
	Iteration 3F: 3 clusters Score -1373469 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1374305.875000 Penalty: 4683.903809
	Iteration 4F: 3 clusters Score -1374306 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1375311.500000 Penalty: 4683.903809
	Iteration 5F: 3 clusters Score -1375312 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1376244.125000 Penalty: 4683.903809
	Iteration 6F: 3 clusters Score -1376244 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1376906.500000 Penalty: 4683.903809
	Iteration 7F: 3 clusters Score -1376906 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1377272.750000 Penalty: 4683.903809
	Iteration 8Q: 3 clusters Score -1377273 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1377480.875000 Penalty: 4683.903809
	Iteration 9Q: 3 clusters Score -1377481 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1377590.625000 Penalty: 4683.903809
	Iteration 10Q: 3 clusters Score -1377591 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1377644.000000 Penalty: 4683.903809
	Iteration 11Q: 3 clusters Score -1377644 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1377672.375000 Penalty: 4683.903809
	Iteration 12Q: 3 clusters Score -1377672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1377697.375000 Penalty: 4683.903809
	Iteration 13Q: 3 clusters Score -1377697 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1377711.750000 Penalty: 4683.903809
	Iteration 14Q: 3 clusters Score -1377712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1377729.500000 Penalty: 4683.903809
	Iteration 15Q: 3 clusters Score -1377730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1377745.375000 Penalty: 4683.903809
	Iteration 16Q: 3 clusters Score -1377745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1377754.625000 Penalty: 4683.903809
	Iteration 17Q: 3 clusters Score -1377755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1377768.500000 Penalty: 4683.903809
	Iteration 18Q: 3 clusters Score -1377768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1377776.250000 Penalty: 4683.903809
	Iteration 19Q: 3 clusters Score -1377776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1377780.625000 Penalty: 4683.903809
	Iteration 20F: 3 clusters Score -1377781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1377786.625000 Penalty: 4683.903809
	Iteration 21Q: 3 clusters Score -1377787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1377789.625000 Penalty: 4683.903809
	Iteration 22Q: 3 clusters Score -1377790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1377796.875000 Penalty: 4683.903809
	Iteration 23Q: 3 clusters Score -1377797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1377796.875000 Penalty: 4683.903809
	Iteration 24Q: 3 clusters Score -1377797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1377801.250000 Penalty: 4683.903809
	Iteration 25Q: 3 clusters Score -1377801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1377800.375000 Penalty: 4683.903809
	Iteration 26Q: 3 clusters Score -1377800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1377804.125000 Penalty: 4683.903809
	Iteration 27Q: 3 clusters Score -1377804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1377812.125000 Penalty: 4683.903809
	Iteration 28Q: 3 clusters Score -1377812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1377818.625000 Penalty: 4683.903809
	Iteration 29Q: 3 clusters Score -1377819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1377828.625000 Penalty: 4683.903809
	Iteration 30Q: 3 clusters Score -1377829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1377833.750000 Penalty: 4683.903809
	Iteration 31Q: 3 clusters Score -1377834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1377833.375000 Penalty: 4683.903809
	Iteration 32Q: 3 clusters Score -1377833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1377835.875000 Penalty: 4683.903809
	Iteration 33Q: 3 clusters Score -1377836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1377834.375000 Penalty: 4683.903809
	Iteration 34Q: 3 clusters Score -1377834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1377839.250000 Penalty: 4683.903809
	Iteration 35Q: 3 clusters Score -1377839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1377837.500000 Penalty: 4683.903809
	Iteration 36Q: 3 clusters Score -1377838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1377837.875000 Penalty: 4683.903809
	Iteration 37Q: 3 clusters Score -1377838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1377838.750000 Penalty: 4683.903809
	Iteration 38Q: 3 clusters Score -1377839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1377837.500000 Penalty: 4683.903809
	Iteration 39Q: 3 clusters Score -1377838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1377837.875000 Penalty: 4683.903809
	Iteration 40F: 3 clusters Score -1377838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1377838.875000 Penalty: 4683.903809
	Iteration 41Q: 3 clusters Score -1377839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1377837.250000 Penalty: 4683.903809
	Iteration 42Q: 3 clusters Score -1377837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1377838.125000 Penalty: 4683.903809
	Iteration 43Q: 3 clusters Score -1377838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1377836.875000 Penalty: 4683.903809
	Iteration 44Q: 3 clusters Score -1377837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1377838.750000 Penalty: 4683.903809
	Iteration 45Q: 3 clusters Score -1377839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1377838.250000 Penalty: 4683.903809
	Iteration 46Q: 3 clusters Score -1377838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1377838.250000 Penalty: 4683.903809
	Iteration 47Q: 3 clusters Score -1377838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1377838.250000 Penalty: 4683.903809
	Iteration 48F: 3 clusters Score -1377838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -293502.531250 Penalty: 2005.734863
	Iteration 0F: 2 clusters Score -293502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -290068.687500 Penalty: 4011.469727
	Iteration 0F: 3 clusters Score -290068.7 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -290892.312500 Penalty: 4011.469727
	Iteration 1F: 3 clusters Score -290892.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -291153.718750 Penalty: 4011.469727
	Iteration 2F: 3 clusters Score -291153.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -291318.968750 Penalty: 4011.469727
	Iteration 3F: 3 clusters Score -291319 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -291449.906250 Penalty: 4011.469727
	Iteration 4Q: 3 clusters Score -291449.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -291559.281250 Penalty: 4011.469727
	Iteration 5Q: 3 clusters Score -291559.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -291665.468750 Penalty: 4011.469727
	Iteration 6Q: 3 clusters Score -291665.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -291805.093750 Penalty: 4011.469727
	Iteration 7Q: 3 clusters Score -291805.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -291934.468750 Penalty: 4011.469727
	Iteration 8Q: 3 clusters Score -291934.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -292058.937500 Penalty: 4011.469727
	Iteration 9Q: 3 clusters Score -292058.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -292154.562500 Penalty: 4011.469727
	Iteration 10Q: 3 clusters Score -292154.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -292229.312500 Penalty: 4011.469727
	Iteration 11Q: 3 clusters Score -292229.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -292280.218750 Penalty: 4011.469727
	Iteration 12Q: 3 clusters Score -292280.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -292330.437500 Penalty: 4011.469727
	Iteration 13Q: 3 clusters Score -292330.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -292361.875000 Penalty: 4011.469727
	Iteration 14Q: 3 clusters Score -292361.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -292383.250000 Penalty: 4011.469727
	Iteration 15Q: 3 clusters Score -292383.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -292417.062500 Penalty: 4011.469727
	Iteration 16Q: 3 clusters Score -292417.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -292466.656250 Penalty: 4011.469727
	Iteration 17Q: 3 clusters Score -292466.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -292527.875000 Penalty: 4011.469727
	Iteration 18Q: 3 clusters Score -292527.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -292569.937500 Penalty: 4011.469727
	Iteration 19Q: 3 clusters Score -292569.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -292614.125000 Penalty: 4011.469727
	Iteration 20F: 3 clusters Score -292614.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -292643.406250 Penalty: 4011.469727
	Iteration 21Q: 3 clusters Score -292643.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -292674.000000 Penalty: 4011.469727
	Iteration 22Q: 3 clusters Score -292674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -292695.812500 Penalty: 4011.469727
	Iteration 23Q: 3 clusters Score -292695.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -292715.562500 Penalty: 4011.469727
	Iteration 24Q: 3 clusters Score -292715.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -292726.406250 Penalty: 4011.469727
	Iteration 25Q: 3 clusters Score -292726.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -292739.093750 Penalty: 4011.469727
	Iteration 26Q: 3 clusters Score -292739.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -292749.843750 Penalty: 4011.469727
	Iteration 27Q: 3 clusters Score -292749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -292757.125000 Penalty: 4011.469727
	Iteration 28Q: 3 clusters Score -292757.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -292764.937500 Penalty: 4011.469727
	Iteration 29Q: 3 clusters Score -292764.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -292768.750000 Penalty: 4011.469727
	Iteration 30Q: 3 clusters Score -292768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -292773.375000 Penalty: 4011.469727
	Iteration 31Q: 3 clusters Score -292773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -292776.312500 Penalty: 4011.469727
	Iteration 32Q: 3 clusters Score -292776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -292778.781250 Penalty: 4011.469727
	Iteration 33Q: 3 clusters Score -292778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -292780.312500 Penalty: 4011.469727
	Iteration 34Q: 3 clusters Score -292780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -292780.593750 Penalty: 4011.469727
	Iteration 35Q: 3 clusters Score -292780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -292781.218750 Penalty: 4011.469727
	Iteration 36Q: 3 clusters Score -292781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -292781.781250 Penalty: 4011.469727
	Iteration 37Q: 3 clusters Score -292781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -292783.718750 Penalty: 4011.469727
	Iteration 38Q: 3 clusters Score -292783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -292785.718750 Penalty: 4011.469727
	Iteration 39Q: 3 clusters Score -292785.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -292788.218750 Penalty: 4011.469727
	Iteration 40F: 3 clusters Score -292788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -292789.875000 Penalty: 4011.469727
	Iteration 41Q: 3 clusters Score -292789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -292790.437500 Penalty: 4011.469727
	Iteration 42Q: 3 clusters Score -292790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -292791.718750 Penalty: 4011.469727
	Iteration 43Q: 3 clusters Score -292791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -292793.218750 Penalty: 4011.469727
	Iteration 44Q: 3 clusters Score -292793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -292795.531250 Penalty: 4011.469727
	Iteration 45Q: 3 clusters Score -292795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -292798.593750 Penalty: 4011.469727
	Iteration 46Q: 3 clusters Score -292798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -292804.218750 Penalty: 4011.469727
	Iteration 47Q: 3 clusters Score -292804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -292807.531250 Penalty: 4011.469727
	Iteration 48Q: 3 clusters Score -292807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -292808.968750 Penalty: 4011.469727
	Iteration 49Q: 3 clusters Score -292809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -292811.437500 Penalty: 4011.469727
	Iteration 50Q: 3 clusters Score -292811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -292815.250000 Penalty: 4011.469727
	Iteration 51Q: 3 clusters Score -292815.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -292818.968750 Penalty: 4011.469727
	Iteration 52Q: 3 clusters Score -292819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -292825.500000 Penalty: 4011.469727
	Iteration 53Q: 3 clusters Score -292825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -292833.093750 Penalty: 4011.469727
	Iteration 54Q: 3 clusters Score -292833.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -292844.031250 Penalty: 4011.469727
	Iteration 55Q: 3 clusters Score -292844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -292856.656250 Penalty: 4011.469727
	Iteration 56Q: 3 clusters Score -292856.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -292862.125000 Penalty: 4011.469727
	Iteration 57Q: 3 clusters Score -292862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -292865.437500 Penalty: 4011.469727
	Iteration 58Q: 3 clusters Score -292865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -292866.843750 Penalty: 4011.469727
	Iteration 59Q: 3 clusters Score -292866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -292868.062500 Penalty: 4011.469727
	Iteration 60F: 3 clusters Score -292868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Entering Unmasked Estep 
Score: -1734948.625000 Penalty: 2404.387207
	Iteration 0F: 2 clusters Score -1734949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1723245.250000 Penalty: 4808.774414
	Iteration 0F: 3 clusters Score -1723245 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1727198.125000 Penalty: 4808.774414
	Iteration 1F: 3 clusters Score -1727198 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1727786.750000 Penalty: 4808.774414
	Iteration 2F: 3 clusters Score -1727787 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1728340.000000 Penalty: 4808.774414
	Iteration 3F: 3 clusters Score -1728340 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1728855.375000 Penalty: 4808.774414
	Iteration 4F: 3 clusters Score -1728855 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1729367.875000 Penalty: 4808.774414
	Iteration 5F: 3 clusters Score -1729368 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1729819.625000 Penalty: 4808.774414
	Iteration 6F: 3 clusters Score -1729820 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1730227.250000 Penalty: 4808.774414
	Iteration 7Q: 3 clusters Score -1730227 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1730590.125000 Penalty: 4808.774414
	Iteration 8Q: 3 clusters Score -1730590 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1730874.875000 Penalty: 4808.774414
	Iteration 9Q: 3 clusters Score -1730875 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1731065.750000 Penalty: 4808.774414
	Iteration 10Q: 3 clusters Score -1731066 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1731224.500000 Penalty: 4808.774414
	Iteration 11Q: 3 clusters Score -1731224 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1731378.625000 Penalty: 4808.774414
	Iteration 12Q: 3 clusters Score -1731379 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1731562.000000 Penalty: 4808.774414
	Iteration 13Q: 3 clusters Score -1731562 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1731752.375000 Penalty: 4808.774414
	Iteration 14Q: 3 clusters Score -1731752 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1731913.250000 Penalty: 4808.774414
	Iteration 15Q: 3 clusters Score -1731913 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1732033.000000 Penalty: 4808.774414
	Iteration 16Q: 3 clusters Score -1732033 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1732141.250000 Penalty: 4808.774414
	Iteration 17Q: 3 clusters Score -1732141 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1732233.500000 Penalty: 4808.774414
	Iteration 18Q: 3 clusters Score -1732234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1732313.500000 Penalty: 4808.774414
	Iteration 19Q: 3 clusters Score -1732314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1732381.375000 Penalty: 4808.774414
	Iteration 20F: 3 clusters Score -1732381 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1732437.250000 Penalty: 4808.774414
	Iteration 21Q: 3 clusters Score -1732437 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1732498.250000 Penalty: 4808.774414
	Iteration 22Q: 3 clusters Score -1732498 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1732535.500000 Penalty: 4808.774414
	Iteration 23Q: 3 clusters Score -1732536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1732564.375000 Penalty: 4808.774414
	Iteration 24Q: 3 clusters Score -1732564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1732603.875000 Penalty: 4808.774414
	Iteration 25Q: 3 clusters Score -1732604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1732638.750000 Penalty: 4808.774414
	Iteration 26Q: 3 clusters Score -1732639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1732665.625000 Penalty: 4808.774414
	Iteration 27Q: 3 clusters Score -1732666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1732686.125000 Penalty: 4808.774414
	Iteration 28Q: 3 clusters Score -1732686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1732699.625000 Penalty: 4808.774414
	Iteration 29Q: 3 clusters Score -1732700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1732706.625000 Penalty: 4808.774414
	Iteration 30Q: 3 clusters Score -1732707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1732718.125000 Penalty: 4808.774414
	Iteration 31Q: 3 clusters Score -1732718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1732733.875000 Penalty: 4808.774414
	Iteration 32Q: 3 clusters Score -1732734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1732749.500000 Penalty: 4808.774414
	Iteration 33Q: 3 clusters Score -1732750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1732759.250000 Penalty: 4808.774414
	Iteration 34Q: 3 clusters Score -1732759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1732767.625000 Penalty: 4808.774414
	Iteration 35Q: 3 clusters Score -1732768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1732780.125000 Penalty: 4808.774414
	Iteration 36Q: 3 clusters Score -1732780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1732791.875000 Penalty: 4808.774414
	Iteration 37Q: 3 clusters Score -1732792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1732804.750000 Penalty: 4808.774414
	Iteration 38Q: 3 clusters Score -1732805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1732818.125000 Penalty: 4808.774414
	Iteration 39Q: 3 clusters Score -1732818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1732825.875000 Penalty: 4808.774414
	Iteration 40F: 3 clusters Score -1732826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1732832.625000 Penalty: 4808.774414
	Iteration 41Q: 3 clusters Score -1732833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1732841.500000 Penalty: 4808.774414
	Iteration 42Q: 3 clusters Score -1732842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1732846.375000 Penalty: 4808.774414
	Iteration 43Q: 3 clusters Score -1732846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1732852.625000 Penalty: 4808.774414
	Iteration 44Q: 3 clusters Score -1732853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1732856.875000 Penalty: 4808.774414
	Iteration 45Q: 3 clusters Score -1732857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1732868.000000 Penalty: 4808.774414
	Iteration 46Q: 3 clusters Score -1732868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1732868.750000 Penalty: 4808.774414
	Iteration 47Q: 3 clusters Score -1732869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1732870.875000 Penalty: 4808.774414
	Iteration 48Q: 3 clusters Score -1732871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1732873.875000 Penalty: 4808.774414
	Iteration 49Q: 3 clusters Score -1732874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1732885.625000 Penalty: 4808.774414
	Iteration 50Q: 3 clusters Score -1732886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1732893.625000 Penalty: 4808.774414
	Iteration 51Q: 3 clusters Score -1732894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1732898.625000 Penalty: 4808.774414
	Iteration 52Q: 3 clusters Score -1732899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1732904.375000 Penalty: 4808.774414
	Iteration 53Q: 3 clusters Score -1732904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1732915.250000 Penalty: 4808.774414
	Iteration 54Q: 3 clusters Score -1732915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1732925.625000 Penalty: 4808.774414
	Iteration 55Q: 3 clusters Score -1732926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1732929.625000 Penalty: 4808.774414
	Iteration 56Q: 3 clusters Score -1732930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1732935.000000 Penalty: 4808.774414
	Iteration 57Q: 3 clusters Score -1732935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1732936.375000 Penalty: 4808.774414
	Iteration 58Q: 3 clusters Score -1732936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1732938.625000 Penalty: 4808.774414
	Iteration 59Q: 3 clusters Score -1732939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1732939.625000 Penalty: 4808.774414
	Iteration 60F: 3 clusters Score -1732940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1732939.750000 Penalty: 4808.774414
	Iteration 61Q: 3 clusters Score -1732940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1732943.250000 Penalty: 4808.774414
	Iteration 62Q: 3 clusters Score -1732943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1732942.125000 Penalty: 4808.774414
	Iteration 63Q: 3 clusters Score -1732942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1732948.750000 Penalty: 4808.774414
	Iteration 64Q: 3 clusters Score -1732949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1732952.625000 Penalty: 4808.774414
	Iteration 65Q: 3 clusters Score -1732953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1732955.000000 Penalty: 4808.774414
	Iteration 66Q: 3 clusters Score -1732955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1732961.250000 Penalty: 4808.774414
	Iteration 67Q: 3 clusters Score -1732961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1732962.750000 Penalty: 4808.774414
	Iteration 68Q: 3 clusters Score -1732963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1732968.125000 Penalty: 4808.774414
	Iteration 69Q: 3 clusters Score -1732968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1732969.750000 Penalty: 4808.774414
	Iteration 70Q: 3 clusters Score -1732970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1732969.750000 Penalty: 4808.774414
	Iteration 71F: 3 clusters Score -1732970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Entering Unmasked Estep 
Score: -800011.562500 Penalty: 2210.627197
	Iteration 0F: 2 clusters Score -800011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -793991.437500 Penalty: 4421.254395
	Iteration 0F: 3 clusters Score -793991.4 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -795676.125000 Penalty: 4421.254395
	Iteration 1F: 3 clusters Score -795676.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -795980.687500 Penalty: 4421.254395
	Iteration 2F: 3 clusters Score -795980.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -796183.625000 Penalty: 4421.254395
	Iteration 3F: 3 clusters Score -796183.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -796382.500000 Penalty: 4421.254395
	Iteration 4Q: 3 clusters Score -796382.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -796565.812500 Penalty: 4421.254395
	Iteration 5Q: 3 clusters Score -796565.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -796750.250000 Penalty: 4421.254395
	Iteration 6Q: 3 clusters Score -796750.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -796930.312500 Penalty: 4421.254395
	Iteration 7Q: 3 clusters Score -796930.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -797129.187500 Penalty: 4421.254395
	Iteration 8Q: 3 clusters Score -797129.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -797395.625000 Penalty: 4421.254395
	Iteration 9Q: 3 clusters Score -797395.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -797674.687500 Penalty: 4421.254395
	Iteration 10Q: 3 clusters Score -797674.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -797989.625000 Penalty: 4421.254395
	Iteration 11Q: 3 clusters Score -797989.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -798317.250000 Penalty: 4421.254395
	Iteration 12Q: 3 clusters Score -798317.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -798630.812500 Penalty: 4421.254395
	Iteration 13Q: 3 clusters Score -798630.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -798829.375000 Penalty: 4421.254395
	Iteration 14Q: 3 clusters Score -798829.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -798917.187500 Penalty: 4421.254395
	Iteration 15Q: 3 clusters Score -798917.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -798965.187500 Penalty: 4421.254395
	Iteration 16Q: 3 clusters Score -798965.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -798995.437500 Penalty: 4421.254395
	Iteration 17Q: 3 clusters Score -798995.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -799024.000000 Penalty: 4421.254395
	Iteration 18Q: 3 clusters Score -799024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -799043.125000 Penalty: 4421.254395
	Iteration 19Q: 3 clusters Score -799043.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -799052.812500 Penalty: 4421.254395
	Iteration 20F: 3 clusters Score -799052.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -799058.312500 Penalty: 4421.254395
	Iteration 21Q: 3 clusters Score -799058.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -799065.312500 Penalty: 4421.254395
	Iteration 22Q: 3 clusters Score -799065.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -799074.875000 Penalty: 4421.254395
	Iteration 23Q: 3 clusters Score -799074.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -799078.812500 Penalty: 4421.254395
	Iteration 24Q: 3 clusters Score -799078.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -799082.312500 Penalty: 4421.254395
	Iteration 25Q: 3 clusters Score -799082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -799086.562500 Penalty: 4421.254395
	Iteration 26Q: 3 clusters Score -799086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -799086.625000 Penalty: 4421.254395
	Iteration 27Q: 3 clusters Score -799086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -799084.500000 Penalty: 4421.254395
	Iteration 28Q: 3 clusters Score -799084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -799085.375000 Penalty: 4421.254395
	Iteration 29Q: 3 clusters Score -799085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -799085.375000 Penalty: 4421.254395
	Iteration 30F: 3 clusters Score -799085.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Entering Unmasked Estep 
Score: -903189.250000 Penalty: 2237.116699
	Iteration 0F: 2 clusters Score -903189.2 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 4175 members 
Entering Unmasked Estep 
Score: -896607.062500 Penalty: 4474.233398
	Iteration 0F: 3 clusters Score -896607.1 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -898474.062500 Penalty: 4474.233398
	Iteration 1F: 3 clusters Score -898474.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -898797.750000 Penalty: 4474.233398
	Iteration 2F: 3 clusters Score -898797.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -899031.125000 Penalty: 4474.233398
	Iteration 3F: 3 clusters Score -899031.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -899211.937500 Penalty: 4474.233398
	Iteration 4Q: 3 clusters Score -899211.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -899353.187500 Penalty: 4474.233398
	Iteration 5Q: 3 clusters Score -899353.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -899485.000000 Penalty: 4474.233398
	Iteration 6Q: 3 clusters Score -899485 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -899632.562500 Penalty: 4474.233398
	Iteration 7Q: 3 clusters Score -899632.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -899789.437500 Penalty: 4474.233398
	Iteration 8Q: 3 clusters Score -899789.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -899953.812500 Penalty: 4474.233398
	Iteration 9Q: 3 clusters Score -899953.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -900114.062500 Penalty: 4474.233398
	Iteration 10Q: 3 clusters Score -900114.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -900270.312500 Penalty: 4474.233398
	Iteration 11Q: 3 clusters Score -900270.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -900422.000000 Penalty: 4474.233398
	Iteration 12Q: 3 clusters Score -900422 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -900587.250000 Penalty: 4474.233398
	Iteration 13Q: 3 clusters Score -900587.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -900715.500000 Penalty: 4474.233398
	Iteration 14Q: 3 clusters Score -900715.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -900818.562500 Penalty: 4474.233398
	Iteration 15Q: 3 clusters Score -900818.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -900914.625000 Penalty: 4474.233398
	Iteration 16Q: 3 clusters Score -900914.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -900989.625000 Penalty: 4474.233398
	Iteration 17Q: 3 clusters Score -900989.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -901031.625000 Penalty: 4474.233398
	Iteration 18Q: 3 clusters Score -901031.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -901067.812500 Penalty: 4474.233398
	Iteration 19Q: 3 clusters Score -901067.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -901091.937500 Penalty: 4474.233398
	Iteration 20F: 3 clusters Score -901091.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -901123.750000 Penalty: 4474.233398
	Iteration 21Q: 3 clusters Score -901123.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -901150.250000 Penalty: 4474.233398
	Iteration 22Q: 3 clusters Score -901150.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -901175.812500 Penalty: 4474.233398
	Iteration 23Q: 3 clusters Score -901175.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -901199.000000 Penalty: 4474.233398
	Iteration 24Q: 3 clusters Score -901199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -901212.187500 Penalty: 4474.233398
	Iteration 25Q: 3 clusters Score -901212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -901218.187500 Penalty: 4474.233398
	Iteration 26Q: 3 clusters Score -901218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -901222.500000 Penalty: 4474.233398
	Iteration 27Q: 3 clusters Score -901222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -901228.062500 Penalty: 4474.233398
	Iteration 28Q: 3 clusters Score -901228.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -901235.250000 Penalty: 4474.233398
	Iteration 29Q: 3 clusters Score -901235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -901237.375000 Penalty: 4474.233398
	Iteration 30Q: 3 clusters Score -901237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -901243.187500 Penalty: 4474.233398
	Iteration 31Q: 3 clusters Score -901243.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -901247.750000 Penalty: 4474.233398
	Iteration 32Q: 3 clusters Score -901247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -901250.562500 Penalty: 4474.233398
	Iteration 33Q: 3 clusters Score -901250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -901251.812500 Penalty: 4474.233398
	Iteration 34Q: 3 clusters Score -901251.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -901251.812500 Penalty: 4474.233398
	Iteration 35F: 3 clusters Score -901251.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Entering Unmasked Estep 
Score: -4173786.500000 Penalty: 2605.887939
	Iteration 0F: 2 clusters Score -4173786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -4148951.000000 Penalty: 5211.775879
	Iteration 0F: 3 clusters Score -4148951 nChanged 16529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4158074.000000 Penalty: 5211.775879
	Iteration 1F: 3 clusters Score -4158074 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4158680.750000 Penalty: 5211.775879
	Iteration 2Q: 3 clusters Score -4158681 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4159254.750000 Penalty: 5211.775879
	Iteration 3Q: 3 clusters Score -4159255 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4159965.250000 Penalty: 5211.775879
	Iteration 4Q: 3 clusters Score -4159965 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4160839.250000 Penalty: 5211.775879
	Iteration 5F: 3 clusters Score -4160839 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -4162035.750000 Penalty: 5211.775879
	Iteration 6F: 3 clusters Score -4162036 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -4163428.750000 Penalty: 5211.775879
	Iteration 7F: 3 clusters Score -4163429 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4164743.500000 Penalty: 5211.775879
	Iteration 8F: 3 clusters Score -4164744 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4165828.000000 Penalty: 5211.775879
	Iteration 9F: 3 clusters Score -4165828 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4166605.750000 Penalty: 5211.775879
	Iteration 10Q: 3 clusters Score -4166606 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -4167232.500000 Penalty: 5211.775879
	Iteration 11Q: 3 clusters Score -4167232 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4167754.250000 Penalty: 5211.775879
	Iteration 12Q: 3 clusters Score -4167754 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4168220.250000 Penalty: 5211.775879
	Iteration 13Q: 3 clusters Score -4168220 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -4168658.000000 Penalty: 5211.775879
	Iteration 14Q: 3 clusters Score -4168658 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4169059.750000 Penalty: 5211.775879
	Iteration 15Q: 3 clusters Score -4169060 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -4169371.750000 Penalty: 5211.775879
	Iteration 16Q: 3 clusters Score -4169372 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -4169664.250000 Penalty: 5211.775879
	Iteration 17Q: 3 clusters Score -4169664 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -4169876.500000 Penalty: 5211.775879
	Iteration 18Q: 3 clusters Score -4169876 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4170048.250000 Penalty: 5211.775879
	Iteration 19Q: 3 clusters Score -4170048 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4170186.750000 Penalty: 5211.775879
	Iteration 20F: 3 clusters Score -4170187 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4170357.000000 Penalty: 5211.775879
	Iteration 21Q: 3 clusters Score -4170357 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4170479.000000 Penalty: 5211.775879
	Iteration 22Q: 3 clusters Score -4170479 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -4170607.500000 Penalty: 5211.775879
	Iteration 23Q: 3 clusters Score -4170608 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4170728.750000 Penalty: 5211.775879
	Iteration 24Q: 3 clusters Score -4170729 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -4170826.250000 Penalty: 5211.775879
	Iteration 25Q: 3 clusters Score -4170826 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -4170930.000000 Penalty: 5211.775879
	Iteration 26Q: 3 clusters Score -4170930 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -4171051.750000 Penalty: 5211.775879
	Iteration 27Q: 3 clusters Score -4171052 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -4171133.500000 Penalty: 5211.775879
	Iteration 28Q: 3 clusters Score -4171134 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4171232.500000 Penalty: 5211.775879
	Iteration 29Q: 3 clusters Score -4171232 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -4171291.500000 Penalty: 5211.775879
	Iteration 30Q: 3 clusters Score -4171292 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -4171330.250000 Penalty: 5211.775879
	Iteration 31Q: 3 clusters Score -4171330 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4171406.000000 Penalty: 5211.775879
	Iteration 32Q: 3 clusters Score -4171406 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4171463.500000 Penalty: 5211.775879
	Iteration 33Q: 3 clusters Score -4171464 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -4171532.500000 Penalty: 5211.775879
	Iteration 34Q: 3 clusters Score -4171532 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4171563.250000 Penalty: 5211.775879
	Iteration 35Q: 3 clusters Score -4171563 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4171598.000000 Penalty: 5211.775879
	Iteration 36Q: 3 clusters Score -4171598 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4171640.500000 Penalty: 5211.775879
	Iteration 37Q: 3 clusters Score -4171640 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -4171681.000000 Penalty: 5211.775879
	Iteration 38Q: 3 clusters Score -4171681 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4171717.750000 Penalty: 5211.775879
	Iteration 39Q: 3 clusters Score -4171718 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -4171744.250000 Penalty: 5211.775879
	Iteration 40F: 3 clusters Score -4171744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -4171804.500000 Penalty: 5211.775879
	Iteration 41Q: 3 clusters Score -4171804 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -4171832.500000 Penalty: 5211.775879
	Iteration 42Q: 3 clusters Score -4171832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -4171866.750000 Penalty: 5211.775879
	Iteration 43Q: 3 clusters Score -4171867 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4171902.250000 Penalty: 5211.775879
	Iteration 44Q: 3 clusters Score -4171902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4171928.000000 Penalty: 5211.775879
	Iteration 45Q: 3 clusters Score -4171928 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4171957.250000 Penalty: 5211.775879
	Iteration 46Q: 3 clusters Score -4171957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4171970.250000 Penalty: 5211.775879
	Iteration 47Q: 3 clusters Score -4171970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4171977.250000 Penalty: 5211.775879
	Iteration 48Q: 3 clusters Score -4171977 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -4171990.500000 Penalty: 5211.775879
	Iteration 49Q: 3 clusters Score -4171990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -4172010.750000 Penalty: 5211.775879
	Iteration 50Q: 3 clusters Score -4172011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4172025.000000 Penalty: 5211.775879
	Iteration 51Q: 3 clusters Score -4172025 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4172035.750000 Penalty: 5211.775879
	Iteration 52Q: 3 clusters Score -4172036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4172053.000000 Penalty: 5211.775879
	Iteration 53Q: 3 clusters Score -4172053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -4172070.500000 Penalty: 5211.775879
	Iteration 54Q: 3 clusters Score -4172070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4172087.000000 Penalty: 5211.775879
	Iteration 55Q: 3 clusters Score -4172087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4172094.000000 Penalty: 5211.775879
	Iteration 56Q: 3 clusters Score -4172094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4172097.000000 Penalty: 5211.775879
	Iteration 57Q: 3 clusters Score -4172097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4172110.250000 Penalty: 5211.775879
	Iteration 58Q: 3 clusters Score -4172110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4172120.500000 Penalty: 5211.775879
	Iteration 59Q: 3 clusters Score -4172120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4172118.250000 Penalty: 5211.775879
	Iteration 60F: 3 clusters Score -4172118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4172129.250000 Penalty: 5211.775879
	Iteration 61Q: 3 clusters Score -4172129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4172118.250000 Penalty: 5211.775879
	Iteration 62Q: 3 clusters Score -4172118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4172128.250000 Penalty: 5211.775879
	Iteration 63Q: 3 clusters Score -4172128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4172129.500000 Penalty: 5211.775879
	Iteration 64Q: 3 clusters Score -4172130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4172119.250000 Penalty: 5211.775879
	Iteration 65Q: 3 clusters Score -4172119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4172126.000000 Penalty: 5211.775879
	Iteration 66Q: 3 clusters Score -4172126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4172120.500000 Penalty: 5211.775879
	Iteration 67Q: 3 clusters Score -4172120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4172121.500000 Penalty: 5211.775879
	Iteration 68Q: 3 clusters Score -4172122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4172132.250000 Penalty: 5211.775879
	Iteration 69Q: 3 clusters Score -4172132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -4172127.750000 Penalty: 5211.775879
	Iteration 70Q: 3 clusters Score -4172128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4172132.750000 Penalty: 5211.775879
	Iteration 71Q: 3 clusters Score -4172133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4172140.250000 Penalty: 5211.775879
	Iteration 72Q: 3 clusters Score -4172140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4172141.500000 Penalty: 5211.775879
	Iteration 73Q: 3 clusters Score -4172142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4172148.000000 Penalty: 5211.775879
	Iteration 74Q: 3 clusters Score -4172148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4172141.500000 Penalty: 5211.775879
	Iteration 75Q: 3 clusters Score -4172142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4172143.250000 Penalty: 5211.775879
	Iteration 76Q: 3 clusters Score -4172143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4172146.750000 Penalty: 5211.775879
	Iteration 77Q: 3 clusters Score -4172147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4172143.500000 Penalty: 5211.775879
	Iteration 78Q: 3 clusters Score -4172144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4172143.750000 Penalty: 5211.775879
	Iteration 79Q: 3 clusters Score -4172144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4172141.500000 Penalty: 5211.775879
	Iteration 80F: 3 clusters Score -4172142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4172145.500000 Penalty: 5211.775879
	Iteration 81Q: 3 clusters Score -4172146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4172151.750000 Penalty: 5211.775879
	Iteration 82Q: 3 clusters Score -4172152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4172156.250000 Penalty: 5211.775879
	Iteration 83Q: 3 clusters Score -4172156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4172166.250000 Penalty: 5211.775879
	Iteration 84Q: 3 clusters Score -4172166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -4172160.750000 Penalty: 5211.775879
	Iteration 85Q: 3 clusters Score -4172161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4172163.500000 Penalty: 5211.775879
	Iteration 86Q: 3 clusters Score -4172164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4172162.750000 Penalty: 5211.775879
	Iteration 87Q: 3 clusters Score -4172163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4172161.750000 Penalty: 5211.775879
	Iteration 88Q: 3 clusters Score -4172162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4172168.500000 Penalty: 5211.775879
	Iteration 89Q: 3 clusters Score -4172168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4172168.250000 Penalty: 5211.775879
	Iteration 90Q: 3 clusters Score -4172168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4172172.750000 Penalty: 5211.775879
	Iteration 91Q: 3 clusters Score -4172173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4172183.500000 Penalty: 5211.775879
	Iteration 92Q: 3 clusters Score -4172184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4172175.500000 Penalty: 5211.775879
	Iteration 93Q: 3 clusters Score -4172176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4172177.750000 Penalty: 5211.775879
	Iteration 94Q: 3 clusters Score -4172178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4172186.000000 Penalty: 5211.775879
	Iteration 95Q: 3 clusters Score -4172186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4172186.750000 Penalty: 5211.775879
	Iteration 96Q: 3 clusters Score -4172187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4172189.500000 Penalty: 5211.775879
	Iteration 97Q: 3 clusters Score -4172190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4172190.250000 Penalty: 5211.775879
	Iteration 98Q: 3 clusters Score -4172190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4172198.500000 Penalty: 5211.775879
	Iteration 99Q: 3 clusters Score -4172198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4172199.000000 Penalty: 5211.775879
	Iteration 100F: 3 clusters Score -4172199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4172199.250000 Penalty: 5211.775879
	Iteration 101Q: 3 clusters Score -4172199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4172191.500000 Penalty: 5211.775879
	Iteration 102Q: 3 clusters Score -4172192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4172188.750000 Penalty: 5211.775879
	Iteration 103Q: 3 clusters Score -4172189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4172199.750000 Penalty: 5211.775879
	Iteration 104Q: 3 clusters Score -4172200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4172198.750000 Penalty: 5211.775879
	Iteration 105Q: 3 clusters Score -4172199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4172200.250000 Penalty: 5211.775879
	Iteration 106Q: 3 clusters Score -4172200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4172201.500000 Penalty: 5211.775879
	Iteration 107Q: 3 clusters Score -4172202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4172201.500000 Penalty: 5211.775879
	Iteration 108F: 3 clusters Score -4172202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Entering Unmasked Estep 
Score: -5177037.000000 Penalty: 2661.778564
	Iteration 0F: 2 clusters Score -5177037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5146042.000000 Penalty: 5323.557129
	Iteration 0F: 3 clusters Score -5146042 nChanged 21129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -5157915.500000 Penalty: 5323.557129
	Iteration 1F: 3 clusters Score -5157916 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -5158768.000000 Penalty: 5323.557129
	Iteration 2Q: 3 clusters Score -5158768 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -5159896.000000 Penalty: 5323.557129
	Iteration 3F: 3 clusters Score -5159896 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -5161607.500000 Penalty: 5323.557129
	Iteration 4F: 3 clusters Score -5161608 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -5163594.000000 Penalty: 5323.557129
	Iteration 5F: 3 clusters Score -5163594 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -5165634.000000 Penalty: 5323.557129
	Iteration 6F: 3 clusters Score -5165634 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5167216.500000 Penalty: 5323.557129
	Iteration 7F: 3 clusters Score -5167216 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -5168265.000000 Penalty: 5323.557129
	Iteration 8F: 3 clusters Score -5168265 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -5168842.500000 Penalty: 5323.557129
	Iteration 9Q: 3 clusters Score -5168842 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -5169235.500000 Penalty: 5323.557129
	Iteration 10Q: 3 clusters Score -5169236 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5169479.000000 Penalty: 5323.557129
	Iteration 11Q: 3 clusters Score -5169479 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -5169741.000000 Penalty: 5323.557129
	Iteration 12Q: 3 clusters Score -5169741 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -5169920.000000 Penalty: 5323.557129
	Iteration 13Q: 3 clusters Score -5169920 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5170051.500000 Penalty: 5323.557129
	Iteration 14Q: 3 clusters Score -5170052 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5170184.000000 Penalty: 5323.557129
	Iteration 15Q: 3 clusters Score -5170184 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -5170299.500000 Penalty: 5323.557129
	Iteration 16Q: 3 clusters Score -5170300 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -5170407.000000 Penalty: 5323.557129
	Iteration 17Q: 3 clusters Score -5170407 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -5170542.000000 Penalty: 5323.557129
	Iteration 18Q: 3 clusters Score -5170542 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -5170655.000000 Penalty: 5323.557129
	Iteration 19Q: 3 clusters Score -5170655 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -5170770.000000 Penalty: 5323.557129
	Iteration 20F: 3 clusters Score -5170770 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -5170847.000000 Penalty: 5323.557129
	Iteration 21Q: 3 clusters Score -5170847 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -5170985.500000 Penalty: 5323.557129
	Iteration 22Q: 3 clusters Score -5170986 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -5171157.500000 Penalty: 5323.557129
	Iteration 23Q: 3 clusters Score -5171158 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -5171341.000000 Penalty: 5323.557129
	Iteration 24Q: 3 clusters Score -5171341 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -5171592.500000 Penalty: 5323.557129
	Iteration 25Q: 3 clusters Score -5171592 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -5171848.000000 Penalty: 5323.557129
	Iteration 26Q: 3 clusters Score -5171848 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -5172161.500000 Penalty: 5323.557129
	Iteration 27Q: 3 clusters Score -5172162 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -5172528.500000 Penalty: 5323.557129
	Iteration 28Q: 3 clusters Score -5172528 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -5172871.500000 Penalty: 5323.557129
	Iteration 29Q: 3 clusters Score -5172872 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -5173180.500000 Penalty: 5323.557129
	Iteration 30Q: 3 clusters Score -5173180 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -5173508.500000 Penalty: 5323.557129
	Iteration 31Q: 3 clusters Score -5173508 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -5173832.500000 Penalty: 5323.557129
	Iteration 32Q: 3 clusters Score -5173832 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -5174053.500000 Penalty: 5323.557129
	Iteration 33Q: 3 clusters Score -5174054 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -5174263.500000 Penalty: 5323.557129
	Iteration 34Q: 3 clusters Score -5174264 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -5174459.500000 Penalty: 5323.557129
	Iteration 35Q: 3 clusters Score -5174460 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -5174656.000000 Penalty: 5323.557129
	Iteration 36Q: 3 clusters Score -5174656 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5174782.000000 Penalty: 5323.557129
	Iteration 37Q: 3 clusters Score -5174782 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -5174916.500000 Penalty: 5323.557129
	Iteration 38Q: 3 clusters Score -5174916 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -5175016.000000 Penalty: 5323.557129
	Iteration 39Q: 3 clusters Score -5175016 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -5175116.500000 Penalty: 5323.557129
	Iteration 40F: 3 clusters Score -5175116 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -5175191.500000 Penalty: 5323.557129
	Iteration 41Q: 3 clusters Score -5175192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -5175248.000000 Penalty: 5323.557129
	Iteration 42Q: 3 clusters Score -5175248 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -5175292.000000 Penalty: 5323.557129
	Iteration 43Q: 3 clusters Score -5175292 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -5175338.500000 Penalty: 5323.557129
	Iteration 44Q: 3 clusters Score -5175338 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5175373.000000 Penalty: 5323.557129
	Iteration 45Q: 3 clusters Score -5175373 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5175429.500000 Penalty: 5323.557129
	Iteration 46Q: 3 clusters Score -5175430 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5175463.000000 Penalty: 5323.557129
	Iteration 47Q: 3 clusters Score -5175463 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -5175480.500000 Penalty: 5323.557129
	Iteration 48Q: 3 clusters Score -5175480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -5175500.500000 Penalty: 5323.557129
	Iteration 49Q: 3 clusters Score -5175500 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -5175523.000000 Penalty: 5323.557129
	Iteration 50Q: 3 clusters Score -5175523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -5175532.500000 Penalty: 5323.557129
	Iteration 51Q: 3 clusters Score -5175532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -5175544.500000 Penalty: 5323.557129
	Iteration 52Q: 3 clusters Score -5175544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -5175559.500000 Penalty: 5323.557129
	Iteration 53Q: 3 clusters Score -5175560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -5175575.000000 Penalty: 5323.557129
	Iteration 54Q: 3 clusters Score -5175575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -5175594.000000 Penalty: 5323.557129
	Iteration 55Q: 3 clusters Score -5175594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -5175590.000000 Penalty: 5323.557129
	Iteration 56Q: 3 clusters Score -5175590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -5175601.000000 Penalty: 5323.557129
	Iteration 57Q: 3 clusters Score -5175601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5175605.500000 Penalty: 5323.557129
	Iteration 58Q: 3 clusters Score -5175606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -5175603.000000 Penalty: 5323.557129
	Iteration 59Q: 3 clusters Score -5175603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -5175608.500000 Penalty: 5323.557129
	Iteration 60F: 3 clusters Score -5175608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5175628.500000 Penalty: 5323.557129
	Iteration 61Q: 3 clusters Score -5175628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5175623.500000 Penalty: 5323.557129
	Iteration 62Q: 3 clusters Score -5175624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5175635.000000 Penalty: 5323.557129
	Iteration 63Q: 3 clusters Score -5175635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5175641.500000 Penalty: 5323.557129
	Iteration 64Q: 3 clusters Score -5175642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -5175641.500000 Penalty: 5323.557129
	Iteration 65Q: 3 clusters Score -5175642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5175641.000000 Penalty: 5323.557129
	Iteration 66Q: 3 clusters Score -5175641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5175643.000000 Penalty: 5323.557129
	Iteration 67Q: 3 clusters Score -5175643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5175644.500000 Penalty: 5323.557129
	Iteration 68Q: 3 clusters Score -5175644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -5175632.500000 Penalty: 5323.557129
	Iteration 69Q: 3 clusters Score -5175632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -5175634.500000 Penalty: 5323.557129
	Iteration 70Q: 3 clusters Score -5175634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -5175629.500000 Penalty: 5323.557129
	Iteration 71Q: 3 clusters Score -5175630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -5175639.000000 Penalty: 5323.557129
	Iteration 72Q: 3 clusters Score -5175639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5175643.500000 Penalty: 5323.557129
	Iteration 73Q: 3 clusters Score -5175644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -5175643.000000 Penalty: 5323.557129
	Iteration 74Q: 3 clusters Score -5175643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5175648.500000 Penalty: 5323.557129
	Iteration 75Q: 3 clusters Score -5175648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5175640.000000 Penalty: 5323.557129
	Iteration 76Q: 3 clusters Score -5175640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -5175642.500000 Penalty: 5323.557129
	Iteration 77Q: 3 clusters Score -5175642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5175643.500000 Penalty: 5323.557129
	Iteration 78Q: 3 clusters Score -5175644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -5175646.500000 Penalty: 5323.557129
	Iteration 79Q: 3 clusters Score -5175646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -5175645.500000 Penalty: 5323.557129
	Iteration 80F: 3 clusters Score -5175646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5175651.000000 Penalty: 5323.557129
	Iteration 81Q: 3 clusters Score -5175651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5175654.500000 Penalty: 5323.557129
	Iteration 82Q: 3 clusters Score -5175654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5175646.000000 Penalty: 5323.557129
	Iteration 83Q: 3 clusters Score -5175646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -5175651.000000 Penalty: 5323.557129
	Iteration 84Q: 3 clusters Score -5175651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -5175656.500000 Penalty: 5323.557129
	Iteration 85Q: 3 clusters Score -5175656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5175654.500000 Penalty: 5323.557129
	Iteration 86Q: 3 clusters Score -5175654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -5175648.000000 Penalty: 5323.557129
	Iteration 87Q: 3 clusters Score -5175648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5175651.000000 Penalty: 5323.557129
	Iteration 88Q: 3 clusters Score -5175651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5175647.500000 Penalty: 5323.557129
	Iteration 89Q: 3 clusters Score -5175648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -5175644.000000 Penalty: 5323.557129
	Iteration 90Q: 3 clusters Score -5175644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -5175643.000000 Penalty: 5323.557129
	Iteration 91Q: 3 clusters Score -5175643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -5175643.000000 Penalty: 5323.557129
	Iteration 92F: 3 clusters Score -5175643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Entering Unmasked Estep 
Score: -1247409.000000 Penalty: 2327.304688
	Iteration 0F: 2 clusters Score -1247409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1238577.875000 Penalty: 4654.609375
	Iteration 0F: 3 clusters Score -1238578 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1241395.625000 Penalty: 4654.609375
	Iteration 1F: 3 clusters Score -1241396 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1241903.125000 Penalty: 4654.609375
	Iteration 2F: 3 clusters Score -1241903 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1242311.500000 Penalty: 4654.609375
	Iteration 3F: 3 clusters Score -1242312 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1242647.875000 Penalty: 4654.609375
	Iteration 4F: 3 clusters Score -1242648 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1242972.500000 Penalty: 4654.609375
	Iteration 5Q: 3 clusters Score -1242972 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1243337.125000 Penalty: 4654.609375
	Iteration 6Q: 3 clusters Score -1243337 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1243706.875000 Penalty: 4654.609375
	Iteration 7Q: 3 clusters Score -1243707 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1244116.375000 Penalty: 4654.609375
	Iteration 8Q: 3 clusters Score -1244116 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1244441.375000 Penalty: 4654.609375
	Iteration 9Q: 3 clusters Score -1244441 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1244715.625000 Penalty: 4654.609375
	Iteration 10Q: 3 clusters Score -1244716 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1244935.625000 Penalty: 4654.609375
	Iteration 11Q: 3 clusters Score -1244936 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1245107.375000 Penalty: 4654.609375
	Iteration 12Q: 3 clusters Score -1245107 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1245234.250000 Penalty: 4654.609375
	Iteration 13Q: 3 clusters Score -1245234 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1245355.625000 Penalty: 4654.609375
	Iteration 14Q: 3 clusters Score -1245356 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1245462.125000 Penalty: 4654.609375
	Iteration 15Q: 3 clusters Score -1245462 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1245587.375000 Penalty: 4654.609375
	Iteration 16Q: 3 clusters Score -1245587 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1245705.375000 Penalty: 4654.609375
	Iteration 17Q: 3 clusters Score -1245705 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1245810.500000 Penalty: 4654.609375
	Iteration 18Q: 3 clusters Score -1245810 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1245907.750000 Penalty: 4654.609375
	Iteration 19Q: 3 clusters Score -1245908 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1245989.250000 Penalty: 4654.609375
	Iteration 20F: 3 clusters Score -1245989 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1246049.875000 Penalty: 4654.609375
	Iteration 21Q: 3 clusters Score -1246050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1246100.875000 Penalty: 4654.609375
	Iteration 22Q: 3 clusters Score -1246101 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1246133.125000 Penalty: 4654.609375
	Iteration 23Q: 3 clusters Score -1246133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1246161.875000 Penalty: 4654.609375
	Iteration 24Q: 3 clusters Score -1246162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1246179.875000 Penalty: 4654.609375
	Iteration 25Q: 3 clusters Score -1246180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1246202.250000 Penalty: 4654.609375
	Iteration 26Q: 3 clusters Score -1246202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1246225.000000 Penalty: 4654.609375
	Iteration 27Q: 3 clusters Score -1246225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1246246.750000 Penalty: 4654.609375
	Iteration 28Q: 3 clusters Score -1246247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1246259.875000 Penalty: 4654.609375
	Iteration 29Q: 3 clusters Score -1246260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1246269.000000 Penalty: 4654.609375
	Iteration 30Q: 3 clusters Score -1246269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1246278.375000 Penalty: 4654.609375
	Iteration 31Q: 3 clusters Score -1246278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1246287.750000 Penalty: 4654.609375
	Iteration 32Q: 3 clusters Score -1246288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1246299.000000 Penalty: 4654.609375
	Iteration 33Q: 3 clusters Score -1246299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1246306.375000 Penalty: 4654.609375
	Iteration 34Q: 3 clusters Score -1246306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1246311.500000 Penalty: 4654.609375
	Iteration 35Q: 3 clusters Score -1246312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1246317.125000 Penalty: 4654.609375
	Iteration 36Q: 3 clusters Score -1246317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1246322.875000 Penalty: 4654.609375
	Iteration 37Q: 3 clusters Score -1246323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1246337.375000 Penalty: 4654.609375
	Iteration 38Q: 3 clusters Score -1246337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1246347.000000 Penalty: 4654.609375
	Iteration 39Q: 3 clusters Score -1246347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1246356.125000 Penalty: 4654.609375
	Iteration 40F: 3 clusters Score -1246356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1246356.375000 Penalty: 4654.609375
	Iteration 41Q: 3 clusters Score -1246356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1246358.250000 Penalty: 4654.609375
	Iteration 42Q: 3 clusters Score -1246358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1246361.125000 Penalty: 4654.609375
	Iteration 43Q: 3 clusters Score -1246361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1246365.250000 Penalty: 4654.609375
	Iteration 44Q: 3 clusters Score -1246365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1246364.750000 Penalty: 4654.609375
	Iteration 45Q: 3 clusters Score -1246365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1246369.375000 Penalty: 4654.609375
	Iteration 46Q: 3 clusters Score -1246369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1246370.750000 Penalty: 4654.609375
	Iteration 47Q: 3 clusters Score -1246371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1246371.500000 Penalty: 4654.609375
	Iteration 48Q: 3 clusters Score -1246372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1246378.125000 Penalty: 4654.609375
	Iteration 49Q: 3 clusters Score -1246378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1246380.000000 Penalty: 4654.609375
	Iteration 50Q: 3 clusters Score -1246380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1246379.375000 Penalty: 4654.609375
	Iteration 51Q: 3 clusters Score -1246379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1246382.125000 Penalty: 4654.609375
	Iteration 52Q: 3 clusters Score -1246382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1246387.000000 Penalty: 4654.609375
	Iteration 53Q: 3 clusters Score -1246387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1246387.375000 Penalty: 4654.609375
	Iteration 54Q: 3 clusters Score -1246387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1246390.000000 Penalty: 4654.609375
	Iteration 55Q: 3 clusters Score -1246390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1246391.000000 Penalty: 4654.609375
	Iteration 56Q: 3 clusters Score -1246391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1246390.125000 Penalty: 4654.609375
	Iteration 57Q: 3 clusters Score -1246390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1246394.750000 Penalty: 4654.609375
	Iteration 58Q: 3 clusters Score -1246395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1246398.875000 Penalty: 4654.609375
	Iteration 59Q: 3 clusters Score -1246399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1246403.125000 Penalty: 4654.609375
	Iteration 60F: 3 clusters Score -1246403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1246409.375000 Penalty: 4654.609375
	Iteration 61Q: 3 clusters Score -1246409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1246409.750000 Penalty: 4654.609375
	Iteration 62Q: 3 clusters Score -1246410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1246413.750000 Penalty: 4654.609375
	Iteration 63Q: 3 clusters Score -1246414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1246418.375000 Penalty: 4654.609375
	Iteration 64Q: 3 clusters Score -1246418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1246422.125000 Penalty: 4654.609375
	Iteration 65Q: 3 clusters Score -1246422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1246423.250000 Penalty: 4654.609375
	Iteration 66Q: 3 clusters Score -1246423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1246426.500000 Penalty: 4654.609375
	Iteration 67Q: 3 clusters Score -1246426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1246428.250000 Penalty: 4654.609375
	Iteration 68Q: 3 clusters Score -1246428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1246428.625000 Penalty: 4654.609375
	Iteration 69Q: 3 clusters Score -1246429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1246430.000000 Penalty: 4654.609375
	Iteration 70Q: 3 clusters Score -1246430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1246430.125000 Penalty: 4654.609375
	Iteration 71Q: 3 clusters Score -1246430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1246430.125000 Penalty: 4654.609375
	Iteration 72F: 3 clusters Score -1246430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Entering Unmasked Estep 
Score: -1214556.125000 Penalty: 2308.836426
	Iteration 0F: 2 clusters Score -1214556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1206187.875000 Penalty: 4617.672852
	Iteration 0F: 3 clusters Score -1206188 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1208740.500000 Penalty: 4617.672852
	Iteration 1F: 3 clusters Score -1208740 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1209192.250000 Penalty: 4617.672852
	Iteration 2F: 3 clusters Score -1209192 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1209594.875000 Penalty: 4617.672852
	Iteration 3F: 3 clusters Score -1209595 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1209984.625000 Penalty: 4617.672852
	Iteration 4F: 3 clusters Score -1209985 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1210367.875000 Penalty: 4617.672852
	Iteration 5F: 3 clusters Score -1210368 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1210776.375000 Penalty: 4617.672852
	Iteration 6F: 3 clusters Score -1210776 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1211142.625000 Penalty: 4617.672852
	Iteration 7F: 3 clusters Score -1211143 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1211513.250000 Penalty: 4617.672852
	Iteration 8F: 3 clusters Score -1211513 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1211827.875000 Penalty: 4617.672852
	Iteration 9Q: 3 clusters Score -1211828 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1212112.750000 Penalty: 4617.672852
	Iteration 10Q: 3 clusters Score -1212113 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1212367.875000 Penalty: 4617.672852
	Iteration 11Q: 3 clusters Score -1212368 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1212579.000000 Penalty: 4617.672852
	Iteration 12Q: 3 clusters Score -1212579 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1212756.875000 Penalty: 4617.672852
	Iteration 13Q: 3 clusters Score -1212757 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1212930.750000 Penalty: 4617.672852
	Iteration 14Q: 3 clusters Score -1212931 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1213077.625000 Penalty: 4617.672852
	Iteration 15Q: 3 clusters Score -1213078 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1213189.125000 Penalty: 4617.672852
	Iteration 16Q: 3 clusters Score -1213189 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1213271.875000 Penalty: 4617.672852
	Iteration 17Q: 3 clusters Score -1213272 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1213320.750000 Penalty: 4617.672852
	Iteration 18Q: 3 clusters Score -1213321 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1213360.000000 Penalty: 4617.672852
	Iteration 19Q: 3 clusters Score -1213360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1213379.875000 Penalty: 4617.672852
	Iteration 20F: 3 clusters Score -1213380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1213393.000000 Penalty: 4617.672852
	Iteration 21Q: 3 clusters Score -1213393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1213404.000000 Penalty: 4617.672852
	Iteration 22Q: 3 clusters Score -1213404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1213407.125000 Penalty: 4617.672852
	Iteration 23Q: 3 clusters Score -1213407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1213414.375000 Penalty: 4617.672852
	Iteration 24Q: 3 clusters Score -1213414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1213416.375000 Penalty: 4617.672852
	Iteration 25Q: 3 clusters Score -1213416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1213422.625000 Penalty: 4617.672852
	Iteration 26Q: 3 clusters Score -1213423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1213425.125000 Penalty: 4617.672852
	Iteration 27Q: 3 clusters Score -1213425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1213427.625000 Penalty: 4617.672852
	Iteration 28Q: 3 clusters Score -1213428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1213430.250000 Penalty: 4617.672852
	Iteration 29Q: 3 clusters Score -1213430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1213432.875000 Penalty: 4617.672852
	Iteration 30Q: 3 clusters Score -1213433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1213433.625000 Penalty: 4617.672852
	Iteration 31Q: 3 clusters Score -1213434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1213433.375000 Penalty: 4617.672852
	Iteration 32Q: 3 clusters Score -1213433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1213433.375000 Penalty: 4617.672852
	Iteration 33F: 3 clusters Score -1213433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Entering Unmasked Estep 
Score: -1027928.062500 Penalty: 2274.401855
	Iteration 0F: 2 clusters Score -1027928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1020533.812500 Penalty: 4548.803711
	Iteration 0F: 3 clusters Score -1020534 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1022777.187500 Penalty: 4548.803711
	Iteration 1F: 3 clusters Score -1022777 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1023287.625000 Penalty: 4548.803711
	Iteration 2F: 3 clusters Score -1023288 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1023804.750000 Penalty: 4548.803711
	Iteration 3F: 3 clusters Score -1023805 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1024312.437500 Penalty: 4548.803711
	Iteration 4F: 3 clusters Score -1024312 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1024774.375000 Penalty: 4548.803711
	Iteration 5F: 3 clusters Score -1024774 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1025130.562500 Penalty: 4548.803711
	Iteration 6F: 3 clusters Score -1025131 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1025384.812500 Penalty: 4548.803711
	Iteration 7Q: 3 clusters Score -1025385 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1025610.937500 Penalty: 4548.803711
	Iteration 8Q: 3 clusters Score -1025611 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1025825.375000 Penalty: 4548.803711
	Iteration 9Q: 3 clusters Score -1025825 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1026032.687500 Penalty: 4548.803711
	Iteration 10Q: 3 clusters Score -1026033 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1026221.250000 Penalty: 4548.803711
	Iteration 11Q: 3 clusters Score -1026221 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1026401.312500 Penalty: 4548.803711
	Iteration 12Q: 3 clusters Score -1026401 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1026558.937500 Penalty: 4548.803711
	Iteration 13Q: 3 clusters Score -1026559 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1026693.000000 Penalty: 4548.803711
	Iteration 14Q: 3 clusters Score -1026693 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1026792.875000 Penalty: 4548.803711
	Iteration 15Q: 3 clusters Score -1026793 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1026845.750000 Penalty: 4548.803711
	Iteration 16Q: 3 clusters Score -1026846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1026899.875000 Penalty: 4548.803711
	Iteration 17Q: 3 clusters Score -1026900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1026932.625000 Penalty: 4548.803711
	Iteration 18Q: 3 clusters Score -1026933 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1026964.812500 Penalty: 4548.803711
	Iteration 19Q: 3 clusters Score -1026965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1026993.750000 Penalty: 4548.803711
	Iteration 20F: 3 clusters Score -1026994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1027010.812500 Penalty: 4548.803711
	Iteration 21Q: 3 clusters Score -1027011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1027033.125000 Penalty: 4548.803711
	Iteration 22Q: 3 clusters Score -1027033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1027056.062500 Penalty: 4548.803711
	Iteration 23Q: 3 clusters Score -1027056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1027079.187500 Penalty: 4548.803711
	Iteration 24Q: 3 clusters Score -1027079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1027092.062500 Penalty: 4548.803711
	Iteration 25Q: 3 clusters Score -1027092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1027106.125000 Penalty: 4548.803711
	Iteration 26Q: 3 clusters Score -1027106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1027123.500000 Penalty: 4548.803711
	Iteration 27Q: 3 clusters Score -1027124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1027130.312500 Penalty: 4548.803711
	Iteration 28Q: 3 clusters Score -1027130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1027139.125000 Penalty: 4548.803711
	Iteration 29Q: 3 clusters Score -1027139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1027140.500000 Penalty: 4548.803711
	Iteration 30Q: 3 clusters Score -1027140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1027144.250000 Penalty: 4548.803711
	Iteration 31Q: 3 clusters Score -1027144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1027147.000000 Penalty: 4548.803711
	Iteration 32Q: 3 clusters Score -1027147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1027147.062500 Penalty: 4548.803711
	Iteration 33Q: 3 clusters Score -1027147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1027147.375000 Penalty: 4548.803711
	Iteration 34Q: 3 clusters Score -1027147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1027151.187500 Penalty: 4548.803711
	Iteration 35Q: 3 clusters Score -1027151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1027151.312500 Penalty: 4548.803711
	Iteration 36Q: 3 clusters Score -1027151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1027151.062500 Penalty: 4548.803711
	Iteration 37Q: 3 clusters Score -1027151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1027151.312500 Penalty: 4548.803711
	Iteration 38Q: 3 clusters Score -1027151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1027150.875000 Penalty: 4548.803711
	Iteration 39Q: 3 clusters Score -1027151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1027150.875000 Penalty: 4548.803711
	Iteration 40F: 3 clusters Score -1027151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -139638.015625 Penalty: 1802.346313
	Iteration 0F: 2 clusters Score -139638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -137419.546875 Penalty: 3604.692627
	Iteration 0F: 3 clusters Score -137419.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137823.859375 Penalty: 3604.692627
	Iteration 1F: 3 clusters Score -137823.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137994.734375 Penalty: 3604.692627
	Iteration 2F: 3 clusters Score -137994.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -138116.281250 Penalty: 3604.692627
	Iteration 3F: 3 clusters Score -138116.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -138190.265625 Penalty: 3604.692627
	Iteration 4Q: 3 clusters Score -138190.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138240.468750 Penalty: 3604.692627
	Iteration 5Q: 3 clusters Score -138240.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -138296.500000 Penalty: 3604.692627
	Iteration 6Q: 3 clusters Score -138296.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -138341.343750 Penalty: 3604.692627
	Iteration 7Q: 3 clusters Score -138341.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -138370.734375 Penalty: 3604.692627
	Iteration 8Q: 3 clusters Score -138370.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -138397.203125 Penalty: 3604.692627
	Iteration 9Q: 3 clusters Score -138397.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138412.125000 Penalty: 3604.692627
	Iteration 10Q: 3 clusters Score -138412.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -138437.406250 Penalty: 3604.692627
	Iteration 11Q: 3 clusters Score -138437.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -138467.781250 Penalty: 3604.692627
	Iteration 12Q: 3 clusters Score -138467.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -138506.359375 Penalty: 3604.692627
	Iteration 13Q: 3 clusters Score -138506.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -138551.203125 Penalty: 3604.692627
	Iteration 14Q: 3 clusters Score -138551.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -138586.281250 Penalty: 3604.692627
	Iteration 15Q: 3 clusters Score -138586.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -138609.843750 Penalty: 3604.692627
	Iteration 16Q: 3 clusters Score -138609.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -138623.328125 Penalty: 3604.692627
	Iteration 17Q: 3 clusters Score -138623.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -138635.515625 Penalty: 3604.692627
	Iteration 18Q: 3 clusters Score -138635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138644.015625 Penalty: 3604.692627
	Iteration 19Q: 3 clusters Score -138644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138651.468750 Penalty: 3604.692627
	Iteration 20F: 3 clusters Score -138651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -138658.359375 Penalty: 3604.692627
	Iteration 21Q: 3 clusters Score -138658.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -138669.781250 Penalty: 3604.692627
	Iteration 22Q: 3 clusters Score -138669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138678.796875 Penalty: 3604.692627
	Iteration 23Q: 3 clusters Score -138678.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -138688.953125 Penalty: 3604.692627
	Iteration 24Q: 3 clusters Score -138689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138698.625000 Penalty: 3604.692627
	Iteration 25Q: 3 clusters Score -138698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -138708.375000 Penalty: 3604.692627
	Iteration 26Q: 3 clusters Score -138708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -138718.343750 Penalty: 3604.692627
	Iteration 27Q: 3 clusters Score -138718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138723.000000 Penalty: 3604.692627
	Iteration 28Q: 3 clusters Score -138723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -138725.093750 Penalty: 3604.692627
	Iteration 29Q: 3 clusters Score -138725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138728.140625 Penalty: 3604.692627
	Iteration 30Q: 3 clusters Score -138728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -138732.703125 Penalty: 3604.692627
	Iteration 31Q: 3 clusters Score -138732.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138735.796875 Penalty: 3604.692627
	Iteration 32Q: 3 clusters Score -138735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138739.046875 Penalty: 3604.692627
	Iteration 33Q: 3 clusters Score -138739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138741.781250 Penalty: 3604.692627
	Iteration 34Q: 3 clusters Score -138741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -138745.828125 Penalty: 3604.692627
	Iteration 35Q: 3 clusters Score -138745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -138753.859375 Penalty: 3604.692627
	Iteration 36Q: 3 clusters Score -138753.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -138762.640625 Penalty: 3604.692627
	Iteration 37Q: 3 clusters Score -138762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138768.765625 Penalty: 3604.692627
	Iteration 38Q: 3 clusters Score -138768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138773.843750 Penalty: 3604.692627
	Iteration 39Q: 3 clusters Score -138773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138773.843750 Penalty: 3604.692627
	Iteration 40F: 3 clusters Score -138773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Entering Unmasked Estep 
Score: -1291308.500000 Penalty: 2335.766113
	Iteration 0F: 2 clusters Score -1291308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1282248.875000 Penalty: 4671.532227
	Iteration 0F: 3 clusters Score -1282249 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1285020.250000 Penalty: 4671.532227
	Iteration 1F: 3 clusters Score -1285020 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1285397.875000 Penalty: 4671.532227
	Iteration 2F: 3 clusters Score -1285398 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1285711.250000 Penalty: 4671.532227
	Iteration 3F: 3 clusters Score -1285711 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1286022.250000 Penalty: 4671.532227
	Iteration 4Q: 3 clusters Score -1286022 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1286310.625000 Penalty: 4671.532227
	Iteration 5Q: 3 clusters Score -1286311 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1286585.500000 Penalty: 4671.532227
	Iteration 6Q: 3 clusters Score -1286586 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1286853.625000 Penalty: 4671.532227
	Iteration 7Q: 3 clusters Score -1286854 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1287130.125000 Penalty: 4671.532227
	Iteration 8Q: 3 clusters Score -1287130 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1287395.375000 Penalty: 4671.532227
	Iteration 9Q: 3 clusters Score -1287395 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1287622.500000 Penalty: 4671.532227
	Iteration 10Q: 3 clusters Score -1287622 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1287813.375000 Penalty: 4671.532227
	Iteration 11Q: 3 clusters Score -1287813 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1287956.625000 Penalty: 4671.532227
	Iteration 12Q: 3 clusters Score -1287957 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1288050.625000 Penalty: 4671.532227
	Iteration 13Q: 3 clusters Score -1288051 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1288138.875000 Penalty: 4671.532227
	Iteration 14Q: 3 clusters Score -1288139 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1288233.500000 Penalty: 4671.532227
	Iteration 15Q: 3 clusters Score -1288234 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1288308.250000 Penalty: 4671.532227
	Iteration 16Q: 3 clusters Score -1288308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1288369.625000 Penalty: 4671.532227
	Iteration 17Q: 3 clusters Score -1288370 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1288431.000000 Penalty: 4671.532227
	Iteration 18Q: 3 clusters Score -1288431 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1288516.375000 Penalty: 4671.532227
	Iteration 19Q: 3 clusters Score -1288516 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1288583.250000 Penalty: 4671.532227
	Iteration 20F: 3 clusters Score -1288583 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1288650.375000 Penalty: 4671.532227
	Iteration 21Q: 3 clusters Score -1288650 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1288695.375000 Penalty: 4671.532227
	Iteration 22Q: 3 clusters Score -1288695 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1288746.500000 Penalty: 4671.532227
	Iteration 23Q: 3 clusters Score -1288746 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1288783.125000 Penalty: 4671.532227
	Iteration 24Q: 3 clusters Score -1288783 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1288814.250000 Penalty: 4671.532227
	Iteration 25Q: 3 clusters Score -1288814 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1288853.250000 Penalty: 4671.532227
	Iteration 26Q: 3 clusters Score -1288853 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1288905.000000 Penalty: 4671.532227
	Iteration 27Q: 3 clusters Score -1288905 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1288951.625000 Penalty: 4671.532227
	Iteration 28Q: 3 clusters Score -1288952 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1288996.500000 Penalty: 4671.532227
	Iteration 29Q: 3 clusters Score -1288996 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1289048.500000 Penalty: 4671.532227
	Iteration 30Q: 3 clusters Score -1289048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1289090.500000 Penalty: 4671.532227
	Iteration 31Q: 3 clusters Score -1289090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1289151.875000 Penalty: 4671.532227
	Iteration 32Q: 3 clusters Score -1289152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1289201.250000 Penalty: 4671.532227
	Iteration 33Q: 3 clusters Score -1289201 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1289250.250000 Penalty: 4671.532227
	Iteration 34Q: 3 clusters Score -1289250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1289301.625000 Penalty: 4671.532227
	Iteration 35Q: 3 clusters Score -1289302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1289331.750000 Penalty: 4671.532227
	Iteration 36Q: 3 clusters Score -1289332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1289357.750000 Penalty: 4671.532227
	Iteration 37Q: 3 clusters Score -1289358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1289383.625000 Penalty: 4671.532227
	Iteration 38Q: 3 clusters Score -1289384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1289409.750000 Penalty: 4671.532227
	Iteration 39Q: 3 clusters Score -1289410 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1289429.500000 Penalty: 4671.532227
	Iteration 40F: 3 clusters Score -1289430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1289446.125000 Penalty: 4671.532227
	Iteration 41Q: 3 clusters Score -1289446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1289471.750000 Penalty: 4671.532227
	Iteration 42Q: 3 clusters Score -1289472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1289490.625000 Penalty: 4671.532227
	Iteration 43Q: 3 clusters Score -1289491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1289507.000000 Penalty: 4671.532227
	Iteration 44Q: 3 clusters Score -1289507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1289527.000000 Penalty: 4671.532227
	Iteration 45Q: 3 clusters Score -1289527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1289544.250000 Penalty: 4671.532227
	Iteration 46Q: 3 clusters Score -1289544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1289557.000000 Penalty: 4671.532227
	Iteration 47Q: 3 clusters Score -1289557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1289565.500000 Penalty: 4671.532227
	Iteration 48Q: 3 clusters Score -1289566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1289578.250000 Penalty: 4671.532227
	Iteration 49Q: 3 clusters Score -1289578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1289595.375000 Penalty: 4671.532227
	Iteration 50Q: 3 clusters Score -1289595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1289599.875000 Penalty: 4671.532227
	Iteration 51Q: 3 clusters Score -1289600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1289612.250000 Penalty: 4671.532227
	Iteration 52Q: 3 clusters Score -1289612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1289623.625000 Penalty: 4671.532227
	Iteration 53Q: 3 clusters Score -1289624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1289638.750000 Penalty: 4671.532227
	Iteration 54Q: 3 clusters Score -1289639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1289650.750000 Penalty: 4671.532227
	Iteration 55Q: 3 clusters Score -1289651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1289667.625000 Penalty: 4671.532227
	Iteration 56Q: 3 clusters Score -1289668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1289679.250000 Penalty: 4671.532227
	Iteration 57Q: 3 clusters Score -1289679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1289692.625000 Penalty: 4671.532227
	Iteration 58Q: 3 clusters Score -1289693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1289704.125000 Penalty: 4671.532227
	Iteration 59Q: 3 clusters Score -1289704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1289710.500000 Penalty: 4671.532227
	Iteration 60F: 3 clusters Score -1289710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1289714.000000 Penalty: 4671.532227
	Iteration 61Q: 3 clusters Score -1289714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1289718.875000 Penalty: 4671.532227
	Iteration 62Q: 3 clusters Score -1289719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1289720.375000 Penalty: 4671.532227
	Iteration 63Q: 3 clusters Score -1289720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1289723.750000 Penalty: 4671.532227
	Iteration 64Q: 3 clusters Score -1289724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1289730.125000 Penalty: 4671.532227
	Iteration 65Q: 3 clusters Score -1289730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1289728.875000 Penalty: 4671.532227
	Iteration 66Q: 3 clusters Score -1289729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1289733.875000 Penalty: 4671.532227
	Iteration 67Q: 3 clusters Score -1289734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1289736.375000 Penalty: 4671.532227
	Iteration 68Q: 3 clusters Score -1289736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1289734.375000 Penalty: 4671.532227
	Iteration 69Q: 3 clusters Score -1289734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1289738.375000 Penalty: 4671.532227
	Iteration 70Q: 3 clusters Score -1289738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1289739.000000 Penalty: 4671.532227
	Iteration 71Q: 3 clusters Score -1289739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1289740.250000 Penalty: 4671.532227
	Iteration 72Q: 3 clusters Score -1289740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1289741.375000 Penalty: 4671.532227
	Iteration 73Q: 3 clusters Score -1289741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1289742.750000 Penalty: 4671.532227
	Iteration 74Q: 3 clusters Score -1289743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1289743.625000 Penalty: 4671.532227
	Iteration 75Q: 3 clusters Score -1289744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1289743.000000 Penalty: 4671.532227
	Iteration 76Q: 3 clusters Score -1289743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1289744.250000 Penalty: 4671.532227
	Iteration 77Q: 3 clusters Score -1289744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1289748.250000 Penalty: 4671.532227
	Iteration 78Q: 3 clusters Score -1289748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1289749.625000 Penalty: 4671.532227
	Iteration 79Q: 3 clusters Score -1289750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1289751.125000 Penalty: 4671.532227
	Iteration 80F: 3 clusters Score -1289751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1289750.875000 Penalty: 4671.532227
	Iteration 81Q: 3 clusters Score -1289751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1289752.750000 Penalty: 4671.532227
	Iteration 82Q: 3 clusters Score -1289753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1289752.000000 Penalty: 4671.532227
	Iteration 83Q: 3 clusters Score -1289752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1289752.000000 Penalty: 4671.532227
	Iteration 84F: 3 clusters Score -1289752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -629170.625000 Penalty: 2153.143311
	Iteration 0F: 2 clusters Score -629170.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -624089.937500 Penalty: 4306.286621
	Iteration 0F: 3 clusters Score -624089.9 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -625359.750000 Penalty: 4306.286621
	Iteration 1F: 3 clusters Score -625359.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -625678.937500 Penalty: 4306.286621
	Iteration 2F: 3 clusters Score -625678.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -625907.062500 Penalty: 4306.286621
	Iteration 3F: 3 clusters Score -625907.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -626076.875000 Penalty: 4306.286621
	Iteration 4Q: 3 clusters Score -626076.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -626220.187500 Penalty: 4306.286621
	Iteration 5Q: 3 clusters Score -626220.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -626333.687500 Penalty: 4306.286621
	Iteration 6Q: 3 clusters Score -626333.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -626452.500000 Penalty: 4306.286621
	Iteration 7Q: 3 clusters Score -626452.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -626549.250000 Penalty: 4306.286621
	Iteration 8Q: 3 clusters Score -626549.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -626640.437500 Penalty: 4306.286621
	Iteration 9Q: 3 clusters Score -626640.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -626725.687500 Penalty: 4306.286621
	Iteration 10Q: 3 clusters Score -626725.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -626806.000000 Penalty: 4306.286621
	Iteration 11Q: 3 clusters Score -626806 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -626913.750000 Penalty: 4306.286621
	Iteration 12Q: 3 clusters Score -626913.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -627117.562500 Penalty: 4306.286621
	Iteration 13Q: 3 clusters Score -627117.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -627463.312500 Penalty: 4306.286621
	Iteration 14Q: 3 clusters Score -627463.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -627976.812500 Penalty: 4306.286621
	Iteration 15Q: 3 clusters Score -627976.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -628449.437500 Penalty: 4306.286621
	Iteration 16Q: 3 clusters Score -628449.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -628703.250000 Penalty: 4306.286621
	Iteration 17Q: 3 clusters Score -628703.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -628805.125000 Penalty: 4306.286621
	Iteration 18Q: 3 clusters Score -628805.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -628860.812500 Penalty: 4306.286621
	Iteration 19Q: 3 clusters Score -628860.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -628893.312500 Penalty: 4306.286621
	Iteration 20F: 3 clusters Score -628893.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -628918.750000 Penalty: 4306.286621
	Iteration 21Q: 3 clusters Score -628918.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -628936.437500 Penalty: 4306.286621
	Iteration 22Q: 3 clusters Score -628936.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -628946.250000 Penalty: 4306.286621
	Iteration 23Q: 3 clusters Score -628946.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -628957.875000 Penalty: 4306.286621
	Iteration 24Q: 3 clusters Score -628957.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -628971.750000 Penalty: 4306.286621
	Iteration 25Q: 3 clusters Score -628971.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -628980.500000 Penalty: 4306.286621
	Iteration 26Q: 3 clusters Score -628980.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -628984.937500 Penalty: 4306.286621
	Iteration 27Q: 3 clusters Score -628984.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -628989.250000 Penalty: 4306.286621
	Iteration 28Q: 3 clusters Score -628989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -628993.187500 Penalty: 4306.286621
	Iteration 29Q: 3 clusters Score -628993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -628995.812500 Penalty: 4306.286621
	Iteration 30Q: 3 clusters Score -628995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -628996.812500 Penalty: 4306.286621
	Iteration 31Q: 3 clusters Score -628996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -628999.625000 Penalty: 4306.286621
	Iteration 32Q: 3 clusters Score -628999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -629000.625000 Penalty: 4306.286621
	Iteration 33Q: 3 clusters Score -629000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -629002.937500 Penalty: 4306.286621
	Iteration 34Q: 3 clusters Score -629002.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -629004.625000 Penalty: 4306.286621
	Iteration 35Q: 3 clusters Score -629004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -629006.000000 Penalty: 4306.286621
	Iteration 36Q: 3 clusters Score -629006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -629006.000000 Penalty: 4306.286621
	Iteration 37F: 3 clusters Score -629006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -73680.859375 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -73680.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72040.750000 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -72040.75 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72340.250000 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -72340.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72486.609375 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -72486.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72558.007812 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -72558.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72646.070312 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -72646.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72752.382812 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -72752.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72871.523438 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -72871.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72972.875000 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -72972.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73170.882812 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -73170.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73342.898438 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -73342.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73488.203125 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -73488.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73590.046875 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -73590.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73629.156250 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -73629.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73650.875000 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -73650.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73658.992188 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -73658.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73666.953125 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -73666.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73673.367188 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -73673.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73673.367188 Penalty: 3245.780273
	Iteration 17F: 3 clusters Score -73673.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -129486.765625 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -129486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127410.226562 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -127410.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127748.445312 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -127748.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127848.906250 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -127848.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127890.890625 Penalty: 3515.436523
	Iteration 3Q: 3 clusters Score -127890.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -127917.656250 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -127917.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127930.523438 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -127930.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127949.921875 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -127949.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -127965.812500 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -127965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127972.031250 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -127972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127976.812500 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -127976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127979.125000 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -127979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127980.328125 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -127980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127982.359375 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -127982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127985.640625 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -127985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -127989.367188 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -127989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -127993.335938 Penalty: 3515.436523
	Iteration 15Q: 3 clusters Score -127993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -127996.859375 Penalty: 3515.436523
	Iteration 16Q: 3 clusters Score -127996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -128000.593750 Penalty: 3515.436523
	Iteration 17Q: 3 clusters Score -128000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -128004.093750 Penalty: 3515.436523
	Iteration 18Q: 3 clusters Score -128004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -128008.242188 Penalty: 3515.436523
	Iteration 19Q: 3 clusters Score -128008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -128009.390625 Penalty: 3515.436523
	Iteration 20F: 3 clusters Score -128009.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128010.796875 Penalty: 3515.436523
	Iteration 21Q: 3 clusters Score -128010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -128015.460938 Penalty: 3515.436523
	Iteration 22Q: 3 clusters Score -128015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -128017.773438 Penalty: 3515.436523
	Iteration 23Q: 3 clusters Score -128017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -128021.007812 Penalty: 3515.436523
	Iteration 24Q: 3 clusters Score -128021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -128025.695312 Penalty: 3515.436523
	Iteration 25Q: 3 clusters Score -128025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -128026.179688 Penalty: 3515.436523
	Iteration 26Q: 3 clusters Score -128026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -128026.179688 Penalty: 3515.436523
	Iteration 27F: 3 clusters Score -128026.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -325385.781250 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -325385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -322194.062500 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -322194.1 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -322842.343750 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -322842.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -323023.250000 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -323023.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -323135.593750 Penalty: 3949.185303
	Iteration 3Q: 3 clusters Score -323135.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -323211.281250 Penalty: 3949.185303
	Iteration 4Q: 3 clusters Score -323211.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -323272.000000 Penalty: 3949.185303
	Iteration 5Q: 3 clusters Score -323272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -323323.593750 Penalty: 3949.185303
	Iteration 6Q: 3 clusters Score -323323.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -323373.312500 Penalty: 3949.185303
	Iteration 7Q: 3 clusters Score -323373.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -323409.875000 Penalty: 3949.185303
	Iteration 8Q: 3 clusters Score -323409.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -323436.906250 Penalty: 3949.185303
	Iteration 9Q: 3 clusters Score -323436.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -323458.875000 Penalty: 3949.185303
	Iteration 10Q: 3 clusters Score -323458.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -323480.875000 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -323480.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -323497.531250 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -323497.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -323509.781250 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -323509.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -323520.875000 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -323520.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -323529.312500 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -323529.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -323539.812500 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -323539.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -323545.531250 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -323545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -323551.250000 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -323551.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -323555.718750 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -323555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -323561.093750 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -323561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -323565.156250 Penalty: 3949.185303
	Iteration 21Q: 3 clusters Score -323565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -323568.906250 Penalty: 3949.185303
	Iteration 22Q: 3 clusters Score -323568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -323572.875000 Penalty: 3949.185303
	Iteration 23Q: 3 clusters Score -323572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -323579.750000 Penalty: 3949.185303
	Iteration 24Q: 3 clusters Score -323579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -323588.093750 Penalty: 3949.185303
	Iteration 25Q: 3 clusters Score -323588.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -323595.531250 Penalty: 3949.185303
	Iteration 26Q: 3 clusters Score -323595.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -323605.656250 Penalty: 3949.185303
	Iteration 27Q: 3 clusters Score -323605.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -323618.375000 Penalty: 3949.185303
	Iteration 28Q: 3 clusters Score -323618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -323622.031250 Penalty: 3949.185303
	Iteration 29Q: 3 clusters Score -323622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -323627.500000 Penalty: 3949.185303
	Iteration 30Q: 3 clusters Score -323627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -323629.031250 Penalty: 3949.185303
	Iteration 31Q: 3 clusters Score -323629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -323629.343750 Penalty: 3949.185303
	Iteration 32Q: 3 clusters Score -323629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -323629.343750 Penalty: 3949.185303
	Iteration 33F: 3 clusters Score -323629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Entering Unmasked Estep 
Score: -515844.437500 Penalty: 2117.272217
	Iteration 0F: 2 clusters Score -515844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -511245.718750 Penalty: 4234.544434
	Iteration 0F: 3 clusters Score -511245.7 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -512527.625000 Penalty: 4234.544434
	Iteration 1F: 3 clusters Score -512527.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -512893.906250 Penalty: 4234.544434
	Iteration 2F: 3 clusters Score -512893.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -513138.125000 Penalty: 4234.544434
	Iteration 3F: 3 clusters Score -513138.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -513350.843750 Penalty: 4234.544434
	Iteration 4Q: 3 clusters Score -513350.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -513556.343750 Penalty: 4234.544434
	Iteration 5Q: 3 clusters Score -513556.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -513724.187500 Penalty: 4234.544434
	Iteration 6Q: 3 clusters Score -513724.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -513848.687500 Penalty: 4234.544434
	Iteration 7Q: 3 clusters Score -513848.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -513934.500000 Penalty: 4234.544434
	Iteration 8Q: 3 clusters Score -513934.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -513985.750000 Penalty: 4234.544434
	Iteration 9Q: 3 clusters Score -513985.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -514030.312500 Penalty: 4234.544434
	Iteration 10Q: 3 clusters Score -514030.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -514072.000000 Penalty: 4234.544434
	Iteration 11Q: 3 clusters Score -514072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -514109.531250 Penalty: 4234.544434
	Iteration 12Q: 3 clusters Score -514109.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -514137.968750 Penalty: 4234.544434
	Iteration 13Q: 3 clusters Score -514138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -514161.656250 Penalty: 4234.544434
	Iteration 14Q: 3 clusters Score -514161.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -514180.000000 Penalty: 4234.544434
	Iteration 15Q: 3 clusters Score -514180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -514201.468750 Penalty: 4234.544434
	Iteration 16Q: 3 clusters Score -514201.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -514232.406250 Penalty: 4234.544434
	Iteration 17Q: 3 clusters Score -514232.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -514260.062500 Penalty: 4234.544434
	Iteration 18Q: 3 clusters Score -514260.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -514284.000000 Penalty: 4234.544434
	Iteration 19Q: 3 clusters Score -514284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -514304.968750 Penalty: 4234.544434
	Iteration 20F: 3 clusters Score -514305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -514328.656250 Penalty: 4234.544434
	Iteration 21Q: 3 clusters Score -514328.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -514351.843750 Penalty: 4234.544434
	Iteration 22Q: 3 clusters Score -514351.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -514372.062500 Penalty: 4234.544434
	Iteration 23Q: 3 clusters Score -514372.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -514390.187500 Penalty: 4234.544434
	Iteration 24Q: 3 clusters Score -514390.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -514404.218750 Penalty: 4234.544434
	Iteration 25Q: 3 clusters Score -514404.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -514414.968750 Penalty: 4234.544434
	Iteration 26Q: 3 clusters Score -514415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -514422.406250 Penalty: 4234.544434
	Iteration 27Q: 3 clusters Score -514422.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -514433.312500 Penalty: 4234.544434
	Iteration 28Q: 3 clusters Score -514433.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -514444.781250 Penalty: 4234.544434
	Iteration 29Q: 3 clusters Score -514444.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -514454.093750 Penalty: 4234.544434
	Iteration 30Q: 3 clusters Score -514454.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -514460.187500 Penalty: 4234.544434
	Iteration 31Q: 3 clusters Score -514460.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -514467.875000 Penalty: 4234.544434
	Iteration 32Q: 3 clusters Score -514467.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -514474.187500 Penalty: 4234.544434
	Iteration 33Q: 3 clusters Score -514474.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -514480.468750 Penalty: 4234.544434
	Iteration 34Q: 3 clusters Score -514480.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -514488.093750 Penalty: 4234.544434
	Iteration 35Q: 3 clusters Score -514488.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -514492.093750 Penalty: 4234.544434
	Iteration 36Q: 3 clusters Score -514492.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -514497.250000 Penalty: 4234.544434
	Iteration 37Q: 3 clusters Score -514497.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -514501.437500 Penalty: 4234.544434
	Iteration 38Q: 3 clusters Score -514501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -514502.593750 Penalty: 4234.544434
	Iteration 39Q: 3 clusters Score -514502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -514503.187500 Penalty: 4234.544434
	Iteration 40F: 3 clusters Score -514503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -514503.468750 Penalty: 4234.544434
	Iteration 41Q: 3 clusters Score -514503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -514506.156250 Penalty: 4234.544434
	Iteration 42Q: 3 clusters Score -514506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -514506.218750 Penalty: 4234.544434
	Iteration 43Q: 3 clusters Score -514506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -514506.750000 Penalty: 4234.544434
	Iteration 44Q: 3 clusters Score -514506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -514507.156250 Penalty: 4234.544434
	Iteration 45Q: 3 clusters Score -514507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -514507.656250 Penalty: 4234.544434
	Iteration 46Q: 3 clusters Score -514507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -514507.437500 Penalty: 4234.544434
	Iteration 47Q: 3 clusters Score -514507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -514507.468750 Penalty: 4234.544434
	Iteration 48Q: 3 clusters Score -514507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -514507.875000 Penalty: 4234.544434
	Iteration 49Q: 3 clusters Score -514507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -514508.562500 Penalty: 4234.544434
	Iteration 50Q: 3 clusters Score -514508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -514509.125000 Penalty: 4234.544434
	Iteration 51Q: 3 clusters Score -514509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -514509.625000 Penalty: 4234.544434
	Iteration 52Q: 3 clusters Score -514509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -514511.187500 Penalty: 4234.544434
	Iteration 53Q: 3 clusters Score -514511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -514510.906250 Penalty: 4234.544434
	Iteration 54Q: 3 clusters Score -514510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -514510.906250 Penalty: 4234.544434
	Iteration 55F: 3 clusters Score -514510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Entering Unmasked Estep 
Score: -1361145.250000 Penalty: 2333.926270
	Iteration 0F: 2 clusters Score -1361145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1352004.500000 Penalty: 4667.852539
	Iteration 0F: 3 clusters Score -1352004 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1354825.375000 Penalty: 4667.852539
	Iteration 1F: 3 clusters Score -1354825 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1355292.625000 Penalty: 4667.852539
	Iteration 2F: 3 clusters Score -1355293 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1355721.125000 Penalty: 4667.852539
	Iteration 3F: 3 clusters Score -1355721 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1356116.250000 Penalty: 4667.852539
	Iteration 4F: 3 clusters Score -1356116 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1356568.625000 Penalty: 4667.852539
	Iteration 5F: 3 clusters Score -1356569 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1357038.750000 Penalty: 4667.852539
	Iteration 6F: 3 clusters Score -1357039 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1357509.875000 Penalty: 4667.852539
	Iteration 7F: 3 clusters Score -1357510 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1358021.375000 Penalty: 4667.852539
	Iteration 8F: 3 clusters Score -1358021 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1358487.250000 Penalty: 4667.852539
	Iteration 9Q: 3 clusters Score -1358487 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1358946.375000 Penalty: 4667.852539
	Iteration 10Q: 3 clusters Score -1358946 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1359277.875000 Penalty: 4667.852539
	Iteration 11Q: 3 clusters Score -1359278 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1359563.000000 Penalty: 4667.852539
	Iteration 12Q: 3 clusters Score -1359563 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1359726.500000 Penalty: 4667.852539
	Iteration 13Q: 3 clusters Score -1359726 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1359820.000000 Penalty: 4667.852539
	Iteration 14Q: 3 clusters Score -1359820 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1359874.625000 Penalty: 4667.852539
	Iteration 15Q: 3 clusters Score -1359875 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1359914.625000 Penalty: 4667.852539
	Iteration 16Q: 3 clusters Score -1359915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1359935.375000 Penalty: 4667.852539
	Iteration 17Q: 3 clusters Score -1359935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1359945.125000 Penalty: 4667.852539
	Iteration 18Q: 3 clusters Score -1359945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1359958.250000 Penalty: 4667.852539
	Iteration 19Q: 3 clusters Score -1359958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1359963.250000 Penalty: 4667.852539
	Iteration 20F: 3 clusters Score -1359963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1359968.125000 Penalty: 4667.852539
	Iteration 21Q: 3 clusters Score -1359968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1359975.875000 Penalty: 4667.852539
	Iteration 22Q: 3 clusters Score -1359976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1359975.375000 Penalty: 4667.852539
	Iteration 23Q: 3 clusters Score -1359975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1359981.625000 Penalty: 4667.852539
	Iteration 24Q: 3 clusters Score -1359982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1359980.375000 Penalty: 4667.852539
	Iteration 25Q: 3 clusters Score -1359980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1359978.500000 Penalty: 4667.852539
	Iteration 26Q: 3 clusters Score -1359978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1359983.875000 Penalty: 4667.852539
	Iteration 27Q: 3 clusters Score -1359984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1359982.000000 Penalty: 4667.852539
	Iteration 28Q: 3 clusters Score -1359982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1359982.625000 Penalty: 4667.852539
	Iteration 29Q: 3 clusters Score -1359983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1359982.625000 Penalty: 4667.852539
	Iteration 30F: 3 clusters Score -1359983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Entering Unmasked Estep 
Score: -2569527.000000 Penalty: 2508.641357
	Iteration 0F: 2 clusters Score -2569527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2552519.000000 Penalty: 5017.282715
	Iteration 0F: 3 clusters Score -2552519 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2559105.000000 Penalty: 5017.282715
	Iteration 1F: 3 clusters Score -2559105 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2560034.250000 Penalty: 5017.282715
	Iteration 2F: 3 clusters Score -2560034 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2560981.500000 Penalty: 5017.282715
	Iteration 3F: 3 clusters Score -2560982 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2561890.000000 Penalty: 5017.282715
	Iteration 4F: 3 clusters Score -2561890 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2562732.000000 Penalty: 5017.282715
	Iteration 5F: 3 clusters Score -2562732 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2563361.250000 Penalty: 5017.282715
	Iteration 6F: 3 clusters Score -2563361 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2563857.250000 Penalty: 5017.282715
	Iteration 7Q: 3 clusters Score -2563857 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2564261.250000 Penalty: 5017.282715
	Iteration 8Q: 3 clusters Score -2564261 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2564600.750000 Penalty: 5017.282715
	Iteration 9Q: 3 clusters Score -2564601 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2564934.750000 Penalty: 5017.282715
	Iteration 10Q: 3 clusters Score -2564935 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2565301.250000 Penalty: 5017.282715
	Iteration 11Q: 3 clusters Score -2565301 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2565685.000000 Penalty: 5017.282715
	Iteration 12Q: 3 clusters Score -2565685 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2566044.250000 Penalty: 5017.282715
	Iteration 13Q: 3 clusters Score -2566044 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2566338.750000 Penalty: 5017.282715
	Iteration 14Q: 3 clusters Score -2566339 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2566576.000000 Penalty: 5017.282715
	Iteration 15Q: 3 clusters Score -2566576 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2566769.000000 Penalty: 5017.282715
	Iteration 16Q: 3 clusters Score -2566769 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2566900.750000 Penalty: 5017.282715
	Iteration 17Q: 3 clusters Score -2566901 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2567005.000000 Penalty: 5017.282715
	Iteration 18Q: 3 clusters Score -2567005 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2567084.250000 Penalty: 5017.282715
	Iteration 19Q: 3 clusters Score -2567084 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2567158.750000 Penalty: 5017.282715
	Iteration 20F: 3 clusters Score -2567159 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2567218.750000 Penalty: 5017.282715
	Iteration 21Q: 3 clusters Score -2567219 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2567257.750000 Penalty: 5017.282715
	Iteration 22Q: 3 clusters Score -2567258 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2567315.250000 Penalty: 5017.282715
	Iteration 23Q: 3 clusters Score -2567315 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2567356.750000 Penalty: 5017.282715
	Iteration 24Q: 3 clusters Score -2567357 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2567424.000000 Penalty: 5017.282715
	Iteration 25Q: 3 clusters Score -2567424 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2567491.250000 Penalty: 5017.282715
	Iteration 26Q: 3 clusters Score -2567491 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2567559.000000 Penalty: 5017.282715
	Iteration 27Q: 3 clusters Score -2567559 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2567632.250000 Penalty: 5017.282715
	Iteration 28Q: 3 clusters Score -2567632 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2567715.500000 Penalty: 5017.282715
	Iteration 29Q: 3 clusters Score -2567716 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2567793.250000 Penalty: 5017.282715
	Iteration 30Q: 3 clusters Score -2567793 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2567856.000000 Penalty: 5017.282715
	Iteration 31Q: 3 clusters Score -2567856 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2567915.750000 Penalty: 5017.282715
	Iteration 32Q: 3 clusters Score -2567916 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2567988.000000 Penalty: 5017.282715
	Iteration 33Q: 3 clusters Score -2567988 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2568025.750000 Penalty: 5017.282715
	Iteration 34Q: 3 clusters Score -2568026 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2568100.750000 Penalty: 5017.282715
	Iteration 35Q: 3 clusters Score -2568101 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2568174.500000 Penalty: 5017.282715
	Iteration 36Q: 3 clusters Score -2568174 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2568252.750000 Penalty: 5017.282715
	Iteration 37Q: 3 clusters Score -2568253 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2568359.250000 Penalty: 5017.282715
	Iteration 38Q: 3 clusters Score -2568359 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2568441.000000 Penalty: 5017.282715
	Iteration 39Q: 3 clusters Score -2568441 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2568511.250000 Penalty: 5017.282715
	Iteration 40F: 3 clusters Score -2568511 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2568580.000000 Penalty: 5017.282715
	Iteration 41Q: 3 clusters Score -2568580 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2568660.750000 Penalty: 5017.282715
	Iteration 42Q: 3 clusters Score -2568661 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2568732.000000 Penalty: 5017.282715
	Iteration 43Q: 3 clusters Score -2568732 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2568787.500000 Penalty: 5017.282715
	Iteration 44Q: 3 clusters Score -2568788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2568846.750000 Penalty: 5017.282715
	Iteration 45Q: 3 clusters Score -2568847 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2568895.500000 Penalty: 5017.282715
	Iteration 46Q: 3 clusters Score -2568896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2568936.000000 Penalty: 5017.282715
	Iteration 47Q: 3 clusters Score -2568936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2568974.750000 Penalty: 5017.282715
	Iteration 48Q: 3 clusters Score -2568975 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2569023.750000 Penalty: 5017.282715
	Iteration 49Q: 3 clusters Score -2569024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2569072.750000 Penalty: 5017.282715
	Iteration 50Q: 3 clusters Score -2569073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2569111.500000 Penalty: 5017.282715
	Iteration 51Q: 3 clusters Score -2569112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2569153.250000 Penalty: 5017.282715
	Iteration 52Q: 3 clusters Score -2569153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2569181.000000 Penalty: 5017.282715
	Iteration 53Q: 3 clusters Score -2569181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2569204.750000 Penalty: 5017.282715
	Iteration 54Q: 3 clusters Score -2569205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2569219.250000 Penalty: 5017.282715
	Iteration 55Q: 3 clusters Score -2569219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2569228.500000 Penalty: 5017.282715
	Iteration 56Q: 3 clusters Score -2569228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2569248.250000 Penalty: 5017.282715
	Iteration 57Q: 3 clusters Score -2569248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2569259.750000 Penalty: 5017.282715
	Iteration 58Q: 3 clusters Score -2569260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2569267.750000 Penalty: 5017.282715
	Iteration 59Q: 3 clusters Score -2569268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2569269.750000 Penalty: 5017.282715
	Iteration 60F: 3 clusters Score -2569270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2569275.000000 Penalty: 5017.282715
	Iteration 61Q: 3 clusters Score -2569275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2569279.750000 Penalty: 5017.282715
	Iteration 62Q: 3 clusters Score -2569280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2569278.000000 Penalty: 5017.282715
	Iteration 63Q: 3 clusters Score -2569278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2569278.250000 Penalty: 5017.282715
	Iteration 64Q: 3 clusters Score -2569278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2569281.500000 Penalty: 5017.282715
	Iteration 65Q: 3 clusters Score -2569282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2569280.250000 Penalty: 5017.282715
	Iteration 66Q: 3 clusters Score -2569280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2569279.750000 Penalty: 5017.282715
	Iteration 67Q: 3 clusters Score -2569280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2569276.750000 Penalty: 5017.282715
	Iteration 68Q: 3 clusters Score -2569277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2569279.500000 Penalty: 5017.282715
	Iteration 69Q: 3 clusters Score -2569280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2569280.750000 Penalty: 5017.282715
	Iteration 70Q: 3 clusters Score -2569281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2569279.500000 Penalty: 5017.282715
	Iteration 71Q: 3 clusters Score -2569280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2569279.500000 Penalty: 5017.282715
	Iteration 72F: 3 clusters Score -2569280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Entering Unmasked Estep 
Score: -568535.812500 Penalty: 2130.245605
	Iteration 0F: 2 clusters Score -568535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -563847.875000 Penalty: 4260.491211
	Iteration 0F: 3 clusters Score -563847.9 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -565076.250000 Penalty: 4260.491211
	Iteration 1F: 3 clusters Score -565076.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -565344.562500 Penalty: 4260.491211
	Iteration 2F: 3 clusters Score -565344.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -565503.625000 Penalty: 4260.491211
	Iteration 3F: 3 clusters Score -565503.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -565670.125000 Penalty: 4260.491211
	Iteration 4Q: 3 clusters Score -565670.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -565824.312500 Penalty: 4260.491211
	Iteration 5Q: 3 clusters Score -565824.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -565936.000000 Penalty: 4260.491211
	Iteration 6Q: 3 clusters Score -565936 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -566053.625000 Penalty: 4260.491211
	Iteration 7Q: 3 clusters Score -566053.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -566145.000000 Penalty: 4260.491211
	Iteration 8Q: 3 clusters Score -566145 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -566223.875000 Penalty: 4260.491211
	Iteration 9Q: 3 clusters Score -566223.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -566269.062500 Penalty: 4260.491211
	Iteration 10Q: 3 clusters Score -566269.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -566298.187500 Penalty: 4260.491211
	Iteration 11Q: 3 clusters Score -566298.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -566320.062500 Penalty: 4260.491211
	Iteration 12Q: 3 clusters Score -566320.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -566345.937500 Penalty: 4260.491211
	Iteration 13Q: 3 clusters Score -566345.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -566364.125000 Penalty: 4260.491211
	Iteration 14Q: 3 clusters Score -566364.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -566381.750000 Penalty: 4260.491211
	Iteration 15Q: 3 clusters Score -566381.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -566391.125000 Penalty: 4260.491211
	Iteration 16Q: 3 clusters Score -566391.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -566401.437500 Penalty: 4260.491211
	Iteration 17Q: 3 clusters Score -566401.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -566414.000000 Penalty: 4260.491211
	Iteration 18Q: 3 clusters Score -566414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -566426.625000 Penalty: 4260.491211
	Iteration 19Q: 3 clusters Score -566426.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -566438.812500 Penalty: 4260.491211
	Iteration 20F: 3 clusters Score -566438.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -566447.875000 Penalty: 4260.491211
	Iteration 21Q: 3 clusters Score -566447.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -566453.625000 Penalty: 4260.491211
	Iteration 22Q: 3 clusters Score -566453.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -566458.187500 Penalty: 4260.491211
	Iteration 23Q: 3 clusters Score -566458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -566459.062500 Penalty: 4260.491211
	Iteration 24Q: 3 clusters Score -566459.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -566460.812500 Penalty: 4260.491211
	Iteration 25Q: 3 clusters Score -566460.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -566464.312500 Penalty: 4260.491211
	Iteration 26Q: 3 clusters Score -566464.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -566465.750000 Penalty: 4260.491211
	Iteration 27Q: 3 clusters Score -566465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -566466.312500 Penalty: 4260.491211
	Iteration 28Q: 3 clusters Score -566466.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -566466.812500 Penalty: 4260.491211
	Iteration 29Q: 3 clusters Score -566466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -566468.875000 Penalty: 4260.491211
	Iteration 30Q: 3 clusters Score -566468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -566470.125000 Penalty: 4260.491211
	Iteration 31Q: 3 clusters Score -566470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -566469.375000 Penalty: 4260.491211
	Iteration 32Q: 3 clusters Score -566469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -566469.125000 Penalty: 4260.491211
	Iteration 33Q: 3 clusters Score -566469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -566468.062500 Penalty: 4260.491211
	Iteration 34Q: 3 clusters Score -566468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -566471.250000 Penalty: 4260.491211
	Iteration 35Q: 3 clusters Score -566471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -566472.312500 Penalty: 4260.491211
	Iteration 36Q: 3 clusters Score -566472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -566473.312500 Penalty: 4260.491211
	Iteration 37Q: 3 clusters Score -566473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -566473.937500 Penalty: 4260.491211
	Iteration 38Q: 3 clusters Score -566473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -566474.500000 Penalty: 4260.491211
	Iteration 39Q: 3 clusters Score -566474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -566473.937500 Penalty: 4260.491211
	Iteration 40F: 3 clusters Score -566473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -566475.812500 Penalty: 4260.491211
	Iteration 41Q: 3 clusters Score -566475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -566478.125000 Penalty: 4260.491211
	Iteration 42Q: 3 clusters Score -566478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -566477.562500 Penalty: 4260.491211
	Iteration 43Q: 3 clusters Score -566477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -566478.687500 Penalty: 4260.491211
	Iteration 44Q: 3 clusters Score -566478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -566478.687500 Penalty: 4260.491211
	Iteration 45Q: 3 clusters Score -566478.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -566478.687500 Penalty: 4260.491211
	Iteration 46F: 3 clusters Score -566478.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Entering Unmasked Estep 
Score: -668453.437500 Penalty: 2165.651611
	Iteration 0F: 2 clusters Score -668453.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -663165.625000 Penalty: 4331.303223
	Iteration 0F: 3 clusters Score -663165.6 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -664558.750000 Penalty: 4331.303223
	Iteration 1F: 3 clusters Score -664558.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -664794.687500 Penalty: 4331.303223
	Iteration 2F: 3 clusters Score -664794.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -664924.062500 Penalty: 4331.303223
	Iteration 3Q: 3 clusters Score -664924.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -665017.375000 Penalty: 4331.303223
	Iteration 4Q: 3 clusters Score -665017.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -665091.187500 Penalty: 4331.303223
	Iteration 5Q: 3 clusters Score -665091.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -665152.500000 Penalty: 4331.303223
	Iteration 6Q: 3 clusters Score -665152.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -665211.562500 Penalty: 4331.303223
	Iteration 7Q: 3 clusters Score -665211.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -665265.312500 Penalty: 4331.303223
	Iteration 8Q: 3 clusters Score -665265.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -665307.312500 Penalty: 4331.303223
	Iteration 9Q: 3 clusters Score -665307.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -665347.625000 Penalty: 4331.303223
	Iteration 10Q: 3 clusters Score -665347.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -665379.500000 Penalty: 4331.303223
	Iteration 11Q: 3 clusters Score -665379.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -665410.125000 Penalty: 4331.303223
	Iteration 12Q: 3 clusters Score -665410.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -665441.562500 Penalty: 4331.303223
	Iteration 13Q: 3 clusters Score -665441.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -665468.250000 Penalty: 4331.303223
	Iteration 14Q: 3 clusters Score -665468.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -665498.562500 Penalty: 4331.303223
	Iteration 15Q: 3 clusters Score -665498.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -665525.562500 Penalty: 4331.303223
	Iteration 16Q: 3 clusters Score -665525.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -665555.000000 Penalty: 4331.303223
	Iteration 17Q: 3 clusters Score -665555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -665582.875000 Penalty: 4331.303223
	Iteration 18Q: 3 clusters Score -665582.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -665607.937500 Penalty: 4331.303223
	Iteration 19Q: 3 clusters Score -665607.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -665641.625000 Penalty: 4331.303223
	Iteration 20F: 3 clusters Score -665641.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -665668.375000 Penalty: 4331.303223
	Iteration 21Q: 3 clusters Score -665668.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -665706.500000 Penalty: 4331.303223
	Iteration 22Q: 3 clusters Score -665706.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -665755.437500 Penalty: 4331.303223
	Iteration 23Q: 3 clusters Score -665755.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -665807.875000 Penalty: 4331.303223
	Iteration 24Q: 3 clusters Score -665807.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -665855.437500 Penalty: 4331.303223
	Iteration 25Q: 3 clusters Score -665855.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -665918.250000 Penalty: 4331.303223
	Iteration 26Q: 3 clusters Score -665918.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -665996.312500 Penalty: 4331.303223
	Iteration 27Q: 3 clusters Score -665996.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -666090.687500 Penalty: 4331.303223
	Iteration 28Q: 3 clusters Score -666090.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -666200.812500 Penalty: 4331.303223
	Iteration 29Q: 3 clusters Score -666200.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -666299.687500 Penalty: 4331.303223
	Iteration 30Q: 3 clusters Score -666299.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -666406.500000 Penalty: 4331.303223
	Iteration 31Q: 3 clusters Score -666406.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -666499.437500 Penalty: 4331.303223
	Iteration 32Q: 3 clusters Score -666499.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -666599.500000 Penalty: 4331.303223
	Iteration 33Q: 3 clusters Score -666599.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -666696.500000 Penalty: 4331.303223
	Iteration 34Q: 3 clusters Score -666696.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -666807.312500 Penalty: 4331.303223
	Iteration 35Q: 3 clusters Score -666807.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -666910.500000 Penalty: 4331.303223
	Iteration 36Q: 3 clusters Score -666910.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -667037.375000 Penalty: 4331.303223
	Iteration 37Q: 3 clusters Score -667037.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -667147.437500 Penalty: 4331.303223
	Iteration 38Q: 3 clusters Score -667147.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -667225.687500 Penalty: 4331.303223
	Iteration 39Q: 3 clusters Score -667225.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -667293.875000 Penalty: 4331.303223
	Iteration 40F: 3 clusters Score -667293.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -667349.062500 Penalty: 4331.303223
	Iteration 41Q: 3 clusters Score -667349.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -667384.750000 Penalty: 4331.303223
	Iteration 42Q: 3 clusters Score -667384.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -667403.375000 Penalty: 4331.303223
	Iteration 43Q: 3 clusters Score -667403.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -667415.437500 Penalty: 4331.303223
	Iteration 44Q: 3 clusters Score -667415.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -667420.687500 Penalty: 4331.303223
	Iteration 45Q: 3 clusters Score -667420.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -667423.687500 Penalty: 4331.303223
	Iteration 46Q: 3 clusters Score -667423.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -667426.687500 Penalty: 4331.303223
	Iteration 47Q: 3 clusters Score -667426.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -667434.250000 Penalty: 4331.303223
	Iteration 48Q: 3 clusters Score -667434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -667438.312500 Penalty: 4331.303223
	Iteration 49Q: 3 clusters Score -667438.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -667442.375000 Penalty: 4331.303223
	Iteration 50Q: 3 clusters Score -667442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -667446.750000 Penalty: 4331.303223
	Iteration 51Q: 3 clusters Score -667446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -667448.750000 Penalty: 4331.303223
	Iteration 52Q: 3 clusters Score -667448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -667450.687500 Penalty: 4331.303223
	Iteration 53Q: 3 clusters Score -667450.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -667452.000000 Penalty: 4331.303223
	Iteration 54Q: 3 clusters Score -667452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -667455.437500 Penalty: 4331.303223
	Iteration 55Q: 3 clusters Score -667455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -667457.312500 Penalty: 4331.303223
	Iteration 56Q: 3 clusters Score -667457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -667456.562500 Penalty: 4331.303223
	Iteration 57Q: 3 clusters Score -667456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -667456.562500 Penalty: 4331.303223
	Iteration 58F: 3 clusters Score -667456.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32517.833984 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32517.83 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 150 members 
Entering Unmasked Estep 
Score: -31201.958984 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -31201.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31355.000000 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31392.833984 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31392.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31401.304688 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31406.685547 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31406.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31417.810547 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -31417.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31419.511719 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -31419.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31419.511719 Penalty: 2877.850586
	Iteration 7F: 3 clusters Score -31419.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (32590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Entering Unmasked Estep 
Score: -3696158.750000 Penalty: 2577.156738
	Iteration 0F: 2 clusters Score -3696159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3673774.250000 Penalty: 5154.313477
	Iteration 0F: 3 clusters Score -3673774 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3681997.500000 Penalty: 5154.313477
	Iteration 1F: 3 clusters Score -3681998 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3683032.500000 Penalty: 5154.313477
	Iteration 2F: 3 clusters Score -3683032 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3684659.250000 Penalty: 5154.313477
	Iteration 3F: 3 clusters Score -3684659 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3686709.000000 Penalty: 5154.313477
	Iteration 4F: 3 clusters Score -3686709 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3688723.750000 Penalty: 5154.313477
	Iteration 5F: 3 clusters Score -3688724 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3690494.500000 Penalty: 5154.313477
	Iteration 6F: 3 clusters Score -3690494 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3691768.750000 Penalty: 5154.313477
	Iteration 7F: 3 clusters Score -3691769 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3692661.500000 Penalty: 5154.313477
	Iteration 8Q: 3 clusters Score -3692662 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3693303.000000 Penalty: 5154.313477
	Iteration 9Q: 3 clusters Score -3693303 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3693876.250000 Penalty: 5154.313477
	Iteration 10Q: 3 clusters Score -3693876 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3694439.000000 Penalty: 5154.313477
	Iteration 11Q: 3 clusters Score -3694439 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3695023.250000 Penalty: 5154.313477
	Iteration 12Q: 3 clusters Score -3695023 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3695463.000000 Penalty: 5154.313477
	Iteration 13Q: 3 clusters Score -3695463 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3695690.500000 Penalty: 5154.313477
	Iteration 14Q: 3 clusters Score -3695690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3695787.500000 Penalty: 5154.313477
	Iteration 15Q: 3 clusters Score -3695788 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3695865.250000 Penalty: 5154.313477
	Iteration 16Q: 3 clusters Score -3695865 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3695889.750000 Penalty: 5154.313477
	Iteration 17Q: 3 clusters Score -3695890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3695919.750000 Penalty: 5154.313477
	Iteration 18Q: 3 clusters Score -3695920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3695938.250000 Penalty: 5154.313477
	Iteration 19Q: 3 clusters Score -3695938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3695941.750000 Penalty: 5154.313477
	Iteration 20F: 3 clusters Score -3695942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3695941.000000 Penalty: 5154.313477
	Iteration 21Q: 3 clusters Score -3695941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3695943.500000 Penalty: 5154.313477
	Iteration 22Q: 3 clusters Score -3695944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3695946.250000 Penalty: 5154.313477
	Iteration 23Q: 3 clusters Score -3695946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3695946.750000 Penalty: 5154.313477
	Iteration 24Q: 3 clusters Score -3695947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3695948.500000 Penalty: 5154.313477
	Iteration 25Q: 3 clusters Score -3695948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3695949.500000 Penalty: 5154.313477
	Iteration 26Q: 3 clusters Score -3695950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3695954.000000 Penalty: 5154.313477
	Iteration 27Q: 3 clusters Score -3695954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3695954.000000 Penalty: 5154.313477
	Iteration 28F: 3 clusters Score -3695954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -439980.031250 Penalty: 2093.358154
	Iteration 0F: 2 clusters Score -439980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -435699.937500 Penalty: 4186.716309
	Iteration 0F: 3 clusters Score -435699.9 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -436835.468750 Penalty: 4186.716309
	Iteration 1F: 3 clusters Score -436835.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -437251.437500 Penalty: 4186.716309
	Iteration 2F: 3 clusters Score -437251.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -437797.218750 Penalty: 4186.716309
	Iteration 3F: 3 clusters Score -437797.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -438476.687500 Penalty: 4186.716309
	Iteration 4F: 3 clusters Score -438476.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -438884.781250 Penalty: 4186.716309
	Iteration 5F: 3 clusters Score -438884.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -439158.375000 Penalty: 4186.716309
	Iteration 6F: 3 clusters Score -439158.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -439354.687500 Penalty: 4186.716309
	Iteration 7Q: 3 clusters Score -439354.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -439504.968750 Penalty: 4186.716309
	Iteration 8Q: 3 clusters Score -439505 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -439604.500000 Penalty: 4186.716309
	Iteration 9Q: 3 clusters Score -439604.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -439683.218750 Penalty: 4186.716309
	Iteration 10Q: 3 clusters Score -439683.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -439738.437500 Penalty: 4186.716309
	Iteration 11Q: 3 clusters Score -439738.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -439771.156250 Penalty: 4186.716309
	Iteration 12Q: 3 clusters Score -439771.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -439799.312500 Penalty: 4186.716309
	Iteration 13Q: 3 clusters Score -439799.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -439820.218750 Penalty: 4186.716309
	Iteration 14Q: 3 clusters Score -439820.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -439841.718750 Penalty: 4186.716309
	Iteration 15Q: 3 clusters Score -439841.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -439861.625000 Penalty: 4186.716309
	Iteration 16Q: 3 clusters Score -439861.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -439878.156250 Penalty: 4186.716309
	Iteration 17Q: 3 clusters Score -439878.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -439892.531250 Penalty: 4186.716309
	Iteration 18Q: 3 clusters Score -439892.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -439901.937500 Penalty: 4186.716309
	Iteration 19Q: 3 clusters Score -439901.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -439905.656250 Penalty: 4186.716309
	Iteration 20F: 3 clusters Score -439905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -439911.000000 Penalty: 4186.716309
	Iteration 21Q: 3 clusters Score -439911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -439917.875000 Penalty: 4186.716309
	Iteration 22Q: 3 clusters Score -439917.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -439924.093750 Penalty: 4186.716309
	Iteration 23Q: 3 clusters Score -439924.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -439927.968750 Penalty: 4186.716309
	Iteration 24Q: 3 clusters Score -439928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -439932.437500 Penalty: 4186.716309
	Iteration 25Q: 3 clusters Score -439932.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -439937.781250 Penalty: 4186.716309
	Iteration 26Q: 3 clusters Score -439937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -439940.343750 Penalty: 4186.716309
	Iteration 27Q: 3 clusters Score -439940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -439941.656250 Penalty: 4186.716309
	Iteration 28Q: 3 clusters Score -439941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -439943.437500 Penalty: 4186.716309
	Iteration 29Q: 3 clusters Score -439943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -439946.781250 Penalty: 4186.716309
	Iteration 30Q: 3 clusters Score -439946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -439948.437500 Penalty: 4186.716309
	Iteration 31Q: 3 clusters Score -439948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -439951.093750 Penalty: 4186.716309
	Iteration 32Q: 3 clusters Score -439951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -439951.718750 Penalty: 4186.716309
	Iteration 33Q: 3 clusters Score -439951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -439952.500000 Penalty: 4186.716309
	Iteration 34Q: 3 clusters Score -439952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -439953.281250 Penalty: 4186.716309
	Iteration 35Q: 3 clusters Score -439953.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -439953.187500 Penalty: 4186.716309
	Iteration 36Q: 3 clusters Score -439953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -439954.500000 Penalty: 4186.716309
	Iteration 37Q: 3 clusters Score -439954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -439954.937500 Penalty: 4186.716309
	Iteration 38Q: 3 clusters Score -439954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -439955.062500 Penalty: 4186.716309
	Iteration 39Q: 3 clusters Score -439955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -439955.375000 Penalty: 4186.716309
	Iteration 40F: 3 clusters Score -439955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -439956.531250 Penalty: 4186.716309
	Iteration 41Q: 3 clusters Score -439956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -439957.187500 Penalty: 4186.716309
	Iteration 42Q: 3 clusters Score -439957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -439956.875000 Penalty: 4186.716309
	Iteration 43Q: 3 clusters Score -439956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -439958.062500 Penalty: 4186.716309
	Iteration 44Q: 3 clusters Score -439958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -439958.062500 Penalty: 4186.716309
	Iteration 45F: 3 clusters Score -439958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (44091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Entering Unmasked Estep 
Score: -4634229.000000 Penalty: 2652.114746
	Iteration 0F: 2 clusters Score -4634229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -4604682.000000 Penalty: 5304.229492
	Iteration 0F: 3 clusters Score -4604682 nChanged 20139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4616241.000000 Penalty: 5304.229492
	Iteration 1F: 3 clusters Score -4616241 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -4617374.000000 Penalty: 5304.229492
	Iteration 2F: 3 clusters Score -4617374 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -4618746.500000 Penalty: 5304.229492
	Iteration 3F: 3 clusters Score -4618746 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4620292.000000 Penalty: 5304.229492
	Iteration 4F: 3 clusters Score -4620292 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -4621648.000000 Penalty: 5304.229492
	Iteration 5F: 3 clusters Score -4621648 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4622865.500000 Penalty: 5304.229492
	Iteration 6F: 3 clusters Score -4622866 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -4623942.500000 Penalty: 5304.229492
	Iteration 7Q: 3 clusters Score -4623942 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -4624915.000000 Penalty: 5304.229492
	Iteration 8Q: 3 clusters Score -4624915 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -4625708.500000 Penalty: 5304.229492
	Iteration 9Q: 3 clusters Score -4625708 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -4626351.500000 Penalty: 5304.229492
	Iteration 10Q: 3 clusters Score -4626352 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4626931.000000 Penalty: 5304.229492
	Iteration 11Q: 3 clusters Score -4626931 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -4627370.000000 Penalty: 5304.229492
	Iteration 12Q: 3 clusters Score -4627370 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4627814.000000 Penalty: 5304.229492
	Iteration 13Q: 3 clusters Score -4627814 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4628288.000000 Penalty: 5304.229492
	Iteration 14Q: 3 clusters Score -4628288 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4628720.500000 Penalty: 5304.229492
	Iteration 15Q: 3 clusters Score -4628720 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4629166.500000 Penalty: 5304.229492
	Iteration 16Q: 3 clusters Score -4629166 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -4629601.000000 Penalty: 5304.229492
	Iteration 17Q: 3 clusters Score -4629601 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -4630084.000000 Penalty: 5304.229492
	Iteration 18Q: 3 clusters Score -4630084 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -4630542.000000 Penalty: 5304.229492
	Iteration 19Q: 3 clusters Score -4630542 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -4630900.500000 Penalty: 5304.229492
	Iteration 20F: 3 clusters Score -4630900 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -4631251.500000 Penalty: 5304.229492
	Iteration 21Q: 3 clusters Score -4631252 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -4631553.000000 Penalty: 5304.229492
	Iteration 22Q: 3 clusters Score -4631553 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -4631757.500000 Penalty: 5304.229492
	Iteration 23Q: 3 clusters Score -4631758 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -4631919.000000 Penalty: 5304.229492
	Iteration 24Q: 3 clusters Score -4631919 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -4632060.000000 Penalty: 5304.229492
	Iteration 25Q: 3 clusters Score -4632060 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -4632195.000000 Penalty: 5304.229492
	Iteration 26Q: 3 clusters Score -4632195 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -4632300.500000 Penalty: 5304.229492
	Iteration 27Q: 3 clusters Score -4632300 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -4632400.500000 Penalty: 5304.229492
	Iteration 28Q: 3 clusters Score -4632400 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -4632460.500000 Penalty: 5304.229492
	Iteration 29Q: 3 clusters Score -4632460 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -4632525.000000 Penalty: 5304.229492
	Iteration 30Q: 3 clusters Score -4632525 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -4632588.500000 Penalty: 5304.229492
	Iteration 31Q: 3 clusters Score -4632588 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -4632653.000000 Penalty: 5304.229492
	Iteration 32Q: 3 clusters Score -4632653 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -4632709.500000 Penalty: 5304.229492
	Iteration 33Q: 3 clusters Score -4632710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -4632785.000000 Penalty: 5304.229492
	Iteration 34Q: 3 clusters Score -4632785 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -4632844.000000 Penalty: 5304.229492
	Iteration 35Q: 3 clusters Score -4632844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -4632890.500000 Penalty: 5304.229492
	Iteration 36Q: 3 clusters Score -4632890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -4632923.000000 Penalty: 5304.229492
	Iteration 37Q: 3 clusters Score -4632923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -4632930.500000 Penalty: 5304.229492
	Iteration 38Q: 3 clusters Score -4632930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -4632947.000000 Penalty: 5304.229492
	Iteration 39Q: 3 clusters Score -4632947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -4632954.000000 Penalty: 5304.229492
	Iteration 40F: 3 clusters Score -4632954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -4632965.500000 Penalty: 5304.229492
	Iteration 41Q: 3 clusters Score -4632966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -4632972.000000 Penalty: 5304.229492
	Iteration 42Q: 3 clusters Score -4632972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -4632975.000000 Penalty: 5304.229492
	Iteration 43Q: 3 clusters Score -4632975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -4632981.000000 Penalty: 5304.229492
	Iteration 44Q: 3 clusters Score -4632981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -4632984.500000 Penalty: 5304.229492
	Iteration 45Q: 3 clusters Score -4632984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -4632984.000000 Penalty: 5304.229492
	Iteration 46Q: 3 clusters Score -4632984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -4632989.000000 Penalty: 5304.229492
	Iteration 47Q: 3 clusters Score -4632989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -4632985.500000 Penalty: 5304.229492
	Iteration 48Q: 3 clusters Score -4632986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -4632991.000000 Penalty: 5304.229492
	Iteration 49Q: 3 clusters Score -4632991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -4632986.500000 Penalty: 5304.229492
	Iteration 50Q: 3 clusters Score -4632986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -4632989.500000 Penalty: 5304.229492
	Iteration 51Q: 3 clusters Score -4632990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -4632992.000000 Penalty: 5304.229492
	Iteration 52Q: 3 clusters Score -4632992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -4632987.500000 Penalty: 5304.229492
	Iteration 53Q: 3 clusters Score -4632988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -4632990.000000 Penalty: 5304.229492
	Iteration 54Q: 3 clusters Score -4632990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -4632987.500000 Penalty: 5304.229492
	Iteration 55Q: 3 clusters Score -4632988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -4632989.500000 Penalty: 5304.229492
	Iteration 56Q: 3 clusters Score -4632990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -4632994.000000 Penalty: 5304.229492
	Iteration 57Q: 3 clusters Score -4632994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -4632994.000000 Penalty: 5304.229492
	Iteration 58F: 3 clusters Score -4632994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (57620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Entering Unmasked Estep 
Score: -6512698.500000 Penalty: 2718.482910
	Iteration 0F: 2 clusters Score -6512698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -6473991.500000 Penalty: 5436.965820
	Iteration 0F: 3 clusters Score -6473992 nChanged 26803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -6489222.500000 Penalty: 5436.965820
	Iteration 1F: 3 clusters Score -6489222 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -6490160.000000 Penalty: 5436.965820
	Iteration 2Q: 3 clusters Score -6490160 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -6491183.500000 Penalty: 5436.965820
	Iteration 3Q: 3 clusters Score -6491184 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -6492487.500000 Penalty: 5436.965820
	Iteration 4Q: 3 clusters Score -6492488 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -6494160.500000 Penalty: 5436.965820
	Iteration 5F: 3 clusters Score -6494160 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -6496368.000000 Penalty: 5436.965820
	Iteration 6F: 3 clusters Score -6496368 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -6499317.000000 Penalty: 5436.965820
	Iteration 7F: 3 clusters Score -6499317 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -6503003.000000 Penalty: 5436.965820
	Iteration 8F: 3 clusters Score -6503003 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -6506314.500000 Penalty: 5436.965820
	Iteration 9F: 3 clusters Score -6506314 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -6508496.000000 Penalty: 5436.965820
	Iteration 10F: 3 clusters Score -6508496 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -6509507.000000 Penalty: 5436.965820
	Iteration 11Q: 3 clusters Score -6509507 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -6510155.500000 Penalty: 5436.965820
	Iteration 12Q: 3 clusters Score -6510156 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -6510590.000000 Penalty: 5436.965820
	Iteration 13Q: 3 clusters Score -6510590 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -6511081.000000 Penalty: 5436.965820
	Iteration 14Q: 3 clusters Score -6511081 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -6511570.000000 Penalty: 5436.965820
	Iteration 15Q: 3 clusters Score -6511570 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -6512039.500000 Penalty: 5436.965820
	Iteration 16Q: 3 clusters Score -6512040 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -6512347.500000 Penalty: 5436.965820
	Iteration 17Q: 3 clusters Score -6512348 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -6512619.500000 Penalty: 5436.965820
	Iteration 18Q: 3 clusters Score -6512620 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -6512761.000000 Penalty: 5436.965820
	Iteration 19Q: 3 clusters Score -6512761 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -6512846.000000 Penalty: 5436.965820
	Iteration 20F: 3 clusters Score -6512846 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -6512891.000000 Penalty: 5436.965820
	Iteration 21Q: 3 clusters Score -6512891 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -6512919.500000 Penalty: 5436.965820
	Iteration 22Q: 3 clusters Score -6512920 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -6512958.500000 Penalty: 5436.965820
	Iteration 23Q: 3 clusters Score -6512958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -6512980.000000 Penalty: 5436.965820
	Iteration 24Q: 3 clusters Score -6512980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -6513000.500000 Penalty: 5436.965820
	Iteration 25Q: 3 clusters Score -6513000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -6512998.500000 Penalty: 5436.965820
	Iteration 26Q: 3 clusters Score -6512998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -6513005.000000 Penalty: 5436.965820
	Iteration 27Q: 3 clusters Score -6513005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -6513019.500000 Penalty: 5436.965820
	Iteration 28Q: 3 clusters Score -6513020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -6513018.500000 Penalty: 5436.965820
	Iteration 29Q: 3 clusters Score -6513018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -6513005.000000 Penalty: 5436.965820
	Iteration 30Q: 3 clusters Score -6513005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -6512993.500000 Penalty: 5436.965820
	Iteration 31Q: 3 clusters Score -6512994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -6512991.000000 Penalty: 5436.965820
	Iteration 32Q: 3 clusters Score -6512991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -6512999.000000 Penalty: 5436.965820
	Iteration 33Q: 3 clusters Score -6512999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -6513005.000000 Penalty: 5436.965820
	Iteration 34Q: 3 clusters Score -6513005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -6513012.000000 Penalty: 5436.965820
	Iteration 35Q: 3 clusters Score -6513012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -6513004.500000 Penalty: 5436.965820
	Iteration 36Q: 3 clusters Score -6513004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -6513010.000000 Penalty: 5436.965820
	Iteration 37Q: 3 clusters Score -6513010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -6513010.500000 Penalty: 5436.965820
	Iteration 38Q: 3 clusters Score -6513010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -6513020.000000 Penalty: 5436.965820
	Iteration 39Q: 3 clusters Score -6513020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -6513010.500000 Penalty: 5436.965820
	Iteration 40F: 3 clusters Score -6513010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -6513010.000000 Penalty: 5436.965820
	Iteration 41Q: 3 clusters Score -6513010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -6513014.000000 Penalty: 5436.965820
	Iteration 42Q: 3 clusters Score -6513014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -6513014.500000 Penalty: 5436.965820
	Iteration 43Q: 3 clusters Score -6513014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -6513009.500000 Penalty: 5436.965820
	Iteration 44Q: 3 clusters Score -6513010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -6513012.000000 Penalty: 5436.965820
	Iteration 45Q: 3 clusters Score -6513012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -6513009.500000 Penalty: 5436.965820
	Iteration 46Q: 3 clusters Score -6513010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -6513009.500000 Penalty: 5436.965820
	Iteration 47F: 3 clusters Score -6513010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 53826 members 
Mstep: Class 4 contains 214352 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 15646 members 
Mstep: Class 9 contains 143309 members 
Mstep: Class 10 contains 7649 members 
Mstep: Class 11 contains 36473 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110453 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 128600 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 21 contains 5942 members 
Mstep: Class 22 contains 12624 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7434 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 11900 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9614 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12313 members 
Mstep: Class 34 contains 5896 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5102 members 
Mstep: Class 39 contains 12222 members 
Mstep: Class 40 contains 24723 members 
Mstep: Class 41 contains 5376 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32590 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 44091 members 
Mstep: Class 47 contains 44678 members 
Mstep: Class 48 contains 4643 members 
Mstep: Class 49 contains 4913 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3177 members 
Mstep: Class 53 contains 8117 members 
Mstep: Class 54 contains 9734 members 
Mstep: Class 55 contains 1923 members 
Mstep: Class 56 contains 13338 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8169 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21095 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8329 members 
Mstep: Class 63 contains 4919 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 12060 members 
Mstep: Class 66 contains 3004 members 
Mstep: Class 67 contains 12942 members 
Entering Unmasked Estep 
Score: -139292352.000000 Penalty: 233811.015625
Splitting cluster 47 changes total score from -139290624.000000 to -139292352.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 48 (4643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Entering Unmasked Estep 
Score: -446099.375000 Penalty: 2093.892822
	Iteration 0F: 2 clusters Score -446099.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -441801.406250 Penalty: 4187.785645
	Iteration 0F: 3 clusters Score -441801.4 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -442819.937500 Penalty: 4187.785645
	Iteration 1F: 3 clusters Score -442819.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -443098.500000 Penalty: 4187.785645
	Iteration 2F: 3 clusters Score -443098.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -443272.562500 Penalty: 4187.785645
	Iteration 3F: 3 clusters Score -443272.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -443390.562500 Penalty: 4187.785645
	Iteration 4Q: 3 clusters Score -443390.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -443496.687500 Penalty: 4187.785645
	Iteration 5Q: 3 clusters Score -443496.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -443591.593750 Penalty: 4187.785645
	Iteration 6Q: 3 clusters Score -443591.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -443671.781250 Penalty: 4187.785645
	Iteration 7Q: 3 clusters Score -443671.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -443752.031250 Penalty: 4187.785645
	Iteration 8Q: 3 clusters Score -443752 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -443830.437500 Penalty: 4187.785645
	Iteration 9Q: 3 clusters Score -443830.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -443900.531250 Penalty: 4187.785645
	Iteration 10Q: 3 clusters Score -443900.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -443959.281250 Penalty: 4187.785645
	Iteration 11Q: 3 clusters Score -443959.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -444006.187500 Penalty: 4187.785645
	Iteration 12Q: 3 clusters Score -444006.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -444046.562500 Penalty: 4187.785645
	Iteration 13Q: 3 clusters Score -444046.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -444083.968750 Penalty: 4187.785645
	Iteration 14Q: 3 clusters Score -444084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -444123.093750 Penalty: 4187.785645
	Iteration 15Q: 3 clusters Score -444123.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -444171.750000 Penalty: 4187.785645
	Iteration 16Q: 3 clusters Score -444171.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -444221.656250 Penalty: 4187.785645
	Iteration 17Q: 3 clusters Score -444221.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -444275.093750 Penalty: 4187.785645
	Iteration 18Q: 3 clusters Score -444275.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -444340.531250 Penalty: 4187.785645
	Iteration 19Q: 3 clusters Score -444340.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -444410.812500 Penalty: 4187.785645
	Iteration 20F: 3 clusters Score -444410.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -444463.156250 Penalty: 4187.785645
	Iteration 21Q: 3 clusters Score -444463.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -444506.937500 Penalty: 4187.785645
	Iteration 22Q: 3 clusters Score -444506.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -444556.437500 Penalty: 4187.785645
	Iteration 23Q: 3 clusters Score -444556.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -444598.812500 Penalty: 4187.785645
	Iteration 24Q: 3 clusters Score -444598.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -444642.187500 Penalty: 4187.785645
	Iteration 25Q: 3 clusters Score -444642.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -444680.906250 Penalty: 4187.785645
	Iteration 26Q: 3 clusters Score -444680.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -444711.375000 Penalty: 4187.785645
	Iteration 27Q: 3 clusters Score -444711.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -444744.406250 Penalty: 4187.785645
	Iteration 28Q: 3 clusters Score -444744.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -444773.343750 Penalty: 4187.785645
	Iteration 29Q: 3 clusters Score -444773.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -444797.625000 Penalty: 4187.785645
	Iteration 30Q: 3 clusters Score -444797.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -444820.968750 Penalty: 4187.785645
	Iteration 31Q: 3 clusters Score -444821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -444838.062500 Penalty: 4187.785645
	Iteration 32Q: 3 clusters Score -444838.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -444849.781250 Penalty: 4187.785645
	Iteration 33Q: 3 clusters Score -444849.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -444858.781250 Penalty: 4187.785645
	Iteration 34Q: 3 clusters Score -444858.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -444866.468750 Penalty: 4187.785645
	Iteration 35Q: 3 clusters Score -444866.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -444874.781250 Penalty: 4187.785645
	Iteration 36Q: 3 clusters Score -444874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -444880.375000 Penalty: 4187.785645
	Iteration 37Q: 3 clusters Score -444880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -444887.312500 Penalty: 4187.785645
	Iteration 38Q: 3 clusters Score -444887.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -444901.562500 Penalty: 4187.785645
	Iteration 39Q: 3 clusters Score -444901.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -444916.218750 Penalty: 4187.785645
	Iteration 40F: 3 clusters Score -444916.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -444924.406250 Penalty: 4187.785645
	Iteration 41Q: 3 clusters Score -444924.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -444932.000000 Penalty: 4187.785645
	Iteration 42Q: 3 clusters Score -444932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -444941.000000 Penalty: 4187.785645
	Iteration 43Q: 3 clusters Score -444941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -444948.156250 Penalty: 4187.785645
	Iteration 44Q: 3 clusters Score -444948.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -444953.750000 Penalty: 4187.785645
	Iteration 45Q: 3 clusters Score -444953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -444955.093750 Penalty: 4187.785645
	Iteration 46Q: 3 clusters Score -444955.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -444956.156250 Penalty: 4187.785645
	Iteration 47Q: 3 clusters Score -444956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -444956.718750 Penalty: 4187.785645
	Iteration 48Q: 3 clusters Score -444956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -444957.125000 Penalty: 4187.785645
	Iteration 49Q: 3 clusters Score -444957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -444958.156250 Penalty: 4187.785645
	Iteration 50Q: 3 clusters Score -444958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -444959.343750 Penalty: 4187.785645
	Iteration 51Q: 3 clusters Score -444959.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -444959.343750 Penalty: 4187.785645
	Iteration 52F: 3 clusters Score -444959.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -524591.437500 Penalty: 2107.910889
	Iteration 0F: 2 clusters Score -524591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -520128.125000 Penalty: 4215.821777
	Iteration 0F: 3 clusters Score -520128.1 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -521163.750000 Penalty: 4215.821777
	Iteration 1F: 3 clusters Score -521163.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -521400.156250 Penalty: 4215.821777
	Iteration 2F: 3 clusters Score -521400.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -521548.250000 Penalty: 4215.821777
	Iteration 3F: 3 clusters Score -521548.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -521658.968750 Penalty: 4215.821777
	Iteration 4Q: 3 clusters Score -521659 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -521739.812500 Penalty: 4215.821777
	Iteration 5Q: 3 clusters Score -521739.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -521807.625000 Penalty: 4215.821777
	Iteration 6Q: 3 clusters Score -521807.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -521873.343750 Penalty: 4215.821777
	Iteration 7Q: 3 clusters Score -521873.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -521919.718750 Penalty: 4215.821777
	Iteration 8Q: 3 clusters Score -521919.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -521955.375000 Penalty: 4215.821777
	Iteration 9Q: 3 clusters Score -521955.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -521984.656250 Penalty: 4215.821777
	Iteration 10Q: 3 clusters Score -521984.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -522015.625000 Penalty: 4215.821777
	Iteration 11Q: 3 clusters Score -522015.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -522041.093750 Penalty: 4215.821777
	Iteration 12Q: 3 clusters Score -522041.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -522069.281250 Penalty: 4215.821777
	Iteration 13Q: 3 clusters Score -522069.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -522098.281250 Penalty: 4215.821777
	Iteration 14Q: 3 clusters Score -522098.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -522124.906250 Penalty: 4215.821777
	Iteration 15Q: 3 clusters Score -522124.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -522153.968750 Penalty: 4215.821777
	Iteration 16Q: 3 clusters Score -522154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -522183.000000 Penalty: 4215.821777
	Iteration 17Q: 3 clusters Score -522183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -522208.000000 Penalty: 4215.821777
	Iteration 18Q: 3 clusters Score -522208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -522230.531250 Penalty: 4215.821777
	Iteration 19Q: 3 clusters Score -522230.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -522253.500000 Penalty: 4215.821777
	Iteration 20F: 3 clusters Score -522253.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -522277.781250 Penalty: 4215.821777
	Iteration 21Q: 3 clusters Score -522277.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -522303.125000 Penalty: 4215.821777
	Iteration 22Q: 3 clusters Score -522303.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -522324.812500 Penalty: 4215.821777
	Iteration 23Q: 3 clusters Score -522324.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -522352.437500 Penalty: 4215.821777
	Iteration 24Q: 3 clusters Score -522352.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -522375.750000 Penalty: 4215.821777
	Iteration 25Q: 3 clusters Score -522375.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -522408.218750 Penalty: 4215.821777
	Iteration 26Q: 3 clusters Score -522408.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -522439.687500 Penalty: 4215.821777
	Iteration 27Q: 3 clusters Score -522439.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -522472.218750 Penalty: 4215.821777
	Iteration 28Q: 3 clusters Score -522472.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -522506.250000 Penalty: 4215.821777
	Iteration 29Q: 3 clusters Score -522506.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -522543.125000 Penalty: 4215.821777
	Iteration 30Q: 3 clusters Score -522543.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -522589.718750 Penalty: 4215.821777
	Iteration 31Q: 3 clusters Score -522589.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -522639.500000 Penalty: 4215.821777
	Iteration 32Q: 3 clusters Score -522639.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -522695.562500 Penalty: 4215.821777
	Iteration 33Q: 3 clusters Score -522695.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -522750.406250 Penalty: 4215.821777
	Iteration 34Q: 3 clusters Score -522750.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -522797.406250 Penalty: 4215.821777
	Iteration 35Q: 3 clusters Score -522797.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -522836.093750 Penalty: 4215.821777
	Iteration 36Q: 3 clusters Score -522836.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -522863.968750 Penalty: 4215.821777
	Iteration 37Q: 3 clusters Score -522864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -522889.562500 Penalty: 4215.821777
	Iteration 38Q: 3 clusters Score -522889.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -522919.062500 Penalty: 4215.821777
	Iteration 39Q: 3 clusters Score -522919.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -522952.781250 Penalty: 4215.821777
	Iteration 40F: 3 clusters Score -522952.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -522987.937500 Penalty: 4215.821777
	Iteration 41Q: 3 clusters Score -522987.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -523024.187500 Penalty: 4215.821777
	Iteration 42Q: 3 clusters Score -523024.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -523066.406250 Penalty: 4215.821777
	Iteration 43Q: 3 clusters Score -523066.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -523098.437500 Penalty: 4215.821777
	Iteration 44Q: 3 clusters Score -523098.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -523115.906250 Penalty: 4215.821777
	Iteration 45Q: 3 clusters Score -523115.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -523137.687500 Penalty: 4215.821777
	Iteration 46Q: 3 clusters Score -523137.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -523154.250000 Penalty: 4215.821777
	Iteration 47Q: 3 clusters Score -523154.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -523165.718750 Penalty: 4215.821777
	Iteration 48Q: 3 clusters Score -523165.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -523179.312500 Penalty: 4215.821777
	Iteration 49Q: 3 clusters Score -523179.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -523191.125000 Penalty: 4215.821777
	Iteration 50Q: 3 clusters Score -523191.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -523208.781250 Penalty: 4215.821777
	Iteration 51Q: 3 clusters Score -523208.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -523237.843750 Penalty: 4215.821777
	Iteration 52Q: 3 clusters Score -523237.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -523262.562500 Penalty: 4215.821777
	Iteration 53Q: 3 clusters Score -523262.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -523284.718750 Penalty: 4215.821777
	Iteration 54Q: 3 clusters Score -523284.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -523309.562500 Penalty: 4215.821777
	Iteration 55Q: 3 clusters Score -523309.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -523329.406250 Penalty: 4215.821777
	Iteration 56Q: 3 clusters Score -523329.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -523340.093750 Penalty: 4215.821777
	Iteration 57Q: 3 clusters Score -523340.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -523345.875000 Penalty: 4215.821777
	Iteration 58Q: 3 clusters Score -523345.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -523351.968750 Penalty: 4215.821777
	Iteration 59Q: 3 clusters Score -523352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -523357.156250 Penalty: 4215.821777
	Iteration 60F: 3 clusters Score -523357.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -523362.531250 Penalty: 4215.821777
	Iteration 61Q: 3 clusters Score -523362.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -523363.781250 Penalty: 4215.821777
	Iteration 62Q: 3 clusters Score -523363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -523366.906250 Penalty: 4215.821777
	Iteration 63Q: 3 clusters Score -523366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -523367.906250 Penalty: 4215.821777
	Iteration 64Q: 3 clusters Score -523367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -523368.937500 Penalty: 4215.821777
	Iteration 65Q: 3 clusters Score -523368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -523370.031250 Penalty: 4215.821777
	Iteration 66Q: 3 clusters Score -523370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -523370.562500 Penalty: 4215.821777
	Iteration 67Q: 3 clusters Score -523370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -523371.062500 Penalty: 4215.821777
	Iteration 68Q: 3 clusters Score -523371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -523372.281250 Penalty: 4215.821777
	Iteration 69Q: 3 clusters Score -523372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -523373.562500 Penalty: 4215.821777
	Iteration 70Q: 3 clusters Score -523373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -523373.625000 Penalty: 4215.821777
	Iteration 71Q: 3 clusters Score -523373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -523374.250000 Penalty: 4215.821777
	Iteration 72Q: 3 clusters Score -523374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -523377.031250 Penalty: 4215.821777
	Iteration 73Q: 3 clusters Score -523377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -523377.375000 Penalty: 4215.821777
	Iteration 74Q: 3 clusters Score -523377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -523379.156250 Penalty: 4215.821777
	Iteration 75Q: 3 clusters Score -523379.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -523382.156250 Penalty: 4215.821777
	Iteration 76Q: 3 clusters Score -523382.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -523387.625000 Penalty: 4215.821777
	Iteration 77Q: 3 clusters Score -523387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -523392.312500 Penalty: 4215.821777
	Iteration 78Q: 3 clusters Score -523392.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -523399.531250 Penalty: 4215.821777
	Iteration 79Q: 3 clusters Score -523399.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -523404.000000 Penalty: 4215.821777
	Iteration 80F: 3 clusters Score -523404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -523411.718750 Penalty: 4215.821777
	Iteration 81Q: 3 clusters Score -523411.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -523418.000000 Penalty: 4215.821777
	Iteration 82Q: 3 clusters Score -523418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -523424.625000 Penalty: 4215.821777
	Iteration 83Q: 3 clusters Score -523424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -523430.500000 Penalty: 4215.821777
	Iteration 84Q: 3 clusters Score -523430.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -523436.687500 Penalty: 4215.821777
	Iteration 85Q: 3 clusters Score -523436.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -523442.687500 Penalty: 4215.821777
	Iteration 86Q: 3 clusters Score -523442.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -523450.312500 Penalty: 4215.821777
	Iteration 87Q: 3 clusters Score -523450.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -523459.656250 Penalty: 4215.821777
	Iteration 88Q: 3 clusters Score -523459.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -523470.031250 Penalty: 4215.821777
	Iteration 89Q: 3 clusters Score -523470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -523481.125000 Penalty: 4215.821777
	Iteration 90Q: 3 clusters Score -523481.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -523489.656250 Penalty: 4215.821777
	Iteration 91Q: 3 clusters Score -523489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -523495.406250 Penalty: 4215.821777
	Iteration 92Q: 3 clusters Score -523495.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -523500.218750 Penalty: 4215.821777
	Iteration 93Q: 3 clusters Score -523500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -523502.031250 Penalty: 4215.821777
	Iteration 94Q: 3 clusters Score -523502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -523505.468750 Penalty: 4215.821777
	Iteration 95Q: 3 clusters Score -523505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -523506.781250 Penalty: 4215.821777
	Iteration 96Q: 3 clusters Score -523506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -523507.312500 Penalty: 4215.821777
	Iteration 97Q: 3 clusters Score -523507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -523507.593750 Penalty: 4215.821777
	Iteration 98Q: 3 clusters Score -523507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -523507.625000 Penalty: 4215.821777
	Iteration 99Q: 3 clusters Score -523507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -523507.625000 Penalty: 4215.821777
	Iteration 100F: 3 clusters Score -523507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -90070.593750 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -90070.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88269.007812 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -88269.01 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88631.578125 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -88631.58 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88838.484375 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -88838.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89176.742188 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -89176.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89502.679688 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -89502.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -89627.585938 Penalty: 3363.404785
	Iteration 5F: 3 clusters Score -89627.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -89732.242188 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -89732.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -89809.882812 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -89809.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89851.734375 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -89851.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -89867.328125 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -89867.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -89878.867188 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -89878.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -89890.796875 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -89890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -89904.265625 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -89904.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -89910.273438 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -89910.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -89926.390625 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -89926.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -89939.335938 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -89939.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -89943.843750 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -89943.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -89943.843750 Penalty: 3363.404785
	Iteration 17F: 3 clusters Score -89943.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -18814.937500 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -18814.94 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 116 members 
Entering Unmasked Estep 
Score: -17699.511719 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -17699.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17882.986328 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -17882.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18028.037109 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -18028.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18087.271484 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -18087.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18136.939453 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -18136.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18168.828125 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -18168.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18181.464844 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -18181.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18181.464844 Penalty: 2744.561279
	Iteration 7F: 3 clusters Score -18181.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -347558.656250 Penalty: 1999.795898
	Iteration 0F: 2 clusters Score -347558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -344177.375000 Penalty: 3999.591797
	Iteration 0F: 3 clusters Score -344177.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -344923.781250 Penalty: 3999.591797
	Iteration 1F: 3 clusters Score -344923.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -345090.437500 Penalty: 3999.591797
	Iteration 2F: 3 clusters Score -345090.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -345189.156250 Penalty: 3999.591797
	Iteration 3Q: 3 clusters Score -345189.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -345277.468750 Penalty: 3999.591797
	Iteration 4Q: 3 clusters Score -345277.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -345373.031250 Penalty: 3999.591797
	Iteration 5Q: 3 clusters Score -345373 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -345455.500000 Penalty: 3999.591797
	Iteration 6Q: 3 clusters Score -345455.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -345535.437500 Penalty: 3999.591797
	Iteration 7Q: 3 clusters Score -345535.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -345596.437500 Penalty: 3999.591797
	Iteration 8Q: 3 clusters Score -345596.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -345653.218750 Penalty: 3999.591797
	Iteration 9Q: 3 clusters Score -345653.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -345715.281250 Penalty: 3999.591797
	Iteration 10Q: 3 clusters Score -345715.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -345788.062500 Penalty: 3999.591797
	Iteration 11Q: 3 clusters Score -345788.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -345856.937500 Penalty: 3999.591797
	Iteration 12Q: 3 clusters Score -345856.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -345930.718750 Penalty: 3999.591797
	Iteration 13Q: 3 clusters Score -345930.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -346024.687500 Penalty: 3999.591797
	Iteration 14Q: 3 clusters Score -346024.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -346115.718750 Penalty: 3999.591797
	Iteration 15Q: 3 clusters Score -346115.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -346201.562500 Penalty: 3999.591797
	Iteration 16Q: 3 clusters Score -346201.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -346274.312500 Penalty: 3999.591797
	Iteration 17Q: 3 clusters Score -346274.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -346323.875000 Penalty: 3999.591797
	Iteration 18Q: 3 clusters Score -346323.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -346361.781250 Penalty: 3999.591797
	Iteration 19Q: 3 clusters Score -346361.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -346384.187500 Penalty: 3999.591797
	Iteration 20F: 3 clusters Score -346384.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -346400.781250 Penalty: 3999.591797
	Iteration 21Q: 3 clusters Score -346400.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -346406.781250 Penalty: 3999.591797
	Iteration 22Q: 3 clusters Score -346406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -346411.093750 Penalty: 3999.591797
	Iteration 23Q: 3 clusters Score -346411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -346415.937500 Penalty: 3999.591797
	Iteration 24Q: 3 clusters Score -346415.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -346420.593750 Penalty: 3999.591797
	Iteration 25Q: 3 clusters Score -346420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -346427.125000 Penalty: 3999.591797
	Iteration 26Q: 3 clusters Score -346427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -346429.937500 Penalty: 3999.591797
	Iteration 27Q: 3 clusters Score -346429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -346432.906250 Penalty: 3999.591797
	Iteration 28Q: 3 clusters Score -346432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -346432.906250 Penalty: 3999.591797
	Iteration 29F: 3 clusters Score -346432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Entering Unmasked Estep 
Score: -900412.187500 Penalty: 2232.425537
	Iteration 0F: 2 clusters Score -900412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -893957.125000 Penalty: 4464.851074
	Iteration 0F: 3 clusters Score -893957.1 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -895753.000000 Penalty: 4464.851074
	Iteration 1F: 3 clusters Score -895753 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -896082.750000 Penalty: 4464.851074
	Iteration 2F: 3 clusters Score -896082.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -896326.187500 Penalty: 4464.851074
	Iteration 3F: 3 clusters Score -896326.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -896532.062500 Penalty: 4464.851074
	Iteration 4Q: 3 clusters Score -896532.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -896702.312500 Penalty: 4464.851074
	Iteration 5Q: 3 clusters Score -896702.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -896837.687500 Penalty: 4464.851074
	Iteration 6Q: 3 clusters Score -896837.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -896979.562500 Penalty: 4464.851074
	Iteration 7Q: 3 clusters Score -896979.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -897109.750000 Penalty: 4464.851074
	Iteration 8Q: 3 clusters Score -897109.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -897235.750000 Penalty: 4464.851074
	Iteration 9Q: 3 clusters Score -897235.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -897362.625000 Penalty: 4464.851074
	Iteration 10Q: 3 clusters Score -897362.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -897520.312500 Penalty: 4464.851074
	Iteration 11Q: 3 clusters Score -897520.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -897722.187500 Penalty: 4464.851074
	Iteration 12Q: 3 clusters Score -897722.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -897954.500000 Penalty: 4464.851074
	Iteration 13Q: 3 clusters Score -897954.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -898194.187500 Penalty: 4464.851074
	Iteration 14Q: 3 clusters Score -898194.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -898425.500000 Penalty: 4464.851074
	Iteration 15Q: 3 clusters Score -898425.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -898669.125000 Penalty: 4464.851074
	Iteration 16Q: 3 clusters Score -898669.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -898936.187500 Penalty: 4464.851074
	Iteration 17Q: 3 clusters Score -898936.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -899176.062500 Penalty: 4464.851074
	Iteration 18Q: 3 clusters Score -899176.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -899419.812500 Penalty: 4464.851074
	Iteration 19Q: 3 clusters Score -899419.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -899559.250000 Penalty: 4464.851074
	Iteration 20F: 3 clusters Score -899559.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -899641.625000 Penalty: 4464.851074
	Iteration 21Q: 3 clusters Score -899641.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -899687.687500 Penalty: 4464.851074
	Iteration 22Q: 3 clusters Score -899687.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -899714.312500 Penalty: 4464.851074
	Iteration 23Q: 3 clusters Score -899714.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -899738.812500 Penalty: 4464.851074
	Iteration 24Q: 3 clusters Score -899738.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -899747.062500 Penalty: 4464.851074
	Iteration 25Q: 3 clusters Score -899747.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -899750.812500 Penalty: 4464.851074
	Iteration 26Q: 3 clusters Score -899750.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -899752.562500 Penalty: 4464.851074
	Iteration 27Q: 3 clusters Score -899752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -899755.250000 Penalty: 4464.851074
	Iteration 28Q: 3 clusters Score -899755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -899756.625000 Penalty: 4464.851074
	Iteration 29Q: 3 clusters Score -899756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -899756.625000 Penalty: 4464.851074
	Iteration 30F: 3 clusters Score -899756.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (9734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Entering Unmasked Estep 
Score: -1063990.500000 Penalty: 2277.478271
	Iteration 0F: 2 clusters Score -1063990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1056534.250000 Penalty: 4554.956543
	Iteration 0F: 3 clusters Score -1056534 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1058968.000000 Penalty: 4554.956543
	Iteration 1F: 3 clusters Score -1058968 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1059690.125000 Penalty: 4554.956543
	Iteration 2F: 3 clusters Score -1059690 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1060646.000000 Penalty: 4554.956543
	Iteration 3F: 3 clusters Score -1060646 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1061751.250000 Penalty: 4554.956543
	Iteration 4F: 3 clusters Score -1061751 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1062555.000000 Penalty: 4554.956543
	Iteration 5F: 3 clusters Score -1062555 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1063008.250000 Penalty: 4554.956543
	Iteration 6F: 3 clusters Score -1063008 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1063303.125000 Penalty: 4554.956543
	Iteration 7Q: 3 clusters Score -1063303 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1063486.875000 Penalty: 4554.956543
	Iteration 8Q: 3 clusters Score -1063487 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1063597.125000 Penalty: 4554.956543
	Iteration 9Q: 3 clusters Score -1063597 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1063655.500000 Penalty: 4554.956543
	Iteration 10Q: 3 clusters Score -1063656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1063698.750000 Penalty: 4554.956543
	Iteration 11Q: 3 clusters Score -1063699 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1063726.750000 Penalty: 4554.956543
	Iteration 12Q: 3 clusters Score -1063727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1063738.250000 Penalty: 4554.956543
	Iteration 13Q: 3 clusters Score -1063738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1063745.750000 Penalty: 4554.956543
	Iteration 14Q: 3 clusters Score -1063746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1063752.125000 Penalty: 4554.956543
	Iteration 15Q: 3 clusters Score -1063752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1063753.000000 Penalty: 4554.956543
	Iteration 16Q: 3 clusters Score -1063753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1063753.125000 Penalty: 4554.956543
	Iteration 17Q: 3 clusters Score -1063753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1063754.750000 Penalty: 4554.956543
	Iteration 18Q: 3 clusters Score -1063755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1063757.500000 Penalty: 4554.956543
	Iteration 19Q: 3 clusters Score -1063758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1063756.875000 Penalty: 4554.956543
	Iteration 20F: 3 clusters Score -1063757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1063757.875000 Penalty: 4554.956543
	Iteration 21Q: 3 clusters Score -1063758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1063758.250000 Penalty: 4554.956543
	Iteration 22Q: 3 clusters Score -1063758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1063763.625000 Penalty: 4554.956543
	Iteration 23Q: 3 clusters Score -1063764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1063762.250000 Penalty: 4554.956543
	Iteration 24Q: 3 clusters Score -1063762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1063764.625000 Penalty: 4554.956543
	Iteration 25Q: 3 clusters Score -1063765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1063764.875000 Penalty: 4554.956543
	Iteration 26Q: 3 clusters Score -1063765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1063764.875000 Penalty: 4554.956543
	Iteration 27Q: 3 clusters Score -1063765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1063767.250000 Penalty: 4554.956543
	Iteration 28Q: 3 clusters Score -1063767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1063767.125000 Penalty: 4554.956543
	Iteration 29Q: 3 clusters Score -1063767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1063768.750000 Penalty: 4554.956543
	Iteration 30Q: 3 clusters Score -1063769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1063767.625000 Penalty: 4554.956543
	Iteration 31Q: 3 clusters Score -1063768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1063771.000000 Penalty: 4554.956543
	Iteration 32Q: 3 clusters Score -1063771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1063771.750000 Penalty: 4554.956543
	Iteration 33Q: 3 clusters Score -1063772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1063773.625000 Penalty: 4554.956543
	Iteration 34Q: 3 clusters Score -1063774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1063772.375000 Penalty: 4554.956543
	Iteration 35Q: 3 clusters Score -1063772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1063774.750000 Penalty: 4554.956543
	Iteration 36Q: 3 clusters Score -1063775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1063776.875000 Penalty: 4554.956543
	Iteration 37Q: 3 clusters Score -1063777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1063776.750000 Penalty: 4554.956543
	Iteration 38Q: 3 clusters Score -1063777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1063774.625000 Penalty: 4554.956543
	Iteration 39Q: 3 clusters Score -1063775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1063777.250000 Penalty: 4554.956543
	Iteration 40F: 3 clusters Score -1063777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -160679.687500 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -160679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -158108.484375 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -158108.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -158757.390625 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -158757.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -158963.796875 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -158963.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -159117.250000 Penalty: 3750.574219
	Iteration 3F: 3 clusters Score -159117.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -159257.234375 Penalty: 3750.574219
	Iteration 4F: 3 clusters Score -159257.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -159368.515625 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -159368.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159453.656250 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -159453.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159511.453125 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -159511.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -159557.750000 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -159557.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159603.000000 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -159603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -159639.343750 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -159639.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -159665.390625 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -159665.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159695.640625 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -159695.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -159742.421875 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -159742.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -159803.859375 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -159803.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -159851.078125 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -159851.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -159875.437500 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -159875.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -159906.296875 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -159906.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -159932.359375 Penalty: 3750.574219
	Iteration 18Q: 3 clusters Score -159932.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -159954.359375 Penalty: 3750.574219
	Iteration 19Q: 3 clusters Score -159954.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -159970.140625 Penalty: 3750.574219
	Iteration 20F: 3 clusters Score -159970.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -159980.437500 Penalty: 3750.574219
	Iteration 21Q: 3 clusters Score -159980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159988.046875 Penalty: 3750.574219
	Iteration 22Q: 3 clusters Score -159988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -159995.875000 Penalty: 3750.574219
	Iteration 23Q: 3 clusters Score -159995.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -159998.609375 Penalty: 3750.574219
	Iteration 24Q: 3 clusters Score -159998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -159999.921875 Penalty: 3750.574219
	Iteration 25Q: 3 clusters Score -159999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -159999.921875 Penalty: 3750.574219
	Iteration 26F: 3 clusters Score -159999.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (13338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Entering Unmasked Estep 
Score: -1520252.750000 Penalty: 2355.596191
	Iteration 0F: 2 clusters Score -1520253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1510502.375000 Penalty: 4711.192383
	Iteration 0F: 3 clusters Score -1510502 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1513440.750000 Penalty: 4711.192383
	Iteration 1F: 3 clusters Score -1513441 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1513737.375000 Penalty: 4711.192383
	Iteration 2F: 3 clusters Score -1513737 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1513939.250000 Penalty: 4711.192383
	Iteration 3Q: 3 clusters Score -1513939 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1514101.625000 Penalty: 4711.192383
	Iteration 4Q: 3 clusters Score -1514102 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1514238.000000 Penalty: 4711.192383
	Iteration 5Q: 3 clusters Score -1514238 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1514365.875000 Penalty: 4711.192383
	Iteration 6Q: 3 clusters Score -1514366 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1514481.000000 Penalty: 4711.192383
	Iteration 7Q: 3 clusters Score -1514481 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1514609.125000 Penalty: 4711.192383
	Iteration 8Q: 3 clusters Score -1514609 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1514717.000000 Penalty: 4711.192383
	Iteration 9Q: 3 clusters Score -1514717 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1514850.125000 Penalty: 4711.192383
	Iteration 10Q: 3 clusters Score -1514850 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1515013.250000 Penalty: 4711.192383
	Iteration 11Q: 3 clusters Score -1515013 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1515214.000000 Penalty: 4711.192383
	Iteration 12Q: 3 clusters Score -1515214 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1515438.750000 Penalty: 4711.192383
	Iteration 13Q: 3 clusters Score -1515439 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1515657.750000 Penalty: 4711.192383
	Iteration 14Q: 3 clusters Score -1515658 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1515880.500000 Penalty: 4711.192383
	Iteration 15Q: 3 clusters Score -1515880 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1516140.250000 Penalty: 4711.192383
	Iteration 16Q: 3 clusters Score -1516140 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1516428.375000 Penalty: 4711.192383
	Iteration 17Q: 3 clusters Score -1516428 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1516726.375000 Penalty: 4711.192383
	Iteration 18Q: 3 clusters Score -1516726 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1517055.000000 Penalty: 4711.192383
	Iteration 19Q: 3 clusters Score -1517055 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1517301.500000 Penalty: 4711.192383
	Iteration 20F: 3 clusters Score -1517302 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1517499.000000 Penalty: 4711.192383
	Iteration 21Q: 3 clusters Score -1517499 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1517647.625000 Penalty: 4711.192383
	Iteration 22Q: 3 clusters Score -1517648 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1517751.875000 Penalty: 4711.192383
	Iteration 23Q: 3 clusters Score -1517752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1517829.625000 Penalty: 4711.192383
	Iteration 24Q: 3 clusters Score -1517830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1517883.125000 Penalty: 4711.192383
	Iteration 25Q: 3 clusters Score -1517883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1517926.125000 Penalty: 4711.192383
	Iteration 26Q: 3 clusters Score -1517926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1517958.500000 Penalty: 4711.192383
	Iteration 27Q: 3 clusters Score -1517958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1517992.875000 Penalty: 4711.192383
	Iteration 28Q: 3 clusters Score -1517993 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1518014.500000 Penalty: 4711.192383
	Iteration 29Q: 3 clusters Score -1518014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1518029.375000 Penalty: 4711.192383
	Iteration 30Q: 3 clusters Score -1518029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1518040.125000 Penalty: 4711.192383
	Iteration 31Q: 3 clusters Score -1518040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1518044.875000 Penalty: 4711.192383
	Iteration 32Q: 3 clusters Score -1518045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1518048.375000 Penalty: 4711.192383
	Iteration 33Q: 3 clusters Score -1518048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1518051.625000 Penalty: 4711.192383
	Iteration 34Q: 3 clusters Score -1518052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1518056.125000 Penalty: 4711.192383
	Iteration 35Q: 3 clusters Score -1518056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1518066.875000 Penalty: 4711.192383
	Iteration 36Q: 3 clusters Score -1518067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1518070.000000 Penalty: 4711.192383
	Iteration 37Q: 3 clusters Score -1518070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1518072.125000 Penalty: 4711.192383
	Iteration 38Q: 3 clusters Score -1518072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1518079.375000 Penalty: 4711.192383
	Iteration 39Q: 3 clusters Score -1518079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1518080.375000 Penalty: 4711.192383
	Iteration 40F: 3 clusters Score -1518080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1518083.500000 Penalty: 4711.192383
	Iteration 41Q: 3 clusters Score -1518084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1518085.375000 Penalty: 4711.192383
	Iteration 42Q: 3 clusters Score -1518085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1518084.625000 Penalty: 4711.192383
	Iteration 43Q: 3 clusters Score -1518085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1518087.000000 Penalty: 4711.192383
	Iteration 44Q: 3 clusters Score -1518087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1518086.375000 Penalty: 4711.192383
	Iteration 45Q: 3 clusters Score -1518086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1518085.000000 Penalty: 4711.192383
	Iteration 46Q: 3 clusters Score -1518085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1518086.750000 Penalty: 4711.192383
	Iteration 47Q: 3 clusters Score -1518087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1518089.750000 Penalty: 4711.192383
	Iteration 48Q: 3 clusters Score -1518090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1518093.250000 Penalty: 4711.192383
	Iteration 49Q: 3 clusters Score -1518093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1518097.000000 Penalty: 4711.192383
	Iteration 50Q: 3 clusters Score -1518097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1518097.875000 Penalty: 4711.192383
	Iteration 51Q: 3 clusters Score -1518098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1518099.125000 Penalty: 4711.192383
	Iteration 52Q: 3 clusters Score -1518099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1518100.750000 Penalty: 4711.192383
	Iteration 53Q: 3 clusters Score -1518101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1518103.000000 Penalty: 4711.192383
	Iteration 54Q: 3 clusters Score -1518103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1518108.750000 Penalty: 4711.192383
	Iteration 55Q: 3 clusters Score -1518109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1518110.250000 Penalty: 4711.192383
	Iteration 56Q: 3 clusters Score -1518110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1518110.250000 Penalty: 4711.192383
	Iteration 57Q: 3 clusters Score -1518110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1518111.375000 Penalty: 4711.192383
	Iteration 58Q: 3 clusters Score -1518111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1518111.375000 Penalty: 4711.192383
	Iteration 59F: 3 clusters Score -1518111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -90964.335938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -90964.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89134.343750 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -89134.34 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89395.234375 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -89395.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89448.507812 Penalty: 3367.330078
	Iteration 2Q: 3 clusters Score -89448.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89467.515625 Penalty: 3367.330078
	Iteration 3Q: 3 clusters Score -89467.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89493.070312 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -89493.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -89511.210938 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -89511.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89519.804688 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -89519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89526.914062 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -89526.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89528.515625 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -89528.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89528.960938 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -89528.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89532.648438 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -89532.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89533.234375 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -89533.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89536.195312 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -89536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89547.585938 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -89547.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89558.390625 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -89558.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89573.156250 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -89573.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89583.382812 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -89583.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89591.671875 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -89591.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -89621.640625 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -89621.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89643.515625 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -89643.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89663.335938 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -89663.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89713.187500 Penalty: 3367.330078
	Iteration 21Q: 3 clusters Score -89713.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89753.226562 Penalty: 3367.330078
	Iteration 22Q: 3 clusters Score -89753.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89797.507812 Penalty: 3367.330078
	Iteration 23Q: 3 clusters Score -89797.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -89824.281250 Penalty: 3367.330078
	Iteration 24Q: 3 clusters Score -89824.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89851.992188 Penalty: 3367.330078
	Iteration 25Q: 3 clusters Score -89851.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89879.554688 Penalty: 3367.330078
	Iteration 26Q: 3 clusters Score -89879.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89894.773438 Penalty: 3367.330078
	Iteration 27Q: 3 clusters Score -89894.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89909.250000 Penalty: 3367.330078
	Iteration 28Q: 3 clusters Score -89909.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89929.054688 Penalty: 3367.330078
	Iteration 29Q: 3 clusters Score -89929.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89952.343750 Penalty: 3367.330078
	Iteration 30Q: 3 clusters Score -89952.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -89971.203125 Penalty: 3367.330078
	Iteration 31Q: 3 clusters Score -89971.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -89986.101562 Penalty: 3367.330078
	Iteration 32Q: 3 clusters Score -89986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89998.085938 Penalty: 3367.330078
	Iteration 33Q: 3 clusters Score -89998.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -90010.429688 Penalty: 3367.330078
	Iteration 34Q: 3 clusters Score -90010.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -90027.734375 Penalty: 3367.330078
	Iteration 35Q: 3 clusters Score -90027.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -90052.304688 Penalty: 3367.330078
	Iteration 36Q: 3 clusters Score -90052.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90069.085938 Penalty: 3367.330078
	Iteration 37Q: 3 clusters Score -90069.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -90081.132812 Penalty: 3367.330078
	Iteration 38Q: 3 clusters Score -90081.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -90094.125000 Penalty: 3367.330078
	Iteration 39Q: 3 clusters Score -90094.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -90101.992188 Penalty: 3367.330078
	Iteration 40F: 3 clusters Score -90101.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -90109.257812 Penalty: 3367.330078
	Iteration 41Q: 3 clusters Score -90109.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -90116.367188 Penalty: 3367.330078
	Iteration 42Q: 3 clusters Score -90116.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -90123.031250 Penalty: 3367.330078
	Iteration 43Q: 3 clusters Score -90123.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -90130.789062 Penalty: 3367.330078
	Iteration 44Q: 3 clusters Score -90130.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90132.835938 Penalty: 3367.330078
	Iteration 45Q: 3 clusters Score -90132.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -90135.015625 Penalty: 3367.330078
	Iteration 46Q: 3 clusters Score -90135.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -90135.718750 Penalty: 3367.330078
	Iteration 47Q: 3 clusters Score -90135.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -90135.718750 Penalty: 3367.330078
	Iteration 48F: 3 clusters Score -90135.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Entering Unmasked Estep 
Score: -925142.562500 Penalty: 2234.009277
	Iteration 0F: 2 clusters Score -925142.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -918609.750000 Penalty: 4468.018555
	Iteration 0F: 3 clusters Score -918609.8 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -920394.250000 Penalty: 4468.018555
	Iteration 1F: 3 clusters Score -920394.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -920617.312500 Penalty: 4468.018555
	Iteration 2F: 3 clusters Score -920617.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -920770.812500 Penalty: 4468.018555
	Iteration 3Q: 3 clusters Score -920770.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -920889.125000 Penalty: 4468.018555
	Iteration 4Q: 3 clusters Score -920889.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -920990.437500 Penalty: 4468.018555
	Iteration 5Q: 3 clusters Score -920990.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -921066.937500 Penalty: 4468.018555
	Iteration 6Q: 3 clusters Score -921066.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -921153.437500 Penalty: 4468.018555
	Iteration 7Q: 3 clusters Score -921153.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -921238.312500 Penalty: 4468.018555
	Iteration 8Q: 3 clusters Score -921238.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -921327.000000 Penalty: 4468.018555
	Iteration 9Q: 3 clusters Score -921327 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -921432.125000 Penalty: 4468.018555
	Iteration 10Q: 3 clusters Score -921432.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -921566.937500 Penalty: 4468.018555
	Iteration 11Q: 3 clusters Score -921566.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -921686.250000 Penalty: 4468.018555
	Iteration 12Q: 3 clusters Score -921686.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -921803.062500 Penalty: 4468.018555
	Iteration 13Q: 3 clusters Score -921803.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -921943.812500 Penalty: 4468.018555
	Iteration 14Q: 3 clusters Score -921943.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -922093.875000 Penalty: 4468.018555
	Iteration 15Q: 3 clusters Score -922093.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -922211.250000 Penalty: 4468.018555
	Iteration 16Q: 3 clusters Score -922211.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -922323.562500 Penalty: 4468.018555
	Iteration 17Q: 3 clusters Score -922323.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -922456.125000 Penalty: 4468.018555
	Iteration 18Q: 3 clusters Score -922456.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -922590.687500 Penalty: 4468.018555
	Iteration 19Q: 3 clusters Score -922590.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -922703.437500 Penalty: 4468.018555
	Iteration 20F: 3 clusters Score -922703.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -922802.937500 Penalty: 4468.018555
	Iteration 21Q: 3 clusters Score -922802.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -922874.000000 Penalty: 4468.018555
	Iteration 22Q: 3 clusters Score -922874 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -922934.062500 Penalty: 4468.018555
	Iteration 23Q: 3 clusters Score -922934.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -922988.375000 Penalty: 4468.018555
	Iteration 24Q: 3 clusters Score -922988.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -923032.875000 Penalty: 4468.018555
	Iteration 25Q: 3 clusters Score -923032.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -923063.937500 Penalty: 4468.018555
	Iteration 26Q: 3 clusters Score -923063.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -923097.562500 Penalty: 4468.018555
	Iteration 27Q: 3 clusters Score -923097.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -923131.437500 Penalty: 4468.018555
	Iteration 28Q: 3 clusters Score -923131.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -923164.500000 Penalty: 4468.018555
	Iteration 29Q: 3 clusters Score -923164.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -923193.812500 Penalty: 4468.018555
	Iteration 30Q: 3 clusters Score -923193.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -923218.937500 Penalty: 4468.018555
	Iteration 31Q: 3 clusters Score -923218.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -923238.375000 Penalty: 4468.018555
	Iteration 32Q: 3 clusters Score -923238.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -923254.187500 Penalty: 4468.018555
	Iteration 33Q: 3 clusters Score -923254.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -923267.812500 Penalty: 4468.018555
	Iteration 34Q: 3 clusters Score -923267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -923279.687500 Penalty: 4468.018555
	Iteration 35Q: 3 clusters Score -923279.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -923288.375000 Penalty: 4468.018555
	Iteration 36Q: 3 clusters Score -923288.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -923293.125000 Penalty: 4468.018555
	Iteration 37Q: 3 clusters Score -923293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -923299.937500 Penalty: 4468.018555
	Iteration 38Q: 3 clusters Score -923299.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -923304.187500 Penalty: 4468.018555
	Iteration 39Q: 3 clusters Score -923304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -923312.250000 Penalty: 4468.018555
	Iteration 40F: 3 clusters Score -923312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -923316.875000 Penalty: 4468.018555
	Iteration 41Q: 3 clusters Score -923316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -923323.250000 Penalty: 4468.018555
	Iteration 42Q: 3 clusters Score -923323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -923327.000000 Penalty: 4468.018555
	Iteration 43Q: 3 clusters Score -923327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -923329.062500 Penalty: 4468.018555
	Iteration 44Q: 3 clusters Score -923329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -923331.375000 Penalty: 4468.018555
	Iteration 45Q: 3 clusters Score -923331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -923331.375000 Penalty: 4468.018555
	Iteration 46F: 3 clusters Score -923331.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51654.210938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51654.21 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 245 members 
Entering Unmasked Estep 
Score: -50146.410156 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50146.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50306.242188 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50306.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50379.972656 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -50379.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50417.382812 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50417.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50446.007812 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50446.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50463.875000 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50463.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50477.265625 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50477.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50478.871094 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50478.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50481.128906 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -50481.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50482.851562 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -50482.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50482.851562 Penalty: 3096.142822
	Iteration 10F: 3 clusters Score -50482.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (21095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Entering Unmasked Estep 
Score: -2437428.250000 Penalty: 2469.284180
	Iteration 0F: 2 clusters Score -2437428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2422762.500000 Penalty: 4938.568359
	Iteration 0F: 3 clusters Score -2422762 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2427910.000000 Penalty: 4938.568359
	Iteration 1F: 3 clusters Score -2427910 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2428428.000000 Penalty: 4938.568359
	Iteration 2F: 3 clusters Score -2428428 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2428865.250000 Penalty: 4938.568359
	Iteration 3Q: 3 clusters Score -2428865 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2429244.000000 Penalty: 4938.568359
	Iteration 4Q: 3 clusters Score -2429244 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2429636.250000 Penalty: 4938.568359
	Iteration 5Q: 3 clusters Score -2429636 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2430163.750000 Penalty: 4938.568359
	Iteration 6Q: 3 clusters Score -2430164 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2430991.250000 Penalty: 4938.568359
	Iteration 7F: 3 clusters Score -2430991 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2432129.250000 Penalty: 4938.568359
	Iteration 8F: 3 clusters Score -2432129 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2433187.750000 Penalty: 4938.568359
	Iteration 9F: 3 clusters Score -2433188 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2433956.000000 Penalty: 4938.568359
	Iteration 10F: 3 clusters Score -2433956 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2434459.750000 Penalty: 4938.568359
	Iteration 11Q: 3 clusters Score -2434460 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2434750.500000 Penalty: 4938.568359
	Iteration 12Q: 3 clusters Score -2434750 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2434955.000000 Penalty: 4938.568359
	Iteration 13Q: 3 clusters Score -2434955 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2435075.000000 Penalty: 4938.568359
	Iteration 14Q: 3 clusters Score -2435075 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2435176.500000 Penalty: 4938.568359
	Iteration 15Q: 3 clusters Score -2435176 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2435278.000000 Penalty: 4938.568359
	Iteration 16Q: 3 clusters Score -2435278 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2435354.250000 Penalty: 4938.568359
	Iteration 17Q: 3 clusters Score -2435354 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2435413.250000 Penalty: 4938.568359
	Iteration 18Q: 3 clusters Score -2435413 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2435481.000000 Penalty: 4938.568359
	Iteration 19Q: 3 clusters Score -2435481 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2435551.000000 Penalty: 4938.568359
	Iteration 20F: 3 clusters Score -2435551 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2435590.750000 Penalty: 4938.568359
	Iteration 21Q: 3 clusters Score -2435591 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2435622.000000 Penalty: 4938.568359
	Iteration 22Q: 3 clusters Score -2435622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2435663.750000 Penalty: 4938.568359
	Iteration 23Q: 3 clusters Score -2435664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2435679.500000 Penalty: 4938.568359
	Iteration 24Q: 3 clusters Score -2435680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2435702.250000 Penalty: 4938.568359
	Iteration 25Q: 3 clusters Score -2435702 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2435718.000000 Penalty: 4938.568359
	Iteration 26Q: 3 clusters Score -2435718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2435732.750000 Penalty: 4938.568359
	Iteration 27Q: 3 clusters Score -2435733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2435743.750000 Penalty: 4938.568359
	Iteration 28Q: 3 clusters Score -2435744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2435747.750000 Penalty: 4938.568359
	Iteration 29Q: 3 clusters Score -2435748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2435755.000000 Penalty: 4938.568359
	Iteration 30Q: 3 clusters Score -2435755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2435759.000000 Penalty: 4938.568359
	Iteration 31Q: 3 clusters Score -2435759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2435765.750000 Penalty: 4938.568359
	Iteration 32Q: 3 clusters Score -2435766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2435775.000000 Penalty: 4938.568359
	Iteration 33Q: 3 clusters Score -2435775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2435785.250000 Penalty: 4938.568359
	Iteration 34Q: 3 clusters Score -2435785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2435783.500000 Penalty: 4938.568359
	Iteration 35Q: 3 clusters Score -2435784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2435782.250000 Penalty: 4938.568359
	Iteration 36Q: 3 clusters Score -2435782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2435787.500000 Penalty: 4938.568359
	Iteration 37Q: 3 clusters Score -2435788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2435790.750000 Penalty: 4938.568359
	Iteration 38Q: 3 clusters Score -2435791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2435791.250000 Penalty: 4938.568359
	Iteration 39Q: 3 clusters Score -2435791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2435793.750000 Penalty: 4938.568359
	Iteration 40F: 3 clusters Score -2435794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2435792.000000 Penalty: 4938.568359
	Iteration 41Q: 3 clusters Score -2435792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2435794.500000 Penalty: 4938.568359
	Iteration 42Q: 3 clusters Score -2435794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2435792.000000 Penalty: 4938.568359
	Iteration 43Q: 3 clusters Score -2435792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2435797.000000 Penalty: 4938.568359
	Iteration 44Q: 3 clusters Score -2435797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2435795.750000 Penalty: 4938.568359
	Iteration 45Q: 3 clusters Score -2435796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2435797.750000 Penalty: 4938.568359
	Iteration 46Q: 3 clusters Score -2435798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2435798.000000 Penalty: 4938.568359
	Iteration 47Q: 3 clusters Score -2435798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2435802.000000 Penalty: 4938.568359
	Iteration 48Q: 3 clusters Score -2435802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2435804.250000 Penalty: 4938.568359
	Iteration 49Q: 3 clusters Score -2435804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2435813.750000 Penalty: 4938.568359
	Iteration 50Q: 3 clusters Score -2435814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2435810.500000 Penalty: 4938.568359
	Iteration 51Q: 3 clusters Score -2435810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2435810.500000 Penalty: 4938.568359
	Iteration 52Q: 3 clusters Score -2435810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2435813.000000 Penalty: 4938.568359
	Iteration 53Q: 3 clusters Score -2435813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2435814.250000 Penalty: 4938.568359
	Iteration 54Q: 3 clusters Score -2435814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2435814.000000 Penalty: 4938.568359
	Iteration 55Q: 3 clusters Score -2435814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2435815.750000 Penalty: 4938.568359
	Iteration 56Q: 3 clusters Score -2435816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2435813.750000 Penalty: 4938.568359
	Iteration 57Q: 3 clusters Score -2435814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2435813.750000 Penalty: 4938.568359
	Iteration 58Q: 3 clusters Score -2435814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2435814.250000 Penalty: 4938.568359
	Iteration 59Q: 3 clusters Score -2435814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2435807.500000 Penalty: 4938.568359
	Iteration 60F: 3 clusters Score -2435808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2435808.500000 Penalty: 4938.568359
	Iteration 61Q: 3 clusters Score -2435808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2435807.000000 Penalty: 4938.568359
	Iteration 62Q: 3 clusters Score -2435807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2435810.000000 Penalty: 4938.568359
	Iteration 63Q: 3 clusters Score -2435810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2435810.000000 Penalty: 4938.568359
	Iteration 64F: 3 clusters Score -2435810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -134915.750000 Penalty: 1821.330078
	Iteration 0F: 2 clusters Score -134915.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -132583.437500 Penalty: 3642.660156
	Iteration 0F: 3 clusters Score -132583.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -133076.578125 Penalty: 3642.660156
	Iteration 1F: 3 clusters Score -133076.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133233.234375 Penalty: 3642.660156
	Iteration 2F: 3 clusters Score -133233.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133340.828125 Penalty: 3642.660156
	Iteration 3F: 3 clusters Score -133340.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133424.265625 Penalty: 3642.660156
	Iteration 4Q: 3 clusters Score -133424.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133487.093750 Penalty: 3642.660156
	Iteration 5Q: 3 clusters Score -133487.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133557.843750 Penalty: 3642.660156
	Iteration 6Q: 3 clusters Score -133557.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133610.593750 Penalty: 3642.660156
	Iteration 7Q: 3 clusters Score -133610.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133647.781250 Penalty: 3642.660156
	Iteration 8Q: 3 clusters Score -133647.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133675.828125 Penalty: 3642.660156
	Iteration 9Q: 3 clusters Score -133675.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133714.765625 Penalty: 3642.660156
	Iteration 10Q: 3 clusters Score -133714.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -133749.515625 Penalty: 3642.660156
	Iteration 11Q: 3 clusters Score -133749.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133782.312500 Penalty: 3642.660156
	Iteration 12Q: 3 clusters Score -133782.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133819.296875 Penalty: 3642.660156
	Iteration 13Q: 3 clusters Score -133819.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133867.781250 Penalty: 3642.660156
	Iteration 14Q: 3 clusters Score -133867.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133899.875000 Penalty: 3642.660156
	Iteration 15Q: 3 clusters Score -133899.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133929.078125 Penalty: 3642.660156
	Iteration 16Q: 3 clusters Score -133929.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133958.656250 Penalty: 3642.660156
	Iteration 17Q: 3 clusters Score -133958.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133993.812500 Penalty: 3642.660156
	Iteration 18Q: 3 clusters Score -133993.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134041.765625 Penalty: 3642.660156
	Iteration 19Q: 3 clusters Score -134041.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134087.265625 Penalty: 3642.660156
	Iteration 20F: 3 clusters Score -134087.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134120.531250 Penalty: 3642.660156
	Iteration 21Q: 3 clusters Score -134120.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -134177.140625 Penalty: 3642.660156
	Iteration 22Q: 3 clusters Score -134177.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -134264.406250 Penalty: 3642.660156
	Iteration 23Q: 3 clusters Score -134264.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -134361.281250 Penalty: 3642.660156
	Iteration 24Q: 3 clusters Score -134361.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -134434.906250 Penalty: 3642.660156
	Iteration 25Q: 3 clusters Score -134434.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -134494.875000 Penalty: 3642.660156
	Iteration 26Q: 3 clusters Score -134494.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134575.921875 Penalty: 3642.660156
	Iteration 27Q: 3 clusters Score -134575.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134633.171875 Penalty: 3642.660156
	Iteration 28Q: 3 clusters Score -134633.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134698.000000 Penalty: 3642.660156
	Iteration 29Q: 3 clusters Score -134698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -134790.390625 Penalty: 3642.660156
	Iteration 30Q: 3 clusters Score -134790.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -134857.953125 Penalty: 3642.660156
	Iteration 31Q: 3 clusters Score -134858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -134886.468750 Penalty: 3642.660156
	Iteration 32Q: 3 clusters Score -134886.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134896.656250 Penalty: 3642.660156
	Iteration 33Q: 3 clusters Score -134896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -134901.093750 Penalty: 3642.660156
	Iteration 34Q: 3 clusters Score -134901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -134906.421875 Penalty: 3642.660156
	Iteration 35Q: 3 clusters Score -134906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -134910.375000 Penalty: 3642.660156
	Iteration 36Q: 3 clusters Score -134910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -134910.375000 Penalty: 3642.660156
	Iteration 37F: 3 clusters Score -134910.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Entering Unmasked Estep 
Score: -796628.687500 Penalty: 2238.819580
	Iteration 0F: 2 clusters Score -796628.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -790064.000000 Penalty: 4477.639160
	Iteration 0F: 3 clusters Score -790064 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -791950.375000 Penalty: 4477.639160
	Iteration 1F: 3 clusters Score -791950.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -792244.875000 Penalty: 4477.639160
	Iteration 2F: 3 clusters Score -792244.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -792476.875000 Penalty: 4477.639160
	Iteration 3F: 3 clusters Score -792476.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -792696.187500 Penalty: 4477.639160
	Iteration 4Q: 3 clusters Score -792696.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -792868.312500 Penalty: 4477.639160
	Iteration 5Q: 3 clusters Score -792868.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -793040.500000 Penalty: 4477.639160
	Iteration 6Q: 3 clusters Score -793040.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -793205.625000 Penalty: 4477.639160
	Iteration 7Q: 3 clusters Score -793205.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -793351.937500 Penalty: 4477.639160
	Iteration 8Q: 3 clusters Score -793351.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -793483.312500 Penalty: 4477.639160
	Iteration 9Q: 3 clusters Score -793483.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -793623.187500 Penalty: 4477.639160
	Iteration 10Q: 3 clusters Score -793623.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -793774.937500 Penalty: 4477.639160
	Iteration 11Q: 3 clusters Score -793774.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -793900.250000 Penalty: 4477.639160
	Iteration 12Q: 3 clusters Score -793900.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -794017.250000 Penalty: 4477.639160
	Iteration 13Q: 3 clusters Score -794017.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -794113.875000 Penalty: 4477.639160
	Iteration 14Q: 3 clusters Score -794113.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -794198.125000 Penalty: 4477.639160
	Iteration 15Q: 3 clusters Score -794198.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -794265.687500 Penalty: 4477.639160
	Iteration 16Q: 3 clusters Score -794265.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -794314.000000 Penalty: 4477.639160
	Iteration 17Q: 3 clusters Score -794314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -794348.562500 Penalty: 4477.639160
	Iteration 18Q: 3 clusters Score -794348.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -794378.125000 Penalty: 4477.639160
	Iteration 19Q: 3 clusters Score -794378.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -794403.375000 Penalty: 4477.639160
	Iteration 20F: 3 clusters Score -794403.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -794431.125000 Penalty: 4477.639160
	Iteration 21Q: 3 clusters Score -794431.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -794456.875000 Penalty: 4477.639160
	Iteration 22Q: 3 clusters Score -794456.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -794479.562500 Penalty: 4477.639160
	Iteration 23Q: 3 clusters Score -794479.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -794500.312500 Penalty: 4477.639160
	Iteration 24Q: 3 clusters Score -794500.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -794512.937500 Penalty: 4477.639160
	Iteration 25Q: 3 clusters Score -794512.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -794524.812500 Penalty: 4477.639160
	Iteration 26Q: 3 clusters Score -794524.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -794535.125000 Penalty: 4477.639160
	Iteration 27Q: 3 clusters Score -794535.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -794542.125000 Penalty: 4477.639160
	Iteration 28Q: 3 clusters Score -794542.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -794549.125000 Penalty: 4477.639160
	Iteration 29Q: 3 clusters Score -794549.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -794555.625000 Penalty: 4477.639160
	Iteration 30Q: 3 clusters Score -794555.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -794563.687500 Penalty: 4477.639160
	Iteration 31Q: 3 clusters Score -794563.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -794576.812500 Penalty: 4477.639160
	Iteration 32Q: 3 clusters Score -794576.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -794589.625000 Penalty: 4477.639160
	Iteration 33Q: 3 clusters Score -794589.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -794605.437500 Penalty: 4477.639160
	Iteration 34Q: 3 clusters Score -794605.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -794626.000000 Penalty: 4477.639160
	Iteration 35Q: 3 clusters Score -794626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -794648.250000 Penalty: 4477.639160
	Iteration 36Q: 3 clusters Score -794648.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -794666.437500 Penalty: 4477.639160
	Iteration 37Q: 3 clusters Score -794666.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -794683.375000 Penalty: 4477.639160
	Iteration 38Q: 3 clusters Score -794683.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -794696.312500 Penalty: 4477.639160
	Iteration 39Q: 3 clusters Score -794696.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -794708.875000 Penalty: 4477.639160
	Iteration 40F: 3 clusters Score -794708.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -794722.812500 Penalty: 4477.639160
	Iteration 41Q: 3 clusters Score -794722.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -794735.250000 Penalty: 4477.639160
	Iteration 42Q: 3 clusters Score -794735.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -794743.875000 Penalty: 4477.639160
	Iteration 43Q: 3 clusters Score -794743.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -794747.937500 Penalty: 4477.639160
	Iteration 44Q: 3 clusters Score -794747.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -794754.500000 Penalty: 4477.639160
	Iteration 45Q: 3 clusters Score -794754.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -794763.000000 Penalty: 4477.639160
	Iteration 46Q: 3 clusters Score -794763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -794768.875000 Penalty: 4477.639160
	Iteration 47Q: 3 clusters Score -794768.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -794773.562500 Penalty: 4477.639160
	Iteration 48Q: 3 clusters Score -794773.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -794775.500000 Penalty: 4477.639160
	Iteration 49Q: 3 clusters Score -794775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -794777.812500 Penalty: 4477.639160
	Iteration 50Q: 3 clusters Score -794777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -794779.687500 Penalty: 4477.639160
	Iteration 51Q: 3 clusters Score -794779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -794782.375000 Penalty: 4477.639160
	Iteration 52Q: 3 clusters Score -794782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -794784.062500 Penalty: 4477.639160
	Iteration 53Q: 3 clusters Score -794784.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -794790.312500 Penalty: 4477.639160
	Iteration 54Q: 3 clusters Score -794790.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -794792.875000 Penalty: 4477.639160
	Iteration 55Q: 3 clusters Score -794792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -794794.812500 Penalty: 4477.639160
	Iteration 56Q: 3 clusters Score -794794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -794796.187500 Penalty: 4477.639160
	Iteration 57Q: 3 clusters Score -794796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -794797.812500 Penalty: 4477.639160
	Iteration 58Q: 3 clusters Score -794797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -794800.187500 Penalty: 4477.639160
	Iteration 59Q: 3 clusters Score -794800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -794804.937500 Penalty: 4477.639160
	Iteration 60F: 3 clusters Score -794804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -794806.750000 Penalty: 4477.639160
	Iteration 61Q: 3 clusters Score -794806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -794807.375000 Penalty: 4477.639160
	Iteration 62Q: 3 clusters Score -794807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -794808.562500 Penalty: 4477.639160
	Iteration 63Q: 3 clusters Score -794808.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -794813.312500 Penalty: 4477.639160
	Iteration 64Q: 3 clusters Score -794813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -794817.062500 Penalty: 4477.639160
	Iteration 65Q: 3 clusters Score -794817.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -794822.812500 Penalty: 4477.639160
	Iteration 66Q: 3 clusters Score -794822.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -794824.562500 Penalty: 4477.639160
	Iteration 67Q: 3 clusters Score -794824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -794827.000000 Penalty: 4477.639160
	Iteration 68Q: 3 clusters Score -794827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -794827.312500 Penalty: 4477.639160
	Iteration 69Q: 3 clusters Score -794827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -794830.437500 Penalty: 4477.639160
	Iteration 70Q: 3 clusters Score -794830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -794830.625000 Penalty: 4477.639160
	Iteration 71Q: 3 clusters Score -794830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -794831.937500 Penalty: 4477.639160
	Iteration 72Q: 3 clusters Score -794831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -794830.750000 Penalty: 4477.639160
	Iteration 73Q: 3 clusters Score -794830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -794833.312500 Penalty: 4477.639160
	Iteration 74Q: 3 clusters Score -794833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -794834.500000 Penalty: 4477.639160
	Iteration 75Q: 3 clusters Score -794834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -794835.875000 Penalty: 4477.639160
	Iteration 76Q: 3 clusters Score -794835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -794837.375000 Penalty: 4477.639160
	Iteration 77Q: 3 clusters Score -794837.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -794837.937500 Penalty: 4477.639160
	Iteration 78Q: 3 clusters Score -794837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -794840.125000 Penalty: 4477.639160
	Iteration 79Q: 3 clusters Score -794840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -794842.562500 Penalty: 4477.639160
	Iteration 80F: 3 clusters Score -794842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -794842.687500 Penalty: 4477.639160
	Iteration 81Q: 3 clusters Score -794842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -794842.812500 Penalty: 4477.639160
	Iteration 82Q: 3 clusters Score -794842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -794843.687500 Penalty: 4477.639160
	Iteration 83Q: 3 clusters Score -794843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -794844.437500 Penalty: 4477.639160
	Iteration 84Q: 3 clusters Score -794844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -794843.687500 Penalty: 4477.639160
	Iteration 85Q: 3 clusters Score -794843.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -794846.062500 Penalty: 4477.639160
	Iteration 86Q: 3 clusters Score -794846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -794848.312500 Penalty: 4477.639160
	Iteration 87Q: 3 clusters Score -794848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -794849.375000 Penalty: 4477.639160
	Iteration 88Q: 3 clusters Score -794849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -794849.562500 Penalty: 4477.639160
	Iteration 89Q: 3 clusters Score -794849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -794850.062500 Penalty: 4477.639160
	Iteration 90Q: 3 clusters Score -794850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -794849.500000 Penalty: 4477.639160
	Iteration 91Q: 3 clusters Score -794849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -794851.562500 Penalty: 4477.639160
	Iteration 92Q: 3 clusters Score -794851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -794851.562500 Penalty: 4477.639160
	Iteration 93F: 3 clusters Score -794851.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Entering Unmasked Estep 
Score: -486908.968750 Penalty: 2108.213379
	Iteration 0F: 2 clusters Score -486909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -482424.875000 Penalty: 4216.426758
	Iteration 0F: 3 clusters Score -482424.9 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -483518.250000 Penalty: 4216.426758
	Iteration 1F: 3 clusters Score -483518.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -483785.125000 Penalty: 4216.426758
	Iteration 2F: 3 clusters Score -483785.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -483967.562500 Penalty: 4216.426758
	Iteration 3F: 3 clusters Score -483967.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -484110.656250 Penalty: 4216.426758
	Iteration 4Q: 3 clusters Score -484110.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -484222.718750 Penalty: 4216.426758
	Iteration 5Q: 3 clusters Score -484222.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -484313.468750 Penalty: 4216.426758
	Iteration 6Q: 3 clusters Score -484313.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -484392.781250 Penalty: 4216.426758
	Iteration 7Q: 3 clusters Score -484392.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -484460.781250 Penalty: 4216.426758
	Iteration 8Q: 3 clusters Score -484460.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -484528.843750 Penalty: 4216.426758
	Iteration 9Q: 3 clusters Score -484528.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -484613.718750 Penalty: 4216.426758
	Iteration 10Q: 3 clusters Score -484613.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -484692.156250 Penalty: 4216.426758
	Iteration 11Q: 3 clusters Score -484692.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -484785.593750 Penalty: 4216.426758
	Iteration 12Q: 3 clusters Score -484785.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -484876.406250 Penalty: 4216.426758
	Iteration 13Q: 3 clusters Score -484876.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -484950.125000 Penalty: 4216.426758
	Iteration 14Q: 3 clusters Score -484950.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -485015.718750 Penalty: 4216.426758
	Iteration 15Q: 3 clusters Score -485015.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -485061.468750 Penalty: 4216.426758
	Iteration 16Q: 3 clusters Score -485061.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -485102.281250 Penalty: 4216.426758
	Iteration 17Q: 3 clusters Score -485102.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -485136.687500 Penalty: 4216.426758
	Iteration 18Q: 3 clusters Score -485136.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -485182.406250 Penalty: 4216.426758
	Iteration 19Q: 3 clusters Score -485182.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -485226.281250 Penalty: 4216.426758
	Iteration 20F: 3 clusters Score -485226.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -485277.281250 Penalty: 4216.426758
	Iteration 21Q: 3 clusters Score -485277.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -485317.375000 Penalty: 4216.426758
	Iteration 22Q: 3 clusters Score -485317.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -485353.187500 Penalty: 4216.426758
	Iteration 23Q: 3 clusters Score -485353.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -485379.531250 Penalty: 4216.426758
	Iteration 24Q: 3 clusters Score -485379.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -485400.468750 Penalty: 4216.426758
	Iteration 25Q: 3 clusters Score -485400.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -485416.750000 Penalty: 4216.426758
	Iteration 26Q: 3 clusters Score -485416.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -485432.625000 Penalty: 4216.426758
	Iteration 27Q: 3 clusters Score -485432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -485446.750000 Penalty: 4216.426758
	Iteration 28Q: 3 clusters Score -485446.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -485465.937500 Penalty: 4216.426758
	Iteration 29Q: 3 clusters Score -485465.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -485481.718750 Penalty: 4216.426758
	Iteration 30Q: 3 clusters Score -485481.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -485494.343750 Penalty: 4216.426758
	Iteration 31Q: 3 clusters Score -485494.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -485507.250000 Penalty: 4216.426758
	Iteration 32Q: 3 clusters Score -485507.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -485513.218750 Penalty: 4216.426758
	Iteration 33Q: 3 clusters Score -485513.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -485519.968750 Penalty: 4216.426758
	Iteration 34Q: 3 clusters Score -485520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -485529.437500 Penalty: 4216.426758
	Iteration 35Q: 3 clusters Score -485529.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -485533.812500 Penalty: 4216.426758
	Iteration 36Q: 3 clusters Score -485533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -485536.937500 Penalty: 4216.426758
	Iteration 37Q: 3 clusters Score -485536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -485541.125000 Penalty: 4216.426758
	Iteration 38Q: 3 clusters Score -485541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -485541.875000 Penalty: 4216.426758
	Iteration 39Q: 3 clusters Score -485541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -485545.937500 Penalty: 4216.426758
	Iteration 40F: 3 clusters Score -485545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -485547.500000 Penalty: 4216.426758
	Iteration 41Q: 3 clusters Score -485547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -485551.750000 Penalty: 4216.426758
	Iteration 42Q: 3 clusters Score -485551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -485557.187500 Penalty: 4216.426758
	Iteration 43Q: 3 clusters Score -485557.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -485560.750000 Penalty: 4216.426758
	Iteration 44Q: 3 clusters Score -485560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -485561.812500 Penalty: 4216.426758
	Iteration 45Q: 3 clusters Score -485561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -485564.156250 Penalty: 4216.426758
	Iteration 46Q: 3 clusters Score -485564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -485564.156250 Penalty: 4216.426758
	Iteration 47F: 3 clusters Score -485564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -70666.023438 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -70666.02 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 342 members 
Entering Unmasked Estep 
Score: -69032.625000 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69032.62 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69263.140625 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -69263.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69323.562500 Penalty: 3225.383789
	Iteration 2Q: 3 clusters Score -69323.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69366.976562 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -69366.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69384.703125 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -69384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69393.328125 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -69393.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69394.187500 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -69394.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69394.187500 Penalty: 3225.383789
	Iteration 7F: 3 clusters Score -69394.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 53826 members 
Mstep: Class 4 contains 214352 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 15646 members 
Mstep: Class 9 contains 143309 members 
Mstep: Class 10 contains 7649 members 
Mstep: Class 11 contains 36473 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110453 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 128600 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 21 contains 5942 members 
Mstep: Class 22 contains 12624 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7434 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 11900 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9614 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12313 members 
Mstep: Class 34 contains 5896 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5102 members 
Mstep: Class 39 contains 12222 members 
Mstep: Class 40 contains 24723 members 
Mstep: Class 41 contains 5376 members 
Mstep: Class 42 contains 6201 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32590 members 
Mstep: Class 45 contains 4633 members 
Mstep: Class 46 contains 44091 members 
Mstep: Class 47 contains 44678 members 
Mstep: Class 48 contains 4643 members 
Mstep: Class 49 contains 4913 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3177 members 
Mstep: Class 53 contains 8117 members 
Mstep: Class 54 contains 9734 members 
Mstep: Class 55 contains 1923 members 
Mstep: Class 56 contains 13338 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8169 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21095 members 
Mstep: Class 61 contains 1547 members 
Mstep: Class 62 contains 8329 members 
Mstep: Class 63 contains 4919 members 
Mstep: Class 64 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295888.000000 Penalty: 233811.015625
Iteration 159Q: 68 clusters Score -1.392959e+08 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 53697 members 
Mstep: Class 4 contains 214286 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 14745 members 
Mstep: Class 8 contains 15893 members 
Mstep: Class 9 contains 143306 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 36835 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110635 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 5283 members 
Mstep: Class 17 contains 128596 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11900 members 
Mstep: Class 21 contains 5943 members 
Mstep: Class 22 contains 12645 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7503 members 
Mstep: Class 26 contains 8273 members 
Mstep: Class 27 contains 36558 members 
Mstep: Class 28 contains 45786 members 
Mstep: Class 29 contains 11901 members 
Mstep: Class 30 contains 11004 members 
Mstep: Class 31 contains 9616 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 5900 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1199 members 
Mstep: Class 37 contains 3007 members 
Mstep: Class 38 contains 5117 members 
Mstep: Class 39 contains 12526 members 
Mstep: Class 40 contains 24714 members 
Mstep: Class 41 contains 5377 members 
Mstep: Class 42 contains 6270 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32334 members 
Mstep: Class 45 contains 4652 members 
Mstep: Class 46 contains 44250 members 
Mstep: Class 47 contains 43940 members 
Mstep: Class 48 contains 4641 members 
Mstep: Class 49 contains 4909 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3177 members 
Mstep: Class 53 contains 8121 members 
Mstep: Class 54 contains 9745 members 
Mstep: Class 55 contains 1932 members 
Mstep: Class 56 contains 13367 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8279 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21093 members 
Mstep: Class 61 contains 1552 members 
Mstep: Class 62 contains 8329 members 
Mstep: Class 63 contains 4927 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 11646 members 
Mstep: Class 66 contains 2702 members 
Mstep: Class 67 contains 12370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139298192.000000 Penalty: 233811.015625
Iteration 160F: 68 clusters Score -1.392982e+08 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 53489 members 
Mstep: Class 4 contains 214230 members 
Mstep: Class 5 contains 8126 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 14744 members 
Mstep: Class 8 contains 15708 members 
Mstep: Class 9 contains 143301 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 37042 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110622 members 
Mstep: Class 14 contains 5002 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 128584 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11907 members 
Mstep: Class 21 contains 5943 members 
Mstep: Class 22 contains 12661 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 7533 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36568 members 
Mstep: Class 28 contains 45741 members 
Mstep: Class 29 contains 11902 members 
Mstep: Class 30 contains 10991 members 
Mstep: Class 31 contains 9616 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 12305 members 
Mstep: Class 34 contains 5885 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1196 members 
Mstep: Class 37 contains 2989 members 
Mstep: Class 38 contains 5113 members 
Mstep: Class 39 contains 12735 members 
Mstep: Class 40 contains 24718 members 
Mstep: Class 41 contains 5377 members 
Mstep: Class 42 contains 6277 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 32105 members 
Mstep: Class 45 contains 4623 members 
Mstep: Class 46 contains 44090 members 
Mstep: Class 47 contains 43369 members 
Mstep: Class 48 contains 4638 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3179 members 
Mstep: Class 53 contains 8142 members 
Mstep: Class 54 contains 9745 members 
Mstep: Class 55 contains 1855 members 
Mstep: Class 56 contains 13432 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21096 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8330 members 
Mstep: Class 63 contains 4932 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 11987 members 
Mstep: Class 66 contains 2954 members 
Mstep: Class 67 contains 12862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299696.000000 Penalty: 233811.015625
Iteration 161Q: 68 clusters Score -1.392997e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10853 members 
Mstep: Class 3 contains 53346 members 
Mstep: Class 4 contains 214170 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 14743 members 
Mstep: Class 8 contains 15644 members 
Mstep: Class 9 contains 143301 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 37209 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110605 members 
Mstep: Class 14 contains 5001 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 5988 members 
Mstep: Class 17 contains 128567 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 21 contains 5943 members 
Mstep: Class 22 contains 12678 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 7549 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36594 members 
Mstep: Class 28 contains 45691 members 
Mstep: Class 29 contains 11903 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9616 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 12303 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 3004 members 
Mstep: Class 38 contains 5116 members 
Mstep: Class 39 contains 12885 members 
Mstep: Class 40 contains 24712 members 
Mstep: Class 41 contains 5377 members 
Mstep: Class 42 contains 6302 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 31912 members 
Mstep: Class 45 contains 4621 members 
Mstep: Class 46 contains 43959 members 
Mstep: Class 47 contains 42975 members 
Mstep: Class 48 contains 4635 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3181 members 
Mstep: Class 53 contains 8157 members 
Mstep: Class 54 contains 9756 members 
Mstep: Class 55 contains 1807 members 
Mstep: Class 56 contains 13525 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8228 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21109 members 
Mstep: Class 61 contains 1549 members 
Mstep: Class 62 contains 8328 members 
Mstep: Class 63 contains 4935 members 
Mstep: Class 64 contains 666 members 
Mstep: Class 65 contains 12179 members 
Mstep: Class 66 contains 3090 members 
Mstep: Class 67 contains 13156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300128.000000 Penalty: 233811.015625
Iteration 162Q: 68 clusters Score -1.393001e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10595 members 
Mstep: Class 3 contains 53261 members 
Mstep: Class 4 contains 214104 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 15598 members 
Mstep: Class 9 contains 143302 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 37320 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110585 members 
Mstep: Class 14 contains 5001 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 6215 members 
Mstep: Class 17 contains 128554 members 
Mstep: Class 18 contains 9892 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11947 members 
Mstep: Class 21 contains 5944 members 
Mstep: Class 22 contains 12705 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7571 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36608 members 
Mstep: Class 28 contains 45661 members 
Mstep: Class 29 contains 11904 members 
Mstep: Class 30 contains 10974 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 12300 members 
Mstep: Class 34 contains 5872 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 5109 members 
Mstep: Class 39 contains 13026 members 
Mstep: Class 40 contains 24707 members 
Mstep: Class 41 contains 5377 members 
Mstep: Class 42 contains 6324 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 31747 members 
Mstep: Class 45 contains 4630 members 
Mstep: Class 46 contains 43846 members 
Mstep: Class 47 contains 42679 members 
Mstep: Class 48 contains 4638 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3181 members 
Mstep: Class 53 contains 8170 members 
Mstep: Class 54 contains 9765 members 
Mstep: Class 55 contains 1791 members 
Mstep: Class 56 contains 13599 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21119 members 
Mstep: Class 61 contains 1550 members 
Mstep: Class 62 contains 8326 members 
Mstep: Class 63 contains 4936 members 
Mstep: Class 64 contains 668 members 
Mstep: Class 65 contains 12315 members 
Mstep: Class 66 contains 3168 members 
Mstep: Class 67 contains 13380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300400.000000 Penalty: 233811.015625
Iteration 163Q: 68 clusters Score -1.393004e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10372 members 
Mstep: Class 3 contains 53195 members 
Mstep: Class 4 contains 214043 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2696 members 
Mstep: Class 7 contains 14741 members 
Mstep: Class 8 contains 15583 members 
Mstep: Class 9 contains 143299 members 
Mstep: Class 10 contains 7533 members 
Mstep: Class 11 contains 37381 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 110566 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 128541 members 
Mstep: Class 18 contains 9895 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11972 members 
Mstep: Class 21 contains 5944 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7599 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36609 members 
Mstep: Class 28 contains 45648 members 
Mstep: Class 29 contains 11906 members 
Mstep: Class 30 contains 10976 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 12300 members 
Mstep: Class 34 contains 5864 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5111 members 
Mstep: Class 39 contains 13138 members 
Mstep: Class 40 contains 24703 members 
Mstep: Class 41 contains 5377 members 
Mstep: Class 42 contains 6337 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 31605 members 
Mstep: Class 45 contains 4632 members 
Mstep: Class 46 contains 43760 members 
Mstep: Class 47 contains 42436 members 
Mstep: Class 48 contains 4638 members 
Mstep: Class 49 contains 4912 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3182 members 
Mstep: Class 53 contains 8181 members 
Mstep: Class 54 contains 9774 members 
Mstep: Class 55 contains 1783 members 
Mstep: Class 56 contains 13658 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8240 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21129 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8327 members 
Mstep: Class 63 contains 4938 members 
Mstep: Class 64 contains 669 members 
Mstep: Class 65 contains 12410 members 
Mstep: Class 66 contains 3239 members 
Mstep: Class 67 contains 13563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300352.000000 Penalty: 233811.015625
Iteration 164Q: 68 clusters Score -1.393004e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10191 members 
Mstep: Class 3 contains 53151 members 
Mstep: Class 4 contains 213972 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2694 members 
Mstep: Class 7 contains 14735 members 
Mstep: Class 8 contains 15584 members 
Mstep: Class 9 contains 143300 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 11 contains 37421 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 13 contains 110556 members 
Mstep: Class 14 contains 5002 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 128521 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 12757 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 7631 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36609 members 
Mstep: Class 28 contains 45640 members 
Mstep: Class 29 contains 11906 members 
Mstep: Class 30 contains 10983 members 
Mstep: Class 31 contains 9611 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 12296 members 
Mstep: Class 34 contains 5858 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 3053 members 
Mstep: Class 38 contains 5113 members 
Mstep: Class 39 contains 13215 members 
Mstep: Class 40 contains 24709 members 
Mstep: Class 41 contains 5378 members 
Mstep: Class 42 contains 6350 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 31479 members 
Mstep: Class 45 contains 4636 members 
Mstep: Class 46 contains 43672 members 
Mstep: Class 47 contains 42203 members 
Mstep: Class 48 contains 4638 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 3187 members 
Mstep: Class 53 contains 8197 members 
Mstep: Class 54 contains 9779 members 
Mstep: Class 55 contains 1776 members 
Mstep: Class 56 contains 13734 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8246 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21142 members 
Mstep: Class 61 contains 1545 members 
Mstep: Class 62 contains 8331 members 
Mstep: Class 63 contains 4947 members 
Mstep: Class 64 contains 670 members 
Mstep: Class 65 contains 12485 members 
Mstep: Class 66 contains 3288 members 
Mstep: Class 67 contains 13743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300512.000000 Penalty: 233811.015625
Iteration 165Q: 68 clusters Score -1.393005e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 53122 members 
Mstep: Class 4 contains 213914 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2692 members 
Mstep: Class 7 contains 14736 members 
Mstep: Class 8 contains 15585 members 
Mstep: Class 9 contains 143298 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 37450 members 
Mstep: Class 12 contains 10059 members 
Mstep: Class 13 contains 110552 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 6652 members 
Mstep: Class 17 contains 128505 members 
Mstep: Class 18 contains 9895 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 11998 members 
Mstep: Class 21 contains 5947 members 
Mstep: Class 22 contains 12769 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 16237 members 
Mstep: Class 25 contains 7668 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36606 members 
Mstep: Class 28 contains 45632 members 
Mstep: Class 29 contains 11908 members 
Mstep: Class 30 contains 10984 members 
Mstep: Class 31 contains 9613 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 12292 members 
Mstep: Class 34 contains 5859 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 3064 members 
Mstep: Class 38 contains 5116 members 
Mstep: Class 39 contains 13282 members 
Mstep: Class 40 contains 24721 members 
Mstep: Class 41 contains 5378 members 
Mstep: Class 42 contains 6366 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 31352 members 
Mstep: Class 45 contains 4644 members 
Mstep: Class 46 contains 43615 members 
Mstep: Class 47 contains 41994 members 
Mstep: Class 48 contains 4634 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 3192 members 
Mstep: Class 53 contains 8210 members 
Mstep: Class 54 contains 9786 members 
Mstep: Class 55 contains 1775 members 
Mstep: Class 56 contains 13806 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8251 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21150 members 
Mstep: Class 61 contains 1548 members 
Mstep: Class 62 contains 8333 members 
Mstep: Class 63 contains 4949 members 
Mstep: Class 64 contains 671 members 
Mstep: Class 65 contains 12558 members 
Mstep: Class 66 contains 3327 members 
Mstep: Class 67 contains 13912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300848.000000 Penalty: 233811.015625
Iteration 166Q: 68 clusters Score -1.393008e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9871 members 
Mstep: Class 3 contains 53125 members 
Mstep: Class 4 contains 213881 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 14732 members 
Mstep: Class 8 contains 15594 members 
Mstep: Class 9 contains 143297 members 
Mstep: Class 10 contains 7498 members 
Mstep: Class 11 contains 37478 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 110563 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 128485 members 
Mstep: Class 18 contains 9896 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12014 members 
Mstep: Class 21 contains 5947 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 7678 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 36613 members 
Mstep: Class 28 contains 45626 members 
Mstep: Class 29 contains 11907 members 
Mstep: Class 30 contains 10982 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 12290 members 
Mstep: Class 34 contains 5856 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1190 members 
Mstep: Class 37 contains 3072 members 
Mstep: Class 38 contains 5122 members 
Mstep: Class 39 contains 13328 members 
Mstep: Class 40 contains 24736 members 
Mstep: Class 41 contains 5378 members 
Mstep: Class 42 contains 6376 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 31241 members 
Mstep: Class 45 contains 4646 members 
Mstep: Class 46 contains 43517 members 
Mstep: Class 47 contains 41819 members 
Mstep: Class 48 contains 4633 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3197 members 
Mstep: Class 53 contains 8218 members 
Mstep: Class 54 contains 9801 members 
Mstep: Class 55 contains 1776 members 
Mstep: Class 56 contains 13868 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8256 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21152 members 
Mstep: Class 61 contains 1546 members 
Mstep: Class 62 contains 8335 members 
Mstep: Class 63 contains 4952 members 
Mstep: Class 64 contains 671 members 
Mstep: Class 65 contains 12609 members 
Mstep: Class 66 contains 3368 members 
Mstep: Class 67 contains 14053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301120.000000 Penalty: 233811.015625
Iteration 167Q: 68 clusters Score -1.393011e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 53143 members 
Mstep: Class 4 contains 213857 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2692 members 
Mstep: Class 7 contains 14733 members 
Mstep: Class 8 contains 15603 members 
Mstep: Class 9 contains 143295 members 
Mstep: Class 10 contains 7479 members 
Mstep: Class 11 contains 37525 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 110556 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 6807 members 
Mstep: Class 17 contains 128475 members 
Mstep: Class 18 contains 9896 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12040 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 12805 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 7696 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 36620 members 
Mstep: Class 28 contains 45616 members 
Mstep: Class 29 contains 11907 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9614 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12287 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1187 members 
Mstep: Class 37 contains 3080 members 
Mstep: Class 38 contains 5116 members 
Mstep: Class 39 contains 13376 members 
Mstep: Class 40 contains 24741 members 
Mstep: Class 41 contains 5377 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 31129 members 
Mstep: Class 45 contains 4650 members 
Mstep: Class 46 contains 43459 members 
Mstep: Class 47 contains 41663 members 
Mstep: Class 48 contains 4634 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3195 members 
Mstep: Class 53 contains 8232 members 
Mstep: Class 54 contains 9805 members 
Mstep: Class 55 contains 1776 members 
Mstep: Class 56 contains 13923 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8257 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21158 members 
Mstep: Class 61 contains 1541 members 
Mstep: Class 62 contains 8337 members 
Mstep: Class 63 contains 4955 members 
Mstep: Class 64 contains 671 members 
Mstep: Class 65 contains 12650 members 
Mstep: Class 66 contains 3405 members 
Mstep: Class 67 contains 14147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301392.000000 Penalty: 233811.015625
Iteration 168Q: 68 clusters Score -1.393014e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9648 members 
Mstep: Class 3 contains 53164 members 
Mstep: Class 4 contains 213846 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2692 members 
Mstep: Class 7 contains 14733 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 143297 members 
Mstep: Class 10 contains 7467 members 
Mstep: Class 11 contains 37550 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 110551 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 17 contains 128468 members 
Mstep: Class 18 contains 9894 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 5951 members 
Mstep: Class 22 contains 12815 members 
Mstep: Class 23 contains 3235 members 
Mstep: Class 24 contains 16240 members 
Mstep: Class 25 contains 7708 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 36630 members 
Mstep: Class 28 contains 45609 members 
Mstep: Class 29 contains 11905 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9608 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12285 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1186 members 
Mstep: Class 37 contains 3088 members 
Mstep: Class 38 contains 5117 members 
Mstep: Class 39 contains 13413 members 
Mstep: Class 40 contains 24746 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 31027 members 
Mstep: Class 45 contains 4656 members 
Mstep: Class 46 contains 43386 members 
Mstep: Class 47 contains 41513 members 
Mstep: Class 48 contains 4637 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3192 members 
Mstep: Class 53 contains 8240 members 
Mstep: Class 54 contains 9813 members 
Mstep: Class 55 contains 1781 members 
Mstep: Class 56 contains 13976 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8261 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21158 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8338 members 
Mstep: Class 63 contains 4959 members 
Mstep: Class 64 contains 672 members 
Mstep: Class 65 contains 12681 members 
Mstep: Class 66 contains 3437 members 
Mstep: Class 67 contains 14251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301648.000000 Penalty: 233811.015625
Iteration 169Q: 68 clusters Score -1.393016e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9551 members 
Mstep: Class 3 contains 53179 members 
Mstep: Class 4 contains 213817 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2691 members 
Mstep: Class 7 contains 14731 members 
Mstep: Class 8 contains 15616 members 
Mstep: Class 9 contains 143297 members 
Mstep: Class 10 contains 7459 members 
Mstep: Class 11 contains 37576 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 110550 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 6960 members 
Mstep: Class 17 contains 128455 members 
Mstep: Class 18 contains 9891 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12090 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 22 contains 12827 members 
Mstep: Class 23 contains 3229 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 7723 members 
Mstep: Class 26 contains 8269 members 
Mstep: Class 27 contains 36639 members 
Mstep: Class 28 contains 45605 members 
Mstep: Class 29 contains 11904 members 
Mstep: Class 30 contains 10977 members 
Mstep: Class 31 contains 9607 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12284 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1184 members 
Mstep: Class 37 contains 3092 members 
Mstep: Class 38 contains 5119 members 
Mstep: Class 39 contains 13438 members 
Mstep: Class 40 contains 24756 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 6398 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30945 members 
Mstep: Class 45 contains 4668 members 
Mstep: Class 46 contains 43305 members 
Mstep: Class 47 contains 41367 members 
Mstep: Class 48 contains 4638 members 
Mstep: Class 49 contains 4910 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3190 members 
Mstep: Class 53 contains 8256 members 
Mstep: Class 54 contains 9833 members 
Mstep: Class 55 contains 1779 members 
Mstep: Class 56 contains 14034 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8265 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21160 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8342 members 
Mstep: Class 63 contains 4961 members 
Mstep: Class 64 contains 674 members 
Mstep: Class 65 contains 12705 members 
Mstep: Class 66 contains 3465 members 
Mstep: Class 67 contains 14333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301488.000000 Penalty: 233811.015625
Iteration 170Q: 68 clusters Score -1.393015e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9448 members 
Mstep: Class 3 contains 53207 members 
Mstep: Class 4 contains 213791 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2691 members 
Mstep: Class 7 contains 14730 members 
Mstep: Class 8 contains 15637 members 
Mstep: Class 9 contains 143298 members 
Mstep: Class 10 contains 7456 members 
Mstep: Class 11 contains 37605 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 110549 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 128446 members 
Mstep: Class 18 contains 9895 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12125 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 22 contains 12839 members 
Mstep: Class 23 contains 3227 members 
Mstep: Class 24 contains 16240 members 
Mstep: Class 25 contains 7733 members 
Mstep: Class 26 contains 8269 members 
Mstep: Class 27 contains 36644 members 
Mstep: Class 28 contains 45600 members 
Mstep: Class 29 contains 11901 members 
Mstep: Class 30 contains 10979 members 
Mstep: Class 31 contains 9606 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12283 members 
Mstep: Class 34 contains 5856 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 3098 members 
Mstep: Class 38 contains 5122 members 
Mstep: Class 39 contains 13469 members 
Mstep: Class 40 contains 24759 members 
Mstep: Class 41 contains 5376 members 
Mstep: Class 42 contains 6408 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30870 members 
Mstep: Class 45 contains 4666 members 
Mstep: Class 46 contains 43205 members 
Mstep: Class 47 contains 41247 members 
Mstep: Class 48 contains 4635 members 
Mstep: Class 49 contains 4909 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3191 members 
Mstep: Class 53 contains 8270 members 
Mstep: Class 54 contains 9847 members 
Mstep: Class 55 contains 1776 members 
Mstep: Class 56 contains 14071 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8268 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21163 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8346 members 
Mstep: Class 63 contains 4964 members 
Mstep: Class 64 contains 675 members 
Mstep: Class 65 contains 12732 members 
Mstep: Class 66 contains 3486 members 
Mstep: Class 67 contains 14394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301456.000000 Penalty: 233811.015625
Iteration 171Q: 68 clusters Score -1.393015e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9344 members 
Mstep: Class 3 contains 53247 members 
Mstep: Class 4 contains 213758 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 15643 members 
Mstep: Class 9 contains 143297 members 
Mstep: Class 10 contains 7454 members 
Mstep: Class 11 contains 37640 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 110551 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 7096 members 
Mstep: Class 17 contains 128444 members 
Mstep: Class 18 contains 9891 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12156 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 22 contains 12850 members 
Mstep: Class 23 contains 3230 members 
Mstep: Class 24 contains 16238 members 
Mstep: Class 25 contains 7749 members 
Mstep: Class 26 contains 8271 members 
Mstep: Class 27 contains 36653 members 
Mstep: Class 28 contains 45597 members 
Mstep: Class 29 contains 11900 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9606 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12280 members 
Mstep: Class 34 contains 5856 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 3102 members 
Mstep: Class 38 contains 5125 members 
Mstep: Class 39 contains 13493 members 
Mstep: Class 40 contains 24756 members 
Mstep: Class 41 contains 5376 members 
Mstep: Class 42 contains 6413 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30808 members 
Mstep: Class 45 contains 4670 members 
Mstep: Class 46 contains 43114 members 
Mstep: Class 47 contains 41141 members 
Mstep: Class 48 contains 4635 members 
Mstep: Class 49 contains 4909 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3191 members 
Mstep: Class 53 contains 8287 members 
Mstep: Class 54 contains 9856 members 
Mstep: Class 55 contains 1777 members 
Mstep: Class 56 contains 14102 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8273 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21160 members 
Mstep: Class 61 contains 1532 members 
Mstep: Class 62 contains 8348 members 
Mstep: Class 63 contains 4967 members 
Mstep: Class 64 contains 676 members 
Mstep: Class 65 contains 12751 members 
Mstep: Class 66 contains 3508 members 
Mstep: Class 67 contains 14456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301456.000000 Penalty: 233811.015625
Iteration 172Q: 68 clusters Score -1.393015e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9247 members 
Mstep: Class 3 contains 53263 members 
Mstep: Class 4 contains 213732 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 15650 members 
Mstep: Class 9 contains 143294 members 
Mstep: Class 10 contains 7453 members 
Mstep: Class 11 contains 37663 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 110538 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 7166 members 
Mstep: Class 17 contains 128439 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12183 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 22 contains 12855 members 
Mstep: Class 23 contains 3231 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 7758 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36667 members 
Mstep: Class 28 contains 45594 members 
Mstep: Class 29 contains 11901 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9605 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12280 members 
Mstep: Class 34 contains 5856 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 3106 members 
Mstep: Class 38 contains 5117 members 
Mstep: Class 39 contains 13517 members 
Mstep: Class 40 contains 24760 members 
Mstep: Class 41 contains 5376 members 
Mstep: Class 42 contains 6422 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30756 members 
Mstep: Class 45 contains 4667 members 
Mstep: Class 46 contains 43063 members 
Mstep: Class 47 contains 41033 members 
Mstep: Class 48 contains 4638 members 
Mstep: Class 49 contains 4909 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3190 members 
Mstep: Class 53 contains 8301 members 
Mstep: Class 54 contains 9861 members 
Mstep: Class 55 contains 1772 members 
Mstep: Class 56 contains 14148 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8275 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21158 members 
Mstep: Class 61 contains 1533 members 
Mstep: Class 62 contains 8350 members 
Mstep: Class 63 contains 4968 members 
Mstep: Class 64 contains 678 members 
Mstep: Class 65 contains 12766 members 
Mstep: Class 66 contains 3526 members 
Mstep: Class 67 contains 14520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301616.000000 Penalty: 233811.015625
Iteration 173Q: 68 clusters Score -1.393016e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9181 members 
Mstep: Class 3 contains 53296 members 
Mstep: Class 4 contains 213701 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 15659 members 
Mstep: Class 9 contains 143289 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 11 contains 37678 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 110517 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 7236 members 
Mstep: Class 17 contains 128434 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 12862 members 
Mstep: Class 23 contains 3234 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 7763 members 
Mstep: Class 26 contains 8271 members 
Mstep: Class 27 contains 36681 members 
Mstep: Class 28 contains 45589 members 
Mstep: Class 29 contains 11907 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9604 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12280 members 
Mstep: Class 34 contains 5854 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 3108 members 
Mstep: Class 38 contains 5114 members 
Mstep: Class 39 contains 13532 members 
Mstep: Class 40 contains 24761 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30705 members 
Mstep: Class 45 contains 4675 members 
Mstep: Class 46 contains 42991 members 
Mstep: Class 47 contains 40932 members 
Mstep: Class 48 contains 4637 members 
Mstep: Class 49 contains 4910 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3186 members 
Mstep: Class 53 contains 8315 members 
Mstep: Class 54 contains 9868 members 
Mstep: Class 55 contains 1764 members 
Mstep: Class 56 contains 14187 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8278 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21155 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8355 members 
Mstep: Class 63 contains 4970 members 
Mstep: Class 64 contains 679 members 
Mstep: Class 65 contains 12782 members 
Mstep: Class 66 contains 3550 members 
Mstep: Class 67 contains 14573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302144.000000 Penalty: 233811.015625
Iteration 174Q: 68 clusters Score -1.393021e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 53316 members 
Mstep: Class 4 contains 213687 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 15655 members 
Mstep: Class 9 contains 143284 members 
Mstep: Class 10 contains 7447 members 
Mstep: Class 11 contains 37714 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 110504 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5344 members 
Mstep: Class 16 contains 7289 members 
Mstep: Class 17 contains 128431 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 12869 members 
Mstep: Class 23 contains 3235 members 
Mstep: Class 24 contains 16237 members 
Mstep: Class 25 contains 7773 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36691 members 
Mstep: Class 28 contains 45587 members 
Mstep: Class 29 contains 11908 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9603 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12280 members 
Mstep: Class 34 contains 5854 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 3111 members 
Mstep: Class 38 contains 5110 members 
Mstep: Class 39 contains 13542 members 
Mstep: Class 40 contains 24763 members 
Mstep: Class 41 contains 5373 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30669 members 
Mstep: Class 45 contains 4679 members 
Mstep: Class 46 contains 42911 members 
Mstep: Class 47 contains 40837 members 
Mstep: Class 48 contains 4640 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3185 members 
Mstep: Class 53 contains 8327 members 
Mstep: Class 54 contains 9872 members 
Mstep: Class 55 contains 1753 members 
Mstep: Class 56 contains 14225 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8281 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21151 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8357 members 
Mstep: Class 63 contains 4975 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12793 members 
Mstep: Class 66 contains 3575 members 
Mstep: Class 67 contains 14619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302112.000000 Penalty: 233811.015625
Iteration 175Q: 68 clusters Score -1.393021e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9053 members 
Mstep: Class 3 contains 53335 members 
Mstep: Class 4 contains 213677 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 15655 members 
Mstep: Class 9 contains 143276 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 37738 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 110495 members 
Mstep: Class 14 contains 5002 members 
Mstep: Class 15 contains 5338 members 
Mstep: Class 16 contains 7338 members 
Mstep: Class 17 contains 128428 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12276 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 12874 members 
Mstep: Class 23 contains 3233 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 7777 members 
Mstep: Class 26 contains 8273 members 
Mstep: Class 27 contains 36691 members 
Mstep: Class 28 contains 45586 members 
Mstep: Class 29 contains 11915 members 
Mstep: Class 30 contains 10982 members 
Mstep: Class 31 contains 9602 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 12280 members 
Mstep: Class 34 contains 5853 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3116 members 
Mstep: Class 38 contains 5114 members 
Mstep: Class 39 contains 13560 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5373 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30631 members 
Mstep: Class 45 contains 4681 members 
Mstep: Class 46 contains 42827 members 
Mstep: Class 47 contains 40764 members 
Mstep: Class 48 contains 4642 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3185 members 
Mstep: Class 53 contains 8344 members 
Mstep: Class 54 contains 9877 members 
Mstep: Class 55 contains 1742 members 
Mstep: Class 56 contains 14266 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8284 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21149 members 
Mstep: Class 61 contains 1538 members 
Mstep: Class 62 contains 8359 members 
Mstep: Class 63 contains 4980 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12800 members 
Mstep: Class 66 contains 3609 members 
Mstep: Class 67 contains 14660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302096.000000 Penalty: 233811.015625
Iteration 176Q: 68 clusters Score -1.393021e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8990 members 
Mstep: Class 3 contains 53361 members 
Mstep: Class 4 contains 213671 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 15662 members 
Mstep: Class 9 contains 143268 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 37748 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 110495 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5333 members 
Mstep: Class 16 contains 7372 members 
Mstep: Class 17 contains 128423 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 12879 members 
Mstep: Class 23 contains 3229 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 7786 members 
Mstep: Class 26 contains 8274 members 
Mstep: Class 27 contains 36703 members 
Mstep: Class 28 contains 45581 members 
Mstep: Class 29 contains 11921 members 
Mstep: Class 30 contains 10983 members 
Mstep: Class 31 contains 9601 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 12278 members 
Mstep: Class 34 contains 5853 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3114 members 
Mstep: Class 38 contains 5118 members 
Mstep: Class 39 contains 13573 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5374 members 
Mstep: Class 42 contains 6438 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30587 members 
Mstep: Class 45 contains 4683 members 
Mstep: Class 46 contains 42740 members 
Mstep: Class 47 contains 40703 members 
Mstep: Class 48 contains 4645 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3187 members 
Mstep: Class 53 contains 8361 members 
Mstep: Class 54 contains 9883 members 
Mstep: Class 55 contains 1736 members 
Mstep: Class 56 contains 14301 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8284 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21151 members 
Mstep: Class 61 contains 1541 members 
Mstep: Class 62 contains 8364 members 
Mstep: Class 63 contains 4983 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12804 members 
Mstep: Class 66 contains 3636 members 
Mstep: Class 67 contains 14697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302240.000000 Penalty: 233811.015625
Iteration 177Q: 68 clusters Score -1.393022e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8932 members 
Mstep: Class 3 contains 53378 members 
Mstep: Class 4 contains 213663 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 15677 members 
Mstep: Class 9 contains 143260 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 37760 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 110485 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 5328 members 
Mstep: Class 16 contains 7402 members 
Mstep: Class 17 contains 128416 members 
Mstep: Class 18 contains 9894 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 12881 members 
Mstep: Class 23 contains 3225 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 8274 members 
Mstep: Class 27 contains 36709 members 
Mstep: Class 28 contains 45572 members 
Mstep: Class 29 contains 11927 members 
Mstep: Class 30 contains 10983 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 5854 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3117 members 
Mstep: Class 38 contains 5118 members 
Mstep: Class 39 contains 13585 members 
Mstep: Class 40 contains 24772 members 
Mstep: Class 41 contains 5374 members 
Mstep: Class 42 contains 6444 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30557 members 
Mstep: Class 45 contains 4684 members 
Mstep: Class 46 contains 42683 members 
Mstep: Class 47 contains 40642 members 
Mstep: Class 48 contains 4647 members 
Mstep: Class 49 contains 4911 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3187 members 
Mstep: Class 53 contains 8370 members 
Mstep: Class 54 contains 9891 members 
Mstep: Class 55 contains 1730 members 
Mstep: Class 56 contains 14330 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8286 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21152 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8368 members 
Mstep: Class 63 contains 4984 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12813 members 
Mstep: Class 66 contains 3662 members 
Mstep: Class 67 contains 14730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302512.000000 Penalty: 233811.015625
Iteration 178Q: 68 clusters Score -1.393025e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8873 members 
Mstep: Class 3 contains 53394 members 
Mstep: Class 4 contains 213651 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 15683 members 
Mstep: Class 9 contains 143256 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 37764 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 110483 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 5325 members 
Mstep: Class 16 contains 7443 members 
Mstep: Class 17 contains 128413 members 
Mstep: Class 18 contains 9896 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12336 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 12883 members 
Mstep: Class 23 contains 3220 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 7813 members 
Mstep: Class 26 contains 8273 members 
Mstep: Class 27 contains 36711 members 
Mstep: Class 28 contains 45563 members 
Mstep: Class 29 contains 11930 members 
Mstep: Class 30 contains 10983 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 5854 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 3118 members 
Mstep: Class 38 contains 5118 members 
Mstep: Class 39 contains 13601 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5373 members 
Mstep: Class 42 contains 6453 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30532 members 
Mstep: Class 45 contains 4689 members 
Mstep: Class 46 contains 42609 members 
Mstep: Class 47 contains 40590 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4912 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3188 members 
Mstep: Class 53 contains 8377 members 
Mstep: Class 54 contains 9900 members 
Mstep: Class 55 contains 1723 members 
Mstep: Class 56 contains 14358 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8285 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21151 members 
Mstep: Class 61 contains 1541 members 
Mstep: Class 62 contains 8371 members 
Mstep: Class 63 contains 4987 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12820 members 
Mstep: Class 66 contains 3680 members 
Mstep: Class 67 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302512.000000 Penalty: 233811.015625
Iteration 179Q: 68 clusters Score -1.393025e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8803 members 
Mstep: Class 3 contains 53412 members 
Mstep: Class 4 contains 213641 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 15692 members 
Mstep: Class 9 contains 143257 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 37753 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 110488 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 128410 members 
Mstep: Class 18 contains 9894 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 12891 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 7827 members 
Mstep: Class 26 contains 8273 members 
Mstep: Class 27 contains 36718 members 
Mstep: Class 28 contains 45557 members 
Mstep: Class 29 contains 11933 members 
Mstep: Class 30 contains 10983 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12275 members 
Mstep: Class 34 contains 5854 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 3121 members 
Mstep: Class 38 contains 5116 members 
Mstep: Class 39 contains 13610 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5373 members 
Mstep: Class 42 contains 6466 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30504 members 
Mstep: Class 45 contains 4692 members 
Mstep: Class 46 contains 42538 members 
Mstep: Class 47 contains 40548 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4913 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3187 members 
Mstep: Class 53 contains 8388 members 
Mstep: Class 54 contains 9917 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14379 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8289 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21150 members 
Mstep: Class 61 contains 1541 members 
Mstep: Class 62 contains 8376 members 
Mstep: Class 63 contains 4992 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12825 members 
Mstep: Class 66 contains 3697 members 
Mstep: Class 67 contains 14802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302464.000000 Penalty: 233811.015625
Iteration 180F: 68 clusters Score -1.393025e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8721 members 
Mstep: Class 3 contains 53420 members 
Mstep: Class 4 contains 213639 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 15709 members 
Mstep: Class 9 contains 143257 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 37737 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 110488 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 5316 members 
Mstep: Class 16 contains 7503 members 
Mstep: Class 17 contains 128405 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12418 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 12896 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 7837 members 
Mstep: Class 26 contains 8271 members 
Mstep: Class 27 contains 36726 members 
Mstep: Class 28 contains 45554 members 
Mstep: Class 29 contains 11938 members 
Mstep: Class 30 contains 10983 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12274 members 
Mstep: Class 34 contains 5852 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 3124 members 
Mstep: Class 38 contains 5115 members 
Mstep: Class 39 contains 13618 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5372 members 
Mstep: Class 42 contains 6472 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30488 members 
Mstep: Class 45 contains 4697 members 
Mstep: Class 46 contains 42467 members 
Mstep: Class 47 contains 40506 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4914 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3185 members 
Mstep: Class 53 contains 8395 members 
Mstep: Class 54 contains 9928 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 14409 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8290 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21148 members 
Mstep: Class 61 contains 1539 members 
Mstep: Class 62 contains 8379 members 
Mstep: Class 63 contains 4995 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12825 members 
Mstep: Class 66 contains 3712 members 
Mstep: Class 67 contains 14842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302528.000000 Penalty: 233811.015625
Iteration 181Q: 68 clusters Score -1.393025e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8626 members 
Mstep: Class 3 contains 53433 members 
Mstep: Class 4 contains 213623 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2660 members 
Mstep: Class 7 contains 14718 members 
Mstep: Class 8 contains 15724 members 
Mstep: Class 9 contains 143255 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 37737 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 110489 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 128403 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12458 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 12902 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 7842 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36730 members 
Mstep: Class 28 contains 45552 members 
Mstep: Class 29 contains 11941 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9596 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12274 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 3126 members 
Mstep: Class 38 contains 5115 members 
Mstep: Class 39 contains 13632 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5372 members 
Mstep: Class 42 contains 6471 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30474 members 
Mstep: Class 45 contains 4702 members 
Mstep: Class 46 contains 42408 members 
Mstep: Class 47 contains 40472 members 
Mstep: Class 48 contains 4648 members 
Mstep: Class 49 contains 4914 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3187 members 
Mstep: Class 53 contains 8402 members 
Mstep: Class 54 contains 9941 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14438 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8289 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21143 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8377 members 
Mstep: Class 63 contains 4997 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12826 members 
Mstep: Class 66 contains 3729 members 
Mstep: Class 67 contains 14885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302528.000000 Penalty: 233811.015625
Iteration 182Q: 68 clusters Score -1.393025e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8516 members 
Mstep: Class 3 contains 53447 members 
Mstep: Class 4 contains 213623 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 15756 members 
Mstep: Class 9 contains 143252 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 37724 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 110492 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 128401 members 
Mstep: Class 18 contains 9891 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12503 members 
Mstep: Class 21 contains 5955 members 
Mstep: Class 22 contains 12906 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 7849 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36730 members 
Mstep: Class 28 contains 45547 members 
Mstep: Class 29 contains 11943 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12274 members 
Mstep: Class 34 contains 5850 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3129 members 
Mstep: Class 38 contains 5110 members 
Mstep: Class 39 contains 13646 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5371 members 
Mstep: Class 42 contains 6474 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30457 members 
Mstep: Class 45 contains 4703 members 
Mstep: Class 46 contains 42347 members 
Mstep: Class 47 contains 40425 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4915 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3186 members 
Mstep: Class 53 contains 8412 members 
Mstep: Class 54 contains 9951 members 
Mstep: Class 55 contains 1718 members 
Mstep: Class 56 contains 14464 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8289 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21144 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8373 members 
Mstep: Class 63 contains 4998 members 
Mstep: Class 64 contains 682 members 
Mstep: Class 65 contains 12831 members 
Mstep: Class 66 contains 3734 members 
Mstep: Class 67 contains 14945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302528.000000 Penalty: 233811.015625
Iteration 183Q: 68 clusters Score -1.393025e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8401 members 
Mstep: Class 3 contains 53480 members 
Mstep: Class 4 contains 213620 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 143247 members 
Mstep: Class 10 contains 7438 members 
Mstep: Class 11 contains 37721 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 110483 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 128400 members 
Mstep: Class 18 contains 9891 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 5956 members 
Mstep: Class 22 contains 12906 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 7853 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36741 members 
Mstep: Class 28 contains 45547 members 
Mstep: Class 29 contains 11945 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12273 members 
Mstep: Class 34 contains 5850 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 3130 members 
Mstep: Class 38 contains 5112 members 
Mstep: Class 39 contains 13655 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5371 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30431 members 
Mstep: Class 45 contains 4702 members 
Mstep: Class 46 contains 42294 members 
Mstep: Class 47 contains 40382 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4916 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3189 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 9953 members 
Mstep: Class 55 contains 1721 members 
Mstep: Class 56 contains 14481 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8287 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21144 members 
Mstep: Class 61 contains 1533 members 
Mstep: Class 62 contains 8372 members 
Mstep: Class 63 contains 4998 members 
Mstep: Class 64 contains 683 members 
Mstep: Class 65 contains 12836 members 
Mstep: Class 66 contains 3745 members 
Mstep: Class 67 contains 15018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302624.000000 Penalty: 233811.015625
Iteration 184Q: 68 clusters Score -1.393026e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8282 members 
Mstep: Class 3 contains 53495 members 
Mstep: Class 4 contains 213611 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 15777 members 
Mstep: Class 9 contains 143244 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 37714 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 110483 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 7588 members 
Mstep: Class 17 contains 128399 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12615 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12904 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 36750 members 
Mstep: Class 28 contains 45537 members 
Mstep: Class 29 contains 11947 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12273 members 
Mstep: Class 34 contains 5850 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 3130 members 
Mstep: Class 38 contains 5111 members 
Mstep: Class 39 contains 13675 members 
Mstep: Class 40 contains 24772 members 
Mstep: Class 41 contains 5370 members 
Mstep: Class 42 contains 6483 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30414 members 
Mstep: Class 45 contains 4706 members 
Mstep: Class 46 contains 42258 members 
Mstep: Class 47 contains 40338 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4917 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 3189 members 
Mstep: Class 53 contains 8422 members 
Mstep: Class 54 contains 9952 members 
Mstep: Class 55 contains 1720 members 
Mstep: Class 56 contains 14504 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8285 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21140 members 
Mstep: Class 61 contains 1532 members 
Mstep: Class 62 contains 8374 members 
Mstep: Class 63 contains 4999 members 
Mstep: Class 64 contains 684 members 
Mstep: Class 65 contains 12841 members 
Mstep: Class 66 contains 3756 members 
Mstep: Class 67 contains 15093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302544.000000 Penalty: 233811.015625
Iteration 185Q: 68 clusters Score -1.393025e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8150 members 
Mstep: Class 3 contains 53496 members 
Mstep: Class 4 contains 213601 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 15791 members 
Mstep: Class 9 contains 143241 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 37690 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 110485 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 7609 members 
Mstep: Class 17 contains 128399 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12690 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12910 members 
Mstep: Class 23 contains 3206 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 8271 members 
Mstep: Class 27 contains 36754 members 
Mstep: Class 28 contains 45527 members 
Mstep: Class 29 contains 11947 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 12270 members 
Mstep: Class 34 contains 5848 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 3130 members 
Mstep: Class 38 contains 5112 members 
Mstep: Class 39 contains 13687 members 
Mstep: Class 40 contains 24772 members 
Mstep: Class 41 contains 5369 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30405 members 
Mstep: Class 45 contains 4706 members 
Mstep: Class 46 contains 42216 members 
Mstep: Class 47 contains 40307 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4917 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3189 members 
Mstep: Class 53 contains 8426 members 
Mstep: Class 54 contains 9954 members 
Mstep: Class 55 contains 1720 members 
Mstep: Class 56 contains 14525 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8286 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21140 members 
Mstep: Class 61 contains 1532 members 
Mstep: Class 62 contains 8376 members 
Mstep: Class 63 contains 4999 members 
Mstep: Class 64 contains 686 members 
Mstep: Class 65 contains 12846 members 
Mstep: Class 66 contains 3763 members 
Mstep: Class 67 contains 15186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302576.000000 Penalty: 233811.015625
Iteration 186Q: 68 clusters Score -1.393026e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8011 members 
Mstep: Class 3 contains 53505 members 
Mstep: Class 4 contains 213588 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 15801 members 
Mstep: Class 9 contains 143239 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 37661 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 110490 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 128400 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12778 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12920 members 
Mstep: Class 23 contains 3206 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 7872 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 36760 members 
Mstep: Class 28 contains 45515 members 
Mstep: Class 29 contains 11947 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 5846 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 3130 members 
Mstep: Class 38 contains 5112 members 
Mstep: Class 39 contains 13696 members 
Mstep: Class 40 contains 24773 members 
Mstep: Class 41 contains 5369 members 
Mstep: Class 42 contains 6489 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30390 members 
Mstep: Class 45 contains 4706 members 
Mstep: Class 46 contains 42167 members 
Mstep: Class 47 contains 40277 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4917 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3189 members 
Mstep: Class 53 contains 8430 members 
Mstep: Class 54 contains 9955 members 
Mstep: Class 55 contains 1720 members 
Mstep: Class 56 contains 14543 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8285 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21141 members 
Mstep: Class 61 contains 1533 members 
Mstep: Class 62 contains 8376 members 
Mstep: Class 63 contains 4999 members 
Mstep: Class 64 contains 686 members 
Mstep: Class 65 contains 12851 members 
Mstep: Class 66 contains 3774 members 
Mstep: Class 67 contains 15270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303040.000000 Penalty: 233811.015625
Iteration 187Q: 68 clusters Score -1.39303e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7890 members 
Mstep: Class 3 contains 53515 members 
Mstep: Class 4 contains 213588 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 15811 members 
Mstep: Class 9 contains 143237 members 
Mstep: Class 10 contains 7418 members 
Mstep: Class 11 contains 37631 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 110495 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 7650 members 
Mstep: Class 17 contains 128400 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12865 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12918 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 8271 members 
Mstep: Class 27 contains 36768 members 
Mstep: Class 28 contains 45506 members 
Mstep: Class 29 contains 11947 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12267 members 
Mstep: Class 34 contains 5845 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 3130 members 
Mstep: Class 38 contains 5116 members 
Mstep: Class 39 contains 13706 members 
Mstep: Class 40 contains 24772 members 
Mstep: Class 41 contains 5368 members 
Mstep: Class 42 contains 6491 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30376 members 
Mstep: Class 45 contains 4705 members 
Mstep: Class 46 contains 42114 members 
Mstep: Class 47 contains 40247 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4917 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3188 members 
Mstep: Class 53 contains 8436 members 
Mstep: Class 54 contains 9953 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 14565 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8282 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21141 members 
Mstep: Class 61 contains 1533 members 
Mstep: Class 62 contains 8375 members 
Mstep: Class 63 contains 4999 members 
Mstep: Class 64 contains 686 members 
Mstep: Class 65 contains 12853 members 
Mstep: Class 66 contains 3781 members 
Mstep: Class 67 contains 15346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303216.000000 Penalty: 233811.015625
Iteration 188Q: 68 clusters Score -1.393032e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 53528 members 
Mstep: Class 4 contains 213593 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2648 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 15820 members 
Mstep: Class 9 contains 143228 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 37619 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 110493 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 7680 members 
Mstep: Class 17 contains 128398 members 
Mstep: Class 18 contains 9886 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 12935 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12922 members 
Mstep: Class 23 contains 3205 members 
Mstep: Class 24 contains 16234 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 8274 members 
Mstep: Class 27 contains 36774 members 
Mstep: Class 28 contains 45505 members 
Mstep: Class 29 contains 11950 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9595 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12267 members 
Mstep: Class 34 contains 5845 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 3130 members 
Mstep: Class 38 contains 5117 members 
Mstep: Class 39 contains 13719 members 
Mstep: Class 40 contains 24772 members 
Mstep: Class 41 contains 5367 members 
Mstep: Class 42 contains 6496 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30364 members 
Mstep: Class 45 contains 4707 members 
Mstep: Class 46 contains 42044 members 
Mstep: Class 47 contains 40212 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4917 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3185 members 
Mstep: Class 53 contains 8442 members 
Mstep: Class 54 contains 9956 members 
Mstep: Class 55 contains 1717 members 
Mstep: Class 56 contains 14586 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8275 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21140 members 
Mstep: Class 61 contains 1533 members 
Mstep: Class 62 contains 8377 members 
Mstep: Class 63 contains 4997 members 
Mstep: Class 64 contains 686 members 
Mstep: Class 65 contains 12856 members 
Mstep: Class 66 contains 3787 members 
Mstep: Class 67 contains 15421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303152.000000 Penalty: 233811.015625
Iteration 189Q: 68 clusters Score -1.393032e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 53538 members 
Mstep: Class 4 contains 213591 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2649 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 15827 members 
Mstep: Class 9 contains 143223 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 37611 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 110490 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 128398 members 
Mstep: Class 18 contains 9883 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13005 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12922 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 8277 members 
Mstep: Class 27 contains 36781 members 
Mstep: Class 28 contains 45504 members 
Mstep: Class 29 contains 11951 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9595 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12266 members 
Mstep: Class 34 contains 5844 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 3129 members 
Mstep: Class 38 contains 5116 members 
Mstep: Class 39 contains 13740 members 
Mstep: Class 40 contains 24772 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30356 members 
Mstep: Class 45 contains 4709 members 
Mstep: Class 46 contains 41981 members 
Mstep: Class 47 contains 40172 members 
Mstep: Class 48 contains 4650 members 
Mstep: Class 49 contains 4917 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3183 members 
Mstep: Class 53 contains 8449 members 
Mstep: Class 54 contains 9961 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 14622 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8268 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21140 members 
Mstep: Class 61 contains 1532 members 
Mstep: Class 62 contains 8376 members 
Mstep: Class 63 contains 4997 members 
Mstep: Class 64 contains 686 members 
Mstep: Class 65 contains 12857 members 
Mstep: Class 66 contains 3792 members 
Mstep: Class 67 contains 15485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303104.000000 Penalty: 233811.015625
Iteration 190Q: 68 clusters Score -1.393031e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7532 members 
Mstep: Class 3 contains 53551 members 
Mstep: Class 4 contains 213582 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2649 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 15834 members 
Mstep: Class 9 contains 143223 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 37600 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 110491 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 128398 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12929 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 8277 members 
Mstep: Class 27 contains 36781 members 
Mstep: Class 28 contains 45506 members 
Mstep: Class 29 contains 11951 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12264 members 
Mstep: Class 34 contains 5844 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1161 members 
Mstep: Class 37 contains 3129 members 
Mstep: Class 38 contains 5117 members 
Mstep: Class 39 contains 13761 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6510 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30350 members 
Mstep: Class 45 contains 4714 members 
Mstep: Class 46 contains 41913 members 
Mstep: Class 47 contains 40146 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4918 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3185 members 
Mstep: Class 53 contains 8455 members 
Mstep: Class 54 contains 9965 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 14646 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8268 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21139 members 
Mstep: Class 61 contains 1531 members 
Mstep: Class 62 contains 8379 members 
Mstep: Class 63 contains 4996 members 
Mstep: Class 64 contains 686 members 
Mstep: Class 65 contains 12861 members 
Mstep: Class 66 contains 3796 members 
Mstep: Class 67 contains 15540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303280.000000 Penalty: 233811.015625
Iteration 191Q: 68 clusters Score -1.393033e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 53560 members 
Mstep: Class 4 contains 213577 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2649 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 15848 members 
Mstep: Class 9 contains 143220 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 37577 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 110490 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 7748 members 
Mstep: Class 17 contains 128396 members 
Mstep: Class 18 contains 9883 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12939 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 7896 members 
Mstep: Class 26 contains 8277 members 
Mstep: Class 27 contains 36779 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 11955 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12263 members 
Mstep: Class 34 contains 5845 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3130 members 
Mstep: Class 38 contains 5117 members 
Mstep: Class 39 contains 13775 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6515 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30344 members 
Mstep: Class 45 contains 4717 members 
Mstep: Class 46 contains 41862 members 
Mstep: Class 47 contains 40131 members 
Mstep: Class 48 contains 4653 members 
Mstep: Class 49 contains 4920 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3189 members 
Mstep: Class 53 contains 8461 members 
Mstep: Class 54 contains 9967 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 14674 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8268 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21137 members 
Mstep: Class 61 contains 1531 members 
Mstep: Class 62 contains 8378 members 
Mstep: Class 63 contains 4995 members 
Mstep: Class 64 contains 686 members 
Mstep: Class 65 contains 12865 members 
Mstep: Class 66 contains 3796 members 
Mstep: Class 67 contains 15573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303328.000000 Penalty: 233811.015625
Iteration 192Q: 68 clusters Score -1.393033e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7386 members 
Mstep: Class 3 contains 53568 members 
Mstep: Class 4 contains 213568 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2646 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 15851 members 
Mstep: Class 9 contains 143219 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 37560 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 110489 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 128394 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12943 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 7899 members 
Mstep: Class 26 contains 8277 members 
Mstep: Class 27 contains 36779 members 
Mstep: Class 28 contains 45494 members 
Mstep: Class 29 contains 11957 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9593 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 5845 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5121 members 
Mstep: Class 39 contains 13791 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6515 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30336 members 
Mstep: Class 45 contains 4719 members 
Mstep: Class 46 contains 41823 members 
Mstep: Class 47 contains 40117 members 
Mstep: Class 48 contains 4653 members 
Mstep: Class 49 contains 4921 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3192 members 
Mstep: Class 53 contains 8465 members 
Mstep: Class 54 contains 9970 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 14691 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8264 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21137 members 
Mstep: Class 61 contains 1533 members 
Mstep: Class 62 contains 8379 members 
Mstep: Class 63 contains 4997 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12866 members 
Mstep: Class 66 contains 3801 members 
Mstep: Class 67 contains 15603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303328.000000 Penalty: 233811.015625
Iteration 193Q: 68 clusters Score -1.393033e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 53574 members 
Mstep: Class 4 contains 213567 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2646 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 15851 members 
Mstep: Class 9 contains 143219 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 37548 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 110489 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7792 members 
Mstep: Class 17 contains 128394 members 
Mstep: Class 18 contains 9886 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 12952 members 
Mstep: Class 23 contains 3196 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 7900 members 
Mstep: Class 26 contains 8277 members 
Mstep: Class 27 contains 36777 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 11960 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 9593 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12258 members 
Mstep: Class 34 contains 5846 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5124 members 
Mstep: Class 39 contains 13797 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6519 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30330 members 
Mstep: Class 45 contains 4720 members 
Mstep: Class 46 contains 41776 members 
Mstep: Class 47 contains 40104 members 
Mstep: Class 48 contains 4653 members 
Mstep: Class 49 contains 4923 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3193 members 
Mstep: Class 53 contains 8469 members 
Mstep: Class 54 contains 9972 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 14704 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8263 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21135 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8380 members 
Mstep: Class 63 contains 4995 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12866 members 
Mstep: Class 66 contains 3800 members 
Mstep: Class 67 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303360.000000 Penalty: 233811.015625
Iteration 194Q: 68 clusters Score -1.393034e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 53575 members 
Mstep: Class 4 contains 213567 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2645 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 15857 members 
Mstep: Class 9 contains 143215 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 37532 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 110488 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7813 members 
Mstep: Class 17 contains 128392 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13224 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 12962 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 7905 members 
Mstep: Class 26 contains 8277 members 
Mstep: Class 27 contains 36777 members 
Mstep: Class 28 contains 45483 members 
Mstep: Class 29 contains 11965 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12253 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5124 members 
Mstep: Class 39 contains 13804 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6525 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30324 members 
Mstep: Class 45 contains 4722 members 
Mstep: Class 46 contains 41724 members 
Mstep: Class 47 contains 40090 members 
Mstep: Class 48 contains 4653 members 
Mstep: Class 49 contains 4923 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3196 members 
Mstep: Class 53 contains 8475 members 
Mstep: Class 54 contains 9971 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 14724 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8264 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21135 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8383 members 
Mstep: Class 63 contains 4995 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12867 members 
Mstep: Class 66 contains 3798 members 
Mstep: Class 67 contains 15652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303392.000000 Penalty: 233811.015625
Iteration 195Q: 68 clusters Score -1.393034e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 53580 members 
Mstep: Class 4 contains 213564 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 143211 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 37516 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 110494 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7831 members 
Mstep: Class 17 contains 128390 members 
Mstep: Class 18 contains 9895 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13250 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 12974 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 8277 members 
Mstep: Class 27 contains 36774 members 
Mstep: Class 28 contains 45482 members 
Mstep: Class 29 contains 11969 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12252 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1156 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5125 members 
Mstep: Class 39 contains 13805 members 
Mstep: Class 40 contains 24763 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6528 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30324 members 
Mstep: Class 45 contains 4721 members 
Mstep: Class 46 contains 41681 members 
Mstep: Class 47 contains 40079 members 
Mstep: Class 48 contains 4654 members 
Mstep: Class 49 contains 4923 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3195 members 
Mstep: Class 53 contains 8478 members 
Mstep: Class 54 contains 9970 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 14736 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8262 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21135 members 
Mstep: Class 61 contains 1538 members 
Mstep: Class 62 contains 8383 members 
Mstep: Class 63 contains 4995 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12869 members 
Mstep: Class 66 contains 3798 members 
Mstep: Class 67 contains 15660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303344.000000 Penalty: 233811.015625
Iteration 196Q: 68 clusters Score -1.393033e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7248 members 
Mstep: Class 3 contains 53589 members 
Mstep: Class 4 contains 213559 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2641 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 15867 members 
Mstep: Class 9 contains 143209 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 37500 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 110494 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7836 members 
Mstep: Class 17 contains 128388 members 
Mstep: Class 18 contains 9896 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13269 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 12983 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 8276 members 
Mstep: Class 27 contains 36777 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 11973 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12252 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5126 members 
Mstep: Class 39 contains 13809 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6531 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30321 members 
Mstep: Class 45 contains 4720 members 
Mstep: Class 46 contains 41638 members 
Mstep: Class 47 contains 40075 members 
Mstep: Class 48 contains 4654 members 
Mstep: Class 49 contains 4923 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3196 members 
Mstep: Class 53 contains 8481 members 
Mstep: Class 54 contains 9969 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 14752 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8261 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21136 members 
Mstep: Class 61 contains 1538 members 
Mstep: Class 62 contains 8384 members 
Mstep: Class 63 contains 4996 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12871 members 
Mstep: Class 66 contains 3800 members 
Mstep: Class 67 contains 15665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303280.000000 Penalty: 233811.015625
Iteration 197Q: 68 clusters Score -1.393033e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 53601 members 
Mstep: Class 4 contains 213556 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 15869 members 
Mstep: Class 9 contains 143207 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 37481 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 110501 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 128383 members 
Mstep: Class 18 contains 9900 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13286 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 12991 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 8275 members 
Mstep: Class 27 contains 36780 members 
Mstep: Class 28 contains 45486 members 
Mstep: Class 29 contains 11977 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12252 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5126 members 
Mstep: Class 39 contains 13812 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6532 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30319 members 
Mstep: Class 45 contains 4718 members 
Mstep: Class 46 contains 41595 members 
Mstep: Class 47 contains 40071 members 
Mstep: Class 48 contains 4654 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3198 members 
Mstep: Class 53 contains 8483 members 
Mstep: Class 54 contains 9968 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 14756 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8258 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21137 members 
Mstep: Class 61 contains 1541 members 
Mstep: Class 62 contains 8384 members 
Mstep: Class 63 contains 4997 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12872 members 
Mstep: Class 66 contains 3806 members 
Mstep: Class 67 contains 15670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139303392.000000 Penalty: 233811.015625
Iteration 198Q: 68 clusters Score -1.393034e+08 nChanged 182
Entering ConstructFrom: 
Score: -139303392.000000 Penalty: 233811.015625
Entering ConstructFrom: 
Trying to split cluster 1 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -310139.843750 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -310139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -306969.250000 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -306969.2 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -307638.437500 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -307638.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -307785.781250 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -307785.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -307855.812500 Penalty: 3956.050537
	Iteration 3Q: 3 clusters Score -307855.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -307923.000000 Penalty: 3956.050537
	Iteration 4Q: 3 clusters Score -307923 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -307964.281250 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -307964.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -307995.625000 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -307995.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -308020.968750 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -308021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -308040.406250 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -308040.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -308056.250000 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -308056.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -308063.125000 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -308063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -308069.281250 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -308069.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -308075.593750 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -308075.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -308082.593750 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -308082.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -308087.031250 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -308087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -308091.843750 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -308091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -308094.812500 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -308094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -308097.312500 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -308097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -308102.062500 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -308102.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -308104.312500 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -308104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -308105.281250 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -308105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -308107.343750 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -308107.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -308110.250000 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -308110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -308112.062500 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -308112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -308112.781250 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -308112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -308113.250000 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -308113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -308114.375000 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -308114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -308113.937500 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -308113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -308115.843750 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -308115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -308116.250000 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -308116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -308116.343750 Penalty: 3956.050537
	Iteration 30Q: 3 clusters Score -308116.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -308116.343750 Penalty: 3956.050537
	Iteration 31F: 3 clusters Score -308116.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Entering Unmasked Estep 
Score: -806492.875000 Penalty: 2204.103760
	Iteration 0F: 2 clusters Score -806492.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -800644.000000 Penalty: 4408.207520
	Iteration 0F: 3 clusters Score -800644 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -802316.375000 Penalty: 4408.207520
	Iteration 1F: 3 clusters Score -802316.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -802690.437500 Penalty: 4408.207520
	Iteration 2F: 3 clusters Score -802690.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -802927.375000 Penalty: 4408.207520
	Iteration 3F: 3 clusters Score -802927.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -803143.937500 Penalty: 4408.207520
	Iteration 4Q: 3 clusters Score -803143.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -803383.312500 Penalty: 4408.207520
	Iteration 5Q: 3 clusters Score -803383.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -803631.375000 Penalty: 4408.207520
	Iteration 6Q: 3 clusters Score -803631.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -803885.500000 Penalty: 4408.207520
	Iteration 7Q: 3 clusters Score -803885.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -804167.250000 Penalty: 4408.207520
	Iteration 8Q: 3 clusters Score -804167.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -804463.437500 Penalty: 4408.207520
	Iteration 9Q: 3 clusters Score -804463.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -804736.875000 Penalty: 4408.207520
	Iteration 10Q: 3 clusters Score -804736.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -804895.187500 Penalty: 4408.207520
	Iteration 11Q: 3 clusters Score -804895.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -804989.250000 Penalty: 4408.207520
	Iteration 12Q: 3 clusters Score -804989.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -805073.187500 Penalty: 4408.207520
	Iteration 13Q: 3 clusters Score -805073.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -805142.375000 Penalty: 4408.207520
	Iteration 14Q: 3 clusters Score -805142.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -805187.062500 Penalty: 4408.207520
	Iteration 15Q: 3 clusters Score -805187.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -805245.812500 Penalty: 4408.207520
	Iteration 16Q: 3 clusters Score -805245.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -805327.562500 Penalty: 4408.207520
	Iteration 17Q: 3 clusters Score -805327.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -805411.750000 Penalty: 4408.207520
	Iteration 18Q: 3 clusters Score -805411.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -805503.937500 Penalty: 4408.207520
	Iteration 19Q: 3 clusters Score -805503.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -805604.250000 Penalty: 4408.207520
	Iteration 20F: 3 clusters Score -805604.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -805684.562500 Penalty: 4408.207520
	Iteration 21Q: 3 clusters Score -805684.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -805751.125000 Penalty: 4408.207520
	Iteration 22Q: 3 clusters Score -805751.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -805842.500000 Penalty: 4408.207520
	Iteration 23Q: 3 clusters Score -805842.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -805945.937500 Penalty: 4408.207520
	Iteration 24Q: 3 clusters Score -805945.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -806023.812500 Penalty: 4408.207520
	Iteration 25Q: 3 clusters Score -806023.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -806094.500000 Penalty: 4408.207520
	Iteration 26Q: 3 clusters Score -806094.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -806139.687500 Penalty: 4408.207520
	Iteration 27Q: 3 clusters Score -806139.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -806165.687500 Penalty: 4408.207520
	Iteration 28Q: 3 clusters Score -806165.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -806178.125000 Penalty: 4408.207520
	Iteration 29Q: 3 clusters Score -806178.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -806183.500000 Penalty: 4408.207520
	Iteration 30Q: 3 clusters Score -806183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -806184.187500 Penalty: 4408.207520
	Iteration 31Q: 3 clusters Score -806184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -806186.937500 Penalty: 4408.207520
	Iteration 32Q: 3 clusters Score -806186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -806188.000000 Penalty: 4408.207520
	Iteration 33Q: 3 clusters Score -806188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -806188.000000 Penalty: 4408.207520
	Iteration 34F: 3 clusters Score -806188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Entering Unmasked Estep 
Score: -6109203.000000 Penalty: 2700.630615
	Iteration 0F: 2 clusters Score -6109203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -6073066.500000 Penalty: 5401.261230
	Iteration 0F: 3 clusters Score -6073066 nChanged 24855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -6087176.500000 Penalty: 5401.261230
	Iteration 1F: 3 clusters Score -6087176 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -6087840.000000 Penalty: 5401.261230
	Iteration 2Q: 3 clusters Score -6087840 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -6088539.000000 Penalty: 5401.261230
	Iteration 3Q: 3 clusters Score -6088539 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -6089414.000000 Penalty: 5401.261230
	Iteration 4Q: 3 clusters Score -6089414 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -6090416.500000 Penalty: 5401.261230
	Iteration 5Q: 3 clusters Score -6090416 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -6091610.000000 Penalty: 5401.261230
	Iteration 6Q: 3 clusters Score -6091610 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -6092741.500000 Penalty: 5401.261230
	Iteration 7Q: 3 clusters Score -6092742 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -6093928.000000 Penalty: 5401.261230
	Iteration 8Q: 3 clusters Score -6093928 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -6095080.500000 Penalty: 5401.261230
	Iteration 9Q: 3 clusters Score -6095080 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -6096088.500000 Penalty: 5401.261230
	Iteration 10Q: 3 clusters Score -6096088 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -6096889.500000 Penalty: 5401.261230
	Iteration 11Q: 3 clusters Score -6096890 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -6097578.500000 Penalty: 5401.261230
	Iteration 12Q: 3 clusters Score -6097578 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -6098173.000000 Penalty: 5401.261230
	Iteration 13Q: 3 clusters Score -6098173 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6098878.000000 Penalty: 5401.261230
	Iteration 14Q: 3 clusters Score -6098878 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -6099597.000000 Penalty: 5401.261230
	Iteration 15Q: 3 clusters Score -6099597 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -6100304.500000 Penalty: 5401.261230
	Iteration 16Q: 3 clusters Score -6100304 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -6101153.500000 Penalty: 5401.261230
	Iteration 17Q: 3 clusters Score -6101154 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -6102016.000000 Penalty: 5401.261230
	Iteration 18Q: 3 clusters Score -6102016 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -6102861.000000 Penalty: 5401.261230
	Iteration 19Q: 3 clusters Score -6102861 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -6103653.000000 Penalty: 5401.261230
	Iteration 20F: 3 clusters Score -6103653 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -6104429.000000 Penalty: 5401.261230
	Iteration 21Q: 3 clusters Score -6104429 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6105005.500000 Penalty: 5401.261230
	Iteration 22Q: 3 clusters Score -6105006 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -6105452.000000 Penalty: 5401.261230
	Iteration 23Q: 3 clusters Score -6105452 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -6105822.500000 Penalty: 5401.261230
	Iteration 24Q: 3 clusters Score -6105822 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -6106153.000000 Penalty: 5401.261230
	Iteration 25Q: 3 clusters Score -6106153 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -6106386.000000 Penalty: 5401.261230
	Iteration 26Q: 3 clusters Score -6106386 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -6106569.000000 Penalty: 5401.261230
	Iteration 27Q: 3 clusters Score -6106569 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -6106675.500000 Penalty: 5401.261230
	Iteration 28Q: 3 clusters Score -6106676 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -6106760.000000 Penalty: 5401.261230
	Iteration 29Q: 3 clusters Score -6106760 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -6106821.500000 Penalty: 5401.261230
	Iteration 30Q: 3 clusters Score -6106822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -6106840.500000 Penalty: 5401.261230
	Iteration 31Q: 3 clusters Score -6106840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -6106884.000000 Penalty: 5401.261230
	Iteration 32Q: 3 clusters Score -6106884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -6106910.500000 Penalty: 5401.261230
	Iteration 33Q: 3 clusters Score -6106910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -6106930.500000 Penalty: 5401.261230
	Iteration 34Q: 3 clusters Score -6106930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -6106944.500000 Penalty: 5401.261230
	Iteration 35Q: 3 clusters Score -6106944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -6106974.500000 Penalty: 5401.261230
	Iteration 36Q: 3 clusters Score -6106974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -6106992.000000 Penalty: 5401.261230
	Iteration 37Q: 3 clusters Score -6106992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -6107004.000000 Penalty: 5401.261230
	Iteration 38Q: 3 clusters Score -6107004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -6107009.500000 Penalty: 5401.261230
	Iteration 39Q: 3 clusters Score -6107010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -6107025.000000 Penalty: 5401.261230
	Iteration 40F: 3 clusters Score -6107025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -6107020.500000 Penalty: 5401.261230
	Iteration 41Q: 3 clusters Score -6107020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -6107027.500000 Penalty: 5401.261230
	Iteration 42Q: 3 clusters Score -6107028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -6107031.000000 Penalty: 5401.261230
	Iteration 43Q: 3 clusters Score -6107031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -6107030.000000 Penalty: 5401.261230
	Iteration 44Q: 3 clusters Score -6107030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -6107032.000000 Penalty: 5401.261230
	Iteration 45Q: 3 clusters Score -6107032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -6107035.000000 Penalty: 5401.261230
	Iteration 46Q: 3 clusters Score -6107035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -6107036.500000 Penalty: 5401.261230
	Iteration 47Q: 3 clusters Score -6107036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -6107036.000000 Penalty: 5401.261230
	Iteration 48Q: 3 clusters Score -6107036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -6107041.000000 Penalty: 5401.261230
	Iteration 49Q: 3 clusters Score -6107041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -6107038.500000 Penalty: 5401.261230
	Iteration 50Q: 3 clusters Score -6107038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -6107037.000000 Penalty: 5401.261230
	Iteration 51Q: 3 clusters Score -6107037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -6107037.000000 Penalty: 5401.261230
	Iteration 52F: 3 clusters Score -6107037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213554 members 
Entering Unmasked Estep 
Score: -24519344.000000 Penalty: 3043.367920
	Iteration 0F: 2 clusters Score -2.451934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -24396854.000000 Penalty: 6086.735840
	Iteration 0F: 3 clusters Score -2.439685e+07 nChanged 102353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 111487 members 
Entering Unmasked Estep 
Score: -24457022.000000 Penalty: 6086.735840
	Iteration 1F: 3 clusters Score -2.445702e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 114081 members 
Entering Unmasked Estep 
Score: -24458162.000000 Penalty: 6086.735840
	Iteration 2Q: 3 clusters Score -2.445816e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -24459962.000000 Penalty: 6086.735840
	Iteration 3Q: 3 clusters Score -2.445996e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89536 members 
Mstep: Class 2 contains 124018 members 
Entering Unmasked Estep 
Score: -24462944.000000 Penalty: 6086.735840
	Iteration 4Q: 3 clusters Score -2.446294e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 132686 members 
Entering Unmasked Estep 
Score: -24468184.000000 Penalty: 6086.735840
	Iteration 5Q: 3 clusters Score -2.446818e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -24477018.000000 Penalty: 6086.735840
	Iteration 6F: 3 clusters Score -2.447702e+07 nChanged 15761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 160363 members 
Entering Unmasked Estep 
Score: -24488836.000000 Penalty: 6086.735840
	Iteration 7F: 3 clusters Score -2.448884e+07 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 176731 members 
Entering Unmasked Estep 
Score: -24499240.000000 Penalty: 6086.735840
	Iteration 8F: 3 clusters Score -2.449924e+07 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 190052 members 
Entering Unmasked Estep 
Score: -24506634.000000 Penalty: 6086.735840
	Iteration 9F: 3 clusters Score -2.450663e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 198861 members 
Entering Unmasked Estep 
Score: -24510938.000000 Penalty: 6086.735840
	Iteration 10Q: 3 clusters Score -2.451094e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 204247 members 
Entering Unmasked Estep 
Score: -24513484.000000 Penalty: 6086.735840
	Iteration 11Q: 3 clusters Score -2.451348e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 207439 members 
Entering Unmasked Estep 
Score: -24515022.000000 Penalty: 6086.735840
	Iteration 12Q: 3 clusters Score -2.451502e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 209240 members 
Entering Unmasked Estep 
Score: -24515856.000000 Penalty: 6086.735840
	Iteration 13Q: 3 clusters Score -2.451586e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 210296 members 
Entering Unmasked Estep 
Score: -24516244.000000 Penalty: 6086.735840
	Iteration 14Q: 3 clusters Score -2.451624e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 210950 members 
Entering Unmasked Estep 
Score: -24516456.000000 Penalty: 6086.735840
	Iteration 15Q: 3 clusters Score -2.451646e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 211362 members 
Entering Unmasked Estep 
Score: -24516588.000000 Penalty: 6086.735840
	Iteration 16Q: 3 clusters Score -2.451659e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 211632 members 
Entering Unmasked Estep 
Score: -24516672.000000 Penalty: 6086.735840
	Iteration 17Q: 3 clusters Score -2.451667e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 211826 members 
Entering Unmasked Estep 
Score: -24516712.000000 Penalty: 6086.735840
	Iteration 18Q: 3 clusters Score -2.451671e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 211961 members 
Entering Unmasked Estep 
Score: -24516772.000000 Penalty: 6086.735840
	Iteration 19Q: 3 clusters Score -2.451677e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 212053 members 
Entering Unmasked Estep 
Score: -24516844.000000 Penalty: 6086.735840
	Iteration 20F: 3 clusters Score -2.451684e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 212127 members 
Entering Unmasked Estep 
Score: -24516820.000000 Penalty: 6086.735840
	Iteration 21Q: 3 clusters Score -2.451682e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 212197 members 
Entering Unmasked Estep 
Score: -24516880.000000 Penalty: 6086.735840
	Iteration 22Q: 3 clusters Score -2.451688e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 212256 members 
Entering Unmasked Estep 
Score: -24516882.000000 Penalty: 6086.735840
	Iteration 23Q: 3 clusters Score -2.451688e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 212309 members 
Entering Unmasked Estep 
Score: -24516890.000000 Penalty: 6086.735840
	Iteration 24Q: 3 clusters Score -2.451689e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 212343 members 
Entering Unmasked Estep 
Score: -24516888.000000 Penalty: 6086.735840
	Iteration 25Q: 3 clusters Score -2.451689e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 212376 members 
Entering Unmasked Estep 
Score: -24516894.000000 Penalty: 6086.735840
	Iteration 26Q: 3 clusters Score -2.451689e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 212412 members 
Entering Unmasked Estep 
Score: -24516900.000000 Penalty: 6086.735840
	Iteration 27Q: 3 clusters Score -2.45169e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 212434 members 
Entering Unmasked Estep 
Score: -24516900.000000 Penalty: 6086.735840
	Iteration 28Q: 3 clusters Score -2.45169e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 212455 members 
Entering Unmasked Estep 
Score: -24516900.000000 Penalty: 6086.735840
	Iteration 29Q: 3 clusters Score -2.45169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 212471 members 
Entering Unmasked Estep 
Score: -24516934.000000 Penalty: 6086.735840
	Iteration 30Q: 3 clusters Score -2.451693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 212487 members 
Entering Unmasked Estep 
Score: -24516966.000000 Penalty: 6086.735840
	Iteration 31Q: 3 clusters Score -2.451697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 212497 members 
Entering Unmasked Estep 
Score: -24516968.000000 Penalty: 6086.735840
	Iteration 32Q: 3 clusters Score -2.451697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 212507 members 
Entering Unmasked Estep 
Score: -24516954.000000 Penalty: 6086.735840
	Iteration 33Q: 3 clusters Score -2.451695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 212514 members 
Entering Unmasked Estep 
Score: -24516968.000000 Penalty: 6086.735840
	Iteration 34Q: 3 clusters Score -2.451697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 212517 members 
Entering Unmasked Estep 
Score: -24516984.000000 Penalty: 6086.735840
	Iteration 35Q: 3 clusters Score -2.451698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 212518 members 
Entering Unmasked Estep 
Score: -24516982.000000 Penalty: 6086.735840
	Iteration 36Q: 3 clusters Score -2.451698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 212518 members 
Entering Unmasked Estep 
Score: -24516974.000000 Penalty: 6086.735840
	Iteration 37Q: 3 clusters Score -2.451697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 212517 members 
Entering Unmasked Estep 
Score: -24516972.000000 Penalty: 6086.735840
	Iteration 38Q: 3 clusters Score -2.451697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 212517 members 
Entering Unmasked Estep 
Score: -24516972.000000 Penalty: 6086.735840
	Iteration 39F: 3 clusters Score -2.451697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -884620.875000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -884620.9 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 4150 members 
Entering Unmasked Estep 
Score: -878142.375000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -878142.4 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -880012.812500 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -880012.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -880485.250000 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -880485.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -880858.750000 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -880858.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -881186.187500 Penalty: 4465.034668
	Iteration 4F: 3 clusters Score -881186.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -881581.437500 Penalty: 4465.034668
	Iteration 5F: 3 clusters Score -881581.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -881954.000000 Penalty: 4465.034668
	Iteration 6F: 3 clusters Score -881954 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -882252.937500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -882252.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -882513.625000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -882513.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -882776.062500 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -882776.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -883100.125000 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -883100.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -883471.625000 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -883471.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -883743.687500 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -883743.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -883896.812500 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -883896.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -883975.500000 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -883975.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -884015.875000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -884015.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -884032.375000 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -884032.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -884038.500000 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -884038.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -884044.500000 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -884044.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -884050.437500 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -884050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -884052.375000 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -884052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -884051.187500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -884051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -884051.937500 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -884051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -884054.000000 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -884054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -884054.000000 Penalty: 4465.034668
	Iteration 24F: 3 clusters Score -884054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -258392.078125 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -258392.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -255398.812500 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -255398.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -256166.890625 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -256166.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -256419.531250 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -256419.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -256611.906250 Penalty: 3907.564941
	Iteration 3F: 3 clusters Score -256611.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -256790.921875 Penalty: 3907.564941
	Iteration 4F: 3 clusters Score -256790.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -256934.468750 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -256934.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -257096.984375 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -257097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -257232.718750 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -257232.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -257378.859375 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -257378.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -257499.093750 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -257499.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -257604.343750 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -257604.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -257690.453125 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -257690.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -257778.593750 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -257778.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -257856.156250 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -257856.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -257893.296875 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -257893.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -257929.312500 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -257929.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -257953.218750 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -257953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -257963.625000 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -257963.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -257968.609375 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -257968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -257970.125000 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -257970.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -257975.734375 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -257975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -257977.515625 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -257977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -257980.125000 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -257980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -257987.015625 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -257987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -257998.140625 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -257998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -258004.250000 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -258004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -258012.562500 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -258012.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -258026.593750 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -258026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -258044.562500 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -258044.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -258061.000000 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -258061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -258081.046875 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -258081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -258094.031250 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -258094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -258103.531250 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -258103.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -258120.140625 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -258120.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -258131.156250 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -258131.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -258138.921875 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -258138.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -258143.609375 Penalty: 3907.564941
	Iteration 36Q: 3 clusters Score -258143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -258144.843750 Penalty: 3907.564941
	Iteration 37Q: 3 clusters Score -258144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -258145.218750 Penalty: 3907.564941
	Iteration 38Q: 3 clusters Score -258145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -258146.390625 Penalty: 3907.564941
	Iteration 39Q: 3 clusters Score -258146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -258147.000000 Penalty: 3907.564941
	Iteration 40F: 3 clusters Score -258147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Entering Unmasked Estep 
Score: -1525258.875000 Penalty: 2379.996094
	Iteration 0F: 2 clusters Score -1525259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1514580.500000 Penalty: 4759.992188
	Iteration 0F: 3 clusters Score -1514580 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1518119.375000 Penalty: 4759.992188
	Iteration 1F: 3 clusters Score -1518119 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1518563.250000 Penalty: 4759.992188
	Iteration 2F: 3 clusters Score -1518563 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1518944.875000 Penalty: 4759.992188
	Iteration 3F: 3 clusters Score -1518945 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1519311.625000 Penalty: 4759.992188
	Iteration 4F: 3 clusters Score -1519312 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1519704.875000 Penalty: 4759.992188
	Iteration 5Q: 3 clusters Score -1519705 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1520171.875000 Penalty: 4759.992188
	Iteration 6F: 3 clusters Score -1520172 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1520670.125000 Penalty: 4759.992188
	Iteration 7F: 3 clusters Score -1520670 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1521234.125000 Penalty: 4759.992188
	Iteration 8F: 3 clusters Score -1521234 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1521864.625000 Penalty: 4759.992188
	Iteration 9F: 3 clusters Score -1521865 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1522467.000000 Penalty: 4759.992188
	Iteration 10F: 3 clusters Score -1522467 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1522989.000000 Penalty: 4759.992188
	Iteration 11Q: 3 clusters Score -1522989 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1523393.750000 Penalty: 4759.992188
	Iteration 12Q: 3 clusters Score -1523394 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1523719.500000 Penalty: 4759.992188
	Iteration 13Q: 3 clusters Score -1523720 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1523935.750000 Penalty: 4759.992188
	Iteration 14Q: 3 clusters Score -1523936 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1524048.625000 Penalty: 4759.992188
	Iteration 15Q: 3 clusters Score -1524049 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1524111.625000 Penalty: 4759.992188
	Iteration 16Q: 3 clusters Score -1524112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1524144.875000 Penalty: 4759.992188
	Iteration 17Q: 3 clusters Score -1524145 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1524165.875000 Penalty: 4759.992188
	Iteration 18Q: 3 clusters Score -1524166 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1524190.375000 Penalty: 4759.992188
	Iteration 19Q: 3 clusters Score -1524190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1524200.250000 Penalty: 4759.992188
	Iteration 20F: 3 clusters Score -1524200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1524204.875000 Penalty: 4759.992188
	Iteration 21Q: 3 clusters Score -1524205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1524211.750000 Penalty: 4759.992188
	Iteration 22Q: 3 clusters Score -1524212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1524217.000000 Penalty: 4759.992188
	Iteration 23Q: 3 clusters Score -1524217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1524219.125000 Penalty: 4759.992188
	Iteration 24Q: 3 clusters Score -1524219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1524227.625000 Penalty: 4759.992188
	Iteration 25Q: 3 clusters Score -1524228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1524238.250000 Penalty: 4759.992188
	Iteration 26Q: 3 clusters Score -1524238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1524236.000000 Penalty: 4759.992188
	Iteration 27Q: 3 clusters Score -1524236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1524237.125000 Penalty: 4759.992188
	Iteration 28Q: 3 clusters Score -1524237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1524234.500000 Penalty: 4759.992188
	Iteration 29Q: 3 clusters Score -1524234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1524236.125000 Penalty: 4759.992188
	Iteration 30Q: 3 clusters Score -1524236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1524237.000000 Penalty: 4759.992188
	Iteration 31Q: 3 clusters Score -1524237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1524237.375000 Penalty: 4759.992188
	Iteration 32Q: 3 clusters Score -1524237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1524236.250000 Penalty: 4759.992188
	Iteration 33Q: 3 clusters Score -1524236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1524237.500000 Penalty: 4759.992188
	Iteration 34Q: 3 clusters Score -1524238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1524241.125000 Penalty: 4759.992188
	Iteration 35Q: 3 clusters Score -1524241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1524239.625000 Penalty: 4759.992188
	Iteration 36Q: 3 clusters Score -1524240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1524241.375000 Penalty: 4759.992188
	Iteration 37Q: 3 clusters Score -1524241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1524247.500000 Penalty: 4759.992188
	Iteration 38Q: 3 clusters Score -1524248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1524247.625000 Penalty: 4759.992188
	Iteration 39Q: 3 clusters Score -1524248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1524246.000000 Penalty: 4759.992188
	Iteration 40F: 3 clusters Score -1524246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1524244.250000 Penalty: 4759.992188
	Iteration 41Q: 3 clusters Score -1524244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1524245.750000 Penalty: 4759.992188
	Iteration 42Q: 3 clusters Score -1524246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1524248.500000 Penalty: 4759.992188
	Iteration 43Q: 3 clusters Score -1524248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1524247.000000 Penalty: 4759.992188
	Iteration 44Q: 3 clusters Score -1524247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1524244.000000 Penalty: 4759.992188
	Iteration 45Q: 3 clusters Score -1524244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1524243.250000 Penalty: 4759.992188
	Iteration 46Q: 3 clusters Score -1524243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1524244.875000 Penalty: 4759.992188
	Iteration 47Q: 3 clusters Score -1524245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1524246.875000 Penalty: 4759.992188
	Iteration 48Q: 3 clusters Score -1524247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1524247.250000 Penalty: 4759.992188
	Iteration 49Q: 3 clusters Score -1524247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1524249.375000 Penalty: 4759.992188
	Iteration 50Q: 3 clusters Score -1524249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1524248.375000 Penalty: 4759.992188
	Iteration 51Q: 3 clusters Score -1524248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1524247.000000 Penalty: 4759.992188
	Iteration 52Q: 3 clusters Score -1524247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1524249.750000 Penalty: 4759.992188
	Iteration 53Q: 3 clusters Score -1524250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1524249.250000 Penalty: 4759.992188
	Iteration 54Q: 3 clusters Score -1524249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1524250.375000 Penalty: 4759.992188
	Iteration 55Q: 3 clusters Score -1524250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1524251.750000 Penalty: 4759.992188
	Iteration 56Q: 3 clusters Score -1524252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1524251.000000 Penalty: 4759.992188
	Iteration 57Q: 3 clusters Score -1524251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1524250.875000 Penalty: 4759.992188
	Iteration 58Q: 3 clusters Score -1524251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1524250.375000 Penalty: 4759.992188
	Iteration 59Q: 3 clusters Score -1524250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1524248.875000 Penalty: 4759.992188
	Iteration 60F: 3 clusters Score -1524249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1524248.875000 Penalty: 4759.992188
	Iteration 61Q: 3 clusters Score -1524249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1524248.000000 Penalty: 4759.992188
	Iteration 62Q: 3 clusters Score -1524248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1524248.000000 Penalty: 4759.992188
	Iteration 63F: 3 clusters Score -1524248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Entering Unmasked Estep 
Score: -1609970.125000 Penalty: 2398.795654
	Iteration 0F: 2 clusters Score -1609970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1598777.250000 Penalty: 4797.591309
	Iteration 0F: 3 clusters Score -1598777 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1602962.500000 Penalty: 4797.591309
	Iteration 1F: 3 clusters Score -1602962 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1603891.875000 Penalty: 4797.591309
	Iteration 2F: 3 clusters Score -1603892 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1604778.125000 Penalty: 4797.591309
	Iteration 3F: 3 clusters Score -1604778 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1605486.750000 Penalty: 4797.591309
	Iteration 4F: 3 clusters Score -1605487 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1606070.875000 Penalty: 4797.591309
	Iteration 5F: 3 clusters Score -1606071 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1606561.625000 Penalty: 4797.591309
	Iteration 6F: 3 clusters Score -1606562 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1606901.875000 Penalty: 4797.591309
	Iteration 7Q: 3 clusters Score -1606902 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1607168.250000 Penalty: 4797.591309
	Iteration 8Q: 3 clusters Score -1607168 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1607355.750000 Penalty: 4797.591309
	Iteration 9Q: 3 clusters Score -1607356 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1607520.125000 Penalty: 4797.591309
	Iteration 10Q: 3 clusters Score -1607520 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1607677.625000 Penalty: 4797.591309
	Iteration 11Q: 3 clusters Score -1607678 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1607831.500000 Penalty: 4797.591309
	Iteration 12Q: 3 clusters Score -1607832 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1607948.875000 Penalty: 4797.591309
	Iteration 13Q: 3 clusters Score -1607949 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1608049.125000 Penalty: 4797.591309
	Iteration 14Q: 3 clusters Score -1608049 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1608127.875000 Penalty: 4797.591309
	Iteration 15Q: 3 clusters Score -1608128 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1608202.375000 Penalty: 4797.591309
	Iteration 16Q: 3 clusters Score -1608202 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1608269.125000 Penalty: 4797.591309
	Iteration 17Q: 3 clusters Score -1608269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1608304.125000 Penalty: 4797.591309
	Iteration 18Q: 3 clusters Score -1608304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1608340.250000 Penalty: 4797.591309
	Iteration 19Q: 3 clusters Score -1608340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1608371.625000 Penalty: 4797.591309
	Iteration 20F: 3 clusters Score -1608372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1608395.500000 Penalty: 4797.591309
	Iteration 21Q: 3 clusters Score -1608396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1608420.250000 Penalty: 4797.591309
	Iteration 22Q: 3 clusters Score -1608420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1608439.000000 Penalty: 4797.591309
	Iteration 23Q: 3 clusters Score -1608439 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1608456.750000 Penalty: 4797.591309
	Iteration 24Q: 3 clusters Score -1608457 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1608471.250000 Penalty: 4797.591309
	Iteration 25Q: 3 clusters Score -1608471 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1608491.000000 Penalty: 4797.591309
	Iteration 26Q: 3 clusters Score -1608491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1608499.250000 Penalty: 4797.591309
	Iteration 27Q: 3 clusters Score -1608499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1608505.250000 Penalty: 4797.591309
	Iteration 28Q: 3 clusters Score -1608505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1608508.250000 Penalty: 4797.591309
	Iteration 29Q: 3 clusters Score -1608508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1608522.875000 Penalty: 4797.591309
	Iteration 30Q: 3 clusters Score -1608523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1608529.000000 Penalty: 4797.591309
	Iteration 31Q: 3 clusters Score -1608529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1608535.125000 Penalty: 4797.591309
	Iteration 32Q: 3 clusters Score -1608535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1608540.000000 Penalty: 4797.591309
	Iteration 33Q: 3 clusters Score -1608540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1608548.375000 Penalty: 4797.591309
	Iteration 34Q: 3 clusters Score -1608548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1608550.750000 Penalty: 4797.591309
	Iteration 35Q: 3 clusters Score -1608551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1608554.750000 Penalty: 4797.591309
	Iteration 36Q: 3 clusters Score -1608555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1608557.625000 Penalty: 4797.591309
	Iteration 37Q: 3 clusters Score -1608558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1608564.375000 Penalty: 4797.591309
	Iteration 38Q: 3 clusters Score -1608564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1608565.875000 Penalty: 4797.591309
	Iteration 39Q: 3 clusters Score -1608566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1608563.625000 Penalty: 4797.591309
	Iteration 40F: 3 clusters Score -1608564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1608569.125000 Penalty: 4797.591309
	Iteration 41Q: 3 clusters Score -1608569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1608573.500000 Penalty: 4797.591309
	Iteration 42Q: 3 clusters Score -1608574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1608574.625000 Penalty: 4797.591309
	Iteration 43Q: 3 clusters Score -1608575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1608578.000000 Penalty: 4797.591309
	Iteration 44Q: 3 clusters Score -1608578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1608584.750000 Penalty: 4797.591309
	Iteration 45Q: 3 clusters Score -1608585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1608588.250000 Penalty: 4797.591309
	Iteration 46Q: 3 clusters Score -1608588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1608583.250000 Penalty: 4797.591309
	Iteration 47Q: 3 clusters Score -1608583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1608590.375000 Penalty: 4797.591309
	Iteration 48Q: 3 clusters Score -1608590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1608594.750000 Penalty: 4797.591309
	Iteration 49Q: 3 clusters Score -1608595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1608596.750000 Penalty: 4797.591309
	Iteration 50Q: 3 clusters Score -1608597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1608595.000000 Penalty: 4797.591309
	Iteration 51Q: 3 clusters Score -1608595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1608600.750000 Penalty: 4797.591309
	Iteration 52Q: 3 clusters Score -1608601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1608600.125000 Penalty: 4797.591309
	Iteration 53Q: 3 clusters Score -1608600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1608597.000000 Penalty: 4797.591309
	Iteration 54Q: 3 clusters Score -1608597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1608599.875000 Penalty: 4797.591309
	Iteration 55Q: 3 clusters Score -1608600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1608603.875000 Penalty: 4797.591309
	Iteration 56Q: 3 clusters Score -1608604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1608603.250000 Penalty: 4797.591309
	Iteration 57Q: 3 clusters Score -1608603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1608607.875000 Penalty: 4797.591309
	Iteration 58Q: 3 clusters Score -1608608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1608607.250000 Penalty: 4797.591309
	Iteration 59Q: 3 clusters Score -1608607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1608613.625000 Penalty: 4797.591309
	Iteration 60F: 3 clusters Score -1608614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1608611.125000 Penalty: 4797.591309
	Iteration 61Q: 3 clusters Score -1608611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1608610.750000 Penalty: 4797.591309
	Iteration 62Q: 3 clusters Score -1608611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1608611.125000 Penalty: 4797.591309
	Iteration 63Q: 3 clusters Score -1608611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1608610.875000 Penalty: 4797.591309
	Iteration 64Q: 3 clusters Score -1608611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1608612.125000 Penalty: 4797.591309
	Iteration 65Q: 3 clusters Score -1608612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1608612.875000 Penalty: 4797.591309
	Iteration 66Q: 3 clusters Score -1608613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1608612.500000 Penalty: 4797.591309
	Iteration 67Q: 3 clusters Score -1608612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1608610.000000 Penalty: 4797.591309
	Iteration 68Q: 3 clusters Score -1608610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1608613.750000 Penalty: 4797.591309
	Iteration 69Q: 3 clusters Score -1608614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1608612.125000 Penalty: 4797.591309
	Iteration 70Q: 3 clusters Score -1608612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1608610.625000 Penalty: 4797.591309
	Iteration 71Q: 3 clusters Score -1608611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1608610.875000 Penalty: 4797.591309
	Iteration 72Q: 3 clusters Score -1608611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1608614.750000 Penalty: 4797.591309
	Iteration 73Q: 3 clusters Score -1608615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1608613.875000 Penalty: 4797.591309
	Iteration 74Q: 3 clusters Score -1608614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1608617.125000 Penalty: 4797.591309
	Iteration 75Q: 3 clusters Score -1608617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1608616.250000 Penalty: 4797.591309
	Iteration 76Q: 3 clusters Score -1608616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1608617.250000 Penalty: 4797.591309
	Iteration 77Q: 3 clusters Score -1608617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1608620.875000 Penalty: 4797.591309
	Iteration 78Q: 3 clusters Score -1608621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1608622.000000 Penalty: 4797.591309
	Iteration 79Q: 3 clusters Score -1608622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1608619.875000 Penalty: 4797.591309
	Iteration 80F: 3 clusters Score -1608620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1608617.125000 Penalty: 4797.591309
	Iteration 81Q: 3 clusters Score -1608617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1608619.500000 Penalty: 4797.591309
	Iteration 82Q: 3 clusters Score -1608620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1608618.875000 Penalty: 4797.591309
	Iteration 83Q: 3 clusters Score -1608619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1608621.125000 Penalty: 4797.591309
	Iteration 84Q: 3 clusters Score -1608621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1608620.125000 Penalty: 4797.591309
	Iteration 85Q: 3 clusters Score -1608620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1608618.750000 Penalty: 4797.591309
	Iteration 86Q: 3 clusters Score -1608619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1608620.875000 Penalty: 4797.591309
	Iteration 87Q: 3 clusters Score -1608621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1608619.375000 Penalty: 4797.591309
	Iteration 88Q: 3 clusters Score -1608619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1608619.375000 Penalty: 4797.591309
	Iteration 89F: 3 clusters Score -1608619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Entering Unmasked Estep 
Score: -16087943.000000 Penalty: 2944.263916
	Iteration 0F: 2 clusters Score -1.608794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -15991852.000000 Penalty: 5888.527832
	Iteration 0F: 3 clusters Score -1.599185e+07 nChanged 68461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -16031585.000000 Penalty: 5888.527832
	Iteration 1F: 3 clusters Score -1.603158e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -16032606.000000 Penalty: 5888.527832
	Iteration 2Q: 3 clusters Score -1.603261e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -16034541.000000 Penalty: 5888.527832
	Iteration 3Q: 3 clusters Score -1.603454e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -16037897.000000 Penalty: 5888.527832
	Iteration 4F: 3 clusters Score -1.60379e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -16043945.000000 Penalty: 5888.527832
	Iteration 5F: 3 clusters Score -1.604394e+07 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111372 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -16054346.000000 Penalty: 5888.527832
	Iteration 6F: 3 clusters Score -1.605435e+07 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124442 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -16066811.000000 Penalty: 5888.527832
	Iteration 7F: 3 clusters Score -1.606681e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134458 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -16076940.000000 Penalty: 5888.527832
	Iteration 8F: 3 clusters Score -1.607694e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139976 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -16082298.000000 Penalty: 5888.527832
	Iteration 9Q: 3 clusters Score -1.60823e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142072 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -16084316.000000 Penalty: 5888.527832
	Iteration 10Q: 3 clusters Score -1.608432e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142741 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16084931.000000 Penalty: 5888.527832
	Iteration 11Q: 3 clusters Score -1.608493e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142914 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16085139.000000 Penalty: 5888.527832
	Iteration 12Q: 3 clusters Score -1.608514e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16085235.000000 Penalty: 5888.527832
	Iteration 13Q: 3 clusters Score -1.608524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16085296.000000 Penalty: 5888.527832
	Iteration 14Q: 3 clusters Score -1.60853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142982 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16085334.000000 Penalty: 5888.527832
	Iteration 15Q: 3 clusters Score -1.608533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142982 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16085338.000000 Penalty: 5888.527832
	Iteration 16Q: 3 clusters Score -1.608534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142986 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16085356.000000 Penalty: 5888.527832
	Iteration 17Q: 3 clusters Score -1.608536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142982 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16085368.000000 Penalty: 5888.527832
	Iteration 18Q: 3 clusters Score -1.608537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16085373.000000 Penalty: 5888.527832
	Iteration 19Q: 3 clusters Score -1.608537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142980 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16085369.000000 Penalty: 5888.527832
	Iteration 20F: 3 clusters Score -1.608537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16085369.000000 Penalty: 5888.527832
	Iteration 21Q: 3 clusters Score -1.608537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16085369.000000 Penalty: 5888.527832
	Iteration 22F: 3 clusters Score -1.608537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -825438.062500 Penalty: 2209.724854
	Iteration 0F: 2 clusters Score -825438.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -819442.812500 Penalty: 4419.449707
	Iteration 0F: 3 clusters Score -819442.8 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -821299.875000 Penalty: 4419.449707
	Iteration 1F: 3 clusters Score -821299.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -821879.562500 Penalty: 4419.449707
	Iteration 2F: 3 clusters Score -821879.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -822340.312500 Penalty: 4419.449707
	Iteration 3F: 3 clusters Score -822340.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -822689.937500 Penalty: 4419.449707
	Iteration 4F: 3 clusters Score -822689.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -823002.125000 Penalty: 4419.449707
	Iteration 5F: 3 clusters Score -823002.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -823271.812500 Penalty: 4419.449707
	Iteration 6Q: 3 clusters Score -823271.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -823458.937500 Penalty: 4419.449707
	Iteration 7Q: 3 clusters Score -823458.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -823607.562500 Penalty: 4419.449707
	Iteration 8Q: 3 clusters Score -823607.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -823752.187500 Penalty: 4419.449707
	Iteration 9Q: 3 clusters Score -823752.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -823878.937500 Penalty: 4419.449707
	Iteration 10Q: 3 clusters Score -823878.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -823976.000000 Penalty: 4419.449707
	Iteration 11Q: 3 clusters Score -823976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -824041.000000 Penalty: 4419.449707
	Iteration 12Q: 3 clusters Score -824041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -824078.062500 Penalty: 4419.449707
	Iteration 13Q: 3 clusters Score -824078.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -824110.937500 Penalty: 4419.449707
	Iteration 14Q: 3 clusters Score -824110.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -824127.812500 Penalty: 4419.449707
	Iteration 15Q: 3 clusters Score -824127.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -824147.000000 Penalty: 4419.449707
	Iteration 16Q: 3 clusters Score -824147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -824155.687500 Penalty: 4419.449707
	Iteration 17Q: 3 clusters Score -824155.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -824164.875000 Penalty: 4419.449707
	Iteration 18Q: 3 clusters Score -824164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -824165.312500 Penalty: 4419.449707
	Iteration 19Q: 3 clusters Score -824165.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -824170.625000 Penalty: 4419.449707
	Iteration 20F: 3 clusters Score -824170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -824174.375000 Penalty: 4419.449707
	Iteration 21Q: 3 clusters Score -824174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -824175.625000 Penalty: 4419.449707
	Iteration 22Q: 3 clusters Score -824175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -824175.500000 Penalty: 4419.449707
	Iteration 23Q: 3 clusters Score -824175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -824177.500000 Penalty: 4419.449707
	Iteration 24Q: 3 clusters Score -824177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -824177.937500 Penalty: 4419.449707
	Iteration 25Q: 3 clusters Score -824177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -824180.625000 Penalty: 4419.449707
	Iteration 26Q: 3 clusters Score -824180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -824182.062500 Penalty: 4419.449707
	Iteration 27Q: 3 clusters Score -824182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -824182.937500 Penalty: 4419.449707
	Iteration 28Q: 3 clusters Score -824182.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -824182.937500 Penalty: 4419.449707
	Iteration 29F: 3 clusters Score -824182.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Entering Unmasked Estep 
Score: -4229747.500000 Penalty: 2611.715088
	Iteration 0F: 2 clusters Score -4229748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4204220.000000 Penalty: 5223.430176
	Iteration 0F: 3 clusters Score -4204220 nChanged 17150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4213907.500000 Penalty: 5223.430176
	Iteration 1F: 3 clusters Score -4213908 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4215136.500000 Penalty: 5223.430176
	Iteration 2F: 3 clusters Score -4215136 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -4216746.500000 Penalty: 5223.430176
	Iteration 3F: 3 clusters Score -4216746 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4218716.500000 Penalty: 5223.430176
	Iteration 4F: 3 clusters Score -4218716 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4220743.500000 Penalty: 5223.430176
	Iteration 5F: 3 clusters Score -4220744 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4222484.000000 Penalty: 5223.430176
	Iteration 6F: 3 clusters Score -4222484 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -4223822.500000 Penalty: 5223.430176
	Iteration 7F: 3 clusters Score -4223822 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4224796.000000 Penalty: 5223.430176
	Iteration 8Q: 3 clusters Score -4224796 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -4225548.000000 Penalty: 5223.430176
	Iteration 9Q: 3 clusters Score -4225548 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -4226196.000000 Penalty: 5223.430176
	Iteration 10Q: 3 clusters Score -4226196 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -4226821.500000 Penalty: 5223.430176
	Iteration 11Q: 3 clusters Score -4226822 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -4227481.000000 Penalty: 5223.430176
	Iteration 12Q: 3 clusters Score -4227481 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4228062.500000 Penalty: 5223.430176
	Iteration 13Q: 3 clusters Score -4228062 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4228602.500000 Penalty: 5223.430176
	Iteration 14Q: 3 clusters Score -4228602 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4229008.500000 Penalty: 5223.430176
	Iteration 15Q: 3 clusters Score -4229008 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4229242.500000 Penalty: 5223.430176
	Iteration 16Q: 3 clusters Score -4229242 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -4229366.500000 Penalty: 5223.430176
	Iteration 17Q: 3 clusters Score -4229366 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4229407.500000 Penalty: 5223.430176
	Iteration 18Q: 3 clusters Score -4229408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4229439.000000 Penalty: 5223.430176
	Iteration 19Q: 3 clusters Score -4229439 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4229452.500000 Penalty: 5223.430176
	Iteration 20F: 3 clusters Score -4229452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4229473.000000 Penalty: 5223.430176
	Iteration 21Q: 3 clusters Score -4229473 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4229493.500000 Penalty: 5223.430176
	Iteration 22Q: 3 clusters Score -4229494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4229498.000000 Penalty: 5223.430176
	Iteration 23Q: 3 clusters Score -4229498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4229513.500000 Penalty: 5223.430176
	Iteration 24Q: 3 clusters Score -4229514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4229509.500000 Penalty: 5223.430176
	Iteration 25Q: 3 clusters Score -4229510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4229511.000000 Penalty: 5223.430176
	Iteration 26Q: 3 clusters Score -4229511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4229509.500000 Penalty: 5223.430176
	Iteration 27Q: 3 clusters Score -4229510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -4229509.500000 Penalty: 5223.430176
	Iteration 28Q: 3 clusters Score -4229510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4229515.000000 Penalty: 5223.430176
	Iteration 29Q: 3 clusters Score -4229515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -4229515.500000 Penalty: 5223.430176
	Iteration 30Q: 3 clusters Score -4229516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4229520.000000 Penalty: 5223.430176
	Iteration 31Q: 3 clusters Score -4229520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -4229521.000000 Penalty: 5223.430176
	Iteration 32Q: 3 clusters Score -4229521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4229524.000000 Penalty: 5223.430176
	Iteration 33Q: 3 clusters Score -4229524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4229531.000000 Penalty: 5223.430176
	Iteration 34Q: 3 clusters Score -4229531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4229525.500000 Penalty: 5223.430176
	Iteration 35Q: 3 clusters Score -4229526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -4229528.500000 Penalty: 5223.430176
	Iteration 36Q: 3 clusters Score -4229528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4229525.500000 Penalty: 5223.430176
	Iteration 37Q: 3 clusters Score -4229526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -4229526.000000 Penalty: 5223.430176
	Iteration 38Q: 3 clusters Score -4229526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -4229526.500000 Penalty: 5223.430176
	Iteration 39Q: 3 clusters Score -4229526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4229526.500000 Penalty: 5223.430176
	Iteration 40F: 3 clusters Score -4229526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4229528.000000 Penalty: 5223.430176
	Iteration 41Q: 3 clusters Score -4229528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4229528.500000 Penalty: 5223.430176
	Iteration 42Q: 3 clusters Score -4229528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -4229534.500000 Penalty: 5223.430176
	Iteration 43Q: 3 clusters Score -4229534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4229540.500000 Penalty: 5223.430176
	Iteration 44Q: 3 clusters Score -4229540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4229540.000000 Penalty: 5223.430176
	Iteration 45Q: 3 clusters Score -4229540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4229540.000000 Penalty: 5223.430176
	Iteration 46F: 3 clusters Score -4229540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -1084894.250000 Penalty: 2285.820557
	Iteration 0F: 2 clusters Score -1084894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1077147.500000 Penalty: 4571.641113
	Iteration 0F: 3 clusters Score -1077148 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1079363.250000 Penalty: 4571.641113
	Iteration 1F: 3 clusters Score -1079363 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1079665.250000 Penalty: 4571.641113
	Iteration 2F: 3 clusters Score -1079665 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1079895.750000 Penalty: 4571.641113
	Iteration 3F: 3 clusters Score -1079896 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1080103.875000 Penalty: 4571.641113
	Iteration 4Q: 3 clusters Score -1080104 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1080294.000000 Penalty: 4571.641113
	Iteration 5Q: 3 clusters Score -1080294 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1080523.000000 Penalty: 4571.641113
	Iteration 6Q: 3 clusters Score -1080523 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1080764.750000 Penalty: 4571.641113
	Iteration 7Q: 3 clusters Score -1080765 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1081007.375000 Penalty: 4571.641113
	Iteration 8Q: 3 clusters Score -1081007 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1081240.875000 Penalty: 4571.641113
	Iteration 9Q: 3 clusters Score -1081241 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1081470.000000 Penalty: 4571.641113
	Iteration 10Q: 3 clusters Score -1081470 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1081694.875000 Penalty: 4571.641113
	Iteration 11Q: 3 clusters Score -1081695 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1081906.625000 Penalty: 4571.641113
	Iteration 12Q: 3 clusters Score -1081907 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1082095.500000 Penalty: 4571.641113
	Iteration 13Q: 3 clusters Score -1082096 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1082272.625000 Penalty: 4571.641113
	Iteration 14Q: 3 clusters Score -1082273 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1082429.375000 Penalty: 4571.641113
	Iteration 15Q: 3 clusters Score -1082429 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1082543.125000 Penalty: 4571.641113
	Iteration 16Q: 3 clusters Score -1082543 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1082639.500000 Penalty: 4571.641113
	Iteration 17Q: 3 clusters Score -1082640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1082707.000000 Penalty: 4571.641113
	Iteration 18Q: 3 clusters Score -1082707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1082773.375000 Penalty: 4571.641113
	Iteration 19Q: 3 clusters Score -1082773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1082808.875000 Penalty: 4571.641113
	Iteration 20F: 3 clusters Score -1082809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1082839.875000 Penalty: 4571.641113
	Iteration 21Q: 3 clusters Score -1082840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1082871.000000 Penalty: 4571.641113
	Iteration 22Q: 3 clusters Score -1082871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1082892.625000 Penalty: 4571.641113
	Iteration 23Q: 3 clusters Score -1082893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1082910.250000 Penalty: 4571.641113
	Iteration 24Q: 3 clusters Score -1082910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1082920.125000 Penalty: 4571.641113
	Iteration 25Q: 3 clusters Score -1082920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1082930.875000 Penalty: 4571.641113
	Iteration 26Q: 3 clusters Score -1082931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1082932.750000 Penalty: 4571.641113
	Iteration 27Q: 3 clusters Score -1082933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1082935.375000 Penalty: 4571.641113
	Iteration 28Q: 3 clusters Score -1082935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1082938.250000 Penalty: 4571.641113
	Iteration 29Q: 3 clusters Score -1082938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1082942.250000 Penalty: 4571.641113
	Iteration 30Q: 3 clusters Score -1082942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1082945.250000 Penalty: 4571.641113
	Iteration 31Q: 3 clusters Score -1082945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1082948.375000 Penalty: 4571.641113
	Iteration 32Q: 3 clusters Score -1082948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1082948.125000 Penalty: 4571.641113
	Iteration 33Q: 3 clusters Score -1082948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1082948.125000 Penalty: 4571.641113
	Iteration 34Q: 3 clusters Score -1082948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1082949.500000 Penalty: 4571.641113
	Iteration 35Q: 3 clusters Score -1082950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1082950.500000 Penalty: 4571.641113
	Iteration 36Q: 3 clusters Score -1082950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1082953.250000 Penalty: 4571.641113
	Iteration 37Q: 3 clusters Score -1082953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1082954.375000 Penalty: 4571.641113
	Iteration 38Q: 3 clusters Score -1082954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1082956.000000 Penalty: 4571.641113
	Iteration 39Q: 3 clusters Score -1082956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1082955.375000 Penalty: 4571.641113
	Iteration 40F: 3 clusters Score -1082955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1082958.250000 Penalty: 4571.641113
	Iteration 41Q: 3 clusters Score -1082958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1082958.375000 Penalty: 4571.641113
	Iteration 42Q: 3 clusters Score -1082958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1082957.125000 Penalty: 4571.641113
	Iteration 43Q: 3 clusters Score -1082957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1082957.125000 Penalty: 4571.641113
	Iteration 44F: 3 clusters Score -1082957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110492 members 
Entering Unmasked Estep 
Score: -12433985.000000 Penalty: 2879.949219
	Iteration 0F: 2 clusters Score -1.243398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -12359705.000000 Penalty: 5759.898438
	Iteration 0F: 3 clusters Score -1.23597e+07 nChanged 52647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -12390402.000000 Penalty: 5759.898438
	Iteration 1F: 3 clusters Score -1.23904e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -12391967.000000 Penalty: 5759.898438
	Iteration 2Q: 3 clusters Score -1.239197e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -12394335.000000 Penalty: 5759.898438
	Iteration 3Q: 3 clusters Score -1.239434e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -12398434.000000 Penalty: 5759.898438
	Iteration 4F: 3 clusters Score -1.239843e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -12405237.000000 Penalty: 5759.898438
	Iteration 5F: 3 clusters Score -1.240524e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 91732 members 
Entering Unmasked Estep 
Score: -12414173.000000 Penalty: 5759.898438
	Iteration 6F: 3 clusters Score -1.241417e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 100307 members 
Entering Unmasked Estep 
Score: -12422550.000000 Penalty: 5759.898438
	Iteration 7F: 3 clusters Score -1.242255e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -12428066.000000 Penalty: 5759.898438
	Iteration 8F: 3 clusters Score -1.242807e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -12430558.000000 Penalty: 5759.898438
	Iteration 9Q: 3 clusters Score -1.243056e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -12431537.000000 Penalty: 5759.898438
	Iteration 10Q: 3 clusters Score -1.243154e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 109524 members 
Entering Unmasked Estep 
Score: -12431972.000000 Penalty: 5759.898438
	Iteration 11Q: 3 clusters Score -1.243197e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 109577 members 
Entering Unmasked Estep 
Score: -12432188.000000 Penalty: 5759.898438
	Iteration 12Q: 3 clusters Score -1.243219e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 109584 members 
Entering Unmasked Estep 
Score: -12432380.000000 Penalty: 5759.898438
	Iteration 13Q: 3 clusters Score -1.243238e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 109578 members 
Entering Unmasked Estep 
Score: -12432495.000000 Penalty: 5759.898438
	Iteration 14Q: 3 clusters Score -1.24325e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -12432553.000000 Penalty: 5759.898438
	Iteration 15Q: 3 clusters Score -1.243255e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -12432578.000000 Penalty: 5759.898438
	Iteration 16Q: 3 clusters Score -1.243258e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 109514 members 
Entering Unmasked Estep 
Score: -12432581.000000 Penalty: 5759.898438
	Iteration 17Q: 3 clusters Score -1.243258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 109505 members 
Entering Unmasked Estep 
Score: -12432593.000000 Penalty: 5759.898438
	Iteration 18Q: 3 clusters Score -1.243259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 109492 members 
Entering Unmasked Estep 
Score: -12432613.000000 Penalty: 5759.898438
	Iteration 19Q: 3 clusters Score -1.243261e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 109483 members 
Entering Unmasked Estep 
Score: -12432622.000000 Penalty: 5759.898438
	Iteration 20F: 3 clusters Score -1.243262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 109480 members 
Entering Unmasked Estep 
Score: -12432628.000000 Penalty: 5759.898438
	Iteration 21Q: 3 clusters Score -1.243263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 109475 members 
Entering Unmasked Estep 
Score: -12432634.000000 Penalty: 5759.898438
	Iteration 22Q: 3 clusters Score -1.243263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 109469 members 
Entering Unmasked Estep 
Score: -12432622.000000 Penalty: 5759.898438
	Iteration 23Q: 3 clusters Score -1.243262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 109464 members 
Entering Unmasked Estep 
Score: -12432624.000000 Penalty: 5759.898438
	Iteration 24Q: 3 clusters Score -1.243262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -12432644.000000 Penalty: 5759.898438
	Iteration 25Q: 3 clusters Score -1.243264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 109460 members 
Entering Unmasked Estep 
Score: -12432639.000000 Penalty: 5759.898438
	Iteration 26Q: 3 clusters Score -1.243264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -12432646.000000 Penalty: 5759.898438
	Iteration 27Q: 3 clusters Score -1.243265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -12432637.000000 Penalty: 5759.898438
	Iteration 28Q: 3 clusters Score -1.243264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 109449 members 
Entering Unmasked Estep 
Score: -12432644.000000 Penalty: 5759.898438
	Iteration 29Q: 3 clusters Score -1.243264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -12432647.000000 Penalty: 5759.898438
	Iteration 30Q: 3 clusters Score -1.243265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -12432649.000000 Penalty: 5759.898438
	Iteration 31Q: 3 clusters Score -1.243265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -12432656.000000 Penalty: 5759.898438
	Iteration 32Q: 3 clusters Score -1.243266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -12432656.000000 Penalty: 5759.898438
	Iteration 33F: 3 clusters Score -1.243266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Entering Unmasked Estep 
Score: -540744.687500 Penalty: 2112.907959
	Iteration 0F: 2 clusters Score -540744.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -536205.812500 Penalty: 4225.815918
	Iteration 0F: 3 clusters Score -536205.8 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -537348.625000 Penalty: 4225.815918
	Iteration 1F: 3 clusters Score -537348.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -537578.875000 Penalty: 4225.815918
	Iteration 2F: 3 clusters Score -537578.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -537752.562500 Penalty: 4225.815918
	Iteration 3F: 3 clusters Score -537752.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -537901.437500 Penalty: 4225.815918
	Iteration 4Q: 3 clusters Score -537901.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -538085.125000 Penalty: 4225.815918
	Iteration 5Q: 3 clusters Score -538085.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -538334.250000 Penalty: 4225.815918
	Iteration 6Q: 3 clusters Score -538334.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -538639.750000 Penalty: 4225.815918
	Iteration 7F: 3 clusters Score -538639.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -538913.875000 Penalty: 4225.815918
	Iteration 8Q: 3 clusters Score -538913.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -539168.187500 Penalty: 4225.815918
	Iteration 9Q: 3 clusters Score -539168.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -539362.187500 Penalty: 4225.815918
	Iteration 10Q: 3 clusters Score -539362.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -539479.937500 Penalty: 4225.815918
	Iteration 11Q: 3 clusters Score -539479.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -539544.250000 Penalty: 4225.815918
	Iteration 12Q: 3 clusters Score -539544.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -539596.562500 Penalty: 4225.815918
	Iteration 13Q: 3 clusters Score -539596.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -539640.062500 Penalty: 4225.815918
	Iteration 14Q: 3 clusters Score -539640.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -539667.875000 Penalty: 4225.815918
	Iteration 15Q: 3 clusters Score -539667.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -539692.812500 Penalty: 4225.815918
	Iteration 16Q: 3 clusters Score -539692.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -539722.750000 Penalty: 4225.815918
	Iteration 17Q: 3 clusters Score -539722.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -539748.500000 Penalty: 4225.815918
	Iteration 18Q: 3 clusters Score -539748.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -539763.375000 Penalty: 4225.815918
	Iteration 19Q: 3 clusters Score -539763.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -539776.562500 Penalty: 4225.815918
	Iteration 20F: 3 clusters Score -539776.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -539785.750000 Penalty: 4225.815918
	Iteration 21Q: 3 clusters Score -539785.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -539792.375000 Penalty: 4225.815918
	Iteration 22Q: 3 clusters Score -539792.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -539797.687500 Penalty: 4225.815918
	Iteration 23Q: 3 clusters Score -539797.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -539799.750000 Penalty: 4225.815918
	Iteration 24Q: 3 clusters Score -539799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -539801.500000 Penalty: 4225.815918
	Iteration 25Q: 3 clusters Score -539801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -539803.000000 Penalty: 4225.815918
	Iteration 26Q: 3 clusters Score -539803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -539804.437500 Penalty: 4225.815918
	Iteration 27Q: 3 clusters Score -539804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -539806.562500 Penalty: 4225.815918
	Iteration 28Q: 3 clusters Score -539806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -539807.312500 Penalty: 4225.815918
	Iteration 29Q: 3 clusters Score -539807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -539807.312500 Penalty: 4225.815918
	Iteration 30Q: 3 clusters Score -539807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -539807.312500 Penalty: 4225.815918
	Iteration 31F: 3 clusters Score -539807.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -561029.062500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -561029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -556323.687500 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -556323.7 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -557547.937500 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -557547.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -557770.562500 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -557770.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -557910.125000 Penalty: 4253.803711
	Iteration 3Q: 3 clusters Score -557910.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -558008.875000 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -558008.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -558098.687500 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -558098.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -558176.687500 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -558176.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -558227.562500 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -558227.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -558270.312500 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -558270.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -558305.687500 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -558305.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -558342.375000 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -558342.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -558377.937500 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -558377.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -558409.000000 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -558409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -558444.062500 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -558444.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -558473.875000 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -558473.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -558500.000000 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -558500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -558521.500000 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -558521.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -558544.375000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -558544.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -558574.312500 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -558574.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -558601.375000 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -558601.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -558623.750000 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -558623.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -558643.187500 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -558643.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -558665.625000 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -558665.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -558687.312500 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -558687.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -558710.312500 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -558710.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -558734.500000 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -558734.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -558754.375000 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -558754.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -558772.937500 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -558772.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -558794.687500 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -558794.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -558811.312500 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -558811.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -558827.500000 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -558827.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -558842.625000 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -558842.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -558860.375000 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -558860.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -558878.062500 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -558878.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -558902.187500 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -558902.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -558928.875000 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -558928.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -558958.375000 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -558958.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -558991.250000 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -558991.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -559018.062500 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -559018.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -559046.125000 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -559046.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -559091.875000 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -559091.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -559159.437500 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -559159.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -559228.812500 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -559228.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -559299.500000 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -559299.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -559380.625000 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -559380.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -559460.000000 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -559460 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -559516.875000 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -559516.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -559561.812500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -559561.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -559591.187500 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -559591.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -559623.375000 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -559623.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -559652.125000 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -559652.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -559678.937500 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -559678.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -559699.437500 Penalty: 4253.803711
	Iteration 52Q: 3 clusters Score -559699.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -559714.250000 Penalty: 4253.803711
	Iteration 53Q: 3 clusters Score -559714.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -559725.500000 Penalty: 4253.803711
	Iteration 54Q: 3 clusters Score -559725.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -559732.750000 Penalty: 4253.803711
	Iteration 55Q: 3 clusters Score -559732.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -559737.500000 Penalty: 4253.803711
	Iteration 56Q: 3 clusters Score -559737.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -559742.500000 Penalty: 4253.803711
	Iteration 57Q: 3 clusters Score -559742.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -559749.437500 Penalty: 4253.803711
	Iteration 58Q: 3 clusters Score -559749.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -559753.312500 Penalty: 4253.803711
	Iteration 59Q: 3 clusters Score -559753.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -559757.125000 Penalty: 4253.803711
	Iteration 60F: 3 clusters Score -559757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -559759.187500 Penalty: 4253.803711
	Iteration 61Q: 3 clusters Score -559759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -559760.312500 Penalty: 4253.803711
	Iteration 62Q: 3 clusters Score -559760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -559761.187500 Penalty: 4253.803711
	Iteration 63Q: 3 clusters Score -559761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -559761.687500 Penalty: 4253.803711
	Iteration 64Q: 3 clusters Score -559761.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -559761.687500 Penalty: 4253.803711
	Iteration 65F: 3 clusters Score -559761.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Entering Unmasked Estep 
Score: -803304.812500 Penalty: 2224.509521
	Iteration 0F: 2 clusters Score -803304.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -796945.312500 Penalty: 4449.019043
	Iteration 0F: 3 clusters Score -796945.3 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -798694.125000 Penalty: 4449.019043
	Iteration 1F: 3 clusters Score -798694.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -799009.375000 Penalty: 4449.019043
	Iteration 2F: 3 clusters Score -799009.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -799288.062500 Penalty: 4449.019043
	Iteration 3F: 3 clusters Score -799288.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -799543.562500 Penalty: 4449.019043
	Iteration 4F: 3 clusters Score -799543.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -799791.437500 Penalty: 4449.019043
	Iteration 5Q: 3 clusters Score -799791.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -800063.625000 Penalty: 4449.019043
	Iteration 6Q: 3 clusters Score -800063.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -800356.687500 Penalty: 4449.019043
	Iteration 7Q: 3 clusters Score -800356.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -800648.562500 Penalty: 4449.019043
	Iteration 8Q: 3 clusters Score -800648.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -800910.750000 Penalty: 4449.019043
	Iteration 9Q: 3 clusters Score -800910.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -801146.125000 Penalty: 4449.019043
	Iteration 10Q: 3 clusters Score -801146.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -801320.625000 Penalty: 4449.019043
	Iteration 11Q: 3 clusters Score -801320.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -801449.875000 Penalty: 4449.019043
	Iteration 12Q: 3 clusters Score -801449.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -801526.812500 Penalty: 4449.019043
	Iteration 13Q: 3 clusters Score -801526.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -801582.937500 Penalty: 4449.019043
	Iteration 14Q: 3 clusters Score -801582.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -801625.375000 Penalty: 4449.019043
	Iteration 15Q: 3 clusters Score -801625.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -801664.375000 Penalty: 4449.019043
	Iteration 16Q: 3 clusters Score -801664.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -801694.375000 Penalty: 4449.019043
	Iteration 17Q: 3 clusters Score -801694.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -801723.875000 Penalty: 4449.019043
	Iteration 18Q: 3 clusters Score -801723.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -801754.000000 Penalty: 4449.019043
	Iteration 19Q: 3 clusters Score -801754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -801787.562500 Penalty: 4449.019043
	Iteration 20F: 3 clusters Score -801787.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -801808.937500 Penalty: 4449.019043
	Iteration 21Q: 3 clusters Score -801808.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -801827.812500 Penalty: 4449.019043
	Iteration 22Q: 3 clusters Score -801827.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -801840.500000 Penalty: 4449.019043
	Iteration 23Q: 3 clusters Score -801840.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -801853.000000 Penalty: 4449.019043
	Iteration 24Q: 3 clusters Score -801853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -801862.750000 Penalty: 4449.019043
	Iteration 25Q: 3 clusters Score -801862.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -801870.625000 Penalty: 4449.019043
	Iteration 26Q: 3 clusters Score -801870.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -801877.562500 Penalty: 4449.019043
	Iteration 27Q: 3 clusters Score -801877.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -801877.437500 Penalty: 4449.019043
	Iteration 28Q: 3 clusters Score -801877.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -801883.062500 Penalty: 4449.019043
	Iteration 29Q: 3 clusters Score -801883.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -801885.750000 Penalty: 4449.019043
	Iteration 30Q: 3 clusters Score -801885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -801885.250000 Penalty: 4449.019043
	Iteration 31Q: 3 clusters Score -801885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -801885.625000 Penalty: 4449.019043
	Iteration 32Q: 3 clusters Score -801885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -801887.937500 Penalty: 4449.019043
	Iteration 33Q: 3 clusters Score -801887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -801888.062500 Penalty: 4449.019043
	Iteration 34Q: 3 clusters Score -801888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -801888.187500 Penalty: 4449.019043
	Iteration 35Q: 3 clusters Score -801888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -801888.187500 Penalty: 4449.019043
	Iteration 36Q: 3 clusters Score -801888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -801888.312500 Penalty: 4449.019043
	Iteration 37Q: 3 clusters Score -801888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -801889.437500 Penalty: 4449.019043
	Iteration 38Q: 3 clusters Score -801889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -801889.687500 Penalty: 4449.019043
	Iteration 39Q: 3 clusters Score -801889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -801889.250000 Penalty: 4449.019043
	Iteration 40F: 3 clusters Score -801889.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128381 members 
Entering Unmasked Estep 
Score: -14467718.000000 Penalty: 2917.163818
	Iteration 0F: 2 clusters Score -1.446772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -14381958.000000 Penalty: 5834.327637
	Iteration 0F: 3 clusters Score -1.438196e+07 nChanged 61245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -14417439.000000 Penalty: 5834.327637
	Iteration 1F: 3 clusters Score -1.441744e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -14418452.000000 Penalty: 5834.327637
	Iteration 2Q: 3 clusters Score -1.441845e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -14419485.000000 Penalty: 5834.327637
	Iteration 3Q: 3 clusters Score -1.441948e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -14420581.000000 Penalty: 5834.327637
	Iteration 4Q: 3 clusters Score -1.442058e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -14421663.000000 Penalty: 5834.327637
	Iteration 5Q: 3 clusters Score -1.442166e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -14423068.000000 Penalty: 5834.327637
	Iteration 6Q: 3 clusters Score -1.442307e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -14424630.000000 Penalty: 5834.327637
	Iteration 7Q: 3 clusters Score -1.442463e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -14426822.000000 Penalty: 5834.327637
	Iteration 8Q: 3 clusters Score -1.442682e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -14430399.000000 Penalty: 5834.327637
	Iteration 9Q: 3 clusters Score -1.44304e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -14435492.000000 Penalty: 5834.327637
	Iteration 10F: 3 clusters Score -1.443549e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -14441384.000000 Penalty: 5834.327637
	Iteration 11F: 3 clusters Score -1.444138e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -14446603.000000 Penalty: 5834.327637
	Iteration 12F: 3 clusters Score -1.44466e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -14450079.000000 Penalty: 5834.327637
	Iteration 13Q: 3 clusters Score -1.445008e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -14452237.000000 Penalty: 5834.327637
	Iteration 14Q: 3 clusters Score -1.445224e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -14453789.000000 Penalty: 5834.327637
	Iteration 15Q: 3 clusters Score -1.445379e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107424 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -14455268.000000 Penalty: 5834.327637
	Iteration 16Q: 3 clusters Score -1.445527e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -14456676.000000 Penalty: 5834.327637
	Iteration 17Q: 3 clusters Score -1.445668e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112611 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -14458078.000000 Penalty: 5834.327637
	Iteration 18Q: 3 clusters Score -1.445808e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114863 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -14459257.000000 Penalty: 5834.327637
	Iteration 19Q: 3 clusters Score -1.445926e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -14460304.000000 Penalty: 5834.327637
	Iteration 20F: 3 clusters Score -1.44603e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -14461184.000000 Penalty: 5834.327637
	Iteration 21Q: 3 clusters Score -1.446118e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119941 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -14461984.000000 Penalty: 5834.327637
	Iteration 22Q: 3 clusters Score -1.446198e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -14462641.000000 Penalty: 5834.327637
	Iteration 23Q: 3 clusters Score -1.446264e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122188 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -14463092.000000 Penalty: 5834.327637
	Iteration 24Q: 3 clusters Score -1.446309e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123048 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -14463545.000000 Penalty: 5834.327637
	Iteration 25Q: 3 clusters Score -1.446354e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123767 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -14463846.000000 Penalty: 5834.327637
	Iteration 26Q: 3 clusters Score -1.446385e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124387 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -14464120.000000 Penalty: 5834.327637
	Iteration 27Q: 3 clusters Score -1.446412e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124913 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -14464397.000000 Penalty: 5834.327637
	Iteration 28Q: 3 clusters Score -1.44644e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125341 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -14464584.000000 Penalty: 5834.327637
	Iteration 29Q: 3 clusters Score -1.446458e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -14464784.000000 Penalty: 5834.327637
	Iteration 30Q: 3 clusters Score -1.446478e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125938 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -14464885.000000 Penalty: 5834.327637
	Iteration 31Q: 3 clusters Score -1.446488e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -14465003.000000 Penalty: 5834.327637
	Iteration 32Q: 3 clusters Score -1.4465e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126331 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -14465081.000000 Penalty: 5834.327637
	Iteration 33Q: 3 clusters Score -1.446508e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126465 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -14465138.000000 Penalty: 5834.327637
	Iteration 34Q: 3 clusters Score -1.446514e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -14465204.000000 Penalty: 5834.327637
	Iteration 35Q: 3 clusters Score -1.44652e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126695 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -14465276.000000 Penalty: 5834.327637
	Iteration 36Q: 3 clusters Score -1.446528e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -14465313.000000 Penalty: 5834.327637
	Iteration 37Q: 3 clusters Score -1.446531e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126850 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14465357.000000 Penalty: 5834.327637
	Iteration 38Q: 3 clusters Score -1.446536e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126912 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14465384.000000 Penalty: 5834.327637
	Iteration 39Q: 3 clusters Score -1.446538e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126972 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -14465430.000000 Penalty: 5834.327637
	Iteration 40F: 3 clusters Score -1.446543e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127019 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -14465468.000000 Penalty: 5834.327637
	Iteration 41Q: 3 clusters Score -1.446547e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127073 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14465518.000000 Penalty: 5834.327637
	Iteration 42Q: 3 clusters Score -1.446552e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127125 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14465563.000000 Penalty: 5834.327637
	Iteration 43Q: 3 clusters Score -1.446556e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -14465593.000000 Penalty: 5834.327637
	Iteration 44Q: 3 clusters Score -1.446559e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -14465613.000000 Penalty: 5834.327637
	Iteration 45Q: 3 clusters Score -1.446561e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127220 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14465652.000000 Penalty: 5834.327637
	Iteration 46Q: 3 clusters Score -1.446565e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127247 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -14465687.000000 Penalty: 5834.327637
	Iteration 47Q: 3 clusters Score -1.446569e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127271 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -14465731.000000 Penalty: 5834.327637
	Iteration 48Q: 3 clusters Score -1.446573e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127291 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14465717.000000 Penalty: 5834.327637
	Iteration 49Q: 3 clusters Score -1.446572e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -14465726.000000 Penalty: 5834.327637
	Iteration 50Q: 3 clusters Score -1.446573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127296 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -14465747.000000 Penalty: 5834.327637
	Iteration 51Q: 3 clusters Score -1.446575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127305 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -14465761.000000 Penalty: 5834.327637
	Iteration 52Q: 3 clusters Score -1.446576e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127317 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -14465779.000000 Penalty: 5834.327637
	Iteration 53Q: 3 clusters Score -1.446578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -14465787.000000 Penalty: 5834.327637
	Iteration 54Q: 3 clusters Score -1.446579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -14465793.000000 Penalty: 5834.327637
	Iteration 55Q: 3 clusters Score -1.446579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127321 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14465811.000000 Penalty: 5834.327637
	Iteration 56Q: 3 clusters Score -1.446581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127322 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14465811.000000 Penalty: 5834.327637
	Iteration 57Q: 3 clusters Score -1.446581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127324 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -14465803.000000 Penalty: 5834.327637
	Iteration 58Q: 3 clusters Score -1.44658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14465811.000000 Penalty: 5834.327637
	Iteration 59Q: 3 clusters Score -1.446581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127316 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14465820.000000 Penalty: 5834.327637
	Iteration 60F: 3 clusters Score -1.446582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127314 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14465829.000000 Penalty: 5834.327637
	Iteration 61Q: 3 clusters Score -1.446583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127314 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14465813.000000 Penalty: 5834.327637
	Iteration 62Q: 3 clusters Score -1.446581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127316 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14465816.000000 Penalty: 5834.327637
	Iteration 63Q: 3 clusters Score -1.446582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14465819.000000 Penalty: 5834.327637
	Iteration 64Q: 3 clusters Score -1.446582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14465831.000000 Penalty: 5834.327637
	Iteration 65Q: 3 clusters Score -1.446583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127315 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14465832.000000 Penalty: 5834.327637
	Iteration 66Q: 3 clusters Score -1.446583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127315 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14465846.000000 Penalty: 5834.327637
	Iteration 67Q: 3 clusters Score -1.446585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127314 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14465841.000000 Penalty: 5834.327637
	Iteration 68Q: 3 clusters Score -1.446584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127314 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14465841.000000 Penalty: 5834.327637
	Iteration 69F: 3 clusters Score -1.446584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Entering Unmasked Estep 
Score: -1068895.875000 Penalty: 2281.697021
	Iteration 0F: 2 clusters Score -1068896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1061276.250000 Penalty: 4563.394043
	Iteration 0F: 3 clusters Score -1061276 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1063398.750000 Penalty: 4563.394043
	Iteration 1F: 3 clusters Score -1063399 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1063752.375000 Penalty: 4563.394043
	Iteration 2F: 3 clusters Score -1063752 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1064035.625000 Penalty: 4563.394043
	Iteration 3F: 3 clusters Score -1064036 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1064292.375000 Penalty: 4563.394043
	Iteration 4Q: 3 clusters Score -1064292 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1064596.750000 Penalty: 4563.394043
	Iteration 5F: 3 clusters Score -1064597 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1064932.125000 Penalty: 4563.394043
	Iteration 6F: 3 clusters Score -1064932 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1065283.000000 Penalty: 4563.394043
	Iteration 7Q: 3 clusters Score -1065283 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1065628.250000 Penalty: 4563.394043
	Iteration 8Q: 3 clusters Score -1065628 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1065953.500000 Penalty: 4563.394043
	Iteration 9Q: 3 clusters Score -1065954 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1066192.000000 Penalty: 4563.394043
	Iteration 10Q: 3 clusters Score -1066192 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1066390.750000 Penalty: 4563.394043
	Iteration 11Q: 3 clusters Score -1066391 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1066541.125000 Penalty: 4563.394043
	Iteration 12Q: 3 clusters Score -1066541 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1066673.000000 Penalty: 4563.394043
	Iteration 13Q: 3 clusters Score -1066673 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1066784.875000 Penalty: 4563.394043
	Iteration 14Q: 3 clusters Score -1066785 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1066876.250000 Penalty: 4563.394043
	Iteration 15Q: 3 clusters Score -1066876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1066929.250000 Penalty: 4563.394043
	Iteration 16Q: 3 clusters Score -1066929 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1066974.375000 Penalty: 4563.394043
	Iteration 17Q: 3 clusters Score -1066974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1067003.500000 Penalty: 4563.394043
	Iteration 18Q: 3 clusters Score -1067004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1067027.250000 Penalty: 4563.394043
	Iteration 19Q: 3 clusters Score -1067027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1067042.750000 Penalty: 4563.394043
	Iteration 20F: 3 clusters Score -1067043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1067058.500000 Penalty: 4563.394043
	Iteration 21Q: 3 clusters Score -1067058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1067061.625000 Penalty: 4563.394043
	Iteration 22Q: 3 clusters Score -1067062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1067069.250000 Penalty: 4563.394043
	Iteration 23Q: 3 clusters Score -1067069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1067073.000000 Penalty: 4563.394043
	Iteration 24Q: 3 clusters Score -1067073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1067079.500000 Penalty: 4563.394043
	Iteration 25Q: 3 clusters Score -1067080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1067084.250000 Penalty: 4563.394043
	Iteration 26Q: 3 clusters Score -1067084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1067084.625000 Penalty: 4563.394043
	Iteration 27Q: 3 clusters Score -1067085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1067087.125000 Penalty: 4563.394043
	Iteration 28Q: 3 clusters Score -1067087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1067089.000000 Penalty: 4563.394043
	Iteration 29Q: 3 clusters Score -1067089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1067091.500000 Penalty: 4563.394043
	Iteration 30Q: 3 clusters Score -1067092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1067094.875000 Penalty: 4563.394043
	Iteration 31Q: 3 clusters Score -1067095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1067098.250000 Penalty: 4563.394043
	Iteration 32Q: 3 clusters Score -1067098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1067098.125000 Penalty: 4563.394043
	Iteration 33Q: 3 clusters Score -1067098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1067101.750000 Penalty: 4563.394043
	Iteration 34Q: 3 clusters Score -1067102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1067105.250000 Penalty: 4563.394043
	Iteration 35Q: 3 clusters Score -1067105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1067108.125000 Penalty: 4563.394043
	Iteration 36Q: 3 clusters Score -1067108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1067108.000000 Penalty: 4563.394043
	Iteration 37Q: 3 clusters Score -1067108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1067109.750000 Penalty: 4563.394043
	Iteration 38Q: 3 clusters Score -1067110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1067109.000000 Penalty: 4563.394043
	Iteration 39Q: 3 clusters Score -1067109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1067111.500000 Penalty: 4563.394043
	Iteration 40F: 3 clusters Score -1067112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1067112.625000 Penalty: 4563.394043
	Iteration 41Q: 3 clusters Score -1067113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1067112.125000 Penalty: 4563.394043
	Iteration 42Q: 3 clusters Score -1067112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1067112.125000 Penalty: 4563.394043
	Iteration 43F: 3 clusters Score -1067112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47979.800781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -47979.8 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 246 members 
Entering Unmasked Estep 
Score: -46471.636719 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -46471.64 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46641.105469 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46641.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46693.851562 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -46693.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46714.742188 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -46714.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46722.394531 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -46722.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46724.718750 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -46724.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46728.730469 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -46728.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46728.730469 Penalty: 3075.452393
	Iteration 7F: 3 clusters Score -46728.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Entering Unmasked Estep 
Score: -1483200.250000 Penalty: 2354.870117
	Iteration 0F: 2 clusters Score -1483200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1473549.750000 Penalty: 4709.740234
	Iteration 0F: 3 clusters Score -1473550 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1476593.875000 Penalty: 4709.740234
	Iteration 1F: 3 clusters Score -1476594 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1477137.000000 Penalty: 4709.740234
	Iteration 2F: 3 clusters Score -1477137 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1477822.500000 Penalty: 4709.740234
	Iteration 3F: 3 clusters Score -1477822 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1478661.000000 Penalty: 4709.740234
	Iteration 4F: 3 clusters Score -1478661 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1479578.000000 Penalty: 4709.740234
	Iteration 5F: 3 clusters Score -1479578 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1480447.875000 Penalty: 4709.740234
	Iteration 6F: 3 clusters Score -1480448 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1481130.000000 Penalty: 4709.740234
	Iteration 7F: 3 clusters Score -1481130 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1481527.625000 Penalty: 4709.740234
	Iteration 8Q: 3 clusters Score -1481528 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1481709.500000 Penalty: 4709.740234
	Iteration 9Q: 3 clusters Score -1481710 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1481780.125000 Penalty: 4709.740234
	Iteration 10Q: 3 clusters Score -1481780 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1481812.250000 Penalty: 4709.740234
	Iteration 11Q: 3 clusters Score -1481812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1481829.375000 Penalty: 4709.740234
	Iteration 12Q: 3 clusters Score -1481829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1481847.000000 Penalty: 4709.740234
	Iteration 13Q: 3 clusters Score -1481847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1481852.125000 Penalty: 4709.740234
	Iteration 14Q: 3 clusters Score -1481852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1481860.125000 Penalty: 4709.740234
	Iteration 15Q: 3 clusters Score -1481860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1481864.125000 Penalty: 4709.740234
	Iteration 16Q: 3 clusters Score -1481864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1481866.000000 Penalty: 4709.740234
	Iteration 17Q: 3 clusters Score -1481866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1481867.375000 Penalty: 4709.740234
	Iteration 18Q: 3 clusters Score -1481867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1481871.500000 Penalty: 4709.740234
	Iteration 19Q: 3 clusters Score -1481872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1481877.750000 Penalty: 4709.740234
	Iteration 20F: 3 clusters Score -1481878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1481878.750000 Penalty: 4709.740234
	Iteration 21Q: 3 clusters Score -1481879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1481880.000000 Penalty: 4709.740234
	Iteration 22Q: 3 clusters Score -1481880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1481879.000000 Penalty: 4709.740234
	Iteration 23Q: 3 clusters Score -1481879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1481876.375000 Penalty: 4709.740234
	Iteration 24Q: 3 clusters Score -1481876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1481878.375000 Penalty: 4709.740234
	Iteration 25Q: 3 clusters Score -1481878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1481878.500000 Penalty: 4709.740234
	Iteration 26Q: 3 clusters Score -1481878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1481880.250000 Penalty: 4709.740234
	Iteration 27Q: 3 clusters Score -1481880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1481880.000000 Penalty: 4709.740234
	Iteration 28Q: 3 clusters Score -1481880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1481880.500000 Penalty: 4709.740234
	Iteration 29Q: 3 clusters Score -1481880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1481878.875000 Penalty: 4709.740234
	Iteration 30Q: 3 clusters Score -1481879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1481882.250000 Penalty: 4709.740234
	Iteration 31Q: 3 clusters Score -1481882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1481882.125000 Penalty: 4709.740234
	Iteration 32Q: 3 clusters Score -1481882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1481881.125000 Penalty: 4709.740234
	Iteration 33Q: 3 clusters Score -1481881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1481881.500000 Penalty: 4709.740234
	Iteration 34Q: 3 clusters Score -1481882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1481882.125000 Penalty: 4709.740234
	Iteration 35Q: 3 clusters Score -1481882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1481885.000000 Penalty: 4709.740234
	Iteration 36Q: 3 clusters Score -1481885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1481882.375000 Penalty: 4709.740234
	Iteration 37Q: 3 clusters Score -1481882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1481884.000000 Penalty: 4709.740234
	Iteration 38Q: 3 clusters Score -1481884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1481885.500000 Penalty: 4709.740234
	Iteration 39Q: 3 clusters Score -1481886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1481886.125000 Penalty: 4709.740234
	Iteration 40F: 3 clusters Score -1481886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Entering Unmasked Estep 
Score: -674413.375000 Penalty: 2155.779053
	Iteration 0F: 2 clusters Score -674413.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -669220.187500 Penalty: 4311.558105
	Iteration 0F: 3 clusters Score -669220.2 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -670506.312500 Penalty: 4311.558105
	Iteration 1F: 3 clusters Score -670506.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -670739.500000 Penalty: 4311.558105
	Iteration 2F: 3 clusters Score -670739.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -670901.625000 Penalty: 4311.558105
	Iteration 3F: 3 clusters Score -670901.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -671031.125000 Penalty: 4311.558105
	Iteration 4Q: 3 clusters Score -671031.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -671136.687500 Penalty: 4311.558105
	Iteration 5Q: 3 clusters Score -671136.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -671216.937500 Penalty: 4311.558105
	Iteration 6Q: 3 clusters Score -671216.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -671279.250000 Penalty: 4311.558105
	Iteration 7Q: 3 clusters Score -671279.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -671340.625000 Penalty: 4311.558105
	Iteration 8Q: 3 clusters Score -671340.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -671394.437500 Penalty: 4311.558105
	Iteration 9Q: 3 clusters Score -671394.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -671442.187500 Penalty: 4311.558105
	Iteration 10Q: 3 clusters Score -671442.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -671490.500000 Penalty: 4311.558105
	Iteration 11Q: 3 clusters Score -671490.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -671534.250000 Penalty: 4311.558105
	Iteration 12Q: 3 clusters Score -671534.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -671576.500000 Penalty: 4311.558105
	Iteration 13Q: 3 clusters Score -671576.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -671618.000000 Penalty: 4311.558105
	Iteration 14Q: 3 clusters Score -671618 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -671658.250000 Penalty: 4311.558105
	Iteration 15Q: 3 clusters Score -671658.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -671697.687500 Penalty: 4311.558105
	Iteration 16Q: 3 clusters Score -671697.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -671743.437500 Penalty: 4311.558105
	Iteration 17Q: 3 clusters Score -671743.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -671789.187500 Penalty: 4311.558105
	Iteration 18Q: 3 clusters Score -671789.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -671836.562500 Penalty: 4311.558105
	Iteration 19Q: 3 clusters Score -671836.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -671881.812500 Penalty: 4311.558105
	Iteration 20F: 3 clusters Score -671881.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -671928.875000 Penalty: 4311.558105
	Iteration 21Q: 3 clusters Score -671928.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -671977.875000 Penalty: 4311.558105
	Iteration 22Q: 3 clusters Score -671977.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -672027.187500 Penalty: 4311.558105
	Iteration 23Q: 3 clusters Score -672027.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -672073.437500 Penalty: 4311.558105
	Iteration 24Q: 3 clusters Score -672073.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -672110.312500 Penalty: 4311.558105
	Iteration 25Q: 3 clusters Score -672110.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -672146.937500 Penalty: 4311.558105
	Iteration 26Q: 3 clusters Score -672146.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -672175.687500 Penalty: 4311.558105
	Iteration 27Q: 3 clusters Score -672175.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -672202.250000 Penalty: 4311.558105
	Iteration 28Q: 3 clusters Score -672202.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -672223.625000 Penalty: 4311.558105
	Iteration 29Q: 3 clusters Score -672223.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -672242.500000 Penalty: 4311.558105
	Iteration 30Q: 3 clusters Score -672242.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -672259.625000 Penalty: 4311.558105
	Iteration 31Q: 3 clusters Score -672259.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -672272.062500 Penalty: 4311.558105
	Iteration 32Q: 3 clusters Score -672272.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -672285.000000 Penalty: 4311.558105
	Iteration 33Q: 3 clusters Score -672285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -672300.937500 Penalty: 4311.558105
	Iteration 34Q: 3 clusters Score -672300.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -672312.312500 Penalty: 4311.558105
	Iteration 35Q: 3 clusters Score -672312.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -672326.625000 Penalty: 4311.558105
	Iteration 36Q: 3 clusters Score -672326.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -672340.312500 Penalty: 4311.558105
	Iteration 37Q: 3 clusters Score -672340.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -672348.312500 Penalty: 4311.558105
	Iteration 38Q: 3 clusters Score -672348.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -672355.625000 Penalty: 4311.558105
	Iteration 39Q: 3 clusters Score -672355.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -672360.687500 Penalty: 4311.558105
	Iteration 40F: 3 clusters Score -672360.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -672366.937500 Penalty: 4311.558105
	Iteration 41Q: 3 clusters Score -672366.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -672369.687500 Penalty: 4311.558105
	Iteration 42Q: 3 clusters Score -672369.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -672375.750000 Penalty: 4311.558105
	Iteration 43Q: 3 clusters Score -672375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -672384.500000 Penalty: 4311.558105
	Iteration 44Q: 3 clusters Score -672384.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -672390.687500 Penalty: 4311.558105
	Iteration 45Q: 3 clusters Score -672390.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -672403.187500 Penalty: 4311.558105
	Iteration 46Q: 3 clusters Score -672403.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -672412.500000 Penalty: 4311.558105
	Iteration 47Q: 3 clusters Score -672412.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -672423.250000 Penalty: 4311.558105
	Iteration 48Q: 3 clusters Score -672423.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -672431.062500 Penalty: 4311.558105
	Iteration 49Q: 3 clusters Score -672431.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -672440.562500 Penalty: 4311.558105
	Iteration 50Q: 3 clusters Score -672440.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -672447.875000 Penalty: 4311.558105
	Iteration 51Q: 3 clusters Score -672447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -672453.250000 Penalty: 4311.558105
	Iteration 52Q: 3 clusters Score -672453.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -672458.500000 Penalty: 4311.558105
	Iteration 53Q: 3 clusters Score -672458.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -672465.937500 Penalty: 4311.558105
	Iteration 54Q: 3 clusters Score -672465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -672473.437500 Penalty: 4311.558105
	Iteration 55Q: 3 clusters Score -672473.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -672478.687500 Penalty: 4311.558105
	Iteration 56Q: 3 clusters Score -672478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -672483.500000 Penalty: 4311.558105
	Iteration 57Q: 3 clusters Score -672483.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -672483.875000 Penalty: 4311.558105
	Iteration 58Q: 3 clusters Score -672483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -672483.937500 Penalty: 4311.558105
	Iteration 59Q: 3 clusters Score -672483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -672484.250000 Penalty: 4311.558105
	Iteration 60F: 3 clusters Score -672484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Entering Unmasked Estep 
Score: -1417854.000000 Penalty: 2349.211670
	Iteration 0F: 2 clusters Score -1417854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1408315.250000 Penalty: 4698.423340
	Iteration 0F: 3 clusters Score -1408315 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1411415.125000 Penalty: 4698.423340
	Iteration 1F: 3 clusters Score -1411415 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1411981.625000 Penalty: 4698.423340
	Iteration 2F: 3 clusters Score -1411982 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1412576.250000 Penalty: 4698.423340
	Iteration 3F: 3 clusters Score -1412576 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1413218.625000 Penalty: 4698.423340
	Iteration 4F: 3 clusters Score -1413219 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1413939.625000 Penalty: 4698.423340
	Iteration 5F: 3 clusters Score -1413940 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1414554.500000 Penalty: 4698.423340
	Iteration 6F: 3 clusters Score -1414554 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1415025.625000 Penalty: 4698.423340
	Iteration 7F: 3 clusters Score -1415026 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1415391.875000 Penalty: 4698.423340
	Iteration 8Q: 3 clusters Score -1415392 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1415694.375000 Penalty: 4698.423340
	Iteration 9Q: 3 clusters Score -1415694 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1415928.000000 Penalty: 4698.423340
	Iteration 10Q: 3 clusters Score -1415928 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1416108.875000 Penalty: 4698.423340
	Iteration 11Q: 3 clusters Score -1416109 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1416302.750000 Penalty: 4698.423340
	Iteration 12Q: 3 clusters Score -1416303 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1416515.375000 Penalty: 4698.423340
	Iteration 13Q: 3 clusters Score -1416515 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1416686.250000 Penalty: 4698.423340
	Iteration 14Q: 3 clusters Score -1416686 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1416802.875000 Penalty: 4698.423340
	Iteration 15Q: 3 clusters Score -1416803 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1416899.125000 Penalty: 4698.423340
	Iteration 16Q: 3 clusters Score -1416899 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1416970.375000 Penalty: 4698.423340
	Iteration 17Q: 3 clusters Score -1416970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1417023.875000 Penalty: 4698.423340
	Iteration 18Q: 3 clusters Score -1417024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1417052.250000 Penalty: 4698.423340
	Iteration 19Q: 3 clusters Score -1417052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1417068.375000 Penalty: 4698.423340
	Iteration 20F: 3 clusters Score -1417068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1417084.375000 Penalty: 4698.423340
	Iteration 21Q: 3 clusters Score -1417084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1417085.875000 Penalty: 4698.423340
	Iteration 22Q: 3 clusters Score -1417086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1417088.250000 Penalty: 4698.423340
	Iteration 23Q: 3 clusters Score -1417088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1417087.875000 Penalty: 4698.423340
	Iteration 24Q: 3 clusters Score -1417088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1417094.625000 Penalty: 4698.423340
	Iteration 25Q: 3 clusters Score -1417095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1417091.375000 Penalty: 4698.423340
	Iteration 26Q: 3 clusters Score -1417091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1417093.875000 Penalty: 4698.423340
	Iteration 27Q: 3 clusters Score -1417094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1417099.750000 Penalty: 4698.423340
	Iteration 28Q: 3 clusters Score -1417100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1417098.875000 Penalty: 4698.423340
	Iteration 29Q: 3 clusters Score -1417099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1417096.875000 Penalty: 4698.423340
	Iteration 30Q: 3 clusters Score -1417097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1417099.125000 Penalty: 4698.423340
	Iteration 31Q: 3 clusters Score -1417099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1417100.500000 Penalty: 4698.423340
	Iteration 32Q: 3 clusters Score -1417100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1417098.750000 Penalty: 4698.423340
	Iteration 33Q: 3 clusters Score -1417099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1417100.875000 Penalty: 4698.423340
	Iteration 34Q: 3 clusters Score -1417101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1417098.125000 Penalty: 4698.423340
	Iteration 35Q: 3 clusters Score -1417098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1417099.750000 Penalty: 4698.423340
	Iteration 36Q: 3 clusters Score -1417100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1417100.875000 Penalty: 4698.423340
	Iteration 37Q: 3 clusters Score -1417101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1417101.875000 Penalty: 4698.423340
	Iteration 38Q: 3 clusters Score -1417102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1417100.250000 Penalty: 4698.423340
	Iteration 39Q: 3 clusters Score -1417100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1417100.250000 Penalty: 4698.423340
	Iteration 40F: 3 clusters Score -1417100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -288521.250000 Penalty: 2000.652954
	Iteration 0F: 2 clusters Score -288521.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -285164.937500 Penalty: 4001.305908
	Iteration 0F: 3 clusters Score -285164.9 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -285895.437500 Penalty: 4001.305908
	Iteration 1F: 3 clusters Score -285895.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -286101.375000 Penalty: 4001.305908
	Iteration 2F: 3 clusters Score -286101.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -286237.500000 Penalty: 4001.305908
	Iteration 3F: 3 clusters Score -286237.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -286332.375000 Penalty: 4001.305908
	Iteration 4Q: 3 clusters Score -286332.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -286429.062500 Penalty: 4001.305908
	Iteration 5Q: 3 clusters Score -286429.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -286503.937500 Penalty: 4001.305908
	Iteration 6Q: 3 clusters Score -286503.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -286557.593750 Penalty: 4001.305908
	Iteration 7Q: 3 clusters Score -286557.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -286612.531250 Penalty: 4001.305908
	Iteration 8Q: 3 clusters Score -286612.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -286663.875000 Penalty: 4001.305908
	Iteration 9Q: 3 clusters Score -286663.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -286720.093750 Penalty: 4001.305908
	Iteration 10Q: 3 clusters Score -286720.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -286771.781250 Penalty: 4001.305908
	Iteration 11Q: 3 clusters Score -286771.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -286829.312500 Penalty: 4001.305908
	Iteration 12Q: 3 clusters Score -286829.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -286879.218750 Penalty: 4001.305908
	Iteration 13Q: 3 clusters Score -286879.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -286935.500000 Penalty: 4001.305908
	Iteration 14Q: 3 clusters Score -286935.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -286984.281250 Penalty: 4001.305908
	Iteration 15Q: 3 clusters Score -286984.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -287032.937500 Penalty: 4001.305908
	Iteration 16Q: 3 clusters Score -287032.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -287087.031250 Penalty: 4001.305908
	Iteration 17Q: 3 clusters Score -287087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -287129.312500 Penalty: 4001.305908
	Iteration 18Q: 3 clusters Score -287129.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -287164.937500 Penalty: 4001.305908
	Iteration 19Q: 3 clusters Score -287164.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -287199.187500 Penalty: 4001.305908
	Iteration 20F: 3 clusters Score -287199.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -287230.625000 Penalty: 4001.305908
	Iteration 21Q: 3 clusters Score -287230.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -287259.500000 Penalty: 4001.305908
	Iteration 22Q: 3 clusters Score -287259.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -287290.375000 Penalty: 4001.305908
	Iteration 23Q: 3 clusters Score -287290.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -287325.843750 Penalty: 4001.305908
	Iteration 24Q: 3 clusters Score -287325.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -287366.125000 Penalty: 4001.305908
	Iteration 25Q: 3 clusters Score -287366.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -287410.250000 Penalty: 4001.305908
	Iteration 26Q: 3 clusters Score -287410.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -287449.562500 Penalty: 4001.305908
	Iteration 27Q: 3 clusters Score -287449.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -287490.468750 Penalty: 4001.305908
	Iteration 28Q: 3 clusters Score -287490.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -287514.156250 Penalty: 4001.305908
	Iteration 29Q: 3 clusters Score -287514.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -287532.000000 Penalty: 4001.305908
	Iteration 30Q: 3 clusters Score -287532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -287552.593750 Penalty: 4001.305908
	Iteration 31Q: 3 clusters Score -287552.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -287566.812500 Penalty: 4001.305908
	Iteration 32Q: 3 clusters Score -287566.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -287576.281250 Penalty: 4001.305908
	Iteration 33Q: 3 clusters Score -287576.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -287584.843750 Penalty: 4001.305908
	Iteration 34Q: 3 clusters Score -287584.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -287591.531250 Penalty: 4001.305908
	Iteration 35Q: 3 clusters Score -287591.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -287602.250000 Penalty: 4001.305908
	Iteration 36Q: 3 clusters Score -287602.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -287618.250000 Penalty: 4001.305908
	Iteration 37Q: 3 clusters Score -287618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -287624.437500 Penalty: 4001.305908
	Iteration 38Q: 3 clusters Score -287624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -287626.156250 Penalty: 4001.305908
	Iteration 39Q: 3 clusters Score -287626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -287630.531250 Penalty: 4001.305908
	Iteration 40F: 3 clusters Score -287630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -287635.750000 Penalty: 4001.305908
	Iteration 41Q: 3 clusters Score -287635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -287643.187500 Penalty: 4001.305908
	Iteration 42Q: 3 clusters Score -287643.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -287649.625000 Penalty: 4001.305908
	Iteration 43Q: 3 clusters Score -287649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -287656.343750 Penalty: 4001.305908
	Iteration 44Q: 3 clusters Score -287656.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -287660.343750 Penalty: 4001.305908
	Iteration 45Q: 3 clusters Score -287660.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -287664.125000 Penalty: 4001.305908
	Iteration 46Q: 3 clusters Score -287664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -287666.906250 Penalty: 4001.305908
	Iteration 47Q: 3 clusters Score -287666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -287667.531250 Penalty: 4001.305908
	Iteration 48Q: 3 clusters Score -287667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -287668.750000 Penalty: 4001.305908
	Iteration 49Q: 3 clusters Score -287668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -287668.843750 Penalty: 4001.305908
	Iteration 50Q: 3 clusters Score -287668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -287669.687500 Penalty: 4001.305908
	Iteration 51Q: 3 clusters Score -287669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -287670.781250 Penalty: 4001.305908
	Iteration 52Q: 3 clusters Score -287670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -287671.375000 Penalty: 4001.305908
	Iteration 53Q: 3 clusters Score -287671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -287672.406250 Penalty: 4001.305908
	Iteration 54Q: 3 clusters Score -287672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -287675.843750 Penalty: 4001.305908
	Iteration 55Q: 3 clusters Score -287675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -287679.781250 Penalty: 4001.305908
	Iteration 56Q: 3 clusters Score -287679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -287679.718750 Penalty: 4001.305908
	Iteration 57Q: 3 clusters Score -287679.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -287679.718750 Penalty: 4001.305908
	Iteration 58F: 3 clusters Score -287679.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Entering Unmasked Estep 
Score: -1733811.500000 Penalty: 2404.203857
	Iteration 0F: 2 clusters Score -1733812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1722226.500000 Penalty: 4808.407715
	Iteration 0F: 3 clusters Score -1722226 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1725919.125000 Penalty: 4808.407715
	Iteration 1F: 3 clusters Score -1725919 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1726360.000000 Penalty: 4808.407715
	Iteration 2F: 3 clusters Score -1726360 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1726737.000000 Penalty: 4808.407715
	Iteration 3F: 3 clusters Score -1726737 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1727121.000000 Penalty: 4808.407715
	Iteration 4Q: 3 clusters Score -1727121 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1727486.750000 Penalty: 4808.407715
	Iteration 5Q: 3 clusters Score -1727487 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1727932.000000 Penalty: 4808.407715
	Iteration 6Q: 3 clusters Score -1727932 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1728406.000000 Penalty: 4808.407715
	Iteration 7Q: 3 clusters Score -1728406 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1728915.125000 Penalty: 4808.407715
	Iteration 8F: 3 clusters Score -1728915 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1729376.875000 Penalty: 4808.407715
	Iteration 9Q: 3 clusters Score -1729377 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1729757.750000 Penalty: 4808.407715
	Iteration 10Q: 3 clusters Score -1729758 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1730057.375000 Penalty: 4808.407715
	Iteration 11Q: 3 clusters Score -1730057 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1730331.125000 Penalty: 4808.407715
	Iteration 12Q: 3 clusters Score -1730331 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1730568.750000 Penalty: 4808.407715
	Iteration 13Q: 3 clusters Score -1730569 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1730765.250000 Penalty: 4808.407715
	Iteration 14Q: 3 clusters Score -1730765 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1730919.500000 Penalty: 4808.407715
	Iteration 15Q: 3 clusters Score -1730920 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1731043.500000 Penalty: 4808.407715
	Iteration 16Q: 3 clusters Score -1731044 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1731141.750000 Penalty: 4808.407715
	Iteration 17Q: 3 clusters Score -1731142 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1731205.000000 Penalty: 4808.407715
	Iteration 18Q: 3 clusters Score -1731205 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1731262.250000 Penalty: 4808.407715
	Iteration 19Q: 3 clusters Score -1731262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1731307.625000 Penalty: 4808.407715
	Iteration 20F: 3 clusters Score -1731308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1731361.750000 Penalty: 4808.407715
	Iteration 21Q: 3 clusters Score -1731362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1731398.375000 Penalty: 4808.407715
	Iteration 22Q: 3 clusters Score -1731398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1731423.875000 Penalty: 4808.407715
	Iteration 23Q: 3 clusters Score -1731424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1731447.250000 Penalty: 4808.407715
	Iteration 24Q: 3 clusters Score -1731447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1731466.000000 Penalty: 4808.407715
	Iteration 25Q: 3 clusters Score -1731466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1731483.375000 Penalty: 4808.407715
	Iteration 26Q: 3 clusters Score -1731483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1731503.375000 Penalty: 4808.407715
	Iteration 27Q: 3 clusters Score -1731503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1731517.750000 Penalty: 4808.407715
	Iteration 28Q: 3 clusters Score -1731518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1731534.750000 Penalty: 4808.407715
	Iteration 29Q: 3 clusters Score -1731535 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1731552.125000 Penalty: 4808.407715
	Iteration 30Q: 3 clusters Score -1731552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1731570.750000 Penalty: 4808.407715
	Iteration 31Q: 3 clusters Score -1731571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1731583.125000 Penalty: 4808.407715
	Iteration 32Q: 3 clusters Score -1731583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1731602.625000 Penalty: 4808.407715
	Iteration 33Q: 3 clusters Score -1731603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1731613.375000 Penalty: 4808.407715
	Iteration 34Q: 3 clusters Score -1731613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1731624.125000 Penalty: 4808.407715
	Iteration 35Q: 3 clusters Score -1731624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1731633.750000 Penalty: 4808.407715
	Iteration 36Q: 3 clusters Score -1731634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1731641.000000 Penalty: 4808.407715
	Iteration 37Q: 3 clusters Score -1731641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1731648.875000 Penalty: 4808.407715
	Iteration 38Q: 3 clusters Score -1731649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1731660.750000 Penalty: 4808.407715
	Iteration 39Q: 3 clusters Score -1731661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1731662.875000 Penalty: 4808.407715
	Iteration 40F: 3 clusters Score -1731663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1731671.625000 Penalty: 4808.407715
	Iteration 41Q: 3 clusters Score -1731672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1731676.500000 Penalty: 4808.407715
	Iteration 42Q: 3 clusters Score -1731676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1731684.125000 Penalty: 4808.407715
	Iteration 43Q: 3 clusters Score -1731684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1731691.625000 Penalty: 4808.407715
	Iteration 44Q: 3 clusters Score -1731692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1731706.125000 Penalty: 4808.407715
	Iteration 45Q: 3 clusters Score -1731706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1731710.375000 Penalty: 4808.407715
	Iteration 46Q: 3 clusters Score -1731710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1731711.625000 Penalty: 4808.407715
	Iteration 47Q: 3 clusters Score -1731712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1731714.875000 Penalty: 4808.407715
	Iteration 48Q: 3 clusters Score -1731715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1731721.000000 Penalty: 4808.407715
	Iteration 49Q: 3 clusters Score -1731721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1731722.375000 Penalty: 4808.407715
	Iteration 50Q: 3 clusters Score -1731722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1731724.125000 Penalty: 4808.407715
	Iteration 51Q: 3 clusters Score -1731724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1731726.375000 Penalty: 4808.407715
	Iteration 52Q: 3 clusters Score -1731726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1731726.750000 Penalty: 4808.407715
	Iteration 53Q: 3 clusters Score -1731727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1731725.250000 Penalty: 4808.407715
	Iteration 54Q: 3 clusters Score -1731725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1731727.875000 Penalty: 4808.407715
	Iteration 55Q: 3 clusters Score -1731728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1731731.125000 Penalty: 4808.407715
	Iteration 56Q: 3 clusters Score -1731731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1731730.250000 Penalty: 4808.407715
	Iteration 57Q: 3 clusters Score -1731730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1731733.500000 Penalty: 4808.407715
	Iteration 58Q: 3 clusters Score -1731734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1731737.500000 Penalty: 4808.407715
	Iteration 59Q: 3 clusters Score -1731738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1731741.500000 Penalty: 4808.407715
	Iteration 60F: 3 clusters Score -1731742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1731745.000000 Penalty: 4808.407715
	Iteration 61Q: 3 clusters Score -1731745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1731749.625000 Penalty: 4808.407715
	Iteration 62Q: 3 clusters Score -1731750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1731748.250000 Penalty: 4808.407715
	Iteration 63Q: 3 clusters Score -1731748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1731751.125000 Penalty: 4808.407715
	Iteration 64Q: 3 clusters Score -1731751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1731751.125000 Penalty: 4808.407715
	Iteration 65Q: 3 clusters Score -1731751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1731758.000000 Penalty: 4808.407715
	Iteration 66Q: 3 clusters Score -1731758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1731756.000000 Penalty: 4808.407715
	Iteration 67Q: 3 clusters Score -1731756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1731757.875000 Penalty: 4808.407715
	Iteration 68Q: 3 clusters Score -1731758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1731758.875000 Penalty: 4808.407715
	Iteration 69Q: 3 clusters Score -1731759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1731760.500000 Penalty: 4808.407715
	Iteration 70Q: 3 clusters Score -1731760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1731759.000000 Penalty: 4808.407715
	Iteration 71Q: 3 clusters Score -1731759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1731763.750000 Penalty: 4808.407715
	Iteration 72Q: 3 clusters Score -1731764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1731764.250000 Penalty: 4808.407715
	Iteration 73Q: 3 clusters Score -1731764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1731762.125000 Penalty: 4808.407715
	Iteration 74Q: 3 clusters Score -1731762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1731762.125000 Penalty: 4808.407715
	Iteration 75Q: 3 clusters Score -1731762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1731763.875000 Penalty: 4808.407715
	Iteration 76Q: 3 clusters Score -1731764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1731763.875000 Penalty: 4808.407715
	Iteration 77F: 3 clusters Score -1731764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -849892.312500 Penalty: 2226.019043
	Iteration 0F: 2 clusters Score -849892.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -843597.062500 Penalty: 4452.038086
	Iteration 0F: 3 clusters Score -843597.1 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -845260.125000 Penalty: 4452.038086
	Iteration 1F: 3 clusters Score -845260.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -845525.750000 Penalty: 4452.038086
	Iteration 2F: 3 clusters Score -845525.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -845704.750000 Penalty: 4452.038086
	Iteration 3F: 3 clusters Score -845704.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -845849.437500 Penalty: 4452.038086
	Iteration 4Q: 3 clusters Score -845849.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -845977.875000 Penalty: 4452.038086
	Iteration 5Q: 3 clusters Score -845977.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -846080.625000 Penalty: 4452.038086
	Iteration 6Q: 3 clusters Score -846080.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -846174.875000 Penalty: 4452.038086
	Iteration 7Q: 3 clusters Score -846174.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -846273.562500 Penalty: 4452.038086
	Iteration 8Q: 3 clusters Score -846273.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -846383.937500 Penalty: 4452.038086
	Iteration 9Q: 3 clusters Score -846383.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -846488.375000 Penalty: 4452.038086
	Iteration 10Q: 3 clusters Score -846488.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -846601.625000 Penalty: 4452.038086
	Iteration 11Q: 3 clusters Score -846601.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -846732.500000 Penalty: 4452.038086
	Iteration 12Q: 3 clusters Score -846732.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -846900.375000 Penalty: 4452.038086
	Iteration 13Q: 3 clusters Score -846900.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -847076.625000 Penalty: 4452.038086
	Iteration 14Q: 3 clusters Score -847076.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -847250.062500 Penalty: 4452.038086
	Iteration 15Q: 3 clusters Score -847250.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -847448.937500 Penalty: 4452.038086
	Iteration 16Q: 3 clusters Score -847448.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -847637.187500 Penalty: 4452.038086
	Iteration 17Q: 3 clusters Score -847637.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -847817.937500 Penalty: 4452.038086
	Iteration 18Q: 3 clusters Score -847817.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -847958.187500 Penalty: 4452.038086
	Iteration 19Q: 3 clusters Score -847958.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -848076.062500 Penalty: 4452.038086
	Iteration 20F: 3 clusters Score -848076.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -848136.625000 Penalty: 4452.038086
	Iteration 21Q: 3 clusters Score -848136.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -848185.625000 Penalty: 4452.038086
	Iteration 22Q: 3 clusters Score -848185.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -848228.000000 Penalty: 4452.038086
	Iteration 23Q: 3 clusters Score -848228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -848260.750000 Penalty: 4452.038086
	Iteration 24Q: 3 clusters Score -848260.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -848292.625000 Penalty: 4452.038086
	Iteration 25Q: 3 clusters Score -848292.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -848309.562500 Penalty: 4452.038086
	Iteration 26Q: 3 clusters Score -848309.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -848333.125000 Penalty: 4452.038086
	Iteration 27Q: 3 clusters Score -848333.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -848358.625000 Penalty: 4452.038086
	Iteration 28Q: 3 clusters Score -848358.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -848383.250000 Penalty: 4452.038086
	Iteration 29Q: 3 clusters Score -848383.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -848412.562500 Penalty: 4452.038086
	Iteration 30Q: 3 clusters Score -848412.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -848449.000000 Penalty: 4452.038086
	Iteration 31Q: 3 clusters Score -848449 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -848484.500000 Penalty: 4452.038086
	Iteration 32Q: 3 clusters Score -848484.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -848516.812500 Penalty: 4452.038086
	Iteration 33Q: 3 clusters Score -848516.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -848551.625000 Penalty: 4452.038086
	Iteration 34Q: 3 clusters Score -848551.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -848585.750000 Penalty: 4452.038086
	Iteration 35Q: 3 clusters Score -848585.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -848626.187500 Penalty: 4452.038086
	Iteration 36Q: 3 clusters Score -848626.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -848661.562500 Penalty: 4452.038086
	Iteration 37Q: 3 clusters Score -848661.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -848684.812500 Penalty: 4452.038086
	Iteration 38Q: 3 clusters Score -848684.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -848697.062500 Penalty: 4452.038086
	Iteration 39Q: 3 clusters Score -848697.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -848717.312500 Penalty: 4452.038086
	Iteration 40F: 3 clusters Score -848717.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -848736.437500 Penalty: 4452.038086
	Iteration 41Q: 3 clusters Score -848736.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -848745.750000 Penalty: 4452.038086
	Iteration 42Q: 3 clusters Score -848745.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -848758.187500 Penalty: 4452.038086
	Iteration 43Q: 3 clusters Score -848758.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -848770.187500 Penalty: 4452.038086
	Iteration 44Q: 3 clusters Score -848770.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -848777.875000 Penalty: 4452.038086
	Iteration 45Q: 3 clusters Score -848777.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -848785.750000 Penalty: 4452.038086
	Iteration 46Q: 3 clusters Score -848785.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -848789.875000 Penalty: 4452.038086
	Iteration 47Q: 3 clusters Score -848789.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -848798.500000 Penalty: 4452.038086
	Iteration 48Q: 3 clusters Score -848798.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -848802.062500 Penalty: 4452.038086
	Iteration 49Q: 3 clusters Score -848802.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -848809.312500 Penalty: 4452.038086
	Iteration 50Q: 3 clusters Score -848809.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -848814.687500 Penalty: 4452.038086
	Iteration 51Q: 3 clusters Score -848814.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -848820.750000 Penalty: 4452.038086
	Iteration 52Q: 3 clusters Score -848820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -848822.062500 Penalty: 4452.038086
	Iteration 53Q: 3 clusters Score -848822.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -848824.375000 Penalty: 4452.038086
	Iteration 54Q: 3 clusters Score -848824.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -848828.500000 Penalty: 4452.038086
	Iteration 55Q: 3 clusters Score -848828.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -848829.000000 Penalty: 4452.038086
	Iteration 56Q: 3 clusters Score -848829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -848834.000000 Penalty: 4452.038086
	Iteration 57Q: 3 clusters Score -848834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -848836.625000 Penalty: 4452.038086
	Iteration 58Q: 3 clusters Score -848836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -848838.250000 Penalty: 4452.038086
	Iteration 59Q: 3 clusters Score -848838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -848838.250000 Penalty: 4452.038086
	Iteration 60F: 3 clusters Score -848838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -848839.625000 Penalty: 4452.038086
	Iteration 61Q: 3 clusters Score -848839.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -848841.500000 Penalty: 4452.038086
	Iteration 62Q: 3 clusters Score -848841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -848845.437500 Penalty: 4452.038086
	Iteration 63Q: 3 clusters Score -848845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -848845.625000 Penalty: 4452.038086
	Iteration 64Q: 3 clusters Score -848845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -848847.437500 Penalty: 4452.038086
	Iteration 65Q: 3 clusters Score -848847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -848846.500000 Penalty: 4452.038086
	Iteration 66Q: 3 clusters Score -848846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -848846.250000 Penalty: 4452.038086
	Iteration 67Q: 3 clusters Score -848846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -848846.500000 Penalty: 4452.038086
	Iteration 68Q: 3 clusters Score -848846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -848846.500000 Penalty: 4452.038086
	Iteration 69F: 3 clusters Score -848846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -903495.000000 Penalty: 2237.206543
	Iteration 0F: 2 clusters Score -903495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -896863.062500 Penalty: 4474.413086
	Iteration 0F: 3 clusters Score -896863.1 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -898654.750000 Penalty: 4474.413086
	Iteration 1F: 3 clusters Score -898654.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -898941.562500 Penalty: 4474.413086
	Iteration 2F: 3 clusters Score -898941.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -899111.250000 Penalty: 4474.413086
	Iteration 3Q: 3 clusters Score -899111.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -899230.500000 Penalty: 4474.413086
	Iteration 4Q: 3 clusters Score -899230.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -899361.187500 Penalty: 4474.413086
	Iteration 5Q: 3 clusters Score -899361.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -899476.187500 Penalty: 4474.413086
	Iteration 6Q: 3 clusters Score -899476.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -899581.375000 Penalty: 4474.413086
	Iteration 7Q: 3 clusters Score -899581.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -899682.437500 Penalty: 4474.413086
	Iteration 8Q: 3 clusters Score -899682.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -899785.562500 Penalty: 4474.413086
	Iteration 9Q: 3 clusters Score -899785.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -899909.812500 Penalty: 4474.413086
	Iteration 10Q: 3 clusters Score -899909.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -900063.062500 Penalty: 4474.413086
	Iteration 11Q: 3 clusters Score -900063.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -900244.937500 Penalty: 4474.413086
	Iteration 12Q: 3 clusters Score -900244.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -900473.812500 Penalty: 4474.413086
	Iteration 13Q: 3 clusters Score -900473.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -900718.437500 Penalty: 4474.413086
	Iteration 14Q: 3 clusters Score -900718.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -900966.937500 Penalty: 4474.413086
	Iteration 15Q: 3 clusters Score -900966.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -901191.437500 Penalty: 4474.413086
	Iteration 16Q: 3 clusters Score -901191.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -901367.250000 Penalty: 4474.413086
	Iteration 17Q: 3 clusters Score -901367.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -901474.812500 Penalty: 4474.413086
	Iteration 18Q: 3 clusters Score -901474.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -901570.562500 Penalty: 4474.413086
	Iteration 19Q: 3 clusters Score -901570.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -901645.500000 Penalty: 4474.413086
	Iteration 20F: 3 clusters Score -901645.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -901707.875000 Penalty: 4474.413086
	Iteration 21Q: 3 clusters Score -901707.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -901764.625000 Penalty: 4474.413086
	Iteration 22Q: 3 clusters Score -901764.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -901790.437500 Penalty: 4474.413086
	Iteration 23Q: 3 clusters Score -901790.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -901822.000000 Penalty: 4474.413086
	Iteration 24Q: 3 clusters Score -901822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -901857.062500 Penalty: 4474.413086
	Iteration 25Q: 3 clusters Score -901857.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -901879.375000 Penalty: 4474.413086
	Iteration 26Q: 3 clusters Score -901879.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -901900.375000 Penalty: 4474.413086
	Iteration 27Q: 3 clusters Score -901900.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -901920.000000 Penalty: 4474.413086
	Iteration 28Q: 3 clusters Score -901920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -901931.750000 Penalty: 4474.413086
	Iteration 29Q: 3 clusters Score -901931.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -901941.500000 Penalty: 4474.413086
	Iteration 30Q: 3 clusters Score -901941.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -901955.250000 Penalty: 4474.413086
	Iteration 31Q: 3 clusters Score -901955.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -901964.375000 Penalty: 4474.413086
	Iteration 32Q: 3 clusters Score -901964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -901971.875000 Penalty: 4474.413086
	Iteration 33Q: 3 clusters Score -901971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -901982.500000 Penalty: 4474.413086
	Iteration 34Q: 3 clusters Score -901982.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -901989.062500 Penalty: 4474.413086
	Iteration 35Q: 3 clusters Score -901989.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -901993.875000 Penalty: 4474.413086
	Iteration 36Q: 3 clusters Score -901993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -901997.437500 Penalty: 4474.413086
	Iteration 37Q: 3 clusters Score -901997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -901998.375000 Penalty: 4474.413086
	Iteration 38Q: 3 clusters Score -901998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -902000.625000 Penalty: 4474.413086
	Iteration 39Q: 3 clusters Score -902000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -902004.812500 Penalty: 4474.413086
	Iteration 40F: 3 clusters Score -902004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -902007.562500 Penalty: 4474.413086
	Iteration 41Q: 3 clusters Score -902007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -902008.687500 Penalty: 4474.413086
	Iteration 42Q: 3 clusters Score -902008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -902012.312500 Penalty: 4474.413086
	Iteration 43Q: 3 clusters Score -902012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -902019.312500 Penalty: 4474.413086
	Iteration 44Q: 3 clusters Score -902019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -902019.875000 Penalty: 4474.413086
	Iteration 45Q: 3 clusters Score -902019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -902020.312500 Penalty: 4474.413086
	Iteration 46Q: 3 clusters Score -902020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -902025.937500 Penalty: 4474.413086
	Iteration 47Q: 3 clusters Score -902025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -902028.375000 Penalty: 4474.413086
	Iteration 48Q: 3 clusters Score -902028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -902029.500000 Penalty: 4474.413086
	Iteration 49Q: 3 clusters Score -902029.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -902032.750000 Penalty: 4474.413086
	Iteration 50Q: 3 clusters Score -902032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -902030.875000 Penalty: 4474.413086
	Iteration 51Q: 3 clusters Score -902030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -902032.875000 Penalty: 4474.413086
	Iteration 52Q: 3 clusters Score -902032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -902032.250000 Penalty: 4474.413086
	Iteration 53Q: 3 clusters Score -902032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -902034.187500 Penalty: 4474.413086
	Iteration 54Q: 3 clusters Score -902034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -902036.187500 Penalty: 4474.413086
	Iteration 55Q: 3 clusters Score -902036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -902037.312500 Penalty: 4474.413086
	Iteration 56Q: 3 clusters Score -902037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -902038.437500 Penalty: 4474.413086
	Iteration 57Q: 3 clusters Score -902038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -902038.312500 Penalty: 4474.413086
	Iteration 58Q: 3 clusters Score -902038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -902039.937500 Penalty: 4474.413086
	Iteration 59Q: 3 clusters Score -902039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -902043.375000 Penalty: 4474.413086
	Iteration 60F: 3 clusters Score -902043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -902044.750000 Penalty: 4474.413086
	Iteration 61Q: 3 clusters Score -902044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -902046.000000 Penalty: 4474.413086
	Iteration 62Q: 3 clusters Score -902046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -902047.312500 Penalty: 4474.413086
	Iteration 63Q: 3 clusters Score -902047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -902049.000000 Penalty: 4474.413086
	Iteration 64Q: 3 clusters Score -902049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -902048.812500 Penalty: 4474.413086
	Iteration 65Q: 3 clusters Score -902048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -902052.625000 Penalty: 4474.413086
	Iteration 66Q: 3 clusters Score -902052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -902053.437500 Penalty: 4474.413086
	Iteration 67Q: 3 clusters Score -902053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -902053.812500 Penalty: 4474.413086
	Iteration 68Q: 3 clusters Score -902053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -902054.500000 Penalty: 4474.413086
	Iteration 69Q: 3 clusters Score -902054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -902054.500000 Penalty: 4474.413086
	Iteration 70F: 3 clusters Score -902054.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Entering Unmasked Estep 
Score: -4194213.750000 Penalty: 2607.172119
	Iteration 0F: 2 clusters Score -4194214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4169247.750000 Penalty: 5214.344238
	Iteration 0F: 3 clusters Score -4169248 nChanged 16763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4178688.500000 Penalty: 5214.344238
	Iteration 1F: 3 clusters Score -4178688 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4179397.500000 Penalty: 5214.344238
	Iteration 2F: 3 clusters Score -4179398 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4180029.250000 Penalty: 5214.344238
	Iteration 3Q: 3 clusters Score -4180029 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4180714.750000 Penalty: 5214.344238
	Iteration 4Q: 3 clusters Score -4180715 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4181570.750000 Penalty: 5214.344238
	Iteration 5Q: 3 clusters Score -4181571 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -4182729.250000 Penalty: 5214.344238
	Iteration 6F: 3 clusters Score -4182729 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -4184246.000000 Penalty: 5214.344238
	Iteration 7F: 3 clusters Score -4184246 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4186165.000000 Penalty: 5214.344238
	Iteration 8F: 3 clusters Score -4186165 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4188462.250000 Penalty: 5214.344238
	Iteration 9F: 3 clusters Score -4188462 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4190857.500000 Penalty: 5214.344238
	Iteration 10F: 3 clusters Score -4190858 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4192509.250000 Penalty: 5214.344238
	Iteration 11Q: 3 clusters Score -4192509 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4193317.000000 Penalty: 5214.344238
	Iteration 12Q: 3 clusters Score -4193317 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -4193830.500000 Penalty: 5214.344238
	Iteration 13Q: 3 clusters Score -4193830 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4194300.750000 Penalty: 5214.344238
	Iteration 14Q: 3 clusters Score -4194301 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -4194643.000000 Penalty: 5214.344238
	Iteration 15Q: 3 clusters Score -4194643 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -4194967.500000 Penalty: 5214.344238
	Iteration 16Q: 3 clusters Score -4194968 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -4195229.500000 Penalty: 5214.344238
	Iteration 17Q: 3 clusters Score -4195230 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4195405.500000 Penalty: 5214.344238
	Iteration 18Q: 3 clusters Score -4195406 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4195517.000000 Penalty: 5214.344238
	Iteration 19Q: 3 clusters Score -4195517 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4195609.000000 Penalty: 5214.344238
	Iteration 20F: 3 clusters Score -4195609 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -4195662.500000 Penalty: 5214.344238
	Iteration 21Q: 3 clusters Score -4195662 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4195695.500000 Penalty: 5214.344238
	Iteration 22Q: 3 clusters Score -4195696 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4195729.500000 Penalty: 5214.344238
	Iteration 23Q: 3 clusters Score -4195730 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4195755.000000 Penalty: 5214.344238
	Iteration 24Q: 3 clusters Score -4195755 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4195790.500000 Penalty: 5214.344238
	Iteration 25Q: 3 clusters Score -4195790 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -4195810.000000 Penalty: 5214.344238
	Iteration 26Q: 3 clusters Score -4195810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4195842.500000 Penalty: 5214.344238
	Iteration 27Q: 3 clusters Score -4195842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4195850.500000 Penalty: 5214.344238
	Iteration 28Q: 3 clusters Score -4195850 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4195860.000000 Penalty: 5214.344238
	Iteration 29Q: 3 clusters Score -4195860 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4195870.000000 Penalty: 5214.344238
	Iteration 30Q: 3 clusters Score -4195870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4195866.000000 Penalty: 5214.344238
	Iteration 31Q: 3 clusters Score -4195866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -4195879.500000 Penalty: 5214.344238
	Iteration 32Q: 3 clusters Score -4195880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -4195889.000000 Penalty: 5214.344238
	Iteration 33Q: 3 clusters Score -4195889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4195890.000000 Penalty: 5214.344238
	Iteration 34Q: 3 clusters Score -4195890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -4195891.000000 Penalty: 5214.344238
	Iteration 35Q: 3 clusters Score -4195891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4195888.000000 Penalty: 5214.344238
	Iteration 36Q: 3 clusters Score -4195888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4195903.500000 Penalty: 5214.344238
	Iteration 37Q: 3 clusters Score -4195904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4195898.000000 Penalty: 5214.344238
	Iteration 38Q: 3 clusters Score -4195898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -4195897.500000 Penalty: 5214.344238
	Iteration 39Q: 3 clusters Score -4195898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4195895.000000 Penalty: 5214.344238
	Iteration 40F: 3 clusters Score -4195895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4195902.000000 Penalty: 5214.344238
	Iteration 41Q: 3 clusters Score -4195902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -4195891.500000 Penalty: 5214.344238
	Iteration 42Q: 3 clusters Score -4195892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -4195905.500000 Penalty: 5214.344238
	Iteration 43Q: 3 clusters Score -4195906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -4195902.500000 Penalty: 5214.344238
	Iteration 44Q: 3 clusters Score -4195902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -4195903.000000 Penalty: 5214.344238
	Iteration 45Q: 3 clusters Score -4195903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -4195907.500000 Penalty: 5214.344238
	Iteration 46Q: 3 clusters Score -4195908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4195909.000000 Penalty: 5214.344238
	Iteration 47Q: 3 clusters Score -4195909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4195910.500000 Penalty: 5214.344238
	Iteration 48Q: 3 clusters Score -4195910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4195908.000000 Penalty: 5214.344238
	Iteration 49Q: 3 clusters Score -4195908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4195911.000000 Penalty: 5214.344238
	Iteration 50Q: 3 clusters Score -4195911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -4195912.500000 Penalty: 5214.344238
	Iteration 51Q: 3 clusters Score -4195912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -4195916.000000 Penalty: 5214.344238
	Iteration 52Q: 3 clusters Score -4195916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4195920.500000 Penalty: 5214.344238
	Iteration 53Q: 3 clusters Score -4195920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4195920.000000 Penalty: 5214.344238
	Iteration 54Q: 3 clusters Score -4195920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4195919.000000 Penalty: 5214.344238
	Iteration 55Q: 3 clusters Score -4195919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -4195924.000000 Penalty: 5214.344238
	Iteration 56Q: 3 clusters Score -4195924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -4195920.500000 Penalty: 5214.344238
	Iteration 57Q: 3 clusters Score -4195920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4195919.500000 Penalty: 5214.344238
	Iteration 58Q: 3 clusters Score -4195920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4195918.000000 Penalty: 5214.344238
	Iteration 59Q: 3 clusters Score -4195918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4195917.000000 Penalty: 5214.344238
	Iteration 60F: 3 clusters Score -4195917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4195917.000000 Penalty: 5214.344238
	Iteration 61Q: 3 clusters Score -4195917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4195917.000000 Penalty: 5214.344238
	Iteration 62F: 3 clusters Score -4195917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7241 members 
Mstep: Class 3 contains 53618 members 
Mstep: Class 4 contains 213554 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 15876 members 
Mstep: Class 9 contains 143205 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 37463 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 110492 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7862 members 
Mstep: Class 17 contains 128381 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13299 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 12999 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 8275 members 
Mstep: Class 27 contains 22029 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 11977 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5127 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6533 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30311 members 
Mstep: Class 45 contains 4717 members 
Mstep: Class 46 contains 41548 members 
Mstep: Class 47 contains 40065 members 
Mstep: Class 48 contains 4654 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3200 members 
Mstep: Class 53 contains 8485 members 
Mstep: Class 54 contains 9972 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14764 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8253 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21139 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8384 members 
Mstep: Class 63 contains 4999 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12873 members 
Mstep: Class 66 contains 3808 members 
Mstep: Class 67 contains 15677 members 
Mstep: Class 68 contains 14754 members 
Entering Unmasked Estep 
Score: -139304240.000000 Penalty: 237300.734375
Splitting cluster 27 changes total score from -139303392.000000 to -139304240.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -5140299.000000 Penalty: 2659.844971
	Iteration 0F: 2 clusters Score -5140299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -5109552.500000 Penalty: 5319.689941
	Iteration 0F: 3 clusters Score -5109552 nChanged 20911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5121763.000000 Penalty: 5319.689941
	Iteration 1F: 3 clusters Score -5121763 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5123146.000000 Penalty: 5319.689941
	Iteration 2F: 3 clusters Score -5123146 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5125107.000000 Penalty: 5319.689941
	Iteration 3F: 3 clusters Score -5125107 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -5127408.000000 Penalty: 5319.689941
	Iteration 4F: 3 clusters Score -5127408 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5129424.000000 Penalty: 5319.689941
	Iteration 5F: 3 clusters Score -5129424 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -5130936.000000 Penalty: 5319.689941
	Iteration 6F: 3 clusters Score -5130936 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -5131857.000000 Penalty: 5319.689941
	Iteration 7Q: 3 clusters Score -5131857 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -5132343.500000 Penalty: 5319.689941
	Iteration 8Q: 3 clusters Score -5132344 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -5132682.000000 Penalty: 5319.689941
	Iteration 9Q: 3 clusters Score -5132682 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5132893.500000 Penalty: 5319.689941
	Iteration 10Q: 3 clusters Score -5132894 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -5133061.000000 Penalty: 5319.689941
	Iteration 11Q: 3 clusters Score -5133061 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5133211.500000 Penalty: 5319.689941
	Iteration 12Q: 3 clusters Score -5133212 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -5133341.500000 Penalty: 5319.689941
	Iteration 13Q: 3 clusters Score -5133342 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -5133460.000000 Penalty: 5319.689941
	Iteration 14Q: 3 clusters Score -5133460 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5133519.000000 Penalty: 5319.689941
	Iteration 15Q: 3 clusters Score -5133519 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -5133593.500000 Penalty: 5319.689941
	Iteration 16Q: 3 clusters Score -5133594 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -5133663.500000 Penalty: 5319.689941
	Iteration 17Q: 3 clusters Score -5133664 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5133714.500000 Penalty: 5319.689941
	Iteration 18Q: 3 clusters Score -5133714 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -5133771.500000 Penalty: 5319.689941
	Iteration 19Q: 3 clusters Score -5133772 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5133857.000000 Penalty: 5319.689941
	Iteration 20F: 3 clusters Score -5133857 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -5133902.000000 Penalty: 5319.689941
	Iteration 21Q: 3 clusters Score -5133902 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5133970.000000 Penalty: 5319.689941
	Iteration 22Q: 3 clusters Score -5133970 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -5134072.500000 Penalty: 5319.689941
	Iteration 23Q: 3 clusters Score -5134072 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5134167.000000 Penalty: 5319.689941
	Iteration 24Q: 3 clusters Score -5134167 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -5134302.000000 Penalty: 5319.689941
	Iteration 25Q: 3 clusters Score -5134302 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -5134452.500000 Penalty: 5319.689941
	Iteration 26Q: 3 clusters Score -5134452 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -5134606.500000 Penalty: 5319.689941
	Iteration 27Q: 3 clusters Score -5134606 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -5134825.000000 Penalty: 5319.689941
	Iteration 28Q: 3 clusters Score -5134825 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -5135077.500000 Penalty: 5319.689941
	Iteration 29Q: 3 clusters Score -5135078 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5135335.000000 Penalty: 5319.689941
	Iteration 30Q: 3 clusters Score -5135335 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -5135539.000000 Penalty: 5319.689941
	Iteration 31Q: 3 clusters Score -5135539 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -5135816.500000 Penalty: 5319.689941
	Iteration 32Q: 3 clusters Score -5135816 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -5136057.500000 Penalty: 5319.689941
	Iteration 33Q: 3 clusters Score -5136058 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -5136301.500000 Penalty: 5319.689941
	Iteration 34Q: 3 clusters Score -5136302 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -5136491.000000 Penalty: 5319.689941
	Iteration 35Q: 3 clusters Score -5136491 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5136712.500000 Penalty: 5319.689941
	Iteration 36Q: 3 clusters Score -5136712 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5136893.500000 Penalty: 5319.689941
	Iteration 37Q: 3 clusters Score -5136894 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -5137060.000000 Penalty: 5319.689941
	Iteration 38Q: 3 clusters Score -5137060 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -5137207.500000 Penalty: 5319.689941
	Iteration 39Q: 3 clusters Score -5137208 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5137317.000000 Penalty: 5319.689941
	Iteration 40F: 3 clusters Score -5137317 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5137436.500000 Penalty: 5319.689941
	Iteration 41Q: 3 clusters Score -5137436 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -5137524.500000 Penalty: 5319.689941
	Iteration 42Q: 3 clusters Score -5137524 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -5137612.500000 Penalty: 5319.689941
	Iteration 43Q: 3 clusters Score -5137612 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -5137683.500000 Penalty: 5319.689941
	Iteration 44Q: 3 clusters Score -5137684 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -5137764.500000 Penalty: 5319.689941
	Iteration 45Q: 3 clusters Score -5137764 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5137813.500000 Penalty: 5319.689941
	Iteration 46Q: 3 clusters Score -5137814 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5137867.500000 Penalty: 5319.689941
	Iteration 47Q: 3 clusters Score -5137868 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -5137933.500000 Penalty: 5319.689941
	Iteration 48Q: 3 clusters Score -5137934 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -5137975.000000 Penalty: 5319.689941
	Iteration 49Q: 3 clusters Score -5137975 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -5138000.500000 Penalty: 5319.689941
	Iteration 50Q: 3 clusters Score -5138000 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -5138043.500000 Penalty: 5319.689941
	Iteration 51Q: 3 clusters Score -5138044 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -5138068.500000 Penalty: 5319.689941
	Iteration 52Q: 3 clusters Score -5138068 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5138087.000000 Penalty: 5319.689941
	Iteration 53Q: 3 clusters Score -5138087 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5138123.500000 Penalty: 5319.689941
	Iteration 54Q: 3 clusters Score -5138124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5138153.500000 Penalty: 5319.689941
	Iteration 55Q: 3 clusters Score -5138154 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5138195.000000 Penalty: 5319.689941
	Iteration 56Q: 3 clusters Score -5138195 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5138195.500000 Penalty: 5319.689941
	Iteration 57Q: 3 clusters Score -5138196 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5138212.000000 Penalty: 5319.689941
	Iteration 58Q: 3 clusters Score -5138212 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5138230.500000 Penalty: 5319.689941
	Iteration 59Q: 3 clusters Score -5138230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -5138233.000000 Penalty: 5319.689941
	Iteration 60F: 3 clusters Score -5138233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5138247.500000 Penalty: 5319.689941
	Iteration 61Q: 3 clusters Score -5138248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5138270.000000 Penalty: 5319.689941
	Iteration 62Q: 3 clusters Score -5138270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -5138282.000000 Penalty: 5319.689941
	Iteration 63Q: 3 clusters Score -5138282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -5138309.000000 Penalty: 5319.689941
	Iteration 64Q: 3 clusters Score -5138309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5138313.500000 Penalty: 5319.689941
	Iteration 65Q: 3 clusters Score -5138314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -5138333.000000 Penalty: 5319.689941
	Iteration 66Q: 3 clusters Score -5138333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5138354.000000 Penalty: 5319.689941
	Iteration 67Q: 3 clusters Score -5138354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5138366.000000 Penalty: 5319.689941
	Iteration 68Q: 3 clusters Score -5138366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5138377.000000 Penalty: 5319.689941
	Iteration 69Q: 3 clusters Score -5138377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5138385.000000 Penalty: 5319.689941
	Iteration 70Q: 3 clusters Score -5138385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5138386.000000 Penalty: 5319.689941
	Iteration 71Q: 3 clusters Score -5138386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5138394.000000 Penalty: 5319.689941
	Iteration 72Q: 3 clusters Score -5138394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5138410.000000 Penalty: 5319.689941
	Iteration 73Q: 3 clusters Score -5138410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5138423.000000 Penalty: 5319.689941
	Iteration 74Q: 3 clusters Score -5138423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5138416.500000 Penalty: 5319.689941
	Iteration 75Q: 3 clusters Score -5138416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -5138427.000000 Penalty: 5319.689941
	Iteration 76Q: 3 clusters Score -5138427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5138432.500000 Penalty: 5319.689941
	Iteration 77Q: 3 clusters Score -5138432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5138437.500000 Penalty: 5319.689941
	Iteration 78Q: 3 clusters Score -5138438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5138422.500000 Penalty: 5319.689941
	Iteration 79Q: 3 clusters Score -5138422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5138430.000000 Penalty: 5319.689941
	Iteration 80F: 3 clusters Score -5138430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5138435.500000 Penalty: 5319.689941
	Iteration 81Q: 3 clusters Score -5138436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5138439.500000 Penalty: 5319.689941
	Iteration 82Q: 3 clusters Score -5138440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5138446.500000 Penalty: 5319.689941
	Iteration 83Q: 3 clusters Score -5138446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5138451.000000 Penalty: 5319.689941
	Iteration 84Q: 3 clusters Score -5138451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5138450.500000 Penalty: 5319.689941
	Iteration 85Q: 3 clusters Score -5138450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5138449.000000 Penalty: 5319.689941
	Iteration 86Q: 3 clusters Score -5138449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5138451.000000 Penalty: 5319.689941
	Iteration 87Q: 3 clusters Score -5138451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5138458.000000 Penalty: 5319.689941
	Iteration 88Q: 3 clusters Score -5138458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -5138455.500000 Penalty: 5319.689941
	Iteration 89Q: 3 clusters Score -5138456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5138458.000000 Penalty: 5319.689941
	Iteration 90Q: 3 clusters Score -5138458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5138451.500000 Penalty: 5319.689941
	Iteration 91Q: 3 clusters Score -5138452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5138462.500000 Penalty: 5319.689941
	Iteration 92Q: 3 clusters Score -5138462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5138464.000000 Penalty: 5319.689941
	Iteration 93Q: 3 clusters Score -5138464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5138459.500000 Penalty: 5319.689941
	Iteration 94Q: 3 clusters Score -5138460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5138469.000000 Penalty: 5319.689941
	Iteration 95Q: 3 clusters Score -5138469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5138469.500000 Penalty: 5319.689941
	Iteration 96Q: 3 clusters Score -5138470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5138471.000000 Penalty: 5319.689941
	Iteration 97Q: 3 clusters Score -5138471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5138469.000000 Penalty: 5319.689941
	Iteration 98Q: 3 clusters Score -5138469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5138469.500000 Penalty: 5319.689941
	Iteration 99Q: 3 clusters Score -5138470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5138472.500000 Penalty: 5319.689941
	Iteration 100F: 3 clusters Score -5138472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5138464.500000 Penalty: 5319.689941
	Iteration 101Q: 3 clusters Score -5138464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5138473.500000 Penalty: 5319.689941
	Iteration 102Q: 3 clusters Score -5138474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5138479.000000 Penalty: 5319.689941
	Iteration 103Q: 3 clusters Score -5138479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5138485.000000 Penalty: 5319.689941
	Iteration 104Q: 3 clusters Score -5138485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5138479.000000 Penalty: 5319.689941
	Iteration 105Q: 3 clusters Score -5138479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5138477.500000 Penalty: 5319.689941
	Iteration 106Q: 3 clusters Score -5138478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5138476.000000 Penalty: 5319.689941
	Iteration 107Q: 3 clusters Score -5138476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5138475.500000 Penalty: 5319.689941
	Iteration 108Q: 3 clusters Score -5138476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5138477.000000 Penalty: 5319.689941
	Iteration 109Q: 3 clusters Score -5138477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5138477.000000 Penalty: 5319.689941
	Iteration 110Q: 3 clusters Score -5138477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5138477.000000 Penalty: 5319.689941
	Iteration 111F: 3 clusters Score -5138477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Entering Unmasked Estep 
Score: -1255853.375000 Penalty: 2328.904297
	Iteration 0F: 2 clusters Score -1255853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1246902.625000 Penalty: 4657.808594
	Iteration 0F: 3 clusters Score -1246903 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1249801.375000 Penalty: 4657.808594
	Iteration 1F: 3 clusters Score -1249801 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1250373.000000 Penalty: 4657.808594
	Iteration 2F: 3 clusters Score -1250373 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1250877.375000 Penalty: 4657.808594
	Iteration 3F: 3 clusters Score -1250877 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1251318.375000 Penalty: 4657.808594
	Iteration 4F: 3 clusters Score -1251318 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1251802.250000 Penalty: 4657.808594
	Iteration 5F: 3 clusters Score -1251802 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1252265.500000 Penalty: 4657.808594
	Iteration 6F: 3 clusters Score -1252266 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1252681.125000 Penalty: 4657.808594
	Iteration 7Q: 3 clusters Score -1252681 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1253108.750000 Penalty: 4657.808594
	Iteration 8Q: 3 clusters Score -1253109 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1253523.500000 Penalty: 4657.808594
	Iteration 9Q: 3 clusters Score -1253524 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1253851.500000 Penalty: 4657.808594
	Iteration 10Q: 3 clusters Score -1253852 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1254053.750000 Penalty: 4657.808594
	Iteration 11Q: 3 clusters Score -1254054 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1254145.250000 Penalty: 4657.808594
	Iteration 12Q: 3 clusters Score -1254145 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1254196.500000 Penalty: 4657.808594
	Iteration 13Q: 3 clusters Score -1254196 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1254228.000000 Penalty: 4657.808594
	Iteration 14Q: 3 clusters Score -1254228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1254246.875000 Penalty: 4657.808594
	Iteration 15Q: 3 clusters Score -1254247 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1254260.750000 Penalty: 4657.808594
	Iteration 16Q: 3 clusters Score -1254261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1254272.125000 Penalty: 4657.808594
	Iteration 17Q: 3 clusters Score -1254272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1254284 nChanged 30
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Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1254285 nChanged 31
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1254289 nChanged 29
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Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1254297 nChanged 25
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1254296 nChanged 20
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Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1254305 nChanged 31
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1254315 nChanged 25
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Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1254318 nChanged 22
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1254323 nChanged 18
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1254326 nChanged 14
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Mstep: Class 1 contains 6433 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1254329 nChanged 12
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1254330 nChanged 8
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	Iteration 31Q: 3 clusters Score -1254332 nChanged 8
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	Iteration 32Q: 3 clusters Score -1254330 nChanged 5
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Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1254330 nChanged 7
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	Iteration 34Q: 3 clusters Score -1254330 nChanged 8
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Mstep: Class 1 contains 6431 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1254330 nChanged 4
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1254334 nChanged 7
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Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1254333 nChanged 2
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Mstep: Class 1 contains 6436 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1254332 nChanged 2
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Mstep: Class 1 contains 6438 members 
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	Iteration 39Q: 3 clusters Score -1254334 nChanged 1
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	Iteration 40F: 3 clusters Score -1254333 nChanged 2
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	Iteration 41Q: 3 clusters Score -1254335 nChanged 1
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	Iteration 42Q: 3 clusters Score -1254336 nChanged 4
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	Iteration 43Q: 3 clusters Score -1254336 nChanged 4
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	Iteration 44Q: 3 clusters Score -1254338 nChanged 4
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	Iteration 45Q: 3 clusters Score -1254338 nChanged 6
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	Iteration 46Q: 3 clusters Score -1254335 nChanged 7
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	Iteration 47Q: 3 clusters Score -1254337 nChanged 7
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	Iteration 48Q: 3 clusters Score -1254341 nChanged 10
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	Iteration 49Q: 3 clusters Score -1254341 nChanged 13
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Mstep: Class 1 contains 6453 members 
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	Iteration 50Q: 3 clusters Score -1254346 nChanged 6
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	Iteration 51Q: 3 clusters Score -1254344 nChanged 7
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	Iteration 52Q: 3 clusters Score -1254346 nChanged 6
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	Iteration 53Q: 3 clusters Score -1254344 nChanged 3
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	Iteration 54Q: 3 clusters Score -1254345 nChanged 6
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	Iteration 56Q: 3 clusters Score -1254346 nChanged 8
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	Iteration 57Q: 3 clusters Score -1254346 nChanged 9
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	Iteration 58Q: 3 clusters Score -1254347 nChanged 8
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	Iteration 59Q: 3 clusters Score -1254348 nChanged 8
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	Iteration 60F: 3 clusters Score -1254350 nChanged 12
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	Iteration 61Q: 3 clusters Score -1254354 nChanged 19
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	Iteration 62Q: 3 clusters Score -1254357 nChanged 17
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	Iteration 63Q: 3 clusters Score -1254364 nChanged 11
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	Iteration 64Q: 3 clusters Score -1254364 nChanged 12
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	Iteration 65Q: 3 clusters Score -1254362 nChanged 12
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	Iteration 66Q: 3 clusters Score -1254362 nChanged 10
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	Iteration 67Q: 3 clusters Score -1254363 nChanged 12
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	Iteration 68Q: 3 clusters Score -1254364 nChanged 6
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1254371 nChanged 3
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	Iteration 70Q: 3 clusters Score -1254369 nChanged 6
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	Iteration 71Q: 3 clusters Score -1254368 nChanged 5
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	Iteration 72Q: 3 clusters Score -1254371 nChanged 6
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	Iteration 73Q: 3 clusters Score -1254372 nChanged 6
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	Iteration 74Q: 3 clusters Score -1254370 nChanged 9
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	Iteration 75Q: 3 clusters Score -1254377 nChanged 16
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	Iteration 76Q: 3 clusters Score -1254381 nChanged 21
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	Iteration 77Q: 3 clusters Score -1254381 nChanged 27
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	Iteration 78Q: 3 clusters Score -1254389 nChanged 22
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	Iteration 79Q: 3 clusters Score -1254389 nChanged 23
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	Iteration 80F: 3 clusters Score -1254395 nChanged 31
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	Iteration 81Q: 3 clusters Score -1254402 nChanged 37
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	Iteration 82Q: 3 clusters Score -1254410 nChanged 47
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	Iteration 83Q: 3 clusters Score -1254422 nChanged 40
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	Iteration 84Q: 3 clusters Score -1254434 nChanged 37
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1254442 nChanged 34
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	Iteration 91Q: 3 clusters Score -1254481 nChanged 21
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	Iteration 93Q: 3 clusters Score -1254483 nChanged 17
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	Iteration 97Q: 3 clusters Score -1254494 nChanged 11
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	Iteration 98Q: 3 clusters Score -1254496 nChanged 10
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	Iteration 101Q: 3 clusters Score -1254502 nChanged 17
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	Iteration 103Q: 3 clusters Score -1254509 nChanged 10
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	Iteration 105Q: 3 clusters Score -1254510 nChanged 16
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	Iteration 106Q: 3 clusters Score -1254510 nChanged 16
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	Iteration 107Q: 3 clusters Score -1254514 nChanged 13
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	Iteration 108Q: 3 clusters Score -1254516 nChanged 14
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	Iteration 109Q: 3 clusters Score -1254513 nChanged 20
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	Iteration 110Q: 3 clusters Score -1254517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1254517.875000 Penalty: 4657.808594
	Iteration 111Q: 3 clusters Score -1254518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1254521.125000 Penalty: 4657.808594
	Iteration 112Q: 3 clusters Score -1254521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1254523.125000 Penalty: 4657.808594
	Iteration 113Q: 3 clusters Score -1254523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1254522.250000 Penalty: 4657.808594
	Iteration 114Q: 3 clusters Score -1254522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1254521.250000 Penalty: 4657.808594
	Iteration 115Q: 3 clusters Score -1254521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1254520.875000 Penalty: 4657.808594
	Iteration 116Q: 3 clusters Score -1254521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1254521.250000 Penalty: 4657.808594
	Iteration 117Q: 3 clusters Score -1254521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1254523.625000 Penalty: 4657.808594
	Iteration 118Q: 3 clusters Score -1254524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1254524.750000 Penalty: 4657.808594
	Iteration 119Q: 3 clusters Score -1254525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1254524.500000 Penalty: 4657.808594
	Iteration 120F: 3 clusters Score -1254524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1254523.750000 Penalty: 4657.808594
	Iteration 121Q: 3 clusters Score -1254524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1254523.750000 Penalty: 4657.808594
	Iteration 122F: 3 clusters Score -1254524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Entering Unmasked Estep 
Score: -1208882.375000 Penalty: 2307.350098
	Iteration 0F: 2 clusters Score -1208882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1200647.375000 Penalty: 4614.700195
	Iteration 0F: 3 clusters Score -1200647 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1203425.000000 Penalty: 4614.700195
	Iteration 1F: 3 clusters Score -1203425 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1204041.625000 Penalty: 4614.700195
	Iteration 2F: 3 clusters Score -1204042 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1204554.375000 Penalty: 4614.700195
	Iteration 3F: 3 clusters Score -1204554 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1205055.250000 Penalty: 4614.700195
	Iteration 4F: 3 clusters Score -1205055 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1205550.375000 Penalty: 4614.700195
	Iteration 5F: 3 clusters Score -1205550 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1205997.500000 Penalty: 4614.700195
	Iteration 6F: 3 clusters Score -1205998 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1206392.000000 Penalty: 4614.700195
	Iteration 7Q: 3 clusters Score -1206392 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1206705.875000 Penalty: 4614.700195
	Iteration 8Q: 3 clusters Score -1206706 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1206958.625000 Penalty: 4614.700195
	Iteration 9Q: 3 clusters Score -1206959 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1207151.750000 Penalty: 4614.700195
	Iteration 10Q: 3 clusters Score -1207152 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1207305.875000 Penalty: 4614.700195
	Iteration 11Q: 3 clusters Score -1207306 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1207418.750000 Penalty: 4614.700195
	Iteration 12Q: 3 clusters Score -1207419 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1207484.750000 Penalty: 4614.700195
	Iteration 13Q: 3 clusters Score -1207485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1207527.375000 Penalty: 4614.700195
	Iteration 14Q: 3 clusters Score -1207527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1207565.250000 Penalty: 4614.700195
	Iteration 15Q: 3 clusters Score -1207565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1207588.875000 Penalty: 4614.700195
	Iteration 16Q: 3 clusters Score -1207589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1207601.500000 Penalty: 4614.700195
	Iteration 17Q: 3 clusters Score -1207602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1207607.750000 Penalty: 4614.700195
	Iteration 18Q: 3 clusters Score -1207608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1207616.375000 Penalty: 4614.700195
	Iteration 19Q: 3 clusters Score -1207616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1207622.375000 Penalty: 4614.700195
	Iteration 20F: 3 clusters Score -1207622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1207620.875000 Penalty: 4614.700195
	Iteration 21Q: 3 clusters Score -1207621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1207625.500000 Penalty: 4614.700195
	Iteration 22Q: 3 clusters Score -1207626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1207625.625000 Penalty: 4614.700195
	Iteration 23Q: 3 clusters Score -1207626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1207628.500000 Penalty: 4614.700195
	Iteration 24Q: 3 clusters Score -1207628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1207632.000000 Penalty: 4614.700195
	Iteration 25Q: 3 clusters Score -1207632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1207632.000000 Penalty: 4614.700195
	Iteration 26Q: 3 clusters Score -1207632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1207632.000000 Penalty: 4614.700195
	Iteration 27F: 3 clusters Score -1207632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Entering Unmasked Estep 
Score: -1025825.937500 Penalty: 2273.833984
	Iteration 0F: 2 clusters Score -1025826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1018412.812500 Penalty: 4547.667969
	Iteration 0F: 3 clusters Score -1018413 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1020563.312500 Penalty: 4547.667969
	Iteration 1F: 3 clusters Score -1020563 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1020918.937500 Penalty: 4547.667969
	Iteration 2F: 3 clusters Score -1020919 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1021236.562500 Penalty: 4547.667969
	Iteration 3F: 3 clusters Score -1021237 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1021561.125000 Penalty: 4547.667969
	Iteration 4F: 3 clusters Score -1021561 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1021920.812500 Penalty: 4547.667969
	Iteration 5F: 3 clusters Score -1021921 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1022329.625000 Penalty: 4547.667969
	Iteration 6F: 3 clusters Score -1022330 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1022731.250000 Penalty: 4547.667969
	Iteration 7F: 3 clusters Score -1022731 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1023084.687500 Penalty: 4547.667969
	Iteration 8F: 3 clusters Score -1023085 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1023413.187500 Penalty: 4547.667969
	Iteration 9Q: 3 clusters Score -1023413 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1023712.250000 Penalty: 4547.667969
	Iteration 10Q: 3 clusters Score -1023712 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1023958.062500 Penalty: 4547.667969
	Iteration 11Q: 3 clusters Score -1023958 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1024156.812500 Penalty: 4547.667969
	Iteration 12Q: 3 clusters Score -1024157 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1024288.187500 Penalty: 4547.667969
	Iteration 13Q: 3 clusters Score -1024288 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1024383.437500 Penalty: 4547.667969
	Iteration 14Q: 3 clusters Score -1024383 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1024463.375000 Penalty: 4547.667969
	Iteration 15Q: 3 clusters Score -1024463 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1024521.937500 Penalty: 4547.667969
	Iteration 16Q: 3 clusters Score -1024522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1024566.062500 Penalty: 4547.667969
	Iteration 17Q: 3 clusters Score -1024566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1024595.437500 Penalty: 4547.667969
	Iteration 18Q: 3 clusters Score -1024595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1024620.562500 Penalty: 4547.667969
	Iteration 19Q: 3 clusters Score -1024621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1024645.062500 Penalty: 4547.667969
	Iteration 20F: 3 clusters Score -1024645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1024674.125000 Penalty: 4547.667969
	Iteration 21Q: 3 clusters Score -1024674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1024697.000000 Penalty: 4547.667969
	Iteration 22Q: 3 clusters Score -1024697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1024722.125000 Penalty: 4547.667969
	Iteration 23Q: 3 clusters Score -1024722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1024742.375000 Penalty: 4547.667969
	Iteration 24Q: 3 clusters Score -1024742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1024762.687500 Penalty: 4547.667969
	Iteration 25Q: 3 clusters Score -1024763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1024785.250000 Penalty: 4547.667969
	Iteration 26Q: 3 clusters Score -1024785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1024806.500000 Penalty: 4547.667969
	Iteration 27Q: 3 clusters Score -1024806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1024819.375000 Penalty: 4547.667969
	Iteration 28Q: 3 clusters Score -1024819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1024824.687500 Penalty: 4547.667969
	Iteration 29Q: 3 clusters Score -1024825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1024828.000000 Penalty: 4547.667969
	Iteration 30Q: 3 clusters Score -1024828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1024827.437500 Penalty: 4547.667969
	Iteration 31Q: 3 clusters Score -1024827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1024828.625000 Penalty: 4547.667969
	Iteration 32Q: 3 clusters Score -1024829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1024830.875000 Penalty: 4547.667969
	Iteration 33Q: 3 clusters Score -1024831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1024833.375000 Penalty: 4547.667969
	Iteration 34Q: 3 clusters Score -1024833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1024834.000000 Penalty: 4547.667969
	Iteration 35Q: 3 clusters Score -1024834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1024837.562500 Penalty: 4547.667969
	Iteration 36Q: 3 clusters Score -1024838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1024838.687500 Penalty: 4547.667969
	Iteration 37Q: 3 clusters Score -1024839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1024838.187500 Penalty: 4547.667969
	Iteration 38Q: 3 clusters Score -1024838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1024838.750000 Penalty: 4547.667969
	Iteration 39Q: 3 clusters Score -1024839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1024840.437500 Penalty: 4547.667969
	Iteration 40F: 3 clusters Score -1024840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1024841.562500 Penalty: 4547.667969
	Iteration 41Q: 3 clusters Score -1024842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1024843.687500 Penalty: 4547.667969
	Iteration 42Q: 3 clusters Score -1024844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1024843.062500 Penalty: 4547.667969
	Iteration 43Q: 3 clusters Score -1024843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1024848.312500 Penalty: 4547.667969
	Iteration 44Q: 3 clusters Score -1024848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1024851.062500 Penalty: 4547.667969
	Iteration 45Q: 3 clusters Score -1024851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1024852.125000 Penalty: 4547.667969
	Iteration 46Q: 3 clusters Score -1024852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1024858.625000 Penalty: 4547.667969
	Iteration 47Q: 3 clusters Score -1024859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1024866.937500 Penalty: 4547.667969
	Iteration 48Q: 3 clusters Score -1024867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1024873.062500 Penalty: 4547.667969
	Iteration 49Q: 3 clusters Score -1024873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1024886.250000 Penalty: 4547.667969
	Iteration 50Q: 3 clusters Score -1024886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1024897.125000 Penalty: 4547.667969
	Iteration 51Q: 3 clusters Score -1024897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1024907.187500 Penalty: 4547.667969
	Iteration 52Q: 3 clusters Score -1024907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1024912.062500 Penalty: 4547.667969
	Iteration 53Q: 3 clusters Score -1024912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1024922.375000 Penalty: 4547.667969
	Iteration 54Q: 3 clusters Score -1024922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1024961.812500 Penalty: 4547.667969
	Iteration 55Q: 3 clusters Score -1024962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1024990.500000 Penalty: 4547.667969
	Iteration 56Q: 3 clusters Score -1024990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1025024.062500 Penalty: 4547.667969
	Iteration 57Q: 3 clusters Score -1025024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1025054.562500 Penalty: 4547.667969
	Iteration 58Q: 3 clusters Score -1025055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1025088.125000 Penalty: 4547.667969
	Iteration 59Q: 3 clusters Score -1025088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1025111.937500 Penalty: 4547.667969
	Iteration 60F: 3 clusters Score -1025112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1025130.375000 Penalty: 4547.667969
	Iteration 61Q: 3 clusters Score -1025130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1025146.437500 Penalty: 4547.667969
	Iteration 62Q: 3 clusters Score -1025146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1025165.000000 Penalty: 4547.667969
	Iteration 63Q: 3 clusters Score -1025165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1025182.062500 Penalty: 4547.667969
	Iteration 64Q: 3 clusters Score -1025182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1025192.500000 Penalty: 4547.667969
	Iteration 65Q: 3 clusters Score -1025192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1025201.687500 Penalty: 4547.667969
	Iteration 66Q: 3 clusters Score -1025202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1025210.812500 Penalty: 4547.667969
	Iteration 67Q: 3 clusters Score -1025211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1025210.750000 Penalty: 4547.667969
	Iteration 68Q: 3 clusters Score -1025211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1025215.375000 Penalty: 4547.667969
	Iteration 69Q: 3 clusters Score -1025215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1025214.500000 Penalty: 4547.667969
	Iteration 70Q: 3 clusters Score -1025214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1025214.812500 Penalty: 4547.667969
	Iteration 71Q: 3 clusters Score -1025215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1025214.312500 Penalty: 4547.667969
	Iteration 72Q: 3 clusters Score -1025214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1025216.000000 Penalty: 4547.667969
	Iteration 73Q: 3 clusters Score -1025216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1025216.250000 Penalty: 4547.667969
	Iteration 74Q: 3 clusters Score -1025216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1025216.250000 Penalty: 4547.667969
	Iteration 75F: 3 clusters Score -1025216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -140258.171875 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -140258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -138005.187500 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -138005.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -138403.265625 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -138403.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -138517.796875 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -138517.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138586.265625 Penalty: 3606.765137
	Iteration 3Q: 3 clusters Score -138586.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138623.046875 Penalty: 3606.765137
	Iteration 4Q: 3 clusters Score -138623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -138663.468750 Penalty: 3606.765137
	Iteration 5Q: 3 clusters Score -138663.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -138692.578125 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -138692.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -138719.109375 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -138719.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138737.000000 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -138737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138758.015625 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -138758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -138779.078125 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -138779.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138813.546875 Penalty: 3606.765137
	Iteration 11Q: 3 clusters Score -138813.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138862.734375 Penalty: 3606.765137
	Iteration 12Q: 3 clusters Score -138862.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138904.265625 Penalty: 3606.765137
	Iteration 13Q: 3 clusters Score -138904.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138948.843750 Penalty: 3606.765137
	Iteration 14Q: 3 clusters Score -138948.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138998.500000 Penalty: 3606.765137
	Iteration 15Q: 3 clusters Score -138998.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139062.515625 Penalty: 3606.765137
	Iteration 16Q: 3 clusters Score -139062.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -139132.171875 Penalty: 3606.765137
	Iteration 17Q: 3 clusters Score -139132.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -139190.750000 Penalty: 3606.765137
	Iteration 18Q: 3 clusters Score -139190.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139240.062500 Penalty: 3606.765137
	Iteration 19Q: 3 clusters Score -139240.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139275.968750 Penalty: 3606.765137
	Iteration 20F: 3 clusters Score -139276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139295.812500 Penalty: 3606.765137
	Iteration 21Q: 3 clusters Score -139295.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139308.984375 Penalty: 3606.765137
	Iteration 22Q: 3 clusters Score -139309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139313.937500 Penalty: 3606.765137
	Iteration 23Q: 3 clusters Score -139313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139317.046875 Penalty: 3606.765137
	Iteration 24Q: 3 clusters Score -139317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139322.187500 Penalty: 3606.765137
	Iteration 25Q: 3 clusters Score -139322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139331.515625 Penalty: 3606.765137
	Iteration 26Q: 3 clusters Score -139331.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139333.531250 Penalty: 3606.765137
	Iteration 27Q: 3 clusters Score -139333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -139336.578125 Penalty: 3606.765137
	Iteration 28Q: 3 clusters Score -139336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139338.062500 Penalty: 3606.765137
	Iteration 29Q: 3 clusters Score -139338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139339.890625 Penalty: 3606.765137
	Iteration 30Q: 3 clusters Score -139339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139342.593750 Penalty: 3606.765137
	Iteration 31Q: 3 clusters Score -139342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139344.187500 Penalty: 3606.765137
	Iteration 32Q: 3 clusters Score -139344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -139347.156250 Penalty: 3606.765137
	Iteration 33Q: 3 clusters Score -139347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139352.640625 Penalty: 3606.765137
	Iteration 34Q: 3 clusters Score -139352.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -139358.453125 Penalty: 3606.765137
	Iteration 35Q: 3 clusters Score -139358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139368.390625 Penalty: 3606.765137
	Iteration 36Q: 3 clusters Score -139368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139371.609375 Penalty: 3606.765137
	Iteration 37Q: 3 clusters Score -139371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -139374.453125 Penalty: 3606.765137
	Iteration 38Q: 3 clusters Score -139374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139376.046875 Penalty: 3606.765137
	Iteration 39Q: 3 clusters Score -139376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139376.046875 Penalty: 3606.765137
	Iteration 40F: 3 clusters Score -139376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Entering Unmasked Estep 
Score: -1285097.250000 Penalty: 2334.513916
	Iteration 0F: 2 clusters Score -1285097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1275981.000000 Penalty: 4669.027832
	Iteration 0F: 3 clusters Score -1275981 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1278719.875000 Penalty: 4669.027832
	Iteration 1F: 3 clusters Score -1278720 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1279071.625000 Penalty: 4669.027832
	Iteration 2F: 3 clusters Score -1279072 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1279431.625000 Penalty: 4669.027832
	Iteration 3F: 3 clusters Score -1279432 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1279773.625000 Penalty: 4669.027832
	Iteration 4F: 3 clusters Score -1279774 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1280159.875000 Penalty: 4669.027832
	Iteration 5F: 3 clusters Score -1280160 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1280548.250000 Penalty: 4669.027832
	Iteration 6F: 3 clusters Score -1280548 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1280872.500000 Penalty: 4669.027832
	Iteration 7Q: 3 clusters Score -1280872 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1281146.250000 Penalty: 4669.027832
	Iteration 8Q: 3 clusters Score -1281146 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1281367.375000 Penalty: 4669.027832
	Iteration 9Q: 3 clusters Score -1281367 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1281569.125000 Penalty: 4669.027832
	Iteration 10Q: 3 clusters Score -1281569 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1281727.750000 Penalty: 4669.027832
	Iteration 11Q: 3 clusters Score -1281728 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1281863.875000 Penalty: 4669.027832
	Iteration 12Q: 3 clusters Score -1281864 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1281957.250000 Penalty: 4669.027832
	Iteration 13Q: 3 clusters Score -1281957 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1282036.000000 Penalty: 4669.027832
	Iteration 14Q: 3 clusters Score -1282036 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1282090.625000 Penalty: 4669.027832
	Iteration 15Q: 3 clusters Score -1282091 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1282144.000000 Penalty: 4669.027832
	Iteration 16Q: 3 clusters Score -1282144 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1282186.125000 Penalty: 4669.027832
	Iteration 17Q: 3 clusters Score -1282186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1282218.125000 Penalty: 4669.027832
	Iteration 18Q: 3 clusters Score -1282218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1282231.625000 Penalty: 4669.027832
	Iteration 19Q: 3 clusters Score -1282232 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1282251.625000 Penalty: 4669.027832
	Iteration 20F: 3 clusters Score -1282252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1282259.125000 Penalty: 4669.027832
	Iteration 21Q: 3 clusters Score -1282259 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1282281.000000 Penalty: 4669.027832
	Iteration 22Q: 3 clusters Score -1282281 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1282292.625000 Penalty: 4669.027832
	Iteration 23Q: 3 clusters Score -1282293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1282302.375000 Penalty: 4669.027832
	Iteration 24Q: 3 clusters Score -1282302 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1282316.125000 Penalty: 4669.027832
	Iteration 25Q: 3 clusters Score -1282316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1282325.375000 Penalty: 4669.027832
	Iteration 26Q: 3 clusters Score -1282325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1282342.125000 Penalty: 4669.027832
	Iteration 27Q: 3 clusters Score -1282342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1282351.625000 Penalty: 4669.027832
	Iteration 28Q: 3 clusters Score -1282352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1282358.500000 Penalty: 4669.027832
	Iteration 29Q: 3 clusters Score -1282358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1282357.875000 Penalty: 4669.027832
	Iteration 30Q: 3 clusters Score -1282358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1282367.500000 Penalty: 4669.027832
	Iteration 31Q: 3 clusters Score -1282368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1282375.375000 Penalty: 4669.027832
	Iteration 32Q: 3 clusters Score -1282375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1282382.750000 Penalty: 4669.027832
	Iteration 33Q: 3 clusters Score -1282383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1282385.250000 Penalty: 4669.027832
	Iteration 34Q: 3 clusters Score -1282385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1282388.625000 Penalty: 4669.027832
	Iteration 35Q: 3 clusters Score -1282389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1282389.875000 Penalty: 4669.027832
	Iteration 36Q: 3 clusters Score -1282390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1282398.375000 Penalty: 4669.027832
	Iteration 37Q: 3 clusters Score -1282398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1282395.625000 Penalty: 4669.027832
	Iteration 38Q: 3 clusters Score -1282396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1282404.125000 Penalty: 4669.027832
	Iteration 39Q: 3 clusters Score -1282404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1282411.125000 Penalty: 4669.027832
	Iteration 40F: 3 clusters Score -1282411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1282414.375000 Penalty: 4669.027832
	Iteration 41Q: 3 clusters Score -1282414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1282412.250000 Penalty: 4669.027832
	Iteration 42Q: 3 clusters Score -1282412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1282414.750000 Penalty: 4669.027832
	Iteration 43Q: 3 clusters Score -1282415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1282419.125000 Penalty: 4669.027832
	Iteration 44Q: 3 clusters Score -1282419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1282422.000000 Penalty: 4669.027832
	Iteration 45Q: 3 clusters Score -1282422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1282427.875000 Penalty: 4669.027832
	Iteration 46Q: 3 clusters Score -1282428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1282427.875000 Penalty: 4669.027832
	Iteration 47Q: 3 clusters Score -1282428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1282431.250000 Penalty: 4669.027832
	Iteration 48Q: 3 clusters Score -1282431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1282436.750000 Penalty: 4669.027832
	Iteration 49Q: 3 clusters Score -1282437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1282437.750000 Penalty: 4669.027832
	Iteration 50Q: 3 clusters Score -1282438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1282443.500000 Penalty: 4669.027832
	Iteration 51Q: 3 clusters Score -1282444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1282445.500000 Penalty: 4669.027832
	Iteration 52Q: 3 clusters Score -1282446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1282447.875000 Penalty: 4669.027832
	Iteration 53Q: 3 clusters Score -1282448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1282451.500000 Penalty: 4669.027832
	Iteration 54Q: 3 clusters Score -1282452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1282463.125000 Penalty: 4669.027832
	Iteration 55Q: 3 clusters Score -1282463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1282462.875000 Penalty: 4669.027832
	Iteration 56Q: 3 clusters Score -1282463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1282462.875000 Penalty: 4669.027832
	Iteration 57Q: 3 clusters Score -1282463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1282468.250000 Penalty: 4669.027832
	Iteration 58Q: 3 clusters Score -1282468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1282473.125000 Penalty: 4669.027832
	Iteration 59Q: 3 clusters Score -1282473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1282480.000000 Penalty: 4669.027832
	Iteration 60F: 3 clusters Score -1282480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1282485.125000 Penalty: 4669.027832
	Iteration 61Q: 3 clusters Score -1282485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1282487.250000 Penalty: 4669.027832
	Iteration 62Q: 3 clusters Score -1282487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1282493.000000 Penalty: 4669.027832
	Iteration 63Q: 3 clusters Score -1282493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1282500.000000 Penalty: 4669.027832
	Iteration 64Q: 3 clusters Score -1282500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1282506.250000 Penalty: 4669.027832
	Iteration 65Q: 3 clusters Score -1282506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1282510.000000 Penalty: 4669.027832
	Iteration 66Q: 3 clusters Score -1282510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1282517.875000 Penalty: 4669.027832
	Iteration 67Q: 3 clusters Score -1282518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1282518.250000 Penalty: 4669.027832
	Iteration 68Q: 3 clusters Score -1282518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1282526.750000 Penalty: 4669.027832
	Iteration 69Q: 3 clusters Score -1282527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1282524.625000 Penalty: 4669.027832
	Iteration 70Q: 3 clusters Score -1282525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1282527.125000 Penalty: 4669.027832
	Iteration 71Q: 3 clusters Score -1282527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1282530.875000 Penalty: 4669.027832
	Iteration 72Q: 3 clusters Score -1282531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1282537.125000 Penalty: 4669.027832
	Iteration 73Q: 3 clusters Score -1282537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1282543.125000 Penalty: 4669.027832
	Iteration 74Q: 3 clusters Score -1282543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1282547.375000 Penalty: 4669.027832
	Iteration 75Q: 3 clusters Score -1282547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1282549.750000 Penalty: 4669.027832
	Iteration 76Q: 3 clusters Score -1282550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1282554.750000 Penalty: 4669.027832
	Iteration 77Q: 3 clusters Score -1282555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1282561.500000 Penalty: 4669.027832
	Iteration 78Q: 3 clusters Score -1282562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1282566.375000 Penalty: 4669.027832
	Iteration 79Q: 3 clusters Score -1282566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1282573.125000 Penalty: 4669.027832
	Iteration 80F: 3 clusters Score -1282573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1282578.125000 Penalty: 4669.027832
	Iteration 81Q: 3 clusters Score -1282578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1282580.500000 Penalty: 4669.027832
	Iteration 82Q: 3 clusters Score -1282580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1282589.375000 Penalty: 4669.027832
	Iteration 83Q: 3 clusters Score -1282589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1282592.375000 Penalty: 4669.027832
	Iteration 84Q: 3 clusters Score -1282592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1282601.375000 Penalty: 4669.027832
	Iteration 85Q: 3 clusters Score -1282601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1282609.500000 Penalty: 4669.027832
	Iteration 86Q: 3 clusters Score -1282610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1282613.625000 Penalty: 4669.027832
	Iteration 87Q: 3 clusters Score -1282614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1282621.625000 Penalty: 4669.027832
	Iteration 88Q: 3 clusters Score -1282622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1282625.875000 Penalty: 4669.027832
	Iteration 89Q: 3 clusters Score -1282626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1282630.125000 Penalty: 4669.027832
	Iteration 90Q: 3 clusters Score -1282630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1282634.250000 Penalty: 4669.027832
	Iteration 91Q: 3 clusters Score -1282634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1282638.875000 Penalty: 4669.027832
	Iteration 92Q: 3 clusters Score -1282639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1282654.250000 Penalty: 4669.027832
	Iteration 93Q: 3 clusters Score -1282654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1282666.625000 Penalty: 4669.027832
	Iteration 94Q: 3 clusters Score -1282667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1282679.125000 Penalty: 4669.027832
	Iteration 95Q: 3 clusters Score -1282679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1282688.500000 Penalty: 4669.027832
	Iteration 96Q: 3 clusters Score -1282688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1282706.250000 Penalty: 4669.027832
	Iteration 97Q: 3 clusters Score -1282706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1282726.500000 Penalty: 4669.027832
	Iteration 98Q: 3 clusters Score -1282726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1282734.125000 Penalty: 4669.027832
	Iteration 99Q: 3 clusters Score -1282734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1282747.250000 Penalty: 4669.027832
	Iteration 100F: 3 clusters Score -1282747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1282763.625000 Penalty: 4669.027832
	Iteration 101Q: 3 clusters Score -1282764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1282777.750000 Penalty: 4669.027832
	Iteration 102Q: 3 clusters Score -1282778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1282796.250000 Penalty: 4669.027832
	Iteration 103Q: 3 clusters Score -1282796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1282808.250000 Penalty: 4669.027832
	Iteration 104Q: 3 clusters Score -1282808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1282834.500000 Penalty: 4669.027832
	Iteration 105Q: 3 clusters Score -1282834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1282852.000000 Penalty: 4669.027832
	Iteration 106Q: 3 clusters Score -1282852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1282880.250000 Penalty: 4669.027832
	Iteration 107Q: 3 clusters Score -1282880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1282908.625000 Penalty: 4669.027832
	Iteration 108Q: 3 clusters Score -1282909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1282928.125000 Penalty: 4669.027832
	Iteration 109Q: 3 clusters Score -1282928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1282952.500000 Penalty: 4669.027832
	Iteration 110Q: 3 clusters Score -1282952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1282970.375000 Penalty: 4669.027832
	Iteration 111Q: 3 clusters Score -1282970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1282997.000000 Penalty: 4669.027832
	Iteration 112Q: 3 clusters Score -1282997 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1283023.000000 Penalty: 4669.027832
	Iteration 113Q: 3 clusters Score -1283023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1283055.625000 Penalty: 4669.027832
	Iteration 114Q: 3 clusters Score -1283056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1283084.875000 Penalty: 4669.027832
	Iteration 115Q: 3 clusters Score -1283085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1283110.125000 Penalty: 4669.027832
	Iteration 116Q: 3 clusters Score -1283110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1283133.375000 Penalty: 4669.027832
	Iteration 117Q: 3 clusters Score -1283133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1283148.375000 Penalty: 4669.027832
	Iteration 118Q: 3 clusters Score -1283148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1283168.250000 Penalty: 4669.027832
	Iteration 119Q: 3 clusters Score -1283168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1283188.000000 Penalty: 4669.027832
	Iteration 120F: 3 clusters Score -1283188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1283212.625000 Penalty: 4669.027832
	Iteration 121Q: 3 clusters Score -1283213 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1283238.375000 Penalty: 4669.027832
	Iteration 122Q: 3 clusters Score -1283238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1283261.375000 Penalty: 4669.027832
	Iteration 123Q: 3 clusters Score -1283261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1283285.625000 Penalty: 4669.027832
	Iteration 124Q: 3 clusters Score -1283286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1283317.750000 Penalty: 4669.027832
	Iteration 125Q: 3 clusters Score -1283318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1283340.625000 Penalty: 4669.027832
	Iteration 126Q: 3 clusters Score -1283341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1283372.250000 Penalty: 4669.027832
	Iteration 127Q: 3 clusters Score -1283372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1283397.875000 Penalty: 4669.027832
	Iteration 128Q: 3 clusters Score -1283398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1283415.625000 Penalty: 4669.027832
	Iteration 129Q: 3 clusters Score -1283416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1283436.500000 Penalty: 4669.027832
	Iteration 130Q: 3 clusters Score -1283436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1283452.750000 Penalty: 4669.027832
	Iteration 131Q: 3 clusters Score -1283453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1283472.250000 Penalty: 4669.027832
	Iteration 132Q: 3 clusters Score -1283472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1283485.000000 Penalty: 4669.027832
	Iteration 133Q: 3 clusters Score -1283485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1283497.750000 Penalty: 4669.027832
	Iteration 134Q: 3 clusters Score -1283498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1283508.625000 Penalty: 4669.027832
	Iteration 135Q: 3 clusters Score -1283509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1283516.625000 Penalty: 4669.027832
	Iteration 136Q: 3 clusters Score -1283517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1283523.500000 Penalty: 4669.027832
	Iteration 137Q: 3 clusters Score -1283524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1283527.375000 Penalty: 4669.027832
	Iteration 138Q: 3 clusters Score -1283527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1283530.875000 Penalty: 4669.027832
	Iteration 139Q: 3 clusters Score -1283531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1283538.375000 Penalty: 4669.027832
	Iteration 140F: 3 clusters Score -1283538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1283547.250000 Penalty: 4669.027832
	Iteration 141Q: 3 clusters Score -1283547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1283550.375000 Penalty: 4669.027832
	Iteration 142Q: 3 clusters Score -1283550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1283556.250000 Penalty: 4669.027832
	Iteration 143Q: 3 clusters Score -1283556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1283558.625000 Penalty: 4669.027832
	Iteration 144Q: 3 clusters Score -1283559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1283559.875000 Penalty: 4669.027832
	Iteration 145Q: 3 clusters Score -1283560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1283560.875000 Penalty: 4669.027832
	Iteration 146Q: 3 clusters Score -1283561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1283560.875000 Penalty: 4669.027832
	Iteration 147F: 3 clusters Score -1283561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -624665.500000 Penalty: 2151.243164
	Iteration 0F: 2 clusters Score -624665.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -619623.562500 Penalty: 4302.486328
	Iteration 0F: 3 clusters Score -619623.6 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -620920.875000 Penalty: 4302.486328
	Iteration 1F: 3 clusters Score -620920.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -621189.250000 Penalty: 4302.486328
	Iteration 2F: 3 clusters Score -621189.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -621406.750000 Penalty: 4302.486328
	Iteration 3F: 3 clusters Score -621406.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -621601.000000 Penalty: 4302.486328
	Iteration 4F: 3 clusters Score -621601 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -621782.812500 Penalty: 4302.486328
	Iteration 5Q: 3 clusters Score -621782.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -621963.937500 Penalty: 4302.486328
	Iteration 6Q: 3 clusters Score -621963.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -622093.062500 Penalty: 4302.486328
	Iteration 7Q: 3 clusters Score -622093.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -622214.812500 Penalty: 4302.486328
	Iteration 8Q: 3 clusters Score -622214.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -622324.687500 Penalty: 4302.486328
	Iteration 9Q: 3 clusters Score -622324.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -622404.375000 Penalty: 4302.486328
	Iteration 10Q: 3 clusters Score -622404.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -622473.375000 Penalty: 4302.486328
	Iteration 11Q: 3 clusters Score -622473.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -622533.250000 Penalty: 4302.486328
	Iteration 12Q: 3 clusters Score -622533.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -622579.562500 Penalty: 4302.486328
	Iteration 13Q: 3 clusters Score -622579.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -622623.375000 Penalty: 4302.486328
	Iteration 14Q: 3 clusters Score -622623.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -622664.625000 Penalty: 4302.486328
	Iteration 15Q: 3 clusters Score -622664.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -622697.937500 Penalty: 4302.486328
	Iteration 16Q: 3 clusters Score -622697.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -622731.500000 Penalty: 4302.486328
	Iteration 17Q: 3 clusters Score -622731.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -622763.437500 Penalty: 4302.486328
	Iteration 18Q: 3 clusters Score -622763.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -622792.062500 Penalty: 4302.486328
	Iteration 19Q: 3 clusters Score -622792.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -622813.500000 Penalty: 4302.486328
	Iteration 20F: 3 clusters Score -622813.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -622836.125000 Penalty: 4302.486328
	Iteration 21Q: 3 clusters Score -622836.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -622854.500000 Penalty: 4302.486328
	Iteration 22Q: 3 clusters Score -622854.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -622868.875000 Penalty: 4302.486328
	Iteration 23Q: 3 clusters Score -622868.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -622879.875000 Penalty: 4302.486328
	Iteration 24Q: 3 clusters Score -622879.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -622892.312500 Penalty: 4302.486328
	Iteration 25Q: 3 clusters Score -622892.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -622906.687500 Penalty: 4302.486328
	Iteration 26Q: 3 clusters Score -622906.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -622916.312500 Penalty: 4302.486328
	Iteration 27Q: 3 clusters Score -622916.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -622925.500000 Penalty: 4302.486328
	Iteration 28Q: 3 clusters Score -622925.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -622932.187500 Penalty: 4302.486328
	Iteration 29Q: 3 clusters Score -622932.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -622935.187500 Penalty: 4302.486328
	Iteration 30Q: 3 clusters Score -622935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -622937.125000 Penalty: 4302.486328
	Iteration 31Q: 3 clusters Score -622937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -622936.312500 Penalty: 4302.486328
	Iteration 32Q: 3 clusters Score -622936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -622936.875000 Penalty: 4302.486328
	Iteration 33Q: 3 clusters Score -622936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -622937.062500 Penalty: 4302.486328
	Iteration 34Q: 3 clusters Score -622937.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -622937.062500 Penalty: 4302.486328
	Iteration 35F: 3 clusters Score -622937.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -73680.859375 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -73680.86 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 349 members 
Entering Unmasked Estep 
Score: -72042.523438 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -72042.52 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72285.539062 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -72285.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72423.585938 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -72423.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72544.085938 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -72544.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72650.156250 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -72650.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72737.820312 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -72737.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72814.023438 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -72814.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72867.601562 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -72867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72927.093750 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -72927.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73034.414062 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -73034.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73200.554688 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -73200.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73437.812500 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -73437.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73639.500000 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -73639.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73711.640625 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -73711.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73747.453125 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -73747.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73755.656250 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -73755.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73760.726562 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -73760.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73760.726562 Penalty: 3245.780273
	Iteration 17F: 3 clusters Score -73760.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7241 members 
Mstep: Class 3 contains 53618 members 
Mstep: Class 4 contains 213554 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 15876 members 
Mstep: Class 9 contains 143205 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 37463 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 110492 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7862 members 
Mstep: Class 17 contains 128381 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13299 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 12999 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 8275 members 
Mstep: Class 27 contains 22029 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 11977 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5127 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6533 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 30311 members 
Mstep: Class 45 contains 4717 members 
Mstep: Class 46 contains 41548 members 
Mstep: Class 47 contains 40065 members 
Mstep: Class 48 contains 4654 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3200 members 
Mstep: Class 53 contains 8485 members 
Mstep: Class 54 contains 9972 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14764 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8253 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21139 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8384 members 
Mstep: Class 63 contains 4999 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12873 members 
Mstep: Class 66 contains 3808 members 
Mstep: Class 67 contains 15677 members 
Mstep: Class 68 contains 14754 members 
Mstep: Class 69 contains 286 members 
Entering Unmasked Estep 
Score: -139302576.000000 Penalty: 240790.437500
Splitting cluster 35 changes total score from -139303392.000000 to -139302576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -124894.640625 Penalty: 1748.860229
	Iteration 0F: 2 clusters Score -124894.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -122861.492188 Penalty: 3497.720459
	Iteration 0F: 3 clusters Score -122861.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123208.406250 Penalty: 3497.720459
	Iteration 1F: 3 clusters Score -123208.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -123297.796875 Penalty: 3497.720459
	Iteration 2F: 3 clusters Score -123297.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123339.750000 Penalty: 3497.720459
	Iteration 3Q: 3 clusters Score -123339.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -123374.679688 Penalty: 3497.720459
	Iteration 4Q: 3 clusters Score -123374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123389.882812 Penalty: 3497.720459
	Iteration 5Q: 3 clusters Score -123389.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123397.406250 Penalty: 3497.720459
	Iteration 6Q: 3 clusters Score -123397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -123402.562500 Penalty: 3497.720459
	Iteration 7Q: 3 clusters Score -123402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123404.265625 Penalty: 3497.720459
	Iteration 8Q: 3 clusters Score -123404.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -123404.984375 Penalty: 3497.720459
	Iteration 9Q: 3 clusters Score -123405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -123406.304688 Penalty: 3497.720459
	Iteration 10Q: 3 clusters Score -123406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -123406.765625 Penalty: 3497.720459
	Iteration 11Q: 3 clusters Score -123406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -123406.765625 Penalty: 3497.720459
	Iteration 12F: 3 clusters Score -123406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -355730.312500 Penalty: 1996.257935
	Iteration 0F: 2 clusters Score -355730.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -352384.500000 Penalty: 3992.515869
	Iteration 0F: 3 clusters Score -352384.5 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -353006.375000 Penalty: 3992.515869
	Iteration 1F: 3 clusters Score -353006.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -353143.500000 Penalty: 3992.515869
	Iteration 2F: 3 clusters Score -353143.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -353237.062500 Penalty: 3992.515869
	Iteration 3Q: 3 clusters Score -353237.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -353309.781250 Penalty: 3992.515869
	Iteration 4Q: 3 clusters Score -353309.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -353349.312500 Penalty: 3992.515869
	Iteration 5Q: 3 clusters Score -353349.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -353377.187500 Penalty: 3992.515869
	Iteration 6Q: 3 clusters Score -353377.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -353401.531250 Penalty: 3992.515869
	Iteration 7Q: 3 clusters Score -353401.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -353419.062500 Penalty: 3992.515869
	Iteration 8Q: 3 clusters Score -353419.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -353429.281250 Penalty: 3992.515869
	Iteration 9Q: 3 clusters Score -353429.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -353437.406250 Penalty: 3992.515869
	Iteration 10Q: 3 clusters Score -353437.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -353447.656250 Penalty: 3992.515869
	Iteration 11Q: 3 clusters Score -353447.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -353455.312500 Penalty: 3992.515869
	Iteration 12Q: 3 clusters Score -353455.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -353463.250000 Penalty: 3992.515869
	Iteration 13Q: 3 clusters Score -353463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -353468.187500 Penalty: 3992.515869
	Iteration 14Q: 3 clusters Score -353468.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -353475.375000 Penalty: 3992.515869
	Iteration 15Q: 3 clusters Score -353475.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -353480.125000 Penalty: 3992.515869
	Iteration 16Q: 3 clusters Score -353480.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -353483.281250 Penalty: 3992.515869
	Iteration 17Q: 3 clusters Score -353483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -353485.625000 Penalty: 3992.515869
	Iteration 18Q: 3 clusters Score -353485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -353485.781250 Penalty: 3992.515869
	Iteration 19Q: 3 clusters Score -353485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -353489.812500 Penalty: 3992.515869
	Iteration 20F: 3 clusters Score -353489.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -353492.718750 Penalty: 3992.515869
	Iteration 21Q: 3 clusters Score -353492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -353497.031250 Penalty: 3992.515869
	Iteration 22Q: 3 clusters Score -353497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -353501.656250 Penalty: 3992.515869
	Iteration 23Q: 3 clusters Score -353501.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -353508.687500 Penalty: 3992.515869
	Iteration 24Q: 3 clusters Score -353508.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -353518.093750 Penalty: 3992.515869
	Iteration 25Q: 3 clusters Score -353518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -353523.406250 Penalty: 3992.515869
	Iteration 26Q: 3 clusters Score -353523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -353525.062500 Penalty: 3992.515869
	Iteration 27Q: 3 clusters Score -353525.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -353527.437500 Penalty: 3992.515869
	Iteration 28Q: 3 clusters Score -353527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -353529.687500 Penalty: 3992.515869
	Iteration 29Q: 3 clusters Score -353529.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -353531.718750 Penalty: 3992.515869
	Iteration 30Q: 3 clusters Score -353531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -353533.843750 Penalty: 3992.515869
	Iteration 31Q: 3 clusters Score -353533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -353535.250000 Penalty: 3992.515869
	Iteration 32Q: 3 clusters Score -353535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -353536.125000 Penalty: 3992.515869
	Iteration 33Q: 3 clusters Score -353536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -353538.937500 Penalty: 3992.515869
	Iteration 34Q: 3 clusters Score -353538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -353541.187500 Penalty: 3992.515869
	Iteration 35Q: 3 clusters Score -353541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -353542.531250 Penalty: 3992.515869
	Iteration 36Q: 3 clusters Score -353542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -353544.156250 Penalty: 3992.515869
	Iteration 37Q: 3 clusters Score -353544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -353545.125000 Penalty: 3992.515869
	Iteration 38Q: 3 clusters Score -353545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -353546.562500 Penalty: 3992.515869
	Iteration 39Q: 3 clusters Score -353546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -353546.968750 Penalty: 3992.515869
	Iteration 40F: 3 clusters Score -353547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -353548.031250 Penalty: 3992.515869
	Iteration 41Q: 3 clusters Score -353548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -353549.093750 Penalty: 3992.515869
	Iteration 42Q: 3 clusters Score -353549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -353550.093750 Penalty: 3992.515869
	Iteration 43Q: 3 clusters Score -353550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -353551.343750 Penalty: 3992.515869
	Iteration 44Q: 3 clusters Score -353551.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -353553.875000 Penalty: 3992.515869
	Iteration 45Q: 3 clusters Score -353553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -353554.531250 Penalty: 3992.515869
	Iteration 46Q: 3 clusters Score -353554.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -353556.406250 Penalty: 3992.515869
	Iteration 47Q: 3 clusters Score -353556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -353556.937500 Penalty: 3992.515869
	Iteration 48Q: 3 clusters Score -353556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -353557.843750 Penalty: 3992.515869
	Iteration 49Q: 3 clusters Score -353557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -353557.843750 Penalty: 3992.515869
	Iteration 50F: 3 clusters Score -353557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Entering Unmasked Estep 
Score: -517827.000000 Penalty: 2118.484619
	Iteration 0F: 2 clusters Score -517827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -513192.906250 Penalty: 4236.969238
	Iteration 0F: 3 clusters Score -513192.9 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -514403.500000 Penalty: 4236.969238
	Iteration 1F: 3 clusters Score -514403.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -514788.156250 Penalty: 4236.969238
	Iteration 2F: 3 clusters Score -514788.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -515047.281250 Penalty: 4236.969238
	Iteration 3F: 3 clusters Score -515047.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -515293.843750 Penalty: 4236.969238
	Iteration 4F: 3 clusters Score -515293.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -515545.062500 Penalty: 4236.969238
	Iteration 5F: 3 clusters Score -515545.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -515711.406250 Penalty: 4236.969238
	Iteration 6Q: 3 clusters Score -515711.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -515821.125000 Penalty: 4236.969238
	Iteration 7Q: 3 clusters Score -515821.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -515892.125000 Penalty: 4236.969238
	Iteration 8Q: 3 clusters Score -515892.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -515955.593750 Penalty: 4236.969238
	Iteration 9Q: 3 clusters Score -515955.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -516020.000000 Penalty: 4236.969238
	Iteration 10Q: 3 clusters Score -516020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -516059.343750 Penalty: 4236.969238
	Iteration 11Q: 3 clusters Score -516059.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -516085.437500 Penalty: 4236.969238
	Iteration 12Q: 3 clusters Score -516085.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -516109.093750 Penalty: 4236.969238
	Iteration 13Q: 3 clusters Score -516109.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -516124.437500 Penalty: 4236.969238
	Iteration 14Q: 3 clusters Score -516124.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -516135.062500 Penalty: 4236.969238
	Iteration 15Q: 3 clusters Score -516135.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -516145.000000 Penalty: 4236.969238
	Iteration 16Q: 3 clusters Score -516145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -516151.562500 Penalty: 4236.969238
	Iteration 17Q: 3 clusters Score -516151.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -516157.312500 Penalty: 4236.969238
	Iteration 18Q: 3 clusters Score -516157.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -516163.250000 Penalty: 4236.969238
	Iteration 19Q: 3 clusters Score -516163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -516165.687500 Penalty: 4236.969238
	Iteration 20F: 3 clusters Score -516165.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -516170.125000 Penalty: 4236.969238
	Iteration 21Q: 3 clusters Score -516170.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -516174.875000 Penalty: 4236.969238
	Iteration 22Q: 3 clusters Score -516174.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -516179.093750 Penalty: 4236.969238
	Iteration 23Q: 3 clusters Score -516179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -516180.375000 Penalty: 4236.969238
	Iteration 24Q: 3 clusters Score -516180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -516183.031250 Penalty: 4236.969238
	Iteration 25Q: 3 clusters Score -516183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -516182.812500 Penalty: 4236.969238
	Iteration 26Q: 3 clusters Score -516182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -516182.812500 Penalty: 4236.969238
	Iteration 27F: 3 clusters Score -516182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Entering Unmasked Estep 
Score: -1538704.125000 Penalty: 2364.328613
	Iteration 0F: 2 clusters Score -1538704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1528629.125000 Penalty: 4728.657227
	Iteration 0F: 3 clusters Score -1528629 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1531811.875000 Penalty: 4728.657227
	Iteration 1F: 3 clusters Score -1531812 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1532210.125000 Penalty: 4728.657227
	Iteration 2F: 3 clusters Score -1532210 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1532503.375000 Penalty: 4728.657227
	Iteration 3Q: 3 clusters Score -1532503 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1532786.250000 Penalty: 4728.657227
	Iteration 4Q: 3 clusters Score -1532786 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1533020.750000 Penalty: 4728.657227
	Iteration 5Q: 3 clusters Score -1533021 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1533258.750000 Penalty: 4728.657227
	Iteration 6Q: 3 clusters Score -1533259 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1533555.500000 Penalty: 4728.657227
	Iteration 7Q: 3 clusters Score -1533556 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1533896.625000 Penalty: 4728.657227
	Iteration 8Q: 3 clusters Score -1533897 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1534253.500000 Penalty: 4728.657227
	Iteration 9Q: 3 clusters Score -1534254 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1534581.875000 Penalty: 4728.657227
	Iteration 10Q: 3 clusters Score -1534582 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1534854.375000 Penalty: 4728.657227
	Iteration 11Q: 3 clusters Score -1534854 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1535122.875000 Penalty: 4728.657227
	Iteration 12Q: 3 clusters Score -1535123 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1535383.000000 Penalty: 4728.657227
	Iteration 13Q: 3 clusters Score -1535383 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1535594.000000 Penalty: 4728.657227
	Iteration 14Q: 3 clusters Score -1535594 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1535748.875000 Penalty: 4728.657227
	Iteration 15Q: 3 clusters Score -1535749 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1535877.875000 Penalty: 4728.657227
	Iteration 16Q: 3 clusters Score -1535878 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1535955.250000 Penalty: 4728.657227
	Iteration 17Q: 3 clusters Score -1535955 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1536029.250000 Penalty: 4728.657227
	Iteration 18Q: 3 clusters Score -1536029 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1536069.250000 Penalty: 4728.657227
	Iteration 19Q: 3 clusters Score -1536069 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1536120.250000 Penalty: 4728.657227
	Iteration 20F: 3 clusters Score -1536120 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1536166.000000 Penalty: 4728.657227
	Iteration 21Q: 3 clusters Score -1536166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1536193.250000 Penalty: 4728.657227
	Iteration 22Q: 3 clusters Score -1536193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1536210.250000 Penalty: 4728.657227
	Iteration 23Q: 3 clusters Score -1536210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1536237.625000 Penalty: 4728.657227
	Iteration 24Q: 3 clusters Score -1536238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1536252.125000 Penalty: 4728.657227
	Iteration 25Q: 3 clusters Score -1536252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1536275.875000 Penalty: 4728.657227
	Iteration 26Q: 3 clusters Score -1536276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1536293.375000 Penalty: 4728.657227
	Iteration 27Q: 3 clusters Score -1536293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1536304.125000 Penalty: 4728.657227
	Iteration 28Q: 3 clusters Score -1536304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1536315.875000 Penalty: 4728.657227
	Iteration 29Q: 3 clusters Score -1536316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1536331.750000 Penalty: 4728.657227
	Iteration 30Q: 3 clusters Score -1536332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1536346.750000 Penalty: 4728.657227
	Iteration 31Q: 3 clusters Score -1536347 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1536361.750000 Penalty: 4728.657227
	Iteration 32Q: 3 clusters Score -1536362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1536373.000000 Penalty: 4728.657227
	Iteration 33Q: 3 clusters Score -1536373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1536385.125000 Penalty: 4728.657227
	Iteration 34Q: 3 clusters Score -1536385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1536396.375000 Penalty: 4728.657227
	Iteration 35Q: 3 clusters Score -1536396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1536399.875000 Penalty: 4728.657227
	Iteration 36Q: 3 clusters Score -1536400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1536406.000000 Penalty: 4728.657227
	Iteration 37Q: 3 clusters Score -1536406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1536412.625000 Penalty: 4728.657227
	Iteration 38Q: 3 clusters Score -1536413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1536421.875000 Penalty: 4728.657227
	Iteration 39Q: 3 clusters Score -1536422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1536431.250000 Penalty: 4728.657227
	Iteration 40F: 3 clusters Score -1536431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1536434.125000 Penalty: 4728.657227
	Iteration 41Q: 3 clusters Score -1536434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1536442.500000 Penalty: 4728.657227
	Iteration 42Q: 3 clusters Score -1536442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1536451.875000 Penalty: 4728.657227
	Iteration 43Q: 3 clusters Score -1536452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1536458.500000 Penalty: 4728.657227
	Iteration 44Q: 3 clusters Score -1536458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1536463.250000 Penalty: 4728.657227
	Iteration 45Q: 3 clusters Score -1536463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1536473.875000 Penalty: 4728.657227
	Iteration 46Q: 3 clusters Score -1536474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1536475.250000 Penalty: 4728.657227
	Iteration 47Q: 3 clusters Score -1536475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1536476.875000 Penalty: 4728.657227
	Iteration 48Q: 3 clusters Score -1536477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1536484.875000 Penalty: 4728.657227
	Iteration 49Q: 3 clusters Score -1536485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1536489.625000 Penalty: 4728.657227
	Iteration 50Q: 3 clusters Score -1536490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1536492.250000 Penalty: 4728.657227
	Iteration 51Q: 3 clusters Score -1536492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1536495.000000 Penalty: 4728.657227
	Iteration 52Q: 3 clusters Score -1536495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1536497.125000 Penalty: 4728.657227
	Iteration 53Q: 3 clusters Score -1536497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1536499.375000 Penalty: 4728.657227
	Iteration 54Q: 3 clusters Score -1536499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1536503.125000 Penalty: 4728.657227
	Iteration 55Q: 3 clusters Score -1536503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1536510.000000 Penalty: 4728.657227
	Iteration 56Q: 3 clusters Score -1536510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1536513.750000 Penalty: 4728.657227
	Iteration 57Q: 3 clusters Score -1536514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1536520.750000 Penalty: 4728.657227
	Iteration 58Q: 3 clusters Score -1536521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1536522.625000 Penalty: 4728.657227
	Iteration 59Q: 3 clusters Score -1536523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1536529.000000 Penalty: 4728.657227
	Iteration 60F: 3 clusters Score -1536529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1536527.500000 Penalty: 4728.657227
	Iteration 61Q: 3 clusters Score -1536528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1536528.875000 Penalty: 4728.657227
	Iteration 62Q: 3 clusters Score -1536529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1536533.375000 Penalty: 4728.657227
	Iteration 63Q: 3 clusters Score -1536533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1536532.375000 Penalty: 4728.657227
	Iteration 64Q: 3 clusters Score -1536532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1536536.000000 Penalty: 4728.657227
	Iteration 65Q: 3 clusters Score -1536536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1536542.375000 Penalty: 4728.657227
	Iteration 66Q: 3 clusters Score -1536542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1536542.125000 Penalty: 4728.657227
	Iteration 67Q: 3 clusters Score -1536542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1536549.000000 Penalty: 4728.657227
	Iteration 68Q: 3 clusters Score -1536549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1536553.625000 Penalty: 4728.657227
	Iteration 69Q: 3 clusters Score -1536554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1536557.375000 Penalty: 4728.657227
	Iteration 70Q: 3 clusters Score -1536557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1536557.625000 Penalty: 4728.657227
	Iteration 71Q: 3 clusters Score -1536558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1536558.750000 Penalty: 4728.657227
	Iteration 72Q: 3 clusters Score -1536559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1536562.875000 Penalty: 4728.657227
	Iteration 73Q: 3 clusters Score -1536563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1536564.125000 Penalty: 4728.657227
	Iteration 74Q: 3 clusters Score -1536564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1536564.500000 Penalty: 4728.657227
	Iteration 75Q: 3 clusters Score -1536564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1536567.625000 Penalty: 4728.657227
	Iteration 76Q: 3 clusters Score -1536568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1536570.375000 Penalty: 4728.657227
	Iteration 77Q: 3 clusters Score -1536570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1536570.125000 Penalty: 4728.657227
	Iteration 78Q: 3 clusters Score -1536570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1536573.375000 Penalty: 4728.657227
	Iteration 79Q: 3 clusters Score -1536573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1536572.750000 Penalty: 4728.657227
	Iteration 80F: 3 clusters Score -1536573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1536577.750000 Penalty: 4728.657227
	Iteration 81Q: 3 clusters Score -1536578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1536578.750000 Penalty: 4728.657227
	Iteration 82Q: 3 clusters Score -1536579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1536582.500000 Penalty: 4728.657227
	Iteration 83Q: 3 clusters Score -1536582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1536585.750000 Penalty: 4728.657227
	Iteration 84Q: 3 clusters Score -1536586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1536586.875000 Penalty: 4728.657227
	Iteration 85Q: 3 clusters Score -1536587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1536590.500000 Penalty: 4728.657227
	Iteration 86Q: 3 clusters Score -1536590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1536595.000000 Penalty: 4728.657227
	Iteration 87Q: 3 clusters Score -1536595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1536599.375000 Penalty: 4728.657227
	Iteration 88Q: 3 clusters Score -1536599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1536603.250000 Penalty: 4728.657227
	Iteration 89Q: 3 clusters Score -1536603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1536603.500000 Penalty: 4728.657227
	Iteration 90Q: 3 clusters Score -1536604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1536607.500000 Penalty: 4728.657227
	Iteration 91Q: 3 clusters Score -1536608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1536611.250000 Penalty: 4728.657227
	Iteration 92Q: 3 clusters Score -1536611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1536615.250000 Penalty: 4728.657227
	Iteration 93Q: 3 clusters Score -1536615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1536617.125000 Penalty: 4728.657227
	Iteration 94Q: 3 clusters Score -1536617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1536613.125000 Penalty: 4728.657227
	Iteration 95Q: 3 clusters Score -1536613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1536618.875000 Penalty: 4728.657227
	Iteration 96Q: 3 clusters Score -1536619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1536624.375000 Penalty: 4728.657227
	Iteration 97Q: 3 clusters Score -1536624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1536632.750000 Penalty: 4728.657227
	Iteration 98Q: 3 clusters Score -1536633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1536638.375000 Penalty: 4728.657227
	Iteration 99Q: 3 clusters Score -1536638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1536643.875000 Penalty: 4728.657227
	Iteration 100F: 3 clusters Score -1536644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1536654.375000 Penalty: 4728.657227
	Iteration 101Q: 3 clusters Score -1536654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1536661.250000 Penalty: 4728.657227
	Iteration 102Q: 3 clusters Score -1536661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1536669.500000 Penalty: 4728.657227
	Iteration 103Q: 3 clusters Score -1536670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1536677.375000 Penalty: 4728.657227
	Iteration 104Q: 3 clusters Score -1536677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1536686.750000 Penalty: 4728.657227
	Iteration 105Q: 3 clusters Score -1536687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1536697.625000 Penalty: 4728.657227
	Iteration 106Q: 3 clusters Score -1536698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1536704.750000 Penalty: 4728.657227
	Iteration 107Q: 3 clusters Score -1536705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1536716.625000 Penalty: 4728.657227
	Iteration 108Q: 3 clusters Score -1536717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1536728.250000 Penalty: 4728.657227
	Iteration 109Q: 3 clusters Score -1536728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1536740.750000 Penalty: 4728.657227
	Iteration 110Q: 3 clusters Score -1536741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1536759.875000 Penalty: 4728.657227
	Iteration 111Q: 3 clusters Score -1536760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1536780.125000 Penalty: 4728.657227
	Iteration 112Q: 3 clusters Score -1536780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1536796.500000 Penalty: 4728.657227
	Iteration 113Q: 3 clusters Score -1536796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1536810.500000 Penalty: 4728.657227
	Iteration 114Q: 3 clusters Score -1536810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1536833.125000 Penalty: 4728.657227
	Iteration 115Q: 3 clusters Score -1536833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1536846.375000 Penalty: 4728.657227
	Iteration 116Q: 3 clusters Score -1536846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1536855.500000 Penalty: 4728.657227
	Iteration 117Q: 3 clusters Score -1536856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1536870.625000 Penalty: 4728.657227
	Iteration 118Q: 3 clusters Score -1536871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1536884.875000 Penalty: 4728.657227
	Iteration 119Q: 3 clusters Score -1536885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1536897.250000 Penalty: 4728.657227
	Iteration 120F: 3 clusters Score -1536897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1536901.000000 Penalty: 4728.657227
	Iteration 121Q: 3 clusters Score -1536901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1536902.875000 Penalty: 4728.657227
	Iteration 122Q: 3 clusters Score -1536903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1536907.500000 Penalty: 4728.657227
	Iteration 123Q: 3 clusters Score -1536908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1536915.000000 Penalty: 4728.657227
	Iteration 124Q: 3 clusters Score -1536915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1536923.875000 Penalty: 4728.657227
	Iteration 125Q: 3 clusters Score -1536924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1536935.875000 Penalty: 4728.657227
	Iteration 126Q: 3 clusters Score -1536936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1536944.750000 Penalty: 4728.657227
	Iteration 127Q: 3 clusters Score -1536945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1536955.375000 Penalty: 4728.657227
	Iteration 128Q: 3 clusters Score -1536955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1536958.500000 Penalty: 4728.657227
	Iteration 129Q: 3 clusters Score -1536958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1536972.125000 Penalty: 4728.657227
	Iteration 130Q: 3 clusters Score -1536972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1536980.250000 Penalty: 4728.657227
	Iteration 131Q: 3 clusters Score -1536980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1536988.250000 Penalty: 4728.657227
	Iteration 132Q: 3 clusters Score -1536988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1536994.625000 Penalty: 4728.657227
	Iteration 133Q: 3 clusters Score -1536995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1537001.000000 Penalty: 4728.657227
	Iteration 134Q: 3 clusters Score -1537001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1537011.500000 Penalty: 4728.657227
	Iteration 135Q: 3 clusters Score -1537012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1537023.625000 Penalty: 4728.657227
	Iteration 136Q: 3 clusters Score -1537024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1537035.375000 Penalty: 4728.657227
	Iteration 137Q: 3 clusters Score -1537035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1537043.000000 Penalty: 4728.657227
	Iteration 138Q: 3 clusters Score -1537043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1537054.000000 Penalty: 4728.657227
	Iteration 139Q: 3 clusters Score -1537054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1537060.500000 Penalty: 4728.657227
	Iteration 140F: 3 clusters Score -1537060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1537069.375000 Penalty: 4728.657227
	Iteration 141Q: 3 clusters Score -1537069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1537073.000000 Penalty: 4728.657227
	Iteration 142Q: 3 clusters Score -1537073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1537082.375000 Penalty: 4728.657227
	Iteration 143Q: 3 clusters Score -1537082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1537089.875000 Penalty: 4728.657227
	Iteration 144Q: 3 clusters Score -1537090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1537105.125000 Penalty: 4728.657227
	Iteration 145Q: 3 clusters Score -1537105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1537124.625000 Penalty: 4728.657227
	Iteration 146Q: 3 clusters Score -1537125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1537162.875000 Penalty: 4728.657227
	Iteration 147Q: 3 clusters Score -1537163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1537218.750000 Penalty: 4728.657227
	Iteration 148Q: 3 clusters Score -1537219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1537355.750000 Penalty: 4728.657227
	Iteration 149Q: 3 clusters Score -1537356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1537480.500000 Penalty: 4728.657227
	Iteration 150Q: 3 clusters Score -1537480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1537522.750000 Penalty: 4728.657227
	Iteration 151Q: 3 clusters Score -1537523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1537544.375000 Penalty: 4728.657227
	Iteration 152Q: 3 clusters Score -1537544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1537552.000000 Penalty: 4728.657227
	Iteration 153Q: 3 clusters Score -1537552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1537556.375000 Penalty: 4728.657227
	Iteration 154Q: 3 clusters Score -1537556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1537563.750000 Penalty: 4728.657227
	Iteration 155Q: 3 clusters Score -1537564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1537564.125000 Penalty: 4728.657227
	Iteration 156Q: 3 clusters Score -1537564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1537564.250000 Penalty: 4728.657227
	Iteration 157Q: 3 clusters Score -1537564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1537566.500000 Penalty: 4728.657227
	Iteration 158Q: 3 clusters Score -1537566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1537565.875000 Penalty: 4728.657227
	Iteration 159Q: 3 clusters Score -1537566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1537566.500000 Penalty: 4728.657227
	Iteration 160F: 3 clusters Score -1537566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1537566.500000 Penalty: 4728.657227
	Iteration 161Q: 3 clusters Score -1537566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1537566.500000 Penalty: 4728.657227
	Iteration 162F: 3 clusters Score -1537566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Entering Unmasked Estep 
Score: -2575295.000000 Penalty: 2509.072266
	Iteration 0F: 2 clusters Score -2575295 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 12352 members 
Entering Unmasked Estep 
Score: -2558128.000000 Penalty: 5018.144531
	Iteration 0F: 3 clusters Score -2558128 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2564411.250000 Penalty: 5018.144531
	Iteration 1F: 3 clusters Score -2564411 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2565146.500000 Penalty: 5018.144531
	Iteration 2F: 3 clusters Score -2565146 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2565946.250000 Penalty: 5018.144531
	Iteration 3F: 3 clusters Score -2565946 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2566824.250000 Penalty: 5018.144531
	Iteration 4F: 3 clusters Score -2566824 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2567589.750000 Penalty: 5018.144531
	Iteration 5F: 3 clusters Score -2567590 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2568267.750000 Penalty: 5018.144531
	Iteration 6F: 3 clusters Score -2568268 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2568875.250000 Penalty: 5018.144531
	Iteration 7Q: 3 clusters Score -2568875 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2569383.750000 Penalty: 5018.144531
	Iteration 8Q: 3 clusters Score -2569384 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2569837.750000 Penalty: 5018.144531
	Iteration 9Q: 3 clusters Score -2569838 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2570242.750000 Penalty: 5018.144531
	Iteration 10Q: 3 clusters Score -2570243 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2570618.250000 Penalty: 5018.144531
	Iteration 11Q: 3 clusters Score -2570618 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2570930.250000 Penalty: 5018.144531
	Iteration 12Q: 3 clusters Score -2570930 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2571191.250000 Penalty: 5018.144531
	Iteration 13Q: 3 clusters Score -2571191 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2571416.750000 Penalty: 5018.144531
	Iteration 14Q: 3 clusters Score -2571417 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2571607.500000 Penalty: 5018.144531
	Iteration 15Q: 3 clusters Score -2571608 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2571768.250000 Penalty: 5018.144531
	Iteration 16Q: 3 clusters Score -2571768 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2571902.000000 Penalty: 5018.144531
	Iteration 17Q: 3 clusters Score -2571902 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2572006.000000 Penalty: 5018.144531
	Iteration 18Q: 3 clusters Score -2572006 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2572101.000000 Penalty: 5018.144531
	Iteration 19Q: 3 clusters Score -2572101 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2572167.250000 Penalty: 5018.144531
	Iteration 20F: 3 clusters Score -2572167 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2572218.000000 Penalty: 5018.144531
	Iteration 21Q: 3 clusters Score -2572218 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2572259.750000 Penalty: 5018.144531
	Iteration 22Q: 3 clusters Score -2572260 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2572288.500000 Penalty: 5018.144531
	Iteration 23Q: 3 clusters Score -2572288 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2572329.000000 Penalty: 5018.144531
	Iteration 24Q: 3 clusters Score -2572329 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2572356.750000 Penalty: 5018.144531
	Iteration 25Q: 3 clusters Score -2572357 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2572391.500000 Penalty: 5018.144531
	Iteration 26Q: 3 clusters Score -2572392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2572409.750000 Penalty: 5018.144531
	Iteration 27Q: 3 clusters Score -2572410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2572423.000000 Penalty: 5018.144531
	Iteration 28Q: 3 clusters Score -2572423 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2572446.500000 Penalty: 5018.144531
	Iteration 29Q: 3 clusters Score -2572446 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2572466.250000 Penalty: 5018.144531
	Iteration 30Q: 3 clusters Score -2572466 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2572502.250000 Penalty: 5018.144531
	Iteration 31Q: 3 clusters Score -2572502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2572521.750000 Penalty: 5018.144531
	Iteration 32Q: 3 clusters Score -2572522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2572542.000000 Penalty: 5018.144531
	Iteration 33Q: 3 clusters Score -2572542 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2572557.500000 Penalty: 5018.144531
	Iteration 34Q: 3 clusters Score -2572558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2572567.000000 Penalty: 5018.144531
	Iteration 35Q: 3 clusters Score -2572567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2572578.250000 Penalty: 5018.144531
	Iteration 36Q: 3 clusters Score -2572578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2572588.250000 Penalty: 5018.144531
	Iteration 37Q: 3 clusters Score -2572588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2572595.000000 Penalty: 5018.144531
	Iteration 38Q: 3 clusters Score -2572595 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2572607.250000 Penalty: 5018.144531
	Iteration 39Q: 3 clusters Score -2572607 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2572619.000000 Penalty: 5018.144531
	Iteration 40F: 3 clusters Score -2572619 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2572640.000000 Penalty: 5018.144531
	Iteration 41Q: 3 clusters Score -2572640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2572656.750000 Penalty: 5018.144531
	Iteration 42Q: 3 clusters Score -2572657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2572676.000000 Penalty: 5018.144531
	Iteration 43Q: 3 clusters Score -2572676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2572690.000000 Penalty: 5018.144531
	Iteration 44Q: 3 clusters Score -2572690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2572715.500000 Penalty: 5018.144531
	Iteration 45Q: 3 clusters Score -2572716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2572727.000000 Penalty: 5018.144531
	Iteration 46Q: 3 clusters Score -2572727 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2572738.500000 Penalty: 5018.144531
	Iteration 47Q: 3 clusters Score -2572738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2572753.000000 Penalty: 5018.144531
	Iteration 48Q: 3 clusters Score -2572753 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2572762.250000 Penalty: 5018.144531
	Iteration 49Q: 3 clusters Score -2572762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2572779.250000 Penalty: 5018.144531
	Iteration 50Q: 3 clusters Score -2572779 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2572782.250000 Penalty: 5018.144531
	Iteration 51Q: 3 clusters Score -2572782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2572791.500000 Penalty: 5018.144531
	Iteration 52Q: 3 clusters Score -2572792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2572799.500000 Penalty: 5018.144531
	Iteration 53Q: 3 clusters Score -2572800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2572805.250000 Penalty: 5018.144531
	Iteration 54Q: 3 clusters Score -2572805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2572808.000000 Penalty: 5018.144531
	Iteration 55Q: 3 clusters Score -2572808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2572809.500000 Penalty: 5018.144531
	Iteration 56Q: 3 clusters Score -2572810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2572827.750000 Penalty: 5018.144531
	Iteration 57Q: 3 clusters Score -2572828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2572845.750000 Penalty: 5018.144531
	Iteration 58Q: 3 clusters Score -2572846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2572853.250000 Penalty: 5018.144531
	Iteration 59Q: 3 clusters Score -2572853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2572861.750000 Penalty: 5018.144531
	Iteration 60F: 3 clusters Score -2572862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2572863.250000 Penalty: 5018.144531
	Iteration 61Q: 3 clusters Score -2572863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2572875.250000 Penalty: 5018.144531
	Iteration 62Q: 3 clusters Score -2572875 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2572892.250000 Penalty: 5018.144531
	Iteration 63Q: 3 clusters Score -2572892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2572917.250000 Penalty: 5018.144531
	Iteration 64Q: 3 clusters Score -2572917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2572928.500000 Penalty: 5018.144531
	Iteration 65Q: 3 clusters Score -2572928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2572945.250000 Penalty: 5018.144531
	Iteration 66Q: 3 clusters Score -2572945 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2572988.000000 Penalty: 5018.144531
	Iteration 67Q: 3 clusters Score -2572988 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2573023.000000 Penalty: 5018.144531
	Iteration 68Q: 3 clusters Score -2573023 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2573047.250000 Penalty: 5018.144531
	Iteration 69Q: 3 clusters Score -2573047 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2573085.750000 Penalty: 5018.144531
	Iteration 70Q: 3 clusters Score -2573086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2573133.750000 Penalty: 5018.144531
	Iteration 71Q: 3 clusters Score -2573134 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2573157.500000 Penalty: 5018.144531
	Iteration 72Q: 3 clusters Score -2573158 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2573170.750000 Penalty: 5018.144531
	Iteration 73Q: 3 clusters Score -2573171 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2573190.000000 Penalty: 5018.144531
	Iteration 74Q: 3 clusters Score -2573190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2573212.500000 Penalty: 5018.144531
	Iteration 75Q: 3 clusters Score -2573212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2573229.500000 Penalty: 5018.144531
	Iteration 76Q: 3 clusters Score -2573230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2573243.000000 Penalty: 5018.144531
	Iteration 77Q: 3 clusters Score -2573243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2573254.500000 Penalty: 5018.144531
	Iteration 78Q: 3 clusters Score -2573254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2573276.000000 Penalty: 5018.144531
	Iteration 79Q: 3 clusters Score -2573276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2573297.000000 Penalty: 5018.144531
	Iteration 80F: 3 clusters Score -2573297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2573309.000000 Penalty: 5018.144531
	Iteration 81Q: 3 clusters Score -2573309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2573321.500000 Penalty: 5018.144531
	Iteration 82Q: 3 clusters Score -2573322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2573335.000000 Penalty: 5018.144531
	Iteration 83Q: 3 clusters Score -2573335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2573351.250000 Penalty: 5018.144531
	Iteration 84Q: 3 clusters Score -2573351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2573366.750000 Penalty: 5018.144531
	Iteration 85Q: 3 clusters Score -2573367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2573384.750000 Penalty: 5018.144531
	Iteration 86Q: 3 clusters Score -2573385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2573399.750000 Penalty: 5018.144531
	Iteration 87Q: 3 clusters Score -2573400 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2573417.750000 Penalty: 5018.144531
	Iteration 88Q: 3 clusters Score -2573418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2573425.500000 Penalty: 5018.144531
	Iteration 89Q: 3 clusters Score -2573426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2573442.750000 Penalty: 5018.144531
	Iteration 90Q: 3 clusters Score -2573443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2573448.500000 Penalty: 5018.144531
	Iteration 91Q: 3 clusters Score -2573448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2573464.500000 Penalty: 5018.144531
	Iteration 92Q: 3 clusters Score -2573464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2573472.000000 Penalty: 5018.144531
	Iteration 93Q: 3 clusters Score -2573472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2573475.500000 Penalty: 5018.144531
	Iteration 94Q: 3 clusters Score -2573476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2573497.250000 Penalty: 5018.144531
	Iteration 95Q: 3 clusters Score -2573497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2573497.750000 Penalty: 5018.144531
	Iteration 96Q: 3 clusters Score -2573498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2573519.750000 Penalty: 5018.144531
	Iteration 97Q: 3 clusters Score -2573520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2573519.250000 Penalty: 5018.144531
	Iteration 98Q: 3 clusters Score -2573519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2573526.500000 Penalty: 5018.144531
	Iteration 99Q: 3 clusters Score -2573526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2573538.250000 Penalty: 5018.144531
	Iteration 100F: 3 clusters Score -2573538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2573539.500000 Penalty: 5018.144531
	Iteration 101Q: 3 clusters Score -2573540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2573551.000000 Penalty: 5018.144531
	Iteration 102Q: 3 clusters Score -2573551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2573553.250000 Penalty: 5018.144531
	Iteration 103Q: 3 clusters Score -2573553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2573562.250000 Penalty: 5018.144531
	Iteration 104Q: 3 clusters Score -2573562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2573573.250000 Penalty: 5018.144531
	Iteration 105Q: 3 clusters Score -2573573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2573581.000000 Penalty: 5018.144531
	Iteration 106Q: 3 clusters Score -2573581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2573593.250000 Penalty: 5018.144531
	Iteration 107Q: 3 clusters Score -2573593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2573609.000000 Penalty: 5018.144531
	Iteration 108Q: 3 clusters Score -2573609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2573618.500000 Penalty: 5018.144531
	Iteration 109Q: 3 clusters Score -2573618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2573636.000000 Penalty: 5018.144531
	Iteration 110Q: 3 clusters Score -2573636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2573640.000000 Penalty: 5018.144531
	Iteration 111Q: 3 clusters Score -2573640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2573646.250000 Penalty: 5018.144531
	Iteration 112Q: 3 clusters Score -2573646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2573656.750000 Penalty: 5018.144531
	Iteration 113Q: 3 clusters Score -2573657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2573661.000000 Penalty: 5018.144531
	Iteration 114Q: 3 clusters Score -2573661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2573657.500000 Penalty: 5018.144531
	Iteration 115Q: 3 clusters Score -2573658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2573659.250000 Penalty: 5018.144531
	Iteration 116Q: 3 clusters Score -2573659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2573660.500000 Penalty: 5018.144531
	Iteration 117Q: 3 clusters Score -2573660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2573661.750000 Penalty: 5018.144531
	Iteration 118Q: 3 clusters Score -2573662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2573666.750000 Penalty: 5018.144531
	Iteration 119Q: 3 clusters Score -2573667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2573665.750000 Penalty: 5018.144531
	Iteration 120F: 3 clusters Score -2573666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2573673.000000 Penalty: 5018.144531
	Iteration 121Q: 3 clusters Score -2573673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2573672.000000 Penalty: 5018.144531
	Iteration 122Q: 3 clusters Score -2573672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2573674.750000 Penalty: 5018.144531
	Iteration 123Q: 3 clusters Score -2573675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2573680.000000 Penalty: 5018.144531
	Iteration 124Q: 3 clusters Score -2573680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2573680.750000 Penalty: 5018.144531
	Iteration 125Q: 3 clusters Score -2573681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2573679.750000 Penalty: 5018.144531
	Iteration 126Q: 3 clusters Score -2573680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2573687.250000 Penalty: 5018.144531
	Iteration 127Q: 3 clusters Score -2573687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2573685.000000 Penalty: 5018.144531
	Iteration 128Q: 3 clusters Score -2573685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2573680.500000 Penalty: 5018.144531
	Iteration 129Q: 3 clusters Score -2573680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2573679.250000 Penalty: 5018.144531
	Iteration 130Q: 3 clusters Score -2573679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2573680.750000 Penalty: 5018.144531
	Iteration 131Q: 3 clusters Score -2573681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2573680.250000 Penalty: 5018.144531
	Iteration 132Q: 3 clusters Score -2573680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2573687.000000 Penalty: 5018.144531
	Iteration 133Q: 3 clusters Score -2573687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2573697.250000 Penalty: 5018.144531
	Iteration 134Q: 3 clusters Score -2573697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2573695.750000 Penalty: 5018.144531
	Iteration 135Q: 3 clusters Score -2573696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2573702.500000 Penalty: 5018.144531
	Iteration 136Q: 3 clusters Score -2573702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2573705.750000 Penalty: 5018.144531
	Iteration 137Q: 3 clusters Score -2573706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2573707.750000 Penalty: 5018.144531
	Iteration 138Q: 3 clusters Score -2573708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2573714.000000 Penalty: 5018.144531
	Iteration 139Q: 3 clusters Score -2573714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2573715.250000 Penalty: 5018.144531
	Iteration 140F: 3 clusters Score -2573715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2573728.500000 Penalty: 5018.144531
	Iteration 141Q: 3 clusters Score -2573728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2573734.500000 Penalty: 5018.144531
	Iteration 142Q: 3 clusters Score -2573734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2573733.500000 Penalty: 5018.144531
	Iteration 143Q: 3 clusters Score -2573734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2573731.750000 Penalty: 5018.144531
	Iteration 144Q: 3 clusters Score -2573732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2573735.250000 Penalty: 5018.144531
	Iteration 145Q: 3 clusters Score -2573735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2573732.750000 Penalty: 5018.144531
	Iteration 146Q: 3 clusters Score -2573733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2573737.500000 Penalty: 5018.144531
	Iteration 147Q: 3 clusters Score -2573738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2573737.500000 Penalty: 5018.144531
	Iteration 148F: 3 clusters Score -2573738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -567367.687500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -567367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -562578.812500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -562578.8 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -563758.437500 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -563758.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -564061.812500 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -564061.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -564237.062500 Penalty: 4259.475098
	Iteration 3F: 3 clusters Score -564237.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -564347.187500 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -564347.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -564422.437500 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -564422.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -564474.125000 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -564474.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -564509.312500 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -564509.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -564540.375000 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -564540.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -564567.125000 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -564567.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -564595.250000 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -564595.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -564644.187500 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -564644.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -564693.437500 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -564693.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -564747.437500 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -564747.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -564800.500000 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -564800.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -564844.625000 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -564844.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -564880.312500 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -564880.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -564917.437500 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -564917.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -564942.687500 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -564942.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -564970.500000 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -564970.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -564997.312500 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -564997.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -565024.875000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -565024.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -565049.875000 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -565049.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -565069.687500 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -565069.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -565090.812500 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -565090.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -565114.125000 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -565114.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -565130.312500 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -565130.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -565147.125000 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -565147.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -565163.875000 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -565163.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -565184.125000 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -565184.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -565197.687500 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -565197.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -565214.187500 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -565214.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -565232.937500 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -565232.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -565250.250000 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -565250.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -565267.062500 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -565267.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -565282.562500 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -565282.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -565295.437500 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -565295.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -565307.250000 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -565307.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -565322.312500 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -565322.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -565332.500000 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -565332.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -565343.000000 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -565343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -565353.250000 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -565353.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -565367.812500 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -565367.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -565378.250000 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -565378.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -565390.562500 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -565390.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -565404.125000 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -565404.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -565415.437500 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -565415.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -565426.312500 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -565426.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -565438.562500 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -565438.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -565448.375000 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -565448.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -565460.062500 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -565460.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -565473.500000 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -565473.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -565488.500000 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -565488.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -565502.312500 Penalty: 4259.475098
	Iteration 53Q: 3 clusters Score -565502.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -565512.250000 Penalty: 4259.475098
	Iteration 54Q: 3 clusters Score -565512.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -565520.875000 Penalty: 4259.475098
	Iteration 55Q: 3 clusters Score -565520.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -565528.687500 Penalty: 4259.475098
	Iteration 56Q: 3 clusters Score -565528.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -565535.312500 Penalty: 4259.475098
	Iteration 57Q: 3 clusters Score -565535.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -565538.250000 Penalty: 4259.475098
	Iteration 58Q: 3 clusters Score -565538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -565540.812500 Penalty: 4259.475098
	Iteration 59Q: 3 clusters Score -565540.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -565545.625000 Penalty: 4259.475098
	Iteration 60F: 3 clusters Score -565545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -565551.812500 Penalty: 4259.475098
	Iteration 61Q: 3 clusters Score -565551.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -565556.000000 Penalty: 4259.475098
	Iteration 62Q: 3 clusters Score -565556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -565559.812500 Penalty: 4259.475098
	Iteration 63Q: 3 clusters Score -565559.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -565564.437500 Penalty: 4259.475098
	Iteration 64Q: 3 clusters Score -565564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -565565.062500 Penalty: 4259.475098
	Iteration 65Q: 3 clusters Score -565565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -565567.062500 Penalty: 4259.475098
	Iteration 66Q: 3 clusters Score -565567.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -565567.062500 Penalty: 4259.475098
	Iteration 67F: 3 clusters Score -565567.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -702452.250000 Penalty: 2178.586182
	Iteration 0F: 2 clusters Score -702452.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -696915.500000 Penalty: 4357.172363
	Iteration 0F: 3 clusters Score -696915.5 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -698342.875000 Penalty: 4357.172363
	Iteration 1F: 3 clusters Score -698342.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -698589.062500 Penalty: 4357.172363
	Iteration 2F: 3 clusters Score -698589.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -698767.625000 Penalty: 4357.172363
	Iteration 3F: 3 clusters Score -698767.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -698928.000000 Penalty: 4357.172363
	Iteration 4Q: 3 clusters Score -698928 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -699059.062500 Penalty: 4357.172363
	Iteration 5Q: 3 clusters Score -699059.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -699179.750000 Penalty: 4357.172363
	Iteration 6Q: 3 clusters Score -699179.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -699306.687500 Penalty: 4357.172363
	Iteration 7Q: 3 clusters Score -699306.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -699436.250000 Penalty: 4357.172363
	Iteration 8Q: 3 clusters Score -699436.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -699569.625000 Penalty: 4357.172363
	Iteration 9Q: 3 clusters Score -699569.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -699678.562500 Penalty: 4357.172363
	Iteration 10Q: 3 clusters Score -699678.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -699775.562500 Penalty: 4357.172363
	Iteration 11Q: 3 clusters Score -699775.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -699857.812500 Penalty: 4357.172363
	Iteration 12Q: 3 clusters Score -699857.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -699921.812500 Penalty: 4357.172363
	Iteration 13Q: 3 clusters Score -699921.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -699984.187500 Penalty: 4357.172363
	Iteration 14Q: 3 clusters Score -699984.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -700049.687500 Penalty: 4357.172363
	Iteration 15Q: 3 clusters Score -700049.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -700105.875000 Penalty: 4357.172363
	Iteration 16Q: 3 clusters Score -700105.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -700183.000000 Penalty: 4357.172363
	Iteration 17Q: 3 clusters Score -700183 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -700257.812500 Penalty: 4357.172363
	Iteration 18Q: 3 clusters Score -700257.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -700333.875000 Penalty: 4357.172363
	Iteration 19Q: 3 clusters Score -700333.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -700405.062500 Penalty: 4357.172363
	Iteration 20F: 3 clusters Score -700405.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -700468.937500 Penalty: 4357.172363
	Iteration 21Q: 3 clusters Score -700468.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -700528.500000 Penalty: 4357.172363
	Iteration 22Q: 3 clusters Score -700528.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -700571.750000 Penalty: 4357.172363
	Iteration 23Q: 3 clusters Score -700571.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -700607.937500 Penalty: 4357.172363
	Iteration 24Q: 3 clusters Score -700607.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -700642.875000 Penalty: 4357.172363
	Iteration 25Q: 3 clusters Score -700642.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -700683.937500 Penalty: 4357.172363
	Iteration 26Q: 3 clusters Score -700683.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -700722.500000 Penalty: 4357.172363
	Iteration 27Q: 3 clusters Score -700722.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -700763.625000 Penalty: 4357.172363
	Iteration 28Q: 3 clusters Score -700763.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -700808.062500 Penalty: 4357.172363
	Iteration 29Q: 3 clusters Score -700808.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -700872.250000 Penalty: 4357.172363
	Iteration 30Q: 3 clusters Score -700872.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -700964.875000 Penalty: 4357.172363
	Iteration 31Q: 3 clusters Score -700964.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -701073.375000 Penalty: 4357.172363
	Iteration 32Q: 3 clusters Score -701073.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -701165.250000 Penalty: 4357.172363
	Iteration 33Q: 3 clusters Score -701165.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -701244.625000 Penalty: 4357.172363
	Iteration 34Q: 3 clusters Score -701244.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -701306.625000 Penalty: 4357.172363
	Iteration 35Q: 3 clusters Score -701306.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -701357.500000 Penalty: 4357.172363
	Iteration 36Q: 3 clusters Score -701357.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -701397.625000 Penalty: 4357.172363
	Iteration 37Q: 3 clusters Score -701397.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -701417.937500 Penalty: 4357.172363
	Iteration 38Q: 3 clusters Score -701417.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -701434.437500 Penalty: 4357.172363
	Iteration 39Q: 3 clusters Score -701434.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -701449.750000 Penalty: 4357.172363
	Iteration 40F: 3 clusters Score -701449.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -701459.312500 Penalty: 4357.172363
	Iteration 41Q: 3 clusters Score -701459.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -701467.000000 Penalty: 4357.172363
	Iteration 42Q: 3 clusters Score -701467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -701471.312500 Penalty: 4357.172363
	Iteration 43Q: 3 clusters Score -701471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -701476.187500 Penalty: 4357.172363
	Iteration 44Q: 3 clusters Score -701476.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -701482.375000 Penalty: 4357.172363
	Iteration 45Q: 3 clusters Score -701482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -701488.750000 Penalty: 4357.172363
	Iteration 46Q: 3 clusters Score -701488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -701489.875000 Penalty: 4357.172363
	Iteration 47Q: 3 clusters Score -701489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -701492.500000 Penalty: 4357.172363
	Iteration 48Q: 3 clusters Score -701492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -701491.875000 Penalty: 4357.172363
	Iteration 49Q: 3 clusters Score -701491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -701492.625000 Penalty: 4357.172363
	Iteration 50Q: 3 clusters Score -701492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -701492.625000 Penalty: 4357.172363
	Iteration 51F: 3 clusters Score -701492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32517.833984 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32517.83 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 152 members 
Entering Unmasked Estep 
Score: -31191.265625 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -31191.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31335.447266 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31335.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31392.093750 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31392.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31428.453125 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31428.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31468.460938 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31468.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31492.361328 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -31492.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31499.275391 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -31499.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31504.539062 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -31504.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31506.865234 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -31506.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31506.865234 Penalty: 2877.850586
	Iteration 9F: 3 clusters Score -31506.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (30311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Entering Unmasked Estep 
Score: -3439601.000000 Penalty: 2559.177979
	Iteration 0F: 2 clusters Score -3439601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3418811.750000 Penalty: 5118.355957
	Iteration 0F: 3 clusters Score -3418812 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3426322.000000 Penalty: 5118.355957
	Iteration 1F: 3 clusters Score -3426322 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3426952.500000 Penalty: 5118.355957
	Iteration 2F: 3 clusters Score -3426952 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3427711.000000 Penalty: 5118.355957
	Iteration 3F: 3 clusters Score -3427711 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3428692.000000 Penalty: 5118.355957
	Iteration 4F: 3 clusters Score -3428692 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3429927.750000 Penalty: 5118.355957
	Iteration 5F: 3 clusters Score -3429928 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3431434.750000 Penalty: 5118.355957
	Iteration 6F: 3 clusters Score -3431435 nChanged 2117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3433290 nChanged 2072
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3435335 nChanged 1934
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Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -3437665 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3439712.250000 Penalty: 5118.355957
	Iteration 10F: 3 clusters Score -3439712 nChanged 1157
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Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3440766 nChanged 645
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3441100.500000 Penalty: 5118.355957
	Iteration 12Q: 3 clusters Score -3441100 nChanged 380
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Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3441232.000000 Penalty: 5118.355957
	Iteration 13Q: 3 clusters Score -3441232 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3441297 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3441313.250000 Penalty: 5118.355957
	Iteration 15Q: 3 clusters Score -3441313 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3441336 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3441342.500000 Penalty: 5118.355957
	Iteration 17Q: 3 clusters Score -3441342 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3441342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3441344.500000 Penalty: 5118.355957
	Iteration 19Q: 3 clusters Score -3441344 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3441349.500000 Penalty: 5118.355957
	Iteration 20F: 3 clusters Score -3441350 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3441352.500000 Penalty: 5118.355957
	Iteration 21Q: 3 clusters Score -3441352 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3441357.000000 Penalty: 5118.355957
	Iteration 22Q: 3 clusters Score -3441357 nChanged 15
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Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3441357 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3441359.500000 Penalty: 5118.355957
	Iteration 24Q: 3 clusters Score -3441360 nChanged 7
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Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3441361 nChanged 3
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Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3441362.250000 Penalty: 5118.355957
	Iteration 26Q: 3 clusters Score -3441362 nChanged 8
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Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3441360 nChanged 8
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Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3441358.500000 Penalty: 5118.355957
	Iteration 28Q: 3 clusters Score -3441358 nChanged 4
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Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3441358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3441354.000000 Penalty: 5118.355957
	Iteration 30Q: 3 clusters Score -3441354 nChanged 5
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Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 21223 members 
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	Iteration 31Q: 3 clusters Score -3441360 nChanged 7
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Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3441351 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3441351 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3441357 nChanged 9
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Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3441364 nChanged 5
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Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3441364 nChanged 6
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Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3441358 nChanged 11
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Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3441358 nChanged 15
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Mstep: Class 1 contains 9020 members 
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Entering Unmasked Estep 
Score: -3441361.750000 Penalty: 5118.355957
	Iteration 39Q: 3 clusters Score -3441362 nChanged 16
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Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3441356 nChanged 6
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Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3441365 nChanged 4
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Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3441362 nChanged 7
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Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3441362 nChanged 5
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Mstep: Class 1 contains 8982 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3441357 nChanged 9
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Mstep: Class 1 contains 8973 members 
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	Iteration 45Q: 3 clusters Score -3441359 nChanged 8
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Mstep: Class 1 contains 8965 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3441350 nChanged 6
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Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3441353 nChanged 3
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Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 21355 members 
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	Iteration 48Q: 3 clusters Score -3441356 nChanged 5
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Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 21360 members 
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	Iteration 49Q: 3 clusters Score -3441359 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3441363 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3441363 nChanged 9
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Mstep: Class 1 contains 8930 members 
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	Iteration 52Q: 3 clusters Score -3441364 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 21399 members 
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	Iteration 53Q: 3 clusters Score -3441362 nChanged 16
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Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3441356 nChanged 20
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Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 21435 members 
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	Iteration 55Q: 3 clusters Score -3441359 nChanged 15
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Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 21450 members 
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	Iteration 56Q: 3 clusters Score -3441362 nChanged 14
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Mstep: Class 1 contains 8847 members 
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Entering Unmasked Estep 
Score: -3441370.250000 Penalty: 5118.355957
	Iteration 57Q: 3 clusters Score -3441370 nChanged 16
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Mstep: Class 1 contains 8831 members 
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	Iteration 58Q: 3 clusters Score -3441376 nChanged 10
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Mstep: Class 1 contains 8821 members 
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	Iteration 59Q: 3 clusters Score -3441380 nChanged 13
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Mstep: Class 1 contains 8808 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3441381 nChanged 8
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Mstep: Class 1 contains 8800 members 
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	Iteration 61Q: 3 clusters Score -3441380 nChanged 8
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Mstep: Class 1 contains 8792 members 
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	Iteration 62Q: 3 clusters Score -3441375 nChanged 9
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Mstep: Class 1 contains 8783 members 
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	Iteration 63Q: 3 clusters Score -3441378 nChanged 13
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Mstep: Class 1 contains 8770 members 
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	Iteration 64Q: 3 clusters Score -3441380 nChanged 16
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Mstep: Class 1 contains 8756 members 
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	Iteration 65Q: 3 clusters Score -3441382 nChanged 25
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Mstep: Class 1 contains 8731 members 
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	Iteration 66Q: 3 clusters Score -3441384 nChanged 23
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Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 21603 members 
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	Iteration 67Q: 3 clusters Score -3441382 nChanged 25
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Mstep: Class 1 contains 8683 members 
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	Iteration 68Q: 3 clusters Score -3441389 nChanged 21
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Mstep: Class 1 contains 8662 members 
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	Iteration 69Q: 3 clusters Score -3441392 nChanged 23
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Mstep: Class 1 contains 8639 members 
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	Iteration 70Q: 3 clusters Score -3441385 nChanged 16
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Mstep: Class 1 contains 8623 members 
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	Iteration 71Q: 3 clusters Score -3441389 nChanged 18
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	Iteration 72Q: 3 clusters Score -3441383 nChanged 17
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Mstep: Class 1 contains 8590 members 
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	Iteration 73Q: 3 clusters Score -3441390 nChanged 15
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	Iteration 74Q: 3 clusters Score -3441403 nChanged 20
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Mstep: Class 1 contains 8555 members 
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	Iteration 75Q: 3 clusters Score -3441394 nChanged 26
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	Iteration 76Q: 3 clusters Score -3441394 nChanged 38
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	Iteration 77Q: 3 clusters Score -3441406 nChanged 44
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	Iteration 78Q: 3 clusters Score -3441407 nChanged 46
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	Iteration 79Q: 3 clusters Score -3441418 nChanged 46
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Mstep: Class 1 contains 8363 members 
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	Iteration 80F: 3 clusters Score -3441428 nChanged 40
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Mstep: Class 1 contains 8325 members 
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	Iteration 81Q: 3 clusters Score -3441445 nChanged 55
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Mstep: Class 1 contains 8272 members 
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	Iteration 82Q: 3 clusters Score -3441455 nChanged 76
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Mstep: Class 1 contains 8196 members 
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	Iteration 83Q: 3 clusters Score -3441490 nChanged 96
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	Iteration 84Q: 3 clusters Score -3441511 nChanged 103
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	Iteration 85Q: 3 clusters Score -3441564 nChanged 148
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Mstep: Class 1 contains 7863 members 
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	Iteration 86Q: 3 clusters Score -3441682 nChanged 214
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Mstep: Class 1 contains 7659 members 
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	Iteration 87Q: 3 clusters Score -3441965 nChanged 285
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	Iteration 89Q: 3 clusters Score -3443323 nChanged 271
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Mstep: Class 1 contains 6853 members 
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	Iteration 91Q: 3 clusters Score -3443735 nChanged 52
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Mstep: Class 1 contains 6811 members 
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	Iteration 92Q: 3 clusters Score -3443745 nChanged 19
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	Iteration 93Q: 3 clusters Score -3443750 nChanged 15
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	Iteration 94Q: 3 clusters Score -3443750 nChanged 7
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	Iteration 95Q: 3 clusters Score -3443746 nChanged 4
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	Iteration 96Q: 3 clusters Score -3443751 nChanged 5
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	Iteration 97Q: 3 clusters Score -3443751 nChanged 1
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	Iteration 98Q: 3 clusters Score -3443752 nChanged 0
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	Iteration 99F: 3 clusters Score -3443752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7241 members 
Mstep: Class 3 contains 53618 members 
Mstep: Class 4 contains 213554 members 
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Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 15876 members 
Mstep: Class 9 contains 143205 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 37463 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 110492 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7862 members 
Mstep: Class 17 contains 128381 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13299 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 12999 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 8275 members 
Mstep: Class 27 contains 22029 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 11977 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5127 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6533 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6760 members 
Mstep: Class 45 contains 4717 members 
Mstep: Class 46 contains 41548 members 
Mstep: Class 47 contains 40065 members 
Mstep: Class 48 contains 4654 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 881 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3200 members 
Mstep: Class 53 contains 8485 members 
Mstep: Class 54 contains 9972 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14764 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8253 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21139 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8384 members 
Mstep: Class 63 contains 4999 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12873 members 
Mstep: Class 66 contains 3808 members 
Mstep: Class 67 contains 15677 members 
Mstep: Class 68 contains 14754 members 
Mstep: Class 69 contains 23551 members 
Entering Unmasked Estep 
Score: -139306992.000000 Penalty: 240790.437500
Splitting cluster 44 changes total score from -139303392.000000 to -139306992.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 45 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -448334.593750 Penalty: 2097.814209
	Iteration 0F: 2 clusters Score -448334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -444063.531250 Penalty: 4195.628418
	Iteration 0F: 3 clusters Score -444063.5 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -445228.281250 Penalty: 4195.628418
	Iteration 1F: 3 clusters Score -445228.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -445667.375000 Penalty: 4195.628418
	Iteration 2F: 3 clusters Score -445667.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -446124.468750 Penalty: 4195.628418
	Iteration 3F: 3 clusters Score -446124.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -446612.343750 Penalty: 4195.628418
	Iteration 4F: 3 clusters Score -446612.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -446931.000000 Penalty: 4195.628418
	Iteration 5F: 3 clusters Score -446931 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -447142.843750 Penalty: 4195.628418
	Iteration 6Q: 3 clusters Score -447142.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -447291.875000 Penalty: 4195.628418
	Iteration 7Q: 3 clusters Score -447291.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -447378.031250 Penalty: 4195.628418
	Iteration 8Q: 3 clusters Score -447378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -447430.906250 Penalty: 4195.628418
	Iteration 9Q: 3 clusters Score -447430.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -447470.218750 Penalty: 4195.628418
	Iteration 10Q: 3 clusters Score -447470.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -447513.500000 Penalty: 4195.628418
	Iteration 11Q: 3 clusters Score -447513.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -447548.500000 Penalty: 4195.628418
	Iteration 12Q: 3 clusters Score -447548.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -447575.937500 Penalty: 4195.628418
	Iteration 13Q: 3 clusters Score -447575.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -447596.375000 Penalty: 4195.628418
	Iteration 14Q: 3 clusters Score -447596.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -447612.406250 Penalty: 4195.628418
	Iteration 15Q: 3 clusters Score -447612.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -447620.125000 Penalty: 4195.628418
	Iteration 16Q: 3 clusters Score -447620.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -447629.593750 Penalty: 4195.628418
	Iteration 17Q: 3 clusters Score -447629.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -447635.750000 Penalty: 4195.628418
	Iteration 18Q: 3 clusters Score -447635.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -447638.843750 Penalty: 4195.628418
	Iteration 19Q: 3 clusters Score -447638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -447641.593750 Penalty: 4195.628418
	Iteration 20F: 3 clusters Score -447641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -447643.781250 Penalty: 4195.628418
	Iteration 21Q: 3 clusters Score -447643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -447644.468750 Penalty: 4195.628418
	Iteration 22Q: 3 clusters Score -447644.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -447646.562500 Penalty: 4195.628418
	Iteration 23Q: 3 clusters Score -447646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -447646.468750 Penalty: 4195.628418
	Iteration 24Q: 3 clusters Score -447646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -447648.062500 Penalty: 4195.628418
	Iteration 25Q: 3 clusters Score -447648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -447650.468750 Penalty: 4195.628418
	Iteration 26Q: 3 clusters Score -447650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -447651.156250 Penalty: 4195.628418
	Iteration 27Q: 3 clusters Score -447651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -447654.062500 Penalty: 4195.628418
	Iteration 28Q: 3 clusters Score -447654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -447656.937500 Penalty: 4195.628418
	Iteration 29Q: 3 clusters Score -447656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -447658.750000 Penalty: 4195.628418
	Iteration 30Q: 3 clusters Score -447658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -447660.156250 Penalty: 4195.628418
	Iteration 31Q: 3 clusters Score -447660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -447660.750000 Penalty: 4195.628418
	Iteration 32Q: 3 clusters Score -447660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -447660.750000 Penalty: 4195.628418
	Iteration 33F: 3 clusters Score -447660.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (41548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Entering Unmasked Estep 
Score: -4383169.000000 Penalty: 2637.381836
	Iteration 0F: 2 clusters Score -4383169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4355020.000000 Penalty: 5274.763672
	Iteration 0F: 3 clusters Score -4355020 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4365687.500000 Penalty: 5274.763672
	Iteration 1F: 3 clusters Score -4365688 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4366616.000000 Penalty: 5274.763672
	Iteration 2F: 3 clusters Score -4366616 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -4367801.500000 Penalty: 5274.763672
	Iteration 3F: 3 clusters Score -4367802 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -4369099.000000 Penalty: 5274.763672
	Iteration 4F: 3 clusters Score -4369099 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4370533.500000 Penalty: 5274.763672
	Iteration 5F: 3 clusters Score -4370534 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4371849.000000 Penalty: 5274.763672
	Iteration 6F: 3 clusters Score -4371849 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -4373002.000000 Penalty: 5274.763672
	Iteration 7F: 3 clusters Score -4373002 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -4373943.000000 Penalty: 5274.763672
	Iteration 8Q: 3 clusters Score -4373943 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -4374661.000000 Penalty: 5274.763672
	Iteration 9Q: 3 clusters Score -4374661 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -4375294.500000 Penalty: 5274.763672
	Iteration 10Q: 3 clusters Score -4375294 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -4375876.500000 Penalty: 5274.763672
	Iteration 11Q: 3 clusters Score -4375876 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4376395.500000 Penalty: 5274.763672
	Iteration 12Q: 3 clusters Score -4376396 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4376875.500000 Penalty: 5274.763672
	Iteration 13Q: 3 clusters Score -4376876 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -4377284.000000 Penalty: 5274.763672
	Iteration 14Q: 3 clusters Score -4377284 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -4377629.500000 Penalty: 5274.763672
	Iteration 15Q: 3 clusters Score -4377630 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -4377923.000000 Penalty: 5274.763672
	Iteration 16Q: 3 clusters Score -4377923 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4378169.000000 Penalty: 5274.763672
	Iteration 17Q: 3 clusters Score -4378169 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4378367.000000 Penalty: 5274.763672
	Iteration 18Q: 3 clusters Score -4378367 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -4378537.500000 Penalty: 5274.763672
	Iteration 19Q: 3 clusters Score -4378538 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4378672.500000 Penalty: 5274.763672
	Iteration 20F: 3 clusters Score -4378672 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4378769.000000 Penalty: 5274.763672
	Iteration 21Q: 3 clusters Score -4378769 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4378880.500000 Penalty: 5274.763672
	Iteration 22Q: 3 clusters Score -4378880 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4378994.500000 Penalty: 5274.763672
	Iteration 23Q: 3 clusters Score -4378994 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4379105.500000 Penalty: 5274.763672
	Iteration 24Q: 3 clusters Score -4379106 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -4379202.500000 Penalty: 5274.763672
	Iteration 25Q: 3 clusters Score -4379202 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -4379305.000000 Penalty: 5274.763672
	Iteration 26Q: 3 clusters Score -4379305 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4379395.500000 Penalty: 5274.763672
	Iteration 27Q: 3 clusters Score -4379396 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -4379488.500000 Penalty: 5274.763672
	Iteration 28Q: 3 clusters Score -4379488 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4379604.500000 Penalty: 5274.763672
	Iteration 29Q: 3 clusters Score -4379604 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4379739.500000 Penalty: 5274.763672
	Iteration 30Q: 3 clusters Score -4379740 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4379864.000000 Penalty: 5274.763672
	Iteration 31Q: 3 clusters Score -4379864 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4380024.000000 Penalty: 5274.763672
	Iteration 32Q: 3 clusters Score -4380024 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4380124.000000 Penalty: 5274.763672
	Iteration 33Q: 3 clusters Score -4380124 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4380265.000000 Penalty: 5274.763672
	Iteration 34Q: 3 clusters Score -4380265 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -4380398.000000 Penalty: 5274.763672
	Iteration 35Q: 3 clusters Score -4380398 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4380530.500000 Penalty: 5274.763672
	Iteration 36Q: 3 clusters Score -4380530 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4380678.000000 Penalty: 5274.763672
	Iteration 37Q: 3 clusters Score -4380678 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -4380850.500000 Penalty: 5274.763672
	Iteration 38Q: 3 clusters Score -4380850 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -4381021.500000 Penalty: 5274.763672
	Iteration 39Q: 3 clusters Score -4381022 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4381185.500000 Penalty: 5274.763672
	Iteration 40F: 3 clusters Score -4381186 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -4381309.500000 Penalty: 5274.763672
	Iteration 41Q: 3 clusters Score -4381310 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4381412.000000 Penalty: 5274.763672
	Iteration 42Q: 3 clusters Score -4381412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -4381485.000000 Penalty: 5274.763672
	Iteration 43Q: 3 clusters Score -4381485 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -4381551.000000 Penalty: 5274.763672
	Iteration 44Q: 3 clusters Score -4381551 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4381589.500000 Penalty: 5274.763672
	Iteration 45Q: 3 clusters Score -4381590 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -4381633.500000 Penalty: 5274.763672
	Iteration 46Q: 3 clusters Score -4381634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4381671.000000 Penalty: 5274.763672
	Iteration 47Q: 3 clusters Score -4381671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -4381705.000000 Penalty: 5274.763672
	Iteration 48Q: 3 clusters Score -4381705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -4381726.000000 Penalty: 5274.763672
	Iteration 49Q: 3 clusters Score -4381726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -4381746.500000 Penalty: 5274.763672
	Iteration 50Q: 3 clusters Score -4381746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -4381768.000000 Penalty: 5274.763672
	Iteration 51Q: 3 clusters Score -4381768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -4381784.500000 Penalty: 5274.763672
	Iteration 52Q: 3 clusters Score -4381784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -4381820.000000 Penalty: 5274.763672
	Iteration 53Q: 3 clusters Score -4381820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4381832.500000 Penalty: 5274.763672
	Iteration 54Q: 3 clusters Score -4381832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -4381870.500000 Penalty: 5274.763672
	Iteration 55Q: 3 clusters Score -4381870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4381895.000000 Penalty: 5274.763672
	Iteration 56Q: 3 clusters Score -4381895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -4381930.000000 Penalty: 5274.763672
	Iteration 57Q: 3 clusters Score -4381930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -4381959.000000 Penalty: 5274.763672
	Iteration 58Q: 3 clusters Score -4381959 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -4382027.500000 Penalty: 5274.763672
	Iteration 59Q: 3 clusters Score -4382028 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4382112.000000 Penalty: 5274.763672
	Iteration 60F: 3 clusters Score -4382112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -4382202.500000 Penalty: 5274.763672
	Iteration 61Q: 3 clusters Score -4382202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -4382276.000000 Penalty: 5274.763672
	Iteration 62Q: 3 clusters Score -4382276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -4382317.500000 Penalty: 5274.763672
	Iteration 63Q: 3 clusters Score -4382318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -4382347.000000 Penalty: 5274.763672
	Iteration 64Q: 3 clusters Score -4382347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -4382367.000000 Penalty: 5274.763672
	Iteration 65Q: 3 clusters Score -4382367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -4382374.500000 Penalty: 5274.763672
	Iteration 66Q: 3 clusters Score -4382374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -4382378.500000 Penalty: 5274.763672
	Iteration 67Q: 3 clusters Score -4382378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -4382393.000000 Penalty: 5274.763672
	Iteration 68Q: 3 clusters Score -4382393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4382399.000000 Penalty: 5274.763672
	Iteration 69Q: 3 clusters Score -4382399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4382395.000000 Penalty: 5274.763672
	Iteration 70Q: 3 clusters Score -4382395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -4382398.000000 Penalty: 5274.763672
	Iteration 71Q: 3 clusters Score -4382398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -4382398.500000 Penalty: 5274.763672
	Iteration 72Q: 3 clusters Score -4382398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4382404.000000 Penalty: 5274.763672
	Iteration 73Q: 3 clusters Score -4382404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4382400.500000 Penalty: 5274.763672
	Iteration 74Q: 3 clusters Score -4382400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -4382403.000000 Penalty: 5274.763672
	Iteration 75Q: 3 clusters Score -4382403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -4382404.500000 Penalty: 5274.763672
	Iteration 76Q: 3 clusters Score -4382404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -4382407.500000 Penalty: 5274.763672
	Iteration 77Q: 3 clusters Score -4382408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4382404.000000 Penalty: 5274.763672
	Iteration 78Q: 3 clusters Score -4382404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4382404.000000 Penalty: 5274.763672
	Iteration 79F: 3 clusters Score -4382404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (40065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Entering Unmasked Estep 
Score: -4564685.500000 Penalty: 2628.367920
	Iteration 0F: 2 clusters Score -4564686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4537747.000000 Penalty: 5256.735840
	Iteration 0F: 3 clusters Score -4537747 nChanged 18352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4547744.500000 Penalty: 5256.735840
	Iteration 1F: 3 clusters Score -4547744 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -4548452.000000 Penalty: 5256.735840
	Iteration 2Q: 3 clusters Score -4548452 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4549254.000000 Penalty: 5256.735840
	Iteration 3Q: 3 clusters Score -4549254 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4550320.000000 Penalty: 5256.735840
	Iteration 4F: 3 clusters Score -4550320 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4551586.500000 Penalty: 5256.735840
	Iteration 5F: 3 clusters Score -4551586 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -4553025.500000 Penalty: 5256.735840
	Iteration 6F: 3 clusters Score -4553026 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -4554438.000000 Penalty: 5256.735840
	Iteration 7F: 3 clusters Score -4554438 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4555946.500000 Penalty: 5256.735840
	Iteration 8F: 3 clusters Score -4555946 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4557373.000000 Penalty: 5256.735840
	Iteration 9F: 3 clusters Score -4557373 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -4558527.500000 Penalty: 5256.735840
	Iteration 10Q: 3 clusters Score -4558528 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4559527.000000 Penalty: 5256.735840
	Iteration 11Q: 3 clusters Score -4559527 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4560324.500000 Penalty: 5256.735840
	Iteration 12Q: 3 clusters Score -4560324 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4561029.000000 Penalty: 5256.735840
	Iteration 13Q: 3 clusters Score -4561029 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4561567.500000 Penalty: 5256.735840
	Iteration 14Q: 3 clusters Score -4561568 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4562030.000000 Penalty: 5256.735840
	Iteration 15Q: 3 clusters Score -4562030 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4562412.000000 Penalty: 5256.735840
	Iteration 16Q: 3 clusters Score -4562412 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4562726.000000 Penalty: 5256.735840
	Iteration 17Q: 3 clusters Score -4562726 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4563030.000000 Penalty: 5256.735840
	Iteration 18Q: 3 clusters Score -4563030 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4563385.500000 Penalty: 5256.735840
	Iteration 19Q: 3 clusters Score -4563386 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4563626.000000 Penalty: 5256.735840
	Iteration 20F: 3 clusters Score -4563626 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4563765.000000 Penalty: 5256.735840
	Iteration 21Q: 3 clusters Score -4563765 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4563838.500000 Penalty: 5256.735840
	Iteration 22Q: 3 clusters Score -4563838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4563891.500000 Penalty: 5256.735840
	Iteration 23Q: 3 clusters Score -4563892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4563925.000000 Penalty: 5256.735840
	Iteration 24Q: 3 clusters Score -4563925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4563940.000000 Penalty: 5256.735840
	Iteration 25Q: 3 clusters Score -4563940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4563945.500000 Penalty: 5256.735840
	Iteration 26Q: 3 clusters Score -4563946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4563943.000000 Penalty: 5256.735840
	Iteration 27Q: 3 clusters Score -4563943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4563955.000000 Penalty: 5256.735840
	Iteration 28Q: 3 clusters Score -4563955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4563952.000000 Penalty: 5256.735840
	Iteration 29Q: 3 clusters Score -4563952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4563953.000000 Penalty: 5256.735840
	Iteration 30Q: 3 clusters Score -4563953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4563959.000000 Penalty: 5256.735840
	Iteration 31Q: 3 clusters Score -4563959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4563965.000000 Penalty: 5256.735840
	Iteration 32Q: 3 clusters Score -4563965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4563961.500000 Penalty: 5256.735840
	Iteration 33Q: 3 clusters Score -4563962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4563959.500000 Penalty: 5256.735840
	Iteration 34Q: 3 clusters Score -4563960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4563959.000000 Penalty: 5256.735840
	Iteration 35Q: 3 clusters Score -4563959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4563959.000000 Penalty: 5256.735840
	Iteration 36F: 3 clusters Score -4563959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Entering Unmasked Estep 
Score: -447700.187500 Penalty: 2094.479492
	Iteration 0F: 2 clusters Score -447700.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -443388.718750 Penalty: 4188.958984
	Iteration 0F: 3 clusters Score -443388.7 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -444424.031250 Penalty: 4188.958984
	Iteration 1F: 3 clusters Score -444424 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -444733.468750 Penalty: 4188.958984
	Iteration 2F: 3 clusters Score -444733.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -444995.437500 Penalty: 4188.958984
	Iteration 3F: 3 clusters Score -444995.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -445196.562500 Penalty: 4188.958984
	Iteration 4F: 3 clusters Score -445196.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -445377.718750 Penalty: 4188.958984
	Iteration 5Q: 3 clusters Score -445377.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -445519.468750 Penalty: 4188.958984
	Iteration 6Q: 3 clusters Score -445519.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -445656.906250 Penalty: 4188.958984
	Iteration 7Q: 3 clusters Score -445656.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -445767.875000 Penalty: 4188.958984
	Iteration 8Q: 3 clusters Score -445767.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -445841.937500 Penalty: 4188.958984
	Iteration 9Q: 3 clusters Score -445841.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -445906.093750 Penalty: 4188.958984
	Iteration 10Q: 3 clusters Score -445906.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -445956.937500 Penalty: 4188.958984
	Iteration 11Q: 3 clusters Score -445956.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -446012.562500 Penalty: 4188.958984
	Iteration 12Q: 3 clusters Score -446012.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -446071.718750 Penalty: 4188.958984
	Iteration 13Q: 3 clusters Score -446071.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -446137.593750 Penalty: 4188.958984
	Iteration 14Q: 3 clusters Score -446137.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -446211.593750 Penalty: 4188.958984
	Iteration 15Q: 3 clusters Score -446211.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -446275.375000 Penalty: 4188.958984
	Iteration 16Q: 3 clusters Score -446275.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -446326.875000 Penalty: 4188.958984
	Iteration 17Q: 3 clusters Score -446326.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -446370.062500 Penalty: 4188.958984
	Iteration 18Q: 3 clusters Score -446370.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -446406.406250 Penalty: 4188.958984
	Iteration 19Q: 3 clusters Score -446406.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -446446.156250 Penalty: 4188.958984
	Iteration 20F: 3 clusters Score -446446.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -446472.000000 Penalty: 4188.958984
	Iteration 21Q: 3 clusters Score -446472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -446495.750000 Penalty: 4188.958984
	Iteration 22Q: 3 clusters Score -446495.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -446511.406250 Penalty: 4188.958984
	Iteration 23Q: 3 clusters Score -446511.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -446526.468750 Penalty: 4188.958984
	Iteration 24Q: 3 clusters Score -446526.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -446541.781250 Penalty: 4188.958984
	Iteration 25Q: 3 clusters Score -446541.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -446553.906250 Penalty: 4188.958984
	Iteration 26Q: 3 clusters Score -446553.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -446564.937500 Penalty: 4188.958984
	Iteration 27Q: 3 clusters Score -446564.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -446575.062500 Penalty: 4188.958984
	Iteration 28Q: 3 clusters Score -446575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -446582.250000 Penalty: 4188.958984
	Iteration 29Q: 3 clusters Score -446582.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -446588.437500 Penalty: 4188.958984
	Iteration 30Q: 3 clusters Score -446588.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -446597.250000 Penalty: 4188.958984
	Iteration 31Q: 3 clusters Score -446597.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -446605.656250 Penalty: 4188.958984
	Iteration 32Q: 3 clusters Score -446605.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -446611.937500 Penalty: 4188.958984
	Iteration 33Q: 3 clusters Score -446611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -446617.875000 Penalty: 4188.958984
	Iteration 34Q: 3 clusters Score -446617.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -446621.312500 Penalty: 4188.958984
	Iteration 35Q: 3 clusters Score -446621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -446624.250000 Penalty: 4188.958984
	Iteration 36Q: 3 clusters Score -446624.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -446628.875000 Penalty: 4188.958984
	Iteration 37Q: 3 clusters Score -446628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -446630.468750 Penalty: 4188.958984
	Iteration 38Q: 3 clusters Score -446630.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -446635.281250 Penalty: 4188.958984
	Iteration 39Q: 3 clusters Score -446635.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -446638.531250 Penalty: 4188.958984
	Iteration 40F: 3 clusters Score -446638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -446642.406250 Penalty: 4188.958984
	Iteration 41Q: 3 clusters Score -446642.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -446644.875000 Penalty: 4188.958984
	Iteration 42Q: 3 clusters Score -446644.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -446648.500000 Penalty: 4188.958984
	Iteration 43Q: 3 clusters Score -446648.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -446654.250000 Penalty: 4188.958984
	Iteration 44Q: 3 clusters Score -446654.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -446659.531250 Penalty: 4188.958984
	Iteration 45Q: 3 clusters Score -446659.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -446665.687500 Penalty: 4188.958984
	Iteration 46Q: 3 clusters Score -446665.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -446671.562500 Penalty: 4188.958984
	Iteration 47Q: 3 clusters Score -446671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -446673.781250 Penalty: 4188.958984
	Iteration 48Q: 3 clusters Score -446673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -446676.937500 Penalty: 4188.958984
	Iteration 49Q: 3 clusters Score -446676.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -446682.187500 Penalty: 4188.958984
	Iteration 50Q: 3 clusters Score -446682.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -446686.968750 Penalty: 4188.958984
	Iteration 51Q: 3 clusters Score -446687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -446695.718750 Penalty: 4188.958984
	Iteration 52Q: 3 clusters Score -446695.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -446702.781250 Penalty: 4188.958984
	Iteration 53Q: 3 clusters Score -446702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -446707.250000 Penalty: 4188.958984
	Iteration 54Q: 3 clusters Score -446707.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -446712.218750 Penalty: 4188.958984
	Iteration 55Q: 3 clusters Score -446712.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -446720.406250 Penalty: 4188.958984
	Iteration 56Q: 3 clusters Score -446720.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -446727.000000 Penalty: 4188.958984
	Iteration 57Q: 3 clusters Score -446727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -446731.562500 Penalty: 4188.958984
	Iteration 58Q: 3 clusters Score -446731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -446732.593750 Penalty: 4188.958984
	Iteration 59Q: 3 clusters Score -446732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -446735.968750 Penalty: 4188.958984
	Iteration 60F: 3 clusters Score -446736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -446739.281250 Penalty: 4188.958984
	Iteration 61Q: 3 clusters Score -446739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -446741.781250 Penalty: 4188.958984
	Iteration 62Q: 3 clusters Score -446741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -446742.250000 Penalty: 4188.958984
	Iteration 63Q: 3 clusters Score -446742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -446742.250000 Penalty: 4188.958984
	Iteration 64F: 3 clusters Score -446742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -525808.875000 Penalty: 2108.465332
	Iteration 0F: 2 clusters Score -525808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -521294.593750 Penalty: 4216.930664
	Iteration 0F: 3 clusters Score -521294.6 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -522378.437500 Penalty: 4216.930664
	Iteration 1F: 3 clusters Score -522378.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -522598.312500 Penalty: 4216.930664
	Iteration 2F: 3 clusters Score -522598.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -522727.937500 Penalty: 4216.930664
	Iteration 3Q: 3 clusters Score -522727.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -522813.718750 Penalty: 4216.930664
	Iteration 4Q: 3 clusters Score -522813.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -522876.156250 Penalty: 4216.930664
	Iteration 5Q: 3 clusters Score -522876.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -522920.937500 Penalty: 4216.930664
	Iteration 6Q: 3 clusters Score -522920.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -522959.531250 Penalty: 4216.930664
	Iteration 7Q: 3 clusters Score -522959.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -522998.687500 Penalty: 4216.930664
	Iteration 8Q: 3 clusters Score -522998.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -523036.562500 Penalty: 4216.930664
	Iteration 9Q: 3 clusters Score -523036.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -523065.031250 Penalty: 4216.930664
	Iteration 10Q: 3 clusters Score -523065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -523089.343750 Penalty: 4216.930664
	Iteration 11Q: 3 clusters Score -523089.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -523114.812500 Penalty: 4216.930664
	Iteration 12Q: 3 clusters Score -523114.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -523141.968750 Penalty: 4216.930664
	Iteration 13Q: 3 clusters Score -523142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -523163.468750 Penalty: 4216.930664
	Iteration 14Q: 3 clusters Score -523163.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -523184.906250 Penalty: 4216.930664
	Iteration 15Q: 3 clusters Score -523184.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -523207.906250 Penalty: 4216.930664
	Iteration 16Q: 3 clusters Score -523207.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -523236.593750 Penalty: 4216.930664
	Iteration 17Q: 3 clusters Score -523236.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -523282.562500 Penalty: 4216.930664
	Iteration 18Q: 3 clusters Score -523282.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -523324.500000 Penalty: 4216.930664
	Iteration 19Q: 3 clusters Score -523324.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -523368.875000 Penalty: 4216.930664
	Iteration 20F: 3 clusters Score -523368.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -523412.468750 Penalty: 4216.930664
	Iteration 21Q: 3 clusters Score -523412.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -523473.093750 Penalty: 4216.930664
	Iteration 22Q: 3 clusters Score -523473.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -523546.718750 Penalty: 4216.930664
	Iteration 23Q: 3 clusters Score -523546.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -523620.437500 Penalty: 4216.930664
	Iteration 24Q: 3 clusters Score -523620.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -523694.437500 Penalty: 4216.930664
	Iteration 25Q: 3 clusters Score -523694.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -523795.187500 Penalty: 4216.930664
	Iteration 26Q: 3 clusters Score -523795.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -523908.562500 Penalty: 4216.930664
	Iteration 27Q: 3 clusters Score -523908.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -523982.437500 Penalty: 4216.930664
	Iteration 28Q: 3 clusters Score -523982.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -524069.250000 Penalty: 4216.930664
	Iteration 29Q: 3 clusters Score -524069.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -524147.000000 Penalty: 4216.930664
	Iteration 30Q: 3 clusters Score -524147 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -524221.593750 Penalty: 4216.930664
	Iteration 31Q: 3 clusters Score -524221.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -524277.687500 Penalty: 4216.930664
	Iteration 32Q: 3 clusters Score -524277.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -524320.937500 Penalty: 4216.930664
	Iteration 33Q: 3 clusters Score -524320.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -524344.625000 Penalty: 4216.930664
	Iteration 34Q: 3 clusters Score -524344.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -524360.312500 Penalty: 4216.930664
	Iteration 35Q: 3 clusters Score -524360.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -524367.187500 Penalty: 4216.930664
	Iteration 36Q: 3 clusters Score -524367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -524373.937500 Penalty: 4216.930664
	Iteration 37Q: 3 clusters Score -524373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -524376.687500 Penalty: 4216.930664
	Iteration 38Q: 3 clusters Score -524376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -524381.312500 Penalty: 4216.930664
	Iteration 39Q: 3 clusters Score -524381.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -524384.812500 Penalty: 4216.930664
	Iteration 40F: 3 clusters Score -524384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -524386.250000 Penalty: 4216.930664
	Iteration 41Q: 3 clusters Score -524386.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -524388.312500 Penalty: 4216.930664
	Iteration 42Q: 3 clusters Score -524388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -524388.625000 Penalty: 4216.930664
	Iteration 43Q: 3 clusters Score -524388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -524389.687500 Penalty: 4216.930664
	Iteration 44Q: 3 clusters Score -524389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -524389.687500 Penalty: 4216.930664
	Iteration 45F: 3 clusters Score -524389.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -90070.593750 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -90070.59 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 448 members 
Entering Unmasked Estep 
Score: -88229.406250 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -88229.41 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88508.101562 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -88508.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88606.414062 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -88606.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88693.843750 Penalty: 3363.404785
	Iteration 3Q: 3 clusters Score -88693.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88855.234375 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -88855.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89251.359375 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -89251.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89501.898438 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -89501.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -89622.937500 Penalty: 3363.404785
	Iteration 7F: 3 clusters Score -89622.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -89723.507812 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -89723.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -89779.343750 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -89779.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -89830.031250 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -89830.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -89896.812500 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -89896.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89957.468750 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -89957.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -89990.421875 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -89990.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -90020.562500 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -90020.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -90040.210938 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -90040.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -90052.921875 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -90052.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -90061.554688 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -90061.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90078.429688 Penalty: 3363.404785
	Iteration 18Q: 3 clusters Score -90078.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90081.078125 Penalty: 3363.404785
	Iteration 19Q: 3 clusters Score -90081.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90081.078125 Penalty: 3363.404785
	Iteration 20F: 3 clusters Score -90081.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7241 members 
Mstep: Class 3 contains 53618 members 
Mstep: Class 4 contains 213554 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 15876 members 
Mstep: Class 9 contains 143205 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 37463 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 110492 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7862 members 
Mstep: Class 17 contains 128381 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13299 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 12999 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 8275 members 
Mstep: Class 27 contains 22029 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 11977 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5127 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6533 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6760 members 
Mstep: Class 45 contains 4717 members 
Mstep: Class 46 contains 41548 members 
Mstep: Class 47 contains 40065 members 
Mstep: Class 48 contains 4654 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 222 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3200 members 
Mstep: Class 53 contains 8485 members 
Mstep: Class 54 contains 9972 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14764 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8253 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21139 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8384 members 
Mstep: Class 63 contains 4999 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12873 members 
Mstep: Class 66 contains 3808 members 
Mstep: Class 67 contains 15677 members 
Mstep: Class 68 contains 14754 members 
Mstep: Class 69 contains 23551 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
Score: -139305232.000000 Penalty: 244280.156250
Splitting cluster 50 changes total score from -139303392.000000 to -139305232.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 51 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -19017.179688 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -19017.18 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 108 members 
Entering Unmasked Estep 
Score: -17867.783203 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -17867.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18076.216797 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -18076.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18127.509766 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -18127.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18149.160156 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -18149.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18176.341797 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -18176.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18176.341797 Penalty: 2750.407959
	Iteration 5F: 3 clusters Score -18176.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -349835.625000 Penalty: 2001.584595
	Iteration 0F: 2 clusters Score -349835.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -346476.125000 Penalty: 4003.169189
	Iteration 0F: 3 clusters Score -346476.1 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -347193.656250 Penalty: 4003.169189
	Iteration 1F: 3 clusters Score -347193.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -347367.062500 Penalty: 4003.169189
	Iteration 2F: 3 clusters Score -347367.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -347478.187500 Penalty: 4003.169189
	Iteration 3Q: 3 clusters Score -347478.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -347549.375000 Penalty: 4003.169189
	Iteration 4Q: 3 clusters Score -347549.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -347618.250000 Penalty: 4003.169189
	Iteration 5Q: 3 clusters Score -347618.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -347675.343750 Penalty: 4003.169189
	Iteration 6Q: 3 clusters Score -347675.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -347726.156250 Penalty: 4003.169189
	Iteration 7Q: 3 clusters Score -347726.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -347779.687500 Penalty: 4003.169189
	Iteration 8Q: 3 clusters Score -347779.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -347853.156250 Penalty: 4003.169189
	Iteration 9Q: 3 clusters Score -347853.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -347938.437500 Penalty: 4003.169189
	Iteration 10Q: 3 clusters Score -347938.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -348065.125000 Penalty: 4003.169189
	Iteration 11Q: 3 clusters Score -348065.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -348176.250000 Penalty: 4003.169189
	Iteration 12Q: 3 clusters Score -348176.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -348298.968750 Penalty: 4003.169189
	Iteration 13Q: 3 clusters Score -348299 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -348415.093750 Penalty: 4003.169189
	Iteration 14Q: 3 clusters Score -348415.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -348519.781250 Penalty: 4003.169189
	Iteration 15Q: 3 clusters Score -348519.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -348608.281250 Penalty: 4003.169189
	Iteration 16Q: 3 clusters Score -348608.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -348653.281250 Penalty: 4003.169189
	Iteration 17Q: 3 clusters Score -348653.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -348677.687500 Penalty: 4003.169189
	Iteration 18Q: 3 clusters Score -348677.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -348690.750000 Penalty: 4003.169189
	Iteration 19Q: 3 clusters Score -348690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -348695.687500 Penalty: 4003.169189
	Iteration 20F: 3 clusters Score -348695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -348698.375000 Penalty: 4003.169189
	Iteration 21Q: 3 clusters Score -348698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -348701.718750 Penalty: 4003.169189
	Iteration 22Q: 3 clusters Score -348701.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -348703.500000 Penalty: 4003.169189
	Iteration 23Q: 3 clusters Score -348703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -348706.531250 Penalty: 4003.169189
	Iteration 24Q: 3 clusters Score -348706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -348707.687500 Penalty: 4003.169189
	Iteration 25Q: 3 clusters Score -348707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -348709.031250 Penalty: 4003.169189
	Iteration 26Q: 3 clusters Score -348709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -348710.031250 Penalty: 4003.169189
	Iteration 27Q: 3 clusters Score -348710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -348710.031250 Penalty: 4003.169189
	Iteration 28F: 3 clusters Score -348710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Entering Unmasked Estep 
Score: -940943.375000 Penalty: 2243.421631
	Iteration 0F: 2 clusters Score -940943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -934235.562500 Penalty: 4486.843262
	Iteration 0F: 3 clusters Score -934235.6 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -936049.562500 Penalty: 4486.843262
	Iteration 1F: 3 clusters Score -936049.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -936319.312500 Penalty: 4486.843262
	Iteration 2F: 3 clusters Score -936319.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -936557.250000 Penalty: 4486.843262
	Iteration 3F: 3 clusters Score -936557.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -936792.812500 Penalty: 4486.843262
	Iteration 4Q: 3 clusters Score -936792.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -937109.125000 Penalty: 4486.843262
	Iteration 5Q: 3 clusters Score -937109.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -937502.937500 Penalty: 4486.843262
	Iteration 6F: 3 clusters Score -937502.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -937967.812500 Penalty: 4486.843262
	Iteration 7F: 3 clusters Score -937967.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -938489.375000 Penalty: 4486.843262
	Iteration 8F: 3 clusters Score -938489.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -939110.375000 Penalty: 4486.843262
	Iteration 9F: 3 clusters Score -939110.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -939650.625000 Penalty: 4486.843262
	Iteration 10F: 3 clusters Score -939650.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -940045.875000 Penalty: 4486.843262
	Iteration 11Q: 3 clusters Score -940045.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -940284.937500 Penalty: 4486.843262
	Iteration 12Q: 3 clusters Score -940284.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -940404.062500 Penalty: 4486.843262
	Iteration 13Q: 3 clusters Score -940404.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -940484.000000 Penalty: 4486.843262
	Iteration 14Q: 3 clusters Score -940484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -940552.062500 Penalty: 4486.843262
	Iteration 15Q: 3 clusters Score -940552.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -940622.812500 Penalty: 4486.843262
	Iteration 16Q: 3 clusters Score -940622.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -940692.562500 Penalty: 4486.843262
	Iteration 17Q: 3 clusters Score -940692.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -940738.937500 Penalty: 4486.843262
	Iteration 18Q: 3 clusters Score -940738.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -940771.187500 Penalty: 4486.843262
	Iteration 19Q: 3 clusters Score -940771.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -940796.562500 Penalty: 4486.843262
	Iteration 20F: 3 clusters Score -940796.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -940822.625000 Penalty: 4486.843262
	Iteration 21Q: 3 clusters Score -940822.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -940836.250000 Penalty: 4486.843262
	Iteration 22Q: 3 clusters Score -940836.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -940844.125000 Penalty: 4486.843262
	Iteration 23Q: 3 clusters Score -940844.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -940851.062500 Penalty: 4486.843262
	Iteration 24Q: 3 clusters Score -940851.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -940860.437500 Penalty: 4486.843262
	Iteration 25Q: 3 clusters Score -940860.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -940868.875000 Penalty: 4486.843262
	Iteration 26Q: 3 clusters Score -940868.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -940876.062500 Penalty: 4486.843262
	Iteration 27Q: 3 clusters Score -940876.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -940882.250000 Penalty: 4486.843262
	Iteration 28Q: 3 clusters Score -940882.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -940884.750000 Penalty: 4486.843262
	Iteration 29Q: 3 clusters Score -940884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -940887.437500 Penalty: 4486.843262
	Iteration 30Q: 3 clusters Score -940887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -940890.312500 Penalty: 4486.843262
	Iteration 31Q: 3 clusters Score -940890.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -940894.562500 Penalty: 4486.843262
	Iteration 32Q: 3 clusters Score -940894.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -940895.312500 Penalty: 4486.843262
	Iteration 33Q: 3 clusters Score -940895.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -940895.937500 Penalty: 4486.843262
	Iteration 34Q: 3 clusters Score -940895.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -940895.625000 Penalty: 4486.843262
	Iteration 35Q: 3 clusters Score -940895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -940896.062500 Penalty: 4486.843262
	Iteration 36Q: 3 clusters Score -940896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -940896.062500 Penalty: 4486.843262
	Iteration 37F: 3 clusters Score -940896.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (9972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Entering Unmasked Estep 
Score: -1088927.375000 Penalty: 2283.468994
	Iteration 0F: 2 clusters Score -1088927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1081309.875000 Penalty: 4566.937988
	Iteration 0F: 3 clusters Score -1081310 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1083654.750000 Penalty: 4566.937988
	Iteration 1F: 3 clusters Score -1083655 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1084085.625000 Penalty: 4566.937988
	Iteration 2F: 3 clusters Score -1084086 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1084662.250000 Penalty: 4566.937988
	Iteration 3F: 3 clusters Score -1084662 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1085522.625000 Penalty: 4566.937988
	Iteration 4F: 3 clusters Score -1085523 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1086517.500000 Penalty: 4566.937988
	Iteration 5F: 3 clusters Score -1086518 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1087382.250000 Penalty: 4566.937988
	Iteration 6F: 3 clusters Score -1087382 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1088005.500000 Penalty: 4566.937988
	Iteration 7F: 3 clusters Score -1088006 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1088323.625000 Penalty: 4566.937988
	Iteration 8Q: 3 clusters Score -1088324 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1088485.000000 Penalty: 4566.937988
	Iteration 9Q: 3 clusters Score -1088485 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1088564.250000 Penalty: 4566.937988
	Iteration 10Q: 3 clusters Score -1088564 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1088612.250000 Penalty: 4566.937988
	Iteration 11Q: 3 clusters Score -1088612 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1088641.000000 Penalty: 4566.937988
	Iteration 12Q: 3 clusters Score -1088641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1088652.875000 Penalty: 4566.937988
	Iteration 13Q: 3 clusters Score -1088653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1088663.375000 Penalty: 4566.937988
	Iteration 14Q: 3 clusters Score -1088663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1088674.875000 Penalty: 4566.937988
	Iteration 15Q: 3 clusters Score -1088675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1088676.875000 Penalty: 4566.937988
	Iteration 16Q: 3 clusters Score -1088677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1088679.500000 Penalty: 4566.937988
	Iteration 17Q: 3 clusters Score -1088680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1088682.875000 Penalty: 4566.937988
	Iteration 18Q: 3 clusters Score -1088683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1088688.000000 Penalty: 4566.937988
	Iteration 19Q: 3 clusters Score -1088688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1088691.000000 Penalty: 4566.937988
	Iteration 20F: 3 clusters Score -1088691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1088690.250000 Penalty: 4566.937988
	Iteration 21Q: 3 clusters Score -1088690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1088688.250000 Penalty: 4566.937988
	Iteration 22Q: 3 clusters Score -1088688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1088690.750000 Penalty: 4566.937988
	Iteration 23Q: 3 clusters Score -1088691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1088695.125000 Penalty: 4566.937988
	Iteration 24Q: 3 clusters Score -1088695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1088693.500000 Penalty: 4566.937988
	Iteration 25Q: 3 clusters Score -1088694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1088694.875000 Penalty: 4566.937988
	Iteration 26Q: 3 clusters Score -1088695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1088694.875000 Penalty: 4566.937988
	Iteration 27F: 3 clusters Score -1088695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -142358.265625 Penalty: 1847.042236
	Iteration 0F: 2 clusters Score -142358.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -139951.906250 Penalty: 3694.084473
	Iteration 0F: 3 clusters Score -139951.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -140430.109375 Penalty: 3694.084473
	Iteration 1F: 3 clusters Score -140430.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -140607.000000 Penalty: 3694.084473
	Iteration 2F: 3 clusters Score -140607 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -140724.140625 Penalty: 3694.084473
	Iteration 3F: 3 clusters Score -140724.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -140808.687500 Penalty: 3694.084473
	Iteration 4Q: 3 clusters Score -140808.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -140846.531250 Penalty: 3694.084473
	Iteration 5Q: 3 clusters Score -140846.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -140869.062500 Penalty: 3694.084473
	Iteration 6Q: 3 clusters Score -140869.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -140884.625000 Penalty: 3694.084473
	Iteration 7Q: 3 clusters Score -140884.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -140896.046875 Penalty: 3694.084473
	Iteration 8Q: 3 clusters Score -140896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -140904.500000 Penalty: 3694.084473
	Iteration 9Q: 3 clusters Score -140904.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -140911.203125 Penalty: 3694.084473
	Iteration 10Q: 3 clusters Score -140911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -140913.906250 Penalty: 3694.084473
	Iteration 11Q: 3 clusters Score -140913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140919.125000 Penalty: 3694.084473
	Iteration 12Q: 3 clusters Score -140919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140928.062500 Penalty: 3694.084473
	Iteration 13Q: 3 clusters Score -140928.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140936.796875 Penalty: 3694.084473
	Iteration 14Q: 3 clusters Score -140936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -140945.593750 Penalty: 3694.084473
	Iteration 15Q: 3 clusters Score -140945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -140952.343750 Penalty: 3694.084473
	Iteration 16Q: 3 clusters Score -140952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -140955.265625 Penalty: 3694.084473
	Iteration 17Q: 3 clusters Score -140955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140958.625000 Penalty: 3694.084473
	Iteration 18Q: 3 clusters Score -140958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -140961.109375 Penalty: 3694.084473
	Iteration 19Q: 3 clusters Score -140961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -140966.437500 Penalty: 3694.084473
	Iteration 20F: 3 clusters Score -140966.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -140970.484375 Penalty: 3694.084473
	Iteration 21Q: 3 clusters Score -140970.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140974.765625 Penalty: 3694.084473
	Iteration 22Q: 3 clusters Score -140974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140979.656250 Penalty: 3694.084473
	Iteration 23Q: 3 clusters Score -140979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140985.546875 Penalty: 3694.084473
	Iteration 24Q: 3 clusters Score -140985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140992.593750 Penalty: 3694.084473
	Iteration 25Q: 3 clusters Score -140992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140998.671875 Penalty: 3694.084473
	Iteration 26Q: 3 clusters Score -140998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -141001.828125 Penalty: 3694.084473
	Iteration 27Q: 3 clusters Score -141001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -141004.484375 Penalty: 3694.084473
	Iteration 28Q: 3 clusters Score -141004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -141007.484375 Penalty: 3694.084473
	Iteration 29Q: 3 clusters Score -141007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -141010.453125 Penalty: 3694.084473
	Iteration 30Q: 3 clusters Score -141010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -141012.640625 Penalty: 3694.084473
	Iteration 31Q: 3 clusters Score -141012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -141014.812500 Penalty: 3694.084473
	Iteration 32Q: 3 clusters Score -141014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -141016.000000 Penalty: 3694.084473
	Iteration 33Q: 3 clusters Score -141016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -141016.000000 Penalty: 3694.084473
	Iteration 34F: 3 clusters Score -141016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Entering Unmasked Estep 
Score: -1679341.750000 Penalty: 2380.786865
	Iteration 0F: 2 clusters Score -1679342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1668617.750000 Penalty: 4761.573730
	Iteration 0F: 3 clusters Score -1668618 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1672085.500000 Penalty: 4761.573730
	Iteration 1F: 3 clusters Score -1672086 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1672387.625000 Penalty: 4761.573730
	Iteration 2F: 3 clusters Score -1672388 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1672618.625000 Penalty: 4761.573730
	Iteration 3Q: 3 clusters Score -1672619 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1672815.250000 Penalty: 4761.573730
	Iteration 4Q: 3 clusters Score -1672815 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1672996.250000 Penalty: 4761.573730
	Iteration 5Q: 3 clusters Score -1672996 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1673179.875000 Penalty: 4761.573730
	Iteration 6Q: 3 clusters Score -1673180 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1673392.625000 Penalty: 4761.573730
	Iteration 7Q: 3 clusters Score -1673393 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1673634.875000 Penalty: 4761.573730
	Iteration 8Q: 3 clusters Score -1673635 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1673915.000000 Penalty: 4761.573730
	Iteration 9Q: 3 clusters Score -1673915 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1674244.000000 Penalty: 4761.573730
	Iteration 10Q: 3 clusters Score -1674244 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1674615.375000 Penalty: 4761.573730
	Iteration 11Q: 3 clusters Score -1674615 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1675009.125000 Penalty: 4761.573730
	Iteration 12Q: 3 clusters Score -1675009 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1675397.750000 Penalty: 4761.573730
	Iteration 13Q: 3 clusters Score -1675398 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1675758.000000 Penalty: 4761.573730
	Iteration 14Q: 3 clusters Score -1675758 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1676142.375000 Penalty: 4761.573730
	Iteration 15Q: 3 clusters Score -1676142 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1676503.000000 Penalty: 4761.573730
	Iteration 16Q: 3 clusters Score -1676503 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1676783.625000 Penalty: 4761.573730
	Iteration 17Q: 3 clusters Score -1676784 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1676965.500000 Penalty: 4761.573730
	Iteration 18Q: 3 clusters Score -1676966 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1677090.750000 Penalty: 4761.573730
	Iteration 19Q: 3 clusters Score -1677091 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1677162.875000 Penalty: 4761.573730
	Iteration 20F: 3 clusters Score -1677163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1677224.500000 Penalty: 4761.573730
	Iteration 21Q: 3 clusters Score -1677224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1677269.625000 Penalty: 4761.573730
	Iteration 22Q: 3 clusters Score -1677270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1677317.625000 Penalty: 4761.573730
	Iteration 23Q: 3 clusters Score -1677318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1677361.125000 Penalty: 4761.573730
	Iteration 24Q: 3 clusters Score -1677361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1677387.750000 Penalty: 4761.573730
	Iteration 25Q: 3 clusters Score -1677388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1677412.625000 Penalty: 4761.573730
	Iteration 26Q: 3 clusters Score -1677413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1677441.625000 Penalty: 4761.573730
	Iteration 27Q: 3 clusters Score -1677442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1677457.500000 Penalty: 4761.573730
	Iteration 28Q: 3 clusters Score -1677458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1677464.625000 Penalty: 4761.573730
	Iteration 29Q: 3 clusters Score -1677465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1677471.125000 Penalty: 4761.573730
	Iteration 30Q: 3 clusters Score -1677471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1677478.125000 Penalty: 4761.573730
	Iteration 31Q: 3 clusters Score -1677478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1677482.375000 Penalty: 4761.573730
	Iteration 32Q: 3 clusters Score -1677482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1677480.625000 Penalty: 4761.573730
	Iteration 33Q: 3 clusters Score -1677481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1677485.500000 Penalty: 4761.573730
	Iteration 34Q: 3 clusters Score -1677486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1677487.375000 Penalty: 4761.573730
	Iteration 35Q: 3 clusters Score -1677487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1677489.750000 Penalty: 4761.573730
	Iteration 36Q: 3 clusters Score -1677490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1677493.875000 Penalty: 4761.573730
	Iteration 37Q: 3 clusters Score -1677494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1677493.875000 Penalty: 4761.573730
	Iteration 38F: 3 clusters Score -1677494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -90964.335938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -90964.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89106.117188 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -89106.12 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89428.742188 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -89428.74 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89623.460938 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -89623.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -89759.453125 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -89759.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -89880.726562 Penalty: 3367.330078
	Iteration 4F: 3 clusters Score -89880.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89984.593750 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -89984.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -90062.937500 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -90062.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -90141.718750 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -90141.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -90205.781250 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -90205.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -90250.031250 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -90250.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -90281.578125 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -90281.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90297.640625 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -90297.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -90303.023438 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -90303.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -90308.851562 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -90308.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90322.218750 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -90322.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -90323.882812 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -90323.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -90324.679688 Penalty: 3367.330078
	Iteration 16F: 3 clusters Score -90324.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90331.648438 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -90331.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -90333.554688 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -90333.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -90335.992188 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -90335.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -90340.390625 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -90340.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -90346.500000 Penalty: 3367.330078
	Iteration 21Q: 3 clusters Score -90346.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -90346.500000 Penalty: 3367.330078
	Iteration 22F: 3 clusters Score -90346.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Entering Unmasked Estep 
Score: -934190.625000 Penalty: 2236.546387
	Iteration 0F: 2 clusters Score -934190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -927579.375000 Penalty: 4473.092773
	Iteration 0F: 3 clusters Score -927579.4 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -929337.250000 Penalty: 4473.092773
	Iteration 1F: 3 clusters Score -929337.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -929596.437500 Penalty: 4473.092773
	Iteration 2F: 3 clusters Score -929596.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -929769.687500 Penalty: 4473.092773
	Iteration 3Q: 3 clusters Score -929769.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -929928.937500 Penalty: 4473.092773
	Iteration 4Q: 3 clusters Score -929928.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -930076.437500 Penalty: 4473.092773
	Iteration 5Q: 3 clusters Score -930076.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -930239.375000 Penalty: 4473.092773
	Iteration 6Q: 3 clusters Score -930239.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -930413.437500 Penalty: 4473.092773
	Iteration 7Q: 3 clusters Score -930413.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -930600.062500 Penalty: 4473.092773
	Iteration 8Q: 3 clusters Score -930600.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -930830.187500 Penalty: 4473.092773
	Iteration 9Q: 3 clusters Score -930830.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -931042.437500 Penalty: 4473.092773
	Iteration 10Q: 3 clusters Score -931042.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -931255.437500 Penalty: 4473.092773
	Iteration 11Q: 3 clusters Score -931255.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -931482.562500 Penalty: 4473.092773
	Iteration 12Q: 3 clusters Score -931482.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -931686.000000 Penalty: 4473.092773
	Iteration 13Q: 3 clusters Score -931686 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -931881.500000 Penalty: 4473.092773
	Iteration 14Q: 3 clusters Score -931881.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -932039.187500 Penalty: 4473.092773
	Iteration 15Q: 3 clusters Score -932039.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -932188.562500 Penalty: 4473.092773
	Iteration 16Q: 3 clusters Score -932188.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -932315.062500 Penalty: 4473.092773
	Iteration 17Q: 3 clusters Score -932315.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -932430.500000 Penalty: 4473.092773
	Iteration 18Q: 3 clusters Score -932430.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -932561.750000 Penalty: 4473.092773
	Iteration 19Q: 3 clusters Score -932561.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -932732.937500 Penalty: 4473.092773
	Iteration 20F: 3 clusters Score -932732.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -932874.375000 Penalty: 4473.092773
	Iteration 21Q: 3 clusters Score -932874.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -932955.125000 Penalty: 4473.092773
	Iteration 22Q: 3 clusters Score -932955.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -932996.937500 Penalty: 4473.092773
	Iteration 23Q: 3 clusters Score -932996.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -933022.062500 Penalty: 4473.092773
	Iteration 24Q: 3 clusters Score -933022.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -933029.812500 Penalty: 4473.092773
	Iteration 25Q: 3 clusters Score -933029.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -933037.687500 Penalty: 4473.092773
	Iteration 26Q: 3 clusters Score -933037.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -933042.937500 Penalty: 4473.092773
	Iteration 27Q: 3 clusters Score -933042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -933043.437500 Penalty: 4473.092773
	Iteration 28Q: 3 clusters Score -933043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -933047.125000 Penalty: 4473.092773
	Iteration 29Q: 3 clusters Score -933047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -933048.062500 Penalty: 4473.092773
	Iteration 30Q: 3 clusters Score -933048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -933051.562500 Penalty: 4473.092773
	Iteration 31Q: 3 clusters Score -933051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -933049.250000 Penalty: 4473.092773
	Iteration 32Q: 3 clusters Score -933049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -933050.375000 Penalty: 4473.092773
	Iteration 33Q: 3 clusters Score -933050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -933050.875000 Penalty: 4473.092773
	Iteration 34Q: 3 clusters Score -933050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -933050.875000 Penalty: 4473.092773
	Iteration 35F: 3 clusters Score -933050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51654.210938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51654.21 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 254 members 
Entering Unmasked Estep 
Score: -50169.949219 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50169.95 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50375.300781 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50375.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50436.718750 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -50436.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50463.164062 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50463.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50480.835938 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50480.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50494.339844 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50494.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50499.101562 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50503.195312 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50509.203125 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -50509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50513.183594 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -50513.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50513.183594 Penalty: 3096.142822
	Iteration 10F: 3 clusters Score -50513.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (21139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Entering Unmasked Estep 
Score: -2442392.750000 Penalty: 2469.801025
	Iteration 0F: 2 clusters Score -2442393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2427619.000000 Penalty: 4939.602051
	Iteration 0F: 3 clusters Score -2427619 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2432606.500000 Penalty: 4939.602051
	Iteration 1F: 3 clusters Score -2432606 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2433191.000000 Penalty: 4939.602051
	Iteration 2F: 3 clusters Score -2433191 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2433822.250000 Penalty: 4939.602051
	Iteration 3F: 3 clusters Score -2433822 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2434653.750000 Penalty: 4939.602051
	Iteration 4F: 3 clusters Score -2434654 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2435732.000000 Penalty: 4939.602051
	Iteration 5F: 3 clusters Score -2435732 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2436970.750000 Penalty: 4939.602051
	Iteration 6F: 3 clusters Score -2436971 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2438009.500000 Penalty: 4939.602051
	Iteration 7F: 3 clusters Score -2438010 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2438751.250000 Penalty: 4939.602051
	Iteration 8Q: 3 clusters Score -2438751 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2439191.000000 Penalty: 4939.602051
	Iteration 9Q: 3 clusters Score -2439191 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2439439.750000 Penalty: 4939.602051
	Iteration 10Q: 3 clusters Score -2439440 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2439621.500000 Penalty: 4939.602051
	Iteration 11Q: 3 clusters Score -2439622 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2439772.250000 Penalty: 4939.602051
	Iteration 12Q: 3 clusters Score -2439772 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2439897.000000 Penalty: 4939.602051
	Iteration 13Q: 3 clusters Score -2439897 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2440010.250000 Penalty: 4939.602051
	Iteration 14Q: 3 clusters Score -2440010 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2440097.750000 Penalty: 4939.602051
	Iteration 15Q: 3 clusters Score -2440098 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2440174.500000 Penalty: 4939.602051
	Iteration 16Q: 3 clusters Score -2440174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2440233.750000 Penalty: 4939.602051
	Iteration 17Q: 3 clusters Score -2440234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2440271.500000 Penalty: 4939.602051
	Iteration 18Q: 3 clusters Score -2440272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2440307.250000 Penalty: 4939.602051
	Iteration 19Q: 3 clusters Score -2440307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2440336.000000 Penalty: 4939.602051
	Iteration 20F: 3 clusters Score -2440336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2440358.250000 Penalty: 4939.602051
	Iteration 21Q: 3 clusters Score -2440358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2440375.750000 Penalty: 4939.602051
	Iteration 22Q: 3 clusters Score -2440376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2440387.500000 Penalty: 4939.602051
	Iteration 23Q: 3 clusters Score -2440388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2440400.250000 Penalty: 4939.602051
	Iteration 24Q: 3 clusters Score -2440400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2440404.000000 Penalty: 4939.602051
	Iteration 25Q: 3 clusters Score -2440404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2440412.000000 Penalty: 4939.602051
	Iteration 26Q: 3 clusters Score -2440412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2440412.000000 Penalty: 4939.602051
	Iteration 27Q: 3 clusters Score -2440412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2440411.250000 Penalty: 4939.602051
	Iteration 28Q: 3 clusters Score -2440411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2440411.500000 Penalty: 4939.602051
	Iteration 29Q: 3 clusters Score -2440412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2440415.000000 Penalty: 4939.602051
	Iteration 30Q: 3 clusters Score -2440415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2440415.500000 Penalty: 4939.602051
	Iteration 31Q: 3 clusters Score -2440416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2440415.250000 Penalty: 4939.602051
	Iteration 32Q: 3 clusters Score -2440415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2440416.000000 Penalty: 4939.602051
	Iteration 33Q: 3 clusters Score -2440416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2440416.000000 Penalty: 4939.602051
	Iteration 34Q: 3 clusters Score -2440416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2440421.500000 Penalty: 4939.602051
	Iteration 35Q: 3 clusters Score -2440422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2440421.250000 Penalty: 4939.602051
	Iteration 36Q: 3 clusters Score -2440421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2440423.250000 Penalty: 4939.602051
	Iteration 37Q: 3 clusters Score -2440423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2440424.500000 Penalty: 4939.602051
	Iteration 38Q: 3 clusters Score -2440424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2440423.750000 Penalty: 4939.602051
	Iteration 39Q: 3 clusters Score -2440424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2440426.250000 Penalty: 4939.602051
	Iteration 40F: 3 clusters Score -2440426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2440427.750000 Penalty: 4939.602051
	Iteration 41Q: 3 clusters Score -2440428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2440426.250000 Penalty: 4939.602051
	Iteration 42Q: 3 clusters Score -2440426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2440426.750000 Penalty: 4939.602051
	Iteration 43Q: 3 clusters Score -2440427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2440429.500000 Penalty: 4939.602051
	Iteration 44Q: 3 clusters Score -2440430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2440425.500000 Penalty: 4939.602051
	Iteration 45Q: 3 clusters Score -2440426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2440425.500000 Penalty: 4939.602051
	Iteration 46F: 3 clusters Score -2440426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -134742.875000 Penalty: 1820.527222
	Iteration 0F: 2 clusters Score -134742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -132408.343750 Penalty: 3641.054443
	Iteration 0F: 3 clusters Score -132408.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -132957.828125 Penalty: 3641.054443
	Iteration 1F: 3 clusters Score -132957.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133194.171875 Penalty: 3641.054443
	Iteration 2F: 3 clusters Score -133194.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133364.093750 Penalty: 3641.054443
	Iteration 3F: 3 clusters Score -133364.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133505.703125 Penalty: 3641.054443
	Iteration 4F: 3 clusters Score -133505.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -133588.234375 Penalty: 3641.054443
	Iteration 5Q: 3 clusters Score -133588.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -133656.843750 Penalty: 3641.054443
	Iteration 6Q: 3 clusters Score -133656.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -133724.531250 Penalty: 3641.054443
	Iteration 7Q: 3 clusters Score -133724.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -133768.265625 Penalty: 3641.054443
	Iteration 8Q: 3 clusters Score -133768.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133804.609375 Penalty: 3641.054443
	Iteration 9Q: 3 clusters Score -133804.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133839.765625 Penalty: 3641.054443
	Iteration 10Q: 3 clusters Score -133839.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -133874.156250 Penalty: 3641.054443
	Iteration 11Q: 3 clusters Score -133874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -133889.781250 Penalty: 3641.054443
	Iteration 12Q: 3 clusters Score -133889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133897.843750 Penalty: 3641.054443
	Iteration 13Q: 3 clusters Score -133897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -133906.484375 Penalty: 3641.054443
	Iteration 14Q: 3 clusters Score -133906.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133922.859375 Penalty: 3641.054443
	Iteration 15Q: 3 clusters Score -133922.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -133938.406250 Penalty: 3641.054443
	Iteration 16Q: 3 clusters Score -133938.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -133949.187500 Penalty: 3641.054443
	Iteration 17Q: 3 clusters Score -133949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -133953.375000 Penalty: 3641.054443
	Iteration 18Q: 3 clusters Score -133953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133958.546875 Penalty: 3641.054443
	Iteration 19Q: 3 clusters Score -133958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -133963.937500 Penalty: 3641.054443
	Iteration 20F: 3 clusters Score -133963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133966.671875 Penalty: 3641.054443
	Iteration 21Q: 3 clusters Score -133966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -133969.218750 Penalty: 3641.054443
	Iteration 22Q: 3 clusters Score -133969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -133971.937500 Penalty: 3641.054443
	Iteration 23Q: 3 clusters Score -133971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133983.109375 Penalty: 3641.054443
	Iteration 24Q: 3 clusters Score -133983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -133992.296875 Penalty: 3641.054443
	Iteration 25Q: 3 clusters Score -133992.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -134003.625000 Penalty: 3641.054443
	Iteration 26Q: 3 clusters Score -134003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -134014.359375 Penalty: 3641.054443
	Iteration 27Q: 3 clusters Score -134014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -134024.156250 Penalty: 3641.054443
	Iteration 28Q: 3 clusters Score -134024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -134035.031250 Penalty: 3641.054443
	Iteration 29Q: 3 clusters Score -134035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -134049.265625 Penalty: 3641.054443
	Iteration 30Q: 3 clusters Score -134049.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -134062.203125 Penalty: 3641.054443
	Iteration 31Q: 3 clusters Score -134062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134094.359375 Penalty: 3641.054443
	Iteration 32Q: 3 clusters Score -134094.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134131.312500 Penalty: 3641.054443
	Iteration 33Q: 3 clusters Score -134131.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -134178.578125 Penalty: 3641.054443
	Iteration 34Q: 3 clusters Score -134178.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -134240.562500 Penalty: 3641.054443
	Iteration 35Q: 3 clusters Score -134240.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -134283.796875 Penalty: 3641.054443
	Iteration 36Q: 3 clusters Score -134283.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -134323.421875 Penalty: 3641.054443
	Iteration 37Q: 3 clusters Score -134323.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -134366.578125 Penalty: 3641.054443
	Iteration 38Q: 3 clusters Score -134366.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134410.015625 Penalty: 3641.054443
	Iteration 39Q: 3 clusters Score -134410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134456.125000 Penalty: 3641.054443
	Iteration 40F: 3 clusters Score -134456.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134483.312500 Penalty: 3641.054443
	Iteration 41Q: 3 clusters Score -134483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -134504.109375 Penalty: 3641.054443
	Iteration 42Q: 3 clusters Score -134504.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134524.718750 Penalty: 3641.054443
	Iteration 43Q: 3 clusters Score -134524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134530.328125 Penalty: 3641.054443
	Iteration 44Q: 3 clusters Score -134530.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134535.656250 Penalty: 3641.054443
	Iteration 45Q: 3 clusters Score -134535.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -134538.531250 Penalty: 3641.054443
	Iteration 46Q: 3 clusters Score -134538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134538.937500 Penalty: 3641.054443
	Iteration 47Q: 3 clusters Score -134538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134538.937500 Penalty: 3641.054443
	Iteration 48F: 3 clusters Score -134538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -801863.250000 Penalty: 2240.451904
	Iteration 0F: 2 clusters Score -801863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -795165.812500 Penalty: 4480.903809
	Iteration 0F: 3 clusters Score -795165.8 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -797089.687500 Penalty: 4480.903809
	Iteration 1F: 3 clusters Score -797089.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -797421.750000 Penalty: 4480.903809
	Iteration 2F: 3 clusters Score -797421.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -797681.437500 Penalty: 4480.903809
	Iteration 3F: 3 clusters Score -797681.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -797870.437500 Penalty: 4480.903809
	Iteration 4Q: 3 clusters Score -797870.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -798015.937500 Penalty: 4480.903809
	Iteration 5Q: 3 clusters Score -798015.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -798123.625000 Penalty: 4480.903809
	Iteration 6Q: 3 clusters Score -798123.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -798236.375000 Penalty: 4480.903809
	Iteration 7Q: 3 clusters Score -798236.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -798353.875000 Penalty: 4480.903809
	Iteration 8Q: 3 clusters Score -798353.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -798464.562500 Penalty: 4480.903809
	Iteration 9Q: 3 clusters Score -798464.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -798571.500000 Penalty: 4480.903809
	Iteration 10Q: 3 clusters Score -798571.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -798662.750000 Penalty: 4480.903809
	Iteration 11Q: 3 clusters Score -798662.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -798736.937500 Penalty: 4480.903809
	Iteration 12Q: 3 clusters Score -798736.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -798799.562500 Penalty: 4480.903809
	Iteration 13Q: 3 clusters Score -798799.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -798859.937500 Penalty: 4480.903809
	Iteration 14Q: 3 clusters Score -798859.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -798912.250000 Penalty: 4480.903809
	Iteration 15Q: 3 clusters Score -798912.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -798963.625000 Penalty: 4480.903809
	Iteration 16Q: 3 clusters Score -798963.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -799011.125000 Penalty: 4480.903809
	Iteration 17Q: 3 clusters Score -799011.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -799053.125000 Penalty: 4480.903809
	Iteration 18Q: 3 clusters Score -799053.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -799101.000000 Penalty: 4480.903809
	Iteration 19Q: 3 clusters Score -799101 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -799150.250000 Penalty: 4480.903809
	Iteration 20F: 3 clusters Score -799150.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -799205.437500 Penalty: 4480.903809
	Iteration 21Q: 3 clusters Score -799205.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -799250.000000 Penalty: 4480.903809
	Iteration 22Q: 3 clusters Score -799250 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -799304.375000 Penalty: 4480.903809
	Iteration 23Q: 3 clusters Score -799304.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -799356.312500 Penalty: 4480.903809
	Iteration 24Q: 3 clusters Score -799356.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -799400.500000 Penalty: 4480.903809
	Iteration 25Q: 3 clusters Score -799400.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -799442.562500 Penalty: 4480.903809
	Iteration 26Q: 3 clusters Score -799442.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -799502.687500 Penalty: 4480.903809
	Iteration 27Q: 3 clusters Score -799502.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -799570.875000 Penalty: 4480.903809
	Iteration 28Q: 3 clusters Score -799570.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -799615.875000 Penalty: 4480.903809
	Iteration 29Q: 3 clusters Score -799615.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -799658.312500 Penalty: 4480.903809
	Iteration 30Q: 3 clusters Score -799658.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -799686.875000 Penalty: 4480.903809
	Iteration 31Q: 3 clusters Score -799686.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -799715.750000 Penalty: 4480.903809
	Iteration 32Q: 3 clusters Score -799715.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -799736.562500 Penalty: 4480.903809
	Iteration 33Q: 3 clusters Score -799736.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -799756.937500 Penalty: 4480.903809
	Iteration 34Q: 3 clusters Score -799756.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -799779.187500 Penalty: 4480.903809
	Iteration 35Q: 3 clusters Score -799779.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -799807.250000 Penalty: 4480.903809
	Iteration 36Q: 3 clusters Score -799807.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -799844.062500 Penalty: 4480.903809
	Iteration 37Q: 3 clusters Score -799844.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -799876.812500 Penalty: 4480.903809
	Iteration 38Q: 3 clusters Score -799876.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -799905.312500 Penalty: 4480.903809
	Iteration 39Q: 3 clusters Score -799905.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -799932.562500 Penalty: 4480.903809
	Iteration 40F: 3 clusters Score -799932.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -799949.812500 Penalty: 4480.903809
	Iteration 41Q: 3 clusters Score -799949.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -799964.562500 Penalty: 4480.903809
	Iteration 42Q: 3 clusters Score -799964.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -799979.937500 Penalty: 4480.903809
	Iteration 43Q: 3 clusters Score -799979.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -799995.000000 Penalty: 4480.903809
	Iteration 44Q: 3 clusters Score -799995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -800012.375000 Penalty: 4480.903809
	Iteration 45Q: 3 clusters Score -800012.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -800029.375000 Penalty: 4480.903809
	Iteration 46Q: 3 clusters Score -800029.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -800046.125000 Penalty: 4480.903809
	Iteration 47Q: 3 clusters Score -800046.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -800058.312500 Penalty: 4480.903809
	Iteration 48Q: 3 clusters Score -800058.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -800078.125000 Penalty: 4480.903809
	Iteration 49Q: 3 clusters Score -800078.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -800095.750000 Penalty: 4480.903809
	Iteration 50Q: 3 clusters Score -800095.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -800109.687500 Penalty: 4480.903809
	Iteration 51Q: 3 clusters Score -800109.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -800126.937500 Penalty: 4480.903809
	Iteration 52Q: 3 clusters Score -800126.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -800142.187500 Penalty: 4480.903809
	Iteration 53Q: 3 clusters Score -800142.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -800152.937500 Penalty: 4480.903809
	Iteration 54Q: 3 clusters Score -800152.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -800165.062500 Penalty: 4480.903809
	Iteration 55Q: 3 clusters Score -800165.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -800176.062500 Penalty: 4480.903809
	Iteration 56Q: 3 clusters Score -800176.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -800189.562500 Penalty: 4480.903809
	Iteration 57Q: 3 clusters Score -800189.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -800201.500000 Penalty: 4480.903809
	Iteration 58Q: 3 clusters Score -800201.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -800206.687500 Penalty: 4480.903809
	Iteration 59Q: 3 clusters Score -800206.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -800214.250000 Penalty: 4480.903809
	Iteration 60F: 3 clusters Score -800214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -800219.625000 Penalty: 4480.903809
	Iteration 61Q: 3 clusters Score -800219.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -800226.687500 Penalty: 4480.903809
	Iteration 62Q: 3 clusters Score -800226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -800232.000000 Penalty: 4480.903809
	Iteration 63Q: 3 clusters Score -800232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -800235.875000 Penalty: 4480.903809
	Iteration 64Q: 3 clusters Score -800235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -800238.437500 Penalty: 4480.903809
	Iteration 65Q: 3 clusters Score -800238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -800239.000000 Penalty: 4480.903809
	Iteration 66Q: 3 clusters Score -800239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -800241.187500 Penalty: 4480.903809
	Iteration 67Q: 3 clusters Score -800241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -800242.687500 Penalty: 4480.903809
	Iteration 68Q: 3 clusters Score -800242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -800244.187500 Penalty: 4480.903809
	Iteration 69Q: 3 clusters Score -800244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -800246.125000 Penalty: 4480.903809
	Iteration 70Q: 3 clusters Score -800246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -800252.125000 Penalty: 4480.903809
	Iteration 71Q: 3 clusters Score -800252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -800258.562500 Penalty: 4480.903809
	Iteration 72Q: 3 clusters Score -800258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -800258.750000 Penalty: 4480.903809
	Iteration 73Q: 3 clusters Score -800258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -800260.250000 Penalty: 4480.903809
	Iteration 74Q: 3 clusters Score -800260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -800260.250000 Penalty: 4480.903809
	Iteration 75F: 3 clusters Score -800260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Entering Unmasked Estep 
Score: -494602.437500 Penalty: 2112.214355
	Iteration 0F: 2 clusters Score -494602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -490107.187500 Penalty: 4224.428711
	Iteration 0F: 3 clusters Score -490107.2 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -491271.593750 Penalty: 4224.428711
	Iteration 1F: 3 clusters Score -491271.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -491483.656250 Penalty: 4224.428711
	Iteration 2F: 3 clusters Score -491483.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -491597.562500 Penalty: 4224.428711
	Iteration 3Q: 3 clusters Score -491597.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -491672.093750 Penalty: 4224.428711
	Iteration 4Q: 3 clusters Score -491672.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -491755.000000 Penalty: 4224.428711
	Iteration 5Q: 3 clusters Score -491755 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -491825.281250 Penalty: 4224.428711
	Iteration 6Q: 3 clusters Score -491825.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -491879.937500 Penalty: 4224.428711
	Iteration 7Q: 3 clusters Score -491879.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -491945.187500 Penalty: 4224.428711
	Iteration 8Q: 3 clusters Score -491945.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -492024.687500 Penalty: 4224.428711
	Iteration 9Q: 3 clusters Score -492024.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -492098.062500 Penalty: 4224.428711
	Iteration 10Q: 3 clusters Score -492098.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -492175.843750 Penalty: 4224.428711
	Iteration 11Q: 3 clusters Score -492175.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -492246.281250 Penalty: 4224.428711
	Iteration 12Q: 3 clusters Score -492246.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -492306.656250 Penalty: 4224.428711
	Iteration 13Q: 3 clusters Score -492306.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -492365.562500 Penalty: 4224.428711
	Iteration 14Q: 3 clusters Score -492365.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -492411.250000 Penalty: 4224.428711
	Iteration 15Q: 3 clusters Score -492411.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -492451.656250 Penalty: 4224.428711
	Iteration 16Q: 3 clusters Score -492451.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -492483.000000 Penalty: 4224.428711
	Iteration 17Q: 3 clusters Score -492483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -492514.531250 Penalty: 4224.428711
	Iteration 18Q: 3 clusters Score -492514.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -492540.843750 Penalty: 4224.428711
	Iteration 19Q: 3 clusters Score -492540.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -492568.125000 Penalty: 4224.428711
	Iteration 20F: 3 clusters Score -492568.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -492592.250000 Penalty: 4224.428711
	Iteration 21Q: 3 clusters Score -492592.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -492616.312500 Penalty: 4224.428711
	Iteration 22Q: 3 clusters Score -492616.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -492637.718750 Penalty: 4224.428711
	Iteration 23Q: 3 clusters Score -492637.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -492660.062500 Penalty: 4224.428711
	Iteration 24Q: 3 clusters Score -492660.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -492681.843750 Penalty: 4224.428711
	Iteration 25Q: 3 clusters Score -492681.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -492702.531250 Penalty: 4224.428711
	Iteration 26Q: 3 clusters Score -492702.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -492723.093750 Penalty: 4224.428711
	Iteration 27Q: 3 clusters Score -492723.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -492740.593750 Penalty: 4224.428711
	Iteration 28Q: 3 clusters Score -492740.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -492753.843750 Penalty: 4224.428711
	Iteration 29Q: 3 clusters Score -492753.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -492766.062500 Penalty: 4224.428711
	Iteration 30Q: 3 clusters Score -492766.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -492781.750000 Penalty: 4224.428711
	Iteration 31Q: 3 clusters Score -492781.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -492798.656250 Penalty: 4224.428711
	Iteration 32Q: 3 clusters Score -492798.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -492825.625000 Penalty: 4224.428711
	Iteration 33Q: 3 clusters Score -492825.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -492863.343750 Penalty: 4224.428711
	Iteration 34Q: 3 clusters Score -492863.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -492913.375000 Penalty: 4224.428711
	Iteration 35Q: 3 clusters Score -492913.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -492974.781250 Penalty: 4224.428711
	Iteration 36Q: 3 clusters Score -492974.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -493036.812500 Penalty: 4224.428711
	Iteration 37Q: 3 clusters Score -493036.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -493098.843750 Penalty: 4224.428711
	Iteration 38Q: 3 clusters Score -493098.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -493159.656250 Penalty: 4224.428711
	Iteration 39Q: 3 clusters Score -493159.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -493202.718750 Penalty: 4224.428711
	Iteration 40F: 3 clusters Score -493202.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -493242.250000 Penalty: 4224.428711
	Iteration 41Q: 3 clusters Score -493242.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -493271.000000 Penalty: 4224.428711
	Iteration 42Q: 3 clusters Score -493271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -493289.000000 Penalty: 4224.428711
	Iteration 43Q: 3 clusters Score -493289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -493298.125000 Penalty: 4224.428711
	Iteration 44Q: 3 clusters Score -493298.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -493302.593750 Penalty: 4224.428711
	Iteration 45Q: 3 clusters Score -493302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -493305.781250 Penalty: 4224.428711
	Iteration 46Q: 3 clusters Score -493305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -493309.187500 Penalty: 4224.428711
	Iteration 47Q: 3 clusters Score -493309.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -493315.531250 Penalty: 4224.428711
	Iteration 48Q: 3 clusters Score -493315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -493316.625000 Penalty: 4224.428711
	Iteration 49Q: 3 clusters Score -493316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -493318.750000 Penalty: 4224.428711
	Iteration 50Q: 3 clusters Score -493318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -493318.406250 Penalty: 4224.428711
	Iteration 51Q: 3 clusters Score -493318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -493318.656250 Penalty: 4224.428711
	Iteration 52Q: 3 clusters Score -493318.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -493318.656250 Penalty: 4224.428711
	Iteration 53F: 3 clusters Score -493318.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -72864.546875 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -72864.55 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 351 members 
Entering Unmasked Estep 
Score: -71213.500000 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -71213.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71449.273438 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -71449.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71526.820312 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -71526.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71562.648438 Penalty: 3240.037842
	Iteration 3Q: 3 clusters Score -71562.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71581.093750 Penalty: 3240.037842
	Iteration 4Q: 3 clusters Score -71581.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71590.390625 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -71590.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71593.578125 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -71593.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71596.398438 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -71596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71601.218750 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -71601.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71602.117188 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -71602.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71602.117188 Penalty: 3240.037842
	Iteration 10F: 3 clusters Score -71602.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Entering Unmasked Estep 
Score: -1464843.500000 Penalty: 2346.796143
	Iteration 0F: 2 clusters Score -1464844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1455299.875000 Penalty: 4693.592285
	Iteration 0F: 3 clusters Score -1455300 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1458206.625000 Penalty: 4693.592285
	Iteration 1F: 3 clusters Score -1458207 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1458599.375000 Penalty: 4693.592285
	Iteration 2F: 3 clusters Score -1458599 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1458998.250000 Penalty: 4693.592285
	Iteration 3F: 3 clusters Score -1458998 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1459390.875000 Penalty: 4693.592285
	Iteration 4F: 3 clusters Score -1459391 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1459810.125000 Penalty: 4693.592285
	Iteration 5F: 3 clusters Score -1459810 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1460190.500000 Penalty: 4693.592285
	Iteration 6F: 3 clusters Score -1460190 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1460509.750000 Penalty: 4693.592285
	Iteration 7Q: 3 clusters Score -1460510 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1460773.500000 Penalty: 4693.592285
	Iteration 8Q: 3 clusters Score -1460774 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1460994.875000 Penalty: 4693.592285
	Iteration 9Q: 3 clusters Score -1460995 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1461148.125000 Penalty: 4693.592285
	Iteration 10Q: 3 clusters Score -1461148 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1461287.250000 Penalty: 4693.592285
	Iteration 11Q: 3 clusters Score -1461287 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1461425.125000 Penalty: 4693.592285
	Iteration 12Q: 3 clusters Score -1461425 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1461558.000000 Penalty: 4693.592285
	Iteration 13Q: 3 clusters Score -1461558 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1461675.000000 Penalty: 4693.592285
	Iteration 14Q: 3 clusters Score -1461675 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1461808.375000 Penalty: 4693.592285
	Iteration 15Q: 3 clusters Score -1461808 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1461936.250000 Penalty: 4693.592285
	Iteration 16Q: 3 clusters Score -1461936 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1462049.500000 Penalty: 4693.592285
	Iteration 17Q: 3 clusters Score -1462050 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1462163.375000 Penalty: 4693.592285
	Iteration 18Q: 3 clusters Score -1462163 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1462267.125000 Penalty: 4693.592285
	Iteration 19Q: 3 clusters Score -1462267 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1462346.625000 Penalty: 4693.592285
	Iteration 20F: 3 clusters Score -1462347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1462417.875000 Penalty: 4693.592285
	Iteration 21Q: 3 clusters Score -1462418 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1462493.875000 Penalty: 4693.592285
	Iteration 22Q: 3 clusters Score -1462494 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1462560.500000 Penalty: 4693.592285
	Iteration 23Q: 3 clusters Score -1462560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1462615.125000 Penalty: 4693.592285
	Iteration 24Q: 3 clusters Score -1462615 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1462655.375000 Penalty: 4693.592285
	Iteration 25Q: 3 clusters Score -1462655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1462686.250000 Penalty: 4693.592285
	Iteration 26Q: 3 clusters Score -1462686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1462713.500000 Penalty: 4693.592285
	Iteration 27Q: 3 clusters Score -1462714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1462727.000000 Penalty: 4693.592285
	Iteration 28Q: 3 clusters Score -1462727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1462742.375000 Penalty: 4693.592285
	Iteration 29Q: 3 clusters Score -1462742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1462762.625000 Penalty: 4693.592285
	Iteration 30Q: 3 clusters Score -1462763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1462781.500000 Penalty: 4693.592285
	Iteration 31Q: 3 clusters Score -1462782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1462804.500000 Penalty: 4693.592285
	Iteration 32Q: 3 clusters Score -1462804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1462819.750000 Penalty: 4693.592285
	Iteration 33Q: 3 clusters Score -1462820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1462839.250000 Penalty: 4693.592285
	Iteration 34Q: 3 clusters Score -1462839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1462849.625000 Penalty: 4693.592285
	Iteration 35Q: 3 clusters Score -1462850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1462860.000000 Penalty: 4693.592285
	Iteration 36Q: 3 clusters Score -1462860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1462868.125000 Penalty: 4693.592285
	Iteration 37Q: 3 clusters Score -1462868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1462871.875000 Penalty: 4693.592285
	Iteration 38Q: 3 clusters Score -1462872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1462871.125000 Penalty: 4693.592285
	Iteration 39Q: 3 clusters Score -1462871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1462871.125000 Penalty: 4693.592285
	Iteration 40F: 3 clusters Score -1462871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1462873.875000 Penalty: 4693.592285
	Iteration 41Q: 3 clusters Score -1462874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1462875.125000 Penalty: 4693.592285
	Iteration 42Q: 3 clusters Score -1462875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1462875.375000 Penalty: 4693.592285
	Iteration 43Q: 3 clusters Score -1462875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1462875.375000 Penalty: 4693.592285
	Iteration 44F: 3 clusters Score -1462875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -364244.468750 Penalty: 2044.725220
	Iteration 0F: 2 clusters Score -364244.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -360464.750000 Penalty: 4089.450439
	Iteration 0F: 3 clusters Score -360464.8 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -361400.062500 Penalty: 4089.450439
	Iteration 1F: 3 clusters Score -361400.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -361661.562500 Penalty: 4089.450439
	Iteration 2F: 3 clusters Score -361661.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -361884.000000 Penalty: 4089.450439
	Iteration 3F: 3 clusters Score -361884 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -362063.000000 Penalty: 4089.450439
	Iteration 4F: 3 clusters Score -362063 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -362222.812500 Penalty: 4089.450439
	Iteration 5Q: 3 clusters Score -362222.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -362336.843750 Penalty: 4089.450439
	Iteration 6Q: 3 clusters Score -362336.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -362431.531250 Penalty: 4089.450439
	Iteration 7Q: 3 clusters Score -362431.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -362525.156250 Penalty: 4089.450439
	Iteration 8Q: 3 clusters Score -362525.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -362602.250000 Penalty: 4089.450439
	Iteration 9Q: 3 clusters Score -362602.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -362667.250000 Penalty: 4089.450439
	Iteration 10Q: 3 clusters Score -362667.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -362713.062500 Penalty: 4089.450439
	Iteration 11Q: 3 clusters Score -362713.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -362761.250000 Penalty: 4089.450439
	Iteration 12Q: 3 clusters Score -362761.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -362810.156250 Penalty: 4089.450439
	Iteration 13Q: 3 clusters Score -362810.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -362849.593750 Penalty: 4089.450439
	Iteration 14Q: 3 clusters Score -362849.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -362880.031250 Penalty: 4089.450439
	Iteration 15Q: 3 clusters Score -362880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -362900.687500 Penalty: 4089.450439
	Iteration 16Q: 3 clusters Score -362900.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -362919.968750 Penalty: 4089.450439
	Iteration 17Q: 3 clusters Score -362920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -362938.343750 Penalty: 4089.450439
	Iteration 18Q: 3 clusters Score -362938.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -362950.531250 Penalty: 4089.450439
	Iteration 19Q: 3 clusters Score -362950.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -362959.843750 Penalty: 4089.450439
	Iteration 20F: 3 clusters Score -362959.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -362967.625000 Penalty: 4089.450439
	Iteration 21Q: 3 clusters Score -362967.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -362974.906250 Penalty: 4089.450439
	Iteration 22Q: 3 clusters Score -362974.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -362982.562500 Penalty: 4089.450439
	Iteration 23Q: 3 clusters Score -362982.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -362989.750000 Penalty: 4089.450439
	Iteration 24Q: 3 clusters Score -362989.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -362995.750000 Penalty: 4089.450439
	Iteration 25Q: 3 clusters Score -362995.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -363002.625000 Penalty: 4089.450439
	Iteration 26Q: 3 clusters Score -363002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -363005.843750 Penalty: 4089.450439
	Iteration 27Q: 3 clusters Score -363005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -363007.375000 Penalty: 4089.450439
	Iteration 28Q: 3 clusters Score -363007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -363007.218750 Penalty: 4089.450439
	Iteration 29Q: 3 clusters Score -363007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -363008.875000 Penalty: 4089.450439
	Iteration 30Q: 3 clusters Score -363008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -363010.093750 Penalty: 4089.450439
	Iteration 31Q: 3 clusters Score -363010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363012.531250 Penalty: 4089.450439
	Iteration 32Q: 3 clusters Score -363012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -363014.062500 Penalty: 4089.450439
	Iteration 33Q: 3 clusters Score -363014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -363014.718750 Penalty: 4089.450439
	Iteration 34Q: 3 clusters Score -363014.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -363016.156250 Penalty: 4089.450439
	Iteration 35Q: 3 clusters Score -363016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -363016.750000 Penalty: 4089.450439
	Iteration 36Q: 3 clusters Score -363016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -363017.875000 Penalty: 4089.450439
	Iteration 37Q: 3 clusters Score -363017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -363018.750000 Penalty: 4089.450439
	Iteration 38Q: 3 clusters Score -363018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -363019.656250 Penalty: 4089.450439
	Iteration 39Q: 3 clusters Score -363019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -363019.906250 Penalty: 4089.450439
	Iteration 40F: 3 clusters Score -363019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363020.687500 Penalty: 4089.450439
	Iteration 41Q: 3 clusters Score -363020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363021.000000 Penalty: 4089.450439
	Iteration 42Q: 3 clusters Score -363021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363022.187500 Penalty: 4089.450439
	Iteration 43Q: 3 clusters Score -363022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -363023.281250 Penalty: 4089.450439
	Iteration 44Q: 3 clusters Score -363023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363024.000000 Penalty: 4089.450439
	Iteration 45Q: 3 clusters Score -363024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363024.468750 Penalty: 4089.450439
	Iteration 46Q: 3 clusters Score -363024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363025.031250 Penalty: 4089.450439
	Iteration 47Q: 3 clusters Score -363025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363025.031250 Penalty: 4089.450439
	Iteration 48F: 3 clusters Score -363025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -1777246.750000 Penalty: 2395.667725
	Iteration 0F: 2 clusters Score -1777247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1765975.125000 Penalty: 4791.335449
	Iteration 0F: 3 clusters Score -1765975 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1769520.625000 Penalty: 4791.335449
	Iteration 1F: 3 clusters Score -1769521 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1769991.125000 Penalty: 4791.335449
	Iteration 2F: 3 clusters Score -1769991 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1770458.250000 Penalty: 4791.335449
	Iteration 3F: 3 clusters Score -1770458 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1770952.000000 Penalty: 4791.335449
	Iteration 4F: 3 clusters Score -1770952 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1771447.750000 Penalty: 4791.335449
	Iteration 5Q: 3 clusters Score -1771448 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1771995.125000 Penalty: 4791.335449
	Iteration 6Q: 3 clusters Score -1771995 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1772471.750000 Penalty: 4791.335449
	Iteration 7Q: 3 clusters Score -1772472 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1772953.125000 Penalty: 4791.335449
	Iteration 8Q: 3 clusters Score -1772953 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1773380.625000 Penalty: 4791.335449
	Iteration 9Q: 3 clusters Score -1773381 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1773735.375000 Penalty: 4791.335449
	Iteration 10Q: 3 clusters Score -1773735 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1774088.250000 Penalty: 4791.335449
	Iteration 11Q: 3 clusters Score -1774088 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1774348.250000 Penalty: 4791.335449
	Iteration 12Q: 3 clusters Score -1774348 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1774560.000000 Penalty: 4791.335449
	Iteration 13Q: 3 clusters Score -1774560 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1774739.000000 Penalty: 4791.335449
	Iteration 14Q: 3 clusters Score -1774739 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1774867.625000 Penalty: 4791.335449
	Iteration 15Q: 3 clusters Score -1774868 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1774973.125000 Penalty: 4791.335449
	Iteration 16Q: 3 clusters Score -1774973 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1775041.500000 Penalty: 4791.335449
	Iteration 17Q: 3 clusters Score -1775042 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1775085.500000 Penalty: 4791.335449
	Iteration 18Q: 3 clusters Score -1775086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1775112.125000 Penalty: 4791.335449
	Iteration 19Q: 3 clusters Score -1775112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1775135.875000 Penalty: 4791.335449
	Iteration 20F: 3 clusters Score -1775136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1775156.375000 Penalty: 4791.335449
	Iteration 21Q: 3 clusters Score -1775156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1775180.875000 Penalty: 4791.335449
	Iteration 22Q: 3 clusters Score -1775181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1775197.000000 Penalty: 4791.335449
	Iteration 23Q: 3 clusters Score -1775197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1775207.375000 Penalty: 4791.335449
	Iteration 24Q: 3 clusters Score -1775207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1775212.375000 Penalty: 4791.335449
	Iteration 25Q: 3 clusters Score -1775212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1775219.375000 Penalty: 4791.335449
	Iteration 26Q: 3 clusters Score -1775219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1775225.625000 Penalty: 4791.335449
	Iteration 27Q: 3 clusters Score -1775226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1775237.625000 Penalty: 4791.335449
	Iteration 28Q: 3 clusters Score -1775238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1775242.750000 Penalty: 4791.335449
	Iteration 29Q: 3 clusters Score -1775243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1775244.500000 Penalty: 4791.335449
	Iteration 30Q: 3 clusters Score -1775244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1775249.750000 Penalty: 4791.335449
	Iteration 31Q: 3 clusters Score -1775250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1775253.125000 Penalty: 4791.335449
	Iteration 32Q: 3 clusters Score -1775253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1775261.750000 Penalty: 4791.335449
	Iteration 33Q: 3 clusters Score -1775262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1775263.375000 Penalty: 4791.335449
	Iteration 34Q: 3 clusters Score -1775263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1775263.250000 Penalty: 4791.335449
	Iteration 35Q: 3 clusters Score -1775263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1775260.750000 Penalty: 4791.335449
	Iteration 36Q: 3 clusters Score -1775261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1775260.750000 Penalty: 4791.335449
	Iteration 37F: 3 clusters Score -1775261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7241 members 
Mstep: Class 3 contains 53618 members 
Mstep: Class 4 contains 213554 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 15876 members 
Mstep: Class 9 contains 143205 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 37463 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 110492 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7862 members 
Mstep: Class 17 contains 128381 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13299 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 12999 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 8275 members 
Mstep: Class 27 contains 22029 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 11977 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 5127 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6533 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6760 members 
Mstep: Class 45 contains 4717 members 
Mstep: Class 46 contains 41548 members 
Mstep: Class 47 contains 40065 members 
Mstep: Class 48 contains 4654 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 222 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 3200 members 
Mstep: Class 53 contains 8485 members 
Mstep: Class 54 contains 9972 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14764 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8253 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21139 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8384 members 
Mstep: Class 63 contains 4999 members 
Mstep: Class 64 contains 687 members 
Mstep: Class 65 contains 12873 members 
Mstep: Class 66 contains 3808 members 
Mstep: Class 67 contains 15677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139307488.000000 Penalty: 244280.156250
Iteration 199Q: 71 clusters Score -1.393075e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 53936 members 
Mstep: Class 4 contains 213877 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 14714 members 
Mstep: Class 8 contains 15916 members 
Mstep: Class 9 contains 143204 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 37456 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 110364 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 17 contains 128380 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13312 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 13028 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 7954 members 
Mstep: Class 26 contains 8276 members 
Mstep: Class 27 contains 22045 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 11978 members 
Mstep: Class 30 contains 10979 members 
Mstep: Class 31 contains 9591 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5846 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3109 members 
Mstep: Class 38 contains 5186 members 
Mstep: Class 39 contains 13886 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6545 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6778 members 
Mstep: Class 45 contains 4718 members 
Mstep: Class 46 contains 41578 members 
Mstep: Class 47 contains 40531 members 
Mstep: Class 48 contains 4654 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 223 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 3200 members 
Mstep: Class 53 contains 8595 members 
Mstep: Class 54 contains 9976 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14850 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8252 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21163 members 
Mstep: Class 61 contains 1541 members 
Mstep: Class 62 contains 8385 members 
Mstep: Class 63 contains 5000 members 
Mstep: Class 64 contains 684 members 
Mstep: Class 65 contains 12874 members 
Mstep: Class 66 contains 3806 members 
Mstep: Class 67 contains 15696 members 
Mstep: Class 68 contains 13799 members 
Mstep: Class 69 contains 22979 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139308560.000000 Penalty: 244280.156250
Iteration 200F: 71 clusters Score -1.393086e+08 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 53819 members 
Mstep: Class 4 contains 213897 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2636 members 
Mstep: Class 7 contains 14715 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 143200 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37440 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 110237 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7893 members 
Mstep: Class 17 contains 128380 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13312 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 13027 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 7977 members 
Mstep: Class 26 contains 8277 members 
Mstep: Class 27 contains 22126 members 
Mstep: Class 28 contains 45478 members 
Mstep: Class 29 contains 11979 members 
Mstep: Class 30 contains 10980 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5845 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 3090 members 
Mstep: Class 38 contains 5169 members 
Mstep: Class 39 contains 13873 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6552 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6773 members 
Mstep: Class 45 contains 4720 members 
Mstep: Class 46 contains 41388 members 
Mstep: Class 47 contains 40412 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 225 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8484 members 
Mstep: Class 54 contains 9975 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14862 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8248 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21114 members 
Mstep: Class 61 contains 1541 members 
Mstep: Class 62 contains 8386 members 
Mstep: Class 63 contains 5003 members 
Mstep: Class 64 contains 682 members 
Mstep: Class 65 contains 12874 members 
Mstep: Class 66 contains 3809 members 
Mstep: Class 67 contains 15679 members 
Mstep: Class 68 contains 14080 members 
Mstep: Class 69 contains 23347 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139308800.000000 Penalty: 244280.156250
Iteration 201Q: 71 clusters Score -1.393088e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7239 members 
Mstep: Class 3 contains 53738 members 
Mstep: Class 4 contains 213899 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2636 members 
Mstep: Class 7 contains 14712 members 
Mstep: Class 8 contains 15924 members 
Mstep: Class 9 contains 143199 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 37424 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 110134 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7926 members 
Mstep: Class 17 contains 128381 members 
Mstep: Class 18 contains 9905 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13317 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 13043 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 7995 members 
Mstep: Class 26 contains 8278 members 
Mstep: Class 27 contains 22241 members 
Mstep: Class 28 contains 45476 members 
Mstep: Class 29 contains 11980 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5846 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 3079 members 
Mstep: Class 38 contains 5174 members 
Mstep: Class 39 contains 13875 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6555 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6781 members 
Mstep: Class 45 contains 4723 members 
Mstep: Class 46 contains 41208 members 
Mstep: Class 47 contains 40340 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8429 members 
Mstep: Class 54 contains 9977 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14877 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8247 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21066 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8386 members 
Mstep: Class 63 contains 5004 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12874 members 
Mstep: Class 66 contains 3808 members 
Mstep: Class 67 contains 15671 members 
Mstep: Class 68 contains 14217 members 
Mstep: Class 69 contains 23565 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139308896.000000 Penalty: 244280.156250
Iteration 202Q: 71 clusters Score -1.393089e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7232 members 
Mstep: Class 3 contains 53660 members 
Mstep: Class 4 contains 213893 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 14711 members 
Mstep: Class 8 contains 15927 members 
Mstep: Class 9 contains 143197 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 37413 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 110015 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 128381 members 
Mstep: Class 18 contains 9905 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13328 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13060 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 8004 members 
Mstep: Class 26 contains 8278 members 
Mstep: Class 27 contains 22396 members 
Mstep: Class 28 contains 45474 members 
Mstep: Class 29 contains 11981 members 
Mstep: Class 30 contains 10977 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5846 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 3073 members 
Mstep: Class 38 contains 5175 members 
Mstep: Class 39 contains 13870 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6564 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6790 members 
Mstep: Class 45 contains 4724 members 
Mstep: Class 46 contains 41056 members 
Mstep: Class 47 contains 40275 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 227 members 
Mstep: Class 51 contains 251 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8370 members 
Mstep: Class 54 contains 9983 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 14892 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8247 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21032 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8388 members 
Mstep: Class 63 contains 5004 members 
Mstep: Class 64 contains 681 members 
Mstep: Class 65 contains 12869 members 
Mstep: Class 66 contains 3805 members 
Mstep: Class 67 contains 15677 members 
Mstep: Class 68 contains 14317 members 
Mstep: Class 69 contains 23743 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309136.000000 Penalty: 244280.156250
Iteration 203Q: 71 clusters Score -1.393091e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7220 members 
Mstep: Class 3 contains 53587 members 
Mstep: Class 4 contains 213879 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 14709 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 143197 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 37390 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 109898 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 7983 members 
Mstep: Class 17 contains 128380 members 
Mstep: Class 18 contains 9904 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13345 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13084 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 8014 members 
Mstep: Class 26 contains 8278 members 
Mstep: Class 27 contains 22571 members 
Mstep: Class 28 contains 45471 members 
Mstep: Class 29 contains 11980 members 
Mstep: Class 30 contains 10970 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 12251 members 
Mstep: Class 34 contains 5847 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1156 members 
Mstep: Class 37 contains 3072 members 
Mstep: Class 38 contains 5178 members 
Mstep: Class 39 contains 13874 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6573 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6799 members 
Mstep: Class 45 contains 4724 members 
Mstep: Class 46 contains 40925 members 
Mstep: Class 47 contains 40209 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 227 members 
Mstep: Class 51 contains 251 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8334 members 
Mstep: Class 54 contains 9992 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 14910 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8246 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 21012 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8389 members 
Mstep: Class 63 contains 5004 members 
Mstep: Class 64 contains 677 members 
Mstep: Class 65 contains 12865 members 
Mstep: Class 66 contains 3805 members 
Mstep: Class 67 contains 15704 members 
Mstep: Class 68 contains 14378 members 
Mstep: Class 69 contains 23870 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309200.000000 Penalty: 244280.156250
Iteration 204Q: 71 clusters Score -1.393092e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7205 members 
Mstep: Class 3 contains 53530 members 
Mstep: Class 4 contains 213864 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 14706 members 
Mstep: Class 8 contains 15922 members 
Mstep: Class 9 contains 143196 members 
Mstep: Class 10 contains 7406 members 
Mstep: Class 11 contains 37376 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 109780 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8008 members 
Mstep: Class 17 contains 128380 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13361 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13103 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 8026 members 
Mstep: Class 26 contains 8278 members 
Mstep: Class 27 contains 22760 members 
Mstep: Class 28 contains 45470 members 
Mstep: Class 29 contains 11982 members 
Mstep: Class 30 contains 10969 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 12250 members 
Mstep: Class 34 contains 5846 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3064 members 
Mstep: Class 38 contains 5177 members 
Mstep: Class 39 contains 13872 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6586 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6802 members 
Mstep: Class 45 contains 4724 members 
Mstep: Class 46 contains 40784 members 
Mstep: Class 47 contains 40184 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 250 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8312 members 
Mstep: Class 54 contains 10004 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 14920 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8244 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20990 members 
Mstep: Class 61 contains 1542 members 
Mstep: Class 62 contains 8391 members 
Mstep: Class 63 contains 5004 members 
Mstep: Class 64 contains 675 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3803 members 
Mstep: Class 67 contains 15715 members 
Mstep: Class 68 contains 14412 members 
Mstep: Class 69 contains 23974 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309376.000000 Penalty: 244280.156250
Iteration 205Q: 71 clusters Score -1.393094e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7193 members 
Mstep: Class 3 contains 53463 members 
Mstep: Class 4 contains 213869 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 15929 members 
Mstep: Class 9 contains 143195 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 37360 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 109652 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 128379 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13381 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13118 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 8039 members 
Mstep: Class 26 contains 8278 members 
Mstep: Class 27 contains 22939 members 
Mstep: Class 28 contains 45478 members 
Mstep: Class 29 contains 11984 members 
Mstep: Class 30 contains 10968 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12250 members 
Mstep: Class 34 contains 5848 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3066 members 
Mstep: Class 38 contains 5175 members 
Mstep: Class 39 contains 13871 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6596 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6805 members 
Mstep: Class 45 contains 4724 members 
Mstep: Class 46 contains 40651 members 
Mstep: Class 47 contains 40167 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 3200 members 
Mstep: Class 53 contains 8296 members 
Mstep: Class 54 contains 10013 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 14921 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8241 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20973 members 
Mstep: Class 61 contains 1541 members 
Mstep: Class 62 contains 8392 members 
Mstep: Class 63 contains 5004 members 
Mstep: Class 64 contains 672 members 
Mstep: Class 65 contains 12862 members 
Mstep: Class 66 contains 3806 members 
Mstep: Class 67 contains 15728 members 
Mstep: Class 68 contains 14425 members 
Mstep: Class 69 contains 24079 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309488.000000 Penalty: 244280.156250
Iteration 206Q: 71 clusters Score -1.393095e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 53398 members 
Mstep: Class 4 contains 213871 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 15933 members 
Mstep: Class 9 contains 143191 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 109548 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8042 members 
Mstep: Class 17 contains 128380 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13388 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13126 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 8054 members 
Mstep: Class 26 contains 8278 members 
Mstep: Class 27 contains 23097 members 
Mstep: Class 28 contains 45478 members 
Mstep: Class 29 contains 11986 members 
Mstep: Class 30 contains 10966 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3060 members 
Mstep: Class 38 contains 5179 members 
Mstep: Class 39 contains 13879 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6600 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6808 members 
Mstep: Class 45 contains 4725 members 
Mstep: Class 46 contains 40545 members 
Mstep: Class 47 contains 40157 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 3199 members 
Mstep: Class 53 contains 8272 members 
Mstep: Class 54 contains 10022 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 14924 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8239 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20957 members 
Mstep: Class 61 contains 1538 members 
Mstep: Class 62 contains 8393 members 
Mstep: Class 63 contains 5004 members 
Mstep: Class 64 contains 667 members 
Mstep: Class 65 contains 12859 members 
Mstep: Class 66 contains 3810 members 
Mstep: Class 67 contains 15736 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 24177 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309424.000000 Penalty: 244280.156250
Iteration 207Q: 71 clusters Score -1.393094e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 53331 members 
Mstep: Class 4 contains 213879 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 15938 members 
Mstep: Class 9 contains 143189 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37348 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 109444 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8060 members 
Mstep: Class 17 contains 128381 members 
Mstep: Class 18 contains 9906 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13397 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 8059 members 
Mstep: Class 26 contains 8278 members 
Mstep: Class 27 contains 23266 members 
Mstep: Class 28 contains 45475 members 
Mstep: Class 29 contains 11989 members 
Mstep: Class 30 contains 10960 members 
Mstep: Class 31 contains 9588 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3055 members 
Mstep: Class 38 contains 5179 members 
Mstep: Class 39 contains 13886 members 
Mstep: Class 40 contains 24763 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6604 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6810 members 
Mstep: Class 45 contains 4726 members 
Mstep: Class 46 contains 40434 members 
Mstep: Class 47 contains 40154 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3201 members 
Mstep: Class 53 contains 8251 members 
Mstep: Class 54 contains 10033 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 14927 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8238 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20939 members 
Mstep: Class 61 contains 1538 members 
Mstep: Class 62 contains 8392 members 
Mstep: Class 63 contains 5004 members 
Mstep: Class 64 contains 658 members 
Mstep: Class 65 contains 12857 members 
Mstep: Class 66 contains 3815 members 
Mstep: Class 67 contains 15738 members 
Mstep: Class 68 contains 14438 members 
Mstep: Class 69 contains 24275 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309424.000000 Penalty: 244280.156250
Iteration 208Q: 71 clusters Score -1.393094e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 53284 members 
Mstep: Class 4 contains 213875 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14704 members 
Mstep: Class 8 contains 15942 members 
Mstep: Class 9 contains 143188 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 37346 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 109346 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8077 members 
Mstep: Class 17 contains 128379 members 
Mstep: Class 18 contains 9910 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13402 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13137 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 8074 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 23442 members 
Mstep: Class 28 contains 45477 members 
Mstep: Class 29 contains 11990 members 
Mstep: Class 30 contains 10946 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5853 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3050 members 
Mstep: Class 38 contains 5176 members 
Mstep: Class 39 contains 13892 members 
Mstep: Class 40 contains 24760 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6608 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6808 members 
Mstep: Class 45 contains 4728 members 
Mstep: Class 46 contains 40340 members 
Mstep: Class 47 contains 40147 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8236 members 
Mstep: Class 54 contains 10037 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 14930 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8238 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20921 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8395 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 656 members 
Mstep: Class 65 contains 12850 members 
Mstep: Class 66 contains 3823 members 
Mstep: Class 67 contains 15735 members 
Mstep: Class 68 contains 14441 members 
Mstep: Class 69 contains 24350 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309328.000000 Penalty: 244280.156250
Iteration 209Q: 71 clusters Score -1.393093e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 53232 members 
Mstep: Class 4 contains 213880 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14702 members 
Mstep: Class 8 contains 15942 members 
Mstep: Class 9 contains 143187 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37340 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 109252 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 17 contains 128378 members 
Mstep: Class 18 contains 9912 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13410 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13142 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 8085 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 23592 members 
Mstep: Class 28 contains 45483 members 
Mstep: Class 29 contains 11992 members 
Mstep: Class 30 contains 10941 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5854 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3045 members 
Mstep: Class 38 contains 5172 members 
Mstep: Class 39 contains 13899 members 
Mstep: Class 40 contains 24758 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6611 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6809 members 
Mstep: Class 45 contains 4728 members 
Mstep: Class 46 contains 40251 members 
Mstep: Class 47 contains 40148 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8224 members 
Mstep: Class 54 contains 10040 members 
Mstep: Class 55 contains 1710 members 
Mstep: Class 56 contains 14934 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8237 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20907 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8395 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 655 members 
Mstep: Class 65 contains 12848 members 
Mstep: Class 66 contains 3829 members 
Mstep: Class 67 contains 15734 members 
Mstep: Class 68 contains 14444 members 
Mstep: Class 69 contains 24418 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309200.000000 Penalty: 244280.156250
Iteration 210Q: 71 clusters Score -1.393092e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 53190 members 
Mstep: Class 4 contains 213894 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14702 members 
Mstep: Class 8 contains 15946 members 
Mstep: Class 9 contains 143185 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 37332 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 109170 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 128377 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13419 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13149 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 8093 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 23708 members 
Mstep: Class 28 contains 45484 members 
Mstep: Class 29 contains 11993 members 
Mstep: Class 30 contains 10941 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 5171 members 
Mstep: Class 39 contains 13905 members 
Mstep: Class 40 contains 24756 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6614 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6809 members 
Mstep: Class 45 contains 4728 members 
Mstep: Class 46 contains 40166 members 
Mstep: Class 47 contains 40153 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8214 members 
Mstep: Class 54 contains 10039 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14937 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8236 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20895 members 
Mstep: Class 61 contains 1533 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 654 members 
Mstep: Class 65 contains 12851 members 
Mstep: Class 66 contains 3833 members 
Mstep: Class 67 contains 15731 members 
Mstep: Class 68 contains 14444 members 
Mstep: Class 69 contains 24477 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309104.000000 Penalty: 244280.156250
Iteration 211Q: 71 clusters Score -1.393091e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 53145 members 
Mstep: Class 4 contains 213902 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14700 members 
Mstep: Class 8 contains 15952 members 
Mstep: Class 9 contains 143184 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 37329 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 109109 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8118 members 
Mstep: Class 17 contains 128376 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13431 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13155 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8096 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 23814 members 
Mstep: Class 28 contains 45482 members 
Mstep: Class 29 contains 11994 members 
Mstep: Class 30 contains 10936 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3042 members 
Mstep: Class 38 contains 5171 members 
Mstep: Class 39 contains 13911 members 
Mstep: Class 40 contains 24756 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6618 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6810 members 
Mstep: Class 45 contains 4726 members 
Mstep: Class 46 contains 40087 members 
Mstep: Class 47 contains 40164 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8197 members 
Mstep: Class 54 contains 10042 members 
Mstep: Class 55 contains 1710 members 
Mstep: Class 56 contains 14939 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8235 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20881 members 
Mstep: Class 61 contains 1533 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 651 members 
Mstep: Class 65 contains 12852 members 
Mstep: Class 66 contains 3836 members 
Mstep: Class 67 contains 15730 members 
Mstep: Class 68 contains 14438 members 
Mstep: Class 69 contains 24537 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309008.000000 Penalty: 244280.156250
Iteration 212Q: 71 clusters Score -1.39309e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 53094 members 
Mstep: Class 4 contains 213904 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 15951 members 
Mstep: Class 9 contains 143183 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 37319 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 109051 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8139 members 
Mstep: Class 17 contains 128375 members 
Mstep: Class 18 contains 9916 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13440 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13158 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8100 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 23920 members 
Mstep: Class 28 contains 45480 members 
Mstep: Class 29 contains 11996 members 
Mstep: Class 30 contains 10932 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5857 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 5169 members 
Mstep: Class 39 contains 13918 members 
Mstep: Class 40 contains 24755 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6621 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6809 members 
Mstep: Class 45 contains 4726 members 
Mstep: Class 46 contains 40018 members 
Mstep: Class 47 contains 40169 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8184 members 
Mstep: Class 54 contains 10048 members 
Mstep: Class 55 contains 1709 members 
Mstep: Class 56 contains 14943 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8234 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20872 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 651 members 
Mstep: Class 65 contains 12850 members 
Mstep: Class 66 contains 3838 members 
Mstep: Class 67 contains 15732 members 
Mstep: Class 68 contains 14435 members 
Mstep: Class 69 contains 24591 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309008.000000 Penalty: 244280.156250
Iteration 213Q: 71 clusters Score -1.39309e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 53053 members 
Mstep: Class 4 contains 213911 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 15953 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 37313 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108993 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8159 members 
Mstep: Class 17 contains 128374 members 
Mstep: Class 18 contains 9919 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13449 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13157 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8104 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24003 members 
Mstep: Class 28 contains 45485 members 
Mstep: Class 29 contains 11997 members 
Mstep: Class 30 contains 10921 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5857 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 5174 members 
Mstep: Class 39 contains 13921 members 
Mstep: Class 40 contains 24755 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6625 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6808 members 
Mstep: Class 45 contains 4726 members 
Mstep: Class 46 contains 39955 members 
Mstep: Class 47 contains 40181 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8178 members 
Mstep: Class 54 contains 10050 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14947 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20868 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 651 members 
Mstep: Class 65 contains 12850 members 
Mstep: Class 66 contains 3838 members 
Mstep: Class 67 contains 15733 members 
Mstep: Class 68 contains 14428 members 
Mstep: Class 69 contains 24636 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309024.000000 Penalty: 244280.156250
Iteration 214Q: 71 clusters Score -1.39309e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 53015 members 
Mstep: Class 4 contains 213909 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 15952 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 37306 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108932 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8167 members 
Mstep: Class 17 contains 128370 members 
Mstep: Class 18 contains 9918 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13458 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13160 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8106 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24090 members 
Mstep: Class 28 contains 45485 members 
Mstep: Class 29 contains 11997 members 
Mstep: Class 30 contains 10915 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5858 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3042 members 
Mstep: Class 38 contains 5174 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24755 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6633 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6807 members 
Mstep: Class 45 contains 4725 members 
Mstep: Class 46 contains 39909 members 
Mstep: Class 47 contains 40188 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8169 members 
Mstep: Class 54 contains 10052 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14954 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20858 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 651 members 
Mstep: Class 65 contains 12853 members 
Mstep: Class 66 contains 3840 members 
Mstep: Class 67 contains 15732 members 
Mstep: Class 68 contains 14423 members 
Mstep: Class 69 contains 24684 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309088.000000 Penalty: 244280.156250
Iteration 215Q: 71 clusters Score -1.393091e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 52980 members 
Mstep: Class 4 contains 213916 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 15957 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 37296 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108879 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 128369 members 
Mstep: Class 18 contains 9921 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13469 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13161 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8108 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24165 members 
Mstep: Class 28 contains 45492 members 
Mstep: Class 29 contains 11997 members 
Mstep: Class 30 contains 10909 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5858 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3043 members 
Mstep: Class 38 contains 5175 members 
Mstep: Class 39 contains 13928 members 
Mstep: Class 40 contains 24754 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6635 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6808 members 
Mstep: Class 45 contains 4725 members 
Mstep: Class 46 contains 39848 members 
Mstep: Class 47 contains 40189 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8150 members 
Mstep: Class 54 contains 10058 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14962 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20850 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 649 members 
Mstep: Class 65 contains 12852 members 
Mstep: Class 66 contains 3841 members 
Mstep: Class 67 contains 15732 members 
Mstep: Class 68 contains 14420 members 
Mstep: Class 69 contains 24738 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309248.000000 Penalty: 244280.156250
Iteration 216Q: 71 clusters Score -1.393092e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 52947 members 
Mstep: Class 4 contains 213921 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 15962 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 37288 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108823 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8199 members 
Mstep: Class 17 contains 128368 members 
Mstep: Class 18 contains 9924 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13163 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8109 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24242 members 
Mstep: Class 28 contains 45496 members 
Mstep: Class 29 contains 11997 members 
Mstep: Class 30 contains 10902 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5859 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3043 members 
Mstep: Class 38 contains 5177 members 
Mstep: Class 39 contains 13928 members 
Mstep: Class 40 contains 24753 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6637 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6809 members 
Mstep: Class 45 contains 4726 members 
Mstep: Class 46 contains 39780 members 
Mstep: Class 47 contains 40197 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8141 members 
Mstep: Class 54 contains 10060 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14972 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20839 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 648 members 
Mstep: Class 65 contains 12851 members 
Mstep: Class 66 contains 3843 members 
Mstep: Class 67 contains 15729 members 
Mstep: Class 68 contains 14418 members 
Mstep: Class 69 contains 24791 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309248.000000 Penalty: 244280.156250
Iteration 217Q: 71 clusters Score -1.393092e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 52916 members 
Mstep: Class 4 contains 213926 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 15965 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37286 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108769 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8216 members 
Mstep: Class 17 contains 128364 members 
Mstep: Class 18 contains 9932 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13477 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13165 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8114 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24321 members 
Mstep: Class 28 contains 45495 members 
Mstep: Class 29 contains 11997 members 
Mstep: Class 30 contains 10894 members 
Mstep: Class 31 contains 9582 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5859 members 
Mstep: Class 35 contains 697 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 5177 members 
Mstep: Class 39 contains 13928 members 
Mstep: Class 40 contains 24750 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6641 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6810 members 
Mstep: Class 45 contains 4727 members 
Mstep: Class 46 contains 39701 members 
Mstep: Class 47 contains 40204 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8133 members 
Mstep: Class 54 contains 10066 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20833 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12850 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15730 members 
Mstep: Class 68 contains 14419 members 
Mstep: Class 69 contains 24835 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309104.000000 Penalty: 244280.156250
Iteration 218Q: 71 clusters Score -1.393091e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 52883 members 
Mstep: Class 4 contains 213926 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 15973 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37278 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108737 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8224 members 
Mstep: Class 17 contains 128361 members 
Mstep: Class 18 contains 9935 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13482 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13168 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8113 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24385 members 
Mstep: Class 28 contains 45496 members 
Mstep: Class 29 contains 11996 members 
Mstep: Class 30 contains 10885 members 
Mstep: Class 31 contains 9580 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5858 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5179 members 
Mstep: Class 39 contains 13928 members 
Mstep: Class 40 contains 24754 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6644 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6811 members 
Mstep: Class 45 contains 4727 members 
Mstep: Class 46 contains 39640 members 
Mstep: Class 47 contains 40205 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8118 members 
Mstep: Class 54 contains 10072 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 14983 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20831 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12853 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15732 members 
Mstep: Class 68 contains 14417 members 
Mstep: Class 69 contains 24888 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309184.000000 Penalty: 244280.156250
Iteration 219Q: 71 clusters Score -1.393092e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 52860 members 
Mstep: Class 4 contains 213926 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 15979 members 
Mstep: Class 9 contains 143182 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37275 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108715 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8232 members 
Mstep: Class 17 contains 128358 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13483 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13171 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8115 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24425 members 
Mstep: Class 28 contains 45497 members 
Mstep: Class 29 contains 11995 members 
Mstep: Class 30 contains 10881 members 
Mstep: Class 31 contains 9581 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5859 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 5182 members 
Mstep: Class 39 contains 13930 members 
Mstep: Class 40 contains 24756 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6646 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6812 members 
Mstep: Class 45 contains 4727 members 
Mstep: Class 46 contains 39570 members 
Mstep: Class 47 contains 40209 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8110 members 
Mstep: Class 54 contains 10079 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20829 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12857 members 
Mstep: Class 66 contains 3845 members 
Mstep: Class 67 contains 15737 members 
Mstep: Class 68 contains 14418 members 
Mstep: Class 69 contains 24930 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309040.000000 Penalty: 244280.156250
Iteration 220F: 71 clusters Score -1.39309e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 52840 members 
Mstep: Class 4 contains 213925 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 14699 members 
Mstep: Class 8 contains 15981 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37275 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108691 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8239 members 
Mstep: Class 17 contains 128355 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13481 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 13172 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8120 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24466 members 
Mstep: Class 28 contains 45495 members 
Mstep: Class 29 contains 11996 members 
Mstep: Class 30 contains 10874 members 
Mstep: Class 31 contains 9582 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5860 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5180 members 
Mstep: Class 39 contains 13929 members 
Mstep: Class 40 contains 24756 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6647 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4728 members 
Mstep: Class 46 contains 39530 members 
Mstep: Class 47 contains 40213 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8107 members 
Mstep: Class 54 contains 10088 members 
Mstep: Class 55 contains 1706 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20826 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12857 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15739 members 
Mstep: Class 68 contains 14419 members 
Mstep: Class 69 contains 24958 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309248.000000 Penalty: 244280.156250
Iteration 221Q: 71 clusters Score -1.393092e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 52808 members 
Mstep: Class 4 contains 213930 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14698 members 
Mstep: Class 8 contains 15984 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37277 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108673 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8258 members 
Mstep: Class 17 contains 128353 members 
Mstep: Class 18 contains 9935 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13482 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 22 contains 13177 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8124 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24495 members 
Mstep: Class 28 contains 45496 members 
Mstep: Class 29 contains 11997 members 
Mstep: Class 30 contains 10867 members 
Mstep: Class 31 contains 9582 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5861 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5179 members 
Mstep: Class 39 contains 13929 members 
Mstep: Class 40 contains 24755 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6653 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4729 members 
Mstep: Class 46 contains 39483 members 
Mstep: Class 47 contains 40218 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8100 members 
Mstep: Class 54 contains 10093 members 
Mstep: Class 55 contains 1706 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20823 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12858 members 
Mstep: Class 66 contains 3847 members 
Mstep: Class 67 contains 15738 members 
Mstep: Class 68 contains 14422 members 
Mstep: Class 69 contains 24992 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309200.000000 Penalty: 244280.156250
Iteration 222Q: 71 clusters Score -1.393092e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 52784 members 
Mstep: Class 4 contains 213934 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14697 members 
Mstep: Class 8 contains 15989 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37276 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108661 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8271 members 
Mstep: Class 17 contains 128347 members 
Mstep: Class 18 contains 9937 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13484 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 22 contains 13180 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8128 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 45498 members 
Mstep: Class 29 contains 11997 members 
Mstep: Class 30 contains 10862 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5863 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5180 members 
Mstep: Class 39 contains 13929 members 
Mstep: Class 40 contains 24756 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6657 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4728 members 
Mstep: Class 46 contains 39441 members 
Mstep: Class 47 contains 40219 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8091 members 
Mstep: Class 54 contains 10096 members 
Mstep: Class 55 contains 1706 members 
Mstep: Class 56 contains 14976 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20822 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12858 members 
Mstep: Class 66 contains 3847 members 
Mstep: Class 67 contains 15738 members 
Mstep: Class 68 contains 14424 members 
Mstep: Class 69 contains 25016 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309152.000000 Penalty: 244280.156250
Iteration 223Q: 71 clusters Score -1.393092e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 52769 members 
Mstep: Class 4 contains 213939 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14697 members 
Mstep: Class 8 contains 15990 members 
Mstep: Class 9 contains 143181 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37276 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108651 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8284 members 
Mstep: Class 17 contains 128339 members 
Mstep: Class 18 contains 9940 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13488 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 22 contains 13182 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24550 members 
Mstep: Class 28 contains 45500 members 
Mstep: Class 29 contains 11998 members 
Mstep: Class 30 contains 10856 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5865 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 5182 members 
Mstep: Class 39 contains 13926 members 
Mstep: Class 40 contains 24758 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6660 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4728 members 
Mstep: Class 46 contains 39393 members 
Mstep: Class 47 contains 40223 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8087 members 
Mstep: Class 54 contains 10100 members 
Mstep: Class 55 contains 1706 members 
Mstep: Class 56 contains 14970 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20821 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8395 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12860 members 
Mstep: Class 66 contains 3847 members 
Mstep: Class 67 contains 15737 members 
Mstep: Class 68 contains 14427 members 
Mstep: Class 69 contains 25039 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139308992.000000 Penalty: 244280.156250
Iteration 224Q: 71 clusters Score -1.39309e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 52746 members 
Mstep: Class 4 contains 213944 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 15990 members 
Mstep: Class 9 contains 143180 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37274 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108642 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8300 members 
Mstep: Class 17 contains 128335 members 
Mstep: Class 18 contains 9940 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13492 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 13187 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24562 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 11999 members 
Mstep: Class 30 contains 10854 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5867 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5183 members 
Mstep: Class 39 contains 13926 members 
Mstep: Class 40 contains 24761 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4728 members 
Mstep: Class 46 contains 39355 members 
Mstep: Class 47 contains 40221 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8083 members 
Mstep: Class 54 contains 10104 members 
Mstep: Class 55 contains 1706 members 
Mstep: Class 56 contains 14968 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20818 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12859 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15737 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25070 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309040.000000 Penalty: 244280.156250
Iteration 225Q: 71 clusters Score -1.39309e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 52723 members 
Mstep: Class 4 contains 213944 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 15991 members 
Mstep: Class 9 contains 143179 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37272 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108638 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 128334 members 
Mstep: Class 18 contains 9940 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 13188 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24570 members 
Mstep: Class 28 contains 45504 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10849 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5868 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5185 members 
Mstep: Class 39 contains 13926 members 
Mstep: Class 40 contains 24761 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4730 members 
Mstep: Class 46 contains 39333 members 
Mstep: Class 47 contains 40220 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8078 members 
Mstep: Class 54 contains 10106 members 
Mstep: Class 55 contains 1706 members 
Mstep: Class 56 contains 14969 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20814 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12859 members 
Mstep: Class 66 contains 3845 members 
Mstep: Class 67 contains 15737 members 
Mstep: Class 68 contains 14432 members 
Mstep: Class 69 contains 25100 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309152.000000 Penalty: 244280.156250
Iteration 226Q: 71 clusters Score -1.393092e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 52712 members 
Mstep: Class 4 contains 213943 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 15991 members 
Mstep: Class 9 contains 143178 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37268 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 108632 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8316 members 
Mstep: Class 17 contains 128333 members 
Mstep: Class 18 contains 9940 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13497 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 13187 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8137 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24578 members 
Mstep: Class 28 contains 45505 members 
Mstep: Class 29 contains 12004 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5184 members 
Mstep: Class 39 contains 13926 members 
Mstep: Class 40 contains 24761 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4731 members 
Mstep: Class 46 contains 39313 members 
Mstep: Class 47 contains 40221 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8073 members 
Mstep: Class 54 contains 10112 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 14970 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20809 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12858 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15740 members 
Mstep: Class 68 contains 14434 members 
Mstep: Class 69 contains 25122 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309040.000000 Penalty: 244280.156250
Iteration 227Q: 71 clusters Score -1.39309e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 52702 members 
Mstep: Class 4 contains 213949 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 15992 members 
Mstep: Class 9 contains 143178 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37265 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 108621 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8324 members 
Mstep: Class 17 contains 128334 members 
Mstep: Class 18 contains 9940 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13498 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 13185 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8137 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24592 members 
Mstep: Class 28 contains 45504 members 
Mstep: Class 29 contains 12004 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5186 members 
Mstep: Class 39 contains 13926 members 
Mstep: Class 40 contains 24761 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6663 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4731 members 
Mstep: Class 46 contains 39295 members 
Mstep: Class 47 contains 40218 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8072 members 
Mstep: Class 54 contains 10112 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 14970 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20807 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12860 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15743 members 
Mstep: Class 68 contains 14434 members 
Mstep: Class 69 contains 25134 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309104.000000 Penalty: 244280.156250
Iteration 228Q: 71 clusters Score -1.393091e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 52696 members 
Mstep: Class 4 contains 213949 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 15993 members 
Mstep: Class 9 contains 143178 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37260 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 108606 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 128332 members 
Mstep: Class 18 contains 9941 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13500 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 13185 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8139 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24610 members 
Mstep: Class 28 contains 45504 members 
Mstep: Class 29 contains 12004 members 
Mstep: Class 30 contains 10844 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5187 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24762 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6663 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4731 members 
Mstep: Class 46 contains 39281 members 
Mstep: Class 47 contains 40218 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8074 members 
Mstep: Class 54 contains 10112 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 14970 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20803 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12861 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15745 members 
Mstep: Class 68 contains 14433 members 
Mstep: Class 69 contains 25142 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139308976.000000 Penalty: 244280.156250
Iteration 229Q: 71 clusters Score -1.39309e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 52690 members 
Mstep: Class 4 contains 213948 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 15997 members 
Mstep: Class 9 contains 143178 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37253 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 108595 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 128332 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13503 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13186 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24622 members 
Mstep: Class 28 contains 45506 members 
Mstep: Class 29 contains 12004 members 
Mstep: Class 30 contains 10844 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5187 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24761 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6663 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4731 members 
Mstep: Class 46 contains 39265 members 
Mstep: Class 47 contains 40215 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8078 members 
Mstep: Class 54 contains 10112 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 14972 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20799 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12860 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15748 members 
Mstep: Class 68 contains 14433 members 
Mstep: Class 69 contains 25149 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309008.000000 Penalty: 244280.156250
Iteration 230Q: 71 clusters Score -1.39309e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 52681 members 
Mstep: Class 4 contains 213946 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 16000 members 
Mstep: Class 9 contains 143178 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37249 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 108585 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 17 contains 128330 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13507 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13187 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8146 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24635 members 
Mstep: Class 28 contains 45507 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10842 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 5187 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24763 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4731 members 
Mstep: Class 46 contains 39249 members 
Mstep: Class 47 contains 40213 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8079 members 
Mstep: Class 54 contains 10113 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 14976 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20796 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12861 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15750 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25158 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309104.000000 Penalty: 244280.156250
Iteration 231Q: 71 clusters Score -1.393091e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 52673 members 
Mstep: Class 4 contains 213945 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 16001 members 
Mstep: Class 9 contains 143178 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37246 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108577 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8350 members 
Mstep: Class 17 contains 128327 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13511 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13191 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24647 members 
Mstep: Class 28 contains 45505 members 
Mstep: Class 29 contains 12004 members 
Mstep: Class 30 contains 10842 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5189 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4731 members 
Mstep: Class 46 contains 39237 members 
Mstep: Class 47 contains 40211 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8079 members 
Mstep: Class 54 contains 10114 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 14977 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20794 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12862 members 
Mstep: Class 66 contains 3846 members 
Mstep: Class 67 contains 15754 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25165 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309232.000000 Penalty: 244280.156250
Iteration 232Q: 71 clusters Score -1.393092e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 52669 members 
Mstep: Class 4 contains 213942 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 16001 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37243 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108568 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8353 members 
Mstep: Class 17 contains 128325 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13515 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13193 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8150 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24658 members 
Mstep: Class 28 contains 45505 members 
Mstep: Class 29 contains 12003 members 
Mstep: Class 30 contains 10842 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5189 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4731 members 
Mstep: Class 46 contains 39229 members 
Mstep: Class 47 contains 40211 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8080 members 
Mstep: Class 54 contains 10117 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 14975 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20793 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3847 members 
Mstep: Class 67 contains 15753 members 
Mstep: Class 68 contains 14426 members 
Mstep: Class 69 contains 25171 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309168.000000 Penalty: 244280.156250
Iteration 233Q: 71 clusters Score -1.393092e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 52665 members 
Mstep: Class 4 contains 213942 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16000 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37239 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108561 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8353 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13518 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13196 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8150 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24665 members 
Mstep: Class 28 contains 45506 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10842 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5190 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4731 members 
Mstep: Class 46 contains 39219 members 
Mstep: Class 47 contains 40213 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8080 members 
Mstep: Class 54 contains 10118 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14974 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20793 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3848 members 
Mstep: Class 67 contains 15753 members 
Mstep: Class 68 contains 14426 members 
Mstep: Class 69 contains 25179 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309200.000000 Penalty: 244280.156250
Iteration 234Q: 71 clusters Score -1.393092e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 52664 members 
Mstep: Class 4 contains 213947 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16000 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37235 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108551 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13522 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13202 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24676 members 
Mstep: Class 28 contains 45506 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5190 members 
Mstep: Class 39 contains 13922 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4731 members 
Mstep: Class 46 contains 39202 members 
Mstep: Class 47 contains 40215 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8080 members 
Mstep: Class 54 contains 10118 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14975 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20793 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12865 members 
Mstep: Class 66 contains 3849 members 
Mstep: Class 67 contains 15753 members 
Mstep: Class 68 contains 14426 members 
Mstep: Class 69 contains 25183 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309136.000000 Penalty: 244280.156250
Iteration 235Q: 71 clusters Score -1.393091e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 52664 members 
Mstep: Class 4 contains 213945 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16000 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37232 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108545 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8359 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13526 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13206 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24684 members 
Mstep: Class 28 contains 45505 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5190 members 
Mstep: Class 39 contains 13922 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39194 members 
Mstep: Class 47 contains 40216 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8080 members 
Mstep: Class 54 contains 10119 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14974 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20793 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12865 members 
Mstep: Class 66 contains 3850 members 
Mstep: Class 67 contains 15753 members 
Mstep: Class 68 contains 14425 members 
Mstep: Class 69 contains 25184 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309120.000000 Penalty: 244280.156250
Iteration 236Q: 71 clusters Score -1.393091e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7140 members 
Mstep: Class 3 contains 52663 members 
Mstep: Class 4 contains 213946 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 15999 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37231 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108540 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8362 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13530 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13210 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24691 members 
Mstep: Class 28 contains 45504 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5190 members 
Mstep: Class 39 contains 13922 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6662 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39182 members 
Mstep: Class 47 contains 40216 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8080 members 
Mstep: Class 54 contains 10120 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14974 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20792 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3851 members 
Mstep: Class 67 contains 15753 members 
Mstep: Class 68 contains 14427 members 
Mstep: Class 69 contains 25186 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309008.000000 Penalty: 244280.156250
Iteration 237Q: 71 clusters Score -1.39309e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 3 contains 52660 members 
Mstep: Class 4 contains 213947 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 15998 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37229 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108536 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8364 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13534 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13212 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24695 members 
Mstep: Class 28 contains 45507 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5191 members 
Mstep: Class 39 contains 13922 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6663 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39169 members 
Mstep: Class 47 contains 40216 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8080 members 
Mstep: Class 54 contains 10123 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14975 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20789 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3852 members 
Mstep: Class 67 contains 15752 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25191 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309088.000000 Penalty: 244280.156250
Iteration 238Q: 71 clusters Score -1.393091e+08 nChanged 44
Entering ConstructFrom: 
Score: -139309088.000000 Penalty: 244280.156250
Entering ConstructFrom: 
Trying to split cluster 1 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -310139.843750 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -310139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -306906.750000 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -306906.8 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -307567.093750 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -307567.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -307727.375000 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -307727.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -307812.812500 Penalty: 3956.050537
	Iteration 3Q: 3 clusters Score -307812.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -307864.843750 Penalty: 3956.050537
	Iteration 4Q: 3 clusters Score -307864.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -307906.625000 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -307906.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -307940.406250 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -307940.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -307962.125000 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -307962.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -307971.093750 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -307971.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -307976.875000 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -307976.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -307981.843750 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -307981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -307984.656250 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -307984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -307989.437500 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -307989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -307993.375000 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -307993.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -307997.781250 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -307997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -308001.500000 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -308001.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -308004.125000 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -308004.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -308006.000000 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -308006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -308007.156250 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -308007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -308008.187500 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -308008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -308009.687500 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -308009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -308010.031250 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -308010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -308010.031250 Penalty: 3956.050537
	Iteration 22F: 3 clusters Score -308010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Entering Unmasked Estep 
Score: -795138.687500 Penalty: 2200.515869
	Iteration 0F: 2 clusters Score -795138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -789213.562500 Penalty: 4401.031738
	Iteration 0F: 3 clusters Score -789213.6 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -790876.687500 Penalty: 4401.031738
	Iteration 1F: 3 clusters Score -790876.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -791236.062500 Penalty: 4401.031738
	Iteration 2F: 3 clusters Score -791236.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -791598.875000 Penalty: 4401.031738
	Iteration 3F: 3 clusters Score -791598.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -792010.625000 Penalty: 4401.031738
	Iteration 4F: 3 clusters Score -792010.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -792490.062500 Penalty: 4401.031738
	Iteration 5F: 3 clusters Score -792490.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -792973.562500 Penalty: 4401.031738
	Iteration 6F: 3 clusters Score -792973.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -793367.250000 Penalty: 4401.031738
	Iteration 7F: 3 clusters Score -793367.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -793676.687500 Penalty: 4401.031738
	Iteration 8Q: 3 clusters Score -793676.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -793875.687500 Penalty: 4401.031738
	Iteration 9Q: 3 clusters Score -793875.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -794016.312500 Penalty: 4401.031738
	Iteration 10Q: 3 clusters Score -794016.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -794156.625000 Penalty: 4401.031738
	Iteration 11Q: 3 clusters Score -794156.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -794290.250000 Penalty: 4401.031738
	Iteration 12Q: 3 clusters Score -794290.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -794440.375000 Penalty: 4401.031738
	Iteration 13Q: 3 clusters Score -794440.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -794593.250000 Penalty: 4401.031738
	Iteration 14Q: 3 clusters Score -794593.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -794701.500000 Penalty: 4401.031738
	Iteration 15Q: 3 clusters Score -794701.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -794773.562500 Penalty: 4401.031738
	Iteration 16Q: 3 clusters Score -794773.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -794813.687500 Penalty: 4401.031738
	Iteration 17Q: 3 clusters Score -794813.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -794839.625000 Penalty: 4401.031738
	Iteration 18Q: 3 clusters Score -794839.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -794848.750000 Penalty: 4401.031738
	Iteration 19Q: 3 clusters Score -794848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -794852.687500 Penalty: 4401.031738
	Iteration 20F: 3 clusters Score -794852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -794856.375000 Penalty: 4401.031738
	Iteration 21Q: 3 clusters Score -794856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -794856.312500 Penalty: 4401.031738
	Iteration 22Q: 3 clusters Score -794856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -794857.500000 Penalty: 4401.031738
	Iteration 23Q: 3 clusters Score -794857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -794858.000000 Penalty: 4401.031738
	Iteration 24Q: 3 clusters Score -794858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -794859.312500 Penalty: 4401.031738
	Iteration 25Q: 3 clusters Score -794859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -794860.125000 Penalty: 4401.031738
	Iteration 26Q: 3 clusters Score -794860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -794859.187500 Penalty: 4401.031738
	Iteration 27Q: 3 clusters Score -794859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -794859.187500 Penalty: 4401.031738
	Iteration 28F: 3 clusters Score -794859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Entering Unmasked Estep 
Score: -5999806.000000 Penalty: 2696.150146
	Iteration 0F: 2 clusters Score -5999806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -5964273.000000 Penalty: 5392.300293
	Iteration 0F: 3 clusters Score -5964273 nChanged 24431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -5977460.000000 Penalty: 5392.300293
	Iteration 1F: 3 clusters Score -5977460 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -5978005.500000 Penalty: 5392.300293
	Iteration 2Q: 3 clusters Score -5978006 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -5978615.000000 Penalty: 5392.300293
	Iteration 3Q: 3 clusters Score -5978615 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5979203.000000 Penalty: 5392.300293
	Iteration 4Q: 3 clusters Score -5979203 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -5980034.500000 Penalty: 5392.300293
	Iteration 5Q: 3 clusters Score -5980034 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -5981063.500000 Penalty: 5392.300293
	Iteration 6Q: 3 clusters Score -5981064 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -5982453.000000 Penalty: 5392.300293
	Iteration 7Q: 3 clusters Score -5982453 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -5984447.000000 Penalty: 5392.300293
	Iteration 8F: 3 clusters Score -5984447 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -5986915.000000 Penalty: 5392.300293
	Iteration 9F: 3 clusters Score -5986915 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5989689.500000 Penalty: 5392.300293
	Iteration 10F: 3 clusters Score -5989690 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -5992275.000000 Penalty: 5392.300293
	Iteration 11F: 3 clusters Score -5992275 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -5994309.000000 Penalty: 5392.300293
	Iteration 12Q: 3 clusters Score -5994309 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -5995735.000000 Penalty: 5392.300293
	Iteration 13Q: 3 clusters Score -5995735 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -5996556.500000 Penalty: 5392.300293
	Iteration 14Q: 3 clusters Score -5996556 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -5997005.000000 Penalty: 5392.300293
	Iteration 15Q: 3 clusters Score -5997005 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -5997224.500000 Penalty: 5392.300293
	Iteration 16Q: 3 clusters Score -5997224 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -5997352.000000 Penalty: 5392.300293
	Iteration 17Q: 3 clusters Score -5997352 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -5997435.500000 Penalty: 5392.300293
	Iteration 18Q: 3 clusters Score -5997436 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -5997508.000000 Penalty: 5392.300293
	Iteration 19Q: 3 clusters Score -5997508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -5997553.000000 Penalty: 5392.300293
	Iteration 20F: 3 clusters Score -5997553 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -5997580.000000 Penalty: 5392.300293
	Iteration 21Q: 3 clusters Score -5997580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -5997597.500000 Penalty: 5392.300293
	Iteration 22Q: 3 clusters Score -5997598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -5997609.000000 Penalty: 5392.300293
	Iteration 23Q: 3 clusters Score -5997609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -5997615.500000 Penalty: 5392.300293
	Iteration 24Q: 3 clusters Score -5997616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -5997629.000000 Penalty: 5392.300293
	Iteration 25Q: 3 clusters Score -5997629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -5997635.500000 Penalty: 5392.300293
	Iteration 26Q: 3 clusters Score -5997636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -5997642.000000 Penalty: 5392.300293
	Iteration 27Q: 3 clusters Score -5997642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -5997636.000000 Penalty: 5392.300293
	Iteration 28Q: 3 clusters Score -5997636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -5997640.500000 Penalty: 5392.300293
	Iteration 29Q: 3 clusters Score -5997640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -5997648.000000 Penalty: 5392.300293
	Iteration 30Q: 3 clusters Score -5997648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -5997653.500000 Penalty: 5392.300293
	Iteration 31Q: 3 clusters Score -5997654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -5997650.500000 Penalty: 5392.300293
	Iteration 32Q: 3 clusters Score -5997650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -5997647.500000 Penalty: 5392.300293
	Iteration 33Q: 3 clusters Score -5997648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -5997647.500000 Penalty: 5392.300293
	Iteration 34Q: 3 clusters Score -5997648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -5997648.500000 Penalty: 5392.300293
	Iteration 35Q: 3 clusters Score -5997648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -5997648.500000 Penalty: 5392.300293
	Iteration 36F: 3 clusters Score -5997648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213951 members 
Entering Unmasked Estep 
Score: -24562230.000000 Penalty: 3043.828613
	Iteration 0F: 2 clusters Score -2.456223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 106702 members 
Entering Unmasked Estep 
Score: -24439044.000000 Penalty: 6087.657227
	Iteration 0F: 3 clusters Score -2.443904e+07 nChanged 103193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112458 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -24500130.000000 Penalty: 6087.657227
	Iteration 1F: 3 clusters Score -2.450013e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116576 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -24501832.000000 Penalty: 6087.657227
	Iteration 2Q: 3 clusters Score -2.450183e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123235 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -24505008.000000 Penalty: 6087.657227
	Iteration 3Q: 3 clusters Score -2.450501e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133243 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -24510944.000000 Penalty: 6087.657227
	Iteration 4F: 3 clusters Score -2.451094e+07 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147025 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -24521044.000000 Penalty: 6087.657227
	Iteration 5F: 3 clusters Score -2.452104e+07 nChanged 17554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163499 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -24532632.000000 Penalty: 6087.657227
	Iteration 6F: 3 clusters Score -2.453263e+07 nChanged 16824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179699 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -24540634.000000 Penalty: 6087.657227
	Iteration 7F: 3 clusters Score -2.454063e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192886 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -24546472.000000 Penalty: 6087.657227
	Iteration 8F: 3 clusters Score -2.454647e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202328 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -24551348.000000 Penalty: 6087.657227
	Iteration 9Q: 3 clusters Score -2.455135e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208221 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -24555210.000000 Penalty: 6087.657227
	Iteration 10Q: 3 clusters Score -2.455521e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211236 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -24557454.000000 Penalty: 6087.657227
	Iteration 11Q: 3 clusters Score -2.455745e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212546 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -24558648.000000 Penalty: 6087.657227
	Iteration 12Q: 3 clusters Score -2.455865e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213044 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -24559110.000000 Penalty: 6087.657227
	Iteration 13Q: 3 clusters Score -2.455911e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213221 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -24559310.000000 Penalty: 6087.657227
	Iteration 14Q: 3 clusters Score -2.455931e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213315 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -24559444.000000 Penalty: 6087.657227
	Iteration 15Q: 3 clusters Score -2.455944e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213377 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -24559586.000000 Penalty: 6087.657227
	Iteration 16Q: 3 clusters Score -2.455959e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213409 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -24559624.000000 Penalty: 6087.657227
	Iteration 17Q: 3 clusters Score -2.455962e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213432 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -24559666.000000 Penalty: 6087.657227
	Iteration 18Q: 3 clusters Score -2.455967e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213446 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -24559694.000000 Penalty: 6087.657227
	Iteration 19Q: 3 clusters Score -2.455969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213455 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -24559692.000000 Penalty: 6087.657227
	Iteration 20F: 3 clusters Score -2.455969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213459 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -24559706.000000 Penalty: 6087.657227
	Iteration 21Q: 3 clusters Score -2.455971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213458 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -24559736.000000 Penalty: 6087.657227
	Iteration 22Q: 3 clusters Score -2.455974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213466 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -24559726.000000 Penalty: 6087.657227
	Iteration 23Q: 3 clusters Score -2.455973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213470 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -24559726.000000 Penalty: 6087.657227
	Iteration 24Q: 3 clusters Score -2.455973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213473 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -24559736.000000 Penalty: 6087.657227
	Iteration 25Q: 3 clusters Score -2.455974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213475 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -24559758.000000 Penalty: 6087.657227
	Iteration 26Q: 3 clusters Score -2.455976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213478 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -24559766.000000 Penalty: 6087.657227
	Iteration 27Q: 3 clusters Score -2.455977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213478 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -24559766.000000 Penalty: 6087.657227
	Iteration 28Q: 3 clusters Score -2.455977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213478 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -24559766.000000 Penalty: 6087.657227
	Iteration 29F: 3 clusters Score -2.455977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -884633.000000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -884633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -878138.437500 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -878138.4 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -879842.125000 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -879842.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -880134.000000 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -880134 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -880364.500000 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -880364.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -880558.750000 Penalty: 4465.034668
	Iteration 4Q: 3 clusters Score -880558.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -880745.375000 Penalty: 4465.034668
	Iteration 5Q: 3 clusters Score -880745.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -880952.000000 Penalty: 4465.034668
	Iteration 6Q: 3 clusters Score -880952 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -881203.437500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -881203.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -881512.750000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -881512.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -881840.812500 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -881840.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -882208.500000 Penalty: 4465.034668
	Iteration 10F: 3 clusters Score -882208.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -882539.187500 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -882539.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -882869.812500 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -882869.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -883255.875000 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -883255.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -883611.500000 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -883611.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -883853.375000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -883853.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -883957.937500 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -883957.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -884000.562500 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -884000.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -884022.875000 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -884022.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -884039.687500 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -884039.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -884051.750000 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -884051.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -884060.937500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -884060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -884061.187500 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -884061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -884063.812500 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -884063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -884067.062500 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -884067.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -884066.187500 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -884066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -884068.750000 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -884068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -884068.750000 Penalty: 4465.034668
	Iteration 27F: 3 clusters Score -884068.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -257512.640625 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -257512.6 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 1281 members 
Entering Unmasked Estep 
Score: -254529.062500 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -254529.1 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -255268.296875 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -255268.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -255518.125000 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -255518.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -255722.968750 Penalty: 3905.870605
	Iteration 3F: 3 clusters Score -255723 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -255909.718750 Penalty: 3905.870605
	Iteration 4F: 3 clusters Score -255909.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -256118.000000 Penalty: 3905.870605
	Iteration 5Q: 3 clusters Score -256118 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -256341.359375 Penalty: 3905.870605
	Iteration 6Q: 3 clusters Score -256341.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -256482.156250 Penalty: 3905.870605
	Iteration 7Q: 3 clusters Score -256482.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -256563.500000 Penalty: 3905.870605
	Iteration 8Q: 3 clusters Score -256563.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -256639.437500 Penalty: 3905.870605
	Iteration 9Q: 3 clusters Score -256639.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -256683.750000 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -256683.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -256729.625000 Penalty: 3905.870605
	Iteration 11Q: 3 clusters Score -256729.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -256766.093750 Penalty: 3905.870605
	Iteration 12Q: 3 clusters Score -256766.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -256787.671875 Penalty: 3905.870605
	Iteration 13Q: 3 clusters Score -256787.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -256804.281250 Penalty: 3905.870605
	Iteration 14Q: 3 clusters Score -256804.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -256814.875000 Penalty: 3905.870605
	Iteration 15Q: 3 clusters Score -256814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -256820.593750 Penalty: 3905.870605
	Iteration 16Q: 3 clusters Score -256820.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -256826.109375 Penalty: 3905.870605
	Iteration 17Q: 3 clusters Score -256826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -256829.125000 Penalty: 3905.870605
	Iteration 18Q: 3 clusters Score -256829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -256830.343750 Penalty: 3905.870605
	Iteration 19Q: 3 clusters Score -256830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -256831.765625 Penalty: 3905.870605
	Iteration 20F: 3 clusters Score -256831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -256832.265625 Penalty: 3905.870605
	Iteration 21Q: 3 clusters Score -256832.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -256833.375000 Penalty: 3905.870605
	Iteration 22Q: 3 clusters Score -256833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -256835.906250 Penalty: 3905.870605
	Iteration 23Q: 3 clusters Score -256835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -256837.734375 Penalty: 3905.870605
	Iteration 24Q: 3 clusters Score -256837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -256838.984375 Penalty: 3905.870605
	Iteration 25Q: 3 clusters Score -256839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -256839.500000 Penalty: 3905.870605
	Iteration 26Q: 3 clusters Score -256839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -256840.359375 Penalty: 3905.870605
	Iteration 27Q: 3 clusters Score -256840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -256840.781250 Penalty: 3905.870605
	Iteration 28Q: 3 clusters Score -256840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -256840.781250 Penalty: 3905.870605
	Iteration 29F: 3 clusters Score -256840.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Entering Unmasked Estep 
Score: -1523259.000000 Penalty: 2379.641846
	Iteration 0F: 2 clusters Score -1523259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1512582.625000 Penalty: 4759.283691
	Iteration 0F: 3 clusters Score -1512583 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1516098.875000 Penalty: 4759.283691
	Iteration 1F: 3 clusters Score -1516099 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1516586.875000 Penalty: 4759.283691
	Iteration 2F: 3 clusters Score -1516587 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1517097.375000 Penalty: 4759.283691
	Iteration 3F: 3 clusters Score -1517097 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1517699.750000 Penalty: 4759.283691
	Iteration 4F: 3 clusters Score -1517700 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1518443.375000 Penalty: 4759.283691
	Iteration 5F: 3 clusters Score -1518443 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1519266.375000 Penalty: 4759.283691
	Iteration 6F: 3 clusters Score -1519266 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1520125.250000 Penalty: 4759.283691
	Iteration 7F: 3 clusters Score -1520125 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1520890.250000 Penalty: 4759.283691
	Iteration 8F: 3 clusters Score -1520890 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1521341.125000 Penalty: 4759.283691
	Iteration 9Q: 3 clusters Score -1521341 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1521620.625000 Penalty: 4759.283691
	Iteration 10Q: 3 clusters Score -1521621 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1521771.875000 Penalty: 4759.283691
	Iteration 11Q: 3 clusters Score -1521772 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1521875.375000 Penalty: 4759.283691
	Iteration 12Q: 3 clusters Score -1521875 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1521949.625000 Penalty: 4759.283691
	Iteration 13Q: 3 clusters Score -1521950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1522005.000000 Penalty: 4759.283691
	Iteration 14Q: 3 clusters Score -1522005 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1522055.500000 Penalty: 4759.283691
	Iteration 15Q: 3 clusters Score -1522056 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1522117.000000 Penalty: 4759.283691
	Iteration 16Q: 3 clusters Score -1522117 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1522197.250000 Penalty: 4759.283691
	Iteration 17Q: 3 clusters Score -1522197 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1522297.500000 Penalty: 4759.283691
	Iteration 18Q: 3 clusters Score -1522298 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1522371.750000 Penalty: 4759.283691
	Iteration 19Q: 3 clusters Score -1522372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1522417.375000 Penalty: 4759.283691
	Iteration 20F: 3 clusters Score -1522417 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1522443.250000 Penalty: 4759.283691
	Iteration 21Q: 3 clusters Score -1522443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1522455.625000 Penalty: 4759.283691
	Iteration 22Q: 3 clusters Score -1522456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1522459.000000 Penalty: 4759.283691
	Iteration 23Q: 3 clusters Score -1522459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1522465.875000 Penalty: 4759.283691
	Iteration 24Q: 3 clusters Score -1522466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1522472.250000 Penalty: 4759.283691
	Iteration 25Q: 3 clusters Score -1522472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1522473.875000 Penalty: 4759.283691
	Iteration 26Q: 3 clusters Score -1522474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1522480.250000 Penalty: 4759.283691
	Iteration 27Q: 3 clusters Score -1522480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1522481.875000 Penalty: 4759.283691
	Iteration 28Q: 3 clusters Score -1522482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1522480.875000 Penalty: 4759.283691
	Iteration 29Q: 3 clusters Score -1522481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1522478.875000 Penalty: 4759.283691
	Iteration 30Q: 3 clusters Score -1522479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1522483.125000 Penalty: 4759.283691
	Iteration 31Q: 3 clusters Score -1522483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1522482.000000 Penalty: 4759.283691
	Iteration 32Q: 3 clusters Score -1522482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1522484.500000 Penalty: 4759.283691
	Iteration 33Q: 3 clusters Score -1522484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1522483.000000 Penalty: 4759.283691
	Iteration 34Q: 3 clusters Score -1522483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1522484.125000 Penalty: 4759.283691
	Iteration 35Q: 3 clusters Score -1522484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1522485.250000 Penalty: 4759.283691
	Iteration 36Q: 3 clusters Score -1522485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1522486.000000 Penalty: 4759.283691
	Iteration 37Q: 3 clusters Score -1522486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1522484.000000 Penalty: 4759.283691
	Iteration 38Q: 3 clusters Score -1522484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1522484.000000 Penalty: 4759.283691
	Iteration 39F: 3 clusters Score -1522484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Entering Unmasked Estep 
Score: -1622592.875000 Penalty: 2400.694336
	Iteration 0F: 2 clusters Score -1622593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1611023.000000 Penalty: 4801.388672
	Iteration 0F: 3 clusters Score -1611023 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1615285.625000 Penalty: 4801.388672
	Iteration 1F: 3 clusters Score -1615286 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1616228.250000 Penalty: 4801.388672
	Iteration 2F: 3 clusters Score -1616228 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1617238.250000 Penalty: 4801.388672
	Iteration 3F: 3 clusters Score -1617238 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1618224.000000 Penalty: 4801.388672
	Iteration 4F: 3 clusters Score -1618224 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1619052.250000 Penalty: 4801.388672
	Iteration 5F: 3 clusters Score -1619052 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1619586.875000 Penalty: 4801.388672
	Iteration 6F: 3 clusters Score -1619587 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1619968.375000 Penalty: 4801.388672
	Iteration 7Q: 3 clusters Score -1619968 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1620197.875000 Penalty: 4801.388672
	Iteration 8Q: 3 clusters Score -1620198 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1620348.375000 Penalty: 4801.388672
	Iteration 9Q: 3 clusters Score -1620348 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1620461.250000 Penalty: 4801.388672
	Iteration 10Q: 3 clusters Score -1620461 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1620549.375000 Penalty: 4801.388672
	Iteration 11Q: 3 clusters Score -1620549 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1620590.125000 Penalty: 4801.388672
	Iteration 12Q: 3 clusters Score -1620590 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1620632.125000 Penalty: 4801.388672
	Iteration 13Q: 3 clusters Score -1620632 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1620664.375000 Penalty: 4801.388672
	Iteration 14Q: 3 clusters Score -1620664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1620696.000000 Penalty: 4801.388672
	Iteration 15Q: 3 clusters Score -1620696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1620708.375000 Penalty: 4801.388672
	Iteration 16Q: 3 clusters Score -1620708 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1620731.125000 Penalty: 4801.388672
	Iteration 17Q: 3 clusters Score -1620731 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1620752.000000 Penalty: 4801.388672
	Iteration 18Q: 3 clusters Score -1620752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1620762.750000 Penalty: 4801.388672
	Iteration 19Q: 3 clusters Score -1620763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1620773.875000 Penalty: 4801.388672
	Iteration 20F: 3 clusters Score -1620774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1620784.250000 Penalty: 4801.388672
	Iteration 21Q: 3 clusters Score -1620784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1620794.000000 Penalty: 4801.388672
	Iteration 22Q: 3 clusters Score -1620794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1620808.000000 Penalty: 4801.388672
	Iteration 23Q: 3 clusters Score -1620808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1620816.000000 Penalty: 4801.388672
	Iteration 24Q: 3 clusters Score -1620816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1620822.625000 Penalty: 4801.388672
	Iteration 25Q: 3 clusters Score -1620823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1620838.000000 Penalty: 4801.388672
	Iteration 26Q: 3 clusters Score -1620838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1620845.000000 Penalty: 4801.388672
	Iteration 27Q: 3 clusters Score -1620845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1620850.875000 Penalty: 4801.388672
	Iteration 28Q: 3 clusters Score -1620851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1620862.250000 Penalty: 4801.388672
	Iteration 29Q: 3 clusters Score -1620862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1620862.125000 Penalty: 4801.388672
	Iteration 30Q: 3 clusters Score -1620862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1620868.250000 Penalty: 4801.388672
	Iteration 31Q: 3 clusters Score -1620868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1620873.250000 Penalty: 4801.388672
	Iteration 32Q: 3 clusters Score -1620873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1620880.250000 Penalty: 4801.388672
	Iteration 33Q: 3 clusters Score -1620880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1620882.500000 Penalty: 4801.388672
	Iteration 34Q: 3 clusters Score -1620882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1620882.250000 Penalty: 4801.388672
	Iteration 35Q: 3 clusters Score -1620882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1620895.250000 Penalty: 4801.388672
	Iteration 36Q: 3 clusters Score -1620895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1620901.250000 Penalty: 4801.388672
	Iteration 37Q: 3 clusters Score -1620901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1620912.250000 Penalty: 4801.388672
	Iteration 38Q: 3 clusters Score -1620912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1620909.875000 Penalty: 4801.388672
	Iteration 39Q: 3 clusters Score -1620910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1620915.250000 Penalty: 4801.388672
	Iteration 40F: 3 clusters Score -1620915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1620916.250000 Penalty: 4801.388672
	Iteration 41Q: 3 clusters Score -1620916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1620915.500000 Penalty: 4801.388672
	Iteration 42Q: 3 clusters Score -1620916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1620922.875000 Penalty: 4801.388672
	Iteration 43Q: 3 clusters Score -1620923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1620926.875000 Penalty: 4801.388672
	Iteration 44Q: 3 clusters Score -1620927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1620934.750000 Penalty: 4801.388672
	Iteration 45Q: 3 clusters Score -1620935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1620937.375000 Penalty: 4801.388672
	Iteration 46Q: 3 clusters Score -1620937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1620943.875000 Penalty: 4801.388672
	Iteration 47Q: 3 clusters Score -1620944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1620948.500000 Penalty: 4801.388672
	Iteration 48Q: 3 clusters Score -1620948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1620954.875000 Penalty: 4801.388672
	Iteration 49Q: 3 clusters Score -1620955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1620963.000000 Penalty: 4801.388672
	Iteration 50Q: 3 clusters Score -1620963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1620971.375000 Penalty: 4801.388672
	Iteration 51Q: 3 clusters Score -1620971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1620982.250000 Penalty: 4801.388672
	Iteration 52Q: 3 clusters Score -1620982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1620989.750000 Penalty: 4801.388672
	Iteration 53Q: 3 clusters Score -1620990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1621002.000000 Penalty: 4801.388672
	Iteration 54Q: 3 clusters Score -1621002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1621021.125000 Penalty: 4801.388672
	Iteration 55Q: 3 clusters Score -1621021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1621033.500000 Penalty: 4801.388672
	Iteration 56Q: 3 clusters Score -1621034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1621045.750000 Penalty: 4801.388672
	Iteration 57Q: 3 clusters Score -1621046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1621048.750000 Penalty: 4801.388672
	Iteration 58Q: 3 clusters Score -1621049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1621061.750000 Penalty: 4801.388672
	Iteration 59Q: 3 clusters Score -1621062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1621063.625000 Penalty: 4801.388672
	Iteration 60F: 3 clusters Score -1621064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1621067.750000 Penalty: 4801.388672
	Iteration 61Q: 3 clusters Score -1621068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1621072.250000 Penalty: 4801.388672
	Iteration 62Q: 3 clusters Score -1621072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1621079.500000 Penalty: 4801.388672
	Iteration 63Q: 3 clusters Score -1621080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1621076.250000 Penalty: 4801.388672
	Iteration 64Q: 3 clusters Score -1621076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1621080.500000 Penalty: 4801.388672
	Iteration 65Q: 3 clusters Score -1621080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1621088.000000 Penalty: 4801.388672
	Iteration 66Q: 3 clusters Score -1621088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1621094.000000 Penalty: 4801.388672
	Iteration 67Q: 3 clusters Score -1621094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1621094.750000 Penalty: 4801.388672
	Iteration 68Q: 3 clusters Score -1621095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1621101.250000 Penalty: 4801.388672
	Iteration 69Q: 3 clusters Score -1621101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1621104.500000 Penalty: 4801.388672
	Iteration 70Q: 3 clusters Score -1621104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1621109.875000 Penalty: 4801.388672
	Iteration 71Q: 3 clusters Score -1621110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1621109.125000 Penalty: 4801.388672
	Iteration 72Q: 3 clusters Score -1621109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1621117.750000 Penalty: 4801.388672
	Iteration 73Q: 3 clusters Score -1621118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1621122.250000 Penalty: 4801.388672
	Iteration 74Q: 3 clusters Score -1621122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1621128.000000 Penalty: 4801.388672
	Iteration 75Q: 3 clusters Score -1621128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1621128.750000 Penalty: 4801.388672
	Iteration 76Q: 3 clusters Score -1621129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1621128.125000 Penalty: 4801.388672
	Iteration 77Q: 3 clusters Score -1621128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1621130.000000 Penalty: 4801.388672
	Iteration 78Q: 3 clusters Score -1621130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1621129.875000 Penalty: 4801.388672
	Iteration 79Q: 3 clusters Score -1621130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1621130.125000 Penalty: 4801.388672
	Iteration 80F: 3 clusters Score -1621130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1621133.500000 Penalty: 4801.388672
	Iteration 81Q: 3 clusters Score -1621134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1621136.875000 Penalty: 4801.388672
	Iteration 82Q: 3 clusters Score -1621137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1621142.625000 Penalty: 4801.388672
	Iteration 83Q: 3 clusters Score -1621143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1621141.875000 Penalty: 4801.388672
	Iteration 84Q: 3 clusters Score -1621142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1621144.500000 Penalty: 4801.388672
	Iteration 85Q: 3 clusters Score -1621144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1621152.250000 Penalty: 4801.388672
	Iteration 86Q: 3 clusters Score -1621152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1621157.875000 Penalty: 4801.388672
	Iteration 87Q: 3 clusters Score -1621158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1621176.375000 Penalty: 4801.388672
	Iteration 88Q: 3 clusters Score -1621176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1621183.875000 Penalty: 4801.388672
	Iteration 89Q: 3 clusters Score -1621184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1621195.625000 Penalty: 4801.388672
	Iteration 90Q: 3 clusters Score -1621196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1621198.875000 Penalty: 4801.388672
	Iteration 91Q: 3 clusters Score -1621199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1621210.875000 Penalty: 4801.388672
	Iteration 92Q: 3 clusters Score -1621211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1621217.000000 Penalty: 4801.388672
	Iteration 93Q: 3 clusters Score -1621217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1621220.875000 Penalty: 4801.388672
	Iteration 94Q: 3 clusters Score -1621221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1621224.500000 Penalty: 4801.388672
	Iteration 95Q: 3 clusters Score -1621224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1621230.875000 Penalty: 4801.388672
	Iteration 96Q: 3 clusters Score -1621231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1621236.875000 Penalty: 4801.388672
	Iteration 97Q: 3 clusters Score -1621237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1621241.750000 Penalty: 4801.388672
	Iteration 98Q: 3 clusters Score -1621242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1621252.000000 Penalty: 4801.388672
	Iteration 99Q: 3 clusters Score -1621252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1621256.750000 Penalty: 4801.388672
	Iteration 100F: 3 clusters Score -1621257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1621263.375000 Penalty: 4801.388672
	Iteration 101Q: 3 clusters Score -1621263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1621273.375000 Penalty: 4801.388672
	Iteration 102Q: 3 clusters Score -1621273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1621279.500000 Penalty: 4801.388672
	Iteration 103Q: 3 clusters Score -1621280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1621287.125000 Penalty: 4801.388672
	Iteration 104Q: 3 clusters Score -1621287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1621294.375000 Penalty: 4801.388672
	Iteration 105Q: 3 clusters Score -1621294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1621300.750000 Penalty: 4801.388672
	Iteration 106Q: 3 clusters Score -1621301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1621311.375000 Penalty: 4801.388672
	Iteration 107Q: 3 clusters Score -1621311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1621319.125000 Penalty: 4801.388672
	Iteration 108Q: 3 clusters Score -1621319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1621319.625000 Penalty: 4801.388672
	Iteration 109Q: 3 clusters Score -1621320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1621325.250000 Penalty: 4801.388672
	Iteration 110Q: 3 clusters Score -1621325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1621331.500000 Penalty: 4801.388672
	Iteration 111Q: 3 clusters Score -1621332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1621338.000000 Penalty: 4801.388672
	Iteration 112Q: 3 clusters Score -1621338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1621334.750000 Penalty: 4801.388672
	Iteration 113Q: 3 clusters Score -1621335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1621340.250000 Penalty: 4801.388672
	Iteration 114Q: 3 clusters Score -1621340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1621348.875000 Penalty: 4801.388672
	Iteration 115Q: 3 clusters Score -1621349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1621355.250000 Penalty: 4801.388672
	Iteration 116Q: 3 clusters Score -1621355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1621361.500000 Penalty: 4801.388672
	Iteration 117Q: 3 clusters Score -1621362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1621375.000000 Penalty: 4801.388672
	Iteration 118Q: 3 clusters Score -1621375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1621387.000000 Penalty: 4801.388672
	Iteration 119Q: 3 clusters Score -1621387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1621392.875000 Penalty: 4801.388672
	Iteration 120F: 3 clusters Score -1621393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1621403.250000 Penalty: 4801.388672
	Iteration 121Q: 3 clusters Score -1621403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1621414.500000 Penalty: 4801.388672
	Iteration 122Q: 3 clusters Score -1621414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1621422.125000 Penalty: 4801.388672
	Iteration 123Q: 3 clusters Score -1621422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1621432.125000 Penalty: 4801.388672
	Iteration 124Q: 3 clusters Score -1621432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1621445.500000 Penalty: 4801.388672
	Iteration 125Q: 3 clusters Score -1621446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1621460.375000 Penalty: 4801.388672
	Iteration 126Q: 3 clusters Score -1621460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1621480.250000 Penalty: 4801.388672
	Iteration 127Q: 3 clusters Score -1621480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1621488.125000 Penalty: 4801.388672
	Iteration 128Q: 3 clusters Score -1621488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1621511.125000 Penalty: 4801.388672
	Iteration 129Q: 3 clusters Score -1621511 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1621533.750000 Penalty: 4801.388672
	Iteration 130Q: 3 clusters Score -1621534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1621546.750000 Penalty: 4801.388672
	Iteration 131Q: 3 clusters Score -1621547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1621567.250000 Penalty: 4801.388672
	Iteration 132Q: 3 clusters Score -1621567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1621577.250000 Penalty: 4801.388672
	Iteration 133Q: 3 clusters Score -1621577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1621593.375000 Penalty: 4801.388672
	Iteration 134Q: 3 clusters Score -1621593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1621593.375000 Penalty: 4801.388672
	Iteration 135Q: 3 clusters Score -1621593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1621613.125000 Penalty: 4801.388672
	Iteration 136Q: 3 clusters Score -1621613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1621616.125000 Penalty: 4801.388672
	Iteration 137Q: 3 clusters Score -1621616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1621623.375000 Penalty: 4801.388672
	Iteration 138Q: 3 clusters Score -1621623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1621631.250000 Penalty: 4801.388672
	Iteration 139Q: 3 clusters Score -1621631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1621643.750000 Penalty: 4801.388672
	Iteration 140F: 3 clusters Score -1621644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1621648.500000 Penalty: 4801.388672
	Iteration 141Q: 3 clusters Score -1621648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1621653.125000 Penalty: 4801.388672
	Iteration 142Q: 3 clusters Score -1621653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1621660.750000 Penalty: 4801.388672
	Iteration 143Q: 3 clusters Score -1621661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1621668.500000 Penalty: 4801.388672
	Iteration 144Q: 3 clusters Score -1621668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1621678.125000 Penalty: 4801.388672
	Iteration 145Q: 3 clusters Score -1621678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1621691.750000 Penalty: 4801.388672
	Iteration 146Q: 3 clusters Score -1621692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1621700.750000 Penalty: 4801.388672
	Iteration 147Q: 3 clusters Score -1621701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1621704.625000 Penalty: 4801.388672
	Iteration 148Q: 3 clusters Score -1621705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1621711.750000 Penalty: 4801.388672
	Iteration 149Q: 3 clusters Score -1621712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1621723.625000 Penalty: 4801.388672
	Iteration 150Q: 3 clusters Score -1621724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1621732.125000 Penalty: 4801.388672
	Iteration 151Q: 3 clusters Score -1621732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1621741.000000 Penalty: 4801.388672
	Iteration 152Q: 3 clusters Score -1621741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1621750.125000 Penalty: 4801.388672
	Iteration 153Q: 3 clusters Score -1621750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1621765.125000 Penalty: 4801.388672
	Iteration 154Q: 3 clusters Score -1621765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1621781.625000 Penalty: 4801.388672
	Iteration 155Q: 3 clusters Score -1621782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1621787.375000 Penalty: 4801.388672
	Iteration 156Q: 3 clusters Score -1621787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1621798.125000 Penalty: 4801.388672
	Iteration 157Q: 3 clusters Score -1621798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1621829.250000 Penalty: 4801.388672
	Iteration 158Q: 3 clusters Score -1621829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1621848.875000 Penalty: 4801.388672
	Iteration 159Q: 3 clusters Score -1621849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1621868.750000 Penalty: 4801.388672
	Iteration 160F: 3 clusters Score -1621869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1621880.125000 Penalty: 4801.388672
	Iteration 161Q: 3 clusters Score -1621880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1621895.375000 Penalty: 4801.388672
	Iteration 162Q: 3 clusters Score -1621895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1621904.500000 Penalty: 4801.388672
	Iteration 163Q: 3 clusters Score -1621904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1621903.625000 Penalty: 4801.388672
	Iteration 164Q: 3 clusters Score -1621904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1621910.125000 Penalty: 4801.388672
	Iteration 165Q: 3 clusters Score -1621910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1621910.000000 Penalty: 4801.388672
	Iteration 166Q: 3 clusters Score -1621910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1621916.750000 Penalty: 4801.388672
	Iteration 167Q: 3 clusters Score -1621917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1621918.875000 Penalty: 4801.388672
	Iteration 168Q: 3 clusters Score -1621919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1621921.125000 Penalty: 4801.388672
	Iteration 169Q: 3 clusters Score -1621921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1621927.375000 Penalty: 4801.388672
	Iteration 170Q: 3 clusters Score -1621927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1621933.000000 Penalty: 4801.388672
	Iteration 171Q: 3 clusters Score -1621933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1621938.000000 Penalty: 4801.388672
	Iteration 172Q: 3 clusters Score -1621938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1621939.500000 Penalty: 4801.388672
	Iteration 173Q: 3 clusters Score -1621940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1621939.000000 Penalty: 4801.388672
	Iteration 174Q: 3 clusters Score -1621939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1621939.000000 Penalty: 4801.388672
	Iteration 175Q: 3 clusters Score -1621939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1621937.750000 Penalty: 4801.388672
	Iteration 176Q: 3 clusters Score -1621938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1621939.375000 Penalty: 4801.388672
	Iteration 177Q: 3 clusters Score -1621939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1621941.000000 Penalty: 4801.388672
	Iteration 178Q: 3 clusters Score -1621941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1621947.750000 Penalty: 4801.388672
	Iteration 179Q: 3 clusters Score -1621948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1621944.625000 Penalty: 4801.388672
	Iteration 180F: 3 clusters Score -1621945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1621940.875000 Penalty: 4801.388672
	Iteration 181Q: 3 clusters Score -1621941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1621943.500000 Penalty: 4801.388672
	Iteration 182Q: 3 clusters Score -1621944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1621943.500000 Penalty: 4801.388672
	Iteration 183F: 3 clusters Score -1621944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Entering Unmasked Estep 
Score: -16084977.000000 Penalty: 2944.215576
	Iteration 0F: 2 clusters Score -1.608498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -15989019.000000 Penalty: 5888.431152
	Iteration 0F: 3 clusters Score -1.598902e+07 nChanged 68466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -16029103.000000 Penalty: 5888.431152
	Iteration 1F: 3 clusters Score -1.60291e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -16030707.000000 Penalty: 5888.431152
	Iteration 2Q: 3 clusters Score -1.603071e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83273 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -16033104.000000 Penalty: 5888.431152
	Iteration 3Q: 3 clusters Score -1.60331e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -16036901.000000 Penalty: 5888.431152
	Iteration 4F: 3 clusters Score -1.60369e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98449 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -16042889.000000 Penalty: 5888.431152
	Iteration 5F: 3 clusters Score -1.604289e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109010 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -16051173.000000 Penalty: 5888.431152
	Iteration 6F: 3 clusters Score -1.605117e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -16060974.000000 Penalty: 5888.431152
	Iteration 7F: 3 clusters Score -1.606097e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129978 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -16069999.000000 Penalty: 5888.431152
	Iteration 8F: 3 clusters Score -1.607e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136865 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -16076715.000000 Penalty: 5888.431152
	Iteration 9Q: 3 clusters Score -1.607672e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140540 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -16080150.000000 Penalty: 5888.431152
	Iteration 10Q: 3 clusters Score -1.608015e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142040 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16081578.000000 Penalty: 5888.431152
	Iteration 11Q: 3 clusters Score -1.608158e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -16082076.000000 Penalty: 5888.431152
	Iteration 12Q: 3 clusters Score -1.608208e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142694 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -16082219.000000 Penalty: 5888.431152
	Iteration 13Q: 3 clusters Score -1.608222e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16082314.000000 Penalty: 5888.431152
	Iteration 14Q: 3 clusters Score -1.608231e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16082357.000000 Penalty: 5888.431152
	Iteration 15Q: 3 clusters Score -1.608236e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16082372.000000 Penalty: 5888.431152
	Iteration 16Q: 3 clusters Score -1.608237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16082387.000000 Penalty: 5888.431152
	Iteration 17Q: 3 clusters Score -1.608239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142824 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16082411.000000 Penalty: 5888.431152
	Iteration 18Q: 3 clusters Score -1.608241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16082432.000000 Penalty: 5888.431152
	Iteration 19Q: 3 clusters Score -1.608243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16082428.000000 Penalty: 5888.431152
	Iteration 20F: 3 clusters Score -1.608243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142825 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16082434.000000 Penalty: 5888.431152
	Iteration 21Q: 3 clusters Score -1.608243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142825 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16082440.000000 Penalty: 5888.431152
	Iteration 22Q: 3 clusters Score -1.608244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16082452.000000 Penalty: 5888.431152
	Iteration 23Q: 3 clusters Score -1.608245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142831 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16082461.000000 Penalty: 5888.431152
	Iteration 24Q: 3 clusters Score -1.608246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142831 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16082457.000000 Penalty: 5888.431152
	Iteration 25Q: 3 clusters Score -1.608246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -16082461.000000 Penalty: 5888.431152
	Iteration 26Q: 3 clusters Score -1.608246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142836 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -16082458.000000 Penalty: 5888.431152
	Iteration 27Q: 3 clusters Score -1.608246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -16082464.000000 Penalty: 5888.431152
	Iteration 28Q: 3 clusters Score -1.608246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -16082482.000000 Penalty: 5888.431152
	Iteration 29Q: 3 clusters Score -1.608248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142846 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16082478.000000 Penalty: 5888.431152
	Iteration 30Q: 3 clusters Score -1.608248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16082475.000000 Penalty: 5888.431152
	Iteration 31Q: 3 clusters Score -1.608248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16082484.000000 Penalty: 5888.431152
	Iteration 32Q: 3 clusters Score -1.608248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142855 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -16082507.000000 Penalty: 5888.431152
	Iteration 33Q: 3 clusters Score -1.608251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142856 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -16082509.000000 Penalty: 5888.431152
	Iteration 34Q: 3 clusters Score -1.608251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16082507.000000 Penalty: 5888.431152
	Iteration 35Q: 3 clusters Score -1.608251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16082513.000000 Penalty: 5888.431152
	Iteration 36Q: 3 clusters Score -1.608251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16082507.000000 Penalty: 5888.431152
	Iteration 37Q: 3 clusters Score -1.608251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16082507.000000 Penalty: 5888.431152
	Iteration 38F: 3 clusters Score -1.608251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Entering Unmasked Estep 
Score: -825098.562500 Penalty: 2209.624268
	Iteration 0F: 2 clusters Score -825098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -819146.937500 Penalty: 4419.248535
	Iteration 0F: 3 clusters Score -819146.9 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -820710.812500 Penalty: 4419.248535
	Iteration 1F: 3 clusters Score -820710.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -821048.437500 Penalty: 4419.248535
	Iteration 2F: 3 clusters Score -821048.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -821338.562500 Penalty: 4419.248535
	Iteration 3F: 3 clusters Score -821338.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -821592.187500 Penalty: 4419.248535
	Iteration 4F: 3 clusters Score -821592.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -821848.312500 Penalty: 4419.248535
	Iteration 5F: 3 clusters Score -821848.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -822137.812500 Penalty: 4419.248535
	Iteration 6F: 3 clusters Score -822137.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -822497.000000 Penalty: 4419.248535
	Iteration 7F: 3 clusters Score -822497 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -822928.437500 Penalty: 4419.248535
	Iteration 8F: 3 clusters Score -822928.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -823475.625000 Penalty: 4419.248535
	Iteration 9F: 3 clusters Score -823475.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -824073.812500 Penalty: 4419.248535
	Iteration 10F: 3 clusters Score -824073.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -824590.937500 Penalty: 4419.248535
	Iteration 11Q: 3 clusters Score -824590.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -824852.750000 Penalty: 4419.248535
	Iteration 12Q: 3 clusters Score -824852.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -824925.250000 Penalty: 4419.248535
	Iteration 13Q: 3 clusters Score -824925.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -824960.250000 Penalty: 4419.248535
	Iteration 14Q: 3 clusters Score -824960.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -824973.687500 Penalty: 4419.248535
	Iteration 15Q: 3 clusters Score -824973.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -824987.062500 Penalty: 4419.248535
	Iteration 16Q: 3 clusters Score -824987.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -824994.687500 Penalty: 4419.248535
	Iteration 17Q: 3 clusters Score -824994.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -825001.937500 Penalty: 4419.248535
	Iteration 18Q: 3 clusters Score -825001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -825003.062500 Penalty: 4419.248535
	Iteration 19Q: 3 clusters Score -825003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -825005.625000 Penalty: 4419.248535
	Iteration 20F: 3 clusters Score -825005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -825006.250000 Penalty: 4419.248535
	Iteration 21Q: 3 clusters Score -825006.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -825011.562500 Penalty: 4419.248535
	Iteration 22Q: 3 clusters Score -825011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -825012.937500 Penalty: 4419.248535
	Iteration 23Q: 3 clusters Score -825012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -825016.750000 Penalty: 4419.248535
	Iteration 24Q: 3 clusters Score -825016.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -825019.562500 Penalty: 4419.248535
	Iteration 25Q: 3 clusters Score -825019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -825023.625000 Penalty: 4419.248535
	Iteration 26Q: 3 clusters Score -825023.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -825024.187500 Penalty: 4419.248535
	Iteration 27Q: 3 clusters Score -825024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -825025.812500 Penalty: 4419.248535
	Iteration 28Q: 3 clusters Score -825025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -825024.375000 Penalty: 4419.248535
	Iteration 29Q: 3 clusters Score -825024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -825025.312500 Penalty: 4419.248535
	Iteration 30Q: 3 clusters Score -825025.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -825027.687500 Penalty: 4419.248535
	Iteration 31Q: 3 clusters Score -825027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -825029.250000 Penalty: 4419.248535
	Iteration 32Q: 3 clusters Score -825029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -825029.437500 Penalty: 4419.248535
	Iteration 33Q: 3 clusters Score -825029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -825030.312500 Penalty: 4419.248535
	Iteration 34Q: 3 clusters Score -825030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -825030.375000 Penalty: 4419.248535
	Iteration 35Q: 3 clusters Score -825030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -825029.187500 Penalty: 4419.248535
	Iteration 36Q: 3 clusters Score -825029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -825029.187500 Penalty: 4419.248535
	Iteration 37F: 3 clusters Score -825029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Entering Unmasked Estep 
Score: -4203539.000000 Penalty: 2610.147949
	Iteration 0F: 2 clusters Score -4203539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4178371.000000 Penalty: 5220.295898
	Iteration 0F: 3 clusters Score -4178371 nChanged 16928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4187686.000000 Penalty: 5220.295898
	Iteration 1F: 3 clusters Score -4187686 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4188278.000000 Penalty: 5220.295898
	Iteration 2Q: 3 clusters Score -4188278 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4188892.500000 Penalty: 5220.295898
	Iteration 3Q: 3 clusters Score -4188892 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4189550.500000 Penalty: 5220.295898
	Iteration 4Q: 3 clusters Score -4189550 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4190394.750000 Penalty: 5220.295898
	Iteration 5Q: 3 clusters Score -4190395 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -4191587.000000 Penalty: 5220.295898
	Iteration 6F: 3 clusters Score -4191587 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4192967.250000 Penalty: 5220.295898
	Iteration 7F: 3 clusters Score -4192967 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4194389.000000 Penalty: 5220.295898
	Iteration 8F: 3 clusters Score -4194389 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4195640.000000 Penalty: 5220.295898
	Iteration 9F: 3 clusters Score -4195640 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4196691.000000 Penalty: 5220.295898
	Iteration 10Q: 3 clusters Score -4196691 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4197402.500000 Penalty: 5220.295898
	Iteration 11Q: 3 clusters Score -4197402 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -4197855.500000 Penalty: 5220.295898
	Iteration 12Q: 3 clusters Score -4197856 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4198184.000000 Penalty: 5220.295898
	Iteration 13Q: 3 clusters Score -4198184 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -4198408.000000 Penalty: 5220.295898
	Iteration 14Q: 3 clusters Score -4198408 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -4198608.500000 Penalty: 5220.295898
	Iteration 15Q: 3 clusters Score -4198608 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4198812.500000 Penalty: 5220.295898
	Iteration 16Q: 3 clusters Score -4198812 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -4199030.000000 Penalty: 5220.295898
	Iteration 17Q: 3 clusters Score -4199030 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4199207.500000 Penalty: 5220.295898
	Iteration 18Q: 3 clusters Score -4199208 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4199385.500000 Penalty: 5220.295898
	Iteration 19Q: 3 clusters Score -4199386 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -4199569.500000 Penalty: 5220.295898
	Iteration 20F: 3 clusters Score -4199570 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -4199702.500000 Penalty: 5220.295898
	Iteration 21Q: 3 clusters Score -4199702 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -4199875.000000 Penalty: 5220.295898
	Iteration 22Q: 3 clusters Score -4199875 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -4200018.500000 Penalty: 5220.295898
	Iteration 23Q: 3 clusters Score -4200018 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -4200155.000000 Penalty: 5220.295898
	Iteration 24Q: 3 clusters Score -4200155 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -4200311.500000 Penalty: 5220.295898
	Iteration 25Q: 3 clusters Score -4200312 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -4200479.500000 Penalty: 5220.295898
	Iteration 26Q: 3 clusters Score -4200480 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4200673.000000 Penalty: 5220.295898
	Iteration 27Q: 3 clusters Score -4200673 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -4200854.500000 Penalty: 5220.295898
	Iteration 28Q: 3 clusters Score -4200854 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -4201090.500000 Penalty: 5220.295898
	Iteration 29Q: 3 clusters Score -4201090 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -4201363.500000 Penalty: 5220.295898
	Iteration 30Q: 3 clusters Score -4201364 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -4201758.500000 Penalty: 5220.295898
	Iteration 31Q: 3 clusters Score -4201758 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4202136.000000 Penalty: 5220.295898
	Iteration 32Q: 3 clusters Score -4202136 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4202490.000000 Penalty: 5220.295898
	Iteration 33Q: 3 clusters Score -4202490 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4202794.000000 Penalty: 5220.295898
	Iteration 34Q: 3 clusters Score -4202794 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4203003.000000 Penalty: 5220.295898
	Iteration 35Q: 3 clusters Score -4203003 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4203125.000000 Penalty: 5220.295898
	Iteration 36Q: 3 clusters Score -4203125 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4203188.500000 Penalty: 5220.295898
	Iteration 37Q: 3 clusters Score -4203188 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4203221.000000 Penalty: 5220.295898
	Iteration 38Q: 3 clusters Score -4203221 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4203248.000000 Penalty: 5220.295898
	Iteration 39Q: 3 clusters Score -4203248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4203265.500000 Penalty: 5220.295898
	Iteration 40F: 3 clusters Score -4203266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -4203277.000000 Penalty: 5220.295898
	Iteration 41Q: 3 clusters Score -4203277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -4203275.000000 Penalty: 5220.295898
	Iteration 42Q: 3 clusters Score -4203275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4203277.000000 Penalty: 5220.295898
	Iteration 43Q: 3 clusters Score -4203277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4203281.500000 Penalty: 5220.295898
	Iteration 44Q: 3 clusters Score -4203282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4203289.000000 Penalty: 5220.295898
	Iteration 45Q: 3 clusters Score -4203289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -4203293.000000 Penalty: 5220.295898
	Iteration 46Q: 3 clusters Score -4203293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -4203294.500000 Penalty: 5220.295898
	Iteration 47Q: 3 clusters Score -4203294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4203293.000000 Penalty: 5220.295898
	Iteration 48Q: 3 clusters Score -4203293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4203290.500000 Penalty: 5220.295898
	Iteration 49Q: 3 clusters Score -4203290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4203290.000000 Penalty: 5220.295898
	Iteration 50Q: 3 clusters Score -4203290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -4203294.000000 Penalty: 5220.295898
	Iteration 51Q: 3 clusters Score -4203294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4203282.000000 Penalty: 5220.295898
	Iteration 52Q: 3 clusters Score -4203282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4203284.500000 Penalty: 5220.295898
	Iteration 53Q: 3 clusters Score -4203284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4203288.000000 Penalty: 5220.295898
	Iteration 54Q: 3 clusters Score -4203288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4203289.000000 Penalty: 5220.295898
	Iteration 55Q: 3 clusters Score -4203289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4203289.500000 Penalty: 5220.295898
	Iteration 56Q: 3 clusters Score -4203290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4203290.000000 Penalty: 5220.295898
	Iteration 57Q: 3 clusters Score -4203290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -4203293.000000 Penalty: 5220.295898
	Iteration 58Q: 3 clusters Score -4203293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4203288.000000 Penalty: 5220.295898
	Iteration 59Q: 3 clusters Score -4203288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -4203291.000000 Penalty: 5220.295898
	Iteration 60F: 3 clusters Score -4203291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Entering Unmasked Estep 
Score: -1084795.875000 Penalty: 2285.795898
	Iteration 0F: 2 clusters Score -1084796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1077066.000000 Penalty: 4571.591797
	Iteration 0F: 3 clusters Score -1077066 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1079450.375000 Penalty: 4571.591797
	Iteration 1F: 3 clusters Score -1079450 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1079874.375000 Penalty: 4571.591797
	Iteration 2F: 3 clusters Score -1079874 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1080250.250000 Penalty: 4571.591797
	Iteration 3F: 3 clusters Score -1080250 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1080595.125000 Penalty: 4571.591797
	Iteration 4F: 3 clusters Score -1080595 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1080896.375000 Penalty: 4571.591797
	Iteration 5Q: 3 clusters Score -1080896 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1081124.500000 Penalty: 4571.591797
	Iteration 6Q: 3 clusters Score -1081124 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1081279.000000 Penalty: 4571.591797
	Iteration 7Q: 3 clusters Score -1081279 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1081406.250000 Penalty: 4571.591797
	Iteration 8Q: 3 clusters Score -1081406 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1081509.125000 Penalty: 4571.591797
	Iteration 9Q: 3 clusters Score -1081509 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1081580.750000 Penalty: 4571.591797
	Iteration 10Q: 3 clusters Score -1081581 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1081645.500000 Penalty: 4571.591797
	Iteration 11Q: 3 clusters Score -1081646 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1081707.875000 Penalty: 4571.591797
	Iteration 12Q: 3 clusters Score -1081708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1081765.375000 Penalty: 4571.591797
	Iteration 13Q: 3 clusters Score -1081765 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1081821.750000 Penalty: 4571.591797
	Iteration 14Q: 3 clusters Score -1081822 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1081870.625000 Penalty: 4571.591797
	Iteration 15Q: 3 clusters Score -1081871 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1081926.500000 Penalty: 4571.591797
	Iteration 16Q: 3 clusters Score -1081926 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1081984.000000 Penalty: 4571.591797
	Iteration 17Q: 3 clusters Score -1081984 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1082042.375000 Penalty: 4571.591797
	Iteration 18Q: 3 clusters Score -1082042 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1082098.375000 Penalty: 4571.591797
	Iteration 19Q: 3 clusters Score -1082098 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1082150.625000 Penalty: 4571.591797
	Iteration 20F: 3 clusters Score -1082151 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1082211.500000 Penalty: 4571.591797
	Iteration 21Q: 3 clusters Score -1082212 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1082280.375000 Penalty: 4571.591797
	Iteration 22Q: 3 clusters Score -1082280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1082343.250000 Penalty: 4571.591797
	Iteration 23Q: 3 clusters Score -1082343 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1082414.000000 Penalty: 4571.591797
	Iteration 24Q: 3 clusters Score -1082414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1082486.250000 Penalty: 4571.591797
	Iteration 25Q: 3 clusters Score -1082486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1082550.500000 Penalty: 4571.591797
	Iteration 26Q: 3 clusters Score -1082550 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1082615.000000 Penalty: 4571.591797
	Iteration 27Q: 3 clusters Score -1082615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1082669.500000 Penalty: 4571.591797
	Iteration 28Q: 3 clusters Score -1082670 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1082711.625000 Penalty: 4571.591797
	Iteration 29Q: 3 clusters Score -1082712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1082744.250000 Penalty: 4571.591797
	Iteration 30Q: 3 clusters Score -1082744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1082774.250000 Penalty: 4571.591797
	Iteration 31Q: 3 clusters Score -1082774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1082802.625000 Penalty: 4571.591797
	Iteration 32Q: 3 clusters Score -1082803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1082826.625000 Penalty: 4571.591797
	Iteration 33Q: 3 clusters Score -1082827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1082848.750000 Penalty: 4571.591797
	Iteration 34Q: 3 clusters Score -1082849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1082862.000000 Penalty: 4571.591797
	Iteration 35Q: 3 clusters Score -1082862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1082870.625000 Penalty: 4571.591797
	Iteration 36Q: 3 clusters Score -1082871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1082881.750000 Penalty: 4571.591797
	Iteration 37Q: 3 clusters Score -1082882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1082892.750000 Penalty: 4571.591797
	Iteration 38Q: 3 clusters Score -1082893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1082900.625000 Penalty: 4571.591797
	Iteration 39Q: 3 clusters Score -1082901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1082910.000000 Penalty: 4571.591797
	Iteration 40F: 3 clusters Score -1082910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1082917.750000 Penalty: 4571.591797
	Iteration 41Q: 3 clusters Score -1082918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1082926.125000 Penalty: 4571.591797
	Iteration 42Q: 3 clusters Score -1082926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1082929.875000 Penalty: 4571.591797
	Iteration 43Q: 3 clusters Score -1082930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1082937.375000 Penalty: 4571.591797
	Iteration 44Q: 3 clusters Score -1082937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1082945.500000 Penalty: 4571.591797
	Iteration 45Q: 3 clusters Score -1082946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1082952.125000 Penalty: 4571.591797
	Iteration 46Q: 3 clusters Score -1082952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1082962.000000 Penalty: 4571.591797
	Iteration 47Q: 3 clusters Score -1082962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1082969.000000 Penalty: 4571.591797
	Iteration 48Q: 3 clusters Score -1082969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1082975.250000 Penalty: 4571.591797
	Iteration 49Q: 3 clusters Score -1082975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1082976.750000 Penalty: 4571.591797
	Iteration 50Q: 3 clusters Score -1082977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1082982.750000 Penalty: 4571.591797
	Iteration 51Q: 3 clusters Score -1082983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1082985.125000 Penalty: 4571.591797
	Iteration 52Q: 3 clusters Score -1082985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1082986.250000 Penalty: 4571.591797
	Iteration 53Q: 3 clusters Score -1082986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1082987.625000 Penalty: 4571.591797
	Iteration 54Q: 3 clusters Score -1082988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1082991.000000 Penalty: 4571.591797
	Iteration 55Q: 3 clusters Score -1082991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1082991.500000 Penalty: 4571.591797
	Iteration 56Q: 3 clusters Score -1082992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1082992.000000 Penalty: 4571.591797
	Iteration 57Q: 3 clusters Score -1082992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1082994.875000 Penalty: 4571.591797
	Iteration 58Q: 3 clusters Score -1082995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1082994.875000 Penalty: 4571.591797
	Iteration 59F: 3 clusters Score -1082995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Entering Unmasked Estep 
Score: -12216016.000000 Penalty: 2875.512695
	Iteration 0F: 2 clusters Score -1.221602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -12143500.000000 Penalty: 5751.025391
	Iteration 0F: 3 clusters Score -1.21435e+07 nChanged 51328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -12172553.000000 Penalty: 5751.025391
	Iteration 1F: 3 clusters Score -1.217255e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -12173180.000000 Penalty: 5751.025391
	Iteration 2Q: 3 clusters Score -1.217318e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -12173872.000000 Penalty: 5751.025391
	Iteration 3Q: 3 clusters Score -1.217387e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -12174626.000000 Penalty: 5751.025391
	Iteration 4Q: 3 clusters Score -1.217463e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -12175463.000000 Penalty: 5751.025391
	Iteration 5Q: 3 clusters Score -1.217546e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -12176419.000000 Penalty: 5751.025391
	Iteration 6Q: 3 clusters Score -1.217642e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -12177690.000000 Penalty: 5751.025391
	Iteration 7Q: 3 clusters Score -1.217769e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -12179641.000000 Penalty: 5751.025391
	Iteration 8Q: 3 clusters Score -1.217964e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -12182402.000000 Penalty: 5751.025391
	Iteration 9Q: 3 clusters Score -1.21824e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -12186273.000000 Penalty: 5751.025391
	Iteration 10F: 3 clusters Score -1.218627e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -12191414.000000 Penalty: 5751.025391
	Iteration 11F: 3 clusters Score -1.219141e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -12197249.000000 Penalty: 5751.025391
	Iteration 12F: 3 clusters Score -1.219725e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -12202140.000000 Penalty: 5751.025391
	Iteration 13F: 3 clusters Score -1.220214e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91443 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -12205650.000000 Penalty: 5751.025391
	Iteration 14Q: 3 clusters Score -1.220565e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -12208080.000000 Penalty: 5751.025391
	Iteration 15Q: 3 clusters Score -1.220808e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -12209863.000000 Penalty: 5751.025391
	Iteration 16Q: 3 clusters Score -1.220986e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -12211145.000000 Penalty: 5751.025391
	Iteration 17Q: 3 clusters Score -1.221114e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -12212158.000000 Penalty: 5751.025391
	Iteration 18Q: 3 clusters Score -1.221216e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -12212855.000000 Penalty: 5751.025391
	Iteration 19Q: 3 clusters Score -1.221286e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -12213407.000000 Penalty: 5751.025391
	Iteration 20F: 3 clusters Score -1.221341e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -12213808.000000 Penalty: 5751.025391
	Iteration 21Q: 3 clusters Score -1.221381e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104423 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -12214139.000000 Penalty: 5751.025391
	Iteration 22Q: 3 clusters Score -1.221414e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104808 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -12214342.000000 Penalty: 5751.025391
	Iteration 23Q: 3 clusters Score -1.221434e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -12214494.000000 Penalty: 5751.025391
	Iteration 24Q: 3 clusters Score -1.221449e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -12214596.000000 Penalty: 5751.025391
	Iteration 25Q: 3 clusters Score -1.22146e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105440 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -12214680.000000 Penalty: 5751.025391
	Iteration 26Q: 3 clusters Score -1.221468e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105558 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -12214691.000000 Penalty: 5751.025391
	Iteration 27Q: 3 clusters Score -1.221469e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -12214697.000000 Penalty: 5751.025391
	Iteration 28Q: 3 clusters Score -1.22147e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105708 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -12214728.000000 Penalty: 5751.025391
	Iteration 29Q: 3 clusters Score -1.221473e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105752 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -12214751.000000 Penalty: 5751.025391
	Iteration 30Q: 3 clusters Score -1.221475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105781 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -12214738.000000 Penalty: 5751.025391
	Iteration 31Q: 3 clusters Score -1.221474e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105805 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -12214745.000000 Penalty: 5751.025391
	Iteration 32Q: 3 clusters Score -1.221474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -12214743.000000 Penalty: 5751.025391
	Iteration 33Q: 3 clusters Score -1.221474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -12214735.000000 Penalty: 5751.025391
	Iteration 34Q: 3 clusters Score -1.221474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -12214763.000000 Penalty: 5751.025391
	Iteration 35Q: 3 clusters Score -1.221476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -12214756.000000 Penalty: 5751.025391
	Iteration 36Q: 3 clusters Score -1.221476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -12214773.000000 Penalty: 5751.025391
	Iteration 37Q: 3 clusters Score -1.221477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -12214772.000000 Penalty: 5751.025391
	Iteration 38Q: 3 clusters Score -1.221477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -12214790.000000 Penalty: 5751.025391
	Iteration 39Q: 3 clusters Score -1.221479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -12214778.000000 Penalty: 5751.025391
	Iteration 40F: 3 clusters Score -1.221478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -12214790.000000 Penalty: 5751.025391
	Iteration 41Q: 3 clusters Score -1.221479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -12214795.000000 Penalty: 5751.025391
	Iteration 42Q: 3 clusters Score -1.22148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -12214802.000000 Penalty: 5751.025391
	Iteration 43Q: 3 clusters Score -1.22148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -12214796.000000 Penalty: 5751.025391
	Iteration 44Q: 3 clusters Score -1.22148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12214792.000000 Penalty: 5751.025391
	Iteration 45Q: 3 clusters Score -1.221479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -12214780.000000 Penalty: 5751.025391
	Iteration 46Q: 3 clusters Score -1.221478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -12214783.000000 Penalty: 5751.025391
	Iteration 47Q: 3 clusters Score -1.221478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -12214785.000000 Penalty: 5751.025391
	Iteration 48Q: 3 clusters Score -1.221478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -12214790.000000 Penalty: 5751.025391
	Iteration 49Q: 3 clusters Score -1.221479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -12214787.000000 Penalty: 5751.025391
	Iteration 50Q: 3 clusters Score -1.221479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12214790.000000 Penalty: 5751.025391
	Iteration 51Q: 3 clusters Score -1.221479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12214784.000000 Penalty: 5751.025391
	Iteration 52Q: 3 clusters Score -1.221478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -12214791.000000 Penalty: 5751.025391
	Iteration 53Q: 3 clusters Score -1.221479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -12214790.000000 Penalty: 5751.025391
	Iteration 54Q: 3 clusters Score -1.221479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -12214790.000000 Penalty: 5751.025391
	Iteration 55F: 3 clusters Score -1.221479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -540865.312500 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -540865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -536273.625000 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -536273.6 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -537424.312500 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -537424.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -537709.750000 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -537709.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -537926.937500 Penalty: 4225.914551
	Iteration 3F: 3 clusters Score -537926.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -538089.625000 Penalty: 4225.914551
	Iteration 4F: 3 clusters Score -538089.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -538212.687500 Penalty: 4225.914551
	Iteration 5Q: 3 clusters Score -538212.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -538319.625000 Penalty: 4225.914551
	Iteration 6Q: 3 clusters Score -538319.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -538434.687500 Penalty: 4225.914551
	Iteration 7Q: 3 clusters Score -538434.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -538527.250000 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -538527.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -538608.125000 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -538608.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -538674.000000 Penalty: 4225.914551
	Iteration 10Q: 3 clusters Score -538674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -538730.062500 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -538730.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -538773.312500 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -538773.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -538818.000000 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -538818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -538854.375000 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -538854.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -538875.562500 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -538875.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -538901.562500 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -538901.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -538925.937500 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -538925.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -538946.312500 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -538946.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -538960.250000 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -538960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -538972.500000 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -538972.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -538984.250000 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -538984.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -538994.812500 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -538994.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -539005.437500 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -539005.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -539014.562500 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -539014.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -539022.125000 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -539022.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -539028.375000 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -539028.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -539034.687500 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -539034.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -539043.562500 Penalty: 4225.914551
	Iteration 28Q: 3 clusters Score -539043.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -539048.750000 Penalty: 4225.914551
	Iteration 29Q: 3 clusters Score -539048.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -539054.500000 Penalty: 4225.914551
	Iteration 30Q: 3 clusters Score -539054.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -539057.750000 Penalty: 4225.914551
	Iteration 31Q: 3 clusters Score -539057.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -539060.312500 Penalty: 4225.914551
	Iteration 32Q: 3 clusters Score -539060.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -539064.500000 Penalty: 4225.914551
	Iteration 33Q: 3 clusters Score -539064.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -539068.312500 Penalty: 4225.914551
	Iteration 34Q: 3 clusters Score -539068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -539072.125000 Penalty: 4225.914551
	Iteration 35Q: 3 clusters Score -539072.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -539077.875000 Penalty: 4225.914551
	Iteration 36Q: 3 clusters Score -539077.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -539084.125000 Penalty: 4225.914551
	Iteration 37Q: 3 clusters Score -539084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -539087.687500 Penalty: 4225.914551
	Iteration 38Q: 3 clusters Score -539087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -539091.062500 Penalty: 4225.914551
	Iteration 39Q: 3 clusters Score -539091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -539096.625000 Penalty: 4225.914551
	Iteration 40F: 3 clusters Score -539096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -539097.937500 Penalty: 4225.914551
	Iteration 41Q: 3 clusters Score -539097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -539098.750000 Penalty: 4225.914551
	Iteration 42Q: 3 clusters Score -539098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -539098.750000 Penalty: 4225.914551
	Iteration 43F: 3 clusters Score -539098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -561029.062500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -561029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -556344.750000 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -556344.8 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -557414.250000 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -557414.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -557659.437500 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -557659.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -557840.562500 Penalty: 4253.803711
	Iteration 3F: 3 clusters Score -557840.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -557973.562500 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -557973.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -558089.812500 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -558089.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -558197.937500 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -558197.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -558290.062500 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -558290.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -558374.250000 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -558374.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -558454.812500 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -558454.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -558521.562500 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -558521.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -558584.375000 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -558584.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -558639.125000 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -558639.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -558676.062500 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -558676.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -558714.875000 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -558714.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -558748.937500 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -558748.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -558785.437500 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -558785.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -558812.562500 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -558812.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -558840.625000 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -558840.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -558862.062500 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -558862.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -558879.000000 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -558879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -558896.250000 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -558896.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -558917.312500 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -558917.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -558940.250000 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -558940.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -558968.000000 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -558968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -558991.812500 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -558991.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -559017.062500 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -559017.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -559038.250000 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -559038.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -559057.562500 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -559057.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -559075.750000 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -559075.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -559094.312500 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -559094.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -559112.000000 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -559112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -559131.250000 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -559131.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -559141.437500 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -559141.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -559154.187500 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -559154.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -559169.125000 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -559169.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -559181.875000 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -559181.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -559193.187500 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -559193.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -559203.437500 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -559203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -559209.875000 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -559209.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -559218.250000 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -559218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -559228.187500 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -559228.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -559240.000000 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -559240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -559249.687500 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -559249.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -559258.062500 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -559258.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -559268.375000 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -559268.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -559279.562500 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -559279.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -559287.062500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -559287.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -559294.375000 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -559294.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -559303.687500 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -559303.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -559315.500000 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -559315.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -559327.437500 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -559327.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -559341.000000 Penalty: 4253.803711
	Iteration 52Q: 3 clusters Score -559341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -559356.812500 Penalty: 4253.803711
	Iteration 53Q: 3 clusters Score -559356.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -559369.562500 Penalty: 4253.803711
	Iteration 54Q: 3 clusters Score -559369.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -559386.750000 Penalty: 4253.803711
	Iteration 55Q: 3 clusters Score -559386.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -559405.750000 Penalty: 4253.803711
	Iteration 56Q: 3 clusters Score -559405.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -559423.062500 Penalty: 4253.803711
	Iteration 57Q: 3 clusters Score -559423.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -559432.250000 Penalty: 4253.803711
	Iteration 58Q: 3 clusters Score -559432.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -559448.687500 Penalty: 4253.803711
	Iteration 59Q: 3 clusters Score -559448.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -559455.937500 Penalty: 4253.803711
	Iteration 60F: 3 clusters Score -559455.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -559467.437500 Penalty: 4253.803711
	Iteration 61Q: 3 clusters Score -559467.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -559472.875000 Penalty: 4253.803711
	Iteration 62Q: 3 clusters Score -559472.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -559482.187500 Penalty: 4253.803711
	Iteration 63Q: 3 clusters Score -559482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -559487.062500 Penalty: 4253.803711
	Iteration 64Q: 3 clusters Score -559487.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -559497.437500 Penalty: 4253.803711
	Iteration 65Q: 3 clusters Score -559497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -559504.687500 Penalty: 4253.803711
	Iteration 66Q: 3 clusters Score -559504.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -559510.437500 Penalty: 4253.803711
	Iteration 67Q: 3 clusters Score -559510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -559514.125000 Penalty: 4253.803711
	Iteration 68Q: 3 clusters Score -559514.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -559515.750000 Penalty: 4253.803711
	Iteration 69Q: 3 clusters Score -559515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -559519.500000 Penalty: 4253.803711
	Iteration 70Q: 3 clusters Score -559519.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -559523.250000 Penalty: 4253.803711
	Iteration 71Q: 3 clusters Score -559523.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -559529.937500 Penalty: 4253.803711
	Iteration 72Q: 3 clusters Score -559529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -559532.937500 Penalty: 4253.803711
	Iteration 73Q: 3 clusters Score -559532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -559536.437500 Penalty: 4253.803711
	Iteration 74Q: 3 clusters Score -559536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -559539.500000 Penalty: 4253.803711
	Iteration 75Q: 3 clusters Score -559539.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -559543.937500 Penalty: 4253.803711
	Iteration 76Q: 3 clusters Score -559543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -559546.062500 Penalty: 4253.803711
	Iteration 77Q: 3 clusters Score -559546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -559551.312500 Penalty: 4253.803711
	Iteration 78Q: 3 clusters Score -559551.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -559554.125000 Penalty: 4253.803711
	Iteration 79Q: 3 clusters Score -559554.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -559558.562500 Penalty: 4253.803711
	Iteration 80F: 3 clusters Score -559558.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -559560.562500 Penalty: 4253.803711
	Iteration 81Q: 3 clusters Score -559560.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -559563.375000 Penalty: 4253.803711
	Iteration 82Q: 3 clusters Score -559563.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -559565.062500 Penalty: 4253.803711
	Iteration 83Q: 3 clusters Score -559565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -559567.437500 Penalty: 4253.803711
	Iteration 84Q: 3 clusters Score -559567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -559567.875000 Penalty: 4253.803711
	Iteration 85Q: 3 clusters Score -559567.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -559570.437500 Penalty: 4253.803711
	Iteration 86Q: 3 clusters Score -559570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -559572.812500 Penalty: 4253.803711
	Iteration 87Q: 3 clusters Score -559572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -559573.375000 Penalty: 4253.803711
	Iteration 88Q: 3 clusters Score -559573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -559575.250000 Penalty: 4253.803711
	Iteration 89Q: 3 clusters Score -559575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -559574.437500 Penalty: 4253.803711
	Iteration 90Q: 3 clusters Score -559574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -559576.250000 Penalty: 4253.803711
	Iteration 91Q: 3 clusters Score -559576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -559577.875000 Penalty: 4253.803711
	Iteration 92Q: 3 clusters Score -559577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -559581.125000 Penalty: 4253.803711
	Iteration 93Q: 3 clusters Score -559581.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -559587.687500 Penalty: 4253.803711
	Iteration 94Q: 3 clusters Score -559587.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -559593.937500 Penalty: 4253.803711
	Iteration 95Q: 3 clusters Score -559593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -559597.250000 Penalty: 4253.803711
	Iteration 96Q: 3 clusters Score -559597.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -559599.812500 Penalty: 4253.803711
	Iteration 97Q: 3 clusters Score -559599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -559600.562500 Penalty: 4253.803711
	Iteration 98Q: 3 clusters Score -559600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -559604.000000 Penalty: 4253.803711
	Iteration 99Q: 3 clusters Score -559604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -559604.625000 Penalty: 4253.803711
	Iteration 100F: 3 clusters Score -559604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -559605.500000 Penalty: 4253.803711
	Iteration 101Q: 3 clusters Score -559605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -559607.687500 Penalty: 4253.803711
	Iteration 102Q: 3 clusters Score -559607.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -559608.750000 Penalty: 4253.803711
	Iteration 103Q: 3 clusters Score -559608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -559612.312500 Penalty: 4253.803711
	Iteration 104Q: 3 clusters Score -559612.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -559613.250000 Penalty: 4253.803711
	Iteration 105Q: 3 clusters Score -559613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -559615.437500 Penalty: 4253.803711
	Iteration 106Q: 3 clusters Score -559615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -559617.687500 Penalty: 4253.803711
	Iteration 107Q: 3 clusters Score -559617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -559618.687500 Penalty: 4253.803711
	Iteration 108Q: 3 clusters Score -559618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -559619.312500 Penalty: 4253.803711
	Iteration 109Q: 3 clusters Score -559619.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -559622.375000 Penalty: 4253.803711
	Iteration 110Q: 3 clusters Score -559622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -559626.375000 Penalty: 4253.803711
	Iteration 111Q: 3 clusters Score -559626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -559628.437500 Penalty: 4253.803711
	Iteration 112Q: 3 clusters Score -559628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -559629.125000 Penalty: 4253.803711
	Iteration 113Q: 3 clusters Score -559629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -559630.437500 Penalty: 4253.803711
	Iteration 114Q: 3 clusters Score -559630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -559629.937500 Penalty: 4253.803711
	Iteration 115Q: 3 clusters Score -559629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -559629.812500 Penalty: 4253.803711
	Iteration 116Q: 3 clusters Score -559629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -559629.812500 Penalty: 4253.803711
	Iteration 117F: 3 clusters Score -559629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Entering Unmasked Estep 
Score: -856282.625000 Penalty: 2239.889404
	Iteration 0F: 2 clusters Score -856282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -849645.250000 Penalty: 4479.778809
	Iteration 0F: 3 clusters Score -849645.2 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -851575.250000 Penalty: 4479.778809
	Iteration 1F: 3 clusters Score -851575.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -852069.437500 Penalty: 4479.778809
	Iteration 2F: 3 clusters Score -852069.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -852599.500000 Penalty: 4479.778809
	Iteration 3F: 3 clusters Score -852599.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -853150.187500 Penalty: 4479.778809
	Iteration 4F: 3 clusters Score -853150.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -853672.937500 Penalty: 4479.778809
	Iteration 5F: 3 clusters Score -853672.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -854070.312500 Penalty: 4479.778809
	Iteration 6F: 3 clusters Score -854070.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -854380.437500 Penalty: 4479.778809
	Iteration 7Q: 3 clusters Score -854380.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -854603.812500 Penalty: 4479.778809
	Iteration 8Q: 3 clusters Score -854603.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -854750.875000 Penalty: 4479.778809
	Iteration 9Q: 3 clusters Score -854750.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -854847.812500 Penalty: 4479.778809
	Iteration 10Q: 3 clusters Score -854847.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -854906.562500 Penalty: 4479.778809
	Iteration 11Q: 3 clusters Score -854906.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -854937.812500 Penalty: 4479.778809
	Iteration 12Q: 3 clusters Score -854937.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -854955.437500 Penalty: 4479.778809
	Iteration 13Q: 3 clusters Score -854955.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -854969.687500 Penalty: 4479.778809
	Iteration 14Q: 3 clusters Score -854969.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -854976.625000 Penalty: 4479.778809
	Iteration 15Q: 3 clusters Score -854976.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -854985.062500 Penalty: 4479.778809
	Iteration 16Q: 3 clusters Score -854985.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -854989.062500 Penalty: 4479.778809
	Iteration 17Q: 3 clusters Score -854989.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -854993.500000 Penalty: 4479.778809
	Iteration 18Q: 3 clusters Score -854993.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -854998.375000 Penalty: 4479.778809
	Iteration 19Q: 3 clusters Score -854998.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -855006.250000 Penalty: 4479.778809
	Iteration 20F: 3 clusters Score -855006.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -855013.437500 Penalty: 4479.778809
	Iteration 21Q: 3 clusters Score -855013.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -855015.687500 Penalty: 4479.778809
	Iteration 22Q: 3 clusters Score -855015.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -855017.437500 Penalty: 4479.778809
	Iteration 23Q: 3 clusters Score -855017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -855016.812500 Penalty: 4479.778809
	Iteration 24Q: 3 clusters Score -855016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -855018.500000 Penalty: 4479.778809
	Iteration 25Q: 3 clusters Score -855018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -855022.187500 Penalty: 4479.778809
	Iteration 26Q: 3 clusters Score -855022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -855022.437500 Penalty: 4479.778809
	Iteration 27Q: 3 clusters Score -855022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -855023.375000 Penalty: 4479.778809
	Iteration 28Q: 3 clusters Score -855023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -855023.812500 Penalty: 4479.778809
	Iteration 29Q: 3 clusters Score -855023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -855023.812500 Penalty: 4479.778809
	Iteration 30F: 3 clusters Score -855023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Entering Unmasked Estep 
Score: -14462054.000000 Penalty: 2917.061523
	Iteration 0F: 2 clusters Score -1.446205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -14376088.000000 Penalty: 5834.123047
	Iteration 0F: 3 clusters Score -1.437609e+07 nChanged 61179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -14411485.000000 Penalty: 5834.123047
	Iteration 1F: 3 clusters Score -1.441148e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -14412399.000000 Penalty: 5834.123047
	Iteration 2Q: 3 clusters Score -1.44124e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -14413646.000000 Penalty: 5834.123047
	Iteration 3Q: 3 clusters Score -1.441365e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -14415560.000000 Penalty: 5834.123047
	Iteration 4Q: 3 clusters Score -1.441556e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -14418806.000000 Penalty: 5834.123047
	Iteration 5F: 3 clusters Score -1.441881e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -14424580.000000 Penalty: 5834.123047
	Iteration 6F: 3 clusters Score -1.442458e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -14433301.000000 Penalty: 5834.123047
	Iteration 7F: 3 clusters Score -1.44333e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -14443355.000000 Penalty: 5834.123047
	Iteration 8F: 3 clusters Score -1.444336e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119236 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -14451329.000000 Penalty: 5834.123047
	Iteration 9F: 3 clusters Score -1.445133e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124331 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -14456178.000000 Penalty: 5834.123047
	Iteration 10Q: 3 clusters Score -1.445618e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -14458218.000000 Penalty: 5834.123047
	Iteration 11Q: 3 clusters Score -1.445822e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14458987.000000 Penalty: 5834.123047
	Iteration 12Q: 3 clusters Score -1.445899e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14459276.000000 Penalty: 5834.123047
	Iteration 13Q: 3 clusters Score -1.445928e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -14459399.000000 Penalty: 5834.123047
	Iteration 14Q: 3 clusters Score -1.44594e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127919 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -14459473.000000 Penalty: 5834.123047
	Iteration 15Q: 3 clusters Score -1.445947e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127939 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14459495.000000 Penalty: 5834.123047
	Iteration 16Q: 3 clusters Score -1.44595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127959 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14459518.000000 Penalty: 5834.123047
	Iteration 17Q: 3 clusters Score -1.445952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127966 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -14459536.000000 Penalty: 5834.123047
	Iteration 18Q: 3 clusters Score -1.445954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127976 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14459562.000000 Penalty: 5834.123047
	Iteration 19Q: 3 clusters Score -1.445956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127980 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14459559.000000 Penalty: 5834.123047
	Iteration 20F: 3 clusters Score -1.445956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127985 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14459563.000000 Penalty: 5834.123047
	Iteration 21Q: 3 clusters Score -1.445956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127987 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -14459560.000000 Penalty: 5834.123047
	Iteration 22Q: 3 clusters Score -1.445956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127992 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14459568.000000 Penalty: 5834.123047
	Iteration 23Q: 3 clusters Score -1.445957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14459582.000000 Penalty: 5834.123047
	Iteration 24Q: 3 clusters Score -1.445958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14459575.000000 Penalty: 5834.123047
	Iteration 25Q: 3 clusters Score -1.445958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14459581.000000 Penalty: 5834.123047
	Iteration 26Q: 3 clusters Score -1.445958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14459582.000000 Penalty: 5834.123047
	Iteration 27Q: 3 clusters Score -1.445958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14459582.000000 Penalty: 5834.123047
	Iteration 28F: 3 clusters Score -1.445958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Entering Unmasked Estep 
Score: -1073412.000000 Penalty: 2282.746826
	Iteration 0F: 2 clusters Score -1073412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1065856.625000 Penalty: 4565.493652
	Iteration 0F: 3 clusters Score -1065857 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1068020.750000 Penalty: 4565.493652
	Iteration 1F: 3 clusters Score -1068021 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1068326.000000 Penalty: 4565.493652
	Iteration 2F: 3 clusters Score -1068326 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1068573.500000 Penalty: 4565.493652
	Iteration 3Q: 3 clusters Score -1068574 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1068805.500000 Penalty: 4565.493652
	Iteration 4Q: 3 clusters Score -1068806 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1069038.750000 Penalty: 4565.493652
	Iteration 5Q: 3 clusters Score -1069039 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1069296.375000 Penalty: 4565.493652
	Iteration 6Q: 3 clusters Score -1069296 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1069553.875000 Penalty: 4565.493652
	Iteration 7Q: 3 clusters Score -1069554 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1069834.750000 Penalty: 4565.493652
	Iteration 8Q: 3 clusters Score -1069835 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1070120.125000 Penalty: 4565.493652
	Iteration 9Q: 3 clusters Score -1070120 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1070362.625000 Penalty: 4565.493652
	Iteration 10Q: 3 clusters Score -1070363 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1070562.500000 Penalty: 4565.493652
	Iteration 11Q: 3 clusters Score -1070562 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1070719.125000 Penalty: 4565.493652
	Iteration 12Q: 3 clusters Score -1070719 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1070818.125000 Penalty: 4565.493652
	Iteration 13Q: 3 clusters Score -1070818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1070895.125000 Penalty: 4565.493652
	Iteration 14Q: 3 clusters Score -1070895 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1070979.625000 Penalty: 4565.493652
	Iteration 15Q: 3 clusters Score -1070980 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1071108.500000 Penalty: 4565.493652
	Iteration 16Q: 3 clusters Score -1071108 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1071297.625000 Penalty: 4565.493652
	Iteration 17Q: 3 clusters Score -1071298 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1071491.250000 Penalty: 4565.493652
	Iteration 18Q: 3 clusters Score -1071491 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1071670.500000 Penalty: 4565.493652
	Iteration 19Q: 3 clusters Score -1071670 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1071804.750000 Penalty: 4565.493652
	Iteration 20F: 3 clusters Score -1071805 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1071909.875000 Penalty: 4565.493652
	Iteration 21Q: 3 clusters Score -1071910 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1071988.750000 Penalty: 4565.493652
	Iteration 22Q: 3 clusters Score -1071989 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1072038.625000 Penalty: 4565.493652
	Iteration 23Q: 3 clusters Score -1072039 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1072086.250000 Penalty: 4565.493652
	Iteration 24Q: 3 clusters Score -1072086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1072120.625000 Penalty: 4565.493652
	Iteration 25Q: 3 clusters Score -1072121 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1072156.125000 Penalty: 4565.493652
	Iteration 26Q: 3 clusters Score -1072156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1072194.000000 Penalty: 4565.493652
	Iteration 27Q: 3 clusters Score -1072194 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1072222.125000 Penalty: 4565.493652
	Iteration 28Q: 3 clusters Score -1072222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1072238.500000 Penalty: 4565.493652
	Iteration 29Q: 3 clusters Score -1072238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1072260.750000 Penalty: 4565.493652
	Iteration 30Q: 3 clusters Score -1072261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1072275.250000 Penalty: 4565.493652
	Iteration 31Q: 3 clusters Score -1072275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1072282.000000 Penalty: 4565.493652
	Iteration 32Q: 3 clusters Score -1072282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1072289.375000 Penalty: 4565.493652
	Iteration 33Q: 3 clusters Score -1072289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1072296.375000 Penalty: 4565.493652
	Iteration 34Q: 3 clusters Score -1072296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1072299.500000 Penalty: 4565.493652
	Iteration 35Q: 3 clusters Score -1072300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1072304.500000 Penalty: 4565.493652
	Iteration 36Q: 3 clusters Score -1072304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1072306.125000 Penalty: 4565.493652
	Iteration 37Q: 3 clusters Score -1072306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1072309.875000 Penalty: 4565.493652
	Iteration 38Q: 3 clusters Score -1072310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1072313.125000 Penalty: 4565.493652
	Iteration 39Q: 3 clusters Score -1072313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1072316.500000 Penalty: 4565.493652
	Iteration 40F: 3 clusters Score -1072316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1072315.000000 Penalty: 4565.493652
	Iteration 41Q: 3 clusters Score -1072315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1072315.750000 Penalty: 4565.493652
	Iteration 42Q: 3 clusters Score -1072316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1072316.000000 Penalty: 4565.493652
	Iteration 43Q: 3 clusters Score -1072316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1072316.500000 Penalty: 4565.493652
	Iteration 44Q: 3 clusters Score -1072316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1072317.500000 Penalty: 4565.493652
	Iteration 45Q: 3 clusters Score -1072318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1072317.500000 Penalty: 4565.493652
	Iteration 46Q: 3 clusters Score -1072318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1072318.375000 Penalty: 4565.493652
	Iteration 47Q: 3 clusters Score -1072318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1072317.000000 Penalty: 4565.493652
	Iteration 48Q: 3 clusters Score -1072317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1072317.875000 Penalty: 4565.493652
	Iteration 49Q: 3 clusters Score -1072318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1072319.375000 Penalty: 4565.493652
	Iteration 50Q: 3 clusters Score -1072319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1072319.625000 Penalty: 4565.493652
	Iteration 51Q: 3 clusters Score -1072320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1072319.625000 Penalty: 4565.493652
	Iteration 52F: 3 clusters Score -1072320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47979.800781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -47979.8 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 251 members 
Entering Unmasked Estep 
Score: -46511.218750 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -46511.22 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46670.214844 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46670.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46719.949219 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -46719.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46735.957031 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -46735.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46735.957031 Penalty: 3075.452393
	Iteration 4F: 3 clusters Score -46735.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Entering Unmasked Estep 
Score: -1510060.250000 Penalty: 2359.269043
	Iteration 0F: 2 clusters Score -1510060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1500172.500000 Penalty: 4718.538086
	Iteration 0F: 3 clusters Score -1500172 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1503512.250000 Penalty: 4718.538086
	Iteration 1F: 3 clusters Score -1503512 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1504154.250000 Penalty: 4718.538086
	Iteration 2F: 3 clusters Score -1504154 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1504732.875000 Penalty: 4718.538086
	Iteration 3F: 3 clusters Score -1504733 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1505399.750000 Penalty: 4718.538086
	Iteration 4F: 3 clusters Score -1505400 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1506029.750000 Penalty: 4718.538086
	Iteration 5F: 3 clusters Score -1506030 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1506612.375000 Penalty: 4718.538086
	Iteration 6F: 3 clusters Score -1506612 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1507134.750000 Penalty: 4718.538086
	Iteration 7F: 3 clusters Score -1507135 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1507561.250000 Penalty: 4718.538086
	Iteration 8Q: 3 clusters Score -1507561 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1507937.500000 Penalty: 4718.538086
	Iteration 9Q: 3 clusters Score -1507938 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1508204.875000 Penalty: 4718.538086
	Iteration 10Q: 3 clusters Score -1508205 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1508362.125000 Penalty: 4718.538086
	Iteration 11Q: 3 clusters Score -1508362 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1508462.750000 Penalty: 4718.538086
	Iteration 12Q: 3 clusters Score -1508463 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1508524.000000 Penalty: 4718.538086
	Iteration 13Q: 3 clusters Score -1508524 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1508571.250000 Penalty: 4718.538086
	Iteration 14Q: 3 clusters Score -1508571 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1508604.625000 Penalty: 4718.538086
	Iteration 15Q: 3 clusters Score -1508605 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1508629.625000 Penalty: 4718.538086
	Iteration 16Q: 3 clusters Score -1508630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1508642.375000 Penalty: 4718.538086
	Iteration 17Q: 3 clusters Score -1508642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1508651.125000 Penalty: 4718.538086
	Iteration 18Q: 3 clusters Score -1508651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1508654.500000 Penalty: 4718.538086
	Iteration 19Q: 3 clusters Score -1508654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1508661.000000 Penalty: 4718.538086
	Iteration 20F: 3 clusters Score -1508661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1508664.875000 Penalty: 4718.538086
	Iteration 21Q: 3 clusters Score -1508665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1508669.125000 Penalty: 4718.538086
	Iteration 22Q: 3 clusters Score -1508669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1508674.000000 Penalty: 4718.538086
	Iteration 23Q: 3 clusters Score -1508674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1508676.500000 Penalty: 4718.538086
	Iteration 24Q: 3 clusters Score -1508676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1508671.125000 Penalty: 4718.538086
	Iteration 25Q: 3 clusters Score -1508671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1508677.750000 Penalty: 4718.538086
	Iteration 26Q: 3 clusters Score -1508678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1508680.500000 Penalty: 4718.538086
	Iteration 27Q: 3 clusters Score -1508680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1508681.375000 Penalty: 4718.538086
	Iteration 28Q: 3 clusters Score -1508681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1508687.875000 Penalty: 4718.538086
	Iteration 29Q: 3 clusters Score -1508688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1508690.500000 Penalty: 4718.538086
	Iteration 30Q: 3 clusters Score -1508690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1508691.500000 Penalty: 4718.538086
	Iteration 31Q: 3 clusters Score -1508692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1508694.000000 Penalty: 4718.538086
	Iteration 32Q: 3 clusters Score -1508694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1508698.125000 Penalty: 4718.538086
	Iteration 33Q: 3 clusters Score -1508698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1508694.625000 Penalty: 4718.538086
	Iteration 34Q: 3 clusters Score -1508695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1508695.125000 Penalty: 4718.538086
	Iteration 35Q: 3 clusters Score -1508695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1508698.500000 Penalty: 4718.538086
	Iteration 36Q: 3 clusters Score -1508698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1508696.500000 Penalty: 4718.538086
	Iteration 37Q: 3 clusters Score -1508696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1508696.750000 Penalty: 4718.538086
	Iteration 38Q: 3 clusters Score -1508697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1508696.375000 Penalty: 4718.538086
	Iteration 39Q: 3 clusters Score -1508696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1508696.375000 Penalty: 4718.538086
	Iteration 40F: 3 clusters Score -1508696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Entering Unmasked Estep 
Score: -674507.687500 Penalty: 2155.820801
	Iteration 0F: 2 clusters Score -674507.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -669358.562500 Penalty: 4311.641602
	Iteration 0F: 3 clusters Score -669358.6 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -670724.250000 Penalty: 4311.641602
	Iteration 1F: 3 clusters Score -670724.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -670989.750000 Penalty: 4311.641602
	Iteration 2F: 3 clusters Score -670989.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -671160.312500 Penalty: 4311.641602
	Iteration 3F: 3 clusters Score -671160.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -671296.562500 Penalty: 4311.641602
	Iteration 4Q: 3 clusters Score -671296.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -671409.437500 Penalty: 4311.641602
	Iteration 5Q: 3 clusters Score -671409.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -671522.937500 Penalty: 4311.641602
	Iteration 6Q: 3 clusters Score -671522.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -671636.187500 Penalty: 4311.641602
	Iteration 7Q: 3 clusters Score -671636.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -671736.250000 Penalty: 4311.641602
	Iteration 8Q: 3 clusters Score -671736.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -671820.500000 Penalty: 4311.641602
	Iteration 9Q: 3 clusters Score -671820.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -671907.187500 Penalty: 4311.641602
	Iteration 10Q: 3 clusters Score -671907.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -671975.312500 Penalty: 4311.641602
	Iteration 11Q: 3 clusters Score -671975.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -672049.250000 Penalty: 4311.641602
	Iteration 12Q: 3 clusters Score -672049.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -672120.000000 Penalty: 4311.641602
	Iteration 13Q: 3 clusters Score -672120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -672184.000000 Penalty: 4311.641602
	Iteration 14Q: 3 clusters Score -672184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -672251.062500 Penalty: 4311.641602
	Iteration 15Q: 3 clusters Score -672251.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -672301.625000 Penalty: 4311.641602
	Iteration 16Q: 3 clusters Score -672301.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -672341.812500 Penalty: 4311.641602
	Iteration 17Q: 3 clusters Score -672341.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -672381.937500 Penalty: 4311.641602
	Iteration 18Q: 3 clusters Score -672381.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -672419.937500 Penalty: 4311.641602
	Iteration 19Q: 3 clusters Score -672419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -672450.812500 Penalty: 4311.641602
	Iteration 20F: 3 clusters Score -672450.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -672470.687500 Penalty: 4311.641602
	Iteration 21Q: 3 clusters Score -672470.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -672481.187500 Penalty: 4311.641602
	Iteration 22Q: 3 clusters Score -672481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -672491.500000 Penalty: 4311.641602
	Iteration 23Q: 3 clusters Score -672491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -672501.500000 Penalty: 4311.641602
	Iteration 24Q: 3 clusters Score -672501.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -672510.812500 Penalty: 4311.641602
	Iteration 25Q: 3 clusters Score -672510.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -672519.687500 Penalty: 4311.641602
	Iteration 26Q: 3 clusters Score -672519.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -672530.562500 Penalty: 4311.641602
	Iteration 27Q: 3 clusters Score -672530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -672539.312500 Penalty: 4311.641602
	Iteration 28Q: 3 clusters Score -672539.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -672545.312500 Penalty: 4311.641602
	Iteration 29Q: 3 clusters Score -672545.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -672550.437500 Penalty: 4311.641602
	Iteration 30Q: 3 clusters Score -672550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -672553.062500 Penalty: 4311.641602
	Iteration 31Q: 3 clusters Score -672553.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -672556.875000 Penalty: 4311.641602
	Iteration 32Q: 3 clusters Score -672556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -672559.687500 Penalty: 4311.641602
	Iteration 33Q: 3 clusters Score -672559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -672562.562500 Penalty: 4311.641602
	Iteration 34Q: 3 clusters Score -672562.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -672562.562500 Penalty: 4311.641602
	Iteration 35F: 3 clusters Score -672562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Entering Unmasked Estep 
Score: -1440487.625000 Penalty: 2353.279785
	Iteration 0F: 2 clusters Score -1440488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1430756.750000 Penalty: 4706.559570
	Iteration 0F: 3 clusters Score -1430757 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1434055.000000 Penalty: 4706.559570
	Iteration 1F: 3 clusters Score -1434055 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1434739.500000 Penalty: 4706.559570
	Iteration 2F: 3 clusters Score -1434740 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1435455.625000 Penalty: 4706.559570
	Iteration 3F: 3 clusters Score -1435456 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1436252.125000 Penalty: 4706.559570
	Iteration 4F: 3 clusters Score -1436252 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1436990.750000 Penalty: 4706.559570
	Iteration 5F: 3 clusters Score -1436991 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1437629.500000 Penalty: 4706.559570
	Iteration 6F: 3 clusters Score -1437630 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1438164.750000 Penalty: 4706.559570
	Iteration 7Q: 3 clusters Score -1438165 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1438585.625000 Penalty: 4706.559570
	Iteration 8Q: 3 clusters Score -1438586 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1438953.125000 Penalty: 4706.559570
	Iteration 9Q: 3 clusters Score -1438953 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1439226.750000 Penalty: 4706.559570
	Iteration 10Q: 3 clusters Score -1439227 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1439393.500000 Penalty: 4706.559570
	Iteration 11Q: 3 clusters Score -1439394 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1439510.125000 Penalty: 4706.559570
	Iteration 12Q: 3 clusters Score -1439510 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1439584.875000 Penalty: 4706.559570
	Iteration 13Q: 3 clusters Score -1439585 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1439633.625000 Penalty: 4706.559570
	Iteration 14Q: 3 clusters Score -1439634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1439659.750000 Penalty: 4706.559570
	Iteration 15Q: 3 clusters Score -1439660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1439681.250000 Penalty: 4706.559570
	Iteration 16Q: 3 clusters Score -1439681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1439698.875000 Penalty: 4706.559570
	Iteration 17Q: 3 clusters Score -1439699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1439707.125000 Penalty: 4706.559570
	Iteration 18Q: 3 clusters Score -1439707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1439714.000000 Penalty: 4706.559570
	Iteration 19Q: 3 clusters Score -1439714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1439714.250000 Penalty: 4706.559570
	Iteration 20F: 3 clusters Score -1439714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1439709.750000 Penalty: 4706.559570
	Iteration 21Q: 3 clusters Score -1439710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1439717.500000 Penalty: 4706.559570
	Iteration 22Q: 3 clusters Score -1439718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1439721.375000 Penalty: 4706.559570
	Iteration 23Q: 3 clusters Score -1439721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1439724.250000 Penalty: 4706.559570
	Iteration 24Q: 3 clusters Score -1439724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1439726.125000 Penalty: 4706.559570
	Iteration 25Q: 3 clusters Score -1439726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1439726.750000 Penalty: 4706.559570
	Iteration 26Q: 3 clusters Score -1439727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1439727.750000 Penalty: 4706.559570
	Iteration 27Q: 3 clusters Score -1439728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1439726.250000 Penalty: 4706.559570
	Iteration 28Q: 3 clusters Score -1439726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1439725.500000 Penalty: 4706.559570
	Iteration 29Q: 3 clusters Score -1439726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1439726.250000 Penalty: 4706.559570
	Iteration 30Q: 3 clusters Score -1439726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1439726.000000 Penalty: 4706.559570
	Iteration 31Q: 3 clusters Score -1439726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1439727.000000 Penalty: 4706.559570
	Iteration 32Q: 3 clusters Score -1439727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1439727.000000 Penalty: 4706.559570
	Iteration 33F: 3 clusters Score -1439727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -288901.750000 Penalty: 2000.963989
	Iteration 0F: 2 clusters Score -288901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -285581.593750 Penalty: 4001.927979
	Iteration 0F: 3 clusters Score -285581.6 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -286398.656250 Penalty: 4001.927979
	Iteration 1F: 3 clusters Score -286398.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -286656.750000 Penalty: 4001.927979
	Iteration 2F: 3 clusters Score -286656.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -286796.937500 Penalty: 4001.927979
	Iteration 3F: 3 clusters Score -286796.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -286911.968750 Penalty: 4001.927979
	Iteration 4Q: 3 clusters Score -286912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -286980.281250 Penalty: 4001.927979
	Iteration 5Q: 3 clusters Score -286980.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -287032.875000 Penalty: 4001.927979
	Iteration 6Q: 3 clusters Score -287032.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -287085.156250 Penalty: 4001.927979
	Iteration 7Q: 3 clusters Score -287085.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -287122.218750 Penalty: 4001.927979
	Iteration 8Q: 3 clusters Score -287122.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -287149.375000 Penalty: 4001.927979
	Iteration 9Q: 3 clusters Score -287149.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -287175.875000 Penalty: 4001.927979
	Iteration 10Q: 3 clusters Score -287175.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -287205.750000 Penalty: 4001.927979
	Iteration 11Q: 3 clusters Score -287205.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -287222.656250 Penalty: 4001.927979
	Iteration 12Q: 3 clusters Score -287222.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -287233.468750 Penalty: 4001.927979
	Iteration 13Q: 3 clusters Score -287233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -287239.968750 Penalty: 4001.927979
	Iteration 14Q: 3 clusters Score -287240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -287244.531250 Penalty: 4001.927979
	Iteration 15Q: 3 clusters Score -287244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -287247.781250 Penalty: 4001.927979
	Iteration 16Q: 3 clusters Score -287247.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -287254.093750 Penalty: 4001.927979
	Iteration 17Q: 3 clusters Score -287254.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -287266.062500 Penalty: 4001.927979
	Iteration 18Q: 3 clusters Score -287266.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -287272.968750 Penalty: 4001.927979
	Iteration 19Q: 3 clusters Score -287273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -287276.125000 Penalty: 4001.927979
	Iteration 20F: 3 clusters Score -287276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -287279.437500 Penalty: 4001.927979
	Iteration 21Q: 3 clusters Score -287279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -287282.000000 Penalty: 4001.927979
	Iteration 22Q: 3 clusters Score -287282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -287284.343750 Penalty: 4001.927979
	Iteration 23Q: 3 clusters Score -287284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -287287.562500 Penalty: 4001.927979
	Iteration 24Q: 3 clusters Score -287287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -287290.406250 Penalty: 4001.927979
	Iteration 25Q: 3 clusters Score -287290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -287294.562500 Penalty: 4001.927979
	Iteration 26Q: 3 clusters Score -287294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -287295.718750 Penalty: 4001.927979
	Iteration 27Q: 3 clusters Score -287295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -287297.031250 Penalty: 4001.927979
	Iteration 28Q: 3 clusters Score -287297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -287297.281250 Penalty: 4001.927979
	Iteration 29Q: 3 clusters Score -287297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -287298.781250 Penalty: 4001.927979
	Iteration 30Q: 3 clusters Score -287298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -287299.812500 Penalty: 4001.927979
	Iteration 31Q: 3 clusters Score -287299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -287300.562500 Penalty: 4001.927979
	Iteration 32Q: 3 clusters Score -287300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -287301.281250 Penalty: 4001.927979
	Iteration 33Q: 3 clusters Score -287301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -287302.906250 Penalty: 4001.927979
	Iteration 34Q: 3 clusters Score -287302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -287303.968750 Penalty: 4001.927979
	Iteration 35Q: 3 clusters Score -287304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -287305.312500 Penalty: 4001.927979
	Iteration 36Q: 3 clusters Score -287305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287305.937500 Penalty: 4001.927979
	Iteration 37Q: 3 clusters Score -287305.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287306.125000 Penalty: 4001.927979
	Iteration 38Q: 3 clusters Score -287306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287306.125000 Penalty: 4001.927979
	Iteration 39F: 3 clusters Score -287306.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Entering Unmasked Estep 
Score: -1734341.000000 Penalty: 2404.280273
	Iteration 0F: 2 clusters Score -1734341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1722797.250000 Penalty: 4808.560547
	Iteration 0F: 3 clusters Score -1722797 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1726559.750000 Penalty: 4808.560547
	Iteration 1F: 3 clusters Score -1726560 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1726980.750000 Penalty: 4808.560547
	Iteration 2F: 3 clusters Score -1726981 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1727290.250000 Penalty: 4808.560547
	Iteration 3Q: 3 clusters Score -1727290 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1727530.875000 Penalty: 4808.560547
	Iteration 4Q: 3 clusters Score -1727531 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1727704.750000 Penalty: 4808.560547
	Iteration 5Q: 3 clusters Score -1727705 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1727870.875000 Penalty: 4808.560547
	Iteration 6Q: 3 clusters Score -1727871 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1728007.500000 Penalty: 4808.560547
	Iteration 7Q: 3 clusters Score -1728008 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1728165.750000 Penalty: 4808.560547
	Iteration 8Q: 3 clusters Score -1728166 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1728349.375000 Penalty: 4808.560547
	Iteration 9Q: 3 clusters Score -1728349 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1728555.000000 Penalty: 4808.560547
	Iteration 10Q: 3 clusters Score -1728555 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1728761.875000 Penalty: 4808.560547
	Iteration 11Q: 3 clusters Score -1728762 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1728976.500000 Penalty: 4808.560547
	Iteration 12Q: 3 clusters Score -1728976 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1729169.500000 Penalty: 4808.560547
	Iteration 13Q: 3 clusters Score -1729170 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1729387.000000 Penalty: 4808.560547
	Iteration 14Q: 3 clusters Score -1729387 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1729600.375000 Penalty: 4808.560547
	Iteration 15Q: 3 clusters Score -1729600 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1729825.500000 Penalty: 4808.560547
	Iteration 16Q: 3 clusters Score -1729826 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1730076.000000 Penalty: 4808.560547
	Iteration 17Q: 3 clusters Score -1730076 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1730271.875000 Penalty: 4808.560547
	Iteration 18Q: 3 clusters Score -1730272 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1730463.375000 Penalty: 4808.560547
	Iteration 19Q: 3 clusters Score -1730463 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1730642.625000 Penalty: 4808.560547
	Iteration 20F: 3 clusters Score -1730643 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1730806.125000 Penalty: 4808.560547
	Iteration 21Q: 3 clusters Score -1730806 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1730969.000000 Penalty: 4808.560547
	Iteration 22Q: 3 clusters Score -1730969 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1731115.500000 Penalty: 4808.560547
	Iteration 23Q: 3 clusters Score -1731116 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1731282.500000 Penalty: 4808.560547
	Iteration 24Q: 3 clusters Score -1731282 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1731452.125000 Penalty: 4808.560547
	Iteration 25Q: 3 clusters Score -1731452 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1731634.625000 Penalty: 4808.560547
	Iteration 26Q: 3 clusters Score -1731635 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1731791.750000 Penalty: 4808.560547
	Iteration 27Q: 3 clusters Score -1731792 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1731939.375000 Penalty: 4808.560547
	Iteration 28Q: 3 clusters Score -1731939 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1732070.250000 Penalty: 4808.560547
	Iteration 29Q: 3 clusters Score -1732070 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1732156.875000 Penalty: 4808.560547
	Iteration 30Q: 3 clusters Score -1732157 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1732229.375000 Penalty: 4808.560547
	Iteration 31Q: 3 clusters Score -1732229 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1732286.000000 Penalty: 4808.560547
	Iteration 32Q: 3 clusters Score -1732286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1732323.250000 Penalty: 4808.560547
	Iteration 33Q: 3 clusters Score -1732323 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1732372.375000 Penalty: 4808.560547
	Iteration 34Q: 3 clusters Score -1732372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1732407.125000 Penalty: 4808.560547
	Iteration 35Q: 3 clusters Score -1732407 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1732444.625000 Penalty: 4808.560547
	Iteration 36Q: 3 clusters Score -1732445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1732478.875000 Penalty: 4808.560547
	Iteration 37Q: 3 clusters Score -1732479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1732497.500000 Penalty: 4808.560547
	Iteration 38Q: 3 clusters Score -1732498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1732514.750000 Penalty: 4808.560547
	Iteration 39Q: 3 clusters Score -1732515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1732538.125000 Penalty: 4808.560547
	Iteration 40F: 3 clusters Score -1732538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1732561.375000 Penalty: 4808.560547
	Iteration 41Q: 3 clusters Score -1732561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1732571.250000 Penalty: 4808.560547
	Iteration 42Q: 3 clusters Score -1732571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1732589.625000 Penalty: 4808.560547
	Iteration 43Q: 3 clusters Score -1732590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1732599.750000 Penalty: 4808.560547
	Iteration 44Q: 3 clusters Score -1732600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1732623.250000 Penalty: 4808.560547
	Iteration 45Q: 3 clusters Score -1732623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1732658.625000 Penalty: 4808.560547
	Iteration 46Q: 3 clusters Score -1732659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1732682.875000 Penalty: 4808.560547
	Iteration 47Q: 3 clusters Score -1732683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1732703.375000 Penalty: 4808.560547
	Iteration 48Q: 3 clusters Score -1732703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1732718.250000 Penalty: 4808.560547
	Iteration 49Q: 3 clusters Score -1732718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1732737.625000 Penalty: 4808.560547
	Iteration 50Q: 3 clusters Score -1732738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1732759.125000 Penalty: 4808.560547
	Iteration 51Q: 3 clusters Score -1732759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1732777.375000 Penalty: 4808.560547
	Iteration 52Q: 3 clusters Score -1732777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1732796.250000 Penalty: 4808.560547
	Iteration 53Q: 3 clusters Score -1732796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1732818.375000 Penalty: 4808.560547
	Iteration 54Q: 3 clusters Score -1732818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1732836.750000 Penalty: 4808.560547
	Iteration 55Q: 3 clusters Score -1732837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1732854.375000 Penalty: 4808.560547
	Iteration 56Q: 3 clusters Score -1732854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1732864.375000 Penalty: 4808.560547
	Iteration 57Q: 3 clusters Score -1732864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1732871.750000 Penalty: 4808.560547
	Iteration 58Q: 3 clusters Score -1732872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1732880.000000 Penalty: 4808.560547
	Iteration 59Q: 3 clusters Score -1732880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1732885.875000 Penalty: 4808.560547
	Iteration 60F: 3 clusters Score -1732886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1732891.250000 Penalty: 4808.560547
	Iteration 61Q: 3 clusters Score -1732891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1732890.625000 Penalty: 4808.560547
	Iteration 62Q: 3 clusters Score -1732891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1732890.625000 Penalty: 4808.560547
	Iteration 63Q: 3 clusters Score -1732891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1732892.500000 Penalty: 4808.560547
	Iteration 64Q: 3 clusters Score -1732892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1732895.625000 Penalty: 4808.560547
	Iteration 65Q: 3 clusters Score -1732896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1732896.250000 Penalty: 4808.560547
	Iteration 66Q: 3 clusters Score -1732896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1732899.625000 Penalty: 4808.560547
	Iteration 67Q: 3 clusters Score -1732900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1732901.625000 Penalty: 4808.560547
	Iteration 68Q: 3 clusters Score -1732902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1732904.875000 Penalty: 4808.560547
	Iteration 69Q: 3 clusters Score -1732905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1732906.875000 Penalty: 4808.560547
	Iteration 70Q: 3 clusters Score -1732907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1732905.750000 Penalty: 4808.560547
	Iteration 71Q: 3 clusters Score -1732906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1732906.875000 Penalty: 4808.560547
	Iteration 72Q: 3 clusters Score -1732907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1732908.375000 Penalty: 4808.560547
	Iteration 73Q: 3 clusters Score -1732908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1732906.500000 Penalty: 4808.560547
	Iteration 74Q: 3 clusters Score -1732906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1732906.750000 Penalty: 4808.560547
	Iteration 75Q: 3 clusters Score -1732907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1732906.625000 Penalty: 4808.560547
	Iteration 76Q: 3 clusters Score -1732907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1732906.625000 Penalty: 4808.560547
	Iteration 77F: 3 clusters Score -1732907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Entering Unmasked Estep 
Score: -875463.187500 Penalty: 2233.370850
	Iteration 0F: 2 clusters Score -875463.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -868970.250000 Penalty: 4466.741699
	Iteration 0F: 3 clusters Score -868970.2 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -870725.312500 Penalty: 4466.741699
	Iteration 1F: 3 clusters Score -870725.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -871022.312500 Penalty: 4466.741699
	Iteration 2F: 3 clusters Score -871022.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -871215.062500 Penalty: 4466.741699
	Iteration 3F: 3 clusters Score -871215.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -871358.500000 Penalty: 4466.741699
	Iteration 4Q: 3 clusters Score -871358.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -871507.437500 Penalty: 4466.741699
	Iteration 5Q: 3 clusters Score -871507.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -871675.062500 Penalty: 4466.741699
	Iteration 6Q: 3 clusters Score -871675.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -871853.062500 Penalty: 4466.741699
	Iteration 7Q: 3 clusters Score -871853.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -872045.125000 Penalty: 4466.741699
	Iteration 8Q: 3 clusters Score -872045.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -872272.437500 Penalty: 4466.741699
	Iteration 9Q: 3 clusters Score -872272.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -872521.500000 Penalty: 4466.741699
	Iteration 10Q: 3 clusters Score -872521.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -872799.750000 Penalty: 4466.741699
	Iteration 11Q: 3 clusters Score -872799.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -873102.125000 Penalty: 4466.741699
	Iteration 12Q: 3 clusters Score -873102.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -873419.500000 Penalty: 4466.741699
	Iteration 13Q: 3 clusters Score -873419.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -873648.625000 Penalty: 4466.741699
	Iteration 14Q: 3 clusters Score -873648.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -873865.812500 Penalty: 4466.741699
	Iteration 15Q: 3 clusters Score -873865.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -874142.000000 Penalty: 4466.741699
	Iteration 16Q: 3 clusters Score -874142 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -874414.187500 Penalty: 4466.741699
	Iteration 17Q: 3 clusters Score -874414.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -874534.625000 Penalty: 4466.741699
	Iteration 18Q: 3 clusters Score -874534.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -874582.312500 Penalty: 4466.741699
	Iteration 19Q: 3 clusters Score -874582.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -874598.000000 Penalty: 4466.741699
	Iteration 20F: 3 clusters Score -874598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -874603.687500 Penalty: 4466.741699
	Iteration 21Q: 3 clusters Score -874603.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -874609.437500 Penalty: 4466.741699
	Iteration 22Q: 3 clusters Score -874609.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -874613.875000 Penalty: 4466.741699
	Iteration 23Q: 3 clusters Score -874613.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -874618.562500 Penalty: 4466.741699
	Iteration 24Q: 3 clusters Score -874618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -874621.187500 Penalty: 4466.741699
	Iteration 25Q: 3 clusters Score -874621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -874620.375000 Penalty: 4466.741699
	Iteration 26Q: 3 clusters Score -874620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -874622.187500 Penalty: 4466.741699
	Iteration 27Q: 3 clusters Score -874622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -874624.875000 Penalty: 4466.741699
	Iteration 28Q: 3 clusters Score -874624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -874627.062500 Penalty: 4466.741699
	Iteration 29Q: 3 clusters Score -874627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -874626.500000 Penalty: 4466.741699
	Iteration 30Q: 3 clusters Score -874626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -874625.437500 Penalty: 4466.741699
	Iteration 31Q: 3 clusters Score -874625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -874622.812500 Penalty: 4466.741699
	Iteration 32Q: 3 clusters Score -874622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -874622.812500 Penalty: 4466.741699
	Iteration 33F: 3 clusters Score -874622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Entering Unmasked Estep 
Score: -903913.625000 Penalty: 2237.326416
	Iteration 0F: 2 clusters Score -903913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -897323.250000 Penalty: 4474.652832
	Iteration 0F: 3 clusters Score -897323.2 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -899142.000000 Penalty: 4474.652832
	Iteration 1F: 3 clusters Score -899142 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -899449.312500 Penalty: 4474.652832
	Iteration 2F: 3 clusters Score -899449.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -899637.625000 Penalty: 4474.652832
	Iteration 3F: 3 clusters Score -899637.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -899748.875000 Penalty: 4474.652832
	Iteration 4Q: 3 clusters Score -899748.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -899822.625000 Penalty: 4474.652832
	Iteration 5Q: 3 clusters Score -899822.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -899889.375000 Penalty: 4474.652832
	Iteration 6Q: 3 clusters Score -899889.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -899956.687500 Penalty: 4474.652832
	Iteration 7Q: 3 clusters Score -899956.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -900028.687500 Penalty: 4474.652832
	Iteration 8Q: 3 clusters Score -900028.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -900109.000000 Penalty: 4474.652832
	Iteration 9Q: 3 clusters Score -900109 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -900192.937500 Penalty: 4474.652832
	Iteration 10Q: 3 clusters Score -900192.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -900280.187500 Penalty: 4474.652832
	Iteration 11Q: 3 clusters Score -900280.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -900365.500000 Penalty: 4474.652832
	Iteration 12Q: 3 clusters Score -900365.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -900438.625000 Penalty: 4474.652832
	Iteration 13Q: 3 clusters Score -900438.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -900498.625000 Penalty: 4474.652832
	Iteration 14Q: 3 clusters Score -900498.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -900549.937500 Penalty: 4474.652832
	Iteration 15Q: 3 clusters Score -900549.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -900600.687500 Penalty: 4474.652832
	Iteration 16Q: 3 clusters Score -900600.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -900649.625000 Penalty: 4474.652832
	Iteration 17Q: 3 clusters Score -900649.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -900701.937500 Penalty: 4474.652832
	Iteration 18Q: 3 clusters Score -900701.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -900750.250000 Penalty: 4474.652832
	Iteration 19Q: 3 clusters Score -900750.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -900790.250000 Penalty: 4474.652832
	Iteration 20F: 3 clusters Score -900790.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -900838.375000 Penalty: 4474.652832
	Iteration 21Q: 3 clusters Score -900838.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -900883.125000 Penalty: 4474.652832
	Iteration 22Q: 3 clusters Score -900883.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -900930.875000 Penalty: 4474.652832
	Iteration 23Q: 3 clusters Score -900930.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -900976.187500 Penalty: 4474.652832
	Iteration 24Q: 3 clusters Score -900976.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -901017.687500 Penalty: 4474.652832
	Iteration 25Q: 3 clusters Score -901017.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -901069.562500 Penalty: 4474.652832
	Iteration 26Q: 3 clusters Score -901069.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -901132.375000 Penalty: 4474.652832
	Iteration 27Q: 3 clusters Score -901132.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -901201.437500 Penalty: 4474.652832
	Iteration 28Q: 3 clusters Score -901201.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -901262.437500 Penalty: 4474.652832
	Iteration 29Q: 3 clusters Score -901262.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -901322.687500 Penalty: 4474.652832
	Iteration 30Q: 3 clusters Score -901322.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -901384.250000 Penalty: 4474.652832
	Iteration 31Q: 3 clusters Score -901384.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -901433.375000 Penalty: 4474.652832
	Iteration 32Q: 3 clusters Score -901433.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -901479.062500 Penalty: 4474.652832
	Iteration 33Q: 3 clusters Score -901479.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -901519.562500 Penalty: 4474.652832
	Iteration 34Q: 3 clusters Score -901519.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -901558.812500 Penalty: 4474.652832
	Iteration 35Q: 3 clusters Score -901558.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -901595.062500 Penalty: 4474.652832
	Iteration 36Q: 3 clusters Score -901595.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -901638.250000 Penalty: 4474.652832
	Iteration 37Q: 3 clusters Score -901638.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -901677.375000 Penalty: 4474.652832
	Iteration 38Q: 3 clusters Score -901677.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -901726.187500 Penalty: 4474.652832
	Iteration 39Q: 3 clusters Score -901726.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -901768.625000 Penalty: 4474.652832
	Iteration 40F: 3 clusters Score -901768.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -901809.875000 Penalty: 4474.652832
	Iteration 41Q: 3 clusters Score -901809.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -901857.000000 Penalty: 4474.652832
	Iteration 42Q: 3 clusters Score -901857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -901920.437500 Penalty: 4474.652832
	Iteration 43Q: 3 clusters Score -901920.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -901972.812500 Penalty: 4474.652832
	Iteration 44Q: 3 clusters Score -901972.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -902016.750000 Penalty: 4474.652832
	Iteration 45Q: 3 clusters Score -902016.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -902041.437500 Penalty: 4474.652832
	Iteration 46Q: 3 clusters Score -902041.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -902060.437500 Penalty: 4474.652832
	Iteration 47Q: 3 clusters Score -902060.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -902072.062500 Penalty: 4474.652832
	Iteration 48Q: 3 clusters Score -902072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -902080.187500 Penalty: 4474.652832
	Iteration 49Q: 3 clusters Score -902080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -902087.875000 Penalty: 4474.652832
	Iteration 50Q: 3 clusters Score -902087.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -902094.937500 Penalty: 4474.652832
	Iteration 51Q: 3 clusters Score -902094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -902099.500000 Penalty: 4474.652832
	Iteration 52Q: 3 clusters Score -902099.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -902104.562500 Penalty: 4474.652832
	Iteration 53Q: 3 clusters Score -902104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -902106.437500 Penalty: 4474.652832
	Iteration 54Q: 3 clusters Score -902106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -902107.625000 Penalty: 4474.652832
	Iteration 55Q: 3 clusters Score -902107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -902108.625000 Penalty: 4474.652832
	Iteration 56Q: 3 clusters Score -902108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -902108.687500 Penalty: 4474.652832
	Iteration 57Q: 3 clusters Score -902108.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -902108.687500 Penalty: 4474.652832
	Iteration 58F: 3 clusters Score -902108.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Entering Unmasked Estep 
Score: -2821195.000000 Penalty: 2508.400391
	Iteration 0F: 2 clusters Score -2821195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2803919.500000 Penalty: 5016.800781
	Iteration 0F: 3 clusters Score -2803920 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2810119.250000 Penalty: 5016.800781
	Iteration 1F: 3 clusters Score -2810119 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2810617.500000 Penalty: 5016.800781
	Iteration 2F: 3 clusters Score -2810618 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2811125.250000 Penalty: 5016.800781
	Iteration 3Q: 3 clusters Score -2811125 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2811752.500000 Penalty: 5016.800781
	Iteration 4F: 3 clusters Score -2811752 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2812474.750000 Penalty: 5016.800781
	Iteration 5F: 3 clusters Score -2812475 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2813380.500000 Penalty: 5016.800781
	Iteration 6F: 3 clusters Score -2813380 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2814434.250000 Penalty: 5016.800781
	Iteration 7F: 3 clusters Score -2814434 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2815483.750000 Penalty: 5016.800781
	Iteration 8F: 3 clusters Score -2815484 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2816369.000000 Penalty: 5016.800781
	Iteration 9F: 3 clusters Score -2816369 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2817067.250000 Penalty: 5016.800781
	Iteration 10Q: 3 clusters Score -2817067 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2817598.000000 Penalty: 5016.800781
	Iteration 11Q: 3 clusters Score -2817598 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2818015.000000 Penalty: 5016.800781
	Iteration 12Q: 3 clusters Score -2818015 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2818329.250000 Penalty: 5016.800781
	Iteration 13Q: 3 clusters Score -2818329 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2818560.750000 Penalty: 5016.800781
	Iteration 14Q: 3 clusters Score -2818561 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2818778.750000 Penalty: 5016.800781
	Iteration 15Q: 3 clusters Score -2818779 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2818975.000000 Penalty: 5016.800781
	Iteration 16Q: 3 clusters Score -2818975 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2819169.250000 Penalty: 5016.800781
	Iteration 17Q: 3 clusters Score -2819169 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2819438.750000 Penalty: 5016.800781
	Iteration 18Q: 3 clusters Score -2819439 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2819750.250000 Penalty: 5016.800781
	Iteration 19Q: 3 clusters Score -2819750 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2820081.000000 Penalty: 5016.800781
	Iteration 20F: 3 clusters Score -2820081 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2820379.750000 Penalty: 5016.800781
	Iteration 21Q: 3 clusters Score -2820380 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2820556.750000 Penalty: 5016.800781
	Iteration 22Q: 3 clusters Score -2820557 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2820649.250000 Penalty: 5016.800781
	Iteration 23Q: 3 clusters Score -2820649 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2820701.250000 Penalty: 5016.800781
	Iteration 24Q: 3 clusters Score -2820701 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2820729.000000 Penalty: 5016.800781
	Iteration 25Q: 3 clusters Score -2820729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2820741.250000 Penalty: 5016.800781
	Iteration 26Q: 3 clusters Score -2820741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2820770.000000 Penalty: 5016.800781
	Iteration 27Q: 3 clusters Score -2820770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2820784.250000 Penalty: 5016.800781
	Iteration 28Q: 3 clusters Score -2820784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2820785.750000 Penalty: 5016.800781
	Iteration 29Q: 3 clusters Score -2820786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2820790.000000 Penalty: 5016.800781
	Iteration 30Q: 3 clusters Score -2820790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2820788.250000 Penalty: 5016.800781
	Iteration 31Q: 3 clusters Score -2820788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2820794.000000 Penalty: 5016.800781
	Iteration 32Q: 3 clusters Score -2820794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2820790.500000 Penalty: 5016.800781
	Iteration 33Q: 3 clusters Score -2820790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2820803.250000 Penalty: 5016.800781
	Iteration 34Q: 3 clusters Score -2820803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2820802.250000 Penalty: 5016.800781
	Iteration 35Q: 3 clusters Score -2820802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2820804.000000 Penalty: 5016.800781
	Iteration 36Q: 3 clusters Score -2820804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2820800.250000 Penalty: 5016.800781
	Iteration 37Q: 3 clusters Score -2820800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2820800.750000 Penalty: 5016.800781
	Iteration 38Q: 3 clusters Score -2820801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2820803.250000 Penalty: 5016.800781
	Iteration 39Q: 3 clusters Score -2820803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2820807.500000 Penalty: 5016.800781
	Iteration 40F: 3 clusters Score -2820808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2820812.250000 Penalty: 5016.800781
	Iteration 41Q: 3 clusters Score -2820812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2820811.500000 Penalty: 5016.800781
	Iteration 42Q: 3 clusters Score -2820812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2820812.500000 Penalty: 5016.800781
	Iteration 43Q: 3 clusters Score -2820812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2820814.750000 Penalty: 5016.800781
	Iteration 44Q: 3 clusters Score -2820815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2820814.250000 Penalty: 5016.800781
	Iteration 45Q: 3 clusters Score -2820814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2820813.250000 Penalty: 5016.800781
	Iteration 46Q: 3 clusters Score -2820813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2820813.250000 Penalty: 5016.800781
	Iteration 47F: 3 clusters Score -2820813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Entering Unmasked Estep 
Score: -5142245.000000 Penalty: 2659.943115
	Iteration 0F: 2 clusters Score -5142245 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 22692 members 
Entering Unmasked Estep 
Score: -5111468.500000 Penalty: 5319.886230
	Iteration 0F: 3 clusters Score -5111468 nChanged 20921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -5123397.500000 Penalty: 5319.886230
	Iteration 1F: 3 clusters Score -5123398 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -5124492.000000 Penalty: 5319.886230
	Iteration 2F: 3 clusters Score -5124492 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5126185.000000 Penalty: 5319.886230
	Iteration 3F: 3 clusters Score -5126185 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5128275.000000 Penalty: 5319.886230
	Iteration 4F: 3 clusters Score -5128275 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -5130628.000000 Penalty: 5319.886230
	Iteration 5F: 3 clusters Score -5130628 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -5132736.500000 Penalty: 5319.886230
	Iteration 6F: 3 clusters Score -5132736 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -5134118.000000 Penalty: 5319.886230
	Iteration 7F: 3 clusters Score -5134118 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5135052.000000 Penalty: 5319.886230
	Iteration 8Q: 3 clusters Score -5135052 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -5135537.000000 Penalty: 5319.886230
	Iteration 9Q: 3 clusters Score -5135537 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -5135916.500000 Penalty: 5319.886230
	Iteration 10Q: 3 clusters Score -5135916 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -5136230.000000 Penalty: 5319.886230
	Iteration 11Q: 3 clusters Score -5136230 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -5136622.000000 Penalty: 5319.886230
	Iteration 12Q: 3 clusters Score -5136622 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -5137149.500000 Penalty: 5319.886230
	Iteration 13Q: 3 clusters Score -5137150 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -5137732.000000 Penalty: 5319.886230
	Iteration 14Q: 3 clusters Score -5137732 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -5138359.000000 Penalty: 5319.886230
	Iteration 15Q: 3 clusters Score -5138359 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -5138936.000000 Penalty: 5319.886230
	Iteration 16Q: 3 clusters Score -5138936 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5139306.000000 Penalty: 5319.886230
	Iteration 17Q: 3 clusters Score -5139306 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -5139615.500000 Penalty: 5319.886230
	Iteration 18Q: 3 clusters Score -5139616 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -5139844.500000 Penalty: 5319.886230
	Iteration 19Q: 3 clusters Score -5139844 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -5140036.000000 Penalty: 5319.886230
	Iteration 20F: 3 clusters Score -5140036 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -5140168.500000 Penalty: 5319.886230
	Iteration 21Q: 3 clusters Score -5140168 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -5140258.000000 Penalty: 5319.886230
	Iteration 22Q: 3 clusters Score -5140258 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -5140339.500000 Penalty: 5319.886230
	Iteration 23Q: 3 clusters Score -5140340 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -5140433.500000 Penalty: 5319.886230
	Iteration 24Q: 3 clusters Score -5140434 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -5140478.000000 Penalty: 5319.886230
	Iteration 25Q: 3 clusters Score -5140478 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5140512.500000 Penalty: 5319.886230
	Iteration 26Q: 3 clusters Score -5140512 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5140549.500000 Penalty: 5319.886230
	Iteration 27Q: 3 clusters Score -5140550 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5140596.500000 Penalty: 5319.886230
	Iteration 28Q: 3 clusters Score -5140596 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -5140655.000000 Penalty: 5319.886230
	Iteration 29Q: 3 clusters Score -5140655 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -5140665.500000 Penalty: 5319.886230
	Iteration 30Q: 3 clusters Score -5140666 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5140694.500000 Penalty: 5319.886230
	Iteration 31Q: 3 clusters Score -5140694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -5140742.000000 Penalty: 5319.886230
	Iteration 32Q: 3 clusters Score -5140742 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -5140762.500000 Penalty: 5319.886230
	Iteration 33Q: 3 clusters Score -5140762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -5140769.500000 Penalty: 5319.886230
	Iteration 34Q: 3 clusters Score -5140770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -5140782.000000 Penalty: 5319.886230
	Iteration 35Q: 3 clusters Score -5140782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -5140803.000000 Penalty: 5319.886230
	Iteration 36Q: 3 clusters Score -5140803 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -5140799.500000 Penalty: 5319.886230
	Iteration 37Q: 3 clusters Score -5140800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -5140794.500000 Penalty: 5319.886230
	Iteration 38Q: 3 clusters Score -5140794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -5140803.500000 Penalty: 5319.886230
	Iteration 39Q: 3 clusters Score -5140804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5140799.000000 Penalty: 5319.886230
	Iteration 40F: 3 clusters Score -5140799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -5140801.000000 Penalty: 5319.886230
	Iteration 41Q: 3 clusters Score -5140801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -5140798.500000 Penalty: 5319.886230
	Iteration 42Q: 3 clusters Score -5140798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -5140807.500000 Penalty: 5319.886230
	Iteration 43Q: 3 clusters Score -5140808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -5140800.500000 Penalty: 5319.886230
	Iteration 44Q: 3 clusters Score -5140800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -5140800.000000 Penalty: 5319.886230
	Iteration 45Q: 3 clusters Score -5140800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -5140819.000000 Penalty: 5319.886230
	Iteration 46Q: 3 clusters Score -5140819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5140813.000000 Penalty: 5319.886230
	Iteration 47Q: 3 clusters Score -5140813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -5140821.000000 Penalty: 5319.886230
	Iteration 48Q: 3 clusters Score -5140821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -5140817.000000 Penalty: 5319.886230
	Iteration 49Q: 3 clusters Score -5140817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5140828.000000 Penalty: 5319.886230
	Iteration 50Q: 3 clusters Score -5140828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -5140828.500000 Penalty: 5319.886230
	Iteration 51Q: 3 clusters Score -5140828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -5140835.000000 Penalty: 5319.886230
	Iteration 52Q: 3 clusters Score -5140835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -5140838.500000 Penalty: 5319.886230
	Iteration 53Q: 3 clusters Score -5140838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5140837.500000 Penalty: 5319.886230
	Iteration 54Q: 3 clusters Score -5140838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -5140837.000000 Penalty: 5319.886230
	Iteration 55Q: 3 clusters Score -5140837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -5140837.000000 Penalty: 5319.886230
	Iteration 56F: 3 clusters Score -5140837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Entering Unmasked Estep 
Score: -1258528.250000 Penalty: 2329.421631
	Iteration 0F: 2 clusters Score -1258528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1249609.625000 Penalty: 4658.843262
	Iteration 0F: 3 clusters Score -1249610 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1252435.375000 Penalty: 4658.843262
	Iteration 1F: 3 clusters Score -1252435 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1252968.750000 Penalty: 4658.843262
	Iteration 2F: 3 clusters Score -1252969 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1253446.125000 Penalty: 4658.843262
	Iteration 3F: 3 clusters Score -1253446 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1253946.000000 Penalty: 4658.843262
	Iteration 4F: 3 clusters Score -1253946 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1254396.500000 Penalty: 4658.843262
	Iteration 5F: 3 clusters Score -1254396 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1254809.375000 Penalty: 4658.843262
	Iteration 6F: 3 clusters Score -1254809 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1255226.500000 Penalty: 4658.843262
	Iteration 7F: 3 clusters Score -1255226 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1255623.375000 Penalty: 4658.843262
	Iteration 8Q: 3 clusters Score -1255623 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1255991.750000 Penalty: 4658.843262
	Iteration 9Q: 3 clusters Score -1255992 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1256294.000000 Penalty: 4658.843262
	Iteration 10Q: 3 clusters Score -1256294 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1256533.125000 Penalty: 4658.843262
	Iteration 11Q: 3 clusters Score -1256533 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1256727.500000 Penalty: 4658.843262
	Iteration 12Q: 3 clusters Score -1256728 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1256880.625000 Penalty: 4658.843262
	Iteration 13Q: 3 clusters Score -1256881 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1257008.375000 Penalty: 4658.843262
	Iteration 14Q: 3 clusters Score -1257008 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1257143.500000 Penalty: 4658.843262
	Iteration 15Q: 3 clusters Score -1257144 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1257287.875000 Penalty: 4658.843262
	Iteration 16Q: 3 clusters Score -1257288 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1257399.500000 Penalty: 4658.843262
	Iteration 17Q: 3 clusters Score -1257400 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1257505.750000 Penalty: 4658.843262
	Iteration 18Q: 3 clusters Score -1257506 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1257590.875000 Penalty: 4658.843262
	Iteration 19Q: 3 clusters Score -1257591 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1257679.125000 Penalty: 4658.843262
	Iteration 20F: 3 clusters Score -1257679 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1257755.500000 Penalty: 4658.843262
	Iteration 21Q: 3 clusters Score -1257756 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1257827.375000 Penalty: 4658.843262
	Iteration 22Q: 3 clusters Score -1257827 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1257873.875000 Penalty: 4658.843262
	Iteration 23Q: 3 clusters Score -1257874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1257914.000000 Penalty: 4658.843262
	Iteration 24Q: 3 clusters Score -1257914 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1257940.625000 Penalty: 4658.843262
	Iteration 25Q: 3 clusters Score -1257941 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1257964.250000 Penalty: 4658.843262
	Iteration 26Q: 3 clusters Score -1257964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1257973.750000 Penalty: 4658.843262
	Iteration 27Q: 3 clusters Score -1257974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1257980.500000 Penalty: 4658.843262
	Iteration 28Q: 3 clusters Score -1257980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1257983.875000 Penalty: 4658.843262
	Iteration 29Q: 3 clusters Score -1257984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1257991.250000 Penalty: 4658.843262
	Iteration 30Q: 3 clusters Score -1257991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1257993.625000 Penalty: 4658.843262
	Iteration 31Q: 3 clusters Score -1257994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1257999.625000 Penalty: 4658.843262
	Iteration 32Q: 3 clusters Score -1258000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1257997.625000 Penalty: 4658.843262
	Iteration 33Q: 3 clusters Score -1257998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1258001.375000 Penalty: 4658.843262
	Iteration 34Q: 3 clusters Score -1258001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1258001.875000 Penalty: 4658.843262
	Iteration 35Q: 3 clusters Score -1258002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1258003.875000 Penalty: 4658.843262
	Iteration 36Q: 3 clusters Score -1258004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1258002.500000 Penalty: 4658.843262
	Iteration 37Q: 3 clusters Score -1258002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1258002.875000 Penalty: 4658.843262
	Iteration 38Q: 3 clusters Score -1258003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1258003.000000 Penalty: 4658.843262
	Iteration 39Q: 3 clusters Score -1258003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1258007.875000 Penalty: 4658.843262
	Iteration 40F: 3 clusters Score -1258008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Entering Unmasked Estep 
Score: -1193506.875000 Penalty: 2304.190674
	Iteration 0F: 2 clusters Score -1193507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1185299.125000 Penalty: 4608.381348
	Iteration 0F: 3 clusters Score -1185299 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1187614.000000 Penalty: 4608.381348
	Iteration 1F: 3 clusters Score -1187614 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1187895.500000 Penalty: 4608.381348
	Iteration 2F: 3 clusters Score -1187896 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1188091.125000 Penalty: 4608.381348
	Iteration 3Q: 3 clusters Score -1188091 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1188255.750000 Penalty: 4608.381348
	Iteration 4Q: 3 clusters Score -1188256 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1188408.750000 Penalty: 4608.381348
	Iteration 5Q: 3 clusters Score -1188409 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1188555.000000 Penalty: 4608.381348
	Iteration 6Q: 3 clusters Score -1188555 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1188696.250000 Penalty: 4608.381348
	Iteration 7Q: 3 clusters Score -1188696 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1188863.125000 Penalty: 4608.381348
	Iteration 8Q: 3 clusters Score -1188863 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1189048.125000 Penalty: 4608.381348
	Iteration 9Q: 3 clusters Score -1189048 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1189284.125000 Penalty: 4608.381348
	Iteration 10Q: 3 clusters Score -1189284 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1189604.125000 Penalty: 4608.381348
	Iteration 11Q: 3 clusters Score -1189604 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1190044.875000 Penalty: 4608.381348
	Iteration 12F: 3 clusters Score -1190045 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1190560.750000 Penalty: 4608.381348
	Iteration 13F: 3 clusters Score -1190561 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1191126.375000 Penalty: 4608.381348
	Iteration 14Q: 3 clusters Score -1191126 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1191620.250000 Penalty: 4608.381348
	Iteration 15Q: 3 clusters Score -1191620 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1191884.625000 Penalty: 4608.381348
	Iteration 16Q: 3 clusters Score -1191885 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1192035.000000 Penalty: 4608.381348
	Iteration 17Q: 3 clusters Score -1192035 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1192118.625000 Penalty: 4608.381348
	Iteration 18Q: 3 clusters Score -1192119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1192155.375000 Penalty: 4608.381348
	Iteration 19Q: 3 clusters Score -1192155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1192193.250000 Penalty: 4608.381348
	Iteration 20F: 3 clusters Score -1192193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1192216.125000 Penalty: 4608.381348
	Iteration 21Q: 3 clusters Score -1192216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1192233.000000 Penalty: 4608.381348
	Iteration 22Q: 3 clusters Score -1192233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1192237.250000 Penalty: 4608.381348
	Iteration 23Q: 3 clusters Score -1192237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1192243.500000 Penalty: 4608.381348
	Iteration 24Q: 3 clusters Score -1192244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1192251.500000 Penalty: 4608.381348
	Iteration 25Q: 3 clusters Score -1192252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1192251.000000 Penalty: 4608.381348
	Iteration 26Q: 3 clusters Score -1192251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1192252.750000 Penalty: 4608.381348
	Iteration 27Q: 3 clusters Score -1192253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1192252.750000 Penalty: 4608.381348
	Iteration 28F: 3 clusters Score -1192253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Entering Unmasked Estep 
Score: -1024932.000000 Penalty: 2273.600830
	Iteration 0F: 2 clusters Score -1024932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1017461.750000 Penalty: 4547.201660
	Iteration 0F: 3 clusters Score -1017462 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1019778.875000 Penalty: 4547.201660
	Iteration 1F: 3 clusters Score -1019779 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1020132.437500 Penalty: 4547.201660
	Iteration 2F: 3 clusters Score -1020132 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1020420.250000 Penalty: 4547.201660
	Iteration 3F: 3 clusters Score -1020420 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1020729.687500 Penalty: 4547.201660
	Iteration 4Q: 3 clusters Score -1020730 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1021079.562500 Penalty: 4547.201660
	Iteration 5Q: 3 clusters Score -1021080 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1021486.937500 Penalty: 4547.201660
	Iteration 6F: 3 clusters Score -1021487 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1021958.500000 Penalty: 4547.201660
	Iteration 7F: 3 clusters Score -1021958 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1022434.625000 Penalty: 4547.201660
	Iteration 8F: 3 clusters Score -1022435 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1022917.250000 Penalty: 4547.201660
	Iteration 9F: 3 clusters Score -1022917 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1023313.625000 Penalty: 4547.201660
	Iteration 10Q: 3 clusters Score -1023314 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1023592.312500 Penalty: 4547.201660
	Iteration 11Q: 3 clusters Score -1023592 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1023752.375000 Penalty: 4547.201660
	Iteration 12Q: 3 clusters Score -1023752 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1023871.375000 Penalty: 4547.201660
	Iteration 13Q: 3 clusters Score -1023871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1023942.875000 Penalty: 4547.201660
	Iteration 14Q: 3 clusters Score -1023943 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1023995.500000 Penalty: 4547.201660
	Iteration 15Q: 3 clusters Score -1023996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1024027.000000 Penalty: 4547.201660
	Iteration 16Q: 3 clusters Score -1024027 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1024051.000000 Penalty: 4547.201660
	Iteration 17Q: 3 clusters Score -1024051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1024063.625000 Penalty: 4547.201660
	Iteration 18Q: 3 clusters Score -1024064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1024082.312500 Penalty: 4547.201660
	Iteration 19Q: 3 clusters Score -1024082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1024097.062500 Penalty: 4547.201660
	Iteration 20F: 3 clusters Score -1024097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1024109.187500 Penalty: 4547.201660
	Iteration 21Q: 3 clusters Score -1024109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1024120.562500 Penalty: 4547.201660
	Iteration 22Q: 3 clusters Score -1024121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1024125.562500 Penalty: 4547.201660
	Iteration 23Q: 3 clusters Score -1024126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1024125.687500 Penalty: 4547.201660
	Iteration 24Q: 3 clusters Score -1024126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1024129.937500 Penalty: 4547.201660
	Iteration 25Q: 3 clusters Score -1024130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1024135.125000 Penalty: 4547.201660
	Iteration 26Q: 3 clusters Score -1024135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1024134.687500 Penalty: 4547.201660
	Iteration 27Q: 3 clusters Score -1024135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1024136.750000 Penalty: 4547.201660
	Iteration 28Q: 3 clusters Score -1024137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1024137.625000 Penalty: 4547.201660
	Iteration 29Q: 3 clusters Score -1024138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1024138.562500 Penalty: 4547.201660
	Iteration 30Q: 3 clusters Score -1024139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1024139.812500 Penalty: 4547.201660
	Iteration 31Q: 3 clusters Score -1024140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1024140.062500 Penalty: 4547.201660
	Iteration 32Q: 3 clusters Score -1024140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1024140.937500 Penalty: 4547.201660
	Iteration 33Q: 3 clusters Score -1024141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1024139.562500 Penalty: 4547.201660
	Iteration 34Q: 3 clusters Score -1024140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1024137.437500 Penalty: 4547.201660
	Iteration 35Q: 3 clusters Score -1024137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1024138.437500 Penalty: 4547.201660
	Iteration 36Q: 3 clusters Score -1024138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1024138.625000 Penalty: 4547.201660
	Iteration 37Q: 3 clusters Score -1024139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1024138.625000 Penalty: 4547.201660
	Iteration 38F: 3 clusters Score -1024139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -140454.578125 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -140454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138211.890625 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -138211.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -138612.281250 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -138612.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138727.953125 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -138728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138823.781250 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -138823.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138933.234375 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -138933.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -139038.765625 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -139038.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -139108.390625 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -139108.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139173.921875 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -139173.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139226.296875 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -139226.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139285.500000 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -139285.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139337.515625 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -139337.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139379.187500 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -139379.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -139415.265625 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -139415.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -139456.296875 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -139456.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139486.328125 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -139486.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139524.218750 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -139524.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -139546.953125 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -139547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139578.875000 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -139578.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139593.671875 Penalty: 3607.454102
	Iteration 18Q: 3 clusters Score -139593.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -139598.750000 Penalty: 3607.454102
	Iteration 19Q: 3 clusters Score -139598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139602.375000 Penalty: 3607.454102
	Iteration 20F: 3 clusters Score -139602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -139607.734375 Penalty: 3607.454102
	Iteration 21Q: 3 clusters Score -139607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -139609.093750 Penalty: 3607.454102
	Iteration 22Q: 3 clusters Score -139609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -139612.578125 Penalty: 3607.454102
	Iteration 23Q: 3 clusters Score -139612.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -139618.109375 Penalty: 3607.454102
	Iteration 24Q: 3 clusters Score -139618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139623.343750 Penalty: 3607.454102
	Iteration 25Q: 3 clusters Score -139623.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139630.015625 Penalty: 3607.454102
	Iteration 26Q: 3 clusters Score -139630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139633.437500 Penalty: 3607.454102
	Iteration 27Q: 3 clusters Score -139633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139634.453125 Penalty: 3607.454102
	Iteration 28Q: 3 clusters Score -139634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139634.453125 Penalty: 3607.454102
	Iteration 29F: 3 clusters Score -139634.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Entering Unmasked Estep 
Score: -1284702.625000 Penalty: 2334.433105
	Iteration 0F: 2 clusters Score -1284703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1275609.125000 Penalty: 4668.866211
	Iteration 0F: 3 clusters Score -1275609 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1278444.875000 Penalty: 4668.866211
	Iteration 1F: 3 clusters Score -1278445 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1278868.500000 Penalty: 4668.866211
	Iteration 2F: 3 clusters Score -1278868 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1279255.000000 Penalty: 4668.866211
	Iteration 3F: 3 clusters Score -1279255 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1279630.500000 Penalty: 4668.866211
	Iteration 4F: 3 clusters Score -1279630 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1279992.625000 Penalty: 4668.866211
	Iteration 5F: 3 clusters Score -1279993 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1280355.375000 Penalty: 4668.866211
	Iteration 6Q: 3 clusters Score -1280355 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1280705.000000 Penalty: 4668.866211
	Iteration 7Q: 3 clusters Score -1280705 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1280976.250000 Penalty: 4668.866211
	Iteration 8Q: 3 clusters Score -1280976 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1281195.625000 Penalty: 4668.866211
	Iteration 9Q: 3 clusters Score -1281196 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1281385.625000 Penalty: 4668.866211
	Iteration 10Q: 3 clusters Score -1281386 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1281546.125000 Penalty: 4668.866211
	Iteration 11Q: 3 clusters Score -1281546 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1281696.375000 Penalty: 4668.866211
	Iteration 12Q: 3 clusters Score -1281696 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1281810.375000 Penalty: 4668.866211
	Iteration 13Q: 3 clusters Score -1281810 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1281906.375000 Penalty: 4668.866211
	Iteration 14Q: 3 clusters Score -1281906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1281987.875000 Penalty: 4668.866211
	Iteration 15Q: 3 clusters Score -1281988 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1282061.500000 Penalty: 4668.866211
	Iteration 16Q: 3 clusters Score -1282062 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1282127.750000 Penalty: 4668.866211
	Iteration 17Q: 3 clusters Score -1282128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1282181.375000 Penalty: 4668.866211
	Iteration 18Q: 3 clusters Score -1282181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1282233.500000 Penalty: 4668.866211
	Iteration 19Q: 3 clusters Score -1282234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1282273.125000 Penalty: 4668.866211
	Iteration 20F: 3 clusters Score -1282273 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1282307.375000 Penalty: 4668.866211
	Iteration 21Q: 3 clusters Score -1282307 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1282350.625000 Penalty: 4668.866211
	Iteration 22Q: 3 clusters Score -1282351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1282388.750000 Penalty: 4668.866211
	Iteration 23Q: 3 clusters Score -1282389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1282430.250000 Penalty: 4668.866211
	Iteration 24Q: 3 clusters Score -1282430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1282446.875000 Penalty: 4668.866211
	Iteration 25Q: 3 clusters Score -1282447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1282467.500000 Penalty: 4668.866211
	Iteration 26Q: 3 clusters Score -1282468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1282485.750000 Penalty: 4668.866211
	Iteration 27Q: 3 clusters Score -1282486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1282502.500000 Penalty: 4668.866211
	Iteration 28Q: 3 clusters Score -1282502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1282517.250000 Penalty: 4668.866211
	Iteration 29Q: 3 clusters Score -1282517 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1282544.875000 Penalty: 4668.866211
	Iteration 30Q: 3 clusters Score -1282545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1282568.875000 Penalty: 4668.866211
	Iteration 31Q: 3 clusters Score -1282569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1282584.750000 Penalty: 4668.866211
	Iteration 32Q: 3 clusters Score -1282585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1282604.625000 Penalty: 4668.866211
	Iteration 33Q: 3 clusters Score -1282605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1282624.250000 Penalty: 4668.866211
	Iteration 34Q: 3 clusters Score -1282624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1282653.000000 Penalty: 4668.866211
	Iteration 35Q: 3 clusters Score -1282653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1282670.500000 Penalty: 4668.866211
	Iteration 36Q: 3 clusters Score -1282670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1282685.500000 Penalty: 4668.866211
	Iteration 37Q: 3 clusters Score -1282686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1282690.125000 Penalty: 4668.866211
	Iteration 38Q: 3 clusters Score -1282690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1282696.125000 Penalty: 4668.866211
	Iteration 39Q: 3 clusters Score -1282696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1282699.250000 Penalty: 4668.866211
	Iteration 40F: 3 clusters Score -1282699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1282703.375000 Penalty: 4668.866211
	Iteration 41Q: 3 clusters Score -1282703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1282703.000000 Penalty: 4668.866211
	Iteration 42Q: 3 clusters Score -1282703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1282706.625000 Penalty: 4668.866211
	Iteration 43Q: 3 clusters Score -1282707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1282707.000000 Penalty: 4668.866211
	Iteration 44Q: 3 clusters Score -1282707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1282708.375000 Penalty: 4668.866211
	Iteration 45Q: 3 clusters Score -1282708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1282709.500000 Penalty: 4668.866211
	Iteration 46Q: 3 clusters Score -1282710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1282713.375000 Penalty: 4668.866211
	Iteration 47Q: 3 clusters Score -1282713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1282711.250000 Penalty: 4668.866211
	Iteration 48Q: 3 clusters Score -1282711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1282712.625000 Penalty: 4668.866211
	Iteration 49Q: 3 clusters Score -1282713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1282712.625000 Penalty: 4668.866211
	Iteration 50F: 3 clusters Score -1282713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -626543.625000 Penalty: 2152.005127
	Iteration 0F: 2 clusters Score -626543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -621462.500000 Penalty: 4304.010254
	Iteration 0F: 3 clusters Score -621462.5 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -622735.937500 Penalty: 4304.010254
	Iteration 1F: 3 clusters Score -622735.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -623006.437500 Penalty: 4304.010254
	Iteration 2F: 3 clusters Score -623006.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -623188.062500 Penalty: 4304.010254
	Iteration 3F: 3 clusters Score -623188.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -623343.062500 Penalty: 4304.010254
	Iteration 4Q: 3 clusters Score -623343.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -623521.312500 Penalty: 4304.010254
	Iteration 5Q: 3 clusters Score -623521.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -623723.375000 Penalty: 4304.010254
	Iteration 6Q: 3 clusters Score -623723.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -623921.687500 Penalty: 4304.010254
	Iteration 7Q: 3 clusters Score -623921.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -624134.687500 Penalty: 4304.010254
	Iteration 8Q: 3 clusters Score -624134.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -624344.062500 Penalty: 4304.010254
	Iteration 9Q: 3 clusters Score -624344.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -624487.625000 Penalty: 4304.010254
	Iteration 10Q: 3 clusters Score -624487.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -624584.500000 Penalty: 4304.010254
	Iteration 11Q: 3 clusters Score -624584.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -624648.437500 Penalty: 4304.010254
	Iteration 12Q: 3 clusters Score -624648.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -624693.687500 Penalty: 4304.010254
	Iteration 13Q: 3 clusters Score -624693.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -624729.312500 Penalty: 4304.010254
	Iteration 14Q: 3 clusters Score -624729.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -624755.500000 Penalty: 4304.010254
	Iteration 15Q: 3 clusters Score -624755.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -624778.687500 Penalty: 4304.010254
	Iteration 16Q: 3 clusters Score -624778.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -624796.562500 Penalty: 4304.010254
	Iteration 17Q: 3 clusters Score -624796.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -624810.437500 Penalty: 4304.010254
	Iteration 18Q: 3 clusters Score -624810.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -624819.812500 Penalty: 4304.010254
	Iteration 19Q: 3 clusters Score -624819.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -624827.625000 Penalty: 4304.010254
	Iteration 20F: 3 clusters Score -624827.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -624832.375000 Penalty: 4304.010254
	Iteration 21Q: 3 clusters Score -624832.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -624837.375000 Penalty: 4304.010254
	Iteration 22Q: 3 clusters Score -624837.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -624841.375000 Penalty: 4304.010254
	Iteration 23Q: 3 clusters Score -624841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -624843.750000 Penalty: 4304.010254
	Iteration 24Q: 3 clusters Score -624843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -624845.687500 Penalty: 4304.010254
	Iteration 25Q: 3 clusters Score -624845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -624846.937500 Penalty: 4304.010254
	Iteration 26Q: 3 clusters Score -624846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -624846.500000 Penalty: 4304.010254
	Iteration 27Q: 3 clusters Score -624846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -624847.000000 Penalty: 4304.010254
	Iteration 28Q: 3 clusters Score -624847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -624847.000000 Penalty: 4304.010254
	Iteration 29F: 3 clusters Score -624847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -74416.421875 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -74416.42 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 362 members 
Entering Unmasked Estep 
Score: -72739.820312 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -72739.82 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72959.046875 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -72959.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73015.718750 Penalty: 3250.750977
	Iteration 2Q: 3 clusters Score -73015.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73049.242188 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -73049.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73096.539062 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -73096.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73125.593750 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -73125.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73142.062500 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -73142.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73153.125000 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -73153.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73158.976562 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -73158.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73161.382812 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -73161.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73161.382812 Penalty: 3250.750977
	Iteration 10F: 3 clusters Score -73161.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -125118.367188 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -125118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -123067.140625 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -123067.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123359.343750 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -123359.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -123432.882812 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -123432.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -123466.992188 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -123467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123485.687500 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -123485.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -123495.718750 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -123495.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123505.679688 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -123505.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123511.734375 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -123511.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -123519.046875 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -123519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123521.117188 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -123521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -123523.257812 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -123523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -123525.773438 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -123525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -123527.453125 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -123527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123529.132812 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -123529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123530.226562 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -123530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123531.546875 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -123531.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123531.546875 Penalty: 3498.578369
	Iteration 16F: 3 clusters Score -123531.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -344319.187500 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -344319.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -341079.312500 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -341079.3 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -341780.593750 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -341780.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -341955.343750 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -341955.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -342059.375000 Penalty: 3976.584473
	Iteration 3Q: 3 clusters Score -342059.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -342125.156250 Penalty: 3976.584473
	Iteration 4Q: 3 clusters Score -342125.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -342181.843750 Penalty: 3976.584473
	Iteration 5Q: 3 clusters Score -342181.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -342225.781250 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -342225.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342259.812500 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -342259.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -342290.187500 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -342290.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -342306.406250 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -342306.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -342317.843750 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -342317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -342324.343750 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -342324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -342327.250000 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -342327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -342331.718750 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -342331.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342336.468750 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -342336.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -342344.875000 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -342344.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -342352.437500 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -342352.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342358.406250 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -342358.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342363.531250 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -342363.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -342367.843750 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -342367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -342370.343750 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -342370.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -342373.875000 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -342373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -342377.968750 Penalty: 3976.584473
	Iteration 22Q: 3 clusters Score -342378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -342382.093750 Penalty: 3976.584473
	Iteration 23Q: 3 clusters Score -342382.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -342388.656250 Penalty: 3976.584473
	Iteration 24Q: 3 clusters Score -342388.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -342392.250000 Penalty: 3976.584473
	Iteration 25Q: 3 clusters Score -342392.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342395.406250 Penalty: 3976.584473
	Iteration 26Q: 3 clusters Score -342395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -342399.281250 Penalty: 3976.584473
	Iteration 27Q: 3 clusters Score -342399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342403.500000 Penalty: 3976.584473
	Iteration 28Q: 3 clusters Score -342403.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -342407.625000 Penalty: 3976.584473
	Iteration 29Q: 3 clusters Score -342407.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -342411.375000 Penalty: 3976.584473
	Iteration 30Q: 3 clusters Score -342411.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -342417.937500 Penalty: 3976.584473
	Iteration 31Q: 3 clusters Score -342417.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342423.218750 Penalty: 3976.584473
	Iteration 32Q: 3 clusters Score -342423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -342426.781250 Penalty: 3976.584473
	Iteration 33Q: 3 clusters Score -342426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -342431.062500 Penalty: 3976.584473
	Iteration 34Q: 3 clusters Score -342431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -342433.156250 Penalty: 3976.584473
	Iteration 35Q: 3 clusters Score -342433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -342434.500000 Penalty: 3976.584473
	Iteration 36Q: 3 clusters Score -342434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -342434.812500 Penalty: 3976.584473
	Iteration 37Q: 3 clusters Score -342434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -342435.531250 Penalty: 3976.584473
	Iteration 38Q: 3 clusters Score -342435.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -342437.468750 Penalty: 3976.584473
	Iteration 39Q: 3 clusters Score -342437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -342437.531250 Penalty: 3976.584473
	Iteration 40F: 3 clusters Score -342437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -342438.531250 Penalty: 3976.584473
	Iteration 41Q: 3 clusters Score -342438.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -342438.531250 Penalty: 3976.584473
	Iteration 42F: 3 clusters Score -342438.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -524674.062500 Penalty: 2121.656738
	Iteration 0F: 2 clusters Score -524674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -520077.593750 Penalty: 4243.313477
	Iteration 0F: 3 clusters Score -520077.6 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -521223.968750 Penalty: 4243.313477
	Iteration 1F: 3 clusters Score -521224 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -521584.000000 Penalty: 4243.313477
	Iteration 2F: 3 clusters Score -521584 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -521919.437500 Penalty: 4243.313477
	Iteration 3F: 3 clusters Score -521919.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -522196.343750 Penalty: 4243.313477
	Iteration 4F: 3 clusters Score -522196.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -522405.468750 Penalty: 4243.313477
	Iteration 5F: 3 clusters Score -522405.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -522598.343750 Penalty: 4243.313477
	Iteration 6Q: 3 clusters Score -522598.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -522748.375000 Penalty: 4243.313477
	Iteration 7Q: 3 clusters Score -522748.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -522896.968750 Penalty: 4243.313477
	Iteration 8Q: 3 clusters Score -522897 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -523010.093750 Penalty: 4243.313477
	Iteration 9Q: 3 clusters Score -523010.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -523113.937500 Penalty: 4243.313477
	Iteration 10Q: 3 clusters Score -523113.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -523201.031250 Penalty: 4243.313477
	Iteration 11Q: 3 clusters Score -523201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -523258.937500 Penalty: 4243.313477
	Iteration 12Q: 3 clusters Score -523258.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -523300.343750 Penalty: 4243.313477
	Iteration 13Q: 3 clusters Score -523300.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -523330.781250 Penalty: 4243.313477
	Iteration 14Q: 3 clusters Score -523330.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -523349.718750 Penalty: 4243.313477
	Iteration 15Q: 3 clusters Score -523349.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -523371.250000 Penalty: 4243.313477
	Iteration 16Q: 3 clusters Score -523371.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -523382.781250 Penalty: 4243.313477
	Iteration 17Q: 3 clusters Score -523382.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -523392.343750 Penalty: 4243.313477
	Iteration 18Q: 3 clusters Score -523392.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -523397.125000 Penalty: 4243.313477
	Iteration 19Q: 3 clusters Score -523397.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -523400.625000 Penalty: 4243.313477
	Iteration 20F: 3 clusters Score -523400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -523404.187500 Penalty: 4243.313477
	Iteration 21Q: 3 clusters Score -523404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -523407.593750 Penalty: 4243.313477
	Iteration 22Q: 3 clusters Score -523407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -523410.687500 Penalty: 4243.313477
	Iteration 23Q: 3 clusters Score -523410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -523413.000000 Penalty: 4243.313477
	Iteration 24Q: 3 clusters Score -523413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -523412.937500 Penalty: 4243.313477
	Iteration 25Q: 3 clusters Score -523412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -523412.937500 Penalty: 4243.313477
	Iteration 26F: 3 clusters Score -523412.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Entering Unmasked Estep 
Score: -1550030.500000 Penalty: 2366.206055
	Iteration 0F: 2 clusters Score -1550030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1539809.125000 Penalty: 4732.412109
	Iteration 0F: 3 clusters Score -1539809 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1542999.500000 Penalty: 4732.412109
	Iteration 1F: 3 clusters Score -1543000 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1543415.125000 Penalty: 4732.412109
	Iteration 2F: 3 clusters Score -1543415 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1543769.500000 Penalty: 4732.412109
	Iteration 3F: 3 clusters Score -1543770 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1544077.250000 Penalty: 4732.412109
	Iteration 4Q: 3 clusters Score -1544077 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1544358.750000 Penalty: 4732.412109
	Iteration 5Q: 3 clusters Score -1544359 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1544610.375000 Penalty: 4732.412109
	Iteration 6Q: 3 clusters Score -1544610 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1544869.250000 Penalty: 4732.412109
	Iteration 7Q: 3 clusters Score -1544869 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1545107.500000 Penalty: 4732.412109
	Iteration 8Q: 3 clusters Score -1545108 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1545315.625000 Penalty: 4732.412109
	Iteration 9Q: 3 clusters Score -1545316 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1545500.750000 Penalty: 4732.412109
	Iteration 10Q: 3 clusters Score -1545501 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1545664.875000 Penalty: 4732.412109
	Iteration 11Q: 3 clusters Score -1545665 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1545806.625000 Penalty: 4732.412109
	Iteration 12Q: 3 clusters Score -1545807 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1545909.500000 Penalty: 4732.412109
	Iteration 13Q: 3 clusters Score -1545910 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1545993.125000 Penalty: 4732.412109
	Iteration 14Q: 3 clusters Score -1545993 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1546065.500000 Penalty: 4732.412109
	Iteration 15Q: 3 clusters Score -1546066 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1546144.875000 Penalty: 4732.412109
	Iteration 16Q: 3 clusters Score -1546145 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1546198.000000 Penalty: 4732.412109
	Iteration 17Q: 3 clusters Score -1546198 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1546244.125000 Penalty: 4732.412109
	Iteration 18Q: 3 clusters Score -1546244 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1546297.375000 Penalty: 4732.412109
	Iteration 19Q: 3 clusters Score -1546297 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1546346.500000 Penalty: 4732.412109
	Iteration 20F: 3 clusters Score -1546346 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1546397.500000 Penalty: 4732.412109
	Iteration 21Q: 3 clusters Score -1546398 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1546440.000000 Penalty: 4732.412109
	Iteration 22Q: 3 clusters Score -1546440 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1546479.500000 Penalty: 4732.412109
	Iteration 23Q: 3 clusters Score -1546480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1546517.000000 Penalty: 4732.412109
	Iteration 24Q: 3 clusters Score -1546517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1546558.750000 Penalty: 4732.412109
	Iteration 25Q: 3 clusters Score -1546559 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1546602.750000 Penalty: 4732.412109
	Iteration 26Q: 3 clusters Score -1546603 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1546645.625000 Penalty: 4732.412109
	Iteration 27Q: 3 clusters Score -1546646 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1546680.500000 Penalty: 4732.412109
	Iteration 28Q: 3 clusters Score -1546680 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1546706.375000 Penalty: 4732.412109
	Iteration 29Q: 3 clusters Score -1546706 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1546726.000000 Penalty: 4732.412109
	Iteration 30Q: 3 clusters Score -1546726 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1546754.000000 Penalty: 4732.412109
	Iteration 31Q: 3 clusters Score -1546754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1546774.875000 Penalty: 4732.412109
	Iteration 32Q: 3 clusters Score -1546775 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1546797.250000 Penalty: 4732.412109
	Iteration 33Q: 3 clusters Score -1546797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1546814.750000 Penalty: 4732.412109
	Iteration 34Q: 3 clusters Score -1546815 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1546844.750000 Penalty: 4732.412109
	Iteration 35Q: 3 clusters Score -1546845 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1546871.000000 Penalty: 4732.412109
	Iteration 36Q: 3 clusters Score -1546871 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1546902.250000 Penalty: 4732.412109
	Iteration 37Q: 3 clusters Score -1546902 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1546944.625000 Penalty: 4732.412109
	Iteration 38Q: 3 clusters Score -1546945 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1546987.125000 Penalty: 4732.412109
	Iteration 39Q: 3 clusters Score -1546987 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1547038.000000 Penalty: 4732.412109
	Iteration 40F: 3 clusters Score -1547038 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1547101.375000 Penalty: 4732.412109
	Iteration 41Q: 3 clusters Score -1547101 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1547159.875000 Penalty: 4732.412109
	Iteration 42Q: 3 clusters Score -1547160 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1547222.500000 Penalty: 4732.412109
	Iteration 43Q: 3 clusters Score -1547222 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1547306.000000 Penalty: 4732.412109
	Iteration 44Q: 3 clusters Score -1547306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1547398.750000 Penalty: 4732.412109
	Iteration 45Q: 3 clusters Score -1547399 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1547497.875000 Penalty: 4732.412109
	Iteration 46Q: 3 clusters Score -1547498 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1547582.125000 Penalty: 4732.412109
	Iteration 47Q: 3 clusters Score -1547582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1547637.125000 Penalty: 4732.412109
	Iteration 48Q: 3 clusters Score -1547637 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1547689.000000 Penalty: 4732.412109
	Iteration 49Q: 3 clusters Score -1547689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1547733.250000 Penalty: 4732.412109
	Iteration 50Q: 3 clusters Score -1547733 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1547768.500000 Penalty: 4732.412109
	Iteration 51Q: 3 clusters Score -1547768 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1547810.125000 Penalty: 4732.412109
	Iteration 52Q: 3 clusters Score -1547810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1547847.625000 Penalty: 4732.412109
	Iteration 53Q: 3 clusters Score -1547848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1547876.000000 Penalty: 4732.412109
	Iteration 54Q: 3 clusters Score -1547876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1547911.000000 Penalty: 4732.412109
	Iteration 55Q: 3 clusters Score -1547911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1547935.000000 Penalty: 4732.412109
	Iteration 56Q: 3 clusters Score -1547935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1547954.875000 Penalty: 4732.412109
	Iteration 57Q: 3 clusters Score -1547955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1547970.375000 Penalty: 4732.412109
	Iteration 58Q: 3 clusters Score -1547970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1547977.375000 Penalty: 4732.412109
	Iteration 59Q: 3 clusters Score -1547977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1547986.750000 Penalty: 4732.412109
	Iteration 60F: 3 clusters Score -1547987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1547996.250000 Penalty: 4732.412109
	Iteration 61Q: 3 clusters Score -1547996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1547998.625000 Penalty: 4732.412109
	Iteration 62Q: 3 clusters Score -1547999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1548001.750000 Penalty: 4732.412109
	Iteration 63Q: 3 clusters Score -1548002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1548005.500000 Penalty: 4732.412109
	Iteration 64Q: 3 clusters Score -1548006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1548009.250000 Penalty: 4732.412109
	Iteration 65Q: 3 clusters Score -1548009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1548009.625000 Penalty: 4732.412109
	Iteration 66Q: 3 clusters Score -1548010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1548010.125000 Penalty: 4732.412109
	Iteration 67Q: 3 clusters Score -1548010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1548012.750000 Penalty: 4732.412109
	Iteration 68Q: 3 clusters Score -1548013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1548014.000000 Penalty: 4732.412109
	Iteration 69Q: 3 clusters Score -1548014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1548016.000000 Penalty: 4732.412109
	Iteration 70Q: 3 clusters Score -1548016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1548016.000000 Penalty: 4732.412109
	Iteration 71Q: 3 clusters Score -1548016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1548018.750000 Penalty: 4732.412109
	Iteration 72Q: 3 clusters Score -1548019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1548023.875000 Penalty: 4732.412109
	Iteration 73Q: 3 clusters Score -1548024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1548025.000000 Penalty: 4732.412109
	Iteration 74Q: 3 clusters Score -1548025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1548025.000000 Penalty: 4732.412109
	Iteration 75Q: 3 clusters Score -1548025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1548025.875000 Penalty: 4732.412109
	Iteration 76Q: 3 clusters Score -1548026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1548031.375000 Penalty: 4732.412109
	Iteration 77Q: 3 clusters Score -1548031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1548032.000000 Penalty: 4732.412109
	Iteration 78Q: 3 clusters Score -1548032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1548031.250000 Penalty: 4732.412109
	Iteration 79Q: 3 clusters Score -1548031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1548032.375000 Penalty: 4732.412109
	Iteration 80F: 3 clusters Score -1548032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1548033.500000 Penalty: 4732.412109
	Iteration 81Q: 3 clusters Score -1548034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1548033.125000 Penalty: 4732.412109
	Iteration 82Q: 3 clusters Score -1548033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1548034.625000 Penalty: 4732.412109
	Iteration 83Q: 3 clusters Score -1548035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1548035.000000 Penalty: 4732.412109
	Iteration 84Q: 3 clusters Score -1548035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1548035.000000 Penalty: 4732.412109
	Iteration 85F: 3 clusters Score -1548035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Entering Unmasked Estep 
Score: -2575233.000000 Penalty: 2509.052246
	Iteration 0F: 2 clusters Score -2575233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2558025.750000 Penalty: 5018.104492
	Iteration 0F: 3 clusters Score -2558026 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2564168.750000 Penalty: 5018.104492
	Iteration 1F: 3 clusters Score -2564169 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2565013.250000 Penalty: 5018.104492
	Iteration 2F: 3 clusters Score -2565013 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2566063.750000 Penalty: 5018.104492
	Iteration 3F: 3 clusters Score -2566064 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2567233.000000 Penalty: 5018.104492
	Iteration 4F: 3 clusters Score -2567233 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2568405.500000 Penalty: 5018.104492
	Iteration 5F: 3 clusters Score -2568406 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2569421.250000 Penalty: 5018.104492
	Iteration 6F: 3 clusters Score -2569421 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2570176.500000 Penalty: 5018.104492
	Iteration 7F: 3 clusters Score -2570176 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2570768.500000 Penalty: 5018.104492
	Iteration 8Q: 3 clusters Score -2570768 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2571233.000000 Penalty: 5018.104492
	Iteration 9Q: 3 clusters Score -2571233 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2571758.250000 Penalty: 5018.104492
	Iteration 10Q: 3 clusters Score -2571758 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2572240.000000 Penalty: 5018.104492
	Iteration 11Q: 3 clusters Score -2572240 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2572630.500000 Penalty: 5018.104492
	Iteration 12Q: 3 clusters Score -2572630 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2572929.750000 Penalty: 5018.104492
	Iteration 13Q: 3 clusters Score -2572930 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2573148.250000 Penalty: 5018.104492
	Iteration 14Q: 3 clusters Score -2573148 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2573302.500000 Penalty: 5018.104492
	Iteration 15Q: 3 clusters Score -2573302 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2573443.000000 Penalty: 5018.104492
	Iteration 16Q: 3 clusters Score -2573443 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2573574.000000 Penalty: 5018.104492
	Iteration 17Q: 3 clusters Score -2573574 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2573674.500000 Penalty: 5018.104492
	Iteration 18Q: 3 clusters Score -2573674 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2573759.250000 Penalty: 5018.104492
	Iteration 19Q: 3 clusters Score -2573759 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2573824.250000 Penalty: 5018.104492
	Iteration 20F: 3 clusters Score -2573824 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2573893.000000 Penalty: 5018.104492
	Iteration 21Q: 3 clusters Score -2573893 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2573964.000000 Penalty: 5018.104492
	Iteration 22Q: 3 clusters Score -2573964 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2574044.000000 Penalty: 5018.104492
	Iteration 23Q: 3 clusters Score -2574044 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2574128.000000 Penalty: 5018.104492
	Iteration 24Q: 3 clusters Score -2574128 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2574195.500000 Penalty: 5018.104492
	Iteration 25Q: 3 clusters Score -2574196 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2574244.750000 Penalty: 5018.104492
	Iteration 26Q: 3 clusters Score -2574245 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2574309.000000 Penalty: 5018.104492
	Iteration 27Q: 3 clusters Score -2574309 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2574376.000000 Penalty: 5018.104492
	Iteration 28Q: 3 clusters Score -2574376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2574456.000000 Penalty: 5018.104492
	Iteration 29Q: 3 clusters Score -2574456 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2574534.000000 Penalty: 5018.104492
	Iteration 30Q: 3 clusters Score -2574534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2574576.250000 Penalty: 5018.104492
	Iteration 31Q: 3 clusters Score -2574576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2574633.000000 Penalty: 5018.104492
	Iteration 32Q: 3 clusters Score -2574633 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2574690.000000 Penalty: 5018.104492
	Iteration 33Q: 3 clusters Score -2574690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2574741.250000 Penalty: 5018.104492
	Iteration 34Q: 3 clusters Score -2574741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2574788.250000 Penalty: 5018.104492
	Iteration 35Q: 3 clusters Score -2574788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2574824.750000 Penalty: 5018.104492
	Iteration 36Q: 3 clusters Score -2574825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2574863.500000 Penalty: 5018.104492
	Iteration 37Q: 3 clusters Score -2574864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2574882.250000 Penalty: 5018.104492
	Iteration 38Q: 3 clusters Score -2574882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2574902.500000 Penalty: 5018.104492
	Iteration 39Q: 3 clusters Score -2574902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2574914.000000 Penalty: 5018.104492
	Iteration 40F: 3 clusters Score -2574914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2574926.750000 Penalty: 5018.104492
	Iteration 41Q: 3 clusters Score -2574927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2574933.500000 Penalty: 5018.104492
	Iteration 42Q: 3 clusters Score -2574934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2574939.750000 Penalty: 5018.104492
	Iteration 43Q: 3 clusters Score -2574940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2574941.750000 Penalty: 5018.104492
	Iteration 44Q: 3 clusters Score -2574942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2574943.250000 Penalty: 5018.104492
	Iteration 45Q: 3 clusters Score -2574943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2574943.500000 Penalty: 5018.104492
	Iteration 46Q: 3 clusters Score -2574944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2574946.000000 Penalty: 5018.104492
	Iteration 47Q: 3 clusters Score -2574946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2574944.250000 Penalty: 5018.104492
	Iteration 48Q: 3 clusters Score -2574944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2574947.250000 Penalty: 5018.104492
	Iteration 49Q: 3 clusters Score -2574947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2574944.250000 Penalty: 5018.104492
	Iteration 50Q: 3 clusters Score -2574944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2574947.500000 Penalty: 5018.104492
	Iteration 51Q: 3 clusters Score -2574948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2574947.250000 Penalty: 5018.104492
	Iteration 52Q: 3 clusters Score -2574947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2574947.250000 Penalty: 5018.104492
	Iteration 53F: 3 clusters Score -2574947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -567367.687500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -567367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -562609.750000 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -562609.8 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -563817.062500 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -563817.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -564062.750000 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -564062.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -564243.125000 Penalty: 4259.475098
	Iteration 3F: 3 clusters Score -564243.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -564373.125000 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -564373.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -564474.312500 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -564474.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -564560.250000 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -564560.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -564635.937500 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -564635.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -564689.937500 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -564689.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -564728.812500 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -564728.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -564752.312500 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -564752.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -564771.937500 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -564771.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -564790.812500 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -564790.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -564813.437500 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -564813.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -564831.937500 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -564831.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -564848.687500 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -564848.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -564872.812500 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -564872.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -564893.000000 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -564893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -564904.812500 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -564904.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -564915.750000 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -564915.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -564924.062500 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -564924.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -564929.125000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -564929.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -564936.875000 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -564936.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -564941.687500 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -564941.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -564945.312500 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -564945.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -564950.187500 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -564950.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -564956.000000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -564956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -564959.437500 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -564959.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -564962.312500 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -564962.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -564963.437500 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -564963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -564966.187500 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -564966.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -564968.062500 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -564968.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -564973.000000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -564973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -564978.250000 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -564978.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -564988.375000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -564988.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -565002.312500 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -565002.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -565014.625000 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -565014.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -565027.937500 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -565027.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -565043.437500 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -565043.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -565057.125000 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -565057.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -565066.625000 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -565066.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -565078.812500 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -565078.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -565092.562500 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -565092.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -565105.000000 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -565105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -565116.000000 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -565116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -565129.375000 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -565129.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -565141.875000 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -565141.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -565155.812500 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -565155.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -565173.500000 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -565173.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -565189.437500 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -565189.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -565201.750000 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -565201.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -565217.937500 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -565217.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -565234.562500 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -565234.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -565251.750000 Penalty: 4259.475098
	Iteration 53Q: 3 clusters Score -565251.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -565268.625000 Penalty: 4259.475098
	Iteration 54Q: 3 clusters Score -565268.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -565284.875000 Penalty: 4259.475098
	Iteration 55Q: 3 clusters Score -565284.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -565308.625000 Penalty: 4259.475098
	Iteration 56Q: 3 clusters Score -565308.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -565333.437500 Penalty: 4259.475098
	Iteration 57Q: 3 clusters Score -565333.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -565358.000000 Penalty: 4259.475098
	Iteration 58Q: 3 clusters Score -565358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -565387.312500 Penalty: 4259.475098
	Iteration 59Q: 3 clusters Score -565387.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -565420.000000 Penalty: 4259.475098
	Iteration 60F: 3 clusters Score -565420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -565451.500000 Penalty: 4259.475098
	Iteration 61Q: 3 clusters Score -565451.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -565485.125000 Penalty: 4259.475098
	Iteration 62Q: 3 clusters Score -565485.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -565512.562500 Penalty: 4259.475098
	Iteration 63Q: 3 clusters Score -565512.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -565528.875000 Penalty: 4259.475098
	Iteration 64Q: 3 clusters Score -565528.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -565553.062500 Penalty: 4259.475098
	Iteration 65Q: 3 clusters Score -565553.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -565568.125000 Penalty: 4259.475098
	Iteration 66Q: 3 clusters Score -565568.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -565582.312500 Penalty: 4259.475098
	Iteration 67Q: 3 clusters Score -565582.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -565594.187500 Penalty: 4259.475098
	Iteration 68Q: 3 clusters Score -565594.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -565604.812500 Penalty: 4259.475098
	Iteration 69Q: 3 clusters Score -565604.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -565618.312500 Penalty: 4259.475098
	Iteration 70Q: 3 clusters Score -565618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -565633.375000 Penalty: 4259.475098
	Iteration 71Q: 3 clusters Score -565633.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -565644.250000 Penalty: 4259.475098
	Iteration 72Q: 3 clusters Score -565644.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -565653.562500 Penalty: 4259.475098
	Iteration 73Q: 3 clusters Score -565653.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -565663.875000 Penalty: 4259.475098
	Iteration 74Q: 3 clusters Score -565663.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -565676.062500 Penalty: 4259.475098
	Iteration 75Q: 3 clusters Score -565676.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -565689.437500 Penalty: 4259.475098
	Iteration 76Q: 3 clusters Score -565689.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -565695.562500 Penalty: 4259.475098
	Iteration 77Q: 3 clusters Score -565695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -565703.812500 Penalty: 4259.475098
	Iteration 78Q: 3 clusters Score -565703.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -565714.687500 Penalty: 4259.475098
	Iteration 79Q: 3 clusters Score -565714.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -565727.687500 Penalty: 4259.475098
	Iteration 80F: 3 clusters Score -565727.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -565735.000000 Penalty: 4259.475098
	Iteration 81Q: 3 clusters Score -565735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -565742.125000 Penalty: 4259.475098
	Iteration 82Q: 3 clusters Score -565742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -565744.562500 Penalty: 4259.475098
	Iteration 83Q: 3 clusters Score -565744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -565748.500000 Penalty: 4259.475098
	Iteration 84Q: 3 clusters Score -565748.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -565752.625000 Penalty: 4259.475098
	Iteration 85Q: 3 clusters Score -565752.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -565754.062500 Penalty: 4259.475098
	Iteration 86Q: 3 clusters Score -565754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -565755.812500 Penalty: 4259.475098
	Iteration 87Q: 3 clusters Score -565755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -565756.500000 Penalty: 4259.475098
	Iteration 88Q: 3 clusters Score -565756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -565758.250000 Penalty: 4259.475098
	Iteration 89Q: 3 clusters Score -565758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -565758.937500 Penalty: 4259.475098
	Iteration 90Q: 3 clusters Score -565758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -565759.187500 Penalty: 4259.475098
	Iteration 91Q: 3 clusters Score -565759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -565759.687500 Penalty: 4259.475098
	Iteration 92Q: 3 clusters Score -565759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -565759.375000 Penalty: 4259.475098
	Iteration 93Q: 3 clusters Score -565759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -565759.375000 Penalty: 4259.475098
	Iteration 94F: 3 clusters Score -565759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Entering Unmasked Estep 
Score: -716031.250000 Penalty: 2183.509766
	Iteration 0F: 2 clusters Score -716031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -710414.312500 Penalty: 4367.019531
	Iteration 0F: 3 clusters Score -710414.3 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -711835.562500 Penalty: 4367.019531
	Iteration 1F: 3 clusters Score -711835.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -712110.062500 Penalty: 4367.019531
	Iteration 2F: 3 clusters Score -712110.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -712320.937500 Penalty: 4367.019531
	Iteration 3F: 3 clusters Score -712320.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -712537.812500 Penalty: 4367.019531
	Iteration 4Q: 3 clusters Score -712537.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -712814.312500 Penalty: 4367.019531
	Iteration 5F: 3 clusters Score -712814.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -713133.125000 Penalty: 4367.019531
	Iteration 6F: 3 clusters Score -713133.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -713468.312500 Penalty: 4367.019531
	Iteration 7F: 3 clusters Score -713468.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -713822.375000 Penalty: 4367.019531
	Iteration 8F: 3 clusters Score -713822.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -714227.750000 Penalty: 4367.019531
	Iteration 9Q: 3 clusters Score -714227.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -714640.437500 Penalty: 4367.019531
	Iteration 10Q: 3 clusters Score -714640.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -714958.625000 Penalty: 4367.019531
	Iteration 11Q: 3 clusters Score -714958.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -715163.937500 Penalty: 4367.019531
	Iteration 12Q: 3 clusters Score -715163.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -715275.937500 Penalty: 4367.019531
	Iteration 13Q: 3 clusters Score -715275.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -715332.500000 Penalty: 4367.019531
	Iteration 14Q: 3 clusters Score -715332.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -715357.562500 Penalty: 4367.019531
	Iteration 15Q: 3 clusters Score -715357.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -715369.062500 Penalty: 4367.019531
	Iteration 16Q: 3 clusters Score -715369.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -715375.000000 Penalty: 4367.019531
	Iteration 17Q: 3 clusters Score -715375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -715379.000000 Penalty: 4367.019531
	Iteration 18Q: 3 clusters Score -715379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -715381.937500 Penalty: 4367.019531
	Iteration 19Q: 3 clusters Score -715381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -715383.875000 Penalty: 4367.019531
	Iteration 20F: 3 clusters Score -715383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -715384.375000 Penalty: 4367.019531
	Iteration 21Q: 3 clusters Score -715384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -715384.437500 Penalty: 4367.019531
	Iteration 22Q: 3 clusters Score -715384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -715385.125000 Penalty: 4367.019531
	Iteration 23Q: 3 clusters Score -715385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -715385.125000 Penalty: 4367.019531
	Iteration 24F: 3 clusters Score -715385.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32517.833984 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32517.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31190.001953 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -31190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31334.125000 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31334.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31393.167969 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -31393.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31428.925781 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31428.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31447.671875 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31447.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31457.781250 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -31457.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31457.781250 Penalty: 2877.850586
	Iteration 6F: 3 clusters Score -31457.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Entering Unmasked Estep 
Score: -777679.687500 Penalty: 2188.993652
	Iteration 0F: 2 clusters Score -777679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -771983.062500 Penalty: 4377.987305
	Iteration 0F: 3 clusters Score -771983.1 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -773425.937500 Penalty: 4377.987305
	Iteration 1F: 3 clusters Score -773425.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -773687.937500 Penalty: 4377.987305
	Iteration 2F: 3 clusters Score -773687.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -773847.125000 Penalty: 4377.987305
	Iteration 3Q: 3 clusters Score -773847.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -773970.375000 Penalty: 4377.987305
	Iteration 4Q: 3 clusters Score -773970.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -774066.562500 Penalty: 4377.987305
	Iteration 5Q: 3 clusters Score -774066.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -774135.062500 Penalty: 4377.987305
	Iteration 6Q: 3 clusters Score -774135.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -774182.625000 Penalty: 4377.987305
	Iteration 7Q: 3 clusters Score -774182.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -774221.312500 Penalty: 4377.987305
	Iteration 8Q: 3 clusters Score -774221.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -774257.625000 Penalty: 4377.987305
	Iteration 9Q: 3 clusters Score -774257.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -774288.750000 Penalty: 4377.987305
	Iteration 10Q: 3 clusters Score -774288.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -774314.375000 Penalty: 4377.987305
	Iteration 11Q: 3 clusters Score -774314.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -774335.687500 Penalty: 4377.987305
	Iteration 12Q: 3 clusters Score -774335.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -774352.812500 Penalty: 4377.987305
	Iteration 13Q: 3 clusters Score -774352.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -774372.062500 Penalty: 4377.987305
	Iteration 14Q: 3 clusters Score -774372.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -774396.000000 Penalty: 4377.987305
	Iteration 15Q: 3 clusters Score -774396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -774423.375000 Penalty: 4377.987305
	Iteration 16Q: 3 clusters Score -774423.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -774451.312500 Penalty: 4377.987305
	Iteration 17Q: 3 clusters Score -774451.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -774483.687500 Penalty: 4377.987305
	Iteration 18Q: 3 clusters Score -774483.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -774528.687500 Penalty: 4377.987305
	Iteration 19Q: 3 clusters Score -774528.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -774576.812500 Penalty: 4377.987305
	Iteration 20F: 3 clusters Score -774576.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -774630.000000 Penalty: 4377.987305
	Iteration 21Q: 3 clusters Score -774630 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -774681.437500 Penalty: 4377.987305
	Iteration 22Q: 3 clusters Score -774681.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -774741.000000 Penalty: 4377.987305
	Iteration 23Q: 3 clusters Score -774741 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -774806.562500 Penalty: 4377.987305
	Iteration 24Q: 3 clusters Score -774806.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -774879.062500 Penalty: 4377.987305
	Iteration 25Q: 3 clusters Score -774879.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -774950.312500 Penalty: 4377.987305
	Iteration 26Q: 3 clusters Score -774950.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -775031.750000 Penalty: 4377.987305
	Iteration 27Q: 3 clusters Score -775031.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -775130.875000 Penalty: 4377.987305
	Iteration 28Q: 3 clusters Score -775130.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -775237.375000 Penalty: 4377.987305
	Iteration 29Q: 3 clusters Score -775237.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -775319.687500 Penalty: 4377.987305
	Iteration 30Q: 3 clusters Score -775319.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -775394.625000 Penalty: 4377.987305
	Iteration 31Q: 3 clusters Score -775394.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -775462.312500 Penalty: 4377.987305
	Iteration 32Q: 3 clusters Score -775462.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -775517.937500 Penalty: 4377.987305
	Iteration 33Q: 3 clusters Score -775517.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -775577.250000 Penalty: 4377.987305
	Iteration 34Q: 3 clusters Score -775577.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -775633.562500 Penalty: 4377.987305
	Iteration 35Q: 3 clusters Score -775633.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -775678.062500 Penalty: 4377.987305
	Iteration 36Q: 3 clusters Score -775678.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -775704.625000 Penalty: 4377.987305
	Iteration 37Q: 3 clusters Score -775704.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -775723.312500 Penalty: 4377.987305
	Iteration 38Q: 3 clusters Score -775723.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -775741.625000 Penalty: 4377.987305
	Iteration 39Q: 3 clusters Score -775741.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -775757.375000 Penalty: 4377.987305
	Iteration 40F: 3 clusters Score -775757.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -775769.562500 Penalty: 4377.987305
	Iteration 41Q: 3 clusters Score -775769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -775773.812500 Penalty: 4377.987305
	Iteration 42Q: 3 clusters Score -775773.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -775783.062500 Penalty: 4377.987305
	Iteration 43Q: 3 clusters Score -775783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -775786.625000 Penalty: 4377.987305
	Iteration 44Q: 3 clusters Score -775786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -775793.500000 Penalty: 4377.987305
	Iteration 45Q: 3 clusters Score -775793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -775797.062500 Penalty: 4377.987305
	Iteration 46Q: 3 clusters Score -775797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -775801.000000 Penalty: 4377.987305
	Iteration 47Q: 3 clusters Score -775801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -775806.937500 Penalty: 4377.987305
	Iteration 48Q: 3 clusters Score -775806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -775810.000000 Penalty: 4377.987305
	Iteration 49Q: 3 clusters Score -775810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -775814.062500 Penalty: 4377.987305
	Iteration 50Q: 3 clusters Score -775814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -775818.125000 Penalty: 4377.987305
	Iteration 51Q: 3 clusters Score -775818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -775823.875000 Penalty: 4377.987305
	Iteration 52Q: 3 clusters Score -775823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -775824.375000 Penalty: 4377.987305
	Iteration 53Q: 3 clusters Score -775824.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -775828.875000 Penalty: 4377.987305
	Iteration 54Q: 3 clusters Score -775828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -775829.750000 Penalty: 4377.987305
	Iteration 55Q: 3 clusters Score -775829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -775829.750000 Penalty: 4377.987305
	Iteration 56F: 3 clusters Score -775829.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -449809.218750 Penalty: 2098.601562
	Iteration 0F: 2 clusters Score -449809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -445511.312500 Penalty: 4197.203125
	Iteration 0F: 3 clusters Score -445511.3 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -447004.343750 Penalty: 4197.203125
	Iteration 1F: 3 clusters Score -447004.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -447552.718750 Penalty: 4197.203125
	Iteration 2F: 3 clusters Score -447552.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -447916.812500 Penalty: 4197.203125
	Iteration 3F: 3 clusters Score -447916.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -448212.218750 Penalty: 4197.203125
	Iteration 4F: 3 clusters Score -448212.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -448500.500000 Penalty: 4197.203125
	Iteration 5F: 3 clusters Score -448500.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -448778.781250 Penalty: 4197.203125
	Iteration 6F: 3 clusters Score -448778.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -449033.687500 Penalty: 4197.203125
	Iteration 7Q: 3 clusters Score -449033.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -449209.625000 Penalty: 4197.203125
	Iteration 8Q: 3 clusters Score -449209.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -449328.375000 Penalty: 4197.203125
	Iteration 9Q: 3 clusters Score -449328.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -449424.968750 Penalty: 4197.203125
	Iteration 10Q: 3 clusters Score -449425 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -449488.562500 Penalty: 4197.203125
	Iteration 11Q: 3 clusters Score -449488.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -449527.375000 Penalty: 4197.203125
	Iteration 12Q: 3 clusters Score -449527.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -449559.718750 Penalty: 4197.203125
	Iteration 13Q: 3 clusters Score -449559.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -449586.468750 Penalty: 4197.203125
	Iteration 14Q: 3 clusters Score -449586.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -449605.000000 Penalty: 4197.203125
	Iteration 15Q: 3 clusters Score -449605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -449617.593750 Penalty: 4197.203125
	Iteration 16Q: 3 clusters Score -449617.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -449630.687500 Penalty: 4197.203125
	Iteration 17Q: 3 clusters Score -449630.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -449640.468750 Penalty: 4197.203125
	Iteration 18Q: 3 clusters Score -449640.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -449651.531250 Penalty: 4197.203125
	Iteration 19Q: 3 clusters Score -449651.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -449657.218750 Penalty: 4197.203125
	Iteration 20F: 3 clusters Score -449657.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -449663.750000 Penalty: 4197.203125
	Iteration 21Q: 3 clusters Score -449663.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -449667.906250 Penalty: 4197.203125
	Iteration 22Q: 3 clusters Score -449667.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -449672.375000 Penalty: 4197.203125
	Iteration 23Q: 3 clusters Score -449672.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -449678.437500 Penalty: 4197.203125
	Iteration 24Q: 3 clusters Score -449678.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -449682.343750 Penalty: 4197.203125
	Iteration 25Q: 3 clusters Score -449682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -449685.500000 Penalty: 4197.203125
	Iteration 26Q: 3 clusters Score -449685.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -449688.812500 Penalty: 4197.203125
	Iteration 27Q: 3 clusters Score -449688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -449692.843750 Penalty: 4197.203125
	Iteration 28Q: 3 clusters Score -449692.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -449692.875000 Penalty: 4197.203125
	Iteration 29Q: 3 clusters Score -449692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -449697.625000 Penalty: 4197.203125
	Iteration 30Q: 3 clusters Score -449697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -449699.781250 Penalty: 4197.203125
	Iteration 31Q: 3 clusters Score -449699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -449703.343750 Penalty: 4197.203125
	Iteration 32Q: 3 clusters Score -449703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -449705.843750 Penalty: 4197.203125
	Iteration 33Q: 3 clusters Score -449705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -449708.125000 Penalty: 4197.203125
	Iteration 34Q: 3 clusters Score -449708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -449709.937500 Penalty: 4197.203125
	Iteration 35Q: 3 clusters Score -449709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -449711.250000 Penalty: 4197.203125
	Iteration 36Q: 3 clusters Score -449711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -449710.968750 Penalty: 4197.203125
	Iteration 37Q: 3 clusters Score -449711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -449710.968750 Penalty: 4197.203125
	Iteration 38F: 3 clusters Score -449711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (39157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Entering Unmasked Estep 
Score: -4131604.000000 Penalty: 2622.682861
	Iteration 0F: 2 clusters Score -4131604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4105031.500000 Penalty: 5245.365723
	Iteration 0F: 3 clusters Score -4105032 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4115387.500000 Penalty: 5245.365723
	Iteration 1F: 3 clusters Score -4115388 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4116673.000000 Penalty: 5245.365723
	Iteration 2F: 3 clusters Score -4116673 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4118124.250000 Penalty: 5245.365723
	Iteration 3F: 3 clusters Score -4118124 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -4119580.750000 Penalty: 5245.365723
	Iteration 4F: 3 clusters Score -4119581 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -4120976.500000 Penalty: 5245.365723
	Iteration 5F: 3 clusters Score -4120976 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4122197.500000 Penalty: 5245.365723
	Iteration 6F: 3 clusters Score -4122198 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4123257.000000 Penalty: 5245.365723
	Iteration 7Q: 3 clusters Score -4123257 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4124092.500000 Penalty: 5245.365723
	Iteration 8Q: 3 clusters Score -4124092 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4124769.500000 Penalty: 5245.365723
	Iteration 9Q: 3 clusters Score -4124770 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4125214.750000 Penalty: 5245.365723
	Iteration 10Q: 3 clusters Score -4125215 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4125554.000000 Penalty: 5245.365723
	Iteration 11Q: 3 clusters Score -4125554 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4125851.750000 Penalty: 5245.365723
	Iteration 12Q: 3 clusters Score -4125852 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4126038.500000 Penalty: 5245.365723
	Iteration 13Q: 3 clusters Score -4126038 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4126225.250000 Penalty: 5245.365723
	Iteration 14Q: 3 clusters Score -4126225 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4126372.500000 Penalty: 5245.365723
	Iteration 15Q: 3 clusters Score -4126372 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -4126444.000000 Penalty: 5245.365723
	Iteration 16Q: 3 clusters Score -4126444 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4126512.000000 Penalty: 5245.365723
	Iteration 17Q: 3 clusters Score -4126512 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4126562.500000 Penalty: 5245.365723
	Iteration 18Q: 3 clusters Score -4126562 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4126604.500000 Penalty: 5245.365723
	Iteration 19Q: 3 clusters Score -4126604 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4126622.500000 Penalty: 5245.365723
	Iteration 20F: 3 clusters Score -4126622 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4126644.750000 Penalty: 5245.365723
	Iteration 21Q: 3 clusters Score -4126645 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4126660.000000 Penalty: 5245.365723
	Iteration 22Q: 3 clusters Score -4126660 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4126668.750000 Penalty: 5245.365723
	Iteration 23Q: 3 clusters Score -4126669 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4126672.250000 Penalty: 5245.365723
	Iteration 24Q: 3 clusters Score -4126672 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4126693.750000 Penalty: 5245.365723
	Iteration 25Q: 3 clusters Score -4126694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4126699.500000 Penalty: 5245.365723
	Iteration 26Q: 3 clusters Score -4126700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4126708.000000 Penalty: 5245.365723
	Iteration 27Q: 3 clusters Score -4126708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -4126714.000000 Penalty: 5245.365723
	Iteration 28Q: 3 clusters Score -4126714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4126709.250000 Penalty: 5245.365723
	Iteration 29Q: 3 clusters Score -4126709 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4126720.500000 Penalty: 5245.365723
	Iteration 30Q: 3 clusters Score -4126720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -4126741.250000 Penalty: 5245.365723
	Iteration 31Q: 3 clusters Score -4126741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4126739.500000 Penalty: 5245.365723
	Iteration 32Q: 3 clusters Score -4126740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4126759.750000 Penalty: 5245.365723
	Iteration 33Q: 3 clusters Score -4126760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4126756.250000 Penalty: 5245.365723
	Iteration 34Q: 3 clusters Score -4126756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -4126764.500000 Penalty: 5245.365723
	Iteration 35Q: 3 clusters Score -4126764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4126776.000000 Penalty: 5245.365723
	Iteration 36Q: 3 clusters Score -4126776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4126774.750000 Penalty: 5245.365723
	Iteration 37Q: 3 clusters Score -4126775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4126790.500000 Penalty: 5245.365723
	Iteration 38Q: 3 clusters Score -4126790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4126788.750000 Penalty: 5245.365723
	Iteration 39Q: 3 clusters Score -4126789 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4126795.000000 Penalty: 5245.365723
	Iteration 40F: 3 clusters Score -4126795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -4126816.000000 Penalty: 5245.365723
	Iteration 41Q: 3 clusters Score -4126816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4126806.750000 Penalty: 5245.365723
	Iteration 42Q: 3 clusters Score -4126807 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -4126810.000000 Penalty: 5245.365723
	Iteration 43Q: 3 clusters Score -4126810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4126820.250000 Penalty: 5245.365723
	Iteration 44Q: 3 clusters Score -4126820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4126823.000000 Penalty: 5245.365723
	Iteration 45Q: 3 clusters Score -4126823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4126831.000000 Penalty: 5245.365723
	Iteration 46Q: 3 clusters Score -4126831 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4126829.000000 Penalty: 5245.365723
	Iteration 47Q: 3 clusters Score -4126829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4126836.500000 Penalty: 5245.365723
	Iteration 48Q: 3 clusters Score -4126836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4126848.000000 Penalty: 5245.365723
	Iteration 49Q: 3 clusters Score -4126848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4126860.000000 Penalty: 5245.365723
	Iteration 50Q: 3 clusters Score -4126860 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4126872.000000 Penalty: 5245.365723
	Iteration 51Q: 3 clusters Score -4126872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4126879.500000 Penalty: 5245.365723
	Iteration 52Q: 3 clusters Score -4126880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -4126873.750000 Penalty: 5245.365723
	Iteration 53Q: 3 clusters Score -4126874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4126888.000000 Penalty: 5245.365723
	Iteration 54Q: 3 clusters Score -4126888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4126899.000000 Penalty: 5245.365723
	Iteration 55Q: 3 clusters Score -4126899 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -4126922.250000 Penalty: 5245.365723
	Iteration 56Q: 3 clusters Score -4126922 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4126939.750000 Penalty: 5245.365723
	Iteration 57Q: 3 clusters Score -4126940 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4126968.000000 Penalty: 5245.365723
	Iteration 58Q: 3 clusters Score -4126968 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4126994.000000 Penalty: 5245.365723
	Iteration 59Q: 3 clusters Score -4126994 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4127037.750000 Penalty: 5245.365723
	Iteration 60F: 3 clusters Score -4127038 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4127081.250000 Penalty: 5245.365723
	Iteration 61Q: 3 clusters Score -4127081 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -4127148.750000 Penalty: 5245.365723
	Iteration 62Q: 3 clusters Score -4127149 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4127217.000000 Penalty: 5245.365723
	Iteration 63Q: 3 clusters Score -4127217 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -4127295.000000 Penalty: 5245.365723
	Iteration 64Q: 3 clusters Score -4127295 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4127371.500000 Penalty: 5245.365723
	Iteration 65Q: 3 clusters Score -4127372 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4127487.500000 Penalty: 5245.365723
	Iteration 66Q: 3 clusters Score -4127488 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4127562.500000 Penalty: 5245.365723
	Iteration 67Q: 3 clusters Score -4127562 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4127643.250000 Penalty: 5245.365723
	Iteration 68Q: 3 clusters Score -4127643 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4127701.000000 Penalty: 5245.365723
	Iteration 69Q: 3 clusters Score -4127701 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4127766.250000 Penalty: 5245.365723
	Iteration 70Q: 3 clusters Score -4127766 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4127827.500000 Penalty: 5245.365723
	Iteration 71Q: 3 clusters Score -4127828 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4127893.500000 Penalty: 5245.365723
	Iteration 72Q: 3 clusters Score -4127894 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -4127937.750000 Penalty: 5245.365723
	Iteration 73Q: 3 clusters Score -4127938 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4127979.000000 Penalty: 5245.365723
	Iteration 74Q: 3 clusters Score -4127979 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4128039 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4128074 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -4128104.250000 Penalty: 5245.365723
	Iteration 77Q: 3 clusters Score -4128104 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4128129 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4128169 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4128180.500000 Penalty: 5245.365723
	Iteration 80F: 3 clusters Score -4128180 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -4128207.500000 Penalty: 5245.365723
	Iteration 81Q: 3 clusters Score -4128208 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -4128214.500000 Penalty: 5245.365723
	Iteration 82Q: 3 clusters Score -4128214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4128235.000000 Penalty: 5245.365723
	Iteration 83Q: 3 clusters Score -4128235 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -4128245.500000 Penalty: 5245.365723
	Iteration 84Q: 3 clusters Score -4128246 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4128255.750000 Penalty: 5245.365723
	Iteration 85Q: 3 clusters Score -4128256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4128276.000000 Penalty: 5245.365723
	Iteration 86Q: 3 clusters Score -4128276 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4128282.250000 Penalty: 5245.365723
	Iteration 87Q: 3 clusters Score -4128282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4128298.000000 Penalty: 5245.365723
	Iteration 88Q: 3 clusters Score -4128298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4128315.000000 Penalty: 5245.365723
	Iteration 89Q: 3 clusters Score -4128315 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -4128330.500000 Penalty: 5245.365723
	Iteration 90Q: 3 clusters Score -4128330 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -4128346.500000 Penalty: 5245.365723
	Iteration 91Q: 3 clusters Score -4128346 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -4128372.000000 Penalty: 5245.365723
	Iteration 92Q: 3 clusters Score -4128372 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4128384.000000 Penalty: 5245.365723
	Iteration 93Q: 3 clusters Score -4128384 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4128413.750000 Penalty: 5245.365723
	Iteration 94Q: 3 clusters Score -4128414 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -4128429.500000 Penalty: 5245.365723
	Iteration 95Q: 3 clusters Score -4128430 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -4128473.500000 Penalty: 5245.365723
	Iteration 96Q: 3 clusters Score -4128474 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -4128522.750000 Penalty: 5245.365723
	Iteration 97Q: 3 clusters Score -4128523 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4128563.500000 Penalty: 5245.365723
	Iteration 98Q: 3 clusters Score -4128564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -4128596.500000 Penalty: 5245.365723
	Iteration 99Q: 3 clusters Score -4128596 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -4128636.750000 Penalty: 5245.365723
	Iteration 100F: 3 clusters Score -4128637 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -4128673.750000 Penalty: 5245.365723
	Iteration 101Q: 3 clusters Score -4128674 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -4128707.750000 Penalty: 5245.365723
	Iteration 102Q: 3 clusters Score -4128708 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -4128749.500000 Penalty: 5245.365723
	Iteration 103Q: 3 clusters Score -4128750 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -4128803.000000 Penalty: 5245.365723
	Iteration 104Q: 3 clusters Score -4128803 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4128844.250000 Penalty: 5245.365723
	Iteration 105Q: 3 clusters Score -4128844 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4128897.500000 Penalty: 5245.365723
	Iteration 106Q: 3 clusters Score -4128898 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -4128971.250000 Penalty: 5245.365723
	Iteration 107Q: 3 clusters Score -4128971 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4129036.750000 Penalty: 5245.365723
	Iteration 108Q: 3 clusters Score -4129037 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -4129127.250000 Penalty: 5245.365723
	Iteration 109Q: 3 clusters Score -4129127 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -4129200.500000 Penalty: 5245.365723
	Iteration 110Q: 3 clusters Score -4129200 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -4129287.500000 Penalty: 5245.365723
	Iteration 111Q: 3 clusters Score -4129288 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -4129373.250000 Penalty: 5245.365723
	Iteration 112Q: 3 clusters Score -4129373 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -4129478.250000 Penalty: 5245.365723
	Iteration 113Q: 3 clusters Score -4129478 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4129603.500000 Penalty: 5245.365723
	Iteration 114Q: 3 clusters Score -4129604 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4129699.750000 Penalty: 5245.365723
	Iteration 115Q: 3 clusters Score -4129700 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4129820.750000 Penalty: 5245.365723
	Iteration 116Q: 3 clusters Score -4129821 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4129929.250000 Penalty: 5245.365723
	Iteration 117Q: 3 clusters Score -4129929 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4130056.500000 Penalty: 5245.365723
	Iteration 118Q: 3 clusters Score -4130056 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4130146.750000 Penalty: 5245.365723
	Iteration 119Q: 3 clusters Score -4130147 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4130229.250000 Penalty: 5245.365723
	Iteration 120F: 3 clusters Score -4130229 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4130274.750000 Penalty: 5245.365723
	Iteration 121Q: 3 clusters Score -4130275 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -4130308.500000 Penalty: 5245.365723
	Iteration 122Q: 3 clusters Score -4130308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4130342.000000 Penalty: 5245.365723
	Iteration 123Q: 3 clusters Score -4130342 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4130356.750000 Penalty: 5245.365723
	Iteration 124Q: 3 clusters Score -4130357 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4130384.250000 Penalty: 5245.365723
	Iteration 125Q: 3 clusters Score -4130384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4130399.250000 Penalty: 5245.365723
	Iteration 126Q: 3 clusters Score -4130399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4130439.250000 Penalty: 5245.365723
	Iteration 127Q: 3 clusters Score -4130439 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4130450.500000 Penalty: 5245.365723
	Iteration 128Q: 3 clusters Score -4130450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4130461.750000 Penalty: 5245.365723
	Iteration 129Q: 3 clusters Score -4130462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4130491.000000 Penalty: 5245.365723
	Iteration 130Q: 3 clusters Score -4130491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4130510.250000 Penalty: 5245.365723
	Iteration 131Q: 3 clusters Score -4130510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4130528.750000 Penalty: 5245.365723
	Iteration 132Q: 3 clusters Score -4130529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4130530.000000 Penalty: 5245.365723
	Iteration 133Q: 3 clusters Score -4130530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4130546.250000 Penalty: 5245.365723
	Iteration 134Q: 3 clusters Score -4130546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4130567.500000 Penalty: 5245.365723
	Iteration 135Q: 3 clusters Score -4130568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4130578.500000 Penalty: 5245.365723
	Iteration 136Q: 3 clusters Score -4130578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4130580.750000 Penalty: 5245.365723
	Iteration 137Q: 3 clusters Score -4130581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4130597.000000 Penalty: 5245.365723
	Iteration 138Q: 3 clusters Score -4130597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4130596.750000 Penalty: 5245.365723
	Iteration 139Q: 3 clusters Score -4130597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4130604.750000 Penalty: 5245.365723
	Iteration 140F: 3 clusters Score -4130605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4130612.750000 Penalty: 5245.365723
	Iteration 141Q: 3 clusters Score -4130613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4130614.750000 Penalty: 5245.365723
	Iteration 142Q: 3 clusters Score -4130615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4130623.250000 Penalty: 5245.365723
	Iteration 143Q: 3 clusters Score -4130623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4130621.500000 Penalty: 5245.365723
	Iteration 144Q: 3 clusters Score -4130622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4130625.500000 Penalty: 5245.365723
	Iteration 145Q: 3 clusters Score -4130626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4130623.250000 Penalty: 5245.365723
	Iteration 146Q: 3 clusters Score -4130623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4130640.500000 Penalty: 5245.365723
	Iteration 147Q: 3 clusters Score -4130640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4130634.750000 Penalty: 5245.365723
	Iteration 148Q: 3 clusters Score -4130635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4130642.000000 Penalty: 5245.365723
	Iteration 149Q: 3 clusters Score -4130642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4130639.500000 Penalty: 5245.365723
	Iteration 150Q: 3 clusters Score -4130640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4130639.000000 Penalty: 5245.365723
	Iteration 151Q: 3 clusters Score -4130639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4130640.750000 Penalty: 5245.365723
	Iteration 152Q: 3 clusters Score -4130641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4130641.000000 Penalty: 5245.365723
	Iteration 153Q: 3 clusters Score -4130641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4130642.250000 Penalty: 5245.365723
	Iteration 154Q: 3 clusters Score -4130642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4130642.250000 Penalty: 5245.365723
	Iteration 155F: 3 clusters Score -4130642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (40217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Entering Unmasked Estep 
Score: -4580544.500000 Penalty: 2629.307129
	Iteration 0F: 2 clusters Score -4580544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4553388.000000 Penalty: 5258.614258
	Iteration 0F: 3 clusters Score -4553388 nChanged 18353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -4563569.000000 Penalty: 5258.614258
	Iteration 1F: 3 clusters Score -4563569 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -4564368.000000 Penalty: 5258.614258
	Iteration 2Q: 3 clusters Score -4564368 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -4565379.500000 Penalty: 5258.614258
	Iteration 3Q: 3 clusters Score -4565380 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4566633.500000 Penalty: 5258.614258
	Iteration 4F: 3 clusters Score -4566634 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -4568020.500000 Penalty: 5258.614258
	Iteration 5F: 3 clusters Score -4568020 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4569805.000000 Penalty: 5258.614258
	Iteration 6F: 3 clusters Score -4569805 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -4572000.500000 Penalty: 5258.614258
	Iteration 7F: 3 clusters Score -4572000 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4574092.500000 Penalty: 5258.614258
	Iteration 8F: 3 clusters Score -4574092 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4575500.000000 Penalty: 5258.614258
	Iteration 9Q: 3 clusters Score -4575500 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4576303.500000 Penalty: 5258.614258
	Iteration 10Q: 3 clusters Score -4576304 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4576702.500000 Penalty: 5258.614258
	Iteration 11Q: 3 clusters Score -4576702 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4576902.500000 Penalty: 5258.614258
	Iteration 12Q: 3 clusters Score -4576902 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4577037.000000 Penalty: 5258.614258
	Iteration 13Q: 3 clusters Score -4577037 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4577108.000000 Penalty: 5258.614258
	Iteration 14Q: 3 clusters Score -4577108 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4577169.500000 Penalty: 5258.614258
	Iteration 15Q: 3 clusters Score -4577170 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4577203.500000 Penalty: 5258.614258
	Iteration 16Q: 3 clusters Score -4577204 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -4577237.000000 Penalty: 5258.614258
	Iteration 17Q: 3 clusters Score -4577237 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4577252.000000 Penalty: 5258.614258
	Iteration 18Q: 3 clusters Score -4577252 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -4577289.000000 Penalty: 5258.614258
	Iteration 19Q: 3 clusters Score -4577289 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -4577331.500000 Penalty: 5258.614258
	Iteration 20F: 3 clusters Score -4577332 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4577360.500000 Penalty: 5258.614258
	Iteration 21Q: 3 clusters Score -4577360 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -4577391.000000 Penalty: 5258.614258
	Iteration 22Q: 3 clusters Score -4577391 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -4577438.500000 Penalty: 5258.614258
	Iteration 23Q: 3 clusters Score -4577438 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -4577480.000000 Penalty: 5258.614258
	Iteration 24Q: 3 clusters Score -4577480 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -4577532.500000 Penalty: 5258.614258
	Iteration 25Q: 3 clusters Score -4577532 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4577565.000000 Penalty: 5258.614258
	Iteration 26Q: 3 clusters Score -4577565 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -4577605.500000 Penalty: 5258.614258
	Iteration 27Q: 3 clusters Score -4577606 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -4577650.000000 Penalty: 5258.614258
	Iteration 28Q: 3 clusters Score -4577650 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4577710.500000 Penalty: 5258.614258
	Iteration 29Q: 3 clusters Score -4577710 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4577785.500000 Penalty: 5258.614258
	Iteration 30Q: 3 clusters Score -4577786 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4577850.000000 Penalty: 5258.614258
	Iteration 31Q: 3 clusters Score -4577850 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4577937.500000 Penalty: 5258.614258
	Iteration 32Q: 3 clusters Score -4577938 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4578072.500000 Penalty: 5258.614258
	Iteration 33Q: 3 clusters Score -4578072 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4578148.500000 Penalty: 5258.614258
	Iteration 34Q: 3 clusters Score -4578148 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -4578253.500000 Penalty: 5258.614258
	Iteration 35Q: 3 clusters Score -4578254 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -4578364.000000 Penalty: 5258.614258
	Iteration 36Q: 3 clusters Score -4578364 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -4578500.500000 Penalty: 5258.614258
	Iteration 37Q: 3 clusters Score -4578500 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4578633.000000 Penalty: 5258.614258
	Iteration 38Q: 3 clusters Score -4578633 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -4578773.000000 Penalty: 5258.614258
	Iteration 39Q: 3 clusters Score -4578773 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -4578940.500000 Penalty: 5258.614258
	Iteration 40F: 3 clusters Score -4578940 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -4579063.000000 Penalty: 5258.614258
	Iteration 41Q: 3 clusters Score -4579063 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4579250.000000 Penalty: 5258.614258
	Iteration 42Q: 3 clusters Score -4579250 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4579415.500000 Penalty: 5258.614258
	Iteration 43Q: 3 clusters Score -4579416 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4579550.500000 Penalty: 5258.614258
	Iteration 44Q: 3 clusters Score -4579550 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -4579671.000000 Penalty: 5258.614258
	Iteration 45Q: 3 clusters Score -4579671 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -4579813.500000 Penalty: 5258.614258
	Iteration 46Q: 3 clusters Score -4579814 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -4579968.500000 Penalty: 5258.614258
	Iteration 47Q: 3 clusters Score -4579968 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4580094.500000 Penalty: 5258.614258
	Iteration 48Q: 3 clusters Score -4580094 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4580204.000000 Penalty: 5258.614258
	Iteration 49Q: 3 clusters Score -4580204 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4580295.500000 Penalty: 5258.614258
	Iteration 50Q: 3 clusters Score -4580296 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4580401.500000 Penalty: 5258.614258
	Iteration 51Q: 3 clusters Score -4580402 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4580473.000000 Penalty: 5258.614258
	Iteration 52Q: 3 clusters Score -4580473 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4580539.000000 Penalty: 5258.614258
	Iteration 53Q: 3 clusters Score -4580539 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -4580609.000000 Penalty: 5258.614258
	Iteration 54Q: 3 clusters Score -4580609 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4580652.500000 Penalty: 5258.614258
	Iteration 55Q: 3 clusters Score -4580652 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4580730.500000 Penalty: 5258.614258
	Iteration 56Q: 3 clusters Score -4580730 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4580751.000000 Penalty: 5258.614258
	Iteration 57Q: 3 clusters Score -4580751 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4580778.000000 Penalty: 5258.614258
	Iteration 58Q: 3 clusters Score -4580778 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4580785.500000 Penalty: 5258.614258
	Iteration 59Q: 3 clusters Score -4580786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -4580809.000000 Penalty: 5258.614258
	Iteration 60F: 3 clusters Score -4580809 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4580824.500000 Penalty: 5258.614258
	Iteration 61Q: 3 clusters Score -4580824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4580830.500000 Penalty: 5258.614258
	Iteration 62Q: 3 clusters Score -4580830 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4580838.000000 Penalty: 5258.614258
	Iteration 63Q: 3 clusters Score -4580838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4580857.500000 Penalty: 5258.614258
	Iteration 64Q: 3 clusters Score -4580858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4580869.000000 Penalty: 5258.614258
	Iteration 65Q: 3 clusters Score -4580869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4580878.500000 Penalty: 5258.614258
	Iteration 66Q: 3 clusters Score -4580878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4580880.500000 Penalty: 5258.614258
	Iteration 67Q: 3 clusters Score -4580880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -4580872.500000 Penalty: 5258.614258
	Iteration 68Q: 3 clusters Score -4580872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4580878.000000 Penalty: 5258.614258
	Iteration 69Q: 3 clusters Score -4580878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -4580889.500000 Penalty: 5258.614258
	Iteration 70Q: 3 clusters Score -4580890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4580881.500000 Penalty: 5258.614258
	Iteration 71Q: 3 clusters Score -4580882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4580885.500000 Penalty: 5258.614258
	Iteration 72Q: 3 clusters Score -4580886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4580883.500000 Penalty: 5258.614258
	Iteration 73Q: 3 clusters Score -4580884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4580889.500000 Penalty: 5258.614258
	Iteration 74Q: 3 clusters Score -4580890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -4580890.500000 Penalty: 5258.614258
	Iteration 75Q: 3 clusters Score -4580890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4580893.500000 Penalty: 5258.614258
	Iteration 76Q: 3 clusters Score -4580894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -4580891.500000 Penalty: 5258.614258
	Iteration 77Q: 3 clusters Score -4580892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4580894.500000 Penalty: 5258.614258
	Iteration 78Q: 3 clusters Score -4580894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4580898.000000 Penalty: 5258.614258
	Iteration 79Q: 3 clusters Score -4580898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -4580895.000000 Penalty: 5258.614258
	Iteration 80F: 3 clusters Score -4580895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4580897.500000 Penalty: 5258.614258
	Iteration 81Q: 3 clusters Score -4580898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4580897.500000 Penalty: 5258.614258
	Iteration 82F: 3 clusters Score -4580898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 52658 members 
Mstep: Class 4 contains 213951 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 15998 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37227 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108533 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8365 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13537 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13214 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24699 members 
Mstep: Class 28 contains 45505 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5193 members 
Mstep: Class 39 contains 13921 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6664 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39157 members 
Mstep: Class 47 contains 23526 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8079 members 
Mstep: Class 54 contains 10123 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14977 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20788 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3854 members 
Mstep: Class 67 contains 15751 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25194 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 16691 members 
Entering Unmasked Estep 
Score: -139308336.000000 Penalty: 247769.875000
Splitting cluster 47 changes total score from -139309088.000000 to -139308336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -447516.781250 Penalty: 2094.373047
	Iteration 0F: 2 clusters Score -447516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -443189.750000 Penalty: 4188.746094
	Iteration 0F: 3 clusters Score -443189.8 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -444356.406250 Penalty: 4188.746094
	Iteration 1F: 3 clusters Score -444356.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -444634.156250 Penalty: 4188.746094
	Iteration 2F: 3 clusters Score -444634.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -444820.437500 Penalty: 4188.746094
	Iteration 3F: 3 clusters Score -444820.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -444983.031250 Penalty: 4188.746094
	Iteration 4Q: 3 clusters Score -444983 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -445160.218750 Penalty: 4188.746094
	Iteration 5Q: 3 clusters Score -445160.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -445346.406250 Penalty: 4188.746094
	Iteration 6Q: 3 clusters Score -445346.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -445554.843750 Penalty: 4188.746094
	Iteration 7Q: 3 clusters Score -445554.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -445732.125000 Penalty: 4188.746094
	Iteration 8Q: 3 clusters Score -445732.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -445871.937500 Penalty: 4188.746094
	Iteration 9Q: 3 clusters Score -445871.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -445964.625000 Penalty: 4188.746094
	Iteration 10Q: 3 clusters Score -445964.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -446009.218750 Penalty: 4188.746094
	Iteration 11Q: 3 clusters Score -446009.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -446044.968750 Penalty: 4188.746094
	Iteration 12Q: 3 clusters Score -446045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -446071.531250 Penalty: 4188.746094
	Iteration 13Q: 3 clusters Score -446071.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -446091.406250 Penalty: 4188.746094
	Iteration 14Q: 3 clusters Score -446091.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -446108.562500 Penalty: 4188.746094
	Iteration 15Q: 3 clusters Score -446108.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -446124.218750 Penalty: 4188.746094
	Iteration 16Q: 3 clusters Score -446124.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -446134.593750 Penalty: 4188.746094
	Iteration 17Q: 3 clusters Score -446134.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -446141.906250 Penalty: 4188.746094
	Iteration 18Q: 3 clusters Score -446141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -446151.125000 Penalty: 4188.746094
	Iteration 19Q: 3 clusters Score -446151.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -446160.625000 Penalty: 4188.746094
	Iteration 20F: 3 clusters Score -446160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -446165.718750 Penalty: 4188.746094
	Iteration 21Q: 3 clusters Score -446165.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -446171.062500 Penalty: 4188.746094
	Iteration 22Q: 3 clusters Score -446171.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -446174.437500 Penalty: 4188.746094
	Iteration 23Q: 3 clusters Score -446174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -446175.500000 Penalty: 4188.746094
	Iteration 24Q: 3 clusters Score -446175.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -446177.312500 Penalty: 4188.746094
	Iteration 25Q: 3 clusters Score -446177.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -446180.562500 Penalty: 4188.746094
	Iteration 26Q: 3 clusters Score -446180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -446181.937500 Penalty: 4188.746094
	Iteration 27Q: 3 clusters Score -446181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -446183.062500 Penalty: 4188.746094
	Iteration 28Q: 3 clusters Score -446183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -446185.593750 Penalty: 4188.746094
	Iteration 29Q: 3 clusters Score -446185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -446188.406250 Penalty: 4188.746094
	Iteration 30Q: 3 clusters Score -446188.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -446190.250000 Penalty: 4188.746094
	Iteration 31Q: 3 clusters Score -446190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -446192.125000 Penalty: 4188.746094
	Iteration 32Q: 3 clusters Score -446192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -446194.656250 Penalty: 4188.746094
	Iteration 33Q: 3 clusters Score -446194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -446195.437500 Penalty: 4188.746094
	Iteration 34Q: 3 clusters Score -446195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -446197.843750 Penalty: 4188.746094
	Iteration 35Q: 3 clusters Score -446197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -446198.093750 Penalty: 4188.746094
	Iteration 36Q: 3 clusters Score -446198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -446199.875000 Penalty: 4188.746094
	Iteration 37Q: 3 clusters Score -446199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -446199.562500 Penalty: 4188.746094
	Iteration 38Q: 3 clusters Score -446199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -446200.000000 Penalty: 4188.746094
	Iteration 39Q: 3 clusters Score -446200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -446200.000000 Penalty: 4188.746094
	Iteration 40F: 3 clusters Score -446200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -525808.875000 Penalty: 2108.465332
	Iteration 0F: 2 clusters Score -525808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -521388.687500 Penalty: 4216.930664
	Iteration 0F: 3 clusters Score -521388.7 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -522453.750000 Penalty: 4216.930664
	Iteration 1F: 3 clusters Score -522453.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -522648.031250 Penalty: 4216.930664
	Iteration 2F: 3 clusters Score -522648 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -522743.843750 Penalty: 4216.930664
	Iteration 3Q: 3 clusters Score -522743.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -522797.468750 Penalty: 4216.930664
	Iteration 4Q: 3 clusters Score -522797.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -522845.093750 Penalty: 4216.930664
	Iteration 5Q: 3 clusters Score -522845.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -522887.500000 Penalty: 4216.930664
	Iteration 6Q: 3 clusters Score -522887.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -522919.125000 Penalty: 4216.930664
	Iteration 7Q: 3 clusters Score -522919.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -522940.750000 Penalty: 4216.930664
	Iteration 8Q: 3 clusters Score -522940.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -522961.843750 Penalty: 4216.930664
	Iteration 9Q: 3 clusters Score -522961.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -522982.062500 Penalty: 4216.930664
	Iteration 10Q: 3 clusters Score -522982.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -522994.937500 Penalty: 4216.930664
	Iteration 11Q: 3 clusters Score -522994.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -523007.031250 Penalty: 4216.930664
	Iteration 12Q: 3 clusters Score -523007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -523017.562500 Penalty: 4216.930664
	Iteration 13Q: 3 clusters Score -523017.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -523025.875000 Penalty: 4216.930664
	Iteration 14Q: 3 clusters Score -523025.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -523036.437500 Penalty: 4216.930664
	Iteration 15Q: 3 clusters Score -523036.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -523047.062500 Penalty: 4216.930664
	Iteration 16Q: 3 clusters Score -523047.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -523058.031250 Penalty: 4216.930664
	Iteration 17Q: 3 clusters Score -523058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -523066.687500 Penalty: 4216.930664
	Iteration 18Q: 3 clusters Score -523066.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -523074.687500 Penalty: 4216.930664
	Iteration 19Q: 3 clusters Score -523074.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -523084.343750 Penalty: 4216.930664
	Iteration 20F: 3 clusters Score -523084.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -523094.531250 Penalty: 4216.930664
	Iteration 21Q: 3 clusters Score -523094.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -523103.812500 Penalty: 4216.930664
	Iteration 22Q: 3 clusters Score -523103.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -523110.187500 Penalty: 4216.930664
	Iteration 23Q: 3 clusters Score -523110.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -523119.406250 Penalty: 4216.930664
	Iteration 24Q: 3 clusters Score -523119.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -523128.437500 Penalty: 4216.930664
	Iteration 25Q: 3 clusters Score -523128.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -523138.468750 Penalty: 4216.930664
	Iteration 26Q: 3 clusters Score -523138.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -523146.718750 Penalty: 4216.930664
	Iteration 27Q: 3 clusters Score -523146.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -523152.062500 Penalty: 4216.930664
	Iteration 28Q: 3 clusters Score -523152.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -523155.625000 Penalty: 4216.930664
	Iteration 29Q: 3 clusters Score -523155.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -523160.718750 Penalty: 4216.930664
	Iteration 30Q: 3 clusters Score -523160.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -523163.593750 Penalty: 4216.930664
	Iteration 31Q: 3 clusters Score -523163.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -523165.406250 Penalty: 4216.930664
	Iteration 32Q: 3 clusters Score -523165.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -523171.250000 Penalty: 4216.930664
	Iteration 33Q: 3 clusters Score -523171.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -523175.375000 Penalty: 4216.930664
	Iteration 34Q: 3 clusters Score -523175.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -523180.093750 Penalty: 4216.930664
	Iteration 35Q: 3 clusters Score -523180.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -523184.750000 Penalty: 4216.930664
	Iteration 36Q: 3 clusters Score -523184.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -523188.375000 Penalty: 4216.930664
	Iteration 37Q: 3 clusters Score -523188.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -523193.406250 Penalty: 4216.930664
	Iteration 38Q: 3 clusters Score -523193.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -523197.281250 Penalty: 4216.930664
	Iteration 39Q: 3 clusters Score -523197.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -523200.875000 Penalty: 4216.930664
	Iteration 40F: 3 clusters Score -523200.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -523210.156250 Penalty: 4216.930664
	Iteration 41Q: 3 clusters Score -523210.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -523220.375000 Penalty: 4216.930664
	Iteration 42Q: 3 clusters Score -523220.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -523230.281250 Penalty: 4216.930664
	Iteration 43Q: 3 clusters Score -523230.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -523241.125000 Penalty: 4216.930664
	Iteration 44Q: 3 clusters Score -523241.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -523254.187500 Penalty: 4216.930664
	Iteration 45Q: 3 clusters Score -523254.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -523270.187500 Penalty: 4216.930664
	Iteration 46Q: 3 clusters Score -523270.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -523288.687500 Penalty: 4216.930664
	Iteration 47Q: 3 clusters Score -523288.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -523309.906250 Penalty: 4216.930664
	Iteration 48Q: 3 clusters Score -523309.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -523333.500000 Penalty: 4216.930664
	Iteration 49Q: 3 clusters Score -523333.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -523352.281250 Penalty: 4216.930664
	Iteration 50Q: 3 clusters Score -523352.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -523366.218750 Penalty: 4216.930664
	Iteration 51Q: 3 clusters Score -523366.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -523380.968750 Penalty: 4216.930664
	Iteration 52Q: 3 clusters Score -523381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -523395.406250 Penalty: 4216.930664
	Iteration 53Q: 3 clusters Score -523395.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -523418.562500 Penalty: 4216.930664
	Iteration 54Q: 3 clusters Score -523418.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -523446.312500 Penalty: 4216.930664
	Iteration 55Q: 3 clusters Score -523446.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -523484.000000 Penalty: 4216.930664
	Iteration 56Q: 3 clusters Score -523484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -523520.406250 Penalty: 4216.930664
	Iteration 57Q: 3 clusters Score -523520.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -523563.875000 Penalty: 4216.930664
	Iteration 58Q: 3 clusters Score -523563.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -523608.531250 Penalty: 4216.930664
	Iteration 59Q: 3 clusters Score -523608.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -523658.250000 Penalty: 4216.930664
	Iteration 60F: 3 clusters Score -523658.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -523704.062500 Penalty: 4216.930664
	Iteration 61Q: 3 clusters Score -523704.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -523761.343750 Penalty: 4216.930664
	Iteration 62Q: 3 clusters Score -523761.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -523807.625000 Penalty: 4216.930664
	Iteration 63Q: 3 clusters Score -523807.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -523842.125000 Penalty: 4216.930664
	Iteration 64Q: 3 clusters Score -523842.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -523869.375000 Penalty: 4216.930664
	Iteration 65Q: 3 clusters Score -523869.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -523896.375000 Penalty: 4216.930664
	Iteration 66Q: 3 clusters Score -523896.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -523916.187500 Penalty: 4216.930664
	Iteration 67Q: 3 clusters Score -523916.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -523926.500000 Penalty: 4216.930664
	Iteration 68Q: 3 clusters Score -523926.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -523937.218750 Penalty: 4216.930664
	Iteration 69Q: 3 clusters Score -523937.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -523949.000000 Penalty: 4216.930664
	Iteration 70Q: 3 clusters Score -523949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -523963.906250 Penalty: 4216.930664
	Iteration 71Q: 3 clusters Score -523963.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -523981.718750 Penalty: 4216.930664
	Iteration 72Q: 3 clusters Score -523981.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -523996.531250 Penalty: 4216.930664
	Iteration 73Q: 3 clusters Score -523996.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -524007.031250 Penalty: 4216.930664
	Iteration 74Q: 3 clusters Score -524007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -524015.968750 Penalty: 4216.930664
	Iteration 75Q: 3 clusters Score -524016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -524021.968750 Penalty: 4216.930664
	Iteration 76Q: 3 clusters Score -524022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -524023.812500 Penalty: 4216.930664
	Iteration 77Q: 3 clusters Score -524023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -524027.906250 Penalty: 4216.930664
	Iteration 78Q: 3 clusters Score -524027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -524031.562500 Penalty: 4216.930664
	Iteration 79Q: 3 clusters Score -524031.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -524036.562500 Penalty: 4216.930664
	Iteration 80F: 3 clusters Score -524036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -524041.843750 Penalty: 4216.930664
	Iteration 81Q: 3 clusters Score -524041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -524047.875000 Penalty: 4216.930664
	Iteration 82Q: 3 clusters Score -524047.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -524052.531250 Penalty: 4216.930664
	Iteration 83Q: 3 clusters Score -524052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -524058.625000 Penalty: 4216.930664
	Iteration 84Q: 3 clusters Score -524058.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -524064.843750 Penalty: 4216.930664
	Iteration 85Q: 3 clusters Score -524064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -524069.437500 Penalty: 4216.930664
	Iteration 86Q: 3 clusters Score -524069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -524072.312500 Penalty: 4216.930664
	Iteration 87Q: 3 clusters Score -524072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -524074.312500 Penalty: 4216.930664
	Iteration 88Q: 3 clusters Score -524074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -524074.375000 Penalty: 4216.930664
	Iteration 89Q: 3 clusters Score -524074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -524074.375000 Penalty: 4216.930664
	Iteration 90F: 3 clusters Score -524074.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -23188.998047 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22000.333984 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22000.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22094.255859 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22094.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22104.023438 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22104.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22104.023438 Penalty: 2692.955322
	Iteration 3F: 3 clusters Score -22104.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -19134.031250 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -19134.03 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 127 members 
Entering Unmasked Estep 
Score: -18007.748047 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -18007.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18110.265625 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -18110.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18146.673828 Penalty: 2752.341797
	Iteration 2Q: 3 clusters Score -18146.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18171.646484 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -18171.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18217.525391 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -18217.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18223.318359 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -18223.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18223.318359 Penalty: 2752.341797
	Iteration 6F: 3 clusters Score -18223.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -350241.125000 Penalty: 2001.894409
	Iteration 0F: 2 clusters Score -350241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -346873.937500 Penalty: 4003.788818
	Iteration 0F: 3 clusters Score -346873.9 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -347674.281250 Penalty: 4003.788818
	Iteration 1F: 3 clusters Score -347674.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -347930.375000 Penalty: 4003.788818
	Iteration 2F: 3 clusters Score -347930.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -348120.093750 Penalty: 4003.788818
	Iteration 3F: 3 clusters Score -348120.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -348287.093750 Penalty: 4003.788818
	Iteration 4F: 3 clusters Score -348287.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -348436.906250 Penalty: 4003.788818
	Iteration 5Q: 3 clusters Score -348436.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -348565.937500 Penalty: 4003.788818
	Iteration 6Q: 3 clusters Score -348565.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -348686.250000 Penalty: 4003.788818
	Iteration 7Q: 3 clusters Score -348686.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -348790.781250 Penalty: 4003.788818
	Iteration 8Q: 3 clusters Score -348790.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -348871.187500 Penalty: 4003.788818
	Iteration 9Q: 3 clusters Score -348871.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -348936.187500 Penalty: 4003.788818
	Iteration 10Q: 3 clusters Score -348936.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -348986.468750 Penalty: 4003.788818
	Iteration 11Q: 3 clusters Score -348986.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -349046.093750 Penalty: 4003.788818
	Iteration 12Q: 3 clusters Score -349046.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -349107.250000 Penalty: 4003.788818
	Iteration 13Q: 3 clusters Score -349107.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -349155.343750 Penalty: 4003.788818
	Iteration 14Q: 3 clusters Score -349155.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -349204.656250 Penalty: 4003.788818
	Iteration 15Q: 3 clusters Score -349204.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -349258.250000 Penalty: 4003.788818
	Iteration 16Q: 3 clusters Score -349258.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -349322.500000 Penalty: 4003.788818
	Iteration 17Q: 3 clusters Score -349322.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -349416.062500 Penalty: 4003.788818
	Iteration 18Q: 3 clusters Score -349416.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -349481.437500 Penalty: 4003.788818
	Iteration 19Q: 3 clusters Score -349481.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -349506.656250 Penalty: 4003.788818
	Iteration 20F: 3 clusters Score -349506.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -349525.656250 Penalty: 4003.788818
	Iteration 21Q: 3 clusters Score -349525.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -349540.656250 Penalty: 4003.788818
	Iteration 22Q: 3 clusters Score -349540.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -349545.375000 Penalty: 4003.788818
	Iteration 23Q: 3 clusters Score -349545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -349548.750000 Penalty: 4003.788818
	Iteration 24Q: 3 clusters Score -349548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -349550.843750 Penalty: 4003.788818
	Iteration 25Q: 3 clusters Score -349550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -349554.031250 Penalty: 4003.788818
	Iteration 26Q: 3 clusters Score -349554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -349553.500000 Penalty: 4003.788818
	Iteration 27Q: 3 clusters Score -349553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -349554.562500 Penalty: 4003.788818
	Iteration 28Q: 3 clusters Score -349554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -349555.125000 Penalty: 4003.788818
	Iteration 29Q: 3 clusters Score -349555.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -349555.125000 Penalty: 4003.788818
	Iteration 30F: 3 clusters Score -349555.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -895623.687500 Penalty: 2231.261963
	Iteration 0F: 2 clusters Score -895623.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -889188.312500 Penalty: 4462.523926
	Iteration 0F: 3 clusters Score -889188.3 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -890987.937500 Penalty: 4462.523926
	Iteration 1F: 3 clusters Score -890987.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -891376.250000 Penalty: 4462.523926
	Iteration 2F: 3 clusters Score -891376.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -891747.437500 Penalty: 4462.523926
	Iteration 3F: 3 clusters Score -891747.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -892200.687500 Penalty: 4462.523926
	Iteration 4F: 3 clusters Score -892200.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -892591.687500 Penalty: 4462.523926
	Iteration 5F: 3 clusters Score -892591.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -892882.375000 Penalty: 4462.523926
	Iteration 6F: 3 clusters Score -892882.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -893128.687500 Penalty: 4462.523926
	Iteration 7Q: 3 clusters Score -893128.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -893318.000000 Penalty: 4462.523926
	Iteration 8Q: 3 clusters Score -893318 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -893454.312500 Penalty: 4462.523926
	Iteration 9Q: 3 clusters Score -893454.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -893595.000000 Penalty: 4462.523926
	Iteration 10Q: 3 clusters Score -893595 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -893771.062500 Penalty: 4462.523926
	Iteration 11Q: 3 clusters Score -893771.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -893964.625000 Penalty: 4462.523926
	Iteration 12Q: 3 clusters Score -893964.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -894201.750000 Penalty: 4462.523926
	Iteration 13Q: 3 clusters Score -894201.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -894456.125000 Penalty: 4462.523926
	Iteration 14Q: 3 clusters Score -894456.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -894658.375000 Penalty: 4462.523926
	Iteration 15Q: 3 clusters Score -894658.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -894815.625000 Penalty: 4462.523926
	Iteration 16Q: 3 clusters Score -894815.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -894934.937500 Penalty: 4462.523926
	Iteration 17Q: 3 clusters Score -894934.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -895007.437500 Penalty: 4462.523926
	Iteration 18Q: 3 clusters Score -895007.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -895054.062500 Penalty: 4462.523926
	Iteration 19Q: 3 clusters Score -895054.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -895084.375000 Penalty: 4462.523926
	Iteration 20F: 3 clusters Score -895084.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -895108.125000 Penalty: 4462.523926
	Iteration 21Q: 3 clusters Score -895108.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -895130.250000 Penalty: 4462.523926
	Iteration 22Q: 3 clusters Score -895130.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -895145.687500 Penalty: 4462.523926
	Iteration 23Q: 3 clusters Score -895145.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -895157.750000 Penalty: 4462.523926
	Iteration 24Q: 3 clusters Score -895157.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -895168.125000 Penalty: 4462.523926
	Iteration 25Q: 3 clusters Score -895168.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -895179.062500 Penalty: 4462.523926
	Iteration 26Q: 3 clusters Score -895179.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -895191.625000 Penalty: 4462.523926
	Iteration 27Q: 3 clusters Score -895191.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -895206.562500 Penalty: 4462.523926
	Iteration 28Q: 3 clusters Score -895206.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -895223.000000 Penalty: 4462.523926
	Iteration 29Q: 3 clusters Score -895223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -895235.375000 Penalty: 4462.523926
	Iteration 30Q: 3 clusters Score -895235.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -895244.312500 Penalty: 4462.523926
	Iteration 31Q: 3 clusters Score -895244.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -895247.875000 Penalty: 4462.523926
	Iteration 32Q: 3 clusters Score -895247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -895249.812500 Penalty: 4462.523926
	Iteration 33Q: 3 clusters Score -895249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -895250.437500 Penalty: 4462.523926
	Iteration 34Q: 3 clusters Score -895250.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -895251.687500 Penalty: 4462.523926
	Iteration 35Q: 3 clusters Score -895251.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -895254.625000 Penalty: 4462.523926
	Iteration 36Q: 3 clusters Score -895254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -895255.687500 Penalty: 4462.523926
	Iteration 37Q: 3 clusters Score -895255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -895254.250000 Penalty: 4462.523926
	Iteration 38Q: 3 clusters Score -895254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -895253.875000 Penalty: 4462.523926
	Iteration 39Q: 3 clusters Score -895253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -895256.375000 Penalty: 4462.523926
	Iteration 40F: 3 clusters Score -895256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -895255.250000 Penalty: 4462.523926
	Iteration 41Q: 3 clusters Score -895255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -895256.937500 Penalty: 4462.523926
	Iteration 42Q: 3 clusters Score -895256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -895257.375000 Penalty: 4462.523926
	Iteration 43Q: 3 clusters Score -895257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -895256.562500 Penalty: 4462.523926
	Iteration 44Q: 3 clusters Score -895256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -895258.125000 Penalty: 4462.523926
	Iteration 45Q: 3 clusters Score -895258.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -895256.750000 Penalty: 4462.523926
	Iteration 46Q: 3 clusters Score -895256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -895259.500000 Penalty: 4462.523926
	Iteration 47Q: 3 clusters Score -895259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -895259.187500 Penalty: 4462.523926
	Iteration 48Q: 3 clusters Score -895259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -895259.125000 Penalty: 4462.523926
	Iteration 49Q: 3 clusters Score -895259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -895262.000000 Penalty: 4462.523926
	Iteration 50Q: 3 clusters Score -895262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -895260.000000 Penalty: 4462.523926
	Iteration 51Q: 3 clusters Score -895260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -895260.000000 Penalty: 4462.523926
	Iteration 52F: 3 clusters Score -895260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (10123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Entering Unmasked Estep 
Score: -1104867.750000 Penalty: 2287.196289
	Iteration 0F: 2 clusters Score -1104868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1097103.625000 Penalty: 4574.392578
	Iteration 0F: 3 clusters Score -1097104 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1099440.375000 Penalty: 4574.392578
	Iteration 1F: 3 clusters Score -1099440 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1100173.750000 Penalty: 4574.392578
	Iteration 2F: 3 clusters Score -1100174 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1101209.625000 Penalty: 4574.392578
	Iteration 3F: 3 clusters Score -1101210 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1102393.125000 Penalty: 4574.392578
	Iteration 4F: 3 clusters Score -1102393 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1103375.375000 Penalty: 4574.392578
	Iteration 5F: 3 clusters Score -1103375 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1103972.500000 Penalty: 4574.392578
	Iteration 6F: 3 clusters Score -1103972 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1104260.625000 Penalty: 4574.392578
	Iteration 7Q: 3 clusters Score -1104261 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1104421.875000 Penalty: 4574.392578
	Iteration 8Q: 3 clusters Score -1104422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1104513.750000 Penalty: 4574.392578
	Iteration 9Q: 3 clusters Score -1104514 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1104569.625000 Penalty: 4574.392578
	Iteration 10Q: 3 clusters Score -1104570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1104599.250000 Penalty: 4574.392578
	Iteration 11Q: 3 clusters Score -1104599 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1104607.500000 Penalty: 4574.392578
	Iteration 12Q: 3 clusters Score -1104608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1104618.250000 Penalty: 4574.392578
	Iteration 13Q: 3 clusters Score -1104618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1104627.750000 Penalty: 4574.392578
	Iteration 14Q: 3 clusters Score -1104628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1104629.750000 Penalty: 4574.392578
	Iteration 15Q: 3 clusters Score -1104630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1104636.500000 Penalty: 4574.392578
	Iteration 16Q: 3 clusters Score -1104636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1104639.750000 Penalty: 4574.392578
	Iteration 17Q: 3 clusters Score -1104640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1104642.500000 Penalty: 4574.392578
	Iteration 18Q: 3 clusters Score -1104642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1104643.875000 Penalty: 4574.392578
	Iteration 19Q: 3 clusters Score -1104644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1104642.625000 Penalty: 4574.392578
	Iteration 20F: 3 clusters Score -1104643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1104643.750000 Penalty: 4574.392578
	Iteration 21Q: 3 clusters Score -1104644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1104645.125000 Penalty: 4574.392578
	Iteration 22Q: 3 clusters Score -1104645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1104646.250000 Penalty: 4574.392578
	Iteration 23Q: 3 clusters Score -1104646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1104643.125000 Penalty: 4574.392578
	Iteration 24Q: 3 clusters Score -1104643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1104643.125000 Penalty: 4574.392578
	Iteration 25F: 3 clusters Score -1104643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -141664.265625 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -141664.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -139276.296875 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -139276.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -139719.890625 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -139719.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -139937.703125 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -139937.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -140106.031250 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -140106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -140212.718750 Penalty: 3691.766846
	Iteration 4Q: 3 clusters Score -140212.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -140289.781250 Penalty: 3691.766846
	Iteration 5Q: 3 clusters Score -140289.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -140342.187500 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -140342.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -140377.296875 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -140377.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -140401.984375 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -140402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -140420.234375 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -140420.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -140438.437500 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -140438.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -140454.687500 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -140454.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -140465.781250 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -140465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -140474.921875 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -140474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -140483.921875 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -140483.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -140494.062500 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -140494.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -140501.265625 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -140501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -140508.656250 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -140508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -140511.984375 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -140512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -140514.093750 Penalty: 3691.766846
	Iteration 19Q: 3 clusters Score -140514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -140514.093750 Penalty: 3691.766846
	Iteration 20F: 3 clusters Score -140514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Entering Unmasked Estep 
Score: -1703137.875000 Penalty: 2384.339355
	Iteration 0F: 2 clusters Score -1703138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1692302.875000 Penalty: 4768.678711
	Iteration 0F: 3 clusters Score -1692303 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1695633.000000 Penalty: 4768.678711
	Iteration 1F: 3 clusters Score -1695633 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1695925.125000 Penalty: 4768.678711
	Iteration 2F: 3 clusters Score -1695925 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1696139.125000 Penalty: 4768.678711
	Iteration 3Q: 3 clusters Score -1696139 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1696330.875000 Penalty: 4768.678711
	Iteration 4Q: 3 clusters Score -1696331 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1696484.125000 Penalty: 4768.678711
	Iteration 5Q: 3 clusters Score -1696484 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1696624.500000 Penalty: 4768.678711
	Iteration 6Q: 3 clusters Score -1696624 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1696758.750000 Penalty: 4768.678711
	Iteration 7Q: 3 clusters Score -1696759 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1696910.250000 Penalty: 4768.678711
	Iteration 8Q: 3 clusters Score -1696910 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1697132.250000 Penalty: 4768.678711
	Iteration 9Q: 3 clusters Score -1697132 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1697438.125000 Penalty: 4768.678711
	Iteration 10Q: 3 clusters Score -1697438 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1697925.625000 Penalty: 4768.678711
	Iteration 11F: 3 clusters Score -1697926 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1698557.000000 Penalty: 4768.678711
	Iteration 12F: 3 clusters Score -1698557 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1699266.375000 Penalty: 4768.678711
	Iteration 13F: 3 clusters Score -1699266 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1699824.250000 Penalty: 4768.678711
	Iteration 14Q: 3 clusters Score -1699824 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1700269.375000 Penalty: 4768.678711
	Iteration 15Q: 3 clusters Score -1700269 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1700581.250000 Penalty: 4768.678711
	Iteration 16Q: 3 clusters Score -1700581 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1700777.125000 Penalty: 4768.678711
	Iteration 17Q: 3 clusters Score -1700777 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1700877.000000 Penalty: 4768.678711
	Iteration 18Q: 3 clusters Score -1700877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1700939.750000 Penalty: 4768.678711
	Iteration 19Q: 3 clusters Score -1700940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1700980.000000 Penalty: 4768.678711
	Iteration 20F: 3 clusters Score -1700980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1701007.625000 Penalty: 4768.678711
	Iteration 21Q: 3 clusters Score -1701008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1701015.000000 Penalty: 4768.678711
	Iteration 22Q: 3 clusters Score -1701015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1701017.750000 Penalty: 4768.678711
	Iteration 23Q: 3 clusters Score -1701018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1701025.250000 Penalty: 4768.678711
	Iteration 24Q: 3 clusters Score -1701025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1701028.250000 Penalty: 4768.678711
	Iteration 25Q: 3 clusters Score -1701028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1701029.875000 Penalty: 4768.678711
	Iteration 26Q: 3 clusters Score -1701030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1701032.125000 Penalty: 4768.678711
	Iteration 27Q: 3 clusters Score -1701032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1701033.500000 Penalty: 4768.678711
	Iteration 28Q: 3 clusters Score -1701034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1701035.375000 Penalty: 4768.678711
	Iteration 29Q: 3 clusters Score -1701035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1701037.375000 Penalty: 4768.678711
	Iteration 30Q: 3 clusters Score -1701037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1701037.375000 Penalty: 4768.678711
	Iteration 31F: 3 clusters Score -1701037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -90964.335938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -90964.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89102.859375 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -89102.86 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89420.125000 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -89420.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89555.554688 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -89555.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89640.351562 Penalty: 3367.330078
	Iteration 3Q: 3 clusters Score -89640.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89730.828125 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -89730.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89823.320312 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -89823.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89912.382812 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -89912.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89961.921875 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -89961.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90009.914062 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -90009.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90043.656250 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -90043.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90064.960938 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -90064.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -90077.226562 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -90077.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -90092.460938 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -90092.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90104.914062 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -90104.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -90109.757812 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -90109.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -90113.523438 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -90113.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -90115.968750 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -90115.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -90115.968750 Penalty: 3367.330078
	Iteration 17F: 3 clusters Score -90115.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -931641.875000 Penalty: 2235.854248
	Iteration 0F: 2 clusters Score -931641.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -925117.125000 Penalty: 4471.708496
	Iteration 0F: 3 clusters Score -925117.1 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -926918.687500 Penalty: 4471.708496
	Iteration 1F: 3 clusters Score -926918.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -927162.687500 Penalty: 4471.708496
	Iteration 2F: 3 clusters Score -927162.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -927367.750000 Penalty: 4471.708496
	Iteration 3Q: 3 clusters Score -927367.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -927541.937500 Penalty: 4471.708496
	Iteration 4Q: 3 clusters Score -927541.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -927679.187500 Penalty: 4471.708496
	Iteration 5Q: 3 clusters Score -927679.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -927850.187500 Penalty: 4471.708496
	Iteration 6Q: 3 clusters Score -927850.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -927993.437500 Penalty: 4471.708496
	Iteration 7Q: 3 clusters Score -927993.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -928160.750000 Penalty: 4471.708496
	Iteration 8Q: 3 clusters Score -928160.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -928357.062500 Penalty: 4471.708496
	Iteration 9Q: 3 clusters Score -928357.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -928551.500000 Penalty: 4471.708496
	Iteration 10Q: 3 clusters Score -928551.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -928710.437500 Penalty: 4471.708496
	Iteration 11Q: 3 clusters Score -928710.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -928873.500000 Penalty: 4471.708496
	Iteration 12Q: 3 clusters Score -928873.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -929033.875000 Penalty: 4471.708496
	Iteration 13Q: 3 clusters Score -929033.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -929156.000000 Penalty: 4471.708496
	Iteration 14Q: 3 clusters Score -929156 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -929246.812500 Penalty: 4471.708496
	Iteration 15Q: 3 clusters Score -929246.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -929324.312500 Penalty: 4471.708496
	Iteration 16Q: 3 clusters Score -929324.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -929398.500000 Penalty: 4471.708496
	Iteration 17Q: 3 clusters Score -929398.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -929464.750000 Penalty: 4471.708496
	Iteration 18Q: 3 clusters Score -929464.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -929513.562500 Penalty: 4471.708496
	Iteration 19Q: 3 clusters Score -929513.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -929548.062500 Penalty: 4471.708496
	Iteration 20F: 3 clusters Score -929548.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -929587.875000 Penalty: 4471.708496
	Iteration 21Q: 3 clusters Score -929587.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -929612.375000 Penalty: 4471.708496
	Iteration 22Q: 3 clusters Score -929612.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -929635.875000 Penalty: 4471.708496
	Iteration 23Q: 3 clusters Score -929635.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -929649.625000 Penalty: 4471.708496
	Iteration 24Q: 3 clusters Score -929649.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -929655.250000 Penalty: 4471.708496
	Iteration 25Q: 3 clusters Score -929655.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -929661.875000 Penalty: 4471.708496
	Iteration 26Q: 3 clusters Score -929661.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -929668.187500 Penalty: 4471.708496
	Iteration 27Q: 3 clusters Score -929668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -929670.875000 Penalty: 4471.708496
	Iteration 28Q: 3 clusters Score -929670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -929676.875000 Penalty: 4471.708496
	Iteration 29Q: 3 clusters Score -929676.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -929679.000000 Penalty: 4471.708496
	Iteration 30Q: 3 clusters Score -929679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -929681.625000 Penalty: 4471.708496
	Iteration 31Q: 3 clusters Score -929681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -929682.312500 Penalty: 4471.708496
	Iteration 32Q: 3 clusters Score -929682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -929684.437500 Penalty: 4471.708496
	Iteration 33Q: 3 clusters Score -929684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -929686.125000 Penalty: 4471.708496
	Iteration 34Q: 3 clusters Score -929686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -929686.937500 Penalty: 4471.708496
	Iteration 35Q: 3 clusters Score -929686.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -929687.000000 Penalty: 4471.708496
	Iteration 36Q: 3 clusters Score -929687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -929687.000000 Penalty: 4471.708496
	Iteration 37F: 3 clusters Score -929687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51654.210938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51654.21 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 270 members 
Entering Unmasked Estep 
Score: -50119.597656 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50119.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50310.003906 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50361.675781 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50361.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50382.496094 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50395.792969 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50395.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50399.355469 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50399.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50403.488281 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50403.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50406.406250 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50406.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50406.406250 Penalty: 3096.142822
	Iteration 8F: 3 clusters Score -50406.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Entering Unmasked Estep 
Score: -2402948.250000 Penalty: 2465.648438
	Iteration 0F: 2 clusters Score -2402948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2388377.500000 Penalty: 4931.296875
	Iteration 0F: 3 clusters Score -2388378 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2393216.000000 Penalty: 4931.296875
	Iteration 1F: 3 clusters Score -2393216 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2393571.000000 Penalty: 4931.296875
	Iteration 2F: 3 clusters Score -2393571 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2393924.250000 Penalty: 4931.296875
	Iteration 3Q: 3 clusters Score -2393924 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2394303.750000 Penalty: 4931.296875
	Iteration 4Q: 3 clusters Score -2394304 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2394799.750000 Penalty: 4931.296875
	Iteration 5Q: 3 clusters Score -2394800 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2395469.000000 Penalty: 4931.296875
	Iteration 6F: 3 clusters Score -2395469 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2396426.000000 Penalty: 4931.296875
	Iteration 7F: 3 clusters Score -2396426 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2397505.750000 Penalty: 4931.296875
	Iteration 8F: 3 clusters Score -2397506 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2398549.250000 Penalty: 4931.296875
	Iteration 9F: 3 clusters Score -2398549 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2399295.000000 Penalty: 4931.296875
	Iteration 10F: 3 clusters Score -2399295 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2399758.250000 Penalty: 4931.296875
	Iteration 11Q: 3 clusters Score -2399758 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2400024.750000 Penalty: 4931.296875
	Iteration 12Q: 3 clusters Score -2400025 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2400149.750000 Penalty: 4931.296875
	Iteration 13Q: 3 clusters Score -2400150 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2400256.750000 Penalty: 4931.296875
	Iteration 14Q: 3 clusters Score -2400257 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2400319.500000 Penalty: 4931.296875
	Iteration 15Q: 3 clusters Score -2400320 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2400368.750000 Penalty: 4931.296875
	Iteration 16Q: 3 clusters Score -2400369 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2400431.250000 Penalty: 4931.296875
	Iteration 17Q: 3 clusters Score -2400431 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2400478.750000 Penalty: 4931.296875
	Iteration 18Q: 3 clusters Score -2400479 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2400514.250000 Penalty: 4931.296875
	Iteration 19Q: 3 clusters Score -2400514 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2400553.000000 Penalty: 4931.296875
	Iteration 20F: 3 clusters Score -2400553 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2400581.750000 Penalty: 4931.296875
	Iteration 21Q: 3 clusters Score -2400582 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2400603.000000 Penalty: 4931.296875
	Iteration 22Q: 3 clusters Score -2400603 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2400631.500000 Penalty: 4931.296875
	Iteration 23Q: 3 clusters Score -2400632 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2400641.250000 Penalty: 4931.296875
	Iteration 24Q: 3 clusters Score -2400641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2400656.000000 Penalty: 4931.296875
	Iteration 25Q: 3 clusters Score -2400656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2400669.750000 Penalty: 4931.296875
	Iteration 26Q: 3 clusters Score -2400670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2400677.500000 Penalty: 4931.296875
	Iteration 27Q: 3 clusters Score -2400678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2400690.750000 Penalty: 4931.296875
	Iteration 28Q: 3 clusters Score -2400691 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2400694.000000 Penalty: 4931.296875
	Iteration 29Q: 3 clusters Score -2400694 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2400705.500000 Penalty: 4931.296875
	Iteration 30Q: 3 clusters Score -2400706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2400712.500000 Penalty: 4931.296875
	Iteration 31Q: 3 clusters Score -2400712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2400715.250000 Penalty: 4931.296875
	Iteration 32Q: 3 clusters Score -2400715 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2400721.750000 Penalty: 4931.296875
	Iteration 33Q: 3 clusters Score -2400722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2400726.250000 Penalty: 4931.296875
	Iteration 34Q: 3 clusters Score -2400726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2400729.250000 Penalty: 4931.296875
	Iteration 35Q: 3 clusters Score -2400729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2400732.000000 Penalty: 4931.296875
	Iteration 36Q: 3 clusters Score -2400732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2400740.000000 Penalty: 4931.296875
	Iteration 37Q: 3 clusters Score -2400740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2400745.000000 Penalty: 4931.296875
	Iteration 38Q: 3 clusters Score -2400745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2400742.000000 Penalty: 4931.296875
	Iteration 39Q: 3 clusters Score -2400742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2400748.500000 Penalty: 4931.296875
	Iteration 40F: 3 clusters Score -2400748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2400747.750000 Penalty: 4931.296875
	Iteration 41Q: 3 clusters Score -2400748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2400749.000000 Penalty: 4931.296875
	Iteration 42Q: 3 clusters Score -2400749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2400745.000000 Penalty: 4931.296875
	Iteration 43Q: 3 clusters Score -2400745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2400749.250000 Penalty: 4931.296875
	Iteration 44Q: 3 clusters Score -2400749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2400744.500000 Penalty: 4931.296875
	Iteration 45Q: 3 clusters Score -2400744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2400747.500000 Penalty: 4931.296875
	Iteration 46Q: 3 clusters Score -2400748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2400753.000000 Penalty: 4931.296875
	Iteration 47Q: 3 clusters Score -2400753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2400755.500000 Penalty: 4931.296875
	Iteration 48Q: 3 clusters Score -2400756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2400761.500000 Penalty: 4931.296875
	Iteration 49Q: 3 clusters Score -2400762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2400765.500000 Penalty: 4931.296875
	Iteration 50Q: 3 clusters Score -2400766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2400764.250000 Penalty: 4931.296875
	Iteration 51Q: 3 clusters Score -2400764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2400768.750000 Penalty: 4931.296875
	Iteration 52Q: 3 clusters Score -2400769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2400769.250000 Penalty: 4931.296875
	Iteration 53Q: 3 clusters Score -2400769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2400767.750000 Penalty: 4931.296875
	Iteration 54Q: 3 clusters Score -2400768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2400767.250000 Penalty: 4931.296875
	Iteration 55Q: 3 clusters Score -2400767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2400767.000000 Penalty: 4931.296875
	Iteration 56Q: 3 clusters Score -2400767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2400766.500000 Penalty: 4931.296875
	Iteration 57Q: 3 clusters Score -2400766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2400767.500000 Penalty: 4931.296875
	Iteration 58Q: 3 clusters Score -2400768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2400769.500000 Penalty: 4931.296875
	Iteration 59Q: 3 clusters Score -2400770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2400762.250000 Penalty: 4931.296875
	Iteration 60F: 3 clusters Score -2400762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2400764.000000 Penalty: 4931.296875
	Iteration 61Q: 3 clusters Score -2400764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2400764.250000 Penalty: 4931.296875
	Iteration 62Q: 3 clusters Score -2400764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2400763.750000 Penalty: 4931.296875
	Iteration 63Q: 3 clusters Score -2400764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2400762.750000 Penalty: 4931.296875
	Iteration 64Q: 3 clusters Score -2400763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2400766.000000 Penalty: 4931.296875
	Iteration 65Q: 3 clusters Score -2400766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2400766.000000 Penalty: 4931.296875
	Iteration 66F: 3 clusters Score -2400766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Entering Unmasked Estep 
Score: -134159.890625 Penalty: 1819.237305
	Iteration 0F: 2 clusters Score -134159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -131837.859375 Penalty: 3638.474609
	Iteration 0F: 3 clusters Score -131837.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -132286.718750 Penalty: 3638.474609
	Iteration 1F: 3 clusters Score -132286.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -132433.937500 Penalty: 3638.474609
	Iteration 2F: 3 clusters Score -132433.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -132529.468750 Penalty: 3638.474609
	Iteration 3F: 3 clusters Score -132529.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -132623.000000 Penalty: 3638.474609
	Iteration 4Q: 3 clusters Score -132623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -132700.203125 Penalty: 3638.474609
	Iteration 5Q: 3 clusters Score -132700.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -132775.781250 Penalty: 3638.474609
	Iteration 6Q: 3 clusters Score -132775.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -132808.812500 Penalty: 3638.474609
	Iteration 7Q: 3 clusters Score -132808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -132825.359375 Penalty: 3638.474609
	Iteration 8Q: 3 clusters Score -132825.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -132845.609375 Penalty: 3638.474609
	Iteration 9Q: 3 clusters Score -132845.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -132863.859375 Penalty: 3638.474609
	Iteration 10Q: 3 clusters Score -132863.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -132882.171875 Penalty: 3638.474609
	Iteration 11Q: 3 clusters Score -132882.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -132898.500000 Penalty: 3638.474609
	Iteration 12Q: 3 clusters Score -132898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -132901.937500 Penalty: 3638.474609
	Iteration 13Q: 3 clusters Score -132901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -132907.593750 Penalty: 3638.474609
	Iteration 14Q: 3 clusters Score -132907.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132920.640625 Penalty: 3638.474609
	Iteration 15Q: 3 clusters Score -132920.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -132933.000000 Penalty: 3638.474609
	Iteration 16Q: 3 clusters Score -132933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -132946.812500 Penalty: 3638.474609
	Iteration 17Q: 3 clusters Score -132946.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -132963.796875 Penalty: 3638.474609
	Iteration 18Q: 3 clusters Score -132963.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -132999.359375 Penalty: 3638.474609
	Iteration 19Q: 3 clusters Score -132999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -133024.609375 Penalty: 3638.474609
	Iteration 20F: 3 clusters Score -133024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -133045.421875 Penalty: 3638.474609
	Iteration 21Q: 3 clusters Score -133045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -133058.890625 Penalty: 3638.474609
	Iteration 22Q: 3 clusters Score -133058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -133067.437500 Penalty: 3638.474609
	Iteration 23Q: 3 clusters Score -133067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -133071.328125 Penalty: 3638.474609
	Iteration 24Q: 3 clusters Score -133071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -133073.625000 Penalty: 3638.474609
	Iteration 25Q: 3 clusters Score -133073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -133074.140625 Penalty: 3638.474609
	Iteration 26Q: 3 clusters Score -133074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -133074.140625 Penalty: 3638.474609
	Iteration 27F: 3 clusters Score -133074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -802986.125000 Penalty: 2240.806641
	Iteration 0F: 2 clusters Score -802986.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -796351.187500 Penalty: 4481.613281
	Iteration 0F: 3 clusters Score -796351.2 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -798232.000000 Penalty: 4481.613281
	Iteration 1F: 3 clusters Score -798232 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -798534.062500 Penalty: 4481.613281
	Iteration 2F: 3 clusters Score -798534.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -798782.437500 Penalty: 4481.613281
	Iteration 3F: 3 clusters Score -798782.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -798990.000000 Penalty: 4481.613281
	Iteration 4Q: 3 clusters Score -798990 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -799182.437500 Penalty: 4481.613281
	Iteration 5Q: 3 clusters Score -799182.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -799346.312500 Penalty: 4481.613281
	Iteration 6Q: 3 clusters Score -799346.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -799492.187500 Penalty: 4481.613281
	Iteration 7Q: 3 clusters Score -799492.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -799642.562500 Penalty: 4481.613281
	Iteration 8Q: 3 clusters Score -799642.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -799790.875000 Penalty: 4481.613281
	Iteration 9Q: 3 clusters Score -799790.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -799923.250000 Penalty: 4481.613281
	Iteration 10Q: 3 clusters Score -799923.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -800057.000000 Penalty: 4481.613281
	Iteration 11Q: 3 clusters Score -800057 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -800174.000000 Penalty: 4481.613281
	Iteration 12Q: 3 clusters Score -800174 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -800262.312500 Penalty: 4481.613281
	Iteration 13Q: 3 clusters Score -800262.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -800322.500000 Penalty: 4481.613281
	Iteration 14Q: 3 clusters Score -800322.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -800365.125000 Penalty: 4481.613281
	Iteration 15Q: 3 clusters Score -800365.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -800393.312500 Penalty: 4481.613281
	Iteration 16Q: 3 clusters Score -800393.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -800413.875000 Penalty: 4481.613281
	Iteration 17Q: 3 clusters Score -800413.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -800435.000000 Penalty: 4481.613281
	Iteration 18Q: 3 clusters Score -800435 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -800460.812500 Penalty: 4481.613281
	Iteration 19Q: 3 clusters Score -800460.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -800483.187500 Penalty: 4481.613281
	Iteration 20F: 3 clusters Score -800483.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -800502.000000 Penalty: 4481.613281
	Iteration 21Q: 3 clusters Score -800502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -800523.687500 Penalty: 4481.613281
	Iteration 22Q: 3 clusters Score -800523.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -800538.375000 Penalty: 4481.613281
	Iteration 23Q: 3 clusters Score -800538.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -800554.125000 Penalty: 4481.613281
	Iteration 24Q: 3 clusters Score -800554.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -800573.687500 Penalty: 4481.613281
	Iteration 25Q: 3 clusters Score -800573.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -800593.312500 Penalty: 4481.613281
	Iteration 26Q: 3 clusters Score -800593.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -800611.750000 Penalty: 4481.613281
	Iteration 27Q: 3 clusters Score -800611.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -800640.250000 Penalty: 4481.613281
	Iteration 28Q: 3 clusters Score -800640.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -800657.812500 Penalty: 4481.613281
	Iteration 29Q: 3 clusters Score -800657.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -800677.937500 Penalty: 4481.613281
	Iteration 30Q: 3 clusters Score -800677.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -800701.375000 Penalty: 4481.613281
	Iteration 31Q: 3 clusters Score -800701.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -800732.500000 Penalty: 4481.613281
	Iteration 32Q: 3 clusters Score -800732.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -800762.000000 Penalty: 4481.613281
	Iteration 33Q: 3 clusters Score -800762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -800790.687500 Penalty: 4481.613281
	Iteration 34Q: 3 clusters Score -800790.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -800822.562500 Penalty: 4481.613281
	Iteration 35Q: 3 clusters Score -800822.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -800852.750000 Penalty: 4481.613281
	Iteration 36Q: 3 clusters Score -800852.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -800886.562500 Penalty: 4481.613281
	Iteration 37Q: 3 clusters Score -800886.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -800924.500000 Penalty: 4481.613281
	Iteration 38Q: 3 clusters Score -800924.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -800975.000000 Penalty: 4481.613281
	Iteration 39Q: 3 clusters Score -800975 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -801021.437500 Penalty: 4481.613281
	Iteration 40F: 3 clusters Score -801021.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -801068.937500 Penalty: 4481.613281
	Iteration 41Q: 3 clusters Score -801068.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -801104.437500 Penalty: 4481.613281
	Iteration 42Q: 3 clusters Score -801104.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -801148.125000 Penalty: 4481.613281
	Iteration 43Q: 3 clusters Score -801148.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -801211.750000 Penalty: 4481.613281
	Iteration 44Q: 3 clusters Score -801211.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -801277.312500 Penalty: 4481.613281
	Iteration 45Q: 3 clusters Score -801277.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -801352.062500 Penalty: 4481.613281
	Iteration 46Q: 3 clusters Score -801352.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -801426.000000 Penalty: 4481.613281
	Iteration 47Q: 3 clusters Score -801426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -801493.937500 Penalty: 4481.613281
	Iteration 48Q: 3 clusters Score -801493.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -801543.062500 Penalty: 4481.613281
	Iteration 49Q: 3 clusters Score -801543.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -801570.375000 Penalty: 4481.613281
	Iteration 50Q: 3 clusters Score -801570.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -801594.625000 Penalty: 4481.613281
	Iteration 51Q: 3 clusters Score -801594.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -801620.875000 Penalty: 4481.613281
	Iteration 52Q: 3 clusters Score -801620.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -801636.500000 Penalty: 4481.613281
	Iteration 53Q: 3 clusters Score -801636.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -801648.062500 Penalty: 4481.613281
	Iteration 54Q: 3 clusters Score -801648.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -801656.625000 Penalty: 4481.613281
	Iteration 55Q: 3 clusters Score -801656.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -801667.312500 Penalty: 4481.613281
	Iteration 56Q: 3 clusters Score -801667.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -801682.187500 Penalty: 4481.613281
	Iteration 57Q: 3 clusters Score -801682.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -801695.437500 Penalty: 4481.613281
	Iteration 58Q: 3 clusters Score -801695.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -801701.250000 Penalty: 4481.613281
	Iteration 59Q: 3 clusters Score -801701.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -801713.062500 Penalty: 4481.613281
	Iteration 60F: 3 clusters Score -801713.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -801724.625000 Penalty: 4481.613281
	Iteration 61Q: 3 clusters Score -801724.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -801735.687500 Penalty: 4481.613281
	Iteration 62Q: 3 clusters Score -801735.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -801744.875000 Penalty: 4481.613281
	Iteration 63Q: 3 clusters Score -801744.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -801753.375000 Penalty: 4481.613281
	Iteration 64Q: 3 clusters Score -801753.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -801763.500000 Penalty: 4481.613281
	Iteration 65Q: 3 clusters Score -801763.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -801776.875000 Penalty: 4481.613281
	Iteration 66Q: 3 clusters Score -801776.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -801791.687500 Penalty: 4481.613281
	Iteration 67Q: 3 clusters Score -801791.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -801799.812500 Penalty: 4481.613281
	Iteration 68Q: 3 clusters Score -801799.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -801808.250000 Penalty: 4481.613281
	Iteration 69Q: 3 clusters Score -801808.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -801816.062500 Penalty: 4481.613281
	Iteration 70Q: 3 clusters Score -801816.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -801822.000000 Penalty: 4481.613281
	Iteration 71Q: 3 clusters Score -801822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -801825.937500 Penalty: 4481.613281
	Iteration 72Q: 3 clusters Score -801825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -801827.875000 Penalty: 4481.613281
	Iteration 73Q: 3 clusters Score -801827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -801829.625000 Penalty: 4481.613281
	Iteration 74Q: 3 clusters Score -801829.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -801831.500000 Penalty: 4481.613281
	Iteration 75Q: 3 clusters Score -801831.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -801833.687500 Penalty: 4481.613281
	Iteration 76Q: 3 clusters Score -801833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -801834.250000 Penalty: 4481.613281
	Iteration 77Q: 3 clusters Score -801834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -801833.875000 Penalty: 4481.613281
	Iteration 78Q: 3 clusters Score -801833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -801834.812500 Penalty: 4481.613281
	Iteration 79Q: 3 clusters Score -801834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -801834.812500 Penalty: 4481.613281
	Iteration 80F: 3 clusters Score -801834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -495167.875000 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -495167.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -490643.875000 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -490643.9 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -491748.250000 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -491748.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -491993.781250 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -491993.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -492195.000000 Penalty: 4225.023438
	Iteration 3F: 3 clusters Score -492195 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -492373.468750 Penalty: 4225.023438
	Iteration 4Q: 3 clusters Score -492373.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -492552.312500 Penalty: 4225.023438
	Iteration 5Q: 3 clusters Score -492552.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -492716.781250 Penalty: 4225.023438
	Iteration 6Q: 3 clusters Score -492716.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -492888.406250 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -492888.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -493070.218750 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -493070.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -493254.875000 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -493254.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -493414.843750 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -493414.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -493552.562500 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -493552.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -493660.718750 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -493660.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -493753.000000 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -493753 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -493844.562500 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -493844.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -493921.312500 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -493921.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -493988.656250 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -493988.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -494054.562500 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -494054.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -494113.281250 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -494113.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -494165.000000 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -494165 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -494205.093750 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -494205.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -494236.843750 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -494236.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -494259.906250 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -494259.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -494277.437500 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -494277.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -494292.906250 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -494292.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -494306.906250 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -494306.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -494312.656250 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -494312.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -494317.531250 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -494317.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -494319.843750 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -494319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -494321.875000 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -494321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -494322.937500 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -494322.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -494322.531250 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -494322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -494323.562500 Penalty: 4225.023438
	Iteration 32Q: 3 clusters Score -494323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -494324.093750 Penalty: 4225.023438
	Iteration 33Q: 3 clusters Score -494324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -494324.406250 Penalty: 4225.023438
	Iteration 34Q: 3 clusters Score -494324.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -494324.406250 Penalty: 4225.023438
	Iteration 35F: 3 clusters Score -494324.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -68248.867188 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -68248.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66609.187500 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -66609.19 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66808.960938 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -66808.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66848.679688 Penalty: 3209.516602
	Iteration 2Q: 3 clusters Score -66848.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66861.703125 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -66861.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66870.507812 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -66870.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66873.710938 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -66873.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66875.437500 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -66875.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66879.117188 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -66879.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66880.421875 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -66880.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66880.421875 Penalty: 3209.516602
	Iteration 9F: 3 clusters Score -66880.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Entering Unmasked Estep 
Score: -1463728.250000 Penalty: 2346.622559
	Iteration 0F: 2 clusters Score -1463728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1454172.375000 Penalty: 4693.245117
	Iteration 0F: 3 clusters Score -1454172 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1457013.500000 Penalty: 4693.245117
	Iteration 1F: 3 clusters Score -1457014 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1457331.875000 Penalty: 4693.245117
	Iteration 2F: 3 clusters Score -1457332 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1457574.000000 Penalty: 4693.245117
	Iteration 3Q: 3 clusters Score -1457574 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1457766.250000 Penalty: 4693.245117
	Iteration 4Q: 3 clusters Score -1457766 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1457953.000000 Penalty: 4693.245117
	Iteration 5Q: 3 clusters Score -1457953 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1458111.625000 Penalty: 4693.245117
	Iteration 6Q: 3 clusters Score -1458112 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1458268.375000 Penalty: 4693.245117
	Iteration 7Q: 3 clusters Score -1458268 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1458396.250000 Penalty: 4693.245117
	Iteration 8Q: 3 clusters Score -1458396 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1458506.000000 Penalty: 4693.245117
	Iteration 9Q: 3 clusters Score -1458506 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1458605.500000 Penalty: 4693.245117
	Iteration 10Q: 3 clusters Score -1458606 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1458717.875000 Penalty: 4693.245117
	Iteration 11Q: 3 clusters Score -1458718 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1458806.875000 Penalty: 4693.245117
	Iteration 12Q: 3 clusters Score -1458807 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1458885.875000 Penalty: 4693.245117
	Iteration 13Q: 3 clusters Score -1458886 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1458980.875000 Penalty: 4693.245117
	Iteration 14Q: 3 clusters Score -1458981 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1459074.250000 Penalty: 4693.245117
	Iteration 15Q: 3 clusters Score -1459074 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1459189.000000 Penalty: 4693.245117
	Iteration 16Q: 3 clusters Score -1459189 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1459298.500000 Penalty: 4693.245117
	Iteration 17Q: 3 clusters Score -1459298 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1459419.500000 Penalty: 4693.245117
	Iteration 18Q: 3 clusters Score -1459420 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1459543.125000 Penalty: 4693.245117
	Iteration 19Q: 3 clusters Score -1459543 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1459650.500000 Penalty: 4693.245117
	Iteration 20F: 3 clusters Score -1459650 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1459757.750000 Penalty: 4693.245117
	Iteration 21Q: 3 clusters Score -1459758 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1459838.625000 Penalty: 4693.245117
	Iteration 22Q: 3 clusters Score -1459839 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1459901.375000 Penalty: 4693.245117
	Iteration 23Q: 3 clusters Score -1459901 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1459943.625000 Penalty: 4693.245117
	Iteration 24Q: 3 clusters Score -1459944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1459980.500000 Penalty: 4693.245117
	Iteration 25Q: 3 clusters Score -1459980 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1460014.875000 Penalty: 4693.245117
	Iteration 26Q: 3 clusters Score -1460015 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1460038.000000 Penalty: 4693.245117
	Iteration 27Q: 3 clusters Score -1460038 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1460056.625000 Penalty: 4693.245117
	Iteration 28Q: 3 clusters Score -1460057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1460077.625000 Penalty: 4693.245117
	Iteration 29Q: 3 clusters Score -1460078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1460089.000000 Penalty: 4693.245117
	Iteration 30Q: 3 clusters Score -1460089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1460096.125000 Penalty: 4693.245117
	Iteration 31Q: 3 clusters Score -1460096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1460101.750000 Penalty: 4693.245117
	Iteration 32Q: 3 clusters Score -1460102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1460119.000000 Penalty: 4693.245117
	Iteration 33Q: 3 clusters Score -1460119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1460126.750000 Penalty: 4693.245117
	Iteration 34Q: 3 clusters Score -1460127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1460129.500000 Penalty: 4693.245117
	Iteration 35Q: 3 clusters Score -1460130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1460137.750000 Penalty: 4693.245117
	Iteration 36Q: 3 clusters Score -1460138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1460146.250000 Penalty: 4693.245117
	Iteration 37Q: 3 clusters Score -1460146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1460152.250000 Penalty: 4693.245117
	Iteration 38Q: 3 clusters Score -1460152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1460162.250000 Penalty: 4693.245117
	Iteration 39Q: 3 clusters Score -1460162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1460164.500000 Penalty: 4693.245117
	Iteration 40F: 3 clusters Score -1460164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1460165.750000 Penalty: 4693.245117
	Iteration 41Q: 3 clusters Score -1460166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1460172.875000 Penalty: 4693.245117
	Iteration 42Q: 3 clusters Score -1460173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1460176.500000 Penalty: 4693.245117
	Iteration 43Q: 3 clusters Score -1460176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1460181.625000 Penalty: 4693.245117
	Iteration 44Q: 3 clusters Score -1460182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1460190.375000 Penalty: 4693.245117
	Iteration 45Q: 3 clusters Score -1460190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1460193.750000 Penalty: 4693.245117
	Iteration 46Q: 3 clusters Score -1460194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1460194.125000 Penalty: 4693.245117
	Iteration 47Q: 3 clusters Score -1460194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1460195.250000 Penalty: 4693.245117
	Iteration 48Q: 3 clusters Score -1460195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1460203.375000 Penalty: 4693.245117
	Iteration 49Q: 3 clusters Score -1460203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1460204.125000 Penalty: 4693.245117
	Iteration 50Q: 3 clusters Score -1460204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1460211.625000 Penalty: 4693.245117
	Iteration 51Q: 3 clusters Score -1460212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1460213.625000 Penalty: 4693.245117
	Iteration 52Q: 3 clusters Score -1460214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1460218.000000 Penalty: 4693.245117
	Iteration 53Q: 3 clusters Score -1460218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1460221.500000 Penalty: 4693.245117
	Iteration 54Q: 3 clusters Score -1460222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1460222.750000 Penalty: 4693.245117
	Iteration 55Q: 3 clusters Score -1460223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1460223.875000 Penalty: 4693.245117
	Iteration 56Q: 3 clusters Score -1460224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1460224.750000 Penalty: 4693.245117
	Iteration 57Q: 3 clusters Score -1460225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1460227.625000 Penalty: 4693.245117
	Iteration 58Q: 3 clusters Score -1460228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1460232.500000 Penalty: 4693.245117
	Iteration 59Q: 3 clusters Score -1460232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1460235.625000 Penalty: 4693.245117
	Iteration 60F: 3 clusters Score -1460236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1460236.125000 Penalty: 4693.245117
	Iteration 61Q: 3 clusters Score -1460236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1460235.000000 Penalty: 4693.245117
	Iteration 62Q: 3 clusters Score -1460235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1460241.625000 Penalty: 4693.245117
	Iteration 63Q: 3 clusters Score -1460242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1460246.125000 Penalty: 4693.245117
	Iteration 64Q: 3 clusters Score -1460246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1460248.000000 Penalty: 4693.245117
	Iteration 65Q: 3 clusters Score -1460248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1460249.250000 Penalty: 4693.245117
	Iteration 66Q: 3 clusters Score -1460249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1460249.625000 Penalty: 4693.245117
	Iteration 67Q: 3 clusters Score -1460250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1460252.875000 Penalty: 4693.245117
	Iteration 68Q: 3 clusters Score -1460253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1460257.625000 Penalty: 4693.245117
	Iteration 69Q: 3 clusters Score -1460258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1460255.250000 Penalty: 4693.245117
	Iteration 70Q: 3 clusters Score -1460255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1460259.750000 Penalty: 4693.245117
	Iteration 71Q: 3 clusters Score -1460260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1460264.500000 Penalty: 4693.245117
	Iteration 72Q: 3 clusters Score -1460264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1460268.750000 Penalty: 4693.245117
	Iteration 73Q: 3 clusters Score -1460269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1460265.625000 Penalty: 4693.245117
	Iteration 74Q: 3 clusters Score -1460266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1460271.750000 Penalty: 4693.245117
	Iteration 75Q: 3 clusters Score -1460272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1460276.250000 Penalty: 4693.245117
	Iteration 76Q: 3 clusters Score -1460276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1460280.250000 Penalty: 4693.245117
	Iteration 77Q: 3 clusters Score -1460280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1460283.250000 Penalty: 4693.245117
	Iteration 78Q: 3 clusters Score -1460283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1460288.625000 Penalty: 4693.245117
	Iteration 79Q: 3 clusters Score -1460289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1460292.250000 Penalty: 4693.245117
	Iteration 80F: 3 clusters Score -1460292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1460296.125000 Penalty: 4693.245117
	Iteration 81Q: 3 clusters Score -1460296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1460306.500000 Penalty: 4693.245117
	Iteration 82Q: 3 clusters Score -1460306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1460317.375000 Penalty: 4693.245117
	Iteration 83Q: 3 clusters Score -1460317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1460327.625000 Penalty: 4693.245117
	Iteration 84Q: 3 clusters Score -1460328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1460339.000000 Penalty: 4693.245117
	Iteration 85Q: 3 clusters Score -1460339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1460337.875000 Penalty: 4693.245117
	Iteration 86Q: 3 clusters Score -1460338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1460350.250000 Penalty: 4693.245117
	Iteration 87Q: 3 clusters Score -1460350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1460357.000000 Penalty: 4693.245117
	Iteration 88Q: 3 clusters Score -1460357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1460363.250000 Penalty: 4693.245117
	Iteration 89Q: 3 clusters Score -1460363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1460371.125000 Penalty: 4693.245117
	Iteration 90Q: 3 clusters Score -1460371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1460374.125000 Penalty: 4693.245117
	Iteration 91Q: 3 clusters Score -1460374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1460388.125000 Penalty: 4693.245117
	Iteration 92Q: 3 clusters Score -1460388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1460389.500000 Penalty: 4693.245117
	Iteration 93Q: 3 clusters Score -1460390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1460394.750000 Penalty: 4693.245117
	Iteration 94Q: 3 clusters Score -1460395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1460394.625000 Penalty: 4693.245117
	Iteration 95Q: 3 clusters Score -1460395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1460407.625000 Penalty: 4693.245117
	Iteration 96Q: 3 clusters Score -1460408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1460409.750000 Penalty: 4693.245117
	Iteration 97Q: 3 clusters Score -1460410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1460418.125000 Penalty: 4693.245117
	Iteration 98Q: 3 clusters Score -1460418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1460427.500000 Penalty: 4693.245117
	Iteration 99Q: 3 clusters Score -1460428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1460429.250000 Penalty: 4693.245117
	Iteration 100F: 3 clusters Score -1460429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1460433.750000 Penalty: 4693.245117
	Iteration 101Q: 3 clusters Score -1460434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1460436.500000 Penalty: 4693.245117
	Iteration 102Q: 3 clusters Score -1460436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1460444.625000 Penalty: 4693.245117
	Iteration 103Q: 3 clusters Score -1460445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1460441.750000 Penalty: 4693.245117
	Iteration 104Q: 3 clusters Score -1460442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1460444.125000 Penalty: 4693.245117
	Iteration 105Q: 3 clusters Score -1460444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1460448.875000 Penalty: 4693.245117
	Iteration 106Q: 3 clusters Score -1460449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1460452.000000 Penalty: 4693.245117
	Iteration 107Q: 3 clusters Score -1460452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1460455.250000 Penalty: 4693.245117
	Iteration 108Q: 3 clusters Score -1460455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1460462.625000 Penalty: 4693.245117
	Iteration 109Q: 3 clusters Score -1460463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1460464.125000 Penalty: 4693.245117
	Iteration 110Q: 3 clusters Score -1460464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1460465.125000 Penalty: 4693.245117
	Iteration 111Q: 3 clusters Score -1460465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1460468.375000 Penalty: 4693.245117
	Iteration 112Q: 3 clusters Score -1460468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1460470.125000 Penalty: 4693.245117
	Iteration 113Q: 3 clusters Score -1460470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1460471.625000 Penalty: 4693.245117
	Iteration 114Q: 3 clusters Score -1460472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1460476.000000 Penalty: 4693.245117
	Iteration 115Q: 3 clusters Score -1460476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1460473.875000 Penalty: 4693.245117
	Iteration 116Q: 3 clusters Score -1460474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1460472.250000 Penalty: 4693.245117
	Iteration 117Q: 3 clusters Score -1460472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1460474.375000 Penalty: 4693.245117
	Iteration 118Q: 3 clusters Score -1460474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1460474.375000 Penalty: 4693.245117
	Iteration 119F: 3 clusters Score -1460474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -368459.718750 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -368459.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -364740.531250 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -364740.5 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -365696.968750 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -365697 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -365969.031250 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -365969 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -366170.531250 Penalty: 4095.405762
	Iteration 3F: 3 clusters Score -366170.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -366378.000000 Penalty: 4095.405762
	Iteration 4F: 3 clusters Score -366378 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -366578.562500 Penalty: 4095.405762
	Iteration 5F: 3 clusters Score -366578.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -366765.500000 Penalty: 4095.405762
	Iteration 6Q: 3 clusters Score -366765.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -366932.250000 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -366932.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -367094.218750 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -367094.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -367200.812500 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -367200.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -367294.906250 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -367294.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -367375.312500 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -367375.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -367420.281250 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -367420.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -367449.875000 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -367449.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -367466.406250 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -367466.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -367483.843750 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -367483.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -367494.562500 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -367494.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -367501.406250 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -367501.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -367506.437500 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -367506.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -367512.468750 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -367512.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -367515.562500 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -367515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -367516.531250 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -367516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -367518.281250 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -367518.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -367520.187500 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -367520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -367521.625000 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -367521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -367521.437500 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -367521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -367522.906250 Penalty: 4095.405762
	Iteration 26Q: 3 clusters Score -367522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -367522.593750 Penalty: 4095.405762
	Iteration 27Q: 3 clusters Score -367522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -367522.593750 Penalty: 4095.405762
	Iteration 28F: 3 clusters Score -367522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (15751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Entering Unmasked Estep 
Score: -1785597.375000 Penalty: 2396.835449
	Iteration 0F: 2 clusters Score -1785597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1774273.000000 Penalty: 4793.670898
	Iteration 0F: 3 clusters Score -1774273 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1777775.875000 Penalty: 4793.670898
	Iteration 1F: 3 clusters Score -1777776 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1778134.750000 Penalty: 4793.670898
	Iteration 2F: 3 clusters Score -1778135 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1778406.250000 Penalty: 4793.670898
	Iteration 3Q: 3 clusters Score -1778406 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1778608.125000 Penalty: 4793.670898
	Iteration 4Q: 3 clusters Score -1778608 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1778789.500000 Penalty: 4793.670898
	Iteration 5Q: 3 clusters Score -1778790 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1778984.250000 Penalty: 4793.670898
	Iteration 6Q: 3 clusters Score -1778984 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1779157.000000 Penalty: 4793.670898
	Iteration 7Q: 3 clusters Score -1779157 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1779346.625000 Penalty: 4793.670898
	Iteration 8Q: 3 clusters Score -1779347 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1779570.125000 Penalty: 4793.670898
	Iteration 9Q: 3 clusters Score -1779570 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1779869.500000 Penalty: 4793.670898
	Iteration 10Q: 3 clusters Score -1779870 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1780222.500000 Penalty: 4793.670898
	Iteration 11Q: 3 clusters Score -1780222 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1780620.750000 Penalty: 4793.670898
	Iteration 12Q: 3 clusters Score -1780621 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1781039.375000 Penalty: 4793.670898
	Iteration 13Q: 3 clusters Score -1781039 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1781502.500000 Penalty: 4793.670898
	Iteration 14Q: 3 clusters Score -1781502 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1781909.875000 Penalty: 4793.670898
	Iteration 15Q: 3 clusters Score -1781910 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1782213.500000 Penalty: 4793.670898
	Iteration 16Q: 3 clusters Score -1782214 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1782462.750000 Penalty: 4793.670898
	Iteration 17Q: 3 clusters Score -1782463 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1782677.250000 Penalty: 4793.670898
	Iteration 18Q: 3 clusters Score -1782677 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1782867.375000 Penalty: 4793.670898
	Iteration 19Q: 3 clusters Score -1782867 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1783027.125000 Penalty: 4793.670898
	Iteration 20F: 3 clusters Score -1783027 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1783149.375000 Penalty: 4793.670898
	Iteration 21Q: 3 clusters Score -1783149 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1783253.375000 Penalty: 4793.670898
	Iteration 22Q: 3 clusters Score -1783253 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1783325.125000 Penalty: 4793.670898
	Iteration 23Q: 3 clusters Score -1783325 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1783395.250000 Penalty: 4793.670898
	Iteration 24Q: 3 clusters Score -1783395 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1783474.625000 Penalty: 4793.670898
	Iteration 25Q: 3 clusters Score -1783475 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1783543.125000 Penalty: 4793.670898
	Iteration 26Q: 3 clusters Score -1783543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1783624.250000 Penalty: 4793.670898
	Iteration 27Q: 3 clusters Score -1783624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1783695.750000 Penalty: 4793.670898
	Iteration 28Q: 3 clusters Score -1783696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1783734.250000 Penalty: 4793.670898
	Iteration 29Q: 3 clusters Score -1783734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1783765.625000 Penalty: 4793.670898
	Iteration 30Q: 3 clusters Score -1783766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1783775.125000 Penalty: 4793.670898
	Iteration 31Q: 3 clusters Score -1783775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1783786.250000 Penalty: 4793.670898
	Iteration 32Q: 3 clusters Score -1783786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1783793.750000 Penalty: 4793.670898
	Iteration 33Q: 3 clusters Score -1783794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1783798.750000 Penalty: 4793.670898
	Iteration 34Q: 3 clusters Score -1783799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1783799.875000 Penalty: 4793.670898
	Iteration 35Q: 3 clusters Score -1783800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1783805.250000 Penalty: 4793.670898
	Iteration 36Q: 3 clusters Score -1783805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1783804.875000 Penalty: 4793.670898
	Iteration 37Q: 3 clusters Score -1783805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1783803.250000 Penalty: 4793.670898
	Iteration 38Q: 3 clusters Score -1783803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1783808.500000 Penalty: 4793.670898
	Iteration 39Q: 3 clusters Score -1783808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1783813.750000 Penalty: 4793.670898
	Iteration 40F: 3 clusters Score -1783814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1783813.125000 Penalty: 4793.670898
	Iteration 41Q: 3 clusters Score -1783813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1783814.375000 Penalty: 4793.670898
	Iteration 42Q: 3 clusters Score -1783814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1783818.625000 Penalty: 4793.670898
	Iteration 43Q: 3 clusters Score -1783819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1783818.750000 Penalty: 4793.670898
	Iteration 44Q: 3 clusters Score -1783819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1783819.875000 Penalty: 4793.670898
	Iteration 45Q: 3 clusters Score -1783820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1783818.625000 Penalty: 4793.670898
	Iteration 46Q: 3 clusters Score -1783819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1783820.000000 Penalty: 4793.670898
	Iteration 47Q: 3 clusters Score -1783820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1783822.250000 Penalty: 4793.670898
	Iteration 48Q: 3 clusters Score -1783822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1783822.250000 Penalty: 4793.670898
	Iteration 49F: 3 clusters Score -1783822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (14430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Entering Unmasked Estep 
Score: -1667750.125000 Penalty: 2375.112061
	Iteration 0F: 2 clusters Score -1667750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1657233.125000 Penalty: 4750.224121
	Iteration 0F: 3 clusters Score -1657233 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1660567.375000 Penalty: 4750.224121
	Iteration 1F: 3 clusters Score -1660567 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1660947.750000 Penalty: 4750.224121
	Iteration 2F: 3 clusters Score -1660948 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1661253.500000 Penalty: 4750.224121
	Iteration 3Q: 3 clusters Score -1661254 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1661508.875000 Penalty: 4750.224121
	Iteration 4Q: 3 clusters Score -1661509 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1661776.500000 Penalty: 4750.224121
	Iteration 5Q: 3 clusters Score -1661776 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1662071.375000 Penalty: 4750.224121
	Iteration 6Q: 3 clusters Score -1662071 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1662338.875000 Penalty: 4750.224121
	Iteration 7Q: 3 clusters Score -1662339 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1662623.000000 Penalty: 4750.224121
	Iteration 8Q: 3 clusters Score -1662623 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1662879.125000 Penalty: 4750.224121
	Iteration 9Q: 3 clusters Score -1662879 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1663154.500000 Penalty: 4750.224121
	Iteration 10Q: 3 clusters Score -1663154 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1663418.750000 Penalty: 4750.224121
	Iteration 11Q: 3 clusters Score -1663419 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1663664.250000 Penalty: 4750.224121
	Iteration 12Q: 3 clusters Score -1663664 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1663905.750000 Penalty: 4750.224121
	Iteration 13Q: 3 clusters Score -1663906 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1664147.000000 Penalty: 4750.224121
	Iteration 14Q: 3 clusters Score -1664147 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1664378.000000 Penalty: 4750.224121
	Iteration 15Q: 3 clusters Score -1664378 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1664590.625000 Penalty: 4750.224121
	Iteration 16Q: 3 clusters Score -1664591 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1664768.875000 Penalty: 4750.224121
	Iteration 17Q: 3 clusters Score -1664769 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1664904.625000 Penalty: 4750.224121
	Iteration 18Q: 3 clusters Score -1664905 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1665006.875000 Penalty: 4750.224121
	Iteration 19Q: 3 clusters Score -1665007 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1665074.125000 Penalty: 4750.224121
	Iteration 20F: 3 clusters Score -1665074 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1665121.500000 Penalty: 4750.224121
	Iteration 21Q: 3 clusters Score -1665122 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1665166.250000 Penalty: 4750.224121
	Iteration 22Q: 3 clusters Score -1665166 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1665207.000000 Penalty: 4750.224121
	Iteration 23Q: 3 clusters Score -1665207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1665243.875000 Penalty: 4750.224121
	Iteration 24Q: 3 clusters Score -1665244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1665271.250000 Penalty: 4750.224121
	Iteration 25Q: 3 clusters Score -1665271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1665297.375000 Penalty: 4750.224121
	Iteration 26Q: 3 clusters Score -1665297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1665333.625000 Penalty: 4750.224121
	Iteration 27Q: 3 clusters Score -1665334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1665356.000000 Penalty: 4750.224121
	Iteration 28Q: 3 clusters Score -1665356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1665389.125000 Penalty: 4750.224121
	Iteration 29Q: 3 clusters Score -1665389 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1665412.750000 Penalty: 4750.224121
	Iteration 30Q: 3 clusters Score -1665413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1665431.875000 Penalty: 4750.224121
	Iteration 31Q: 3 clusters Score -1665432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1665448.625000 Penalty: 4750.224121
	Iteration 32Q: 3 clusters Score -1665449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1665463.000000 Penalty: 4750.224121
	Iteration 33Q: 3 clusters Score -1665463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1665477.750000 Penalty: 4750.224121
	Iteration 34Q: 3 clusters Score -1665478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1665495.125000 Penalty: 4750.224121
	Iteration 35Q: 3 clusters Score -1665495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1665507.250000 Penalty: 4750.224121
	Iteration 36Q: 3 clusters Score -1665507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1665528.250000 Penalty: 4750.224121
	Iteration 37Q: 3 clusters Score -1665528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1665549.250000 Penalty: 4750.224121
	Iteration 38Q: 3 clusters Score -1665549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1665578.625000 Penalty: 4750.224121
	Iteration 39Q: 3 clusters Score -1665579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1665603.125000 Penalty: 4750.224121
	Iteration 40F: 3 clusters Score -1665603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1665625.625000 Penalty: 4750.224121
	Iteration 41Q: 3 clusters Score -1665626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1665643.125000 Penalty: 4750.224121
	Iteration 42Q: 3 clusters Score -1665643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1665661.750000 Penalty: 4750.224121
	Iteration 43Q: 3 clusters Score -1665662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1665675.250000 Penalty: 4750.224121
	Iteration 44Q: 3 clusters Score -1665675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1665704.000000 Penalty: 4750.224121
	Iteration 45Q: 3 clusters Score -1665704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1665729.375000 Penalty: 4750.224121
	Iteration 46Q: 3 clusters Score -1665729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1665744.250000 Penalty: 4750.224121
	Iteration 47Q: 3 clusters Score -1665744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1665762.500000 Penalty: 4750.224121
	Iteration 48Q: 3 clusters Score -1665762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1665772.875000 Penalty: 4750.224121
	Iteration 49Q: 3 clusters Score -1665773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1665784.625000 Penalty: 4750.224121
	Iteration 50Q: 3 clusters Score -1665785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1665793.500000 Penalty: 4750.224121
	Iteration 51Q: 3 clusters Score -1665794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1665798.875000 Penalty: 4750.224121
	Iteration 52Q: 3 clusters Score -1665799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1665805.875000 Penalty: 4750.224121
	Iteration 53Q: 3 clusters Score -1665806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1665807.000000 Penalty: 4750.224121
	Iteration 54Q: 3 clusters Score -1665807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1665820.500000 Penalty: 4750.224121
	Iteration 55Q: 3 clusters Score -1665820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1665826.125000 Penalty: 4750.224121
	Iteration 56Q: 3 clusters Score -1665826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1665839.750000 Penalty: 4750.224121
	Iteration 57Q: 3 clusters Score -1665840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1665844.000000 Penalty: 4750.224121
	Iteration 58Q: 3 clusters Score -1665844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1665855.750000 Penalty: 4750.224121
	Iteration 59Q: 3 clusters Score -1665856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1665863.375000 Penalty: 4750.224121
	Iteration 60F: 3 clusters Score -1665863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1665877.500000 Penalty: 4750.224121
	Iteration 61Q: 3 clusters Score -1665878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1665887.125000 Penalty: 4750.224121
	Iteration 62Q: 3 clusters Score -1665887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1665891.750000 Penalty: 4750.224121
	Iteration 63Q: 3 clusters Score -1665892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1665900.625000 Penalty: 4750.224121
	Iteration 64Q: 3 clusters Score -1665901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1665909.000000 Penalty: 4750.224121
	Iteration 65Q: 3 clusters Score -1665909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1665914.625000 Penalty: 4750.224121
	Iteration 66Q: 3 clusters Score -1665915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1665917.125000 Penalty: 4750.224121
	Iteration 67Q: 3 clusters Score -1665917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1665921.125000 Penalty: 4750.224121
	Iteration 68Q: 3 clusters Score -1665921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1665931.625000 Penalty: 4750.224121
	Iteration 69Q: 3 clusters Score -1665932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1665937.000000 Penalty: 4750.224121
	Iteration 70Q: 3 clusters Score -1665937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1665946.625000 Penalty: 4750.224121
	Iteration 71Q: 3 clusters Score -1665947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1665953.500000 Penalty: 4750.224121
	Iteration 72Q: 3 clusters Score -1665954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1665957.625000 Penalty: 4750.224121
	Iteration 73Q: 3 clusters Score -1665958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1665960.500000 Penalty: 4750.224121
	Iteration 74Q: 3 clusters Score -1665960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1665962.375000 Penalty: 4750.224121
	Iteration 75Q: 3 clusters Score -1665962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1665969.125000 Penalty: 4750.224121
	Iteration 76Q: 3 clusters Score -1665969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1665968.375000 Penalty: 4750.224121
	Iteration 77Q: 3 clusters Score -1665968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1665968.500000 Penalty: 4750.224121
	Iteration 78Q: 3 clusters Score -1665968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1665970.125000 Penalty: 4750.224121
	Iteration 79Q: 3 clusters Score -1665970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1665968.000000 Penalty: 4750.224121
	Iteration 80F: 3 clusters Score -1665968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1665970.500000 Penalty: 4750.224121
	Iteration 81Q: 3 clusters Score -1665970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1665971.000000 Penalty: 4750.224121
	Iteration 82Q: 3 clusters Score -1665971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1665969.375000 Penalty: 4750.224121
	Iteration 83Q: 3 clusters Score -1665969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1665972.250000 Penalty: 4750.224121
	Iteration 84Q: 3 clusters Score -1665972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1665972.250000 Penalty: 4750.224121
	Iteration 85F: 3 clusters Score -1665972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (25194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Entering Unmasked Estep 
Score: -2874872.750000 Penalty: 2513.321533
	Iteration 0F: 2 clusters Score -2874873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2857451.250000 Penalty: 5026.643066
	Iteration 0F: 3 clusters Score -2857451 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2863524.250000 Penalty: 5026.643066
	Iteration 1F: 3 clusters Score -2863524 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2863929.750000 Penalty: 5026.643066
	Iteration 2Q: 3 clusters Score -2863930 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2864289.500000 Penalty: 5026.643066
	Iteration 3Q: 3 clusters Score -2864290 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2864708.000000 Penalty: 5026.643066
	Iteration 4Q: 3 clusters Score -2864708 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2865196.000000 Penalty: 5026.643066
	Iteration 5Q: 3 clusters Score -2865196 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2865785.250000 Penalty: 5026.643066
	Iteration 6Q: 3 clusters Score -2865785 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2866579.000000 Penalty: 5026.643066
	Iteration 7F: 3 clusters Score -2866579 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2867638.250000 Penalty: 5026.643066
	Iteration 8F: 3 clusters Score -2867638 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2868901.000000 Penalty: 5026.643066
	Iteration 9F: 3 clusters Score -2868901 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2870165.250000 Penalty: 5026.643066
	Iteration 10F: 3 clusters Score -2870165 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2871231.750000 Penalty: 5026.643066
	Iteration 11F: 3 clusters Score -2871232 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2872141.500000 Penalty: 5026.643066
	Iteration 12Q: 3 clusters Score -2872142 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2872734.750000 Penalty: 5026.643066
	Iteration 13Q: 3 clusters Score -2872735 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2873097.500000 Penalty: 5026.643066
	Iteration 14Q: 3 clusters Score -2873098 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2873339.500000 Penalty: 5026.643066
	Iteration 15Q: 3 clusters Score -2873340 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2873533.000000 Penalty: 5026.643066
	Iteration 16Q: 3 clusters Score -2873533 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2873725.000000 Penalty: 5026.643066
	Iteration 17Q: 3 clusters Score -2873725 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2873854.500000 Penalty: 5026.643066
	Iteration 18Q: 3 clusters Score -2873854 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2873940.500000 Penalty: 5026.643066
	Iteration 19Q: 3 clusters Score -2873940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2873992.250000 Penalty: 5026.643066
	Iteration 20F: 3 clusters Score -2873992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2874019.750000 Penalty: 5026.643066
	Iteration 21Q: 3 clusters Score -2874020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -2874036.500000 Penalty: 5026.643066
	Iteration 22Q: 3 clusters Score -2874036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2874042.500000 Penalty: 5026.643066
	Iteration 23Q: 3 clusters Score -2874042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2874042.250000 Penalty: 5026.643066
	Iteration 24Q: 3 clusters Score -2874042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2874045.000000 Penalty: 5026.643066
	Iteration 25Q: 3 clusters Score -2874045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2874045.750000 Penalty: 5026.643066
	Iteration 26Q: 3 clusters Score -2874046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2874043.250000 Penalty: 5026.643066
	Iteration 27Q: 3 clusters Score -2874043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2874044.000000 Penalty: 5026.643066
	Iteration 28Q: 3 clusters Score -2874044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2874051.500000 Penalty: 5026.643066
	Iteration 29Q: 3 clusters Score -2874052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2874052.750000 Penalty: 5026.643066
	Iteration 30Q: 3 clusters Score -2874053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2874054.000000 Penalty: 5026.643066
	Iteration 31Q: 3 clusters Score -2874054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2874054.000000 Penalty: 5026.643066
	Iteration 32F: 3 clusters Score -2874054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -68299.742188 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -68299.74 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 327 members 
Entering Unmasked Estep 
Score: -66589.093750 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -66589.09 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66777.914062 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -66777.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66839.421875 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -66839.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66866.734375 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -66866.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66884.445312 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -66884.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66902.218750 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -66902.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66910.359375 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -66910.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66918.359375 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -66918.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66922.820312 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -66922.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66927.734375 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -66927.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66932.164062 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -66932.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66933.703125 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -66933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66938.476562 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -66938.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66943.062500 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -66943.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66947.773438 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -66947.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66949.625000 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -66949.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66954.343750 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -66954.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66954.343750 Penalty: 3219.398926
	Iteration 17F: 3 clusters Score -66954.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 52658 members 
Mstep: Class 4 contains 213951 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 15998 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37227 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108533 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8365 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13537 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13214 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24699 members 
Mstep: Class 28 contains 45505 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5193 members 
Mstep: Class 39 contains 13921 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6664 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39157 members 
Mstep: Class 47 contains 40217 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8079 members 
Mstep: Class 54 contains 10123 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14977 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20788 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3854 members 
Mstep: Class 67 contains 15751 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25194 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309024.000000 Penalty: 244280.156250
Iteration 239Q: 71 clusters Score -1.39309e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 52654 members 
Mstep: Class 4 contains 213952 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 15999 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37224 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108530 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8369 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13536 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13215 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24703 members 
Mstep: Class 28 contains 45504 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5192 members 
Mstep: Class 39 contains 13921 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6666 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39149 members 
Mstep: Class 47 contains 40216 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8079 members 
Mstep: Class 54 contains 10122 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14980 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20788 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3854 members 
Mstep: Class 67 contains 15750 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25201 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309024.000000 Penalty: 244280.156250
Iteration 240F: 71 clusters Score -1.39309e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 3 contains 52652 members 
Mstep: Class 4 contains 213953 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16001 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37221 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108530 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8371 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13537 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13217 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24706 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5868 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5193 members 
Mstep: Class 39 contains 13921 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6668 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39137 members 
Mstep: Class 47 contains 40217 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8079 members 
Mstep: Class 54 contains 10123 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14980 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20788 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15750 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25204 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309024.000000 Penalty: 244280.156250
Iteration 241Q: 71 clusters Score -1.39309e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7139 members 
Mstep: Class 3 contains 52650 members 
Mstep: Class 4 contains 213955 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16003 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37218 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108529 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8374 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13539 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13218 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8150 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24709 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10841 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5868 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5194 members 
Mstep: Class 39 contains 13921 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6671 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39120 members 
Mstep: Class 47 contains 40216 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8079 members 
Mstep: Class 54 contains 10125 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14982 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20788 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3856 members 
Mstep: Class 67 contains 15749 members 
Mstep: Class 68 contains 14428 members 
Mstep: Class 69 contains 25205 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309120.000000 Penalty: 244280.156250
Iteration 242Q: 71 clusters Score -1.393091e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7139 members 
Mstep: Class 3 contains 52649 members 
Mstep: Class 4 contains 213956 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16004 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37216 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108529 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8376 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13544 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13220 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8151 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24711 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10840 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5868 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5198 members 
Mstep: Class 39 contains 13922 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6675 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39109 members 
Mstep: Class 47 contains 40216 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8078 members 
Mstep: Class 54 contains 10126 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14981 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20787 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15747 members 
Mstep: Class 68 contains 14428 members 
Mstep: Class 69 contains 25204 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309056.000000 Penalty: 244280.156250
Iteration 243Q: 71 clusters Score -1.393091e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 3 contains 52652 members 
Mstep: Class 4 contains 213957 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16003 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37214 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108529 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8378 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13549 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13225 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8151 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24709 members 
Mstep: Class 28 contains 45502 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5868 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5198 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6674 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39100 members 
Mstep: Class 47 contains 40216 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8078 members 
Mstep: Class 54 contains 10126 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14980 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20786 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15747 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25204 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309088.000000 Penalty: 244280.156250
Iteration 244Q: 71 clusters Score -1.393091e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 3 contains 52653 members 
Mstep: Class 4 contains 213957 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37211 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108530 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8378 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13556 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 13228 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8154 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24710 members 
Mstep: Class 28 contains 45502 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5868 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5198 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6676 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39084 members 
Mstep: Class 47 contains 40215 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8077 members 
Mstep: Class 54 contains 10126 members 
Mstep: Class 55 contains 1708 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20786 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15747 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25205 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309120.000000 Penalty: 244280.156250
Iteration 245Q: 71 clusters Score -1.393091e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 52653 members 
Mstep: Class 4 contains 213956 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37205 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108526 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8380 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13563 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 13231 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24713 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5868 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5197 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6678 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39075 members 
Mstep: Class 47 contains 40215 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8076 members 
Mstep: Class 54 contains 10126 members 
Mstep: Class 55 contains 1709 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20784 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12864 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15746 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25206 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309168.000000 Penalty: 244280.156250
Iteration 246Q: 71 clusters Score -1.393092e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52654 members 
Mstep: Class 4 contains 213961 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37201 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108523 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8380 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13570 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 22 contains 13235 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24716 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5198 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6679 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39053 members 
Mstep: Class 47 contains 40214 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8076 members 
Mstep: Class 54 contains 10128 members 
Mstep: Class 55 contains 1710 members 
Mstep: Class 56 contains 14980 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20784 members 
Mstep: Class 61 contains 1534 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5005 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12867 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15745 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25206 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309168.000000 Penalty: 244280.156250
Iteration 247Q: 71 clusters Score -1.393092e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7132 members 
Mstep: Class 3 contains 52658 members 
Mstep: Class 4 contains 213967 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37198 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108522 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13576 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 22 contains 13242 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24716 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5869 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5198 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6680 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6815 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39028 members 
Mstep: Class 47 contains 40212 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8076 members 
Mstep: Class 54 contains 10130 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20784 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5006 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12871 members 
Mstep: Class 66 contains 3854 members 
Mstep: Class 67 contains 15746 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25206 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309216.000000 Penalty: 244280.156250
Iteration 248Q: 71 clusters Score -1.393092e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 52660 members 
Mstep: Class 4 contains 213970 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37192 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108519 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8383 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13582 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 22 contains 13251 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24720 members 
Mstep: Class 28 contains 45502 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5200 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6680 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6815 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 39006 members 
Mstep: Class 47 contains 40212 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8076 members 
Mstep: Class 54 contains 10132 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14978 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20783 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8396 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12875 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15744 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25207 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309200.000000 Penalty: 244280.156250
Iteration 249Q: 71 clusters Score -1.393092e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52660 members 
Mstep: Class 4 contains 213969 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16005 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37190 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108513 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8386 members 
Mstep: Class 17 contains 128330 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13584 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 13259 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24724 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5201 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24763 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6682 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6815 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38984 members 
Mstep: Class 47 contains 40211 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8076 members 
Mstep: Class 54 contains 10135 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14980 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20781 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12878 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15745 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25212 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309280.000000 Penalty: 244280.156250
Iteration 250Q: 71 clusters Score -1.393093e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 213971 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16004 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37190 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108513 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8389 members 
Mstep: Class 17 contains 128329 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13585 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13269 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24724 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10838 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5201 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6685 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6815 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38956 members 
Mstep: Class 47 contains 40211 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8074 members 
Mstep: Class 54 contains 10138 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14981 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20780 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12881 members 
Mstep: Class 66 contains 3854 members 
Mstep: Class 67 contains 15744 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25216 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309248.000000 Penalty: 244280.156250
Iteration 251Q: 71 clusters Score -1.393092e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 213970 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16007 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37190 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108514 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8393 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13586 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13278 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24725 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10837 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5872 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5200 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6685 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6815 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38938 members 
Mstep: Class 47 contains 40211 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8073 members 
Mstep: Class 54 contains 10138 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14981 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20780 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12881 members 
Mstep: Class 66 contains 3854 members 
Mstep: Class 67 contains 15744 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25218 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309296.000000 Penalty: 244280.156250
Iteration 252Q: 71 clusters Score -1.393093e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 213968 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16009 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108518 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8398 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13281 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24725 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10836 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5198 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6685 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6815 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38924 members 
Mstep: Class 47 contains 40210 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8073 members 
Mstep: Class 54 contains 10141 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14982 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20779 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12882 members 
Mstep: Class 66 contains 3854 members 
Mstep: Class 67 contains 15744 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25219 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309248.000000 Penalty: 244280.156250
Iteration 253Q: 71 clusters Score -1.393092e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52662 members 
Mstep: Class 4 contains 213970 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16010 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108520 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8401 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 13282 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24727 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10833 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5199 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6685 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6816 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38900 members 
Mstep: Class 47 contains 40210 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8073 members 
Mstep: Class 54 contains 10150 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14982 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12885 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15744 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25220 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309264.000000 Penalty: 244280.156250
Iteration 254Q: 71 clusters Score -1.393093e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52664 members 
Mstep: Class 4 contains 213973 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16014 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108520 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8402 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13283 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24727 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10831 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5200 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6685 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6816 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38879 members 
Mstep: Class 47 contains 40210 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8074 members 
Mstep: Class 54 contains 10155 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14982 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8230 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12890 members 
Mstep: Class 66 contains 3855 members 
Mstep: Class 67 contains 15744 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25220 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309248.000000 Penalty: 244280.156250
Iteration 255Q: 71 clusters Score -1.393092e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52662 members 
Mstep: Class 4 contains 213970 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16016 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108521 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13284 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24727 members 
Mstep: Class 28 contains 45501 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10829 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5201 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6687 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6816 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38863 members 
Mstep: Class 47 contains 40210 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8075 members 
Mstep: Class 54 contains 10162 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14983 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8231 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20776 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12892 members 
Mstep: Class 66 contains 3856 members 
Mstep: Class 67 contains 15744 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25220 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309312.000000 Penalty: 244280.156250
Iteration 256Q: 71 clusters Score -1.393093e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52663 members 
Mstep: Class 4 contains 213972 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16017 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108522 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13285 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8166 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24726 members 
Mstep: Class 28 contains 45500 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5204 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6690 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6816 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38843 members 
Mstep: Class 47 contains 40210 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8072 members 
Mstep: Class 54 contains 10166 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12893 members 
Mstep: Class 66 contains 3856 members 
Mstep: Class 67 contains 15744 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25220 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309312.000000 Penalty: 244280.156250
Iteration 257Q: 71 clusters Score -1.393093e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52664 members 
Mstep: Class 4 contains 213974 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16017 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108518 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8416 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13287 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8170 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24728 members 
Mstep: Class 28 contains 45499 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5205 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6692 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6816 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38828 members 
Mstep: Class 47 contains 40212 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8069 members 
Mstep: Class 54 contains 10168 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12893 members 
Mstep: Class 66 contains 3856 members 
Mstep: Class 67 contains 15743 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25221 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309392.000000 Penalty: 244280.156250
Iteration 258Q: 71 clusters Score -1.393094e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52667 members 
Mstep: Class 4 contains 213971 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16017 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108516 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8419 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13291 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8173 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24730 members 
Mstep: Class 28 contains 45499 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6693 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6817 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38808 members 
Mstep: Class 47 contains 40215 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8068 members 
Mstep: Class 54 contains 10173 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12894 members 
Mstep: Class 66 contains 3857 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14429 members 
Mstep: Class 69 contains 25222 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309328.000000 Penalty: 244280.156250
Iteration 259Q: 71 clusters Score -1.393093e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52670 members 
Mstep: Class 4 contains 213971 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16016 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108514 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8422 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13294 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8175 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24731 members 
Mstep: Class 28 contains 45499 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6693 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6817 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38792 members 
Mstep: Class 47 contains 40215 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8068 members 
Mstep: Class 54 contains 10176 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12896 members 
Mstep: Class 66 contains 3857 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25222 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309312.000000 Penalty: 244280.156250
Iteration 260F: 71 clusters Score -1.393093e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52667 members 
Mstep: Class 4 contains 213970 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16017 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108514 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8427 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13297 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8175 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24734 members 
Mstep: Class 28 contains 45499 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6694 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6817 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38778 members 
Mstep: Class 47 contains 40216 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8068 members 
Mstep: Class 54 contains 10179 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12896 members 
Mstep: Class 66 contains 3857 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14432 members 
Mstep: Class 69 contains 25222 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309168.000000 Penalty: 244280.156250
Iteration 261Q: 71 clusters Score -1.393092e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52666 members 
Mstep: Class 4 contains 213970 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16016 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108512 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8428 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13302 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8178 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24737 members 
Mstep: Class 28 contains 45499 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6696 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6817 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38764 members 
Mstep: Class 47 contains 40215 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8068 members 
Mstep: Class 54 contains 10179 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12899 members 
Mstep: Class 66 contains 3857 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14433 members 
Mstep: Class 69 contains 25223 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309200.000000 Penalty: 244280.156250
Iteration 262Q: 71 clusters Score -1.393092e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52668 members 
Mstep: Class 4 contains 213971 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16018 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108510 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8430 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13304 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8180 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24741 members 
Mstep: Class 28 contains 45499 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24765 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6697 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6817 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38746 members 
Mstep: Class 47 contains 40213 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8067 members 
Mstep: Class 54 contains 10184 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12899 members 
Mstep: Class 66 contains 3857 members 
Mstep: Class 67 contains 15742 members 
Mstep: Class 68 contains 14433 members 
Mstep: Class 69 contains 25224 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309264.000000 Penalty: 244280.156250
Iteration 263Q: 71 clusters Score -1.393093e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52667 members 
Mstep: Class 4 contains 213972 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16019 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108507 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8431 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13305 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8182 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24744 members 
Mstep: Class 28 contains 45500 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6700 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6817 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38731 members 
Mstep: Class 47 contains 40213 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8067 members 
Mstep: Class 54 contains 10187 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12900 members 
Mstep: Class 66 contains 3857 members 
Mstep: Class 67 contains 15742 members 
Mstep: Class 68 contains 14433 members 
Mstep: Class 69 contains 25225 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309232.000000 Penalty: 244280.156250
Iteration 264Q: 71 clusters Score -1.393092e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52669 members 
Mstep: Class 4 contains 213974 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16021 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108506 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 128327 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13588 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24746 members 
Mstep: Class 28 contains 45500 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6704 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6817 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38707 members 
Mstep: Class 47 contains 40213 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8066 members 
Mstep: Class 54 contains 10189 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12901 members 
Mstep: Class 66 contains 3857 members 
Mstep: Class 67 contains 15742 members 
Mstep: Class 68 contains 14432 members 
Mstep: Class 69 contains 25225 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309232.000000 Penalty: 244280.156250
Iteration 265Q: 71 clusters Score -1.393092e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52672 members 
Mstep: Class 4 contains 213972 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16021 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108501 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 128326 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13588 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24751 members 
Mstep: Class 28 contains 45500 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6706 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6818 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38692 members 
Mstep: Class 47 contains 40213 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8066 members 
Mstep: Class 54 contains 10192 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14987 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12902 members 
Mstep: Class 66 contains 3858 members 
Mstep: Class 67 contains 15742 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25226 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309232.000000 Penalty: 244280.156250
Iteration 266Q: 71 clusters Score -1.393092e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52678 members 
Mstep: Class 4 contains 213974 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16023 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37190 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108497 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 128326 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13589 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24760 members 
Mstep: Class 28 contains 45499 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5205 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6708 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6818 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38664 members 
Mstep: Class 47 contains 40212 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8066 members 
Mstep: Class 54 contains 10196 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20778 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12902 members 
Mstep: Class 66 contains 3857 members 
Mstep: Class 67 contains 15742 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25227 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309168.000000 Penalty: 244280.156250
Iteration 267Q: 71 clusters Score -1.393092e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52678 members 
Mstep: Class 4 contains 213973 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16024 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37190 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108494 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8454 members 
Mstep: Class 17 contains 128326 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13590 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13315 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24765 members 
Mstep: Class 28 contains 45498 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5207 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6710 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6818 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 38646 members 
Mstep: Class 47 contains 40211 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8064 members 
Mstep: Class 54 contains 10199 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12903 members 
Mstep: Class 66 contains 3856 members 
Mstep: Class 67 contains 15742 members 
Mstep: Class 68 contains 14432 members 
Mstep: Class 69 contains 25227 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309136.000000 Penalty: 244280.156250
Iteration 268Q: 71 clusters Score -1.393091e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52677 members 
Mstep: Class 4 contains 213974 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16027 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37189 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108491 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 128326 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13593 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24771 members 
Mstep: Class 28 contains 45492 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5207 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6712 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6818 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38625 members 
Mstep: Class 47 contains 40211 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8062 members 
Mstep: Class 54 contains 10202 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14989 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12903 members 
Mstep: Class 66 contains 3857 members 
Mstep: Class 67 contains 15742 members 
Mstep: Class 68 contains 14432 members 
Mstep: Class 69 contains 25229 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309136.000000 Penalty: 244280.156250
Iteration 269Q: 71 clusters Score -1.393091e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 52677 members 
Mstep: Class 4 contains 213974 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16026 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37187 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108489 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8461 members 
Mstep: Class 17 contains 128326 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13594 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8188 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24776 members 
Mstep: Class 28 contains 45491 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5207 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6712 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6818 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38605 members 
Mstep: Class 47 contains 40212 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8061 members 
Mstep: Class 54 contains 10205 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14990 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12903 members 
Mstep: Class 66 contains 3862 members 
Mstep: Class 67 contains 15743 members 
Mstep: Class 68 contains 14432 members 
Mstep: Class 69 contains 25230 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139308992.000000 Penalty: 244280.156250
Iteration 270Q: 71 clusters Score -1.39309e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7132 members 
Mstep: Class 3 contains 52679 members 
Mstep: Class 4 contains 213970 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16028 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37186 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108484 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8470 members 
Mstep: Class 17 contains 128326 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13596 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13326 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8190 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24784 members 
Mstep: Class 28 contains 45492 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5207 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6713 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6818 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38575 members 
Mstep: Class 47 contains 40212 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8059 members 
Mstep: Class 54 contains 10212 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14992 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3863 members 
Mstep: Class 67 contains 15743 members 
Mstep: Class 68 contains 14432 members 
Mstep: Class 69 contains 25231 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309024.000000 Penalty: 244280.156250
Iteration 271Q: 71 clusters Score -1.39309e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7132 members 
Mstep: Class 3 contains 52681 members 
Mstep: Class 4 contains 213969 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37183 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108477 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8479 members 
Mstep: Class 17 contains 128327 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13597 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13328 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8192 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24791 members 
Mstep: Class 28 contains 45492 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5205 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6818 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38556 members 
Mstep: Class 47 contains 40213 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8060 members 
Mstep: Class 54 contains 10214 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14991 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20776 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12907 members 
Mstep: Class 66 contains 3865 members 
Mstep: Class 67 contains 15743 members 
Mstep: Class 68 contains 14433 members 
Mstep: Class 69 contains 25231 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309168.000000 Penalty: 244280.156250
Iteration 272Q: 71 clusters Score -1.393092e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7132 members 
Mstep: Class 3 contains 52683 members 
Mstep: Class 4 contains 213967 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16033 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37181 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108474 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8491 members 
Mstep: Class 17 contains 128327 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13597 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13338 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8192 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24799 members 
Mstep: Class 28 contains 45491 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10826 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38525 members 
Mstep: Class 47 contains 40216 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8060 members 
Mstep: Class 54 contains 10215 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14991 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20775 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12909 members 
Mstep: Class 66 contains 3866 members 
Mstep: Class 67 contains 15743 members 
Mstep: Class 68 contains 14433 members 
Mstep: Class 69 contains 25230 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309184.000000 Penalty: 244280.156250
Iteration 273Q: 71 clusters Score -1.393092e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 3 contains 52687 members 
Mstep: Class 4 contains 213966 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16036 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37178 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108467 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8496 members 
Mstep: Class 17 contains 128327 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13598 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13341 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24809 members 
Mstep: Class 28 contains 45492 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10825 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5208 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38502 members 
Mstep: Class 47 contains 40217 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8059 members 
Mstep: Class 54 contains 10221 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14992 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20776 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3866 members 
Mstep: Class 67 contains 15743 members 
Mstep: Class 68 contains 14432 members 
Mstep: Class 69 contains 25230 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309024.000000 Penalty: 244280.156250
Iteration 274Q: 71 clusters Score -1.39309e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 52688 members 
Mstep: Class 4 contains 213961 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16040 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37176 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108459 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 128328 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13602 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8196 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24821 members 
Mstep: Class 28 contains 45493 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10823 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5870 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5208 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38474 members 
Mstep: Class 47 contains 40218 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8058 members 
Mstep: Class 54 contains 10227 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 14992 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8232 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20776 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3866 members 
Mstep: Class 67 contains 15743 members 
Mstep: Class 68 contains 14430 members 
Mstep: Class 69 contains 25231 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309104.000000 Penalty: 244280.156250
Iteration 275Q: 71 clusters Score -1.393091e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 52686 members 
Mstep: Class 4 contains 213961 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16040 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37175 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108455 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 128327 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13609 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13349 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8198 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24829 members 
Mstep: Class 28 contains 45489 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10822 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5210 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38446 members 
Mstep: Class 47 contains 40219 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8057 members 
Mstep: Class 54 contains 10228 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 14993 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8233 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20776 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3867 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25231 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309184.000000 Penalty: 244280.156250
Iteration 276Q: 71 clusters Score -1.393092e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 52688 members 
Mstep: Class 4 contains 213959 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16042 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37172 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108453 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 128326 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8199 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24833 members 
Mstep: Class 28 contains 45491 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10820 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5213 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38414 members 
Mstep: Class 47 contains 40220 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8056 members 
Mstep: Class 54 contains 10231 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 14992 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8233 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20776 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12913 members 
Mstep: Class 66 contains 3868 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25234 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309168.000000 Penalty: 244280.156250
Iteration 277Q: 71 clusters Score -1.393092e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 52692 members 
Mstep: Class 4 contains 213955 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16042 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37171 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108447 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 128326 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13617 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13358 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8199 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24838 members 
Mstep: Class 28 contains 45489 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10819 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5871 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5215 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38395 members 
Mstep: Class 47 contains 40219 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8054 members 
Mstep: Class 54 contains 10235 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 14992 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8233 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12913 members 
Mstep: Class 66 contains 3869 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25235 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139309248.000000 Penalty: 244280.156250
Iteration 278Q: 71 clusters Score -1.393092e+08 nChanged 66
Entering ConstructFrom: 
Score: -139309248.000000 Penalty: 244280.156250
Entering ConstructFrom: 
Trying to split cluster 1 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -310139.843750 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -310139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -306912.937500 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -306912.9 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -307572.437500 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -307572.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -307734.687500 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -307734.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -307821.343750 Penalty: 3956.050537
	Iteration 3Q: 3 clusters Score -307821.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -307879.062500 Penalty: 3956.050537
	Iteration 4Q: 3 clusters Score -307879.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -307918.343750 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -307918.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -307940.156250 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -307940.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -307959.125000 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -307959.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -307977.375000 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -307977.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -307992.843750 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -307992.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -308001.406250 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -308001.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -308010.718750 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -308010.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -308017.906250 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -308017.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -308026.625000 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -308026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -308033.562500 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -308033.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -308038.531250 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -308038.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -308043.750000 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -308043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -308046.687500 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -308046.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -308049.156250 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -308049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -308052.687500 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -308052.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -308058.906250 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -308058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -308060.781250 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -308060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -308064.625000 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -308064.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -308068.906250 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -308068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -308071.375000 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -308071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -308072.718750 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -308072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -308076.500000 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -308076.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -308077.125000 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -308077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -308078.187500 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -308078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -308078.343750 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -308078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -308078.343750 Penalty: 3956.050537
	Iteration 30F: 3 clusters Score -308078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Entering Unmasked Estep 
Score: -794272.000000 Penalty: 2200.237793
	Iteration 0F: 2 clusters Score -794272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -788432.062500 Penalty: 4400.475586
	Iteration 0F: 3 clusters Score -788432.1 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -790013.000000 Penalty: 4400.475586
	Iteration 1F: 3 clusters Score -790013 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -790331.750000 Penalty: 4400.475586
	Iteration 2F: 3 clusters Score -790331.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -790559.812500 Penalty: 4400.475586
	Iteration 3F: 3 clusters Score -790559.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -790726.250000 Penalty: 4400.475586
	Iteration 4Q: 3 clusters Score -790726.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -790868.312500 Penalty: 4400.475586
	Iteration 5Q: 3 clusters Score -790868.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -790987.125000 Penalty: 4400.475586
	Iteration 6Q: 3 clusters Score -790987.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -791093.500000 Penalty: 4400.475586
	Iteration 7Q: 3 clusters Score -791093.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -791195.125000 Penalty: 4400.475586
	Iteration 8Q: 3 clusters Score -791195.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -791303.812500 Penalty: 4400.475586
	Iteration 9Q: 3 clusters Score -791303.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -791383.000000 Penalty: 4400.475586
	Iteration 10Q: 3 clusters Score -791383 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -791452.312500 Penalty: 4400.475586
	Iteration 11Q: 3 clusters Score -791452.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -791510.250000 Penalty: 4400.475586
	Iteration 12Q: 3 clusters Score -791510.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -791569.812500 Penalty: 4400.475586
	Iteration 13Q: 3 clusters Score -791569.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -791649.750000 Penalty: 4400.475586
	Iteration 14Q: 3 clusters Score -791649.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -791769.437500 Penalty: 4400.475586
	Iteration 15Q: 3 clusters Score -791769.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -791938.562500 Penalty: 4400.475586
	Iteration 16Q: 3 clusters Score -791938.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -792136.750000 Penalty: 4400.475586
	Iteration 17Q: 3 clusters Score -792136.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -792297.187500 Penalty: 4400.475586
	Iteration 18Q: 3 clusters Score -792297.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -792444.625000 Penalty: 4400.475586
	Iteration 19Q: 3 clusters Score -792444.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -792581.250000 Penalty: 4400.475586
	Iteration 20F: 3 clusters Score -792581.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -792695.250000 Penalty: 4400.475586
	Iteration 21Q: 3 clusters Score -792695.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -792812.375000 Penalty: 4400.475586
	Iteration 22Q: 3 clusters Score -792812.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -792926.187500 Penalty: 4400.475586
	Iteration 23Q: 3 clusters Score -792926.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -793034.125000 Penalty: 4400.475586
	Iteration 24Q: 3 clusters Score -793034.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -793124.875000 Penalty: 4400.475586
	Iteration 25Q: 3 clusters Score -793124.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -793209.625000 Penalty: 4400.475586
	Iteration 26Q: 3 clusters Score -793209.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -793269.625000 Penalty: 4400.475586
	Iteration 27Q: 3 clusters Score -793269.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -793331.375000 Penalty: 4400.475586
	Iteration 28Q: 3 clusters Score -793331.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -793404.500000 Penalty: 4400.475586
	Iteration 29Q: 3 clusters Score -793404.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -793516.437500 Penalty: 4400.475586
	Iteration 30Q: 3 clusters Score -793516.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -793641.812500 Penalty: 4400.475586
	Iteration 31Q: 3 clusters Score -793641.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -793748.437500 Penalty: 4400.475586
	Iteration 32Q: 3 clusters Score -793748.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -793847.375000 Penalty: 4400.475586
	Iteration 33Q: 3 clusters Score -793847.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -793928.812500 Penalty: 4400.475586
	Iteration 34Q: 3 clusters Score -793928.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -793986.312500 Penalty: 4400.475586
	Iteration 35Q: 3 clusters Score -793986.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -794023.312500 Penalty: 4400.475586
	Iteration 36Q: 3 clusters Score -794023.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -794045.875000 Penalty: 4400.475586
	Iteration 37Q: 3 clusters Score -794045.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -794057.562500 Penalty: 4400.475586
	Iteration 38Q: 3 clusters Score -794057.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -794064.875000 Penalty: 4400.475586
	Iteration 39Q: 3 clusters Score -794064.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -794073.562500 Penalty: 4400.475586
	Iteration 40F: 3 clusters Score -794073.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -794080.812500 Penalty: 4400.475586
	Iteration 41Q: 3 clusters Score -794080.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -794084.562500 Penalty: 4400.475586
	Iteration 42Q: 3 clusters Score -794084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -794087.625000 Penalty: 4400.475586
	Iteration 43Q: 3 clusters Score -794087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -794089.312500 Penalty: 4400.475586
	Iteration 44Q: 3 clusters Score -794089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -794089.875000 Penalty: 4400.475586
	Iteration 45Q: 3 clusters Score -794089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -794090.312500 Penalty: 4400.475586
	Iteration 46Q: 3 clusters Score -794090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -794091.375000 Penalty: 4400.475586
	Iteration 47Q: 3 clusters Score -794091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -794093.750000 Penalty: 4400.475586
	Iteration 48Q: 3 clusters Score -794093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -794093.750000 Penalty: 4400.475586
	Iteration 49F: 3 clusters Score -794093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Entering Unmasked Estep 
Score: -6003858.000000 Penalty: 2696.338379
	Iteration 0F: 2 clusters Score -6003858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -5968400.500000 Penalty: 5392.676758
	Iteration 0F: 3 clusters Score -5968400 nChanged 24313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -5982108.000000 Penalty: 5392.676758
	Iteration 1F: 3 clusters Score -5982108 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -5982780.000000 Penalty: 5392.676758
	Iteration 2Q: 3 clusters Score -5982780 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -5983609.500000 Penalty: 5392.676758
	Iteration 3Q: 3 clusters Score -5983610 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -5984695.500000 Penalty: 5392.676758
	Iteration 4Q: 3 clusters Score -5984696 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -5986265.500000 Penalty: 5392.676758
	Iteration 5F: 3 clusters Score -5986266 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -5988210.500000 Penalty: 5392.676758
	Iteration 6F: 3 clusters Score -5988210 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5990559.500000 Penalty: 5392.676758
	Iteration 7F: 3 clusters Score -5990560 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -5992976.500000 Penalty: 5392.676758
	Iteration 8F: 3 clusters Score -5992976 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -5995311.000000 Penalty: 5392.676758
	Iteration 9F: 3 clusters Score -5995311 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -5997323.000000 Penalty: 5392.676758
	Iteration 10Q: 3 clusters Score -5997323 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -5998904.000000 Penalty: 5392.676758
	Iteration 11Q: 3 clusters Score -5998904 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -5999967.500000 Penalty: 5392.676758
	Iteration 12Q: 3 clusters Score -5999968 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -6000584.500000 Penalty: 5392.676758
	Iteration 13Q: 3 clusters Score -6000584 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -6000948.500000 Penalty: 5392.676758
	Iteration 14Q: 3 clusters Score -6000948 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -6001156.500000 Penalty: 5392.676758
	Iteration 15Q: 3 clusters Score -6001156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -6001314.500000 Penalty: 5392.676758
	Iteration 16Q: 3 clusters Score -6001314 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -6001421.500000 Penalty: 5392.676758
	Iteration 17Q: 3 clusters Score -6001422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -6001490.000000 Penalty: 5392.676758
	Iteration 18Q: 3 clusters Score -6001490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -6001508.000000 Penalty: 5392.676758
	Iteration 19Q: 3 clusters Score -6001508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -6001512.500000 Penalty: 5392.676758
	Iteration 20F: 3 clusters Score -6001512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -6001512.500000 Penalty: 5392.676758
	Iteration 21Q: 3 clusters Score -6001512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -6001519.500000 Penalty: 5392.676758
	Iteration 22Q: 3 clusters Score -6001520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -6001522.000000 Penalty: 5392.676758
	Iteration 23Q: 3 clusters Score -6001522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -6001527.000000 Penalty: 5392.676758
	Iteration 24Q: 3 clusters Score -6001527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -6001533.500000 Penalty: 5392.676758
	Iteration 25Q: 3 clusters Score -6001534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -6001534.500000 Penalty: 5392.676758
	Iteration 26Q: 3 clusters Score -6001534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -6001537.000000 Penalty: 5392.676758
	Iteration 27Q: 3 clusters Score -6001537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -6001540.000000 Penalty: 5392.676758
	Iteration 28Q: 3 clusters Score -6001540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -6001544.000000 Penalty: 5392.676758
	Iteration 29Q: 3 clusters Score -6001544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -6001549.000000 Penalty: 5392.676758
	Iteration 30Q: 3 clusters Score -6001549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -6001551.000000 Penalty: 5392.676758
	Iteration 31Q: 3 clusters Score -6001551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -6001551.500000 Penalty: 5392.676758
	Iteration 32Q: 3 clusters Score -6001552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -6001553.000000 Penalty: 5392.676758
	Iteration 33Q: 3 clusters Score -6001553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -6001551.000000 Penalty: 5392.676758
	Iteration 34Q: 3 clusters Score -6001551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -6001550.500000 Penalty: 5392.676758
	Iteration 35Q: 3 clusters Score -6001550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -6001555.000000 Penalty: 5392.676758
	Iteration 36Q: 3 clusters Score -6001555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -6001558.000000 Penalty: 5392.676758
	Iteration 37Q: 3 clusters Score -6001558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -6001557.000000 Penalty: 5392.676758
	Iteration 38Q: 3 clusters Score -6001557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -6001560.000000 Penalty: 5392.676758
	Iteration 39Q: 3 clusters Score -6001560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -6001564.000000 Penalty: 5392.676758
	Iteration 40F: 3 clusters Score -6001564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -6001572.000000 Penalty: 5392.676758
	Iteration 41Q: 3 clusters Score -6001572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -6001574.000000 Penalty: 5392.676758
	Iteration 42Q: 3 clusters Score -6001574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -6001576.000000 Penalty: 5392.676758
	Iteration 43Q: 3 clusters Score -6001576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -6001583.000000 Penalty: 5392.676758
	Iteration 44Q: 3 clusters Score -6001583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -6001584.000000 Penalty: 5392.676758
	Iteration 45Q: 3 clusters Score -6001584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -6001583.000000 Penalty: 5392.676758
	Iteration 46Q: 3 clusters Score -6001583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -6001599.000000 Penalty: 5392.676758
	Iteration 47Q: 3 clusters Score -6001599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6001596.000000 Penalty: 5392.676758
	Iteration 48Q: 3 clusters Score -6001596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -6001596.000000 Penalty: 5392.676758
	Iteration 49Q: 3 clusters Score -6001596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -6001596.000000 Penalty: 5392.676758
	Iteration 50Q: 3 clusters Score -6001596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -6001596.000000 Penalty: 5392.676758
	Iteration 51F: 3 clusters Score -6001596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213953 members 
Entering Unmasked Estep 
Score: -24562362.000000 Penalty: 3043.831055
	Iteration 0F: 2 clusters Score -2.456236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -24439208.000000 Penalty: 6087.662109
	Iteration 0F: 3 clusters Score -2.443921e+07 nChanged 102740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -24499154.000000 Penalty: 6087.662109
	Iteration 1F: 3 clusters Score -2.449915e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 109431 members 
Entering Unmasked Estep 
Score: -24500148.000000 Penalty: 6087.662109
	Iteration 2Q: 3 clusters Score -2.450015e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103213 members 
Mstep: Class 2 contains 110740 members 
Entering Unmasked Estep 
Score: -24501230.000000 Penalty: 6087.662109
	Iteration 3Q: 3 clusters Score -2.450123e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 112792 members 
Entering Unmasked Estep 
Score: -24502326.000000 Penalty: 6087.662109
	Iteration 4Q: 3 clusters Score -2.450233e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -24504070.000000 Penalty: 6087.662109
	Iteration 5Q: 3 clusters Score -2.450407e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 120992 members 
Entering Unmasked Estep 
Score: -24506312.000000 Penalty: 6087.662109
	Iteration 6Q: 3 clusters Score -2.450631e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -24510150.000000 Penalty: 6087.662109
	Iteration 7Q: 3 clusters Score -2.451015e+07 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 138201 members 
Entering Unmasked Estep 
Score: -24516462.000000 Penalty: 6087.662109
	Iteration 8F: 3 clusters Score -2.451646e+07 nChanged 14225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -24526102.000000 Penalty: 6087.662109
	Iteration 9F: 3 clusters Score -2.45261e+07 nChanged 15742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 166470 members 
Entering Unmasked Estep 
Score: -24536694.000000 Penalty: 6087.662109
	Iteration 10F: 3 clusters Score -2.453669e+07 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 182021 members 
Entering Unmasked Estep 
Score: -24545098.000000 Penalty: 6087.662109
	Iteration 11F: 3 clusters Score -2.45451e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 194801 members 
Entering Unmasked Estep 
Score: -24550534.000000 Penalty: 6087.662109
	Iteration 12F: 3 clusters Score -2.455053e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 203530 members 
Entering Unmasked Estep 
Score: -24554624.000000 Penalty: 6087.662109
	Iteration 13Q: 3 clusters Score -2.455462e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 208555 members 
Entering Unmasked Estep 
Score: -24556904.000000 Penalty: 6087.662109
	Iteration 14Q: 3 clusters Score -2.45569e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 211093 members 
Entering Unmasked Estep 
Score: -24558338.000000 Penalty: 6087.662109
	Iteration 15Q: 3 clusters Score -2.455834e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 212237 members 
Entering Unmasked Estep 
Score: -24558952.000000 Penalty: 6087.662109
	Iteration 16Q: 3 clusters Score -2.455895e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 212732 members 
Entering Unmasked Estep 
Score: -24559242.000000 Penalty: 6087.662109
	Iteration 17Q: 3 clusters Score -2.455924e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 212971 members 
Entering Unmasked Estep 
Score: -24559496.000000 Penalty: 6087.662109
	Iteration 18Q: 3 clusters Score -2.45595e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 213081 members 
Entering Unmasked Estep 
Score: -24559562.000000 Penalty: 6087.662109
	Iteration 19Q: 3 clusters Score -2.455956e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 213157 members 
Entering Unmasked Estep 
Score: -24559672.000000 Penalty: 6087.662109
	Iteration 20F: 3 clusters Score -2.455967e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 213201 members 
Entering Unmasked Estep 
Score: -24559740.000000 Penalty: 6087.662109
	Iteration 21Q: 3 clusters Score -2.455974e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 213224 members 
Entering Unmasked Estep 
Score: -24559778.000000 Penalty: 6087.662109
	Iteration 22Q: 3 clusters Score -2.455978e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 213255 members 
Entering Unmasked Estep 
Score: -24559796.000000 Penalty: 6087.662109
	Iteration 23Q: 3 clusters Score -2.45598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 213267 members 
Entering Unmasked Estep 
Score: -24559794.000000 Penalty: 6087.662109
	Iteration 24Q: 3 clusters Score -2.455979e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 213284 members 
Entering Unmasked Estep 
Score: -24559798.000000 Penalty: 6087.662109
	Iteration 25Q: 3 clusters Score -2.45598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 213291 members 
Entering Unmasked Estep 
Score: -24559796.000000 Penalty: 6087.662109
	Iteration 26Q: 3 clusters Score -2.45598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 213301 members 
Entering Unmasked Estep 
Score: -24559806.000000 Penalty: 6087.662109
	Iteration 27Q: 3 clusters Score -2.455981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 213310 members 
Entering Unmasked Estep 
Score: -24559822.000000 Penalty: 6087.662109
	Iteration 28Q: 3 clusters Score -2.455982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 213317 members 
Entering Unmasked Estep 
Score: -24559810.000000 Penalty: 6087.662109
	Iteration 29Q: 3 clusters Score -2.455981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 213322 members 
Entering Unmasked Estep 
Score: -24559820.000000 Penalty: 6087.662109
	Iteration 30Q: 3 clusters Score -2.455982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 213323 members 
Entering Unmasked Estep 
Score: -24559818.000000 Penalty: 6087.662109
	Iteration 31Q: 3 clusters Score -2.455982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 213325 members 
Entering Unmasked Estep 
Score: -24559834.000000 Penalty: 6087.662109
	Iteration 32Q: 3 clusters Score -2.455983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 213325 members 
Entering Unmasked Estep 
Score: -24559846.000000 Penalty: 6087.662109
	Iteration 33Q: 3 clusters Score -2.455985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 213324 members 
Entering Unmasked Estep 
Score: -24559850.000000 Penalty: 6087.662109
	Iteration 34Q: 3 clusters Score -2.455985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 213324 members 
Entering Unmasked Estep 
Score: -24559844.000000 Penalty: 6087.662109
	Iteration 35Q: 3 clusters Score -2.455984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 213325 members 
Entering Unmasked Estep 
Score: -24559852.000000 Penalty: 6087.662109
	Iteration 36Q: 3 clusters Score -2.455985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 213325 members 
Entering Unmasked Estep 
Score: -24559862.000000 Penalty: 6087.662109
	Iteration 37Q: 3 clusters Score -2.455986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 213324 members 
Entering Unmasked Estep 
Score: -24559860.000000 Penalty: 6087.662109
	Iteration 38Q: 3 clusters Score -2.455986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 213324 members 
Entering Unmasked Estep 
Score: -24559860.000000 Penalty: 6087.662109
	Iteration 39F: 3 clusters Score -2.455986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -884633.000000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -884633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -878208.437500 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -878208.4 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -880088.875000 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -880088.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -880387.187500 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -880387.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -880590.187500 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -880590.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -880759.062500 Penalty: 4465.034668
	Iteration 4Q: 3 clusters Score -880759.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -880928.125000 Penalty: 4465.034668
	Iteration 5Q: 3 clusters Score -880928.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -881093.187500 Penalty: 4465.034668
	Iteration 6Q: 3 clusters Score -881093.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -881272.437500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -881272.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -881447.750000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -881447.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -881610.812500 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -881610.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -881767.937500 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -881767.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -881930.625000 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -881930.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -882075.500000 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -882075.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -882217.750000 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -882217.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -882321.187500 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -882321.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -882413.250000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -882413.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -882513.750000 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -882513.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -882608.750000 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -882608.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -882680.062500 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -882680.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -882726.125000 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -882726.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -882758.187500 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -882758.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -882801.562500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -882801.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -882855.000000 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -882855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -882904.437500 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -882904.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -882941.187500 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -882941.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -882971.250000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -882971.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -882992.000000 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -882992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -883005.812500 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -883005.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -883012.812500 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -883012.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -883025.750000 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -883025.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -883043.875000 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -883043.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -883054.125000 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -883054.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -883070.437500 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -883070.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -883081.687500 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -883081.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -883091.437500 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -883091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -883102.812500 Penalty: 4465.034668
	Iteration 35Q: 3 clusters Score -883102.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -883111.875000 Penalty: 4465.034668
	Iteration 36Q: 3 clusters Score -883111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -883116.625000 Penalty: 4465.034668
	Iteration 37Q: 3 clusters Score -883116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -883118.625000 Penalty: 4465.034668
	Iteration 38Q: 3 clusters Score -883118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -883119.000000 Penalty: 4465.034668
	Iteration 39Q: 3 clusters Score -883119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -883120.312500 Penalty: 4465.034668
	Iteration 40F: 3 clusters Score -883120.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -883124.312500 Penalty: 4465.034668
	Iteration 41Q: 3 clusters Score -883124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -883124.937500 Penalty: 4465.034668
	Iteration 42Q: 3 clusters Score -883124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -883125.625000 Penalty: 4465.034668
	Iteration 43Q: 3 clusters Score -883125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -883127.000000 Penalty: 4465.034668
	Iteration 44Q: 3 clusters Score -883127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -883127.062500 Penalty: 4465.034668
	Iteration 45Q: 3 clusters Score -883127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -883127.062500 Penalty: 4465.034668
	Iteration 46F: 3 clusters Score -883127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -257141.578125 Penalty: 1952.557861
	Iteration 0F: 2 clusters Score -257141.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -254116.375000 Penalty: 3905.115723
	Iteration 0F: 3 clusters Score -254116.4 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -254903.312500 Penalty: 3905.115723
	Iteration 1F: 3 clusters Score -254903.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -255209.078125 Penalty: 3905.115723
	Iteration 2F: 3 clusters Score -255209.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -255442.953125 Penalty: 3905.115723
	Iteration 3F: 3 clusters Score -255443 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -255648.734375 Penalty: 3905.115723
	Iteration 4F: 3 clusters Score -255648.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -255823.359375 Penalty: 3905.115723
	Iteration 5Q: 3 clusters Score -255823.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -255979.968750 Penalty: 3905.115723
	Iteration 6Q: 3 clusters Score -255980 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -256134.750000 Penalty: 3905.115723
	Iteration 7Q: 3 clusters Score -256134.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -256262.015625 Penalty: 3905.115723
	Iteration 8Q: 3 clusters Score -256262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -256332.812500 Penalty: 3905.115723
	Iteration 9Q: 3 clusters Score -256332.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -256373.437500 Penalty: 3905.115723
	Iteration 10Q: 3 clusters Score -256373.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -256395.046875 Penalty: 3905.115723
	Iteration 11Q: 3 clusters Score -256395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -256410.390625 Penalty: 3905.115723
	Iteration 12Q: 3 clusters Score -256410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -256418.421875 Penalty: 3905.115723
	Iteration 13Q: 3 clusters Score -256418.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -256424.937500 Penalty: 3905.115723
	Iteration 14Q: 3 clusters Score -256424.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -256433.781250 Penalty: 3905.115723
	Iteration 15Q: 3 clusters Score -256433.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -256437.546875 Penalty: 3905.115723
	Iteration 16Q: 3 clusters Score -256437.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -256439.750000 Penalty: 3905.115723
	Iteration 17Q: 3 clusters Score -256439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -256442.937500 Penalty: 3905.115723
	Iteration 18Q: 3 clusters Score -256442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -256445.484375 Penalty: 3905.115723
	Iteration 19Q: 3 clusters Score -256445.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -256445.578125 Penalty: 3905.115723
	Iteration 20F: 3 clusters Score -256445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -256446.703125 Penalty: 3905.115723
	Iteration 21Q: 3 clusters Score -256446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -256447.812500 Penalty: 3905.115723
	Iteration 22Q: 3 clusters Score -256447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -256448.062500 Penalty: 3905.115723
	Iteration 23Q: 3 clusters Score -256448.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -256448.062500 Penalty: 3905.115723
	Iteration 24F: 3 clusters Score -256448.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Entering Unmasked Estep 
Score: -1523259.000000 Penalty: 2379.641846
	Iteration 0F: 2 clusters Score -1523259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1512616.250000 Penalty: 4759.283691
	Iteration 0F: 3 clusters Score -1512616 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1516135.750000 Penalty: 4759.283691
	Iteration 1F: 3 clusters Score -1516136 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1516581.625000 Penalty: 4759.283691
	Iteration 2F: 3 clusters Score -1516582 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1516981.000000 Penalty: 4759.283691
	Iteration 3F: 3 clusters Score -1516981 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1517438.250000 Penalty: 4759.283691
	Iteration 4F: 3 clusters Score -1517438 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1517983.750000 Penalty: 4759.283691
	Iteration 5F: 3 clusters Score -1517984 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1518570.125000 Penalty: 4759.283691
	Iteration 6F: 3 clusters Score -1518570 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1519139.875000 Penalty: 4759.283691
	Iteration 7F: 3 clusters Score -1519140 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1519673.625000 Penalty: 4759.283691
	Iteration 8F: 3 clusters Score -1519674 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1520104.875000 Penalty: 4759.283691
	Iteration 9Q: 3 clusters Score -1520105 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1520463.375000 Penalty: 4759.283691
	Iteration 10Q: 3 clusters Score -1520463 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1520722.125000 Penalty: 4759.283691
	Iteration 11Q: 3 clusters Score -1520722 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1520921.250000 Penalty: 4759.283691
	Iteration 12Q: 3 clusters Score -1520921 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1521065.500000 Penalty: 4759.283691
	Iteration 13Q: 3 clusters Score -1521066 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1521181.000000 Penalty: 4759.283691
	Iteration 14Q: 3 clusters Score -1521181 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1521278.000000 Penalty: 4759.283691
	Iteration 15Q: 3 clusters Score -1521278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1521343.000000 Penalty: 4759.283691
	Iteration 16Q: 3 clusters Score -1521343 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1521418.125000 Penalty: 4759.283691
	Iteration 17Q: 3 clusters Score -1521418 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1521493.750000 Penalty: 4759.283691
	Iteration 18Q: 3 clusters Score -1521494 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1521570.000000 Penalty: 4759.283691
	Iteration 19Q: 3 clusters Score -1521570 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1521629.000000 Penalty: 4759.283691
	Iteration 20F: 3 clusters Score -1521629 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1521692.625000 Penalty: 4759.283691
	Iteration 21Q: 3 clusters Score -1521693 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1521744.625000 Penalty: 4759.283691
	Iteration 22Q: 3 clusters Score -1521745 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1521811.125000 Penalty: 4759.283691
	Iteration 23Q: 3 clusters Score -1521811 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1521889.125000 Penalty: 4759.283691
	Iteration 24Q: 3 clusters Score -1521889 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1521984.625000 Penalty: 4759.283691
	Iteration 25Q: 3 clusters Score -1521985 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1522085.750000 Penalty: 4759.283691
	Iteration 26Q: 3 clusters Score -1522086 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1522191.125000 Penalty: 4759.283691
	Iteration 27Q: 3 clusters Score -1522191 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1522269.875000 Penalty: 4759.283691
	Iteration 28Q: 3 clusters Score -1522270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1522332.875000 Penalty: 4759.283691
	Iteration 29Q: 3 clusters Score -1522333 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1522376.500000 Penalty: 4759.283691
	Iteration 30Q: 3 clusters Score -1522376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1522408.875000 Penalty: 4759.283691
	Iteration 31Q: 3 clusters Score -1522409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1522434.125000 Penalty: 4759.283691
	Iteration 32Q: 3 clusters Score -1522434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1522444.000000 Penalty: 4759.283691
	Iteration 33Q: 3 clusters Score -1522444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1522452.250000 Penalty: 4759.283691
	Iteration 34Q: 3 clusters Score -1522452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1522457.500000 Penalty: 4759.283691
	Iteration 35Q: 3 clusters Score -1522458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1522461.375000 Penalty: 4759.283691
	Iteration 36Q: 3 clusters Score -1522461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1522470.375000 Penalty: 4759.283691
	Iteration 37Q: 3 clusters Score -1522470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1522472.500000 Penalty: 4759.283691
	Iteration 38Q: 3 clusters Score -1522472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1522472.250000 Penalty: 4759.283691
	Iteration 39Q: 3 clusters Score -1522472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1522474.875000 Penalty: 4759.283691
	Iteration 40F: 3 clusters Score -1522475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1522478.125000 Penalty: 4759.283691
	Iteration 41Q: 3 clusters Score -1522478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1522481.625000 Penalty: 4759.283691
	Iteration 42Q: 3 clusters Score -1522482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1522479.750000 Penalty: 4759.283691
	Iteration 43Q: 3 clusters Score -1522480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1522480.625000 Penalty: 4759.283691
	Iteration 44Q: 3 clusters Score -1522481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1522481.750000 Penalty: 4759.283691
	Iteration 45Q: 3 clusters Score -1522482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1522480.875000 Penalty: 4759.283691
	Iteration 46Q: 3 clusters Score -1522481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1522479.125000 Penalty: 4759.283691
	Iteration 47Q: 3 clusters Score -1522479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1522480.875000 Penalty: 4759.283691
	Iteration 48Q: 3 clusters Score -1522481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1522480.625000 Penalty: 4759.283691
	Iteration 49Q: 3 clusters Score -1522481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1522478.875000 Penalty: 4759.283691
	Iteration 50Q: 3 clusters Score -1522479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1522486.000000 Penalty: 4759.283691
	Iteration 51Q: 3 clusters Score -1522486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1522488.000000 Penalty: 4759.283691
	Iteration 52Q: 3 clusters Score -1522488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1522493.625000 Penalty: 4759.283691
	Iteration 53Q: 3 clusters Score -1522494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1522493.875000 Penalty: 4759.283691
	Iteration 54Q: 3 clusters Score -1522494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1522499.375000 Penalty: 4759.283691
	Iteration 55Q: 3 clusters Score -1522499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1522495.875000 Penalty: 4759.283691
	Iteration 56Q: 3 clusters Score -1522496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1522499.125000 Penalty: 4759.283691
	Iteration 57Q: 3 clusters Score -1522499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1522502.625000 Penalty: 4759.283691
	Iteration 58Q: 3 clusters Score -1522503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1522502.250000 Penalty: 4759.283691
	Iteration 59Q: 3 clusters Score -1522502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1522504.125000 Penalty: 4759.283691
	Iteration 60F: 3 clusters Score -1522504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1522503.125000 Penalty: 4759.283691
	Iteration 61Q: 3 clusters Score -1522503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1522509.875000 Penalty: 4759.283691
	Iteration 62Q: 3 clusters Score -1522510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1522512.250000 Penalty: 4759.283691
	Iteration 63Q: 3 clusters Score -1522512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1522510.125000 Penalty: 4759.283691
	Iteration 64Q: 3 clusters Score -1522510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1522509.500000 Penalty: 4759.283691
	Iteration 65Q: 3 clusters Score -1522510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1522514.125000 Penalty: 4759.283691
	Iteration 66Q: 3 clusters Score -1522514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1522512.875000 Penalty: 4759.283691
	Iteration 67Q: 3 clusters Score -1522513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1522514.500000 Penalty: 4759.283691
	Iteration 68Q: 3 clusters Score -1522514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1522514.875000 Penalty: 4759.283691
	Iteration 69Q: 3 clusters Score -1522515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1522520.875000 Penalty: 4759.283691
	Iteration 70Q: 3 clusters Score -1522521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1522520.000000 Penalty: 4759.283691
	Iteration 71Q: 3 clusters Score -1522520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1522520.250000 Penalty: 4759.283691
	Iteration 72Q: 3 clusters Score -1522520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1522522.875000 Penalty: 4759.283691
	Iteration 73Q: 3 clusters Score -1522523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1522526.625000 Penalty: 4759.283691
	Iteration 74Q: 3 clusters Score -1522527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1522526.500000 Penalty: 4759.283691
	Iteration 75Q: 3 clusters Score -1522526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1522526.500000 Penalty: 4759.283691
	Iteration 76F: 3 clusters Score -1522526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Entering Unmasked Estep 
Score: -1627288.875000 Penalty: 2401.406250
	Iteration 0F: 2 clusters Score -1627289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1615916.000000 Penalty: 4802.812500
	Iteration 0F: 3 clusters Score -1615916 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1620027.875000 Penalty: 4802.812500
	Iteration 1F: 3 clusters Score -1620028 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1620809.750000 Penalty: 4802.812500
	Iteration 2F: 3 clusters Score -1620810 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1621598.250000 Penalty: 4802.812500
	Iteration 3F: 3 clusters Score -1621598 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1622391.500000 Penalty: 4802.812500
	Iteration 4F: 3 clusters Score -1622392 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1623230.750000 Penalty: 4802.812500
	Iteration 5F: 3 clusters Score -1623231 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1624017.875000 Penalty: 4802.812500
	Iteration 6F: 3 clusters Score -1624018 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1624607.750000 Penalty: 4802.812500
	Iteration 7F: 3 clusters Score -1624608 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1624974.250000 Penalty: 4802.812500
	Iteration 8Q: 3 clusters Score -1624974 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1625205.500000 Penalty: 4802.812500
	Iteration 9Q: 3 clusters Score -1625206 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1625362.750000 Penalty: 4802.812500
	Iteration 10Q: 3 clusters Score -1625363 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1625475.750000 Penalty: 4802.812500
	Iteration 11Q: 3 clusters Score -1625476 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1625570.500000 Penalty: 4802.812500
	Iteration 12Q: 3 clusters Score -1625570 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1625658.625000 Penalty: 4802.812500
	Iteration 13Q: 3 clusters Score -1625659 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1625733.750000 Penalty: 4802.812500
	Iteration 14Q: 3 clusters Score -1625734 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1625815.750000 Penalty: 4802.812500
	Iteration 15Q: 3 clusters Score -1625816 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1625883.875000 Penalty: 4802.812500
	Iteration 16Q: 3 clusters Score -1625884 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1625946.000000 Penalty: 4802.812500
	Iteration 17Q: 3 clusters Score -1625946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1625992.000000 Penalty: 4802.812500
	Iteration 18Q: 3 clusters Score -1625992 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1626021.000000 Penalty: 4802.812500
	Iteration 19Q: 3 clusters Score -1626021 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1626062.250000 Penalty: 4802.812500
	Iteration 20F: 3 clusters Score -1626062 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1626089.000000 Penalty: 4802.812500
	Iteration 21Q: 3 clusters Score -1626089 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1626118.875000 Penalty: 4802.812500
	Iteration 22Q: 3 clusters Score -1626119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1626126.875000 Penalty: 4802.812500
	Iteration 23Q: 3 clusters Score -1626127 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1626151.250000 Penalty: 4802.812500
	Iteration 24Q: 3 clusters Score -1626151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1626171.500000 Penalty: 4802.812500
	Iteration 25Q: 3 clusters Score -1626172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1626190.375000 Penalty: 4802.812500
	Iteration 26Q: 3 clusters Score -1626190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1626195.125000 Penalty: 4802.812500
	Iteration 27Q: 3 clusters Score -1626195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1626204.625000 Penalty: 4802.812500
	Iteration 28Q: 3 clusters Score -1626205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1626211.625000 Penalty: 4802.812500
	Iteration 29Q: 3 clusters Score -1626212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1626217.500000 Penalty: 4802.812500
	Iteration 30Q: 3 clusters Score -1626218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1626227.500000 Penalty: 4802.812500
	Iteration 31Q: 3 clusters Score -1626228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1626233.750000 Penalty: 4802.812500
	Iteration 32Q: 3 clusters Score -1626234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1626241.875000 Penalty: 4802.812500
	Iteration 33Q: 3 clusters Score -1626242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1626247.125000 Penalty: 4802.812500
	Iteration 34Q: 3 clusters Score -1626247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1626253.625000 Penalty: 4802.812500
	Iteration 35Q: 3 clusters Score -1626254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1626263.250000 Penalty: 4802.812500
	Iteration 36Q: 3 clusters Score -1626263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1626272.125000 Penalty: 4802.812500
	Iteration 37Q: 3 clusters Score -1626272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1626275.000000 Penalty: 4802.812500
	Iteration 38Q: 3 clusters Score -1626275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1626284.625000 Penalty: 4802.812500
	Iteration 39Q: 3 clusters Score -1626285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1626287.125000 Penalty: 4802.812500
	Iteration 40F: 3 clusters Score -1626287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1626288.875000 Penalty: 4802.812500
	Iteration 41Q: 3 clusters Score -1626289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1626298.875000 Penalty: 4802.812500
	Iteration 42Q: 3 clusters Score -1626299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1626307.625000 Penalty: 4802.812500
	Iteration 43Q: 3 clusters Score -1626308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1626309.500000 Penalty: 4802.812500
	Iteration 44Q: 3 clusters Score -1626310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1626314.250000 Penalty: 4802.812500
	Iteration 45Q: 3 clusters Score -1626314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1626317.000000 Penalty: 4802.812500
	Iteration 46Q: 3 clusters Score -1626317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1626325.500000 Penalty: 4802.812500
	Iteration 47Q: 3 clusters Score -1626326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1626324.625000 Penalty: 4802.812500
	Iteration 48Q: 3 clusters Score -1626325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1626328.375000 Penalty: 4802.812500
	Iteration 49Q: 3 clusters Score -1626328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1626329.875000 Penalty: 4802.812500
	Iteration 50Q: 3 clusters Score -1626330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1626335.875000 Penalty: 4802.812500
	Iteration 51Q: 3 clusters Score -1626336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1626339.375000 Penalty: 4802.812500
	Iteration 52Q: 3 clusters Score -1626339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1626342.250000 Penalty: 4802.812500
	Iteration 53Q: 3 clusters Score -1626342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1626348.500000 Penalty: 4802.812500
	Iteration 54Q: 3 clusters Score -1626348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1626359.250000 Penalty: 4802.812500
	Iteration 55Q: 3 clusters Score -1626359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1626367.250000 Penalty: 4802.812500
	Iteration 56Q: 3 clusters Score -1626367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1626372.625000 Penalty: 4802.812500
	Iteration 57Q: 3 clusters Score -1626373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1626382.500000 Penalty: 4802.812500
	Iteration 58Q: 3 clusters Score -1626382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1626396.000000 Penalty: 4802.812500
	Iteration 59Q: 3 clusters Score -1626396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1626400.250000 Penalty: 4802.812500
	Iteration 60F: 3 clusters Score -1626400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1626416.500000 Penalty: 4802.812500
	Iteration 61Q: 3 clusters Score -1626416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1626424.000000 Penalty: 4802.812500
	Iteration 62Q: 3 clusters Score -1626424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1626430.000000 Penalty: 4802.812500
	Iteration 63Q: 3 clusters Score -1626430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1626435.500000 Penalty: 4802.812500
	Iteration 64Q: 3 clusters Score -1626436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1626442.750000 Penalty: 4802.812500
	Iteration 65Q: 3 clusters Score -1626443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1626449.125000 Penalty: 4802.812500
	Iteration 66Q: 3 clusters Score -1626449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1626457.750000 Penalty: 4802.812500
	Iteration 67Q: 3 clusters Score -1626458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1626463.250000 Penalty: 4802.812500
	Iteration 68Q: 3 clusters Score -1626463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1626466.625000 Penalty: 4802.812500
	Iteration 69Q: 3 clusters Score -1626467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1626477.375000 Penalty: 4802.812500
	Iteration 70Q: 3 clusters Score -1626477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1626484.250000 Penalty: 4802.812500
	Iteration 71Q: 3 clusters Score -1626484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1626487.500000 Penalty: 4802.812500
	Iteration 72Q: 3 clusters Score -1626488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1626487.250000 Penalty: 4802.812500
	Iteration 73Q: 3 clusters Score -1626487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1626493.000000 Penalty: 4802.812500
	Iteration 74Q: 3 clusters Score -1626493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1626499.250000 Penalty: 4802.812500
	Iteration 75Q: 3 clusters Score -1626499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1626495.375000 Penalty: 4802.812500
	Iteration 76Q: 3 clusters Score -1626495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1626496.125000 Penalty: 4802.812500
	Iteration 77Q: 3 clusters Score -1626496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1626495.500000 Penalty: 4802.812500
	Iteration 78Q: 3 clusters Score -1626496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1626499.375000 Penalty: 4802.812500
	Iteration 79Q: 3 clusters Score -1626499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1626503.375000 Penalty: 4802.812500
	Iteration 80F: 3 clusters Score -1626503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1626503.500000 Penalty: 4802.812500
	Iteration 81Q: 3 clusters Score -1626504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1626506.625000 Penalty: 4802.812500
	Iteration 82Q: 3 clusters Score -1626507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1626506.375000 Penalty: 4802.812500
	Iteration 83Q: 3 clusters Score -1626506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1626509.125000 Penalty: 4802.812500
	Iteration 84Q: 3 clusters Score -1626509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1626510.000000 Penalty: 4802.812500
	Iteration 85Q: 3 clusters Score -1626510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1626510.875000 Penalty: 4802.812500
	Iteration 86Q: 3 clusters Score -1626511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1626508.125000 Penalty: 4802.812500
	Iteration 87Q: 3 clusters Score -1626508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1626509.875000 Penalty: 4802.812500
	Iteration 88Q: 3 clusters Score -1626510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1626509.250000 Penalty: 4802.812500
	Iteration 89Q: 3 clusters Score -1626509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1626508.500000 Penalty: 4802.812500
	Iteration 90Q: 3 clusters Score -1626508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1626508.500000 Penalty: 4802.812500
	Iteration 91F: 3 clusters Score -1626508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Entering Unmasked Estep 
Score: -16084977.000000 Penalty: 2944.215576
	Iteration 0F: 2 clusters Score -1.608498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -15988835.000000 Penalty: 5888.431152
	Iteration 0F: 3 clusters Score -1.598884e+07 nChanged 68471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -16028505.000000 Penalty: 5888.431152
	Iteration 1F: 3 clusters Score -1.60285e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -16029219.000000 Penalty: 5888.431152
	Iteration 2Q: 3 clusters Score -1.602922e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -16030230.000000 Penalty: 5888.431152
	Iteration 3Q: 3 clusters Score -1.603023e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -16031875.000000 Penalty: 5888.431152
	Iteration 4Q: 3 clusters Score -1.603188e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -16034301.000000 Penalty: 5888.431152
	Iteration 5Q: 3 clusters Score -1.60343e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -16038290.000000 Penalty: 5888.431152
	Iteration 6F: 3 clusters Score -1.603829e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100587 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -16045096.000000 Penalty: 5888.431152
	Iteration 7F: 3 clusters Score -1.60451e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111478 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -16053911.000000 Penalty: 5888.431152
	Iteration 8F: 3 clusters Score -1.605391e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122220 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -16063345.000000 Penalty: 5888.431152
	Iteration 9F: 3 clusters Score -1.606334e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131071 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -16071367.000000 Penalty: 5888.431152
	Iteration 10F: 3 clusters Score -1.607137e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137178 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -16077083.000000 Penalty: 5888.431152
	Iteration 11Q: 3 clusters Score -1.607708e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140472 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -16080133.000000 Penalty: 5888.431152
	Iteration 12Q: 3 clusters Score -1.608013e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141936 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -16081429.000000 Penalty: 5888.431152
	Iteration 13Q: 3 clusters Score -1.608143e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142469 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16081941.000000 Penalty: 5888.431152
	Iteration 14Q: 3 clusters Score -1.608194e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142667 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -16082174.000000 Penalty: 5888.431152
	Iteration 15Q: 3 clusters Score -1.608217e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -16082308.000000 Penalty: 5888.431152
	Iteration 16Q: 3 clusters Score -1.608231e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142781 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16082354.000000 Penalty: 5888.431152
	Iteration 17Q: 3 clusters Score -1.608235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142799 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16082397.000000 Penalty: 5888.431152
	Iteration 18Q: 3 clusters Score -1.60824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142809 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -16082419.000000 Penalty: 5888.431152
	Iteration 19Q: 3 clusters Score -1.608242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16082453.000000 Penalty: 5888.431152
	Iteration 20F: 3 clusters Score -1.608245e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142818 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -16082479.000000 Penalty: 5888.431152
	Iteration 21Q: 3 clusters Score -1.608248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142821 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16082496.000000 Penalty: 5888.431152
	Iteration 22Q: 3 clusters Score -1.60825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142818 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -16082503.000000 Penalty: 5888.431152
	Iteration 23Q: 3 clusters Score -1.60825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16082515.000000 Penalty: 5888.431152
	Iteration 24Q: 3 clusters Score -1.608252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -16082516.000000 Penalty: 5888.431152
	Iteration 25Q: 3 clusters Score -1.608252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142817 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -16082520.000000 Penalty: 5888.431152
	Iteration 26Q: 3 clusters Score -1.608252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142818 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -16082519.000000 Penalty: 5888.431152
	Iteration 27Q: 3 clusters Score -1.608252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16082521.000000 Penalty: 5888.431152
	Iteration 28Q: 3 clusters Score -1.608252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142821 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16082525.000000 Penalty: 5888.431152
	Iteration 29Q: 3 clusters Score -1.608252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142821 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16082525.000000 Penalty: 5888.431152
	Iteration 30F: 3 clusters Score -1.608252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Entering Unmasked Estep 
Score: -824777.312500 Penalty: 2209.523926
	Iteration 0F: 2 clusters Score -824777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -818731.375000 Penalty: 4419.047852
	Iteration 0F: 3 clusters Score -818731.4 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -820374.500000 Penalty: 4419.047852
	Iteration 1F: 3 clusters Score -820374.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -820713.812500 Penalty: 4419.047852
	Iteration 2F: 3 clusters Score -820713.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -820959.125000 Penalty: 4419.047852
	Iteration 3F: 3 clusters Score -820959.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -821148.875000 Penalty: 4419.047852
	Iteration 4Q: 3 clusters Score -821148.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -821317.750000 Penalty: 4419.047852
	Iteration 5Q: 3 clusters Score -821317.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -821475.562500 Penalty: 4419.047852
	Iteration 6Q: 3 clusters Score -821475.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -821623.375000 Penalty: 4419.047852
	Iteration 7Q: 3 clusters Score -821623.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -821736.500000 Penalty: 4419.047852
	Iteration 8Q: 3 clusters Score -821736.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -821820.500000 Penalty: 4419.047852
	Iteration 9Q: 3 clusters Score -821820.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -821899.187500 Penalty: 4419.047852
	Iteration 10Q: 3 clusters Score -821899.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -821962.375000 Penalty: 4419.047852
	Iteration 11Q: 3 clusters Score -821962.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -822022.500000 Penalty: 4419.047852
	Iteration 12Q: 3 clusters Score -822022.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -822082.062500 Penalty: 4419.047852
	Iteration 13Q: 3 clusters Score -822082.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -822136.562500 Penalty: 4419.047852
	Iteration 14Q: 3 clusters Score -822136.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -822192.187500 Penalty: 4419.047852
	Iteration 15Q: 3 clusters Score -822192.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -822248.375000 Penalty: 4419.047852
	Iteration 16Q: 3 clusters Score -822248.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -822303.375000 Penalty: 4419.047852
	Iteration 17Q: 3 clusters Score -822303.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -822351.687500 Penalty: 4419.047852
	Iteration 18Q: 3 clusters Score -822351.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -822394.562500 Penalty: 4419.047852
	Iteration 19Q: 3 clusters Score -822394.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -822432.312500 Penalty: 4419.047852
	Iteration 20F: 3 clusters Score -822432.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -822469.625000 Penalty: 4419.047852
	Iteration 21Q: 3 clusters Score -822469.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -822496.312500 Penalty: 4419.047852
	Iteration 22Q: 3 clusters Score -822496.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -822535.000000 Penalty: 4419.047852
	Iteration 23Q: 3 clusters Score -822535 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -822576.375000 Penalty: 4419.047852
	Iteration 24Q: 3 clusters Score -822576.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -822611.875000 Penalty: 4419.047852
	Iteration 25Q: 3 clusters Score -822611.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -822654.250000 Penalty: 4419.047852
	Iteration 26Q: 3 clusters Score -822654.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -822690.750000 Penalty: 4419.047852
	Iteration 27Q: 3 clusters Score -822690.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -822726.062500 Penalty: 4419.047852
	Iteration 28Q: 3 clusters Score -822726.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -822757.500000 Penalty: 4419.047852
	Iteration 29Q: 3 clusters Score -822757.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -822788.375000 Penalty: 4419.047852
	Iteration 30Q: 3 clusters Score -822788.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -822822.125000 Penalty: 4419.047852
	Iteration 31Q: 3 clusters Score -822822.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -822860.437500 Penalty: 4419.047852
	Iteration 32Q: 3 clusters Score -822860.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -822917.875000 Penalty: 4419.047852
	Iteration 33Q: 3 clusters Score -822917.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -823012.125000 Penalty: 4419.047852
	Iteration 34Q: 3 clusters Score -823012.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -823140.937500 Penalty: 4419.047852
	Iteration 35Q: 3 clusters Score -823140.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -823295.875000 Penalty: 4419.047852
	Iteration 36Q: 3 clusters Score -823295.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -823384.250000 Penalty: 4419.047852
	Iteration 37Q: 3 clusters Score -823384.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -823435.562500 Penalty: 4419.047852
	Iteration 38Q: 3 clusters Score -823435.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -823465.562500 Penalty: 4419.047852
	Iteration 39Q: 3 clusters Score -823465.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -823479.500000 Penalty: 4419.047852
	Iteration 40F: 3 clusters Score -823479.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -823489.437500 Penalty: 4419.047852
	Iteration 41Q: 3 clusters Score -823489.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -823496.812500 Penalty: 4419.047852
	Iteration 42Q: 3 clusters Score -823496.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -823499.187500 Penalty: 4419.047852
	Iteration 43Q: 3 clusters Score -823499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -823504.562500 Penalty: 4419.047852
	Iteration 44Q: 3 clusters Score -823504.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -823507.562500 Penalty: 4419.047852
	Iteration 45Q: 3 clusters Score -823507.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -823511.500000 Penalty: 4419.047852
	Iteration 46Q: 3 clusters Score -823511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -823513.375000 Penalty: 4419.047852
	Iteration 47Q: 3 clusters Score -823513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -823514.812500 Penalty: 4419.047852
	Iteration 48Q: 3 clusters Score -823514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -823514.750000 Penalty: 4419.047852
	Iteration 49Q: 3 clusters Score -823514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -823515.437500 Penalty: 4419.047852
	Iteration 50Q: 3 clusters Score -823515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -823516.437500 Penalty: 4419.047852
	Iteration 51Q: 3 clusters Score -823516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -823516.750000 Penalty: 4419.047852
	Iteration 52Q: 3 clusters Score -823516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -823517.250000 Penalty: 4419.047852
	Iteration 53Q: 3 clusters Score -823517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -823517.250000 Penalty: 4419.047852
	Iteration 54F: 3 clusters Score -823517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Entering Unmasked Estep 
Score: -4197126.000000 Penalty: 2609.761230
	Iteration 0F: 2 clusters Score -4197126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4171920.000000 Penalty: 5219.522461
	Iteration 0F: 3 clusters Score -4171920 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4181038.250000 Penalty: 5219.522461
	Iteration 1F: 3 clusters Score -4181038 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -4181628.250000 Penalty: 5219.522461
	Iteration 2Q: 3 clusters Score -4181628 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4182405.750000 Penalty: 5219.522461
	Iteration 3Q: 3 clusters Score -4182406 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4183537.750000 Penalty: 5219.522461
	Iteration 4F: 3 clusters Score -4183538 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4185325 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4187838.000000 Penalty: 5219.522461
	Iteration 6F: 3 clusters Score -4187838 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -4190446.750000 Penalty: 5219.522461
	Iteration 7F: 3 clusters Score -4190447 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4192397.000000 Penalty: 5219.522461
	Iteration 8F: 3 clusters Score -4192397 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4193708.500000 Penalty: 5219.522461
	Iteration 9Q: 3 clusters Score -4193708 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -4194690.500000 Penalty: 5219.522461
	Iteration 10Q: 3 clusters Score -4194690 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4195330.000000 Penalty: 5219.522461
	Iteration 11Q: 3 clusters Score -4195330 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4195884.000000 Penalty: 5219.522461
	Iteration 12Q: 3 clusters Score -4195884 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4196221.000000 Penalty: 5219.522461
	Iteration 13Q: 3 clusters Score -4196221 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4196397.500000 Penalty: 5219.522461
	Iteration 14Q: 3 clusters Score -4196398 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4196492.000000 Penalty: 5219.522461
	Iteration 15Q: 3 clusters Score -4196492 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4196580.000000 Penalty: 5219.522461
	Iteration 16Q: 3 clusters Score -4196580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4196646.000000 Penalty: 5219.522461
	Iteration 17Q: 3 clusters Score -4196646 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4196678.500000 Penalty: 5219.522461
	Iteration 18Q: 3 clusters Score -4196678 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4196724.000000 Penalty: 5219.522461
	Iteration 19Q: 3 clusters Score -4196724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4196738.000000 Penalty: 5219.522461
	Iteration 20F: 3 clusters Score -4196738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4196759.000000 Penalty: 5219.522461
	Iteration 21Q: 3 clusters Score -4196759 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4196794.000000 Penalty: 5219.522461
	Iteration 22Q: 3 clusters Score -4196794 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4196820.500000 Penalty: 5219.522461
	Iteration 23Q: 3 clusters Score -4196820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -4196825.500000 Penalty: 5219.522461
	Iteration 24Q: 3 clusters Score -4196826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4196840.000000 Penalty: 5219.522461
	Iteration 25Q: 3 clusters Score -4196840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4196842.000000 Penalty: 5219.522461
	Iteration 26Q: 3 clusters Score -4196842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4196844.000000 Penalty: 5219.522461
	Iteration 27Q: 3 clusters Score -4196844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4196844.000000 Penalty: 5219.522461
	Iteration 28Q: 3 clusters Score -4196844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4196851.500000 Penalty: 5219.522461
	Iteration 29Q: 3 clusters Score -4196852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4196860.500000 Penalty: 5219.522461
	Iteration 30Q: 3 clusters Score -4196860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4196868.000000 Penalty: 5219.522461
	Iteration 31Q: 3 clusters Score -4196868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4196872.000000 Penalty: 5219.522461
	Iteration 32Q: 3 clusters Score -4196872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4196873.000000 Penalty: 5219.522461
	Iteration 33Q: 3 clusters Score -4196873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4196872.000000 Penalty: 5219.522461
	Iteration 34Q: 3 clusters Score -4196872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4196877.000000 Penalty: 5219.522461
	Iteration 35Q: 3 clusters Score -4196877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4196883.000000 Penalty: 5219.522461
	Iteration 36Q: 3 clusters Score -4196883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4196879.000000 Penalty: 5219.522461
	Iteration 37Q: 3 clusters Score -4196879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4196884.000000 Penalty: 5219.522461
	Iteration 38Q: 3 clusters Score -4196884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4196884.000000 Penalty: 5219.522461
	Iteration 39Q: 3 clusters Score -4196884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4196883.500000 Penalty: 5219.522461
	Iteration 40F: 3 clusters Score -4196884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4196883.000000 Penalty: 5219.522461
	Iteration 41Q: 3 clusters Score -4196883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4196883.000000 Penalty: 5219.522461
	Iteration 42Q: 3 clusters Score -4196883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4196887.000000 Penalty: 5219.522461
	Iteration 43Q: 3 clusters Score -4196887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4196884.000000 Penalty: 5219.522461
	Iteration 44Q: 3 clusters Score -4196884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -4196887.000000 Penalty: 5219.522461
	Iteration 45Q: 3 clusters Score -4196887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4196887.500000 Penalty: 5219.522461
	Iteration 46Q: 3 clusters Score -4196888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4196885.000000 Penalty: 5219.522461
	Iteration 47Q: 3 clusters Score -4196885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4196885.000000 Penalty: 5219.522461
	Iteration 48Q: 3 clusters Score -4196885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4196885.500000 Penalty: 5219.522461
	Iteration 49Q: 3 clusters Score -4196886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4196885.500000 Penalty: 5219.522461
	Iteration 50Q: 3 clusters Score -4196886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4196885.500000 Penalty: 5219.522461
	Iteration 51Q: 3 clusters Score -4196886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4196886.500000 Penalty: 5219.522461
	Iteration 52Q: 3 clusters Score -4196886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4196886.000000 Penalty: 5219.522461
	Iteration 53Q: 3 clusters Score -4196886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4196883.500000 Penalty: 5219.522461
	Iteration 54Q: 3 clusters Score -4196884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4196886.500000 Penalty: 5219.522461
	Iteration 55Q: 3 clusters Score -4196886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4196891.000000 Penalty: 5219.522461
	Iteration 56Q: 3 clusters Score -4196891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4196891.000000 Penalty: 5219.522461
	Iteration 57F: 3 clusters Score -4196891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Entering Unmasked Estep 
Score: -1084795.875000 Penalty: 2285.795898
	Iteration 0F: 2 clusters Score -1084796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1077133.375000 Penalty: 4571.591797
	Iteration 0F: 3 clusters Score -1077133 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1079462.875000 Penalty: 4571.591797
	Iteration 1F: 3 clusters Score -1079463 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1079743.875000 Penalty: 4571.591797
	Iteration 2F: 3 clusters Score -1079744 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1079917.375000 Penalty: 4571.591797
	Iteration 3Q: 3 clusters Score -1079917 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1080036.750000 Penalty: 4571.591797
	Iteration 4Q: 3 clusters Score -1080037 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1080129.625000 Penalty: 4571.591797
	Iteration 5Q: 3 clusters Score -1080130 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1080213.625000 Penalty: 4571.591797
	Iteration 6Q: 3 clusters Score -1080214 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1080291.000000 Penalty: 4571.591797
	Iteration 7Q: 3 clusters Score -1080291 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1080366.125000 Penalty: 4571.591797
	Iteration 8Q: 3 clusters Score -1080366 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1080435.750000 Penalty: 4571.591797
	Iteration 9Q: 3 clusters Score -1080436 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1080501.125000 Penalty: 4571.591797
	Iteration 10Q: 3 clusters Score -1080501 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1080575.000000 Penalty: 4571.591797
	Iteration 11Q: 3 clusters Score -1080575 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1080647.125000 Penalty: 4571.591797
	Iteration 12Q: 3 clusters Score -1080647 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1080726.250000 Penalty: 4571.591797
	Iteration 13Q: 3 clusters Score -1080726 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1080825.625000 Penalty: 4571.591797
	Iteration 14Q: 3 clusters Score -1080826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1080957.000000 Penalty: 4571.591797
	Iteration 15Q: 3 clusters Score -1080957 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1081079.500000 Penalty: 4571.591797
	Iteration 16Q: 3 clusters Score -1081080 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1081211.500000 Penalty: 4571.591797
	Iteration 17Q: 3 clusters Score -1081212 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1081338.375000 Penalty: 4571.591797
	Iteration 18Q: 3 clusters Score -1081338 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1081486.375000 Penalty: 4571.591797
	Iteration 19Q: 3 clusters Score -1081486 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1081639.375000 Penalty: 4571.591797
	Iteration 20F: 3 clusters Score -1081639 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1081781.250000 Penalty: 4571.591797
	Iteration 21Q: 3 clusters Score -1081781 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1081913.750000 Penalty: 4571.591797
	Iteration 22Q: 3 clusters Score -1081914 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1082047.625000 Penalty: 4571.591797
	Iteration 23Q: 3 clusters Score -1082048 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1082169.250000 Penalty: 4571.591797
	Iteration 24Q: 3 clusters Score -1082169 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1082300.875000 Penalty: 4571.591797
	Iteration 25Q: 3 clusters Score -1082301 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1082438.000000 Penalty: 4571.591797
	Iteration 26Q: 3 clusters Score -1082438 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1082552.625000 Penalty: 4571.591797
	Iteration 27Q: 3 clusters Score -1082553 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1082643.000000 Penalty: 4571.591797
	Iteration 28Q: 3 clusters Score -1082643 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1082723.125000 Penalty: 4571.591797
	Iteration 29Q: 3 clusters Score -1082723 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1082804.625000 Penalty: 4571.591797
	Iteration 30Q: 3 clusters Score -1082805 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1082895.375000 Penalty: 4571.591797
	Iteration 31Q: 3 clusters Score -1082895 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1082999.625000 Penalty: 4571.591797
	Iteration 32Q: 3 clusters Score -1083000 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1083075.875000 Penalty: 4571.591797
	Iteration 33Q: 3 clusters Score -1083076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1083150.750000 Penalty: 4571.591797
	Iteration 34Q: 3 clusters Score -1083151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1083225.625000 Penalty: 4571.591797
	Iteration 35Q: 3 clusters Score -1083226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1083280.750000 Penalty: 4571.591797
	Iteration 36Q: 3 clusters Score -1083281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1083330.250000 Penalty: 4571.591797
	Iteration 37Q: 3 clusters Score -1083330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1083362.250000 Penalty: 4571.591797
	Iteration 38Q: 3 clusters Score -1083362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1083396.750000 Penalty: 4571.591797
	Iteration 39Q: 3 clusters Score -1083397 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1083422.500000 Penalty: 4571.591797
	Iteration 40F: 3 clusters Score -1083422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1083440.625000 Penalty: 4571.591797
	Iteration 41Q: 3 clusters Score -1083441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1083459.250000 Penalty: 4571.591797
	Iteration 42Q: 3 clusters Score -1083459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1083479.375000 Penalty: 4571.591797
	Iteration 43Q: 3 clusters Score -1083479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1083492.750000 Penalty: 4571.591797
	Iteration 44Q: 3 clusters Score -1083493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1083506.250000 Penalty: 4571.591797
	Iteration 45Q: 3 clusters Score -1083506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1083515.125000 Penalty: 4571.591797
	Iteration 46Q: 3 clusters Score -1083515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1083522.000000 Penalty: 4571.591797
	Iteration 47Q: 3 clusters Score -1083522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1083522.500000 Penalty: 4571.591797
	Iteration 48Q: 3 clusters Score -1083522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1083522.000000 Penalty: 4571.591797
	Iteration 49Q: 3 clusters Score -1083522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1083524.625000 Penalty: 4571.591797
	Iteration 50Q: 3 clusters Score -1083525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1083525.875000 Penalty: 4571.591797
	Iteration 51Q: 3 clusters Score -1083526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1083529.250000 Penalty: 4571.591797
	Iteration 52Q: 3 clusters Score -1083529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1083528.875000 Penalty: 4571.591797
	Iteration 53Q: 3 clusters Score -1083529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1083531.375000 Penalty: 4571.591797
	Iteration 54Q: 3 clusters Score -1083531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1083533.500000 Penalty: 4571.591797
	Iteration 55Q: 3 clusters Score -1083534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1083533.500000 Penalty: 4571.591797
	Iteration 56F: 3 clusters Score -1083534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Entering Unmasked Estep 
Score: -12206026.000000 Penalty: 2875.306885
	Iteration 0F: 2 clusters Score -1.220603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -12133787.000000 Penalty: 5750.613770
	Iteration 0F: 3 clusters Score -1.213379e+07 nChanged 51435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -12162531.000000 Penalty: 5750.613770
	Iteration 1F: 3 clusters Score -1.216253e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -12163299.000000 Penalty: 5750.613770
	Iteration 2Q: 3 clusters Score -1.21633e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -12164139.000000 Penalty: 5750.613770
	Iteration 3Q: 3 clusters Score -1.216414e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -12165165.000000 Penalty: 5750.613770
	Iteration 4Q: 3 clusters Score -1.216516e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -12166267.000000 Penalty: 5750.613770
	Iteration 5Q: 3 clusters Score -1.216627e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -12167766.000000 Penalty: 5750.613770
	Iteration 6Q: 3 clusters Score -1.216777e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -12169830.000000 Penalty: 5750.613770
	Iteration 7Q: 3 clusters Score -1.216983e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -12172342.000000 Penalty: 5750.613770
	Iteration 8Q: 3 clusters Score -1.217234e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -12175181.000000 Penalty: 5750.613770
	Iteration 9F: 3 clusters Score -1.217518e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -12178212.000000 Penalty: 5750.613770
	Iteration 10F: 3 clusters Score -1.217821e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -12181068.000000 Penalty: 5750.613770
	Iteration 11F: 3 clusters Score -1.218107e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -12183511.000000 Penalty: 5750.613770
	Iteration 12Q: 3 clusters Score -1.218351e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -12185362.000000 Penalty: 5750.613770
	Iteration 13Q: 3 clusters Score -1.218536e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -12186592.000000 Penalty: 5750.613770
	Iteration 14Q: 3 clusters Score -1.218659e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -12187528.000000 Penalty: 5750.613770
	Iteration 15Q: 3 clusters Score -1.218753e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -12188116.000000 Penalty: 5750.613770
	Iteration 16Q: 3 clusters Score -1.218812e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -12188504.000000 Penalty: 5750.613770
	Iteration 17Q: 3 clusters Score -1.21885e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -12188882.000000 Penalty: 5750.613770
	Iteration 18Q: 3 clusters Score -1.218888e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -12189298.000000 Penalty: 5750.613770
	Iteration 19Q: 3 clusters Score -1.21893e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -12189660.000000 Penalty: 5750.613770
	Iteration 20F: 3 clusters Score -1.218966e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -12190179.000000 Penalty: 5750.613770
	Iteration 21Q: 3 clusters Score -1.219018e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -12190679.000000 Penalty: 5750.613770
	Iteration 22Q: 3 clusters Score -1.219068e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -12191265.000000 Penalty: 5750.613770
	Iteration 23Q: 3 clusters Score -1.219126e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -12191941.000000 Penalty: 5750.613770
	Iteration 24Q: 3 clusters Score -1.219194e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -12192648.000000 Penalty: 5750.613770
	Iteration 25Q: 3 clusters Score -1.219265e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -12193389.000000 Penalty: 5750.613770
	Iteration 26Q: 3 clusters Score -1.219339e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -12194187.000000 Penalty: 5750.613770
	Iteration 27Q: 3 clusters Score -1.219419e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -12194990.000000 Penalty: 5750.613770
	Iteration 28Q: 3 clusters Score -1.219499e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -12195869.000000 Penalty: 5750.613770
	Iteration 29Q: 3 clusters Score -1.219587e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -12196745.000000 Penalty: 5750.613770
	Iteration 30Q: 3 clusters Score -1.219674e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -12197605.000000 Penalty: 5750.613770
	Iteration 31Q: 3 clusters Score -1.21976e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -12198401.000000 Penalty: 5750.613770
	Iteration 32Q: 3 clusters Score -1.21984e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98832 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -12199109.000000 Penalty: 5750.613770
	Iteration 33Q: 3 clusters Score -1.219911e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -12199678.000000 Penalty: 5750.613770
	Iteration 34Q: 3 clusters Score -1.219968e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -12200175.000000 Penalty: 5750.613770
	Iteration 35Q: 3 clusters Score -1.220018e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101811 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -12200685.000000 Penalty: 5750.613770
	Iteration 36Q: 3 clusters Score -1.220068e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12201097.000000 Penalty: 5750.613770
	Iteration 37Q: 3 clusters Score -1.22011e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103224 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -12201469.000000 Penalty: 5750.613770
	Iteration 38Q: 3 clusters Score -1.220147e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103799 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -12201736.000000 Penalty: 5750.613770
	Iteration 39Q: 3 clusters Score -1.220174e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -12202025.000000 Penalty: 5750.613770
	Iteration 40F: 3 clusters Score -1.220202e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -12202279.000000 Penalty: 5750.613770
	Iteration 41Q: 3 clusters Score -1.220228e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105112 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -12202433.000000 Penalty: 5750.613770
	Iteration 42Q: 3 clusters Score -1.220243e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105449 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -12202591.000000 Penalty: 5750.613770
	Iteration 43Q: 3 clusters Score -1.220259e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -12202719.000000 Penalty: 5750.613770
	Iteration 44Q: 3 clusters Score -1.220272e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12202840.000000 Penalty: 5750.613770
	Iteration 45Q: 3 clusters Score -1.220284e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106158 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -12202903.000000 Penalty: 5750.613770
	Iteration 46Q: 3 clusters Score -1.22029e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106355 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -12203050.000000 Penalty: 5750.613770
	Iteration 47Q: 3 clusters Score -1.220305e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -12203168.000000 Penalty: 5750.613770
	Iteration 48Q: 3 clusters Score -1.220317e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -12203230.000000 Penalty: 5750.613770
	Iteration 49Q: 3 clusters Score -1.220323e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106792 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12203301.000000 Penalty: 5750.613770
	Iteration 50Q: 3 clusters Score -1.22033e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -12203366.000000 Penalty: 5750.613770
	Iteration 51Q: 3 clusters Score -1.220337e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -12203368.000000 Penalty: 5750.613770
	Iteration 52Q: 3 clusters Score -1.220337e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12203415.000000 Penalty: 5750.613770
	Iteration 53Q: 3 clusters Score -1.220342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -12203445.000000 Penalty: 5750.613770
	Iteration 54Q: 3 clusters Score -1.220344e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12203470.000000 Penalty: 5750.613770
	Iteration 55Q: 3 clusters Score -1.220347e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -12203487.000000 Penalty: 5750.613770
	Iteration 56Q: 3 clusters Score -1.220349e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12203473.000000 Penalty: 5750.613770
	Iteration 57Q: 3 clusters Score -1.220347e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107247 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12203515.000000 Penalty: 5750.613770
	Iteration 58Q: 3 clusters Score -1.220352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12203518.000000 Penalty: 5750.613770
	Iteration 59Q: 3 clusters Score -1.220352e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -12203534.000000 Penalty: 5750.613770
	Iteration 60F: 3 clusters Score -1.220353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12203536.000000 Penalty: 5750.613770
	Iteration 61Q: 3 clusters Score -1.220354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107344 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -12203572.000000 Penalty: 5750.613770
	Iteration 62Q: 3 clusters Score -1.220357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -12203594.000000 Penalty: 5750.613770
	Iteration 63Q: 3 clusters Score -1.220359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107382 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12203606.000000 Penalty: 5750.613770
	Iteration 64Q: 3 clusters Score -1.220361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12203602.000000 Penalty: 5750.613770
	Iteration 65Q: 3 clusters Score -1.22036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12203611.000000 Penalty: 5750.613770
	Iteration 66Q: 3 clusters Score -1.220361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12203608.000000 Penalty: 5750.613770
	Iteration 67Q: 3 clusters Score -1.220361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12203603.000000 Penalty: 5750.613770
	Iteration 68Q: 3 clusters Score -1.22036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12203608.000000 Penalty: 5750.613770
	Iteration 69Q: 3 clusters Score -1.220361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12203601.000000 Penalty: 5750.613770
	Iteration 70Q: 3 clusters Score -1.22036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12203618.000000 Penalty: 5750.613770
	Iteration 71Q: 3 clusters Score -1.220362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107433 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12203623.000000 Penalty: 5750.613770
	Iteration 72Q: 3 clusters Score -1.220362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12203620.000000 Penalty: 5750.613770
	Iteration 73Q: 3 clusters Score -1.220362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12203620.000000 Penalty: 5750.613770
	Iteration 74F: 3 clusters Score -1.220362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -540865.312500 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -540865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -536319.437500 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -536319.4 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -537437.625000 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -537437.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -537761.812500 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -537761.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -538058.875000 Penalty: 4225.914551
	Iteration 3F: 3 clusters Score -538058.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -538358.250000 Penalty: 4225.914551
	Iteration 4F: 3 clusters Score -538358.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -538632.500000 Penalty: 4225.914551
	Iteration 5F: 3 clusters Score -538632.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -538894.687500 Penalty: 4225.914551
	Iteration 6F: 3 clusters Score -538894.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -539124.500000 Penalty: 4225.914551
	Iteration 7F: 3 clusters Score -539124.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -539306.437500 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -539306.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -539445.375000 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -539445.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -539552.000000 Penalty: 4225.914551
	Iteration 10Q: 3 clusters Score -539552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -539631.937500 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -539631.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -539701.937500 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -539701.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -539754.312500 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -539754.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -539796.812500 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -539796.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -539837.937500 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -539837.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -539867.625000 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -539867.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -539887.437500 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -539887.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -539900.125000 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -539900.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -539907.187500 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -539907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -539913.812500 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -539913.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -539918.250000 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -539918.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -539924.500000 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -539924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -539930.000000 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -539930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -539936.062500 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -539936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -539939.625000 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -539939.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -539946.750000 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -539946.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -539955.250000 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -539955.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -539961.625000 Penalty: 4225.914551
	Iteration 28Q: 3 clusters Score -539961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -539972.500000 Penalty: 4225.914551
	Iteration 29Q: 3 clusters Score -539972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -539979.062500 Penalty: 4225.914551
	Iteration 30Q: 3 clusters Score -539979.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -539985.562500 Penalty: 4225.914551
	Iteration 31Q: 3 clusters Score -539985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -539992.500000 Penalty: 4225.914551
	Iteration 32Q: 3 clusters Score -539992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -539995.687500 Penalty: 4225.914551
	Iteration 33Q: 3 clusters Score -539995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -539999.312500 Penalty: 4225.914551
	Iteration 34Q: 3 clusters Score -539999.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -540002.562500 Penalty: 4225.914551
	Iteration 35Q: 3 clusters Score -540002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -540004.062500 Penalty: 4225.914551
	Iteration 36Q: 3 clusters Score -540004.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -540004.875000 Penalty: 4225.914551
	Iteration 37Q: 3 clusters Score -540004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -540005.125000 Penalty: 4225.914551
	Iteration 38Q: 3 clusters Score -540005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -540005.125000 Penalty: 4225.914551
	Iteration 39Q: 3 clusters Score -540005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -540005.125000 Penalty: 4225.914551
	Iteration 40F: 3 clusters Score -540005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -561029.062500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -561029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -556358.437500 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -556358.4 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -557502.812500 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -557502.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -557727.812500 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -557727.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -557856.312500 Penalty: 4253.803711
	Iteration 3Q: 3 clusters Score -557856.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -557951.625000 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -557951.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -558037.250000 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -558037.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -558103.687500 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -558103.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -558168.562500 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -558168.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -558237.312500 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -558237.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -558302.375000 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -558302.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -558367.937500 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -558367.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -558433.187500 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -558433.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -558499.937500 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -558499.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -558556.375000 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -558556.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -558610.500000 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -558610.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -558658.687500 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -558658.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -558702.000000 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -558702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -558745.750000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -558745.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -558781.937500 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -558781.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -558814.750000 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -558814.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -558848.312500 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -558848.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -558875.375000 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -558875.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -558900.250000 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -558900.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -558922.250000 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -558922.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -558936.000000 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -558936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -558950.250000 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -558950.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -558971.312500 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -558971.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -558996.312500 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -558996.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -559024.437500 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -559024.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -559040.687500 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -559040.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -559052.750000 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -559052.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -559069.187500 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -559069.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -559083.687500 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -559083.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -559091.062500 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -559091.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -559097.562500 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -559097.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -559104.312500 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -559104.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -559116.750000 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -559116.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -559131.500000 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -559131.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -559145.625000 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -559145.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -559155.375000 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -559155.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -559164.750000 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -559164.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -559172.187500 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -559172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -559177.375000 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -559177.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -559182.500000 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -559182.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -559187.250000 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -559187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -559193.875000 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -559193.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -559196.687500 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -559196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -559199.812500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -559199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -559201.312500 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -559201.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -559206.125000 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -559206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -559205.562500 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -559205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -559206.125000 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -559206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -559206.125000 Penalty: 4253.803711
	Iteration 52F: 3 clusters Score -559206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Entering Unmasked Estep 
Score: -875747.937500 Penalty: 2245.343262
	Iteration 0F: 2 clusters Score -875747.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -869062.625000 Penalty: 4490.686523
	Iteration 0F: 3 clusters Score -869062.6 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -871083.750000 Penalty: 4490.686523
	Iteration 1F: 3 clusters Score -871083.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -871537.125000 Penalty: 4490.686523
	Iteration 2F: 3 clusters Score -871537.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -872005.187500 Penalty: 4490.686523
	Iteration 3F: 3 clusters Score -872005.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -872489.687500 Penalty: 4490.686523
	Iteration 4F: 3 clusters Score -872489.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -872974.375000 Penalty: 4490.686523
	Iteration 5F: 3 clusters Score -872974.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -873410.312500 Penalty: 4490.686523
	Iteration 6F: 3 clusters Score -873410.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -873703.625000 Penalty: 4490.686523
	Iteration 7Q: 3 clusters Score -873703.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -873899.000000 Penalty: 4490.686523
	Iteration 8Q: 3 clusters Score -873899 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -874013.500000 Penalty: 4490.686523
	Iteration 9Q: 3 clusters Score -874013.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -874089.500000 Penalty: 4490.686523
	Iteration 10Q: 3 clusters Score -874089.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -874142.937500 Penalty: 4490.686523
	Iteration 11Q: 3 clusters Score -874142.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -874183.187500 Penalty: 4490.686523
	Iteration 12Q: 3 clusters Score -874183.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -874213.812500 Penalty: 4490.686523
	Iteration 13Q: 3 clusters Score -874213.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -874231.812500 Penalty: 4490.686523
	Iteration 14Q: 3 clusters Score -874231.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -874248.125000 Penalty: 4490.686523
	Iteration 15Q: 3 clusters Score -874248.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -874254.750000 Penalty: 4490.686523
	Iteration 16Q: 3 clusters Score -874254.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -874258.062500 Penalty: 4490.686523
	Iteration 17Q: 3 clusters Score -874258.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -874264.187500 Penalty: 4490.686523
	Iteration 18Q: 3 clusters Score -874264.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -874267.000000 Penalty: 4490.686523
	Iteration 19Q: 3 clusters Score -874267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -874269.375000 Penalty: 4490.686523
	Iteration 20F: 3 clusters Score -874269.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -874271.812500 Penalty: 4490.686523
	Iteration 21Q: 3 clusters Score -874271.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -874278.250000 Penalty: 4490.686523
	Iteration 22Q: 3 clusters Score -874278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -874280.250000 Penalty: 4490.686523
	Iteration 23Q: 3 clusters Score -874280.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -874281.000000 Penalty: 4490.686523
	Iteration 24Q: 3 clusters Score -874281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -874283.812500 Penalty: 4490.686523
	Iteration 25Q: 3 clusters Score -874283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -874284.000000 Penalty: 4490.686523
	Iteration 26Q: 3 clusters Score -874284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -874284.687500 Penalty: 4490.686523
	Iteration 27Q: 3 clusters Score -874284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -874285.062500 Penalty: 4490.686523
	Iteration 28Q: 3 clusters Score -874285.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -874285.062500 Penalty: 4490.686523
	Iteration 29F: 3 clusters Score -874285.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128325 members 
Entering Unmasked Estep 
Score: -14461745.000000 Penalty: 2917.055664
	Iteration 0F: 2 clusters Score -1.446174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -14376159.000000 Penalty: 5834.111328
	Iteration 0F: 3 clusters Score -1.437616e+07 nChanged 61035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -14411531.000000 Penalty: 5834.111328
	Iteration 1F: 3 clusters Score -1.441153e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -14412909.000000 Penalty: 5834.111328
	Iteration 2Q: 3 clusters Score -1.441291e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -14415028.000000 Penalty: 5834.111328
	Iteration 3Q: 3 clusters Score -1.441503e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -14418088.000000 Penalty: 5834.111328
	Iteration 4F: 3 clusters Score -1.441809e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -14422176.000000 Penalty: 5834.111328
	Iteration 5F: 3 clusters Score -1.442218e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -14427006.000000 Penalty: 5834.111328
	Iteration 6F: 3 clusters Score -1.442701e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 94701 members 
Entering Unmasked Estep 
Score: -14432144.000000 Penalty: 5834.111328
	Iteration 7F: 3 clusters Score -1.443214e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -14437625.000000 Penalty: 5834.111328
	Iteration 8F: 3 clusters Score -1.443762e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -14443213.000000 Penalty: 5834.111328
	Iteration 9F: 3 clusters Score -1.444321e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 115815 members 
Entering Unmasked Estep 
Score: -14448410.000000 Penalty: 5834.111328
	Iteration 10F: 3 clusters Score -1.444841e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 121035 members 
Entering Unmasked Estep 
Score: -14453015.000000 Penalty: 5834.111328
	Iteration 11Q: 3 clusters Score -1.445302e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -14456400.000000 Penalty: 5834.111328
	Iteration 12Q: 3 clusters Score -1.44564e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 126507 members 
Entering Unmasked Estep 
Score: -14457952.000000 Penalty: 5834.111328
	Iteration 13Q: 3 clusters Score -1.445795e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 127327 members 
Entering Unmasked Estep 
Score: -14458650.000000 Penalty: 5834.111328
	Iteration 14Q: 3 clusters Score -1.445865e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 127665 members 
Entering Unmasked Estep 
Score: -14458941.000000 Penalty: 5834.111328
	Iteration 15Q: 3 clusters Score -1.445894e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 127800 members 
Entering Unmasked Estep 
Score: -14459072.000000 Penalty: 5834.111328
	Iteration 16Q: 3 clusters Score -1.445907e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -14459156.000000 Penalty: 5834.111328
	Iteration 17Q: 3 clusters Score -1.445916e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 127911 members 
Entering Unmasked Estep 
Score: -14459190.000000 Penalty: 5834.111328
	Iteration 18Q: 3 clusters Score -1.445919e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 127937 members 
Entering Unmasked Estep 
Score: -14459216.000000 Penalty: 5834.111328
	Iteration 19Q: 3 clusters Score -1.445922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 127952 members 
Entering Unmasked Estep 
Score: -14459241.000000 Penalty: 5834.111328
	Iteration 20F: 3 clusters Score -1.445924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 127959 members 
Entering Unmasked Estep 
Score: -14459241.000000 Penalty: 5834.111328
	Iteration 21Q: 3 clusters Score -1.445924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 127961 members 
Entering Unmasked Estep 
Score: -14459242.000000 Penalty: 5834.111328
	Iteration 22Q: 3 clusters Score -1.445924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 127963 members 
Entering Unmasked Estep 
Score: -14459249.000000 Penalty: 5834.111328
	Iteration 23Q: 3 clusters Score -1.445925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 127964 members 
Entering Unmasked Estep 
Score: -14459248.000000 Penalty: 5834.111328
	Iteration 24Q: 3 clusters Score -1.445925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 127964 members 
Entering Unmasked Estep 
Score: -14459248.000000 Penalty: 5834.111328
	Iteration 25F: 3 clusters Score -1.445925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Entering Unmasked Estep 
Score: -1073307.375000 Penalty: 2282.721680
	Iteration 0F: 2 clusters Score -1073307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1065686.500000 Penalty: 4565.443359
	Iteration 0F: 3 clusters Score -1065686 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1068001.500000 Penalty: 4565.443359
	Iteration 1F: 3 clusters Score -1068002 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1068380.250000 Penalty: 4565.443359
	Iteration 2F: 3 clusters Score -1068380 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1068686.250000 Penalty: 4565.443359
	Iteration 3F: 3 clusters Score -1068686 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1068965.875000 Penalty: 4565.443359
	Iteration 4Q: 3 clusters Score -1068966 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1069264.625000 Penalty: 4565.443359
	Iteration 5Q: 3 clusters Score -1069265 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1069618.375000 Penalty: 4565.443359
	Iteration 6Q: 3 clusters Score -1069618 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1069994.250000 Penalty: 4565.443359
	Iteration 7Q: 3 clusters Score -1069994 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1070313.250000 Penalty: 4565.443359
	Iteration 8Q: 3 clusters Score -1070313 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1070600.500000 Penalty: 4565.443359
	Iteration 9Q: 3 clusters Score -1070600 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1070877.625000 Penalty: 4565.443359
	Iteration 10Q: 3 clusters Score -1070878 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1071095.500000 Penalty: 4565.443359
	Iteration 11Q: 3 clusters Score -1071096 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1071239.375000 Penalty: 4565.443359
	Iteration 12Q: 3 clusters Score -1071239 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1071334.625000 Penalty: 4565.443359
	Iteration 13Q: 3 clusters Score -1071335 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1071398.875000 Penalty: 4565.443359
	Iteration 14Q: 3 clusters Score -1071399 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1071453.000000 Penalty: 4565.443359
	Iteration 15Q: 3 clusters Score -1071453 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1071485.375000 Penalty: 4565.443359
	Iteration 16Q: 3 clusters Score -1071485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1071512.875000 Penalty: 4565.443359
	Iteration 17Q: 3 clusters Score -1071513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1071538.375000 Penalty: 4565.443359
	Iteration 18Q: 3 clusters Score -1071538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1071561.500000 Penalty: 4565.443359
	Iteration 19Q: 3 clusters Score -1071562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1071591.000000 Penalty: 4565.443359
	Iteration 20F: 3 clusters Score -1071591 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1071618.000000 Penalty: 4565.443359
	Iteration 21Q: 3 clusters Score -1071618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1071651.000000 Penalty: 4565.443359
	Iteration 22Q: 3 clusters Score -1071651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1071700.250000 Penalty: 4565.443359
	Iteration 23Q: 3 clusters Score -1071700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1071759.875000 Penalty: 4565.443359
	Iteration 24Q: 3 clusters Score -1071760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1071848.250000 Penalty: 4565.443359
	Iteration 25Q: 3 clusters Score -1071848 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1071983.875000 Penalty: 4565.443359
	Iteration 26Q: 3 clusters Score -1071984 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1072196.500000 Penalty: 4565.443359
	Iteration 27Q: 3 clusters Score -1072196 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1072565.625000 Penalty: 4565.443359
	Iteration 28Q: 3 clusters Score -1072566 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1072865.250000 Penalty: 4565.443359
	Iteration 29Q: 3 clusters Score -1072865 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1072980.875000 Penalty: 4565.443359
	Iteration 30Q: 3 clusters Score -1072981 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1073027.250000 Penalty: 4565.443359
	Iteration 31Q: 3 clusters Score -1073027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1073047.375000 Penalty: 4565.443359
	Iteration 32Q: 3 clusters Score -1073047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1073062.000000 Penalty: 4565.443359
	Iteration 33Q: 3 clusters Score -1073062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1073072.500000 Penalty: 4565.443359
	Iteration 34Q: 3 clusters Score -1073072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1073075.125000 Penalty: 4565.443359
	Iteration 35Q: 3 clusters Score -1073075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1073078.750000 Penalty: 4565.443359
	Iteration 36Q: 3 clusters Score -1073079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1073078.500000 Penalty: 4565.443359
	Iteration 37Q: 3 clusters Score -1073078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1073084.375000 Penalty: 4565.443359
	Iteration 38Q: 3 clusters Score -1073084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1073085.375000 Penalty: 4565.443359
	Iteration 39Q: 3 clusters Score -1073085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1073085.875000 Penalty: 4565.443359
	Iteration 40F: 3 clusters Score -1073086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1073088.125000 Penalty: 4565.443359
	Iteration 41Q: 3 clusters Score -1073088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1073087.250000 Penalty: 4565.443359
	Iteration 42Q: 3 clusters Score -1073087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1073087.250000 Penalty: 4565.443359
	Iteration 43F: 3 clusters Score -1073087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47979.800781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -47979.8 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 250 members 
Entering Unmasked Estep 
Score: -46482.179688 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -46482.18 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46665.789062 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46665.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46718.015625 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -46718.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46752.468750 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -46752.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46790.097656 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -46790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46795.835938 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -46795.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46804.562500 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -46804.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46815.207031 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -46815.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46818.285156 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -46818.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46818.285156 Penalty: 3075.452393
	Iteration 9F: 3 clusters Score -46818.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Entering Unmasked Estep 
Score: -1519124.500000 Penalty: 2360.748779
	Iteration 0F: 2 clusters Score -1519124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1509189.125000 Penalty: 4721.497559
	Iteration 0F: 3 clusters Score -1509189 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1512303.125000 Penalty: 4721.497559
	Iteration 1F: 3 clusters Score -1512303 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1512783.125000 Penalty: 4721.497559
	Iteration 2F: 3 clusters Score -1512783 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1513220.250000 Penalty: 4721.497559
	Iteration 3F: 3 clusters Score -1513220 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1513645.125000 Penalty: 4721.497559
	Iteration 4F: 3 clusters Score -1513645 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1514170.625000 Penalty: 4721.497559
	Iteration 5F: 3 clusters Score -1514171 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1514794.500000 Penalty: 4721.497559
	Iteration 6F: 3 clusters Score -1514794 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1515493.875000 Penalty: 4721.497559
	Iteration 7F: 3 clusters Score -1515494 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1516141.500000 Penalty: 4721.497559
	Iteration 8F: 3 clusters Score -1516142 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1516655.500000 Penalty: 4721.497559
	Iteration 9Q: 3 clusters Score -1516656 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1517062.500000 Penalty: 4721.497559
	Iteration 10Q: 3 clusters Score -1517062 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1517358.250000 Penalty: 4721.497559
	Iteration 11Q: 3 clusters Score -1517358 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1517561.125000 Penalty: 4721.497559
	Iteration 12Q: 3 clusters Score -1517561 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1517679.750000 Penalty: 4721.497559
	Iteration 13Q: 3 clusters Score -1517680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1517751.000000 Penalty: 4721.497559
	Iteration 14Q: 3 clusters Score -1517751 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1517791.500000 Penalty: 4721.497559
	Iteration 15Q: 3 clusters Score -1517792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1517820.125000 Penalty: 4721.497559
	Iteration 16Q: 3 clusters Score -1517820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1517839.250000 Penalty: 4721.497559
	Iteration 17Q: 3 clusters Score -1517839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1517844.375000 Penalty: 4721.497559
	Iteration 18Q: 3 clusters Score -1517844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1517857.750000 Penalty: 4721.497559
	Iteration 19Q: 3 clusters Score -1517858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1517867.500000 Penalty: 4721.497559
	Iteration 20F: 3 clusters Score -1517868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1517875.000000 Penalty: 4721.497559
	Iteration 21Q: 3 clusters Score -1517875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1517879.500000 Penalty: 4721.497559
	Iteration 22Q: 3 clusters Score -1517880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1517885.250000 Penalty: 4721.497559
	Iteration 23Q: 3 clusters Score -1517885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1517888.625000 Penalty: 4721.497559
	Iteration 24Q: 3 clusters Score -1517889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1517888.250000 Penalty: 4721.497559
	Iteration 25Q: 3 clusters Score -1517888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1517894.750000 Penalty: 4721.497559
	Iteration 26Q: 3 clusters Score -1517895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1517898.250000 Penalty: 4721.497559
	Iteration 27Q: 3 clusters Score -1517898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1517899.500000 Penalty: 4721.497559
	Iteration 28Q: 3 clusters Score -1517900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1517897.875000 Penalty: 4721.497559
	Iteration 29Q: 3 clusters Score -1517898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1517904.625000 Penalty: 4721.497559
	Iteration 30Q: 3 clusters Score -1517905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1517904.500000 Penalty: 4721.497559
	Iteration 31Q: 3 clusters Score -1517904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1517903.625000 Penalty: 4721.497559
	Iteration 32Q: 3 clusters Score -1517904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1517909.000000 Penalty: 4721.497559
	Iteration 33Q: 3 clusters Score -1517909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1517909.000000 Penalty: 4721.497559
	Iteration 34F: 3 clusters Score -1517909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Entering Unmasked Estep 
Score: -675129.875000 Penalty: 2156.070312
	Iteration 0F: 2 clusters Score -675129.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -670013.687500 Penalty: 4312.140625
	Iteration 0F: 3 clusters Score -670013.7 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -671296.250000 Penalty: 4312.140625
	Iteration 1F: 3 clusters Score -671296.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -671557.937500 Penalty: 4312.140625
	Iteration 2F: 3 clusters Score -671557.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -671709.875000 Penalty: 4312.140625
	Iteration 3Q: 3 clusters Score -671709.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -671811.312500 Penalty: 4312.140625
	Iteration 4Q: 3 clusters Score -671811.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -671907.250000 Penalty: 4312.140625
	Iteration 5Q: 3 clusters Score -671907.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -671988.875000 Penalty: 4312.140625
	Iteration 6Q: 3 clusters Score -671988.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -672083.812500 Penalty: 4312.140625
	Iteration 7Q: 3 clusters Score -672083.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -672169.062500 Penalty: 4312.140625
	Iteration 8Q: 3 clusters Score -672169.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -672249.687500 Penalty: 4312.140625
	Iteration 9Q: 3 clusters Score -672249.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -672343.875000 Penalty: 4312.140625
	Iteration 10Q: 3 clusters Score -672343.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -672453.625000 Penalty: 4312.140625
	Iteration 11Q: 3 clusters Score -672453.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -672543.937500 Penalty: 4312.140625
	Iteration 12Q: 3 clusters Score -672543.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -672641.562500 Penalty: 4312.140625
	Iteration 13Q: 3 clusters Score -672641.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -672728.750000 Penalty: 4312.140625
	Iteration 14Q: 3 clusters Score -672728.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -672800.062500 Penalty: 4312.140625
	Iteration 15Q: 3 clusters Score -672800.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -672864.875000 Penalty: 4312.140625
	Iteration 16Q: 3 clusters Score -672864.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -672918.125000 Penalty: 4312.140625
	Iteration 17Q: 3 clusters Score -672918.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -672961.500000 Penalty: 4312.140625
	Iteration 18Q: 3 clusters Score -672961.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -673004.375000 Penalty: 4312.140625
	Iteration 19Q: 3 clusters Score -673004.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -673039.812500 Penalty: 4312.140625
	Iteration 20F: 3 clusters Score -673039.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -673076.312500 Penalty: 4312.140625
	Iteration 21Q: 3 clusters Score -673076.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -673114.187500 Penalty: 4312.140625
	Iteration 22Q: 3 clusters Score -673114.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -673136.687500 Penalty: 4312.140625
	Iteration 23Q: 3 clusters Score -673136.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -673158.812500 Penalty: 4312.140625
	Iteration 24Q: 3 clusters Score -673158.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -673177.125000 Penalty: 4312.140625
	Iteration 25Q: 3 clusters Score -673177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -673190.937500 Penalty: 4312.140625
	Iteration 26Q: 3 clusters Score -673190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -673202.562500 Penalty: 4312.140625
	Iteration 27Q: 3 clusters Score -673202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -673212.312500 Penalty: 4312.140625
	Iteration 28Q: 3 clusters Score -673212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -673220.062500 Penalty: 4312.140625
	Iteration 29Q: 3 clusters Score -673220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -673229.875000 Penalty: 4312.140625
	Iteration 30Q: 3 clusters Score -673229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -673235.437500 Penalty: 4312.140625
	Iteration 31Q: 3 clusters Score -673235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -673238.750000 Penalty: 4312.140625
	Iteration 32Q: 3 clusters Score -673238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -673242.250000 Penalty: 4312.140625
	Iteration 33Q: 3 clusters Score -673242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -673247.187500 Penalty: 4312.140625
	Iteration 34Q: 3 clusters Score -673247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -673255.437500 Penalty: 4312.140625
	Iteration 35Q: 3 clusters Score -673255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -673258.000000 Penalty: 4312.140625
	Iteration 36Q: 3 clusters Score -673258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -673258.937500 Penalty: 4312.140625
	Iteration 37Q: 3 clusters Score -673258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -673261.562500 Penalty: 4312.140625
	Iteration 38Q: 3 clusters Score -673261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -673262.625000 Penalty: 4312.140625
	Iteration 39Q: 3 clusters Score -673262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -673262.625000 Penalty: 4312.140625
	Iteration 40F: 3 clusters Score -673262.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Entering Unmasked Estep 
Score: -1455745.125000 Penalty: 2356.004883
	Iteration 0F: 2 clusters Score -1455745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1445954.250000 Penalty: 4712.009766
	Iteration 0F: 3 clusters Score -1445954 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1449313.750000 Penalty: 4712.009766
	Iteration 1F: 3 clusters Score -1449314 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1450228.750000 Penalty: 4712.009766
	Iteration 2F: 3 clusters Score -1450229 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1451310.375000 Penalty: 4712.009766
	Iteration 3F: 3 clusters Score -1451310 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1452412.375000 Penalty: 4712.009766
	Iteration 4F: 3 clusters Score -1452412 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1453326.250000 Penalty: 4712.009766
	Iteration 5F: 3 clusters Score -1453326 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1454034.250000 Penalty: 4712.009766
	Iteration 6F: 3 clusters Score -1454034 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1454520.375000 Penalty: 4712.009766
	Iteration 7Q: 3 clusters Score -1454520 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1454771.250000 Penalty: 4712.009766
	Iteration 8Q: 3 clusters Score -1454771 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1454897.500000 Penalty: 4712.009766
	Iteration 9Q: 3 clusters Score -1454898 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1454962.625000 Penalty: 4712.009766
	Iteration 10Q: 3 clusters Score -1454963 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1455000.750000 Penalty: 4712.009766
	Iteration 11Q: 3 clusters Score -1455001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1455018.250000 Penalty: 4712.009766
	Iteration 12Q: 3 clusters Score -1455018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1455025.750000 Penalty: 4712.009766
	Iteration 13Q: 3 clusters Score -1455026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1455029.000000 Penalty: 4712.009766
	Iteration 14Q: 3 clusters Score -1455029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1455034.625000 Penalty: 4712.009766
	Iteration 15Q: 3 clusters Score -1455035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1455039.125000 Penalty: 4712.009766
	Iteration 16Q: 3 clusters Score -1455039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1455038.250000 Penalty: 4712.009766
	Iteration 17Q: 3 clusters Score -1455038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1455036.750000 Penalty: 4712.009766
	Iteration 18Q: 3 clusters Score -1455037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1455039.375000 Penalty: 4712.009766
	Iteration 19Q: 3 clusters Score -1455039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1455042.875000 Penalty: 4712.009766
	Iteration 20F: 3 clusters Score -1455043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1455042.625000 Penalty: 4712.009766
	Iteration 21Q: 3 clusters Score -1455043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1455047.625000 Penalty: 4712.009766
	Iteration 22Q: 3 clusters Score -1455048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1455047.375000 Penalty: 4712.009766
	Iteration 23Q: 3 clusters Score -1455047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1455044.625000 Penalty: 4712.009766
	Iteration 24Q: 3 clusters Score -1455045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1455044.000000 Penalty: 4712.009766
	Iteration 25Q: 3 clusters Score -1455044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1455042.875000 Penalty: 4712.009766
	Iteration 26Q: 3 clusters Score -1455043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1455043.750000 Penalty: 4712.009766
	Iteration 27Q: 3 clusters Score -1455044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1455041.250000 Penalty: 4712.009766
	Iteration 28Q: 3 clusters Score -1455041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1455040.000000 Penalty: 4712.009766
	Iteration 29Q: 3 clusters Score -1455040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1455040.000000 Penalty: 4712.009766
	Iteration 30Q: 3 clusters Score -1455040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1455040.000000 Penalty: 4712.009766
	Iteration 31F: 3 clusters Score -1455040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -288194.156250 Penalty: 2000.341553
	Iteration 0F: 2 clusters Score -288194.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -284818.093750 Penalty: 4000.683105
	Iteration 0F: 3 clusters Score -284818.1 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -285613.000000 Penalty: 4000.683105
	Iteration 1F: 3 clusters Score -285613 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -285866.562500 Penalty: 4000.683105
	Iteration 2F: 3 clusters Score -285866.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -286068.375000 Penalty: 4000.683105
	Iteration 3F: 3 clusters Score -286068.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -286204.906250 Penalty: 4000.683105
	Iteration 4F: 3 clusters Score -286204.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -286326.343750 Penalty: 4000.683105
	Iteration 5Q: 3 clusters Score -286326.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -286425.250000 Penalty: 4000.683105
	Iteration 6Q: 3 clusters Score -286425.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -286514.531250 Penalty: 4000.683105
	Iteration 7Q: 3 clusters Score -286514.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -286608.031250 Penalty: 4000.683105
	Iteration 8Q: 3 clusters Score -286608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -286675.250000 Penalty: 4000.683105
	Iteration 9Q: 3 clusters Score -286675.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -286724.343750 Penalty: 4000.683105
	Iteration 10Q: 3 clusters Score -286724.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -286756.156250 Penalty: 4000.683105
	Iteration 11Q: 3 clusters Score -286756.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -286778.437500 Penalty: 4000.683105
	Iteration 12Q: 3 clusters Score -286778.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -286800.593750 Penalty: 4000.683105
	Iteration 13Q: 3 clusters Score -286800.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -286825.718750 Penalty: 4000.683105
	Iteration 14Q: 3 clusters Score -286825.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -286857.031250 Penalty: 4000.683105
	Iteration 15Q: 3 clusters Score -286857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -286876.875000 Penalty: 4000.683105
	Iteration 16Q: 3 clusters Score -286876.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -286891.093750 Penalty: 4000.683105
	Iteration 17Q: 3 clusters Score -286891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -286896.968750 Penalty: 4000.683105
	Iteration 18Q: 3 clusters Score -286897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -286900.593750 Penalty: 4000.683105
	Iteration 19Q: 3 clusters Score -286900.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -286906.875000 Penalty: 4000.683105
	Iteration 20F: 3 clusters Score -286906.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -286910.093750 Penalty: 4000.683105
	Iteration 21Q: 3 clusters Score -286910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -286912.437500 Penalty: 4000.683105
	Iteration 22Q: 3 clusters Score -286912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -286914.593750 Penalty: 4000.683105
	Iteration 23Q: 3 clusters Score -286914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -286917.125000 Penalty: 4000.683105
	Iteration 24Q: 3 clusters Score -286917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -286920.218750 Penalty: 4000.683105
	Iteration 25Q: 3 clusters Score -286920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -286921.562500 Penalty: 4000.683105
	Iteration 26Q: 3 clusters Score -286921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -286923.281250 Penalty: 4000.683105
	Iteration 27Q: 3 clusters Score -286923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -286926.187500 Penalty: 4000.683105
	Iteration 28Q: 3 clusters Score -286926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -286928.000000 Penalty: 4000.683105
	Iteration 29Q: 3 clusters Score -286928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -286928.281250 Penalty: 4000.683105
	Iteration 30Q: 3 clusters Score -286928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -286929.093750 Penalty: 4000.683105
	Iteration 31Q: 3 clusters Score -286929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -286930.343750 Penalty: 4000.683105
	Iteration 32Q: 3 clusters Score -286930.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -286930.343750 Penalty: 4000.683105
	Iteration 33F: 3 clusters Score -286930.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Entering Unmasked Estep 
Score: -1734341.125000 Penalty: 2404.280273
	Iteration 0F: 2 clusters Score -1734341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1722629.125000 Penalty: 4808.560547
	Iteration 0F: 3 clusters Score -1722629 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1726361.375000 Penalty: 4808.560547
	Iteration 1F: 3 clusters Score -1726361 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1726680.875000 Penalty: 4808.560547
	Iteration 2F: 3 clusters Score -1726681 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1726919.750000 Penalty: 4808.560547
	Iteration 3Q: 3 clusters Score -1726920 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1727116.625000 Penalty: 4808.560547
	Iteration 4Q: 3 clusters Score -1727117 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1727299.625000 Penalty: 4808.560547
	Iteration 5Q: 3 clusters Score -1727300 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1727484.250000 Penalty: 4808.560547
	Iteration 6Q: 3 clusters Score -1727484 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1727670.875000 Penalty: 4808.560547
	Iteration 7Q: 3 clusters Score -1727671 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1727875.125000 Penalty: 4808.560547
	Iteration 8Q: 3 clusters Score -1727875 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1728103.625000 Penalty: 4808.560547
	Iteration 9Q: 3 clusters Score -1728104 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1728368.250000 Penalty: 4808.560547
	Iteration 10Q: 3 clusters Score -1728368 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1728688.625000 Penalty: 4808.560547
	Iteration 11Q: 3 clusters Score -1728689 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1729041.750000 Penalty: 4808.560547
	Iteration 12Q: 3 clusters Score -1729042 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1729398.750000 Penalty: 4808.560547
	Iteration 13Q: 3 clusters Score -1729399 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1729781.000000 Penalty: 4808.560547
	Iteration 14Q: 3 clusters Score -1729781 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1730156.875000 Penalty: 4808.560547
	Iteration 15Q: 3 clusters Score -1730157 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1730475.625000 Penalty: 4808.560547
	Iteration 16Q: 3 clusters Score -1730476 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1730779.500000 Penalty: 4808.560547
	Iteration 17Q: 3 clusters Score -1730780 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1731092.875000 Penalty: 4808.560547
	Iteration 18Q: 3 clusters Score -1731093 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1731378.625000 Penalty: 4808.560547
	Iteration 19Q: 3 clusters Score -1731379 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1731621.125000 Penalty: 4808.560547
	Iteration 20F: 3 clusters Score -1731621 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1731841.000000 Penalty: 4808.560547
	Iteration 21Q: 3 clusters Score -1731841 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1732028.375000 Penalty: 4808.560547
	Iteration 22Q: 3 clusters Score -1732028 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1732182.000000 Penalty: 4808.560547
	Iteration 23Q: 3 clusters Score -1732182 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1732314.875000 Penalty: 4808.560547
	Iteration 24Q: 3 clusters Score -1732315 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1732409.125000 Penalty: 4808.560547
	Iteration 25Q: 3 clusters Score -1732409 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1732510.750000 Penalty: 4808.560547
	Iteration 26Q: 3 clusters Score -1732511 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1732595.250000 Penalty: 4808.560547
	Iteration 27Q: 3 clusters Score -1732595 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1732681.875000 Penalty: 4808.560547
	Iteration 28Q: 3 clusters Score -1732682 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1732793.375000 Penalty: 4808.560547
	Iteration 29Q: 3 clusters Score -1732793 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1732926.875000 Penalty: 4808.560547
	Iteration 30Q: 3 clusters Score -1732927 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1733042.375000 Penalty: 4808.560547
	Iteration 31Q: 3 clusters Score -1733042 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1733176.125000 Penalty: 4808.560547
	Iteration 32Q: 3 clusters Score -1733176 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1733303.250000 Penalty: 4808.560547
	Iteration 33Q: 3 clusters Score -1733303 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1733429.000000 Penalty: 4808.560547
	Iteration 34Q: 3 clusters Score -1733429 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1733538.375000 Penalty: 4808.560547
	Iteration 35Q: 3 clusters Score -1733538 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1733619.375000 Penalty: 4808.560547
	Iteration 36Q: 3 clusters Score -1733619 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1733693.750000 Penalty: 4808.560547
	Iteration 37Q: 3 clusters Score -1733694 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1733735.750000 Penalty: 4808.560547
	Iteration 38Q: 3 clusters Score -1733736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1733765.250000 Penalty: 4808.560547
	Iteration 39Q: 3 clusters Score -1733765 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1733849.750000 Penalty: 4808.560547
	Iteration 40F: 3 clusters Score -1733850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1733896.000000 Penalty: 4808.560547
	Iteration 41Q: 3 clusters Score -1733896 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1733930.875000 Penalty: 4808.560547
	Iteration 42Q: 3 clusters Score -1733931 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1733978.000000 Penalty: 4808.560547
	Iteration 43Q: 3 clusters Score -1733978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1734021.375000 Penalty: 4808.560547
	Iteration 44Q: 3 clusters Score -1734021 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1734057.875000 Penalty: 4808.560547
	Iteration 45Q: 3 clusters Score -1734058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1734093.500000 Penalty: 4808.560547
	Iteration 46Q: 3 clusters Score -1734094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1734124.000000 Penalty: 4808.560547
	Iteration 47Q: 3 clusters Score -1734124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1734146.250000 Penalty: 4808.560547
	Iteration 48Q: 3 clusters Score -1734146 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1734174.125000 Penalty: 4808.560547
	Iteration 49Q: 3 clusters Score -1734174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1734199.375000 Penalty: 4808.560547
	Iteration 50Q: 3 clusters Score -1734199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1734220.250000 Penalty: 4808.560547
	Iteration 51Q: 3 clusters Score -1734220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1734242.625000 Penalty: 4808.560547
	Iteration 52Q: 3 clusters Score -1734243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1734256.500000 Penalty: 4808.560547
	Iteration 53Q: 3 clusters Score -1734256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1734267.125000 Penalty: 4808.560547
	Iteration 54Q: 3 clusters Score -1734267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1734283.750000 Penalty: 4808.560547
	Iteration 55Q: 3 clusters Score -1734284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1734292.875000 Penalty: 4808.560547
	Iteration 56Q: 3 clusters Score -1734293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1734302.625000 Penalty: 4808.560547
	Iteration 57Q: 3 clusters Score -1734303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1734300.250000 Penalty: 4808.560547
	Iteration 58Q: 3 clusters Score -1734300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1734315.500000 Penalty: 4808.560547
	Iteration 59Q: 3 clusters Score -1734316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1734322.750000 Penalty: 4808.560547
	Iteration 60F: 3 clusters Score -1734323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1734331.750000 Penalty: 4808.560547
	Iteration 61Q: 3 clusters Score -1734332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1734345.125000 Penalty: 4808.560547
	Iteration 62Q: 3 clusters Score -1734345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1734347.000000 Penalty: 4808.560547
	Iteration 63Q: 3 clusters Score -1734347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1734355.750000 Penalty: 4808.560547
	Iteration 64Q: 3 clusters Score -1734356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1734364.750000 Penalty: 4808.560547
	Iteration 65Q: 3 clusters Score -1734365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1734374.875000 Penalty: 4808.560547
	Iteration 66Q: 3 clusters Score -1734375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1734377.875000 Penalty: 4808.560547
	Iteration 67Q: 3 clusters Score -1734378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1734389.750000 Penalty: 4808.560547
	Iteration 68Q: 3 clusters Score -1734390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1734395.750000 Penalty: 4808.560547
	Iteration 69Q: 3 clusters Score -1734396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1734403.750000 Penalty: 4808.560547
	Iteration 70Q: 3 clusters Score -1734404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1734411.250000 Penalty: 4808.560547
	Iteration 71Q: 3 clusters Score -1734411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1734420.625000 Penalty: 4808.560547
	Iteration 72Q: 3 clusters Score -1734421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1734423.625000 Penalty: 4808.560547
	Iteration 73Q: 3 clusters Score -1734424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1734427.000000 Penalty: 4808.560547
	Iteration 74Q: 3 clusters Score -1734427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1734432.375000 Penalty: 4808.560547
	Iteration 75Q: 3 clusters Score -1734432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1734434.375000 Penalty: 4808.560547
	Iteration 76Q: 3 clusters Score -1734434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1734446.500000 Penalty: 4808.560547
	Iteration 77Q: 3 clusters Score -1734446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1734452.375000 Penalty: 4808.560547
	Iteration 78Q: 3 clusters Score -1734452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1734459.875000 Penalty: 4808.560547
	Iteration 79Q: 3 clusters Score -1734460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1734465.125000 Penalty: 4808.560547
	Iteration 80F: 3 clusters Score -1734465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1734467.000000 Penalty: 4808.560547
	Iteration 81Q: 3 clusters Score -1734467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1734473.625000 Penalty: 4808.560547
	Iteration 82Q: 3 clusters Score -1734474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1734475.750000 Penalty: 4808.560547
	Iteration 83Q: 3 clusters Score -1734476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1734483.875000 Penalty: 4808.560547
	Iteration 84Q: 3 clusters Score -1734484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1734481.500000 Penalty: 4808.560547
	Iteration 85Q: 3 clusters Score -1734482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1734483.625000 Penalty: 4808.560547
	Iteration 86Q: 3 clusters Score -1734484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1734490.375000 Penalty: 4808.560547
	Iteration 87Q: 3 clusters Score -1734490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1734490.125000 Penalty: 4808.560547
	Iteration 88Q: 3 clusters Score -1734490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1734496.000000 Penalty: 4808.560547
	Iteration 89Q: 3 clusters Score -1734496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1734503.375000 Penalty: 4808.560547
	Iteration 90Q: 3 clusters Score -1734503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1734507.250000 Penalty: 4808.560547
	Iteration 91Q: 3 clusters Score -1734507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1734508.125000 Penalty: 4808.560547
	Iteration 92Q: 3 clusters Score -1734508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1734509.875000 Penalty: 4808.560547
	Iteration 93Q: 3 clusters Score -1734510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1734510.250000 Penalty: 4808.560547
	Iteration 94Q: 3 clusters Score -1734510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1734515.250000 Penalty: 4808.560547
	Iteration 95Q: 3 clusters Score -1734515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1734513.500000 Penalty: 4808.560547
	Iteration 96Q: 3 clusters Score -1734514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1734513.875000 Penalty: 4808.560547
	Iteration 97Q: 3 clusters Score -1734514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1734522.250000 Penalty: 4808.560547
	Iteration 98Q: 3 clusters Score -1734522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1734522.750000 Penalty: 4808.560547
	Iteration 99Q: 3 clusters Score -1734523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1734521.875000 Penalty: 4808.560547
	Iteration 100F: 3 clusters Score -1734522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1734519.125000 Penalty: 4808.560547
	Iteration 101Q: 3 clusters Score -1734519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1734521.000000 Penalty: 4808.560547
	Iteration 102Q: 3 clusters Score -1734521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1734518.875000 Penalty: 4808.560547
	Iteration 103Q: 3 clusters Score -1734519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1734519.250000 Penalty: 4808.560547
	Iteration 104Q: 3 clusters Score -1734519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1734520.875000 Penalty: 4808.560547
	Iteration 105Q: 3 clusters Score -1734521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1734524.375000 Penalty: 4808.560547
	Iteration 106Q: 3 clusters Score -1734524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1734520.625000 Penalty: 4808.560547
	Iteration 107Q: 3 clusters Score -1734521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1734521.625000 Penalty: 4808.560547
	Iteration 108Q: 3 clusters Score -1734522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1734526.625000 Penalty: 4808.560547
	Iteration 109Q: 3 clusters Score -1734527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1734527.250000 Penalty: 4808.560547
	Iteration 110Q: 3 clusters Score -1734527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1734530.625000 Penalty: 4808.560547
	Iteration 111Q: 3 clusters Score -1734531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1734531.500000 Penalty: 4808.560547
	Iteration 112Q: 3 clusters Score -1734532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1734530.375000 Penalty: 4808.560547
	Iteration 113Q: 3 clusters Score -1734530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1734533.750000 Penalty: 4808.560547
	Iteration 114Q: 3 clusters Score -1734534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1734535.750000 Penalty: 4808.560547
	Iteration 115Q: 3 clusters Score -1734536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1734534.500000 Penalty: 4808.560547
	Iteration 116Q: 3 clusters Score -1734534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1734535.000000 Penalty: 4808.560547
	Iteration 117Q: 3 clusters Score -1734535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1734536.500000 Penalty: 4808.560547
	Iteration 118Q: 3 clusters Score -1734536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1734536.500000 Penalty: 4808.560547
	Iteration 119Q: 3 clusters Score -1734536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1734536.125000 Penalty: 4808.560547
	Iteration 120F: 3 clusters Score -1734536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1734534.375000 Penalty: 4808.560547
	Iteration 121Q: 3 clusters Score -1734534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1734534.375000 Penalty: 4808.560547
	Iteration 122Q: 3 clusters Score -1734534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1734534.375000 Penalty: 4808.560547
	Iteration 123F: 3 clusters Score -1734534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 52698 members 
Mstep: Class 4 contains 213953 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37169 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108443 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 128325 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13618 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 8486 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24845 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10818 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5872 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38370 members 
Mstep: Class 47 contains 40218 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8053 members 
Mstep: Class 54 contains 10238 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 14992 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8233 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3871 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25235 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 7745 members 
Entering Unmasked Estep 
Score: -139308768.000000 Penalty: 247769.875000
Splitting cluster 24 changes total score from -139309248.000000 to -139308768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Entering Unmasked Estep 
Score: -880968.187500 Penalty: 2234.948486
	Iteration 0F: 2 clusters Score -880968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -874406.937500 Penalty: 4469.896973
	Iteration 0F: 3 clusters Score -874406.9 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -876171.937500 Penalty: 4469.896973
	Iteration 1F: 3 clusters Score -876171.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -876482.062500 Penalty: 4469.896973
	Iteration 2F: 3 clusters Score -876482.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -876737.375000 Penalty: 4469.896973
	Iteration 3F: 3 clusters Score -876737.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -876936.437500 Penalty: 4469.896973
	Iteration 4Q: 3 clusters Score -876936.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -877105.312500 Penalty: 4469.896973
	Iteration 5Q: 3 clusters Score -877105.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -877260.312500 Penalty: 4469.896973
	Iteration 6Q: 3 clusters Score -877260.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -877402.937500 Penalty: 4469.896973
	Iteration 7Q: 3 clusters Score -877402.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -877557.937500 Penalty: 4469.896973
	Iteration 8Q: 3 clusters Score -877557.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -877733.625000 Penalty: 4469.896973
	Iteration 9Q: 3 clusters Score -877733.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -877920.875000 Penalty: 4469.896973
	Iteration 10Q: 3 clusters Score -877920.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -878144.125000 Penalty: 4469.896973
	Iteration 11Q: 3 clusters Score -878144.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -878370.125000 Penalty: 4469.896973
	Iteration 12Q: 3 clusters Score -878370.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -878628.312500 Penalty: 4469.896973
	Iteration 13Q: 3 clusters Score -878628.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -878940.812500 Penalty: 4469.896973
	Iteration 14Q: 3 clusters Score -878940.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -879287.000000 Penalty: 4469.896973
	Iteration 15Q: 3 clusters Score -879287 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -879636.375000 Penalty: 4469.896973
	Iteration 16Q: 3 clusters Score -879636.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -879896.062500 Penalty: 4469.896973
	Iteration 17Q: 3 clusters Score -879896.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -880025.375000 Penalty: 4469.896973
	Iteration 18Q: 3 clusters Score -880025.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -880080.437500 Penalty: 4469.896973
	Iteration 19Q: 3 clusters Score -880080.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -880108.937500 Penalty: 4469.896973
	Iteration 20F: 3 clusters Score -880108.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -880119.937500 Penalty: 4469.896973
	Iteration 21Q: 3 clusters Score -880119.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -880124.250000 Penalty: 4469.896973
	Iteration 22Q: 3 clusters Score -880124.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -880125.812500 Penalty: 4469.896973
	Iteration 23Q: 3 clusters Score -880125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -880126.562500 Penalty: 4469.896973
	Iteration 24Q: 3 clusters Score -880126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -880128.750000 Penalty: 4469.896973
	Iteration 25Q: 3 clusters Score -880128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -880129.687500 Penalty: 4469.896973
	Iteration 26Q: 3 clusters Score -880129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -880128.062500 Penalty: 4469.896973
	Iteration 27Q: 3 clusters Score -880128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -880127.937500 Penalty: 4469.896973
	Iteration 28Q: 3 clusters Score -880127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -880129.812500 Penalty: 4469.896973
	Iteration 29Q: 3 clusters Score -880129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -880129.812500 Penalty: 4469.896973
	Iteration 30F: 3 clusters Score -880129.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Entering Unmasked Estep 
Score: -903913.625000 Penalty: 2237.326416
	Iteration 0F: 2 clusters Score -903913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -897354.562500 Penalty: 4474.652832
	Iteration 0F: 3 clusters Score -897354.6 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -899103.000000 Penalty: 4474.652832
	Iteration 1F: 3 clusters Score -899103 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -899417.187500 Penalty: 4474.652832
	Iteration 2F: 3 clusters Score -899417.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -899649.937500 Penalty: 4474.652832
	Iteration 3F: 3 clusters Score -899649.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -899872.187500 Penalty: 4474.652832
	Iteration 4Q: 3 clusters Score -899872.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -900074.437500 Penalty: 4474.652832
	Iteration 5Q: 3 clusters Score -900074.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -900311.312500 Penalty: 4474.652832
	Iteration 6Q: 3 clusters Score -900311.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -900565.000000 Penalty: 4474.652832
	Iteration 7Q: 3 clusters Score -900565 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -900798.562500 Penalty: 4474.652832
	Iteration 8Q: 3 clusters Score -900798.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -901036.062500 Penalty: 4474.652832
	Iteration 9Q: 3 clusters Score -901036.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -901252.812500 Penalty: 4474.652832
	Iteration 10Q: 3 clusters Score -901252.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -901444.187500 Penalty: 4474.652832
	Iteration 11Q: 3 clusters Score -901444.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -901598.625000 Penalty: 4474.652832
	Iteration 12Q: 3 clusters Score -901598.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -901706.687500 Penalty: 4474.652832
	Iteration 13Q: 3 clusters Score -901706.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -901780.062500 Penalty: 4474.652832
	Iteration 14Q: 3 clusters Score -901780.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -901826.562500 Penalty: 4474.652832
	Iteration 15Q: 3 clusters Score -901826.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -901865.250000 Penalty: 4474.652832
	Iteration 16Q: 3 clusters Score -901865.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -901889.875000 Penalty: 4474.652832
	Iteration 17Q: 3 clusters Score -901889.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -901902.250000 Penalty: 4474.652832
	Iteration 18Q: 3 clusters Score -901902.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -901910.312500 Penalty: 4474.652832
	Iteration 19Q: 3 clusters Score -901910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -901923.000000 Penalty: 4474.652832
	Iteration 20F: 3 clusters Score -901923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -901939.437500 Penalty: 4474.652832
	Iteration 21Q: 3 clusters Score -901939.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -901953.687500 Penalty: 4474.652832
	Iteration 22Q: 3 clusters Score -901953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -901959.500000 Penalty: 4474.652832
	Iteration 23Q: 3 clusters Score -901959.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -901963.500000 Penalty: 4474.652832
	Iteration 24Q: 3 clusters Score -901963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -901970.937500 Penalty: 4474.652832
	Iteration 25Q: 3 clusters Score -901970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -901971.250000 Penalty: 4474.652832
	Iteration 26Q: 3 clusters Score -901971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -901971.375000 Penalty: 4474.652832
	Iteration 27Q: 3 clusters Score -901971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -901972.937500 Penalty: 4474.652832
	Iteration 28Q: 3 clusters Score -901972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -901975.125000 Penalty: 4474.652832
	Iteration 29Q: 3 clusters Score -901975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -901975.625000 Penalty: 4474.652832
	Iteration 30Q: 3 clusters Score -901975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -901975.625000 Penalty: 4474.652832
	Iteration 31F: 3 clusters Score -901975.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Entering Unmasked Estep 
Score: -2837310.500000 Penalty: 2509.862061
	Iteration 0F: 2 clusters Score -2837310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2820098.250000 Penalty: 5019.724121
	Iteration 0F: 3 clusters Score -2820098 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2826263.750000 Penalty: 5019.724121
	Iteration 1F: 3 clusters Score -2826264 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2826916.750000 Penalty: 5019.724121
	Iteration 2F: 3 clusters Score -2826917 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2827632.250000 Penalty: 5019.724121
	Iteration 3F: 3 clusters Score -2827632 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2828586.250000 Penalty: 5019.724121
	Iteration 4F: 3 clusters Score -2828586 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2829740.750000 Penalty: 5019.724121
	Iteration 5F: 3 clusters Score -2829741 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2831007.250000 Penalty: 5019.724121
	Iteration 6F: 3 clusters Score -2831007 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2832283.250000 Penalty: 5019.724121
	Iteration 7F: 3 clusters Score -2832283 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2833229.250000 Penalty: 5019.724121
	Iteration 8Q: 3 clusters Score -2833229 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2833975.250000 Penalty: 5019.724121
	Iteration 9Q: 3 clusters Score -2833975 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2834425.500000 Penalty: 5019.724121
	Iteration 10Q: 3 clusters Score -2834426 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2834730.000000 Penalty: 5019.724121
	Iteration 11Q: 3 clusters Score -2834730 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2834925.000000 Penalty: 5019.724121
	Iteration 12Q: 3 clusters Score -2834925 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2835027.000000 Penalty: 5019.724121
	Iteration 13Q: 3 clusters Score -2835027 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2835103.500000 Penalty: 5019.724121
	Iteration 14Q: 3 clusters Score -2835104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2835160.000000 Penalty: 5019.724121
	Iteration 15Q: 3 clusters Score -2835160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2835204.750000 Penalty: 5019.724121
	Iteration 16Q: 3 clusters Score -2835205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2835234.750000 Penalty: 5019.724121
	Iteration 17Q: 3 clusters Score -2835235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -2835253.500000 Penalty: 5019.724121
	Iteration 18Q: 3 clusters Score -2835254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2835262.750000 Penalty: 5019.724121
	Iteration 19Q: 3 clusters Score -2835263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2835271.500000 Penalty: 5019.724121
	Iteration 20F: 3 clusters Score -2835272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2835284.500000 Penalty: 5019.724121
	Iteration 21Q: 3 clusters Score -2835284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -2835291.500000 Penalty: 5019.724121
	Iteration 22Q: 3 clusters Score -2835292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2835295.500000 Penalty: 5019.724121
	Iteration 23Q: 3 clusters Score -2835296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2835306.000000 Penalty: 5019.724121
	Iteration 24Q: 3 clusters Score -2835306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2835307.250000 Penalty: 5019.724121
	Iteration 25Q: 3 clusters Score -2835307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2835311.500000 Penalty: 5019.724121
	Iteration 26Q: 3 clusters Score -2835312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2835316.500000 Penalty: 5019.724121
	Iteration 27Q: 3 clusters Score -2835316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -2835316.250000 Penalty: 5019.724121
	Iteration 28Q: 3 clusters Score -2835316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -2835316.250000 Penalty: 5019.724121
	Iteration 29F: 3 clusters Score -2835316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -5140305.000000 Penalty: 2659.844971
	Iteration 0F: 2 clusters Score -5140305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -5109452.000000 Penalty: 5319.689941
	Iteration 0F: 3 clusters Score -5109452 nChanged 20994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5121577.500000 Penalty: 5319.689941
	Iteration 1F: 3 clusters Score -5121578 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -5122866.000000 Penalty: 5319.689941
	Iteration 2F: 3 clusters Score -5122866 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -5124747.500000 Penalty: 5319.689941
	Iteration 3F: 3 clusters Score -5124748 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -5127485.000000 Penalty: 5319.689941
	Iteration 4F: 3 clusters Score -5127485 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -5130779.500000 Penalty: 5319.689941
	Iteration 5F: 3 clusters Score -5130780 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -5133811.000000 Penalty: 5319.689941
	Iteration 6F: 3 clusters Score -5133811 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -5135715.500000 Penalty: 5319.689941
	Iteration 7Q: 3 clusters Score -5135716 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5136936.500000 Penalty: 5319.689941
	Iteration 8Q: 3 clusters Score -5136936 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5137915.000000 Penalty: 5319.689941
	Iteration 9Q: 3 clusters Score -5137915 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5138475.000000 Penalty: 5319.689941
	Iteration 10Q: 3 clusters Score -5138475 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5138723.500000 Penalty: 5319.689941
	Iteration 11Q: 3 clusters Score -5138724 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5138839.000000 Penalty: 5319.689941
	Iteration 12Q: 3 clusters Score -5138839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5138911.500000 Penalty: 5319.689941
	Iteration 13Q: 3 clusters Score -5138912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5138916.500000 Penalty: 5319.689941
	Iteration 14Q: 3 clusters Score -5138916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5138941.500000 Penalty: 5319.689941
	Iteration 15Q: 3 clusters Score -5138942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5138944.500000 Penalty: 5319.689941
	Iteration 16Q: 3 clusters Score -5138944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5138957.500000 Penalty: 5319.689941
	Iteration 17Q: 3 clusters Score -5138958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5138951.500000 Penalty: 5319.689941
	Iteration 18Q: 3 clusters Score -5138952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5138953.500000 Penalty: 5319.689941
	Iteration 19Q: 3 clusters Score -5138954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5138958.500000 Penalty: 5319.689941
	Iteration 20F: 3 clusters Score -5138958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5138961.500000 Penalty: 5319.689941
	Iteration 21Q: 3 clusters Score -5138962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5138962.000000 Penalty: 5319.689941
	Iteration 22Q: 3 clusters Score -5138962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5138961.000000 Penalty: 5319.689941
	Iteration 23Q: 3 clusters Score -5138961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5138963.000000 Penalty: 5319.689941
	Iteration 24Q: 3 clusters Score -5138963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5138962.500000 Penalty: 5319.689941
	Iteration 25Q: 3 clusters Score -5138962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5138965.000000 Penalty: 5319.689941
	Iteration 26Q: 3 clusters Score -5138965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5138963.000000 Penalty: 5319.689941
	Iteration 27Q: 3 clusters Score -5138963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5138965.500000 Penalty: 5319.689941
	Iteration 28Q: 3 clusters Score -5138966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5138955.000000 Penalty: 5319.689941
	Iteration 29Q: 3 clusters Score -5138955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5138962.000000 Penalty: 5319.689941
	Iteration 30Q: 3 clusters Score -5138962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5138955.500000 Penalty: 5319.689941
	Iteration 31Q: 3 clusters Score -5138956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5138974.500000 Penalty: 5319.689941
	Iteration 32Q: 3 clusters Score -5138974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5138977.500000 Penalty: 5319.689941
	Iteration 33Q: 3 clusters Score -5138978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5138979.500000 Penalty: 5319.689941
	Iteration 34Q: 3 clusters Score -5138980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5138983.000000 Penalty: 5319.689941
	Iteration 35Q: 3 clusters Score -5138983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5138980.500000 Penalty: 5319.689941
	Iteration 36Q: 3 clusters Score -5138980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5138990.500000 Penalty: 5319.689941
	Iteration 37Q: 3 clusters Score -5138990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5138987.000000 Penalty: 5319.689941
	Iteration 38Q: 3 clusters Score -5138987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5138993.000000 Penalty: 5319.689941
	Iteration 39Q: 3 clusters Score -5138993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5138988.500000 Penalty: 5319.689941
	Iteration 40F: 3 clusters Score -5138988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5138990.500000 Penalty: 5319.689941
	Iteration 41Q: 3 clusters Score -5138990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5138994.000000 Penalty: 5319.689941
	Iteration 42Q: 3 clusters Score -5138994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5138989.000000 Penalty: 5319.689941
	Iteration 43Q: 3 clusters Score -5138989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5138989.000000 Penalty: 5319.689941
	Iteration 44F: 3 clusters Score -5138989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Entering Unmasked Estep 
Score: -1258528.250000 Penalty: 2329.421631
	Iteration 0F: 2 clusters Score -1258528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1249557.000000 Penalty: 4658.843262
	Iteration 0F: 3 clusters Score -1249557 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1252591.125000 Penalty: 4658.843262
	Iteration 1F: 3 clusters Score -1252591 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1253292.125000 Penalty: 4658.843262
	Iteration 2F: 3 clusters Score -1253292 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1254008.250000 Penalty: 4658.843262
	Iteration 3F: 3 clusters Score -1254008 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1254753.875000 Penalty: 4658.843262
	Iteration 4F: 3 clusters Score -1254754 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1255495.250000 Penalty: 4658.843262
	Iteration 5F: 3 clusters Score -1255495 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1256032.875000 Penalty: 4658.843262
	Iteration 6F: 3 clusters Score -1256033 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1256398.625000 Penalty: 4658.843262
	Iteration 7Q: 3 clusters Score -1256399 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1256645.375000 Penalty: 4658.843262
	Iteration 8Q: 3 clusters Score -1256645 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1256803.000000 Penalty: 4658.843262
	Iteration 9Q: 3 clusters Score -1256803 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1256898.000000 Penalty: 4658.843262
	Iteration 10Q: 3 clusters Score -1256898 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1256957.125000 Penalty: 4658.843262
	Iteration 11Q: 3 clusters Score -1256957 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1257000.500000 Penalty: 4658.843262
	Iteration 12Q: 3 clusters Score -1257000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1257024.000000 Penalty: 4658.843262
	Iteration 13Q: 3 clusters Score -1257024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1257047.375000 Penalty: 4658.843262
	Iteration 14Q: 3 clusters Score -1257047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1257058.875000 Penalty: 4658.843262
	Iteration 15Q: 3 clusters Score -1257059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1257072.500000 Penalty: 4658.843262
	Iteration 16Q: 3 clusters Score -1257072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1257082.750000 Penalty: 4658.843262
	Iteration 17Q: 3 clusters Score -1257083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1257097.125000 Penalty: 4658.843262
	Iteration 18Q: 3 clusters Score -1257097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1257108.250000 Penalty: 4658.843262
	Iteration 19Q: 3 clusters Score -1257108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1257110.250000 Penalty: 4658.843262
	Iteration 20F: 3 clusters Score -1257110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1257115.625000 Penalty: 4658.843262
	Iteration 21Q: 3 clusters Score -1257116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1257120.625000 Penalty: 4658.843262
	Iteration 22Q: 3 clusters Score -1257121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1257121.750000 Penalty: 4658.843262
	Iteration 23Q: 3 clusters Score -1257122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1257124.625000 Penalty: 4658.843262
	Iteration 24Q: 3 clusters Score -1257125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1257132.375000 Penalty: 4658.843262
	Iteration 25Q: 3 clusters Score -1257132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1257137.500000 Penalty: 4658.843262
	Iteration 26Q: 3 clusters Score -1257138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1257140.250000 Penalty: 4658.843262
	Iteration 27Q: 3 clusters Score -1257140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1257143.625000 Penalty: 4658.843262
	Iteration 28Q: 3 clusters Score -1257144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1257140.625000 Penalty: 4658.843262
	Iteration 29Q: 3 clusters Score -1257141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1257140.625000 Penalty: 4658.843262
	Iteration 30Q: 3 clusters Score -1257141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1257140.625000 Penalty: 4658.843262
	Iteration 31F: 3 clusters Score -1257141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Entering Unmasked Estep 
Score: -1190944.625000 Penalty: 2303.663818
	Iteration 0F: 2 clusters Score -1190945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1182766.750000 Penalty: 4607.327637
	Iteration 0F: 3 clusters Score -1182767 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1185191.125000 Penalty: 4607.327637
	Iteration 1F: 3 clusters Score -1185191 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1185534.000000 Penalty: 4607.327637
	Iteration 2F: 3 clusters Score -1185534 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1185804.500000 Penalty: 4607.327637
	Iteration 3F: 3 clusters Score -1185804 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1186107.250000 Penalty: 4607.327637
	Iteration 4Q: 3 clusters Score -1186107 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1186475.500000 Penalty: 4607.327637
	Iteration 5F: 3 clusters Score -1186476 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1186898.250000 Penalty: 4607.327637
	Iteration 6F: 3 clusters Score -1186898 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1187350.125000 Penalty: 4607.327637
	Iteration 7F: 3 clusters Score -1187350 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1187797.375000 Penalty: 4607.327637
	Iteration 8F: 3 clusters Score -1187797 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1188189.625000 Penalty: 4607.327637
	Iteration 9F: 3 clusters Score -1188190 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1188526.500000 Penalty: 4607.327637
	Iteration 10Q: 3 clusters Score -1188526 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1188811.000000 Penalty: 4607.327637
	Iteration 11Q: 3 clusters Score -1188811 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1189038.000000 Penalty: 4607.327637
	Iteration 12Q: 3 clusters Score -1189038 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1189220.625000 Penalty: 4607.327637
	Iteration 13Q: 3 clusters Score -1189221 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1189355.375000 Penalty: 4607.327637
	Iteration 14Q: 3 clusters Score -1189355 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1189465.125000 Penalty: 4607.327637
	Iteration 15Q: 3 clusters Score -1189465 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1189529.750000 Penalty: 4607.327637
	Iteration 16Q: 3 clusters Score -1189530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1189574.125000 Penalty: 4607.327637
	Iteration 17Q: 3 clusters Score -1189574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1189603.000000 Penalty: 4607.327637
	Iteration 18Q: 3 clusters Score -1189603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1189625.375000 Penalty: 4607.327637
	Iteration 19Q: 3 clusters Score -1189625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1189642.500000 Penalty: 4607.327637
	Iteration 20F: 3 clusters Score -1189642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1189655.500000 Penalty: 4607.327637
	Iteration 21Q: 3 clusters Score -1189656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1189664.125000 Penalty: 4607.327637
	Iteration 22Q: 3 clusters Score -1189664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1189667.625000 Penalty: 4607.327637
	Iteration 23Q: 3 clusters Score -1189668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1189670.125000 Penalty: 4607.327637
	Iteration 24Q: 3 clusters Score -1189670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1189672.500000 Penalty: 4607.327637
	Iteration 25Q: 3 clusters Score -1189672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1189672.625000 Penalty: 4607.327637
	Iteration 26Q: 3 clusters Score -1189673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1189673.750000 Penalty: 4607.327637
	Iteration 27Q: 3 clusters Score -1189674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1189674.000000 Penalty: 4607.327637
	Iteration 28Q: 3 clusters Score -1189674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1189674.000000 Penalty: 4607.327637
	Iteration 29F: 3 clusters Score -1189674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1025142.437500 Penalty: 2273.652588
	Iteration 0F: 2 clusters Score -1025142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1017819.812500 Penalty: 4547.305176
	Iteration 0F: 3 clusters Score -1017820 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1020089.812500 Penalty: 4547.305176
	Iteration 1F: 3 clusters Score -1020090 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1020451.375000 Penalty: 4547.305176
	Iteration 2F: 3 clusters Score -1020451 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1020822.750000 Penalty: 4547.305176
	Iteration 3F: 3 clusters Score -1020823 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1021242.875000 Penalty: 4547.305176
	Iteration 4F: 3 clusters Score -1021243 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1021720.187500 Penalty: 4547.305176
	Iteration 5F: 3 clusters Score -1021720 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1022152.750000 Penalty: 4547.305176
	Iteration 6F: 3 clusters Score -1022153 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1022528.187500 Penalty: 4547.305176
	Iteration 7F: 3 clusters Score -1022528 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1022818.375000 Penalty: 4547.305176
	Iteration 8Q: 3 clusters Score -1022818 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1023060.562500 Penalty: 4547.305176
	Iteration 9Q: 3 clusters Score -1023061 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1023253.062500 Penalty: 4547.305176
	Iteration 10Q: 3 clusters Score -1023253 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1023377.062500 Penalty: 4547.305176
	Iteration 11Q: 3 clusters Score -1023377 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1023453.937500 Penalty: 4547.305176
	Iteration 12Q: 3 clusters Score -1023454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1023506.125000 Penalty: 4547.305176
	Iteration 13Q: 3 clusters Score -1023506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1023544.062500 Penalty: 4547.305176
	Iteration 14Q: 3 clusters Score -1023544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1023566.187500 Penalty: 4547.305176
	Iteration 15Q: 3 clusters Score -1023566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1023582.750000 Penalty: 4547.305176
	Iteration 16Q: 3 clusters Score -1023583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1023597.562500 Penalty: 4547.305176
	Iteration 17Q: 3 clusters Score -1023598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1023607.187500 Penalty: 4547.305176
	Iteration 18Q: 3 clusters Score -1023607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1023617.937500 Penalty: 4547.305176
	Iteration 19Q: 3 clusters Score -1023618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1023626.750000 Penalty: 4547.305176
	Iteration 20F: 3 clusters Score -1023627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1023633.750000 Penalty: 4547.305176
	Iteration 21Q: 3 clusters Score -1023634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1023640.750000 Penalty: 4547.305176
	Iteration 22Q: 3 clusters Score -1023641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1023653.187500 Penalty: 4547.305176
	Iteration 23Q: 3 clusters Score -1023653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1023657.937500 Penalty: 4547.305176
	Iteration 24Q: 3 clusters Score -1023658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1023669.312500 Penalty: 4547.305176
	Iteration 25Q: 3 clusters Score -1023669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1023683.937500 Penalty: 4547.305176
	Iteration 26Q: 3 clusters Score -1023684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1023691.375000 Penalty: 4547.305176
	Iteration 27Q: 3 clusters Score -1023691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1023704.062500 Penalty: 4547.305176
	Iteration 28Q: 3 clusters Score -1023704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1023717.562500 Penalty: 4547.305176
	Iteration 29Q: 3 clusters Score -1023718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1023728.625000 Penalty: 4547.305176
	Iteration 30Q: 3 clusters Score -1023729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1023739.500000 Penalty: 4547.305176
	Iteration 31Q: 3 clusters Score -1023740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1023748.812500 Penalty: 4547.305176
	Iteration 32Q: 3 clusters Score -1023749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1023758.250000 Penalty: 4547.305176
	Iteration 33Q: 3 clusters Score -1023758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1023765.187500 Penalty: 4547.305176
	Iteration 34Q: 3 clusters Score -1023765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1023775.250000 Penalty: 4547.305176
	Iteration 35Q: 3 clusters Score -1023775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1023785.500000 Penalty: 4547.305176
	Iteration 36Q: 3 clusters Score -1023786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1023793.750000 Penalty: 4547.305176
	Iteration 37Q: 3 clusters Score -1023794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1023803.000000 Penalty: 4547.305176
	Iteration 38Q: 3 clusters Score -1023803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1023810.375000 Penalty: 4547.305176
	Iteration 39Q: 3 clusters Score -1023810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1023820.500000 Penalty: 4547.305176
	Iteration 40F: 3 clusters Score -1023820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1023829.750000 Penalty: 4547.305176
	Iteration 41Q: 3 clusters Score -1023830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1023834.375000 Penalty: 4547.305176
	Iteration 42Q: 3 clusters Score -1023834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1023846.125000 Penalty: 4547.305176
	Iteration 43Q: 3 clusters Score -1023846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1023848.437500 Penalty: 4547.305176
	Iteration 44Q: 3 clusters Score -1023848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1023853.937500 Penalty: 4547.305176
	Iteration 45Q: 3 clusters Score -1023854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1023858.375000 Penalty: 4547.305176
	Iteration 46Q: 3 clusters Score -1023858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1023862.250000 Penalty: 4547.305176
	Iteration 47Q: 3 clusters Score -1023862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1023865.562500 Penalty: 4547.305176
	Iteration 48Q: 3 clusters Score -1023866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1023871.187500 Penalty: 4547.305176
	Iteration 49Q: 3 clusters Score -1023871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1023880.187500 Penalty: 4547.305176
	Iteration 50Q: 3 clusters Score -1023880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1023887.937500 Penalty: 4547.305176
	Iteration 51Q: 3 clusters Score -1023888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1023894.562500 Penalty: 4547.305176
	Iteration 52Q: 3 clusters Score -1023895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1023901.312500 Penalty: 4547.305176
	Iteration 53Q: 3 clusters Score -1023901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1023907.687500 Penalty: 4547.305176
	Iteration 54Q: 3 clusters Score -1023908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1023916.000000 Penalty: 4547.305176
	Iteration 55Q: 3 clusters Score -1023916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1023922.062500 Penalty: 4547.305176
	Iteration 56Q: 3 clusters Score -1023922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1023930.562500 Penalty: 4547.305176
	Iteration 57Q: 3 clusters Score -1023931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1023943.687500 Penalty: 4547.305176
	Iteration 58Q: 3 clusters Score -1023944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1023958.562500 Penalty: 4547.305176
	Iteration 59Q: 3 clusters Score -1023959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1023980.875000 Penalty: 4547.305176
	Iteration 60F: 3 clusters Score -1023981 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1024010.937500 Penalty: 4547.305176
	Iteration 61Q: 3 clusters Score -1024011 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1024035.437500 Penalty: 4547.305176
	Iteration 62Q: 3 clusters Score -1024035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1024058.187500 Penalty: 4547.305176
	Iteration 63Q: 3 clusters Score -1024058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1024078.062500 Penalty: 4547.305176
	Iteration 64Q: 3 clusters Score -1024078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1024096.812500 Penalty: 4547.305176
	Iteration 65Q: 3 clusters Score -1024097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1024113.812500 Penalty: 4547.305176
	Iteration 66Q: 3 clusters Score -1024114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1024130.062500 Penalty: 4547.305176
	Iteration 67Q: 3 clusters Score -1024130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1024139.312500 Penalty: 4547.305176
	Iteration 68Q: 3 clusters Score -1024139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1024148.812500 Penalty: 4547.305176
	Iteration 69Q: 3 clusters Score -1024149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1024155.812500 Penalty: 4547.305176
	Iteration 70Q: 3 clusters Score -1024156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1024163.500000 Penalty: 4547.305176
	Iteration 71Q: 3 clusters Score -1024164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1024173.250000 Penalty: 4547.305176
	Iteration 72Q: 3 clusters Score -1024173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1024180.437500 Penalty: 4547.305176
	Iteration 73Q: 3 clusters Score -1024180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1024189.812500 Penalty: 4547.305176
	Iteration 74Q: 3 clusters Score -1024190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1024196.312500 Penalty: 4547.305176
	Iteration 75Q: 3 clusters Score -1024196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1024208.250000 Penalty: 4547.305176
	Iteration 76Q: 3 clusters Score -1024208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1024213.562500 Penalty: 4547.305176
	Iteration 77Q: 3 clusters Score -1024214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1024219.312500 Penalty: 4547.305176
	Iteration 78Q: 3 clusters Score -1024219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1024228.062500 Penalty: 4547.305176
	Iteration 79Q: 3 clusters Score -1024228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1024234.562500 Penalty: 4547.305176
	Iteration 80F: 3 clusters Score -1024235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1024237.437500 Penalty: 4547.305176
	Iteration 81Q: 3 clusters Score -1024237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1024242.937500 Penalty: 4547.305176
	Iteration 82Q: 3 clusters Score -1024243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1024249.312500 Penalty: 4547.305176
	Iteration 83Q: 3 clusters Score -1024249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1024258.625000 Penalty: 4547.305176
	Iteration 84Q: 3 clusters Score -1024259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1024268.437500 Penalty: 4547.305176
	Iteration 85Q: 3 clusters Score -1024268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1024270.750000 Penalty: 4547.305176
	Iteration 86Q: 3 clusters Score -1024271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1024279.250000 Penalty: 4547.305176
	Iteration 87Q: 3 clusters Score -1024279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1024278.812500 Penalty: 4547.305176
	Iteration 88Q: 3 clusters Score -1024279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1024281.562500 Penalty: 4547.305176
	Iteration 89Q: 3 clusters Score -1024282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1024282.875000 Penalty: 4547.305176
	Iteration 90Q: 3 clusters Score -1024283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1024284.937500 Penalty: 4547.305176
	Iteration 91Q: 3 clusters Score -1024285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1024285.500000 Penalty: 4547.305176
	Iteration 92Q: 3 clusters Score -1024286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1024284.812500 Penalty: 4547.305176
	Iteration 93Q: 3 clusters Score -1024285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1024284.937500 Penalty: 4547.305176
	Iteration 94Q: 3 clusters Score -1024285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1024285.562500 Penalty: 4547.305176
	Iteration 95Q: 3 clusters Score -1024286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1024286.187500 Penalty: 4547.305176
	Iteration 96Q: 3 clusters Score -1024286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1024287.625000 Penalty: 4547.305176
	Iteration 97Q: 3 clusters Score -1024288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1024288.000000 Penalty: 4547.305176
	Iteration 98Q: 3 clusters Score -1024288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1024288.750000 Penalty: 4547.305176
	Iteration 99Q: 3 clusters Score -1024289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1024289.187500 Penalty: 4547.305176
	Iteration 100F: 3 clusters Score -1024289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1024290.062500 Penalty: 4547.305176
	Iteration 101Q: 3 clusters Score -1024290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1024290.687500 Penalty: 4547.305176
	Iteration 102Q: 3 clusters Score -1024291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1024294.312500 Penalty: 4547.305176
	Iteration 103Q: 3 clusters Score -1024294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1024293.062500 Penalty: 4547.305176
	Iteration 104Q: 3 clusters Score -1024293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1024295.562500 Penalty: 4547.305176
	Iteration 105Q: 3 clusters Score -1024296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1024293.562500 Penalty: 4547.305176
	Iteration 106Q: 3 clusters Score -1024294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1024294.187500 Penalty: 4547.305176
	Iteration 107Q: 3 clusters Score -1024294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1024295.000000 Penalty: 4547.305176
	Iteration 108Q: 3 clusters Score -1024295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1024295.562500 Penalty: 4547.305176
	Iteration 109Q: 3 clusters Score -1024296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1024295.687500 Penalty: 4547.305176
	Iteration 110Q: 3 clusters Score -1024296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1024298.750000 Penalty: 4547.305176
	Iteration 111Q: 3 clusters Score -1024299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1024302.250000 Penalty: 4547.305176
	Iteration 112Q: 3 clusters Score -1024302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1024301.812500 Penalty: 4547.305176
	Iteration 113Q: 3 clusters Score -1024302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1024305.000000 Penalty: 4547.305176
	Iteration 114Q: 3 clusters Score -1024305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1024307.000000 Penalty: 4547.305176
	Iteration 115Q: 3 clusters Score -1024307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1024307.250000 Penalty: 4547.305176
	Iteration 116Q: 3 clusters Score -1024307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1024307.062500 Penalty: 4547.305176
	Iteration 117Q: 3 clusters Score -1024307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1024305.687500 Penalty: 4547.305176
	Iteration 118Q: 3 clusters Score -1024306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1024311.125000 Penalty: 4547.305176
	Iteration 119Q: 3 clusters Score -1024311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1024311.125000 Penalty: 4547.305176
	Iteration 120F: 3 clusters Score -1024311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -140454.578125 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -140454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138230.328125 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -138230.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -138632.812500 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -138632.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138753.187500 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -138753.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138849.421875 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -138849.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138926.875000 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -138926.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -138993.546875 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -138993.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -139054.250000 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -139054.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -139131.968750 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -139132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -139205.781250 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -139205.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -139283.437500 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -139283.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -139348.796875 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -139348.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139403.453125 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -139403.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -139450.562500 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -139450.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -139496.515625 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -139496.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -139533.109375 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -139533.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -139557.453125 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -139557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -139562.562500 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -139562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -139565.000000 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -139565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -139567.093750 Penalty: 3607.454102
	Iteration 18Q: 3 clusters Score -139567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -139570.890625 Penalty: 3607.454102
	Iteration 19Q: 3 clusters Score -139570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -139575.046875 Penalty: 3607.454102
	Iteration 20F: 3 clusters Score -139575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -139576.937500 Penalty: 3607.454102
	Iteration 21Q: 3 clusters Score -139576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -139576.937500 Penalty: 3607.454102
	Iteration 22F: 3 clusters Score -139576.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Entering Unmasked Estep 
Score: -1284888.125000 Penalty: 2334.473389
	Iteration 0F: 2 clusters Score -1284888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1275824.500000 Penalty: 4668.946777
	Iteration 0F: 3 clusters Score -1275824 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1278684.750000 Penalty: 4668.946777
	Iteration 1F: 3 clusters Score -1278685 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1279120.625000 Penalty: 4668.946777
	Iteration 2F: 3 clusters Score -1279121 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1279512.500000 Penalty: 4668.946777
	Iteration 3F: 3 clusters Score -1279512 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1279904.500000 Penalty: 4668.946777
	Iteration 4F: 3 clusters Score -1279904 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1280311.125000 Penalty: 4668.946777
	Iteration 5F: 3 clusters Score -1280311 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1280714.375000 Penalty: 4668.946777
	Iteration 6F: 3 clusters Score -1280714 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1281117.000000 Penalty: 4668.946777
	Iteration 7F: 3 clusters Score -1281117 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1281401.625000 Penalty: 4668.946777
	Iteration 8Q: 3 clusters Score -1281402 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1281626.125000 Penalty: 4668.946777
	Iteration 9Q: 3 clusters Score -1281626 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1281786.500000 Penalty: 4668.946777
	Iteration 10Q: 3 clusters Score -1281786 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1281925.625000 Penalty: 4668.946777
	Iteration 11Q: 3 clusters Score -1281926 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1282025.250000 Penalty: 4668.946777
	Iteration 12Q: 3 clusters Score -1282025 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1282084.375000 Penalty: 4668.946777
	Iteration 13Q: 3 clusters Score -1282084 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1282127.750000 Penalty: 4668.946777
	Iteration 14Q: 3 clusters Score -1282128 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1282163.500000 Penalty: 4668.946777
	Iteration 15Q: 3 clusters Score -1282164 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1282200.875000 Penalty: 4668.946777
	Iteration 16Q: 3 clusters Score -1282201 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1282233.750000 Penalty: 4668.946777
	Iteration 17Q: 3 clusters Score -1282234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1282267.125000 Penalty: 4668.946777
	Iteration 18Q: 3 clusters Score -1282267 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1282290.625000 Penalty: 4668.946777
	Iteration 19Q: 3 clusters Score -1282291 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1282324.375000 Penalty: 4668.946777
	Iteration 20F: 3 clusters Score -1282324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1282353.500000 Penalty: 4668.946777
	Iteration 21Q: 3 clusters Score -1282354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1282386.875000 Penalty: 4668.946777
	Iteration 22Q: 3 clusters Score -1282387 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1282420.625000 Penalty: 4668.946777
	Iteration 23Q: 3 clusters Score -1282421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1282451.750000 Penalty: 4668.946777
	Iteration 24Q: 3 clusters Score -1282452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1282474.250000 Penalty: 4668.946777
	Iteration 25Q: 3 clusters Score -1282474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1282496.125000 Penalty: 4668.946777
	Iteration 26Q: 3 clusters Score -1282496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1282521.625000 Penalty: 4668.946777
	Iteration 27Q: 3 clusters Score -1282522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1282536.500000 Penalty: 4668.946777
	Iteration 28Q: 3 clusters Score -1282536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1282557.750000 Penalty: 4668.946777
	Iteration 29Q: 3 clusters Score -1282558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1282576.375000 Penalty: 4668.946777
	Iteration 30Q: 3 clusters Score -1282576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1282599.875000 Penalty: 4668.946777
	Iteration 31Q: 3 clusters Score -1282600 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1282619.875000 Penalty: 4668.946777
	Iteration 32Q: 3 clusters Score -1282620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1282644.500000 Penalty: 4668.946777
	Iteration 33Q: 3 clusters Score -1282644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1282668.625000 Penalty: 4668.946777
	Iteration 34Q: 3 clusters Score -1282669 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1282699.000000 Penalty: 4668.946777
	Iteration 35Q: 3 clusters Score -1282699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1282727.125000 Penalty: 4668.946777
	Iteration 36Q: 3 clusters Score -1282727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1282753.875000 Penalty: 4668.946777
	Iteration 37Q: 3 clusters Score -1282754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1282774.375000 Penalty: 4668.946777
	Iteration 38Q: 3 clusters Score -1282774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1282797.625000 Penalty: 4668.946777
	Iteration 39Q: 3 clusters Score -1282798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1282820.625000 Penalty: 4668.946777
	Iteration 40F: 3 clusters Score -1282821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1282841.250000 Penalty: 4668.946777
	Iteration 41Q: 3 clusters Score -1282841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1282856.250000 Penalty: 4668.946777
	Iteration 42Q: 3 clusters Score -1282856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1282874.125000 Penalty: 4668.946777
	Iteration 43Q: 3 clusters Score -1282874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1282889.875000 Penalty: 4668.946777
	Iteration 44Q: 3 clusters Score -1282890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1282899.750000 Penalty: 4668.946777
	Iteration 45Q: 3 clusters Score -1282900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1282911.000000 Penalty: 4668.946777
	Iteration 46Q: 3 clusters Score -1282911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1282930.125000 Penalty: 4668.946777
	Iteration 47Q: 3 clusters Score -1282930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1282947.625000 Penalty: 4668.946777
	Iteration 48Q: 3 clusters Score -1282948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1282955.000000 Penalty: 4668.946777
	Iteration 49Q: 3 clusters Score -1282955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1282972.875000 Penalty: 4668.946777
	Iteration 50Q: 3 clusters Score -1282973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1283000.500000 Penalty: 4668.946777
	Iteration 51Q: 3 clusters Score -1283000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1283025.250000 Penalty: 4668.946777
	Iteration 52Q: 3 clusters Score -1283025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1283047.625000 Penalty: 4668.946777
	Iteration 53Q: 3 clusters Score -1283048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1283067.875000 Penalty: 4668.946777
	Iteration 54Q: 3 clusters Score -1283068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1283089.500000 Penalty: 4668.946777
	Iteration 55Q: 3 clusters Score -1283090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1283111.500000 Penalty: 4668.946777
	Iteration 56Q: 3 clusters Score -1283112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1283143.500000 Penalty: 4668.946777
	Iteration 57Q: 3 clusters Score -1283144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1283174.750000 Penalty: 4668.946777
	Iteration 58Q: 3 clusters Score -1283175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1283198.250000 Penalty: 4668.946777
	Iteration 59Q: 3 clusters Score -1283198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1283221.375000 Penalty: 4668.946777
	Iteration 60F: 3 clusters Score -1283221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1283235.375000 Penalty: 4668.946777
	Iteration 61Q: 3 clusters Score -1283235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1283246.000000 Penalty: 4668.946777
	Iteration 62Q: 3 clusters Score -1283246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1283255.000000 Penalty: 4668.946777
	Iteration 63Q: 3 clusters Score -1283255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1283266.125000 Penalty: 4668.946777
	Iteration 64Q: 3 clusters Score -1283266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1283280.250000 Penalty: 4668.946777
	Iteration 65Q: 3 clusters Score -1283280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1283284.875000 Penalty: 4668.946777
	Iteration 66Q: 3 clusters Score -1283285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1283297.625000 Penalty: 4668.946777
	Iteration 67Q: 3 clusters Score -1283298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1283302.750000 Penalty: 4668.946777
	Iteration 68Q: 3 clusters Score -1283303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1283309.625000 Penalty: 4668.946777
	Iteration 69Q: 3 clusters Score -1283310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1283316.750000 Penalty: 4668.946777
	Iteration 70Q: 3 clusters Score -1283317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1283319.000000 Penalty: 4668.946777
	Iteration 71Q: 3 clusters Score -1283319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1283323.750000 Penalty: 4668.946777
	Iteration 72Q: 3 clusters Score -1283324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1283328.000000 Penalty: 4668.946777
	Iteration 73Q: 3 clusters Score -1283328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1283336.375000 Penalty: 4668.946777
	Iteration 74Q: 3 clusters Score -1283336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1283340.375000 Penalty: 4668.946777
	Iteration 75Q: 3 clusters Score -1283340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1283339.250000 Penalty: 4668.946777
	Iteration 76Q: 3 clusters Score -1283339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1283343.875000 Penalty: 4668.946777
	Iteration 77Q: 3 clusters Score -1283344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1283343.375000 Penalty: 4668.946777
	Iteration 78Q: 3 clusters Score -1283343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1283346.625000 Penalty: 4668.946777
	Iteration 79Q: 3 clusters Score -1283347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1283346.500000 Penalty: 4668.946777
	Iteration 80F: 3 clusters Score -1283346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1283348.750000 Penalty: 4668.946777
	Iteration 81Q: 3 clusters Score -1283349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1283351.500000 Penalty: 4668.946777
	Iteration 82Q: 3 clusters Score -1283352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1283355.500000 Penalty: 4668.946777
	Iteration 83Q: 3 clusters Score -1283356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1283356.125000 Penalty: 4668.946777
	Iteration 84Q: 3 clusters Score -1283356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1283361.125000 Penalty: 4668.946777
	Iteration 85Q: 3 clusters Score -1283361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1283361.500000 Penalty: 4668.946777
	Iteration 86Q: 3 clusters Score -1283362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1283361.750000 Penalty: 4668.946777
	Iteration 87Q: 3 clusters Score -1283362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1283367.125000 Penalty: 4668.946777
	Iteration 88Q: 3 clusters Score -1283367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1283369.750000 Penalty: 4668.946777
	Iteration 89Q: 3 clusters Score -1283370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1283368.625000 Penalty: 4668.946777
	Iteration 90Q: 3 clusters Score -1283369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1283368.625000 Penalty: 4668.946777
	Iteration 91F: 3 clusters Score -1283369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -626853.000000 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -626853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -621746.875000 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -621746.9 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -623186.750000 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -623186.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -623528.625000 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -623528.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -623799.437500 Penalty: 4304.263672
	Iteration 3F: 3 clusters Score -623799.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -624054.000000 Penalty: 4304.263672
	Iteration 4F: 3 clusters Score -624054 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -624312.062500 Penalty: 4304.263672
	Iteration 5F: 3 clusters Score -624312.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -624559.062500 Penalty: 4304.263672
	Iteration 6F: 3 clusters Score -624559.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -624760.750000 Penalty: 4304.263672
	Iteration 7Q: 3 clusters Score -624760.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -624901.937500 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -624901.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -625006.562500 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -625006.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -625073.125000 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -625073.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -625116.312500 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -625116.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -625141.375000 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -625141.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -625158.125000 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -625158.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -625168.062500 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -625168.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -625175.062500 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -625175.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -625179.937500 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -625179.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -625184.437500 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -625184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -625188.375000 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -625188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -625192.187500 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -625192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -625194.812500 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -625194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -625197.937500 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -625197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -625199.437500 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -625199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -625200.125000 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -625200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -625200.000000 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -625200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -625201.187500 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -625201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -625202.250000 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -625202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -625203.625000 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -625203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -625203.062500 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -625203.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -625205.000000 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -625205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -625205.687500 Penalty: 4304.263672
	Iteration 30Q: 3 clusters Score -625205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -625206.187500 Penalty: 4304.263672
	Iteration 31Q: 3 clusters Score -625206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -625205.937500 Penalty: 4304.263672
	Iteration 32Q: 3 clusters Score -625205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -625206.187500 Penalty: 4304.263672
	Iteration 33Q: 3 clusters Score -625206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -625206.187500 Penalty: 4304.263672
	Iteration 34F: 3 clusters Score -625206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -74416.421875 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -74416.42 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 351 members 
Entering Unmasked Estep 
Score: -72721.929688 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -72721.93 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72951.031250 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -72951.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73053.515625 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -73053.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73143.390625 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -73143.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73242.000000 Penalty: 3250.750977
	Iteration 4F: 3 clusters Score -73242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73335.390625 Penalty: 3250.750977
	Iteration 5F: 3 clusters Score -73335.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73383.757812 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -73383.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -73417.421875 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -73417.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73456.328125 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -73456.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73477.296875 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -73477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73484.976562 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -73484.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -73497.742188 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -73497.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73500.859375 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -73500.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73503.187500 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -73503.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -73506.164062 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -73506.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73507.210938 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -73507.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73507.210938 Penalty: 3250.750977
	Iteration 16F: 3 clusters Score -73507.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -125118.367188 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -125118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -123068.382812 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -123068.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -123374.023438 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -123374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123470.062500 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -123470.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -123524.109375 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -123524.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -123549.593750 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -123549.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123570.312500 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -123570.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -123597.203125 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -123597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -123614.632812 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -123614.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -123634.320312 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -123634.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -123653.859375 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -123653.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -123671.890625 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -123671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -123683.359375 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -123683.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123691.976562 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -123692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -123700.335938 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -123700.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123706.125000 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -123706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -123711.203125 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -123711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123713.882812 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -123713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123716.304688 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -123716.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -123718.289062 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -123718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -123719.882812 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -123719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -123719.882812 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -123719.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -344297.625000 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -344297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -340981.031250 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -340981 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -341634.968750 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -341635 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -341783.156250 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -341783.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -341859.875000 Penalty: 3976.584473
	Iteration 3Q: 3 clusters Score -341859.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -341923.468750 Penalty: 3976.584473
	Iteration 4Q: 3 clusters Score -341923.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -341980.562500 Penalty: 3976.584473
	Iteration 5Q: 3 clusters Score -341980.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -342011.593750 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -342011.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -342035.875000 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -342035.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -342050.968750 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -342051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -342064.218750 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -342064.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -342076.218750 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -342076.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -342084.843750 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -342084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -342090.250000 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -342090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -342094.281250 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -342094.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -342100.937500 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -342100.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -342108.656250 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -342108.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -342112.937500 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -342112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -342119.593750 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -342119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -342128.468750 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -342128.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -342133.968750 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -342134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -342144.718750 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -342144.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -342152.375000 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -342152.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -342161.812500 Penalty: 3976.584473
	Iteration 22Q: 3 clusters Score -342161.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342172.406250 Penalty: 3976.584473
	Iteration 23Q: 3 clusters Score -342172.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -342180.843750 Penalty: 3976.584473
	Iteration 24Q: 3 clusters Score -342180.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -342188.531250 Penalty: 3976.584473
	Iteration 25Q: 3 clusters Score -342188.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -342199.218750 Penalty: 3976.584473
	Iteration 26Q: 3 clusters Score -342199.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -342209.656250 Penalty: 3976.584473
	Iteration 27Q: 3 clusters Score -342209.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -342216.375000 Penalty: 3976.584473
	Iteration 28Q: 3 clusters Score -342216.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -342222.375000 Penalty: 3976.584473
	Iteration 29Q: 3 clusters Score -342222.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -342226.593750 Penalty: 3976.584473
	Iteration 30Q: 3 clusters Score -342226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -342234.281250 Penalty: 3976.584473
	Iteration 31Q: 3 clusters Score -342234.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -342248.218750 Penalty: 3976.584473
	Iteration 32Q: 3 clusters Score -342248.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -342258.250000 Penalty: 3976.584473
	Iteration 33Q: 3 clusters Score -342258.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -342265.875000 Penalty: 3976.584473
	Iteration 34Q: 3 clusters Score -342265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -342271.312500 Penalty: 3976.584473
	Iteration 35Q: 3 clusters Score -342271.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -342279.593750 Penalty: 3976.584473
	Iteration 36Q: 3 clusters Score -342279.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -342283.531250 Penalty: 3976.584473
	Iteration 37Q: 3 clusters Score -342283.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -342287.125000 Penalty: 3976.584473
	Iteration 38Q: 3 clusters Score -342287.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -342291.218750 Penalty: 3976.584473
	Iteration 39Q: 3 clusters Score -342291.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -342295.625000 Penalty: 3976.584473
	Iteration 40F: 3 clusters Score -342295.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -342302.156250 Penalty: 3976.584473
	Iteration 41Q: 3 clusters Score -342302.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -342309.781250 Penalty: 3976.584473
	Iteration 42Q: 3 clusters Score -342309.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -342313.687500 Penalty: 3976.584473
	Iteration 43Q: 3 clusters Score -342313.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -342319.406250 Penalty: 3976.584473
	Iteration 44Q: 3 clusters Score -342319.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -342325.468750 Penalty: 3976.584473
	Iteration 45Q: 3 clusters Score -342325.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -342334.000000 Penalty: 3976.584473
	Iteration 46Q: 3 clusters Score -342334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -342347.656250 Penalty: 3976.584473
	Iteration 47Q: 3 clusters Score -342347.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -342360.312500 Penalty: 3976.584473
	Iteration 48Q: 3 clusters Score -342360.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -342371.187500 Penalty: 3976.584473
	Iteration 49Q: 3 clusters Score -342371.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -342381.843750 Penalty: 3976.584473
	Iteration 50Q: 3 clusters Score -342381.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -342393.218750 Penalty: 3976.584473
	Iteration 51Q: 3 clusters Score -342393.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -342400.843750 Penalty: 3976.584473
	Iteration 52Q: 3 clusters Score -342400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -342407.656250 Penalty: 3976.584473
	Iteration 53Q: 3 clusters Score -342407.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -342409.937500 Penalty: 3976.584473
	Iteration 54Q: 3 clusters Score -342409.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -342412.406250 Penalty: 3976.584473
	Iteration 55Q: 3 clusters Score -342412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -342416.500000 Penalty: 3976.584473
	Iteration 56Q: 3 clusters Score -342416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -342419.906250 Penalty: 3976.584473
	Iteration 57Q: 3 clusters Score -342419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -342421.500000 Penalty: 3976.584473
	Iteration 58Q: 3 clusters Score -342421.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -342423.531250 Penalty: 3976.584473
	Iteration 59Q: 3 clusters Score -342423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -342425.437500 Penalty: 3976.584473
	Iteration 60F: 3 clusters Score -342425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -342428.375000 Penalty: 3976.584473
	Iteration 61Q: 3 clusters Score -342428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -342430.687500 Penalty: 3976.584473
	Iteration 62Q: 3 clusters Score -342430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -342432.843750 Penalty: 3976.584473
	Iteration 63Q: 3 clusters Score -342432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -342436.000000 Penalty: 3976.584473
	Iteration 64Q: 3 clusters Score -342436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -342438.031250 Penalty: 3976.584473
	Iteration 65Q: 3 clusters Score -342438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -342440.562500 Penalty: 3976.584473
	Iteration 66Q: 3 clusters Score -342440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -342443.250000 Penalty: 3976.584473
	Iteration 67Q: 3 clusters Score -342443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -342448.156250 Penalty: 3976.584473
	Iteration 68Q: 3 clusters Score -342448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -342453.593750 Penalty: 3976.584473
	Iteration 69Q: 3 clusters Score -342453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -342456.500000 Penalty: 3976.584473
	Iteration 70Q: 3 clusters Score -342456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -342457.843750 Penalty: 3976.584473
	Iteration 71Q: 3 clusters Score -342457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -342458.625000 Penalty: 3976.584473
	Iteration 72Q: 3 clusters Score -342458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -342459.718750 Penalty: 3976.584473
	Iteration 73Q: 3 clusters Score -342459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -342460.500000 Penalty: 3976.584473
	Iteration 74Q: 3 clusters Score -342460.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -342463.468750 Penalty: 3976.584473
	Iteration 75Q: 3 clusters Score -342463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -342466.218750 Penalty: 3976.584473
	Iteration 76Q: 3 clusters Score -342466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -342469.593750 Penalty: 3976.584473
	Iteration 77Q: 3 clusters Score -342469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -342471.125000 Penalty: 3976.584473
	Iteration 78Q: 3 clusters Score -342471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -342472.437500 Penalty: 3976.584473
	Iteration 79Q: 3 clusters Score -342472.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -342474.593750 Penalty: 3976.584473
	Iteration 80F: 3 clusters Score -342474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -342475.875000 Penalty: 3976.584473
	Iteration 81Q: 3 clusters Score -342475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -342476.875000 Penalty: 3976.584473
	Iteration 82Q: 3 clusters Score -342476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -342477.906250 Penalty: 3976.584473
	Iteration 83Q: 3 clusters Score -342477.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -342477.906250 Penalty: 3976.584473
	Iteration 84F: 3 clusters Score -342477.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Entering Unmasked Estep 
Score: -527005.750000 Penalty: 2122.752686
	Iteration 0F: 2 clusters Score -527005.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -522420.062500 Penalty: 4245.505371
	Iteration 0F: 3 clusters Score -522420.1 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -523680.593750 Penalty: 4245.505371
	Iteration 1F: 3 clusters Score -523680.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -524025.000000 Penalty: 4245.505371
	Iteration 2F: 3 clusters Score -524025 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -524310.625000 Penalty: 4245.505371
	Iteration 3F: 3 clusters Score -524310.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -524554.937500 Penalty: 4245.505371
	Iteration 4F: 3 clusters Score -524554.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -524719.562500 Penalty: 4245.505371
	Iteration 5Q: 3 clusters Score -524719.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -524854.625000 Penalty: 4245.505371
	Iteration 6Q: 3 clusters Score -524854.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -524979.625000 Penalty: 4245.505371
	Iteration 7Q: 3 clusters Score -524979.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -525073.125000 Penalty: 4245.505371
	Iteration 8Q: 3 clusters Score -525073.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -525145.750000 Penalty: 4245.505371
	Iteration 9Q: 3 clusters Score -525145.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -525203.437500 Penalty: 4245.505371
	Iteration 10Q: 3 clusters Score -525203.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -525269.750000 Penalty: 4245.505371
	Iteration 11Q: 3 clusters Score -525269.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -525329.750000 Penalty: 4245.505371
	Iteration 12Q: 3 clusters Score -525329.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -525380.375000 Penalty: 4245.505371
	Iteration 13Q: 3 clusters Score -525380.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -525423.187500 Penalty: 4245.505371
	Iteration 14Q: 3 clusters Score -525423.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -525464.562500 Penalty: 4245.505371
	Iteration 15Q: 3 clusters Score -525464.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -525497.812500 Penalty: 4245.505371
	Iteration 16Q: 3 clusters Score -525497.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -525526.187500 Penalty: 4245.505371
	Iteration 17Q: 3 clusters Score -525526.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -525552.375000 Penalty: 4245.505371
	Iteration 18Q: 3 clusters Score -525552.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -525588.437500 Penalty: 4245.505371
	Iteration 19Q: 3 clusters Score -525588.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -525625.875000 Penalty: 4245.505371
	Iteration 20F: 3 clusters Score -525625.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -525667.750000 Penalty: 4245.505371
	Iteration 21Q: 3 clusters Score -525667.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -525699.125000 Penalty: 4245.505371
	Iteration 22Q: 3 clusters Score -525699.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -525716.750000 Penalty: 4245.505371
	Iteration 23Q: 3 clusters Score -525716.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -525726.500000 Penalty: 4245.505371
	Iteration 24Q: 3 clusters Score -525726.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -525736.375000 Penalty: 4245.505371
	Iteration 25Q: 3 clusters Score -525736.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -525746.062500 Penalty: 4245.505371
	Iteration 26Q: 3 clusters Score -525746.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -525751.687500 Penalty: 4245.505371
	Iteration 27Q: 3 clusters Score -525751.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -525757.875000 Penalty: 4245.505371
	Iteration 28Q: 3 clusters Score -525757.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -525765.437500 Penalty: 4245.505371
	Iteration 29Q: 3 clusters Score -525765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -525776.375000 Penalty: 4245.505371
	Iteration 30Q: 3 clusters Score -525776.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -525787.312500 Penalty: 4245.505371
	Iteration 31Q: 3 clusters Score -525787.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -525798.437500 Penalty: 4245.505371
	Iteration 32Q: 3 clusters Score -525798.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -525802.750000 Penalty: 4245.505371
	Iteration 33Q: 3 clusters Score -525802.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -525807.375000 Penalty: 4245.505371
	Iteration 34Q: 3 clusters Score -525807.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -525811.937500 Penalty: 4245.505371
	Iteration 35Q: 3 clusters Score -525811.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -525816.187500 Penalty: 4245.505371
	Iteration 36Q: 3 clusters Score -525816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -525817.250000 Penalty: 4245.505371
	Iteration 37Q: 3 clusters Score -525817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -525819.312500 Penalty: 4245.505371
	Iteration 38Q: 3 clusters Score -525819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -525820.312500 Penalty: 4245.505371
	Iteration 39Q: 3 clusters Score -525820.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -525820.437500 Penalty: 4245.505371
	Iteration 40F: 3 clusters Score -525820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Entering Unmasked Estep 
Score: -1550481.875000 Penalty: 2366.277344
	Iteration 0F: 2 clusters Score -1550482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1540283.625000 Penalty: 4732.554688
	Iteration 0F: 3 clusters Score -1540284 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1543441.625000 Penalty: 4732.554688
	Iteration 1F: 3 clusters Score -1543442 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1543842.625000 Penalty: 4732.554688
	Iteration 2F: 3 clusters Score -1543843 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1544200.625000 Penalty: 4732.554688
	Iteration 3F: 3 clusters Score -1544201 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1544561.500000 Penalty: 4732.554688
	Iteration 4Q: 3 clusters Score -1544562 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1544924.000000 Penalty: 4732.554688
	Iteration 5Q: 3 clusters Score -1544924 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1545293.750000 Penalty: 4732.554688
	Iteration 6F: 3 clusters Score -1545294 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1545657.500000 Penalty: 4732.554688
	Iteration 7Q: 3 clusters Score -1545658 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1546021.125000 Penalty: 4732.554688
	Iteration 8Q: 3 clusters Score -1546021 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1546431.375000 Penalty: 4732.554688
	Iteration 9Q: 3 clusters Score -1546431 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1546821.625000 Penalty: 4732.554688
	Iteration 10Q: 3 clusters Score -1546822 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1547183.875000 Penalty: 4732.554688
	Iteration 11Q: 3 clusters Score -1547184 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1547480.625000 Penalty: 4732.554688
	Iteration 12Q: 3 clusters Score -1547481 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1547719.250000 Penalty: 4732.554688
	Iteration 13Q: 3 clusters Score -1547719 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1547922.500000 Penalty: 4732.554688
	Iteration 14Q: 3 clusters Score -1547922 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1548062.000000 Penalty: 4732.554688
	Iteration 15Q: 3 clusters Score -1548062 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1548170.250000 Penalty: 4732.554688
	Iteration 16Q: 3 clusters Score -1548170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1548253.500000 Penalty: 4732.554688
	Iteration 17Q: 3 clusters Score -1548254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1548310.875000 Penalty: 4732.554688
	Iteration 18Q: 3 clusters Score -1548311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1548357.625000 Penalty: 4732.554688
	Iteration 19Q: 3 clusters Score -1548358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1548408.375000 Penalty: 4732.554688
	Iteration 20F: 3 clusters Score -1548408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1548436.250000 Penalty: 4732.554688
	Iteration 21Q: 3 clusters Score -1548436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1548464.500000 Penalty: 4732.554688
	Iteration 22Q: 3 clusters Score -1548464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1548489.250000 Penalty: 4732.554688
	Iteration 23Q: 3 clusters Score -1548489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1548507.500000 Penalty: 4732.554688
	Iteration 24Q: 3 clusters Score -1548508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1548518.500000 Penalty: 4732.554688
	Iteration 25Q: 3 clusters Score -1548518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1548525.750000 Penalty: 4732.554688
	Iteration 26Q: 3 clusters Score -1548526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1548538.125000 Penalty: 4732.554688
	Iteration 27Q: 3 clusters Score -1548538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1548541.625000 Penalty: 4732.554688
	Iteration 28Q: 3 clusters Score -1548542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1548552.000000 Penalty: 4732.554688
	Iteration 29Q: 3 clusters Score -1548552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1548561.000000 Penalty: 4732.554688
	Iteration 30Q: 3 clusters Score -1548561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1548570.125000 Penalty: 4732.554688
	Iteration 31Q: 3 clusters Score -1548570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1548571.750000 Penalty: 4732.554688
	Iteration 32Q: 3 clusters Score -1548572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1548571.000000 Penalty: 4732.554688
	Iteration 33Q: 3 clusters Score -1548571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1548572.500000 Penalty: 4732.554688
	Iteration 34Q: 3 clusters Score -1548572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1548572.500000 Penalty: 4732.554688
	Iteration 35F: 3 clusters Score -1548572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Entering Unmasked Estep 
Score: -2575715.000000 Penalty: 2509.102295
	Iteration 0F: 2 clusters Score -2575715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2558674.000000 Penalty: 5018.204590
	Iteration 0F: 3 clusters Score -2558674 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2565300.500000 Penalty: 5018.204590
	Iteration 1F: 3 clusters Score -2565300 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2566469.250000 Penalty: 5018.204590
	Iteration 2F: 3 clusters Score -2566469 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2567612.750000 Penalty: 5018.204590
	Iteration 3F: 3 clusters Score -2567613 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2568580.000000 Penalty: 5018.204590
	Iteration 4F: 3 clusters Score -2568580 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2569354.500000 Penalty: 5018.204590
	Iteration 5F: 3 clusters Score -2569354 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2569898.500000 Penalty: 5018.204590
	Iteration 6Q: 3 clusters Score -2569898 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2570328.250000 Penalty: 5018.204590
	Iteration 7Q: 3 clusters Score -2570328 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2570701.000000 Penalty: 5018.204590
	Iteration 8Q: 3 clusters Score -2570701 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2570984.000000 Penalty: 5018.204590
	Iteration 9Q: 3 clusters Score -2570984 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2571261.000000 Penalty: 5018.204590
	Iteration 10Q: 3 clusters Score -2571261 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2571491.750000 Penalty: 5018.204590
	Iteration 11Q: 3 clusters Score -2571492 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2571706.500000 Penalty: 5018.204590
	Iteration 12Q: 3 clusters Score -2571706 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2571904.000000 Penalty: 5018.204590
	Iteration 13Q: 3 clusters Score -2571904 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2572063.750000 Penalty: 5018.204590
	Iteration 14Q: 3 clusters Score -2572064 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2572201.000000 Penalty: 5018.204590
	Iteration 15Q: 3 clusters Score -2572201 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2572287.000000 Penalty: 5018.204590
	Iteration 16Q: 3 clusters Score -2572287 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2572349.750000 Penalty: 5018.204590
	Iteration 17Q: 3 clusters Score -2572350 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2572403.750000 Penalty: 5018.204590
	Iteration 18Q: 3 clusters Score -2572404 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2572452.250000 Penalty: 5018.204590
	Iteration 19Q: 3 clusters Score -2572452 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2572493.750000 Penalty: 5018.204590
	Iteration 20F: 3 clusters Score -2572494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2572501.750000 Penalty: 5018.204590
	Iteration 21Q: 3 clusters Score -2572502 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2572532.500000 Penalty: 5018.204590
	Iteration 22Q: 3 clusters Score -2572532 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2572552.500000 Penalty: 5018.204590
	Iteration 23Q: 3 clusters Score -2572552 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2572570.000000 Penalty: 5018.204590
	Iteration 24Q: 3 clusters Score -2572570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2572590.750000 Penalty: 5018.204590
	Iteration 25Q: 3 clusters Score -2572591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2572609.250000 Penalty: 5018.204590
	Iteration 26Q: 3 clusters Score -2572609 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2572629.500000 Penalty: 5018.204590
	Iteration 27Q: 3 clusters Score -2572630 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2572632.500000 Penalty: 5018.204590
	Iteration 28Q: 3 clusters Score -2572632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2572645.250000 Penalty: 5018.204590
	Iteration 29Q: 3 clusters Score -2572645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2572651.500000 Penalty: 5018.204590
	Iteration 30Q: 3 clusters Score -2572652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2572654.750000 Penalty: 5018.204590
	Iteration 31Q: 3 clusters Score -2572655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2572661.750000 Penalty: 5018.204590
	Iteration 32Q: 3 clusters Score -2572662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2572675.500000 Penalty: 5018.204590
	Iteration 33Q: 3 clusters Score -2572676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2572673.000000 Penalty: 5018.204590
	Iteration 34Q: 3 clusters Score -2572673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2572673.500000 Penalty: 5018.204590
	Iteration 35Q: 3 clusters Score -2572674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2572676.250000 Penalty: 5018.204590
	Iteration 36Q: 3 clusters Score -2572676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2572688.000000 Penalty: 5018.204590
	Iteration 37Q: 3 clusters Score -2572688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2572690.250000 Penalty: 5018.204590
	Iteration 38Q: 3 clusters Score -2572690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2572691.500000 Penalty: 5018.204590
	Iteration 39Q: 3 clusters Score -2572692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2572689.500000 Penalty: 5018.204590
	Iteration 40F: 3 clusters Score -2572690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2572690.500000 Penalty: 5018.204590
	Iteration 41Q: 3 clusters Score -2572690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2572693.750000 Penalty: 5018.204590
	Iteration 42Q: 3 clusters Score -2572694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2572707.000000 Penalty: 5018.204590
	Iteration 43Q: 3 clusters Score -2572707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2572705.500000 Penalty: 5018.204590
	Iteration 44Q: 3 clusters Score -2572706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2572706.250000 Penalty: 5018.204590
	Iteration 45Q: 3 clusters Score -2572706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2572706.500000 Penalty: 5018.204590
	Iteration 46Q: 3 clusters Score -2572706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2572713.000000 Penalty: 5018.204590
	Iteration 47Q: 3 clusters Score -2572713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2572711.000000 Penalty: 5018.204590
	Iteration 48Q: 3 clusters Score -2572711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2572713.250000 Penalty: 5018.204590
	Iteration 49Q: 3 clusters Score -2572713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2572714.750000 Penalty: 5018.204590
	Iteration 50Q: 3 clusters Score -2572715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2572713.500000 Penalty: 5018.204590
	Iteration 51Q: 3 clusters Score -2572714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2572708.250000 Penalty: 5018.204590
	Iteration 52Q: 3 clusters Score -2572708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2572712.000000 Penalty: 5018.204590
	Iteration 53Q: 3 clusters Score -2572712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2572712.750000 Penalty: 5018.204590
	Iteration 54Q: 3 clusters Score -2572713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2572711.750000 Penalty: 5018.204590
	Iteration 55Q: 3 clusters Score -2572712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2572713.750000 Penalty: 5018.204590
	Iteration 56Q: 3 clusters Score -2572714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2572711.750000 Penalty: 5018.204590
	Iteration 57Q: 3 clusters Score -2572712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2572707.500000 Penalty: 5018.204590
	Iteration 58Q: 3 clusters Score -2572708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2572711.250000 Penalty: 5018.204590
	Iteration 59Q: 3 clusters Score -2572711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2572708.750000 Penalty: 5018.204590
	Iteration 60F: 3 clusters Score -2572709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2572707.000000 Penalty: 5018.204590
	Iteration 61Q: 3 clusters Score -2572707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2572709.500000 Penalty: 5018.204590
	Iteration 62Q: 3 clusters Score -2572710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2572710.000000 Penalty: 5018.204590
	Iteration 63Q: 3 clusters Score -2572710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2572708.000000 Penalty: 5018.204590
	Iteration 64Q: 3 clusters Score -2572708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2572711.500000 Penalty: 5018.204590
	Iteration 65Q: 3 clusters Score -2572712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2572710.250000 Penalty: 5018.204590
	Iteration 66Q: 3 clusters Score -2572710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2572713.500000 Penalty: 5018.204590
	Iteration 67Q: 3 clusters Score -2572714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2572708.500000 Penalty: 5018.204590
	Iteration 68Q: 3 clusters Score -2572708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2572710.000000 Penalty: 5018.204590
	Iteration 69Q: 3 clusters Score -2572710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2572710.000000 Penalty: 5018.204590
	Iteration 70F: 3 clusters Score -2572710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -567367.687500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -567367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -562611.562500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -562611.6 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -563860.000000 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -563860 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -564155.937500 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -564155.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -564375.812500 Penalty: 4259.475098
	Iteration 3F: 3 clusters Score -564375.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -564546.187500 Penalty: 4259.475098
	Iteration 4F: 3 clusters Score -564546.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -564675.312500 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -564675.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -564787.812500 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -564787.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -564879.375000 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -564879.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -564947.437500 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -564947.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -565013.187500 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -565013.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -565077.437500 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -565077.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -565132.375000 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -565132.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -565176.812500 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -565176.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -565211.437500 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -565211.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -565244.250000 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -565244.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -565282.562500 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -565282.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -565320.062500 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -565320.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -565354.062500 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -565354.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -565396.937500 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -565396.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -565435.250000 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -565435.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -565457.625000 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -565457.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -565473.625000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -565473.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -565489.625000 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -565489.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -565507.062500 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -565507.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -565521.000000 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -565521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -565534.812500 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -565534.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -565548.687500 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -565548.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -565564.187500 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -565564.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -565574.625000 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -565574.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -565585.312500 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -565585.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -565595.250000 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -565595.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -565606.437500 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -565606.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -565616.500000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -565616.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -565628.687500 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -565628.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -565637.375000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -565637.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -565645.375000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -565645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -565651.250000 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -565651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -565656.375000 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -565656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -565661.000000 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -565661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -565665.750000 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -565665.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -565672.937500 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -565672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -565679.375000 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -565679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -565683.937500 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -565683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -565690.250000 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -565690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -565697.000000 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -565697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -565699.125000 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -565699.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -565706.937500 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -565706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -565714.625000 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -565714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -565719.250000 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -565719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -565721.750000 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -565721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -565720.750000 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -565720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -565721.312500 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -565721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -565721.437500 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -565721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -565721.437500 Penalty: 4259.475098
	Iteration 53F: 3 clusters Score -565721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Entering Unmasked Estep 
Score: -721189.375000 Penalty: 2185.363525
	Iteration 0F: 2 clusters Score -721189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -715589.812500 Penalty: 4370.727051
	Iteration 0F: 3 clusters Score -715589.8 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -717126.000000 Penalty: 4370.727051
	Iteration 1F: 3 clusters Score -717126 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -717439.625000 Penalty: 4370.727051
	Iteration 2F: 3 clusters Score -717439.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -717672.625000 Penalty: 4370.727051
	Iteration 3F: 3 clusters Score -717672.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -717862.625000 Penalty: 4370.727051
	Iteration 4Q: 3 clusters Score -717862.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -718036.125000 Penalty: 4370.727051
	Iteration 5Q: 3 clusters Score -718036.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -718198.562500 Penalty: 4370.727051
	Iteration 6Q: 3 clusters Score -718198.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -718342.250000 Penalty: 4370.727051
	Iteration 7Q: 3 clusters Score -718342.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -718483.000000 Penalty: 4370.727051
	Iteration 8Q: 3 clusters Score -718483 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -718645.625000 Penalty: 4370.727051
	Iteration 9Q: 3 clusters Score -718645.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -718801.062500 Penalty: 4370.727051
	Iteration 10Q: 3 clusters Score -718801.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -718967.500000 Penalty: 4370.727051
	Iteration 11Q: 3 clusters Score -718967.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -719128.750000 Penalty: 4370.727051
	Iteration 12Q: 3 clusters Score -719128.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -719278.250000 Penalty: 4370.727051
	Iteration 13Q: 3 clusters Score -719278.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -719384.562500 Penalty: 4370.727051
	Iteration 14Q: 3 clusters Score -719384.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -719469.312500 Penalty: 4370.727051
	Iteration 15Q: 3 clusters Score -719469.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -719531.062500 Penalty: 4370.727051
	Iteration 16Q: 3 clusters Score -719531.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -719585.250000 Penalty: 4370.727051
	Iteration 17Q: 3 clusters Score -719585.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -719622.125000 Penalty: 4370.727051
	Iteration 18Q: 3 clusters Score -719622.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -719657.750000 Penalty: 4370.727051
	Iteration 19Q: 3 clusters Score -719657.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -719684.000000 Penalty: 4370.727051
	Iteration 20F: 3 clusters Score -719684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -719706.937500 Penalty: 4370.727051
	Iteration 21Q: 3 clusters Score -719706.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -719724.437500 Penalty: 4370.727051
	Iteration 22Q: 3 clusters Score -719724.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -719739.125000 Penalty: 4370.727051
	Iteration 23Q: 3 clusters Score -719739.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -719749.187500 Penalty: 4370.727051
	Iteration 24Q: 3 clusters Score -719749.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -719758.375000 Penalty: 4370.727051
	Iteration 25Q: 3 clusters Score -719758.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -719766.250000 Penalty: 4370.727051
	Iteration 26Q: 3 clusters Score -719766.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -719772.687500 Penalty: 4370.727051
	Iteration 27Q: 3 clusters Score -719772.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -719775.500000 Penalty: 4370.727051
	Iteration 28Q: 3 clusters Score -719775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -719778.000000 Penalty: 4370.727051
	Iteration 29Q: 3 clusters Score -719778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -719780.187500 Penalty: 4370.727051
	Iteration 30Q: 3 clusters Score -719780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -719782.437500 Penalty: 4370.727051
	Iteration 31Q: 3 clusters Score -719782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -719781.437500 Penalty: 4370.727051
	Iteration 32Q: 3 clusters Score -719781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -719781.437500 Penalty: 4370.727051
	Iteration 33F: 3 clusters Score -719781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32517.833984 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32517.83 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 167 members 
Entering Unmasked Estep 
Score: -31191.531250 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -31191.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31302.343750 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31302.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31360.480469 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31360.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31390.410156 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31390.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31399.849609 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31399.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31402.000000 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -31402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31402.000000 Penalty: 2877.850586
	Iteration 6F: 3 clusters Score -31402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -778347.500000 Penalty: 2189.212158
	Iteration 0F: 2 clusters Score -778347.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -772730.000000 Penalty: 4378.424316
	Iteration 0F: 3 clusters Score -772730 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -774201.437500 Penalty: 4378.424316
	Iteration 1F: 3 clusters Score -774201.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -774423.375000 Penalty: 4378.424316
	Iteration 2F: 3 clusters Score -774423.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -774574.937500 Penalty: 4378.424316
	Iteration 3Q: 3 clusters Score -774574.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -774700.187500 Penalty: 4378.424316
	Iteration 4Q: 3 clusters Score -774700.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -774809.125000 Penalty: 4378.424316
	Iteration 5Q: 3 clusters Score -774809.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -774911.375000 Penalty: 4378.424316
	Iteration 6Q: 3 clusters Score -774911.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -775015.062500 Penalty: 4378.424316
	Iteration 7Q: 3 clusters Score -775015.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -775124.500000 Penalty: 4378.424316
	Iteration 8Q: 3 clusters Score -775124.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -775252.000000 Penalty: 4378.424316
	Iteration 9Q: 3 clusters Score -775252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -775365.187500 Penalty: 4378.424316
	Iteration 10Q: 3 clusters Score -775365.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -775486.125000 Penalty: 4378.424316
	Iteration 11Q: 3 clusters Score -775486.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -775603.812500 Penalty: 4378.424316
	Iteration 12Q: 3 clusters Score -775603.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -775702.187500 Penalty: 4378.424316
	Iteration 13Q: 3 clusters Score -775702.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -775784.062500 Penalty: 4378.424316
	Iteration 14Q: 3 clusters Score -775784.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -775848.750000 Penalty: 4378.424316
	Iteration 15Q: 3 clusters Score -775848.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -775903.500000 Penalty: 4378.424316
	Iteration 16Q: 3 clusters Score -775903.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -775953.562500 Penalty: 4378.424316
	Iteration 17Q: 3 clusters Score -775953.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -776005.625000 Penalty: 4378.424316
	Iteration 18Q: 3 clusters Score -776005.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -776046.437500 Penalty: 4378.424316
	Iteration 19Q: 3 clusters Score -776046.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -776077.937500 Penalty: 4378.424316
	Iteration 20F: 3 clusters Score -776077.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -776109.875000 Penalty: 4378.424316
	Iteration 21Q: 3 clusters Score -776109.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -776130.812500 Penalty: 4378.424316
	Iteration 22Q: 3 clusters Score -776130.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -776149.437500 Penalty: 4378.424316
	Iteration 23Q: 3 clusters Score -776149.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -776168.000000 Penalty: 4378.424316
	Iteration 24Q: 3 clusters Score -776168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -776193.687500 Penalty: 4378.424316
	Iteration 25Q: 3 clusters Score -776193.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -776213.625000 Penalty: 4378.424316
	Iteration 26Q: 3 clusters Score -776213.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -776230.687500 Penalty: 4378.424316
	Iteration 27Q: 3 clusters Score -776230.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -776243.500000 Penalty: 4378.424316
	Iteration 28Q: 3 clusters Score -776243.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -776261.625000 Penalty: 4378.424316
	Iteration 29Q: 3 clusters Score -776261.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -776272.625000 Penalty: 4378.424316
	Iteration 30Q: 3 clusters Score -776272.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -776280.687500 Penalty: 4378.424316
	Iteration 31Q: 3 clusters Score -776280.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -776288.250000 Penalty: 4378.424316
	Iteration 32Q: 3 clusters Score -776288.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -776298.062500 Penalty: 4378.424316
	Iteration 33Q: 3 clusters Score -776298.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -776303.625000 Penalty: 4378.424316
	Iteration 34Q: 3 clusters Score -776303.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -776311.125000 Penalty: 4378.424316
	Iteration 35Q: 3 clusters Score -776311.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -776316.937500 Penalty: 4378.424316
	Iteration 36Q: 3 clusters Score -776316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -776320.312500 Penalty: 4378.424316
	Iteration 37Q: 3 clusters Score -776320.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -776324.062500 Penalty: 4378.424316
	Iteration 38Q: 3 clusters Score -776324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -776327.062500 Penalty: 4378.424316
	Iteration 39Q: 3 clusters Score -776327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -776329.125000 Penalty: 4378.424316
	Iteration 40F: 3 clusters Score -776329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -776329.187500 Penalty: 4378.424316
	Iteration 41Q: 3 clusters Score -776329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -776332.062500 Penalty: 4378.424316
	Iteration 42Q: 3 clusters Score -776332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -776331.812500 Penalty: 4378.424316
	Iteration 43Q: 3 clusters Score -776331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -776331.812500 Penalty: 4378.424316
	Iteration 44F: 3 clusters Score -776331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Entering Unmasked Estep 
Score: -449906.468750 Penalty: 2098.654053
	Iteration 0F: 2 clusters Score -449906.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -445522.343750 Penalty: 4197.308105
	Iteration 0F: 3 clusters Score -445522.3 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -446710.562500 Penalty: 4197.308105
	Iteration 1F: 3 clusters Score -446710.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -447096.250000 Penalty: 4197.308105
	Iteration 2F: 3 clusters Score -447096.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -447549.312500 Penalty: 4197.308105
	Iteration 3F: 3 clusters Score -447549.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -447939.593750 Penalty: 4197.308105
	Iteration 4F: 3 clusters Score -447939.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -448278.843750 Penalty: 4197.308105
	Iteration 5F: 3 clusters Score -448278.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -448559.187500 Penalty: 4197.308105
	Iteration 6F: 3 clusters Score -448559.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -448798.937500 Penalty: 4197.308105
	Iteration 7Q: 3 clusters Score -448798.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -448990.750000 Penalty: 4197.308105
	Iteration 8Q: 3 clusters Score -448990.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -449135.968750 Penalty: 4197.308105
	Iteration 9Q: 3 clusters Score -449136 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -449219.406250 Penalty: 4197.308105
	Iteration 10Q: 3 clusters Score -449219.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -449285.250000 Penalty: 4197.308105
	Iteration 11Q: 3 clusters Score -449285.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -449349.875000 Penalty: 4197.308105
	Iteration 12Q: 3 clusters Score -449349.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -449407.156250 Penalty: 4197.308105
	Iteration 13Q: 3 clusters Score -449407.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -449482.312500 Penalty: 4197.308105
	Iteration 14Q: 3 clusters Score -449482.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -449546.406250 Penalty: 4197.308105
	Iteration 15Q: 3 clusters Score -449546.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -449601.906250 Penalty: 4197.308105
	Iteration 16Q: 3 clusters Score -449601.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -449655.812500 Penalty: 4197.308105
	Iteration 17Q: 3 clusters Score -449655.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -449711.125000 Penalty: 4197.308105
	Iteration 18Q: 3 clusters Score -449711.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -449744.812500 Penalty: 4197.308105
	Iteration 19Q: 3 clusters Score -449744.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -449762.656250 Penalty: 4197.308105
	Iteration 20F: 3 clusters Score -449762.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -449778.718750 Penalty: 4197.308105
	Iteration 21Q: 3 clusters Score -449778.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -449792.625000 Penalty: 4197.308105
	Iteration 22Q: 3 clusters Score -449792.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -449808.656250 Penalty: 4197.308105
	Iteration 23Q: 3 clusters Score -449808.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -449821.406250 Penalty: 4197.308105
	Iteration 24Q: 3 clusters Score -449821.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -449828.375000 Penalty: 4197.308105
	Iteration 25Q: 3 clusters Score -449828.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -449836.000000 Penalty: 4197.308105
	Iteration 26Q: 3 clusters Score -449836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -449838.687500 Penalty: 4197.308105
	Iteration 27Q: 3 clusters Score -449838.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -449838.906250 Penalty: 4197.308105
	Iteration 28Q: 3 clusters Score -449838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -449842.218750 Penalty: 4197.308105
	Iteration 29Q: 3 clusters Score -449842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -449844.593750 Penalty: 4197.308105
	Iteration 30Q: 3 clusters Score -449844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -449846.750000 Penalty: 4197.308105
	Iteration 31Q: 3 clusters Score -449846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -449847.875000 Penalty: 4197.308105
	Iteration 32Q: 3 clusters Score -449847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -449850.031250 Penalty: 4197.308105
	Iteration 33Q: 3 clusters Score -449850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -449853.000000 Penalty: 4197.308105
	Iteration 34Q: 3 clusters Score -449853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -449853.437500 Penalty: 4197.308105
	Iteration 35Q: 3 clusters Score -449853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -449857.437500 Penalty: 4197.308105
	Iteration 36Q: 3 clusters Score -449857.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -449858.281250 Penalty: 4197.308105
	Iteration 37Q: 3 clusters Score -449858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -449859.531250 Penalty: 4197.308105
	Iteration 38Q: 3 clusters Score -449859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -449859.531250 Penalty: 4197.308105
	Iteration 39F: 3 clusters Score -449859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (38370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Entering Unmasked Estep 
Score: -4050095.750000 Penalty: 2617.647705
	Iteration 0F: 2 clusters Score -4050096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4024089.000000 Penalty: 5235.295410
	Iteration 0F: 3 clusters Score -4024089 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4034350.000000 Penalty: 5235.295410
	Iteration 1F: 3 clusters Score -4034350 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4035401.250000 Penalty: 5235.295410
	Iteration 2F: 3 clusters Score -4035401 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4036586.250000 Penalty: 5235.295410
	Iteration 3F: 3 clusters Score -4036586 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4037911.750000 Penalty: 5235.295410
	Iteration 4F: 3 clusters Score -4037912 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4039383.500000 Penalty: 5235.295410
	Iteration 5F: 3 clusters Score -4039384 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4040825.500000 Penalty: 5235.295410
	Iteration 6F: 3 clusters Score -4040826 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4042018.000000 Penalty: 5235.295410
	Iteration 7F: 3 clusters Score -4042018 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -4043015.000000 Penalty: 5235.295410
	Iteration 8Q: 3 clusters Score -4043015 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -4043745.500000 Penalty: 5235.295410
	Iteration 9Q: 3 clusters Score -4043746 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4044244.750000 Penalty: 5235.295410
	Iteration 10Q: 3 clusters Score -4044245 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -4044668.750000 Penalty: 5235.295410
	Iteration 11Q: 3 clusters Score -4044669 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -4045006.750000 Penalty: 5235.295410
	Iteration 12Q: 3 clusters Score -4045007 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4045257.500000 Penalty: 5235.295410
	Iteration 13Q: 3 clusters Score -4045258 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -4045441.750000 Penalty: 5235.295410
	Iteration 14Q: 3 clusters Score -4045442 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -4045647.750000 Penalty: 5235.295410
	Iteration 15Q: 3 clusters Score -4045648 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4045839.500000 Penalty: 5235.295410
	Iteration 16Q: 3 clusters Score -4045840 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4046025.250000 Penalty: 5235.295410
	Iteration 17Q: 3 clusters Score -4046025 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -4046202.250000 Penalty: 5235.295410
	Iteration 18Q: 3 clusters Score -4046202 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -4046401.250000 Penalty: 5235.295410
	Iteration 19Q: 3 clusters Score -4046401 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4046604.500000 Penalty: 5235.295410
	Iteration 20F: 3 clusters Score -4046604 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -4046802.500000 Penalty: 5235.295410
	Iteration 21Q: 3 clusters Score -4046802 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -4046954.500000 Penalty: 5235.295410
	Iteration 22Q: 3 clusters Score -4046954 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4047130.250000 Penalty: 5235.295410
	Iteration 23Q: 3 clusters Score -4047130 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4047300.500000 Penalty: 5235.295410
	Iteration 24Q: 3 clusters Score -4047300 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4047496.000000 Penalty: 5235.295410
	Iteration 25Q: 3 clusters Score -4047496 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4047710.750000 Penalty: 5235.295410
	Iteration 26Q: 3 clusters Score -4047711 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4047899.250000 Penalty: 5235.295410
	Iteration 27Q: 3 clusters Score -4047899 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4048081.250000 Penalty: 5235.295410
	Iteration 28Q: 3 clusters Score -4048081 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4048204.000000 Penalty: 5235.295410
	Iteration 29Q: 3 clusters Score -4048204 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4048294.250000 Penalty: 5235.295410
	Iteration 30Q: 3 clusters Score -4048294 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4048394.000000 Penalty: 5235.295410
	Iteration 31Q: 3 clusters Score -4048394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4048475.500000 Penalty: 5235.295410
	Iteration 32Q: 3 clusters Score -4048476 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4048540.000000 Penalty: 5235.295410
	Iteration 33Q: 3 clusters Score -4048540 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4048587.750000 Penalty: 5235.295410
	Iteration 34Q: 3 clusters Score -4048588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4048633.250000 Penalty: 5235.295410
	Iteration 35Q: 3 clusters Score -4048633 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4048677.500000 Penalty: 5235.295410
	Iteration 36Q: 3 clusters Score -4048678 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4048708.250000 Penalty: 5235.295410
	Iteration 37Q: 3 clusters Score -4048708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4048727.250000 Penalty: 5235.295410
	Iteration 38Q: 3 clusters Score -4048727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4048752.250000 Penalty: 5235.295410
	Iteration 39Q: 3 clusters Score -4048752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4048770.000000 Penalty: 5235.295410
	Iteration 40F: 3 clusters Score -4048770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4048779.250000 Penalty: 5235.295410
	Iteration 41Q: 3 clusters Score -4048779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4048793.250000 Penalty: 5235.295410
	Iteration 42Q: 3 clusters Score -4048793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4048793.000000 Penalty: 5235.295410
	Iteration 43Q: 3 clusters Score -4048793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4048799.500000 Penalty: 5235.295410
	Iteration 44Q: 3 clusters Score -4048800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4048805.250000 Penalty: 5235.295410
	Iteration 45Q: 3 clusters Score -4048805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4048818.750000 Penalty: 5235.295410
	Iteration 46Q: 3 clusters Score -4048819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4048828.000000 Penalty: 5235.295410
	Iteration 47Q: 3 clusters Score -4048828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4048839.500000 Penalty: 5235.295410
	Iteration 48Q: 3 clusters Score -4048840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4048850.250000 Penalty: 5235.295410
	Iteration 49Q: 3 clusters Score -4048850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4048848.250000 Penalty: 5235.295410
	Iteration 50Q: 3 clusters Score -4048848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4048851.750000 Penalty: 5235.295410
	Iteration 51Q: 3 clusters Score -4048852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4048874.000000 Penalty: 5235.295410
	Iteration 52Q: 3 clusters Score -4048874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4048877.500000 Penalty: 5235.295410
	Iteration 53Q: 3 clusters Score -4048878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4048882.250000 Penalty: 5235.295410
	Iteration 54Q: 3 clusters Score -4048882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4048899.750000 Penalty: 5235.295410
	Iteration 55Q: 3 clusters Score -4048900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4048903.000000 Penalty: 5235.295410
	Iteration 56Q: 3 clusters Score -4048903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4048908.750000 Penalty: 5235.295410
	Iteration 57Q: 3 clusters Score -4048909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4048913.250000 Penalty: 5235.295410
	Iteration 58Q: 3 clusters Score -4048913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4048913.750000 Penalty: 5235.295410
	Iteration 59Q: 3 clusters Score -4048914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4048913.750000 Penalty: 5235.295410
	Iteration 60F: 3 clusters Score -4048914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (40218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Entering Unmasked Estep 
Score: -4580752.000000 Penalty: 2629.313232
	Iteration 0F: 2 clusters Score -4580752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4553382.500000 Penalty: 5258.626465
	Iteration 0F: 3 clusters Score -4553382 nChanged 18440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4563577.500000 Penalty: 5258.626465
	Iteration 1F: 3 clusters Score -4563578 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4564352.000000 Penalty: 5258.626465
	Iteration 2Q: 3 clusters Score -4564352 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4565297.500000 Penalty: 5258.626465
	Iteration 3Q: 3 clusters Score -4565298 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4566441.500000 Penalty: 5258.626465
	Iteration 4F: 3 clusters Score -4566442 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4567816.000000 Penalty: 5258.626465
	Iteration 5F: 3 clusters Score -4567816 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4569383.500000 Penalty: 5258.626465
	Iteration 6F: 3 clusters Score -4569384 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4570977.500000 Penalty: 5258.626465
	Iteration 7F: 3 clusters Score -4570978 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -4572711.000000 Penalty: 5258.626465
	Iteration 8F: 3 clusters Score -4572711 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4574605.500000 Penalty: 5258.626465
	Iteration 9F: 3 clusters Score -4574606 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -4576795.500000 Penalty: 5258.626465
	Iteration 10F: 3 clusters Score -4576796 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -4579147.000000 Penalty: 5258.626465
	Iteration 11Q: 3 clusters Score -4579147 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4580687.500000 Penalty: 5258.626465
	Iteration 12Q: 3 clusters Score -4580688 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -4581346.500000 Penalty: 5258.626465
	Iteration 13Q: 3 clusters Score -4581346 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4581595.000000 Penalty: 5258.626465
	Iteration 14Q: 3 clusters Score -4581595 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4581674.500000 Penalty: 5258.626465
	Iteration 15Q: 3 clusters Score -4581674 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4581749.000000 Penalty: 5258.626465
	Iteration 16Q: 3 clusters Score -4581749 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4581765.500000 Penalty: 5258.626465
	Iteration 17Q: 3 clusters Score -4581766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -4581767.000000 Penalty: 5258.626465
	Iteration 18Q: 3 clusters Score -4581767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -4581788.500000 Penalty: 5258.626465
	Iteration 19Q: 3 clusters Score -4581788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4581794.000000 Penalty: 5258.626465
	Iteration 20F: 3 clusters Score -4581794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4581785.000000 Penalty: 5258.626465
	Iteration 21Q: 3 clusters Score -4581785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4581808.000000 Penalty: 5258.626465
	Iteration 22Q: 3 clusters Score -4581808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4581809.500000 Penalty: 5258.626465
	Iteration 23Q: 3 clusters Score -4581810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4581802.000000 Penalty: 5258.626465
	Iteration 24Q: 3 clusters Score -4581802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -4581795.000000 Penalty: 5258.626465
	Iteration 25Q: 3 clusters Score -4581795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -4581790.500000 Penalty: 5258.626465
	Iteration 26Q: 3 clusters Score -4581790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -4581790.000000 Penalty: 5258.626465
	Iteration 27Q: 3 clusters Score -4581790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4581794.000000 Penalty: 5258.626465
	Iteration 28Q: 3 clusters Score -4581794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4581796.500000 Penalty: 5258.626465
	Iteration 29Q: 3 clusters Score -4581796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4581791.500000 Penalty: 5258.626465
	Iteration 30Q: 3 clusters Score -4581792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4581791.500000 Penalty: 5258.626465
	Iteration 31F: 3 clusters Score -4581792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 52698 members 
Mstep: Class 4 contains 213953 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37169 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108443 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 128325 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13618 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24845 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10818 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5872 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38370 members 
Mstep: Class 47 contains 29740 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8053 members 
Mstep: Class 54 contains 10238 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 14992 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8233 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3871 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25235 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 10478 members 
Entering Unmasked Estep 
Score: -139309264.000000 Penalty: 247769.875000
Splitting cluster 47 changes total score from -139309248.000000 to -139309264.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 48 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -447516.781250 Penalty: 2094.373047
	Iteration 0F: 2 clusters Score -447516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -443170.625000 Penalty: 4188.746094
	Iteration 0F: 3 clusters Score -443170.6 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -444358.500000 Penalty: 4188.746094
	Iteration 1F: 3 clusters Score -444358.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -444758.375000 Penalty: 4188.746094
	Iteration 2F: 3 clusters Score -444758.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -445132.843750 Penalty: 4188.746094
	Iteration 3F: 3 clusters Score -445132.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -445492.406250 Penalty: 4188.746094
	Iteration 4F: 3 clusters Score -445492.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -445805.250000 Penalty: 4188.746094
	Iteration 5F: 3 clusters Score -445805.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -446068.656250 Penalty: 4188.746094
	Iteration 6Q: 3 clusters Score -446068.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -446272.906250 Penalty: 4188.746094
	Iteration 7Q: 3 clusters Score -446272.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -446381.406250 Penalty: 4188.746094
	Iteration 8Q: 3 clusters Score -446381.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -446443.656250 Penalty: 4188.746094
	Iteration 9Q: 3 clusters Score -446443.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -446487.125000 Penalty: 4188.746094
	Iteration 10Q: 3 clusters Score -446487.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -446515.500000 Penalty: 4188.746094
	Iteration 11Q: 3 clusters Score -446515.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -446533.781250 Penalty: 4188.746094
	Iteration 12Q: 3 clusters Score -446533.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -446545.625000 Penalty: 4188.746094
	Iteration 13Q: 3 clusters Score -446545.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -446554.625000 Penalty: 4188.746094
	Iteration 14Q: 3 clusters Score -446554.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -446563.093750 Penalty: 4188.746094
	Iteration 15Q: 3 clusters Score -446563.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -446566.250000 Penalty: 4188.746094
	Iteration 16Q: 3 clusters Score -446566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -446570.906250 Penalty: 4188.746094
	Iteration 17Q: 3 clusters Score -446570.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -446578.781250 Penalty: 4188.746094
	Iteration 18Q: 3 clusters Score -446578.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -446586.062500 Penalty: 4188.746094
	Iteration 19Q: 3 clusters Score -446586.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -446590.968750 Penalty: 4188.746094
	Iteration 20F: 3 clusters Score -446591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -446598.906250 Penalty: 4188.746094
	Iteration 21Q: 3 clusters Score -446598.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -446602.968750 Penalty: 4188.746094
	Iteration 22Q: 3 clusters Score -446603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -446607.750000 Penalty: 4188.746094
	Iteration 23Q: 3 clusters Score -446607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -446610.687500 Penalty: 4188.746094
	Iteration 24Q: 3 clusters Score -446610.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -446615.437500 Penalty: 4188.746094
	Iteration 25Q: 3 clusters Score -446615.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -446619.343750 Penalty: 4188.746094
	Iteration 26Q: 3 clusters Score -446619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -446621.343750 Penalty: 4188.746094
	Iteration 27Q: 3 clusters Score -446621.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -446624.625000 Penalty: 4188.746094
	Iteration 28Q: 3 clusters Score -446624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -446627.750000 Penalty: 4188.746094
	Iteration 29Q: 3 clusters Score -446627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -446628.187500 Penalty: 4188.746094
	Iteration 30Q: 3 clusters Score -446628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -446629.437500 Penalty: 4188.746094
	Iteration 31Q: 3 clusters Score -446629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -446630.000000 Penalty: 4188.746094
	Iteration 32Q: 3 clusters Score -446630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -446630.000000 Penalty: 4188.746094
	Iteration 33F: 3 clusters Score -446630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -525808.875000 Penalty: 2108.465332
	Iteration 0F: 2 clusters Score -525808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -521361.250000 Penalty: 4216.930664
	Iteration 0F: 3 clusters Score -521361.2 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -522399.812500 Penalty: 4216.930664
	Iteration 1F: 3 clusters Score -522399.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -522600.250000 Penalty: 4216.930664
	Iteration 2F: 3 clusters Score -522600.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -522711.312500 Penalty: 4216.930664
	Iteration 3Q: 3 clusters Score -522711.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -522783.437500 Penalty: 4216.930664
	Iteration 4Q: 3 clusters Score -522783.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -522839.125000 Penalty: 4216.930664
	Iteration 5Q: 3 clusters Score -522839.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -522886.812500 Penalty: 4216.930664
	Iteration 6Q: 3 clusters Score -522886.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -522931.437500 Penalty: 4216.930664
	Iteration 7Q: 3 clusters Score -522931.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -522970.218750 Penalty: 4216.930664
	Iteration 8Q: 3 clusters Score -522970.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -523011.812500 Penalty: 4216.930664
	Iteration 9Q: 3 clusters Score -523011.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -523055.187500 Penalty: 4216.930664
	Iteration 10Q: 3 clusters Score -523055.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -523096.500000 Penalty: 4216.930664
	Iteration 11Q: 3 clusters Score -523096.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -523142.875000 Penalty: 4216.930664
	Iteration 12Q: 3 clusters Score -523142.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -523184.875000 Penalty: 4216.930664
	Iteration 13Q: 3 clusters Score -523184.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -523226.968750 Penalty: 4216.930664
	Iteration 14Q: 3 clusters Score -523227 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -523273.562500 Penalty: 4216.930664
	Iteration 15Q: 3 clusters Score -523273.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -523328.781250 Penalty: 4216.930664
	Iteration 16Q: 3 clusters Score -523328.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -523380.500000 Penalty: 4216.930664
	Iteration 17Q: 3 clusters Score -523380.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -523436.343750 Penalty: 4216.930664
	Iteration 18Q: 3 clusters Score -523436.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -523477.031250 Penalty: 4216.930664
	Iteration 19Q: 3 clusters Score -523477 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -523518.750000 Penalty: 4216.930664
	Iteration 20F: 3 clusters Score -523518.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -523560.781250 Penalty: 4216.930664
	Iteration 21Q: 3 clusters Score -523560.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -523593.625000 Penalty: 4216.930664
	Iteration 22Q: 3 clusters Score -523593.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -523628.500000 Penalty: 4216.930664
	Iteration 23Q: 3 clusters Score -523628.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -523657.687500 Penalty: 4216.930664
	Iteration 24Q: 3 clusters Score -523657.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -523678.718750 Penalty: 4216.930664
	Iteration 25Q: 3 clusters Score -523678.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -523695.187500 Penalty: 4216.930664
	Iteration 26Q: 3 clusters Score -523695.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -523710.062500 Penalty: 4216.930664
	Iteration 27Q: 3 clusters Score -523710.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -523724.437500 Penalty: 4216.930664
	Iteration 28Q: 3 clusters Score -523724.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -523741.531250 Penalty: 4216.930664
	Iteration 29Q: 3 clusters Score -523741.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -523761.218750 Penalty: 4216.930664
	Iteration 30Q: 3 clusters Score -523761.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -523774.093750 Penalty: 4216.930664
	Iteration 31Q: 3 clusters Score -523774.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -523787.250000 Penalty: 4216.930664
	Iteration 32Q: 3 clusters Score -523787.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -523803.437500 Penalty: 4216.930664
	Iteration 33Q: 3 clusters Score -523803.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -523814.031250 Penalty: 4216.930664
	Iteration 34Q: 3 clusters Score -523814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -523823.437500 Penalty: 4216.930664
	Iteration 35Q: 3 clusters Score -523823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -523827.875000 Penalty: 4216.930664
	Iteration 36Q: 3 clusters Score -523827.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -523834.468750 Penalty: 4216.930664
	Iteration 37Q: 3 clusters Score -523834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -523839.593750 Penalty: 4216.930664
	Iteration 38Q: 3 clusters Score -523839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -523840.375000 Penalty: 4216.930664
	Iteration 39Q: 3 clusters Score -523840.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -523842.656250 Penalty: 4216.930664
	Iteration 40F: 3 clusters Score -523842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -523844.750000 Penalty: 4216.930664
	Iteration 41Q: 3 clusters Score -523844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -523845.312500 Penalty: 4216.930664
	Iteration 42Q: 3 clusters Score -523845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -523846.750000 Penalty: 4216.930664
	Iteration 43Q: 3 clusters Score -523846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -523849.156250 Penalty: 4216.930664
	Iteration 44Q: 3 clusters Score -523849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -523852.187500 Penalty: 4216.930664
	Iteration 45Q: 3 clusters Score -523852.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -523854.281250 Penalty: 4216.930664
	Iteration 46Q: 3 clusters Score -523854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -523854.656250 Penalty: 4216.930664
	Iteration 47Q: 3 clusters Score -523854.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -523854.656250 Penalty: 4216.930664
	Iteration 48F: 3 clusters Score -523854.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -23188.998047 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22064.181641 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22064.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22121.365234 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22121.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22146.244141 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22146.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22153.062500 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -22153.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22153.062500 Penalty: 2692.955322
	Iteration 4F: 3 clusters Score -22153.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -19134.031250 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -19134.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17982.130859 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -17982.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18162.117188 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -18162.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18244.376953 Penalty: 2752.341797
	Iteration 2F: 3 clusters Score -18244.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18279.865234 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -18279.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18289.912109 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -18289.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18332.869141 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -18332.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18332.869141 Penalty: 2752.341797
	Iteration 6F: 3 clusters Score -18332.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -350016.718750 Penalty: 2001.739746
	Iteration 0F: 2 clusters Score -350016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -346629.812500 Penalty: 4003.479492
	Iteration 0F: 3 clusters Score -346629.8 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -347383.281250 Penalty: 4003.479492
	Iteration 1F: 3 clusters Score -347383.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -347586.031250 Penalty: 4003.479492
	Iteration 2F: 3 clusters Score -347586 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -347726.812500 Penalty: 4003.479492
	Iteration 3F: 3 clusters Score -347726.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -347816.468750 Penalty: 4003.479492
	Iteration 4Q: 3 clusters Score -347816.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -347921.406250 Penalty: 4003.479492
	Iteration 5Q: 3 clusters Score -347921.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -348037.843750 Penalty: 4003.479492
	Iteration 6Q: 3 clusters Score -348037.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -348154.218750 Penalty: 4003.479492
	Iteration 7Q: 3 clusters Score -348154.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -348280.218750 Penalty: 4003.479492
	Iteration 8Q: 3 clusters Score -348280.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -348419.968750 Penalty: 4003.479492
	Iteration 9Q: 3 clusters Score -348420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -348541.843750 Penalty: 4003.479492
	Iteration 10Q: 3 clusters Score -348541.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -348649.375000 Penalty: 4003.479492
	Iteration 11Q: 3 clusters Score -348649.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -348714.750000 Penalty: 4003.479492
	Iteration 12Q: 3 clusters Score -348714.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -348756.156250 Penalty: 4003.479492
	Iteration 13Q: 3 clusters Score -348756.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -348801.968750 Penalty: 4003.479492
	Iteration 14Q: 3 clusters Score -348802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -348830.000000 Penalty: 4003.479492
	Iteration 15Q: 3 clusters Score -348830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -348844.875000 Penalty: 4003.479492
	Iteration 16Q: 3 clusters Score -348844.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -348859.281250 Penalty: 4003.479492
	Iteration 17Q: 3 clusters Score -348859.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -348866.312500 Penalty: 4003.479492
	Iteration 18Q: 3 clusters Score -348866.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -348871.593750 Penalty: 4003.479492
	Iteration 19Q: 3 clusters Score -348871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -348876.312500 Penalty: 4003.479492
	Iteration 20F: 3 clusters Score -348876.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -348879.062500 Penalty: 4003.479492
	Iteration 21Q: 3 clusters Score -348879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -348880.437500 Penalty: 4003.479492
	Iteration 22Q: 3 clusters Score -348880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -348881.937500 Penalty: 4003.479492
	Iteration 23Q: 3 clusters Score -348881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -348883.312500 Penalty: 4003.479492
	Iteration 24Q: 3 clusters Score -348883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -348884.187500 Penalty: 4003.479492
	Iteration 25Q: 3 clusters Score -348884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -348885.937500 Penalty: 4003.479492
	Iteration 26Q: 3 clusters Score -348885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -348886.531250 Penalty: 4003.479492
	Iteration 27Q: 3 clusters Score -348886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -348886.531250 Penalty: 4003.479492
	Iteration 28F: 3 clusters Score -348886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -892800.000000 Penalty: 2230.462402
	Iteration 0F: 2 clusters Score -892800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -886387.062500 Penalty: 4460.924805
	Iteration 0F: 3 clusters Score -886387.1 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -888258.687500 Penalty: 4460.924805
	Iteration 1F: 3 clusters Score -888258.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -888707.375000 Penalty: 4460.924805
	Iteration 2F: 3 clusters Score -888707.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -889243.375000 Penalty: 4460.924805
	Iteration 3F: 3 clusters Score -889243.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -889819.500000 Penalty: 4460.924805
	Iteration 4F: 3 clusters Score -889819.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -890406.187500 Penalty: 4460.924805
	Iteration 5F: 3 clusters Score -890406.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -890978.937500 Penalty: 4460.924805
	Iteration 6F: 3 clusters Score -890978.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -891511.062500 Penalty: 4460.924805
	Iteration 7F: 3 clusters Score -891511.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -891847.937500 Penalty: 4460.924805
	Iteration 8Q: 3 clusters Score -891847.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -892068.937500 Penalty: 4460.924805
	Iteration 9Q: 3 clusters Score -892068.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -892206.812500 Penalty: 4460.924805
	Iteration 10Q: 3 clusters Score -892206.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -892280.250000 Penalty: 4460.924805
	Iteration 11Q: 3 clusters Score -892280.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -892322.000000 Penalty: 4460.924805
	Iteration 12Q: 3 clusters Score -892322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -892355.250000 Penalty: 4460.924805
	Iteration 13Q: 3 clusters Score -892355.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -892374.750000 Penalty: 4460.924805
	Iteration 14Q: 3 clusters Score -892374.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -892392.375000 Penalty: 4460.924805
	Iteration 15Q: 3 clusters Score -892392.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -892409.500000 Penalty: 4460.924805
	Iteration 16Q: 3 clusters Score -892409.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -892435.250000 Penalty: 4460.924805
	Iteration 17Q: 3 clusters Score -892435.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -892455.437500 Penalty: 4460.924805
	Iteration 18Q: 3 clusters Score -892455.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -892491.187500 Penalty: 4460.924805
	Iteration 19Q: 3 clusters Score -892491.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -892541.750000 Penalty: 4460.924805
	Iteration 20F: 3 clusters Score -892541.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -892640.875000 Penalty: 4460.924805
	Iteration 21Q: 3 clusters Score -892640.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -892768.375000 Penalty: 4460.924805
	Iteration 22Q: 3 clusters Score -892768.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -892859.937500 Penalty: 4460.924805
	Iteration 23Q: 3 clusters Score -892859.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -892898.625000 Penalty: 4460.924805
	Iteration 24Q: 3 clusters Score -892898.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -892913.937500 Penalty: 4460.924805
	Iteration 25Q: 3 clusters Score -892913.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -892920.375000 Penalty: 4460.924805
	Iteration 26Q: 3 clusters Score -892920.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -892924.312500 Penalty: 4460.924805
	Iteration 27Q: 3 clusters Score -892924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -892929.500000 Penalty: 4460.924805
	Iteration 28Q: 3 clusters Score -892929.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -892930.375000 Penalty: 4460.924805
	Iteration 29Q: 3 clusters Score -892930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -892931.562500 Penalty: 4460.924805
	Iteration 30Q: 3 clusters Score -892931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -892930.750000 Penalty: 4460.924805
	Iteration 31Q: 3 clusters Score -892930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -892931.187500 Penalty: 4460.924805
	Iteration 32Q: 3 clusters Score -892931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -892934.500000 Penalty: 4460.924805
	Iteration 33Q: 3 clusters Score -892934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -892933.437500 Penalty: 4460.924805
	Iteration 34Q: 3 clusters Score -892933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -892936.312500 Penalty: 4460.924805
	Iteration 35Q: 3 clusters Score -892936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -892936.625000 Penalty: 4460.924805
	Iteration 36Q: 3 clusters Score -892936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -892938.062500 Penalty: 4460.924805
	Iteration 37Q: 3 clusters Score -892938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -892937.312500 Penalty: 4460.924805
	Iteration 38Q: 3 clusters Score -892937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -892938.875000 Penalty: 4460.924805
	Iteration 39Q: 3 clusters Score -892938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -892938.875000 Penalty: 4460.924805
	Iteration 40F: 3 clusters Score -892938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 52698 members 
Mstep: Class 4 contains 213953 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37169 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108443 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 128325 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13618 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24845 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10818 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5872 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38370 members 
Mstep: Class 47 contains 29740 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 1975 members 
Mstep: Class 54 contains 10238 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 14992 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8233 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3871 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25235 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 10478 members 
Mstep: Class 72 contains 6078 members 
Entering Unmasked Estep 
Score: -139308240.000000 Penalty: 251259.593750
Splitting cluster 53 changes total score from -139309248.000000 to -139308240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (10238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Entering Unmasked Estep 
Score: -1117155.250000 Penalty: 2289.997803
	Iteration 0F: 2 clusters Score -1117155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1109334.625000 Penalty: 4579.995605
	Iteration 0F: 3 clusters Score -1109335 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1111735.625000 Penalty: 4579.995605
	Iteration 1F: 3 clusters Score -1111736 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1112190.750000 Penalty: 4579.995605
	Iteration 2F: 3 clusters Score -1112191 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1112698.875000 Penalty: 4579.995605
	Iteration 3F: 3 clusters Score -1112699 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1113382.000000 Penalty: 4579.995605
	Iteration 4F: 3 clusters Score -1113382 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1114132.750000 Penalty: 4579.995605
	Iteration 5F: 3 clusters Score -1114133 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1114805.750000 Penalty: 4579.995605
	Iteration 6F: 3 clusters Score -1114806 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1115361.750000 Penalty: 4579.995605
	Iteration 7F: 3 clusters Score -1115362 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1115773.000000 Penalty: 4579.995605
	Iteration 8Q: 3 clusters Score -1115773 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1116111.500000 Penalty: 4579.995605
	Iteration 9Q: 3 clusters Score -1116112 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1116327.750000 Penalty: 4579.995605
	Iteration 10Q: 3 clusters Score -1116328 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1116481.125000 Penalty: 4579.995605
	Iteration 11Q: 3 clusters Score -1116481 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1116620.125000 Penalty: 4579.995605
	Iteration 12Q: 3 clusters Score -1116620 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1116730.750000 Penalty: 4579.995605
	Iteration 13Q: 3 clusters Score -1116731 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1116795.625000 Penalty: 4579.995605
	Iteration 14Q: 3 clusters Score -1116796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1116842.125000 Penalty: 4579.995605
	Iteration 15Q: 3 clusters Score -1116842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1116869.875000 Penalty: 4579.995605
	Iteration 16Q: 3 clusters Score -1116870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1116884.375000 Penalty: 4579.995605
	Iteration 17Q: 3 clusters Score -1116884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1116900.250000 Penalty: 4579.995605
	Iteration 18Q: 3 clusters Score -1116900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1116902.375000 Penalty: 4579.995605
	Iteration 19Q: 3 clusters Score -1116902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1116906.125000 Penalty: 4579.995605
	Iteration 20F: 3 clusters Score -1116906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1116909.500000 Penalty: 4579.995605
	Iteration 21Q: 3 clusters Score -1116910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1116913.750000 Penalty: 4579.995605
	Iteration 22Q: 3 clusters Score -1116914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1116913.500000 Penalty: 4579.995605
	Iteration 23Q: 3 clusters Score -1116914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1116914.875000 Penalty: 4579.995605
	Iteration 24Q: 3 clusters Score -1116915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1116914.500000 Penalty: 4579.995605
	Iteration 25Q: 3 clusters Score -1116914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1116916.625000 Penalty: 4579.995605
	Iteration 26Q: 3 clusters Score -1116917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1116916.250000 Penalty: 4579.995605
	Iteration 27Q: 3 clusters Score -1116916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1116918.625000 Penalty: 4579.995605
	Iteration 28Q: 3 clusters Score -1116919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1116918.000000 Penalty: 4579.995605
	Iteration 29Q: 3 clusters Score -1116918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1116918.000000 Penalty: 4579.995605
	Iteration 30F: 3 clusters Score -1116918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -142082.968750 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -142083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -139686.312500 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -139686.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -140266.375000 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -140266.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -140448.578125 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -140448.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -140595.343750 Penalty: 3693.216797
	Iteration 3F: 3 clusters Score -140595.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -140684.828125 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -140684.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140741.734375 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -140741.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -140798.796875 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -140798.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140834.140625 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -140834.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140860.890625 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -140860.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -140882.500000 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -140882.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -140895.078125 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -140895.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -140906.921875 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -140906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140914.109375 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -140914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140918.406250 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -140918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140921.765625 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -140921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -140923.937500 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -140923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140924.390625 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -140924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140926.015625 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -140926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140929.343750 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -140929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140932.125000 Penalty: 3693.216797
	Iteration 19Q: 3 clusters Score -140932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140933.421875 Penalty: 3693.216797
	Iteration 20F: 3 clusters Score -140933.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Entering Unmasked Estep 
Score: -1704735.375000 Penalty: 2384.587402
	Iteration 0F: 2 clusters Score -1704735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1693888.250000 Penalty: 4769.174805
	Iteration 0F: 3 clusters Score -1693888 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1697341.875000 Penalty: 4769.174805
	Iteration 1F: 3 clusters Score -1697342 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1697706.250000 Penalty: 4769.174805
	Iteration 2F: 3 clusters Score -1697706 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1697970.375000 Penalty: 4769.174805
	Iteration 3Q: 3 clusters Score -1697970 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1698159.625000 Penalty: 4769.174805
	Iteration 4Q: 3 clusters Score -1698160 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1698308.625000 Penalty: 4769.174805
	Iteration 5Q: 3 clusters Score -1698309 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1698441.125000 Penalty: 4769.174805
	Iteration 6Q: 3 clusters Score -1698441 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1698562.625000 Penalty: 4769.174805
	Iteration 7Q: 3 clusters Score -1698563 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1698678.125000 Penalty: 4769.174805
	Iteration 8Q: 3 clusters Score -1698678 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1698810.000000 Penalty: 4769.174805
	Iteration 9Q: 3 clusters Score -1698810 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1698938.750000 Penalty: 4769.174805
	Iteration 10Q: 3 clusters Score -1698939 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1699067.500000 Penalty: 4769.174805
	Iteration 11Q: 3 clusters Score -1699068 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1699198.750000 Penalty: 4769.174805
	Iteration 12Q: 3 clusters Score -1699199 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1699390.500000 Penalty: 4769.174805
	Iteration 13Q: 3 clusters Score -1699390 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1699627.625000 Penalty: 4769.174805
	Iteration 14Q: 3 clusters Score -1699628 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1699917.375000 Penalty: 4769.174805
	Iteration 15Q: 3 clusters Score -1699917 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1700228.875000 Penalty: 4769.174805
	Iteration 16Q: 3 clusters Score -1700229 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1700579.500000 Penalty: 4769.174805
	Iteration 17Q: 3 clusters Score -1700580 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1700896.875000 Penalty: 4769.174805
	Iteration 18Q: 3 clusters Score -1700897 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1701186.875000 Penalty: 4769.174805
	Iteration 19Q: 3 clusters Score -1701187 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1701447.500000 Penalty: 4769.174805
	Iteration 20F: 3 clusters Score -1701448 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1701674.125000 Penalty: 4769.174805
	Iteration 21Q: 3 clusters Score -1701674 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1701850.375000 Penalty: 4769.174805
	Iteration 22Q: 3 clusters Score -1701850 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1702012.875000 Penalty: 4769.174805
	Iteration 23Q: 3 clusters Score -1702013 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1702141.000000 Penalty: 4769.174805
	Iteration 24Q: 3 clusters Score -1702141 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1702250.625000 Penalty: 4769.174805
	Iteration 25Q: 3 clusters Score -1702251 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1702326.125000 Penalty: 4769.174805
	Iteration 26Q: 3 clusters Score -1702326 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1702400.875000 Penalty: 4769.174805
	Iteration 27Q: 3 clusters Score -1702401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1702451.750000 Penalty: 4769.174805
	Iteration 28Q: 3 clusters Score -1702452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1702495.375000 Penalty: 4769.174805
	Iteration 29Q: 3 clusters Score -1702495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1702525.125000 Penalty: 4769.174805
	Iteration 30Q: 3 clusters Score -1702525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1702538.750000 Penalty: 4769.174805
	Iteration 31Q: 3 clusters Score -1702539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1702562.875000 Penalty: 4769.174805
	Iteration 32Q: 3 clusters Score -1702563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1702584.875000 Penalty: 4769.174805
	Iteration 33Q: 3 clusters Score -1702585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1702597.250000 Penalty: 4769.174805
	Iteration 34Q: 3 clusters Score -1702597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1702618.875000 Penalty: 4769.174805
	Iteration 35Q: 3 clusters Score -1702619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1702633.875000 Penalty: 4769.174805
	Iteration 36Q: 3 clusters Score -1702634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1702648.125000 Penalty: 4769.174805
	Iteration 37Q: 3 clusters Score -1702648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1702659.750000 Penalty: 4769.174805
	Iteration 38Q: 3 clusters Score -1702660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1702674.250000 Penalty: 4769.174805
	Iteration 39Q: 3 clusters Score -1702674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1702686.875000 Penalty: 4769.174805
	Iteration 40F: 3 clusters Score -1702687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1702698.125000 Penalty: 4769.174805
	Iteration 41Q: 3 clusters Score -1702698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1702705.375000 Penalty: 4769.174805
	Iteration 42Q: 3 clusters Score -1702705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1702710.250000 Penalty: 4769.174805
	Iteration 43Q: 3 clusters Score -1702710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1702717.125000 Penalty: 4769.174805
	Iteration 44Q: 3 clusters Score -1702717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1702720.500000 Penalty: 4769.174805
	Iteration 45Q: 3 clusters Score -1702720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1702718.875000 Penalty: 4769.174805
	Iteration 46Q: 3 clusters Score -1702719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1702722.875000 Penalty: 4769.174805
	Iteration 47Q: 3 clusters Score -1702723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1702724.750000 Penalty: 4769.174805
	Iteration 48Q: 3 clusters Score -1702725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1702727.000000 Penalty: 4769.174805
	Iteration 49Q: 3 clusters Score -1702727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1702727.375000 Penalty: 4769.174805
	Iteration 50Q: 3 clusters Score -1702727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1702727.375000 Penalty: 4769.174805
	Iteration 51F: 3 clusters Score -1702727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -90964.335938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -90964.34 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 449 members 
Entering Unmasked Estep 
Score: -89112.414062 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -89112.41 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -89429.398438 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -89429.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89526.328125 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -89526.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89555.703125 Penalty: 3367.330078
	Iteration 3Q: 3 clusters Score -89555.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89580.226562 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -89580.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89598.835938 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -89598.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -89621.859375 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -89621.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89631.695312 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -89631.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89634.632812 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -89634.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89639.242188 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -89639.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89644.492188 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -89644.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89652.765625 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -89652.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89663.132812 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -89663.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89674.515625 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -89674.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89691.671875 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -89691.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89720.960938 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -89720.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89749.796875 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -89749.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89778.726562 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -89778.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89827.000000 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -89827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89843.164062 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -89843.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89863.500000 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -89863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89874.726562 Penalty: 3367.330078
	Iteration 21Q: 3 clusters Score -89874.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89890.140625 Penalty: 3367.330078
	Iteration 22Q: 3 clusters Score -89890.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89921.164062 Penalty: 3367.330078
	Iteration 23Q: 3 clusters Score -89921.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89957.234375 Penalty: 3367.330078
	Iteration 24Q: 3 clusters Score -89957.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90002.421875 Penalty: 3367.330078
	Iteration 25Q: 3 clusters Score -90002.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -90056.648438 Penalty: 3367.330078
	Iteration 26Q: 3 clusters Score -90056.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90083.031250 Penalty: 3367.330078
	Iteration 27Q: 3 clusters Score -90083.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90104.359375 Penalty: 3367.330078
	Iteration 28Q: 3 clusters Score -90104.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -90122.203125 Penalty: 3367.330078
	Iteration 29Q: 3 clusters Score -90122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90126.382812 Penalty: 3367.330078
	Iteration 30Q: 3 clusters Score -90126.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90135.664062 Penalty: 3367.330078
	Iteration 31Q: 3 clusters Score -90135.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90141.000000 Penalty: 3367.330078
	Iteration 32Q: 3 clusters Score -90141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90142.890625 Penalty: 3367.330078
	Iteration 33Q: 3 clusters Score -90142.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90147.195312 Penalty: 3367.330078
	Iteration 34Q: 3 clusters Score -90147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90147.906250 Penalty: 3367.330078
	Iteration 35Q: 3 clusters Score -90147.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90147.906250 Penalty: 3367.330078
	Iteration 36F: 3 clusters Score -90147.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Entering Unmasked Estep 
Score: -931953.812500 Penalty: 2235.944580
	Iteration 0F: 2 clusters Score -931953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -925421.562500 Penalty: 4471.889160
	Iteration 0F: 3 clusters Score -925421.6 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -927175.250000 Penalty: 4471.889160
	Iteration 1F: 3 clusters Score -927175.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -927442.687500 Penalty: 4471.889160
	Iteration 2F: 3 clusters Score -927442.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -927601.875000 Penalty: 4471.889160
	Iteration 3Q: 3 clusters Score -927601.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -927741.937500 Penalty: 4471.889160
	Iteration 4Q: 3 clusters Score -927741.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -927895.000000 Penalty: 4471.889160
	Iteration 5Q: 3 clusters Score -927895 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -928070.687500 Penalty: 4471.889160
	Iteration 6Q: 3 clusters Score -928070.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -928258.500000 Penalty: 4471.889160
	Iteration 7Q: 3 clusters Score -928258.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -928497.250000 Penalty: 4471.889160
	Iteration 8Q: 3 clusters Score -928497.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -928735.312500 Penalty: 4471.889160
	Iteration 9Q: 3 clusters Score -928735.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -928953.562500 Penalty: 4471.889160
	Iteration 10Q: 3 clusters Score -928953.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -929153.750000 Penalty: 4471.889160
	Iteration 11Q: 3 clusters Score -929153.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -929321.562500 Penalty: 4471.889160
	Iteration 12Q: 3 clusters Score -929321.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -929466.062500 Penalty: 4471.889160
	Iteration 13Q: 3 clusters Score -929466.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -929584.000000 Penalty: 4471.889160
	Iteration 14Q: 3 clusters Score -929584 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -929676.500000 Penalty: 4471.889160
	Iteration 15Q: 3 clusters Score -929676.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -929754.250000 Penalty: 4471.889160
	Iteration 16Q: 3 clusters Score -929754.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -929831.875000 Penalty: 4471.889160
	Iteration 17Q: 3 clusters Score -929831.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -929901.750000 Penalty: 4471.889160
	Iteration 18Q: 3 clusters Score -929901.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -929957.875000 Penalty: 4471.889160
	Iteration 19Q: 3 clusters Score -929957.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -929995.375000 Penalty: 4471.889160
	Iteration 20F: 3 clusters Score -929995.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -930022.000000 Penalty: 4471.889160
	Iteration 21Q: 3 clusters Score -930022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -930039.312500 Penalty: 4471.889160
	Iteration 22Q: 3 clusters Score -930039.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -930056.375000 Penalty: 4471.889160
	Iteration 23Q: 3 clusters Score -930056.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -930068.250000 Penalty: 4471.889160
	Iteration 24Q: 3 clusters Score -930068.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -930076.625000 Penalty: 4471.889160
	Iteration 25Q: 3 clusters Score -930076.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -930079.375000 Penalty: 4471.889160
	Iteration 26Q: 3 clusters Score -930079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -930087.062500 Penalty: 4471.889160
	Iteration 27Q: 3 clusters Score -930087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -930091.000000 Penalty: 4471.889160
	Iteration 28Q: 3 clusters Score -930091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -930093.750000 Penalty: 4471.889160
	Iteration 29Q: 3 clusters Score -930093.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -930099.062500 Penalty: 4471.889160
	Iteration 30Q: 3 clusters Score -930099.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -930104.812500 Penalty: 4471.889160
	Iteration 31Q: 3 clusters Score -930104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -930107.562500 Penalty: 4471.889160
	Iteration 32Q: 3 clusters Score -930107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -930112.500000 Penalty: 4471.889160
	Iteration 33Q: 3 clusters Score -930112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -930116.312500 Penalty: 4471.889160
	Iteration 34Q: 3 clusters Score -930116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -930119.250000 Penalty: 4471.889160
	Iteration 35Q: 3 clusters Score -930119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -930123.625000 Penalty: 4471.889160
	Iteration 36Q: 3 clusters Score -930123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -930127.500000 Penalty: 4471.889160
	Iteration 37Q: 3 clusters Score -930127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -930133.000000 Penalty: 4471.889160
	Iteration 38Q: 3 clusters Score -930133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -930134.687500 Penalty: 4471.889160
	Iteration 39Q: 3 clusters Score -930134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -930136.187500 Penalty: 4471.889160
	Iteration 40F: 3 clusters Score -930136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -930135.937500 Penalty: 4471.889160
	Iteration 41Q: 3 clusters Score -930135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -930135.937500 Penalty: 4471.889160
	Iteration 42F: 3 clusters Score -930135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51654.210938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51654.21 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 254 members 
Entering Unmasked Estep 
Score: -50119.839844 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50119.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50308.925781 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50308.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50358.433594 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -50358.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50381.281250 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50381.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50399.261719 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50399.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50407.457031 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50407.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50420.148438 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50420.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50430.937500 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50430.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50443.027344 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -50443.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50462.210938 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -50462.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50481.414062 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -50481.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50489.910156 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -50489.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50501.136719 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -50501.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50509.175781 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -50509.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50515.183594 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -50515.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50521.265625 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -50521.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50525.097656 Penalty: 3096.142822
	Iteration 16Q: 3 clusters Score -50525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50530.191406 Penalty: 3096.142822
	Iteration 17Q: 3 clusters Score -50530.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50532.472656 Penalty: 3096.142822
	Iteration 18Q: 3 clusters Score -50532.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50533.589844 Penalty: 3096.142822
	Iteration 19Q: 3 clusters Score -50533.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50533.589844 Penalty: 3096.142822
	Iteration 20F: 3 clusters Score -50533.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Entering Unmasked Estep 
Score: -2401709.750000 Penalty: 2465.517334
	Iteration 0F: 2 clusters Score -2401710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2387096.750000 Penalty: 4931.034668
	Iteration 0F: 3 clusters Score -2387097 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2391967.000000 Penalty: 4931.034668
	Iteration 1F: 3 clusters Score -2391967 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2392489.500000 Penalty: 4931.034668
	Iteration 2F: 3 clusters Score -2392490 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2392967.750000 Penalty: 4931.034668
	Iteration 3F: 3 clusters Score -2392968 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2393514.000000 Penalty: 4931.034668
	Iteration 4F: 3 clusters Score -2393514 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2394237.500000 Penalty: 4931.034668
	Iteration 5F: 3 clusters Score -2394238 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2395208.000000 Penalty: 4931.034668
	Iteration 6F: 3 clusters Score -2395208 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2396372.750000 Penalty: 4931.034668
	Iteration 7F: 3 clusters Score -2396373 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2397441.750000 Penalty: 4931.034668
	Iteration 8F: 3 clusters Score -2397442 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2398153.000000 Penalty: 4931.034668
	Iteration 9F: 3 clusters Score -2398153 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2398543.000000 Penalty: 4931.034668
	Iteration 10Q: 3 clusters Score -2398543 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2398796.000000 Penalty: 4931.034668
	Iteration 11Q: 3 clusters Score -2398796 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2398956.250000 Penalty: 4931.034668
	Iteration 12Q: 3 clusters Score -2398956 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2399068.500000 Penalty: 4931.034668
	Iteration 13Q: 3 clusters Score -2399068 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2399171.250000 Penalty: 4931.034668
	Iteration 14Q: 3 clusters Score -2399171 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2399268.500000 Penalty: 4931.034668
	Iteration 15Q: 3 clusters Score -2399268 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2399354.750000 Penalty: 4931.034668
	Iteration 16Q: 3 clusters Score -2399355 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2399438.000000 Penalty: 4931.034668
	Iteration 17Q: 3 clusters Score -2399438 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2399504.000000 Penalty: 4931.034668
	Iteration 18Q: 3 clusters Score -2399504 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2399580.750000 Penalty: 4931.034668
	Iteration 19Q: 3 clusters Score -2399581 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2399642.750000 Penalty: 4931.034668
	Iteration 20F: 3 clusters Score -2399643 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2399699.750000 Penalty: 4931.034668
	Iteration 21Q: 3 clusters Score -2399700 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2399746.000000 Penalty: 4931.034668
	Iteration 22Q: 3 clusters Score -2399746 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2399795.750000 Penalty: 4931.034668
	Iteration 23Q: 3 clusters Score -2399796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2399850.500000 Penalty: 4931.034668
	Iteration 24Q: 3 clusters Score -2399850 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2399879.500000 Penalty: 4931.034668
	Iteration 25Q: 3 clusters Score -2399880 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2399890.250000 Penalty: 4931.034668
	Iteration 26Q: 3 clusters Score -2399890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2399907.500000 Penalty: 4931.034668
	Iteration 27Q: 3 clusters Score -2399908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2399921.500000 Penalty: 4931.034668
	Iteration 28Q: 3 clusters Score -2399922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2399932.750000 Penalty: 4931.034668
	Iteration 29Q: 3 clusters Score -2399933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2399949.000000 Penalty: 4931.034668
	Iteration 30Q: 3 clusters Score -2399949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2399950.500000 Penalty: 4931.034668
	Iteration 31Q: 3 clusters Score -2399950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2399955.500000 Penalty: 4931.034668
	Iteration 32Q: 3 clusters Score -2399956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2399965.750000 Penalty: 4931.034668
	Iteration 33Q: 3 clusters Score -2399966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2399969.250000 Penalty: 4931.034668
	Iteration 34Q: 3 clusters Score -2399969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2399973.250000 Penalty: 4931.034668
	Iteration 35Q: 3 clusters Score -2399973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2399978.000000 Penalty: 4931.034668
	Iteration 36Q: 3 clusters Score -2399978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2399979.750000 Penalty: 4931.034668
	Iteration 37Q: 3 clusters Score -2399980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2399981.250000 Penalty: 4931.034668
	Iteration 38Q: 3 clusters Score -2399981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2399983.500000 Penalty: 4931.034668
	Iteration 39Q: 3 clusters Score -2399984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2399983.750000 Penalty: 4931.034668
	Iteration 40F: 3 clusters Score -2399984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2399983.250000 Penalty: 4931.034668
	Iteration 41Q: 3 clusters Score -2399983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2399981.500000 Penalty: 4931.034668
	Iteration 42Q: 3 clusters Score -2399982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2399989.500000 Penalty: 4931.034668
	Iteration 43Q: 3 clusters Score -2399990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2399988.000000 Penalty: 4931.034668
	Iteration 44Q: 3 clusters Score -2399988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2399994.500000 Penalty: 4931.034668
	Iteration 45Q: 3 clusters Score -2399994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2399995.250000 Penalty: 4931.034668
	Iteration 46Q: 3 clusters Score -2399995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2399995.500000 Penalty: 4931.034668
	Iteration 47Q: 3 clusters Score -2399996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2399997.500000 Penalty: 4931.034668
	Iteration 48Q: 3 clusters Score -2399998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2400000.250000 Penalty: 4931.034668
	Iteration 49Q: 3 clusters Score -2400000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2400008.500000 Penalty: 4931.034668
	Iteration 50Q: 3 clusters Score -2400008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2400004.000000 Penalty: 4931.034668
	Iteration 51Q: 3 clusters Score -2400004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2400010.500000 Penalty: 4931.034668
	Iteration 52Q: 3 clusters Score -2400010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2400017.250000 Penalty: 4931.034668
	Iteration 53Q: 3 clusters Score -2400017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2400022.250000 Penalty: 4931.034668
	Iteration 54Q: 3 clusters Score -2400022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2400024.250000 Penalty: 4931.034668
	Iteration 55Q: 3 clusters Score -2400024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2400027.750000 Penalty: 4931.034668
	Iteration 56Q: 3 clusters Score -2400028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2400030.750000 Penalty: 4931.034668
	Iteration 57Q: 3 clusters Score -2400031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2400025.000000 Penalty: 4931.034668
	Iteration 58Q: 3 clusters Score -2400025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2400026.750000 Penalty: 4931.034668
	Iteration 59Q: 3 clusters Score -2400027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2400028.250000 Penalty: 4931.034668
	Iteration 60F: 3 clusters Score -2400028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2400025.000000 Penalty: 4931.034668
	Iteration 61Q: 3 clusters Score -2400025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2400026.500000 Penalty: 4931.034668
	Iteration 62Q: 3 clusters Score -2400026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2400026.500000 Penalty: 4931.034668
	Iteration 63F: 3 clusters Score -2400026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -134247.640625 Penalty: 1819.398804
	Iteration 0F: 2 clusters Score -134247.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -131956.125000 Penalty: 3638.797607
	Iteration 0F: 3 clusters Score -131956.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -132502.125000 Penalty: 3638.797607
	Iteration 1F: 3 clusters Score -132502.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -132716.296875 Penalty: 3638.797607
	Iteration 2F: 3 clusters Score -132716.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -132837.921875 Penalty: 3638.797607
	Iteration 3F: 3 clusters Score -132837.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -132904.375000 Penalty: 3638.797607
	Iteration 4Q: 3 clusters Score -132904.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132952.921875 Penalty: 3638.797607
	Iteration 5Q: 3 clusters Score -132952.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132985.875000 Penalty: 3638.797607
	Iteration 6Q: 3 clusters Score -132985.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133007.218750 Penalty: 3638.797607
	Iteration 7Q: 3 clusters Score -133007.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133034.359375 Penalty: 3638.797607
	Iteration 8Q: 3 clusters Score -133034.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133055.437500 Penalty: 3638.797607
	Iteration 9Q: 3 clusters Score -133055.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133077.937500 Penalty: 3638.797607
	Iteration 10Q: 3 clusters Score -133077.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133097.812500 Penalty: 3638.797607
	Iteration 11Q: 3 clusters Score -133097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133113.015625 Penalty: 3638.797607
	Iteration 12Q: 3 clusters Score -133113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -133125.421875 Penalty: 3638.797607
	Iteration 13Q: 3 clusters Score -133125.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133136.984375 Penalty: 3638.797607
	Iteration 14Q: 3 clusters Score -133137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -133139.406250 Penalty: 3638.797607
	Iteration 15Q: 3 clusters Score -133139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133142.859375 Penalty: 3638.797607
	Iteration 16Q: 3 clusters Score -133142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133147.468750 Penalty: 3638.797607
	Iteration 17Q: 3 clusters Score -133147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133160.718750 Penalty: 3638.797607
	Iteration 18Q: 3 clusters Score -133160.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -133174.125000 Penalty: 3638.797607
	Iteration 19Q: 3 clusters Score -133174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133187.312500 Penalty: 3638.797607
	Iteration 20F: 3 clusters Score -133187.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133198.281250 Penalty: 3638.797607
	Iteration 21Q: 3 clusters Score -133198.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133203.281250 Penalty: 3638.797607
	Iteration 22Q: 3 clusters Score -133203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133210.453125 Penalty: 3638.797607
	Iteration 23Q: 3 clusters Score -133210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133215.843750 Penalty: 3638.797607
	Iteration 24Q: 3 clusters Score -133215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133219.421875 Penalty: 3638.797607
	Iteration 25Q: 3 clusters Score -133219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133223.390625 Penalty: 3638.797607
	Iteration 26Q: 3 clusters Score -133223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133224.781250 Penalty: 3638.797607
	Iteration 27Q: 3 clusters Score -133224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133227.734375 Penalty: 3638.797607
	Iteration 28Q: 3 clusters Score -133227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133231.703125 Penalty: 3638.797607
	Iteration 29Q: 3 clusters Score -133231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -133233.843750 Penalty: 3638.797607
	Iteration 30Q: 3 clusters Score -133233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133234.593750 Penalty: 3638.797607
	Iteration 31Q: 3 clusters Score -133234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133234.593750 Penalty: 3638.797607
	Iteration 32F: 3 clusters Score -133234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Entering Unmasked Estep 
Score: -803173.562500 Penalty: 2240.865723
	Iteration 0F: 2 clusters Score -803173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -796517.125000 Penalty: 4481.731445
	Iteration 0F: 3 clusters Score -796517.1 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -798323.750000 Penalty: 4481.731445
	Iteration 1F: 3 clusters Score -798323.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -798671.375000 Penalty: 4481.731445
	Iteration 2F: 3 clusters Score -798671.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -798953.812500 Penalty: 4481.731445
	Iteration 3F: 3 clusters Score -798953.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -799258.500000 Penalty: 4481.731445
	Iteration 4F: 3 clusters Score -799258.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -799543.562500 Penalty: 4481.731445
	Iteration 5Q: 3 clusters Score -799543.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -799790.125000 Penalty: 4481.731445
	Iteration 6Q: 3 clusters Score -799790.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -800065.250000 Penalty: 4481.731445
	Iteration 7Q: 3 clusters Score -800065.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -800301.500000 Penalty: 4481.731445
	Iteration 8Q: 3 clusters Score -800301.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -800470.125000 Penalty: 4481.731445
	Iteration 9Q: 3 clusters Score -800470.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -800586.187500 Penalty: 4481.731445
	Iteration 10Q: 3 clusters Score -800586.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -800664.562500 Penalty: 4481.731445
	Iteration 11Q: 3 clusters Score -800664.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -800712.125000 Penalty: 4481.731445
	Iteration 12Q: 3 clusters Score -800712.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -800756.875000 Penalty: 4481.731445
	Iteration 13Q: 3 clusters Score -800756.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -800792.500000 Penalty: 4481.731445
	Iteration 14Q: 3 clusters Score -800792.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -800823.375000 Penalty: 4481.731445
	Iteration 15Q: 3 clusters Score -800823.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -800855.875000 Penalty: 4481.731445
	Iteration 16Q: 3 clusters Score -800855.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -800877.500000 Penalty: 4481.731445
	Iteration 17Q: 3 clusters Score -800877.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -800891.875000 Penalty: 4481.731445
	Iteration 18Q: 3 clusters Score -800891.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -800900.000000 Penalty: 4481.731445
	Iteration 19Q: 3 clusters Score -800900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -800906.812500 Penalty: 4481.731445
	Iteration 20F: 3 clusters Score -800906.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -800913.375000 Penalty: 4481.731445
	Iteration 21Q: 3 clusters Score -800913.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -800918.687500 Penalty: 4481.731445
	Iteration 22Q: 3 clusters Score -800918.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -800924.312500 Penalty: 4481.731445
	Iteration 23Q: 3 clusters Score -800924.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -800925.937500 Penalty: 4481.731445
	Iteration 24Q: 3 clusters Score -800925.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -800929.750000 Penalty: 4481.731445
	Iteration 25Q: 3 clusters Score -800929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -800932.437500 Penalty: 4481.731445
	Iteration 26Q: 3 clusters Score -800932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -800934.687500 Penalty: 4481.731445
	Iteration 27Q: 3 clusters Score -800934.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -800934.250000 Penalty: 4481.731445
	Iteration 28Q: 3 clusters Score -800934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -800935.750000 Penalty: 4481.731445
	Iteration 29Q: 3 clusters Score -800935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -800937.687500 Penalty: 4481.731445
	Iteration 30Q: 3 clusters Score -800937.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -800939.437500 Penalty: 4481.731445
	Iteration 31Q: 3 clusters Score -800939.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -800940.625000 Penalty: 4481.731445
	Iteration 32Q: 3 clusters Score -800940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -800944.000000 Penalty: 4481.731445
	Iteration 33Q: 3 clusters Score -800944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -800943.000000 Penalty: 4481.731445
	Iteration 34Q: 3 clusters Score -800943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -800945.812500 Penalty: 4481.731445
	Iteration 35Q: 3 clusters Score -800945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -800947.812500 Penalty: 4481.731445
	Iteration 36Q: 3 clusters Score -800947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -800948.500000 Penalty: 4481.731445
	Iteration 37Q: 3 clusters Score -800948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -800951.000000 Penalty: 4481.731445
	Iteration 38Q: 3 clusters Score -800951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -800953.937500 Penalty: 4481.731445
	Iteration 39Q: 3 clusters Score -800953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -800953.687500 Penalty: 4481.731445
	Iteration 40F: 3 clusters Score -800953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -800956.250000 Penalty: 4481.731445
	Iteration 41Q: 3 clusters Score -800956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -800957.562500 Penalty: 4481.731445
	Iteration 42Q: 3 clusters Score -800957.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -800959.500000 Penalty: 4481.731445
	Iteration 43Q: 3 clusters Score -800959.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -800965.125000 Penalty: 4481.731445
	Iteration 44Q: 3 clusters Score -800965.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -800971.812500 Penalty: 4481.731445
	Iteration 45Q: 3 clusters Score -800971.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -800977.500000 Penalty: 4481.731445
	Iteration 46Q: 3 clusters Score -800977.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -800978.000000 Penalty: 4481.731445
	Iteration 47Q: 3 clusters Score -800978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -800983.625000 Penalty: 4481.731445
	Iteration 48Q: 3 clusters Score -800983.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -800986.625000 Penalty: 4481.731445
	Iteration 49Q: 3 clusters Score -800986.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -800989.875000 Penalty: 4481.731445
	Iteration 50Q: 3 clusters Score -800989.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -800993.437500 Penalty: 4481.731445
	Iteration 51Q: 3 clusters Score -800993.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -800992.937500 Penalty: 4481.731445
	Iteration 52Q: 3 clusters Score -800992.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -800993.687500 Penalty: 4481.731445
	Iteration 53Q: 3 clusters Score -800993.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -800994.875000 Penalty: 4481.731445
	Iteration 54Q: 3 clusters Score -800994.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -800997.750000 Penalty: 4481.731445
	Iteration 55Q: 3 clusters Score -800997.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -800999.562500 Penalty: 4481.731445
	Iteration 56Q: 3 clusters Score -800999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -801005.125000 Penalty: 4481.731445
	Iteration 57Q: 3 clusters Score -801005.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -801006.687500 Penalty: 4481.731445
	Iteration 58Q: 3 clusters Score -801006.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -801009.437500 Penalty: 4481.731445
	Iteration 59Q: 3 clusters Score -801009.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -801013.750000 Penalty: 4481.731445
	Iteration 60F: 3 clusters Score -801013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -801015.625000 Penalty: 4481.731445
	Iteration 61Q: 3 clusters Score -801015.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -801017.312500 Penalty: 4481.731445
	Iteration 62Q: 3 clusters Score -801017.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -801018.937500 Penalty: 4481.731445
	Iteration 63Q: 3 clusters Score -801018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -801021.812500 Penalty: 4481.731445
	Iteration 64Q: 3 clusters Score -801021.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -801024.437500 Penalty: 4481.731445
	Iteration 65Q: 3 clusters Score -801024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -801026.000000 Penalty: 4481.731445
	Iteration 66Q: 3 clusters Score -801026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -801026.437500 Penalty: 4481.731445
	Iteration 67Q: 3 clusters Score -801026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -801027.500000 Penalty: 4481.731445
	Iteration 68Q: 3 clusters Score -801027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -801027.312500 Penalty: 4481.731445
	Iteration 69Q: 3 clusters Score -801027.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -801029.750000 Penalty: 4481.731445
	Iteration 70Q: 3 clusters Score -801029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -801031.312500 Penalty: 4481.731445
	Iteration 71Q: 3 clusters Score -801031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -801033.000000 Penalty: 4481.731445
	Iteration 72Q: 3 clusters Score -801033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -801034.875000 Penalty: 4481.731445
	Iteration 73Q: 3 clusters Score -801034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -801036.875000 Penalty: 4481.731445
	Iteration 74Q: 3 clusters Score -801036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -801037.312500 Penalty: 4481.731445
	Iteration 75Q: 3 clusters Score -801037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -801039.375000 Penalty: 4481.731445
	Iteration 76Q: 3 clusters Score -801039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -801038.312500 Penalty: 4481.731445
	Iteration 77Q: 3 clusters Score -801038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -801037.750000 Penalty: 4481.731445
	Iteration 78Q: 3 clusters Score -801037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -801037.375000 Penalty: 4481.731445
	Iteration 79Q: 3 clusters Score -801037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -801038.437500 Penalty: 4481.731445
	Iteration 80F: 3 clusters Score -801038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -801037.437500 Penalty: 4481.731445
	Iteration 81Q: 3 clusters Score -801037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -801038.437500 Penalty: 4481.731445
	Iteration 82Q: 3 clusters Score -801038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -801038.562500 Penalty: 4481.731445
	Iteration 83Q: 3 clusters Score -801038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -801040.312500 Penalty: 4481.731445
	Iteration 84Q: 3 clusters Score -801040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -801040.312500 Penalty: 4481.731445
	Iteration 85F: 3 clusters Score -801040.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -495352.968750 Penalty: 2112.610840
	Iteration 0F: 2 clusters Score -495353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -490828.937500 Penalty: 4225.221680
	Iteration 0F: 3 clusters Score -490828.9 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -491998.625000 Penalty: 4225.221680
	Iteration 1F: 3 clusters Score -491998.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -492317.375000 Penalty: 4225.221680
	Iteration 2F: 3 clusters Score -492317.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -492543.937500 Penalty: 4225.221680
	Iteration 3F: 3 clusters Score -492543.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -492782.093750 Penalty: 4225.221680
	Iteration 4F: 3 clusters Score -492782.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -493014.625000 Penalty: 4225.221680
	Iteration 5F: 3 clusters Score -493014.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -493197.718750 Penalty: 4225.221680
	Iteration 6Q: 3 clusters Score -493197.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -493403.875000 Penalty: 4225.221680
	Iteration 7Q: 3 clusters Score -493403.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -493613.687500 Penalty: 4225.221680
	Iteration 8Q: 3 clusters Score -493613.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -493787.250000 Penalty: 4225.221680
	Iteration 9Q: 3 clusters Score -493787.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -493937.125000 Penalty: 4225.221680
	Iteration 10Q: 3 clusters Score -493937.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -494038.968750 Penalty: 4225.221680
	Iteration 11Q: 3 clusters Score -494039 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -494111.875000 Penalty: 4225.221680
	Iteration 12Q: 3 clusters Score -494111.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -494157.406250 Penalty: 4225.221680
	Iteration 13Q: 3 clusters Score -494157.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -494200.906250 Penalty: 4225.221680
	Iteration 14Q: 3 clusters Score -494200.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -494238.250000 Penalty: 4225.221680
	Iteration 15Q: 3 clusters Score -494238.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -494263.687500 Penalty: 4225.221680
	Iteration 16Q: 3 clusters Score -494263.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -494289.343750 Penalty: 4225.221680
	Iteration 17Q: 3 clusters Score -494289.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -494310.375000 Penalty: 4225.221680
	Iteration 18Q: 3 clusters Score -494310.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -494326.375000 Penalty: 4225.221680
	Iteration 19Q: 3 clusters Score -494326.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -494345.343750 Penalty: 4225.221680
	Iteration 20F: 3 clusters Score -494345.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -494358.062500 Penalty: 4225.221680
	Iteration 21Q: 3 clusters Score -494358.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -494370.156250 Penalty: 4225.221680
	Iteration 22Q: 3 clusters Score -494370.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -494377.718750 Penalty: 4225.221680
	Iteration 23Q: 3 clusters Score -494377.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -494381.718750 Penalty: 4225.221680
	Iteration 24Q: 3 clusters Score -494381.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -494386.500000 Penalty: 4225.221680
	Iteration 25Q: 3 clusters Score -494386.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -494393.500000 Penalty: 4225.221680
	Iteration 26Q: 3 clusters Score -494393.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -494401.937500 Penalty: 4225.221680
	Iteration 27Q: 3 clusters Score -494401.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -494416.062500 Penalty: 4225.221680
	Iteration 28Q: 3 clusters Score -494416.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -494440.062500 Penalty: 4225.221680
	Iteration 29Q: 3 clusters Score -494440.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -494455.218750 Penalty: 4225.221680
	Iteration 30Q: 3 clusters Score -494455.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -494465.000000 Penalty: 4225.221680
	Iteration 31Q: 3 clusters Score -494465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -494477.000000 Penalty: 4225.221680
	Iteration 32Q: 3 clusters Score -494477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -494481.906250 Penalty: 4225.221680
	Iteration 33Q: 3 clusters Score -494481.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -494486.281250 Penalty: 4225.221680
	Iteration 34Q: 3 clusters Score -494486.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -494489.531250 Penalty: 4225.221680
	Iteration 35Q: 3 clusters Score -494489.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -494493.468750 Penalty: 4225.221680
	Iteration 36Q: 3 clusters Score -494493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -494495.593750 Penalty: 4225.221680
	Iteration 37Q: 3 clusters Score -494495.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -494498.156250 Penalty: 4225.221680
	Iteration 38Q: 3 clusters Score -494498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -494500.343750 Penalty: 4225.221680
	Iteration 39Q: 3 clusters Score -494500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -494501.125000 Penalty: 4225.221680
	Iteration 40F: 3 clusters Score -494501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -494502.500000 Penalty: 4225.221680
	Iteration 41Q: 3 clusters Score -494502.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -494502.062500 Penalty: 4225.221680
	Iteration 42Q: 3 clusters Score -494502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -494503.156250 Penalty: 4225.221680
	Iteration 43Q: 3 clusters Score -494503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -494502.687500 Penalty: 4225.221680
	Iteration 44Q: 3 clusters Score -494502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -494502.562500 Penalty: 4225.221680
	Iteration 45Q: 3 clusters Score -494502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -494502.375000 Penalty: 4225.221680
	Iteration 46Q: 3 clusters Score -494502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -494502.687500 Penalty: 4225.221680
	Iteration 47Q: 3 clusters Score -494502.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -494504.437500 Penalty: 4225.221680
	Iteration 48Q: 3 clusters Score -494504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -494506.093750 Penalty: 4225.221680
	Iteration 49Q: 3 clusters Score -494506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -494506.718750 Penalty: 4225.221680
	Iteration 50Q: 3 clusters Score -494506.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -494506.906250 Penalty: 4225.221680
	Iteration 51Q: 3 clusters Score -494506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -494508.437500 Penalty: 4225.221680
	Iteration 52Q: 3 clusters Score -494508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -494507.812500 Penalty: 4225.221680
	Iteration 53Q: 3 clusters Score -494507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -494507.812500 Penalty: 4225.221680
	Iteration 54F: 3 clusters Score -494507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -68248.867188 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -68248.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66622.890625 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -66622.89 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66839.187500 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -66839.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66916.148438 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -66916.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66949.515625 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -66949.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66964.968750 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -66964.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66972.804688 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -66972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66978.062500 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -66978.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66979.039062 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -66979.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66980.882812 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -66980.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66982.132812 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -66982.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66983.726562 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -66983.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66983.726562 Penalty: 3209.516602
	Iteration 11F: 3 clusters Score -66983.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Entering Unmasked Estep 
Score: -1469023.625000 Penalty: 2347.546387
	Iteration 0F: 2 clusters Score -1469024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1459545.500000 Penalty: 4695.092773
	Iteration 0F: 3 clusters Score -1459546 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1462428.125000 Penalty: 4695.092773
	Iteration 1F: 3 clusters Score -1462428 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1462717.625000 Penalty: 4695.092773
	Iteration 2F: 3 clusters Score -1462718 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1462912.000000 Penalty: 4695.092773
	Iteration 3Q: 3 clusters Score -1462912 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1463073.250000 Penalty: 4695.092773
	Iteration 4Q: 3 clusters Score -1463073 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1463222.750000 Penalty: 4695.092773
	Iteration 5Q: 3 clusters Score -1463223 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1463377.625000 Penalty: 4695.092773
	Iteration 6Q: 3 clusters Score -1463378 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1463534.375000 Penalty: 4695.092773
	Iteration 7Q: 3 clusters Score -1463534 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1463683.625000 Penalty: 4695.092773
	Iteration 8Q: 3 clusters Score -1463684 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1463846.625000 Penalty: 4695.092773
	Iteration 9Q: 3 clusters Score -1463847 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1464033.625000 Penalty: 4695.092773
	Iteration 10Q: 3 clusters Score -1464034 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1464243.000000 Penalty: 4695.092773
	Iteration 11Q: 3 clusters Score -1464243 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1464530.250000 Penalty: 4695.092773
	Iteration 12Q: 3 clusters Score -1464530 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1464891.250000 Penalty: 4695.092773
	Iteration 13Q: 3 clusters Score -1464891 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1465313.500000 Penalty: 4695.092773
	Iteration 14Q: 3 clusters Score -1465314 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1465767.875000 Penalty: 4695.092773
	Iteration 15Q: 3 clusters Score -1465768 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1466159.375000 Penalty: 4695.092773
	Iteration 16Q: 3 clusters Score -1466159 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1466438.625000 Penalty: 4695.092773
	Iteration 17Q: 3 clusters Score -1466439 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1466615.125000 Penalty: 4695.092773
	Iteration 18Q: 3 clusters Score -1466615 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1466747.750000 Penalty: 4695.092773
	Iteration 19Q: 3 clusters Score -1466748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1466825.500000 Penalty: 4695.092773
	Iteration 20F: 3 clusters Score -1466826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1466877.000000 Penalty: 4695.092773
	Iteration 21Q: 3 clusters Score -1466877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1466921.125000 Penalty: 4695.092773
	Iteration 22Q: 3 clusters Score -1466921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1466953.625000 Penalty: 4695.092773
	Iteration 23Q: 3 clusters Score -1466954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1466978.625000 Penalty: 4695.092773
	Iteration 24Q: 3 clusters Score -1466979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1466997.250000 Penalty: 4695.092773
	Iteration 25Q: 3 clusters Score -1466997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1467017.375000 Penalty: 4695.092773
	Iteration 26Q: 3 clusters Score -1467017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1467028.625000 Penalty: 4695.092773
	Iteration 27Q: 3 clusters Score -1467029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1467040.000000 Penalty: 4695.092773
	Iteration 28Q: 3 clusters Score -1467040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1467055.375000 Penalty: 4695.092773
	Iteration 29Q: 3 clusters Score -1467055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1467065.750000 Penalty: 4695.092773
	Iteration 30Q: 3 clusters Score -1467066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1467076.000000 Penalty: 4695.092773
	Iteration 31Q: 3 clusters Score -1467076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1467092.875000 Penalty: 4695.092773
	Iteration 32Q: 3 clusters Score -1467093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1467106.875000 Penalty: 4695.092773
	Iteration 33Q: 3 clusters Score -1467107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1467112.375000 Penalty: 4695.092773
	Iteration 34Q: 3 clusters Score -1467112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1467115.875000 Penalty: 4695.092773
	Iteration 35Q: 3 clusters Score -1467116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1467120.125000 Penalty: 4695.092773
	Iteration 36Q: 3 clusters Score -1467120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1467123.000000 Penalty: 4695.092773
	Iteration 37Q: 3 clusters Score -1467123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1467125.125000 Penalty: 4695.092773
	Iteration 38Q: 3 clusters Score -1467125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1467125.500000 Penalty: 4695.092773
	Iteration 39Q: 3 clusters Score -1467126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1467128.375000 Penalty: 4695.092773
	Iteration 40F: 3 clusters Score -1467128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1467129.000000 Penalty: 4695.092773
	Iteration 41Q: 3 clusters Score -1467129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1467130.750000 Penalty: 4695.092773
	Iteration 42Q: 3 clusters Score -1467131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1467130.750000 Penalty: 4695.092773
	Iteration 43F: 3 clusters Score -1467131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -370132.062500 Penalty: 2048.794678
	Iteration 0F: 2 clusters Score -370132.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -366307.218750 Penalty: 4097.589355
	Iteration 0F: 3 clusters Score -366307.2 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -367224.062500 Penalty: 4097.589355
	Iteration 1F: 3 clusters Score -367224.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -367505.812500 Penalty: 4097.589355
	Iteration 2F: 3 clusters Score -367505.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -367741.718750 Penalty: 4097.589355
	Iteration 3F: 3 clusters Score -367741.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -367974.562500 Penalty: 4097.589355
	Iteration 4F: 3 clusters Score -367974.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -368168.406250 Penalty: 4097.589355
	Iteration 5F: 3 clusters Score -368168.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -368340.406250 Penalty: 4097.589355
	Iteration 6Q: 3 clusters Score -368340.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -368474.718750 Penalty: 4097.589355
	Iteration 7Q: 3 clusters Score -368474.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -368611.343750 Penalty: 4097.589355
	Iteration 8Q: 3 clusters Score -368611.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -368738.531250 Penalty: 4097.589355
	Iteration 9Q: 3 clusters Score -368738.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -368836.031250 Penalty: 4097.589355
	Iteration 10Q: 3 clusters Score -368836 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -368911.718750 Penalty: 4097.589355
	Iteration 11Q: 3 clusters Score -368911.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -368969.718750 Penalty: 4097.589355
	Iteration 12Q: 3 clusters Score -368969.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -369018.593750 Penalty: 4097.589355
	Iteration 13Q: 3 clusters Score -369018.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -369050.875000 Penalty: 4097.589355
	Iteration 14Q: 3 clusters Score -369050.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -369079.906250 Penalty: 4097.589355
	Iteration 15Q: 3 clusters Score -369079.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -369099.343750 Penalty: 4097.589355
	Iteration 16Q: 3 clusters Score -369099.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -369114.656250 Penalty: 4097.589355
	Iteration 17Q: 3 clusters Score -369114.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -369131.281250 Penalty: 4097.589355
	Iteration 18Q: 3 clusters Score -369131.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -369140.281250 Penalty: 4097.589355
	Iteration 19Q: 3 clusters Score -369140.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -369142.312500 Penalty: 4097.589355
	Iteration 20F: 3 clusters Score -369142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -369145.156250 Penalty: 4097.589355
	Iteration 21Q: 3 clusters Score -369145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -369145.625000 Penalty: 4097.589355
	Iteration 22Q: 3 clusters Score -369145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -369146.187500 Penalty: 4097.589355
	Iteration 23Q: 3 clusters Score -369146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -369147.406250 Penalty: 4097.589355
	Iteration 24Q: 3 clusters Score -369147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -369147.468750 Penalty: 4097.589355
	Iteration 25Q: 3 clusters Score -369147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -369147.468750 Penalty: 4097.589355
	Iteration 26F: 3 clusters Score -369147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (15741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Entering Unmasked Estep 
Score: -1784490.500000 Penalty: 2396.677979
	Iteration 0F: 2 clusters Score -1784490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1773069.500000 Penalty: 4793.355957
	Iteration 0F: 3 clusters Score -1773070 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1776752.500000 Penalty: 4793.355957
	Iteration 1F: 3 clusters Score -1776752 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1777112.125000 Penalty: 4793.355957
	Iteration 2F: 3 clusters Score -1777112 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1777461.125000 Penalty: 4793.355957
	Iteration 3F: 3 clusters Score -1777461 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1777822.750000 Penalty: 4793.355957
	Iteration 4Q: 3 clusters Score -1777823 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1778218.000000 Penalty: 4793.355957
	Iteration 5Q: 3 clusters Score -1778218 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1778673.125000 Penalty: 4793.355957
	Iteration 6Q: 3 clusters Score -1778673 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1779146.750000 Penalty: 4793.355957
	Iteration 7Q: 3 clusters Score -1779147 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1779615.250000 Penalty: 4793.355957
	Iteration 8Q: 3 clusters Score -1779615 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1780069.125000 Penalty: 4793.355957
	Iteration 9Q: 3 clusters Score -1780069 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1780467.375000 Penalty: 4793.355957
	Iteration 10Q: 3 clusters Score -1780467 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1780832.375000 Penalty: 4793.355957
	Iteration 11Q: 3 clusters Score -1780832 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1781183.500000 Penalty: 4793.355957
	Iteration 12Q: 3 clusters Score -1781184 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1781446.750000 Penalty: 4793.355957
	Iteration 13Q: 3 clusters Score -1781447 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1781673.875000 Penalty: 4793.355957
	Iteration 14Q: 3 clusters Score -1781674 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1781843.000000 Penalty: 4793.355957
	Iteration 15Q: 3 clusters Score -1781843 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1781975.625000 Penalty: 4793.355957
	Iteration 16Q: 3 clusters Score -1781976 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1782069.500000 Penalty: 4793.355957
	Iteration 17Q: 3 clusters Score -1782070 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1782138.500000 Penalty: 4793.355957
	Iteration 18Q: 3 clusters Score -1782138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1782186.250000 Penalty: 4793.355957
	Iteration 19Q: 3 clusters Score -1782186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1782215.875000 Penalty: 4793.355957
	Iteration 20F: 3 clusters Score -1782216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1782233.500000 Penalty: 4793.355957
	Iteration 21Q: 3 clusters Score -1782234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1782259.000000 Penalty: 4793.355957
	Iteration 22Q: 3 clusters Score -1782259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1782276.625000 Penalty: 4793.355957
	Iteration 23Q: 3 clusters Score -1782277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1782297.625000 Penalty: 4793.355957
	Iteration 24Q: 3 clusters Score -1782298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1782325.250000 Penalty: 4793.355957
	Iteration 25Q: 3 clusters Score -1782325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1782342.750000 Penalty: 4793.355957
	Iteration 26Q: 3 clusters Score -1782343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1782354.000000 Penalty: 4793.355957
	Iteration 27Q: 3 clusters Score -1782354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1782358.250000 Penalty: 4793.355957
	Iteration 28Q: 3 clusters Score -1782358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1782368.875000 Penalty: 4793.355957
	Iteration 29Q: 3 clusters Score -1782369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1782381.250000 Penalty: 4793.355957
	Iteration 30Q: 3 clusters Score -1782381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1782394.000000 Penalty: 4793.355957
	Iteration 31Q: 3 clusters Score -1782394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1782403.750000 Penalty: 4793.355957
	Iteration 32Q: 3 clusters Score -1782404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1782409.250000 Penalty: 4793.355957
	Iteration 33Q: 3 clusters Score -1782409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1782418.500000 Penalty: 4793.355957
	Iteration 34Q: 3 clusters Score -1782418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1782425.375000 Penalty: 4793.355957
	Iteration 35Q: 3 clusters Score -1782425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1782429.750000 Penalty: 4793.355957
	Iteration 36Q: 3 clusters Score -1782430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1782430.125000 Penalty: 4793.355957
	Iteration 37Q: 3 clusters Score -1782430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1782432.500000 Penalty: 4793.355957
	Iteration 38Q: 3 clusters Score -1782432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1782436.625000 Penalty: 4793.355957
	Iteration 39Q: 3 clusters Score -1782437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1782438.000000 Penalty: 4793.355957
	Iteration 40F: 3 clusters Score -1782438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1782439.875000 Penalty: 4793.355957
	Iteration 41Q: 3 clusters Score -1782440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1782438.875000 Penalty: 4793.355957
	Iteration 42Q: 3 clusters Score -1782439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1782439.875000 Penalty: 4793.355957
	Iteration 43Q: 3 clusters Score -1782440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1782437.500000 Penalty: 4793.355957
	Iteration 44Q: 3 clusters Score -1782438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1782442.125000 Penalty: 4793.355957
	Iteration 45Q: 3 clusters Score -1782442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1782444.875000 Penalty: 4793.355957
	Iteration 46Q: 3 clusters Score -1782445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1782447.125000 Penalty: 4793.355957
	Iteration 47Q: 3 clusters Score -1782447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1782447.125000 Penalty: 4793.355957
	Iteration 48F: 3 clusters Score -1782447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (14431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Entering Unmasked Estep 
Score: -1667914.500000 Penalty: 2375.129150
	Iteration 0F: 2 clusters Score -1667914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1657428.625000 Penalty: 4750.258301
	Iteration 0F: 3 clusters Score -1657429 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1660596.750000 Penalty: 4750.258301
	Iteration 1F: 3 clusters Score -1660597 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1660944.750000 Penalty: 4750.258301
	Iteration 2F: 3 clusters Score -1660945 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1661185.125000 Penalty: 4750.258301
	Iteration 3Q: 3 clusters Score -1661185 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1661344.375000 Penalty: 4750.258301
	Iteration 4Q: 3 clusters Score -1661344 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1661492.375000 Penalty: 4750.258301
	Iteration 5Q: 3 clusters Score -1661492 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1661619.000000 Penalty: 4750.258301
	Iteration 6Q: 3 clusters Score -1661619 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1661757.000000 Penalty: 4750.258301
	Iteration 7Q: 3 clusters Score -1661757 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1661916.875000 Penalty: 4750.258301
	Iteration 8Q: 3 clusters Score -1661917 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1662076.500000 Penalty: 4750.258301
	Iteration 9Q: 3 clusters Score -1662076 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1662254.375000 Penalty: 4750.258301
	Iteration 10Q: 3 clusters Score -1662254 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1662447.625000 Penalty: 4750.258301
	Iteration 11Q: 3 clusters Score -1662448 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1662680.750000 Penalty: 4750.258301
	Iteration 12Q: 3 clusters Score -1662681 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1662965.125000 Penalty: 4750.258301
	Iteration 13Q: 3 clusters Score -1662965 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1663274.875000 Penalty: 4750.258301
	Iteration 14Q: 3 clusters Score -1663275 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1663605.000000 Penalty: 4750.258301
	Iteration 15Q: 3 clusters Score -1663605 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1663966.375000 Penalty: 4750.258301
	Iteration 16Q: 3 clusters Score -1663966 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1664311.125000 Penalty: 4750.258301
	Iteration 17Q: 3 clusters Score -1664311 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1664654.125000 Penalty: 4750.258301
	Iteration 18Q: 3 clusters Score -1664654 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1664926.125000 Penalty: 4750.258301
	Iteration 19Q: 3 clusters Score -1664926 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1665136.500000 Penalty: 4750.258301
	Iteration 20F: 3 clusters Score -1665136 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1665277.500000 Penalty: 4750.258301
	Iteration 21Q: 3 clusters Score -1665278 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1665381.875000 Penalty: 4750.258301
	Iteration 22Q: 3 clusters Score -1665382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1665447.625000 Penalty: 4750.258301
	Iteration 23Q: 3 clusters Score -1665448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1665495.625000 Penalty: 4750.258301
	Iteration 24Q: 3 clusters Score -1665496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1665529.250000 Penalty: 4750.258301
	Iteration 25Q: 3 clusters Score -1665529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1665552.875000 Penalty: 4750.258301
	Iteration 26Q: 3 clusters Score -1665553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1665574.625000 Penalty: 4750.258301
	Iteration 27Q: 3 clusters Score -1665575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1665582.375000 Penalty: 4750.258301
	Iteration 28Q: 3 clusters Score -1665582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1665591.125000 Penalty: 4750.258301
	Iteration 29Q: 3 clusters Score -1665591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1665613.750000 Penalty: 4750.258301
	Iteration 30Q: 3 clusters Score -1665614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1665622.750000 Penalty: 4750.258301
	Iteration 31Q: 3 clusters Score -1665623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1665636.875000 Penalty: 4750.258301
	Iteration 32Q: 3 clusters Score -1665637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1665644.875000 Penalty: 4750.258301
	Iteration 33Q: 3 clusters Score -1665645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1665656.500000 Penalty: 4750.258301
	Iteration 34Q: 3 clusters Score -1665656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1665680.375000 Penalty: 4750.258301
	Iteration 35Q: 3 clusters Score -1665680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1665700.125000 Penalty: 4750.258301
	Iteration 36Q: 3 clusters Score -1665700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1665725.000000 Penalty: 4750.258301
	Iteration 37Q: 3 clusters Score -1665725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1665751.000000 Penalty: 4750.258301
	Iteration 38Q: 3 clusters Score -1665751 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1665793.625000 Penalty: 4750.258301
	Iteration 39Q: 3 clusters Score -1665794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1665827.000000 Penalty: 4750.258301
	Iteration 40F: 3 clusters Score -1665827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1665857.750000 Penalty: 4750.258301
	Iteration 41Q: 3 clusters Score -1665858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1665884.500000 Penalty: 4750.258301
	Iteration 42Q: 3 clusters Score -1665884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1665924.750000 Penalty: 4750.258301
	Iteration 43Q: 3 clusters Score -1665925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1665966.750000 Penalty: 4750.258301
	Iteration 44Q: 3 clusters Score -1665967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1666009.875000 Penalty: 4750.258301
	Iteration 45Q: 3 clusters Score -1666010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1666039.375000 Penalty: 4750.258301
	Iteration 46Q: 3 clusters Score -1666039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1666064.625000 Penalty: 4750.258301
	Iteration 47Q: 3 clusters Score -1666065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1666084.375000 Penalty: 4750.258301
	Iteration 48Q: 3 clusters Score -1666084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1666097.125000 Penalty: 4750.258301
	Iteration 49Q: 3 clusters Score -1666097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1666105.625000 Penalty: 4750.258301
	Iteration 50Q: 3 clusters Score -1666106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1666109.125000 Penalty: 4750.258301
	Iteration 51Q: 3 clusters Score -1666109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1666110.000000 Penalty: 4750.258301
	Iteration 52Q: 3 clusters Score -1666110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1666115.375000 Penalty: 4750.258301
	Iteration 53Q: 3 clusters Score -1666115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1666116.125000 Penalty: 4750.258301
	Iteration 54Q: 3 clusters Score -1666116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1666116.625000 Penalty: 4750.258301
	Iteration 55Q: 3 clusters Score -1666117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1666118.375000 Penalty: 4750.258301
	Iteration 56Q: 3 clusters Score -1666118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1666122.375000 Penalty: 4750.258301
	Iteration 57Q: 3 clusters Score -1666122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1666122.375000 Penalty: 4750.258301
	Iteration 58Q: 3 clusters Score -1666122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1666126.250000 Penalty: 4750.258301
	Iteration 59Q: 3 clusters Score -1666126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1666129.375000 Penalty: 4750.258301
	Iteration 60F: 3 clusters Score -1666129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1666130.250000 Penalty: 4750.258301
	Iteration 61Q: 3 clusters Score -1666130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1666134.875000 Penalty: 4750.258301
	Iteration 62Q: 3 clusters Score -1666135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1666136.250000 Penalty: 4750.258301
	Iteration 63Q: 3 clusters Score -1666136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1666135.000000 Penalty: 4750.258301
	Iteration 64Q: 3 clusters Score -1666135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1666136.375000 Penalty: 4750.258301
	Iteration 65Q: 3 clusters Score -1666136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1666136.375000 Penalty: 4750.258301
	Iteration 66F: 3 clusters Score -1666136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (25235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Entering Unmasked Estep 
Score: -2879351.500000 Penalty: 2513.724854
	Iteration 0F: 2 clusters Score -2879352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2862007.750000 Penalty: 5027.449707
	Iteration 0F: 3 clusters Score -2862008 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2868144.000000 Penalty: 5027.449707
	Iteration 1F: 3 clusters Score -2868144 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2868852.000000 Penalty: 5027.449707
	Iteration 2F: 3 clusters Score -2868852 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2869852.750000 Penalty: 5027.449707
	Iteration 3F: 3 clusters Score -2869853 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2871297.500000 Penalty: 5027.449707
	Iteration 4F: 3 clusters Score -2871298 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2873115.250000 Penalty: 5027.449707
	Iteration 5F: 3 clusters Score -2873115 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2874772.000000 Penalty: 5027.449707
	Iteration 6F: 3 clusters Score -2874772 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2875959.500000 Penalty: 5027.449707
	Iteration 7F: 3 clusters Score -2875960 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2876801.000000 Penalty: 5027.449707
	Iteration 8Q: 3 clusters Score -2876801 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2877361.000000 Penalty: 5027.449707
	Iteration 9Q: 3 clusters Score -2877361 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2877723.750000 Penalty: 5027.449707
	Iteration 10Q: 3 clusters Score -2877724 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2877963.250000 Penalty: 5027.449707
	Iteration 11Q: 3 clusters Score -2877963 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2878130.750000 Penalty: 5027.449707
	Iteration 12Q: 3 clusters Score -2878131 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2878264.250000 Penalty: 5027.449707
	Iteration 13Q: 3 clusters Score -2878264 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2878355.750000 Penalty: 5027.449707
	Iteration 14Q: 3 clusters Score -2878356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2878419.500000 Penalty: 5027.449707
	Iteration 15Q: 3 clusters Score -2878420 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2878464.500000 Penalty: 5027.449707
	Iteration 16Q: 3 clusters Score -2878464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2878488.500000 Penalty: 5027.449707
	Iteration 17Q: 3 clusters Score -2878488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2878510.250000 Penalty: 5027.449707
	Iteration 18Q: 3 clusters Score -2878510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2878521.000000 Penalty: 5027.449707
	Iteration 19Q: 3 clusters Score -2878521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2878525.250000 Penalty: 5027.449707
	Iteration 20F: 3 clusters Score -2878525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2878522.750000 Penalty: 5027.449707
	Iteration 21Q: 3 clusters Score -2878523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2878525.750000 Penalty: 5027.449707
	Iteration 22Q: 3 clusters Score -2878526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2878528.750000 Penalty: 5027.449707
	Iteration 23Q: 3 clusters Score -2878529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2878529.500000 Penalty: 5027.449707
	Iteration 24Q: 3 clusters Score -2878530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2878528.000000 Penalty: 5027.449707
	Iteration 25Q: 3 clusters Score -2878528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2878528.000000 Penalty: 5027.449707
	Iteration 26F: 3 clusters Score -2878528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -68299.742188 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -68299.74 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 311 members 
Entering Unmasked Estep 
Score: -66634.421875 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -66634.42 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66827.859375 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -66827.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66881.593750 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -66881.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66918.703125 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -66918.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66955.796875 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -66955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66980.070312 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -66980.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66990.046875 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -66990.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66993.929688 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -66993.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66993.929688 Penalty: 3219.398926
	Iteration 8F: 3 clusters Score -66993.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 52698 members 
Mstep: Class 4 contains 213953 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 37169 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108443 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 128325 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13618 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24845 members 
Mstep: Class 28 contains 45487 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10818 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5872 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 13925 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38370 members 
Mstep: Class 47 contains 29740 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8053 members 
Mstep: Class 54 contains 10238 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 14992 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8233 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3871 members 
Mstep: Class 67 contains 15741 members 
Mstep: Class 68 contains 14431 members 
Mstep: Class 69 contains 25235 members 
Mstep: Class 70 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139310336.000000 Penalty: 247769.875000
Iteration 279Q: 72 clusters Score -1.393103e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 52703 members 
Mstep: Class 4 contains 213970 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16084 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 37348 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108449 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8564 members 
Mstep: Class 17 contains 128324 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13619 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13392 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8264 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24866 members 
Mstep: Class 28 contains 45489 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10817 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5215 members 
Mstep: Class 39 contains 13935 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6819 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38343 members 
Mstep: Class 47 contains 29423 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8053 members 
Mstep: Class 54 contains 10242 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 15152 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8224 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20772 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12913 members 
Mstep: Class 66 contains 3872 members 
Mstep: Class 67 contains 16090 members 
Mstep: Class 68 contains 14367 members 
Mstep: Class 69 contains 25232 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 9997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311216.000000 Penalty: 247769.875000
Iteration 280F: 72 clusters Score -1.393112e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7122 members 
Mstep: Class 3 contains 52710 members 
Mstep: Class 4 contains 213967 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16076 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 36976 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108429 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 128324 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13631 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13406 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24862 members 
Mstep: Class 28 contains 45484 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10816 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5214 members 
Mstep: Class 39 contains 13961 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6820 members 
Mstep: Class 45 contains 4733 members 
Mstep: Class 46 contains 38295 members 
Mstep: Class 47 contains 29188 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8054 members 
Mstep: Class 54 contains 10240 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 15289 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8219 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20767 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12915 members 
Mstep: Class 66 contains 3872 members 
Mstep: Class 67 contains 16220 members 
Mstep: Class 68 contains 14309 members 
Mstep: Class 69 contains 25235 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 10418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311536.000000 Penalty: 247769.875000
Iteration 281Q: 72 clusters Score -1.393115e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 52717 members 
Mstep: Class 4 contains 213966 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16082 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 36710 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108427 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 128322 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13640 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13413 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8282 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24869 members 
Mstep: Class 28 contains 45471 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10816 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5212 members 
Mstep: Class 39 contains 13985 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 4734 members 
Mstep: Class 46 contains 38255 members 
Mstep: Class 47 contains 29008 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8053 members 
Mstep: Class 54 contains 10244 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 15384 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8213 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20764 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12917 members 
Mstep: Class 66 contains 3869 members 
Mstep: Class 67 contains 16351 members 
Mstep: Class 68 contains 14264 members 
Mstep: Class 69 contains 25236 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 10678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311360.000000 Penalty: 247769.875000
Iteration 282Q: 72 clusters Score -1.393114e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7101 members 
Mstep: Class 3 contains 52728 members 
Mstep: Class 4 contains 213956 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16079 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 36452 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108418 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 128321 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13421 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8289 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24875 members 
Mstep: Class 28 contains 45474 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10815 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5209 members 
Mstep: Class 39 contains 13994 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6825 members 
Mstep: Class 45 contains 4734 members 
Mstep: Class 46 contains 38225 members 
Mstep: Class 47 contains 28838 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8054 members 
Mstep: Class 54 contains 10247 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 15475 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8208 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20761 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12920 members 
Mstep: Class 66 contains 3871 members 
Mstep: Class 67 contains 16463 members 
Mstep: Class 68 contains 14243 members 
Mstep: Class 69 contains 25237 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 10921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311776.000000 Penalty: 247769.875000
Iteration 283Q: 72 clusters Score -1.393118e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 52731 members 
Mstep: Class 4 contains 213953 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16076 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7394 members 
Mstep: Class 11 contains 36243 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108411 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 128321 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13426 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8296 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24884 members 
Mstep: Class 28 contains 45468 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10815 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1159 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5210 members 
Mstep: Class 39 contains 13997 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6713 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6832 members 
Mstep: Class 45 contains 4735 members 
Mstep: Class 46 contains 38201 members 
Mstep: Class 47 contains 28688 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8055 members 
Mstep: Class 54 contains 10250 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 15530 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8207 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20757 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12921 members 
Mstep: Class 66 contains 3873 members 
Mstep: Class 67 contains 16557 members 
Mstep: Class 68 contains 14238 members 
Mstep: Class 69 contains 25236 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 11129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311952.000000 Penalty: 247769.875000
Iteration 284Q: 72 clusters Score -1.39312e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 52732 members 
Mstep: Class 4 contains 213963 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16076 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7396 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108399 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8624 members 
Mstep: Class 17 contains 128322 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13425 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8301 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24887 members 
Mstep: Class 28 contains 45461 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10814 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1161 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5211 members 
Mstep: Class 39 contains 14007 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6835 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 38164 members 
Mstep: Class 47 contains 28569 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8055 members 
Mstep: Class 54 contains 10249 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 15594 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8205 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20755 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12923 members 
Mstep: Class 66 contains 3873 members 
Mstep: Class 67 contains 16630 members 
Mstep: Class 68 contains 14220 members 
Mstep: Class 69 contains 25238 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 11323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312048.000000 Penalty: 247769.875000
Iteration 285Q: 72 clusters Score -1.39312e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7079 members 
Mstep: Class 3 contains 52733 members 
Mstep: Class 4 contains 213958 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16080 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 35882 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108390 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 128322 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13427 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8308 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24890 members 
Mstep: Class 28 contains 45451 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10813 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5874 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5212 members 
Mstep: Class 39 contains 14017 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6713 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6839 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 38135 members 
Mstep: Class 47 contains 28490 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3202 members 
Mstep: Class 53 contains 8054 members 
Mstep: Class 54 contains 10250 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 15646 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8202 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20751 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12924 members 
Mstep: Class 66 contains 3872 members 
Mstep: Class 67 contains 16685 members 
Mstep: Class 68 contains 14212 members 
Mstep: Class 69 contains 25240 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 11481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312064.000000 Penalty: 247769.875000
Iteration 286Q: 72 clusters Score -1.393121e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 52732 members 
Mstep: Class 4 contains 213958 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16076 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7397 members 
Mstep: Class 11 contains 35733 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108385 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 128322 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13685 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 13434 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8315 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24897 members 
Mstep: Class 28 contains 45449 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10811 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5211 members 
Mstep: Class 39 contains 14020 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6712 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6846 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 38094 members 
Mstep: Class 47 contains 28427 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8054 members 
Mstep: Class 54 contains 10256 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 15706 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8202 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20746 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12926 members 
Mstep: Class 66 contains 3872 members 
Mstep: Class 67 contains 16717 members 
Mstep: Class 68 contains 14210 members 
Mstep: Class 69 contains 25245 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 11608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311968.000000 Penalty: 247769.875000
Iteration 287Q: 72 clusters Score -1.39312e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 3 contains 52735 members 
Mstep: Class 4 contains 213963 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16081 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 35582 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108378 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 128324 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13692 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 13442 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8320 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24902 members 
Mstep: Class 28 contains 45442 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10810 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5872 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5209 members 
Mstep: Class 39 contains 14033 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6712 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6850 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 38050 members 
Mstep: Class 47 contains 28351 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8054 members 
Mstep: Class 54 contains 10261 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 15775 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8201 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20743 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12927 members 
Mstep: Class 66 contains 3873 members 
Mstep: Class 67 contains 16740 members 
Mstep: Class 68 contains 14200 members 
Mstep: Class 69 contains 25250 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 11738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311824.000000 Penalty: 247769.875000
Iteration 288Q: 72 clusters Score -1.393118e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7069 members 
Mstep: Class 3 contains 52736 members 
Mstep: Class 4 contains 213957 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16082 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 35464 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108374 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 128325 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13694 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 13448 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8331 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24905 members 
Mstep: Class 28 contains 45436 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10808 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5874 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5208 members 
Mstep: Class 39 contains 14044 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6852 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 38004 members 
Mstep: Class 47 contains 28268 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8055 members 
Mstep: Class 54 contains 10271 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 15846 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8201 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20741 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12927 members 
Mstep: Class 66 contains 3875 members 
Mstep: Class 67 contains 16761 members 
Mstep: Class 68 contains 14196 members 
Mstep: Class 69 contains 25251 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 11855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311888.000000 Penalty: 247769.875000
Iteration 289Q: 72 clusters Score -1.393119e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7067 members 
Mstep: Class 3 contains 52743 members 
Mstep: Class 4 contains 213960 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16077 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 35362 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108371 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 128325 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13696 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 13457 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8340 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24907 members 
Mstep: Class 28 contains 45430 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10805 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5209 members 
Mstep: Class 39 contains 14052 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6715 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6853 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 37948 members 
Mstep: Class 47 contains 28185 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8056 members 
Mstep: Class 54 contains 10274 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 15904 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8202 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20739 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12927 members 
Mstep: Class 66 contains 3877 members 
Mstep: Class 67 contains 16792 members 
Mstep: Class 68 contains 14191 members 
Mstep: Class 69 contains 25252 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 11962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311968.000000 Penalty: 247769.875000
Iteration 290Q: 72 clusters Score -1.39312e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 52754 members 
Mstep: Class 4 contains 213960 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16077 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 35274 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108363 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 128325 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13702 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 13465 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8343 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24911 members 
Mstep: Class 28 contains 45424 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10803 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5208 members 
Mstep: Class 39 contains 14064 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6715 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6854 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 37891 members 
Mstep: Class 47 contains 28125 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8057 members 
Mstep: Class 54 contains 10280 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 15953 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8200 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20739 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12929 members 
Mstep: Class 66 contains 3878 members 
Mstep: Class 67 contains 16818 members 
Mstep: Class 68 contains 14187 members 
Mstep: Class 69 contains 25255 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311952.000000 Penalty: 247769.875000
Iteration 291Q: 72 clusters Score -1.39312e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 52767 members 
Mstep: Class 4 contains 213960 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16077 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7408 members 
Mstep: Class 11 contains 35209 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108350 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 17 contains 128325 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8345 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24925 members 
Mstep: Class 28 contains 45424 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10799 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5880 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5211 members 
Mstep: Class 39 contains 14075 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6716 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 4737 members 
Mstep: Class 46 contains 37842 members 
Mstep: Class 47 contains 28089 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8057 members 
Mstep: Class 54 contains 10286 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 15983 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8198 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20739 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12929 members 
Mstep: Class 66 contains 3879 members 
Mstep: Class 67 contains 16828 members 
Mstep: Class 68 contains 14184 members 
Mstep: Class 69 contains 25258 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311888.000000 Penalty: 247769.875000
Iteration 292Q: 72 clusters Score -1.393119e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 3 contains 52776 members 
Mstep: Class 4 contains 213957 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16078 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 35139 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108347 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 128324 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13703 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8349 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24933 members 
Mstep: Class 28 contains 45418 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10796 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5880 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5215 members 
Mstep: Class 39 contains 14089 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6714 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 37804 members 
Mstep: Class 47 contains 28058 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8056 members 
Mstep: Class 54 contains 10298 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16002 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8196 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20738 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12930 members 
Mstep: Class 66 contains 3880 members 
Mstep: Class 67 contains 16848 members 
Mstep: Class 68 contains 14178 members 
Mstep: Class 69 contains 25262 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139311968.000000 Penalty: 247769.875000
Iteration 293Q: 72 clusters Score -1.39312e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7050 members 
Mstep: Class 3 contains 52778 members 
Mstep: Class 4 contains 213955 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16079 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7413 members 
Mstep: Class 11 contains 35075 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108346 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 128324 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13704 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13473 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8352 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24938 members 
Mstep: Class 28 contains 45414 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10793 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5883 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5217 members 
Mstep: Class 39 contains 14099 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6715 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 37781 members 
Mstep: Class 47 contains 28032 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8054 members 
Mstep: Class 54 contains 10306 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16018 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8193 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20737 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12927 members 
Mstep: Class 66 contains 3883 members 
Mstep: Class 67 contains 16859 members 
Mstep: Class 68 contains 14175 members 
Mstep: Class 69 contains 25267 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312096.000000 Penalty: 247769.875000
Iteration 294Q: 72 clusters Score -1.393121e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7047 members 
Mstep: Class 3 contains 52784 members 
Mstep: Class 4 contains 213956 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16083 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 35015 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108343 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 128323 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13702 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13475 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24943 members 
Mstep: Class 28 contains 45410 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10791 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5884 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5217 members 
Mstep: Class 39 contains 14102 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6715 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 37750 members 
Mstep: Class 47 contains 28013 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8053 members 
Mstep: Class 54 contains 10315 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16035 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8193 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20737 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12926 members 
Mstep: Class 66 contains 3885 members 
Mstep: Class 67 contains 16862 members 
Mstep: Class 68 contains 14168 members 
Mstep: Class 69 contains 25271 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312192.000000 Penalty: 247769.875000
Iteration 295Q: 72 clusters Score -1.393122e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 52787 members 
Mstep: Class 4 contains 213955 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16085 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 34964 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108343 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 128322 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13481 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8354 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24945 members 
Mstep: Class 28 contains 45406 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10790 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5884 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 14106 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6716 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 4736 members 
Mstep: Class 46 contains 37712 members 
Mstep: Class 47 contains 28006 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8053 members 
Mstep: Class 54 contains 10327 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16046 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8193 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20735 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12925 members 
Mstep: Class 66 contains 3885 members 
Mstep: Class 67 contains 16869 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25275 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312160.000000 Penalty: 247769.875000
Iteration 296Q: 72 clusters Score -1.393122e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 52796 members 
Mstep: Class 4 contains 213958 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16087 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 34917 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108339 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8755 members 
Mstep: Class 17 contains 128322 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24948 members 
Mstep: Class 28 contains 45406 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10790 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5884 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 14110 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6716 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 4738 members 
Mstep: Class 46 contains 37655 members 
Mstep: Class 47 contains 27988 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8053 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16053 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8192 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20733 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12927 members 
Mstep: Class 66 contains 3885 members 
Mstep: Class 67 contains 16875 members 
Mstep: Class 68 contains 14163 members 
Mstep: Class 69 contains 25277 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312192.000000 Penalty: 247769.875000
Iteration 297Q: 72 clusters Score -1.393122e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 52804 members 
Mstep: Class 4 contains 213962 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16087 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 34871 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108335 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8768 members 
Mstep: Class 17 contains 128323 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13701 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13499 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8357 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24949 members 
Mstep: Class 28 contains 45402 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10790 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5885 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5217 members 
Mstep: Class 39 contains 14114 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6718 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 4739 members 
Mstep: Class 46 contains 37604 members 
Mstep: Class 47 contains 27977 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8050 members 
Mstep: Class 54 contains 10343 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16066 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8190 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20733 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12927 members 
Mstep: Class 66 contains 3884 members 
Mstep: Class 67 contains 16875 members 
Mstep: Class 68 contains 14161 members 
Mstep: Class 69 contains 25277 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312144.000000 Penalty: 247769.875000
Iteration 298Q: 72 clusters Score -1.393121e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 52809 members 
Mstep: Class 4 contains 213963 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 16087 members 
Mstep: Class 9 contains 143177 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 34831 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108331 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8782 members 
Mstep: Class 17 contains 128323 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13698 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13509 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8361 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24947 members 
Mstep: Class 28 contains 45401 members 
Mstep: Class 29 contains 12001 members 
Mstep: Class 30 contains 10790 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5886 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5215 members 
Mstep: Class 39 contains 14118 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6722 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 4739 members 
Mstep: Class 46 contains 37567 members 
Mstep: Class 47 contains 27971 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8048 members 
Mstep: Class 54 contains 10349 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16075 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8188 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20732 members 
Mstep: Class 61 contains 1535 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12926 members 
Mstep: Class 66 contains 3882 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14158 members 
Mstep: Class 69 contains 25280 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312304.000000 Penalty: 247769.875000
Iteration 299Q: 72 clusters Score -1.393123e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 52817 members 
Mstep: Class 4 contains 213959 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14697 members 
Mstep: Class 8 contains 16088 members 
Mstep: Class 9 contains 143176 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 34799 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108328 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 128324 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13698 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13523 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8363 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24949 members 
Mstep: Class 28 contains 45397 members 
Mstep: Class 29 contains 12001 members 
Mstep: Class 30 contains 10790 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5885 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 14119 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6722 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 4739 members 
Mstep: Class 46 contains 37514 members 
Mstep: Class 47 contains 27956 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8045 members 
Mstep: Class 54 contains 10360 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16087 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8187 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8397 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12927 members 
Mstep: Class 66 contains 3882 members 
Mstep: Class 67 contains 16884 members 
Mstep: Class 68 contains 14159 members 
Mstep: Class 69 contains 25282 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312432.000000 Penalty: 247769.875000
Iteration 300F: 72 clusters Score -1.393124e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 52826 members 
Mstep: Class 4 contains 213965 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 16090 members 
Mstep: Class 9 contains 143175 members 
Mstep: Class 10 contains 7413 members 
Mstep: Class 11 contains 34771 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108331 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 128324 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13693 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13528 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8364 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24951 members 
Mstep: Class 28 contains 45399 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 10790 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5884 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5217 members 
Mstep: Class 39 contains 14117 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6722 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 4738 members 
Mstep: Class 46 contains 37457 members 
Mstep: Class 47 contains 27940 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8042 members 
Mstep: Class 54 contains 10373 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16095 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8186 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20729 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12927 members 
Mstep: Class 66 contains 3882 members 
Mstep: Class 67 contains 16885 members 
Mstep: Class 68 contains 14161 members 
Mstep: Class 69 contains 25283 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312384.000000 Penalty: 247769.875000
Iteration 301Q: 72 clusters Score -1.393124e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 52839 members 
Mstep: Class 4 contains 213965 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14692 members 
Mstep: Class 8 contains 16089 members 
Mstep: Class 9 contains 143175 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34736 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108332 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8838 members 
Mstep: Class 17 contains 128323 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13693 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13542 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8364 members 
Mstep: Class 26 contains 8278 members 
Mstep: Class 27 contains 24951 members 
Mstep: Class 28 contains 45400 members 
Mstep: Class 29 contains 12004 members 
Mstep: Class 30 contains 10790 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5884 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 14116 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6727 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 4738 members 
Mstep: Class 46 contains 37397 members 
Mstep: Class 47 contains 27927 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8040 members 
Mstep: Class 54 contains 10385 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16106 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8186 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20727 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12928 members 
Mstep: Class 66 contains 3882 members 
Mstep: Class 67 contains 16885 members 
Mstep: Class 68 contains 14159 members 
Mstep: Class 69 contains 25284 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312176.000000 Penalty: 247769.875000
Iteration 302Q: 72 clusters Score -1.393122e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7047 members 
Mstep: Class 3 contains 52845 members 
Mstep: Class 4 contains 213965 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16088 members 
Mstep: Class 9 contains 143173 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34716 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108332 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 128323 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13690 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13553 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8364 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24953 members 
Mstep: Class 28 contains 45401 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10791 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5883 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 14117 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 4738 members 
Mstep: Class 46 contains 37344 members 
Mstep: Class 47 contains 27917 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8038 members 
Mstep: Class 54 contains 10397 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16113 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8185 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20726 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12927 members 
Mstep: Class 66 contains 3880 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14158 members 
Mstep: Class 69 contains 25286 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312352.000000 Penalty: 247769.875000
Iteration 303Q: 72 clusters Score -1.393124e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 52855 members 
Mstep: Class 4 contains 213959 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 16092 members 
Mstep: Class 9 contains 143173 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34689 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108335 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8877 members 
Mstep: Class 17 contains 128323 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13690 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 13567 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8360 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24956 members 
Mstep: Class 28 contains 45400 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10792 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5883 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5214 members 
Mstep: Class 39 contains 14117 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 4738 members 
Mstep: Class 46 contains 37298 members 
Mstep: Class 47 contains 27911 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8037 members 
Mstep: Class 54 contains 10406 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16118 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8183 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20722 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12926 members 
Mstep: Class 66 contains 3880 members 
Mstep: Class 67 contains 16884 members 
Mstep: Class 68 contains 14157 members 
Mstep: Class 69 contains 25286 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312368.000000 Penalty: 247769.875000
Iteration 304Q: 72 clusters Score -1.393124e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 52866 members 
Mstep: Class 4 contains 213969 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 16091 members 
Mstep: Class 9 contains 143173 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34655 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108339 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8894 members 
Mstep: Class 17 contains 128323 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13689 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13579 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8359 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 24960 members 
Mstep: Class 28 contains 45402 members 
Mstep: Class 29 contains 12008 members 
Mstep: Class 30 contains 10791 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5883 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5215 members 
Mstep: Class 39 contains 14119 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 4738 members 
Mstep: Class 46 contains 37235 members 
Mstep: Class 47 contains 27903 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8037 members 
Mstep: Class 54 contains 10411 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16121 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8183 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12926 members 
Mstep: Class 66 contains 3880 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14157 members 
Mstep: Class 69 contains 25286 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312528.000000 Penalty: 247769.875000
Iteration 305Q: 72 clusters Score -1.393125e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7050 members 
Mstep: Class 3 contains 52872 members 
Mstep: Class 4 contains 213975 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14692 members 
Mstep: Class 8 contains 16093 members 
Mstep: Class 9 contains 143171 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34633 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108344 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8908 members 
Mstep: Class 17 contains 128321 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13686 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13594 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8360 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24961 members 
Mstep: Class 28 contains 45399 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10789 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5883 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5219 members 
Mstep: Class 39 contains 14119 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6730 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 4739 members 
Mstep: Class 46 contains 37180 members 
Mstep: Class 47 contains 27895 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8036 members 
Mstep: Class 54 contains 10416 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16121 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8183 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12925 members 
Mstep: Class 66 contains 3880 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14159 members 
Mstep: Class 69 contains 25288 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312560.000000 Penalty: 247769.875000
Iteration 306Q: 72 clusters Score -1.393126e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 3 contains 52877 members 
Mstep: Class 4 contains 213974 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 16095 members 
Mstep: Class 9 contains 143170 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34617 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108344 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 17 contains 128320 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13603 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8362 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24964 members 
Mstep: Class 28 contains 45400 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10789 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5883 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5218 members 
Mstep: Class 39 contains 14120 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 37129 members 
Mstep: Class 47 contains 27891 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8036 members 
Mstep: Class 54 contains 10428 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16117 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8183 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12924 members 
Mstep: Class 66 contains 3880 members 
Mstep: Class 67 contains 16878 members 
Mstep: Class 68 contains 14162 members 
Mstep: Class 69 contains 25291 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312752.000000 Penalty: 247769.875000
Iteration 307Q: 72 clusters Score -1.393128e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 52881 members 
Mstep: Class 4 contains 213978 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 16092 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34603 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108345 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8940 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13607 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8367 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24965 members 
Mstep: Class 28 contains 45401 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10789 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5219 members 
Mstep: Class 39 contains 14120 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6731 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 37086 members 
Mstep: Class 47 contains 27887 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10437 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16118 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8182 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12920 members 
Mstep: Class 66 contains 3879 members 
Mstep: Class 67 contains 16880 members 
Mstep: Class 68 contains 14163 members 
Mstep: Class 69 contains 25293 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312800.000000 Penalty: 247769.875000
Iteration 308Q: 72 clusters Score -1.393128e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 52889 members 
Mstep: Class 4 contains 213978 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 16089 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34584 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108343 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8950 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13608 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8370 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24963 members 
Mstep: Class 28 contains 45401 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10789 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5218 members 
Mstep: Class 39 contains 14121 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6731 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6858 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 37061 members 
Mstep: Class 47 contains 27883 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10446 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16116 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8182 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12919 members 
Mstep: Class 66 contains 3878 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14161 members 
Mstep: Class 69 contains 25295 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312800.000000 Penalty: 247769.875000
Iteration 309Q: 72 clusters Score -1.393128e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 52896 members 
Mstep: Class 4 contains 213978 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 16090 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34571 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108345 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8957 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13613 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8367 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24964 members 
Mstep: Class 28 contains 45403 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10789 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5218 members 
Mstep: Class 39 contains 14121 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6858 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 37034 members 
Mstep: Class 47 contains 27879 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10453 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16113 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12917 members 
Mstep: Class 66 contains 3878 members 
Mstep: Class 67 contains 16886 members 
Mstep: Class 68 contains 14160 members 
Mstep: Class 69 contains 25297 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312848.000000 Penalty: 247769.875000
Iteration 310Q: 72 clusters Score -1.393128e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 52901 members 
Mstep: Class 4 contains 213975 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 16093 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34557 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108345 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13621 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8368 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24966 members 
Mstep: Class 28 contains 45402 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10788 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5219 members 
Mstep: Class 39 contains 14122 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6858 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 37001 members 
Mstep: Class 47 contains 27874 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10455 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16116 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12918 members 
Mstep: Class 66 contains 3879 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14159 members 
Mstep: Class 69 contains 25298 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312784.000000 Penalty: 247769.875000
Iteration 311Q: 72 clusters Score -1.393128e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 52901 members 
Mstep: Class 4 contains 213977 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14692 members 
Mstep: Class 8 contains 16095 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34547 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108344 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8985 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13626 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8369 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24966 members 
Mstep: Class 28 contains 45399 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10788 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5223 members 
Mstep: Class 39 contains 14122 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6858 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36970 members 
Mstep: Class 47 contains 27868 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10459 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16119 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12920 members 
Mstep: Class 66 contains 3878 members 
Mstep: Class 67 contains 16886 members 
Mstep: Class 68 contains 14160 members 
Mstep: Class 69 contains 25299 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312736.000000 Penalty: 247769.875000
Iteration 312Q: 72 clusters Score -1.393127e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52906 members 
Mstep: Class 4 contains 213982 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16094 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34539 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108346 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13630 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8369 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24965 members 
Mstep: Class 28 contains 45400 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10787 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5224 members 
Mstep: Class 39 contains 14123 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6859 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36944 members 
Mstep: Class 47 contains 27863 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10458 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16120 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12920 members 
Mstep: Class 66 contains 3878 members 
Mstep: Class 67 contains 16886 members 
Mstep: Class 68 contains 14160 members 
Mstep: Class 69 contains 25300 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312816.000000 Penalty: 247769.875000
Iteration 313Q: 72 clusters Score -1.393128e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52910 members 
Mstep: Class 4 contains 213986 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16090 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34532 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108343 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9008 members 
Mstep: Class 17 contains 128320 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13633 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8371 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24965 members 
Mstep: Class 28 contains 45401 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10787 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5226 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6860 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36915 members 
Mstep: Class 47 contains 27855 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10462 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16121 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12921 members 
Mstep: Class 66 contains 3879 members 
Mstep: Class 67 contains 16885 members 
Mstep: Class 68 contains 14161 members 
Mstep: Class 69 contains 25303 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312720.000000 Penalty: 247769.875000
Iteration 314Q: 72 clusters Score -1.393127e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52923 members 
Mstep: Class 4 contains 213985 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16089 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34528 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108340 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13635 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8374 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24965 members 
Mstep: Class 28 contains 45402 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5227 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6861 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36884 members 
Mstep: Class 47 contains 27851 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10465 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16120 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12922 members 
Mstep: Class 66 contains 3880 members 
Mstep: Class 67 contains 16886 members 
Mstep: Class 68 contains 14165 members 
Mstep: Class 69 contains 25303 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312768.000000 Penalty: 247769.875000
Iteration 315Q: 72 clusters Score -1.393128e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52929 members 
Mstep: Class 4 contains 213988 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16092 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34523 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108341 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13635 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8373 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24964 members 
Mstep: Class 28 contains 45399 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5228 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36863 members 
Mstep: Class 47 contains 27844 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10469 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16123 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12923 members 
Mstep: Class 66 contains 3881 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25305 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312752.000000 Penalty: 247769.875000
Iteration 316Q: 72 clusters Score -1.393128e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52932 members 
Mstep: Class 4 contains 213988 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16095 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34517 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108343 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9032 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13635 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8373 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24965 members 
Mstep: Class 28 contains 45395 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5228 members 
Mstep: Class 39 contains 14128 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36850 members 
Mstep: Class 47 contains 27842 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10471 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16125 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20716 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12923 members 
Mstep: Class 66 contains 3882 members 
Mstep: Class 67 contains 16888 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25305 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312768.000000 Penalty: 247769.875000
Iteration 317Q: 72 clusters Score -1.393128e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52936 members 
Mstep: Class 4 contains 213987 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16098 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34515 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108344 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9036 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13637 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8374 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24966 members 
Mstep: Class 28 contains 45397 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5229 members 
Mstep: Class 39 contains 14130 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36830 members 
Mstep: Class 47 contains 27839 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10472 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16127 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12924 members 
Mstep: Class 66 contains 3882 members 
Mstep: Class 67 contains 16884 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25305 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312800.000000 Penalty: 247769.875000
Iteration 318Q: 72 clusters Score -1.393128e+08 nChanged 38
Entering ConstructFrom: 
Score: -139312800.000000 Penalty: 247769.875000
Entering ConstructFrom: 
Trying to split cluster 1 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -310047.937500 Penalty: 1977.939941
	Iteration 0F: 2 clusters Score -310047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -306853.156250 Penalty: 3955.879883
	Iteration 0F: 3 clusters Score -306853.2 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -307512.531250 Penalty: 3955.879883
	Iteration 1F: 3 clusters Score -307512.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -307653.062500 Penalty: 3955.879883
	Iteration 2F: 3 clusters Score -307653.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -307715.968750 Penalty: 3955.879883
	Iteration 3Q: 3 clusters Score -307716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -307746.562500 Penalty: 3955.879883
	Iteration 4Q: 3 clusters Score -307746.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -307775.593750 Penalty: 3955.879883
	Iteration 5Q: 3 clusters Score -307775.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -307798.500000 Penalty: 3955.879883
	Iteration 6Q: 3 clusters Score -307798.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -307820.281250 Penalty: 3955.879883
	Iteration 7Q: 3 clusters Score -307820.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -307837.937500 Penalty: 3955.879883
	Iteration 8Q: 3 clusters Score -307837.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307849.562500 Penalty: 3955.879883
	Iteration 9Q: 3 clusters Score -307849.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -307857.656250 Penalty: 3955.879883
	Iteration 10Q: 3 clusters Score -307857.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -307862.406250 Penalty: 3955.879883
	Iteration 11Q: 3 clusters Score -307862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -307869.218750 Penalty: 3955.879883
	Iteration 12Q: 3 clusters Score -307869.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -307875.375000 Penalty: 3955.879883
	Iteration 13Q: 3 clusters Score -307875.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -307880.781250 Penalty: 3955.879883
	Iteration 14Q: 3 clusters Score -307880.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -307884.437500 Penalty: 3955.879883
	Iteration 15Q: 3 clusters Score -307884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -307887.593750 Penalty: 3955.879883
	Iteration 16Q: 3 clusters Score -307887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -307889.031250 Penalty: 3955.879883
	Iteration 17Q: 3 clusters Score -307889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -307890.125000 Penalty: 3955.879883
	Iteration 18Q: 3 clusters Score -307890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -307891.593750 Penalty: 3955.879883
	Iteration 19Q: 3 clusters Score -307891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -307891.843750 Penalty: 3955.879883
	Iteration 20F: 3 clusters Score -307891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -307892.531250 Penalty: 3955.879883
	Iteration 21Q: 3 clusters Score -307892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -307893.031250 Penalty: 3955.879883
	Iteration 22Q: 3 clusters Score -307893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -307893.250000 Penalty: 3955.879883
	Iteration 23Q: 3 clusters Score -307893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -307893.500000 Penalty: 3955.879883
	Iteration 24Q: 3 clusters Score -307893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -307893.500000 Penalty: 3955.879883
	Iteration 25F: 3 clusters Score -307893.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Entering Unmasked Estep 
Score: -785873.500000 Penalty: 2197.579590
	Iteration 0F: 2 clusters Score -785873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -780037.312500 Penalty: 4395.159180
	Iteration 0F: 3 clusters Score -780037.3 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -781593.250000 Penalty: 4395.159180
	Iteration 1F: 3 clusters Score -781593.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -781867.125000 Penalty: 4395.159180
	Iteration 2F: 3 clusters Score -781867.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -782091.750000 Penalty: 4395.159180
	Iteration 3F: 3 clusters Score -782091.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -782241.687500 Penalty: 4395.159180
	Iteration 4Q: 3 clusters Score -782241.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -782388.875000 Penalty: 4395.159180
	Iteration 5Q: 3 clusters Score -782388.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -782532.625000 Penalty: 4395.159180
	Iteration 6Q: 3 clusters Score -782532.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -782687.812500 Penalty: 4395.159180
	Iteration 7Q: 3 clusters Score -782687.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -782825.437500 Penalty: 4395.159180
	Iteration 8Q: 3 clusters Score -782825.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -782980.750000 Penalty: 4395.159180
	Iteration 9Q: 3 clusters Score -782980.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -783172.187500 Penalty: 4395.159180
	Iteration 10Q: 3 clusters Score -783172.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -783376.812500 Penalty: 4395.159180
	Iteration 11Q: 3 clusters Score -783376.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -783573.187500 Penalty: 4395.159180
	Iteration 12Q: 3 clusters Score -783573.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -783734.125000 Penalty: 4395.159180
	Iteration 13Q: 3 clusters Score -783734.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -783874.125000 Penalty: 4395.159180
	Iteration 14Q: 3 clusters Score -783874.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -783991.187500 Penalty: 4395.159180
	Iteration 15Q: 3 clusters Score -783991.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -784083.687500 Penalty: 4395.159180
	Iteration 16Q: 3 clusters Score -784083.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -784161.750000 Penalty: 4395.159180
	Iteration 17Q: 3 clusters Score -784161.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -784222.875000 Penalty: 4395.159180
	Iteration 18Q: 3 clusters Score -784222.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -784261.812500 Penalty: 4395.159180
	Iteration 19Q: 3 clusters Score -784261.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -784291.000000 Penalty: 4395.159180
	Iteration 20F: 3 clusters Score -784291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -784311.437500 Penalty: 4395.159180
	Iteration 21Q: 3 clusters Score -784311.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -784325.125000 Penalty: 4395.159180
	Iteration 22Q: 3 clusters Score -784325.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -784336.437500 Penalty: 4395.159180
	Iteration 23Q: 3 clusters Score -784336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -784339.750000 Penalty: 4395.159180
	Iteration 24Q: 3 clusters Score -784339.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -784347.062500 Penalty: 4395.159180
	Iteration 25Q: 3 clusters Score -784347.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -784349.875000 Penalty: 4395.159180
	Iteration 26Q: 3 clusters Score -784349.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -784352.375000 Penalty: 4395.159180
	Iteration 27Q: 3 clusters Score -784352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -784351.812500 Penalty: 4395.159180
	Iteration 28Q: 3 clusters Score -784351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -784351.750000 Penalty: 4395.159180
	Iteration 29Q: 3 clusters Score -784351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -784351.937500 Penalty: 4395.159180
	Iteration 30Q: 3 clusters Score -784351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -784351.937500 Penalty: 4395.159180
	Iteration 31F: 3 clusters Score -784351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Entering Unmasked Estep 
Score: -6029157.500000 Penalty: 2697.456055
	Iteration 0F: 2 clusters Score -6029158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5993541.000000 Penalty: 5394.912109
	Iteration 0F: 3 clusters Score -5993541 nChanged 24548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -6007386.000000 Penalty: 5394.912109
	Iteration 1F: 3 clusters Score -6007386 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -6008178.000000 Penalty: 5394.912109
	Iteration 2Q: 3 clusters Score -6008178 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -6008991.000000 Penalty: 5394.912109
	Iteration 3Q: 3 clusters Score -6008991 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -6010022.500000 Penalty: 5394.912109
	Iteration 4Q: 3 clusters Score -6010022 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -6011233.000000 Penalty: 5394.912109
	Iteration 5F: 3 clusters Score -6011233 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -6012509.500000 Penalty: 5394.912109
	Iteration 6F: 3 clusters Score -6012510 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -6013959.000000 Penalty: 5394.912109
	Iteration 7F: 3 clusters Score -6013959 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -6015478.000000 Penalty: 5394.912109
	Iteration 8F: 3 clusters Score -6015478 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -6017006.500000 Penalty: 5394.912109
	Iteration 9F: 3 clusters Score -6017006 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -6018535.500000 Penalty: 5394.912109
	Iteration 10Q: 3 clusters Score -6018536 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -6020140.500000 Penalty: 5394.912109
	Iteration 11Q: 3 clusters Score -6020140 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -6021658.500000 Penalty: 5394.912109
	Iteration 12Q: 3 clusters Score -6021658 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -6022899.500000 Penalty: 5394.912109
	Iteration 13Q: 3 clusters Score -6022900 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -6023905.500000 Penalty: 5394.912109
	Iteration 14Q: 3 clusters Score -6023906 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -6024637.500000 Penalty: 5394.912109
	Iteration 15Q: 3 clusters Score -6024638 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -6025203.500000 Penalty: 5394.912109
	Iteration 16Q: 3 clusters Score -6025204 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6025640.000000 Penalty: 5394.912109
	Iteration 17Q: 3 clusters Score -6025640 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6025918.500000 Penalty: 5394.912109
	Iteration 18Q: 3 clusters Score -6025918 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6026162.000000 Penalty: 5394.912109
	Iteration 19Q: 3 clusters Score -6026162 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6026348.000000 Penalty: 5394.912109
	Iteration 20F: 3 clusters Score -6026348 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6026500.000000 Penalty: 5394.912109
	Iteration 21Q: 3 clusters Score -6026500 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6026619.500000 Penalty: 5394.912109
	Iteration 22Q: 3 clusters Score -6026620 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6026714.500000 Penalty: 5394.912109
	Iteration 23Q: 3 clusters Score -6026714 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6026773.000000 Penalty: 5394.912109
	Iteration 24Q: 3 clusters Score -6026773 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6026803.500000 Penalty: 5394.912109
	Iteration 25Q: 3 clusters Score -6026804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6026835.500000 Penalty: 5394.912109
	Iteration 26Q: 3 clusters Score -6026836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6026867.500000 Penalty: 5394.912109
	Iteration 27Q: 3 clusters Score -6026868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6026892.000000 Penalty: 5394.912109
	Iteration 28Q: 3 clusters Score -6026892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6026925.500000 Penalty: 5394.912109
	Iteration 29Q: 3 clusters Score -6026926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6026949.500000 Penalty: 5394.912109
	Iteration 30Q: 3 clusters Score -6026950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6026978.500000 Penalty: 5394.912109
	Iteration 31Q: 3 clusters Score -6026978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6026999.000000 Penalty: 5394.912109
	Iteration 32Q: 3 clusters Score -6026999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6027005.500000 Penalty: 5394.912109
	Iteration 33Q: 3 clusters Score -6027006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6027024.000000 Penalty: 5394.912109
	Iteration 34Q: 3 clusters Score -6027024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6027026.000000 Penalty: 5394.912109
	Iteration 35Q: 3 clusters Score -6027026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6027023.000000 Penalty: 5394.912109
	Iteration 36Q: 3 clusters Score -6027023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6027026.000000 Penalty: 5394.912109
	Iteration 37Q: 3 clusters Score -6027026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6027032.500000 Penalty: 5394.912109
	Iteration 38Q: 3 clusters Score -6027032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6027045.500000 Penalty: 5394.912109
	Iteration 39Q: 3 clusters Score -6027046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6027037.000000 Penalty: 5394.912109
	Iteration 40F: 3 clusters Score -6027037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6027035.000000 Penalty: 5394.912109
	Iteration 41Q: 3 clusters Score -6027035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6027035.000000 Penalty: 5394.912109
	Iteration 42F: 3 clusters Score -6027035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213987 members 
Entering Unmasked Estep 
Score: -24565834.000000 Penalty: 3043.870117
	Iteration 0F: 2 clusters Score -2.456583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -24442616.000000 Penalty: 6087.740234
	Iteration 0F: 3 clusters Score -2.444262e+07 nChanged 103066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 110196 members 
Entering Unmasked Estep 
Score: -24502510.000000 Penalty: 6087.740234
	Iteration 1F: 3 clusters Score -2.450251e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101557 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -24503432.000000 Penalty: 6087.740234
	Iteration 2Q: 3 clusters Score -2.450343e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 115960 members 
Entering Unmasked Estep 
Score: -24504776.000000 Penalty: 6087.740234
	Iteration 3Q: 3 clusters Score -2.450478e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -24506898.000000 Penalty: 6087.740234
	Iteration 4Q: 3 clusters Score -2.45069e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 130043 members 
Entering Unmasked Estep 
Score: -24511004.000000 Penalty: 6087.740234
	Iteration 5Q: 3 clusters Score -2.4511e+07 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 142441 members 
Entering Unmasked Estep 
Score: -24518428.000000 Penalty: 6087.740234
	Iteration 6F: 3 clusters Score -2.451843e+07 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 158914 members 
Entering Unmasked Estep 
Score: -24530228.000000 Penalty: 6087.740234
	Iteration 7F: 3 clusters Score -2.453023e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 177711 members 
Entering Unmasked Estep 
Score: -24541308.000000 Penalty: 6087.740234
	Iteration 8F: 3 clusters Score -2.454131e+07 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 193799 members 
Entering Unmasked Estep 
Score: -24549922.000000 Penalty: 6087.740234
	Iteration 9F: 3 clusters Score -2.454992e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 204336 members 
Entering Unmasked Estep 
Score: -24556016.000000 Penalty: 6087.740234
	Iteration 10Q: 3 clusters Score -2.455602e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 210034 members 
Entering Unmasked Estep 
Score: -24560118.000000 Penalty: 6087.740234
	Iteration 11Q: 3 clusters Score -2.456012e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 212516 members 
Entering Unmasked Estep 
Score: -24562026.000000 Penalty: 6087.740234
	Iteration 12Q: 3 clusters Score -2.456203e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 213293 members 
Entering Unmasked Estep 
Score: -24562678.000000 Penalty: 6087.740234
	Iteration 13Q: 3 clusters Score -2.456268e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 213513 members 
Entering Unmasked Estep 
Score: -24562960.000000 Penalty: 6087.740234
	Iteration 14Q: 3 clusters Score -2.456296e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 213584 members 
Entering Unmasked Estep 
Score: -24563082.000000 Penalty: 6087.740234
	Iteration 15Q: 3 clusters Score -2.456308e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 213618 members 
Entering Unmasked Estep 
Score: -24563124.000000 Penalty: 6087.740234
	Iteration 16Q: 3 clusters Score -2.456312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 213643 members 
Entering Unmasked Estep 
Score: -24563184.000000 Penalty: 6087.740234
	Iteration 17Q: 3 clusters Score -2.456318e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 213653 members 
Entering Unmasked Estep 
Score: -24563194.000000 Penalty: 6087.740234
	Iteration 18Q: 3 clusters Score -2.456319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 213663 members 
Entering Unmasked Estep 
Score: -24563202.000000 Penalty: 6087.740234
	Iteration 19Q: 3 clusters Score -2.45632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 213669 members 
Entering Unmasked Estep 
Score: -24563232.000000 Penalty: 6087.740234
	Iteration 20F: 3 clusters Score -2.456323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 213672 members 
Entering Unmasked Estep 
Score: -24563214.000000 Penalty: 6087.740234
	Iteration 21Q: 3 clusters Score -2.456321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213677 members 
Entering Unmasked Estep 
Score: -24563224.000000 Penalty: 6087.740234
	Iteration 22Q: 3 clusters Score -2.456322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 213673 members 
Entering Unmasked Estep 
Score: -24563230.000000 Penalty: 6087.740234
	Iteration 23Q: 3 clusters Score -2.456323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 213675 members 
Entering Unmasked Estep 
Score: -24563222.000000 Penalty: 6087.740234
	Iteration 24Q: 3 clusters Score -2.456322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -24563220.000000 Penalty: 6087.740234
	Iteration 25Q: 3 clusters Score -2.456322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213677 members 
Entering Unmasked Estep 
Score: -24563232.000000 Penalty: 6087.740234
	Iteration 26Q: 3 clusters Score -2.456323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 213678 members 
Entering Unmasked Estep 
Score: -24563242.000000 Penalty: 6087.740234
	Iteration 27Q: 3 clusters Score -2.456324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -24563262.000000 Penalty: 6087.740234
	Iteration 28Q: 3 clusters Score -2.456326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -24563256.000000 Penalty: 6087.740234
	Iteration 29Q: 3 clusters Score -2.456326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -24563248.000000 Penalty: 6087.740234
	Iteration 30Q: 3 clusters Score -2.456325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -24563248.000000 Penalty: 6087.740234
	Iteration 31F: 3 clusters Score -2.456325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -884633.000000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -884633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -878081.000000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -878081 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -879936.125000 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -879936.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -880234.437500 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -880234.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -880430.750000 Penalty: 4465.034668
	Iteration 3Q: 3 clusters Score -880430.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -880615.562500 Penalty: 4465.034668
	Iteration 4Q: 3 clusters Score -880615.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -880808.125000 Penalty: 4465.034668
	Iteration 5Q: 3 clusters Score -880808.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -881040.875000 Penalty: 4465.034668
	Iteration 6Q: 3 clusters Score -881040.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -881299.125000 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -881299.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -881555.562500 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -881555.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -881810.187500 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -881810.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -882032.000000 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -882032 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -882197.625000 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -882197.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -882309.750000 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -882309.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -882403.812500 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -882403.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -882473.187500 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -882473.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -882535.312500 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -882535.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -882576.875000 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -882576.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -882618.312500 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -882618.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -882664.437500 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -882664.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -882709.500000 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -882709.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -882754.312500 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -882754.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -882793.562500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -882793.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -882847.187500 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -882847.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -882892.125000 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -882892.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -882921.812500 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -882921.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -882938.375000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -882938.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -882952.500000 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -882952.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -882965.250000 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -882965.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -882979.312500 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -882979.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -882991.875000 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -882991.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -883003.437500 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -883003.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -883013.937500 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -883013.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -883020.437500 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -883020.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -883028.062500 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -883028.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -883034.125000 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -883034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -883040.000000 Penalty: 4465.034668
	Iteration 35Q: 3 clusters Score -883040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -883044.875000 Penalty: 4465.034668
	Iteration 36Q: 3 clusters Score -883044.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -883050.250000 Penalty: 4465.034668
	Iteration 37Q: 3 clusters Score -883050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -883055.562500 Penalty: 4465.034668
	Iteration 38Q: 3 clusters Score -883055.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -883058.937500 Penalty: 4465.034668
	Iteration 39Q: 3 clusters Score -883058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -883066.875000 Penalty: 4465.034668
	Iteration 40F: 3 clusters Score -883066.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -883074.187500 Penalty: 4465.034668
	Iteration 41Q: 3 clusters Score -883074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -883080.687500 Penalty: 4465.034668
	Iteration 42Q: 3 clusters Score -883080.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -883086.375000 Penalty: 4465.034668
	Iteration 43Q: 3 clusters Score -883086.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -883094.000000 Penalty: 4465.034668
	Iteration 44Q: 3 clusters Score -883094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -883097.562500 Penalty: 4465.034668
	Iteration 45Q: 3 clusters Score -883097.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -883107.812500 Penalty: 4465.034668
	Iteration 46Q: 3 clusters Score -883107.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -883114.875000 Penalty: 4465.034668
	Iteration 47Q: 3 clusters Score -883114.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -883119.187500 Penalty: 4465.034668
	Iteration 48Q: 3 clusters Score -883119.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -883120.875000 Penalty: 4465.034668
	Iteration 49Q: 3 clusters Score -883120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -883122.750000 Penalty: 4465.034668
	Iteration 50Q: 3 clusters Score -883122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -883122.437500 Penalty: 4465.034668
	Iteration 51Q: 3 clusters Score -883122.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -883125.750000 Penalty: 4465.034668
	Iteration 52Q: 3 clusters Score -883125.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -883133.562500 Penalty: 4465.034668
	Iteration 53Q: 3 clusters Score -883133.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -883138.500000 Penalty: 4465.034668
	Iteration 54Q: 3 clusters Score -883138.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -883147.937500 Penalty: 4465.034668
	Iteration 55Q: 3 clusters Score -883147.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -883156.687500 Penalty: 4465.034668
	Iteration 56Q: 3 clusters Score -883156.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -883166.125000 Penalty: 4465.034668
	Iteration 57Q: 3 clusters Score -883166.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -883176.250000 Penalty: 4465.034668
	Iteration 58Q: 3 clusters Score -883176.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -883185.500000 Penalty: 4465.034668
	Iteration 59Q: 3 clusters Score -883185.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -883194.062500 Penalty: 4465.034668
	Iteration 60F: 3 clusters Score -883194.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -883205.937500 Penalty: 4465.034668
	Iteration 61Q: 3 clusters Score -883205.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -883214.250000 Penalty: 4465.034668
	Iteration 62Q: 3 clusters Score -883214.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -883224.687500 Penalty: 4465.034668
	Iteration 63Q: 3 clusters Score -883224.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -883238.312500 Penalty: 4465.034668
	Iteration 64Q: 3 clusters Score -883238.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -883252.875000 Penalty: 4465.034668
	Iteration 65Q: 3 clusters Score -883252.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -883273.562500 Penalty: 4465.034668
	Iteration 66Q: 3 clusters Score -883273.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -883289.312500 Penalty: 4465.034668
	Iteration 67Q: 3 clusters Score -883289.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -883302.812500 Penalty: 4465.034668
	Iteration 68Q: 3 clusters Score -883302.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -883320.562500 Penalty: 4465.034668
	Iteration 69Q: 3 clusters Score -883320.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -883343.562500 Penalty: 4465.034668
	Iteration 70Q: 3 clusters Score -883343.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -883364.750000 Penalty: 4465.034668
	Iteration 71Q: 3 clusters Score -883364.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -883383.125000 Penalty: 4465.034668
	Iteration 72Q: 3 clusters Score -883383.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -883411.250000 Penalty: 4465.034668
	Iteration 73Q: 3 clusters Score -883411.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -883432.625000 Penalty: 4465.034668
	Iteration 74Q: 3 clusters Score -883432.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -883454.750000 Penalty: 4465.034668
	Iteration 75Q: 3 clusters Score -883454.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -883470.312500 Penalty: 4465.034668
	Iteration 76Q: 3 clusters Score -883470.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -883491.750000 Penalty: 4465.034668
	Iteration 77Q: 3 clusters Score -883491.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -883507.812500 Penalty: 4465.034668
	Iteration 78Q: 3 clusters Score -883507.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -883528.187500 Penalty: 4465.034668
	Iteration 79Q: 3 clusters Score -883528.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -883547.750000 Penalty: 4465.034668
	Iteration 80F: 3 clusters Score -883547.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -883574.125000 Penalty: 4465.034668
	Iteration 81Q: 3 clusters Score -883574.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -883600.500000 Penalty: 4465.034668
	Iteration 82Q: 3 clusters Score -883600.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -883631.437500 Penalty: 4465.034668
	Iteration 83Q: 3 clusters Score -883631.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -883655.875000 Penalty: 4465.034668
	Iteration 84Q: 3 clusters Score -883655.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -883681.812500 Penalty: 4465.034668
	Iteration 85Q: 3 clusters Score -883681.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -883711.687500 Penalty: 4465.034668
	Iteration 86Q: 3 clusters Score -883711.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -883739.500000 Penalty: 4465.034668
	Iteration 87Q: 3 clusters Score -883739.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -883759.500000 Penalty: 4465.034668
	Iteration 88Q: 3 clusters Score -883759.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -883787.937500 Penalty: 4465.034668
	Iteration 89Q: 3 clusters Score -883787.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -883808.750000 Penalty: 4465.034668
	Iteration 90Q: 3 clusters Score -883808.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -883823.937500 Penalty: 4465.034668
	Iteration 91Q: 3 clusters Score -883823.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -883838.187500 Penalty: 4465.034668
	Iteration 92Q: 3 clusters Score -883838.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -883853.062500 Penalty: 4465.034668
	Iteration 93Q: 3 clusters Score -883853.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -883873.875000 Penalty: 4465.034668
	Iteration 94Q: 3 clusters Score -883873.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -883892.375000 Penalty: 4465.034668
	Iteration 95Q: 3 clusters Score -883892.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -883916.562500 Penalty: 4465.034668
	Iteration 96Q: 3 clusters Score -883916.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -883933.437500 Penalty: 4465.034668
	Iteration 97Q: 3 clusters Score -883933.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -883956.375000 Penalty: 4465.034668
	Iteration 98Q: 3 clusters Score -883956.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -883976.000000 Penalty: 4465.034668
	Iteration 99Q: 3 clusters Score -883976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -883988.375000 Penalty: 4465.034668
	Iteration 100F: 3 clusters Score -883988.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -883999.062500 Penalty: 4465.034668
	Iteration 101Q: 3 clusters Score -883999.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -884006.125000 Penalty: 4465.034668
	Iteration 102Q: 3 clusters Score -884006.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -884016.312500 Penalty: 4465.034668
	Iteration 103Q: 3 clusters Score -884016.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -884022.937500 Penalty: 4465.034668
	Iteration 104Q: 3 clusters Score -884022.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -884028.937500 Penalty: 4465.034668
	Iteration 105Q: 3 clusters Score -884028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -884030.875000 Penalty: 4465.034668
	Iteration 106Q: 3 clusters Score -884030.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -884035.875000 Penalty: 4465.034668
	Iteration 107Q: 3 clusters Score -884035.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -884041.062500 Penalty: 4465.034668
	Iteration 108Q: 3 clusters Score -884041.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -884042.875000 Penalty: 4465.034668
	Iteration 109Q: 3 clusters Score -884042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -884046.687500 Penalty: 4465.034668
	Iteration 110Q: 3 clusters Score -884046.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -884047.875000 Penalty: 4465.034668
	Iteration 111Q: 3 clusters Score -884047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -884046.875000 Penalty: 4465.034668
	Iteration 112Q: 3 clusters Score -884046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -884050.312500 Penalty: 4465.034668
	Iteration 113Q: 3 clusters Score -884050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -884050.250000 Penalty: 4465.034668
	Iteration 114Q: 3 clusters Score -884050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -884053.812500 Penalty: 4465.034668
	Iteration 115Q: 3 clusters Score -884053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -884057.187500 Penalty: 4465.034668
	Iteration 116Q: 3 clusters Score -884057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -884055.187500 Penalty: 4465.034668
	Iteration 117Q: 3 clusters Score -884055.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -884058.000000 Penalty: 4465.034668
	Iteration 118Q: 3 clusters Score -884058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -884058.812500 Penalty: 4465.034668
	Iteration 119Q: 3 clusters Score -884058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -884059.812500 Penalty: 4465.034668
	Iteration 120F: 3 clusters Score -884059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -884059.500000 Penalty: 4465.034668
	Iteration 121Q: 3 clusters Score -884059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -884062.875000 Penalty: 4465.034668
	Iteration 122Q: 3 clusters Score -884062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -884062.375000 Penalty: 4465.034668
	Iteration 123Q: 3 clusters Score -884062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -884063.187500 Penalty: 4465.034668
	Iteration 124Q: 3 clusters Score -884063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -884063.125000 Penalty: 4465.034668
	Iteration 125Q: 3 clusters Score -884063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -884063.812500 Penalty: 4465.034668
	Iteration 126Q: 3 clusters Score -884063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -884063.812500 Penalty: 4465.034668
	Iteration 127F: 3 clusters Score -884063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -257365.375000 Penalty: 1952.746704
	Iteration 0F: 2 clusters Score -257365.4 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 1301 members 
Entering Unmasked Estep 
Score: -254370.453125 Penalty: 3905.493408
	Iteration 0F: 3 clusters Score -254370.5 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -255175.187500 Penalty: 3905.493408
	Iteration 1F: 3 clusters Score -255175.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -255464.843750 Penalty: 3905.493408
	Iteration 2F: 3 clusters Score -255464.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -255717.875000 Penalty: 3905.493408
	Iteration 3F: 3 clusters Score -255717.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -255963.593750 Penalty: 3905.493408
	Iteration 4F: 3 clusters Score -255963.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -256157.562500 Penalty: 3905.493408
	Iteration 5F: 3 clusters Score -256157.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -256342.953125 Penalty: 3905.493408
	Iteration 6Q: 3 clusters Score -256343 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -256524.031250 Penalty: 3905.493408
	Iteration 7Q: 3 clusters Score -256524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -256678.671875 Penalty: 3905.493408
	Iteration 8Q: 3 clusters Score -256678.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -256796.546875 Penalty: 3905.493408
	Iteration 9Q: 3 clusters Score -256796.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -256908.078125 Penalty: 3905.493408
	Iteration 10Q: 3 clusters Score -256908.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -256989.031250 Penalty: 3905.493408
	Iteration 11Q: 3 clusters Score -256989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -257041.750000 Penalty: 3905.493408
	Iteration 12Q: 3 clusters Score -257041.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -257064.671875 Penalty: 3905.493408
	Iteration 13Q: 3 clusters Score -257064.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -257081.468750 Penalty: 3905.493408
	Iteration 14Q: 3 clusters Score -257081.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -257096.109375 Penalty: 3905.493408
	Iteration 15Q: 3 clusters Score -257096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -257107.140625 Penalty: 3905.493408
	Iteration 16Q: 3 clusters Score -257107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -257112.890625 Penalty: 3905.493408
	Iteration 17Q: 3 clusters Score -257112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -257118.609375 Penalty: 3905.493408
	Iteration 18Q: 3 clusters Score -257118.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257122.296875 Penalty: 3905.493408
	Iteration 19Q: 3 clusters Score -257122.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -257127.906250 Penalty: 3905.493408
	Iteration 20F: 3 clusters Score -257127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257130.453125 Penalty: 3905.493408
	Iteration 21Q: 3 clusters Score -257130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -257130.578125 Penalty: 3905.493408
	Iteration 22Q: 3 clusters Score -257130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -257131.375000 Penalty: 3905.493408
	Iteration 23Q: 3 clusters Score -257131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -257132.562500 Penalty: 3905.493408
	Iteration 24Q: 3 clusters Score -257132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -257133.875000 Penalty: 3905.493408
	Iteration 25Q: 3 clusters Score -257133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -257133.875000 Penalty: 3905.493408
	Iteration 26F: 3 clusters Score -257133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Entering Unmasked Estep 
Score: -1522751.875000 Penalty: 2379.557617
	Iteration 0F: 2 clusters Score -1522752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1512169.875000 Penalty: 4759.115234
	Iteration 0F: 3 clusters Score -1512170 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1515594.625000 Penalty: 4759.115234
	Iteration 1F: 3 clusters Score -1515595 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1516005.500000 Penalty: 4759.115234
	Iteration 2F: 3 clusters Score -1516006 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1516396.625000 Penalty: 4759.115234
	Iteration 3F: 3 clusters Score -1516397 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1516763.250000 Penalty: 4759.115234
	Iteration 4Q: 3 clusters Score -1516763 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1517150.500000 Penalty: 4759.115234
	Iteration 5Q: 3 clusters Score -1517150 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1517526.000000 Penalty: 4759.115234
	Iteration 6Q: 3 clusters Score -1517526 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1517875.500000 Penalty: 4759.115234
	Iteration 7Q: 3 clusters Score -1517876 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1518174.125000 Penalty: 4759.115234
	Iteration 8Q: 3 clusters Score -1518174 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1518471.750000 Penalty: 4759.115234
	Iteration 9Q: 3 clusters Score -1518472 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1518775.125000 Penalty: 4759.115234
	Iteration 10Q: 3 clusters Score -1518775 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1519081.250000 Penalty: 4759.115234
	Iteration 11Q: 3 clusters Score -1519081 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1519372.875000 Penalty: 4759.115234
	Iteration 12Q: 3 clusters Score -1519373 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1519646.875000 Penalty: 4759.115234
	Iteration 13Q: 3 clusters Score -1519647 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1519861.375000 Penalty: 4759.115234
	Iteration 14Q: 3 clusters Score -1519861 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1520041.875000 Penalty: 4759.115234
	Iteration 15Q: 3 clusters Score -1520042 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1520182.375000 Penalty: 4759.115234
	Iteration 16Q: 3 clusters Score -1520182 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1520298.875000 Penalty: 4759.115234
	Iteration 17Q: 3 clusters Score -1520299 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1520404.125000 Penalty: 4759.115234
	Iteration 18Q: 3 clusters Score -1520404 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1520500.625000 Penalty: 4759.115234
	Iteration 19Q: 3 clusters Score -1520501 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1520606.000000 Penalty: 4759.115234
	Iteration 20F: 3 clusters Score -1520606 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1520691.625000 Penalty: 4759.115234
	Iteration 21Q: 3 clusters Score -1520692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1520757.000000 Penalty: 4759.115234
	Iteration 22Q: 3 clusters Score -1520757 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1520813.375000 Penalty: 4759.115234
	Iteration 23Q: 3 clusters Score -1520813 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1520857.250000 Penalty: 4759.115234
	Iteration 24Q: 3 clusters Score -1520857 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1520891.375000 Penalty: 4759.115234
	Iteration 25Q: 3 clusters Score -1520891 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1520925.125000 Penalty: 4759.115234
	Iteration 26Q: 3 clusters Score -1520925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1520950.625000 Penalty: 4759.115234
	Iteration 27Q: 3 clusters Score -1520951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1520984.000000 Penalty: 4759.115234
	Iteration 28Q: 3 clusters Score -1520984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1521018.625000 Penalty: 4759.115234
	Iteration 29Q: 3 clusters Score -1521019 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1521045.125000 Penalty: 4759.115234
	Iteration 30Q: 3 clusters Score -1521045 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1521074.625000 Penalty: 4759.115234
	Iteration 31Q: 3 clusters Score -1521075 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1521097.125000 Penalty: 4759.115234
	Iteration 32Q: 3 clusters Score -1521097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1521132.750000 Penalty: 4759.115234
	Iteration 33Q: 3 clusters Score -1521133 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1521170.500000 Penalty: 4759.115234
	Iteration 34Q: 3 clusters Score -1521170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1521206.875000 Penalty: 4759.115234
	Iteration 35Q: 3 clusters Score -1521207 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1521259.500000 Penalty: 4759.115234
	Iteration 36Q: 3 clusters Score -1521260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1521316.000000 Penalty: 4759.115234
	Iteration 37Q: 3 clusters Score -1521316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1521369.875000 Penalty: 4759.115234
	Iteration 38Q: 3 clusters Score -1521370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1521431.750000 Penalty: 4759.115234
	Iteration 39Q: 3 clusters Score -1521432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1521506.125000 Penalty: 4759.115234
	Iteration 40F: 3 clusters Score -1521506 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1521589.625000 Penalty: 4759.115234
	Iteration 41Q: 3 clusters Score -1521590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1521711.000000 Penalty: 4759.115234
	Iteration 42Q: 3 clusters Score -1521711 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1521820.500000 Penalty: 4759.115234
	Iteration 43Q: 3 clusters Score -1521820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1521884.375000 Penalty: 4759.115234
	Iteration 44Q: 3 clusters Score -1521884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1521931.500000 Penalty: 4759.115234
	Iteration 45Q: 3 clusters Score -1521932 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1521962.000000 Penalty: 4759.115234
	Iteration 46Q: 3 clusters Score -1521962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1521987.375000 Penalty: 4759.115234
	Iteration 47Q: 3 clusters Score -1521987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1522007.625000 Penalty: 4759.115234
	Iteration 48Q: 3 clusters Score -1522008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1522016.625000 Penalty: 4759.115234
	Iteration 49Q: 3 clusters Score -1522017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1522027.750000 Penalty: 4759.115234
	Iteration 50Q: 3 clusters Score -1522028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1522033.500000 Penalty: 4759.115234
	Iteration 51Q: 3 clusters Score -1522034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1522040.875000 Penalty: 4759.115234
	Iteration 52Q: 3 clusters Score -1522041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1522040.125000 Penalty: 4759.115234
	Iteration 53Q: 3 clusters Score -1522040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1522041.000000 Penalty: 4759.115234
	Iteration 54Q: 3 clusters Score -1522041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1522048.625000 Penalty: 4759.115234
	Iteration 55Q: 3 clusters Score -1522049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1522046.500000 Penalty: 4759.115234
	Iteration 56Q: 3 clusters Score -1522046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1522048.625000 Penalty: 4759.115234
	Iteration 57Q: 3 clusters Score -1522049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1522048.500000 Penalty: 4759.115234
	Iteration 58Q: 3 clusters Score -1522048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1522049.125000 Penalty: 4759.115234
	Iteration 59Q: 3 clusters Score -1522049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1522050.625000 Penalty: 4759.115234
	Iteration 60F: 3 clusters Score -1522051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1522051.750000 Penalty: 4759.115234
	Iteration 61Q: 3 clusters Score -1522052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1522054.125000 Penalty: 4759.115234
	Iteration 62Q: 3 clusters Score -1522054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1522052.500000 Penalty: 4759.115234
	Iteration 63Q: 3 clusters Score -1522052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1522053.000000 Penalty: 4759.115234
	Iteration 64Q: 3 clusters Score -1522053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1522054.875000 Penalty: 4759.115234
	Iteration 65Q: 3 clusters Score -1522055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1522055.625000 Penalty: 4759.115234
	Iteration 66Q: 3 clusters Score -1522056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1522057.375000 Penalty: 4759.115234
	Iteration 67Q: 3 clusters Score -1522057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1522056.125000 Penalty: 4759.115234
	Iteration 68Q: 3 clusters Score -1522056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1522055.125000 Penalty: 4759.115234
	Iteration 69Q: 3 clusters Score -1522055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1522054.750000 Penalty: 4759.115234
	Iteration 70Q: 3 clusters Score -1522055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1522053.375000 Penalty: 4759.115234
	Iteration 71Q: 3 clusters Score -1522053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1522053.750000 Penalty: 4759.115234
	Iteration 72Q: 3 clusters Score -1522054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1522054.625000 Penalty: 4759.115234
	Iteration 73Q: 3 clusters Score -1522055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1522053.875000 Penalty: 4759.115234
	Iteration 74Q: 3 clusters Score -1522054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1522053.875000 Penalty: 4759.115234
	Iteration 75F: 3 clusters Score -1522054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Entering Unmasked Estep 
Score: -1633269.625000 Penalty: 2402.301270
	Iteration 0F: 2 clusters Score -1633270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1621736.625000 Penalty: 4804.602539
	Iteration 0F: 3 clusters Score -1621737 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1625748.375000 Penalty: 4804.602539
	Iteration 1F: 3 clusters Score -1625748 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1626553.000000 Penalty: 4804.602539
	Iteration 2F: 3 clusters Score -1626553 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1627319.625000 Penalty: 4804.602539
	Iteration 3F: 3 clusters Score -1627320 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1628065.875000 Penalty: 4804.602539
	Iteration 4F: 3 clusters Score -1628066 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1628700.250000 Penalty: 4804.602539
	Iteration 5F: 3 clusters Score -1628700 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1629202.750000 Penalty: 4804.602539
	Iteration 6F: 3 clusters Score -1629203 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1629568.625000 Penalty: 4804.602539
	Iteration 7Q: 3 clusters Score -1629569 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1629862.750000 Penalty: 4804.602539
	Iteration 8Q: 3 clusters Score -1629863 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1630098.875000 Penalty: 4804.602539
	Iteration 9Q: 3 clusters Score -1630099 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1630304.000000 Penalty: 4804.602539
	Iteration 10Q: 3 clusters Score -1630304 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1630512.750000 Penalty: 4804.602539
	Iteration 11Q: 3 clusters Score -1630513 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1630692.625000 Penalty: 4804.602539
	Iteration 12Q: 3 clusters Score -1630693 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1630861.250000 Penalty: 4804.602539
	Iteration 13Q: 3 clusters Score -1630861 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1631031.750000 Penalty: 4804.602539
	Iteration 14Q: 3 clusters Score -1631032 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1631166.375000 Penalty: 4804.602539
	Iteration 15Q: 3 clusters Score -1631166 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1631263.750000 Penalty: 4804.602539
	Iteration 16Q: 3 clusters Score -1631264 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1631375.875000 Penalty: 4804.602539
	Iteration 17Q: 3 clusters Score -1631376 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1631463.250000 Penalty: 4804.602539
	Iteration 18Q: 3 clusters Score -1631463 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1631541.875000 Penalty: 4804.602539
	Iteration 19Q: 3 clusters Score -1631542 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1631602.625000 Penalty: 4804.602539
	Iteration 20F: 3 clusters Score -1631603 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1631645.625000 Penalty: 4804.602539
	Iteration 21Q: 3 clusters Score -1631646 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1631681.500000 Penalty: 4804.602539
	Iteration 22Q: 3 clusters Score -1631682 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1631714.875000 Penalty: 4804.602539
	Iteration 23Q: 3 clusters Score -1631715 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1631732.000000 Penalty: 4804.602539
	Iteration 24Q: 3 clusters Score -1631732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1631759.500000 Penalty: 4804.602539
	Iteration 25Q: 3 clusters Score -1631760 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1631784.250000 Penalty: 4804.602539
	Iteration 26Q: 3 clusters Score -1631784 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1631799.625000 Penalty: 4804.602539
	Iteration 27Q: 3 clusters Score -1631800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1631822.250000 Penalty: 4804.602539
	Iteration 28Q: 3 clusters Score -1631822 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1631846.500000 Penalty: 4804.602539
	Iteration 29Q: 3 clusters Score -1631846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1631863.375000 Penalty: 4804.602539
	Iteration 30Q: 3 clusters Score -1631863 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1631875.500000 Penalty: 4804.602539
	Iteration 31Q: 3 clusters Score -1631876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1631893.375000 Penalty: 4804.602539
	Iteration 32Q: 3 clusters Score -1631893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1631924.875000 Penalty: 4804.602539
	Iteration 33Q: 3 clusters Score -1631925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1631947.750000 Penalty: 4804.602539
	Iteration 34Q: 3 clusters Score -1631948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1631967.500000 Penalty: 4804.602539
	Iteration 35Q: 3 clusters Score -1631968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1631974.375000 Penalty: 4804.602539
	Iteration 36Q: 3 clusters Score -1631974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1631987.125000 Penalty: 4804.602539
	Iteration 37Q: 3 clusters Score -1631987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1632001.500000 Penalty: 4804.602539
	Iteration 38Q: 3 clusters Score -1632002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1632019.000000 Penalty: 4804.602539
	Iteration 39Q: 3 clusters Score -1632019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1632036.625000 Penalty: 4804.602539
	Iteration 40F: 3 clusters Score -1632037 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1632050.625000 Penalty: 4804.602539
	Iteration 41Q: 3 clusters Score -1632051 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1632056.875000 Penalty: 4804.602539
	Iteration 42Q: 3 clusters Score -1632057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1632069.500000 Penalty: 4804.602539
	Iteration 43Q: 3 clusters Score -1632070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1632074.625000 Penalty: 4804.602539
	Iteration 44Q: 3 clusters Score -1632075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1632082.500000 Penalty: 4804.602539
	Iteration 45Q: 3 clusters Score -1632082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1632092.000000 Penalty: 4804.602539
	Iteration 46Q: 3 clusters Score -1632092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1632102.375000 Penalty: 4804.602539
	Iteration 47Q: 3 clusters Score -1632102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1632119.000000 Penalty: 4804.602539
	Iteration 48Q: 3 clusters Score -1632119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1632117.000000 Penalty: 4804.602539
	Iteration 49Q: 3 clusters Score -1632117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1632123.750000 Penalty: 4804.602539
	Iteration 50Q: 3 clusters Score -1632124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1632125.875000 Penalty: 4804.602539
	Iteration 51Q: 3 clusters Score -1632126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1632128.875000 Penalty: 4804.602539
	Iteration 52Q: 3 clusters Score -1632129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1632134.500000 Penalty: 4804.602539
	Iteration 53Q: 3 clusters Score -1632134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1632133.250000 Penalty: 4804.602539
	Iteration 54Q: 3 clusters Score -1632133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1632136.875000 Penalty: 4804.602539
	Iteration 55Q: 3 clusters Score -1632137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1632139.000000 Penalty: 4804.602539
	Iteration 56Q: 3 clusters Score -1632139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1632141.125000 Penalty: 4804.602539
	Iteration 57Q: 3 clusters Score -1632141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1632144.500000 Penalty: 4804.602539
	Iteration 58Q: 3 clusters Score -1632144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1632149.250000 Penalty: 4804.602539
	Iteration 59Q: 3 clusters Score -1632149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1632152.000000 Penalty: 4804.602539
	Iteration 60F: 3 clusters Score -1632152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1632159.625000 Penalty: 4804.602539
	Iteration 61Q: 3 clusters Score -1632160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1632170.125000 Penalty: 4804.602539
	Iteration 62Q: 3 clusters Score -1632170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1632177.250000 Penalty: 4804.602539
	Iteration 63Q: 3 clusters Score -1632177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1632182.625000 Penalty: 4804.602539
	Iteration 64Q: 3 clusters Score -1632183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1632184.250000 Penalty: 4804.602539
	Iteration 65Q: 3 clusters Score -1632184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1632189.250000 Penalty: 4804.602539
	Iteration 66Q: 3 clusters Score -1632189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1632193.375000 Penalty: 4804.602539
	Iteration 67Q: 3 clusters Score -1632193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1632196.625000 Penalty: 4804.602539
	Iteration 68Q: 3 clusters Score -1632197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1632198.250000 Penalty: 4804.602539
	Iteration 69Q: 3 clusters Score -1632198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1632206.000000 Penalty: 4804.602539
	Iteration 70Q: 3 clusters Score -1632206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1632208.750000 Penalty: 4804.602539
	Iteration 71Q: 3 clusters Score -1632209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1632206.875000 Penalty: 4804.602539
	Iteration 72Q: 3 clusters Score -1632207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1632208.125000 Penalty: 4804.602539
	Iteration 73Q: 3 clusters Score -1632208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1632208.125000 Penalty: 4804.602539
	Iteration 74Q: 3 clusters Score -1632208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1632210.625000 Penalty: 4804.602539
	Iteration 75Q: 3 clusters Score -1632211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1632216.625000 Penalty: 4804.602539
	Iteration 76Q: 3 clusters Score -1632217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1632218.750000 Penalty: 4804.602539
	Iteration 77Q: 3 clusters Score -1632219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1632218.000000 Penalty: 4804.602539
	Iteration 78Q: 3 clusters Score -1632218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1632218.750000 Penalty: 4804.602539
	Iteration 79Q: 3 clusters Score -1632219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1632222.625000 Penalty: 4804.602539
	Iteration 80F: 3 clusters Score -1632223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1632230.250000 Penalty: 4804.602539
	Iteration 81Q: 3 clusters Score -1632230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1632238.000000 Penalty: 4804.602539
	Iteration 82Q: 3 clusters Score -1632238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1632241.000000 Penalty: 4804.602539
	Iteration 83Q: 3 clusters Score -1632241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1632247.500000 Penalty: 4804.602539
	Iteration 84Q: 3 clusters Score -1632248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1632249.625000 Penalty: 4804.602539
	Iteration 85Q: 3 clusters Score -1632250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1632253.125000 Penalty: 4804.602539
	Iteration 86Q: 3 clusters Score -1632253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1632256.625000 Penalty: 4804.602539
	Iteration 87Q: 3 clusters Score -1632257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1632258.250000 Penalty: 4804.602539
	Iteration 88Q: 3 clusters Score -1632258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1632261.500000 Penalty: 4804.602539
	Iteration 89Q: 3 clusters Score -1632262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1632264.625000 Penalty: 4804.602539
	Iteration 90Q: 3 clusters Score -1632265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1632265.375000 Penalty: 4804.602539
	Iteration 91Q: 3 clusters Score -1632265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1632265.000000 Penalty: 4804.602539
	Iteration 92Q: 3 clusters Score -1632265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1632264.250000 Penalty: 4804.602539
	Iteration 93Q: 3 clusters Score -1632264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1632263.625000 Penalty: 4804.602539
	Iteration 94Q: 3 clusters Score -1632264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1632263.625000 Penalty: 4804.602539
	Iteration 95F: 3 clusters Score -1632264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143169 members 
Entering Unmasked Estep 
Score: -16084136.000000 Penalty: 2944.201660
	Iteration 0F: 2 clusters Score -1.608414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -15988354.000000 Penalty: 5888.403320
	Iteration 0F: 3 clusters Score -1.598835e+07 nChanged 68526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -16028684.000000 Penalty: 5888.403320
	Iteration 1F: 3 clusters Score -1.602868e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -16030497.000000 Penalty: 5888.403320
	Iteration 2Q: 3 clusters Score -1.60305e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -16033548.000000 Penalty: 5888.403320
	Iteration 3Q: 3 clusters Score -1.603355e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -16037940.000000 Penalty: 5888.403320
	Iteration 4F: 3 clusters Score -1.603794e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -16044241.000000 Penalty: 5888.403320
	Iteration 5F: 3 clusters Score -1.604424e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108248 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -16051681.000000 Penalty: 5888.403320
	Iteration 6F: 3 clusters Score -1.605168e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -16059853.000000 Penalty: 5888.403320
	Iteration 7F: 3 clusters Score -1.605985e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127123 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -16067358.000000 Penalty: 5888.403320
	Iteration 8F: 3 clusters Score -1.606736e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134138 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -16073562.000000 Penalty: 5888.403320
	Iteration 9Q: 3 clusters Score -1.607356e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138765 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -16077763.000000 Penalty: 5888.403320
	Iteration 10Q: 3 clusters Score -1.607776e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141201 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -16079962.000000 Penalty: 5888.403320
	Iteration 11Q: 3 clusters Score -1.607996e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142176 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -16080811.000000 Penalty: 5888.403320
	Iteration 12Q: 3 clusters Score -1.608081e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142548 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -16081187.000000 Penalty: 5888.403320
	Iteration 13Q: 3 clusters Score -1.608119e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142688 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -16081322.000000 Penalty: 5888.403320
	Iteration 14Q: 3 clusters Score -1.608132e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16081417.000000 Penalty: 5888.403320
	Iteration 15Q: 3 clusters Score -1.608142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16081464.000000 Penalty: 5888.403320
	Iteration 16Q: 3 clusters Score -1.608146e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142802 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -16081506.000000 Penalty: 5888.403320
	Iteration 17Q: 3 clusters Score -1.608151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16081536.000000 Penalty: 5888.403320
	Iteration 18Q: 3 clusters Score -1.608154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16081558.000000 Penalty: 5888.403320
	Iteration 19Q: 3 clusters Score -1.608156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142822 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16081577.000000 Penalty: 5888.403320
	Iteration 20F: 3 clusters Score -1.608158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142832 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -16081596.000000 Penalty: 5888.403320
	Iteration 21Q: 3 clusters Score -1.60816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16081602.000000 Penalty: 5888.403320
	Iteration 22Q: 3 clusters Score -1.60816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142845 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16081614.000000 Penalty: 5888.403320
	Iteration 23Q: 3 clusters Score -1.608161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16081626.000000 Penalty: 5888.403320
	Iteration 24Q: 3 clusters Score -1.608163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16081627.000000 Penalty: 5888.403320
	Iteration 25Q: 3 clusters Score -1.608163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16081627.000000 Penalty: 5888.403320
	Iteration 26F: 3 clusters Score -1.608163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -826390.750000 Penalty: 2209.992676
	Iteration 0F: 2 clusters Score -826390.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -820411.062500 Penalty: 4419.985352
	Iteration 0F: 3 clusters Score -820411.1 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -822206.187500 Penalty: 4419.985352
	Iteration 1F: 3 clusters Score -822206.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -822680.875000 Penalty: 4419.985352
	Iteration 2F: 3 clusters Score -822680.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -823093.125000 Penalty: 4419.985352
	Iteration 3F: 3 clusters Score -823093.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -823479.062500 Penalty: 4419.985352
	Iteration 4F: 3 clusters Score -823479.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -823873.312500 Penalty: 4419.985352
	Iteration 5F: 3 clusters Score -823873.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -824323.125000 Penalty: 4419.985352
	Iteration 6F: 3 clusters Score -824323.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -824781.375000 Penalty: 4419.985352
	Iteration 7F: 3 clusters Score -824781.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -825125.875000 Penalty: 4419.985352
	Iteration 8Q: 3 clusters Score -825125.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -825358.187500 Penalty: 4419.985352
	Iteration 9Q: 3 clusters Score -825358.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -825469.625000 Penalty: 4419.985352
	Iteration 10Q: 3 clusters Score -825469.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -825518.625000 Penalty: 4419.985352
	Iteration 11Q: 3 clusters Score -825518.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -825547.312500 Penalty: 4419.985352
	Iteration 12Q: 3 clusters Score -825547.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -825566.375000 Penalty: 4419.985352
	Iteration 13Q: 3 clusters Score -825566.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -825580.875000 Penalty: 4419.985352
	Iteration 14Q: 3 clusters Score -825580.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -825595.812500 Penalty: 4419.985352
	Iteration 15Q: 3 clusters Score -825595.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -825609.875000 Penalty: 4419.985352
	Iteration 16Q: 3 clusters Score -825609.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -825628.937500 Penalty: 4419.985352
	Iteration 17Q: 3 clusters Score -825628.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -825643.312500 Penalty: 4419.985352
	Iteration 18Q: 3 clusters Score -825643.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -825658.625000 Penalty: 4419.985352
	Iteration 19Q: 3 clusters Score -825658.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -825672.062500 Penalty: 4419.985352
	Iteration 20F: 3 clusters Score -825672.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -825685.812500 Penalty: 4419.985352
	Iteration 21Q: 3 clusters Score -825685.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -825699.562500 Penalty: 4419.985352
	Iteration 22Q: 3 clusters Score -825699.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -825708.000000 Penalty: 4419.985352
	Iteration 23Q: 3 clusters Score -825708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -825718.000000 Penalty: 4419.985352
	Iteration 24Q: 3 clusters Score -825718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -825724.500000 Penalty: 4419.985352
	Iteration 25Q: 3 clusters Score -825724.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -825730.750000 Penalty: 4419.985352
	Iteration 26Q: 3 clusters Score -825730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -825735.187500 Penalty: 4419.985352
	Iteration 27Q: 3 clusters Score -825735.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -825739.875000 Penalty: 4419.985352
	Iteration 28Q: 3 clusters Score -825739.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -825741.062500 Penalty: 4419.985352
	Iteration 29Q: 3 clusters Score -825741.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -825743.187500 Penalty: 4419.985352
	Iteration 30Q: 3 clusters Score -825743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -825747.375000 Penalty: 4419.985352
	Iteration 31Q: 3 clusters Score -825747.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -825748.500000 Penalty: 4419.985352
	Iteration 32Q: 3 clusters Score -825748.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -825750.937500 Penalty: 4419.985352
	Iteration 33Q: 3 clusters Score -825750.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -825752.000000 Penalty: 4419.985352
	Iteration 34Q: 3 clusters Score -825752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -825754.687500 Penalty: 4419.985352
	Iteration 35Q: 3 clusters Score -825754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -825753.625000 Penalty: 4419.985352
	Iteration 36Q: 3 clusters Score -825753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -825754.562500 Penalty: 4419.985352
	Iteration 37Q: 3 clusters Score -825754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -825755.937500 Penalty: 4419.985352
	Iteration 38Q: 3 clusters Score -825755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -825756.000000 Penalty: 4419.985352
	Iteration 39Q: 3 clusters Score -825756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -825756.000000 Penalty: 4419.985352
	Iteration 40F: 3 clusters Score -825756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Entering Unmasked Estep 
Score: -3899877.000000 Penalty: 2591.360352
	Iteration 0F: 2 clusters Score -3899877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3876366.500000 Penalty: 5182.720703
	Iteration 0F: 3 clusters Score -3876366 nChanged 15694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3885206.250000 Penalty: 5182.720703
	Iteration 1F: 3 clusters Score -3885206 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3885829.250000 Penalty: 5182.720703
	Iteration 2Q: 3 clusters Score -3885829 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3886465.250000 Penalty: 5182.720703
	Iteration 3Q: 3 clusters Score -3886465 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3887120.250000 Penalty: 5182.720703
	Iteration 4Q: 3 clusters Score -3887120 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3887766.500000 Penalty: 5182.720703
	Iteration 5Q: 3 clusters Score -3887766 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3888451.000000 Penalty: 5182.720703
	Iteration 6Q: 3 clusters Score -3888451 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3889098.250000 Penalty: 5182.720703
	Iteration 7Q: 3 clusters Score -3889098 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3889808.250000 Penalty: 5182.720703
	Iteration 8Q: 3 clusters Score -3889808 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3890498.250000 Penalty: 5182.720703
	Iteration 9Q: 3 clusters Score -3890498 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3891166.500000 Penalty: 5182.720703
	Iteration 10Q: 3 clusters Score -3891166 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3891783.500000 Penalty: 5182.720703
	Iteration 11Q: 3 clusters Score -3891784 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3892376.500000 Penalty: 5182.720703
	Iteration 12Q: 3 clusters Score -3892376 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3892901.500000 Penalty: 5182.720703
	Iteration 13Q: 3 clusters Score -3892902 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3893381.750000 Penalty: 5182.720703
	Iteration 14Q: 3 clusters Score -3893382 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3893790.500000 Penalty: 5182.720703
	Iteration 15Q: 3 clusters Score -3893790 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3894152.500000 Penalty: 5182.720703
	Iteration 16Q: 3 clusters Score -3894152 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3894482.500000 Penalty: 5182.720703
	Iteration 17Q: 3 clusters Score -3894482 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3894754.000000 Penalty: 5182.720703
	Iteration 18Q: 3 clusters Score -3894754 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3895039.250000 Penalty: 5182.720703
	Iteration 19Q: 3 clusters Score -3895039 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3895306.750000 Penalty: 5182.720703
	Iteration 20F: 3 clusters Score -3895307 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3895568.750000 Penalty: 5182.720703
	Iteration 21Q: 3 clusters Score -3895569 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3895796.250000 Penalty: 5182.720703
	Iteration 22Q: 3 clusters Score -3895796 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3896020.500000 Penalty: 5182.720703
	Iteration 23Q: 3 clusters Score -3896020 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3896173.500000 Penalty: 5182.720703
	Iteration 24Q: 3 clusters Score -3896174 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3896315.750000 Penalty: 5182.720703
	Iteration 25Q: 3 clusters Score -3896316 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3896450.500000 Penalty: 5182.720703
	Iteration 26Q: 3 clusters Score -3896450 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -3896563.250000 Penalty: 5182.720703
	Iteration 27Q: 3 clusters Score -3896563 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3896706.500000 Penalty: 5182.720703
	Iteration 28Q: 3 clusters Score -3896706 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -3896829.750000 Penalty: 5182.720703
	Iteration 29Q: 3 clusters Score -3896830 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3896948.750000 Penalty: 5182.720703
	Iteration 30Q: 3 clusters Score -3896949 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3897065.750000 Penalty: 5182.720703
	Iteration 31Q: 3 clusters Score -3897066 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3897159.750000 Penalty: 5182.720703
	Iteration 32Q: 3 clusters Score -3897160 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3897241.500000 Penalty: 5182.720703
	Iteration 33Q: 3 clusters Score -3897242 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -3897332.500000 Penalty: 5182.720703
	Iteration 34Q: 3 clusters Score -3897332 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3897414.750000 Penalty: 5182.720703
	Iteration 35Q: 3 clusters Score -3897415 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3897489.250000 Penalty: 5182.720703
	Iteration 36Q: 3 clusters Score -3897489 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -3897566.750000 Penalty: 5182.720703
	Iteration 37Q: 3 clusters Score -3897567 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -3897626.500000 Penalty: 5182.720703
	Iteration 38Q: 3 clusters Score -3897626 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3897676.250000 Penalty: 5182.720703
	Iteration 39Q: 3 clusters Score -3897676 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -3897731.000000 Penalty: 5182.720703
	Iteration 40F: 3 clusters Score -3897731 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -3897765.750000 Penalty: 5182.720703
	Iteration 41Q: 3 clusters Score -3897766 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3897832.000000 Penalty: 5182.720703
	Iteration 42Q: 3 clusters Score -3897832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -3897884.000000 Penalty: 5182.720703
	Iteration 43Q: 3 clusters Score -3897884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -3897920.500000 Penalty: 5182.720703
	Iteration 44Q: 3 clusters Score -3897920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3897960.250000 Penalty: 5182.720703
	Iteration 45Q: 3 clusters Score -3897960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -3897987.250000 Penalty: 5182.720703
	Iteration 46Q: 3 clusters Score -3897987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -3898009.000000 Penalty: 5182.720703
	Iteration 47Q: 3 clusters Score -3898009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -3898033.250000 Penalty: 5182.720703
	Iteration 48Q: 3 clusters Score -3898033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -3898057.500000 Penalty: 5182.720703
	Iteration 49Q: 3 clusters Score -3898058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -3898078.000000 Penalty: 5182.720703
	Iteration 50Q: 3 clusters Score -3898078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -3898098.750000 Penalty: 5182.720703
	Iteration 51Q: 3 clusters Score -3898099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -3898113.750000 Penalty: 5182.720703
	Iteration 52Q: 3 clusters Score -3898114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3898116.250000 Penalty: 5182.720703
	Iteration 53Q: 3 clusters Score -3898116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -3898115.250000 Penalty: 5182.720703
	Iteration 54Q: 3 clusters Score -3898115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -3898120.750000 Penalty: 5182.720703
	Iteration 55Q: 3 clusters Score -3898121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -3898128.250000 Penalty: 5182.720703
	Iteration 56Q: 3 clusters Score -3898128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3898132.250000 Penalty: 5182.720703
	Iteration 57Q: 3 clusters Score -3898132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3898125.500000 Penalty: 5182.720703
	Iteration 58Q: 3 clusters Score -3898126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -3898126.000000 Penalty: 5182.720703
	Iteration 59Q: 3 clusters Score -3898126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -3898135.250000 Penalty: 5182.720703
	Iteration 60F: 3 clusters Score -3898135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -3898135.250000 Penalty: 5182.720703
	Iteration 61Q: 3 clusters Score -3898135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -3898136.000000 Penalty: 5182.720703
	Iteration 62Q: 3 clusters Score -3898136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -3898136.750000 Penalty: 5182.720703
	Iteration 63Q: 3 clusters Score -3898137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3898138.500000 Penalty: 5182.720703
	Iteration 64Q: 3 clusters Score -3898138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3898133.250000 Penalty: 5182.720703
	Iteration 65Q: 3 clusters Score -3898133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3898136.250000 Penalty: 5182.720703
	Iteration 66Q: 3 clusters Score -3898136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3898136.250000 Penalty: 5182.720703
	Iteration 67F: 3 clusters Score -3898136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Entering Unmasked Estep 
Score: -1084804.500000 Penalty: 2285.795898
	Iteration 0F: 2 clusters Score -1084804 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 4988 members 
Entering Unmasked Estep 
Score: -1077087.875000 Penalty: 4571.591797
	Iteration 0F: 3 clusters Score -1077088 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1079428.500000 Penalty: 4571.591797
	Iteration 1F: 3 clusters Score -1079428 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1079907.250000 Penalty: 4571.591797
	Iteration 2F: 3 clusters Score -1079907 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1080341.875000 Penalty: 4571.591797
	Iteration 3F: 3 clusters Score -1080342 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1080680.375000 Penalty: 4571.591797
	Iteration 4F: 3 clusters Score -1080680 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1080948.625000 Penalty: 4571.591797
	Iteration 5Q: 3 clusters Score -1080949 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1081185.875000 Penalty: 4571.591797
	Iteration 6Q: 3 clusters Score -1081186 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1081394.750000 Penalty: 4571.591797
	Iteration 7Q: 3 clusters Score -1081395 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1081563.250000 Penalty: 4571.591797
	Iteration 8Q: 3 clusters Score -1081563 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1081716.125000 Penalty: 4571.591797
	Iteration 9Q: 3 clusters Score -1081716 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1081862.375000 Penalty: 4571.591797
	Iteration 10Q: 3 clusters Score -1081862 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1081966.500000 Penalty: 4571.591797
	Iteration 11Q: 3 clusters Score -1081966 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1082053.500000 Penalty: 4571.591797
	Iteration 12Q: 3 clusters Score -1082054 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1082135.125000 Penalty: 4571.591797
	Iteration 13Q: 3 clusters Score -1082135 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1082221.625000 Penalty: 4571.591797
	Iteration 14Q: 3 clusters Score -1082222 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1082310.625000 Penalty: 4571.591797
	Iteration 15Q: 3 clusters Score -1082311 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1082398.875000 Penalty: 4571.591797
	Iteration 16Q: 3 clusters Score -1082399 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1082480.500000 Penalty: 4571.591797
	Iteration 17Q: 3 clusters Score -1082480 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1082538.875000 Penalty: 4571.591797
	Iteration 18Q: 3 clusters Score -1082539 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1082583.125000 Penalty: 4571.591797
	Iteration 19Q: 3 clusters Score -1082583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1082625.750000 Penalty: 4571.591797
	Iteration 20F: 3 clusters Score -1082626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1082658.125000 Penalty: 4571.591797
	Iteration 21Q: 3 clusters Score -1082658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1082678.250000 Penalty: 4571.591797
	Iteration 22Q: 3 clusters Score -1082678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1082696.875000 Penalty: 4571.591797
	Iteration 23Q: 3 clusters Score -1082697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1082713.250000 Penalty: 4571.591797
	Iteration 24Q: 3 clusters Score -1082713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1082740.000000 Penalty: 4571.591797
	Iteration 25Q: 3 clusters Score -1082740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1082769.625000 Penalty: 4571.591797
	Iteration 26Q: 3 clusters Score -1082770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1082796.000000 Penalty: 4571.591797
	Iteration 27Q: 3 clusters Score -1082796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1082813.250000 Penalty: 4571.591797
	Iteration 28Q: 3 clusters Score -1082813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1082836.375000 Penalty: 4571.591797
	Iteration 29Q: 3 clusters Score -1082836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1082853.625000 Penalty: 4571.591797
	Iteration 30Q: 3 clusters Score -1082854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1082869.250000 Penalty: 4571.591797
	Iteration 31Q: 3 clusters Score -1082869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1082886.500000 Penalty: 4571.591797
	Iteration 32Q: 3 clusters Score -1082886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1082897.125000 Penalty: 4571.591797
	Iteration 33Q: 3 clusters Score -1082897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1082902.125000 Penalty: 4571.591797
	Iteration 34Q: 3 clusters Score -1082902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1082913.000000 Penalty: 4571.591797
	Iteration 35Q: 3 clusters Score -1082913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1082916.875000 Penalty: 4571.591797
	Iteration 36Q: 3 clusters Score -1082917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1082920.000000 Penalty: 4571.591797
	Iteration 37Q: 3 clusters Score -1082920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1082926.125000 Penalty: 4571.591797
	Iteration 38Q: 3 clusters Score -1082926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1082927.250000 Penalty: 4571.591797
	Iteration 39Q: 3 clusters Score -1082927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1082929.625000 Penalty: 4571.591797
	Iteration 40F: 3 clusters Score -1082930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1082934.750000 Penalty: 4571.591797
	Iteration 41Q: 3 clusters Score -1082935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1082937.750000 Penalty: 4571.591797
	Iteration 42Q: 3 clusters Score -1082938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1082937.625000 Penalty: 4571.591797
	Iteration 43Q: 3 clusters Score -1082938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1082939.875000 Penalty: 4571.591797
	Iteration 44Q: 3 clusters Score -1082940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1082941.500000 Penalty: 4571.591797
	Iteration 45Q: 3 clusters Score -1082942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1082941.375000 Penalty: 4571.591797
	Iteration 46Q: 3 clusters Score -1082941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1082944.250000 Penalty: 4571.591797
	Iteration 47Q: 3 clusters Score -1082944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1082946.375000 Penalty: 4571.591797
	Iteration 48Q: 3 clusters Score -1082946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1082948.500000 Penalty: 4571.591797
	Iteration 49Q: 3 clusters Score -1082948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1082948.500000 Penalty: 4571.591797
	Iteration 50F: 3 clusters Score -1082948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108343 members 
Entering Unmasked Estep 
Score: -12194690.000000 Penalty: 2875.078369
	Iteration 0F: 2 clusters Score -1.219469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -12122380.000000 Penalty: 5750.156738
	Iteration 0F: 3 clusters Score -1.212238e+07 nChanged 51169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -12151360.000000 Penalty: 5750.156738
	Iteration 1F: 3 clusters Score -1.215136e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -12152313.000000 Penalty: 5750.156738
	Iteration 2Q: 3 clusters Score -1.215231e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -12153422.000000 Penalty: 5750.156738
	Iteration 3Q: 3 clusters Score -1.215342e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -12155047.000000 Penalty: 5750.156738
	Iteration 4Q: 3 clusters Score -1.215505e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -12157703.000000 Penalty: 5750.156738
	Iteration 5Q: 3 clusters Score -1.21577e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -12162358.000000 Penalty: 5750.156738
	Iteration 6F: 3 clusters Score -1.216236e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -12169314.000000 Penalty: 5750.156738
	Iteration 7F: 3 clusters Score -1.216931e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -12177287.000000 Penalty: 5750.156738
	Iteration 8F: 3 clusters Score -1.217729e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98903 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -12183995.000000 Penalty: 5750.156738
	Iteration 9F: 3 clusters Score -1.2184e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -12188257.000000 Penalty: 5750.156738
	Iteration 10Q: 3 clusters Score -1.218826e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -12190535.000000 Penalty: 5750.156738
	Iteration 11Q: 3 clusters Score -1.219054e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -12191545.000000 Penalty: 5750.156738
	Iteration 12Q: 3 clusters Score -1.219154e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12191929.000000 Penalty: 5750.156738
	Iteration 13Q: 3 clusters Score -1.219193e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107619 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12192097.000000 Penalty: 5750.156738
	Iteration 14Q: 3 clusters Score -1.21921e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107701 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12192208.000000 Penalty: 5750.156738
	Iteration 15Q: 3 clusters Score -1.219221e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107737 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12192252.000000 Penalty: 5750.156738
	Iteration 16Q: 3 clusters Score -1.219225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12192271.000000 Penalty: 5750.156738
	Iteration 17Q: 3 clusters Score -1.219227e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12192289.000000 Penalty: 5750.156738
	Iteration 18Q: 3 clusters Score -1.219229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12192335.000000 Penalty: 5750.156738
	Iteration 19Q: 3 clusters Score -1.219234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12192353.000000 Penalty: 5750.156738
	Iteration 20F: 3 clusters Score -1.219235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107801 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12192355.000000 Penalty: 5750.156738
	Iteration 21Q: 3 clusters Score -1.219236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107804 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12192380.000000 Penalty: 5750.156738
	Iteration 22Q: 3 clusters Score -1.219238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12192377.000000 Penalty: 5750.156738
	Iteration 23Q: 3 clusters Score -1.219238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12192398.000000 Penalty: 5750.156738
	Iteration 24Q: 3 clusters Score -1.21924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12192414.000000 Penalty: 5750.156738
	Iteration 25Q: 3 clusters Score -1.219241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12192420.000000 Penalty: 5750.156738
	Iteration 26Q: 3 clusters Score -1.219242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107822 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12192423.000000 Penalty: 5750.156738
	Iteration 27Q: 3 clusters Score -1.219242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12192437.000000 Penalty: 5750.156738
	Iteration 28Q: 3 clusters Score -1.219244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12192436.000000 Penalty: 5750.156738
	Iteration 29Q: 3 clusters Score -1.219244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12192436.000000 Penalty: 5750.156738
	Iteration 30F: 3 clusters Score -1.219244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -541082.375000 Penalty: 2113.056152
	Iteration 0F: 2 clusters Score -541082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -536565.437500 Penalty: 4226.112305
	Iteration 0F: 3 clusters Score -536565.4 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -537734.750000 Penalty: 4226.112305
	Iteration 1F: 3 clusters Score -537734.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -538114.312500 Penalty: 4226.112305
	Iteration 2F: 3 clusters Score -538114.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -538486.687500 Penalty: 4226.112305
	Iteration 3F: 3 clusters Score -538486.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -538868.625000 Penalty: 4226.112305
	Iteration 4F: 3 clusters Score -538868.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -539224.375000 Penalty: 4226.112305
	Iteration 5F: 3 clusters Score -539224.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -539514.187500 Penalty: 4226.112305
	Iteration 6F: 3 clusters Score -539514.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -539703.687500 Penalty: 4226.112305
	Iteration 7Q: 3 clusters Score -539703.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -539818.062500 Penalty: 4226.112305
	Iteration 8Q: 3 clusters Score -539818.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -539883.437500 Penalty: 4226.112305
	Iteration 9Q: 3 clusters Score -539883.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -539927.750000 Penalty: 4226.112305
	Iteration 10Q: 3 clusters Score -539927.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -539966.000000 Penalty: 4226.112305
	Iteration 11Q: 3 clusters Score -539966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -539994.812500 Penalty: 4226.112305
	Iteration 12Q: 3 clusters Score -539994.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -540016.812500 Penalty: 4226.112305
	Iteration 13Q: 3 clusters Score -540016.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -540035.562500 Penalty: 4226.112305
	Iteration 14Q: 3 clusters Score -540035.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -540053.000000 Penalty: 4226.112305
	Iteration 15Q: 3 clusters Score -540053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -540070.187500 Penalty: 4226.112305
	Iteration 16Q: 3 clusters Score -540070.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -540082.750000 Penalty: 4226.112305
	Iteration 17Q: 3 clusters Score -540082.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -540097.625000 Penalty: 4226.112305
	Iteration 18Q: 3 clusters Score -540097.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -540112.062500 Penalty: 4226.112305
	Iteration 19Q: 3 clusters Score -540112.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -540126.562500 Penalty: 4226.112305
	Iteration 20F: 3 clusters Score -540126.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -540139.812500 Penalty: 4226.112305
	Iteration 21Q: 3 clusters Score -540139.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -540150.000000 Penalty: 4226.112305
	Iteration 22Q: 3 clusters Score -540150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -540155.250000 Penalty: 4226.112305
	Iteration 23Q: 3 clusters Score -540155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -540159.250000 Penalty: 4226.112305
	Iteration 24Q: 3 clusters Score -540159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -540163.187500 Penalty: 4226.112305
	Iteration 25Q: 3 clusters Score -540163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -540163.500000 Penalty: 4226.112305
	Iteration 26Q: 3 clusters Score -540163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -540166.500000 Penalty: 4226.112305
	Iteration 27Q: 3 clusters Score -540166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -540167.062500 Penalty: 4226.112305
	Iteration 28Q: 3 clusters Score -540167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -540168.312500 Penalty: 4226.112305
	Iteration 29Q: 3 clusters Score -540168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -540168.750000 Penalty: 4226.112305
	Iteration 30Q: 3 clusters Score -540168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -540169.687500 Penalty: 4226.112305
	Iteration 31Q: 3 clusters Score -540169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -540170.125000 Penalty: 4226.112305
	Iteration 32Q: 3 clusters Score -540170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -540170.250000 Penalty: 4226.112305
	Iteration 33Q: 3 clusters Score -540170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -540170.562500 Penalty: 4226.112305
	Iteration 34Q: 3 clusters Score -540170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -540171.000000 Penalty: 4226.112305
	Iteration 35Q: 3 clusters Score -540171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -540172.125000 Penalty: 4226.112305
	Iteration 36Q: 3 clusters Score -540172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -540173.187500 Penalty: 4226.112305
	Iteration 37Q: 3 clusters Score -540173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -540175.250000 Penalty: 4226.112305
	Iteration 38Q: 3 clusters Score -540175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -540176.875000 Penalty: 4226.112305
	Iteration 39Q: 3 clusters Score -540176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -540178.375000 Penalty: 4226.112305
	Iteration 40F: 3 clusters Score -540178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -540180.750000 Penalty: 4226.112305
	Iteration 41Q: 3 clusters Score -540180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -540179.750000 Penalty: 4226.112305
	Iteration 42Q: 3 clusters Score -540179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -540181.000000 Penalty: 4226.112305
	Iteration 43Q: 3 clusters Score -540181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -540181.250000 Penalty: 4226.112305
	Iteration 44Q: 3 clusters Score -540181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -540181.250000 Penalty: 4226.112305
	Iteration 45F: 3 clusters Score -540181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -561029.062500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -561029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -556364.687500 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -556364.7 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -557504.125000 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -557504.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -557670.750000 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -557670.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -557784.125000 Penalty: 4253.803711
	Iteration 3Q: 3 clusters Score -557784.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -557875.125000 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -557875.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -557947.750000 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -557947.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -558010.937500 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -558010.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -558081.937500 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -558081.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -558136.625000 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -558136.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -558177.000000 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -558177 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -558214.625000 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -558214.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -558248.437500 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -558248.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -558280.375000 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -558280.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -558303.750000 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -558303.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -558327.937500 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -558327.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -558352.937500 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -558352.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -558380.000000 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -558380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -558399.625000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -558399.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -558419.562500 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -558419.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -558439.500000 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -558439.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -558458.812500 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -558458.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -558482.750000 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -558482.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -558508.812500 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -558508.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -558533.000000 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -558533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -558567.562500 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -558567.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -558606.562500 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -558606.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -558640.562500 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -558640.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -558679.750000 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -558679.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -558719.125000 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -558719.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -558761.250000 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -558761.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -558804.875000 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -558804.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -558845.312500 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -558845.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -558890.687500 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -558890.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -558950.625000 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -558950.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -559019.625000 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -559019.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -559095.250000 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -559095.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -559168.375000 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -559168.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -559239.937500 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -559239.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -559314.437500 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -559314.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -559386.500000 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -559386.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -559461.437500 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -559461.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -559524.500000 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -559524.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -559579.125000 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -559579.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -559605.062500 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -559605.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -559623.375000 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -559623.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -559634.000000 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -559634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -559640.187500 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -559640.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -559645.812500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -559645.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -559651.687500 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -559651.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -559657.562500 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -559657.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -559663.500000 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -559663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -559666.562500 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -559666.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -559672.437500 Penalty: 4253.803711
	Iteration 52Q: 3 clusters Score -559672.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -559677.375000 Penalty: 4253.803711
	Iteration 53Q: 3 clusters Score -559677.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -559683.125000 Penalty: 4253.803711
	Iteration 54Q: 3 clusters Score -559683.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -559688.250000 Penalty: 4253.803711
	Iteration 55Q: 3 clusters Score -559688.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -559691.250000 Penalty: 4253.803711
	Iteration 56Q: 3 clusters Score -559691.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -559696.437500 Penalty: 4253.803711
	Iteration 57Q: 3 clusters Score -559696.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -559702.187500 Penalty: 4253.803711
	Iteration 58Q: 3 clusters Score -559702.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -559705.500000 Penalty: 4253.803711
	Iteration 59Q: 3 clusters Score -559705.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -559708.812500 Penalty: 4253.803711
	Iteration 60F: 3 clusters Score -559708.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -559713.187500 Penalty: 4253.803711
	Iteration 61Q: 3 clusters Score -559713.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -559716.062500 Penalty: 4253.803711
	Iteration 62Q: 3 clusters Score -559716.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -559719.687500 Penalty: 4253.803711
	Iteration 63Q: 3 clusters Score -559719.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -559722.937500 Penalty: 4253.803711
	Iteration 64Q: 3 clusters Score -559722.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -559728.750000 Penalty: 4253.803711
	Iteration 65Q: 3 clusters Score -559728.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -559729.500000 Penalty: 4253.803711
	Iteration 66Q: 3 clusters Score -559729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -559732.250000 Penalty: 4253.803711
	Iteration 67Q: 3 clusters Score -559732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -559732.812500 Penalty: 4253.803711
	Iteration 68Q: 3 clusters Score -559732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -559733.187500 Penalty: 4253.803711
	Iteration 69Q: 3 clusters Score -559733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -559734.687500 Penalty: 4253.803711
	Iteration 70Q: 3 clusters Score -559734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -559735.000000 Penalty: 4253.803711
	Iteration 71Q: 3 clusters Score -559735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -559735.937500 Penalty: 4253.803711
	Iteration 72Q: 3 clusters Score -559735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -559737.375000 Penalty: 4253.803711
	Iteration 73Q: 3 clusters Score -559737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -559737.250000 Penalty: 4253.803711
	Iteration 74Q: 3 clusters Score -559737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -559738.187500 Penalty: 4253.803711
	Iteration 75Q: 3 clusters Score -559738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -559738.937500 Penalty: 4253.803711
	Iteration 76Q: 3 clusters Score -559738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -559739.125000 Penalty: 4253.803711
	Iteration 77Q: 3 clusters Score -559739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -559739.125000 Penalty: 4253.803711
	Iteration 78F: 3 clusters Score -559739.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Entering Unmasked Estep 
Score: -926290.437500 Penalty: 2259.024902
	Iteration 0F: 2 clusters Score -926290.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -919219.750000 Penalty: 4518.049805
	Iteration 0F: 3 clusters Score -919219.8 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -921373.875000 Penalty: 4518.049805
	Iteration 1F: 3 clusters Score -921373.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -921819.187500 Penalty: 4518.049805
	Iteration 2F: 3 clusters Score -921819.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -922221.687500 Penalty: 4518.049805
	Iteration 3F: 3 clusters Score -922221.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -922553.312500 Penalty: 4518.049805
	Iteration 4F: 3 clusters Score -922553.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -922829.187500 Penalty: 4518.049805
	Iteration 5Q: 3 clusters Score -922829.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -923097.187500 Penalty: 4518.049805
	Iteration 6Q: 3 clusters Score -923097.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -923329.125000 Penalty: 4518.049805
	Iteration 7Q: 3 clusters Score -923329.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -923505.062500 Penalty: 4518.049805
	Iteration 8Q: 3 clusters Score -923505.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -923642.562500 Penalty: 4518.049805
	Iteration 9Q: 3 clusters Score -923642.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -923743.250000 Penalty: 4518.049805
	Iteration 10Q: 3 clusters Score -923743.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -923827.375000 Penalty: 4518.049805
	Iteration 11Q: 3 clusters Score -923827.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -923906.000000 Penalty: 4518.049805
	Iteration 12Q: 3 clusters Score -923906 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -923975.000000 Penalty: 4518.049805
	Iteration 13Q: 3 clusters Score -923975 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -924041.937500 Penalty: 4518.049805
	Iteration 14Q: 3 clusters Score -924041.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -924101.062500 Penalty: 4518.049805
	Iteration 15Q: 3 clusters Score -924101.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -924145.375000 Penalty: 4518.049805
	Iteration 16Q: 3 clusters Score -924145.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -924190.187500 Penalty: 4518.049805
	Iteration 17Q: 3 clusters Score -924190.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -924229.500000 Penalty: 4518.049805
	Iteration 18Q: 3 clusters Score -924229.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -924271.000000 Penalty: 4518.049805
	Iteration 19Q: 3 clusters Score -924271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -924298.437500 Penalty: 4518.049805
	Iteration 20F: 3 clusters Score -924298.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -924328.312500 Penalty: 4518.049805
	Iteration 21Q: 3 clusters Score -924328.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -924351.375000 Penalty: 4518.049805
	Iteration 22Q: 3 clusters Score -924351.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -924383.312500 Penalty: 4518.049805
	Iteration 23Q: 3 clusters Score -924383.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -924406.250000 Penalty: 4518.049805
	Iteration 24Q: 3 clusters Score -924406.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -924422.812500 Penalty: 4518.049805
	Iteration 25Q: 3 clusters Score -924422.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -924438.812500 Penalty: 4518.049805
	Iteration 26Q: 3 clusters Score -924438.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -924454.500000 Penalty: 4518.049805
	Iteration 27Q: 3 clusters Score -924454.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -924469.187500 Penalty: 4518.049805
	Iteration 28Q: 3 clusters Score -924469.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -924484.562500 Penalty: 4518.049805
	Iteration 29Q: 3 clusters Score -924484.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -924496.500000 Penalty: 4518.049805
	Iteration 30Q: 3 clusters Score -924496.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -924509.250000 Penalty: 4518.049805
	Iteration 31Q: 3 clusters Score -924509.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -924519.562500 Penalty: 4518.049805
	Iteration 32Q: 3 clusters Score -924519.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -924538.125000 Penalty: 4518.049805
	Iteration 33Q: 3 clusters Score -924538.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -924544.812500 Penalty: 4518.049805
	Iteration 34Q: 3 clusters Score -924544.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -924556.312500 Penalty: 4518.049805
	Iteration 35Q: 3 clusters Score -924556.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -924565.937500 Penalty: 4518.049805
	Iteration 36Q: 3 clusters Score -924565.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -924577.562500 Penalty: 4518.049805
	Iteration 37Q: 3 clusters Score -924577.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -924583.750000 Penalty: 4518.049805
	Iteration 38Q: 3 clusters Score -924583.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -924588.250000 Penalty: 4518.049805
	Iteration 39Q: 3 clusters Score -924588.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -924590.812500 Penalty: 4518.049805
	Iteration 40F: 3 clusters Score -924590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -924593.250000 Penalty: 4518.049805
	Iteration 41Q: 3 clusters Score -924593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -924593.750000 Penalty: 4518.049805
	Iteration 42Q: 3 clusters Score -924593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -924595.312500 Penalty: 4518.049805
	Iteration 43Q: 3 clusters Score -924595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -924596.687500 Penalty: 4518.049805
	Iteration 44Q: 3 clusters Score -924596.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -924597.562500 Penalty: 4518.049805
	Iteration 45Q: 3 clusters Score -924597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -924598.562500 Penalty: 4518.049805
	Iteration 46Q: 3 clusters Score -924598.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -924600.000000 Penalty: 4518.049805
	Iteration 47Q: 3 clusters Score -924600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -924599.937500 Penalty: 4518.049805
	Iteration 48Q: 3 clusters Score -924599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -924602.375000 Penalty: 4518.049805
	Iteration 49Q: 3 clusters Score -924602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -924604.250000 Penalty: 4518.049805
	Iteration 50Q: 3 clusters Score -924604.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -924605.812500 Penalty: 4518.049805
	Iteration 51Q: 3 clusters Score -924605.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -924607.187500 Penalty: 4518.049805
	Iteration 52Q: 3 clusters Score -924607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -924609.937500 Penalty: 4518.049805
	Iteration 53Q: 3 clusters Score -924609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -924611.812500 Penalty: 4518.049805
	Iteration 54Q: 3 clusters Score -924611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -924614.000000 Penalty: 4518.049805
	Iteration 55Q: 3 clusters Score -924614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -924617.000000 Penalty: 4518.049805
	Iteration 56Q: 3 clusters Score -924617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -924621.500000 Penalty: 4518.049805
	Iteration 57Q: 3 clusters Score -924621.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -924622.937500 Penalty: 4518.049805
	Iteration 58Q: 3 clusters Score -924622.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -924624.937500 Penalty: 4518.049805
	Iteration 59Q: 3 clusters Score -924624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -924630.000000 Penalty: 4518.049805
	Iteration 60F: 3 clusters Score -924630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -924632.187500 Penalty: 4518.049805
	Iteration 61Q: 3 clusters Score -924632.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -924635.250000 Penalty: 4518.049805
	Iteration 62Q: 3 clusters Score -924635.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -924637.250000 Penalty: 4518.049805
	Iteration 63Q: 3 clusters Score -924637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -924638.687500 Penalty: 4518.049805
	Iteration 64Q: 3 clusters Score -924638.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -924640.312500 Penalty: 4518.049805
	Iteration 65Q: 3 clusters Score -924640.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -924642.437500 Penalty: 4518.049805
	Iteration 66Q: 3 clusters Score -924642.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -924644.500000 Penalty: 4518.049805
	Iteration 67Q: 3 clusters Score -924644.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -924646.937500 Penalty: 4518.049805
	Iteration 68Q: 3 clusters Score -924646.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -924650.937500 Penalty: 4518.049805
	Iteration 69Q: 3 clusters Score -924650.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -924655.937500 Penalty: 4518.049805
	Iteration 70Q: 3 clusters Score -924655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -924656.437500 Penalty: 4518.049805
	Iteration 71Q: 3 clusters Score -924656.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -924660.500000 Penalty: 4518.049805
	Iteration 72Q: 3 clusters Score -924660.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -924665.250000 Penalty: 4518.049805
	Iteration 73Q: 3 clusters Score -924665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -924664.437500 Penalty: 4518.049805
	Iteration 74Q: 3 clusters Score -924664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -924666.625000 Penalty: 4518.049805
	Iteration 75Q: 3 clusters Score -924666.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -924670.250000 Penalty: 4518.049805
	Iteration 76Q: 3 clusters Score -924670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -924670.437500 Penalty: 4518.049805
	Iteration 77Q: 3 clusters Score -924670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -924673.562500 Penalty: 4518.049805
	Iteration 78Q: 3 clusters Score -924673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -924672.812500 Penalty: 4518.049805
	Iteration 79Q: 3 clusters Score -924672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -924673.312500 Penalty: 4518.049805
	Iteration 80F: 3 clusters Score -924673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -924674.250000 Penalty: 4518.049805
	Iteration 81Q: 3 clusters Score -924674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -924675.125000 Penalty: 4518.049805
	Iteration 82Q: 3 clusters Score -924675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -924675.125000 Penalty: 4518.049805
	Iteration 83Q: 3 clusters Score -924675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -924675.250000 Penalty: 4518.049805
	Iteration 84Q: 3 clusters Score -924675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -924673.500000 Penalty: 4518.049805
	Iteration 85Q: 3 clusters Score -924673.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -924674.875000 Penalty: 4518.049805
	Iteration 86Q: 3 clusters Score -924674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -924674.875000 Penalty: 4518.049805
	Iteration 87F: 3 clusters Score -924674.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Entering Unmasked Estep 
Score: -14461005.000000 Penalty: 2917.042236
	Iteration 0F: 2 clusters Score -1.4461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -14375117.000000 Penalty: 5834.084473
	Iteration 0F: 3 clusters Score -1.437512e+07 nChanged 61112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -14409852.000000 Penalty: 5834.084473
	Iteration 1F: 3 clusters Score -1.440985e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -14410627.000000 Penalty: 5834.084473
	Iteration 2Q: 3 clusters Score -1.441063e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -14411543.000000 Penalty: 5834.084473
	Iteration 3Q: 3 clusters Score -1.441154e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -14412650.000000 Penalty: 5834.084473
	Iteration 4Q: 3 clusters Score -1.441265e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -14414234.000000 Penalty: 5834.084473
	Iteration 5Q: 3 clusters Score -1.441423e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -14416483.000000 Penalty: 5834.084473
	Iteration 6Q: 3 clusters Score -1.441648e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -14419702.000000 Penalty: 5834.084473
	Iteration 7F: 3 clusters Score -1.44197e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -14423959.000000 Penalty: 5834.084473
	Iteration 8F: 3 clusters Score -1.442396e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -14428618.000000 Penalty: 5834.084473
	Iteration 9F: 3 clusters Score -1.442862e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -14433490.000000 Penalty: 5834.084473
	Iteration 10F: 3 clusters Score -1.443349e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -14438387.000000 Penalty: 5834.084473
	Iteration 11F: 3 clusters Score -1.443839e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -14443169.000000 Penalty: 5834.084473
	Iteration 12F: 3 clusters Score -1.444317e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114617 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -14447865.000000 Penalty: 5834.084473
	Iteration 13Q: 3 clusters Score -1.444786e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119242 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -14451958.000000 Penalty: 5834.084473
	Iteration 14Q: 3 clusters Score -1.445196e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122417 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -14454864.000000 Penalty: 5834.084473
	Iteration 15Q: 3 clusters Score -1.445486e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -14456476.000000 Penalty: 5834.084473
	Iteration 16Q: 3 clusters Score -1.445648e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125433 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -14457385.000000 Penalty: 5834.084473
	Iteration 17Q: 3 clusters Score -1.445738e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126028 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -14457894.000000 Penalty: 5834.084473
	Iteration 18Q: 3 clusters Score -1.445789e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126397 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -14458179.000000 Penalty: 5834.084473
	Iteration 19Q: 3 clusters Score -1.445818e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126631 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -14458284.000000 Penalty: 5834.084473
	Iteration 20F: 3 clusters Score -1.445828e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -14458468.000000 Penalty: 5834.084473
	Iteration 21Q: 3 clusters Score -1.445847e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -14458589.000000 Penalty: 5834.084473
	Iteration 22Q: 3 clusters Score -1.445859e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126989 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14458703.000000 Penalty: 5834.084473
	Iteration 23Q: 3 clusters Score -1.44587e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127060 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -14458806.000000 Penalty: 5834.084473
	Iteration 24Q: 3 clusters Score -1.445881e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127110 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -14458901.000000 Penalty: 5834.084473
	Iteration 25Q: 3 clusters Score -1.44589e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127147 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14458958.000000 Penalty: 5834.084473
	Iteration 26Q: 3 clusters Score -1.445896e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14459000.000000 Penalty: 5834.084473
	Iteration 27Q: 3 clusters Score -1.4459e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127213 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -14459026.000000 Penalty: 5834.084473
	Iteration 28Q: 3 clusters Score -1.445903e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -14459048.000000 Penalty: 5834.084473
	Iteration 29Q: 3 clusters Score -1.445905e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127248 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -14459064.000000 Penalty: 5834.084473
	Iteration 30Q: 3 clusters Score -1.445906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127254 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -14459087.000000 Penalty: 5834.084473
	Iteration 31Q: 3 clusters Score -1.445909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127258 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14459097.000000 Penalty: 5834.084473
	Iteration 32Q: 3 clusters Score -1.44591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127259 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14459105.000000 Penalty: 5834.084473
	Iteration 33Q: 3 clusters Score -1.44591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127251 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14459107.000000 Penalty: 5834.084473
	Iteration 34Q: 3 clusters Score -1.445911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127253 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14459116.000000 Penalty: 5834.084473
	Iteration 35Q: 3 clusters Score -1.445912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127251 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14459125.000000 Penalty: 5834.084473
	Iteration 36Q: 3 clusters Score -1.445912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127251 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14459130.000000 Penalty: 5834.084473
	Iteration 37Q: 3 clusters Score -1.445913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127253 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14459120.000000 Penalty: 5834.084473
	Iteration 38Q: 3 clusters Score -1.445912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127253 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14459126.000000 Penalty: 5834.084473
	Iteration 39Q: 3 clusters Score -1.445913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127254 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -14459129.000000 Penalty: 5834.084473
	Iteration 40F: 3 clusters Score -1.445913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Entering Unmasked Estep 
Score: -1073721.500000 Penalty: 2282.821533
	Iteration 0F: 2 clusters Score -1073722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1066126.000000 Penalty: 4565.643066
	Iteration 0F: 3 clusters Score -1066126 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1068381.125000 Penalty: 4565.643066
	Iteration 1F: 3 clusters Score -1068381 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1068737.375000 Penalty: 4565.643066
	Iteration 2F: 3 clusters Score -1068737 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1069020.000000 Penalty: 4565.643066
	Iteration 3F: 3 clusters Score -1069020 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1069261.250000 Penalty: 4565.643066
	Iteration 4Q: 3 clusters Score -1069261 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1069475.125000 Penalty: 4565.643066
	Iteration 5Q: 3 clusters Score -1069475 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1069670.000000 Penalty: 4565.643066
	Iteration 6Q: 3 clusters Score -1069670 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1069891.250000 Penalty: 4565.643066
	Iteration 7Q: 3 clusters Score -1069891 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1070110.625000 Penalty: 4565.643066
	Iteration 8Q: 3 clusters Score -1070111 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1070346.625000 Penalty: 4565.643066
	Iteration 9Q: 3 clusters Score -1070347 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1070599.125000 Penalty: 4565.643066
	Iteration 10Q: 3 clusters Score -1070599 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1070899.000000 Penalty: 4565.643066
	Iteration 11Q: 3 clusters Score -1070899 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1071295.500000 Penalty: 4565.643066
	Iteration 12Q: 3 clusters Score -1071296 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1071729.750000 Penalty: 4565.643066
	Iteration 13Q: 3 clusters Score -1071730 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1072100.375000 Penalty: 4565.643066
	Iteration 14Q: 3 clusters Score -1072100 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1072339.625000 Penalty: 4565.643066
	Iteration 15Q: 3 clusters Score -1072340 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1072461.625000 Penalty: 4565.643066
	Iteration 16Q: 3 clusters Score -1072462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1072534.000000 Penalty: 4565.643066
	Iteration 17Q: 3 clusters Score -1072534 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1072587.625000 Penalty: 4565.643066
	Iteration 18Q: 3 clusters Score -1072588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1072611.125000 Penalty: 4565.643066
	Iteration 19Q: 3 clusters Score -1072611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1072630.250000 Penalty: 4565.643066
	Iteration 20F: 3 clusters Score -1072630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1072639.750000 Penalty: 4565.643066
	Iteration 21Q: 3 clusters Score -1072640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1072642.250000 Penalty: 4565.643066
	Iteration 22Q: 3 clusters Score -1072642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1072645.250000 Penalty: 4565.643066
	Iteration 23Q: 3 clusters Score -1072645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1072646.625000 Penalty: 4565.643066
	Iteration 24Q: 3 clusters Score -1072647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1072651.500000 Penalty: 4565.643066
	Iteration 25Q: 3 clusters Score -1072652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1072652.125000 Penalty: 4565.643066
	Iteration 26Q: 3 clusters Score -1072652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1072653.125000 Penalty: 4565.643066
	Iteration 27Q: 3 clusters Score -1072653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1072657.125000 Penalty: 4565.643066
	Iteration 28Q: 3 clusters Score -1072657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1072659.875000 Penalty: 4565.643066
	Iteration 29Q: 3 clusters Score -1072660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1072661.375000 Penalty: 4565.643066
	Iteration 30Q: 3 clusters Score -1072661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1072661.125000 Penalty: 4565.643066
	Iteration 31Q: 3 clusters Score -1072661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1072663.750000 Penalty: 4565.643066
	Iteration 32Q: 3 clusters Score -1072664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1072666.250000 Penalty: 4565.643066
	Iteration 33Q: 3 clusters Score -1072666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1072665.875000 Penalty: 4565.643066
	Iteration 34Q: 3 clusters Score -1072666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1072666.000000 Penalty: 4565.643066
	Iteration 35Q: 3 clusters Score -1072666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1072665.000000 Penalty: 4565.643066
	Iteration 36Q: 3 clusters Score -1072665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1072665.000000 Penalty: 4565.643066
	Iteration 37Q: 3 clusters Score -1072665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1072667.375000 Penalty: 4565.643066
	Iteration 38Q: 3 clusters Score -1072667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1072667.375000 Penalty: 4565.643066
	Iteration 39F: 3 clusters Score -1072667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47979.800781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -47979.8 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 224 members 
Entering Unmasked Estep 
Score: -46514.968750 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -46514.97 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46663.671875 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46663.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46702.207031 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -46702.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46733.562500 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -46733.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46766.445312 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -46766.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46780.121094 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -46780.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46788.531250 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -46788.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46788.531250 Penalty: 3075.452393
	Iteration 7F: 3 clusters Score -46788.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Entering Unmasked Estep 
Score: -1525385.000000 Penalty: 2361.784668
	Iteration 0F: 2 clusters Score -1525385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1515337.000000 Penalty: 4723.569336
	Iteration 0F: 3 clusters Score -1515337 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1518439.125000 Penalty: 4723.569336
	Iteration 1F: 3 clusters Score -1518439 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1518825.250000 Penalty: 4723.569336
	Iteration 2F: 3 clusters Score -1518825 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1519129.250000 Penalty: 4723.569336
	Iteration 3F: 3 clusters Score -1519129 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1519386.125000 Penalty: 4723.569336
	Iteration 4Q: 3 clusters Score -1519386 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1519605.250000 Penalty: 4723.569336
	Iteration 5Q: 3 clusters Score -1519605 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1519795.625000 Penalty: 4723.569336
	Iteration 6Q: 3 clusters Score -1519796 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1520018.875000 Penalty: 4723.569336
	Iteration 7Q: 3 clusters Score -1520019 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1520263.000000 Penalty: 4723.569336
	Iteration 8Q: 3 clusters Score -1520263 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1520525.750000 Penalty: 4723.569336
	Iteration 9Q: 3 clusters Score -1520526 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1520830.000000 Penalty: 4723.569336
	Iteration 10Q: 3 clusters Score -1520830 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1521157.875000 Penalty: 4723.569336
	Iteration 11Q: 3 clusters Score -1521158 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1521521.625000 Penalty: 4723.569336
	Iteration 12Q: 3 clusters Score -1521522 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1521862.125000 Penalty: 4723.569336
	Iteration 13Q: 3 clusters Score -1521862 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1522157.125000 Penalty: 4723.569336
	Iteration 14Q: 3 clusters Score -1522157 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1522392.000000 Penalty: 4723.569336
	Iteration 15Q: 3 clusters Score -1522392 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1522628.375000 Penalty: 4723.569336
	Iteration 16Q: 3 clusters Score -1522628 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1522825.750000 Penalty: 4723.569336
	Iteration 17Q: 3 clusters Score -1522826 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1522985.000000 Penalty: 4723.569336
	Iteration 18Q: 3 clusters Score -1522985 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1523100.000000 Penalty: 4723.569336
	Iteration 19Q: 3 clusters Score -1523100 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1523225.125000 Penalty: 4723.569336
	Iteration 20F: 3 clusters Score -1523225 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1523312.000000 Penalty: 4723.569336
	Iteration 21Q: 3 clusters Score -1523312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1523378.875000 Penalty: 4723.569336
	Iteration 22Q: 3 clusters Score -1523379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1523431.875000 Penalty: 4723.569336
	Iteration 23Q: 3 clusters Score -1523432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1523489.000000 Penalty: 4723.569336
	Iteration 24Q: 3 clusters Score -1523489 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1523547.625000 Penalty: 4723.569336
	Iteration 25Q: 3 clusters Score -1523548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1523599.875000 Penalty: 4723.569336
	Iteration 26Q: 3 clusters Score -1523600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1523629.125000 Penalty: 4723.569336
	Iteration 27Q: 3 clusters Score -1523629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1523655.875000 Penalty: 4723.569336
	Iteration 28Q: 3 clusters Score -1523656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1523672.125000 Penalty: 4723.569336
	Iteration 29Q: 3 clusters Score -1523672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1523691.125000 Penalty: 4723.569336
	Iteration 30Q: 3 clusters Score -1523691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1523720.500000 Penalty: 4723.569336
	Iteration 31Q: 3 clusters Score -1523720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1523736.875000 Penalty: 4723.569336
	Iteration 32Q: 3 clusters Score -1523737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1523743.500000 Penalty: 4723.569336
	Iteration 33Q: 3 clusters Score -1523744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1523752.625000 Penalty: 4723.569336
	Iteration 34Q: 3 clusters Score -1523753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1523766.125000 Penalty: 4723.569336
	Iteration 35Q: 3 clusters Score -1523766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1523777.375000 Penalty: 4723.569336
	Iteration 36Q: 3 clusters Score -1523777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1523779.875000 Penalty: 4723.569336
	Iteration 37Q: 3 clusters Score -1523780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1523792.500000 Penalty: 4723.569336
	Iteration 38Q: 3 clusters Score -1523792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1523802.375000 Penalty: 4723.569336
	Iteration 39Q: 3 clusters Score -1523802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1523807.500000 Penalty: 4723.569336
	Iteration 40F: 3 clusters Score -1523808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1523819.625000 Penalty: 4723.569336
	Iteration 41Q: 3 clusters Score -1523820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1523834.625000 Penalty: 4723.569336
	Iteration 42Q: 3 clusters Score -1523835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1523838.250000 Penalty: 4723.569336
	Iteration 43Q: 3 clusters Score -1523838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1523846.625000 Penalty: 4723.569336
	Iteration 44Q: 3 clusters Score -1523847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1523853.250000 Penalty: 4723.569336
	Iteration 45Q: 3 clusters Score -1523853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1523858.625000 Penalty: 4723.569336
	Iteration 46Q: 3 clusters Score -1523859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1523859.125000 Penalty: 4723.569336
	Iteration 47Q: 3 clusters Score -1523859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1523859.750000 Penalty: 4723.569336
	Iteration 48Q: 3 clusters Score -1523860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1523864.875000 Penalty: 4723.569336
	Iteration 49Q: 3 clusters Score -1523865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1523873.375000 Penalty: 4723.569336
	Iteration 50Q: 3 clusters Score -1523873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1523881.625000 Penalty: 4723.569336
	Iteration 51Q: 3 clusters Score -1523882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1523886.625000 Penalty: 4723.569336
	Iteration 52Q: 3 clusters Score -1523887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1523888.500000 Penalty: 4723.569336
	Iteration 53Q: 3 clusters Score -1523888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1523890.375000 Penalty: 4723.569336
	Iteration 54Q: 3 clusters Score -1523890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1523889.625000 Penalty: 4723.569336
	Iteration 55Q: 3 clusters Score -1523890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1523892.500000 Penalty: 4723.569336
	Iteration 56Q: 3 clusters Score -1523892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1523895.125000 Penalty: 4723.569336
	Iteration 57Q: 3 clusters Score -1523895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1523897.250000 Penalty: 4723.569336
	Iteration 58Q: 3 clusters Score -1523897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1523899.000000 Penalty: 4723.569336
	Iteration 59Q: 3 clusters Score -1523899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1523897.750000 Penalty: 4723.569336
	Iteration 60F: 3 clusters Score -1523898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1523898.500000 Penalty: 4723.569336
	Iteration 61Q: 3 clusters Score -1523898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1523902.875000 Penalty: 4723.569336
	Iteration 62Q: 3 clusters Score -1523903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1523903.250000 Penalty: 4723.569336
	Iteration 63Q: 3 clusters Score -1523903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1523904.375000 Penalty: 4723.569336
	Iteration 64Q: 3 clusters Score -1523904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1523901.375000 Penalty: 4723.569336
	Iteration 65Q: 3 clusters Score -1523901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1523906.750000 Penalty: 4723.569336
	Iteration 66Q: 3 clusters Score -1523907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1523908.625000 Penalty: 4723.569336
	Iteration 67Q: 3 clusters Score -1523909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1523909.875000 Penalty: 4723.569336
	Iteration 68Q: 3 clusters Score -1523910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1523910.625000 Penalty: 4723.569336
	Iteration 69Q: 3 clusters Score -1523911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1523912.750000 Penalty: 4723.569336
	Iteration 70Q: 3 clusters Score -1523913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1523913.250000 Penalty: 4723.569336
	Iteration 71Q: 3 clusters Score -1523913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1523915.000000 Penalty: 4723.569336
	Iteration 72Q: 3 clusters Score -1523915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1523917.625000 Penalty: 4723.569336
	Iteration 73Q: 3 clusters Score -1523918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1523918.000000 Penalty: 4723.569336
	Iteration 74Q: 3 clusters Score -1523918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1523918.500000 Penalty: 4723.569336
	Iteration 75Q: 3 clusters Score -1523918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1523917.250000 Penalty: 4723.569336
	Iteration 76Q: 3 clusters Score -1523917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1523917.250000 Penalty: 4723.569336
	Iteration 77F: 3 clusters Score -1523917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -674924.687500 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -674924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -669703.562500 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -669703.6 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -671061.875000 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -671061.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -671308.312500 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -671308.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -671473.375000 Penalty: 4311.974609
	Iteration 3F: 3 clusters Score -671473.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -671565.000000 Penalty: 4311.974609
	Iteration 4Q: 3 clusters Score -671565 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -671632.750000 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -671632.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -671679.125000 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -671679.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -671704.375000 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -671704.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -671727.000000 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -671727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -671751.875000 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -671751.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -671770.437500 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -671770.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -671788.500000 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -671788.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -671808.625000 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -671808.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -671829.750000 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -671829.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -671848.187500 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -671848.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -671861.062500 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -671861.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -671876.750000 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -671876.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -671892.375000 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -671892.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -671907.187500 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -671907.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -671917.125000 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -671917.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -671926.437500 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -671926.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -671942.187500 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -671942.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -671963.375000 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -671963.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -671988.562500 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -671988.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -672005.250000 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -672005.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -672025.437500 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -672025.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -672048.062500 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -672048.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -672069.687500 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -672069.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -672094.187500 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -672094.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -672123.562500 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -672123.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -672156.937500 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -672156.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -672185.937500 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -672185.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -672217.875000 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -672217.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -672254.937500 Penalty: 4311.974609
	Iteration 33Q: 3 clusters Score -672254.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -672289.500000 Penalty: 4311.974609
	Iteration 34Q: 3 clusters Score -672289.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -672338.812500 Penalty: 4311.974609
	Iteration 35Q: 3 clusters Score -672338.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -672397.500000 Penalty: 4311.974609
	Iteration 36Q: 3 clusters Score -672397.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -672465.937500 Penalty: 4311.974609
	Iteration 37Q: 3 clusters Score -672465.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -672533.875000 Penalty: 4311.974609
	Iteration 38Q: 3 clusters Score -672533.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -672599.437500 Penalty: 4311.974609
	Iteration 39Q: 3 clusters Score -672599.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -672657.062500 Penalty: 4311.974609
	Iteration 40F: 3 clusters Score -672657.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -672697.000000 Penalty: 4311.974609
	Iteration 41Q: 3 clusters Score -672697 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -672727.562500 Penalty: 4311.974609
	Iteration 42Q: 3 clusters Score -672727.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -672760.125000 Penalty: 4311.974609
	Iteration 43Q: 3 clusters Score -672760.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -672789.562500 Penalty: 4311.974609
	Iteration 44Q: 3 clusters Score -672789.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -672820.437500 Penalty: 4311.974609
	Iteration 45Q: 3 clusters Score -672820.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -672851.250000 Penalty: 4311.974609
	Iteration 46Q: 3 clusters Score -672851.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -672874.375000 Penalty: 4311.974609
	Iteration 47Q: 3 clusters Score -672874.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -672901.625000 Penalty: 4311.974609
	Iteration 48Q: 3 clusters Score -672901.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -672920.062500 Penalty: 4311.974609
	Iteration 49Q: 3 clusters Score -672920.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -672936.625000 Penalty: 4311.974609
	Iteration 50Q: 3 clusters Score -672936.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -672952.312500 Penalty: 4311.974609
	Iteration 51Q: 3 clusters Score -672952.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -672961.000000 Penalty: 4311.974609
	Iteration 52Q: 3 clusters Score -672961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -672968.187500 Penalty: 4311.974609
	Iteration 53Q: 3 clusters Score -672968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -672982.750000 Penalty: 4311.974609
	Iteration 54Q: 3 clusters Score -672982.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -672996.500000 Penalty: 4311.974609
	Iteration 55Q: 3 clusters Score -672996.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -673008.375000 Penalty: 4311.974609
	Iteration 56Q: 3 clusters Score -673008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -673016.562500 Penalty: 4311.974609
	Iteration 57Q: 3 clusters Score -673016.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -673026.937500 Penalty: 4311.974609
	Iteration 58Q: 3 clusters Score -673026.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -673035.125000 Penalty: 4311.974609
	Iteration 59Q: 3 clusters Score -673035.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -673040.062500 Penalty: 4311.974609
	Iteration 60F: 3 clusters Score -673040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -673042.000000 Penalty: 4311.974609
	Iteration 61Q: 3 clusters Score -673042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -673046.125000 Penalty: 4311.974609
	Iteration 62Q: 3 clusters Score -673046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -673054.187500 Penalty: 4311.974609
	Iteration 63Q: 3 clusters Score -673054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -673057.187500 Penalty: 4311.974609
	Iteration 64Q: 3 clusters Score -673057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -673061.312500 Penalty: 4311.974609
	Iteration 65Q: 3 clusters Score -673061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -673066.625000 Penalty: 4311.974609
	Iteration 66Q: 3 clusters Score -673066.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -673071.812500 Penalty: 4311.974609
	Iteration 67Q: 3 clusters Score -673071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -673075.187500 Penalty: 4311.974609
	Iteration 68Q: 3 clusters Score -673075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -673076.562500 Penalty: 4311.974609
	Iteration 69Q: 3 clusters Score -673076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -673078.750000 Penalty: 4311.974609
	Iteration 70Q: 3 clusters Score -673078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -673083.062500 Penalty: 4311.974609
	Iteration 71Q: 3 clusters Score -673083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -673087.437500 Penalty: 4311.974609
	Iteration 72Q: 3 clusters Score -673087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -673092.000000 Penalty: 4311.974609
	Iteration 73Q: 3 clusters Score -673092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -673093.937500 Penalty: 4311.974609
	Iteration 74Q: 3 clusters Score -673093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -673094.687500 Penalty: 4311.974609
	Iteration 75Q: 3 clusters Score -673094.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -673094.562500 Penalty: 4311.974609
	Iteration 76Q: 3 clusters Score -673094.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -673094.562500 Penalty: 4311.974609
	Iteration 77F: 3 clusters Score -673094.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Entering Unmasked Estep 
Score: -1485082.375000 Penalty: 2361.112549
	Iteration 0F: 2 clusters Score -1485082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1475277.000000 Penalty: 4722.225098
	Iteration 0F: 3 clusters Score -1475277 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1478471.125000 Penalty: 4722.225098
	Iteration 1F: 3 clusters Score -1478471 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1479030.750000 Penalty: 4722.225098
	Iteration 2F: 3 clusters Score -1479031 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1479646.375000 Penalty: 4722.225098
	Iteration 3F: 3 clusters Score -1479646 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1480290.750000 Penalty: 4722.225098
	Iteration 4F: 3 clusters Score -1480291 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1480980.000000 Penalty: 4722.225098
	Iteration 5F: 3 clusters Score -1480980 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1481682.500000 Penalty: 4722.225098
	Iteration 6F: 3 clusters Score -1481682 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1482321.500000 Penalty: 4722.225098
	Iteration 7F: 3 clusters Score -1482322 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1482900.375000 Penalty: 4722.225098
	Iteration 8Q: 3 clusters Score -1482900 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1483347.750000 Penalty: 4722.225098
	Iteration 9Q: 3 clusters Score -1483348 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1483635.750000 Penalty: 4722.225098
	Iteration 10Q: 3 clusters Score -1483636 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1483881.125000 Penalty: 4722.225098
	Iteration 11Q: 3 clusters Score -1483881 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1484037.625000 Penalty: 4722.225098
	Iteration 12Q: 3 clusters Score -1484038 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1484181.375000 Penalty: 4722.225098
	Iteration 13Q: 3 clusters Score -1484181 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1484263.000000 Penalty: 4722.225098
	Iteration 14Q: 3 clusters Score -1484263 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1484321.875000 Penalty: 4722.225098
	Iteration 15Q: 3 clusters Score -1484322 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1484373.750000 Penalty: 4722.225098
	Iteration 16Q: 3 clusters Score -1484374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1484409.250000 Penalty: 4722.225098
	Iteration 17Q: 3 clusters Score -1484409 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1484446.125000 Penalty: 4722.225098
	Iteration 18Q: 3 clusters Score -1484446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1484478.750000 Penalty: 4722.225098
	Iteration 19Q: 3 clusters Score -1484479 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1484506.375000 Penalty: 4722.225098
	Iteration 20F: 3 clusters Score -1484506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1484533.000000 Penalty: 4722.225098
	Iteration 21Q: 3 clusters Score -1484533 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1484557.625000 Penalty: 4722.225098
	Iteration 22Q: 3 clusters Score -1484558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1484585.250000 Penalty: 4722.225098
	Iteration 23Q: 3 clusters Score -1484585 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1484625.625000 Penalty: 4722.225098
	Iteration 24Q: 3 clusters Score -1484626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1484659.750000 Penalty: 4722.225098
	Iteration 25Q: 3 clusters Score -1484660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1484683.250000 Penalty: 4722.225098
	Iteration 26Q: 3 clusters Score -1484683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1484718.250000 Penalty: 4722.225098
	Iteration 27Q: 3 clusters Score -1484718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1484746.750000 Penalty: 4722.225098
	Iteration 28Q: 3 clusters Score -1484747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1484763.625000 Penalty: 4722.225098
	Iteration 29Q: 3 clusters Score -1484764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1484790.750000 Penalty: 4722.225098
	Iteration 30Q: 3 clusters Score -1484791 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1484806.625000 Penalty: 4722.225098
	Iteration 31Q: 3 clusters Score -1484807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1484824.875000 Penalty: 4722.225098
	Iteration 32Q: 3 clusters Score -1484825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1484835.375000 Penalty: 4722.225098
	Iteration 33Q: 3 clusters Score -1484835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1484841.750000 Penalty: 4722.225098
	Iteration 34Q: 3 clusters Score -1484842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1484844.750000 Penalty: 4722.225098
	Iteration 35Q: 3 clusters Score -1484845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1484853.125000 Penalty: 4722.225098
	Iteration 36Q: 3 clusters Score -1484853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1484854.000000 Penalty: 4722.225098
	Iteration 37Q: 3 clusters Score -1484854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1484860.375000 Penalty: 4722.225098
	Iteration 38Q: 3 clusters Score -1484860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1484861.125000 Penalty: 4722.225098
	Iteration 39Q: 3 clusters Score -1484861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1484865.000000 Penalty: 4722.225098
	Iteration 40F: 3 clusters Score -1484865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1484864.500000 Penalty: 4722.225098
	Iteration 41Q: 3 clusters Score -1484864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1484867.125000 Penalty: 4722.225098
	Iteration 42Q: 3 clusters Score -1484867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1484867.500000 Penalty: 4722.225098
	Iteration 43Q: 3 clusters Score -1484868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1484867.250000 Penalty: 4722.225098
	Iteration 44Q: 3 clusters Score -1484867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1484865.875000 Penalty: 4722.225098
	Iteration 45Q: 3 clusters Score -1484866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1484865.875000 Penalty: 4722.225098
	Iteration 46F: 3 clusters Score -1484866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -288383.656250 Penalty: 2000.497314
	Iteration 0F: 2 clusters Score -288383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -284957.093750 Penalty: 4000.994629
	Iteration 0F: 3 clusters Score -284957.1 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -285837.812500 Penalty: 4000.994629
	Iteration 1F: 3 clusters Score -285837.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -286192.625000 Penalty: 4000.994629
	Iteration 2F: 3 clusters Score -286192.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -286526.906250 Penalty: 4000.994629
	Iteration 3F: 3 clusters Score -286526.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -286847.062500 Penalty: 4000.994629
	Iteration 4F: 3 clusters Score -286847.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -287089.343750 Penalty: 4000.994629
	Iteration 5F: 3 clusters Score -287089.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -287268.562500 Penalty: 4000.994629
	Iteration 6F: 3 clusters Score -287268.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -287373.250000 Penalty: 4000.994629
	Iteration 7Q: 3 clusters Score -287373.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -287446.406250 Penalty: 4000.994629
	Iteration 8Q: 3 clusters Score -287446.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -287486.437500 Penalty: 4000.994629
	Iteration 9Q: 3 clusters Score -287486.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -287504.093750 Penalty: 4000.994629
	Iteration 10Q: 3 clusters Score -287504.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -287511.187500 Penalty: 4000.994629
	Iteration 11Q: 3 clusters Score -287511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -287518.218750 Penalty: 4000.994629
	Iteration 12Q: 3 clusters Score -287518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -287522.093750 Penalty: 4000.994629
	Iteration 13Q: 3 clusters Score -287522.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -287529.406250 Penalty: 4000.994629
	Iteration 14Q: 3 clusters Score -287529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -287532.656250 Penalty: 4000.994629
	Iteration 15Q: 3 clusters Score -287532.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -287533.812500 Penalty: 4000.994629
	Iteration 16Q: 3 clusters Score -287533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -287535.062500 Penalty: 4000.994629
	Iteration 17Q: 3 clusters Score -287535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -287536.281250 Penalty: 4000.994629
	Iteration 18Q: 3 clusters Score -287536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -287537.093750 Penalty: 4000.994629
	Iteration 19Q: 3 clusters Score -287537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -287537.843750 Penalty: 4000.994629
	Iteration 20F: 3 clusters Score -287537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -287538.156250 Penalty: 4000.994629
	Iteration 21Q: 3 clusters Score -287538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -287538.750000 Penalty: 4000.994629
	Iteration 22Q: 3 clusters Score -287538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -287539.312500 Penalty: 4000.994629
	Iteration 23Q: 3 clusters Score -287539.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -287539.312500 Penalty: 4000.994629
	Iteration 24F: 3 clusters Score -287539.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Entering Unmasked Estep 
Score: -1734545.875000 Penalty: 2404.310791
	Iteration 0F: 2 clusters Score -1734546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1722859.000000 Penalty: 4808.621582
	Iteration 0F: 3 clusters Score -1722859 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1726780.250000 Penalty: 4808.621582
	Iteration 1F: 3 clusters Score -1726780 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1727248.625000 Penalty: 4808.621582
	Iteration 2F: 3 clusters Score -1727249 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1727586.625000 Penalty: 4808.621582
	Iteration 3F: 3 clusters Score -1727587 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1727901.750000 Penalty: 4808.621582
	Iteration 4Q: 3 clusters Score -1727902 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1728220.000000 Penalty: 4808.621582
	Iteration 5Q: 3 clusters Score -1728220 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1728591.375000 Penalty: 4808.621582
	Iteration 6Q: 3 clusters Score -1728591 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1729024.875000 Penalty: 4808.621582
	Iteration 7Q: 3 clusters Score -1729025 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1729555.125000 Penalty: 4808.621582
	Iteration 8F: 3 clusters Score -1729555 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1730109.250000 Penalty: 4808.621582
	Iteration 9F: 3 clusters Score -1730109 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1730612.875000 Penalty: 4808.621582
	Iteration 10Q: 3 clusters Score -1730613 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1731036.000000 Penalty: 4808.621582
	Iteration 11Q: 3 clusters Score -1731036 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1731337.000000 Penalty: 4808.621582
	Iteration 12Q: 3 clusters Score -1731337 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1731572.875000 Penalty: 4808.621582
	Iteration 13Q: 3 clusters Score -1731573 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1731766.250000 Penalty: 4808.621582
	Iteration 14Q: 3 clusters Score -1731766 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1731920.500000 Penalty: 4808.621582
	Iteration 15Q: 3 clusters Score -1731920 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1732041.875000 Penalty: 4808.621582
	Iteration 16Q: 3 clusters Score -1732042 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1732136.625000 Penalty: 4808.621582
	Iteration 17Q: 3 clusters Score -1732137 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1732205.000000 Penalty: 4808.621582
	Iteration 18Q: 3 clusters Score -1732205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1732253.250000 Penalty: 4808.621582
	Iteration 19Q: 3 clusters Score -1732253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1732292.625000 Penalty: 4808.621582
	Iteration 20F: 3 clusters Score -1732293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1732318.250000 Penalty: 4808.621582
	Iteration 21Q: 3 clusters Score -1732318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1732345.750000 Penalty: 4808.621582
	Iteration 22Q: 3 clusters Score -1732346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1732361.375000 Penalty: 4808.621582
	Iteration 23Q: 3 clusters Score -1732361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1732371.250000 Penalty: 4808.621582
	Iteration 24Q: 3 clusters Score -1732371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1732386.500000 Penalty: 4808.621582
	Iteration 25Q: 3 clusters Score -1732386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1732392.375000 Penalty: 4808.621582
	Iteration 26Q: 3 clusters Score -1732392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1732401.375000 Penalty: 4808.621582
	Iteration 27Q: 3 clusters Score -1732401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1732415.500000 Penalty: 4808.621582
	Iteration 28Q: 3 clusters Score -1732416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1732424.250000 Penalty: 4808.621582
	Iteration 29Q: 3 clusters Score -1732424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1732436.625000 Penalty: 4808.621582
	Iteration 30Q: 3 clusters Score -1732437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1732441.750000 Penalty: 4808.621582
	Iteration 31Q: 3 clusters Score -1732442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1732453.125000 Penalty: 4808.621582
	Iteration 32Q: 3 clusters Score -1732453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1732458.500000 Penalty: 4808.621582
	Iteration 33Q: 3 clusters Score -1732458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1732469.250000 Penalty: 4808.621582
	Iteration 34Q: 3 clusters Score -1732469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1732480.000000 Penalty: 4808.621582
	Iteration 35Q: 3 clusters Score -1732480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1732482.375000 Penalty: 4808.621582
	Iteration 36Q: 3 clusters Score -1732482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1732487.625000 Penalty: 4808.621582
	Iteration 37Q: 3 clusters Score -1732488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1732495.125000 Penalty: 4808.621582
	Iteration 38Q: 3 clusters Score -1732495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1732497.500000 Penalty: 4808.621582
	Iteration 39Q: 3 clusters Score -1732498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1732499.375000 Penalty: 4808.621582
	Iteration 40F: 3 clusters Score -1732499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1732501.625000 Penalty: 4808.621582
	Iteration 41Q: 3 clusters Score -1732502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1732501.500000 Penalty: 4808.621582
	Iteration 42Q: 3 clusters Score -1732502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1732510.375000 Penalty: 4808.621582
	Iteration 43Q: 3 clusters Score -1732510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1732514.750000 Penalty: 4808.621582
	Iteration 44Q: 3 clusters Score -1732515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1732517.250000 Penalty: 4808.621582
	Iteration 45Q: 3 clusters Score -1732517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1732522.875000 Penalty: 4808.621582
	Iteration 46Q: 3 clusters Score -1732523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1732521.875000 Penalty: 4808.621582
	Iteration 47Q: 3 clusters Score -1732522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1732525.250000 Penalty: 4808.621582
	Iteration 48Q: 3 clusters Score -1732525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1732528.750000 Penalty: 4808.621582
	Iteration 49Q: 3 clusters Score -1732529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1732530.000000 Penalty: 4808.621582
	Iteration 50Q: 3 clusters Score -1732530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1732532.500000 Penalty: 4808.621582
	Iteration 51Q: 3 clusters Score -1732532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1732532.750000 Penalty: 4808.621582
	Iteration 52Q: 3 clusters Score -1732533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1732533.000000 Penalty: 4808.621582
	Iteration 53Q: 3 clusters Score -1732533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1732533.000000 Penalty: 4808.621582
	Iteration 54F: 3 clusters Score -1732533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Entering Unmasked Estep 
Score: -900096.562500 Penalty: 2240.333740
	Iteration 0F: 2 clusters Score -900096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -893433.312500 Penalty: 4480.667480
	Iteration 0F: 3 clusters Score -893433.3 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -895300.937500 Penalty: 4480.667480
	Iteration 1F: 3 clusters Score -895300.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -895563.937500 Penalty: 4480.667480
	Iteration 2F: 3 clusters Score -895563.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -895766.750000 Penalty: 4480.667480
	Iteration 3Q: 3 clusters Score -895766.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -895918.562500 Penalty: 4480.667480
	Iteration 4Q: 3 clusters Score -895918.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -896065.562500 Penalty: 4480.667480
	Iteration 5Q: 3 clusters Score -896065.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -896212.250000 Penalty: 4480.667480
	Iteration 6Q: 3 clusters Score -896212.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -896361.000000 Penalty: 4480.667480
	Iteration 7Q: 3 clusters Score -896361 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -896490.687500 Penalty: 4480.667480
	Iteration 8Q: 3 clusters Score -896490.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -896630.062500 Penalty: 4480.667480
	Iteration 9Q: 3 clusters Score -896630.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -896771.750000 Penalty: 4480.667480
	Iteration 10Q: 3 clusters Score -896771.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -896922.125000 Penalty: 4480.667480
	Iteration 11Q: 3 clusters Score -896922.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -897085.062500 Penalty: 4480.667480
	Iteration 12Q: 3 clusters Score -897085.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -897264.562500 Penalty: 4480.667480
	Iteration 13Q: 3 clusters Score -897264.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -897459.187500 Penalty: 4480.667480
	Iteration 14Q: 3 clusters Score -897459.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -897663.812500 Penalty: 4480.667480
	Iteration 15Q: 3 clusters Score -897663.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -897883.625000 Penalty: 4480.667480
	Iteration 16Q: 3 clusters Score -897883.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -898092.625000 Penalty: 4480.667480
	Iteration 17Q: 3 clusters Score -898092.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -898240.000000 Penalty: 4480.667480
	Iteration 18Q: 3 clusters Score -898240 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -898355.562500 Penalty: 4480.667480
	Iteration 19Q: 3 clusters Score -898355.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -898432.437500 Penalty: 4480.667480
	Iteration 20F: 3 clusters Score -898432.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -898479.062500 Penalty: 4480.667480
	Iteration 21Q: 3 clusters Score -898479.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -898517.812500 Penalty: 4480.667480
	Iteration 22Q: 3 clusters Score -898517.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -898541.500000 Penalty: 4480.667480
	Iteration 23Q: 3 clusters Score -898541.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -898561.750000 Penalty: 4480.667480
	Iteration 24Q: 3 clusters Score -898561.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -898573.625000 Penalty: 4480.667480
	Iteration 25Q: 3 clusters Score -898573.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -898585.937500 Penalty: 4480.667480
	Iteration 26Q: 3 clusters Score -898585.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -898588.500000 Penalty: 4480.667480
	Iteration 27Q: 3 clusters Score -898588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -898593.125000 Penalty: 4480.667480
	Iteration 28Q: 3 clusters Score -898593.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -898597.187500 Penalty: 4480.667480
	Iteration 29Q: 3 clusters Score -898597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -898596.687500 Penalty: 4480.667480
	Iteration 30Q: 3 clusters Score -898596.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -898600.500000 Penalty: 4480.667480
	Iteration 31Q: 3 clusters Score -898600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -898602.937500 Penalty: 4480.667480
	Iteration 32Q: 3 clusters Score -898602.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -898604.562500 Penalty: 4480.667480
	Iteration 33Q: 3 clusters Score -898604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -898603.375000 Penalty: 4480.667480
	Iteration 34Q: 3 clusters Score -898603.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -898605.875000 Penalty: 4480.667480
	Iteration 35Q: 3 clusters Score -898605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -898610.500000 Penalty: 4480.667480
	Iteration 36Q: 3 clusters Score -898610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -898611.000000 Penalty: 4480.667480
	Iteration 37Q: 3 clusters Score -898611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -898613.312500 Penalty: 4480.667480
	Iteration 38Q: 3 clusters Score -898613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -898616.875000 Penalty: 4480.667480
	Iteration 39Q: 3 clusters Score -898616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -898620.125000 Penalty: 4480.667480
	Iteration 40F: 3 clusters Score -898620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -898620.750000 Penalty: 4480.667480
	Iteration 41Q: 3 clusters Score -898620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -898622.750000 Penalty: 4480.667480
	Iteration 42Q: 3 clusters Score -898622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -898624.937500 Penalty: 4480.667480
	Iteration 43Q: 3 clusters Score -898624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -898626.625000 Penalty: 4480.667480
	Iteration 44Q: 3 clusters Score -898626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -898628.875000 Penalty: 4480.667480
	Iteration 45Q: 3 clusters Score -898628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -898627.562500 Penalty: 4480.667480
	Iteration 46Q: 3 clusters Score -898627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -898632.812500 Penalty: 4480.667480
	Iteration 47Q: 3 clusters Score -898632.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -898635.937500 Penalty: 4480.667480
	Iteration 48Q: 3 clusters Score -898635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -898639.125000 Penalty: 4480.667480
	Iteration 49Q: 3 clusters Score -898639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -898642.625000 Penalty: 4480.667480
	Iteration 50Q: 3 clusters Score -898642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -898640.500000 Penalty: 4480.667480
	Iteration 51Q: 3 clusters Score -898640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -898642.500000 Penalty: 4480.667480
	Iteration 52Q: 3 clusters Score -898642.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -898644.000000 Penalty: 4480.667480
	Iteration 53Q: 3 clusters Score -898644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -898644.250000 Penalty: 4480.667480
	Iteration 54Q: 3 clusters Score -898644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -898642.312500 Penalty: 4480.667480
	Iteration 55Q: 3 clusters Score -898642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -898642.312500 Penalty: 4480.667480
	Iteration 56F: 3 clusters Score -898642.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Entering Unmasked Estep 
Score: -904019.437500 Penalty: 2237.356201
	Iteration 0F: 2 clusters Score -904019.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -897371.812500 Penalty: 4474.712402
	Iteration 0F: 3 clusters Score -897371.8 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -899277.187500 Penalty: 4474.712402
	Iteration 1F: 3 clusters Score -899277.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -899571.687500 Penalty: 4474.712402
	Iteration 2F: 3 clusters Score -899571.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -899789.250000 Penalty: 4474.712402
	Iteration 3F: 3 clusters Score -899789.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -899980.000000 Penalty: 4474.712402
	Iteration 4Q: 3 clusters Score -899980 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -900141.375000 Penalty: 4474.712402
	Iteration 5Q: 3 clusters Score -900141.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -900282.625000 Penalty: 4474.712402
	Iteration 6Q: 3 clusters Score -900282.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -900423.187500 Penalty: 4474.712402
	Iteration 7Q: 3 clusters Score -900423.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -900563.625000 Penalty: 4474.712402
	Iteration 8Q: 3 clusters Score -900563.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -900722.437500 Penalty: 4474.712402
	Iteration 9Q: 3 clusters Score -900722.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -900881.562500 Penalty: 4474.712402
	Iteration 10Q: 3 clusters Score -900881.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -901038.750000 Penalty: 4474.712402
	Iteration 11Q: 3 clusters Score -901038.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -901209.625000 Penalty: 4474.712402
	Iteration 12Q: 3 clusters Score -901209.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -901390.000000 Penalty: 4474.712402
	Iteration 13Q: 3 clusters Score -901390 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -901559.875000 Penalty: 4474.712402
	Iteration 14Q: 3 clusters Score -901559.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -901700.187500 Penalty: 4474.712402
	Iteration 15Q: 3 clusters Score -901700.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -901825.812500 Penalty: 4474.712402
	Iteration 16Q: 3 clusters Score -901825.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -901946.500000 Penalty: 4474.712402
	Iteration 17Q: 3 clusters Score -901946.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -902048.375000 Penalty: 4474.712402
	Iteration 18Q: 3 clusters Score -902048.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -902137.812500 Penalty: 4474.712402
	Iteration 19Q: 3 clusters Score -902137.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -902183.562500 Penalty: 4474.712402
	Iteration 20F: 3 clusters Score -902183.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -902212.250000 Penalty: 4474.712402
	Iteration 21Q: 3 clusters Score -902212.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -902250.687500 Penalty: 4474.712402
	Iteration 22Q: 3 clusters Score -902250.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -902290.312500 Penalty: 4474.712402
	Iteration 23Q: 3 clusters Score -902290.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -902334.187500 Penalty: 4474.712402
	Iteration 24Q: 3 clusters Score -902334.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -902370.875000 Penalty: 4474.712402
	Iteration 25Q: 3 clusters Score -902370.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -902400.500000 Penalty: 4474.712402
	Iteration 26Q: 3 clusters Score -902400.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -902415.562500 Penalty: 4474.712402
	Iteration 27Q: 3 clusters Score -902415.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -902429.500000 Penalty: 4474.712402
	Iteration 28Q: 3 clusters Score -902429.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -902443.937500 Penalty: 4474.712402
	Iteration 29Q: 3 clusters Score -902443.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -902463.562500 Penalty: 4474.712402
	Iteration 30Q: 3 clusters Score -902463.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -902485.562500 Penalty: 4474.712402
	Iteration 31Q: 3 clusters Score -902485.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -902507.187500 Penalty: 4474.712402
	Iteration 32Q: 3 clusters Score -902507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -902514.437500 Penalty: 4474.712402
	Iteration 33Q: 3 clusters Score -902514.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -902523.187500 Penalty: 4474.712402
	Iteration 34Q: 3 clusters Score -902523.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -902532.625000 Penalty: 4474.712402
	Iteration 35Q: 3 clusters Score -902532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -902546.500000 Penalty: 4474.712402
	Iteration 36Q: 3 clusters Score -902546.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -902554.375000 Penalty: 4474.712402
	Iteration 37Q: 3 clusters Score -902554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -902564.812500 Penalty: 4474.712402
	Iteration 38Q: 3 clusters Score -902564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -902568.250000 Penalty: 4474.712402
	Iteration 39Q: 3 clusters Score -902568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -902570.625000 Penalty: 4474.712402
	Iteration 40F: 3 clusters Score -902570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -902571.750000 Penalty: 4474.712402
	Iteration 41Q: 3 clusters Score -902571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -902572.062500 Penalty: 4474.712402
	Iteration 42Q: 3 clusters Score -902572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -902572.062500 Penalty: 4474.712402
	Iteration 43F: 3 clusters Score -902572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Entering Unmasked Estep 
Score: -2850301.500000 Penalty: 2511.037109
	Iteration 0F: 2 clusters Score -2850302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2832948.250000 Penalty: 5022.074219
	Iteration 0F: 3 clusters Score -2832948 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2839129.250000 Penalty: 5022.074219
	Iteration 1F: 3 clusters Score -2839129 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2839681.250000 Penalty: 5022.074219
	Iteration 2F: 3 clusters Score -2839681 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2840258.750000 Penalty: 5022.074219
	Iteration 3F: 3 clusters Score -2840259 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2840979.750000 Penalty: 5022.074219
	Iteration 4F: 3 clusters Score -2840980 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2841874.750000 Penalty: 5022.074219
	Iteration 5F: 3 clusters Score -2841875 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2842954.000000 Penalty: 5022.074219
	Iteration 6F: 3 clusters Score -2842954 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2844024.000000 Penalty: 5022.074219
	Iteration 7F: 3 clusters Score -2844024 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2844942.250000 Penalty: 5022.074219
	Iteration 8F: 3 clusters Score -2844942 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2845744.750000 Penalty: 5022.074219
	Iteration 9Q: 3 clusters Score -2845745 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2846515.750000 Penalty: 5022.074219
	Iteration 10Q: 3 clusters Score -2846516 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2847262.500000 Penalty: 5022.074219
	Iteration 11Q: 3 clusters Score -2847262 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2848059.250000 Penalty: 5022.074219
	Iteration 12Q: 3 clusters Score -2848059 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2848718.250000 Penalty: 5022.074219
	Iteration 13Q: 3 clusters Score -2848718 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2849178.000000 Penalty: 5022.074219
	Iteration 14Q: 3 clusters Score -2849178 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2849495.250000 Penalty: 5022.074219
	Iteration 15Q: 3 clusters Score -2849495 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2849692.500000 Penalty: 5022.074219
	Iteration 16Q: 3 clusters Score -2849692 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2849808.250000 Penalty: 5022.074219
	Iteration 17Q: 3 clusters Score -2849808 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2849866.500000 Penalty: 5022.074219
	Iteration 18Q: 3 clusters Score -2849866 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2849900.250000 Penalty: 5022.074219
	Iteration 19Q: 3 clusters Score -2849900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2849914.250000 Penalty: 5022.074219
	Iteration 20F: 3 clusters Score -2849914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2849941.250000 Penalty: 5022.074219
	Iteration 21Q: 3 clusters Score -2849941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2849940.750000 Penalty: 5022.074219
	Iteration 22Q: 3 clusters Score -2849941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2849943.500000 Penalty: 5022.074219
	Iteration 23Q: 3 clusters Score -2849944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2849948.000000 Penalty: 5022.074219
	Iteration 24Q: 3 clusters Score -2849948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2849949.750000 Penalty: 5022.074219
	Iteration 25Q: 3 clusters Score -2849950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2849951.500000 Penalty: 5022.074219
	Iteration 26Q: 3 clusters Score -2849952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2849955.250000 Penalty: 5022.074219
	Iteration 27Q: 3 clusters Score -2849955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2849957.250000 Penalty: 5022.074219
	Iteration 28Q: 3 clusters Score -2849957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2849957.250000 Penalty: 5022.074219
	Iteration 29Q: 3 clusters Score -2849957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2849954.500000 Penalty: 5022.074219
	Iteration 30Q: 3 clusters Score -2849954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2849956.000000 Penalty: 5022.074219
	Iteration 31Q: 3 clusters Score -2849956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2849956.000000 Penalty: 5022.074219
	Iteration 32F: 3 clusters Score -2849956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Entering Unmasked Estep 
Score: -5130739.500000 Penalty: 2659.370361
	Iteration 0F: 2 clusters Score -5130740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -5100087.500000 Penalty: 5318.740723
	Iteration 0F: 3 clusters Score -5100088 nChanged 21032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -5112242.000000 Penalty: 5318.740723
	Iteration 1F: 3 clusters Score -5112242 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -5113633.000000 Penalty: 5318.740723
	Iteration 2F: 3 clusters Score -5113633 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -5115244.500000 Penalty: 5318.740723
	Iteration 3F: 3 clusters Score -5115244 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -5117135.500000 Penalty: 5318.740723
	Iteration 4F: 3 clusters Score -5117136 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5119050.500000 Penalty: 5318.740723
	Iteration 5F: 3 clusters Score -5119050 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -5120652.000000 Penalty: 5318.740723
	Iteration 6F: 3 clusters Score -5120652 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -5121893.500000 Penalty: 5318.740723
	Iteration 7F: 3 clusters Score -5121894 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -5122714.000000 Penalty: 5318.740723
	Iteration 8Q: 3 clusters Score -5122714 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5123313.500000 Penalty: 5318.740723
	Iteration 9Q: 3 clusters Score -5123314 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -5123908.500000 Penalty: 5318.740723
	Iteration 10Q: 3 clusters Score -5123908 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -5124409.000000 Penalty: 5318.740723
	Iteration 11Q: 3 clusters Score -5124409 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -5124923.500000 Penalty: 5318.740723
	Iteration 12Q: 3 clusters Score -5124924 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -5125419.000000 Penalty: 5318.740723
	Iteration 13Q: 3 clusters Score -5125419 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5125934.000000 Penalty: 5318.740723
	Iteration 14Q: 3 clusters Score -5125934 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5126510.000000 Penalty: 5318.740723
	Iteration 15Q: 3 clusters Score -5126510 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5127061.000000 Penalty: 5318.740723
	Iteration 16Q: 3 clusters Score -5127061 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5127557.500000 Penalty: 5318.740723
	Iteration 17Q: 3 clusters Score -5127558 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -5127927.000000 Penalty: 5318.740723
	Iteration 18Q: 3 clusters Score -5127927 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -5128257.500000 Penalty: 5318.740723
	Iteration 19Q: 3 clusters Score -5128258 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -5128520.500000 Penalty: 5318.740723
	Iteration 20F: 3 clusters Score -5128520 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -5128677.000000 Penalty: 5318.740723
	Iteration 21Q: 3 clusters Score -5128677 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -5128810.000000 Penalty: 5318.740723
	Iteration 22Q: 3 clusters Score -5128810 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5128893.000000 Penalty: 5318.740723
	Iteration 23Q: 3 clusters Score -5128893 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -5128944.500000 Penalty: 5318.740723
	Iteration 24Q: 3 clusters Score -5128944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5128995.500000 Penalty: 5318.740723
	Iteration 25Q: 3 clusters Score -5128996 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -5129038.000000 Penalty: 5318.740723
	Iteration 26Q: 3 clusters Score -5129038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -5129056.500000 Penalty: 5318.740723
	Iteration 27Q: 3 clusters Score -5129056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -5129102.000000 Penalty: 5318.740723
	Iteration 28Q: 3 clusters Score -5129102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -5129118.500000 Penalty: 5318.740723
	Iteration 29Q: 3 clusters Score -5129118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -5129153.000000 Penalty: 5318.740723
	Iteration 30Q: 3 clusters Score -5129153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5129163.000000 Penalty: 5318.740723
	Iteration 31Q: 3 clusters Score -5129163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -5129181.000000 Penalty: 5318.740723
	Iteration 32Q: 3 clusters Score -5129181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -5129191.000000 Penalty: 5318.740723
	Iteration 33Q: 3 clusters Score -5129191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -5129195.000000 Penalty: 5318.740723
	Iteration 34Q: 3 clusters Score -5129195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -5129201.000000 Penalty: 5318.740723
	Iteration 35Q: 3 clusters Score -5129201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -5129202.000000 Penalty: 5318.740723
	Iteration 36Q: 3 clusters Score -5129202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5129208.500000 Penalty: 5318.740723
	Iteration 37Q: 3 clusters Score -5129208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5129212.500000 Penalty: 5318.740723
	Iteration 38Q: 3 clusters Score -5129212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5129212.500000 Penalty: 5318.740723
	Iteration 39Q: 3 clusters Score -5129212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5129219.500000 Penalty: 5318.740723
	Iteration 40F: 3 clusters Score -5129220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5129230.500000 Penalty: 5318.740723
	Iteration 41Q: 3 clusters Score -5129230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5129232.000000 Penalty: 5318.740723
	Iteration 42Q: 3 clusters Score -5129232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5129232.000000 Penalty: 5318.740723
	Iteration 43Q: 3 clusters Score -5129232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5129225.500000 Penalty: 5318.740723
	Iteration 44Q: 3 clusters Score -5129226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -5129227.000000 Penalty: 5318.740723
	Iteration 45Q: 3 clusters Score -5129227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -5129231.000000 Penalty: 5318.740723
	Iteration 46Q: 3 clusters Score -5129231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5129232.500000 Penalty: 5318.740723
	Iteration 47Q: 3 clusters Score -5129232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5129231.000000 Penalty: 5318.740723
	Iteration 48Q: 3 clusters Score -5129231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5129231.000000 Penalty: 5318.740723
	Iteration 49Q: 3 clusters Score -5129231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5129238.000000 Penalty: 5318.740723
	Iteration 50Q: 3 clusters Score -5129238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5129231.000000 Penalty: 5318.740723
	Iteration 51Q: 3 clusters Score -5129231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5129231.500000 Penalty: 5318.740723
	Iteration 52Q: 3 clusters Score -5129232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -5129230.000000 Penalty: 5318.740723
	Iteration 53Q: 3 clusters Score -5129230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -5129239.500000 Penalty: 5318.740723
	Iteration 54Q: 3 clusters Score -5129240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -5129236.000000 Penalty: 5318.740723
	Iteration 55Q: 3 clusters Score -5129236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -5129239.500000 Penalty: 5318.740723
	Iteration 56Q: 3 clusters Score -5129240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -5129238.500000 Penalty: 5318.740723
	Iteration 57Q: 3 clusters Score -5129238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -5129238.500000 Penalty: 5318.740723
	Iteration 58Q: 3 clusters Score -5129238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -5129237.500000 Penalty: 5318.740723
	Iteration 59Q: 3 clusters Score -5129238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5129243.000000 Penalty: 5318.740723
	Iteration 60F: 3 clusters Score -5129243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5129268.000000 Penalty: 5318.740723
	Iteration 61Q: 3 clusters Score -5129268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -5129262.000000 Penalty: 5318.740723
	Iteration 62Q: 3 clusters Score -5129262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -5129269.500000 Penalty: 5318.740723
	Iteration 63Q: 3 clusters Score -5129270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5129271.000000 Penalty: 5318.740723
	Iteration 64Q: 3 clusters Score -5129271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -5129264.000000 Penalty: 5318.740723
	Iteration 65Q: 3 clusters Score -5129264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -5129267.500000 Penalty: 5318.740723
	Iteration 66Q: 3 clusters Score -5129268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5129272.000000 Penalty: 5318.740723
	Iteration 67Q: 3 clusters Score -5129272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -5129271.000000 Penalty: 5318.740723
	Iteration 68Q: 3 clusters Score -5129271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5129273.500000 Penalty: 5318.740723
	Iteration 69Q: 3 clusters Score -5129274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5129271.500000 Penalty: 5318.740723
	Iteration 70Q: 3 clusters Score -5129272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -5129277.500000 Penalty: 5318.740723
	Iteration 71Q: 3 clusters Score -5129278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -5129296.000000 Penalty: 5318.740723
	Iteration 72Q: 3 clusters Score -5129296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -5129300.000000 Penalty: 5318.740723
	Iteration 73Q: 3 clusters Score -5129300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5129307.000000 Penalty: 5318.740723
	Iteration 74Q: 3 clusters Score -5129307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -5129307.500000 Penalty: 5318.740723
	Iteration 75Q: 3 clusters Score -5129308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5129310.500000 Penalty: 5318.740723
	Iteration 76Q: 3 clusters Score -5129310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -5129316.000000 Penalty: 5318.740723
	Iteration 77Q: 3 clusters Score -5129316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -5129316.000000 Penalty: 5318.740723
	Iteration 78F: 3 clusters Score -5129316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Entering Unmasked Estep 
Score: -1259279.750000 Penalty: 2329.566162
	Iteration 0F: 2 clusters Score -1259280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1250371.625000 Penalty: 4659.132324
	Iteration 0F: 3 clusters Score -1250372 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1253315.750000 Penalty: 4659.132324
	Iteration 1F: 3 clusters Score -1253316 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1253962.750000 Penalty: 4659.132324
	Iteration 2F: 3 clusters Score -1253963 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1254789.250000 Penalty: 4659.132324
	Iteration 3F: 3 clusters Score -1254789 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1255766.875000 Penalty: 4659.132324
	Iteration 4F: 3 clusters Score -1255767 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1256637.125000 Penalty: 4659.132324
	Iteration 5F: 3 clusters Score -1256637 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1257323.125000 Penalty: 4659.132324
	Iteration 6F: 3 clusters Score -1257323 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1257782.500000 Penalty: 4659.132324
	Iteration 7F: 3 clusters Score -1257782 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1258108.125000 Penalty: 4659.132324
	Iteration 8Q: 3 clusters Score -1258108 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1258345.250000 Penalty: 4659.132324
	Iteration 9Q: 3 clusters Score -1258345 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1258536.875000 Penalty: 4659.132324
	Iteration 10Q: 3 clusters Score -1258537 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1258700.000000 Penalty: 4659.132324
	Iteration 11Q: 3 clusters Score -1258700 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1258806.750000 Penalty: 4659.132324
	Iteration 12Q: 3 clusters Score -1258807 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1258892.875000 Penalty: 4659.132324
	Iteration 13Q: 3 clusters Score -1258893 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1258970.500000 Penalty: 4659.132324
	Iteration 14Q: 3 clusters Score -1258970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1259026.125000 Penalty: 4659.132324
	Iteration 15Q: 3 clusters Score -1259026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1259057.250000 Penalty: 4659.132324
	Iteration 16Q: 3 clusters Score -1259057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1259086.625000 Penalty: 4659.132324
	Iteration 17Q: 3 clusters Score -1259087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1259094.625000 Penalty: 4659.132324
	Iteration 18Q: 3 clusters Score -1259095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1259106.250000 Penalty: 4659.132324
	Iteration 19Q: 3 clusters Score -1259106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1259111.500000 Penalty: 4659.132324
	Iteration 20F: 3 clusters Score -1259112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1259114.875000 Penalty: 4659.132324
	Iteration 21Q: 3 clusters Score -1259115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1259116.875000 Penalty: 4659.132324
	Iteration 22Q: 3 clusters Score -1259117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1259121.625000 Penalty: 4659.132324
	Iteration 23Q: 3 clusters Score -1259122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1259122.500000 Penalty: 4659.132324
	Iteration 24Q: 3 clusters Score -1259122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1259126.750000 Penalty: 4659.132324
	Iteration 25Q: 3 clusters Score -1259127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1259127.750000 Penalty: 4659.132324
	Iteration 26Q: 3 clusters Score -1259128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1259130.000000 Penalty: 4659.132324
	Iteration 27Q: 3 clusters Score -1259130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1259130.250000 Penalty: 4659.132324
	Iteration 28Q: 3 clusters Score -1259130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1259133.625000 Penalty: 4659.132324
	Iteration 29Q: 3 clusters Score -1259134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1259135.500000 Penalty: 4659.132324
	Iteration 30Q: 3 clusters Score -1259136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1259135.625000 Penalty: 4659.132324
	Iteration 31Q: 3 clusters Score -1259136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1259134.375000 Penalty: 4659.132324
	Iteration 32Q: 3 clusters Score -1259134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1259139.500000 Penalty: 4659.132324
	Iteration 33Q: 3 clusters Score -1259140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1259141.125000 Penalty: 4659.132324
	Iteration 34Q: 3 clusters Score -1259141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1259140.250000 Penalty: 4659.132324
	Iteration 35Q: 3 clusters Score -1259140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1259139.250000 Penalty: 4659.132324
	Iteration 36Q: 3 clusters Score -1259139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1259138.750000 Penalty: 4659.132324
	Iteration 37Q: 3 clusters Score -1259139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1259139.625000 Penalty: 4659.132324
	Iteration 38Q: 3 clusters Score -1259140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1259139.625000 Penalty: 4659.132324
	Iteration 39F: 3 clusters Score -1259140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Entering Unmasked Estep 
Score: -1187330.875000 Penalty: 2302.928955
	Iteration 0F: 2 clusters Score -1187331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1179099.500000 Penalty: 4605.857910
	Iteration 0F: 3 clusters Score -1179100 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1181760.375000 Penalty: 4605.857910
	Iteration 1F: 3 clusters Score -1181760 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1182420.875000 Penalty: 4605.857910
	Iteration 2F: 3 clusters Score -1182421 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1183034.500000 Penalty: 4605.857910
	Iteration 3F: 3 clusters Score -1183034 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1183556.500000 Penalty: 4605.857910
	Iteration 4F: 3 clusters Score -1183556 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1183993.750000 Penalty: 4605.857910
	Iteration 5F: 3 clusters Score -1183994 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1184395.375000 Penalty: 4605.857910
	Iteration 6F: 3 clusters Score -1184395 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1184728.125000 Penalty: 4605.857910
	Iteration 7Q: 3 clusters Score -1184728 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1184999.375000 Penalty: 4605.857910
	Iteration 8Q: 3 clusters Score -1184999 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1185207.125000 Penalty: 4605.857910
	Iteration 9Q: 3 clusters Score -1185207 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1185384.125000 Penalty: 4605.857910
	Iteration 10Q: 3 clusters Score -1185384 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1185544.625000 Penalty: 4605.857910
	Iteration 11Q: 3 clusters Score -1185545 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1185684.250000 Penalty: 4605.857910
	Iteration 12Q: 3 clusters Score -1185684 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1185790.875000 Penalty: 4605.857910
	Iteration 13Q: 3 clusters Score -1185791 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1185871.000000 Penalty: 4605.857910
	Iteration 14Q: 3 clusters Score -1185871 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1185929.375000 Penalty: 4605.857910
	Iteration 15Q: 3 clusters Score -1185929 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1185972.625000 Penalty: 4605.857910
	Iteration 16Q: 3 clusters Score -1185973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1186004.250000 Penalty: 4605.857910
	Iteration 17Q: 3 clusters Score -1186004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1186017.375000 Penalty: 4605.857910
	Iteration 18Q: 3 clusters Score -1186017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1186036.000000 Penalty: 4605.857910
	Iteration 19Q: 3 clusters Score -1186036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1186042.125000 Penalty: 4605.857910
	Iteration 20F: 3 clusters Score -1186042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1186049.500000 Penalty: 4605.857910
	Iteration 21Q: 3 clusters Score -1186050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1186051.375000 Penalty: 4605.857910
	Iteration 22Q: 3 clusters Score -1186051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1186053.000000 Penalty: 4605.857910
	Iteration 23Q: 3 clusters Score -1186053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1186052.250000 Penalty: 4605.857910
	Iteration 24Q: 3 clusters Score -1186052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1186055.750000 Penalty: 4605.857910
	Iteration 25Q: 3 clusters Score -1186056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1186055.625000 Penalty: 4605.857910
	Iteration 26Q: 3 clusters Score -1186056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1186057.375000 Penalty: 4605.857910
	Iteration 27Q: 3 clusters Score -1186057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1186061.000000 Penalty: 4605.857910
	Iteration 28Q: 3 clusters Score -1186061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1186062.875000 Penalty: 4605.857910
	Iteration 29Q: 3 clusters Score -1186063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1186062.000000 Penalty: 4605.857910
	Iteration 30Q: 3 clusters Score -1186062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1186065.250000 Penalty: 4605.857910
	Iteration 31Q: 3 clusters Score -1186065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1186066.250000 Penalty: 4605.857910
	Iteration 32Q: 3 clusters Score -1186066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1186068.875000 Penalty: 4605.857910
	Iteration 33Q: 3 clusters Score -1186069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1186073.625000 Penalty: 4605.857910
	Iteration 34Q: 3 clusters Score -1186074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1186075.000000 Penalty: 4605.857910
	Iteration 35Q: 3 clusters Score -1186075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1186075.500000 Penalty: 4605.857910
	Iteration 36Q: 3 clusters Score -1186076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1186078.375000 Penalty: 4605.857910
	Iteration 37Q: 3 clusters Score -1186078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1186076.250000 Penalty: 4605.857910
	Iteration 38Q: 3 clusters Score -1186076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1186076.250000 Penalty: 4605.857910
	Iteration 39F: 3 clusters Score -1186076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Entering Unmasked Estep 
Score: -1025035.125000 Penalty: 2273.626953
	Iteration 0F: 2 clusters Score -1025035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1017588.000000 Penalty: 4547.253906
	Iteration 0F: 3 clusters Score -1017588 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1019795.687500 Penalty: 4547.253906
	Iteration 1F: 3 clusters Score -1019796 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1020176.187500 Penalty: 4547.253906
	Iteration 2F: 3 clusters Score -1020176 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1020462.812500 Penalty: 4547.253906
	Iteration 3F: 3 clusters Score -1020463 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1020692.687500 Penalty: 4547.253906
	Iteration 4Q: 3 clusters Score -1020693 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1020937.312500 Penalty: 4547.253906
	Iteration 5Q: 3 clusters Score -1020937 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1021209.500000 Penalty: 4547.253906
	Iteration 6Q: 3 clusters Score -1021210 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1021554.250000 Penalty: 4547.253906
	Iteration 7Q: 3 clusters Score -1021554 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1021928.437500 Penalty: 4547.253906
	Iteration 8F: 3 clusters Score -1021928 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1022289.000000 Penalty: 4547.253906
	Iteration 9Q: 3 clusters Score -1022289 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1022614.125000 Penalty: 4547.253906
	Iteration 10Q: 3 clusters Score -1022614 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1022938.437500 Penalty: 4547.253906
	Iteration 11Q: 3 clusters Score -1022938 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1023271.687500 Penalty: 4547.253906
	Iteration 12Q: 3 clusters Score -1023272 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1023577.875000 Penalty: 4547.253906
	Iteration 13Q: 3 clusters Score -1023578 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1023797.125000 Penalty: 4547.253906
	Iteration 14Q: 3 clusters Score -1023797 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1023939.062500 Penalty: 4547.253906
	Iteration 15Q: 3 clusters Score -1023939 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1024037.250000 Penalty: 4547.253906
	Iteration 16Q: 3 clusters Score -1024037 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1024101.937500 Penalty: 4547.253906
	Iteration 17Q: 3 clusters Score -1024102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1024151.625000 Penalty: 4547.253906
	Iteration 18Q: 3 clusters Score -1024152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1024179.312500 Penalty: 4547.253906
	Iteration 19Q: 3 clusters Score -1024179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1024201.500000 Penalty: 4547.253906
	Iteration 20F: 3 clusters Score -1024202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1024209.125000 Penalty: 4547.253906
	Iteration 21Q: 3 clusters Score -1024209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1024219.937500 Penalty: 4547.253906
	Iteration 22Q: 3 clusters Score -1024220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1024229.687500 Penalty: 4547.253906
	Iteration 23Q: 3 clusters Score -1024230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1024235.812500 Penalty: 4547.253906
	Iteration 24Q: 3 clusters Score -1024236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1024240.000000 Penalty: 4547.253906
	Iteration 25Q: 3 clusters Score -1024240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1024246.562500 Penalty: 4547.253906
	Iteration 26Q: 3 clusters Score -1024247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1024244.312500 Penalty: 4547.253906
	Iteration 27Q: 3 clusters Score -1024244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1024246.812500 Penalty: 4547.253906
	Iteration 28Q: 3 clusters Score -1024247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1024249.625000 Penalty: 4547.253906
	Iteration 29Q: 3 clusters Score -1024250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1024247.875000 Penalty: 4547.253906
	Iteration 30Q: 3 clusters Score -1024248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1024247.875000 Penalty: 4547.253906
	Iteration 31Q: 3 clusters Score -1024248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1024247.625000 Penalty: 4547.253906
	Iteration 32Q: 3 clusters Score -1024248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1024250.812500 Penalty: 4547.253906
	Iteration 33Q: 3 clusters Score -1024251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1024250.312500 Penalty: 4547.253906
	Iteration 34Q: 3 clusters Score -1024250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1024249.000000 Penalty: 4547.253906
	Iteration 35Q: 3 clusters Score -1024249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1024252.625000 Penalty: 4547.253906
	Iteration 36Q: 3 clusters Score -1024253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1024253.375000 Penalty: 4547.253906
	Iteration 37Q: 3 clusters Score -1024253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1024257.625000 Penalty: 4547.253906
	Iteration 38Q: 3 clusters Score -1024258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1024255.687500 Penalty: 4547.253906
	Iteration 39Q: 3 clusters Score -1024256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1024256.500000 Penalty: 4547.253906
	Iteration 40F: 3 clusters Score -1024256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1024258.625000 Penalty: 4547.253906
	Iteration 41Q: 3 clusters Score -1024259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1024259.000000 Penalty: 4547.253906
	Iteration 42Q: 3 clusters Score -1024259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1024258.375000 Penalty: 4547.253906
	Iteration 43Q: 3 clusters Score -1024258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1024258.375000 Penalty: 4547.253906
	Iteration 44F: 3 clusters Score -1024258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -140543.562500 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -140543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138312.687500 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -138312.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138706.984375 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -138707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138814.359375 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -138814.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -138871.375000 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -138871.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138912.171875 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -138912.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -138931.968750 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -138932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -138946.390625 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -138946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -138958.437500 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -138958.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -138972.921875 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -138972.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -138984.093750 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -138984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138992.062500 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -138992.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139003.312500 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -139003.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139008.031250 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -139008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139013.578125 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -139013.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139024.781250 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -139024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139030.000000 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -139030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139033.562500 Penalty: 3607.798096
	Iteration 16Q: 3 clusters Score -139033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139038.609375 Penalty: 3607.798096
	Iteration 17Q: 3 clusters Score -139038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139043.734375 Penalty: 3607.798096
	Iteration 18Q: 3 clusters Score -139043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139046.656250 Penalty: 3607.798096
	Iteration 19Q: 3 clusters Score -139046.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139051.234375 Penalty: 3607.798096
	Iteration 20F: 3 clusters Score -139051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139057.500000 Penalty: 3607.798096
	Iteration 21Q: 3 clusters Score -139057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139063.796875 Penalty: 3607.798096
	Iteration 22Q: 3 clusters Score -139063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139067.359375 Penalty: 3607.798096
	Iteration 23Q: 3 clusters Score -139067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139068.796875 Penalty: 3607.798096
	Iteration 24Q: 3 clusters Score -139068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -139073.140625 Penalty: 3607.798096
	Iteration 25Q: 3 clusters Score -139073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -139076.828125 Penalty: 3607.798096
	Iteration 26Q: 3 clusters Score -139076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -139079.828125 Penalty: 3607.798096
	Iteration 27Q: 3 clusters Score -139079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -139080.781250 Penalty: 3607.798096
	Iteration 28Q: 3 clusters Score -139080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -139080.781250 Penalty: 3607.798096
	Iteration 29F: 3 clusters Score -139080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Entering Unmasked Estep 
Score: -1284888.125000 Penalty: 2334.473389
	Iteration 0F: 2 clusters Score -1284888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1275915.875000 Penalty: 4668.946777
	Iteration 0F: 3 clusters Score -1275916 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1278711.250000 Penalty: 4668.946777
	Iteration 1F: 3 clusters Score -1278711 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1279126.500000 Penalty: 4668.946777
	Iteration 2F: 3 clusters Score -1279126 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1279455.375000 Penalty: 4668.946777
	Iteration 3F: 3 clusters Score -1279455 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1279793.250000 Penalty: 4668.946777
	Iteration 4F: 3 clusters Score -1279793 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1280126.500000 Penalty: 4668.946777
	Iteration 5Q: 3 clusters Score -1280126 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1280498.000000 Penalty: 4668.946777
	Iteration 6F: 3 clusters Score -1280498 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1280888.625000 Penalty: 4668.946777
	Iteration 7F: 3 clusters Score -1280889 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1281306.125000 Penalty: 4668.946777
	Iteration 8F: 3 clusters Score -1281306 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1281732.375000 Penalty: 4668.946777
	Iteration 9F: 3 clusters Score -1281732 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1282098.625000 Penalty: 4668.946777
	Iteration 10Q: 3 clusters Score -1282099 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1282353.750000 Penalty: 4668.946777
	Iteration 11Q: 3 clusters Score -1282354 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1282517.500000 Penalty: 4668.946777
	Iteration 12Q: 3 clusters Score -1282518 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1282645.375000 Penalty: 4668.946777
	Iteration 13Q: 3 clusters Score -1282645 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1282743.875000 Penalty: 4668.946777
	Iteration 14Q: 3 clusters Score -1282744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1282804.875000 Penalty: 4668.946777
	Iteration 15Q: 3 clusters Score -1282805 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1282855.500000 Penalty: 4668.946777
	Iteration 16Q: 3 clusters Score -1282856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1282916.500000 Penalty: 4668.946777
	Iteration 17Q: 3 clusters Score -1282916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1282962.875000 Penalty: 4668.946777
	Iteration 18Q: 3 clusters Score -1282963 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1283011.500000 Penalty: 4668.946777
	Iteration 19Q: 3 clusters Score -1283012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1283039.750000 Penalty: 4668.946777
	Iteration 20F: 3 clusters Score -1283040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1283068.500000 Penalty: 4668.946777
	Iteration 21Q: 3 clusters Score -1283068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1283090.250000 Penalty: 4668.946777
	Iteration 22Q: 3 clusters Score -1283090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1283114.125000 Penalty: 4668.946777
	Iteration 23Q: 3 clusters Score -1283114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1283141.500000 Penalty: 4668.946777
	Iteration 24Q: 3 clusters Score -1283142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1283160.625000 Penalty: 4668.946777
	Iteration 25Q: 3 clusters Score -1283161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1283183.250000 Penalty: 4668.946777
	Iteration 26Q: 3 clusters Score -1283183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1283204.375000 Penalty: 4668.946777
	Iteration 27Q: 3 clusters Score -1283204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1283216.125000 Penalty: 4668.946777
	Iteration 28Q: 3 clusters Score -1283216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1283235.125000 Penalty: 4668.946777
	Iteration 29Q: 3 clusters Score -1283235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1283255.500000 Penalty: 4668.946777
	Iteration 30Q: 3 clusters Score -1283256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1283274.750000 Penalty: 4668.946777
	Iteration 31Q: 3 clusters Score -1283275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1283300.875000 Penalty: 4668.946777
	Iteration 32Q: 3 clusters Score -1283301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1283324.750000 Penalty: 4668.946777
	Iteration 33Q: 3 clusters Score -1283325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1283346.250000 Penalty: 4668.946777
	Iteration 34Q: 3 clusters Score -1283346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1283374.125000 Penalty: 4668.946777
	Iteration 35Q: 3 clusters Score -1283374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1283397.375000 Penalty: 4668.946777
	Iteration 36Q: 3 clusters Score -1283397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1283411.750000 Penalty: 4668.946777
	Iteration 37Q: 3 clusters Score -1283412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1283419.625000 Penalty: 4668.946777
	Iteration 38Q: 3 clusters Score -1283420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1283426.125000 Penalty: 4668.946777
	Iteration 39Q: 3 clusters Score -1283426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1283430.500000 Penalty: 4668.946777
	Iteration 40F: 3 clusters Score -1283430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1283433.750000 Penalty: 4668.946777
	Iteration 41Q: 3 clusters Score -1283434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1283437.875000 Penalty: 4668.946777
	Iteration 42Q: 3 clusters Score -1283438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1283439.250000 Penalty: 4668.946777
	Iteration 43Q: 3 clusters Score -1283439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1283438.875000 Penalty: 4668.946777
	Iteration 44Q: 3 clusters Score -1283439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1283442.000000 Penalty: 4668.946777
	Iteration 45Q: 3 clusters Score -1283442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1283441.375000 Penalty: 4668.946777
	Iteration 46Q: 3 clusters Score -1283441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1283441.375000 Penalty: 4668.946777
	Iteration 47F: 3 clusters Score -1283441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Entering Unmasked Estep 
Score: -627834.937500 Penalty: 2152.511719
	Iteration 0F: 2 clusters Score -627834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -622747.687500 Penalty: 4305.023438
	Iteration 0F: 3 clusters Score -622747.7 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -624197.500000 Penalty: 4305.023438
	Iteration 1F: 3 clusters Score -624197.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -624599.875000 Penalty: 4305.023438
	Iteration 2F: 3 clusters Score -624599.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -624949.562500 Penalty: 4305.023438
	Iteration 3F: 3 clusters Score -624949.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -625269.625000 Penalty: 4305.023438
	Iteration 4F: 3 clusters Score -625269.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -625533.437500 Penalty: 4305.023438
	Iteration 5F: 3 clusters Score -625533.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -625720.562500 Penalty: 4305.023438
	Iteration 6Q: 3 clusters Score -625720.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -625851.687500 Penalty: 4305.023438
	Iteration 7Q: 3 clusters Score -625851.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -625930.312500 Penalty: 4305.023438
	Iteration 8Q: 3 clusters Score -625930.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -625980.125000 Penalty: 4305.023438
	Iteration 9Q: 3 clusters Score -625980.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -626011.312500 Penalty: 4305.023438
	Iteration 10Q: 3 clusters Score -626011.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -626032.562500 Penalty: 4305.023438
	Iteration 11Q: 3 clusters Score -626032.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -626047.625000 Penalty: 4305.023438
	Iteration 12Q: 3 clusters Score -626047.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -626056.500000 Penalty: 4305.023438
	Iteration 13Q: 3 clusters Score -626056.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -626066.250000 Penalty: 4305.023438
	Iteration 14Q: 3 clusters Score -626066.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -626078.875000 Penalty: 4305.023438
	Iteration 15Q: 3 clusters Score -626078.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -626085.187500 Penalty: 4305.023438
	Iteration 16Q: 3 clusters Score -626085.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -626090.312500 Penalty: 4305.023438
	Iteration 17Q: 3 clusters Score -626090.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -626096.187500 Penalty: 4305.023438
	Iteration 18Q: 3 clusters Score -626096.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -626100.187500 Penalty: 4305.023438
	Iteration 19Q: 3 clusters Score -626100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -626102.875000 Penalty: 4305.023438
	Iteration 20F: 3 clusters Score -626102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -626103.375000 Penalty: 4305.023438
	Iteration 21Q: 3 clusters Score -626103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -626103.375000 Penalty: 4305.023438
	Iteration 22Q: 3 clusters Score -626103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -626106.000000 Penalty: 4305.023438
	Iteration 23Q: 3 clusters Score -626106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -626106.250000 Penalty: 4305.023438
	Iteration 24Q: 3 clusters Score -626106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -626107.625000 Penalty: 4305.023438
	Iteration 25Q: 3 clusters Score -626107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -626107.625000 Penalty: 4305.023438
	Iteration 26F: 3 clusters Score -626107.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -74416.421875 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -74416.42 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 345 members 
Entering Unmasked Estep 
Score: -72753.859375 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -72753.86 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73031.906250 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -73031.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73122.976562 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -73122.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73161.515625 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -73161.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73207.953125 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -73207.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73233.960938 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -73233.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73269.664062 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -73269.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73307.984375 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -73307.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73331.914062 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -73331.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73360.765625 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -73360.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73374.101562 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -73374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73406.523438 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -73406.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73452.609375 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -73452.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73488.937500 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -73488.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73515.234375 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -73515.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73536.210938 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -73536.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73567.945312 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -73567.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73589.421875 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -73589.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73597.445312 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -73597.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73597.914062 Penalty: 3250.750977
	Iteration 19F: 3 clusters Score -73597.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73614.140625 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -73614.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73616.859375 Penalty: 3250.750977
	Iteration 21Q: 3 clusters Score -73616.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73629.320312 Penalty: 3250.750977
	Iteration 22Q: 3 clusters Score -73629.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73646.906250 Penalty: 3250.750977
	Iteration 23Q: 3 clusters Score -73646.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -73666.375000 Penalty: 3250.750977
	Iteration 24Q: 3 clusters Score -73666.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73678.781250 Penalty: 3250.750977
	Iteration 25Q: 3 clusters Score -73678.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73681.062500 Penalty: 3250.750977
	Iteration 26Q: 3 clusters Score -73681.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73682.257812 Penalty: 3250.750977
	Iteration 27Q: 3 clusters Score -73682.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73682.257812 Penalty: 3250.750977
	Iteration 28F: 3 clusters Score -73682.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -126675.484375 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -126675.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -124614.828125 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -124614.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -124942.843750 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -124942.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125056.984375 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -125057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125096.585938 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -125096.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -125118.187500 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -125118.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125125.890625 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -125125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125129.054688 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -125129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125132.710938 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -125132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125133.703125 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -125133.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125133.703125 Penalty: 3504.544189
	Iteration 9F: 3 clusters Score -125133.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -344493.093750 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -344493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -341213.000000 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -341213 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -341867.625000 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -341867.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -342013.156250 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -342013.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -342083.218750 Penalty: 3976.911377
	Iteration 3Q: 3 clusters Score -342083.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -342148.468750 Penalty: 3976.911377
	Iteration 4Q: 3 clusters Score -342148.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -342198.812500 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -342198.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -342232.125000 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -342232.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -342260.562500 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -342260.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -342277.000000 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -342277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -342289.468750 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -342289.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -342303.750000 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -342303.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -342312.968750 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -342313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342319.062500 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -342319.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342326.750000 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -342326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -342331.562500 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -342331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -342336.156250 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -342336.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -342341.125000 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -342341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -342344.031250 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -342344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -342346.343750 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -342346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -342348.687500 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -342348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -342350.750000 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -342350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -342352.531250 Penalty: 3976.911377
	Iteration 21Q: 3 clusters Score -342352.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -342353.406250 Penalty: 3976.911377
	Iteration 22Q: 3 clusters Score -342353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -342353.906250 Penalty: 3976.911377
	Iteration 23Q: 3 clusters Score -342353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -342353.906250 Penalty: 3976.911377
	Iteration 24F: 3 clusters Score -342353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Entering Unmasked Estep 
Score: -528293.125000 Penalty: 2123.369873
	Iteration 0F: 2 clusters Score -528293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -523634.531250 Penalty: 4246.739746
	Iteration 0F: 3 clusters Score -523634.5 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -524973.375000 Penalty: 4246.739746
	Iteration 1F: 3 clusters Score -524973.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -525446.812500 Penalty: 4246.739746
	Iteration 2F: 3 clusters Score -525446.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -525816.125000 Penalty: 4246.739746
	Iteration 3F: 3 clusters Score -525816.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -526083.875000 Penalty: 4246.739746
	Iteration 4F: 3 clusters Score -526083.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -526267.625000 Penalty: 4246.739746
	Iteration 5F: 3 clusters Score -526267.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -526377.312500 Penalty: 4246.739746
	Iteration 6Q: 3 clusters Score -526377.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -526461.062500 Penalty: 4246.739746
	Iteration 7Q: 3 clusters Score -526461.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -526548.812500 Penalty: 4246.739746
	Iteration 8Q: 3 clusters Score -526548.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -526623.000000 Penalty: 4246.739746
	Iteration 9Q: 3 clusters Score -526623 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -526674.250000 Penalty: 4246.739746
	Iteration 10Q: 3 clusters Score -526674.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -526719.687500 Penalty: 4246.739746
	Iteration 11Q: 3 clusters Score -526719.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -526764.937500 Penalty: 4246.739746
	Iteration 12Q: 3 clusters Score -526764.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -526805.437500 Penalty: 4246.739746
	Iteration 13Q: 3 clusters Score -526805.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -526838.500000 Penalty: 4246.739746
	Iteration 14Q: 3 clusters Score -526838.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -526864.625000 Penalty: 4246.739746
	Iteration 15Q: 3 clusters Score -526864.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -526882.125000 Penalty: 4246.739746
	Iteration 16Q: 3 clusters Score -526882.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -526905.312500 Penalty: 4246.739746
	Iteration 17Q: 3 clusters Score -526905.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -526920.562500 Penalty: 4246.739746
	Iteration 18Q: 3 clusters Score -526920.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -526932.062500 Penalty: 4246.739746
	Iteration 19Q: 3 clusters Score -526932.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -526940.187500 Penalty: 4246.739746
	Iteration 20F: 3 clusters Score -526940.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -526945.437500 Penalty: 4246.739746
	Iteration 21Q: 3 clusters Score -526945.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -526951.937500 Penalty: 4246.739746
	Iteration 22Q: 3 clusters Score -526951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -526953.625000 Penalty: 4246.739746
	Iteration 23Q: 3 clusters Score -526953.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -526954.937500 Penalty: 4246.739746
	Iteration 24Q: 3 clusters Score -526954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -526956.125000 Penalty: 4246.739746
	Iteration 25Q: 3 clusters Score -526956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -526956.750000 Penalty: 4246.739746
	Iteration 26Q: 3 clusters Score -526956.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -526960.312500 Penalty: 4246.739746
	Iteration 27Q: 3 clusters Score -526960.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -526961.812500 Penalty: 4246.739746
	Iteration 28Q: 3 clusters Score -526961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -526964.187500 Penalty: 4246.739746
	Iteration 29Q: 3 clusters Score -526964.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -526966.062500 Penalty: 4246.739746
	Iteration 30Q: 3 clusters Score -526966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -526968.437500 Penalty: 4246.739746
	Iteration 31Q: 3 clusters Score -526968.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -526971.250000 Penalty: 4246.739746
	Iteration 32Q: 3 clusters Score -526971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -526973.375000 Penalty: 4246.739746
	Iteration 33Q: 3 clusters Score -526973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -526975.062500 Penalty: 4246.739746
	Iteration 34Q: 3 clusters Score -526975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -526978.250000 Penalty: 4246.739746
	Iteration 35Q: 3 clusters Score -526978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -526979.312500 Penalty: 4246.739746
	Iteration 36Q: 3 clusters Score -526979.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -526983.250000 Penalty: 4246.739746
	Iteration 37Q: 3 clusters Score -526983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -526987.000000 Penalty: 4246.739746
	Iteration 38Q: 3 clusters Score -526987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -526989.312500 Penalty: 4246.739746
	Iteration 39Q: 3 clusters Score -526989.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -526989.437500 Penalty: 4246.739746
	Iteration 40F: 3 clusters Score -526989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -526989.875000 Penalty: 4246.739746
	Iteration 41Q: 3 clusters Score -526989.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -526991.062500 Penalty: 4246.739746
	Iteration 42Q: 3 clusters Score -526991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -526991.062500 Penalty: 4246.739746
	Iteration 43F: 3 clusters Score -526991.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Entering Unmasked Estep 
Score: -1573030.500000 Penalty: 2369.954346
	Iteration 0F: 2 clusters Score -1573030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1562760.875000 Penalty: 4739.908691
	Iteration 0F: 3 clusters Score -1562761 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1565907.000000 Penalty: 4739.908691
	Iteration 1F: 3 clusters Score -1565907 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1566258.750000 Penalty: 4739.908691
	Iteration 2F: 3 clusters Score -1566259 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1566579.875000 Penalty: 4739.908691
	Iteration 3F: 3 clusters Score -1566580 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1566843.250000 Penalty: 4739.908691
	Iteration 4Q: 3 clusters Score -1566843 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1567107.750000 Penalty: 4739.908691
	Iteration 5Q: 3 clusters Score -1567108 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1567404.500000 Penalty: 4739.908691
	Iteration 6Q: 3 clusters Score -1567404 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1567741.000000 Penalty: 4739.908691
	Iteration 7Q: 3 clusters Score -1567741 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1568119.125000 Penalty: 4739.908691
	Iteration 8Q: 3 clusters Score -1568119 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1568579.750000 Penalty: 4739.908691
	Iteration 9Q: 3 clusters Score -1568580 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1569047.250000 Penalty: 4739.908691
	Iteration 10Q: 3 clusters Score -1569047 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1569437.125000 Penalty: 4739.908691
	Iteration 11Q: 3 clusters Score -1569437 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1569823.875000 Penalty: 4739.908691
	Iteration 12Q: 3 clusters Score -1569824 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1570132.375000 Penalty: 4739.908691
	Iteration 13Q: 3 clusters Score -1570132 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1570361.250000 Penalty: 4739.908691
	Iteration 14Q: 3 clusters Score -1570361 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1570583.625000 Penalty: 4739.908691
	Iteration 15Q: 3 clusters Score -1570584 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1570758.625000 Penalty: 4739.908691
	Iteration 16Q: 3 clusters Score -1570759 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1570895.500000 Penalty: 4739.908691
	Iteration 17Q: 3 clusters Score -1570896 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1570995.875000 Penalty: 4739.908691
	Iteration 18Q: 3 clusters Score -1570996 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1571086.250000 Penalty: 4739.908691
	Iteration 19Q: 3 clusters Score -1571086 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1571152.750000 Penalty: 4739.908691
	Iteration 20F: 3 clusters Score -1571153 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1571210.125000 Penalty: 4739.908691
	Iteration 21Q: 3 clusters Score -1571210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1571250.125000 Penalty: 4739.908691
	Iteration 22Q: 3 clusters Score -1571250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1571299.375000 Penalty: 4739.908691
	Iteration 23Q: 3 clusters Score -1571299 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1571358.000000 Penalty: 4739.908691
	Iteration 24Q: 3 clusters Score -1571358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1571413.500000 Penalty: 4739.908691
	Iteration 25Q: 3 clusters Score -1571414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1571470.000000 Penalty: 4739.908691
	Iteration 26Q: 3 clusters Score -1571470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1571508.750000 Penalty: 4739.908691
	Iteration 27Q: 3 clusters Score -1571509 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1571554.375000 Penalty: 4739.908691
	Iteration 28Q: 3 clusters Score -1571554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1571586.625000 Penalty: 4739.908691
	Iteration 29Q: 3 clusters Score -1571587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1571622.250000 Penalty: 4739.908691
	Iteration 30Q: 3 clusters Score -1571622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1571653.500000 Penalty: 4739.908691
	Iteration 31Q: 3 clusters Score -1571654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1571678.250000 Penalty: 4739.908691
	Iteration 32Q: 3 clusters Score -1571678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1571700.750000 Penalty: 4739.908691
	Iteration 33Q: 3 clusters Score -1571701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1571719.750000 Penalty: 4739.908691
	Iteration 34Q: 3 clusters Score -1571720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1571730.000000 Penalty: 4739.908691
	Iteration 35Q: 3 clusters Score -1571730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1571736.375000 Penalty: 4739.908691
	Iteration 36Q: 3 clusters Score -1571736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1571747.500000 Penalty: 4739.908691
	Iteration 37Q: 3 clusters Score -1571748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1571759.125000 Penalty: 4739.908691
	Iteration 38Q: 3 clusters Score -1571759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1571773.625000 Penalty: 4739.908691
	Iteration 39Q: 3 clusters Score -1571774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1571781.500000 Penalty: 4739.908691
	Iteration 40F: 3 clusters Score -1571782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1571791.500000 Penalty: 4739.908691
	Iteration 41Q: 3 clusters Score -1571792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1571798.125000 Penalty: 4739.908691
	Iteration 42Q: 3 clusters Score -1571798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1571806.125000 Penalty: 4739.908691
	Iteration 43Q: 3 clusters Score -1571806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1571816.125000 Penalty: 4739.908691
	Iteration 44Q: 3 clusters Score -1571816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1571825.875000 Penalty: 4739.908691
	Iteration 45Q: 3 clusters Score -1571826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1571831.500000 Penalty: 4739.908691
	Iteration 46Q: 3 clusters Score -1571832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1571837.125000 Penalty: 4739.908691
	Iteration 47Q: 3 clusters Score -1571837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1571846.375000 Penalty: 4739.908691
	Iteration 48Q: 3 clusters Score -1571846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1571847.250000 Penalty: 4739.908691
	Iteration 49Q: 3 clusters Score -1571847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1571855.125000 Penalty: 4739.908691
	Iteration 50Q: 3 clusters Score -1571855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1571853.375000 Penalty: 4739.908691
	Iteration 51Q: 3 clusters Score -1571853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1571852.750000 Penalty: 4739.908691
	Iteration 52Q: 3 clusters Score -1571853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1571850.500000 Penalty: 4739.908691
	Iteration 53Q: 3 clusters Score -1571850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1571852.875000 Penalty: 4739.908691
	Iteration 54Q: 3 clusters Score -1571853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1571854.625000 Penalty: 4739.908691
	Iteration 55Q: 3 clusters Score -1571855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1571860.625000 Penalty: 4739.908691
	Iteration 56Q: 3 clusters Score -1571861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1571860.500000 Penalty: 4739.908691
	Iteration 57Q: 3 clusters Score -1571860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1571861.750000 Penalty: 4739.908691
	Iteration 58Q: 3 clusters Score -1571862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1571860.750000 Penalty: 4739.908691
	Iteration 59Q: 3 clusters Score -1571861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1571860.375000 Penalty: 4739.908691
	Iteration 60F: 3 clusters Score -1571860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1571859.750000 Penalty: 4739.908691
	Iteration 61Q: 3 clusters Score -1571860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1571859.750000 Penalty: 4739.908691
	Iteration 62F: 3 clusters Score -1571860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Entering Unmasked Estep 
Score: -2575819.500000 Penalty: 2509.112305
	Iteration 0F: 2 clusters Score -2575820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2558629.250000 Penalty: 5018.224609
	Iteration 0F: 3 clusters Score -2558629 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2565190.000000 Penalty: 5018.224609
	Iteration 1F: 3 clusters Score -2565190 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2566186.000000 Penalty: 5018.224609
	Iteration 2F: 3 clusters Score -2566186 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2567228.000000 Penalty: 5018.224609
	Iteration 3F: 3 clusters Score -2567228 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2568107.000000 Penalty: 5018.224609
	Iteration 4F: 3 clusters Score -2568107 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2568827.500000 Penalty: 5018.224609
	Iteration 5F: 3 clusters Score -2568828 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2569464.000000 Penalty: 5018.224609
	Iteration 6Q: 3 clusters Score -2569464 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2570008.250000 Penalty: 5018.224609
	Iteration 7Q: 3 clusters Score -2570008 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2570437.000000 Penalty: 5018.224609
	Iteration 8Q: 3 clusters Score -2570437 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2570801.000000 Penalty: 5018.224609
	Iteration 9Q: 3 clusters Score -2570801 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2571119.250000 Penalty: 5018.224609
	Iteration 10Q: 3 clusters Score -2571119 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2571383.500000 Penalty: 5018.224609
	Iteration 11Q: 3 clusters Score -2571384 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2571666.250000 Penalty: 5018.224609
	Iteration 12Q: 3 clusters Score -2571666 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2571870.500000 Penalty: 5018.224609
	Iteration 13Q: 3 clusters Score -2571870 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2572043.250000 Penalty: 5018.224609
	Iteration 14Q: 3 clusters Score -2572043 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2572165.250000 Penalty: 5018.224609
	Iteration 15Q: 3 clusters Score -2572165 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2572296.750000 Penalty: 5018.224609
	Iteration 16Q: 3 clusters Score -2572297 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2572420.500000 Penalty: 5018.224609
	Iteration 17Q: 3 clusters Score -2572420 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2572508.500000 Penalty: 5018.224609
	Iteration 18Q: 3 clusters Score -2572508 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2572620.250000 Penalty: 5018.224609
	Iteration 19Q: 3 clusters Score -2572620 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2572707.000000 Penalty: 5018.224609
	Iteration 20F: 3 clusters Score -2572707 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2572786.500000 Penalty: 5018.224609
	Iteration 21Q: 3 clusters Score -2572786 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2572859.000000 Penalty: 5018.224609
	Iteration 22Q: 3 clusters Score -2572859 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2572941.500000 Penalty: 5018.224609
	Iteration 23Q: 3 clusters Score -2572942 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2572999.500000 Penalty: 5018.224609
	Iteration 24Q: 3 clusters Score -2573000 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2573063.250000 Penalty: 5018.224609
	Iteration 25Q: 3 clusters Score -2573063 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2573118.250000 Penalty: 5018.224609
	Iteration 26Q: 3 clusters Score -2573118 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2573183.750000 Penalty: 5018.224609
	Iteration 27Q: 3 clusters Score -2573184 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2573241.250000 Penalty: 5018.224609
	Iteration 28Q: 3 clusters Score -2573241 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2573303.750000 Penalty: 5018.224609
	Iteration 29Q: 3 clusters Score -2573304 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2573349.500000 Penalty: 5018.224609
	Iteration 30Q: 3 clusters Score -2573350 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2573400.250000 Penalty: 5018.224609
	Iteration 31Q: 3 clusters Score -2573400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2573449.250000 Penalty: 5018.224609
	Iteration 32Q: 3 clusters Score -2573449 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2573488.000000 Penalty: 5018.224609
	Iteration 33Q: 3 clusters Score -2573488 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2573539.250000 Penalty: 5018.224609
	Iteration 34Q: 3 clusters Score -2573539 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2573573.250000 Penalty: 5018.224609
	Iteration 35Q: 3 clusters Score -2573573 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2573597.250000 Penalty: 5018.224609
	Iteration 36Q: 3 clusters Score -2573597 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2573619.250000 Penalty: 5018.224609
	Iteration 37Q: 3 clusters Score -2573619 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2573640.750000 Penalty: 5018.224609
	Iteration 38Q: 3 clusters Score -2573641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2573662.500000 Penalty: 5018.224609
	Iteration 39Q: 3 clusters Score -2573662 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2573699.750000 Penalty: 5018.224609
	Iteration 40F: 3 clusters Score -2573700 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2573727.500000 Penalty: 5018.224609
	Iteration 41Q: 3 clusters Score -2573728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2573763.500000 Penalty: 5018.224609
	Iteration 42Q: 3 clusters Score -2573764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2573788.250000 Penalty: 5018.224609
	Iteration 43Q: 3 clusters Score -2573788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2573813.250000 Penalty: 5018.224609
	Iteration 44Q: 3 clusters Score -2573813 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2573843.750000 Penalty: 5018.224609
	Iteration 45Q: 3 clusters Score -2573844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2573864.500000 Penalty: 5018.224609
	Iteration 46Q: 3 clusters Score -2573864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2573892.250000 Penalty: 5018.224609
	Iteration 47Q: 3 clusters Score -2573892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2573914.250000 Penalty: 5018.224609
	Iteration 48Q: 3 clusters Score -2573914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2573925.250000 Penalty: 5018.224609
	Iteration 49Q: 3 clusters Score -2573925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2573942.500000 Penalty: 5018.224609
	Iteration 50Q: 3 clusters Score -2573942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2573966.500000 Penalty: 5018.224609
	Iteration 51Q: 3 clusters Score -2573966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2573976.500000 Penalty: 5018.224609
	Iteration 52Q: 3 clusters Score -2573976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2573996.500000 Penalty: 5018.224609
	Iteration 53Q: 3 clusters Score -2573996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2574008.750000 Penalty: 5018.224609
	Iteration 54Q: 3 clusters Score -2574009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2574014.000000 Penalty: 5018.224609
	Iteration 55Q: 3 clusters Score -2574014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2574031.500000 Penalty: 5018.224609
	Iteration 56Q: 3 clusters Score -2574032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2574048.250000 Penalty: 5018.224609
	Iteration 57Q: 3 clusters Score -2574048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2574077.750000 Penalty: 5018.224609
	Iteration 58Q: 3 clusters Score -2574078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2574087.750000 Penalty: 5018.224609
	Iteration 59Q: 3 clusters Score -2574088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2574105.000000 Penalty: 5018.224609
	Iteration 60F: 3 clusters Score -2574105 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2574128.000000 Penalty: 5018.224609
	Iteration 61Q: 3 clusters Score -2574128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2574154.500000 Penalty: 5018.224609
	Iteration 62Q: 3 clusters Score -2574154 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2574180.000000 Penalty: 5018.224609
	Iteration 63Q: 3 clusters Score -2574180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2574205.000000 Penalty: 5018.224609
	Iteration 64Q: 3 clusters Score -2574205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2574214.750000 Penalty: 5018.224609
	Iteration 65Q: 3 clusters Score -2574215 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2574247.000000 Penalty: 5018.224609
	Iteration 66Q: 3 clusters Score -2574247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2574276.250000 Penalty: 5018.224609
	Iteration 67Q: 3 clusters Score -2574276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2574295.750000 Penalty: 5018.224609
	Iteration 68Q: 3 clusters Score -2574296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2574306.750000 Penalty: 5018.224609
	Iteration 69Q: 3 clusters Score -2574307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2574321.000000 Penalty: 5018.224609
	Iteration 70Q: 3 clusters Score -2574321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2574335.000000 Penalty: 5018.224609
	Iteration 71Q: 3 clusters Score -2574335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2574347.500000 Penalty: 5018.224609
	Iteration 72Q: 3 clusters Score -2574348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2574350.500000 Penalty: 5018.224609
	Iteration 73Q: 3 clusters Score -2574350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2574368.500000 Penalty: 5018.224609
	Iteration 74Q: 3 clusters Score -2574368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2574373.500000 Penalty: 5018.224609
	Iteration 75Q: 3 clusters Score -2574374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2574377.250000 Penalty: 5018.224609
	Iteration 76Q: 3 clusters Score -2574377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2574381.500000 Penalty: 5018.224609
	Iteration 77Q: 3 clusters Score -2574382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2574390.000000 Penalty: 5018.224609
	Iteration 78Q: 3 clusters Score -2574390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2574388.750000 Penalty: 5018.224609
	Iteration 79Q: 3 clusters Score -2574389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2574393.750000 Penalty: 5018.224609
	Iteration 80F: 3 clusters Score -2574394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2574400.000000 Penalty: 5018.224609
	Iteration 81Q: 3 clusters Score -2574400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2574404.000000 Penalty: 5018.224609
	Iteration 82Q: 3 clusters Score -2574404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2574405.750000 Penalty: 5018.224609
	Iteration 83Q: 3 clusters Score -2574406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2574408.500000 Penalty: 5018.224609
	Iteration 84Q: 3 clusters Score -2574408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2574416.000000 Penalty: 5018.224609
	Iteration 85Q: 3 clusters Score -2574416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2574420.000000 Penalty: 5018.224609
	Iteration 86Q: 3 clusters Score -2574420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2574428.500000 Penalty: 5018.224609
	Iteration 87Q: 3 clusters Score -2574428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2574429.500000 Penalty: 5018.224609
	Iteration 88Q: 3 clusters Score -2574430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2574429.250000 Penalty: 5018.224609
	Iteration 89Q: 3 clusters Score -2574429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2574424.500000 Penalty: 5018.224609
	Iteration 90Q: 3 clusters Score -2574424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -2574428.000000 Penalty: 5018.224609
	Iteration 91Q: 3 clusters Score -2574428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2574432.250000 Penalty: 5018.224609
	Iteration 92Q: 3 clusters Score -2574432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2574432.500000 Penalty: 5018.224609
	Iteration 93Q: 3 clusters Score -2574432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -2574439.000000 Penalty: 5018.224609
	Iteration 94Q: 3 clusters Score -2574439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2574435.750000 Penalty: 5018.224609
	Iteration 95Q: 3 clusters Score -2574436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2574430.000000 Penalty: 5018.224609
	Iteration 96Q: 3 clusters Score -2574430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2574434.750000 Penalty: 5018.224609
	Iteration 97Q: 3 clusters Score -2574435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2574435.750000 Penalty: 5018.224609
	Iteration 98Q: 3 clusters Score -2574436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2574435.000000 Penalty: 5018.224609
	Iteration 99Q: 3 clusters Score -2574435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -2574438.000000 Penalty: 5018.224609
	Iteration 100F: 3 clusters Score -2574438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2574436.500000 Penalty: 5018.224609
	Iteration 101Q: 3 clusters Score -2574436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2574435.000000 Penalty: 5018.224609
	Iteration 102Q: 3 clusters Score -2574435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2574437.750000 Penalty: 5018.224609
	Iteration 103Q: 3 clusters Score -2574438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2574437.500000 Penalty: 5018.224609
	Iteration 104Q: 3 clusters Score -2574438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2574439.250000 Penalty: 5018.224609
	Iteration 105Q: 3 clusters Score -2574439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2574439.250000 Penalty: 5018.224609
	Iteration 106F: 3 clusters Score -2574439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -567367.687500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -567367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -562658.312500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -562658.3 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -563842.875000 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -563842.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -564188.750000 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -564188.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -564417.000000 Penalty: 4259.475098
	Iteration 3F: 3 clusters Score -564417 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -564551.250000 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -564551.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -564640.000000 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -564640 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -564724.312500 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -564724.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -564781.500000 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -564781.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -564825.500000 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -564825.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -564864.875000 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -564864.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -564902.187500 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -564902.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -564935.812500 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -564935.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -564963.625000 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -564963.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -564995.687500 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -564995.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -565019.062500 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -565019.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -565040.312500 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -565040.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -565064.125000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -565064.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -565092.062500 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -565092.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -565114.250000 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -565114.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -565135.375000 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -565135.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -565162.000000 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -565162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -565188.312500 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -565188.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -565208.937500 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -565208.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -565228.062500 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -565228.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -565241.812500 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -565241.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -565252.937500 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -565252.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -565267.500000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -565267.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -565280.625000 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -565280.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -565293.562500 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -565293.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -565306.062500 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -565306.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -565316.562500 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -565316.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -565324.312500 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -565324.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -565330.250000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -565330.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -565338.187500 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -565338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -565342.000000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -565342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -565344.625000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -565344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -565346.187500 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -565346.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -565349.562500 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -565349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -565351.500000 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -565351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -565351.500000 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -565351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -565355.562500 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -565355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -565357.750000 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -565357.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -565360.812500 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -565360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -565362.312500 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -565362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -565364.375000 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -565364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -565363.812500 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -565363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -565363.437500 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -565363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -565364.875000 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -565364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -565364.812500 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -565364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -565365.687500 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -565365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -565366.187500 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -565366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -565368.062500 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -565368.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -565370.500000 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -565370.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -565372.062500 Penalty: 4259.475098
	Iteration 53Q: 3 clusters Score -565372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -565374.312500 Penalty: 4259.475098
	Iteration 54Q: 3 clusters Score -565374.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -565377.125000 Penalty: 4259.475098
	Iteration 55Q: 3 clusters Score -565377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -565380.437500 Penalty: 4259.475098
	Iteration 56Q: 3 clusters Score -565380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -565382.812500 Penalty: 4259.475098
	Iteration 57Q: 3 clusters Score -565382.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -565385.937500 Penalty: 4259.475098
	Iteration 58Q: 3 clusters Score -565385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -565389.687500 Penalty: 4259.475098
	Iteration 59Q: 3 clusters Score -565389.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -565389.437500 Penalty: 4259.475098
	Iteration 60F: 3 clusters Score -565389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -565391.687500 Penalty: 4259.475098
	Iteration 61Q: 3 clusters Score -565391.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -565393.562500 Penalty: 4259.475098
	Iteration 62Q: 3 clusters Score -565393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -565396.312500 Penalty: 4259.475098
	Iteration 63Q: 3 clusters Score -565396.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -565396.812500 Penalty: 4259.475098
	Iteration 64Q: 3 clusters Score -565396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -565397.812500 Penalty: 4259.475098
	Iteration 65Q: 3 clusters Score -565397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -565398.062500 Penalty: 4259.475098
	Iteration 66Q: 3 clusters Score -565398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -565398.000000 Penalty: 4259.475098
	Iteration 67Q: 3 clusters Score -565398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -565401.250000 Penalty: 4259.475098
	Iteration 68Q: 3 clusters Score -565401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -565403.062500 Penalty: 4259.475098
	Iteration 69Q: 3 clusters Score -565403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -565404.687500 Penalty: 4259.475098
	Iteration 70Q: 3 clusters Score -565404.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -565408.250000 Penalty: 4259.475098
	Iteration 71Q: 3 clusters Score -565408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -565409.812500 Penalty: 4259.475098
	Iteration 72Q: 3 clusters Score -565409.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -565412.875000 Penalty: 4259.475098
	Iteration 73Q: 3 clusters Score -565412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -565413.687500 Penalty: 4259.475098
	Iteration 74Q: 3 clusters Score -565413.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -565415.312500 Penalty: 4259.475098
	Iteration 75Q: 3 clusters Score -565415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -565417.562500 Penalty: 4259.475098
	Iteration 76Q: 3 clusters Score -565417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -565420.687500 Penalty: 4259.475098
	Iteration 77Q: 3 clusters Score -565420.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -565423.500000 Penalty: 4259.475098
	Iteration 78Q: 3 clusters Score -565423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -565426.875000 Penalty: 4259.475098
	Iteration 79Q: 3 clusters Score -565426.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -565428.875000 Penalty: 4259.475098
	Iteration 80F: 3 clusters Score -565428.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -565432.312500 Penalty: 4259.475098
	Iteration 81Q: 3 clusters Score -565432.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -565434.187500 Penalty: 4259.475098
	Iteration 82Q: 3 clusters Score -565434.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -565437.562500 Penalty: 4259.475098
	Iteration 83Q: 3 clusters Score -565437.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -565441.187500 Penalty: 4259.475098
	Iteration 84Q: 3 clusters Score -565441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -565441.750000 Penalty: 4259.475098
	Iteration 85Q: 3 clusters Score -565441.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -565445.000000 Penalty: 4259.475098
	Iteration 86Q: 3 clusters Score -565445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -565447.812500 Penalty: 4259.475098
	Iteration 87Q: 3 clusters Score -565447.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -565451.687500 Penalty: 4259.475098
	Iteration 88Q: 3 clusters Score -565451.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -565457.562500 Penalty: 4259.475098
	Iteration 89Q: 3 clusters Score -565457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -565461.687500 Penalty: 4259.475098
	Iteration 90Q: 3 clusters Score -565461.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -565465.750000 Penalty: 4259.475098
	Iteration 91Q: 3 clusters Score -565465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -565471.375000 Penalty: 4259.475098
	Iteration 92Q: 3 clusters Score -565471.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -565475.187500 Penalty: 4259.475098
	Iteration 93Q: 3 clusters Score -565475.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -565480.312500 Penalty: 4259.475098
	Iteration 94Q: 3 clusters Score -565480.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -565484.375000 Penalty: 4259.475098
	Iteration 95Q: 3 clusters Score -565484.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -565487.000000 Penalty: 4259.475098
	Iteration 96Q: 3 clusters Score -565487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -565488.562500 Penalty: 4259.475098
	Iteration 97Q: 3 clusters Score -565488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -565489.312500 Penalty: 4259.475098
	Iteration 98Q: 3 clusters Score -565489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -565489.562500 Penalty: 4259.475098
	Iteration 99Q: 3 clusters Score -565489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -565490.500000 Penalty: 4259.475098
	Iteration 100F: 3 clusters Score -565490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -565492.750000 Penalty: 4259.475098
	Iteration 101Q: 3 clusters Score -565492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -565494.812500 Penalty: 4259.475098
	Iteration 102Q: 3 clusters Score -565494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -565495.375000 Penalty: 4259.475098
	Iteration 103Q: 3 clusters Score -565495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -565496.062500 Penalty: 4259.475098
	Iteration 104Q: 3 clusters Score -565496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -565496.187500 Penalty: 4259.475098
	Iteration 105Q: 3 clusters Score -565496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -565496.750000 Penalty: 4259.475098
	Iteration 106Q: 3 clusters Score -565496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -565496.187500 Penalty: 4259.475098
	Iteration 107Q: 3 clusters Score -565496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -565497.937500 Penalty: 4259.475098
	Iteration 108Q: 3 clusters Score -565497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -565499.625000 Penalty: 4259.475098
	Iteration 109Q: 3 clusters Score -565499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -565499.812500 Penalty: 4259.475098
	Iteration 110Q: 3 clusters Score -565499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -565500.562500 Penalty: 4259.475098
	Iteration 111Q: 3 clusters Score -565500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -565502.125000 Penalty: 4259.475098
	Iteration 112Q: 3 clusters Score -565502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -565504.250000 Penalty: 4259.475098
	Iteration 113Q: 3 clusters Score -565504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -565505.625000 Penalty: 4259.475098
	Iteration 114Q: 3 clusters Score -565505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -565506.750000 Penalty: 4259.475098
	Iteration 115Q: 3 clusters Score -565506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -565506.187500 Penalty: 4259.475098
	Iteration 116Q: 3 clusters Score -565506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -565506.187500 Penalty: 4259.475098
	Iteration 117Q: 3 clusters Score -565506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -565507.375000 Penalty: 4259.475098
	Iteration 118Q: 3 clusters Score -565507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -565507.375000 Penalty: 4259.475098
	Iteration 119Q: 3 clusters Score -565507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -565508.437500 Penalty: 4259.475098
	Iteration 120F: 3 clusters Score -565508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -565510.000000 Penalty: 4259.475098
	Iteration 121Q: 3 clusters Score -565510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -565510.000000 Penalty: 4259.475098
	Iteration 122F: 3 clusters Score -565510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -722996.812500 Penalty: 2186.027588
	Iteration 0F: 2 clusters Score -722996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -717365.437500 Penalty: 4372.055176
	Iteration 0F: 3 clusters Score -717365.4 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -718886.937500 Penalty: 4372.055176
	Iteration 1F: 3 clusters Score -718886.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -719158.375000 Penalty: 4372.055176
	Iteration 2F: 3 clusters Score -719158.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -719300.125000 Penalty: 4372.055176
	Iteration 3Q: 3 clusters Score -719300.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -719398.250000 Penalty: 4372.055176
	Iteration 4Q: 3 clusters Score -719398.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -719481.937500 Penalty: 4372.055176
	Iteration 5Q: 3 clusters Score -719481.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -719558.000000 Penalty: 4372.055176
	Iteration 6Q: 3 clusters Score -719558 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -719639.437500 Penalty: 4372.055176
	Iteration 7Q: 3 clusters Score -719639.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -719713.750000 Penalty: 4372.055176
	Iteration 8Q: 3 clusters Score -719713.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -719794.500000 Penalty: 4372.055176
	Iteration 9Q: 3 clusters Score -719794.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -719877.062500 Penalty: 4372.055176
	Iteration 10Q: 3 clusters Score -719877.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -719969.937500 Penalty: 4372.055176
	Iteration 11Q: 3 clusters Score -719969.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -720080.125000 Penalty: 4372.055176
	Iteration 12Q: 3 clusters Score -720080.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -720196.562500 Penalty: 4372.055176
	Iteration 13Q: 3 clusters Score -720196.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -720344.437500 Penalty: 4372.055176
	Iteration 14Q: 3 clusters Score -720344.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -720526.500000 Penalty: 4372.055176
	Iteration 15Q: 3 clusters Score -720526.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -720762.437500 Penalty: 4372.055176
	Iteration 16Q: 3 clusters Score -720762.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -721026.187500 Penalty: 4372.055176
	Iteration 17Q: 3 clusters Score -721026.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -721315.250000 Penalty: 4372.055176
	Iteration 18Q: 3 clusters Score -721315.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -721611.562500 Penalty: 4372.055176
	Iteration 19Q: 3 clusters Score -721611.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -721838.562500 Penalty: 4372.055176
	Iteration 20F: 3 clusters Score -721838.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -721994.875000 Penalty: 4372.055176
	Iteration 21Q: 3 clusters Score -721994.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -722122.687500 Penalty: 4372.055176
	Iteration 22Q: 3 clusters Score -722122.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -722203.062500 Penalty: 4372.055176
	Iteration 23Q: 3 clusters Score -722203.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -722257.125000 Penalty: 4372.055176
	Iteration 24Q: 3 clusters Score -722257.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -722298.562500 Penalty: 4372.055176
	Iteration 25Q: 3 clusters Score -722298.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -722316.500000 Penalty: 4372.055176
	Iteration 26Q: 3 clusters Score -722316.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -722336.625000 Penalty: 4372.055176
	Iteration 27Q: 3 clusters Score -722336.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -722354.687500 Penalty: 4372.055176
	Iteration 28Q: 3 clusters Score -722354.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -722368.750000 Penalty: 4372.055176
	Iteration 29Q: 3 clusters Score -722368.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -722377.937500 Penalty: 4372.055176
	Iteration 30Q: 3 clusters Score -722377.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -722385.562500 Penalty: 4372.055176
	Iteration 31Q: 3 clusters Score -722385.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -722393.687500 Penalty: 4372.055176
	Iteration 32Q: 3 clusters Score -722393.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -722402.812500 Penalty: 4372.055176
	Iteration 33Q: 3 clusters Score -722402.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -722410.750000 Penalty: 4372.055176
	Iteration 34Q: 3 clusters Score -722410.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -722418.250000 Penalty: 4372.055176
	Iteration 35Q: 3 clusters Score -722418.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -722422.625000 Penalty: 4372.055176
	Iteration 36Q: 3 clusters Score -722422.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -722430.812500 Penalty: 4372.055176
	Iteration 37Q: 3 clusters Score -722430.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -722436.812500 Penalty: 4372.055176
	Iteration 38Q: 3 clusters Score -722436.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -722444.687500 Penalty: 4372.055176
	Iteration 39Q: 3 clusters Score -722444.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -722456.312500 Penalty: 4372.055176
	Iteration 40F: 3 clusters Score -722456.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -722467.187500 Penalty: 4372.055176
	Iteration 41Q: 3 clusters Score -722467.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -722476.312500 Penalty: 4372.055176
	Iteration 42Q: 3 clusters Score -722476.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -722489.312500 Penalty: 4372.055176
	Iteration 43Q: 3 clusters Score -722489.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -722497.687500 Penalty: 4372.055176
	Iteration 44Q: 3 clusters Score -722497.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -722505.812500 Penalty: 4372.055176
	Iteration 45Q: 3 clusters Score -722505.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -722515.375000 Penalty: 4372.055176
	Iteration 46Q: 3 clusters Score -722515.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -722525.187500 Penalty: 4372.055176
	Iteration 47Q: 3 clusters Score -722525.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -722536.937500 Penalty: 4372.055176
	Iteration 48Q: 3 clusters Score -722536.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -722543.062500 Penalty: 4372.055176
	Iteration 49Q: 3 clusters Score -722543.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -722556.062500 Penalty: 4372.055176
	Iteration 50Q: 3 clusters Score -722556.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -722575.125000 Penalty: 4372.055176
	Iteration 51Q: 3 clusters Score -722575.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -722596.375000 Penalty: 4372.055176
	Iteration 52Q: 3 clusters Score -722596.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -722620.875000 Penalty: 4372.055176
	Iteration 53Q: 3 clusters Score -722620.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -722641.750000 Penalty: 4372.055176
	Iteration 54Q: 3 clusters Score -722641.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -722659.750000 Penalty: 4372.055176
	Iteration 55Q: 3 clusters Score -722659.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -722673.437500 Penalty: 4372.055176
	Iteration 56Q: 3 clusters Score -722673.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -722686.312500 Penalty: 4372.055176
	Iteration 57Q: 3 clusters Score -722686.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -722700.562500 Penalty: 4372.055176
	Iteration 58Q: 3 clusters Score -722700.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -722710.500000 Penalty: 4372.055176
	Iteration 59Q: 3 clusters Score -722710.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -722723.687500 Penalty: 4372.055176
	Iteration 60F: 3 clusters Score -722723.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -722733.687500 Penalty: 4372.055176
	Iteration 61Q: 3 clusters Score -722733.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -722749.937500 Penalty: 4372.055176
	Iteration 62Q: 3 clusters Score -722749.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -722766.375000 Penalty: 4372.055176
	Iteration 63Q: 3 clusters Score -722766.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -722782.250000 Penalty: 4372.055176
	Iteration 64Q: 3 clusters Score -722782.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -722804.312500 Penalty: 4372.055176
	Iteration 65Q: 3 clusters Score -722804.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -722829.000000 Penalty: 4372.055176
	Iteration 66Q: 3 clusters Score -722829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -722854.937500 Penalty: 4372.055176
	Iteration 67Q: 3 clusters Score -722854.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -722875.000000 Penalty: 4372.055176
	Iteration 68Q: 3 clusters Score -722875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -722884.250000 Penalty: 4372.055176
	Iteration 69Q: 3 clusters Score -722884.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -722891.812500 Penalty: 4372.055176
	Iteration 70Q: 3 clusters Score -722891.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -722899.562500 Penalty: 4372.055176
	Iteration 71Q: 3 clusters Score -722899.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -722903.000000 Penalty: 4372.055176
	Iteration 72Q: 3 clusters Score -722903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -722908.437500 Penalty: 4372.055176
	Iteration 73Q: 3 clusters Score -722908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -722910.437500 Penalty: 4372.055176
	Iteration 74Q: 3 clusters Score -722910.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -722912.375000 Penalty: 4372.055176
	Iteration 75Q: 3 clusters Score -722912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -722912.687500 Penalty: 4372.055176
	Iteration 76Q: 3 clusters Score -722912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -722913.937500 Penalty: 4372.055176
	Iteration 77Q: 3 clusters Score -722913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -722915.125000 Penalty: 4372.055176
	Iteration 78Q: 3 clusters Score -722915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -722916.437500 Penalty: 4372.055176
	Iteration 79Q: 3 clusters Score -722916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -722918.000000 Penalty: 4372.055176
	Iteration 80F: 3 clusters Score -722918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -722917.875000 Penalty: 4372.055176
	Iteration 81Q: 3 clusters Score -722917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -722917.500000 Penalty: 4372.055176
	Iteration 82Q: 3 clusters Score -722917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -722918.687500 Penalty: 4372.055176
	Iteration 83Q: 3 clusters Score -722918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -722918.687500 Penalty: 4372.055176
	Iteration 84F: 3 clusters Score -722918.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32517.833984 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32517.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31154.494141 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -31154.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31273.130859 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31273.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31316.109375 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31316.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31325.802734 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31325.802734 Penalty: 2877.850586
	Iteration 4F: 3 clusters Score -31325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -783076.562500 Penalty: 2190.771240
	Iteration 0F: 2 clusters Score -783076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -777373.500000 Penalty: 4381.542480
	Iteration 0F: 3 clusters Score -777373.5 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -778828.000000 Penalty: 4381.542480
	Iteration 1F: 3 clusters Score -778828 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -779050.562500 Penalty: 4381.542480
	Iteration 2F: 3 clusters Score -779050.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -779196.750000 Penalty: 4381.542480
	Iteration 3F: 3 clusters Score -779196.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -779293.000000 Penalty: 4381.542480
	Iteration 4Q: 3 clusters Score -779293 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -779374.562500 Penalty: 4381.542480
	Iteration 5Q: 3 clusters Score -779374.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -779466.312500 Penalty: 4381.542480
	Iteration 6Q: 3 clusters Score -779466.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -779567.750000 Penalty: 4381.542480
	Iteration 7Q: 3 clusters Score -779567.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -779663.187500 Penalty: 4381.542480
	Iteration 8Q: 3 clusters Score -779663.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -779775.500000 Penalty: 4381.542480
	Iteration 9Q: 3 clusters Score -779775.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -779929.625000 Penalty: 4381.542480
	Iteration 10Q: 3 clusters Score -779929.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -780106.500000 Penalty: 4381.542480
	Iteration 11Q: 3 clusters Score -780106.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -780277.062500 Penalty: 4381.542480
	Iteration 12Q: 3 clusters Score -780277.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -780442.375000 Penalty: 4381.542480
	Iteration 13Q: 3 clusters Score -780442.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -780580.875000 Penalty: 4381.542480
	Iteration 14Q: 3 clusters Score -780580.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -780693.750000 Penalty: 4381.542480
	Iteration 15Q: 3 clusters Score -780693.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -780784.187500 Penalty: 4381.542480
	Iteration 16Q: 3 clusters Score -780784.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -780865.375000 Penalty: 4381.542480
	Iteration 17Q: 3 clusters Score -780865.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -780945.500000 Penalty: 4381.542480
	Iteration 18Q: 3 clusters Score -780945.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -781011.187500 Penalty: 4381.542480
	Iteration 19Q: 3 clusters Score -781011.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -781066.750000 Penalty: 4381.542480
	Iteration 20F: 3 clusters Score -781066.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -781107.562500 Penalty: 4381.542480
	Iteration 21Q: 3 clusters Score -781107.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -781121.062500 Penalty: 4381.542480
	Iteration 22Q: 3 clusters Score -781121.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -781132.312500 Penalty: 4381.542480
	Iteration 23Q: 3 clusters Score -781132.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -781144.062500 Penalty: 4381.542480
	Iteration 24Q: 3 clusters Score -781144.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -781152.000000 Penalty: 4381.542480
	Iteration 25Q: 3 clusters Score -781152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -781158.437500 Penalty: 4381.542480
	Iteration 26Q: 3 clusters Score -781158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -781161.187500 Penalty: 4381.542480
	Iteration 27Q: 3 clusters Score -781161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -781170.125000 Penalty: 4381.542480
	Iteration 28Q: 3 clusters Score -781170.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -781176.000000 Penalty: 4381.542480
	Iteration 29Q: 3 clusters Score -781176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -781180.500000 Penalty: 4381.542480
	Iteration 30Q: 3 clusters Score -781180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -781181.250000 Penalty: 4381.542480
	Iteration 31Q: 3 clusters Score -781181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -781181.500000 Penalty: 4381.542480
	Iteration 32Q: 3 clusters Score -781181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -781181.500000 Penalty: 4381.542480
	Iteration 33F: 3 clusters Score -781181.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Entering Unmasked Estep 
Score: -450572.281250 Penalty: 2099.020508
	Iteration 0F: 2 clusters Score -450572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -446205.156250 Penalty: 4198.041016
	Iteration 0F: 3 clusters Score -446205.2 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -447417.468750 Penalty: 4198.041016
	Iteration 1F: 3 clusters Score -447417.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -447850.031250 Penalty: 4198.041016
	Iteration 2F: 3 clusters Score -447850 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -448179.062500 Penalty: 4198.041016
	Iteration 3F: 3 clusters Score -448179.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -448422.218750 Penalty: 4198.041016
	Iteration 4F: 3 clusters Score -448422.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -448638.281250 Penalty: 4198.041016
	Iteration 5Q: 3 clusters Score -448638.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -448832.750000 Penalty: 4198.041016
	Iteration 6Q: 3 clusters Score -448832.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -448984.906250 Penalty: 4198.041016
	Iteration 7Q: 3 clusters Score -448984.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -449107.437500 Penalty: 4198.041016
	Iteration 8Q: 3 clusters Score -449107.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -449235.468750 Penalty: 4198.041016
	Iteration 9Q: 3 clusters Score -449235.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -449356.968750 Penalty: 4198.041016
	Iteration 10Q: 3 clusters Score -449357 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -449489.593750 Penalty: 4198.041016
	Iteration 11Q: 3 clusters Score -449489.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -449597.343750 Penalty: 4198.041016
	Iteration 12Q: 3 clusters Score -449597.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -449677.718750 Penalty: 4198.041016
	Iteration 13Q: 3 clusters Score -449677.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -449729.062500 Penalty: 4198.041016
	Iteration 14Q: 3 clusters Score -449729.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -449768.781250 Penalty: 4198.041016
	Iteration 15Q: 3 clusters Score -449768.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -449802.718750 Penalty: 4198.041016
	Iteration 16Q: 3 clusters Score -449802.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -449827.562500 Penalty: 4198.041016
	Iteration 17Q: 3 clusters Score -449827.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -449847.281250 Penalty: 4198.041016
	Iteration 18Q: 3 clusters Score -449847.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -449861.062500 Penalty: 4198.041016
	Iteration 19Q: 3 clusters Score -449861.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -449871.500000 Penalty: 4198.041016
	Iteration 20F: 3 clusters Score -449871.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -449885.343750 Penalty: 4198.041016
	Iteration 21Q: 3 clusters Score -449885.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -449900.531250 Penalty: 4198.041016
	Iteration 22Q: 3 clusters Score -449900.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -449913.843750 Penalty: 4198.041016
	Iteration 23Q: 3 clusters Score -449913.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -449942.593750 Penalty: 4198.041016
	Iteration 24Q: 3 clusters Score -449942.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -449980.531250 Penalty: 4198.041016
	Iteration 25Q: 3 clusters Score -449980.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -450001.750000 Penalty: 4198.041016
	Iteration 26Q: 3 clusters Score -450001.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -450019.000000 Penalty: 4198.041016
	Iteration 27Q: 3 clusters Score -450019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -450043.500000 Penalty: 4198.041016
	Iteration 28Q: 3 clusters Score -450043.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -450067.531250 Penalty: 4198.041016
	Iteration 29Q: 3 clusters Score -450067.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -450084.562500 Penalty: 4198.041016
	Iteration 30Q: 3 clusters Score -450084.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -450102.187500 Penalty: 4198.041016
	Iteration 31Q: 3 clusters Score -450102.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -450121.937500 Penalty: 4198.041016
	Iteration 32Q: 3 clusters Score -450121.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -450137.218750 Penalty: 4198.041016
	Iteration 33Q: 3 clusters Score -450137.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -450156.593750 Penalty: 4198.041016
	Iteration 34Q: 3 clusters Score -450156.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -450178.437500 Penalty: 4198.041016
	Iteration 35Q: 3 clusters Score -450178.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -450199.812500 Penalty: 4198.041016
	Iteration 36Q: 3 clusters Score -450199.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -450220.625000 Penalty: 4198.041016
	Iteration 37Q: 3 clusters Score -450220.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -450246.656250 Penalty: 4198.041016
	Iteration 38Q: 3 clusters Score -450246.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -450276.031250 Penalty: 4198.041016
	Iteration 39Q: 3 clusters Score -450276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -450295.281250 Penalty: 4198.041016
	Iteration 40F: 3 clusters Score -450295.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -450319.437500 Penalty: 4198.041016
	Iteration 41Q: 3 clusters Score -450319.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -450343.281250 Penalty: 4198.041016
	Iteration 42Q: 3 clusters Score -450343.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -450360.375000 Penalty: 4198.041016
	Iteration 43Q: 3 clusters Score -450360.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -450370.156250 Penalty: 4198.041016
	Iteration 44Q: 3 clusters Score -450370.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -450379.125000 Penalty: 4198.041016
	Iteration 45Q: 3 clusters Score -450379.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -450397.187500 Penalty: 4198.041016
	Iteration 46Q: 3 clusters Score -450397.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -450411.000000 Penalty: 4198.041016
	Iteration 47Q: 3 clusters Score -450411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -450422.250000 Penalty: 4198.041016
	Iteration 48Q: 3 clusters Score -450422.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -450435.406250 Penalty: 4198.041016
	Iteration 49Q: 3 clusters Score -450435.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -450445.406250 Penalty: 4198.041016
	Iteration 50Q: 3 clusters Score -450445.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -450453.468750 Penalty: 4198.041016
	Iteration 51Q: 3 clusters Score -450453.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -450461.031250 Penalty: 4198.041016
	Iteration 52Q: 3 clusters Score -450461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -450467.468750 Penalty: 4198.041016
	Iteration 53Q: 3 clusters Score -450467.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -450472.187500 Penalty: 4198.041016
	Iteration 54Q: 3 clusters Score -450472.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -450475.093750 Penalty: 4198.041016
	Iteration 55Q: 3 clusters Score -450475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -450476.875000 Penalty: 4198.041016
	Iteration 56Q: 3 clusters Score -450476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -450478.812500 Penalty: 4198.041016
	Iteration 57Q: 3 clusters Score -450478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -450480.500000 Penalty: 4198.041016
	Iteration 58Q: 3 clusters Score -450480.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -450480.750000 Penalty: 4198.041016
	Iteration 59Q: 3 clusters Score -450480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -450481.156250 Penalty: 4198.041016
	Iteration 60F: 3 clusters Score -450481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -450484.375000 Penalty: 4198.041016
	Iteration 61Q: 3 clusters Score -450484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -450485.593750 Penalty: 4198.041016
	Iteration 62Q: 3 clusters Score -450485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -450487.625000 Penalty: 4198.041016
	Iteration 63Q: 3 clusters Score -450487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -450488.812500 Penalty: 4198.041016
	Iteration 64Q: 3 clusters Score -450488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -450489.968750 Penalty: 4198.041016
	Iteration 65Q: 3 clusters Score -450490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -450489.968750 Penalty: 4198.041016
	Iteration 66F: 3 clusters Score -450490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (36813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Entering Unmasked Estep 
Score: -3888436.750000 Penalty: 2607.374268
	Iteration 0F: 2 clusters Score -3888437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3863442.500000 Penalty: 5214.748535
	Iteration 0F: 3 clusters Score -3863442 nChanged 16818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3872794.000000 Penalty: 5214.748535
	Iteration 1F: 3 clusters Score -3872794 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3873605.000000 Penalty: 5214.748535
	Iteration 2F: 3 clusters Score -3873605 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3874552.000000 Penalty: 5214.748535
	Iteration 3F: 3 clusters Score -3874552 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3875648.250000 Penalty: 5214.748535
	Iteration 4F: 3 clusters Score -3875648 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3876852.500000 Penalty: 5214.748535
	Iteration 5F: 3 clusters Score -3876852 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3878075.250000 Penalty: 5214.748535
	Iteration 6F: 3 clusters Score -3878075 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3879353.750000 Penalty: 5214.748535
	Iteration 7F: 3 clusters Score -3879354 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3880469.750000 Penalty: 5214.748535
	Iteration 8F: 3 clusters Score -3880470 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3881399.750000 Penalty: 5214.748535
	Iteration 9Q: 3 clusters Score -3881400 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3882065.250000 Penalty: 5214.748535
	Iteration 10Q: 3 clusters Score -3882065 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3882528.250000 Penalty: 5214.748535
	Iteration 11Q: 3 clusters Score -3882528 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3882813.750000 Penalty: 5214.748535
	Iteration 12Q: 3 clusters Score -3882814 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3883001.500000 Penalty: 5214.748535
	Iteration 13Q: 3 clusters Score -3883002 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3883149.250000 Penalty: 5214.748535
	Iteration 14Q: 3 clusters Score -3883149 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3883237.500000 Penalty: 5214.748535
	Iteration 15Q: 3 clusters Score -3883238 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3883383.250000 Penalty: 5214.748535
	Iteration 16Q: 3 clusters Score -3883383 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3883507.500000 Penalty: 5214.748535
	Iteration 17Q: 3 clusters Score -3883508 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3883643.000000 Penalty: 5214.748535
	Iteration 18Q: 3 clusters Score -3883643 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3883769.500000 Penalty: 5214.748535
	Iteration 19Q: 3 clusters Score -3883770 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3883933.000000 Penalty: 5214.748535
	Iteration 20F: 3 clusters Score -3883933 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3884080.000000 Penalty: 5214.748535
	Iteration 21Q: 3 clusters Score -3884080 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3884231.250000 Penalty: 5214.748535
	Iteration 22Q: 3 clusters Score -3884231 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3884367.000000 Penalty: 5214.748535
	Iteration 23Q: 3 clusters Score -3884367 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3884454.000000 Penalty: 5214.748535
	Iteration 24Q: 3 clusters Score -3884454 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3884560.250000 Penalty: 5214.748535
	Iteration 25Q: 3 clusters Score -3884560 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3884637.250000 Penalty: 5214.748535
	Iteration 26Q: 3 clusters Score -3884637 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3884717.250000 Penalty: 5214.748535
	Iteration 27Q: 3 clusters Score -3884717 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3884756.250000 Penalty: 5214.748535
	Iteration 28Q: 3 clusters Score -3884756 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3884811.500000 Penalty: 5214.748535
	Iteration 29Q: 3 clusters Score -3884812 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3884858.250000 Penalty: 5214.748535
	Iteration 30Q: 3 clusters Score -3884858 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3884895.750000 Penalty: 5214.748535
	Iteration 31Q: 3 clusters Score -3884896 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3884921.750000 Penalty: 5214.748535
	Iteration 32Q: 3 clusters Score -3884922 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3884941.250000 Penalty: 5214.748535
	Iteration 33Q: 3 clusters Score -3884941 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3884953.750000 Penalty: 5214.748535
	Iteration 34Q: 3 clusters Score -3884954 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3884975.500000 Penalty: 5214.748535
	Iteration 35Q: 3 clusters Score -3884976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -3884986.500000 Penalty: 5214.748535
	Iteration 36Q: 3 clusters Score -3884986 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3885014.250000 Penalty: 5214.748535
	Iteration 37Q: 3 clusters Score -3885014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3885032.000000 Penalty: 5214.748535
	Iteration 38Q: 3 clusters Score -3885032 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3885045.500000 Penalty: 5214.748535
	Iteration 39Q: 3 clusters Score -3885046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3885053.000000 Penalty: 5214.748535
	Iteration 40F: 3 clusters Score -3885053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3885064.500000 Penalty: 5214.748535
	Iteration 41Q: 3 clusters Score -3885064 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3885060.000000 Penalty: 5214.748535
	Iteration 42Q: 3 clusters Score -3885060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3885071.000000 Penalty: 5214.748535
	Iteration 43Q: 3 clusters Score -3885071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3885082.000000 Penalty: 5214.748535
	Iteration 44Q: 3 clusters Score -3885082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3885087.500000 Penalty: 5214.748535
	Iteration 45Q: 3 clusters Score -3885088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3885099.000000 Penalty: 5214.748535
	Iteration 46Q: 3 clusters Score -3885099 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3885093.000000 Penalty: 5214.748535
	Iteration 47Q: 3 clusters Score -3885093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3885108.250000 Penalty: 5214.748535
	Iteration 48Q: 3 clusters Score -3885108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3885116.500000 Penalty: 5214.748535
	Iteration 49Q: 3 clusters Score -3885116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3885128.000000 Penalty: 5214.748535
	Iteration 50Q: 3 clusters Score -3885128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3885129.750000 Penalty: 5214.748535
	Iteration 51Q: 3 clusters Score -3885130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3885131.250000 Penalty: 5214.748535
	Iteration 52Q: 3 clusters Score -3885131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -3885124.500000 Penalty: 5214.748535
	Iteration 53Q: 3 clusters Score -3885124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3885134.750000 Penalty: 5214.748535
	Iteration 54Q: 3 clusters Score -3885135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3885139.500000 Penalty: 5214.748535
	Iteration 55Q: 3 clusters Score -3885140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3885139.500000 Penalty: 5214.748535
	Iteration 56Q: 3 clusters Score -3885140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3885138.250000 Penalty: 5214.748535
	Iteration 57Q: 3 clusters Score -3885138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3885147.750000 Penalty: 5214.748535
	Iteration 58Q: 3 clusters Score -3885148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3885136.000000 Penalty: 5214.748535
	Iteration 59Q: 3 clusters Score -3885136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3885145.000000 Penalty: 5214.748535
	Iteration 60F: 3 clusters Score -3885145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3885149.000000 Penalty: 5214.748535
	Iteration 61Q: 3 clusters Score -3885149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3885152.500000 Penalty: 5214.748535
	Iteration 62Q: 3 clusters Score -3885152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3885149.250000 Penalty: 5214.748535
	Iteration 63Q: 3 clusters Score -3885149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3885145.750000 Penalty: 5214.748535
	Iteration 64Q: 3 clusters Score -3885146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3885150.750000 Penalty: 5214.748535
	Iteration 65Q: 3 clusters Score -3885151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3885156.000000 Penalty: 5214.748535
	Iteration 66Q: 3 clusters Score -3885156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3885165.250000 Penalty: 5214.748535
	Iteration 67Q: 3 clusters Score -3885165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3885153.500000 Penalty: 5214.748535
	Iteration 68Q: 3 clusters Score -3885154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3885149.500000 Penalty: 5214.748535
	Iteration 69Q: 3 clusters Score -3885150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3885158.750000 Penalty: 5214.748535
	Iteration 70Q: 3 clusters Score -3885159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3885163.250000 Penalty: 5214.748535
	Iteration 71Q: 3 clusters Score -3885163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3885168.000000 Penalty: 5214.748535
	Iteration 72Q: 3 clusters Score -3885168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3885158.500000 Penalty: 5214.748535
	Iteration 73Q: 3 clusters Score -3885158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3885164.000000 Penalty: 5214.748535
	Iteration 74Q: 3 clusters Score -3885164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3885170.500000 Penalty: 5214.748535
	Iteration 75Q: 3 clusters Score -3885170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3885176.500000 Penalty: 5214.748535
	Iteration 76Q: 3 clusters Score -3885176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3885185.000000 Penalty: 5214.748535
	Iteration 77Q: 3 clusters Score -3885185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3885179.000000 Penalty: 5214.748535
	Iteration 78Q: 3 clusters Score -3885179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3885189.000000 Penalty: 5214.748535
	Iteration 79Q: 3 clusters Score -3885189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3885181.750000 Penalty: 5214.748535
	Iteration 80F: 3 clusters Score -3885182 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3885200 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3885198 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3885197 nChanged 41
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Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3885204 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3885208 nChanged 53
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Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3885203 nChanged 53
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Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3885200 nChanged 68
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Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3885211 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3885211 nChanged 61
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Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3885226 nChanged 67
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Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3885242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3885239 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3885248 nChanged 72
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Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3885254 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3885264 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3885284 nChanged 108
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Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3885294 nChanged 119
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Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3885319 nChanged 105
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Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3885334 nChanged 114
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Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3885359 nChanged 146
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Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3885400 nChanged 176
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Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3885476 nChanged 200
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Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3885564 nChanged 227
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Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3885752 nChanged 291
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Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3885990 nChanged 320
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Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3886122 nChanged 303
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Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3886234 nChanged 248
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Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3886304 nChanged 220
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Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3886350 nChanged 202
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Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3886374 nChanged 176
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Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3886412 nChanged 143
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Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3886428 nChanged 123
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Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3886448 nChanged 120
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Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3886465 nChanged 96
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Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3886484 nChanged 92
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Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3886485 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3886496 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3886508 nChanged 44
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Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3886515 nChanged 43
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Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3886517.000000 Penalty: 5214.748535
	Iteration 125Q: 3 clusters Score -3886517 nChanged 45
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Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3886521.250000 Penalty: 5214.748535
	Iteration 126Q: 3 clusters Score -3886521 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3886523.500000 Penalty: 5214.748535
	Iteration 127Q: 3 clusters Score -3886524 nChanged 29
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Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3886524 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3886525.750000 Penalty: 5214.748535
	Iteration 129Q: 3 clusters Score -3886526 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3886528 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3886534.250000 Penalty: 5214.748535
	Iteration 131Q: 3 clusters Score -3886534 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3886544 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3886544 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3886550.250000 Penalty: 5214.748535
	Iteration 134Q: 3 clusters Score -3886550 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3886548 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3886542.250000 Penalty: 5214.748535
	Iteration 136Q: 3 clusters Score -3886542 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3886541.250000 Penalty: 5214.748535
	Iteration 137Q: 3 clusters Score -3886541 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3886543 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3886547.250000 Penalty: 5214.748535
	Iteration 139Q: 3 clusters Score -3886547 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3886549.750000 Penalty: 5214.748535
	Iteration 140F: 3 clusters Score -3886550 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3886554.250000 Penalty: 5214.748535
	Iteration 141Q: 3 clusters Score -3886554 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3886561.000000 Penalty: 5214.748535
	Iteration 142Q: 3 clusters Score -3886561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3886563.750000 Penalty: 5214.748535
	Iteration 143Q: 3 clusters Score -3886564 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3886559.250000 Penalty: 5214.748535
	Iteration 144Q: 3 clusters Score -3886559 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3886558.750000 Penalty: 5214.748535
	Iteration 145Q: 3 clusters Score -3886559 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3886554 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3886561 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3886571.250000 Penalty: 5214.748535
	Iteration 148Q: 3 clusters Score -3886571 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3886567 nChanged 19
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Mstep: Class 1 contains 8024 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3886569 nChanged 19
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Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3886576 nChanged 16
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Mstep: Class 1 contains 7989 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3886570 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3886580.250000 Penalty: 5214.748535
	Iteration 153Q: 3 clusters Score -3886580 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -3886578.000000 Penalty: 5214.748535
	Iteration 154Q: 3 clusters Score -3886578 nChanged 26
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Mstep: Class 1 contains 7926 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3886578 nChanged 31
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Mstep: Class 1 contains 7895 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3886580 nChanged 31
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Mstep: Class 1 contains 7866 members 
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Entering Unmasked Estep 
Score: -3886586.000000 Penalty: 5214.748535
	Iteration 157Q: 3 clusters Score -3886586 nChanged 33
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Mstep: Class 1 contains 7837 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3886584 nChanged 29
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3886595 nChanged 38
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Mstep: Class 1 contains 7770 members 
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Entering Unmasked Estep 
Score: -3886601.500000 Penalty: 5214.748535
	Iteration 160F: 3 clusters Score -3886602 nChanged 39
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Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3886595 nChanged 37
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Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3886603.750000 Penalty: 5214.748535
	Iteration 162Q: 3 clusters Score -3886604 nChanged 33
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Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3886598.000000 Penalty: 5214.748535
	Iteration 163Q: 3 clusters Score -3886598 nChanged 28
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Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3886608.000000 Penalty: 5214.748535
	Iteration 164Q: 3 clusters Score -3886608 nChanged 27
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Mstep: Class 1 contains 7614 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3886604 nChanged 23
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Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3886602.000000 Penalty: 5214.748535
	Iteration 166Q: 3 clusters Score -3886602 nChanged 29
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Mstep: Class 1 contains 7566 members 
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Entering Unmasked Estep 
Score: -3886610.500000 Penalty: 5214.748535
	Iteration 167Q: 3 clusters Score -3886610 nChanged 27
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Mstep: Class 1 contains 7541 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3886608 nChanged 26
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Mstep: Class 1 contains 7515 members 
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Entering Unmasked Estep 
Score: -3886617.000000 Penalty: 5214.748535
	Iteration 169Q: 3 clusters Score -3886617 nChanged 33
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Mstep: Class 1 contains 7482 members 
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Entering Unmasked Estep 
Score: -3886621.500000 Penalty: 5214.748535
	Iteration 170Q: 3 clusters Score -3886622 nChanged 31
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Mstep: Class 1 contains 7451 members 
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Entering Unmasked Estep 
Score: -3886630.500000 Penalty: 5214.748535
	Iteration 171Q: 3 clusters Score -3886630 nChanged 40
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Mstep: Class 1 contains 7413 members 
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Entering Unmasked Estep 
Score: -3886640.250000 Penalty: 5214.748535
	Iteration 172Q: 3 clusters Score -3886640 nChanged 45
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Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3886657.250000 Penalty: 5214.748535
	Iteration 173Q: 3 clusters Score -3886657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3886655.750000 Penalty: 5214.748535
	Iteration 174Q: 3 clusters Score -3886656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3886657.000000 Penalty: 5214.748535
	Iteration 175Q: 3 clusters Score -3886657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3886667.500000 Penalty: 5214.748535
	Iteration 176Q: 3 clusters Score -3886668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3886654.250000 Penalty: 5214.748535
	Iteration 177Q: 3 clusters Score -3886654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3886664.250000 Penalty: 5214.748535
	Iteration 178Q: 3 clusters Score -3886664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3886674.250000 Penalty: 5214.748535
	Iteration 179Q: 3 clusters Score -3886674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3886673.750000 Penalty: 5214.748535
	Iteration 180F: 3 clusters Score -3886674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3886683.500000 Penalty: 5214.748535
	Iteration 181Q: 3 clusters Score -3886684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -3886684.000000 Penalty: 5214.748535
	Iteration 182Q: 3 clusters Score -3886684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3886682.000000 Penalty: 5214.748535
	Iteration 183Q: 3 clusters Score -3886682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3886678.750000 Penalty: 5214.748535
	Iteration 184Q: 3 clusters Score -3886679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3886680.500000 Penalty: 5214.748535
	Iteration 185Q: 3 clusters Score -3886680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3886689.250000 Penalty: 5214.748535
	Iteration 186Q: 3 clusters Score -3886689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3886700.250000 Penalty: 5214.748535
	Iteration 187Q: 3 clusters Score -3886700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3886698.000000 Penalty: 5214.748535
	Iteration 188Q: 3 clusters Score -3886698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3886717.000000 Penalty: 5214.748535
	Iteration 189Q: 3 clusters Score -3886717 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3886728.750000 Penalty: 5214.748535
	Iteration 190Q: 3 clusters Score -3886729 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3886745.000000 Penalty: 5214.748535
	Iteration 191Q: 3 clusters Score -3886745 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -3886763.250000 Penalty: 5214.748535
	Iteration 192Q: 3 clusters Score -3886763 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3886786.000000 Penalty: 5214.748535
	Iteration 193Q: 3 clusters Score -3886786 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -3886812.750000 Penalty: 5214.748535
	Iteration 194Q: 3 clusters Score -3886813 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3886857.250000 Penalty: 5214.748535
	Iteration 195Q: 3 clusters Score -3886857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3886872.000000 Penalty: 5214.748535
	Iteration 196Q: 3 clusters Score -3886872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3886914.750000 Penalty: 5214.748535
	Iteration 197Q: 3 clusters Score -3886915 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3886945.750000 Penalty: 5214.748535
	Iteration 198Q: 3 clusters Score -3886946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -3886976.750000 Penalty: 5214.748535
	Iteration 199Q: 3 clusters Score -3886977 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3887021.000000 Penalty: 5214.748535
	Iteration 200F: 3 clusters Score -3887021 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3887079.000000 Penalty: 5214.748535
	Iteration 201Q: 3 clusters Score -3887079 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -3887097.750000 Penalty: 5214.748535
	Iteration 202Q: 3 clusters Score -3887098 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -3887147.500000 Penalty: 5214.748535
	Iteration 203Q: 3 clusters Score -3887148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -3887193.000000 Penalty: 5214.748535
	Iteration 204Q: 3 clusters Score -3887193 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -3887217.250000 Penalty: 5214.748535
	Iteration 205Q: 3 clusters Score -3887217 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3887251.000000 Penalty: 5214.748535
	Iteration 206Q: 3 clusters Score -3887251 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -3887259.000000 Penalty: 5214.748535
	Iteration 207Q: 3 clusters Score -3887259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3887280.250000 Penalty: 5214.748535
	Iteration 208Q: 3 clusters Score -3887280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -3887291.250000 Penalty: 5214.748535
	Iteration 209Q: 3 clusters Score -3887291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3887301.750000 Penalty: 5214.748535
	Iteration 210Q: 3 clusters Score -3887302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -3887314.250000 Penalty: 5214.748535
	Iteration 211Q: 3 clusters Score -3887314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3887330.000000 Penalty: 5214.748535
	Iteration 212Q: 3 clusters Score -3887330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3887342.750000 Penalty: 5214.748535
	Iteration 213Q: 3 clusters Score -3887343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3887343.250000 Penalty: 5214.748535
	Iteration 214Q: 3 clusters Score -3887343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -3887348.250000 Penalty: 5214.748535
	Iteration 215Q: 3 clusters Score -3887348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -3887357.500000 Penalty: 5214.748535
	Iteration 216Q: 3 clusters Score -3887358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -3887352.750000 Penalty: 5214.748535
	Iteration 217Q: 3 clusters Score -3887353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -3887355.500000 Penalty: 5214.748535
	Iteration 218Q: 3 clusters Score -3887356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -3887359.250000 Penalty: 5214.748535
	Iteration 219Q: 3 clusters Score -3887359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -3887365.500000 Penalty: 5214.748535
	Iteration 220F: 3 clusters Score -3887366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3887362.500000 Penalty: 5214.748535
	Iteration 221Q: 3 clusters Score -3887362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3887364.250000 Penalty: 5214.748535
	Iteration 222Q: 3 clusters Score -3887364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -3887362.750000 Penalty: 5214.748535
	Iteration 223Q: 3 clusters Score -3887363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -3887364.000000 Penalty: 5214.748535
	Iteration 224Q: 3 clusters Score -3887364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -3887375.250000 Penalty: 5214.748535
	Iteration 225Q: 3 clusters Score -3887375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -3887377.750000 Penalty: 5214.748535
	Iteration 226Q: 3 clusters Score -3887378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3887368.750000 Penalty: 5214.748535
	Iteration 227Q: 3 clusters Score -3887369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3887371.500000 Penalty: 5214.748535
	Iteration 228Q: 3 clusters Score -3887372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -3887372.750000 Penalty: 5214.748535
	Iteration 229Q: 3 clusters Score -3887373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3887374.750000 Penalty: 5214.748535
	Iteration 230Q: 3 clusters Score -3887375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3887374.000000 Penalty: 5214.748535
	Iteration 231Q: 3 clusters Score -3887374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -3887379.500000 Penalty: 5214.748535
	Iteration 232Q: 3 clusters Score -3887380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3887380.500000 Penalty: 5214.748535
	Iteration 233Q: 3 clusters Score -3887380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -3887376.750000 Penalty: 5214.748535
	Iteration 234Q: 3 clusters Score -3887377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -3887379.500000 Penalty: 5214.748535
	Iteration 235Q: 3 clusters Score -3887380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -3887380.500000 Penalty: 5214.748535
	Iteration 236Q: 3 clusters Score -3887380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -3887379.250000 Penalty: 5214.748535
	Iteration 237Q: 3 clusters Score -3887379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3887382.000000 Penalty: 5214.748535
	Iteration 238Q: 3 clusters Score -3887382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -3887384.500000 Penalty: 5214.748535
	Iteration 239Q: 3 clusters Score -3887384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3887385.250000 Penalty: 5214.748535
	Iteration 240F: 3 clusters Score -3887385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -3887389.500000 Penalty: 5214.748535
	Iteration 241Q: 3 clusters Score -3887390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3887388.750000 Penalty: 5214.748535
	Iteration 242Q: 3 clusters Score -3887389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -3887393.000000 Penalty: 5214.748535
	Iteration 243Q: 3 clusters Score -3887393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -3887390.000000 Penalty: 5214.748535
	Iteration 244Q: 3 clusters Score -3887390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -3887391.250000 Penalty: 5214.748535
	Iteration 245Q: 3 clusters Score -3887391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -3887391.250000 Penalty: 5214.748535
	Iteration 246Q: 3 clusters Score -3887391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -3887389.500000 Penalty: 5214.748535
	Iteration 247Q: 3 clusters Score -3887390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3887389.500000 Penalty: 5214.748535
	Iteration 248Q: 3 clusters Score -3887390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -3887391.750000 Penalty: 5214.748535
	Iteration 249Q: 3 clusters Score -3887392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -3887391.250000 Penalty: 5214.748535
	Iteration 250Q: 3 clusters Score -3887391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3887389.500000 Penalty: 5214.748535
	Iteration 251Q: 3 clusters Score -3887390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3887389.500000 Penalty: 5214.748535
	Iteration 252F: 3 clusters Score -3887390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (27839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Entering Unmasked Estep 
Score: -3186680.500000 Penalty: 2538.079834
	Iteration 0F: 2 clusters Score -3186680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3167380.000000 Penalty: 5076.159668
	Iteration 0F: 3 clusters Score -3167380 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3174211.000000 Penalty: 5076.159668
	Iteration 1F: 3 clusters Score -3174211 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3174704.500000 Penalty: 5076.159668
	Iteration 2F: 3 clusters Score -3174704 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3175216.250000 Penalty: 5076.159668
	Iteration 3Q: 3 clusters Score -3175216 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3175775.500000 Penalty: 5076.159668
	Iteration 4Q: 3 clusters Score -3175776 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -3176477.000000 Penalty: 5076.159668
	Iteration 5Q: 3 clusters Score -3176477 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3177345.000000 Penalty: 5076.159668
	Iteration 6F: 3 clusters Score -3177345 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3178351.750000 Penalty: 5076.159668
	Iteration 7F: 3 clusters Score -3178352 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3179489.750000 Penalty: 5076.159668
	Iteration 8F: 3 clusters Score -3179490 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3180755.500000 Penalty: 5076.159668
	Iteration 9F: 3 clusters Score -3180756 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3181899.250000 Penalty: 5076.159668
	Iteration 10F: 3 clusters Score -3181899 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3182824.000000 Penalty: 5076.159668
	Iteration 11Q: 3 clusters Score -3182824 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3183502.250000 Penalty: 5076.159668
	Iteration 12Q: 3 clusters Score -3183502 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3183929.750000 Penalty: 5076.159668
	Iteration 13Q: 3 clusters Score -3183930 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3184138.000000 Penalty: 5076.159668
	Iteration 14Q: 3 clusters Score -3184138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3184248.750000 Penalty: 5076.159668
	Iteration 15Q: 3 clusters Score -3184249 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3184320.000000 Penalty: 5076.159668
	Iteration 16Q: 3 clusters Score -3184320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3184374.750000 Penalty: 5076.159668
	Iteration 17Q: 3 clusters Score -3184375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3184394.250000 Penalty: 5076.159668
	Iteration 18Q: 3 clusters Score -3184394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3184415.250000 Penalty: 5076.159668
	Iteration 19Q: 3 clusters Score -3184415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3184426.000000 Penalty: 5076.159668
	Iteration 20F: 3 clusters Score -3184426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3184430.750000 Penalty: 5076.159668
	Iteration 21Q: 3 clusters Score -3184431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3184449.750000 Penalty: 5076.159668
	Iteration 22Q: 3 clusters Score -3184450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3184460.000000 Penalty: 5076.159668
	Iteration 23Q: 3 clusters Score -3184460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3184468.750000 Penalty: 5076.159668
	Iteration 24Q: 3 clusters Score -3184469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3184472.000000 Penalty: 5076.159668
	Iteration 25Q: 3 clusters Score -3184472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3184477.750000 Penalty: 5076.159668
	Iteration 26Q: 3 clusters Score -3184478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3184484.750000 Penalty: 5076.159668
	Iteration 27Q: 3 clusters Score -3184485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3184485.500000 Penalty: 5076.159668
	Iteration 28Q: 3 clusters Score -3184486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3184486.500000 Penalty: 5076.159668
	Iteration 29Q: 3 clusters Score -3184486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3184489.250000 Penalty: 5076.159668
	Iteration 30Q: 3 clusters Score -3184489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3184493.000000 Penalty: 5076.159668
	Iteration 31Q: 3 clusters Score -3184493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3184493.750000 Penalty: 5076.159668
	Iteration 32Q: 3 clusters Score -3184494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3184494.250000 Penalty: 5076.159668
	Iteration 33Q: 3 clusters Score -3184494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3184494.250000 Penalty: 5076.159668
	Iteration 34F: 3 clusters Score -3184494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -447516.781250 Penalty: 2094.373047
	Iteration 0F: 2 clusters Score -447516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -443211.406250 Penalty: 4188.746094
	Iteration 0F: 3 clusters Score -443211.4 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -444206.500000 Penalty: 4188.746094
	Iteration 1F: 3 clusters Score -444206.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -444435.250000 Penalty: 4188.746094
	Iteration 2F: 3 clusters Score -444435.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -444641.562500 Penalty: 4188.746094
	Iteration 3F: 3 clusters Score -444641.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -444852.593750 Penalty: 4188.746094
	Iteration 4F: 3 clusters Score -444852.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -445031.062500 Penalty: 4188.746094
	Iteration 5Q: 3 clusters Score -445031.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -445193.750000 Penalty: 4188.746094
	Iteration 6Q: 3 clusters Score -445193.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -445345.343750 Penalty: 4188.746094
	Iteration 7Q: 3 clusters Score -445345.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -445457.000000 Penalty: 4188.746094
	Iteration 8Q: 3 clusters Score -445457 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -445538.687500 Penalty: 4188.746094
	Iteration 9Q: 3 clusters Score -445538.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -445613.468750 Penalty: 4188.746094
	Iteration 10Q: 3 clusters Score -445613.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -445668.125000 Penalty: 4188.746094
	Iteration 11Q: 3 clusters Score -445668.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -445717.718750 Penalty: 4188.746094
	Iteration 12Q: 3 clusters Score -445717.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -445759.312500 Penalty: 4188.746094
	Iteration 13Q: 3 clusters Score -445759.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -445787.875000 Penalty: 4188.746094
	Iteration 14Q: 3 clusters Score -445787.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -445816.718750 Penalty: 4188.746094
	Iteration 15Q: 3 clusters Score -445816.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -445840.343750 Penalty: 4188.746094
	Iteration 16Q: 3 clusters Score -445840.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -445856.125000 Penalty: 4188.746094
	Iteration 17Q: 3 clusters Score -445856.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -445867.718750 Penalty: 4188.746094
	Iteration 18Q: 3 clusters Score -445867.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -445880.875000 Penalty: 4188.746094
	Iteration 19Q: 3 clusters Score -445880.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -445896.000000 Penalty: 4188.746094
	Iteration 20F: 3 clusters Score -445896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -445909.437500 Penalty: 4188.746094
	Iteration 21Q: 3 clusters Score -445909.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -445928.593750 Penalty: 4188.746094
	Iteration 22Q: 3 clusters Score -445928.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -445946.312500 Penalty: 4188.746094
	Iteration 23Q: 3 clusters Score -445946.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -445963.000000 Penalty: 4188.746094
	Iteration 24Q: 3 clusters Score -445963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -445979.875000 Penalty: 4188.746094
	Iteration 25Q: 3 clusters Score -445979.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -445997.812500 Penalty: 4188.746094
	Iteration 26Q: 3 clusters Score -445997.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -446009.656250 Penalty: 4188.746094
	Iteration 27Q: 3 clusters Score -446009.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -446020.000000 Penalty: 4188.746094
	Iteration 28Q: 3 clusters Score -446020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -446026.312500 Penalty: 4188.746094
	Iteration 29Q: 3 clusters Score -446026.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -446037.250000 Penalty: 4188.746094
	Iteration 30Q: 3 clusters Score -446037.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -446049.000000 Penalty: 4188.746094
	Iteration 31Q: 3 clusters Score -446049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -446066.937500 Penalty: 4188.746094
	Iteration 32Q: 3 clusters Score -446066.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -446087.406250 Penalty: 4188.746094
	Iteration 33Q: 3 clusters Score -446087.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -446107.468750 Penalty: 4188.746094
	Iteration 34Q: 3 clusters Score -446107.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -446118.437500 Penalty: 4188.746094
	Iteration 35Q: 3 clusters Score -446118.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -446129.500000 Penalty: 4188.746094
	Iteration 36Q: 3 clusters Score -446129.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -446137.250000 Penalty: 4188.746094
	Iteration 37Q: 3 clusters Score -446137.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -446145.968750 Penalty: 4188.746094
	Iteration 38Q: 3 clusters Score -446146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -446155.218750 Penalty: 4188.746094
	Iteration 39Q: 3 clusters Score -446155.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -446161.906250 Penalty: 4188.746094
	Iteration 40F: 3 clusters Score -446161.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -446168.500000 Penalty: 4188.746094
	Iteration 41Q: 3 clusters Score -446168.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -446170.593750 Penalty: 4188.746094
	Iteration 42Q: 3 clusters Score -446170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -446175.312500 Penalty: 4188.746094
	Iteration 43Q: 3 clusters Score -446175.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -446176.937500 Penalty: 4188.746094
	Iteration 44Q: 3 clusters Score -446176.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -446180.218750 Penalty: 4188.746094
	Iteration 45Q: 3 clusters Score -446180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -446184.625000 Penalty: 4188.746094
	Iteration 46Q: 3 clusters Score -446184.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -446187.687500 Penalty: 4188.746094
	Iteration 47Q: 3 clusters Score -446187.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -446193.093750 Penalty: 4188.746094
	Iteration 48Q: 3 clusters Score -446193.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -446200.250000 Penalty: 4188.746094
	Iteration 49Q: 3 clusters Score -446200.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -446207.593750 Penalty: 4188.746094
	Iteration 50Q: 3 clusters Score -446207.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -446213.031250 Penalty: 4188.746094
	Iteration 51Q: 3 clusters Score -446213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -446221.875000 Penalty: 4188.746094
	Iteration 52Q: 3 clusters Score -446221.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -446231.375000 Penalty: 4188.746094
	Iteration 53Q: 3 clusters Score -446231.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -446237.562500 Penalty: 4188.746094
	Iteration 54Q: 3 clusters Score -446237.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -446243.500000 Penalty: 4188.746094
	Iteration 55Q: 3 clusters Score -446243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -446247.656250 Penalty: 4188.746094
	Iteration 56Q: 3 clusters Score -446247.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -446250.156250 Penalty: 4188.746094
	Iteration 57Q: 3 clusters Score -446250.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -446256.406250 Penalty: 4188.746094
	Iteration 58Q: 3 clusters Score -446256.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -446258.468750 Penalty: 4188.746094
	Iteration 59Q: 3 clusters Score -446258.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -446263.656250 Penalty: 4188.746094
	Iteration 60F: 3 clusters Score -446263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -446268.187500 Penalty: 4188.746094
	Iteration 61Q: 3 clusters Score -446268.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -446273.812500 Penalty: 4188.746094
	Iteration 62Q: 3 clusters Score -446273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -446279.156250 Penalty: 4188.746094
	Iteration 63Q: 3 clusters Score -446279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -446282.187500 Penalty: 4188.746094
	Iteration 64Q: 3 clusters Score -446282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -446285.312500 Penalty: 4188.746094
	Iteration 65Q: 3 clusters Score -446285.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -446288.343750 Penalty: 4188.746094
	Iteration 66Q: 3 clusters Score -446288.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -446290.437500 Penalty: 4188.746094
	Iteration 67Q: 3 clusters Score -446290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -446290.937500 Penalty: 4188.746094
	Iteration 68Q: 3 clusters Score -446290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -446291.250000 Penalty: 4188.746094
	Iteration 69Q: 3 clusters Score -446291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -446291.781250 Penalty: 4188.746094
	Iteration 70Q: 3 clusters Score -446291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -446291.656250 Penalty: 4188.746094
	Iteration 71Q: 3 clusters Score -446291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -446291.656250 Penalty: 4188.746094
	Iteration 72F: 3 clusters Score -446291.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -525808.875000 Penalty: 2108.465332
	Iteration 0F: 2 clusters Score -525808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -521353.625000 Penalty: 4216.930664
	Iteration 0F: 3 clusters Score -521353.6 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -522371.843750 Penalty: 4216.930664
	Iteration 1F: 3 clusters Score -522371.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -522585.593750 Penalty: 4216.930664
	Iteration 2F: 3 clusters Score -522585.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -522725.312500 Penalty: 4216.930664
	Iteration 3F: 3 clusters Score -522725.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -522817.531250 Penalty: 4216.930664
	Iteration 4Q: 3 clusters Score -522817.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -522889.093750 Penalty: 4216.930664
	Iteration 5Q: 3 clusters Score -522889.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -522960.468750 Penalty: 4216.930664
	Iteration 6Q: 3 clusters Score -522960.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -523019.750000 Penalty: 4216.930664
	Iteration 7Q: 3 clusters Score -523019.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -523077.437500 Penalty: 4216.930664
	Iteration 8Q: 3 clusters Score -523077.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -523131.531250 Penalty: 4216.930664
	Iteration 9Q: 3 clusters Score -523131.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -523186.125000 Penalty: 4216.930664
	Iteration 10Q: 3 clusters Score -523186.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -523243.718750 Penalty: 4216.930664
	Iteration 11Q: 3 clusters Score -523243.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -523304.125000 Penalty: 4216.930664
	Iteration 12Q: 3 clusters Score -523304.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -523363.312500 Penalty: 4216.930664
	Iteration 13Q: 3 clusters Score -523363.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -523436.843750 Penalty: 4216.930664
	Iteration 14Q: 3 clusters Score -523436.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -523490.250000 Penalty: 4216.930664
	Iteration 15Q: 3 clusters Score -523490.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -523529.812500 Penalty: 4216.930664
	Iteration 16Q: 3 clusters Score -523529.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -523561.562500 Penalty: 4216.930664
	Iteration 17Q: 3 clusters Score -523561.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -523606.656250 Penalty: 4216.930664
	Iteration 18Q: 3 clusters Score -523606.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -523668.093750 Penalty: 4216.930664
	Iteration 19Q: 3 clusters Score -523668.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -523713.531250 Penalty: 4216.930664
	Iteration 20F: 3 clusters Score -523713.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -523760.875000 Penalty: 4216.930664
	Iteration 21Q: 3 clusters Score -523760.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -523795.187500 Penalty: 4216.930664
	Iteration 22Q: 3 clusters Score -523795.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -523830.343750 Penalty: 4216.930664
	Iteration 23Q: 3 clusters Score -523830.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -523868.468750 Penalty: 4216.930664
	Iteration 24Q: 3 clusters Score -523868.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -523908.968750 Penalty: 4216.930664
	Iteration 25Q: 3 clusters Score -523909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -523947.781250 Penalty: 4216.930664
	Iteration 26Q: 3 clusters Score -523947.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -523982.781250 Penalty: 4216.930664
	Iteration 27Q: 3 clusters Score -523982.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -524004.406250 Penalty: 4216.930664
	Iteration 28Q: 3 clusters Score -524004.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -524024.281250 Penalty: 4216.930664
	Iteration 29Q: 3 clusters Score -524024.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -524040.687500 Penalty: 4216.930664
	Iteration 30Q: 3 clusters Score -524040.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -524052.343750 Penalty: 4216.930664
	Iteration 31Q: 3 clusters Score -524052.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -524060.375000 Penalty: 4216.930664
	Iteration 32Q: 3 clusters Score -524060.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -524068.875000 Penalty: 4216.930664
	Iteration 33Q: 3 clusters Score -524068.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -524080.718750 Penalty: 4216.930664
	Iteration 34Q: 3 clusters Score -524080.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -524093.093750 Penalty: 4216.930664
	Iteration 35Q: 3 clusters Score -524093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -524101.031250 Penalty: 4216.930664
	Iteration 36Q: 3 clusters Score -524101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -524105.875000 Penalty: 4216.930664
	Iteration 37Q: 3 clusters Score -524105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -524110.031250 Penalty: 4216.930664
	Iteration 38Q: 3 clusters Score -524110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -524113.156250 Penalty: 4216.930664
	Iteration 39Q: 3 clusters Score -524113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -524117.000000 Penalty: 4216.930664
	Iteration 40F: 3 clusters Score -524117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -524120.312500 Penalty: 4216.930664
	Iteration 41Q: 3 clusters Score -524120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -524124.312500 Penalty: 4216.930664
	Iteration 42Q: 3 clusters Score -524124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -524124.531250 Penalty: 4216.930664
	Iteration 43Q: 3 clusters Score -524124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -524124.531250 Penalty: 4216.930664
	Iteration 44F: 3 clusters Score -524124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -23188.998047 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23189 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 118 members 
Entering Unmasked Estep 
Score: -22033.572266 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22033.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22093.683594 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22093.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22100.312500 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22100.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22109.427734 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -22109.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22109.427734 Penalty: 2692.955322
	Iteration 4F: 3 clusters Score -22109.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -19134.031250 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -19134.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18019.869141 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -18019.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18183.550781 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -18183.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18258.734375 Penalty: 2752.341797
	Iteration 2F: 3 clusters Score -18258.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18309.580078 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -18309.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18343.238281 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -18343.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18385.359375 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -18385.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18395.757812 Penalty: 2752.341797
	Iteration 6Q: 3 clusters Score -18395.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18395.757812 Penalty: 2752.341797
	Iteration 7F: 3 clusters Score -18395.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -350349.593750 Penalty: 2001.972046
	Iteration 0F: 2 clusters Score -350349.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -346981.968750 Penalty: 4003.944092
	Iteration 0F: 3 clusters Score -346982 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -347781.843750 Penalty: 4003.944092
	Iteration 1F: 3 clusters Score -347781.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -348005.812500 Penalty: 4003.944092
	Iteration 2F: 3 clusters Score -348005.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -348185.875000 Penalty: 4003.944092
	Iteration 3F: 3 clusters Score -348185.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -348377.906250 Penalty: 4003.944092
	Iteration 4F: 3 clusters Score -348377.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -348578.031250 Penalty: 4003.944092
	Iteration 5F: 3 clusters Score -348578 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -348726.437500 Penalty: 4003.944092
	Iteration 6Q: 3 clusters Score -348726.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -348830.656250 Penalty: 4003.944092
	Iteration 7Q: 3 clusters Score -348830.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -348911.093750 Penalty: 4003.944092
	Iteration 8Q: 3 clusters Score -348911.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -348981.718750 Penalty: 4003.944092
	Iteration 9Q: 3 clusters Score -348981.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -349046.906250 Penalty: 4003.944092
	Iteration 10Q: 3 clusters Score -349046.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -349099.125000 Penalty: 4003.944092
	Iteration 11Q: 3 clusters Score -349099.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -349144.781250 Penalty: 4003.944092
	Iteration 12Q: 3 clusters Score -349144.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -349171.593750 Penalty: 4003.944092
	Iteration 13Q: 3 clusters Score -349171.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -349189.156250 Penalty: 4003.944092
	Iteration 14Q: 3 clusters Score -349189.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -349209.000000 Penalty: 4003.944092
	Iteration 15Q: 3 clusters Score -349209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -349223.250000 Penalty: 4003.944092
	Iteration 16Q: 3 clusters Score -349223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -349235.250000 Penalty: 4003.944092
	Iteration 17Q: 3 clusters Score -349235.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -349245.406250 Penalty: 4003.944092
	Iteration 18Q: 3 clusters Score -349245.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -349251.718750 Penalty: 4003.944092
	Iteration 19Q: 3 clusters Score -349251.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -349255.343750 Penalty: 4003.944092
	Iteration 20F: 3 clusters Score -349255.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -349257.312500 Penalty: 4003.944092
	Iteration 21Q: 3 clusters Score -349257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -349259.156250 Penalty: 4003.944092
	Iteration 22Q: 3 clusters Score -349259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -349261.406250 Penalty: 4003.944092
	Iteration 23Q: 3 clusters Score -349261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -349263.125000 Penalty: 4003.944092
	Iteration 24Q: 3 clusters Score -349263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -349264.250000 Penalty: 4003.944092
	Iteration 25Q: 3 clusters Score -349264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -349265.593750 Penalty: 4003.944092
	Iteration 26Q: 3 clusters Score -349265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -349267.406250 Penalty: 4003.944092
	Iteration 27Q: 3 clusters Score -349267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -349268.500000 Penalty: 4003.944092
	Iteration 28Q: 3 clusters Score -349268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -349269.093750 Penalty: 4003.944092
	Iteration 29Q: 3 clusters Score -349269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -349270.343750 Penalty: 4003.944092
	Iteration 30Q: 3 clusters Score -349270.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -349270.343750 Penalty: 4003.944092
	Iteration 31F: 3 clusters Score -349270.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Entering Unmasked Estep 
Score: -890641.125000 Penalty: 2229.845703
	Iteration 0F: 2 clusters Score -890641.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -884221.375000 Penalty: 4459.691406
	Iteration 0F: 3 clusters Score -884221.4 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -886104.562500 Penalty: 4459.691406
	Iteration 1F: 3 clusters Score -886104.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -886534.062500 Penalty: 4459.691406
	Iteration 2F: 3 clusters Score -886534.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -887021.437500 Penalty: 4459.691406
	Iteration 3F: 3 clusters Score -887021.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -887522.562500 Penalty: 4459.691406
	Iteration 4F: 3 clusters Score -887522.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -887974.437500 Penalty: 4459.691406
	Iteration 5F: 3 clusters Score -887974.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -888326.187500 Penalty: 4459.691406
	Iteration 6F: 3 clusters Score -888326.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -888574.625000 Penalty: 4459.691406
	Iteration 7Q: 3 clusters Score -888574.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -888825.500000 Penalty: 4459.691406
	Iteration 8Q: 3 clusters Score -888825.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -889034.375000 Penalty: 4459.691406
	Iteration 9Q: 3 clusters Score -889034.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -889202.250000 Penalty: 4459.691406
	Iteration 10Q: 3 clusters Score -889202.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -889348.125000 Penalty: 4459.691406
	Iteration 11Q: 3 clusters Score -889348.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -889466.062500 Penalty: 4459.691406
	Iteration 12Q: 3 clusters Score -889466.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -889602.812500 Penalty: 4459.691406
	Iteration 13Q: 3 clusters Score -889602.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -889731.562500 Penalty: 4459.691406
	Iteration 14Q: 3 clusters Score -889731.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -889845.750000 Penalty: 4459.691406
	Iteration 15Q: 3 clusters Score -889845.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -889951.312500 Penalty: 4459.691406
	Iteration 16Q: 3 clusters Score -889951.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -890069.250000 Penalty: 4459.691406
	Iteration 17Q: 3 clusters Score -890069.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -890183.062500 Penalty: 4459.691406
	Iteration 18Q: 3 clusters Score -890183.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -890299.500000 Penalty: 4459.691406
	Iteration 19Q: 3 clusters Score -890299.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -890393.437500 Penalty: 4459.691406
	Iteration 20F: 3 clusters Score -890393.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -890469.250000 Penalty: 4459.691406
	Iteration 21Q: 3 clusters Score -890469.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -890528.937500 Penalty: 4459.691406
	Iteration 22Q: 3 clusters Score -890528.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -890570.125000 Penalty: 4459.691406
	Iteration 23Q: 3 clusters Score -890570.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -890607.187500 Penalty: 4459.691406
	Iteration 24Q: 3 clusters Score -890607.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -890636.312500 Penalty: 4459.691406
	Iteration 25Q: 3 clusters Score -890636.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -890660.125000 Penalty: 4459.691406
	Iteration 26Q: 3 clusters Score -890660.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -890676.500000 Penalty: 4459.691406
	Iteration 27Q: 3 clusters Score -890676.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -890691.312500 Penalty: 4459.691406
	Iteration 28Q: 3 clusters Score -890691.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -890700.187500 Penalty: 4459.691406
	Iteration 29Q: 3 clusters Score -890700.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -890711.250000 Penalty: 4459.691406
	Iteration 30Q: 3 clusters Score -890711.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -890718.562500 Penalty: 4459.691406
	Iteration 31Q: 3 clusters Score -890718.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -890728.875000 Penalty: 4459.691406
	Iteration 32Q: 3 clusters Score -890728.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -890739.875000 Penalty: 4459.691406
	Iteration 33Q: 3 clusters Score -890739.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -890747.187500 Penalty: 4459.691406
	Iteration 34Q: 3 clusters Score -890747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -890750.187500 Penalty: 4459.691406
	Iteration 35Q: 3 clusters Score -890750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -890750.000000 Penalty: 4459.691406
	Iteration 36Q: 3 clusters Score -890750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -890750.812500 Penalty: 4459.691406
	Iteration 37Q: 3 clusters Score -890750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -890751.750000 Penalty: 4459.691406
	Iteration 38Q: 3 clusters Score -890751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -890750.187500 Penalty: 4459.691406
	Iteration 39Q: 3 clusters Score -890750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -890750.750000 Penalty: 4459.691406
	Iteration 40F: 3 clusters Score -890750.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52936 members 
Mstep: Class 4 contains 213987 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16102 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34511 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108343 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9036 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13638 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8380 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24963 members 
Mstep: Class 28 contains 45400 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5229 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36813 members 
Mstep: Class 47 contains 27839 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 2034 members 
Mstep: Class 54 contains 10474 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16128 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12925 members 
Mstep: Class 66 contains 3883 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14165 members 
Mstep: Class 69 contains 25306 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12903 members 
Mstep: Class 72 contains 5999 members 
Entering Unmasked Estep 
Score: -139311536.000000 Penalty: 251259.593750
Splitting cluster 53 changes total score from -139312800.000000 to -139311536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (10474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Entering Unmasked Estep 
Score: -1142026.750000 Penalty: 2295.649414
	Iteration 0F: 2 clusters Score -1142027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1134034.125000 Penalty: 4591.298828
	Iteration 0F: 3 clusters Score -1134034 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1136439.875000 Penalty: 4591.298828
	Iteration 1F: 3 clusters Score -1136440 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1136852.500000 Penalty: 4591.298828
	Iteration 2F: 3 clusters Score -1136852 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1137333.875000 Penalty: 4591.298828
	Iteration 3F: 3 clusters Score -1137334 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1137942.500000 Penalty: 4591.298828
	Iteration 4F: 3 clusters Score -1137942 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1138701.750000 Penalty: 4591.298828
	Iteration 5F: 3 clusters Score -1138702 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1139493.875000 Penalty: 4591.298828
	Iteration 6F: 3 clusters Score -1139494 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1140186.500000 Penalty: 4591.298828
	Iteration 7F: 3 clusters Score -1140186 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1140640.750000 Penalty: 4591.298828
	Iteration 8F: 3 clusters Score -1140641 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1140883.625000 Penalty: 4591.298828
	Iteration 9Q: 3 clusters Score -1140884 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1141033.375000 Penalty: 4591.298828
	Iteration 10Q: 3 clusters Score -1141033 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1141137.500000 Penalty: 4591.298828
	Iteration 11Q: 3 clusters Score -1141138 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1141217.500000 Penalty: 4591.298828
	Iteration 12Q: 3 clusters Score -1141218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1141311.750000 Penalty: 4591.298828
	Iteration 13Q: 3 clusters Score -1141312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1141403.875000 Penalty: 4591.298828
	Iteration 14Q: 3 clusters Score -1141404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1141502.750000 Penalty: 4591.298828
	Iteration 15Q: 3 clusters Score -1141503 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1141582.250000 Penalty: 4591.298828
	Iteration 16Q: 3 clusters Score -1141582 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1141636.250000 Penalty: 4591.298828
	Iteration 17Q: 3 clusters Score -1141636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1141671.500000 Penalty: 4591.298828
	Iteration 18Q: 3 clusters Score -1141672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1141695.375000 Penalty: 4591.298828
	Iteration 19Q: 3 clusters Score -1141695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1141724.500000 Penalty: 4591.298828
	Iteration 20F: 3 clusters Score -1141724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1141757.125000 Penalty: 4591.298828
	Iteration 21Q: 3 clusters Score -1141757 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1141777.250000 Penalty: 4591.298828
	Iteration 22Q: 3 clusters Score -1141777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1141796.500000 Penalty: 4591.298828
	Iteration 23Q: 3 clusters Score -1141796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1141804.125000 Penalty: 4591.298828
	Iteration 24Q: 3 clusters Score -1141804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1141809.125000 Penalty: 4591.298828
	Iteration 25Q: 3 clusters Score -1141809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1141810.750000 Penalty: 4591.298828
	Iteration 26Q: 3 clusters Score -1141811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1141808.625000 Penalty: 4591.298828
	Iteration 27Q: 3 clusters Score -1141809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1141809.125000 Penalty: 4591.298828
	Iteration 28Q: 3 clusters Score -1141809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1141809.375000 Penalty: 4591.298828
	Iteration 29Q: 3 clusters Score -1141809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1141809.125000 Penalty: 4591.298828
	Iteration 30Q: 3 clusters Score -1141809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1141809.125000 Penalty: 4591.298828
	Iteration 31F: 3 clusters Score -1141809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -141906.937500 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -141906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -139492.875000 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -139492.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -139910.140625 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -139910.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -140092.390625 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -140092.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -140234.015625 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -140234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -140347.296875 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -140347.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -140436.640625 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -140436.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140499.828125 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -140499.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -140549.125000 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -140549.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140581.468750 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -140581.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140598.500000 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -140598.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -140613.203125 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -140613.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140633.375000 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -140633.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -140645.078125 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -140645.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -140653.265625 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -140653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140659.468750 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -140659.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140666.781250 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -140666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140670.453125 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -140670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140673.328125 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -140673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140675.015625 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -140675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140675.015625 Penalty: 3692.637207
	Iteration 19F: 3 clusters Score -140675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (16128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Entering Unmasked Estep 
Score: -1832233.750000 Penalty: 2402.701416
	Iteration 0F: 2 clusters Score -1832234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1820632.250000 Penalty: 4805.402832
	Iteration 0F: 3 clusters Score -1820632 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1824326.625000 Penalty: 4805.402832
	Iteration 1F: 3 clusters Score -1824327 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1824668.500000 Penalty: 4805.402832
	Iteration 2F: 3 clusters Score -1824668 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1824939.125000 Penalty: 4805.402832
	Iteration 3Q: 3 clusters Score -1824939 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1825230.375000 Penalty: 4805.402832
	Iteration 4Q: 3 clusters Score -1825230 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1825523.875000 Penalty: 4805.402832
	Iteration 5Q: 3 clusters Score -1825524 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1825854.250000 Penalty: 4805.402832
	Iteration 6Q: 3 clusters Score -1825854 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1826234.500000 Penalty: 4805.402832
	Iteration 7Q: 3 clusters Score -1826234 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1826696.750000 Penalty: 4805.402832
	Iteration 8Q: 3 clusters Score -1826697 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1827173.875000 Penalty: 4805.402832
	Iteration 9Q: 3 clusters Score -1827174 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1827675.625000 Penalty: 4805.402832
	Iteration 10Q: 3 clusters Score -1827676 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1828168.500000 Penalty: 4805.402832
	Iteration 11Q: 3 clusters Score -1828168 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1828642.500000 Penalty: 4805.402832
	Iteration 12Q: 3 clusters Score -1828642 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1829104.625000 Penalty: 4805.402832
	Iteration 13Q: 3 clusters Score -1829105 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1829450.500000 Penalty: 4805.402832
	Iteration 14Q: 3 clusters Score -1829450 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1829681.750000 Penalty: 4805.402832
	Iteration 15Q: 3 clusters Score -1829682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1829822.500000 Penalty: 4805.402832
	Iteration 16Q: 3 clusters Score -1829822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1829903.250000 Penalty: 4805.402832
	Iteration 17Q: 3 clusters Score -1829903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1829948.375000 Penalty: 4805.402832
	Iteration 18Q: 3 clusters Score -1829948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1829980.750000 Penalty: 4805.402832
	Iteration 19Q: 3 clusters Score -1829981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1830003.375000 Penalty: 4805.402832
	Iteration 20F: 3 clusters Score -1830003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1830021.750000 Penalty: 4805.402832
	Iteration 21Q: 3 clusters Score -1830022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1830040.500000 Penalty: 4805.402832
	Iteration 22Q: 3 clusters Score -1830040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1830061.500000 Penalty: 4805.402832
	Iteration 23Q: 3 clusters Score -1830062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1830079.750000 Penalty: 4805.402832
	Iteration 24Q: 3 clusters Score -1830080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1830095.625000 Penalty: 4805.402832
	Iteration 25Q: 3 clusters Score -1830096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1830100.000000 Penalty: 4805.402832
	Iteration 26Q: 3 clusters Score -1830100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1830103.625000 Penalty: 4805.402832
	Iteration 27Q: 3 clusters Score -1830104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1830106.875000 Penalty: 4805.402832
	Iteration 28Q: 3 clusters Score -1830107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1830109.125000 Penalty: 4805.402832
	Iteration 29Q: 3 clusters Score -1830109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1830110.375000 Penalty: 4805.402832
	Iteration 30Q: 3 clusters Score -1830110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1830110.125000 Penalty: 4805.402832
	Iteration 31Q: 3 clusters Score -1830110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1830112.625000 Penalty: 4805.402832
	Iteration 32Q: 3 clusters Score -1830113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1830118.000000 Penalty: 4805.402832
	Iteration 33Q: 3 clusters Score -1830118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1830118.250000 Penalty: 4805.402832
	Iteration 34Q: 3 clusters Score -1830118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1830119.250000 Penalty: 4805.402832
	Iteration 35Q: 3 clusters Score -1830119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1830119.250000 Penalty: 4805.402832
	Iteration 36F: 3 clusters Score -1830119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -90964.335938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -90964.34 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 483 members 
Entering Unmasked Estep 
Score: -89147.070312 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -89147.07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -89523.390625 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -89523.39 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -89723.171875 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -89723.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -89871.609375 Penalty: 3367.330078
	Iteration 3Q: 3 clusters Score -89871.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -90012.421875 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -90012.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -90088.929688 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -90088.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -90133.906250 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -90133.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -90159.671875 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -90159.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90169.640625 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -90169.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -90181.046875 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -90181.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90187.226562 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -90187.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90196.468750 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -90196.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -90200.875000 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -90200.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90202.078125 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -90202.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90202.078125 Penalty: 3367.330078
	Iteration 14F: 3 clusters Score -90202.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Entering Unmasked Estep 
Score: -926123.500000 Penalty: 2234.373291
	Iteration 0F: 2 clusters Score -926123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -919561.937500 Penalty: 4468.746582
	Iteration 0F: 3 clusters Score -919561.9 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -921298.937500 Penalty: 4468.746582
	Iteration 1F: 3 clusters Score -921298.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -921532.750000 Penalty: 4468.746582
	Iteration 2F: 3 clusters Score -921532.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -921710.687500 Penalty: 4468.746582
	Iteration 3Q: 3 clusters Score -921710.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -921860.250000 Penalty: 4468.746582
	Iteration 4Q: 3 clusters Score -921860.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -922010.312500 Penalty: 4468.746582
	Iteration 5Q: 3 clusters Score -922010.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -922169.187500 Penalty: 4468.746582
	Iteration 6Q: 3 clusters Score -922169.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -922355.812500 Penalty: 4468.746582
	Iteration 7Q: 3 clusters Score -922355.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -922559.312500 Penalty: 4468.746582
	Iteration 8Q: 3 clusters Score -922559.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -922763.437500 Penalty: 4468.746582
	Iteration 9Q: 3 clusters Score -922763.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -922961.062500 Penalty: 4468.746582
	Iteration 10Q: 3 clusters Score -922961.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -923175.125000 Penalty: 4468.746582
	Iteration 11Q: 3 clusters Score -923175.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -923384.500000 Penalty: 4468.746582
	Iteration 12Q: 3 clusters Score -923384.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -923565.937500 Penalty: 4468.746582
	Iteration 13Q: 3 clusters Score -923565.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -923723.375000 Penalty: 4468.746582
	Iteration 14Q: 3 clusters Score -923723.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -923834.937500 Penalty: 4468.746582
	Iteration 15Q: 3 clusters Score -923834.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -923915.937500 Penalty: 4468.746582
	Iteration 16Q: 3 clusters Score -923915.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -923976.312500 Penalty: 4468.746582
	Iteration 17Q: 3 clusters Score -923976.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -924029.500000 Penalty: 4468.746582
	Iteration 18Q: 3 clusters Score -924029.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -924074.750000 Penalty: 4468.746582
	Iteration 19Q: 3 clusters Score -924074.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -924105.750000 Penalty: 4468.746582
	Iteration 20F: 3 clusters Score -924105.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -924134.187500 Penalty: 4468.746582
	Iteration 21Q: 3 clusters Score -924134.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -924168.687500 Penalty: 4468.746582
	Iteration 22Q: 3 clusters Score -924168.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -924199.937500 Penalty: 4468.746582
	Iteration 23Q: 3 clusters Score -924199.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -924225.312500 Penalty: 4468.746582
	Iteration 24Q: 3 clusters Score -924225.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -924245.937500 Penalty: 4468.746582
	Iteration 25Q: 3 clusters Score -924245.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -924260.500000 Penalty: 4468.746582
	Iteration 26Q: 3 clusters Score -924260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -924271.000000 Penalty: 4468.746582
	Iteration 27Q: 3 clusters Score -924271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -924274.187500 Penalty: 4468.746582
	Iteration 28Q: 3 clusters Score -924274.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -924279.000000 Penalty: 4468.746582
	Iteration 29Q: 3 clusters Score -924279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -924281.687500 Penalty: 4468.746582
	Iteration 30Q: 3 clusters Score -924281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -924284.437500 Penalty: 4468.746582
	Iteration 31Q: 3 clusters Score -924284.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -924287.000000 Penalty: 4468.746582
	Iteration 32Q: 3 clusters Score -924287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -924287.000000 Penalty: 4468.746582
	Iteration 33F: 3 clusters Score -924287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51654.210938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51654.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50091.382812 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50091.38 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50314.898438 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50314.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50355.890625 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -50355.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50383.226562 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50383.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50393.875000 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50393.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50398.187500 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50398.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50399.855469 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50399.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50402.628906 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50402.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50402.628906 Penalty: 3096.142822
	Iteration 8F: 3 clusters Score -50402.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Entering Unmasked Estep 
Score: -2394838.750000 Penalty: 2464.776123
	Iteration 0F: 2 clusters Score -2394839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2380426.250000 Penalty: 4929.552246
	Iteration 0F: 3 clusters Score -2380426 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2385492.750000 Penalty: 4929.552246
	Iteration 1F: 3 clusters Score -2385493 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2386112.250000 Penalty: 4929.552246
	Iteration 2F: 3 clusters Score -2386112 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2386762.500000 Penalty: 4929.552246
	Iteration 3F: 3 clusters Score -2386762 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2387515.750000 Penalty: 4929.552246
	Iteration 4F: 3 clusters Score -2387516 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2388511.750000 Penalty: 4929.552246
	Iteration 5F: 3 clusters Score -2388512 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2389825.000000 Penalty: 4929.552246
	Iteration 6F: 3 clusters Score -2389825 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2391060.500000 Penalty: 4929.552246
	Iteration 7F: 3 clusters Score -2391060 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2391948.750000 Penalty: 4929.552246
	Iteration 8Q: 3 clusters Score -2391949 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2392410.500000 Penalty: 4929.552246
	Iteration 9Q: 3 clusters Score -2392410 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2392678.250000 Penalty: 4929.552246
	Iteration 10Q: 3 clusters Score -2392678 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2392848.750000 Penalty: 4929.552246
	Iteration 11Q: 3 clusters Score -2392849 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2392962.000000 Penalty: 4929.552246
	Iteration 12Q: 3 clusters Score -2392962 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2393032.750000 Penalty: 4929.552246
	Iteration 13Q: 3 clusters Score -2393033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2393082.500000 Penalty: 4929.552246
	Iteration 14Q: 3 clusters Score -2393082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2393101.000000 Penalty: 4929.552246
	Iteration 15Q: 3 clusters Score -2393101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2393120.500000 Penalty: 4929.552246
	Iteration 16Q: 3 clusters Score -2393120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2393135.750000 Penalty: 4929.552246
	Iteration 17Q: 3 clusters Score -2393136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2393151.750000 Penalty: 4929.552246
	Iteration 18Q: 3 clusters Score -2393152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2393167.000000 Penalty: 4929.552246
	Iteration 19Q: 3 clusters Score -2393167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2393174.250000 Penalty: 4929.552246
	Iteration 20F: 3 clusters Score -2393174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2393188.500000 Penalty: 4929.552246
	Iteration 21Q: 3 clusters Score -2393188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2393198.000000 Penalty: 4929.552246
	Iteration 22Q: 3 clusters Score -2393198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2393203.750000 Penalty: 4929.552246
	Iteration 23Q: 3 clusters Score -2393204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2393207.000000 Penalty: 4929.552246
	Iteration 24Q: 3 clusters Score -2393207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2393207.250000 Penalty: 4929.552246
	Iteration 25Q: 3 clusters Score -2393207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2393208.500000 Penalty: 4929.552246
	Iteration 26Q: 3 clusters Score -2393208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2393213.500000 Penalty: 4929.552246
	Iteration 27Q: 3 clusters Score -2393214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2393216.500000 Penalty: 4929.552246
	Iteration 28Q: 3 clusters Score -2393216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2393213.000000 Penalty: 4929.552246
	Iteration 29Q: 3 clusters Score -2393213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2393211.750000 Penalty: 4929.552246
	Iteration 30Q: 3 clusters Score -2393212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2393218.000000 Penalty: 4929.552246
	Iteration 31Q: 3 clusters Score -2393218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2393218.250000 Penalty: 4929.552246
	Iteration 32Q: 3 clusters Score -2393218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2393226.000000 Penalty: 4929.552246
	Iteration 33Q: 3 clusters Score -2393226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2393233.250000 Penalty: 4929.552246
	Iteration 34Q: 3 clusters Score -2393233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2393235.500000 Penalty: 4929.552246
	Iteration 35Q: 3 clusters Score -2393236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2393238.750000 Penalty: 4929.552246
	Iteration 36Q: 3 clusters Score -2393239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2393237.250000 Penalty: 4929.552246
	Iteration 37Q: 3 clusters Score -2393237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2393238.500000 Penalty: 4929.552246
	Iteration 38Q: 3 clusters Score -2393238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2393238.000000 Penalty: 4929.552246
	Iteration 39Q: 3 clusters Score -2393238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2393239.500000 Penalty: 4929.552246
	Iteration 40F: 3 clusters Score -2393240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -134334.640625 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -134334.6 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 800 members 
Entering Unmasked Estep 
Score: -132046.171875 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -132046.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -132495.218750 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -132495.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -132697.265625 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -132697.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132880.078125 Penalty: 3639.120605
	Iteration 3F: 3 clusters Score -132880.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -133041.984375 Penalty: 3639.120605
	Iteration 4F: 3 clusters Score -133042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133176.406250 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -133176.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133310.375000 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -133310.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -133457.281250 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -133457.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133578.953125 Penalty: 3639.120605
	Iteration 8Q: 3 clusters Score -133579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133689.843750 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -133689.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -133818.203125 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -133818.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -133915.500000 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -133915.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133989.625000 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -133989.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134046.640625 Penalty: 3639.120605
	Iteration 13Q: 3 clusters Score -134046.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134081.375000 Penalty: 3639.120605
	Iteration 14Q: 3 clusters Score -134081.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -134092.250000 Penalty: 3639.120605
	Iteration 15Q: 3 clusters Score -134092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134104.484375 Penalty: 3639.120605
	Iteration 16Q: 3 clusters Score -134104.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -134119.796875 Penalty: 3639.120605
	Iteration 17Q: 3 clusters Score -134119.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134129.531250 Penalty: 3639.120605
	Iteration 18Q: 3 clusters Score -134129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -134137.796875 Penalty: 3639.120605
	Iteration 19Q: 3 clusters Score -134137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -134149.578125 Penalty: 3639.120605
	Iteration 20F: 3 clusters Score -134149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -134156.031250 Penalty: 3639.120605
	Iteration 21Q: 3 clusters Score -134156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -134161.125000 Penalty: 3639.120605
	Iteration 22Q: 3 clusters Score -134161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -134162.109375 Penalty: 3639.120605
	Iteration 23Q: 3 clusters Score -134162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -134162.109375 Penalty: 3639.120605
	Iteration 24F: 3 clusters Score -134162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Entering Unmasked Estep 
Score: -803178.062500 Penalty: 2240.865723
	Iteration 0F: 2 clusters Score -803178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -796539.875000 Penalty: 4481.731445
	Iteration 0F: 3 clusters Score -796539.9 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -798535.500000 Penalty: 4481.731445
	Iteration 1F: 3 clusters Score -798535.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -798986.000000 Penalty: 4481.731445
	Iteration 2F: 3 clusters Score -798986 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -799319.625000 Penalty: 4481.731445
	Iteration 3F: 3 clusters Score -799319.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -799587.000000 Penalty: 4481.731445
	Iteration 4F: 3 clusters Score -799587 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -799796.375000 Penalty: 4481.731445
	Iteration 5Q: 3 clusters Score -799796.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -799955.875000 Penalty: 4481.731445
	Iteration 6Q: 3 clusters Score -799955.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -800099.500000 Penalty: 4481.731445
	Iteration 7Q: 3 clusters Score -800099.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -800226.250000 Penalty: 4481.731445
	Iteration 8Q: 3 clusters Score -800226.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -800337.812500 Penalty: 4481.731445
	Iteration 9Q: 3 clusters Score -800337.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -800446.000000 Penalty: 4481.731445
	Iteration 10Q: 3 clusters Score -800446 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -800549.375000 Penalty: 4481.731445
	Iteration 11Q: 3 clusters Score -800549.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -800622.000000 Penalty: 4481.731445
	Iteration 12Q: 3 clusters Score -800622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -800685.562500 Penalty: 4481.731445
	Iteration 13Q: 3 clusters Score -800685.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -800745.875000 Penalty: 4481.731445
	Iteration 14Q: 3 clusters Score -800745.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -800811.062500 Penalty: 4481.731445
	Iteration 15Q: 3 clusters Score -800811.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -800856.625000 Penalty: 4481.731445
	Iteration 16Q: 3 clusters Score -800856.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -800894.562500 Penalty: 4481.731445
	Iteration 17Q: 3 clusters Score -800894.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -800928.625000 Penalty: 4481.731445
	Iteration 18Q: 3 clusters Score -800928.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -800954.312500 Penalty: 4481.731445
	Iteration 19Q: 3 clusters Score -800954.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -800981.875000 Penalty: 4481.731445
	Iteration 20F: 3 clusters Score -800981.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -801009.937500 Penalty: 4481.731445
	Iteration 21Q: 3 clusters Score -801009.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -801035.062500 Penalty: 4481.731445
	Iteration 22Q: 3 clusters Score -801035.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -801060.875000 Penalty: 4481.731445
	Iteration 23Q: 3 clusters Score -801060.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -801100.062500 Penalty: 4481.731445
	Iteration 24Q: 3 clusters Score -801100.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -801144.250000 Penalty: 4481.731445
	Iteration 25Q: 3 clusters Score -801144.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -801195.750000 Penalty: 4481.731445
	Iteration 26Q: 3 clusters Score -801195.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -801237.437500 Penalty: 4481.731445
	Iteration 27Q: 3 clusters Score -801237.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -801269.750000 Penalty: 4481.731445
	Iteration 28Q: 3 clusters Score -801269.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -801302.000000 Penalty: 4481.731445
	Iteration 29Q: 3 clusters Score -801302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -801339.312500 Penalty: 4481.731445
	Iteration 30Q: 3 clusters Score -801339.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -801384.437500 Penalty: 4481.731445
	Iteration 31Q: 3 clusters Score -801384.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -801440.750000 Penalty: 4481.731445
	Iteration 32Q: 3 clusters Score -801440.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -801509.500000 Penalty: 4481.731445
	Iteration 33Q: 3 clusters Score -801509.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -801566.250000 Penalty: 4481.731445
	Iteration 34Q: 3 clusters Score -801566.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -801613.625000 Penalty: 4481.731445
	Iteration 35Q: 3 clusters Score -801613.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -801647.625000 Penalty: 4481.731445
	Iteration 36Q: 3 clusters Score -801647.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -801668.187500 Penalty: 4481.731445
	Iteration 37Q: 3 clusters Score -801668.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -801683.812500 Penalty: 4481.731445
	Iteration 38Q: 3 clusters Score -801683.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -801701.250000 Penalty: 4481.731445
	Iteration 39Q: 3 clusters Score -801701.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -801718.062500 Penalty: 4481.731445
	Iteration 40F: 3 clusters Score -801718.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -801745.000000 Penalty: 4481.731445
	Iteration 41Q: 3 clusters Score -801745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -801770.625000 Penalty: 4481.731445
	Iteration 42Q: 3 clusters Score -801770.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -801791.625000 Penalty: 4481.731445
	Iteration 43Q: 3 clusters Score -801791.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -801816.125000 Penalty: 4481.731445
	Iteration 44Q: 3 clusters Score -801816.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -801836.875000 Penalty: 4481.731445
	Iteration 45Q: 3 clusters Score -801836.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -801855.625000 Penalty: 4481.731445
	Iteration 46Q: 3 clusters Score -801855.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -801867.187500 Penalty: 4481.731445
	Iteration 47Q: 3 clusters Score -801867.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -801879.875000 Penalty: 4481.731445
	Iteration 48Q: 3 clusters Score -801879.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -801895.437500 Penalty: 4481.731445
	Iteration 49Q: 3 clusters Score -801895.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -801907.187500 Penalty: 4481.731445
	Iteration 50Q: 3 clusters Score -801907.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -801921.625000 Penalty: 4481.731445
	Iteration 51Q: 3 clusters Score -801921.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -801935.812500 Penalty: 4481.731445
	Iteration 52Q: 3 clusters Score -801935.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -801952.000000 Penalty: 4481.731445
	Iteration 53Q: 3 clusters Score -801952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -801962.000000 Penalty: 4481.731445
	Iteration 54Q: 3 clusters Score -801962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -801969.875000 Penalty: 4481.731445
	Iteration 55Q: 3 clusters Score -801969.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -801980.437500 Penalty: 4481.731445
	Iteration 56Q: 3 clusters Score -801980.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -801986.812500 Penalty: 4481.731445
	Iteration 57Q: 3 clusters Score -801986.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -801993.375000 Penalty: 4481.731445
	Iteration 58Q: 3 clusters Score -801993.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -801999.312500 Penalty: 4481.731445
	Iteration 59Q: 3 clusters Score -801999.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -801999.500000 Penalty: 4481.731445
	Iteration 60F: 3 clusters Score -801999.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -802004.875000 Penalty: 4481.731445
	Iteration 61Q: 3 clusters Score -802004.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -802008.062500 Penalty: 4481.731445
	Iteration 62Q: 3 clusters Score -802008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -802007.937500 Penalty: 4481.731445
	Iteration 63Q: 3 clusters Score -802007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -802009.375000 Penalty: 4481.731445
	Iteration 64Q: 3 clusters Score -802009.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -802010.937500 Penalty: 4481.731445
	Iteration 65Q: 3 clusters Score -802010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -802013.000000 Penalty: 4481.731445
	Iteration 66Q: 3 clusters Score -802013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -802014.937500 Penalty: 4481.731445
	Iteration 67Q: 3 clusters Score -802014.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -802018.187500 Penalty: 4481.731445
	Iteration 68Q: 3 clusters Score -802018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -802018.187500 Penalty: 4481.731445
	Iteration 69Q: 3 clusters Score -802018.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -802020.125000 Penalty: 4481.731445
	Iteration 70Q: 3 clusters Score -802020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -802021.750000 Penalty: 4481.731445
	Iteration 71Q: 3 clusters Score -802021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -802023.812500 Penalty: 4481.731445
	Iteration 72Q: 3 clusters Score -802023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -802027.125000 Penalty: 4481.731445
	Iteration 73Q: 3 clusters Score -802027.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -802028.187500 Penalty: 4481.731445
	Iteration 74Q: 3 clusters Score -802028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -802030.937500 Penalty: 4481.731445
	Iteration 75Q: 3 clusters Score -802030.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -802032.562500 Penalty: 4481.731445
	Iteration 76Q: 3 clusters Score -802032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -802032.812500 Penalty: 4481.731445
	Iteration 77Q: 3 clusters Score -802032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -802033.625000 Penalty: 4481.731445
	Iteration 78Q: 3 clusters Score -802033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -802035.500000 Penalty: 4481.731445
	Iteration 79Q: 3 clusters Score -802035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -802037.625000 Penalty: 4481.731445
	Iteration 80F: 3 clusters Score -802037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -802037.500000 Penalty: 4481.731445
	Iteration 81Q: 3 clusters Score -802037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -802036.375000 Penalty: 4481.731445
	Iteration 82Q: 3 clusters Score -802036.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -802037.687500 Penalty: 4481.731445
	Iteration 83Q: 3 clusters Score -802037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -802035.375000 Penalty: 4481.731445
	Iteration 84Q: 3 clusters Score -802035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -802035.375000 Penalty: 4481.731445
	Iteration 85F: 3 clusters Score -802035.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -495352.968750 Penalty: 2112.610840
	Iteration 0F: 2 clusters Score -495353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -490781.500000 Penalty: 4225.221680
	Iteration 0F: 3 clusters Score -490781.5 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -491917.562500 Penalty: 4225.221680
	Iteration 1F: 3 clusters Score -491917.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -492185.218750 Penalty: 4225.221680
	Iteration 2F: 3 clusters Score -492185.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -492427.187500 Penalty: 4225.221680
	Iteration 3F: 3 clusters Score -492427.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -492618.156250 Penalty: 4225.221680
	Iteration 4F: 3 clusters Score -492618.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -492808.000000 Penalty: 4225.221680
	Iteration 5Q: 3 clusters Score -492808 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -492997.062500 Penalty: 4225.221680
	Iteration 6Q: 3 clusters Score -492997.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -493169.593750 Penalty: 4225.221680
	Iteration 7Q: 3 clusters Score -493169.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -493322.718750 Penalty: 4225.221680
	Iteration 8Q: 3 clusters Score -493322.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -493459.750000 Penalty: 4225.221680
	Iteration 9Q: 3 clusters Score -493459.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -493594.031250 Penalty: 4225.221680
	Iteration 10Q: 3 clusters Score -493594 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -493699.750000 Penalty: 4225.221680
	Iteration 11Q: 3 clusters Score -493699.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -493776.281250 Penalty: 4225.221680
	Iteration 12Q: 3 clusters Score -493776.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -493842.062500 Penalty: 4225.221680
	Iteration 13Q: 3 clusters Score -493842.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -493923.250000 Penalty: 4225.221680
	Iteration 14Q: 3 clusters Score -493923.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -494004.906250 Penalty: 4225.221680
	Iteration 15Q: 3 clusters Score -494004.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -494072.062500 Penalty: 4225.221680
	Iteration 16Q: 3 clusters Score -494072.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -494128.343750 Penalty: 4225.221680
	Iteration 17Q: 3 clusters Score -494128.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -494181.843750 Penalty: 4225.221680
	Iteration 18Q: 3 clusters Score -494181.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -494225.781250 Penalty: 4225.221680
	Iteration 19Q: 3 clusters Score -494225.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -494263.031250 Penalty: 4225.221680
	Iteration 20F: 3 clusters Score -494263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -494301.500000 Penalty: 4225.221680
	Iteration 21Q: 3 clusters Score -494301.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -494341.781250 Penalty: 4225.221680
	Iteration 22Q: 3 clusters Score -494341.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -494372.781250 Penalty: 4225.221680
	Iteration 23Q: 3 clusters Score -494372.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -494393.812500 Penalty: 4225.221680
	Iteration 24Q: 3 clusters Score -494393.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -494405.937500 Penalty: 4225.221680
	Iteration 25Q: 3 clusters Score -494405.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -494418.531250 Penalty: 4225.221680
	Iteration 26Q: 3 clusters Score -494418.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -494434.687500 Penalty: 4225.221680
	Iteration 27Q: 3 clusters Score -494434.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -494450.250000 Penalty: 4225.221680
	Iteration 28Q: 3 clusters Score -494450.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -494463.218750 Penalty: 4225.221680
	Iteration 29Q: 3 clusters Score -494463.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -494473.656250 Penalty: 4225.221680
	Iteration 30Q: 3 clusters Score -494473.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -494486.000000 Penalty: 4225.221680
	Iteration 31Q: 3 clusters Score -494486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -494493.593750 Penalty: 4225.221680
	Iteration 32Q: 3 clusters Score -494493.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -494499.843750 Penalty: 4225.221680
	Iteration 33Q: 3 clusters Score -494499.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -494506.781250 Penalty: 4225.221680
	Iteration 34Q: 3 clusters Score -494506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -494513.312500 Penalty: 4225.221680
	Iteration 35Q: 3 clusters Score -494513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -494514.625000 Penalty: 4225.221680
	Iteration 36Q: 3 clusters Score -494514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -494517.625000 Penalty: 4225.221680
	Iteration 37Q: 3 clusters Score -494517.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -494520.406250 Penalty: 4225.221680
	Iteration 38Q: 3 clusters Score -494520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -494521.843750 Penalty: 4225.221680
	Iteration 39Q: 3 clusters Score -494521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -494523.406250 Penalty: 4225.221680
	Iteration 40F: 3 clusters Score -494523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -494524.875000 Penalty: 4225.221680
	Iteration 41Q: 3 clusters Score -494524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -494524.312500 Penalty: 4225.221680
	Iteration 42Q: 3 clusters Score -494524.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -494524.312500 Penalty: 4225.221680
	Iteration 43F: 3 clusters Score -494524.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -68248.867188 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -68248.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66614.890625 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -66614.89 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66793.179688 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -66793.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66854.382812 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -66854.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66894.507812 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -66894.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66919.179688 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -66919.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66931.335938 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -66931.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66937.632812 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -66937.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66945.898438 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -66945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66958.914062 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -66958.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66971.539062 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -66971.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66979.445312 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -66979.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66981.992188 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -66981.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66987.187500 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -66987.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66990.125000 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -66990.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66990.125000 Penalty: 3209.516602
	Iteration 14F: 3 clusters Score -66990.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Entering Unmasked Estep 
Score: -1470585.750000 Penalty: 2347.795898
	Iteration 0F: 2 clusters Score -1470586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1461000.250000 Penalty: 4695.591797
	Iteration 0F: 3 clusters Score -1461000 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1464066.125000 Penalty: 4695.591797
	Iteration 1F: 3 clusters Score -1464066 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1464401.125000 Penalty: 4695.591797
	Iteration 2F: 3 clusters Score -1464401 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1464632.000000 Penalty: 4695.591797
	Iteration 3Q: 3 clusters Score -1464632 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1464852.000000 Penalty: 4695.591797
	Iteration 4Q: 3 clusters Score -1464852 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1465091.125000 Penalty: 4695.591797
	Iteration 5Q: 3 clusters Score -1465091 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1465303.750000 Penalty: 4695.591797
	Iteration 6Q: 3 clusters Score -1465304 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1465548.750000 Penalty: 4695.591797
	Iteration 7Q: 3 clusters Score -1465549 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1465786.000000 Penalty: 4695.591797
	Iteration 8Q: 3 clusters Score -1465786 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1465997.250000 Penalty: 4695.591797
	Iteration 9Q: 3 clusters Score -1465997 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1466195.250000 Penalty: 4695.591797
	Iteration 10Q: 3 clusters Score -1466195 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1466383.500000 Penalty: 4695.591797
	Iteration 11Q: 3 clusters Score -1466384 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1466560.625000 Penalty: 4695.591797
	Iteration 12Q: 3 clusters Score -1466561 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1466736.000000 Penalty: 4695.591797
	Iteration 13Q: 3 clusters Score -1466736 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1466878.500000 Penalty: 4695.591797
	Iteration 14Q: 3 clusters Score -1466878 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1466998.375000 Penalty: 4695.591797
	Iteration 15Q: 3 clusters Score -1466998 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1467104.500000 Penalty: 4695.591797
	Iteration 16Q: 3 clusters Score -1467104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1467196.250000 Penalty: 4695.591797
	Iteration 17Q: 3 clusters Score -1467196 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1467279.625000 Penalty: 4695.591797
	Iteration 18Q: 3 clusters Score -1467280 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1467371.000000 Penalty: 4695.591797
	Iteration 19Q: 3 clusters Score -1467371 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1467469.125000 Penalty: 4695.591797
	Iteration 20F: 3 clusters Score -1467469 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1467574.125000 Penalty: 4695.591797
	Iteration 21Q: 3 clusters Score -1467574 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1467665.250000 Penalty: 4695.591797
	Iteration 22Q: 3 clusters Score -1467665 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1467763.000000 Penalty: 4695.591797
	Iteration 23Q: 3 clusters Score -1467763 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1467863.375000 Penalty: 4695.591797
	Iteration 24Q: 3 clusters Score -1467863 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1467963.750000 Penalty: 4695.591797
	Iteration 25Q: 3 clusters Score -1467964 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1468058.375000 Penalty: 4695.591797
	Iteration 26Q: 3 clusters Score -1468058 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1468149.875000 Penalty: 4695.591797
	Iteration 27Q: 3 clusters Score -1468150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1468226.500000 Penalty: 4695.591797
	Iteration 28Q: 3 clusters Score -1468226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1468276.750000 Penalty: 4695.591797
	Iteration 29Q: 3 clusters Score -1468277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1468320.000000 Penalty: 4695.591797
	Iteration 30Q: 3 clusters Score -1468320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1468355.625000 Penalty: 4695.591797
	Iteration 31Q: 3 clusters Score -1468356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1468393.750000 Penalty: 4695.591797
	Iteration 32Q: 3 clusters Score -1468394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1468424.750000 Penalty: 4695.591797
	Iteration 33Q: 3 clusters Score -1468425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1468459.000000 Penalty: 4695.591797
	Iteration 34Q: 3 clusters Score -1468459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1468480.250000 Penalty: 4695.591797
	Iteration 35Q: 3 clusters Score -1468480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1468503.875000 Penalty: 4695.591797
	Iteration 36Q: 3 clusters Score -1468504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1468513.125000 Penalty: 4695.591797
	Iteration 37Q: 3 clusters Score -1468513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1468527.750000 Penalty: 4695.591797
	Iteration 38Q: 3 clusters Score -1468528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1468536.375000 Penalty: 4695.591797
	Iteration 39Q: 3 clusters Score -1468536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1468545.875000 Penalty: 4695.591797
	Iteration 40F: 3 clusters Score -1468546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1468556.375000 Penalty: 4695.591797
	Iteration 41Q: 3 clusters Score -1468556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1468567.000000 Penalty: 4695.591797
	Iteration 42Q: 3 clusters Score -1468567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1468569.250000 Penalty: 4695.591797
	Iteration 43Q: 3 clusters Score -1468569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1468571.625000 Penalty: 4695.591797
	Iteration 44Q: 3 clusters Score -1468572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1468571.875000 Penalty: 4695.591797
	Iteration 45Q: 3 clusters Score -1468572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1468572.875000 Penalty: 4695.591797
	Iteration 46Q: 3 clusters Score -1468573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1468573.000000 Penalty: 4695.591797
	Iteration 47Q: 3 clusters Score -1468573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1468576.125000 Penalty: 4695.591797
	Iteration 48Q: 3 clusters Score -1468576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1468583.375000 Penalty: 4695.591797
	Iteration 49Q: 3 clusters Score -1468583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1468584.500000 Penalty: 4695.591797
	Iteration 50Q: 3 clusters Score -1468584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1468584.500000 Penalty: 4695.591797
	Iteration 51F: 3 clusters Score -1468584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -371236.343750 Penalty: 2049.562012
	Iteration 0F: 2 clusters Score -371236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -367414.093750 Penalty: 4099.124023
	Iteration 0F: 3 clusters Score -367414.1 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -368377.156250 Penalty: 4099.124023
	Iteration 1F: 3 clusters Score -368377.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -368642.062500 Penalty: 4099.124023
	Iteration 2F: 3 clusters Score -368642.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -368834.187500 Penalty: 4099.124023
	Iteration 3F: 3 clusters Score -368834.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -369009.812500 Penalty: 4099.124023
	Iteration 4Q: 3 clusters Score -369009.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -369211.937500 Penalty: 4099.124023
	Iteration 5Q: 3 clusters Score -369211.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -369412.406250 Penalty: 4099.124023
	Iteration 6Q: 3 clusters Score -369412.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -369600.187500 Penalty: 4099.124023
	Iteration 7Q: 3 clusters Score -369600.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -369763.187500 Penalty: 4099.124023
	Iteration 8Q: 3 clusters Score -369763.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -369875.375000 Penalty: 4099.124023
	Iteration 9Q: 3 clusters Score -369875.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -369955.781250 Penalty: 4099.124023
	Iteration 10Q: 3 clusters Score -369955.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -370023.593750 Penalty: 4099.124023
	Iteration 11Q: 3 clusters Score -370023.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -370082.812500 Penalty: 4099.124023
	Iteration 12Q: 3 clusters Score -370082.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -370127.000000 Penalty: 4099.124023
	Iteration 13Q: 3 clusters Score -370127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -370165.781250 Penalty: 4099.124023
	Iteration 14Q: 3 clusters Score -370165.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -370195.781250 Penalty: 4099.124023
	Iteration 15Q: 3 clusters Score -370195.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -370221.250000 Penalty: 4099.124023
	Iteration 16Q: 3 clusters Score -370221.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -370230.468750 Penalty: 4099.124023
	Iteration 17Q: 3 clusters Score -370230.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -370234.156250 Penalty: 4099.124023
	Iteration 18Q: 3 clusters Score -370234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -370236.656250 Penalty: 4099.124023
	Iteration 19Q: 3 clusters Score -370236.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -370239.687500 Penalty: 4099.124023
	Iteration 20F: 3 clusters Score -370239.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -370243.406250 Penalty: 4099.124023
	Iteration 21Q: 3 clusters Score -370243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -370246.093750 Penalty: 4099.124023
	Iteration 22Q: 3 clusters Score -370246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -370250.093750 Penalty: 4099.124023
	Iteration 23Q: 3 clusters Score -370250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -370254.031250 Penalty: 4099.124023
	Iteration 24Q: 3 clusters Score -370254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -370257.250000 Penalty: 4099.124023
	Iteration 25Q: 3 clusters Score -370257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -370260.718750 Penalty: 4099.124023
	Iteration 26Q: 3 clusters Score -370260.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -370263.406250 Penalty: 4099.124023
	Iteration 27Q: 3 clusters Score -370263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -370264.593750 Penalty: 4099.124023
	Iteration 28Q: 3 clusters Score -370264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -370266.156250 Penalty: 4099.124023
	Iteration 29Q: 3 clusters Score -370266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -370268.562500 Penalty: 4099.124023
	Iteration 30Q: 3 clusters Score -370268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -370269.593750 Penalty: 4099.124023
	Iteration 31Q: 3 clusters Score -370269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -370269.406250 Penalty: 4099.124023
	Iteration 32Q: 3 clusters Score -370269.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -370269.406250 Penalty: 4099.124023
	Iteration 33F: 3 clusters Score -370269.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (16883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Entering Unmasked Estep 
Score: -1913136.875000 Penalty: 2414.047363
	Iteration 0F: 2 clusters Score -1913137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1901037.375000 Penalty: 4828.094727
	Iteration 0F: 3 clusters Score -1901037 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1905032.500000 Penalty: 4828.094727
	Iteration 1F: 3 clusters Score -1905032 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1905357.375000 Penalty: 4828.094727
	Iteration 2F: 3 clusters Score -1905357 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1905634.750000 Penalty: 4828.094727
	Iteration 3Q: 3 clusters Score -1905635 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1905888.375000 Penalty: 4828.094727
	Iteration 4Q: 3 clusters Score -1905888 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1906127.750000 Penalty: 4828.094727
	Iteration 5Q: 3 clusters Score -1906128 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1906417.500000 Penalty: 4828.094727
	Iteration 6Q: 3 clusters Score -1906418 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1906756.375000 Penalty: 4828.094727
	Iteration 7Q: 3 clusters Score -1906756 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1907159.000000 Penalty: 4828.094727
	Iteration 8Q: 3 clusters Score -1907159 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1907646.125000 Penalty: 4828.094727
	Iteration 9Q: 3 clusters Score -1907646 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1908212.750000 Penalty: 4828.094727
	Iteration 10Q: 3 clusters Score -1908213 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1908800.375000 Penalty: 4828.094727
	Iteration 11Q: 3 clusters Score -1908800 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1909430.125000 Penalty: 4828.094727
	Iteration 12Q: 3 clusters Score -1909430 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1909986.500000 Penalty: 4828.094727
	Iteration 13Q: 3 clusters Score -1909986 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1910400.500000 Penalty: 4828.094727
	Iteration 14Q: 3 clusters Score -1910400 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1910660.625000 Penalty: 4828.094727
	Iteration 15Q: 3 clusters Score -1910661 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1910816.875000 Penalty: 4828.094727
	Iteration 16Q: 3 clusters Score -1910817 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1910911.875000 Penalty: 4828.094727
	Iteration 17Q: 3 clusters Score -1910912 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1910967.375000 Penalty: 4828.094727
	Iteration 18Q: 3 clusters Score -1910967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1911013.625000 Penalty: 4828.094727
	Iteration 19Q: 3 clusters Score -1911014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1911045.250000 Penalty: 4828.094727
	Iteration 20F: 3 clusters Score -1911045 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1911071.625000 Penalty: 4828.094727
	Iteration 21Q: 3 clusters Score -1911072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1911087.625000 Penalty: 4828.094727
	Iteration 22Q: 3 clusters Score -1911088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1911093.500000 Penalty: 4828.094727
	Iteration 23Q: 3 clusters Score -1911094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1911097.875000 Penalty: 4828.094727
	Iteration 24Q: 3 clusters Score -1911098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1911111.750000 Penalty: 4828.094727
	Iteration 25Q: 3 clusters Score -1911112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1911118.125000 Penalty: 4828.094727
	Iteration 26Q: 3 clusters Score -1911118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1911127.000000 Penalty: 4828.094727
	Iteration 27Q: 3 clusters Score -1911127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1911132.250000 Penalty: 4828.094727
	Iteration 28Q: 3 clusters Score -1911132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1911135.500000 Penalty: 4828.094727
	Iteration 29Q: 3 clusters Score -1911136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1911137.500000 Penalty: 4828.094727
	Iteration 30Q: 3 clusters Score -1911138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1911145.875000 Penalty: 4828.094727
	Iteration 31Q: 3 clusters Score -1911146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1911151.875000 Penalty: 4828.094727
	Iteration 32Q: 3 clusters Score -1911152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1911155.500000 Penalty: 4828.094727
	Iteration 33Q: 3 clusters Score -1911156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1911161.375000 Penalty: 4828.094727
	Iteration 34Q: 3 clusters Score -1911161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1911166.500000 Penalty: 4828.094727
	Iteration 35Q: 3 clusters Score -1911166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1911170.125000 Penalty: 4828.094727
	Iteration 36Q: 3 clusters Score -1911170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1911170.750000 Penalty: 4828.094727
	Iteration 37Q: 3 clusters Score -1911171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1911171.000000 Penalty: 4828.094727
	Iteration 38Q: 3 clusters Score -1911171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1911174.125000 Penalty: 4828.094727
	Iteration 39Q: 3 clusters Score -1911174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1911175.250000 Penalty: 4828.094727
	Iteration 40F: 3 clusters Score -1911175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1911177.375000 Penalty: 4828.094727
	Iteration 41Q: 3 clusters Score -1911177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1911177.750000 Penalty: 4828.094727
	Iteration 42Q: 3 clusters Score -1911178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1911178.125000 Penalty: 4828.094727
	Iteration 43Q: 3 clusters Score -1911178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1911178.250000 Penalty: 4828.094727
	Iteration 44Q: 3 clusters Score -1911178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1911178.875000 Penalty: 4828.094727
	Iteration 45Q: 3 clusters Score -1911179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1911183.375000 Penalty: 4828.094727
	Iteration 46Q: 3 clusters Score -1911183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1911181.750000 Penalty: 4828.094727
	Iteration 47Q: 3 clusters Score -1911182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1911182.875000 Penalty: 4828.094727
	Iteration 48Q: 3 clusters Score -1911183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1911185.125000 Penalty: 4828.094727
	Iteration 49Q: 3 clusters Score -1911185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1911188.000000 Penalty: 4828.094727
	Iteration 50Q: 3 clusters Score -1911188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1911188.000000 Penalty: 4828.094727
	Iteration 51Q: 3 clusters Score -1911188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1911190.125000 Penalty: 4828.094727
	Iteration 52Q: 3 clusters Score -1911190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1911189.500000 Penalty: 4828.094727
	Iteration 53Q: 3 clusters Score -1911190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1911188.875000 Penalty: 4828.094727
	Iteration 54Q: 3 clusters Score -1911189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1911190.000000 Penalty: 4828.094727
	Iteration 55Q: 3 clusters Score -1911190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1911186.375000 Penalty: 4828.094727
	Iteration 56Q: 3 clusters Score -1911186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1911187.875000 Penalty: 4828.094727
	Iteration 57Q: 3 clusters Score -1911188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1911190.875000 Penalty: 4828.094727
	Iteration 58Q: 3 clusters Score -1911191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1911190.250000 Penalty: 4828.094727
	Iteration 59Q: 3 clusters Score -1911190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1911191.125000 Penalty: 4828.094727
	Iteration 60F: 3 clusters Score -1911191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1911191.750000 Penalty: 4828.094727
	Iteration 61Q: 3 clusters Score -1911192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1911192.750000 Penalty: 4828.094727
	Iteration 62Q: 3 clusters Score -1911193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1911193.750000 Penalty: 4828.094727
	Iteration 63Q: 3 clusters Score -1911194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1911193.750000 Penalty: 4828.094727
	Iteration 64F: 3 clusters Score -1911194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (14165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Entering Unmasked Estep 
Score: -1637647.875000 Penalty: 2370.515381
	Iteration 0F: 2 clusters Score -1637648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1627310.375000 Penalty: 4741.030762
	Iteration 0F: 3 clusters Score -1627310 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1630525.125000 Penalty: 4741.030762
	Iteration 1F: 3 clusters Score -1630525 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1630839.625000 Penalty: 4741.030762
	Iteration 2F: 3 clusters Score -1630840 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1631036.125000 Penalty: 4741.030762
	Iteration 3Q: 3 clusters Score -1631036 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1631169.000000 Penalty: 4741.030762
	Iteration 4Q: 3 clusters Score -1631169 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1631267.000000 Penalty: 4741.030762
	Iteration 5Q: 3 clusters Score -1631267 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1631345.375000 Penalty: 4741.030762
	Iteration 6Q: 3 clusters Score -1631345 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1631419.875000 Penalty: 4741.030762
	Iteration 7Q: 3 clusters Score -1631420 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1631487.375000 Penalty: 4741.030762
	Iteration 8Q: 3 clusters Score -1631487 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1631571.625000 Penalty: 4741.030762
	Iteration 9Q: 3 clusters Score -1631572 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1631659.375000 Penalty: 4741.030762
	Iteration 10Q: 3 clusters Score -1631659 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1631759.250000 Penalty: 4741.030762
	Iteration 11Q: 3 clusters Score -1631759 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1631869.375000 Penalty: 4741.030762
	Iteration 12Q: 3 clusters Score -1631869 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1632000.875000 Penalty: 4741.030762
	Iteration 13Q: 3 clusters Score -1632001 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1632145.375000 Penalty: 4741.030762
	Iteration 14Q: 3 clusters Score -1632145 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1632299.875000 Penalty: 4741.030762
	Iteration 15Q: 3 clusters Score -1632300 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1632494.875000 Penalty: 4741.030762
	Iteration 16Q: 3 clusters Score -1632495 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1632750.750000 Penalty: 4741.030762
	Iteration 17Q: 3 clusters Score -1632751 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1633065.500000 Penalty: 4741.030762
	Iteration 18Q: 3 clusters Score -1633066 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1633422.750000 Penalty: 4741.030762
	Iteration 19Q: 3 clusters Score -1633423 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1633793.750000 Penalty: 4741.030762
	Iteration 20F: 3 clusters Score -1633794 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1634220.125000 Penalty: 4741.030762
	Iteration 21Q: 3 clusters Score -1634220 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1634613.250000 Penalty: 4741.030762
	Iteration 22Q: 3 clusters Score -1634613 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1634960.625000 Penalty: 4741.030762
	Iteration 23Q: 3 clusters Score -1634961 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1635215.250000 Penalty: 4741.030762
	Iteration 24Q: 3 clusters Score -1635215 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1635389.250000 Penalty: 4741.030762
	Iteration 25Q: 3 clusters Score -1635389 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1635498.875000 Penalty: 4741.030762
	Iteration 26Q: 3 clusters Score -1635499 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1635581.500000 Penalty: 4741.030762
	Iteration 27Q: 3 clusters Score -1635582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1635641.125000 Penalty: 4741.030762
	Iteration 28Q: 3 clusters Score -1635641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1635690.000000 Penalty: 4741.030762
	Iteration 29Q: 3 clusters Score -1635690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1635717.375000 Penalty: 4741.030762
	Iteration 30Q: 3 clusters Score -1635717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1635734.875000 Penalty: 4741.030762
	Iteration 31Q: 3 clusters Score -1635735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1635752.750000 Penalty: 4741.030762
	Iteration 32Q: 3 clusters Score -1635753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1635765.750000 Penalty: 4741.030762
	Iteration 33Q: 3 clusters Score -1635766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1635778.250000 Penalty: 4741.030762
	Iteration 34Q: 3 clusters Score -1635778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1635783.000000 Penalty: 4741.030762
	Iteration 35Q: 3 clusters Score -1635783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1635798.875000 Penalty: 4741.030762
	Iteration 36Q: 3 clusters Score -1635799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1635809.750000 Penalty: 4741.030762
	Iteration 37Q: 3 clusters Score -1635810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1635813.000000 Penalty: 4741.030762
	Iteration 38Q: 3 clusters Score -1635813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1635821.250000 Penalty: 4741.030762
	Iteration 39Q: 3 clusters Score -1635821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1635826.000000 Penalty: 4741.030762
	Iteration 40F: 3 clusters Score -1635826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1635834.750000 Penalty: 4741.030762
	Iteration 41Q: 3 clusters Score -1635835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1635843.000000 Penalty: 4741.030762
	Iteration 42Q: 3 clusters Score -1635843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1635847.625000 Penalty: 4741.030762
	Iteration 43Q: 3 clusters Score -1635848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1635851.000000 Penalty: 4741.030762
	Iteration 44Q: 3 clusters Score -1635851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1635855.125000 Penalty: 4741.030762
	Iteration 45Q: 3 clusters Score -1635855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1635860.000000 Penalty: 4741.030762
	Iteration 46Q: 3 clusters Score -1635860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1635862.625000 Penalty: 4741.030762
	Iteration 47Q: 3 clusters Score -1635863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1635871.375000 Penalty: 4741.030762
	Iteration 48Q: 3 clusters Score -1635871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1635874.000000 Penalty: 4741.030762
	Iteration 49Q: 3 clusters Score -1635874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1635878.375000 Penalty: 4741.030762
	Iteration 50Q: 3 clusters Score -1635878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1635885.625000 Penalty: 4741.030762
	Iteration 51Q: 3 clusters Score -1635886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1635884.375000 Penalty: 4741.030762
	Iteration 52Q: 3 clusters Score -1635884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1635889.125000 Penalty: 4741.030762
	Iteration 53Q: 3 clusters Score -1635889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1635886.250000 Penalty: 4741.030762
	Iteration 54Q: 3 clusters Score -1635886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1635892.000000 Penalty: 4741.030762
	Iteration 55Q: 3 clusters Score -1635892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1635892.750000 Penalty: 4741.030762
	Iteration 56Q: 3 clusters Score -1635893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1635892.125000 Penalty: 4741.030762
	Iteration 57Q: 3 clusters Score -1635892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1635893.250000 Penalty: 4741.030762
	Iteration 58Q: 3 clusters Score -1635893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1635896.125000 Penalty: 4741.030762
	Iteration 59Q: 3 clusters Score -1635896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1635894.125000 Penalty: 4741.030762
	Iteration 60F: 3 clusters Score -1635894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1635895.625000 Penalty: 4741.030762
	Iteration 61Q: 3 clusters Score -1635896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1635903.250000 Penalty: 4741.030762
	Iteration 62Q: 3 clusters Score -1635903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1635905.625000 Penalty: 4741.030762
	Iteration 63Q: 3 clusters Score -1635906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1635906.750000 Penalty: 4741.030762
	Iteration 64Q: 3 clusters Score -1635907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1635909.000000 Penalty: 4741.030762
	Iteration 65Q: 3 clusters Score -1635909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1635910.000000 Penalty: 4741.030762
	Iteration 66Q: 3 clusters Score -1635910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1635913.875000 Penalty: 4741.030762
	Iteration 67Q: 3 clusters Score -1635914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1635914.000000 Penalty: 4741.030762
	Iteration 68Q: 3 clusters Score -1635914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1635915.250000 Penalty: 4741.030762
	Iteration 69Q: 3 clusters Score -1635915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1635914.625000 Penalty: 4741.030762
	Iteration 70Q: 3 clusters Score -1635915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1635915.125000 Penalty: 4741.030762
	Iteration 71Q: 3 clusters Score -1635915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1635916.000000 Penalty: 4741.030762
	Iteration 72Q: 3 clusters Score -1635916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1635918.125000 Penalty: 4741.030762
	Iteration 73Q: 3 clusters Score -1635918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1635917.375000 Penalty: 4741.030762
	Iteration 74Q: 3 clusters Score -1635917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1635919.250000 Penalty: 4741.030762
	Iteration 75Q: 3 clusters Score -1635919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1635919.250000 Penalty: 4741.030762
	Iteration 76F: 3 clusters Score -1635919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -2887414.000000 Penalty: 2514.421631
	Iteration 0F: 2 clusters Score -2887414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2869885.500000 Penalty: 5028.843262
	Iteration 0F: 3 clusters Score -2869886 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2875855.500000 Penalty: 5028.843262
	Iteration 1F: 3 clusters Score -2875856 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2876335.750000 Penalty: 5028.843262
	Iteration 2Q: 3 clusters Score -2876336 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2876993.000000 Penalty: 5028.843262
	Iteration 3F: 3 clusters Score -2876993 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2877880.750000 Penalty: 5028.843262
	Iteration 4F: 3 clusters Score -2877881 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2879173.500000 Penalty: 5028.843262
	Iteration 5F: 3 clusters Score -2879174 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2880652.000000 Penalty: 5028.843262
	Iteration 6F: 3 clusters Score -2880652 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2881943.750000 Penalty: 5028.843262
	Iteration 7F: 3 clusters Score -2881944 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2882876.250000 Penalty: 5028.843262
	Iteration 8F: 3 clusters Score -2882876 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2883507.750000 Penalty: 5028.843262
	Iteration 9Q: 3 clusters Score -2883508 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2883968.000000 Penalty: 5028.843262
	Iteration 10Q: 3 clusters Score -2883968 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2884339.750000 Penalty: 5028.843262
	Iteration 11Q: 3 clusters Score -2884340 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2884660.500000 Penalty: 5028.843262
	Iteration 12Q: 3 clusters Score -2884660 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2884967.250000 Penalty: 5028.843262
	Iteration 13Q: 3 clusters Score -2884967 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2885260.750000 Penalty: 5028.843262
	Iteration 14Q: 3 clusters Score -2885261 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2885563.000000 Penalty: 5028.843262
	Iteration 15Q: 3 clusters Score -2885563 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2885785.000000 Penalty: 5028.843262
	Iteration 16Q: 3 clusters Score -2885785 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2885967.750000 Penalty: 5028.843262
	Iteration 17Q: 3 clusters Score -2885968 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2886123.500000 Penalty: 5028.843262
	Iteration 18Q: 3 clusters Score -2886124 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2886227.250000 Penalty: 5028.843262
	Iteration 19Q: 3 clusters Score -2886227 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2886339.000000 Penalty: 5028.843262
	Iteration 20F: 3 clusters Score -2886339 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2886415.750000 Penalty: 5028.843262
	Iteration 21Q: 3 clusters Score -2886416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2886461.750000 Penalty: 5028.843262
	Iteration 22Q: 3 clusters Score -2886462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2886516.000000 Penalty: 5028.843262
	Iteration 23Q: 3 clusters Score -2886516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2886533.000000 Penalty: 5028.843262
	Iteration 24Q: 3 clusters Score -2886533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2886542.750000 Penalty: 5028.843262
	Iteration 25Q: 3 clusters Score -2886543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2886555.500000 Penalty: 5028.843262
	Iteration 26Q: 3 clusters Score -2886556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2886554.250000 Penalty: 5028.843262
	Iteration 27Q: 3 clusters Score -2886554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2886565.000000 Penalty: 5028.843262
	Iteration 28Q: 3 clusters Score -2886565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2886566.250000 Penalty: 5028.843262
	Iteration 29Q: 3 clusters Score -2886566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2886568.750000 Penalty: 5028.843262
	Iteration 30Q: 3 clusters Score -2886569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2886567.750000 Penalty: 5028.843262
	Iteration 31Q: 3 clusters Score -2886568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2886574.500000 Penalty: 5028.843262
	Iteration 32Q: 3 clusters Score -2886574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2886575.750000 Penalty: 5028.843262
	Iteration 33Q: 3 clusters Score -2886576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2886574.500000 Penalty: 5028.843262
	Iteration 34Q: 3 clusters Score -2886574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2886575.750000 Penalty: 5028.843262
	Iteration 35Q: 3 clusters Score -2886576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2886573.250000 Penalty: 5028.843262
	Iteration 36Q: 3 clusters Score -2886573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2886573.250000 Penalty: 5028.843262
	Iteration 37F: 3 clusters Score -2886573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -68299.742188 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -68299.74 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 324 members 
Entering Unmasked Estep 
Score: -66649.984375 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -66649.98 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66845.921875 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -66845.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66894.179688 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -66894.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66909.734375 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -66909.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66910.687500 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -66910.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66910.687500 Penalty: 3219.398926
	Iteration 5F: 3 clusters Score -66910.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (12903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Entering Unmasked Estep 
Score: -1484307.750000 Penalty: 2347.373291
	Iteration 0F: 2 clusters Score -1484308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1474784.375000 Penalty: 4694.746582
	Iteration 0F: 3 clusters Score -1474784 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1477823.125000 Penalty: 4694.746582
	Iteration 1F: 3 clusters Score -1477823 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1478171.375000 Penalty: 4694.746582
	Iteration 2F: 3 clusters Score -1478171 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1478517.250000 Penalty: 4694.746582
	Iteration 3F: 3 clusters Score -1478517 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1478846.250000 Penalty: 4694.746582
	Iteration 4Q: 3 clusters Score -1478846 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1479165.500000 Penalty: 4694.746582
	Iteration 5Q: 3 clusters Score -1479166 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1479527.500000 Penalty: 4694.746582
	Iteration 6Q: 3 clusters Score -1479528 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1479925.625000 Penalty: 4694.746582
	Iteration 7Q: 3 clusters Score -1479926 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1480350.250000 Penalty: 4694.746582
	Iteration 8Q: 3 clusters Score -1480350 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1480765.500000 Penalty: 4694.746582
	Iteration 9Q: 3 clusters Score -1480766 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1481166.500000 Penalty: 4694.746582
	Iteration 10Q: 3 clusters Score -1481166 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1481480.875000 Penalty: 4694.746582
	Iteration 11Q: 3 clusters Score -1481481 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1481735.375000 Penalty: 4694.746582
	Iteration 12Q: 3 clusters Score -1481735 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1481931.125000 Penalty: 4694.746582
	Iteration 13Q: 3 clusters Score -1481931 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1482029.125000 Penalty: 4694.746582
	Iteration 14Q: 3 clusters Score -1482029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1482082.625000 Penalty: 4694.746582
	Iteration 15Q: 3 clusters Score -1482083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1482128.250000 Penalty: 4694.746582
	Iteration 16Q: 3 clusters Score -1482128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1482161.625000 Penalty: 4694.746582
	Iteration 17Q: 3 clusters Score -1482162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1482179.750000 Penalty: 4694.746582
	Iteration 18Q: 3 clusters Score -1482180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1482198.125000 Penalty: 4694.746582
	Iteration 19Q: 3 clusters Score -1482198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1482204.750000 Penalty: 4694.746582
	Iteration 20F: 3 clusters Score -1482205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1482210.250000 Penalty: 4694.746582
	Iteration 21Q: 3 clusters Score -1482210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1482214.250000 Penalty: 4694.746582
	Iteration 22Q: 3 clusters Score -1482214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1482214.125000 Penalty: 4694.746582
	Iteration 23Q: 3 clusters Score -1482214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1482217.250000 Penalty: 4694.746582
	Iteration 24Q: 3 clusters Score -1482217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1482222.750000 Penalty: 4694.746582
	Iteration 25Q: 3 clusters Score -1482223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1482236.250000 Penalty: 4694.746582
	Iteration 26Q: 3 clusters Score -1482236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1482241.625000 Penalty: 4694.746582
	Iteration 27Q: 3 clusters Score -1482242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1482246.125000 Penalty: 4694.746582
	Iteration 28Q: 3 clusters Score -1482246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1482246.750000 Penalty: 4694.746582
	Iteration 29Q: 3 clusters Score -1482247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1482247.125000 Penalty: 4694.746582
	Iteration 30Q: 3 clusters Score -1482247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1482250.875000 Penalty: 4694.746582
	Iteration 31Q: 3 clusters Score -1482251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1482250.500000 Penalty: 4694.746582
	Iteration 32Q: 3 clusters Score -1482250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1482250.500000 Penalty: 4694.746582
	Iteration 33Q: 3 clusters Score -1482250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1482249.625000 Penalty: 4694.746582
	Iteration 34Q: 3 clusters Score -1482250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1482249.625000 Penalty: 4694.746582
	Iteration 35F: 3 clusters Score -1482250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52936 members 
Mstep: Class 4 contains 213987 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16102 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34511 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108343 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9036 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13638 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8380 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24963 members 
Mstep: Class 28 contains 45400 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5229 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36813 members 
Mstep: Class 47 contains 27839 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10474 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16128 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12925 members 
Mstep: Class 66 contains 3883 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14165 members 
Mstep: Class 69 contains 25306 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312688.000000 Penalty: 247769.875000
Iteration 319Q: 72 clusters Score -1.393127e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52938 members 
Mstep: Class 4 contains 213989 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16104 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34508 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108343 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13638 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8381 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24964 members 
Mstep: Class 28 contains 45399 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5231 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6734 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36794 members 
Mstep: Class 47 contains 27839 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10475 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16132 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12923 members 
Mstep: Class 66 contains 3883 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14165 members 
Mstep: Class 69 contains 25306 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312784.000000 Penalty: 247769.875000
Iteration 320F: 72 clusters Score -1.393128e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52942 members 
Mstep: Class 4 contains 213984 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16107 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34505 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108341 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9047 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13678 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13639 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8385 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24965 members 
Mstep: Class 28 contains 45398 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5231 members 
Mstep: Class 39 contains 14135 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6735 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36781 members 
Mstep: Class 47 contains 27838 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10476 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16136 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12923 members 
Mstep: Class 66 contains 3882 members 
Mstep: Class 67 contains 16882 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25306 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312784.000000 Penalty: 247769.875000
Iteration 321Q: 72 clusters Score -1.393128e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52945 members 
Mstep: Class 4 contains 213983 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16108 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34505 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108341 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13639 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8386 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24963 members 
Mstep: Class 28 contains 45397 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5231 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6737 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36771 members 
Mstep: Class 47 contains 27835 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10481 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16135 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12923 members 
Mstep: Class 66 contains 3881 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25306 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312768.000000 Penalty: 247769.875000
Iteration 322Q: 72 clusters Score -1.393128e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52950 members 
Mstep: Class 4 contains 213980 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16110 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34503 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108341 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13640 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8386 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24963 members 
Mstep: Class 28 contains 45396 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5231 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6738 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36753 members 
Mstep: Class 47 contains 27835 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 10489 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16134 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12923 members 
Mstep: Class 66 contains 3883 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25306 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312768.000000 Penalty: 247769.875000
Iteration 323Q: 72 clusters Score -1.393128e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52953 members 
Mstep: Class 4 contains 213979 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16111 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34502 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108338 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13642 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8386 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24965 members 
Mstep: Class 28 contains 45397 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5231 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6738 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 36736 members 
Mstep: Class 47 contains 27835 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8032 members 
Mstep: Class 54 contains 10498 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16136 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12925 members 
Mstep: Class 66 contains 3884 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25306 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312720.000000 Penalty: 247769.875000
Iteration 324Q: 72 clusters Score -1.393127e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52957 members 
Mstep: Class 4 contains 213977 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34502 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108334 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13642 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8387 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24966 members 
Mstep: Class 28 contains 45397 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5231 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6737 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36719 members 
Mstep: Class 47 contains 27835 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8032 members 
Mstep: Class 54 contains 10503 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16138 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20714 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8398 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12925 members 
Mstep: Class 66 contains 3886 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25307 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312736.000000 Penalty: 247769.875000
Iteration 325Q: 72 clusters Score -1.393127e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52958 members 
Mstep: Class 4 contains 213974 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34502 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108334 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9062 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13642 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8387 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24967 members 
Mstep: Class 28 contains 45395 members 
Mstep: Class 29 contains 12009 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5231 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6737 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36700 members 
Mstep: Class 47 contains 27835 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8032 members 
Mstep: Class 54 contains 10514 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16138 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8399 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12926 members 
Mstep: Class 66 contains 3887 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25307 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312640.000000 Penalty: 247769.875000
Iteration 326Q: 72 clusters Score -1.393126e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52960 members 
Mstep: Class 4 contains 213976 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34502 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108335 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9067 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13642 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8387 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24967 members 
Mstep: Class 28 contains 45395 members 
Mstep: Class 29 contains 12008 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5232 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6737 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36679 members 
Mstep: Class 47 contains 27835 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8031 members 
Mstep: Class 54 contains 10525 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16137 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8399 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12926 members 
Mstep: Class 66 contains 3887 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25308 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312640.000000 Penalty: 247769.875000
Iteration 327Q: 72 clusters Score -1.393126e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52961 members 
Mstep: Class 4 contains 213981 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16117 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34502 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108340 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13643 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8390 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24970 members 
Mstep: Class 28 contains 45395 members 
Mstep: Class 29 contains 12008 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5233 members 
Mstep: Class 39 contains 14135 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6737 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36646 members 
Mstep: Class 47 contains 27834 members 
Mstep: Class 48 contains 4652 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8031 members 
Mstep: Class 54 contains 10528 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16138 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20714 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8399 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12926 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25308 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312640.000000 Penalty: 247769.875000
Iteration 328Q: 72 clusters Score -1.393126e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52963 members 
Mstep: Class 4 contains 213980 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108338 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9087 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13648 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8394 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24973 members 
Mstep: Class 28 contains 45394 members 
Mstep: Class 29 contains 12008 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5235 members 
Mstep: Class 39 contains 14135 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6738 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36619 members 
Mstep: Class 47 contains 27834 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4924 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8031 members 
Mstep: Class 54 contains 10533 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16141 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20714 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8399 members 
Mstep: Class 63 contains 5008 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12926 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25308 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312640.000000 Penalty: 247769.875000
Iteration 329Q: 72 clusters Score -1.393126e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52968 members 
Mstep: Class 4 contains 213983 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108338 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13651 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8396 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24978 members 
Mstep: Class 28 contains 45394 members 
Mstep: Class 29 contains 12008 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5236 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6740 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36576 members 
Mstep: Class 47 contains 27832 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4925 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8031 members 
Mstep: Class 54 contains 10540 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16145 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8399 members 
Mstep: Class 63 contains 5008 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12925 members 
Mstep: Class 66 contains 3889 members 
Mstep: Class 67 contains 16882 members 
Mstep: Class 68 contains 14163 members 
Mstep: Class 69 contains 25308 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312704.000000 Penalty: 247769.875000
Iteration 330Q: 72 clusters Score -1.393127e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 52972 members 
Mstep: Class 4 contains 213984 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14691 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108340 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13653 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8395 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24981 members 
Mstep: Class 28 contains 45397 members 
Mstep: Class 29 contains 12008 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5238 members 
Mstep: Class 39 contains 14135 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6741 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36543 members 
Mstep: Class 47 contains 27831 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4926 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8030 members 
Mstep: Class 54 contains 10548 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16147 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20714 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8399 members 
Mstep: Class 63 contains 5008 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12925 members 
Mstep: Class 66 contains 3887 members 
Mstep: Class 67 contains 16882 members 
Mstep: Class 68 contains 14163 members 
Mstep: Class 69 contains 25309 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312736.000000 Penalty: 247769.875000
Iteration 331Q: 72 clusters Score -1.393127e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 52976 members 
Mstep: Class 4 contains 213984 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108339 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9129 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13658 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24981 members 
Mstep: Class 28 contains 45398 members 
Mstep: Class 29 contains 12008 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5882 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5238 members 
Mstep: Class 39 contains 14135 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6742 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36499 members 
Mstep: Class 47 contains 27828 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3205 members 
Mstep: Class 53 contains 8028 members 
Mstep: Class 54 contains 10558 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16150 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20714 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8400 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12925 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16882 members 
Mstep: Class 68 contains 14163 members 
Mstep: Class 69 contains 25313 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312752.000000 Penalty: 247769.875000
Iteration 332Q: 72 clusters Score -1.393128e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 52990 members 
Mstep: Class 4 contains 213983 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108336 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9139 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13663 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24983 members 
Mstep: Class 28 contains 45398 members 
Mstep: Class 29 contains 12007 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5239 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6743 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36453 members 
Mstep: Class 47 contains 27825 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8028 members 
Mstep: Class 54 contains 10571 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16151 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20714 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8403 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12923 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16882 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25316 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312864.000000 Penalty: 247769.875000
Iteration 333Q: 72 clusters Score -1.393129e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 52995 members 
Mstep: Class 4 contains 213986 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2623 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34502 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108335 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9150 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13667 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8406 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24984 members 
Mstep: Class 28 contains 45401 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5239 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6744 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4743 members 
Mstep: Class 46 contains 36413 members 
Mstep: Class 47 contains 27823 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8028 members 
Mstep: Class 54 contains 10578 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16152 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12922 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16882 members 
Mstep: Class 68 contains 14164 members 
Mstep: Class 69 contains 25319 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312848.000000 Penalty: 247769.875000
Iteration 334Q: 72 clusters Score -1.393128e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 53001 members 
Mstep: Class 4 contains 213988 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34502 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108334 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13669 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8411 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24984 members 
Mstep: Class 28 contains 45402 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5237 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6744 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4744 members 
Mstep: Class 46 contains 36377 members 
Mstep: Class 47 contains 27821 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8027 members 
Mstep: Class 54 contains 10582 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16156 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8405 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12921 members 
Mstep: Class 66 contains 3887 members 
Mstep: Class 67 contains 16882 members 
Mstep: Class 68 contains 14161 members 
Mstep: Class 69 contains 25322 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312896.000000 Penalty: 247769.875000
Iteration 335Q: 72 clusters Score -1.393129e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 53008 members 
Mstep: Class 4 contains 213991 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108328 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9190 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8417 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24986 members 
Mstep: Class 28 contains 45397 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5239 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6744 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4743 members 
Mstep: Class 46 contains 36327 members 
Mstep: Class 47 contains 27817 members 
Mstep: Class 48 contains 4650 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8027 members 
Mstep: Class 54 contains 10587 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16159 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8406 members 
Mstep: Class 63 contains 5007 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12921 members 
Mstep: Class 66 contains 3887 members 
Mstep: Class 67 contains 16882 members 
Mstep: Class 68 contains 14158 members 
Mstep: Class 69 contains 25326 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312832.000000 Penalty: 247769.875000
Iteration 336Q: 72 clusters Score -1.393128e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 53024 members 
Mstep: Class 4 contains 213989 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108325 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9209 members 
Mstep: Class 17 contains 128317 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13678 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13682 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8422 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24990 members 
Mstep: Class 28 contains 45396 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5239 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6746 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4743 members 
Mstep: Class 46 contains 36279 members 
Mstep: Class 47 contains 27815 members 
Mstep: Class 48 contains 4649 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8027 members 
Mstep: Class 54 contains 10592 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16160 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8406 members 
Mstep: Class 63 contains 5008 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12922 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14158 members 
Mstep: Class 69 contains 25326 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312752.000000 Penalty: 247769.875000
Iteration 337Q: 72 clusters Score -1.393128e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53036 members 
Mstep: Class 4 contains 213984 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108322 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9223 members 
Mstep: Class 17 contains 128317 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13678 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13686 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8427 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24989 members 
Mstep: Class 28 contains 45398 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5241 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6748 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6861 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36242 members 
Mstep: Class 47 contains 27814 members 
Mstep: Class 48 contains 4650 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8026 members 
Mstep: Class 54 contains 10595 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16162 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12922 members 
Mstep: Class 66 contains 3890 members 
Mstep: Class 67 contains 16881 members 
Mstep: Class 68 contains 14157 members 
Mstep: Class 69 contains 25327 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312912.000000 Penalty: 247769.875000
Iteration 338Q: 72 clusters Score -1.393129e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53041 members 
Mstep: Class 4 contains 213981 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108318 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9244 members 
Mstep: Class 17 contains 128317 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13691 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8427 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24991 members 
Mstep: Class 28 contains 45397 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10787 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5880 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5245 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6750 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36211 members 
Mstep: Class 47 contains 27815 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8024 members 
Mstep: Class 54 contains 10595 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16162 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12923 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16882 members 
Mstep: Class 68 contains 14156 members 
Mstep: Class 69 contains 25330 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312992.000000 Penalty: 247769.875000
Iteration 339Q: 72 clusters Score -1.39313e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53058 members 
Mstep: Class 4 contains 213980 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108315 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9262 members 
Mstep: Class 17 contains 128317 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13697 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8426 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24991 members 
Mstep: Class 28 contains 45394 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10789 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6752 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36176 members 
Mstep: Class 47 contains 27814 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8021 members 
Mstep: Class 54 contains 10595 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16162 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12921 members 
Mstep: Class 66 contains 3887 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14155 members 
Mstep: Class 69 contains 25333 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312976.000000 Penalty: 247769.875000
Iteration 340F: 72 clusters Score -1.39313e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53068 members 
Mstep: Class 4 contains 213977 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108311 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9283 members 
Mstep: Class 17 contains 128317 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13700 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24992 members 
Mstep: Class 28 contains 45393 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10788 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5246 members 
Mstep: Class 39 contains 14138 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6753 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36147 members 
Mstep: Class 47 contains 27813 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8020 members 
Mstep: Class 54 contains 10599 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16163 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20716 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12918 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14155 members 
Mstep: Class 69 contains 25333 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312896.000000 Penalty: 247769.875000
Iteration 341Q: 72 clusters Score -1.393129e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53072 members 
Mstep: Class 4 contains 213974 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108307 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9299 members 
Mstep: Class 17 contains 128317 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13702 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24996 members 
Mstep: Class 28 contains 45390 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10788 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5245 members 
Mstep: Class 39 contains 14141 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6753 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6864 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 36127 members 
Mstep: Class 47 contains 27810 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8017 members 
Mstep: Class 54 contains 10601 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16165 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20716 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12919 members 
Mstep: Class 66 contains 3889 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25335 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312816.000000 Penalty: 247769.875000
Iteration 342Q: 72 clusters Score -1.393128e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53070 members 
Mstep: Class 4 contains 213976 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108306 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9314 members 
Mstep: Class 17 contains 128317 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13707 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8429 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 24999 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10788 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 14140 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6754 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6865 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36103 members 
Mstep: Class 47 contains 27809 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8012 members 
Mstep: Class 54 contains 10600 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16166 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12917 members 
Mstep: Class 66 contains 3890 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25340 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312928.000000 Penalty: 247769.875000
Iteration 343Q: 72 clusters Score -1.393129e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53070 members 
Mstep: Class 4 contains 213970 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108301 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9329 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8430 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25003 members 
Mstep: Class 28 contains 45392 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10787 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5250 members 
Mstep: Class 39 contains 14138 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6755 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6866 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36085 members 
Mstep: Class 47 contains 27808 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8009 members 
Mstep: Class 54 contains 10601 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16166 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12915 members 
Mstep: Class 66 contains 3890 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25343 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312864.000000 Penalty: 247769.875000
Iteration 344Q: 72 clusters Score -1.393129e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53072 members 
Mstep: Class 4 contains 213967 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108301 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9348 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13719 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8431 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25004 members 
Mstep: Class 28 contains 45388 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10787 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5251 members 
Mstep: Class 39 contains 14139 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6758 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6868 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36062 members 
Mstep: Class 47 contains 27809 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8008 members 
Mstep: Class 54 contains 10600 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16165 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12914 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14150 members 
Mstep: Class 69 contains 25344 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312832.000000 Penalty: 247769.875000
Iteration 345Q: 72 clusters Score -1.393128e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53074 members 
Mstep: Class 4 contains 213961 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108300 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9363 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13724 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8431 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25006 members 
Mstep: Class 28 contains 45387 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10788 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 5251 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6760 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6869 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36047 members 
Mstep: Class 47 contains 27809 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8007 members 
Mstep: Class 54 contains 10600 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16166 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12914 members 
Mstep: Class 66 contains 3886 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14150 members 
Mstep: Class 69 contains 25346 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312912.000000 Penalty: 247769.875000
Iteration 346Q: 72 clusters Score -1.393129e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53074 members 
Mstep: Class 4 contains 213960 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16111 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108301 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9382 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13730 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8430 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25005 members 
Mstep: Class 28 contains 45387 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10787 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5251 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6759 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6869 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 36025 members 
Mstep: Class 47 contains 27809 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8009 members 
Mstep: Class 54 contains 10601 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16167 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8181 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12914 members 
Mstep: Class 66 contains 3886 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14150 members 
Mstep: Class 69 contains 25346 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312944.000000 Penalty: 247769.875000
Iteration 347Q: 72 clusters Score -1.393129e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53072 members 
Mstep: Class 4 contains 213959 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16110 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108299 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9400 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13736 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8431 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25007 members 
Mstep: Class 28 contains 45388 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5253 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6759 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6869 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 35997 members 
Mstep: Class 47 contains 27809 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8008 members 
Mstep: Class 54 contains 10605 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16168 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12915 members 
Mstep: Class 66 contains 3886 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14150 members 
Mstep: Class 69 contains 25347 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312912.000000 Penalty: 247769.875000
Iteration 348Q: 72 clusters Score -1.393129e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53074 members 
Mstep: Class 4 contains 213957 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16111 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108295 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9415 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13673 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13738 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8431 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25009 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10785 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5255 members 
Mstep: Class 39 contains 14137 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6759 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6869 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 35975 members 
Mstep: Class 47 contains 27809 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8006 members 
Mstep: Class 54 contains 10610 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16170 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12911 members 
Mstep: Class 66 contains 3885 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14151 members 
Mstep: Class 69 contains 25348 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312784.000000 Penalty: 247769.875000
Iteration 349Q: 72 clusters Score -1.393128e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53073 members 
Mstep: Class 4 contains 213954 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108292 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13673 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13739 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8430 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25011 members 
Mstep: Class 28 contains 45392 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10784 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5257 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6759 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6870 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 35952 members 
Mstep: Class 47 contains 27808 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8005 members 
Mstep: Class 54 contains 10614 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16172 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8403 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3885 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25349 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312848.000000 Penalty: 247769.875000
Iteration 350Q: 72 clusters Score -1.393128e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53074 members 
Mstep: Class 4 contains 213951 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16117 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108291 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9447 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13673 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13742 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8431 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25012 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5259 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6762 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6870 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 35923 members 
Mstep: Class 47 contains 27807 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 8003 members 
Mstep: Class 54 contains 10619 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16173 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8403 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12911 members 
Mstep: Class 66 contains 3888 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25350 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312752.000000 Penalty: 247769.875000
Iteration 351Q: 72 clusters Score -1.393128e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53077 members 
Mstep: Class 4 contains 213946 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16117 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108290 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9465 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13672 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13754 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8432 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25014 members 
Mstep: Class 28 contains 45390 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5258 members 
Mstep: Class 39 contains 14136 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6762 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6870 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 35892 members 
Mstep: Class 47 contains 27806 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7999 members 
Mstep: Class 54 contains 10621 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16175 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8403 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12911 members 
Mstep: Class 66 contains 3891 members 
Mstep: Class 67 contains 16883 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25352 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312896.000000 Penalty: 247769.875000
Iteration 352Q: 72 clusters Score -1.393129e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53081 members 
Mstep: Class 4 contains 213942 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16121 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34496 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108291 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9481 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13761 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8433 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25015 members 
Mstep: Class 28 contains 45390 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5255 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6763 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6871 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 35854 members 
Mstep: Class 47 contains 27806 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7998 members 
Mstep: Class 54 contains 10628 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 16176 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8403 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12911 members 
Mstep: Class 66 contains 3895 members 
Mstep: Class 67 contains 16884 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25352 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312880.000000 Penalty: 247769.875000
Iteration 353Q: 72 clusters Score -1.393129e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53082 members 
Mstep: Class 4 contains 213937 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16121 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34496 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108295 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9505 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13672 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13770 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8430 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25015 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5257 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6764 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 35808 members 
Mstep: Class 47 contains 27806 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7998 members 
Mstep: Class 54 contains 10635 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16177 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8403 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12911 members 
Mstep: Class 66 contains 3898 members 
Mstep: Class 67 contains 16885 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25351 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312848.000000 Penalty: 247769.875000
Iteration 354Q: 72 clusters Score -1.393128e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53084 members 
Mstep: Class 4 contains 213936 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16122 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108297 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9532 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13780 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8430 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25016 members 
Mstep: Class 28 contains 45389 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 5257 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6765 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4742 members 
Mstep: Class 46 contains 35757 members 
Mstep: Class 47 contains 27805 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7999 members 
Mstep: Class 54 contains 10643 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 16179 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3899 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25349 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139312960.000000 Penalty: 247769.875000
Iteration 355Q: 72 clusters Score -1.39313e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53083 members 
Mstep: Class 4 contains 213933 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16121 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108294 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13667 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13789 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8433 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25016 members 
Mstep: Class 28 contains 45389 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10785 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5258 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6765 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4743 members 
Mstep: Class 46 contains 35699 members 
Mstep: Class 47 contains 27804 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7999 members 
Mstep: Class 54 contains 10648 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16182 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12909 members 
Mstep: Class 66 contains 3903 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25351 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313056.000000 Penalty: 247769.875000
Iteration 356Q: 72 clusters Score -1.393131e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53087 members 
Mstep: Class 4 contains 213926 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16124 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108292 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9602 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13667 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13800 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8436 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25020 members 
Mstep: Class 28 contains 45390 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10784 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5254 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6769 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4744 members 
Mstep: Class 46 contains 35644 members 
Mstep: Class 47 contains 27802 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7999 members 
Mstep: Class 54 contains 10656 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16183 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3903 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25353 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313024.000000 Penalty: 247769.875000
Iteration 357Q: 72 clusters Score -1.39313e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 53088 members 
Mstep: Class 4 contains 213923 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16126 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34500 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108288 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13803 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8439 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25020 members 
Mstep: Class 28 contains 45389 members 
Mstep: Class 29 contains 12006 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5252 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6775 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4746 members 
Mstep: Class 46 contains 35583 members 
Mstep: Class 47 contains 27802 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7998 members 
Mstep: Class 54 contains 10666 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16181 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12907 members 
Mstep: Class 66 contains 3902 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25355 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313120.000000 Penalty: 247769.875000
Iteration 358Q: 72 clusters Score -1.393131e+08 nChanged 114
Entering ConstructFrom: 
Score: -139313120.000000 Penalty: 247769.875000
Entering ConstructFrom: 
Trying to split cluster 1 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -310047.937500 Penalty: 1977.939941
	Iteration 0F: 2 clusters Score -310047.9 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 1465 members 
Entering Unmasked Estep 
Score: -306845.343750 Penalty: 3955.879883
	Iteration 0F: 3 clusters Score -306845.3 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -307501.125000 Penalty: 3955.879883
	Iteration 1F: 3 clusters Score -307501.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -307638.343750 Penalty: 3955.879883
	Iteration 2F: 3 clusters Score -307638.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -307716.562500 Penalty: 3955.879883
	Iteration 3Q: 3 clusters Score -307716.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -307770.968750 Penalty: 3955.879883
	Iteration 4Q: 3 clusters Score -307771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -307794.531250 Penalty: 3955.879883
	Iteration 5Q: 3 clusters Score -307794.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -307807.906250 Penalty: 3955.879883
	Iteration 6Q: 3 clusters Score -307807.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -307820.968750 Penalty: 3955.879883
	Iteration 7Q: 3 clusters Score -307821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -307839.562500 Penalty: 3955.879883
	Iteration 8Q: 3 clusters Score -307839.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -307856.875000 Penalty: 3955.879883
	Iteration 9Q: 3 clusters Score -307856.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -307869.687500 Penalty: 3955.879883
	Iteration 10Q: 3 clusters Score -307869.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -307881.562500 Penalty: 3955.879883
	Iteration 11Q: 3 clusters Score -307881.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -307893.656250 Penalty: 3955.879883
	Iteration 12Q: 3 clusters Score -307893.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -307903.031250 Penalty: 3955.879883
	Iteration 13Q: 3 clusters Score -307903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -307911.375000 Penalty: 3955.879883
	Iteration 14Q: 3 clusters Score -307911.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -307922.468750 Penalty: 3955.879883
	Iteration 15Q: 3 clusters Score -307922.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -307932.718750 Penalty: 3955.879883
	Iteration 16Q: 3 clusters Score -307932.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -307940.968750 Penalty: 3955.879883
	Iteration 17Q: 3 clusters Score -307941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -307950.343750 Penalty: 3955.879883
	Iteration 18Q: 3 clusters Score -307950.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -307962.250000 Penalty: 3955.879883
	Iteration 19Q: 3 clusters Score -307962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -307973.468750 Penalty: 3955.879883
	Iteration 20F: 3 clusters Score -307973.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -307986.750000 Penalty: 3955.879883
	Iteration 21Q: 3 clusters Score -307986.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -308000.593750 Penalty: 3955.879883
	Iteration 22Q: 3 clusters Score -308000.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -308010.156250 Penalty: 3955.879883
	Iteration 23Q: 3 clusters Score -308010.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -308018.093750 Penalty: 3955.879883
	Iteration 24Q: 3 clusters Score -308018.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -308023.000000 Penalty: 3955.879883
	Iteration 25Q: 3 clusters Score -308023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -308028.375000 Penalty: 3955.879883
	Iteration 26Q: 3 clusters Score -308028.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -308032.156250 Penalty: 3955.879883
	Iteration 27Q: 3 clusters Score -308032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -308034.625000 Penalty: 3955.879883
	Iteration 28Q: 3 clusters Score -308034.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -308041.656250 Penalty: 3955.879883
	Iteration 29Q: 3 clusters Score -308041.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -308050.718750 Penalty: 3955.879883
	Iteration 30Q: 3 clusters Score -308050.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -308057.968750 Penalty: 3955.879883
	Iteration 31Q: 3 clusters Score -308058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -308067.937500 Penalty: 3955.879883
	Iteration 32Q: 3 clusters Score -308067.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -308073.187500 Penalty: 3955.879883
	Iteration 33Q: 3 clusters Score -308073.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -308079.968750 Penalty: 3955.879883
	Iteration 34Q: 3 clusters Score -308080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -308088.343750 Penalty: 3955.879883
	Iteration 35Q: 3 clusters Score -308088.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -308098.312500 Penalty: 3955.879883
	Iteration 36Q: 3 clusters Score -308098.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -308107.625000 Penalty: 3955.879883
	Iteration 37Q: 3 clusters Score -308107.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -308115.781250 Penalty: 3955.879883
	Iteration 38Q: 3 clusters Score -308115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -308123.156250 Penalty: 3955.879883
	Iteration 39Q: 3 clusters Score -308123.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -308132.062500 Penalty: 3955.879883
	Iteration 40F: 3 clusters Score -308132.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -308140.562500 Penalty: 3955.879883
	Iteration 41Q: 3 clusters Score -308140.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -308149.750000 Penalty: 3955.879883
	Iteration 42Q: 3 clusters Score -308149.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -308163.062500 Penalty: 3955.879883
	Iteration 43Q: 3 clusters Score -308163.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -308177.250000 Penalty: 3955.879883
	Iteration 44Q: 3 clusters Score -308177.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -308194.781250 Penalty: 3955.879883
	Iteration 45Q: 3 clusters Score -308194.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -308213.687500 Penalty: 3955.879883
	Iteration 46Q: 3 clusters Score -308213.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -308234.875000 Penalty: 3955.879883
	Iteration 47Q: 3 clusters Score -308234.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -308261.812500 Penalty: 3955.879883
	Iteration 48Q: 3 clusters Score -308261.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -308284.968750 Penalty: 3955.879883
	Iteration 49Q: 3 clusters Score -308285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -308315.375000 Penalty: 3955.879883
	Iteration 50Q: 3 clusters Score -308315.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -308333.468750 Penalty: 3955.879883
	Iteration 51Q: 3 clusters Score -308333.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -308351.937500 Penalty: 3955.879883
	Iteration 52Q: 3 clusters Score -308351.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -308376.593750 Penalty: 3955.879883
	Iteration 53Q: 3 clusters Score -308376.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -308406.250000 Penalty: 3955.879883
	Iteration 54Q: 3 clusters Score -308406.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -308427.656250 Penalty: 3955.879883
	Iteration 55Q: 3 clusters Score -308427.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -308451.750000 Penalty: 3955.879883
	Iteration 56Q: 3 clusters Score -308451.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -308467.187500 Penalty: 3955.879883
	Iteration 57Q: 3 clusters Score -308467.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -308479.906250 Penalty: 3955.879883
	Iteration 58Q: 3 clusters Score -308479.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -308489.750000 Penalty: 3955.879883
	Iteration 59Q: 3 clusters Score -308489.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -308498.125000 Penalty: 3955.879883
	Iteration 60F: 3 clusters Score -308498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -308505.218750 Penalty: 3955.879883
	Iteration 61Q: 3 clusters Score -308505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -308509.750000 Penalty: 3955.879883
	Iteration 62Q: 3 clusters Score -308509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -308517.656250 Penalty: 3955.879883
	Iteration 63Q: 3 clusters Score -308517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -308522.781250 Penalty: 3955.879883
	Iteration 64Q: 3 clusters Score -308522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -308527.187500 Penalty: 3955.879883
	Iteration 65Q: 3 clusters Score -308527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -308532.218750 Penalty: 3955.879883
	Iteration 66Q: 3 clusters Score -308532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -308549.468750 Penalty: 3955.879883
	Iteration 67Q: 3 clusters Score -308549.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -308563.750000 Penalty: 3955.879883
	Iteration 68Q: 3 clusters Score -308563.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -308574.812500 Penalty: 3955.879883
	Iteration 69Q: 3 clusters Score -308574.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -308586.687500 Penalty: 3955.879883
	Iteration 70Q: 3 clusters Score -308586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -308595.281250 Penalty: 3955.879883
	Iteration 71Q: 3 clusters Score -308595.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -308597.843750 Penalty: 3955.879883
	Iteration 72Q: 3 clusters Score -308597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -308601.437500 Penalty: 3955.879883
	Iteration 73Q: 3 clusters Score -308601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -308601.437500 Penalty: 3955.879883
	Iteration 74F: 3 clusters Score -308601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -785974.312500 Penalty: 2197.614746
	Iteration 0F: 2 clusters Score -785974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -780218.437500 Penalty: 4395.229492
	Iteration 0F: 3 clusters Score -780218.4 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -781810.187500 Penalty: 4395.229492
	Iteration 1F: 3 clusters Score -781810.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -782148.125000 Penalty: 4395.229492
	Iteration 2F: 3 clusters Score -782148.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -782440.437500 Penalty: 4395.229492
	Iteration 3F: 3 clusters Score -782440.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -782763.187500 Penalty: 4395.229492
	Iteration 4F: 3 clusters Score -782763.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -783112.062500 Penalty: 4395.229492
	Iteration 5F: 3 clusters Score -783112.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -783487.062500 Penalty: 4395.229492
	Iteration 6F: 3 clusters Score -783487.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -783882.875000 Penalty: 4395.229492
	Iteration 7F: 3 clusters Score -783882.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -784309.687500 Penalty: 4395.229492
	Iteration 8F: 3 clusters Score -784309.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -784601.687500 Penalty: 4395.229492
	Iteration 9Q: 3 clusters Score -784601.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -784772.562500 Penalty: 4395.229492
	Iteration 10Q: 3 clusters Score -784772.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -784867.000000 Penalty: 4395.229492
	Iteration 11Q: 3 clusters Score -784867 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -784933.750000 Penalty: 4395.229492
	Iteration 12Q: 3 clusters Score -784933.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -784986.500000 Penalty: 4395.229492
	Iteration 13Q: 3 clusters Score -784986.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -785038.687500 Penalty: 4395.229492
	Iteration 14Q: 3 clusters Score -785038.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -785081.500000 Penalty: 4395.229492
	Iteration 15Q: 3 clusters Score -785081.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -785132.062500 Penalty: 4395.229492
	Iteration 16Q: 3 clusters Score -785132.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -785183.437500 Penalty: 4395.229492
	Iteration 17Q: 3 clusters Score -785183.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -785241.062500 Penalty: 4395.229492
	Iteration 18Q: 3 clusters Score -785241.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -785287.875000 Penalty: 4395.229492
	Iteration 19Q: 3 clusters Score -785287.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -785341.312500 Penalty: 4395.229492
	Iteration 20F: 3 clusters Score -785341.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -785418.937500 Penalty: 4395.229492
	Iteration 21Q: 3 clusters Score -785418.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -785524.937500 Penalty: 4395.229492
	Iteration 22Q: 3 clusters Score -785524.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -785607.187500 Penalty: 4395.229492
	Iteration 23Q: 3 clusters Score -785607.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -785662.500000 Penalty: 4395.229492
	Iteration 24Q: 3 clusters Score -785662.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -785688.250000 Penalty: 4395.229492
	Iteration 25Q: 3 clusters Score -785688.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -785703.000000 Penalty: 4395.229492
	Iteration 26Q: 3 clusters Score -785703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -785713.250000 Penalty: 4395.229492
	Iteration 27Q: 3 clusters Score -785713.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -785717.687500 Penalty: 4395.229492
	Iteration 28Q: 3 clusters Score -785717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -785720.562500 Penalty: 4395.229492
	Iteration 29Q: 3 clusters Score -785720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -785720.312500 Penalty: 4395.229492
	Iteration 30Q: 3 clusters Score -785720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -785720.312500 Penalty: 4395.229492
	Iteration 31F: 3 clusters Score -785720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Entering Unmasked Estep 
Score: -6045851.500000 Penalty: 2698.190674
	Iteration 0F: 2 clusters Score -6045852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -6010040.000000 Penalty: 5396.381348
	Iteration 0F: 3 clusters Score -6010040 nChanged 24736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -6023782.500000 Penalty: 5396.381348
	Iteration 1F: 3 clusters Score -6023782 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -6024329.500000 Penalty: 5396.381348
	Iteration 2Q: 3 clusters Score -6024330 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -6024986.000000 Penalty: 5396.381348
	Iteration 3Q: 3 clusters Score -6024986 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -6025779.000000 Penalty: 5396.381348
	Iteration 4Q: 3 clusters Score -6025779 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -6026898.000000 Penalty: 5396.381348
	Iteration 5Q: 3 clusters Score -6026898 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -6028475.500000 Penalty: 5396.381348
	Iteration 6F: 3 clusters Score -6028476 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -6030658.500000 Penalty: 5396.381348
	Iteration 7F: 3 clusters Score -6030658 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -6033182.000000 Penalty: 5396.381348
	Iteration 8F: 3 clusters Score -6033182 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -6035629.500000 Penalty: 5396.381348
	Iteration 9F: 3 clusters Score -6035630 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -6037886.500000 Penalty: 5396.381348
	Iteration 10F: 3 clusters Score -6037886 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -6039661.000000 Penalty: 5396.381348
	Iteration 11Q: 3 clusters Score -6039661 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6041101.500000 Penalty: 5396.381348
	Iteration 12Q: 3 clusters Score -6041102 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6042086.000000 Penalty: 5396.381348
	Iteration 13Q: 3 clusters Score -6042086 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6042698.000000 Penalty: 5396.381348
	Iteration 14Q: 3 clusters Score -6042698 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6043050.500000 Penalty: 5396.381348
	Iteration 15Q: 3 clusters Score -6043050 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6043259.000000 Penalty: 5396.381348
	Iteration 16Q: 3 clusters Score -6043259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6043358.500000 Penalty: 5396.381348
	Iteration 17Q: 3 clusters Score -6043358 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6043417.500000 Penalty: 5396.381348
	Iteration 18Q: 3 clusters Score -6043418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6043456.000000 Penalty: 5396.381348
	Iteration 19Q: 3 clusters Score -6043456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6043476.500000 Penalty: 5396.381348
	Iteration 20F: 3 clusters Score -6043476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6043495.000000 Penalty: 5396.381348
	Iteration 21Q: 3 clusters Score -6043495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6043505.000000 Penalty: 5396.381348
	Iteration 22Q: 3 clusters Score -6043505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6043517.500000 Penalty: 5396.381348
	Iteration 23Q: 3 clusters Score -6043518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6043524.000000 Penalty: 5396.381348
	Iteration 24Q: 3 clusters Score -6043524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6043532.000000 Penalty: 5396.381348
	Iteration 25Q: 3 clusters Score -6043532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6043540.500000 Penalty: 5396.381348
	Iteration 26Q: 3 clusters Score -6043540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6043543.000000 Penalty: 5396.381348
	Iteration 27Q: 3 clusters Score -6043543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6043541.500000 Penalty: 5396.381348
	Iteration 28Q: 3 clusters Score -6043542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6043536.500000 Penalty: 5396.381348
	Iteration 29Q: 3 clusters Score -6043536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6043542.000000 Penalty: 5396.381348
	Iteration 30Q: 3 clusters Score -6043542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6043553.000000 Penalty: 5396.381348
	Iteration 31Q: 3 clusters Score -6043553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6043560.500000 Penalty: 5396.381348
	Iteration 32Q: 3 clusters Score -6043560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6043571.000000 Penalty: 5396.381348
	Iteration 33Q: 3 clusters Score -6043571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6043567.000000 Penalty: 5396.381348
	Iteration 34Q: 3 clusters Score -6043567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6043580.500000 Penalty: 5396.381348
	Iteration 35Q: 3 clusters Score -6043580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6043582.500000 Penalty: 5396.381348
	Iteration 36Q: 3 clusters Score -6043582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6043579.000000 Penalty: 5396.381348
	Iteration 37Q: 3 clusters Score -6043579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6043579.000000 Penalty: 5396.381348
	Iteration 38F: 3 clusters Score -6043579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213919 members 
Entering Unmasked Estep 
Score: -24558510.000000 Penalty: 3043.791504
	Iteration 0F: 2 clusters Score -2.455851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -24435140.000000 Penalty: 6087.583008
	Iteration 0F: 3 clusters Score -2.443514e+07 nChanged 103015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -24495380.000000 Penalty: 6087.583008
	Iteration 1F: 3 clusters Score -2.449538e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -24496856.000000 Penalty: 6087.583008
	Iteration 2Q: 3 clusters Score -2.449686e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 113323 members 
Entering Unmasked Estep 
Score: -24498348.000000 Penalty: 6087.583008
	Iteration 3Q: 3 clusters Score -2.449835e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -24500308.000000 Penalty: 6087.583008
	Iteration 4Q: 3 clusters Score -2.450031e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -24503492.000000 Penalty: 6087.583008
	Iteration 5Q: 3 clusters Score -2.450349e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 125852 members 
Entering Unmasked Estep 
Score: -24507802.000000 Penalty: 6087.583008
	Iteration 6Q: 3 clusters Score -2.45078e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 133829 members 
Entering Unmasked Estep 
Score: -24513878.000000 Penalty: 6087.583008
	Iteration 7F: 3 clusters Score -2.451388e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 144459 members 
Entering Unmasked Estep 
Score: -24522650.000000 Penalty: 6087.583008
	Iteration 8F: 3 clusters Score -2.452265e+07 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 157411 members 
Entering Unmasked Estep 
Score: -24532562.000000 Penalty: 6087.583008
	Iteration 9F: 3 clusters Score -2.453256e+07 nChanged 14278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 171285 members 
Entering Unmasked Estep 
Score: -24541780.000000 Penalty: 6087.583008
	Iteration 10F: 3 clusters Score -2.454178e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 183571 members 
Entering Unmasked Estep 
Score: -24547532.000000 Penalty: 6087.583008
	Iteration 11F: 3 clusters Score -2.454753e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 192855 members 
Entering Unmasked Estep 
Score: -24550914.000000 Penalty: 6087.583008
	Iteration 12Q: 3 clusters Score -2.455091e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 199379 members 
Entering Unmasked Estep 
Score: -24552738.000000 Penalty: 6087.583008
	Iteration 13Q: 3 clusters Score -2.455274e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 203678 members 
Entering Unmasked Estep 
Score: -24553546.000000 Penalty: 6087.583008
	Iteration 14Q: 3 clusters Score -2.455355e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 206488 members 
Entering Unmasked Estep 
Score: -24554512.000000 Penalty: 6087.583008
	Iteration 15Q: 3 clusters Score -2.455451e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 208305 members 
Entering Unmasked Estep 
Score: -24555118.000000 Penalty: 6087.583008
	Iteration 16Q: 3 clusters Score -2.455512e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 209498 members 
Entering Unmasked Estep 
Score: -24555402.000000 Penalty: 6087.583008
	Iteration 17Q: 3 clusters Score -2.45554e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 210339 members 
Entering Unmasked Estep 
Score: -24555668.000000 Penalty: 6087.583008
	Iteration 18Q: 3 clusters Score -2.455567e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 210931 members 
Entering Unmasked Estep 
Score: -24555734.000000 Penalty: 6087.583008
	Iteration 19Q: 3 clusters Score -2.455573e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 211364 members 
Entering Unmasked Estep 
Score: -24555846.000000 Penalty: 6087.583008
	Iteration 20F: 3 clusters Score -2.455585e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 211655 members 
Entering Unmasked Estep 
Score: -24555916.000000 Penalty: 6087.583008
	Iteration 21Q: 3 clusters Score -2.455592e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 211850 members 
Entering Unmasked Estep 
Score: -24556004.000000 Penalty: 6087.583008
	Iteration 22Q: 3 clusters Score -2.4556e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 212002 members 
Entering Unmasked Estep 
Score: -24556080.000000 Penalty: 6087.583008
	Iteration 23Q: 3 clusters Score -2.455608e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 212119 members 
Entering Unmasked Estep 
Score: -24556134.000000 Penalty: 6087.583008
	Iteration 24Q: 3 clusters Score -2.455613e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 212199 members 
Entering Unmasked Estep 
Score: -24556138.000000 Penalty: 6087.583008
	Iteration 25Q: 3 clusters Score -2.455614e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 212277 members 
Entering Unmasked Estep 
Score: -24556186.000000 Penalty: 6087.583008
	Iteration 26Q: 3 clusters Score -2.455619e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 212346 members 
Entering Unmasked Estep 
Score: -24556202.000000 Penalty: 6087.583008
	Iteration 27Q: 3 clusters Score -2.45562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 212404 members 
Entering Unmasked Estep 
Score: -24556252.000000 Penalty: 6087.583008
	Iteration 28Q: 3 clusters Score -2.455625e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 212438 members 
Entering Unmasked Estep 
Score: -24556290.000000 Penalty: 6087.583008
	Iteration 29Q: 3 clusters Score -2.455629e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 212468 members 
Entering Unmasked Estep 
Score: -24556300.000000 Penalty: 6087.583008
	Iteration 30Q: 3 clusters Score -2.45563e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 212493 members 
Entering Unmasked Estep 
Score: -24556326.000000 Penalty: 6087.583008
	Iteration 31Q: 3 clusters Score -2.455633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 212505 members 
Entering Unmasked Estep 
Score: -24556328.000000 Penalty: 6087.583008
	Iteration 32Q: 3 clusters Score -2.455633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 212519 members 
Entering Unmasked Estep 
Score: -24556328.000000 Penalty: 6087.583008
	Iteration 33Q: 3 clusters Score -2.455633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 212538 members 
Entering Unmasked Estep 
Score: -24556326.000000 Penalty: 6087.583008
	Iteration 34Q: 3 clusters Score -2.455633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 212562 members 
Entering Unmasked Estep 
Score: -24556354.000000 Penalty: 6087.583008
	Iteration 35Q: 3 clusters Score -2.455635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 212579 members 
Entering Unmasked Estep 
Score: -24556370.000000 Penalty: 6087.583008
	Iteration 36Q: 3 clusters Score -2.455637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 212588 members 
Entering Unmasked Estep 
Score: -24556378.000000 Penalty: 6087.583008
	Iteration 37Q: 3 clusters Score -2.455638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 212595 members 
Entering Unmasked Estep 
Score: -24556382.000000 Penalty: 6087.583008
	Iteration 38Q: 3 clusters Score -2.455638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 212601 members 
Entering Unmasked Estep 
Score: -24556380.000000 Penalty: 6087.583008
	Iteration 39Q: 3 clusters Score -2.455638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 212606 members 
Entering Unmasked Estep 
Score: -24556382.000000 Penalty: 6087.583008
	Iteration 40F: 3 clusters Score -2.455638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 212613 members 
Entering Unmasked Estep 
Score: -24556372.000000 Penalty: 6087.583008
	Iteration 41Q: 3 clusters Score -2.455637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 212619 members 
Entering Unmasked Estep 
Score: -24556374.000000 Penalty: 6087.583008
	Iteration 42Q: 3 clusters Score -2.455637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 212622 members 
Entering Unmasked Estep 
Score: -24556380.000000 Penalty: 6087.583008
	Iteration 43Q: 3 clusters Score -2.455638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 212626 members 
Entering Unmasked Estep 
Score: -24556356.000000 Penalty: 6087.583008
	Iteration 44Q: 3 clusters Score -2.455636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 212632 members 
Entering Unmasked Estep 
Score: -24556334.000000 Penalty: 6087.583008
	Iteration 45Q: 3 clusters Score -2.455633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 212637 members 
Entering Unmasked Estep 
Score: -24556334.000000 Penalty: 6087.583008
	Iteration 46Q: 3 clusters Score -2.455633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 212642 members 
Entering Unmasked Estep 
Score: -24556340.000000 Penalty: 6087.583008
	Iteration 47Q: 3 clusters Score -2.455634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 212641 members 
Entering Unmasked Estep 
Score: -24556332.000000 Penalty: 6087.583008
	Iteration 48Q: 3 clusters Score -2.455633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 212643 members 
Entering Unmasked Estep 
Score: -24556336.000000 Penalty: 6087.583008
	Iteration 49Q: 3 clusters Score -2.455634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 212645 members 
Entering Unmasked Estep 
Score: -24556328.000000 Penalty: 6087.583008
	Iteration 50Q: 3 clusters Score -2.455633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 212646 members 
Entering Unmasked Estep 
Score: -24556322.000000 Penalty: 6087.583008
	Iteration 51Q: 3 clusters Score -2.455632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 212653 members 
Entering Unmasked Estep 
Score: -24556324.000000 Penalty: 6087.583008
	Iteration 52Q: 3 clusters Score -2.455632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 212660 members 
Entering Unmasked Estep 
Score: -24556328.000000 Penalty: 6087.583008
	Iteration 53Q: 3 clusters Score -2.455633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 212662 members 
Entering Unmasked Estep 
Score: -24556330.000000 Penalty: 6087.583008
	Iteration 54Q: 3 clusters Score -2.455633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 212666 members 
Entering Unmasked Estep 
Score: -24556328.000000 Penalty: 6087.583008
	Iteration 55Q: 3 clusters Score -2.455633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 212675 members 
Entering Unmasked Estep 
Score: -24556362.000000 Penalty: 6087.583008
	Iteration 56Q: 3 clusters Score -2.455636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 212682 members 
Entering Unmasked Estep 
Score: -24556368.000000 Penalty: 6087.583008
	Iteration 57Q: 3 clusters Score -2.455637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 212684 members 
Entering Unmasked Estep 
Score: -24556374.000000 Penalty: 6087.583008
	Iteration 58Q: 3 clusters Score -2.455637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 212689 members 
Entering Unmasked Estep 
Score: -24556372.000000 Penalty: 6087.583008
	Iteration 59Q: 3 clusters Score -2.455637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 212691 members 
Entering Unmasked Estep 
Score: -24556356.000000 Penalty: 6087.583008
	Iteration 60F: 3 clusters Score -2.455636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 212694 members 
Entering Unmasked Estep 
Score: -24556354.000000 Penalty: 6087.583008
	Iteration 61Q: 3 clusters Score -2.455635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 212697 members 
Entering Unmasked Estep 
Score: -24556350.000000 Penalty: 6087.583008
	Iteration 62Q: 3 clusters Score -2.455635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 212699 members 
Entering Unmasked Estep 
Score: -24556352.000000 Penalty: 6087.583008
	Iteration 63Q: 3 clusters Score -2.455635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 212700 members 
Entering Unmasked Estep 
Score: -24556356.000000 Penalty: 6087.583008
	Iteration 64Q: 3 clusters Score -2.455636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 212700 members 
Entering Unmasked Estep 
Score: -24556340.000000 Penalty: 6087.583008
	Iteration 65Q: 3 clusters Score -2.455634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 212702 members 
Entering Unmasked Estep 
Score: -24556344.000000 Penalty: 6087.583008
	Iteration 66Q: 3 clusters Score -2.455634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 212702 members 
Entering Unmasked Estep 
Score: -24556340.000000 Penalty: 6087.583008
	Iteration 67Q: 3 clusters Score -2.455634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 212702 members 
Entering Unmasked Estep 
Score: -24556334.000000 Penalty: 6087.583008
	Iteration 68Q: 3 clusters Score -2.455633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 212701 members 
Entering Unmasked Estep 
Score: -24556354.000000 Penalty: 6087.583008
	Iteration 69Q: 3 clusters Score -2.455635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 212699 members 
Entering Unmasked Estep 
Score: -24556350.000000 Penalty: 6087.583008
	Iteration 70Q: 3 clusters Score -2.455635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 212698 members 
Entering Unmasked Estep 
Score: -24556344.000000 Penalty: 6087.583008
	Iteration 71Q: 3 clusters Score -2.455634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 212699 members 
Entering Unmasked Estep 
Score: -24556342.000000 Penalty: 6087.583008
	Iteration 72Q: 3 clusters Score -2.455634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 212699 members 
Entering Unmasked Estep 
Score: -24556342.000000 Penalty: 6087.583008
	Iteration 73F: 3 clusters Score -2.455634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -884633.000000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -884633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -878139.875000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -878139.9 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -879860.750000 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -879860.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -880137.875000 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -880137.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -880399.875000 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -880399.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -880626.750000 Penalty: 4465.034668
	Iteration 4F: 3 clusters Score -880626.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -880854.312500 Penalty: 4465.034668
	Iteration 5Q: 3 clusters Score -880854.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -881088.375000 Penalty: 4465.034668
	Iteration 6Q: 3 clusters Score -881088.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -881322.062500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -881322.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -881521.125000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -881521.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -881746.687500 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -881746.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -882034.687500 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -882034.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -882401.250000 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -882401.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -882778.062500 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -882778.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -883098.500000 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -883098.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -883369.062500 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -883369.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -883524.000000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -883524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -883601.500000 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -883601.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -883646.187500 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -883646.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -883686.562500 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -883686.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -883724.937500 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -883724.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -883747.875000 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -883747.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -883765.250000 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -883765.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -883784.312500 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -883784.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -883801.875000 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -883801.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -883816.250000 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -883816.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -883827.125000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -883827.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -883838.250000 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -883838.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -883848.312500 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -883848.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -883858.687500 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -883858.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -883866.937500 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -883866.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -883873.312500 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -883873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -883873.750000 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -883873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -883873.625000 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -883873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -883874.875000 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -883874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -883876.062500 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -883876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -883875.812500 Penalty: 4465.034668
	Iteration 35Q: 3 clusters Score -883875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -883877.375000 Penalty: 4465.034668
	Iteration 36Q: 3 clusters Score -883877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -883878.312500 Penalty: 4465.034668
	Iteration 37Q: 3 clusters Score -883878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -883877.062500 Penalty: 4465.034668
	Iteration 38Q: 3 clusters Score -883877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -883876.937500 Penalty: 4465.034668
	Iteration 39Q: 3 clusters Score -883876.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -883879.062500 Penalty: 4465.034668
	Iteration 40F: 3 clusters Score -883879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -883880.187500 Penalty: 4465.034668
	Iteration 41Q: 3 clusters Score -883880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -883879.750000 Penalty: 4465.034668
	Iteration 42Q: 3 clusters Score -883879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -883881.312500 Penalty: 4465.034668
	Iteration 43Q: 3 clusters Score -883881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -883885.375000 Penalty: 4465.034668
	Iteration 44Q: 3 clusters Score -883885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -883886.937500 Penalty: 4465.034668
	Iteration 45Q: 3 clusters Score -883886.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -883885.125000 Penalty: 4465.034668
	Iteration 46Q: 3 clusters Score -883885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -883884.187500 Penalty: 4465.034668
	Iteration 47Q: 3 clusters Score -883884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -883887.437500 Penalty: 4465.034668
	Iteration 48Q: 3 clusters Score -883887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -883885.750000 Penalty: 4465.034668
	Iteration 49Q: 3 clusters Score -883885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -883887.625000 Penalty: 4465.034668
	Iteration 50Q: 3 clusters Score -883887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -883887.562500 Penalty: 4465.034668
	Iteration 51Q: 3 clusters Score -883887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -883887.437500 Penalty: 4465.034668
	Iteration 52Q: 3 clusters Score -883887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -883888.250000 Penalty: 4465.034668
	Iteration 53Q: 3 clusters Score -883888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -883887.750000 Penalty: 4465.034668
	Iteration 54Q: 3 clusters Score -883887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -883888.312500 Penalty: 4465.034668
	Iteration 55Q: 3 clusters Score -883888.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -883888.562500 Penalty: 4465.034668
	Iteration 56Q: 3 clusters Score -883888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -883890.125000 Penalty: 4465.034668
	Iteration 57Q: 3 clusters Score -883890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -883890.812500 Penalty: 4465.034668
	Iteration 58Q: 3 clusters Score -883890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -883890.250000 Penalty: 4465.034668
	Iteration 59Q: 3 clusters Score -883890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -883894.562500 Penalty: 4465.034668
	Iteration 60F: 3 clusters Score -883894.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -883893.937500 Penalty: 4465.034668
	Iteration 61Q: 3 clusters Score -883893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -883893.500000 Penalty: 4465.034668
	Iteration 62Q: 3 clusters Score -883893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -883894.250000 Penalty: 4465.034668
	Iteration 63Q: 3 clusters Score -883894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -883895.187500 Penalty: 4465.034668
	Iteration 64Q: 3 clusters Score -883895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -883895.187500 Penalty: 4465.034668
	Iteration 65F: 3 clusters Score -883895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -256032.687500 Penalty: 1951.421997
	Iteration 0F: 2 clusters Score -256032.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -253054.328125 Penalty: 3902.843994
	Iteration 0F: 3 clusters Score -253054.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -253811.781250 Penalty: 3902.843994
	Iteration 1F: 3 clusters Score -253811.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -254143.734375 Penalty: 3902.843994
	Iteration 2F: 3 clusters Score -254143.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -254453.437500 Penalty: 3902.843994
	Iteration 3F: 3 clusters Score -254453.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -254781.109375 Penalty: 3902.843994
	Iteration 4F: 3 clusters Score -254781.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -255085.734375 Penalty: 3902.843994
	Iteration 5F: 3 clusters Score -255085.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -255346.750000 Penalty: 3902.843994
	Iteration 6F: 3 clusters Score -255346.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -255563.578125 Penalty: 3902.843994
	Iteration 7Q: 3 clusters Score -255563.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -255688.312500 Penalty: 3902.843994
	Iteration 8Q: 3 clusters Score -255688.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -255746.796875 Penalty: 3902.843994
	Iteration 9Q: 3 clusters Score -255746.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -255769.140625 Penalty: 3902.843994
	Iteration 10Q: 3 clusters Score -255769.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -255782.062500 Penalty: 3902.843994
	Iteration 11Q: 3 clusters Score -255782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -255788.843750 Penalty: 3902.843994
	Iteration 12Q: 3 clusters Score -255788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -255793.296875 Penalty: 3902.843994
	Iteration 13Q: 3 clusters Score -255793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -255795.625000 Penalty: 3902.843994
	Iteration 14Q: 3 clusters Score -255795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -255797.125000 Penalty: 3902.843994
	Iteration 15Q: 3 clusters Score -255797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -255797.687500 Penalty: 3902.843994
	Iteration 16Q: 3 clusters Score -255797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -255798.687500 Penalty: 3902.843994
	Iteration 17Q: 3 clusters Score -255798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -255799.359375 Penalty: 3902.843994
	Iteration 18Q: 3 clusters Score -255799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -255802.187500 Penalty: 3902.843994
	Iteration 19Q: 3 clusters Score -255802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -255806.000000 Penalty: 3902.843994
	Iteration 20F: 3 clusters Score -255806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -255807.828125 Penalty: 3902.843994
	Iteration 21Q: 3 clusters Score -255807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -255809.015625 Penalty: 3902.843994
	Iteration 22Q: 3 clusters Score -255809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -255810.906250 Penalty: 3902.843994
	Iteration 23Q: 3 clusters Score -255810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -255810.953125 Penalty: 3902.843994
	Iteration 24Q: 3 clusters Score -255811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -255810.953125 Penalty: 3902.843994
	Iteration 25F: 3 clusters Score -255811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Entering Unmasked Estep 
Score: -1522649.750000 Penalty: 2379.540771
	Iteration 0F: 2 clusters Score -1522650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1512054.875000 Penalty: 4759.081543
	Iteration 0F: 3 clusters Score -1512055 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1515537.875000 Penalty: 4759.081543
	Iteration 1F: 3 clusters Score -1515538 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1516278.625000 Penalty: 4759.081543
	Iteration 2F: 3 clusters Score -1516279 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1517063.125000 Penalty: 4759.081543
	Iteration 3F: 3 clusters Score -1517063 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1517771.125000 Penalty: 4759.081543
	Iteration 4F: 3 clusters Score -1517771 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1518446.625000 Penalty: 4759.081543
	Iteration 5F: 3 clusters Score -1518447 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1519098.000000 Penalty: 4759.081543
	Iteration 6F: 3 clusters Score -1519098 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1519655.375000 Penalty: 4759.081543
	Iteration 7F: 3 clusters Score -1519655 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1520080.875000 Penalty: 4759.081543
	Iteration 8Q: 3 clusters Score -1520081 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1520420.125000 Penalty: 4759.081543
	Iteration 9Q: 3 clusters Score -1520420 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1520670.375000 Penalty: 4759.081543
	Iteration 10Q: 3 clusters Score -1520670 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1520889.500000 Penalty: 4759.081543
	Iteration 11Q: 3 clusters Score -1520890 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1521076.125000 Penalty: 4759.081543
	Iteration 12Q: 3 clusters Score -1521076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1521233.000000 Penalty: 4759.081543
	Iteration 13Q: 3 clusters Score -1521233 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1521377.000000 Penalty: 4759.081543
	Iteration 14Q: 3 clusters Score -1521377 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1521494.625000 Penalty: 4759.081543
	Iteration 15Q: 3 clusters Score -1521495 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1521600.000000 Penalty: 4759.081543
	Iteration 16Q: 3 clusters Score -1521600 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1521682.125000 Penalty: 4759.081543
	Iteration 17Q: 3 clusters Score -1521682 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1521746.125000 Penalty: 4759.081543
	Iteration 18Q: 3 clusters Score -1521746 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1521783.750000 Penalty: 4759.081543
	Iteration 19Q: 3 clusters Score -1521784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1521808.500000 Penalty: 4759.081543
	Iteration 20F: 3 clusters Score -1521808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1521825.625000 Penalty: 4759.081543
	Iteration 21Q: 3 clusters Score -1521826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1521837.000000 Penalty: 4759.081543
	Iteration 22Q: 3 clusters Score -1521837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1521846.250000 Penalty: 4759.081543
	Iteration 23Q: 3 clusters Score -1521846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1521851.750000 Penalty: 4759.081543
	Iteration 24Q: 3 clusters Score -1521852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1521858.000000 Penalty: 4759.081543
	Iteration 25Q: 3 clusters Score -1521858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1521860.875000 Penalty: 4759.081543
	Iteration 26Q: 3 clusters Score -1521861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1521866.500000 Penalty: 4759.081543
	Iteration 27Q: 3 clusters Score -1521866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1521870.000000 Penalty: 4759.081543
	Iteration 28Q: 3 clusters Score -1521870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1521876.000000 Penalty: 4759.081543
	Iteration 29Q: 3 clusters Score -1521876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1521877.250000 Penalty: 4759.081543
	Iteration 30Q: 3 clusters Score -1521877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1521882.000000 Penalty: 4759.081543
	Iteration 31Q: 3 clusters Score -1521882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1521888.500000 Penalty: 4759.081543
	Iteration 32Q: 3 clusters Score -1521888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1521891.875000 Penalty: 4759.081543
	Iteration 33Q: 3 clusters Score -1521892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1521890.000000 Penalty: 4759.081543
	Iteration 34Q: 3 clusters Score -1521890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1521891.875000 Penalty: 4759.081543
	Iteration 35Q: 3 clusters Score -1521892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1521896.750000 Penalty: 4759.081543
	Iteration 36Q: 3 clusters Score -1521897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1521898.750000 Penalty: 4759.081543
	Iteration 37Q: 3 clusters Score -1521899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1521900.875000 Penalty: 4759.081543
	Iteration 38Q: 3 clusters Score -1521901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1521900.875000 Penalty: 4759.081543
	Iteration 39Q: 3 clusters Score -1521901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1521903.125000 Penalty: 4759.081543
	Iteration 40F: 3 clusters Score -1521903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1521902.000000 Penalty: 4759.081543
	Iteration 41Q: 3 clusters Score -1521902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1521903.125000 Penalty: 4759.081543
	Iteration 42Q: 3 clusters Score -1521903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1521905.500000 Penalty: 4759.081543
	Iteration 43Q: 3 clusters Score -1521906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1521906.375000 Penalty: 4759.081543
	Iteration 44Q: 3 clusters Score -1521906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1521906.625000 Penalty: 4759.081543
	Iteration 45Q: 3 clusters Score -1521907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1521906.875000 Penalty: 4759.081543
	Iteration 46Q: 3 clusters Score -1521907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1521905.375000 Penalty: 4759.081543
	Iteration 47Q: 3 clusters Score -1521905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1521905.750000 Penalty: 4759.081543
	Iteration 48Q: 3 clusters Score -1521906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1521904.875000 Penalty: 4759.081543
	Iteration 49Q: 3 clusters Score -1521905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1521907.250000 Penalty: 4759.081543
	Iteration 50Q: 3 clusters Score -1521907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1521909.250000 Penalty: 4759.081543
	Iteration 51Q: 3 clusters Score -1521909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1521916.875000 Penalty: 4759.081543
	Iteration 52Q: 3 clusters Score -1521917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1521916.375000 Penalty: 4759.081543
	Iteration 53Q: 3 clusters Score -1521916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1521919.000000 Penalty: 4759.081543
	Iteration 54Q: 3 clusters Score -1521919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1521916.125000 Penalty: 4759.081543
	Iteration 55Q: 3 clusters Score -1521916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1521921.500000 Penalty: 4759.081543
	Iteration 56Q: 3 clusters Score -1521922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1521921.375000 Penalty: 4759.081543
	Iteration 57Q: 3 clusters Score -1521921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1521923.625000 Penalty: 4759.081543
	Iteration 58Q: 3 clusters Score -1521924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1521920.500000 Penalty: 4759.081543
	Iteration 59Q: 3 clusters Score -1521920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1521921.000000 Penalty: 4759.081543
	Iteration 60F: 3 clusters Score -1521921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1521921.125000 Penalty: 4759.081543
	Iteration 61Q: 3 clusters Score -1521921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1521921.125000 Penalty: 4759.081543
	Iteration 62F: 3 clusters Score -1521921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Entering Unmasked Estep 
Score: -1635821.375000 Penalty: 2402.686035
	Iteration 0F: 2 clusters Score -1635821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1624235.750000 Penalty: 4805.372070
	Iteration 0F: 3 clusters Score -1624236 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1628469.750000 Penalty: 4805.372070
	Iteration 1F: 3 clusters Score -1628470 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1629457.625000 Penalty: 4805.372070
	Iteration 2F: 3 clusters Score -1629458 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1630400.500000 Penalty: 4805.372070
	Iteration 3F: 3 clusters Score -1630400 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1631250.750000 Penalty: 4805.372070
	Iteration 4F: 3 clusters Score -1631251 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1631987.750000 Penalty: 4805.372070
	Iteration 5F: 3 clusters Score -1631988 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1632506.625000 Penalty: 4805.372070
	Iteration 6F: 3 clusters Score -1632507 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1632852.000000 Penalty: 4805.372070
	Iteration 7Q: 3 clusters Score -1632852 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1633077.375000 Penalty: 4805.372070
	Iteration 8Q: 3 clusters Score -1633077 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1633237.000000 Penalty: 4805.372070
	Iteration 9Q: 3 clusters Score -1633237 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1633342.125000 Penalty: 4805.372070
	Iteration 10Q: 3 clusters Score -1633342 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1633411.000000 Penalty: 4805.372070
	Iteration 11Q: 3 clusters Score -1633411 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1633469.000000 Penalty: 4805.372070
	Iteration 12Q: 3 clusters Score -1633469 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1633517.250000 Penalty: 4805.372070
	Iteration 13Q: 3 clusters Score -1633517 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1633560.250000 Penalty: 4805.372070
	Iteration 14Q: 3 clusters Score -1633560 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1633595.125000 Penalty: 4805.372070
	Iteration 15Q: 3 clusters Score -1633595 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1633629.500000 Penalty: 4805.372070
	Iteration 16Q: 3 clusters Score -1633630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1633662.250000 Penalty: 4805.372070
	Iteration 17Q: 3 clusters Score -1633662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1633684.625000 Penalty: 4805.372070
	Iteration 18Q: 3 clusters Score -1633685 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1633706.000000 Penalty: 4805.372070
	Iteration 19Q: 3 clusters Score -1633706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1633731.500000 Penalty: 4805.372070
	Iteration 20F: 3 clusters Score -1633732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1633750.750000 Penalty: 4805.372070
	Iteration 21Q: 3 clusters Score -1633751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1633772.500000 Penalty: 4805.372070
	Iteration 22Q: 3 clusters Score -1633772 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1633789.875000 Penalty: 4805.372070
	Iteration 23Q: 3 clusters Score -1633790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1633817.125000 Penalty: 4805.372070
	Iteration 24Q: 3 clusters Score -1633817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1633837.250000 Penalty: 4805.372070
	Iteration 25Q: 3 clusters Score -1633837 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1633863.500000 Penalty: 4805.372070
	Iteration 26Q: 3 clusters Score -1633864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1633889.125000 Penalty: 4805.372070
	Iteration 27Q: 3 clusters Score -1633889 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1633906.750000 Penalty: 4805.372070
	Iteration 28Q: 3 clusters Score -1633907 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1633926.375000 Penalty: 4805.372070
	Iteration 29Q: 3 clusters Score -1633926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1633950.125000 Penalty: 4805.372070
	Iteration 30Q: 3 clusters Score -1633950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1633971.000000 Penalty: 4805.372070
	Iteration 31Q: 3 clusters Score -1633971 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1634000.125000 Penalty: 4805.372070
	Iteration 32Q: 3 clusters Score -1634000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1634024.875000 Penalty: 4805.372070
	Iteration 33Q: 3 clusters Score -1634025 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1634049.250000 Penalty: 4805.372070
	Iteration 34Q: 3 clusters Score -1634049 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1634069.375000 Penalty: 4805.372070
	Iteration 35Q: 3 clusters Score -1634069 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1634093.500000 Penalty: 4805.372070
	Iteration 36Q: 3 clusters Score -1634094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1634122.125000 Penalty: 4805.372070
	Iteration 37Q: 3 clusters Score -1634122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1634157.375000 Penalty: 4805.372070
	Iteration 38Q: 3 clusters Score -1634157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1634178.125000 Penalty: 4805.372070
	Iteration 39Q: 3 clusters Score -1634178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1634209.125000 Penalty: 4805.372070
	Iteration 40F: 3 clusters Score -1634209 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1634235.125000 Penalty: 4805.372070
	Iteration 41Q: 3 clusters Score -1634235 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1634271.125000 Penalty: 4805.372070
	Iteration 42Q: 3 clusters Score -1634271 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1634299.000000 Penalty: 4805.372070
	Iteration 43Q: 3 clusters Score -1634299 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1634325.125000 Penalty: 4805.372070
	Iteration 44Q: 3 clusters Score -1634325 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1634347.375000 Penalty: 4805.372070
	Iteration 45Q: 3 clusters Score -1634347 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1634372.000000 Penalty: 4805.372070
	Iteration 46Q: 3 clusters Score -1634372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1634390.750000 Penalty: 4805.372070
	Iteration 47Q: 3 clusters Score -1634391 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1634406.875000 Penalty: 4805.372070
	Iteration 48Q: 3 clusters Score -1634407 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1634420.500000 Penalty: 4805.372070
	Iteration 49Q: 3 clusters Score -1634420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1634434.000000 Penalty: 4805.372070
	Iteration 50Q: 3 clusters Score -1634434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1634450.125000 Penalty: 4805.372070
	Iteration 51Q: 3 clusters Score -1634450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1634465.125000 Penalty: 4805.372070
	Iteration 52Q: 3 clusters Score -1634465 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1634477.125000 Penalty: 4805.372070
	Iteration 53Q: 3 clusters Score -1634477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1634479.875000 Penalty: 4805.372070
	Iteration 54Q: 3 clusters Score -1634480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1634481.875000 Penalty: 4805.372070
	Iteration 55Q: 3 clusters Score -1634482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1634486.500000 Penalty: 4805.372070
	Iteration 56Q: 3 clusters Score -1634486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1634491.500000 Penalty: 4805.372070
	Iteration 57Q: 3 clusters Score -1634492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1634493.750000 Penalty: 4805.372070
	Iteration 58Q: 3 clusters Score -1634494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1634500.500000 Penalty: 4805.372070
	Iteration 59Q: 3 clusters Score -1634500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1634506.125000 Penalty: 4805.372070
	Iteration 60F: 3 clusters Score -1634506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1634508.750000 Penalty: 4805.372070
	Iteration 61Q: 3 clusters Score -1634509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1634512.500000 Penalty: 4805.372070
	Iteration 62Q: 3 clusters Score -1634512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1634522.250000 Penalty: 4805.372070
	Iteration 63Q: 3 clusters Score -1634522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1634529.625000 Penalty: 4805.372070
	Iteration 64Q: 3 clusters Score -1634530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1634537.750000 Penalty: 4805.372070
	Iteration 65Q: 3 clusters Score -1634538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1634541.500000 Penalty: 4805.372070
	Iteration 66Q: 3 clusters Score -1634542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1634543.750000 Penalty: 4805.372070
	Iteration 67Q: 3 clusters Score -1634544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1634550.500000 Penalty: 4805.372070
	Iteration 68Q: 3 clusters Score -1634550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1634550.625000 Penalty: 4805.372070
	Iteration 69Q: 3 clusters Score -1634551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1634553.375000 Penalty: 4805.372070
	Iteration 70Q: 3 clusters Score -1634553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1634559.125000 Penalty: 4805.372070
	Iteration 71Q: 3 clusters Score -1634559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1634562.125000 Penalty: 4805.372070
	Iteration 72Q: 3 clusters Score -1634562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1634566.125000 Penalty: 4805.372070
	Iteration 73Q: 3 clusters Score -1634566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1634567.125000 Penalty: 4805.372070
	Iteration 74Q: 3 clusters Score -1634567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1634571.500000 Penalty: 4805.372070
	Iteration 75Q: 3 clusters Score -1634572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1634581.125000 Penalty: 4805.372070
	Iteration 76Q: 3 clusters Score -1634581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1634586.875000 Penalty: 4805.372070
	Iteration 77Q: 3 clusters Score -1634587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1634601.000000 Penalty: 4805.372070
	Iteration 78Q: 3 clusters Score -1634601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1634612.750000 Penalty: 4805.372070
	Iteration 79Q: 3 clusters Score -1634613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1634623.000000 Penalty: 4805.372070
	Iteration 80F: 3 clusters Score -1634623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1634632.750000 Penalty: 4805.372070
	Iteration 81Q: 3 clusters Score -1634633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1634643.500000 Penalty: 4805.372070
	Iteration 82Q: 3 clusters Score -1634644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1634656.000000 Penalty: 4805.372070
	Iteration 83Q: 3 clusters Score -1634656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1634663.375000 Penalty: 4805.372070
	Iteration 84Q: 3 clusters Score -1634663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1634671.000000 Penalty: 4805.372070
	Iteration 85Q: 3 clusters Score -1634671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1634675.000000 Penalty: 4805.372070
	Iteration 86Q: 3 clusters Score -1634675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1634681.375000 Penalty: 4805.372070
	Iteration 87Q: 3 clusters Score -1634681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1634689.250000 Penalty: 4805.372070
	Iteration 88Q: 3 clusters Score -1634689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1634696.750000 Penalty: 4805.372070
	Iteration 89Q: 3 clusters Score -1634697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1634701.375000 Penalty: 4805.372070
	Iteration 90Q: 3 clusters Score -1634701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1634707.875000 Penalty: 4805.372070
	Iteration 91Q: 3 clusters Score -1634708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1634713.125000 Penalty: 4805.372070
	Iteration 92Q: 3 clusters Score -1634713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1634715.125000 Penalty: 4805.372070
	Iteration 93Q: 3 clusters Score -1634715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1634717.875000 Penalty: 4805.372070
	Iteration 94Q: 3 clusters Score -1634718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1634723.000000 Penalty: 4805.372070
	Iteration 95Q: 3 clusters Score -1634723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1634727.375000 Penalty: 4805.372070
	Iteration 96Q: 3 clusters Score -1634727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1634727.625000 Penalty: 4805.372070
	Iteration 97Q: 3 clusters Score -1634728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1634740.000000 Penalty: 4805.372070
	Iteration 98Q: 3 clusters Score -1634740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1634743.500000 Penalty: 4805.372070
	Iteration 99Q: 3 clusters Score -1634744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1634755.625000 Penalty: 4805.372070
	Iteration 100F: 3 clusters Score -1634756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1634756.500000 Penalty: 4805.372070
	Iteration 101Q: 3 clusters Score -1634756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1634763.625000 Penalty: 4805.372070
	Iteration 102Q: 3 clusters Score -1634764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1634770.500000 Penalty: 4805.372070
	Iteration 103Q: 3 clusters Score -1634770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1634774.500000 Penalty: 4805.372070
	Iteration 104Q: 3 clusters Score -1634774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1634775.000000 Penalty: 4805.372070
	Iteration 105Q: 3 clusters Score -1634775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1634774.250000 Penalty: 4805.372070
	Iteration 106Q: 3 clusters Score -1634774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1634781.625000 Penalty: 4805.372070
	Iteration 107Q: 3 clusters Score -1634782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1634786.500000 Penalty: 4805.372070
	Iteration 108Q: 3 clusters Score -1634786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1634787.250000 Penalty: 4805.372070
	Iteration 109Q: 3 clusters Score -1634787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1634788.625000 Penalty: 4805.372070
	Iteration 110Q: 3 clusters Score -1634789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1634793.625000 Penalty: 4805.372070
	Iteration 111Q: 3 clusters Score -1634794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1634795.250000 Penalty: 4805.372070
	Iteration 112Q: 3 clusters Score -1634795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1634796.125000 Penalty: 4805.372070
	Iteration 113Q: 3 clusters Score -1634796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1634796.000000 Penalty: 4805.372070
	Iteration 114Q: 3 clusters Score -1634796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1634795.750000 Penalty: 4805.372070
	Iteration 115Q: 3 clusters Score -1634796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1634795.000000 Penalty: 4805.372070
	Iteration 116Q: 3 clusters Score -1634795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1634795.500000 Penalty: 4805.372070
	Iteration 117Q: 3 clusters Score -1634796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1634797.500000 Penalty: 4805.372070
	Iteration 118Q: 3 clusters Score -1634798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1634799.375000 Penalty: 4805.372070
	Iteration 119Q: 3 clusters Score -1634799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1634800.750000 Penalty: 4805.372070
	Iteration 120F: 3 clusters Score -1634801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1634803.250000 Penalty: 4805.372070
	Iteration 121Q: 3 clusters Score -1634803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1634808.750000 Penalty: 4805.372070
	Iteration 122Q: 3 clusters Score -1634809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1634808.500000 Penalty: 4805.372070
	Iteration 123Q: 3 clusters Score -1634808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1634807.375000 Penalty: 4805.372070
	Iteration 124Q: 3 clusters Score -1634807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1634810.000000 Penalty: 4805.372070
	Iteration 125Q: 3 clusters Score -1634810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1634813.750000 Penalty: 4805.372070
	Iteration 126Q: 3 clusters Score -1634814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1634813.250000 Penalty: 4805.372070
	Iteration 127Q: 3 clusters Score -1634813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1634814.375000 Penalty: 4805.372070
	Iteration 128Q: 3 clusters Score -1634814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1634815.875000 Penalty: 4805.372070
	Iteration 129Q: 3 clusters Score -1634816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1634812.375000 Penalty: 4805.372070
	Iteration 130Q: 3 clusters Score -1634812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1634811.000000 Penalty: 4805.372070
	Iteration 131Q: 3 clusters Score -1634811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1634813.125000 Penalty: 4805.372070
	Iteration 132Q: 3 clusters Score -1634813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1634817.375000 Penalty: 4805.372070
	Iteration 133Q: 3 clusters Score -1634817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1634818.250000 Penalty: 4805.372070
	Iteration 134Q: 3 clusters Score -1634818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1634818.000000 Penalty: 4805.372070
	Iteration 135Q: 3 clusters Score -1634818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1634821.625000 Penalty: 4805.372070
	Iteration 136Q: 3 clusters Score -1634822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1634821.875000 Penalty: 4805.372070
	Iteration 137Q: 3 clusters Score -1634822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1634825.875000 Penalty: 4805.372070
	Iteration 138Q: 3 clusters Score -1634826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1634821.375000 Penalty: 4805.372070
	Iteration 139Q: 3 clusters Score -1634821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1634821.375000 Penalty: 4805.372070
	Iteration 140F: 3 clusters Score -1634821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1634820.000000 Penalty: 4805.372070
	Iteration 141Q: 3 clusters Score -1634820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1634820.250000 Penalty: 4805.372070
	Iteration 142Q: 3 clusters Score -1634820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1634824.375000 Penalty: 4805.372070
	Iteration 143Q: 3 clusters Score -1634824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1634822.250000 Penalty: 4805.372070
	Iteration 144Q: 3 clusters Score -1634822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1634821.875000 Penalty: 4805.372070
	Iteration 145Q: 3 clusters Score -1634822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1634823.875000 Penalty: 4805.372070
	Iteration 146Q: 3 clusters Score -1634824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1634823.875000 Penalty: 4805.372070
	Iteration 147F: 3 clusters Score -1634824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143169 members 
Entering Unmasked Estep 
Score: -16084136.000000 Penalty: 2944.201660
	Iteration 0F: 2 clusters Score -1.608414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -15987583.000000 Penalty: 5888.403320
	Iteration 0F: 3 clusters Score -1.598758e+07 nChanged 68674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71560 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -16027582.000000 Penalty: 5888.403320
	Iteration 1F: 3 clusters Score -1.602758e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -16028484.000000 Penalty: 5888.403320
	Iteration 2Q: 3 clusters Score -1.602848e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -16029440.000000 Penalty: 5888.403320
	Iteration 3Q: 3 clusters Score -1.602944e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -16030447.000000 Penalty: 5888.403320
	Iteration 4Q: 3 clusters Score -1.603045e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -16031621.000000 Penalty: 5888.403320
	Iteration 5Q: 3 clusters Score -1.603162e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -16033002.000000 Penalty: 5888.403320
	Iteration 6Q: 3 clusters Score -1.6033e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -16034936.000000 Penalty: 5888.403320
	Iteration 7Q: 3 clusters Score -1.603494e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -16037259.000000 Penalty: 5888.403320
	Iteration 8Q: 3 clusters Score -1.603726e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -16040568.000000 Penalty: 5888.403320
	Iteration 9Q: 3 clusters Score -1.604057e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -16044151.000000 Penalty: 5888.403320
	Iteration 10F: 3 clusters Score -1.604415e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -16047943.000000 Penalty: 5888.403320
	Iteration 11F: 3 clusters Score -1.604794e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 104109 members 
Entering Unmasked Estep 
Score: -16051852.000000 Penalty: 5888.403320
	Iteration 12F: 3 clusters Score -1.605185e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 110968 members 
Entering Unmasked Estep 
Score: -16056025.000000 Penalty: 5888.403320
	Iteration 13F: 3 clusters Score -1.605602e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 118025 members 
Entering Unmasked Estep 
Score: -16060613.000000 Penalty: 5888.403320
	Iteration 14Q: 3 clusters Score -1.606061e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -16065966.000000 Penalty: 5888.403320
	Iteration 15F: 3 clusters Score -1.606597e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 131731 members 
Entering Unmasked Estep 
Score: -16071379.000000 Penalty: 5888.403320
	Iteration 16Q: 3 clusters Score -1.607138e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 136894 members 
Entering Unmasked Estep 
Score: -16076049.000000 Penalty: 5888.403320
	Iteration 17Q: 3 clusters Score -1.607605e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 140182 members 
Entering Unmasked Estep 
Score: -16079009.000000 Penalty: 5888.403320
	Iteration 18Q: 3 clusters Score -1.607901e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -16080565.000000 Penalty: 5888.403320
	Iteration 19Q: 3 clusters Score -1.608056e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 142381 members 
Entering Unmasked Estep 
Score: -16081078.000000 Penalty: 5888.403320
	Iteration 20F: 3 clusters Score -1.608108e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 142611 members 
Entering Unmasked Estep 
Score: -16081280.000000 Penalty: 5888.403320
	Iteration 21Q: 3 clusters Score -1.608128e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 142704 members 
Entering Unmasked Estep 
Score: -16081419.000000 Penalty: 5888.403320
	Iteration 22Q: 3 clusters Score -1.608142e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 142750 members 
Entering Unmasked Estep 
Score: -16081479.000000 Penalty: 5888.403320
	Iteration 23Q: 3 clusters Score -1.608148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 142770 members 
Entering Unmasked Estep 
Score: -16081521.000000 Penalty: 5888.403320
	Iteration 24Q: 3 clusters Score -1.608152e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 142787 members 
Entering Unmasked Estep 
Score: -16081553.000000 Penalty: 5888.403320
	Iteration 25Q: 3 clusters Score -1.608155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -16081592.000000 Penalty: 5888.403320
	Iteration 26Q: 3 clusters Score -1.608159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 142806 members 
Entering Unmasked Estep 
Score: -16081598.000000 Penalty: 5888.403320
	Iteration 27Q: 3 clusters Score -1.60816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 142818 members 
Entering Unmasked Estep 
Score: -16081608.000000 Penalty: 5888.403320
	Iteration 28Q: 3 clusters Score -1.608161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 142823 members 
Entering Unmasked Estep 
Score: -16081641.000000 Penalty: 5888.403320
	Iteration 29Q: 3 clusters Score -1.608164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 142834 members 
Entering Unmasked Estep 
Score: -16081649.000000 Penalty: 5888.403320
	Iteration 30Q: 3 clusters Score -1.608165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 142838 members 
Entering Unmasked Estep 
Score: -16081669.000000 Penalty: 5888.403320
	Iteration 31Q: 3 clusters Score -1.608167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 142840 members 
Entering Unmasked Estep 
Score: -16081662.000000 Penalty: 5888.403320
	Iteration 32Q: 3 clusters Score -1.608166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 142841 members 
Entering Unmasked Estep 
Score: -16081663.000000 Penalty: 5888.403320
	Iteration 33Q: 3 clusters Score -1.608166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 142841 members 
Entering Unmasked Estep 
Score: -16081664.000000 Penalty: 5888.403320
	Iteration 34Q: 3 clusters Score -1.608166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 142845 members 
Entering Unmasked Estep 
Score: -16081671.000000 Penalty: 5888.403320
	Iteration 35Q: 3 clusters Score -1.608167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 142845 members 
Entering Unmasked Estep 
Score: -16081677.000000 Penalty: 5888.403320
	Iteration 36Q: 3 clusters Score -1.608168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 142844 members 
Entering Unmasked Estep 
Score: -16081674.000000 Penalty: 5888.403320
	Iteration 37Q: 3 clusters Score -1.608167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 142846 members 
Entering Unmasked Estep 
Score: -16081683.000000 Penalty: 5888.403320
	Iteration 38Q: 3 clusters Score -1.608168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 142846 members 
Entering Unmasked Estep 
Score: -16081683.000000 Penalty: 5888.403320
	Iteration 39F: 3 clusters Score -1.608168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -826390.750000 Penalty: 2209.992676
	Iteration 0F: 2 clusters Score -826390.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -820384.875000 Penalty: 4419.985352
	Iteration 0F: 3 clusters Score -820384.9 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -822462.750000 Penalty: 4419.985352
	Iteration 1F: 3 clusters Score -822462.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -823096.187500 Penalty: 4419.985352
	Iteration 2F: 3 clusters Score -823096.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -823568.812500 Penalty: 4419.985352
	Iteration 3F: 3 clusters Score -823568.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -823956.125000 Penalty: 4419.985352
	Iteration 4F: 3 clusters Score -823956.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -824306.125000 Penalty: 4419.985352
	Iteration 5Q: 3 clusters Score -824306.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -824601.687500 Penalty: 4419.985352
	Iteration 6Q: 3 clusters Score -824601.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -824830.625000 Penalty: 4419.985352
	Iteration 7Q: 3 clusters Score -824830.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -824999.750000 Penalty: 4419.985352
	Iteration 8Q: 3 clusters Score -824999.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -825156.500000 Penalty: 4419.985352
	Iteration 9Q: 3 clusters Score -825156.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -825324.250000 Penalty: 4419.985352
	Iteration 10Q: 3 clusters Score -825324.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -825520.312500 Penalty: 4419.985352
	Iteration 11Q: 3 clusters Score -825520.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -825726.812500 Penalty: 4419.985352
	Iteration 12Q: 3 clusters Score -825726.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -825884.812500 Penalty: 4419.985352
	Iteration 13Q: 3 clusters Score -825884.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -825991.500000 Penalty: 4419.985352
	Iteration 14Q: 3 clusters Score -825991.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -826075.312500 Penalty: 4419.985352
	Iteration 15Q: 3 clusters Score -826075.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -826143.125000 Penalty: 4419.985352
	Iteration 16Q: 3 clusters Score -826143.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -826201.437500 Penalty: 4419.985352
	Iteration 17Q: 3 clusters Score -826201.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -826259.750000 Penalty: 4419.985352
	Iteration 18Q: 3 clusters Score -826259.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -826321.625000 Penalty: 4419.985352
	Iteration 19Q: 3 clusters Score -826321.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -826391.000000 Penalty: 4419.985352
	Iteration 20F: 3 clusters Score -826391 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -826468.125000 Penalty: 4419.985352
	Iteration 21Q: 3 clusters Score -826468.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -826545.875000 Penalty: 4419.985352
	Iteration 22Q: 3 clusters Score -826545.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -826605.437500 Penalty: 4419.985352
	Iteration 23Q: 3 clusters Score -826605.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -826647.062500 Penalty: 4419.985352
	Iteration 24Q: 3 clusters Score -826647.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -826676.187500 Penalty: 4419.985352
	Iteration 25Q: 3 clusters Score -826676.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -826691.625000 Penalty: 4419.985352
	Iteration 26Q: 3 clusters Score -826691.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -826701.500000 Penalty: 4419.985352
	Iteration 27Q: 3 clusters Score -826701.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -826707.687500 Penalty: 4419.985352
	Iteration 28Q: 3 clusters Score -826707.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -826711.875000 Penalty: 4419.985352
	Iteration 29Q: 3 clusters Score -826711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -826715.375000 Penalty: 4419.985352
	Iteration 30Q: 3 clusters Score -826715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -826720.000000 Penalty: 4419.985352
	Iteration 31Q: 3 clusters Score -826720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -826724.687500 Penalty: 4419.985352
	Iteration 32Q: 3 clusters Score -826724.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -826727.687500 Penalty: 4419.985352
	Iteration 33Q: 3 clusters Score -826727.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -826732.687500 Penalty: 4419.985352
	Iteration 34Q: 3 clusters Score -826732.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -826735.187500 Penalty: 4419.985352
	Iteration 35Q: 3 clusters Score -826735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -826738.250000 Penalty: 4419.985352
	Iteration 36Q: 3 clusters Score -826738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -826737.750000 Penalty: 4419.985352
	Iteration 37Q: 3 clusters Score -826737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -826739.812500 Penalty: 4419.985352
	Iteration 38Q: 3 clusters Score -826739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -826738.687500 Penalty: 4419.985352
	Iteration 39Q: 3 clusters Score -826738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -826738.687500 Penalty: 4419.985352
	Iteration 40F: 3 clusters Score -826738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 53093 members 
Mstep: Class 4 contains 213919 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108281 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13806 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25021 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5251 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6778 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4748 members 
Mstep: Class 46 contains 35536 members 
Mstep: Class 47 contains 27800 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7996 members 
Mstep: Class 54 contains 10677 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16185 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3903 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25355 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Mstep: Class 72 contains 5004 members 
Entering Unmasked Estep 
Score: -139311952.000000 Penalty: 251259.593750
Splitting cluster 10 changes total score from -139313120.000000 to -139311952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (34499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Entering Unmasked Estep 
Score: -3898567.500000 Penalty: 2591.273926
	Iteration 0F: 2 clusters Score -3898568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3875102.000000 Penalty: 5182.547852
	Iteration 0F: 3 clusters Score -3875102 nChanged 15756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3883866.250000 Penalty: 5182.547852
	Iteration 1F: 3 clusters Score -3883866 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3884682.250000 Penalty: 5182.547852
	Iteration 2F: 3 clusters Score -3884682 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3885678.500000 Penalty: 5182.547852
	Iteration 3F: 3 clusters Score -3885678 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3886840.500000 Penalty: 5182.547852
	Iteration 4F: 3 clusters Score -3886840 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3888333.750000 Penalty: 5182.547852
	Iteration 5F: 3 clusters Score -3888334 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3890008.750000 Penalty: 5182.547852
	Iteration 6F: 3 clusters Score -3890009 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3891768.500000 Penalty: 5182.547852
	Iteration 7F: 3 clusters Score -3891768 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3893402.250000 Penalty: 5182.547852
	Iteration 8F: 3 clusters Score -3893402 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -3894680.750000 Penalty: 5182.547852
	Iteration 9Q: 3 clusters Score -3894681 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -3895485.000000 Penalty: 5182.547852
	Iteration 10Q: 3 clusters Score -3895485 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3895972.500000 Penalty: 5182.547852
	Iteration 11Q: 3 clusters Score -3895972 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3896289.250000 Penalty: 5182.547852
	Iteration 12Q: 3 clusters Score -3896289 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -3896508.000000 Penalty: 5182.547852
	Iteration 13Q: 3 clusters Score -3896508 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -3896648.000000 Penalty: 5182.547852
	Iteration 14Q: 3 clusters Score -3896648 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -3896769.000000 Penalty: 5182.547852
	Iteration 15Q: 3 clusters Score -3896769 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -3896898.500000 Penalty: 5182.547852
	Iteration 16Q: 3 clusters Score -3896898 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3897057.000000 Penalty: 5182.547852
	Iteration 17Q: 3 clusters Score -3897057 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -3897211.500000 Penalty: 5182.547852
	Iteration 18Q: 3 clusters Score -3897212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3897370.500000 Penalty: 5182.547852
	Iteration 19Q: 3 clusters Score -3897370 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -3897557.250000 Penalty: 5182.547852
	Iteration 20F: 3 clusters Score -3897557 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -3897674.750000 Penalty: 5182.547852
	Iteration 21Q: 3 clusters Score -3897675 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -3897739.250000 Penalty: 5182.547852
	Iteration 22Q: 3 clusters Score -3897739 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -3897777.500000 Penalty: 5182.547852
	Iteration 23Q: 3 clusters Score -3897778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -3897795.750000 Penalty: 5182.547852
	Iteration 24Q: 3 clusters Score -3897796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3897811.000000 Penalty: 5182.547852
	Iteration 25Q: 3 clusters Score -3897811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -3897821.750000 Penalty: 5182.547852
	Iteration 26Q: 3 clusters Score -3897822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -3897827.500000 Penalty: 5182.547852
	Iteration 27Q: 3 clusters Score -3897828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -3897829.250000 Penalty: 5182.547852
	Iteration 28Q: 3 clusters Score -3897829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -3897832.250000 Penalty: 5182.547852
	Iteration 29Q: 3 clusters Score -3897832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3897828.500000 Penalty: 5182.547852
	Iteration 30Q: 3 clusters Score -3897828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -3897830.000000 Penalty: 5182.547852
	Iteration 31Q: 3 clusters Score -3897830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -3897829.750000 Penalty: 5182.547852
	Iteration 32Q: 3 clusters Score -3897830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3897829.500000 Penalty: 5182.547852
	Iteration 33Q: 3 clusters Score -3897830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -3897826.500000 Penalty: 5182.547852
	Iteration 34Q: 3 clusters Score -3897826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -3897830.500000 Penalty: 5182.547852
	Iteration 35Q: 3 clusters Score -3897830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3897827.500000 Penalty: 5182.547852
	Iteration 36Q: 3 clusters Score -3897828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3897827.500000 Penalty: 5182.547852
	Iteration 37F: 3 clusters Score -3897828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -1084709.500000 Penalty: 2285.771240
	Iteration 0F: 2 clusters Score -1084710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1076925.000000 Penalty: 4571.542480
	Iteration 0F: 3 clusters Score -1076925 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1079219.250000 Penalty: 4571.542480
	Iteration 1F: 3 clusters Score -1079219 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1079548.375000 Penalty: 4571.542480
	Iteration 2F: 3 clusters Score -1079548 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1079804.750000 Penalty: 4571.542480
	Iteration 3F: 3 clusters Score -1079805 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1080041.875000 Penalty: 4571.542480
	Iteration 4Q: 3 clusters Score -1080042 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1080325.875000 Penalty: 4571.542480
	Iteration 5Q: 3 clusters Score -1080326 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1080679.500000 Penalty: 4571.542480
	Iteration 6F: 3 clusters Score -1080680 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1081068.500000 Penalty: 4571.542480
	Iteration 7F: 3 clusters Score -1081068 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1081425.125000 Penalty: 4571.542480
	Iteration 8F: 3 clusters Score -1081425 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1081763.375000 Penalty: 4571.542480
	Iteration 9Q: 3 clusters Score -1081763 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1082051.000000 Penalty: 4571.542480
	Iteration 10Q: 3 clusters Score -1082051 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1082266.625000 Penalty: 4571.542480
	Iteration 11Q: 3 clusters Score -1082267 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1082421.625000 Penalty: 4571.542480
	Iteration 12Q: 3 clusters Score -1082422 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1082535.000000 Penalty: 4571.542480
	Iteration 13Q: 3 clusters Score -1082535 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1082612.875000 Penalty: 4571.542480
	Iteration 14Q: 3 clusters Score -1082613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1082667.875000 Penalty: 4571.542480
	Iteration 15Q: 3 clusters Score -1082668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1082715.250000 Penalty: 4571.542480
	Iteration 16Q: 3 clusters Score -1082715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1082748.625000 Penalty: 4571.542480
	Iteration 17Q: 3 clusters Score -1082749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1082779.250000 Penalty: 4571.542480
	Iteration 18Q: 3 clusters Score -1082779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1082802.250000 Penalty: 4571.542480
	Iteration 19Q: 3 clusters Score -1082802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1082818.250000 Penalty: 4571.542480
	Iteration 20F: 3 clusters Score -1082818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1082823.125000 Penalty: 4571.542480
	Iteration 21Q: 3 clusters Score -1082823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1082827.500000 Penalty: 4571.542480
	Iteration 22Q: 3 clusters Score -1082828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1082829.750000 Penalty: 4571.542480
	Iteration 23Q: 3 clusters Score -1082830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1082833.625000 Penalty: 4571.542480
	Iteration 24Q: 3 clusters Score -1082834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1082836.750000 Penalty: 4571.542480
	Iteration 25Q: 3 clusters Score -1082837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1082845.000000 Penalty: 4571.542480
	Iteration 26Q: 3 clusters Score -1082845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1082847.250000 Penalty: 4571.542480
	Iteration 27Q: 3 clusters Score -1082847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1082849.000000 Penalty: 4571.542480
	Iteration 28Q: 3 clusters Score -1082849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1082851.000000 Penalty: 4571.542480
	Iteration 29Q: 3 clusters Score -1082851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1082852.250000 Penalty: 4571.542480
	Iteration 30Q: 3 clusters Score -1082852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1082852.250000 Penalty: 4571.542480
	Iteration 31F: 3 clusters Score -1082852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Entering Unmasked Estep 
Score: -12188080.000000 Penalty: 2874.936279
	Iteration 0F: 2 clusters Score -1.218808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -12115551.000000 Penalty: 5749.872559
	Iteration 0F: 3 clusters Score -1.211555e+07 nChanged 51399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -12144544.000000 Penalty: 5749.872559
	Iteration 1F: 3 clusters Score -1.214454e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -12145334.000000 Penalty: 5749.872559
	Iteration 2Q: 3 clusters Score -1.214533e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -12146245.000000 Penalty: 5749.872559
	Iteration 3Q: 3 clusters Score -1.214624e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -12147427.000000 Penalty: 5749.872559
	Iteration 4Q: 3 clusters Score -1.214743e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -12149335.000000 Penalty: 5749.872559
	Iteration 5Q: 3 clusters Score -1.214934e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -12152483.000000 Penalty: 5749.872559
	Iteration 6F: 3 clusters Score -1.215248e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -12157518.000000 Penalty: 5749.872559
	Iteration 7F: 3 clusters Score -1.215752e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -12164887.000000 Penalty: 5749.872559
	Iteration 8F: 3 clusters Score -1.216489e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -12173322.000000 Penalty: 5749.872559
	Iteration 9F: 3 clusters Score -1.217332e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -12180044.000000 Penalty: 5749.872559
	Iteration 10F: 3 clusters Score -1.218004e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102627 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -12183660.000000 Penalty: 5749.872559
	Iteration 11Q: 3 clusters Score -1.218366e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104249 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -12185456.000000 Penalty: 5749.872559
	Iteration 12Q: 3 clusters Score -1.218546e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104968 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -12186191.000000 Penalty: 5749.872559
	Iteration 13Q: 3 clusters Score -1.218619e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -12186494.000000 Penalty: 5749.872559
	Iteration 14Q: 3 clusters Score -1.218649e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105530 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -12186641.000000 Penalty: 5749.872559
	Iteration 15Q: 3 clusters Score -1.218664e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12186708.000000 Penalty: 5749.872559
	Iteration 16Q: 3 clusters Score -1.218671e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12186768.000000 Penalty: 5749.872559
	Iteration 17Q: 3 clusters Score -1.218677e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -12186798.000000 Penalty: 5749.872559
	Iteration 18Q: 3 clusters Score -1.21868e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12186840.000000 Penalty: 5749.872559
	Iteration 19Q: 3 clusters Score -1.218684e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -12186845.000000 Penalty: 5749.872559
	Iteration 20F: 3 clusters Score -1.218684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105881 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -12186854.000000 Penalty: 5749.872559
	Iteration 21Q: 3 clusters Score -1.218685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -12186859.000000 Penalty: 5749.872559
	Iteration 22Q: 3 clusters Score -1.218686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -12186864.000000 Penalty: 5749.872559
	Iteration 23Q: 3 clusters Score -1.218686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12186874.000000 Penalty: 5749.872559
	Iteration 24Q: 3 clusters Score -1.218687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -12186879.000000 Penalty: 5749.872559
	Iteration 25Q: 3 clusters Score -1.218688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -12186867.000000 Penalty: 5749.872559
	Iteration 26Q: 3 clusters Score -1.218687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -12186872.000000 Penalty: 5749.872559
	Iteration 27Q: 3 clusters Score -1.218687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -12186862.000000 Penalty: 5749.872559
	Iteration 28Q: 3 clusters Score -1.218686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -12186867.000000 Penalty: 5749.872559
	Iteration 29Q: 3 clusters Score -1.218687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -12186861.000000 Penalty: 5749.872559
	Iteration 30Q: 3 clusters Score -1.218686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -12186868.000000 Penalty: 5749.872559
	Iteration 31Q: 3 clusters Score -1.218687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -12186876.000000 Penalty: 5749.872559
	Iteration 32Q: 3 clusters Score -1.218688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -12186885.000000 Penalty: 5749.872559
	Iteration 33Q: 3 clusters Score -1.218688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -12186880.000000 Penalty: 5749.872559
	Iteration 34Q: 3 clusters Score -1.218688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -12186882.000000 Penalty: 5749.872559
	Iteration 35Q: 3 clusters Score -1.218688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -12186884.000000 Penalty: 5749.872559
	Iteration 36Q: 3 clusters Score -1.218688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12186894.000000 Penalty: 5749.872559
	Iteration 37Q: 3 clusters Score -1.218689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -12186890.000000 Penalty: 5749.872559
	Iteration 38Q: 3 clusters Score -1.218689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12186887.000000 Penalty: 5749.872559
	Iteration 39Q: 3 clusters Score -1.218689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12186887.000000 Penalty: 5749.872559
	Iteration 40F: 3 clusters Score -1.218689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -541288.625000 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -541288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -536794.812500 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -536794.8 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -537975.312500 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -537975.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -538247.375000 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -538247.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -538417.062500 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -538417.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -538578.562500 Penalty: 4226.310059
	Iteration 4Q: 3 clusters Score -538578.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -538737.750000 Penalty: 4226.310059
	Iteration 5Q: 3 clusters Score -538737.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -538907.250000 Penalty: 4226.310059
	Iteration 6Q: 3 clusters Score -538907.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -539138.312500 Penalty: 4226.310059
	Iteration 7Q: 3 clusters Score -539138.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -539352.500000 Penalty: 4226.310059
	Iteration 8F: 3 clusters Score -539352.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -539549.250000 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -539549.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -539738.312500 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -539738.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -539875.687500 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -539875.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -539964.062500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -539964.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -540030.000000 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -540030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -540076.937500 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -540076.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -540109.437500 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -540109.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -540131.687500 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -540131.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -540143.875000 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -540143.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -540153.812500 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -540153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -540162.500000 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -540162.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -540166.375000 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -540166.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -540176.437500 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -540176.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -540181.875000 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -540181.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -540183.875000 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -540183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -540186.312500 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -540186.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -540188.312500 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -540188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -540189.000000 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -540189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -540189.000000 Penalty: 4226.310059
	Iteration 27F: 3 clusters Score -540189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -561029.062500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -561029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -556293.500000 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -556293.5 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -557417.437500 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -557417.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -557661.625000 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -557661.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -557843.937500 Penalty: 4253.803711
	Iteration 3F: 3 clusters Score -557843.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -557984.250000 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -557984.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -558079.562500 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -558079.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -558146.875000 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -558146.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -558208.562500 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -558208.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -558265.500000 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -558265.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -558319.187500 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -558319.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -558366.000000 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -558366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -558419.875000 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -558419.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -558475.437500 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -558475.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -558531.500000 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -558531.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -558589.875000 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -558589.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -558631.312500 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -558631.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -558679.375000 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -558679.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -558725.312500 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -558725.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -558777.312500 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -558777.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -558827.937500 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -558827.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -558884.812500 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -558884.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -558929.125000 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -558929.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -558971.625000 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -558971.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -559000.250000 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -559000.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -559027.937500 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -559027.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -559045.375000 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -559045.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -559064.687500 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -559064.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -559074.875000 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -559074.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -559089.437500 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -559089.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -559102.125000 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -559102.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -559114.437500 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -559114.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -559126.437500 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -559126.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -559133.687500 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -559133.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -559143.937500 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -559143.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -559153.687500 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -559153.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -559161.625000 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -559161.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -559172.250000 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -559172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -559178.562500 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -559178.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -559185.000000 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -559185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -559189.500000 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -559189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -559193.500000 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -559193.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -559197.375000 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -559197.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -559197.750000 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -559197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -559199.125000 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -559199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -559201.687500 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -559201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -559202.187500 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -559202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -559203.687500 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -559203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -559206.562500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -559206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -559207.750000 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -559207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -559209.000000 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -559209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -559209.812500 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -559209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -559209.562500 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -559209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -559210.250000 Penalty: 4253.803711
	Iteration 52Q: 3 clusters Score -559210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -559210.937500 Penalty: 4253.803711
	Iteration 53Q: 3 clusters Score -559210.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -559210.937500 Penalty: 4253.803711
	Iteration 54F: 3 clusters Score -559210.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Entering Unmasked Estep 
Score: -993190.187500 Penalty: 2276.047363
	Iteration 0F: 2 clusters Score -993190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -985818.562500 Penalty: 4552.094727
	Iteration 0F: 3 clusters Score -985818.6 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -988091.937500 Penalty: 4552.094727
	Iteration 1F: 3 clusters Score -988091.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -988550.312500 Penalty: 4552.094727
	Iteration 2F: 3 clusters Score -988550.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -989038.000000 Penalty: 4552.094727
	Iteration 3F: 3 clusters Score -989038 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -989524.687500 Penalty: 4552.094727
	Iteration 4F: 3 clusters Score -989524.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -989971.937500 Penalty: 4552.094727
	Iteration 5F: 3 clusters Score -989971.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -990347.062500 Penalty: 4552.094727
	Iteration 6F: 3 clusters Score -990347.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -990699.625000 Penalty: 4552.094727
	Iteration 7Q: 3 clusters Score -990699.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -991032.250000 Penalty: 4552.094727
	Iteration 8Q: 3 clusters Score -991032.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -991279.437500 Penalty: 4552.094727
	Iteration 9Q: 3 clusters Score -991279.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -991449.937500 Penalty: 4552.094727
	Iteration 10Q: 3 clusters Score -991449.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -991583.812500 Penalty: 4552.094727
	Iteration 11Q: 3 clusters Score -991583.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -991684.937500 Penalty: 4552.094727
	Iteration 12Q: 3 clusters Score -991684.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -991764.437500 Penalty: 4552.094727
	Iteration 13Q: 3 clusters Score -991764.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -991827.875000 Penalty: 4552.094727
	Iteration 14Q: 3 clusters Score -991827.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -991868.437500 Penalty: 4552.094727
	Iteration 15Q: 3 clusters Score -991868.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -991912.875000 Penalty: 4552.094727
	Iteration 16Q: 3 clusters Score -991912.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -991942.375000 Penalty: 4552.094727
	Iteration 17Q: 3 clusters Score -991942.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -991979.312500 Penalty: 4552.094727
	Iteration 18Q: 3 clusters Score -991979.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -992010.250000 Penalty: 4552.094727
	Iteration 19Q: 3 clusters Score -992010.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -992047.000000 Penalty: 4552.094727
	Iteration 20F: 3 clusters Score -992047 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -992078.125000 Penalty: 4552.094727
	Iteration 21Q: 3 clusters Score -992078.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -992107.687500 Penalty: 4552.094727
	Iteration 22Q: 3 clusters Score -992107.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -992126.375000 Penalty: 4552.094727
	Iteration 23Q: 3 clusters Score -992126.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -992141.062500 Penalty: 4552.094727
	Iteration 24Q: 3 clusters Score -992141.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -992155.937500 Penalty: 4552.094727
	Iteration 25Q: 3 clusters Score -992155.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -992165.812500 Penalty: 4552.094727
	Iteration 26Q: 3 clusters Score -992165.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -992180.437500 Penalty: 4552.094727
	Iteration 27Q: 3 clusters Score -992180.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -992189.625000 Penalty: 4552.094727
	Iteration 28Q: 3 clusters Score -992189.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -992195.062500 Penalty: 4552.094727
	Iteration 29Q: 3 clusters Score -992195.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -992201.687500 Penalty: 4552.094727
	Iteration 30Q: 3 clusters Score -992201.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -992211.187500 Penalty: 4552.094727
	Iteration 31Q: 3 clusters Score -992211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -992214.625000 Penalty: 4552.094727
	Iteration 32Q: 3 clusters Score -992214.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -992219.625000 Penalty: 4552.094727
	Iteration 33Q: 3 clusters Score -992219.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -992222.375000 Penalty: 4552.094727
	Iteration 34Q: 3 clusters Score -992222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -992225.875000 Penalty: 4552.094727
	Iteration 35Q: 3 clusters Score -992225.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -992230.375000 Penalty: 4552.094727
	Iteration 36Q: 3 clusters Score -992230.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -992234.437500 Penalty: 4552.094727
	Iteration 37Q: 3 clusters Score -992234.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -992236.250000 Penalty: 4552.094727
	Iteration 38Q: 3 clusters Score -992236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -992238.687500 Penalty: 4552.094727
	Iteration 39Q: 3 clusters Score -992238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -992239.437500 Penalty: 4552.094727
	Iteration 40F: 3 clusters Score -992239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -992243.250000 Penalty: 4552.094727
	Iteration 41Q: 3 clusters Score -992243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -992244.812500 Penalty: 4552.094727
	Iteration 42Q: 3 clusters Score -992244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -992247.437500 Penalty: 4552.094727
	Iteration 43Q: 3 clusters Score -992247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -992250.937500 Penalty: 4552.094727
	Iteration 44Q: 3 clusters Score -992250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -992249.875000 Penalty: 4552.094727
	Iteration 45Q: 3 clusters Score -992249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -992249.250000 Penalty: 4552.094727
	Iteration 46Q: 3 clusters Score -992249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -992251.312500 Penalty: 4552.094727
	Iteration 47Q: 3 clusters Score -992251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -992251.500000 Penalty: 4552.094727
	Iteration 48Q: 3 clusters Score -992251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -992251.250000 Penalty: 4552.094727
	Iteration 49Q: 3 clusters Score -992251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -992252.875000 Penalty: 4552.094727
	Iteration 50Q: 3 clusters Score -992252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -992253.250000 Penalty: 4552.094727
	Iteration 51Q: 3 clusters Score -992253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -992253.187500 Penalty: 4552.094727
	Iteration 52Q: 3 clusters Score -992253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -992256.312500 Penalty: 4552.094727
	Iteration 53Q: 3 clusters Score -992256.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -992255.250000 Penalty: 4552.094727
	Iteration 54Q: 3 clusters Score -992255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -992256.062500 Penalty: 4552.094727
	Iteration 55Q: 3 clusters Score -992256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -992256.312500 Penalty: 4552.094727
	Iteration 56Q: 3 clusters Score -992256.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -992260.125000 Penalty: 4552.094727
	Iteration 57Q: 3 clusters Score -992260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -992264.812500 Penalty: 4552.094727
	Iteration 58Q: 3 clusters Score -992264.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -992266.562500 Penalty: 4552.094727
	Iteration 59Q: 3 clusters Score -992266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -992271.187500 Penalty: 4552.094727
	Iteration 60F: 3 clusters Score -992271.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -992273.500000 Penalty: 4552.094727
	Iteration 61Q: 3 clusters Score -992273.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -992275.312500 Penalty: 4552.094727
	Iteration 62Q: 3 clusters Score -992275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -992281.000000 Penalty: 4552.094727
	Iteration 63Q: 3 clusters Score -992281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -992280.812500 Penalty: 4552.094727
	Iteration 64Q: 3 clusters Score -992280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -992282.562500 Penalty: 4552.094727
	Iteration 65Q: 3 clusters Score -992282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -992281.500000 Penalty: 4552.094727
	Iteration 66Q: 3 clusters Score -992281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -992281.500000 Penalty: 4552.094727
	Iteration 67F: 3 clusters Score -992281.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Entering Unmasked Estep 
Score: -14461022.000000 Penalty: 2917.042236
	Iteration 0F: 2 clusters Score -1.446102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -14375097.000000 Penalty: 5834.084473
	Iteration 0F: 3 clusters Score -1.43751e+07 nChanged 61105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -14410083.000000 Penalty: 5834.084473
	Iteration 1F: 3 clusters Score -1.441008e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -14411189.000000 Penalty: 5834.084473
	Iteration 2Q: 3 clusters Score -1.441119e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -14412498.000000 Penalty: 5834.084473
	Iteration 3Q: 3 clusters Score -1.44125e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -14414220.000000 Penalty: 5834.084473
	Iteration 4Q: 3 clusters Score -1.441422e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -14416631.000000 Penalty: 5834.084473
	Iteration 5Q: 3 clusters Score -1.441663e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -14419591.000000 Penalty: 5834.084473
	Iteration 6F: 3 clusters Score -1.441959e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -14423271.000000 Penalty: 5834.084473
	Iteration 7F: 3 clusters Score -1.442327e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -14427098.000000 Penalty: 5834.084473
	Iteration 8F: 3 clusters Score -1.44271e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -14430954.000000 Penalty: 5834.084473
	Iteration 9F: 3 clusters Score -1.443095e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -14434757.000000 Penalty: 5834.084473
	Iteration 10F: 3 clusters Score -1.443476e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -14438949.000000 Penalty: 5834.084473
	Iteration 11Q: 3 clusters Score -1.443895e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110941 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -14443573.000000 Penalty: 5834.084473
	Iteration 12Q: 3 clusters Score -1.444357e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116849 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -14448494.000000 Penalty: 5834.084473
	Iteration 13Q: 3 clusters Score -1.444849e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -14452910.000000 Penalty: 5834.084473
	Iteration 14Q: 3 clusters Score -1.445291e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124871 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -14455876.000000 Penalty: 5834.084473
	Iteration 15Q: 3 clusters Score -1.445588e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14457411.000000 Penalty: 5834.084473
	Iteration 16Q: 3 clusters Score -1.445741e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127345 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14458035.000000 Penalty: 5834.084473
	Iteration 17Q: 3 clusters Score -1.445804e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14458263.000000 Penalty: 5834.084473
	Iteration 18Q: 3 clusters Score -1.445826e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14458417.000000 Penalty: 5834.084473
	Iteration 19Q: 3 clusters Score -1.445842e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14458445.000000 Penalty: 5834.084473
	Iteration 20F: 3 clusters Score -1.445844e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127865 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14458473.000000 Penalty: 5834.084473
	Iteration 21Q: 3 clusters Score -1.445847e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127898 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14458498.000000 Penalty: 5834.084473
	Iteration 22Q: 3 clusters Score -1.44585e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127920 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -14458523.000000 Penalty: 5834.084473
	Iteration 23Q: 3 clusters Score -1.445852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14458547.000000 Penalty: 5834.084473
	Iteration 24Q: 3 clusters Score -1.445855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14458562.000000 Penalty: 5834.084473
	Iteration 25Q: 3 clusters Score -1.445856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127940 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14458572.000000 Penalty: 5834.084473
	Iteration 26Q: 3 clusters Score -1.445857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127941 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14458584.000000 Penalty: 5834.084473
	Iteration 27Q: 3 clusters Score -1.445858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127940 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14458580.000000 Penalty: 5834.084473
	Iteration 28Q: 3 clusters Score -1.445858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127940 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14458580.000000 Penalty: 5834.084473
	Iteration 29F: 3 clusters Score -1.445858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -1073927.375000 Penalty: 2282.871338
	Iteration 0F: 2 clusters Score -1073927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1066370.625000 Penalty: 4565.742676
	Iteration 0F: 3 clusters Score -1066371 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1068598.125000 Penalty: 4565.742676
	Iteration 1F: 3 clusters Score -1068598 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1069002.125000 Penalty: 4565.742676
	Iteration 2F: 3 clusters Score -1069002 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1069351.500000 Penalty: 4565.742676
	Iteration 3F: 3 clusters Score -1069352 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1069647.625000 Penalty: 4565.742676
	Iteration 4F: 3 clusters Score -1069648 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1069919.000000 Penalty: 4565.742676
	Iteration 5Q: 3 clusters Score -1069919 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1070167.500000 Penalty: 4565.742676
	Iteration 6Q: 3 clusters Score -1070168 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1070364.125000 Penalty: 4565.742676
	Iteration 7Q: 3 clusters Score -1070364 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1070505.125000 Penalty: 4565.742676
	Iteration 8Q: 3 clusters Score -1070505 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1070633.000000 Penalty: 4565.742676
	Iteration 9Q: 3 clusters Score -1070633 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1070746.000000 Penalty: 4565.742676
	Iteration 10Q: 3 clusters Score -1070746 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1070823.125000 Penalty: 4565.742676
	Iteration 11Q: 3 clusters Score -1070823 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1070881.000000 Penalty: 4565.742676
	Iteration 12Q: 3 clusters Score -1070881 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1070925.375000 Penalty: 4565.742676
	Iteration 13Q: 3 clusters Score -1070925 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1070962.000000 Penalty: 4565.742676
	Iteration 14Q: 3 clusters Score -1070962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1070995.375000 Penalty: 4565.742676
	Iteration 15Q: 3 clusters Score -1070995 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1071037.375000 Penalty: 4565.742676
	Iteration 16Q: 3 clusters Score -1071037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1071082.000000 Penalty: 4565.742676
	Iteration 17Q: 3 clusters Score -1071082 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1071139.750000 Penalty: 4565.742676
	Iteration 18Q: 3 clusters Score -1071140 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1071207.750000 Penalty: 4565.742676
	Iteration 19Q: 3 clusters Score -1071208 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1071301.125000 Penalty: 4565.742676
	Iteration 20F: 3 clusters Score -1071301 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1071435.750000 Penalty: 4565.742676
	Iteration 21Q: 3 clusters Score -1071436 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1071628.875000 Penalty: 4565.742676
	Iteration 22Q: 3 clusters Score -1071629 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1071834.875000 Penalty: 4565.742676
	Iteration 23Q: 3 clusters Score -1071835 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1072062.875000 Penalty: 4565.742676
	Iteration 24Q: 3 clusters Score -1072063 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1072280.875000 Penalty: 4565.742676
	Iteration 25Q: 3 clusters Score -1072281 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1072458.875000 Penalty: 4565.742676
	Iteration 26Q: 3 clusters Score -1072459 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1072605.250000 Penalty: 4565.742676
	Iteration 27Q: 3 clusters Score -1072605 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1072680.750000 Penalty: 4565.742676
	Iteration 28Q: 3 clusters Score -1072681 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1072732.125000 Penalty: 4565.742676
	Iteration 29Q: 3 clusters Score -1072732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1072763.250000 Penalty: 4565.742676
	Iteration 30Q: 3 clusters Score -1072763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1072789.625000 Penalty: 4565.742676
	Iteration 31Q: 3 clusters Score -1072790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1072806.500000 Penalty: 4565.742676
	Iteration 32Q: 3 clusters Score -1072806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1072823.375000 Penalty: 4565.742676
	Iteration 33Q: 3 clusters Score -1072823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1072824.875000 Penalty: 4565.742676
	Iteration 34Q: 3 clusters Score -1072825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1072833.625000 Penalty: 4565.742676
	Iteration 35Q: 3 clusters Score -1072834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1072832.750000 Penalty: 4565.742676
	Iteration 36Q: 3 clusters Score -1072833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1072837.875000 Penalty: 4565.742676
	Iteration 37Q: 3 clusters Score -1072838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1072838.875000 Penalty: 4565.742676
	Iteration 38Q: 3 clusters Score -1072839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1072839.375000 Penalty: 4565.742676
	Iteration 39Q: 3 clusters Score -1072839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1072838.375000 Penalty: 4565.742676
	Iteration 40F: 3 clusters Score -1072838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47979.800781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -47979.8 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 246 members 
Entering Unmasked Estep 
Score: -46538.406250 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -46538.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46753.816406 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46753.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46807.304688 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -46807.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46817.218750 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -46817.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46824.609375 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -46824.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46834.378906 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -46834.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46839.398438 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -46839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46843.359375 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -46843.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46843.359375 Penalty: 3075.452393
	Iteration 8F: 3 clusters Score -46843.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Entering Unmasked Estep 
Score: -1524445.125000 Penalty: 2361.621094
	Iteration 0F: 2 clusters Score -1524445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1514462.875000 Penalty: 4723.242188
	Iteration 0F: 3 clusters Score -1514463 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1517638.500000 Penalty: 4723.242188
	Iteration 1F: 3 clusters Score -1517638 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1518138.750000 Penalty: 4723.242188
	Iteration 2F: 3 clusters Score -1518139 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1518638.000000 Penalty: 4723.242188
	Iteration 3F: 3 clusters Score -1518638 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1519242.000000 Penalty: 4723.242188
	Iteration 4F: 3 clusters Score -1519242 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1520017.875000 Penalty: 4723.242188
	Iteration 5F: 3 clusters Score -1520018 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1520819.250000 Penalty: 4723.242188
	Iteration 6F: 3 clusters Score -1520819 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1521511.500000 Penalty: 4723.242188
	Iteration 7F: 3 clusters Score -1521512 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1522037.625000 Penalty: 4723.242188
	Iteration 8F: 3 clusters Score -1522038 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1522399.750000 Penalty: 4723.242188
	Iteration 9Q: 3 clusters Score -1522400 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1522646.000000 Penalty: 4723.242188
	Iteration 10Q: 3 clusters Score -1522646 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1522786.625000 Penalty: 4723.242188
	Iteration 11Q: 3 clusters Score -1522787 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1522867.125000 Penalty: 4723.242188
	Iteration 12Q: 3 clusters Score -1522867 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1522914.625000 Penalty: 4723.242188
	Iteration 13Q: 3 clusters Score -1522915 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1522951.875000 Penalty: 4723.242188
	Iteration 14Q: 3 clusters Score -1522952 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1522980.250000 Penalty: 4723.242188
	Iteration 15Q: 3 clusters Score -1522980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1523015.125000 Penalty: 4723.242188
	Iteration 16Q: 3 clusters Score -1523015 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1523031.125000 Penalty: 4723.242188
	Iteration 17Q: 3 clusters Score -1523031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1523043.000000 Penalty: 4723.242188
	Iteration 18Q: 3 clusters Score -1523043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1523055.500000 Penalty: 4723.242188
	Iteration 19Q: 3 clusters Score -1523056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1523058.625000 Penalty: 4723.242188
	Iteration 20F: 3 clusters Score -1523059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1523065.875000 Penalty: 4723.242188
	Iteration 21Q: 3 clusters Score -1523066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1523067.375000 Penalty: 4723.242188
	Iteration 22Q: 3 clusters Score -1523067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1523072.375000 Penalty: 4723.242188
	Iteration 23Q: 3 clusters Score -1523072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1523075.875000 Penalty: 4723.242188
	Iteration 24Q: 3 clusters Score -1523076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1523086.750000 Penalty: 4723.242188
	Iteration 25Q: 3 clusters Score -1523087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1523086.625000 Penalty: 4723.242188
	Iteration 26Q: 3 clusters Score -1523087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1523084.875000 Penalty: 4723.242188
	Iteration 27Q: 3 clusters Score -1523085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1523082.000000 Penalty: 4723.242188
	Iteration 28Q: 3 clusters Score -1523082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1523084.625000 Penalty: 4723.242188
	Iteration 29Q: 3 clusters Score -1523085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1523086.750000 Penalty: 4723.242188
	Iteration 30Q: 3 clusters Score -1523087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1523088.625000 Penalty: 4723.242188
	Iteration 31Q: 3 clusters Score -1523089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1523091.125000 Penalty: 4723.242188
	Iteration 32Q: 3 clusters Score -1523091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1523093.250000 Penalty: 4723.242188
	Iteration 33Q: 3 clusters Score -1523093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1523092.625000 Penalty: 4723.242188
	Iteration 34Q: 3 clusters Score -1523093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1523093.875000 Penalty: 4723.242188
	Iteration 35Q: 3 clusters Score -1523094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1523094.750000 Penalty: 4723.242188
	Iteration 36Q: 3 clusters Score -1523095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1523093.750000 Penalty: 4723.242188
	Iteration 37Q: 3 clusters Score -1523094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1523094.875000 Penalty: 4723.242188
	Iteration 38Q: 3 clusters Score -1523095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1523094.875000 Penalty: 4723.242188
	Iteration 39F: 3 clusters Score -1523095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -674924.687500 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -674924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -669820.937500 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -669820.9 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -671039.187500 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -671039.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -671269.250000 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -671269.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -671392.875000 Penalty: 4311.974609
	Iteration 3Q: 3 clusters Score -671392.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -671489.687500 Penalty: 4311.974609
	Iteration 4Q: 3 clusters Score -671489.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -671577.125000 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -671577.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -671648.625000 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -671648.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -671705.437500 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -671705.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -671756.375000 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -671756.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -671814.437500 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -671814.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -671875.687500 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -671875.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -671929.062500 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -671929.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -671983.625000 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -671983.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -672040.125000 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -672040.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -672109.062500 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -672109.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -672180.437500 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -672180.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -672253.437500 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -672253.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -672341.625000 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -672341.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -672412.187500 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -672412.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -672484.437500 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -672484.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -672568.187500 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -672568.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -672634.312500 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -672634.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -672690.500000 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -672690.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -672744.812500 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -672744.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -672790.062500 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -672790.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -672814.937500 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -672814.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -672844.062500 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -672844.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -672864.375000 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -672864.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -672883.437500 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -672883.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -672903.812500 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -672903.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -672922.250000 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -672922.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -672928.875000 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -672928.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -672935.437500 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -672935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -672939.000000 Penalty: 4311.974609
	Iteration 33Q: 3 clusters Score -672939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -672939.562500 Penalty: 4311.974609
	Iteration 34Q: 3 clusters Score -672939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -672942.875000 Penalty: 4311.974609
	Iteration 35Q: 3 clusters Score -672942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -672944.187500 Penalty: 4311.974609
	Iteration 36Q: 3 clusters Score -672944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -672948.062500 Penalty: 4311.974609
	Iteration 37Q: 3 clusters Score -672948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -672948.750000 Penalty: 4311.974609
	Iteration 38Q: 3 clusters Score -672948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -672949.625000 Penalty: 4311.974609
	Iteration 39Q: 3 clusters Score -672949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -672950.312500 Penalty: 4311.974609
	Iteration 40F: 3 clusters Score -672950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -672953.125000 Penalty: 4311.974609
	Iteration 41Q: 3 clusters Score -672953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -672955.812500 Penalty: 4311.974609
	Iteration 42Q: 3 clusters Score -672955.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -672966.562500 Penalty: 4311.974609
	Iteration 43Q: 3 clusters Score -672966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -672974.562500 Penalty: 4311.974609
	Iteration 44Q: 3 clusters Score -672974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -672980.687500 Penalty: 4311.974609
	Iteration 45Q: 3 clusters Score -672980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -672988.500000 Penalty: 4311.974609
	Iteration 46Q: 3 clusters Score -672988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -672997.500000 Penalty: 4311.974609
	Iteration 47Q: 3 clusters Score -672997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -672998.375000 Penalty: 4311.974609
	Iteration 48Q: 3 clusters Score -672998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -672999.000000 Penalty: 4311.974609
	Iteration 49Q: 3 clusters Score -672999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -672999.000000 Penalty: 4311.974609
	Iteration 50F: 3 clusters Score -672999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Entering Unmasked Estep 
Score: -1502797.125000 Penalty: 2364.148926
	Iteration 0F: 2 clusters Score -1502797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1492689.250000 Penalty: 4728.297852
	Iteration 0F: 3 clusters Score -1492689 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1496081.000000 Penalty: 4728.297852
	Iteration 1F: 3 clusters Score -1496081 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1496829.375000 Penalty: 4728.297852
	Iteration 2F: 3 clusters Score -1496829 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1497635.500000 Penalty: 4728.297852
	Iteration 3F: 3 clusters Score -1497636 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1498531.250000 Penalty: 4728.297852
	Iteration 4F: 3 clusters Score -1498531 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1499447.000000 Penalty: 4728.297852
	Iteration 5F: 3 clusters Score -1499447 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1500341.625000 Penalty: 4728.297852
	Iteration 6F: 3 clusters Score -1500342 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1501036.625000 Penalty: 4728.297852
	Iteration 7F: 3 clusters Score -1501037 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1501628.375000 Penalty: 4728.297852
	Iteration 8Q: 3 clusters Score -1501628 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1502053.125000 Penalty: 4728.297852
	Iteration 9Q: 3 clusters Score -1502053 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1502287.500000 Penalty: 4728.297852
	Iteration 10Q: 3 clusters Score -1502288 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1502416.750000 Penalty: 4728.297852
	Iteration 11Q: 3 clusters Score -1502417 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1502476.500000 Penalty: 4728.297852
	Iteration 12Q: 3 clusters Score -1502476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1502503.500000 Penalty: 4728.297852
	Iteration 13Q: 3 clusters Score -1502504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1502526.750000 Penalty: 4728.297852
	Iteration 14Q: 3 clusters Score -1502527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1502535.000000 Penalty: 4728.297852
	Iteration 15Q: 3 clusters Score -1502535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1502550.750000 Penalty: 4728.297852
	Iteration 16Q: 3 clusters Score -1502551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1502553.500000 Penalty: 4728.297852
	Iteration 17Q: 3 clusters Score -1502554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1502557.875000 Penalty: 4728.297852
	Iteration 18Q: 3 clusters Score -1502558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1502559.625000 Penalty: 4728.297852
	Iteration 19Q: 3 clusters Score -1502560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1502562.375000 Penalty: 4728.297852
	Iteration 20F: 3 clusters Score -1502562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1502566.875000 Penalty: 4728.297852
	Iteration 21Q: 3 clusters Score -1502567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1502565.625000 Penalty: 4728.297852
	Iteration 22Q: 3 clusters Score -1502566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1502568.000000 Penalty: 4728.297852
	Iteration 23Q: 3 clusters Score -1502568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1502568.375000 Penalty: 4728.297852
	Iteration 24Q: 3 clusters Score -1502568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1502570.875000 Penalty: 4728.297852
	Iteration 25Q: 3 clusters Score -1502571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1502571.750000 Penalty: 4728.297852
	Iteration 26Q: 3 clusters Score -1502572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1502572.625000 Penalty: 4728.297852
	Iteration 27Q: 3 clusters Score -1502573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1502575.000000 Penalty: 4728.297852
	Iteration 28Q: 3 clusters Score -1502575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1502575.250000 Penalty: 4728.297852
	Iteration 29Q: 3 clusters Score -1502575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1502575.250000 Penalty: 4728.297852
	Iteration 30F: 3 clusters Score -1502575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -288668.031250 Penalty: 2000.652954
	Iteration 0F: 2 clusters Score -288668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -285309.406250 Penalty: 4001.305908
	Iteration 0F: 3 clusters Score -285309.4 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -286048.218750 Penalty: 4001.305908
	Iteration 1F: 3 clusters Score -286048.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -286318.156250 Penalty: 4001.305908
	Iteration 2F: 3 clusters Score -286318.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -286518.437500 Penalty: 4001.305908
	Iteration 3F: 3 clusters Score -286518.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -286732.875000 Penalty: 4001.305908
	Iteration 4F: 3 clusters Score -286732.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -286947.156250 Penalty: 4001.305908
	Iteration 5F: 3 clusters Score -286947.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -287130.562500 Penalty: 4001.305908
	Iteration 6Q: 3 clusters Score -287130.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -287258.406250 Penalty: 4001.305908
	Iteration 7Q: 3 clusters Score -287258.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -287372.875000 Penalty: 4001.305908
	Iteration 8Q: 3 clusters Score -287372.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -287460.750000 Penalty: 4001.305908
	Iteration 9Q: 3 clusters Score -287460.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -287528.218750 Penalty: 4001.305908
	Iteration 10Q: 3 clusters Score -287528.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -287595.468750 Penalty: 4001.305908
	Iteration 11Q: 3 clusters Score -287595.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -287650.062500 Penalty: 4001.305908
	Iteration 12Q: 3 clusters Score -287650.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -287695.875000 Penalty: 4001.305908
	Iteration 13Q: 3 clusters Score -287695.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -287718.281250 Penalty: 4001.305908
	Iteration 14Q: 3 clusters Score -287718.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -287740.968750 Penalty: 4001.305908
	Iteration 15Q: 3 clusters Score -287741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -287761.187500 Penalty: 4001.305908
	Iteration 16Q: 3 clusters Score -287761.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -287775.406250 Penalty: 4001.305908
	Iteration 17Q: 3 clusters Score -287775.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -287785.187500 Penalty: 4001.305908
	Iteration 18Q: 3 clusters Score -287785.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -287792.343750 Penalty: 4001.305908
	Iteration 19Q: 3 clusters Score -287792.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -287799.437500 Penalty: 4001.305908
	Iteration 20F: 3 clusters Score -287799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -287803.562500 Penalty: 4001.305908
	Iteration 21Q: 3 clusters Score -287803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -287807.125000 Penalty: 4001.305908
	Iteration 22Q: 3 clusters Score -287807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -287810.781250 Penalty: 4001.305908
	Iteration 23Q: 3 clusters Score -287810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -287813.812500 Penalty: 4001.305908
	Iteration 24Q: 3 clusters Score -287813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -287816.625000 Penalty: 4001.305908
	Iteration 25Q: 3 clusters Score -287816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -287822.656250 Penalty: 4001.305908
	Iteration 26Q: 3 clusters Score -287822.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -287827.312500 Penalty: 4001.305908
	Iteration 27Q: 3 clusters Score -287827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -287829.875000 Penalty: 4001.305908
	Iteration 28Q: 3 clusters Score -287829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -287830.343750 Penalty: 4001.305908
	Iteration 29Q: 3 clusters Score -287830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -287830.343750 Penalty: 4001.305908
	Iteration 30F: 3 clusters Score -287830.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Entering Unmasked Estep 
Score: -1734350.500000 Penalty: 2404.280273
	Iteration 0F: 2 clusters Score -1734350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1722723.125000 Penalty: 4808.560547
	Iteration 0F: 3 clusters Score -1722723 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1726502.625000 Penalty: 4808.560547
	Iteration 1F: 3 clusters Score -1726503 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1726913.625000 Penalty: 4808.560547
	Iteration 2F: 3 clusters Score -1726914 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1727261.500000 Penalty: 4808.560547
	Iteration 3F: 3 clusters Score -1727262 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1727570.625000 Penalty: 4808.560547
	Iteration 4Q: 3 clusters Score -1727571 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1727852.625000 Penalty: 4808.560547
	Iteration 5Q: 3 clusters Score -1727853 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1728126.500000 Penalty: 4808.560547
	Iteration 6Q: 3 clusters Score -1728126 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1728389.875000 Penalty: 4808.560547
	Iteration 7Q: 3 clusters Score -1728390 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1728654.875000 Penalty: 4808.560547
	Iteration 8Q: 3 clusters Score -1728655 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1728953.250000 Penalty: 4808.560547
	Iteration 9Q: 3 clusters Score -1728953 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1729279.750000 Penalty: 4808.560547
	Iteration 10Q: 3 clusters Score -1729280 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1729665.250000 Penalty: 4808.560547
	Iteration 11Q: 3 clusters Score -1729665 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1730067.000000 Penalty: 4808.560547
	Iteration 12Q: 3 clusters Score -1730067 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1730442.875000 Penalty: 4808.560547
	Iteration 13Q: 3 clusters Score -1730443 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1730753.875000 Penalty: 4808.560547
	Iteration 14Q: 3 clusters Score -1730754 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1731071.750000 Penalty: 4808.560547
	Iteration 15Q: 3 clusters Score -1731072 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1731369.500000 Penalty: 4808.560547
	Iteration 16Q: 3 clusters Score -1731370 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1731673.000000 Penalty: 4808.560547
	Iteration 17Q: 3 clusters Score -1731673 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1731994.875000 Penalty: 4808.560547
	Iteration 18Q: 3 clusters Score -1731995 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1732394.625000 Penalty: 4808.560547
	Iteration 19Q: 3 clusters Score -1732395 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1732741.000000 Penalty: 4808.560547
	Iteration 20F: 3 clusters Score -1732741 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1733023.375000 Penalty: 4808.560547
	Iteration 21Q: 3 clusters Score -1733023 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1733194.750000 Penalty: 4808.560547
	Iteration 22Q: 3 clusters Score -1733195 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1733310.625000 Penalty: 4808.560547
	Iteration 23Q: 3 clusters Score -1733311 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1733388.125000 Penalty: 4808.560547
	Iteration 24Q: 3 clusters Score -1733388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1733438.500000 Penalty: 4808.560547
	Iteration 25Q: 3 clusters Score -1733438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1733492.000000 Penalty: 4808.560547
	Iteration 26Q: 3 clusters Score -1733492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1733525.625000 Penalty: 4808.560547
	Iteration 27Q: 3 clusters Score -1733526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1733550.000000 Penalty: 4808.560547
	Iteration 28Q: 3 clusters Score -1733550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1733576.875000 Penalty: 4808.560547
	Iteration 29Q: 3 clusters Score -1733577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1733604.750000 Penalty: 4808.560547
	Iteration 30Q: 3 clusters Score -1733605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1733623.375000 Penalty: 4808.560547
	Iteration 31Q: 3 clusters Score -1733623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1733636.000000 Penalty: 4808.560547
	Iteration 32Q: 3 clusters Score -1733636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1733646.625000 Penalty: 4808.560547
	Iteration 33Q: 3 clusters Score -1733647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1733657.500000 Penalty: 4808.560547
	Iteration 34Q: 3 clusters Score -1733658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1733666.125000 Penalty: 4808.560547
	Iteration 35Q: 3 clusters Score -1733666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1733679.625000 Penalty: 4808.560547
	Iteration 36Q: 3 clusters Score -1733680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1733684.250000 Penalty: 4808.560547
	Iteration 37Q: 3 clusters Score -1733684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1733691.250000 Penalty: 4808.560547
	Iteration 38Q: 3 clusters Score -1733691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1733695.125000 Penalty: 4808.560547
	Iteration 39Q: 3 clusters Score -1733695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1733729.000000 Penalty: 4808.560547
	Iteration 40F: 3 clusters Score -1733729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1733756.125000 Penalty: 4808.560547
	Iteration 41Q: 3 clusters Score -1733756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1733776.250000 Penalty: 4808.560547
	Iteration 42Q: 3 clusters Score -1733776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1733785.000000 Penalty: 4808.560547
	Iteration 43Q: 3 clusters Score -1733785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1733801.375000 Penalty: 4808.560547
	Iteration 44Q: 3 clusters Score -1733801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1733810.375000 Penalty: 4808.560547
	Iteration 45Q: 3 clusters Score -1733810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1733817.875000 Penalty: 4808.560547
	Iteration 46Q: 3 clusters Score -1733818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1733826.375000 Penalty: 4808.560547
	Iteration 47Q: 3 clusters Score -1733826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1733831.750000 Penalty: 4808.560547
	Iteration 48Q: 3 clusters Score -1733832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1733833.500000 Penalty: 4808.560547
	Iteration 49Q: 3 clusters Score -1733834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1733836.750000 Penalty: 4808.560547
	Iteration 50Q: 3 clusters Score -1733837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1733834.125000 Penalty: 4808.560547
	Iteration 51Q: 3 clusters Score -1733834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1733841.875000 Penalty: 4808.560547
	Iteration 52Q: 3 clusters Score -1733842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1733844.625000 Penalty: 4808.560547
	Iteration 53Q: 3 clusters Score -1733845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1733847.625000 Penalty: 4808.560547
	Iteration 54Q: 3 clusters Score -1733848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1733851.875000 Penalty: 4808.560547
	Iteration 55Q: 3 clusters Score -1733852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1733855.250000 Penalty: 4808.560547
	Iteration 56Q: 3 clusters Score -1733855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1733862.875000 Penalty: 4808.560547
	Iteration 57Q: 3 clusters Score -1733863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1733860.750000 Penalty: 4808.560547
	Iteration 58Q: 3 clusters Score -1733861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1733865.500000 Penalty: 4808.560547
	Iteration 59Q: 3 clusters Score -1733866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1733870.500000 Penalty: 4808.560547
	Iteration 60F: 3 clusters Score -1733870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1733865.625000 Penalty: 4808.560547
	Iteration 61Q: 3 clusters Score -1733866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1733866.250000 Penalty: 4808.560547
	Iteration 62Q: 3 clusters Score -1733866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1733871.250000 Penalty: 4808.560547
	Iteration 63Q: 3 clusters Score -1733871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1733871.250000 Penalty: 4808.560547
	Iteration 64Q: 3 clusters Score -1733871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1733871.250000 Penalty: 4808.560547
	Iteration 65Q: 3 clusters Score -1733871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1733871.375000 Penalty: 4808.560547
	Iteration 66Q: 3 clusters Score -1733871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1733873.250000 Penalty: 4808.560547
	Iteration 67Q: 3 clusters Score -1733873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1733871.500000 Penalty: 4808.560547
	Iteration 68Q: 3 clusters Score -1733872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1733872.125000 Penalty: 4808.560547
	Iteration 69Q: 3 clusters Score -1733872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1733873.000000 Penalty: 4808.560547
	Iteration 70Q: 3 clusters Score -1733873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1733876.250000 Penalty: 4808.560547
	Iteration 71Q: 3 clusters Score -1733876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1733877.500000 Penalty: 4808.560547
	Iteration 72Q: 3 clusters Score -1733878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1733881.375000 Penalty: 4808.560547
	Iteration 73Q: 3 clusters Score -1733881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1733884.500000 Penalty: 4808.560547
	Iteration 74Q: 3 clusters Score -1733884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1733881.875000 Penalty: 4808.560547
	Iteration 75Q: 3 clusters Score -1733882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1733883.875000 Penalty: 4808.560547
	Iteration 76Q: 3 clusters Score -1733884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1733887.000000 Penalty: 4808.560547
	Iteration 77Q: 3 clusters Score -1733887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1733887.500000 Penalty: 4808.560547
	Iteration 78Q: 3 clusters Score -1733888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1733886.750000 Penalty: 4808.560547
	Iteration 79Q: 3 clusters Score -1733887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1733883.625000 Penalty: 4808.560547
	Iteration 80F: 3 clusters Score -1733884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1733887.000000 Penalty: 4808.560547
	Iteration 81Q: 3 clusters Score -1733887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1733886.500000 Penalty: 4808.560547
	Iteration 82Q: 3 clusters Score -1733886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1733886.500000 Penalty: 4808.560547
	Iteration 83Q: 3 clusters Score -1733886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1733887.000000 Penalty: 4808.560547
	Iteration 84Q: 3 clusters Score -1733887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1733890.000000 Penalty: 4808.560547
	Iteration 85Q: 3 clusters Score -1733890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1733889.250000 Penalty: 4808.560547
	Iteration 86Q: 3 clusters Score -1733889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1733889.875000 Penalty: 4808.560547
	Iteration 87Q: 3 clusters Score -1733890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1733888.625000 Penalty: 4808.560547
	Iteration 88Q: 3 clusters Score -1733889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1733893.000000 Penalty: 4808.560547
	Iteration 89Q: 3 clusters Score -1733893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1733899.125000 Penalty: 4808.560547
	Iteration 90Q: 3 clusters Score -1733899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1733898.125000 Penalty: 4808.560547
	Iteration 91Q: 3 clusters Score -1733898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1733900.625000 Penalty: 4808.560547
	Iteration 92Q: 3 clusters Score -1733901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1733899.000000 Penalty: 4808.560547
	Iteration 93Q: 3 clusters Score -1733899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1733906.000000 Penalty: 4808.560547
	Iteration 94Q: 3 clusters Score -1733906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1733907.000000 Penalty: 4808.560547
	Iteration 95Q: 3 clusters Score -1733907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1733905.750000 Penalty: 4808.560547
	Iteration 96Q: 3 clusters Score -1733906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1733908.000000 Penalty: 4808.560547
	Iteration 97Q: 3 clusters Score -1733908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1733911.750000 Penalty: 4808.560547
	Iteration 98Q: 3 clusters Score -1733912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1733914.125000 Penalty: 4808.560547
	Iteration 99Q: 3 clusters Score -1733914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1733920.500000 Penalty: 4808.560547
	Iteration 100F: 3 clusters Score -1733920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1733922.250000 Penalty: 4808.560547
	Iteration 101Q: 3 clusters Score -1733922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1733927.875000 Penalty: 4808.560547
	Iteration 102Q: 3 clusters Score -1733928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1733942.250000 Penalty: 4808.560547
	Iteration 103Q: 3 clusters Score -1733942 nChanged 40
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Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1733950.000000 Penalty: 4808.560547
	Iteration 104Q: 3 clusters Score -1733950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1733958.625000 Penalty: 4808.560547
	Iteration 105Q: 3 clusters Score -1733959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1733969.250000 Penalty: 4808.560547
	Iteration 106Q: 3 clusters Score -1733969 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1733979.625000 Penalty: 4808.560547
	Iteration 107Q: 3 clusters Score -1733980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1733989.750000 Penalty: 4808.560547
	Iteration 108Q: 3 clusters Score -1733990 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1734005.375000 Penalty: 4808.560547
	Iteration 109Q: 3 clusters Score -1734005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1734021.000000 Penalty: 4808.560547
	Iteration 110Q: 3 clusters Score -1734021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1734033.125000 Penalty: 4808.560547
	Iteration 111Q: 3 clusters Score -1734033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1734050 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1734066 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1734079.250000 Penalty: 4808.560547
	Iteration 114Q: 3 clusters Score -1734079 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5573 members 
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Mstep: Class 1 contains 10600 members 
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Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5745 members 
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	Iteration 119Q: 3 clusters Score -1734163 nChanged 77
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Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1734186 nChanged 76
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Mstep: Class 1 contains 10333 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5973 members 
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Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6040 members 
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Mstep: Class 1 contains 10124 members 
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Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1734270 nChanged 48
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Mstep: Class 1 contains 10018 members 
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Mstep: Class 1 contains 9970 members 
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Mstep: Class 1 contains 9917 members 
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Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1734311 nChanged 52
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Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1734320 nChanged 54
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Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1734332 nChanged 50
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Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9662 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1734352 nChanged 33
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Mstep: Class 1 contains 9629 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1734357 nChanged 39
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Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1734363 nChanged 41
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Mstep: Class 1 contains 9549 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1734368 nChanged 40
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Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1734378 nChanged 35
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Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1734389 nChanged 30
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Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1734394 nChanged 37
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Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1734402 nChanged 43
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Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1734408 nChanged 41
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Mstep: Class 1 contains 9323 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1734416 nChanged 37
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Mstep: Class 1 contains 9286 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1734425 nChanged 31
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Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1734428 nChanged 33
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Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1734439 nChanged 37
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Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1734445 nChanged 39
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Mstep: Class 1 contains 9146 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1734445 nChanged 41
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Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1734453 nChanged 39
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Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1734460 nChanged 30
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Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1734466 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1734472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1734472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1734480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1734486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1734488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1734490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1734494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1734500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1734508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1734509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1734512.125000 Penalty: 4808.560547
	Iteration 161Q: 3 clusters Score -1734512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1734511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1734513.250000 Penalty: 4808.560547
	Iteration 163Q: 3 clusters Score -1734513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1734514.000000 Penalty: 4808.560547
	Iteration 164Q: 3 clusters Score -1734514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1734518.000000 Penalty: 4808.560547
	Iteration 165Q: 3 clusters Score -1734518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1734523.250000 Penalty: 4808.560547
	Iteration 166Q: 3 clusters Score -1734523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1734524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1734527.750000 Penalty: 4808.560547
	Iteration 168Q: 3 clusters Score -1734528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1734529.750000 Penalty: 4808.560547
	Iteration 169Q: 3 clusters Score -1734530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1734527.625000 Penalty: 4808.560547
	Iteration 170Q: 3 clusters Score -1734528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1734525.750000 Penalty: 4808.560547
	Iteration 171Q: 3 clusters Score -1734526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1734527.250000 Penalty: 4808.560547
	Iteration 172Q: 3 clusters Score -1734527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1734530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1734528 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1734529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1734529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1734529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1734528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1734521.875000 Penalty: 4808.560547
	Iteration 179Q: 3 clusters Score -1734522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1734525.750000 Penalty: 4808.560547
	Iteration 180F: 3 clusters Score -1734526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1734527 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1734531.000000 Penalty: 4808.560547
	Iteration 182Q: 3 clusters Score -1734531 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1734522.500000 Penalty: 4808.560547
	Iteration 183Q: 3 clusters Score -1734522 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1734523.000000 Penalty: 4808.560547
	Iteration 184Q: 3 clusters Score -1734523 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8543 members 
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Entering Unmasked Estep 
Score: -1734532.250000 Penalty: 4808.560547
	Iteration 185Q: 3 clusters Score -1734532 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1734530 nChanged 6
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Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1734534 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8524 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1734533 nChanged 5
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Mstep: Class 1 contains 8519 members 
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	Iteration 189Q: 3 clusters Score -1734534 nChanged 8
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Mstep: Class 1 contains 8511 members 
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	Iteration 190Q: 3 clusters Score -1734537 nChanged 5
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Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7725 members 
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	Iteration 191Q: 3 clusters Score -1734542 nChanged 5
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Mstep: Class 1 contains 8501 members 
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	Iteration 192Q: 3 clusters Score -1734544 nChanged 3
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Mstep: Class 1 contains 8498 members 
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	Iteration 193Q: 3 clusters Score -1734543 nChanged 4
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Mstep: Class 1 contains 8494 members 
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	Iteration 194Q: 3 clusters Score -1734541 nChanged 3
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Mstep: Class 1 contains 8491 members 
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	Iteration 195Q: 3 clusters Score -1734542 nChanged 2
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Mstep: Class 1 contains 8489 members 
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	Iteration 196Q: 3 clusters Score -1734541 nChanged 2
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	Iteration 197Q: 3 clusters Score -1734540 nChanged 0
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	Iteration 198F: 3 clusters Score -1734540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 53093 members 
Mstep: Class 4 contains 213919 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108281 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13806 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 8487 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25021 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5251 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6778 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4748 members 
Mstep: Class 46 contains 35536 members 
Mstep: Class 47 contains 27800 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7996 members 
Mstep: Class 54 contains 10677 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16185 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3903 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25355 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Mstep: Class 72 contains 7744 members 
Entering Unmasked Estep 
Score: -139312480.000000 Penalty: 251259.593750
Splitting cluster 24 changes total score from -139313120.000000 to -139312480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Entering Unmasked Estep 
Score: -906428.812500 Penalty: 2242.132324
	Iteration 0F: 2 clusters Score -906428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -899854.625000 Penalty: 4484.264648
	Iteration 0F: 3 clusters Score -899854.6 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -901727.250000 Penalty: 4484.264648
	Iteration 1F: 3 clusters Score -901727.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -902052.250000 Penalty: 4484.264648
	Iteration 2F: 3 clusters Score -902052.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -902317.500000 Penalty: 4484.264648
	Iteration 3F: 3 clusters Score -902317.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -902610.500000 Penalty: 4484.264648
	Iteration 4F: 3 clusters Score -902610.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -902896.437500 Penalty: 4484.264648
	Iteration 5F: 3 clusters Score -902896.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -903197.062500 Penalty: 4484.264648
	Iteration 6F: 3 clusters Score -903197.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -903511.750000 Penalty: 4484.264648
	Iteration 7F: 3 clusters Score -903511.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -903837.687500 Penalty: 4484.264648
	Iteration 8Q: 3 clusters Score -903837.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -904106.187500 Penalty: 4484.264648
	Iteration 9Q: 3 clusters Score -904106.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -904357.500000 Penalty: 4484.264648
	Iteration 10Q: 3 clusters Score -904357.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -904531.125000 Penalty: 4484.264648
	Iteration 11Q: 3 clusters Score -904531.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -904660.312500 Penalty: 4484.264648
	Iteration 12Q: 3 clusters Score -904660.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -904747.937500 Penalty: 4484.264648
	Iteration 13Q: 3 clusters Score -904747.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -904816.312500 Penalty: 4484.264648
	Iteration 14Q: 3 clusters Score -904816.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -904854.375000 Penalty: 4484.264648
	Iteration 15Q: 3 clusters Score -904854.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -904886.125000 Penalty: 4484.264648
	Iteration 16Q: 3 clusters Score -904886.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -904904.625000 Penalty: 4484.264648
	Iteration 17Q: 3 clusters Score -904904.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -904921.875000 Penalty: 4484.264648
	Iteration 18Q: 3 clusters Score -904921.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -904936.562500 Penalty: 4484.264648
	Iteration 19Q: 3 clusters Score -904936.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -904946.125000 Penalty: 4484.264648
	Iteration 20F: 3 clusters Score -904946.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -904949.687500 Penalty: 4484.264648
	Iteration 21Q: 3 clusters Score -904949.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -904957.500000 Penalty: 4484.264648
	Iteration 22Q: 3 clusters Score -904957.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -904959.625000 Penalty: 4484.264648
	Iteration 23Q: 3 clusters Score -904959.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -904960.937500 Penalty: 4484.264648
	Iteration 24Q: 3 clusters Score -904960.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -904961.562500 Penalty: 4484.264648
	Iteration 25Q: 3 clusters Score -904961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -904963.000000 Penalty: 4484.264648
	Iteration 26Q: 3 clusters Score -904963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -904964.750000 Penalty: 4484.264648
	Iteration 27Q: 3 clusters Score -904964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -904964.437500 Penalty: 4484.264648
	Iteration 28Q: 3 clusters Score -904964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -904963.937500 Penalty: 4484.264648
	Iteration 29Q: 3 clusters Score -904963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -904966.375000 Penalty: 4484.264648
	Iteration 30Q: 3 clusters Score -904966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -904966.250000 Penalty: 4484.264648
	Iteration 31Q: 3 clusters Score -904966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -904968.000000 Penalty: 4484.264648
	Iteration 32Q: 3 clusters Score -904968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -904966.750000 Penalty: 4484.264648
	Iteration 33Q: 3 clusters Score -904966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -904966.750000 Penalty: 4484.264648
	Iteration 34F: 3 clusters Score -904966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Entering Unmasked Estep 
Score: -904019.437500 Penalty: 2237.356201
	Iteration 0F: 2 clusters Score -904019.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -897374.562500 Penalty: 4474.712402
	Iteration 0F: 3 clusters Score -897374.6 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -899262.312500 Penalty: 4474.712402
	Iteration 1F: 3 clusters Score -899262.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -899564.875000 Penalty: 4474.712402
	Iteration 2F: 3 clusters Score -899564.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -899758.375000 Penalty: 4474.712402
	Iteration 3F: 3 clusters Score -899758.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -899920.625000 Penalty: 4474.712402
	Iteration 4Q: 3 clusters Score -899920.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -900046.500000 Penalty: 4474.712402
	Iteration 5Q: 3 clusters Score -900046.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -900184.187500 Penalty: 4474.712402
	Iteration 6Q: 3 clusters Score -900184.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -900335.562500 Penalty: 4474.712402
	Iteration 7Q: 3 clusters Score -900335.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -900496.625000 Penalty: 4474.712402
	Iteration 8Q: 3 clusters Score -900496.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -900658.687500 Penalty: 4474.712402
	Iteration 9Q: 3 clusters Score -900658.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -900839.000000 Penalty: 4474.712402
	Iteration 10Q: 3 clusters Score -900839 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -901028.625000 Penalty: 4474.712402
	Iteration 11Q: 3 clusters Score -901028.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -901193.937500 Penalty: 4474.712402
	Iteration 12Q: 3 clusters Score -901193.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -901347.812500 Penalty: 4474.712402
	Iteration 13Q: 3 clusters Score -901347.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -901485.000000 Penalty: 4474.712402
	Iteration 14Q: 3 clusters Score -901485 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -901614.687500 Penalty: 4474.712402
	Iteration 15Q: 3 clusters Score -901614.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -901721.437500 Penalty: 4474.712402
	Iteration 16Q: 3 clusters Score -901721.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -901800.062500 Penalty: 4474.712402
	Iteration 17Q: 3 clusters Score -901800.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -901877.750000 Penalty: 4474.712402
	Iteration 18Q: 3 clusters Score -901877.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -901924.125000 Penalty: 4474.712402
	Iteration 19Q: 3 clusters Score -901924.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -901963.625000 Penalty: 4474.712402
	Iteration 20F: 3 clusters Score -901963.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -901991.687500 Penalty: 4474.712402
	Iteration 21Q: 3 clusters Score -901991.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -902012.875000 Penalty: 4474.712402
	Iteration 22Q: 3 clusters Score -902012.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -902034.875000 Penalty: 4474.712402
	Iteration 23Q: 3 clusters Score -902034.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -902051.687500 Penalty: 4474.712402
	Iteration 24Q: 3 clusters Score -902051.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -902061.750000 Penalty: 4474.712402
	Iteration 25Q: 3 clusters Score -902061.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -902081.562500 Penalty: 4474.712402
	Iteration 26Q: 3 clusters Score -902081.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -902097.187500 Penalty: 4474.712402
	Iteration 27Q: 3 clusters Score -902097.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -902106.562500 Penalty: 4474.712402
	Iteration 28Q: 3 clusters Score -902106.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -902113.562500 Penalty: 4474.712402
	Iteration 29Q: 3 clusters Score -902113.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -902121.187500 Penalty: 4474.712402
	Iteration 30Q: 3 clusters Score -902121.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -902126.062500 Penalty: 4474.712402
	Iteration 31Q: 3 clusters Score -902126.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -902130.062500 Penalty: 4474.712402
	Iteration 32Q: 3 clusters Score -902130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -902135.312500 Penalty: 4474.712402
	Iteration 33Q: 3 clusters Score -902135.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -902143.125000 Penalty: 4474.712402
	Iteration 34Q: 3 clusters Score -902143.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -902148.375000 Penalty: 4474.712402
	Iteration 35Q: 3 clusters Score -902148.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -902155.500000 Penalty: 4474.712402
	Iteration 36Q: 3 clusters Score -902155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -902159.750000 Penalty: 4474.712402
	Iteration 37Q: 3 clusters Score -902159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -902161.312500 Penalty: 4474.712402
	Iteration 38Q: 3 clusters Score -902161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -902163.125000 Penalty: 4474.712402
	Iteration 39Q: 3 clusters Score -902163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -902163.125000 Penalty: 4474.712402
	Iteration 40F: 3 clusters Score -902163.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Entering Unmasked Estep 
Score: -2856677.000000 Penalty: 2511.612793
	Iteration 0F: 2 clusters Score -2856677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2839345.500000 Penalty: 5023.225586
	Iteration 0F: 3 clusters Score -2839346 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2845671.500000 Penalty: 5023.225586
	Iteration 1F: 3 clusters Score -2845672 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2846547.000000 Penalty: 5023.225586
	Iteration 2F: 3 clusters Score -2846547 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2847728.750000 Penalty: 5023.225586
	Iteration 3F: 3 clusters Score -2847729 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2849259.250000 Penalty: 5023.225586
	Iteration 4F: 3 clusters Score -2849259 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2850896.500000 Penalty: 5023.225586
	Iteration 5F: 3 clusters Score -2850896 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2852353.250000 Penalty: 5023.225586
	Iteration 6F: 3 clusters Score -2852353 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2853385.750000 Penalty: 5023.225586
	Iteration 7F: 3 clusters Score -2853386 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2854049.750000 Penalty: 5023.225586
	Iteration 8Q: 3 clusters Score -2854050 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2854472.750000 Penalty: 5023.225586
	Iteration 9Q: 3 clusters Score -2854473 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2854780.000000 Penalty: 5023.225586
	Iteration 10Q: 3 clusters Score -2854780 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2854963.750000 Penalty: 5023.225586
	Iteration 11Q: 3 clusters Score -2854964 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2855100.750000 Penalty: 5023.225586
	Iteration 12Q: 3 clusters Score -2855101 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2855187.750000 Penalty: 5023.225586
	Iteration 13Q: 3 clusters Score -2855188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2855261.000000 Penalty: 5023.225586
	Iteration 14Q: 3 clusters Score -2855261 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2855302.250000 Penalty: 5023.225586
	Iteration 15Q: 3 clusters Score -2855302 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2855348.000000 Penalty: 5023.225586
	Iteration 16Q: 3 clusters Score -2855348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2855389.000000 Penalty: 5023.225586
	Iteration 17Q: 3 clusters Score -2855389 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2855420.250000 Penalty: 5023.225586
	Iteration 18Q: 3 clusters Score -2855420 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2855440.750000 Penalty: 5023.225586
	Iteration 19Q: 3 clusters Score -2855441 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2855468.500000 Penalty: 5023.225586
	Iteration 20F: 3 clusters Score -2855468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2855482.250000 Penalty: 5023.225586
	Iteration 21Q: 3 clusters Score -2855482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2855488.750000 Penalty: 5023.225586
	Iteration 22Q: 3 clusters Score -2855489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2855515.000000 Penalty: 5023.225586
	Iteration 23Q: 3 clusters Score -2855515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2855528.750000 Penalty: 5023.225586
	Iteration 24Q: 3 clusters Score -2855529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2855545.250000 Penalty: 5023.225586
	Iteration 25Q: 3 clusters Score -2855545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2855564.000000 Penalty: 5023.225586
	Iteration 26Q: 3 clusters Score -2855564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2855578.500000 Penalty: 5023.225586
	Iteration 27Q: 3 clusters Score -2855578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2855592.000000 Penalty: 5023.225586
	Iteration 28Q: 3 clusters Score -2855592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2855606.250000 Penalty: 5023.225586
	Iteration 29Q: 3 clusters Score -2855606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2855629.000000 Penalty: 5023.225586
	Iteration 30Q: 3 clusters Score -2855629 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2855642.500000 Penalty: 5023.225586
	Iteration 31Q: 3 clusters Score -2855642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2855659.250000 Penalty: 5023.225586
	Iteration 32Q: 3 clusters Score -2855659 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2855674.250000 Penalty: 5023.225586
	Iteration 33Q: 3 clusters Score -2855674 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2855688.000000 Penalty: 5023.225586
	Iteration 34Q: 3 clusters Score -2855688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2855694.000000 Penalty: 5023.225586
	Iteration 35Q: 3 clusters Score -2855694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2855703.250000 Penalty: 5023.225586
	Iteration 36Q: 3 clusters Score -2855703 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2855718.500000 Penalty: 5023.225586
	Iteration 37Q: 3 clusters Score -2855718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2855747.250000 Penalty: 5023.225586
	Iteration 38Q: 3 clusters Score -2855747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2855776.250000 Penalty: 5023.225586
	Iteration 39Q: 3 clusters Score -2855776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2855809.250000 Penalty: 5023.225586
	Iteration 40F: 3 clusters Score -2855809 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2855842.000000 Penalty: 5023.225586
	Iteration 41Q: 3 clusters Score -2855842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2855866.250000 Penalty: 5023.225586
	Iteration 42Q: 3 clusters Score -2855866 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2855901.250000 Penalty: 5023.225586
	Iteration 43Q: 3 clusters Score -2855901 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2855944.000000 Penalty: 5023.225586
	Iteration 44Q: 3 clusters Score -2855944 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2855971.500000 Penalty: 5023.225586
	Iteration 45Q: 3 clusters Score -2855972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2856009.250000 Penalty: 5023.225586
	Iteration 46Q: 3 clusters Score -2856009 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2856044.750000 Penalty: 5023.225586
	Iteration 47Q: 3 clusters Score -2856045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2856091.250000 Penalty: 5023.225586
	Iteration 48Q: 3 clusters Score -2856091 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2856132.750000 Penalty: 5023.225586
	Iteration 49Q: 3 clusters Score -2856133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2856171.500000 Penalty: 5023.225586
	Iteration 50Q: 3 clusters Score -2856172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2856211.500000 Penalty: 5023.225586
	Iteration 51Q: 3 clusters Score -2856212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2856235.500000 Penalty: 5023.225586
	Iteration 52Q: 3 clusters Score -2856236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2856256.750000 Penalty: 5023.225586
	Iteration 53Q: 3 clusters Score -2856257 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2856264.500000 Penalty: 5023.225586
	Iteration 54Q: 3 clusters Score -2856264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2856283.750000 Penalty: 5023.225586
	Iteration 55Q: 3 clusters Score -2856284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2856296.750000 Penalty: 5023.225586
	Iteration 56Q: 3 clusters Score -2856297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2856288.500000 Penalty: 5023.225586
	Iteration 57Q: 3 clusters Score -2856288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2856305.750000 Penalty: 5023.225586
	Iteration 58Q: 3 clusters Score -2856306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2856305.250000 Penalty: 5023.225586
	Iteration 59Q: 3 clusters Score -2856305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2856311.750000 Penalty: 5023.225586
	Iteration 60F: 3 clusters Score -2856312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2856308.750000 Penalty: 5023.225586
	Iteration 61Q: 3 clusters Score -2856309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2856315.500000 Penalty: 5023.225586
	Iteration 62Q: 3 clusters Score -2856316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2856318.250000 Penalty: 5023.225586
	Iteration 63Q: 3 clusters Score -2856318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2856322.750000 Penalty: 5023.225586
	Iteration 64Q: 3 clusters Score -2856323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2856328.250000 Penalty: 5023.225586
	Iteration 65Q: 3 clusters Score -2856328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2856326.000000 Penalty: 5023.225586
	Iteration 66Q: 3 clusters Score -2856326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2856320.000000 Penalty: 5023.225586
	Iteration 67Q: 3 clusters Score -2856320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2856323.000000 Penalty: 5023.225586
	Iteration 68Q: 3 clusters Score -2856323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2856324.250000 Penalty: 5023.225586
	Iteration 69Q: 3 clusters Score -2856324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2856322.000000 Penalty: 5023.225586
	Iteration 70Q: 3 clusters Score -2856322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2856325.750000 Penalty: 5023.225586
	Iteration 71Q: 3 clusters Score -2856326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2856319.750000 Penalty: 5023.225586
	Iteration 72Q: 3 clusters Score -2856320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2856325.500000 Penalty: 5023.225586
	Iteration 73Q: 3 clusters Score -2856326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2856328.250000 Penalty: 5023.225586
	Iteration 74Q: 3 clusters Score -2856328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2856327.000000 Penalty: 5023.225586
	Iteration 75Q: 3 clusters Score -2856327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2856329.500000 Penalty: 5023.225586
	Iteration 76Q: 3 clusters Score -2856330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2856329.250000 Penalty: 5023.225586
	Iteration 77Q: 3 clusters Score -2856329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2856323.000000 Penalty: 5023.225586
	Iteration 78Q: 3 clusters Score -2856323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2856330.250000 Penalty: 5023.225586
	Iteration 79Q: 3 clusters Score -2856330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2856335.750000 Penalty: 5023.225586
	Iteration 80F: 3 clusters Score -2856336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2856333.250000 Penalty: 5023.225586
	Iteration 81Q: 3 clusters Score -2856333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2856333.250000 Penalty: 5023.225586
	Iteration 82F: 3 clusters Score -2856333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Entering Unmasked Estep 
Score: -5129795.500000 Penalty: 2659.321045
	Iteration 0F: 2 clusters Score -5129796 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 22497 members 
Entering Unmasked Estep 
Score: -5099169.000000 Penalty: 5318.642090
	Iteration 0F: 3 clusters Score -5099169 nChanged 20892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5110620.000000 Penalty: 5318.642090
	Iteration 1F: 3 clusters Score -5110620 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5111451.000000 Penalty: 5318.642090
	Iteration 2Q: 3 clusters Score -5111451 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5112465.500000 Penalty: 5318.642090
	Iteration 3Q: 3 clusters Score -5112466 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -5113844.000000 Penalty: 5318.642090
	Iteration 4F: 3 clusters Score -5113844 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -5115628.000000 Penalty: 5318.642090
	Iteration 5F: 3 clusters Score -5115628 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -5117892.000000 Penalty: 5318.642090
	Iteration 6F: 3 clusters Score -5117892 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -5120546.500000 Penalty: 5318.642090
	Iteration 7F: 3 clusters Score -5120546 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -5123068.500000 Penalty: 5318.642090
	Iteration 8F: 3 clusters Score -5123068 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5124896.000000 Penalty: 5318.642090
	Iteration 9Q: 3 clusters Score -5124896 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5126002.000000 Penalty: 5318.642090
	Iteration 10Q: 3 clusters Score -5126002 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5126561.000000 Penalty: 5318.642090
	Iteration 11Q: 3 clusters Score -5126561 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5126886.000000 Penalty: 5318.642090
	Iteration 12Q: 3 clusters Score -5126886 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5127112.000000 Penalty: 5318.642090
	Iteration 13Q: 3 clusters Score -5127112 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5127285.500000 Penalty: 5318.642090
	Iteration 14Q: 3 clusters Score -5127286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5127358.500000 Penalty: 5318.642090
	Iteration 15Q: 3 clusters Score -5127358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5127445.500000 Penalty: 5318.642090
	Iteration 16Q: 3 clusters Score -5127446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5127506.000000 Penalty: 5318.642090
	Iteration 17Q: 3 clusters Score -5127506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5127526.000000 Penalty: 5318.642090
	Iteration 18Q: 3 clusters Score -5127526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5127558.500000 Penalty: 5318.642090
	Iteration 19Q: 3 clusters Score -5127558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5127573.000000 Penalty: 5318.642090
	Iteration 20F: 3 clusters Score -5127573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5127583.500000 Penalty: 5318.642090
	Iteration 21Q: 3 clusters Score -5127584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5127598.500000 Penalty: 5318.642090
	Iteration 22Q: 3 clusters Score -5127598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5127614.500000 Penalty: 5318.642090
	Iteration 23Q: 3 clusters Score -5127614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5127627.000000 Penalty: 5318.642090
	Iteration 24Q: 3 clusters Score -5127627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5127636.000000 Penalty: 5318.642090
	Iteration 25Q: 3 clusters Score -5127636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5127652.000000 Penalty: 5318.642090
	Iteration 26Q: 3 clusters Score -5127652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5127675.500000 Penalty: 5318.642090
	Iteration 27Q: 3 clusters Score -5127676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5127671.000000 Penalty: 5318.642090
	Iteration 28Q: 3 clusters Score -5127671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5127666.000000 Penalty: 5318.642090
	Iteration 29Q: 3 clusters Score -5127666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5127678.000000 Penalty: 5318.642090
	Iteration 30Q: 3 clusters Score -5127678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5127679.500000 Penalty: 5318.642090
	Iteration 31Q: 3 clusters Score -5127680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5127677.000000 Penalty: 5318.642090
	Iteration 32Q: 3 clusters Score -5127677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5127681.000000 Penalty: 5318.642090
	Iteration 33Q: 3 clusters Score -5127681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5127677.500000 Penalty: 5318.642090
	Iteration 34Q: 3 clusters Score -5127678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5127685.000000 Penalty: 5318.642090
	Iteration 35Q: 3 clusters Score -5127685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5127695.500000 Penalty: 5318.642090
	Iteration 36Q: 3 clusters Score -5127696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5127698.000000 Penalty: 5318.642090
	Iteration 37Q: 3 clusters Score -5127698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5127700.000000 Penalty: 5318.642090
	Iteration 38Q: 3 clusters Score -5127700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5127697.500000 Penalty: 5318.642090
	Iteration 39Q: 3 clusters Score -5127698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5127699.500000 Penalty: 5318.642090
	Iteration 40F: 3 clusters Score -5127700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5127700.000000 Penalty: 5318.642090
	Iteration 41Q: 3 clusters Score -5127700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5127697.000000 Penalty: 5318.642090
	Iteration 42Q: 3 clusters Score -5127697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5127697.000000 Penalty: 5318.642090
	Iteration 43F: 3 clusters Score -5127697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Entering Unmasked Estep 
Score: -1258888.750000 Penalty: 2329.483643
	Iteration 0F: 2 clusters Score -1258889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1249897.000000 Penalty: 4658.967285
	Iteration 0F: 3 clusters Score -1249897 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1252776.000000 Penalty: 4658.967285
	Iteration 1F: 3 clusters Score -1252776 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1253417.125000 Penalty: 4658.967285
	Iteration 2F: 3 clusters Score -1253417 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1254211.125000 Penalty: 4658.967285
	Iteration 3F: 3 clusters Score -1254211 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1255158.250000 Penalty: 4658.967285
	Iteration 4F: 3 clusters Score -1255158 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1256193.375000 Penalty: 4658.967285
	Iteration 5F: 3 clusters Score -1256193 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1257022.750000 Penalty: 4658.967285
	Iteration 6F: 3 clusters Score -1257023 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1257593.250000 Penalty: 4658.967285
	Iteration 7F: 3 clusters Score -1257593 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1257938.000000 Penalty: 4658.967285
	Iteration 8Q: 3 clusters Score -1257938 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1258122.375000 Penalty: 4658.967285
	Iteration 9Q: 3 clusters Score -1258122 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1258229.000000 Penalty: 4658.967285
	Iteration 10Q: 3 clusters Score -1258229 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1258280.500000 Penalty: 4658.967285
	Iteration 11Q: 3 clusters Score -1258280 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1258306.500000 Penalty: 4658.967285
	Iteration 12Q: 3 clusters Score -1258306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1258320.500000 Penalty: 4658.967285
	Iteration 13Q: 3 clusters Score -1258320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1258330.875000 Penalty: 4658.967285
	Iteration 14Q: 3 clusters Score -1258331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1258341.375000 Penalty: 4658.967285
	Iteration 15Q: 3 clusters Score -1258341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1258343.125000 Penalty: 4658.967285
	Iteration 16Q: 3 clusters Score -1258343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1258348.500000 Penalty: 4658.967285
	Iteration 17Q: 3 clusters Score -1258348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1258353.625000 Penalty: 4658.967285
	Iteration 18Q: 3 clusters Score -1258354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1258351.375000 Penalty: 4658.967285
	Iteration 19Q: 3 clusters Score -1258351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1258355.625000 Penalty: 4658.967285
	Iteration 20F: 3 clusters Score -1258356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1258353.625000 Penalty: 4658.967285
	Iteration 21Q: 3 clusters Score -1258354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1258352.250000 Penalty: 4658.967285
	Iteration 22Q: 3 clusters Score -1258352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1258354.875000 Penalty: 4658.967285
	Iteration 23Q: 3 clusters Score -1258355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1258357.000000 Penalty: 4658.967285
	Iteration 24Q: 3 clusters Score -1258357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1258357.000000 Penalty: 4658.967285
	Iteration 25Q: 3 clusters Score -1258357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1258355.875000 Penalty: 4658.967285
	Iteration 26Q: 3 clusters Score -1258356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1258356.750000 Penalty: 4658.967285
	Iteration 27Q: 3 clusters Score -1258357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1258360.250000 Penalty: 4658.967285
	Iteration 28Q: 3 clusters Score -1258360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1258359.875000 Penalty: 4658.967285
	Iteration 29Q: 3 clusters Score -1258360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1258359.125000 Penalty: 4658.967285
	Iteration 30Q: 3 clusters Score -1258359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1258357.250000 Penalty: 4658.967285
	Iteration 31Q: 3 clusters Score -1258357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1258357.500000 Penalty: 4658.967285
	Iteration 32Q: 3 clusters Score -1258358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1258360.750000 Penalty: 4658.967285
	Iteration 33Q: 3 clusters Score -1258361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1258360.750000 Penalty: 4658.967285
	Iteration 34F: 3 clusters Score -1258361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Entering Unmasked Estep 
Score: -1186756.375000 Penalty: 2302.836914
	Iteration 0F: 2 clusters Score -1186756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1178583.375000 Penalty: 4605.673828
	Iteration 0F: 3 clusters Score -1178583 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1180896.375000 Penalty: 4605.673828
	Iteration 1F: 3 clusters Score -1180896 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1181208.625000 Penalty: 4605.673828
	Iteration 2F: 3 clusters Score -1181209 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1181425.250000 Penalty: 4605.673828
	Iteration 3Q: 3 clusters Score -1181425 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1181560.125000 Penalty: 4605.673828
	Iteration 4Q: 3 clusters Score -1181560 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1181659.250000 Penalty: 4605.673828
	Iteration 5Q: 3 clusters Score -1181659 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1181760.625000 Penalty: 4605.673828
	Iteration 6Q: 3 clusters Score -1181761 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1181882.875000 Penalty: 4605.673828
	Iteration 7Q: 3 clusters Score -1181883 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1181987.750000 Penalty: 4605.673828
	Iteration 8Q: 3 clusters Score -1181988 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1182103.000000 Penalty: 4605.673828
	Iteration 9Q: 3 clusters Score -1182103 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1182218.500000 Penalty: 4605.673828
	Iteration 10Q: 3 clusters Score -1182218 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1182331.250000 Penalty: 4605.673828
	Iteration 11Q: 3 clusters Score -1182331 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1182450.250000 Penalty: 4605.673828
	Iteration 12Q: 3 clusters Score -1182450 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1182595.625000 Penalty: 4605.673828
	Iteration 13Q: 3 clusters Score -1182596 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1182757.000000 Penalty: 4605.673828
	Iteration 14Q: 3 clusters Score -1182757 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1182939.875000 Penalty: 4605.673828
	Iteration 15Q: 3 clusters Score -1182940 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1183119.375000 Penalty: 4605.673828
	Iteration 16Q: 3 clusters Score -1183119 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1183345.500000 Penalty: 4605.673828
	Iteration 17Q: 3 clusters Score -1183346 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1183601.250000 Penalty: 4605.673828
	Iteration 18Q: 3 clusters Score -1183601 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1183890.875000 Penalty: 4605.673828
	Iteration 19Q: 3 clusters Score -1183891 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1184169.625000 Penalty: 4605.673828
	Iteration 20F: 3 clusters Score -1184170 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1184409.625000 Penalty: 4605.673828
	Iteration 21Q: 3 clusters Score -1184410 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1184647.125000 Penalty: 4605.673828
	Iteration 22Q: 3 clusters Score -1184647 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1184843.875000 Penalty: 4605.673828
	Iteration 23Q: 3 clusters Score -1184844 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1185025.375000 Penalty: 4605.673828
	Iteration 24Q: 3 clusters Score -1185025 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1185165.625000 Penalty: 4605.673828
	Iteration 25Q: 3 clusters Score -1185166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1185266.375000 Penalty: 4605.673828
	Iteration 26Q: 3 clusters Score -1185266 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1185334.625000 Penalty: 4605.673828
	Iteration 27Q: 3 clusters Score -1185335 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1185382.875000 Penalty: 4605.673828
	Iteration 28Q: 3 clusters Score -1185383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1185416.750000 Penalty: 4605.673828
	Iteration 29Q: 3 clusters Score -1185417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1185437.750000 Penalty: 4605.673828
	Iteration 30Q: 3 clusters Score -1185438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1185451.000000 Penalty: 4605.673828
	Iteration 31Q: 3 clusters Score -1185451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1185466.500000 Penalty: 4605.673828
	Iteration 32Q: 3 clusters Score -1185466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1185472.625000 Penalty: 4605.673828
	Iteration 33Q: 3 clusters Score -1185473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1185480.750000 Penalty: 4605.673828
	Iteration 34Q: 3 clusters Score -1185481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1185484.875000 Penalty: 4605.673828
	Iteration 35Q: 3 clusters Score -1185485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1185489.875000 Penalty: 4605.673828
	Iteration 36Q: 3 clusters Score -1185490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1185493.750000 Penalty: 4605.673828
	Iteration 37Q: 3 clusters Score -1185494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1185494.750000 Penalty: 4605.673828
	Iteration 38Q: 3 clusters Score -1185495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1185497.625000 Penalty: 4605.673828
	Iteration 39Q: 3 clusters Score -1185498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1185501.000000 Penalty: 4605.673828
	Iteration 40F: 3 clusters Score -1185501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1185503.750000 Penalty: 4605.673828
	Iteration 41Q: 3 clusters Score -1185504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1185505.125000 Penalty: 4605.673828
	Iteration 42Q: 3 clusters Score -1185505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1185507.500000 Penalty: 4605.673828
	Iteration 43Q: 3 clusters Score -1185508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1185507.375000 Penalty: 4605.673828
	Iteration 44Q: 3 clusters Score -1185507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1185509.125000 Penalty: 4605.673828
	Iteration 45Q: 3 clusters Score -1185509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1185510.625000 Penalty: 4605.673828
	Iteration 46Q: 3 clusters Score -1185511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1185511.750000 Penalty: 4605.673828
	Iteration 47Q: 3 clusters Score -1185512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1185512.375000 Penalty: 4605.673828
	Iteration 48Q: 3 clusters Score -1185512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1185511.000000 Penalty: 4605.673828
	Iteration 49Q: 3 clusters Score -1185511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1185512.750000 Penalty: 4605.673828
	Iteration 50Q: 3 clusters Score -1185513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1185513.125000 Penalty: 4605.673828
	Iteration 51Q: 3 clusters Score -1185513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1185513.125000 Penalty: 4605.673828
	Iteration 52F: 3 clusters Score -1185513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1025140.875000 Penalty: 2273.652588
	Iteration 0F: 2 clusters Score -1025141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1017733.500000 Penalty: 4547.305176
	Iteration 0F: 3 clusters Score -1017734 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1020079.500000 Penalty: 4547.305176
	Iteration 1F: 3 clusters Score -1020080 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1020619.875000 Penalty: 4547.305176
	Iteration 2F: 3 clusters Score -1020620 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1021097.437500 Penalty: 4547.305176
	Iteration 3F: 3 clusters Score -1021097 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1021483.562500 Penalty: 4547.305176
	Iteration 4F: 3 clusters Score -1021484 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1021777.562500 Penalty: 4547.305176
	Iteration 5F: 3 clusters Score -1021778 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1022013.625000 Penalty: 4547.305176
	Iteration 6Q: 3 clusters Score -1022014 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1022207.687500 Penalty: 4547.305176
	Iteration 7Q: 3 clusters Score -1022208 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1022366.812500 Penalty: 4547.305176
	Iteration 8Q: 3 clusters Score -1022367 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1022496.812500 Penalty: 4547.305176
	Iteration 9Q: 3 clusters Score -1022497 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1022607.125000 Penalty: 4547.305176
	Iteration 10Q: 3 clusters Score -1022607 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1022740.875000 Penalty: 4547.305176
	Iteration 11Q: 3 clusters Score -1022741 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1022875.000000 Penalty: 4547.305176
	Iteration 12Q: 3 clusters Score -1022875 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1022984.312500 Penalty: 4547.305176
	Iteration 13Q: 3 clusters Score -1022984 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1023073.000000 Penalty: 4547.305176
	Iteration 14Q: 3 clusters Score -1023073 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1023160.375000 Penalty: 4547.305176
	Iteration 15Q: 3 clusters Score -1023160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1023238.687500 Penalty: 4547.305176
	Iteration 16Q: 3 clusters Score -1023239 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1023305.312500 Penalty: 4547.305176
	Iteration 17Q: 3 clusters Score -1023305 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1023374.687500 Penalty: 4547.305176
	Iteration 18Q: 3 clusters Score -1023375 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1023428.562500 Penalty: 4547.305176
	Iteration 19Q: 3 clusters Score -1023429 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1023481.875000 Penalty: 4547.305176
	Iteration 20F: 3 clusters Score -1023482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1023513.312500 Penalty: 4547.305176
	Iteration 21Q: 3 clusters Score -1023513 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1023547.562500 Penalty: 4547.305176
	Iteration 22Q: 3 clusters Score -1023548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1023563.125000 Penalty: 4547.305176
	Iteration 23Q: 3 clusters Score -1023563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1023585.812500 Penalty: 4547.305176
	Iteration 24Q: 3 clusters Score -1023586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1023591.437500 Penalty: 4547.305176
	Iteration 25Q: 3 clusters Score -1023591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1023598.875000 Penalty: 4547.305176
	Iteration 26Q: 3 clusters Score -1023599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1023606.500000 Penalty: 4547.305176
	Iteration 27Q: 3 clusters Score -1023606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1023611.000000 Penalty: 4547.305176
	Iteration 28Q: 3 clusters Score -1023611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1023614.250000 Penalty: 4547.305176
	Iteration 29Q: 3 clusters Score -1023614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1023615.750000 Penalty: 4547.305176
	Iteration 30Q: 3 clusters Score -1023616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1023615.437500 Penalty: 4547.305176
	Iteration 31Q: 3 clusters Score -1023615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1023617.937500 Penalty: 4547.305176
	Iteration 32Q: 3 clusters Score -1023618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1023623.875000 Penalty: 4547.305176
	Iteration 33Q: 3 clusters Score -1023624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1023625.937500 Penalty: 4547.305176
	Iteration 34Q: 3 clusters Score -1023626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1023626.437500 Penalty: 4547.305176
	Iteration 35Q: 3 clusters Score -1023626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1023628.687500 Penalty: 4547.305176
	Iteration 36Q: 3 clusters Score -1023629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1023627.937500 Penalty: 4547.305176
	Iteration 37Q: 3 clusters Score -1023628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1023629.375000 Penalty: 4547.305176
	Iteration 38Q: 3 clusters Score -1023629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1023628.812500 Penalty: 4547.305176
	Iteration 39Q: 3 clusters Score -1023629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1023630.812500 Penalty: 4547.305176
	Iteration 40F: 3 clusters Score -1023631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1023631.500000 Penalty: 4547.305176
	Iteration 41Q: 3 clusters Score -1023632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1023630.000000 Penalty: 4547.305176
	Iteration 42Q: 3 clusters Score -1023630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1023629.875000 Penalty: 4547.305176
	Iteration 43Q: 3 clusters Score -1023630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1023629.875000 Penalty: 4547.305176
	Iteration 44F: 3 clusters Score -1023630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -140543.562500 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -140543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138299.265625 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -138299.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138678.937500 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -138678.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138808.859375 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -138808.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -138904.671875 Penalty: 3607.798096
	Iteration 3F: 3 clusters Score -138904.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138953.031250 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -138953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -138983.359375 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -138983.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -139003.328125 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -139003.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139022.734375 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -139022.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139038.890625 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -139038.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139054.062500 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -139054.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139065.203125 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -139065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139074.796875 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -139074.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139082.484375 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -139082.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139088.328125 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -139088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139091.015625 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -139091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139093.687500 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -139093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139095.046875 Penalty: 3607.798096
	Iteration 16Q: 3 clusters Score -139095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139097.953125 Penalty: 3607.798096
	Iteration 17Q: 3 clusters Score -139098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139099.578125 Penalty: 3607.798096
	Iteration 18Q: 3 clusters Score -139099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139099.578125 Penalty: 3607.798096
	Iteration 19F: 3 clusters Score -139099.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Entering Unmasked Estep 
Score: -1284796.750000 Penalty: 2334.453369
	Iteration 0F: 2 clusters Score -1284797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1275783.875000 Penalty: 4668.906738
	Iteration 0F: 3 clusters Score -1275784 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1278684.125000 Penalty: 4668.906738
	Iteration 1F: 3 clusters Score -1278684 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1279052.750000 Penalty: 4668.906738
	Iteration 2F: 3 clusters Score -1279053 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1279303.250000 Penalty: 4668.906738
	Iteration 3Q: 3 clusters Score -1279303 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1279487.250000 Penalty: 4668.906738
	Iteration 4Q: 3 clusters Score -1279487 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1279630.750000 Penalty: 4668.906738
	Iteration 5Q: 3 clusters Score -1279631 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1279788.750000 Penalty: 4668.906738
	Iteration 6Q: 3 clusters Score -1279789 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1279939.875000 Penalty: 4668.906738
	Iteration 7Q: 3 clusters Score -1279940 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1280083.625000 Penalty: 4668.906738
	Iteration 8Q: 3 clusters Score -1280084 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1280220.750000 Penalty: 4668.906738
	Iteration 9Q: 3 clusters Score -1280221 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1280342.750000 Penalty: 4668.906738
	Iteration 10Q: 3 clusters Score -1280343 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1280480.500000 Penalty: 4668.906738
	Iteration 11Q: 3 clusters Score -1280480 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1280634.250000 Penalty: 4668.906738
	Iteration 12Q: 3 clusters Score -1280634 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1280796.250000 Penalty: 4668.906738
	Iteration 13Q: 3 clusters Score -1280796 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1280938.500000 Penalty: 4668.906738
	Iteration 14Q: 3 clusters Score -1280938 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1281074.750000 Penalty: 4668.906738
	Iteration 15Q: 3 clusters Score -1281075 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1281205.125000 Penalty: 4668.906738
	Iteration 16Q: 3 clusters Score -1281205 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1281320.000000 Penalty: 4668.906738
	Iteration 17Q: 3 clusters Score -1281320 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1281415.750000 Penalty: 4668.906738
	Iteration 18Q: 3 clusters Score -1281416 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1281479.250000 Penalty: 4668.906738
	Iteration 19Q: 3 clusters Score -1281479 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1281529.625000 Penalty: 4668.906738
	Iteration 20F: 3 clusters Score -1281530 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1281573.625000 Penalty: 4668.906738
	Iteration 21Q: 3 clusters Score -1281574 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1281616.250000 Penalty: 4668.906738
	Iteration 22Q: 3 clusters Score -1281616 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1281644.500000 Penalty: 4668.906738
	Iteration 23Q: 3 clusters Score -1281644 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1281682.875000 Penalty: 4668.906738
	Iteration 24Q: 3 clusters Score -1281683 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1281723.125000 Penalty: 4668.906738
	Iteration 25Q: 3 clusters Score -1281723 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1281752.625000 Penalty: 4668.906738
	Iteration 26Q: 3 clusters Score -1281753 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1281788.750000 Penalty: 4668.906738
	Iteration 27Q: 3 clusters Score -1281789 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1281827.125000 Penalty: 4668.906738
	Iteration 28Q: 3 clusters Score -1281827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1281867.000000 Penalty: 4668.906738
	Iteration 29Q: 3 clusters Score -1281867 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1281895.375000 Penalty: 4668.906738
	Iteration 30Q: 3 clusters Score -1281895 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1281914.625000 Penalty: 4668.906738
	Iteration 31Q: 3 clusters Score -1281915 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1281931.125000 Penalty: 4668.906738
	Iteration 32Q: 3 clusters Score -1281931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1281938.375000 Penalty: 4668.906738
	Iteration 33Q: 3 clusters Score -1281938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1281959.875000 Penalty: 4668.906738
	Iteration 34Q: 3 clusters Score -1281960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1281962.625000 Penalty: 4668.906738
	Iteration 35Q: 3 clusters Score -1281963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1281969.625000 Penalty: 4668.906738
	Iteration 36Q: 3 clusters Score -1281970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1281982.750000 Penalty: 4668.906738
	Iteration 37Q: 3 clusters Score -1281983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1281986.125000 Penalty: 4668.906738
	Iteration 38Q: 3 clusters Score -1281986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1281990.125000 Penalty: 4668.906738
	Iteration 39Q: 3 clusters Score -1281990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1281998.500000 Penalty: 4668.906738
	Iteration 40F: 3 clusters Score -1281998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1282008.250000 Penalty: 4668.906738
	Iteration 41Q: 3 clusters Score -1282008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1282011.000000 Penalty: 4668.906738
	Iteration 42Q: 3 clusters Score -1282011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1282015.125000 Penalty: 4668.906738
	Iteration 43Q: 3 clusters Score -1282015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1282021.000000 Penalty: 4668.906738
	Iteration 44Q: 3 clusters Score -1282021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1282030.750000 Penalty: 4668.906738
	Iteration 45Q: 3 clusters Score -1282031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1282029.000000 Penalty: 4668.906738
	Iteration 46Q: 3 clusters Score -1282029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1282034.000000 Penalty: 4668.906738
	Iteration 47Q: 3 clusters Score -1282034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1282034.250000 Penalty: 4668.906738
	Iteration 48Q: 3 clusters Score -1282034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1282034.500000 Penalty: 4668.906738
	Iteration 49Q: 3 clusters Score -1282034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1282041.125000 Penalty: 4668.906738
	Iteration 50Q: 3 clusters Score -1282041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1282041.000000 Penalty: 4668.906738
	Iteration 51Q: 3 clusters Score -1282041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1282041.250000 Penalty: 4668.906738
	Iteration 52Q: 3 clusters Score -1282041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1282041.875000 Penalty: 4668.906738
	Iteration 53Q: 3 clusters Score -1282042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1282040.500000 Penalty: 4668.906738
	Iteration 54Q: 3 clusters Score -1282040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1282038.875000 Penalty: 4668.906738
	Iteration 55Q: 3 clusters Score -1282039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1282040.500000 Penalty: 4668.906738
	Iteration 56Q: 3 clusters Score -1282040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1282037.750000 Penalty: 4668.906738
	Iteration 57Q: 3 clusters Score -1282038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1282037.750000 Penalty: 4668.906738
	Iteration 58F: 3 clusters Score -1282038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Entering Unmasked Estep 
Score: -627219.250000 Penalty: 2152.258301
	Iteration 0F: 2 clusters Score -627219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -622178.625000 Penalty: 4304.516602
	Iteration 0F: 3 clusters Score -622178.6 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -623431.812500 Penalty: 4304.516602
	Iteration 1F: 3 clusters Score -623431.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -623756.250000 Penalty: 4304.516602
	Iteration 2F: 3 clusters Score -623756.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -623976.562500 Penalty: 4304.516602
	Iteration 3F: 3 clusters Score -623976.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -624145.625000 Penalty: 4304.516602
	Iteration 4Q: 3 clusters Score -624145.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -624283.750000 Penalty: 4304.516602
	Iteration 5Q: 3 clusters Score -624283.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -624415.062500 Penalty: 4304.516602
	Iteration 6Q: 3 clusters Score -624415.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -624540.875000 Penalty: 4304.516602
	Iteration 7Q: 3 clusters Score -624540.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -624702.687500 Penalty: 4304.516602
	Iteration 8Q: 3 clusters Score -624702.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -624915.187500 Penalty: 4304.516602
	Iteration 9Q: 3 clusters Score -624915.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -625201.437500 Penalty: 4304.516602
	Iteration 10Q: 3 clusters Score -625201.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -625535.750000 Penalty: 4304.516602
	Iteration 11Q: 3 clusters Score -625535.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -625830.062500 Penalty: 4304.516602
	Iteration 12Q: 3 clusters Score -625830.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -626018.875000 Penalty: 4304.516602
	Iteration 13Q: 3 clusters Score -626018.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -626141.812500 Penalty: 4304.516602
	Iteration 14Q: 3 clusters Score -626141.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -626226.562500 Penalty: 4304.516602
	Iteration 15Q: 3 clusters Score -626226.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -626288.125000 Penalty: 4304.516602
	Iteration 16Q: 3 clusters Score -626288.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -626324.500000 Penalty: 4304.516602
	Iteration 17Q: 3 clusters Score -626324.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -626361.562500 Penalty: 4304.516602
	Iteration 18Q: 3 clusters Score -626361.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -626405.750000 Penalty: 4304.516602
	Iteration 19Q: 3 clusters Score -626405.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -626449.062500 Penalty: 4304.516602
	Iteration 20F: 3 clusters Score -626449.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -626486.812500 Penalty: 4304.516602
	Iteration 21Q: 3 clusters Score -626486.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -626513.625000 Penalty: 4304.516602
	Iteration 22Q: 3 clusters Score -626513.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -626542.250000 Penalty: 4304.516602
	Iteration 23Q: 3 clusters Score -626542.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -626576.375000 Penalty: 4304.516602
	Iteration 24Q: 3 clusters Score -626576.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -626631.125000 Penalty: 4304.516602
	Iteration 25Q: 3 clusters Score -626631.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -626709.062500 Penalty: 4304.516602
	Iteration 26Q: 3 clusters Score -626709.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -626821.875000 Penalty: 4304.516602
	Iteration 27Q: 3 clusters Score -626821.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -626984.312500 Penalty: 4304.516602
	Iteration 28Q: 3 clusters Score -626984.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -627143.875000 Penalty: 4304.516602
	Iteration 29Q: 3 clusters Score -627143.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -627232.375000 Penalty: 4304.516602
	Iteration 30Q: 3 clusters Score -627232.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -627290.250000 Penalty: 4304.516602
	Iteration 31Q: 3 clusters Score -627290.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -627316.562500 Penalty: 4304.516602
	Iteration 32Q: 3 clusters Score -627316.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -627331.312500 Penalty: 4304.516602
	Iteration 33Q: 3 clusters Score -627331.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -627339.062500 Penalty: 4304.516602
	Iteration 34Q: 3 clusters Score -627339.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -627344.375000 Penalty: 4304.516602
	Iteration 35Q: 3 clusters Score -627344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -627343.562500 Penalty: 4304.516602
	Iteration 36Q: 3 clusters Score -627343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -627344.312500 Penalty: 4304.516602
	Iteration 37Q: 3 clusters Score -627344.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -627349.312500 Penalty: 4304.516602
	Iteration 38F: 3 clusters Score -627349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -627350.312500 Penalty: 4304.516602
	Iteration 39Q: 3 clusters Score -627350.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -627350.312500 Penalty: 4304.516602
	Iteration 40F: 3 clusters Score -627350.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 53093 members 
Mstep: Class 4 contains 213919 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108281 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13806 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25021 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 2272 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5251 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6778 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4748 members 
Mstep: Class 46 contains 35536 members 
Mstep: Class 47 contains 27800 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7996 members 
Mstep: Class 54 contains 10677 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16185 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3903 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25355 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Mstep: Class 72 contains 3603 members 
Entering Unmasked Estep 
Score: -139312096.000000 Penalty: 251259.593750
Splitting cluster 34 changes total score from -139313120.000000 to -139312096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -74524.546875 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -74524.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72835.906250 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -72835.91 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73126.835938 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -73126.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73249.218750 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -73249.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73366.546875 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -73366.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73450.937500 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -73450.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73551.828125 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -73551.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73651.265625 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -73651.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73709.890625 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -73709.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73753.703125 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -73753.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73805.156250 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -73805.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73838.906250 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -73838.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73895.718750 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -73895.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73974.421875 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -73974.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74076.656250 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -74076.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74263.281250 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -74263.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74508.640625 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -74508.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74557.156250 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -74557.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74566.765625 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -74566.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74576.132812 Penalty: 3251.457031
	Iteration 18Q: 3 clusters Score -74576.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74577.539062 Penalty: 3251.457031
	Iteration 19Q: 3 clusters Score -74577.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74577.539062 Penalty: 3251.457031
	Iteration 20F: 3 clusters Score -74577.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 53093 members 
Mstep: Class 4 contains 213919 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108281 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13806 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25021 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 413 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5251 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6778 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4748 members 
Mstep: Class 46 contains 35536 members 
Mstep: Class 47 contains 27800 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7996 members 
Mstep: Class 54 contains 10677 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16185 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3903 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25355 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Mstep: Class 72 contains 290 members 
Entering Unmasked Estep 
Score: -139311296.000000 Penalty: 251259.593750
Splitting cluster 35 changes total score from -139313120.000000 to -139311296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -126675.484375 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -126675.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -124608.007812 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -124608 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -124921.828125 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -124921.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125012.703125 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -125012.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125067.484375 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -125067.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125096.007812 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -125096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125109.812500 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -125109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125115.929688 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -125115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125125.273438 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -125125.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125131.757812 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -125131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125138.132812 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -125138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125144.429688 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -125144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -125146.226562 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -125146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125147.671875 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -125147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125149.062500 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -125149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125152.070312 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -125152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125153.710938 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -125153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125155.984375 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -125156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125158.140625 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -125158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125160.257812 Penalty: 3504.544189
	Iteration 18Q: 3 clusters Score -125160.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125161.179688 Penalty: 3504.544189
	Iteration 19Q: 3 clusters Score -125161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125162.468750 Penalty: 3504.544189
	Iteration 20F: 3 clusters Score -125162.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -344199.750000 Penalty: 1988.210327
	Iteration 0F: 2 clusters Score -344199.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -340890.468750 Penalty: 3976.420654
	Iteration 0F: 3 clusters Score -340890.5 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -341519.062500 Penalty: 3976.420654
	Iteration 1F: 3 clusters Score -341519.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -341665.906250 Penalty: 3976.420654
	Iteration 2F: 3 clusters Score -341665.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -341749.593750 Penalty: 3976.420654
	Iteration 3Q: 3 clusters Score -341749.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -341803.937500 Penalty: 3976.420654
	Iteration 4Q: 3 clusters Score -341803.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -341851.750000 Penalty: 3976.420654
	Iteration 5Q: 3 clusters Score -341851.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -341881.750000 Penalty: 3976.420654
	Iteration 6Q: 3 clusters Score -341881.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -341907.093750 Penalty: 3976.420654
	Iteration 7Q: 3 clusters Score -341907.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -341927.750000 Penalty: 3976.420654
	Iteration 8Q: 3 clusters Score -341927.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -341948.500000 Penalty: 3976.420654
	Iteration 9Q: 3 clusters Score -341948.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -341966.437500 Penalty: 3976.420654
	Iteration 10Q: 3 clusters Score -341966.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -341978.250000 Penalty: 3976.420654
	Iteration 11Q: 3 clusters Score -341978.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -341987.812500 Penalty: 3976.420654
	Iteration 12Q: 3 clusters Score -341987.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -341998.312500 Penalty: 3976.420654
	Iteration 13Q: 3 clusters Score -341998.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -342006.156250 Penalty: 3976.420654
	Iteration 14Q: 3 clusters Score -342006.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -342014.781250 Penalty: 3976.420654
	Iteration 15Q: 3 clusters Score -342014.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -342022.593750 Penalty: 3976.420654
	Iteration 16Q: 3 clusters Score -342022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -342025.937500 Penalty: 3976.420654
	Iteration 17Q: 3 clusters Score -342025.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -342030.281250 Penalty: 3976.420654
	Iteration 18Q: 3 clusters Score -342030.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -342032.187500 Penalty: 3976.420654
	Iteration 19Q: 3 clusters Score -342032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -342033.593750 Penalty: 3976.420654
	Iteration 20F: 3 clusters Score -342033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -342035.875000 Penalty: 3976.420654
	Iteration 21Q: 3 clusters Score -342035.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -342040.187500 Penalty: 3976.420654
	Iteration 22Q: 3 clusters Score -342040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -342042.625000 Penalty: 3976.420654
	Iteration 23Q: 3 clusters Score -342042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -342045.437500 Penalty: 3976.420654
	Iteration 24Q: 3 clusters Score -342045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -342045.312500 Penalty: 3976.420654
	Iteration 25Q: 3 clusters Score -342045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -342045.312500 Penalty: 3976.420654
	Iteration 26F: 3 clusters Score -342045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -530551.250000 Penalty: 2124.411133
	Iteration 0F: 2 clusters Score -530551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -525831.437500 Penalty: 4248.822266
	Iteration 0F: 3 clusters Score -525831.4 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -527128.125000 Penalty: 4248.822266
	Iteration 1F: 3 clusters Score -527128.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -527451.562500 Penalty: 4248.822266
	Iteration 2F: 3 clusters Score -527451.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -527728.875000 Penalty: 4248.822266
	Iteration 3F: 3 clusters Score -527728.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -527959.937500 Penalty: 4248.822266
	Iteration 4F: 3 clusters Score -527959.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -528168.937500 Penalty: 4248.822266
	Iteration 5F: 3 clusters Score -528168.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -528341.750000 Penalty: 4248.822266
	Iteration 6Q: 3 clusters Score -528341.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -528468.562500 Penalty: 4248.822266
	Iteration 7Q: 3 clusters Score -528468.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -528574.000000 Penalty: 4248.822266
	Iteration 8Q: 3 clusters Score -528574 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -528649.500000 Penalty: 4248.822266
	Iteration 9Q: 3 clusters Score -528649.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -528698.937500 Penalty: 4248.822266
	Iteration 10Q: 3 clusters Score -528698.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -528733.062500 Penalty: 4248.822266
	Iteration 11Q: 3 clusters Score -528733.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -528758.500000 Penalty: 4248.822266
	Iteration 12Q: 3 clusters Score -528758.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -528785.312500 Penalty: 4248.822266
	Iteration 13Q: 3 clusters Score -528785.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -528818.437500 Penalty: 4248.822266
	Iteration 14Q: 3 clusters Score -528818.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -528854.000000 Penalty: 4248.822266
	Iteration 15Q: 3 clusters Score -528854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -528894.750000 Penalty: 4248.822266
	Iteration 16Q: 3 clusters Score -528894.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -528924.687500 Penalty: 4248.822266
	Iteration 17Q: 3 clusters Score -528924.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -528950.875000 Penalty: 4248.822266
	Iteration 18Q: 3 clusters Score -528950.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -528970.375000 Penalty: 4248.822266
	Iteration 19Q: 3 clusters Score -528970.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -528987.437500 Penalty: 4248.822266
	Iteration 20F: 3 clusters Score -528987.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -529000.812500 Penalty: 4248.822266
	Iteration 21Q: 3 clusters Score -529000.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -529014.000000 Penalty: 4248.822266
	Iteration 22Q: 3 clusters Score -529014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -529027.250000 Penalty: 4248.822266
	Iteration 23Q: 3 clusters Score -529027.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -529039.937500 Penalty: 4248.822266
	Iteration 24Q: 3 clusters Score -529039.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -529056.187500 Penalty: 4248.822266
	Iteration 25Q: 3 clusters Score -529056.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -529065.750000 Penalty: 4248.822266
	Iteration 26Q: 3 clusters Score -529065.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -529072.125000 Penalty: 4248.822266
	Iteration 27Q: 3 clusters Score -529072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -529077.875000 Penalty: 4248.822266
	Iteration 28Q: 3 clusters Score -529077.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -529083.125000 Penalty: 4248.822266
	Iteration 29Q: 3 clusters Score -529083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -529085.937500 Penalty: 4248.822266
	Iteration 30Q: 3 clusters Score -529085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -529087.375000 Penalty: 4248.822266
	Iteration 31Q: 3 clusters Score -529087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -529090.625000 Penalty: 4248.822266
	Iteration 32Q: 3 clusters Score -529090.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -529092.250000 Penalty: 4248.822266
	Iteration 33Q: 3 clusters Score -529092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -529093.937500 Penalty: 4248.822266
	Iteration 34Q: 3 clusters Score -529093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -529094.625000 Penalty: 4248.822266
	Iteration 35Q: 3 clusters Score -529094.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -529094.625000 Penalty: 4248.822266
	Iteration 36F: 3 clusters Score -529094.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Entering Unmasked Estep 
Score: -1573146.375000 Penalty: 2369.971924
	Iteration 0F: 2 clusters Score -1573146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1562873.250000 Penalty: 4739.943848
	Iteration 0F: 3 clusters Score -1562873 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1566124.375000 Penalty: 4739.943848
	Iteration 1F: 3 clusters Score -1566124 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1566606.250000 Penalty: 4739.943848
	Iteration 2F: 3 clusters Score -1566606 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1566973.250000 Penalty: 4739.943848
	Iteration 3F: 3 clusters Score -1566973 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1567257.125000 Penalty: 4739.943848
	Iteration 4Q: 3 clusters Score -1567257 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1567479.625000 Penalty: 4739.943848
	Iteration 5Q: 3 clusters Score -1567480 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1567683.875000 Penalty: 4739.943848
	Iteration 6Q: 3 clusters Score -1567684 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1567893.125000 Penalty: 4739.943848
	Iteration 7Q: 3 clusters Score -1567893 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1568118.625000 Penalty: 4739.943848
	Iteration 8Q: 3 clusters Score -1568119 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1568403.750000 Penalty: 4739.943848
	Iteration 9Q: 3 clusters Score -1568404 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1568710.250000 Penalty: 4739.943848
	Iteration 10Q: 3 clusters Score -1568710 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1569017.375000 Penalty: 4739.943848
	Iteration 11Q: 3 clusters Score -1569017 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1569297.500000 Penalty: 4739.943848
	Iteration 12Q: 3 clusters Score -1569298 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1569522.750000 Penalty: 4739.943848
	Iteration 13Q: 3 clusters Score -1569523 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1569706.625000 Penalty: 4739.943848
	Iteration 14Q: 3 clusters Score -1569707 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1569841.375000 Penalty: 4739.943848
	Iteration 15Q: 3 clusters Score -1569841 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1569975.625000 Penalty: 4739.943848
	Iteration 16Q: 3 clusters Score -1569976 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1570075.125000 Penalty: 4739.943848
	Iteration 17Q: 3 clusters Score -1570075 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1570154.750000 Penalty: 4739.943848
	Iteration 18Q: 3 clusters Score -1570155 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1570231.250000 Penalty: 4739.943848
	Iteration 19Q: 3 clusters Score -1570231 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1570292.000000 Penalty: 4739.943848
	Iteration 20F: 3 clusters Score -1570292 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1570355.875000 Penalty: 4739.943848
	Iteration 21Q: 3 clusters Score -1570356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1570386.625000 Penalty: 4739.943848
	Iteration 22Q: 3 clusters Score -1570387 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1570421.250000 Penalty: 4739.943848
	Iteration 23Q: 3 clusters Score -1570421 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1570457.875000 Penalty: 4739.943848
	Iteration 24Q: 3 clusters Score -1570458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1570493.875000 Penalty: 4739.943848
	Iteration 25Q: 3 clusters Score -1570494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1570522.375000 Penalty: 4739.943848
	Iteration 26Q: 3 clusters Score -1570522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1570557.250000 Penalty: 4739.943848
	Iteration 27Q: 3 clusters Score -1570557 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1570581.750000 Penalty: 4739.943848
	Iteration 28Q: 3 clusters Score -1570582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1570625.375000 Penalty: 4739.943848
	Iteration 29Q: 3 clusters Score -1570625 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1570649.750000 Penalty: 4739.943848
	Iteration 30Q: 3 clusters Score -1570650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1570678.250000 Penalty: 4739.943848
	Iteration 31Q: 3 clusters Score -1570678 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1570706.250000 Penalty: 4739.943848
	Iteration 32Q: 3 clusters Score -1570706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1570739.750000 Penalty: 4739.943848
	Iteration 33Q: 3 clusters Score -1570740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1570770.000000 Penalty: 4739.943848
	Iteration 34Q: 3 clusters Score -1570770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1570802.500000 Penalty: 4739.943848
	Iteration 35Q: 3 clusters Score -1570802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1570831.750000 Penalty: 4739.943848
	Iteration 36Q: 3 clusters Score -1570832 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1570865.125000 Penalty: 4739.943848
	Iteration 37Q: 3 clusters Score -1570865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1570888.500000 Penalty: 4739.943848
	Iteration 38Q: 3 clusters Score -1570888 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1570919.125000 Penalty: 4739.943848
	Iteration 39Q: 3 clusters Score -1570919 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1570951.375000 Penalty: 4739.943848
	Iteration 40F: 3 clusters Score -1570951 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1570977.500000 Penalty: 4739.943848
	Iteration 41Q: 3 clusters Score -1570978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1571005.125000 Penalty: 4739.943848
	Iteration 42Q: 3 clusters Score -1571005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1571032.500000 Penalty: 4739.943848
	Iteration 43Q: 3 clusters Score -1571032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1571062.250000 Penalty: 4739.943848
	Iteration 44Q: 3 clusters Score -1571062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1571088.750000 Penalty: 4739.943848
	Iteration 45Q: 3 clusters Score -1571089 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1571110.750000 Penalty: 4739.943848
	Iteration 46Q: 3 clusters Score -1571111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1571138.875000 Penalty: 4739.943848
	Iteration 47Q: 3 clusters Score -1571139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1571167.125000 Penalty: 4739.943848
	Iteration 48Q: 3 clusters Score -1571167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1571183.375000 Penalty: 4739.943848
	Iteration 49Q: 3 clusters Score -1571183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1571196.500000 Penalty: 4739.943848
	Iteration 50Q: 3 clusters Score -1571196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1571212.375000 Penalty: 4739.943848
	Iteration 51Q: 3 clusters Score -1571212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1571236.125000 Penalty: 4739.943848
	Iteration 52Q: 3 clusters Score -1571236 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1571263.125000 Penalty: 4739.943848
	Iteration 53Q: 3 clusters Score -1571263 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1571291.250000 Penalty: 4739.943848
	Iteration 54Q: 3 clusters Score -1571291 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1571321.250000 Penalty: 4739.943848
	Iteration 55Q: 3 clusters Score -1571321 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1571360.500000 Penalty: 4739.943848
	Iteration 56Q: 3 clusters Score -1571360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1571402.250000 Penalty: 4739.943848
	Iteration 57Q: 3 clusters Score -1571402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1571444.000000 Penalty: 4739.943848
	Iteration 58Q: 3 clusters Score -1571444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1571498.375000 Penalty: 4739.943848
	Iteration 59Q: 3 clusters Score -1571498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1571546.375000 Penalty: 4739.943848
	Iteration 60F: 3 clusters Score -1571546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1571595.375000 Penalty: 4739.943848
	Iteration 61Q: 3 clusters Score -1571595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1571636.625000 Penalty: 4739.943848
	Iteration 62Q: 3 clusters Score -1571637 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1571671.875000 Penalty: 4739.943848
	Iteration 63Q: 3 clusters Score -1571672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1571711.250000 Penalty: 4739.943848
	Iteration 64Q: 3 clusters Score -1571711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1571731.875000 Penalty: 4739.943848
	Iteration 65Q: 3 clusters Score -1571732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1571754.250000 Penalty: 4739.943848
	Iteration 66Q: 3 clusters Score -1571754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1571778.125000 Penalty: 4739.943848
	Iteration 67Q: 3 clusters Score -1571778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1571790.125000 Penalty: 4739.943848
	Iteration 68Q: 3 clusters Score -1571790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1571806.250000 Penalty: 4739.943848
	Iteration 69Q: 3 clusters Score -1571806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1571820.000000 Penalty: 4739.943848
	Iteration 70Q: 3 clusters Score -1571820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1571834.000000 Penalty: 4739.943848
	Iteration 71Q: 3 clusters Score -1571834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1571849.125000 Penalty: 4739.943848
	Iteration 72Q: 3 clusters Score -1571849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1571854.875000 Penalty: 4739.943848
	Iteration 73Q: 3 clusters Score -1571855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1571869.000000 Penalty: 4739.943848
	Iteration 74Q: 3 clusters Score -1571869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1571881.625000 Penalty: 4739.943848
	Iteration 75Q: 3 clusters Score -1571882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1571889.500000 Penalty: 4739.943848
	Iteration 76Q: 3 clusters Score -1571890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1571898.875000 Penalty: 4739.943848
	Iteration 77Q: 3 clusters Score -1571899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1571905.750000 Penalty: 4739.943848
	Iteration 78Q: 3 clusters Score -1571906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1571907.750000 Penalty: 4739.943848
	Iteration 79Q: 3 clusters Score -1571908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1571919.375000 Penalty: 4739.943848
	Iteration 80F: 3 clusters Score -1571919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1571927.375000 Penalty: 4739.943848
	Iteration 81Q: 3 clusters Score -1571927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1571932.625000 Penalty: 4739.943848
	Iteration 82Q: 3 clusters Score -1571933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1571943.125000 Penalty: 4739.943848
	Iteration 83Q: 3 clusters Score -1571943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1571953.250000 Penalty: 4739.943848
	Iteration 84Q: 3 clusters Score -1571953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1571954.625000 Penalty: 4739.943848
	Iteration 85Q: 3 clusters Score -1571955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1571957.250000 Penalty: 4739.943848
	Iteration 86Q: 3 clusters Score -1571957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1571960.875000 Penalty: 4739.943848
	Iteration 87Q: 3 clusters Score -1571961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1571961.125000 Penalty: 4739.943848
	Iteration 88Q: 3 clusters Score -1571961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1571960.375000 Penalty: 4739.943848
	Iteration 89Q: 3 clusters Score -1571960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1571964.625000 Penalty: 4739.943848
	Iteration 90Q: 3 clusters Score -1571965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1571966.750000 Penalty: 4739.943848
	Iteration 91Q: 3 clusters Score -1571967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1571966.500000 Penalty: 4739.943848
	Iteration 92Q: 3 clusters Score -1571966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1571965.250000 Penalty: 4739.943848
	Iteration 93Q: 3 clusters Score -1571965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1571966.500000 Penalty: 4739.943848
	Iteration 94Q: 3 clusters Score -1571966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1571966.875000 Penalty: 4739.943848
	Iteration 95Q: 3 clusters Score -1571967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1571970.000000 Penalty: 4739.943848
	Iteration 96Q: 3 clusters Score -1571970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1571969.000000 Penalty: 4739.943848
	Iteration 97Q: 3 clusters Score -1571969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1571972.250000 Penalty: 4739.943848
	Iteration 98Q: 3 clusters Score -1571972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1571972.250000 Penalty: 4739.943848
	Iteration 99F: 3 clusters Score -1571972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Entering Unmasked Estep 
Score: -2575596.750000 Penalty: 2509.092285
	Iteration 0F: 2 clusters Score -2575597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2558417.250000 Penalty: 5018.184570
	Iteration 0F: 3 clusters Score -2558417 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2565022.750000 Penalty: 5018.184570
	Iteration 1F: 3 clusters Score -2565023 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2566307.500000 Penalty: 5018.184570
	Iteration 2F: 3 clusters Score -2566308 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2567552.000000 Penalty: 5018.184570
	Iteration 3F: 3 clusters Score -2567552 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2568761.500000 Penalty: 5018.184570
	Iteration 4F: 3 clusters Score -2568762 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2569860.250000 Penalty: 5018.184570
	Iteration 5F: 3 clusters Score -2569860 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2570892.750000 Penalty: 5018.184570
	Iteration 6F: 3 clusters Score -2570893 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2571753.000000 Penalty: 5018.184570
	Iteration 7F: 3 clusters Score -2571753 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2572434.250000 Penalty: 5018.184570
	Iteration 8Q: 3 clusters Score -2572434 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2572983.500000 Penalty: 5018.184570
	Iteration 9Q: 3 clusters Score -2572984 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2573373.500000 Penalty: 5018.184570
	Iteration 10Q: 3 clusters Score -2573374 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2573635.000000 Penalty: 5018.184570
	Iteration 11Q: 3 clusters Score -2573635 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2573814.500000 Penalty: 5018.184570
	Iteration 12Q: 3 clusters Score -2573814 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2573945.500000 Penalty: 5018.184570
	Iteration 13Q: 3 clusters Score -2573946 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2574059.000000 Penalty: 5018.184570
	Iteration 14Q: 3 clusters Score -2574059 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2574162.000000 Penalty: 5018.184570
	Iteration 15Q: 3 clusters Score -2574162 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2574248.250000 Penalty: 5018.184570
	Iteration 16Q: 3 clusters Score -2574248 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2574340.500000 Penalty: 5018.184570
	Iteration 17Q: 3 clusters Score -2574340 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2574419.750000 Penalty: 5018.184570
	Iteration 18Q: 3 clusters Score -2574420 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2574496.500000 Penalty: 5018.184570
	Iteration 19Q: 3 clusters Score -2574496 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2574570.250000 Penalty: 5018.184570
	Iteration 20F: 3 clusters Score -2574570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2574654.000000 Penalty: 5018.184570
	Iteration 21Q: 3 clusters Score -2574654 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2574724.250000 Penalty: 5018.184570
	Iteration 22Q: 3 clusters Score -2574724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2574801.750000 Penalty: 5018.184570
	Iteration 23Q: 3 clusters Score -2574802 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2574875.750000 Penalty: 5018.184570
	Iteration 24Q: 3 clusters Score -2574876 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2574923.750000 Penalty: 5018.184570
	Iteration 25Q: 3 clusters Score -2574924 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2574976.750000 Penalty: 5018.184570
	Iteration 26Q: 3 clusters Score -2574977 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2575039.750000 Penalty: 5018.184570
	Iteration 27Q: 3 clusters Score -2575040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2575109.500000 Penalty: 5018.184570
	Iteration 28Q: 3 clusters Score -2575110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2575148.000000 Penalty: 5018.184570
	Iteration 29Q: 3 clusters Score -2575148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2575182.000000 Penalty: 5018.184570
	Iteration 30Q: 3 clusters Score -2575182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2575199.000000 Penalty: 5018.184570
	Iteration 31Q: 3 clusters Score -2575199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2575230.750000 Penalty: 5018.184570
	Iteration 32Q: 3 clusters Score -2575231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2575249.750000 Penalty: 5018.184570
	Iteration 33Q: 3 clusters Score -2575250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2575270.750000 Penalty: 5018.184570
	Iteration 34Q: 3 clusters Score -2575271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2575284.750000 Penalty: 5018.184570
	Iteration 35Q: 3 clusters Score -2575285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2575284.000000 Penalty: 5018.184570
	Iteration 36Q: 3 clusters Score -2575284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2575291.000000 Penalty: 5018.184570
	Iteration 37Q: 3 clusters Score -2575291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2575299.500000 Penalty: 5018.184570
	Iteration 38Q: 3 clusters Score -2575300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2575302.000000 Penalty: 5018.184570
	Iteration 39Q: 3 clusters Score -2575302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2575304.500000 Penalty: 5018.184570
	Iteration 40F: 3 clusters Score -2575304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2575307.500000 Penalty: 5018.184570
	Iteration 41Q: 3 clusters Score -2575308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2575308.500000 Penalty: 5018.184570
	Iteration 42Q: 3 clusters Score -2575308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2575311.750000 Penalty: 5018.184570
	Iteration 43Q: 3 clusters Score -2575312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2575312.500000 Penalty: 5018.184570
	Iteration 44Q: 3 clusters Score -2575312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2575310.750000 Penalty: 5018.184570
	Iteration 45Q: 3 clusters Score -2575311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2575313.250000 Penalty: 5018.184570
	Iteration 46Q: 3 clusters Score -2575313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2575316.000000 Penalty: 5018.184570
	Iteration 47Q: 3 clusters Score -2575316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2575316.000000 Penalty: 5018.184570
	Iteration 48Q: 3 clusters Score -2575316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2575316.000000 Penalty: 5018.184570
	Iteration 49F: 3 clusters Score -2575316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -567367.687500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -567367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -562628.437500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -562628.4 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -563791.562500 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -563791.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -564026.937500 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -564026.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -564198.625000 Penalty: 4259.475098
	Iteration 3Q: 3 clusters Score -564198.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -564376.250000 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -564376.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -564527.812500 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -564527.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -564645.437500 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -564645.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -564753.937500 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -564753.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -564859.250000 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -564859.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -564945.375000 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -564945.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -565010.062500 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -565010.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -565070.375000 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -565070.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -565132.625000 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -565132.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -565181.000000 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -565181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -565235.625000 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -565235.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -565284.062500 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -565284.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -565322.750000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -565322.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -565352.375000 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -565352.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -565376.062500 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -565376.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -565398.937500 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -565398.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -565424.062500 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -565424.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -565445.687500 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -565445.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -565467.375000 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -565467.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -565492.750000 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -565492.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -565507.625000 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -565507.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -565529.125000 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -565529.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -565552.250000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -565552.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -565570.937500 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -565570.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -565582.437500 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -565582.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -565589.562500 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -565589.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -565592.062500 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -565592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -565595.375000 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -565595.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -565600.750000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -565600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -565604.687500 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -565604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -565607.875000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -565607.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -565611.125000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -565611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -565615.937500 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -565615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -565619.250000 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -565619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -565620.937500 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -565620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -565623.062500 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -565623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -565625.375000 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -565625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -565627.312500 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -565627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -565628.312500 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -565628.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -565630.312500 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -565630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -565633.250000 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -565633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -565634.875000 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -565634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -565639.375000 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -565639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -565642.812500 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -565642.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -565647.812500 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -565647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -565650.937500 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -565650.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -565655.250000 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -565655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -565659.125000 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -565659.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -565661.062500 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -565661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -565668.437500 Penalty: 4259.475098
	Iteration 53Q: 3 clusters Score -565668.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -565680.250000 Penalty: 4259.475098
	Iteration 54Q: 3 clusters Score -565680.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -565693.500000 Penalty: 4259.475098
	Iteration 55Q: 3 clusters Score -565693.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -565708.125000 Penalty: 4259.475098
	Iteration 56Q: 3 clusters Score -565708.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -565731.812500 Penalty: 4259.475098
	Iteration 57Q: 3 clusters Score -565731.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -565756.437500 Penalty: 4259.475098
	Iteration 58Q: 3 clusters Score -565756.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -565772.937500 Penalty: 4259.475098
	Iteration 59Q: 3 clusters Score -565772.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -565788.125000 Penalty: 4259.475098
	Iteration 60F: 3 clusters Score -565788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -565794.937500 Penalty: 4259.475098
	Iteration 61Q: 3 clusters Score -565794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -565798.437500 Penalty: 4259.475098
	Iteration 62Q: 3 clusters Score -565798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -565804.062500 Penalty: 4259.475098
	Iteration 63Q: 3 clusters Score -565804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -565812.875000 Penalty: 4259.475098
	Iteration 64Q: 3 clusters Score -565812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -565822.562500 Penalty: 4259.475098
	Iteration 65Q: 3 clusters Score -565822.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -565832.187500 Penalty: 4259.475098
	Iteration 66Q: 3 clusters Score -565832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -565834.125000 Penalty: 4259.475098
	Iteration 67Q: 3 clusters Score -565834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -565836.812500 Penalty: 4259.475098
	Iteration 68Q: 3 clusters Score -565836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -565836.812500 Penalty: 4259.475098
	Iteration 69F: 3 clusters Score -565836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Entering Unmasked Estep 
Score: -727802.187500 Penalty: 2187.716553
	Iteration 0F: 2 clusters Score -727802.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -722139.562500 Penalty: 4375.433105
	Iteration 0F: 3 clusters Score -722139.6 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -723619.250000 Penalty: 4375.433105
	Iteration 1F: 3 clusters Score -723619.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -723881.625000 Penalty: 4375.433105
	Iteration 2F: 3 clusters Score -723881.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -724107.062500 Penalty: 4375.433105
	Iteration 3F: 3 clusters Score -724107.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -724319.312500 Penalty: 4375.433105
	Iteration 4Q: 3 clusters Score -724319.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -724553.187500 Penalty: 4375.433105
	Iteration 5Q: 3 clusters Score -724553.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -724838.437500 Penalty: 4375.433105
	Iteration 6Q: 3 clusters Score -724838.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -725134.125000 Penalty: 4375.433105
	Iteration 7Q: 3 clusters Score -725134.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -725459.687500 Penalty: 4375.433105
	Iteration 8Q: 3 clusters Score -725459.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -725814.625000 Penalty: 4375.433105
	Iteration 9F: 3 clusters Score -725814.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -726152.562500 Penalty: 4375.433105
	Iteration 10Q: 3 clusters Score -726152.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -726562.250000 Penalty: 4375.433105
	Iteration 11Q: 3 clusters Score -726562.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -726874.625000 Penalty: 4375.433105
	Iteration 12Q: 3 clusters Score -726874.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -727078.437500 Penalty: 4375.433105
	Iteration 13Q: 3 clusters Score -727078.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -727190.000000 Penalty: 4375.433105
	Iteration 14Q: 3 clusters Score -727190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -727272.750000 Penalty: 4375.433105
	Iteration 15Q: 3 clusters Score -727272.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -727334.875000 Penalty: 4375.433105
	Iteration 16Q: 3 clusters Score -727334.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -727384.250000 Penalty: 4375.433105
	Iteration 17Q: 3 clusters Score -727384.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -727435.312500 Penalty: 4375.433105
	Iteration 18Q: 3 clusters Score -727435.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -727472.812500 Penalty: 4375.433105
	Iteration 19Q: 3 clusters Score -727472.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -727496.375000 Penalty: 4375.433105
	Iteration 20F: 3 clusters Score -727496.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -727521.812500 Penalty: 4375.433105
	Iteration 21Q: 3 clusters Score -727521.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -727539.437500 Penalty: 4375.433105
	Iteration 22Q: 3 clusters Score -727539.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -727557.500000 Penalty: 4375.433105
	Iteration 23Q: 3 clusters Score -727557.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -727570.062500 Penalty: 4375.433105
	Iteration 24Q: 3 clusters Score -727570.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -727590.750000 Penalty: 4375.433105
	Iteration 25Q: 3 clusters Score -727590.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -727611.187500 Penalty: 4375.433105
	Iteration 26Q: 3 clusters Score -727611.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -727635.187500 Penalty: 4375.433105
	Iteration 27Q: 3 clusters Score -727635.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -727659.062500 Penalty: 4375.433105
	Iteration 28Q: 3 clusters Score -727659.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -727686.625000 Penalty: 4375.433105
	Iteration 29Q: 3 clusters Score -727686.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -727699.000000 Penalty: 4375.433105
	Iteration 30Q: 3 clusters Score -727699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -727706.437500 Penalty: 4375.433105
	Iteration 31Q: 3 clusters Score -727706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -727710.062500 Penalty: 4375.433105
	Iteration 32Q: 3 clusters Score -727710.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -727712.687500 Penalty: 4375.433105
	Iteration 33Q: 3 clusters Score -727712.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -727717.937500 Penalty: 4375.433105
	Iteration 34Q: 3 clusters Score -727717.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -727721.875000 Penalty: 4375.433105
	Iteration 35Q: 3 clusters Score -727721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -727721.750000 Penalty: 4375.433105
	Iteration 36Q: 3 clusters Score -727721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -727725.375000 Penalty: 4375.433105
	Iteration 37Q: 3 clusters Score -727725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -727725.062500 Penalty: 4375.433105
	Iteration 38Q: 3 clusters Score -727725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -727725.812500 Penalty: 4375.433105
	Iteration 39Q: 3 clusters Score -727725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -727726.687500 Penalty: 4375.433105
	Iteration 40F: 3 clusters Score -727726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -727725.500000 Penalty: 4375.433105
	Iteration 41Q: 3 clusters Score -727725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -727727.750000 Penalty: 4375.433105
	Iteration 42Q: 3 clusters Score -727727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -727727.750000 Penalty: 4375.433105
	Iteration 43F: 3 clusters Score -727727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32517.833984 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32517.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31186.783203 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -31186.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31307.035156 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31307.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31337.841797 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31337.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31350.402344 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31355.324219 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31355.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31355.324219 Penalty: 2877.850586
	Iteration 5F: 3 clusters Score -31355.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -784364.062500 Penalty: 2191.204346
	Iteration 0F: 2 clusters Score -784364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -778680.750000 Penalty: 4382.408691
	Iteration 0F: 3 clusters Score -778680.8 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -780113.687500 Penalty: 4382.408691
	Iteration 1F: 3 clusters Score -780113.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -780373.062500 Penalty: 4382.408691
	Iteration 2F: 3 clusters Score -780373.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -780522.812500 Penalty: 4382.408691
	Iteration 3Q: 3 clusters Score -780522.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -780637.500000 Penalty: 4382.408691
	Iteration 4Q: 3 clusters Score -780637.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -780719.625000 Penalty: 4382.408691
	Iteration 5Q: 3 clusters Score -780719.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -780791.562500 Penalty: 4382.408691
	Iteration 6Q: 3 clusters Score -780791.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -780847.000000 Penalty: 4382.408691
	Iteration 7Q: 3 clusters Score -780847 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -780904.312500 Penalty: 4382.408691
	Iteration 8Q: 3 clusters Score -780904.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -780968.937500 Penalty: 4382.408691
	Iteration 9Q: 3 clusters Score -780968.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -781027.937500 Penalty: 4382.408691
	Iteration 10Q: 3 clusters Score -781027.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -781086.187500 Penalty: 4382.408691
	Iteration 11Q: 3 clusters Score -781086.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -781146.500000 Penalty: 4382.408691
	Iteration 12Q: 3 clusters Score -781146.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -781208.375000 Penalty: 4382.408691
	Iteration 13Q: 3 clusters Score -781208.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -781285.687500 Penalty: 4382.408691
	Iteration 14Q: 3 clusters Score -781285.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -781374.812500 Penalty: 4382.408691
	Iteration 15Q: 3 clusters Score -781374.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -781457.125000 Penalty: 4382.408691
	Iteration 16Q: 3 clusters Score -781457.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -781556.062500 Penalty: 4382.408691
	Iteration 17Q: 3 clusters Score -781556.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -781672.000000 Penalty: 4382.408691
	Iteration 18Q: 3 clusters Score -781672 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -781786.312500 Penalty: 4382.408691
	Iteration 19Q: 3 clusters Score -781786.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -781898.937500 Penalty: 4382.408691
	Iteration 20F: 3 clusters Score -781898.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -781996.750000 Penalty: 4382.408691
	Iteration 21Q: 3 clusters Score -781996.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -782070.750000 Penalty: 4382.408691
	Iteration 22Q: 3 clusters Score -782070.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -782123.375000 Penalty: 4382.408691
	Iteration 23Q: 3 clusters Score -782123.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -782164.625000 Penalty: 4382.408691
	Iteration 24Q: 3 clusters Score -782164.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -782201.187500 Penalty: 4382.408691
	Iteration 25Q: 3 clusters Score -782201.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -782226.000000 Penalty: 4382.408691
	Iteration 26Q: 3 clusters Score -782226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -782244.687500 Penalty: 4382.408691
	Iteration 27Q: 3 clusters Score -782244.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -782262.625000 Penalty: 4382.408691
	Iteration 28Q: 3 clusters Score -782262.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -782283.687500 Penalty: 4382.408691
	Iteration 29Q: 3 clusters Score -782283.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -782305.625000 Penalty: 4382.408691
	Iteration 30Q: 3 clusters Score -782305.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -782318.250000 Penalty: 4382.408691
	Iteration 31Q: 3 clusters Score -782318.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -782332.250000 Penalty: 4382.408691
	Iteration 32Q: 3 clusters Score -782332.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -782347.187500 Penalty: 4382.408691
	Iteration 33Q: 3 clusters Score -782347.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -782359.062500 Penalty: 4382.408691
	Iteration 34Q: 3 clusters Score -782359.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -782371.562500 Penalty: 4382.408691
	Iteration 35Q: 3 clusters Score -782371.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -782384.500000 Penalty: 4382.408691
	Iteration 36Q: 3 clusters Score -782384.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -782393.687500 Penalty: 4382.408691
	Iteration 37Q: 3 clusters Score -782393.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -782405.812500 Penalty: 4382.408691
	Iteration 38Q: 3 clusters Score -782405.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -782414.750000 Penalty: 4382.408691
	Iteration 39Q: 3 clusters Score -782414.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -782421.750000 Penalty: 4382.408691
	Iteration 40F: 3 clusters Score -782421.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -782432.375000 Penalty: 4382.408691
	Iteration 41Q: 3 clusters Score -782432.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -782441.875000 Penalty: 4382.408691
	Iteration 42Q: 3 clusters Score -782441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -782448.937500 Penalty: 4382.408691
	Iteration 43Q: 3 clusters Score -782448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -782453.250000 Penalty: 4382.408691
	Iteration 44Q: 3 clusters Score -782453.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -782459.937500 Penalty: 4382.408691
	Iteration 45Q: 3 clusters Score -782459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -782463.000000 Penalty: 4382.408691
	Iteration 46Q: 3 clusters Score -782463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -782466.687500 Penalty: 4382.408691
	Iteration 47Q: 3 clusters Score -782466.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -782467.437500 Penalty: 4382.408691
	Iteration 48Q: 3 clusters Score -782467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -782469.687500 Penalty: 4382.408691
	Iteration 49Q: 3 clusters Score -782469.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -782471.625000 Penalty: 4382.408691
	Iteration 50Q: 3 clusters Score -782471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -782472.437500 Penalty: 4382.408691
	Iteration 51Q: 3 clusters Score -782472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -782473.375000 Penalty: 4382.408691
	Iteration 52Q: 3 clusters Score -782473.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -782473.375000 Penalty: 4382.408691
	Iteration 53F: 3 clusters Score -782473.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Entering Unmasked Estep 
Score: -451321.156250 Penalty: 2099.438721
	Iteration 0F: 2 clusters Score -451321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -447020.406250 Penalty: 4198.877441
	Iteration 0F: 3 clusters Score -447020.4 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -448414.312500 Penalty: 4198.877441
	Iteration 1F: 3 clusters Score -448414.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -449037.875000 Penalty: 4198.877441
	Iteration 2F: 3 clusters Score -449037.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -449558.531250 Penalty: 4198.877441
	Iteration 3F: 3 clusters Score -449558.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -449926.750000 Penalty: 4198.877441
	Iteration 4F: 3 clusters Score -449926.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -450147.062500 Penalty: 4198.877441
	Iteration 5F: 3 clusters Score -450147.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -450262.625000 Penalty: 4198.877441
	Iteration 6Q: 3 clusters Score -450262.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -450338.656250 Penalty: 4198.877441
	Iteration 7Q: 3 clusters Score -450338.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -450407.406250 Penalty: 4198.877441
	Iteration 8Q: 3 clusters Score -450407.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -450470.843750 Penalty: 4198.877441
	Iteration 9Q: 3 clusters Score -450470.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -450529.406250 Penalty: 4198.877441
	Iteration 10Q: 3 clusters Score -450529.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -450574.343750 Penalty: 4198.877441
	Iteration 11Q: 3 clusters Score -450574.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -450612.062500 Penalty: 4198.877441
	Iteration 12Q: 3 clusters Score -450612.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -450650.375000 Penalty: 4198.877441
	Iteration 13Q: 3 clusters Score -450650.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -450679.750000 Penalty: 4198.877441
	Iteration 14Q: 3 clusters Score -450679.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -450706.875000 Penalty: 4198.877441
	Iteration 15Q: 3 clusters Score -450706.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -450724.187500 Penalty: 4198.877441
	Iteration 16Q: 3 clusters Score -450724.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -450739.906250 Penalty: 4198.877441
	Iteration 17Q: 3 clusters Score -450739.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -450757.468750 Penalty: 4198.877441
	Iteration 18Q: 3 clusters Score -450757.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -450770.875000 Penalty: 4198.877441
	Iteration 19Q: 3 clusters Score -450770.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -450784.312500 Penalty: 4198.877441
	Iteration 20F: 3 clusters Score -450784.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -450795.625000 Penalty: 4198.877441
	Iteration 21Q: 3 clusters Score -450795.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -450804.093750 Penalty: 4198.877441
	Iteration 22Q: 3 clusters Score -450804.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -450815.468750 Penalty: 4198.877441
	Iteration 23Q: 3 clusters Score -450815.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -450823.375000 Penalty: 4198.877441
	Iteration 24Q: 3 clusters Score -450823.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -450828.218750 Penalty: 4198.877441
	Iteration 25Q: 3 clusters Score -450828.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -450833.781250 Penalty: 4198.877441
	Iteration 26Q: 3 clusters Score -450833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -450839.093750 Penalty: 4198.877441
	Iteration 27Q: 3 clusters Score -450839.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -450841.531250 Penalty: 4198.877441
	Iteration 28Q: 3 clusters Score -450841.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -450843.375000 Penalty: 4198.877441
	Iteration 29Q: 3 clusters Score -450843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -450844.781250 Penalty: 4198.877441
	Iteration 30Q: 3 clusters Score -450844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -450846.781250 Penalty: 4198.877441
	Iteration 31Q: 3 clusters Score -450846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -450846.968750 Penalty: 4198.877441
	Iteration 32Q: 3 clusters Score -450847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -450847.656250 Penalty: 4198.877441
	Iteration 33Q: 3 clusters Score -450847.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -450849.031250 Penalty: 4198.877441
	Iteration 34Q: 3 clusters Score -450849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -450849.531250 Penalty: 4198.877441
	Iteration 35Q: 3 clusters Score -450849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -450849.968750 Penalty: 4198.877441
	Iteration 36Q: 3 clusters Score -450850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -450849.968750 Penalty: 4198.877441
	Iteration 37F: 3 clusters Score -450850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (35536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Entering Unmasked Estep 
Score: -3756716.500000 Penalty: 2598.618896
	Iteration 0F: 2 clusters Score -3756716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3732747.750000 Penalty: 5197.237793
	Iteration 0F: 3 clusters Score -3732748 nChanged 16043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3741471.750000 Penalty: 5197.237793
	Iteration 1F: 3 clusters Score -3741472 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3742159.000000 Penalty: 5197.237793
	Iteration 2Q: 3 clusters Score -3742159 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3742957.750000 Penalty: 5197.237793
	Iteration 3Q: 3 clusters Score -3742958 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3743921.000000 Penalty: 5197.237793
	Iteration 4F: 3 clusters Score -3743921 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3745007.250000 Penalty: 5197.237793
	Iteration 5F: 3 clusters Score -3745007 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3746235.750000 Penalty: 5197.237793
	Iteration 6F: 3 clusters Score -3746236 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3747493.500000 Penalty: 5197.237793
	Iteration 7F: 3 clusters Score -3747494 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3748757.500000 Penalty: 5197.237793
	Iteration 8F: 3 clusters Score -3748758 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3749878.500000 Penalty: 5197.237793
	Iteration 9Q: 3 clusters Score -3749878 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3750805.750000 Penalty: 5197.237793
	Iteration 10Q: 3 clusters Score -3750806 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3751494.250000 Penalty: 5197.237793
	Iteration 11Q: 3 clusters Score -3751494 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3751980.500000 Penalty: 5197.237793
	Iteration 12Q: 3 clusters Score -3751980 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3752344.000000 Penalty: 5197.237793
	Iteration 13Q: 3 clusters Score -3752344 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3752651.250000 Penalty: 5197.237793
	Iteration 14Q: 3 clusters Score -3752651 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3752873.500000 Penalty: 5197.237793
	Iteration 15Q: 3 clusters Score -3752874 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3753106.250000 Penalty: 5197.237793
	Iteration 16Q: 3 clusters Score -3753106 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3753320.500000 Penalty: 5197.237793
	Iteration 17Q: 3 clusters Score -3753320 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3753549.750000 Penalty: 5197.237793
	Iteration 18Q: 3 clusters Score -3753550 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3753770.250000 Penalty: 5197.237793
	Iteration 19Q: 3 clusters Score -3753770 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3753966.500000 Penalty: 5197.237793
	Iteration 20F: 3 clusters Score -3753966 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3754241.000000 Penalty: 5197.237793
	Iteration 21Q: 3 clusters Score -3754241 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3754469.500000 Penalty: 5197.237793
	Iteration 22Q: 3 clusters Score -3754470 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3754668.750000 Penalty: 5197.237793
	Iteration 23Q: 3 clusters Score -3754669 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3754803.000000 Penalty: 5197.237793
	Iteration 24Q: 3 clusters Score -3754803 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3754909.000000 Penalty: 5197.237793
	Iteration 25Q: 3 clusters Score -3754909 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3755019.500000 Penalty: 5197.237793
	Iteration 26Q: 3 clusters Score -3755020 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3755101.750000 Penalty: 5197.237793
	Iteration 27Q: 3 clusters Score -3755102 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3755177.750000 Penalty: 5197.237793
	Iteration 28Q: 3 clusters Score -3755178 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3755254.250000 Penalty: 5197.237793
	Iteration 29Q: 3 clusters Score -3755254 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3755315.500000 Penalty: 5197.237793
	Iteration 30Q: 3 clusters Score -3755316 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3755360.500000 Penalty: 5197.237793
	Iteration 31Q: 3 clusters Score -3755360 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3755406.250000 Penalty: 5197.237793
	Iteration 32Q: 3 clusters Score -3755406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3755435.000000 Penalty: 5197.237793
	Iteration 33Q: 3 clusters Score -3755435 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3755464.000000 Penalty: 5197.237793
	Iteration 34Q: 3 clusters Score -3755464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3755499.000000 Penalty: 5197.237793
	Iteration 35Q: 3 clusters Score -3755499 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3755507.250000 Penalty: 5197.237793
	Iteration 36Q: 3 clusters Score -3755507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3755519.750000 Penalty: 5197.237793
	Iteration 37Q: 3 clusters Score -3755520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3755544.250000 Penalty: 5197.237793
	Iteration 38Q: 3 clusters Score -3755544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3755569.000000 Penalty: 5197.237793
	Iteration 39Q: 3 clusters Score -3755569 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3755576.750000 Penalty: 5197.237793
	Iteration 40F: 3 clusters Score -3755577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3755583.500000 Penalty: 5197.237793
	Iteration 41Q: 3 clusters Score -3755584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3755595.000000 Penalty: 5197.237793
	Iteration 42Q: 3 clusters Score -3755595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3755605.500000 Penalty: 5197.237793
	Iteration 43Q: 3 clusters Score -3755606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3755612.750000 Penalty: 5197.237793
	Iteration 44Q: 3 clusters Score -3755613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3755614.750000 Penalty: 5197.237793
	Iteration 45Q: 3 clusters Score -3755615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3755620.000000 Penalty: 5197.237793
	Iteration 46Q: 3 clusters Score -3755620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3755624.000000 Penalty: 5197.237793
	Iteration 47Q: 3 clusters Score -3755624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3755628.250000 Penalty: 5197.237793
	Iteration 48Q: 3 clusters Score -3755628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3755629.000000 Penalty: 5197.237793
	Iteration 49Q: 3 clusters Score -3755629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3755629.500000 Penalty: 5197.237793
	Iteration 50Q: 3 clusters Score -3755630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3755628.750000 Penalty: 5197.237793
	Iteration 51Q: 3 clusters Score -3755629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3755629.750000 Penalty: 5197.237793
	Iteration 52Q: 3 clusters Score -3755630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3755637.750000 Penalty: 5197.237793
	Iteration 53Q: 3 clusters Score -3755638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3755640.500000 Penalty: 5197.237793
	Iteration 54Q: 3 clusters Score -3755640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3755639.750000 Penalty: 5197.237793
	Iteration 55Q: 3 clusters Score -3755640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3755637.250000 Penalty: 5197.237793
	Iteration 56Q: 3 clusters Score -3755637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3755637.250000 Penalty: 5197.237793
	Iteration 57F: 3 clusters Score -3755637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (27800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Entering Unmasked Estep 
Score: -3182404.250000 Penalty: 2537.732178
	Iteration 0F: 2 clusters Score -3182404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3163281.500000 Penalty: 5075.464355
	Iteration 0F: 3 clusters Score -3163282 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3170157.250000 Penalty: 5075.464355
	Iteration 1F: 3 clusters Score -3170157 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3170715.750000 Penalty: 5075.464355
	Iteration 2Q: 3 clusters Score -3170716 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3171314.500000 Penalty: 5075.464355
	Iteration 3Q: 3 clusters Score -3171314 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3171989.500000 Penalty: 5075.464355
	Iteration 4Q: 3 clusters Score -3171990 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3172714.250000 Penalty: 5075.464355
	Iteration 5Q: 3 clusters Score -3172714 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3173562.250000 Penalty: 5075.464355
	Iteration 6F: 3 clusters Score -3173562 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3174596.000000 Penalty: 5075.464355
	Iteration 7F: 3 clusters Score -3174596 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3175745.250000 Penalty: 5075.464355
	Iteration 8F: 3 clusters Score -3175745 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3176837.250000 Penalty: 5075.464355
	Iteration 9F: 3 clusters Score -3176837 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3177732.000000 Penalty: 5075.464355
	Iteration 10Q: 3 clusters Score -3177732 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3178301.000000 Penalty: 5075.464355
	Iteration 11Q: 3 clusters Score -3178301 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3178681.250000 Penalty: 5075.464355
	Iteration 12Q: 3 clusters Score -3178681 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3178946.500000 Penalty: 5075.464355
	Iteration 13Q: 3 clusters Score -3178946 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3179132.750000 Penalty: 5075.464355
	Iteration 14Q: 3 clusters Score -3179133 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3179274.750000 Penalty: 5075.464355
	Iteration 15Q: 3 clusters Score -3179275 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3179416.000000 Penalty: 5075.464355
	Iteration 16Q: 3 clusters Score -3179416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3179551.000000 Penalty: 5075.464355
	Iteration 17Q: 3 clusters Score -3179551 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3179657.750000 Penalty: 5075.464355
	Iteration 18Q: 3 clusters Score -3179658 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3179749.750000 Penalty: 5075.464355
	Iteration 19Q: 3 clusters Score -3179750 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3179851.000000 Penalty: 5075.464355
	Iteration 20F: 3 clusters Score -3179851 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3179936.250000 Penalty: 5075.464355
	Iteration 21Q: 3 clusters Score -3179936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3179991.250000 Penalty: 5075.464355
	Iteration 22Q: 3 clusters Score -3179991 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3180076.500000 Penalty: 5075.464355
	Iteration 23Q: 3 clusters Score -3180076 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3180116.500000 Penalty: 5075.464355
	Iteration 24Q: 3 clusters Score -3180116 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3180139.500000 Penalty: 5075.464355
	Iteration 25Q: 3 clusters Score -3180140 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3180172.750000 Penalty: 5075.464355
	Iteration 26Q: 3 clusters Score -3180173 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3180190.750000 Penalty: 5075.464355
	Iteration 27Q: 3 clusters Score -3180191 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3180219.750000 Penalty: 5075.464355
	Iteration 28Q: 3 clusters Score -3180220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3180224.250000 Penalty: 5075.464355
	Iteration 29Q: 3 clusters Score -3180224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3180237.250000 Penalty: 5075.464355
	Iteration 30Q: 3 clusters Score -3180237 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3180246.250000 Penalty: 5075.464355
	Iteration 31Q: 3 clusters Score -3180246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3180240.500000 Penalty: 5075.464355
	Iteration 32Q: 3 clusters Score -3180240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3180263.000000 Penalty: 5075.464355
	Iteration 33Q: 3 clusters Score -3180263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3180267.250000 Penalty: 5075.464355
	Iteration 34Q: 3 clusters Score -3180267 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3180276.750000 Penalty: 5075.464355
	Iteration 35Q: 3 clusters Score -3180277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3180293.500000 Penalty: 5075.464355
	Iteration 36Q: 3 clusters Score -3180294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3180296.000000 Penalty: 5075.464355
	Iteration 37Q: 3 clusters Score -3180296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3180302.250000 Penalty: 5075.464355
	Iteration 38Q: 3 clusters Score -3180302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3180306.250000 Penalty: 5075.464355
	Iteration 39Q: 3 clusters Score -3180306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3180306.750000 Penalty: 5075.464355
	Iteration 40F: 3 clusters Score -3180307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3180315.500000 Penalty: 5075.464355
	Iteration 41Q: 3 clusters Score -3180316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3180314.250000 Penalty: 5075.464355
	Iteration 42Q: 3 clusters Score -3180314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3180313.250000 Penalty: 5075.464355
	Iteration 43Q: 3 clusters Score -3180313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3180319.000000 Penalty: 5075.464355
	Iteration 44Q: 3 clusters Score -3180319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3180310.750000 Penalty: 5075.464355
	Iteration 45Q: 3 clusters Score -3180311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3180314.500000 Penalty: 5075.464355
	Iteration 46Q: 3 clusters Score -3180314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3180320.500000 Penalty: 5075.464355
	Iteration 47Q: 3 clusters Score -3180320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3180316.500000 Penalty: 5075.464355
	Iteration 48Q: 3 clusters Score -3180316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3180322.500000 Penalty: 5075.464355
	Iteration 49Q: 3 clusters Score -3180322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3180323.250000 Penalty: 5075.464355
	Iteration 50Q: 3 clusters Score -3180323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3180322.750000 Penalty: 5075.464355
	Iteration 51Q: 3 clusters Score -3180323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3180320.250000 Penalty: 5075.464355
	Iteration 52Q: 3 clusters Score -3180320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3180323.750000 Penalty: 5075.464355
	Iteration 53Q: 3 clusters Score -3180324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3180331.500000 Penalty: 5075.464355
	Iteration 54Q: 3 clusters Score -3180332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3180329.500000 Penalty: 5075.464355
	Iteration 55Q: 3 clusters Score -3180330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3180331.000000 Penalty: 5075.464355
	Iteration 56Q: 3 clusters Score -3180331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3180327.250000 Penalty: 5075.464355
	Iteration 57Q: 3 clusters Score -3180327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3180328.250000 Penalty: 5075.464355
	Iteration 58Q: 3 clusters Score -3180328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3180331.000000 Penalty: 5075.464355
	Iteration 59Q: 3 clusters Score -3180331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3180333.500000 Penalty: 5075.464355
	Iteration 60F: 3 clusters Score -3180334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3180334.750000 Penalty: 5075.464355
	Iteration 61Q: 3 clusters Score -3180335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3180337.250000 Penalty: 5075.464355
	Iteration 62Q: 3 clusters Score -3180337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3180337.750000 Penalty: 5075.464355
	Iteration 63Q: 3 clusters Score -3180338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3180333.500000 Penalty: 5075.464355
	Iteration 64Q: 3 clusters Score -3180334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3180337.000000 Penalty: 5075.464355
	Iteration 65Q: 3 clusters Score -3180337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3180324.000000 Penalty: 5075.464355
	Iteration 66Q: 3 clusters Score -3180324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3180324.750000 Penalty: 5075.464355
	Iteration 67Q: 3 clusters Score -3180325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3180319.250000 Penalty: 5075.464355
	Iteration 68Q: 3 clusters Score -3180319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3180326.250000 Penalty: 5075.464355
	Iteration 69Q: 3 clusters Score -3180326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3180327.500000 Penalty: 5075.464355
	Iteration 70Q: 3 clusters Score -3180328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3180326.750000 Penalty: 5075.464355
	Iteration 71Q: 3 clusters Score -3180327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3180329.250000 Penalty: 5075.464355
	Iteration 72Q: 3 clusters Score -3180329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3180323.750000 Penalty: 5075.464355
	Iteration 73Q: 3 clusters Score -3180324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3180329.250000 Penalty: 5075.464355
	Iteration 74Q: 3 clusters Score -3180329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3180326.250000 Penalty: 5075.464355
	Iteration 75Q: 3 clusters Score -3180326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3180326.250000 Penalty: 5075.464355
	Iteration 76F: 3 clusters Score -3180326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Entering Unmasked Estep 
Score: -447438.312500 Penalty: 2094.319824
	Iteration 0F: 2 clusters Score -447438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -443102.000000 Penalty: 4188.639648
	Iteration 0F: 3 clusters Score -443102 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -444289.906250 Penalty: 4188.639648
	Iteration 1F: 3 clusters Score -444289.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -444705.281250 Penalty: 4188.639648
	Iteration 2F: 3 clusters Score -444705.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -445015.968750 Penalty: 4188.639648
	Iteration 3F: 3 clusters Score -445016 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -445235.343750 Penalty: 4188.639648
	Iteration 4F: 3 clusters Score -445235.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -445394.062500 Penalty: 4188.639648
	Iteration 5Q: 3 clusters Score -445394.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -445522.250000 Penalty: 4188.639648
	Iteration 6Q: 3 clusters Score -445522.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -445635.093750 Penalty: 4188.639648
	Iteration 7Q: 3 clusters Score -445635.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -445703.468750 Penalty: 4188.639648
	Iteration 8Q: 3 clusters Score -445703.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -445759.687500 Penalty: 4188.639648
	Iteration 9Q: 3 clusters Score -445759.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -445804.968750 Penalty: 4188.639648
	Iteration 10Q: 3 clusters Score -445805 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -445853.093750 Penalty: 4188.639648
	Iteration 11Q: 3 clusters Score -445853.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -445902.968750 Penalty: 4188.639648
	Iteration 12Q: 3 clusters Score -445903 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -445947.531250 Penalty: 4188.639648
	Iteration 13Q: 3 clusters Score -445947.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -445988.781250 Penalty: 4188.639648
	Iteration 14Q: 3 clusters Score -445988.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -446018.437500 Penalty: 4188.639648
	Iteration 15Q: 3 clusters Score -446018.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -446044.718750 Penalty: 4188.639648
	Iteration 16Q: 3 clusters Score -446044.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -446074.750000 Penalty: 4188.639648
	Iteration 17Q: 3 clusters Score -446074.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -446092.875000 Penalty: 4188.639648
	Iteration 18Q: 3 clusters Score -446092.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -446110.812500 Penalty: 4188.639648
	Iteration 19Q: 3 clusters Score -446110.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -446121.187500 Penalty: 4188.639648
	Iteration 20F: 3 clusters Score -446121.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -446132.750000 Penalty: 4188.639648
	Iteration 21Q: 3 clusters Score -446132.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -446144.718750 Penalty: 4188.639648
	Iteration 22Q: 3 clusters Score -446144.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -446157.812500 Penalty: 4188.639648
	Iteration 23Q: 3 clusters Score -446157.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -446169.031250 Penalty: 4188.639648
	Iteration 24Q: 3 clusters Score -446169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -446181.437500 Penalty: 4188.639648
	Iteration 25Q: 3 clusters Score -446181.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -446192.875000 Penalty: 4188.639648
	Iteration 26Q: 3 clusters Score -446192.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -446202.687500 Penalty: 4188.639648
	Iteration 27Q: 3 clusters Score -446202.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -446208.250000 Penalty: 4188.639648
	Iteration 28Q: 3 clusters Score -446208.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -446212.468750 Penalty: 4188.639648
	Iteration 29Q: 3 clusters Score -446212.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -446217.437500 Penalty: 4188.639648
	Iteration 30Q: 3 clusters Score -446217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -446221.875000 Penalty: 4188.639648
	Iteration 31Q: 3 clusters Score -446221.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -446226.343750 Penalty: 4188.639648
	Iteration 32Q: 3 clusters Score -446226.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -446228.906250 Penalty: 4188.639648
	Iteration 33Q: 3 clusters Score -446228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -446231.218750 Penalty: 4188.639648
	Iteration 34Q: 3 clusters Score -446231.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -446236.687500 Penalty: 4188.639648
	Iteration 35Q: 3 clusters Score -446236.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -446243.468750 Penalty: 4188.639648
	Iteration 36Q: 3 clusters Score -446243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -446245.875000 Penalty: 4188.639648
	Iteration 37Q: 3 clusters Score -446245.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -446252.718750 Penalty: 4188.639648
	Iteration 38Q: 3 clusters Score -446252.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -446257.125000 Penalty: 4188.639648
	Iteration 39Q: 3 clusters Score -446257.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -446260.125000 Penalty: 4188.639648
	Iteration 40F: 3 clusters Score -446260.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -446261.625000 Penalty: 4188.639648
	Iteration 41Q: 3 clusters Score -446261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -446261.437500 Penalty: 4188.639648
	Iteration 42Q: 3 clusters Score -446261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -446262.593750 Penalty: 4188.639648
	Iteration 43Q: 3 clusters Score -446262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -446263.437500 Penalty: 4188.639648
	Iteration 44Q: 3 clusters Score -446263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -446265.406250 Penalty: 4188.639648
	Iteration 45Q: 3 clusters Score -446265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -446266.187500 Penalty: 4188.639648
	Iteration 46Q: 3 clusters Score -446266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -446267.718750 Penalty: 4188.639648
	Iteration 47Q: 3 clusters Score -446267.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -446271.031250 Penalty: 4188.639648
	Iteration 48Q: 3 clusters Score -446271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -446274.750000 Penalty: 4188.639648
	Iteration 49Q: 3 clusters Score -446274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -446276.218750 Penalty: 4188.639648
	Iteration 50Q: 3 clusters Score -446276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -446277.437500 Penalty: 4188.639648
	Iteration 51Q: 3 clusters Score -446277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -446279.156250 Penalty: 4188.639648
	Iteration 52Q: 3 clusters Score -446279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -446280.281250 Penalty: 4188.639648
	Iteration 53Q: 3 clusters Score -446280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -446283.062500 Penalty: 4188.639648
	Iteration 54Q: 3 clusters Score -446283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -446285.656250 Penalty: 4188.639648
	Iteration 55Q: 3 clusters Score -446285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -446286.812500 Penalty: 4188.639648
	Iteration 56Q: 3 clusters Score -446286.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -446289.031250 Penalty: 4188.639648
	Iteration 57Q: 3 clusters Score -446289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -446291.812500 Penalty: 4188.639648
	Iteration 58Q: 3 clusters Score -446291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -446296.968750 Penalty: 4188.639648
	Iteration 59Q: 3 clusters Score -446297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -446301.625000 Penalty: 4188.639648
	Iteration 60F: 3 clusters Score -446301.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -446307.812500 Penalty: 4188.639648
	Iteration 61Q: 3 clusters Score -446307.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -446314.468750 Penalty: 4188.639648
	Iteration 62Q: 3 clusters Score -446314.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -446323.562500 Penalty: 4188.639648
	Iteration 63Q: 3 clusters Score -446323.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -446332.531250 Penalty: 4188.639648
	Iteration 64Q: 3 clusters Score -446332.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -446339.468750 Penalty: 4188.639648
	Iteration 65Q: 3 clusters Score -446339.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -446344.468750 Penalty: 4188.639648
	Iteration 66Q: 3 clusters Score -446344.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -446347.875000 Penalty: 4188.639648
	Iteration 67Q: 3 clusters Score -446347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -446351.875000 Penalty: 4188.639648
	Iteration 68Q: 3 clusters Score -446351.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -446358.875000 Penalty: 4188.639648
	Iteration 69Q: 3 clusters Score -446358.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -446369.125000 Penalty: 4188.639648
	Iteration 70Q: 3 clusters Score -446369.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -446377.750000 Penalty: 4188.639648
	Iteration 71Q: 3 clusters Score -446377.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -446383.750000 Penalty: 4188.639648
	Iteration 72Q: 3 clusters Score -446383.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -446392.312500 Penalty: 4188.639648
	Iteration 73Q: 3 clusters Score -446392.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -446395.843750 Penalty: 4188.639648
	Iteration 74Q: 3 clusters Score -446395.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -446402.875000 Penalty: 4188.639648
	Iteration 75Q: 3 clusters Score -446402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -446406.156250 Penalty: 4188.639648
	Iteration 76Q: 3 clusters Score -446406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -446410.062500 Penalty: 4188.639648
	Iteration 77Q: 3 clusters Score -446410.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -446413.750000 Penalty: 4188.639648
	Iteration 78Q: 3 clusters Score -446413.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -446422.843750 Penalty: 4188.639648
	Iteration 79Q: 3 clusters Score -446422.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -446433.687500 Penalty: 4188.639648
	Iteration 80F: 3 clusters Score -446433.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -446439.937500 Penalty: 4188.639648
	Iteration 81Q: 3 clusters Score -446439.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -446443.812500 Penalty: 4188.639648
	Iteration 82Q: 3 clusters Score -446443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -446447.156250 Penalty: 4188.639648
	Iteration 83Q: 3 clusters Score -446447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -446450.406250 Penalty: 4188.639648
	Iteration 84Q: 3 clusters Score -446450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -446452.968750 Penalty: 4188.639648
	Iteration 85Q: 3 clusters Score -446453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -446456.031250 Penalty: 4188.639648
	Iteration 86Q: 3 clusters Score -446456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -446458.906250 Penalty: 4188.639648
	Iteration 87Q: 3 clusters Score -446458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -446463.468750 Penalty: 4188.639648
	Iteration 88Q: 3 clusters Score -446463.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -446466.500000 Penalty: 4188.639648
	Iteration 89Q: 3 clusters Score -446466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -446468.031250 Penalty: 4188.639648
	Iteration 90Q: 3 clusters Score -446468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -446471.000000 Penalty: 4188.639648
	Iteration 91Q: 3 clusters Score -446471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -446472.687500 Penalty: 4188.639648
	Iteration 92Q: 3 clusters Score -446472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -446472.531250 Penalty: 4188.639648
	Iteration 93Q: 3 clusters Score -446472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -446473.218750 Penalty: 4188.639648
	Iteration 94Q: 3 clusters Score -446473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -446473.218750 Penalty: 4188.639648
	Iteration 95F: 3 clusters Score -446473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -526111.062500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -526111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -521603.375000 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -521603.4 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -522718.375000 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -522718.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -522953.250000 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -522953.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -523132.218750 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -523132.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -523280.687500 Penalty: 4217.232910
	Iteration 4Q: 3 clusters Score -523280.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -523418.968750 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -523419 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -523550.562500 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -523550.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -523683.718750 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -523683.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -523822.656250 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -523822.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -523974.531250 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -523974.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -524131.468750 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -524131.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -524289.125000 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -524289.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -524454.000000 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -524454 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -524609.875000 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -524609.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -524726.312500 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -524726.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -524801.187500 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -524801.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -524861.937500 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -524861.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -524915.000000 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -524915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -524974.187500 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -524974.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -525047.687500 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -525047.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -525101.125000 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -525101.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -525122.812500 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -525122.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -525130.687500 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -525130.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -525132.937500 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -525132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -525136.062500 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -525136.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -525138.500000 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -525138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -525139.562500 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -525139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -525138.437500 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -525138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -525138.750000 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -525138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -525139.500000 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -525139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -525140.687500 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -525140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -525141.500000 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -525141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -525142.062500 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -525142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -525143.000000 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -525143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -525143.125000 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -525143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -525143.687500 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -525143.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -525143.687500 Penalty: 4217.232910
	Iteration 36F: 3 clusters Score -525143.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -23188.998047 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23189 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 117 members 
Entering Unmasked Estep 
Score: -22019.574219 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22019.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22130.052734 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22130.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22147.855469 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22147.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22160.802734 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -22160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22168.419922 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -22168.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22168.419922 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -22168.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -19223.605469 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -19223.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18053.353516 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -18053.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18226.123047 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -18226.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18299.564453 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -18299.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18413.664062 Penalty: 2754.267822
	Iteration 3F: 3 clusters Score -18413.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18447.378906 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -18447.38 nChanged 2
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: -18456.927734 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -18456.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18467.679688 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -18467.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18472.337891 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -18472.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18472.337891 Penalty: 2754.267822
	Iteration 8F: 3 clusters Score -18472.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -350238.656250 Penalty: 2001.894409
	Iteration 0F: 2 clusters Score -350238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -346877.062500 Penalty: 4003.788818
	Iteration 0F: 3 clusters Score -346877.1 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347599.812500 Penalty: 4003.788818
	Iteration 1F: 3 clusters Score -347599.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -347769.968750 Penalty: 4003.788818
	Iteration 2F: 3 clusters Score -347770 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -347900.343750 Penalty: 4003.788818
	Iteration 3Q: 3 clusters Score -347900.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -347989.562500 Penalty: 4003.788818
	Iteration 4Q: 3 clusters Score -347989.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -348057.375000 Penalty: 4003.788818
	Iteration 5Q: 3 clusters Score -348057.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -348104.687500 Penalty: 4003.788818
	Iteration 6Q: 3 clusters Score -348104.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -348140.875000 Penalty: 4003.788818
	Iteration 7Q: 3 clusters Score -348140.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -348173.562500 Penalty: 4003.788818
	Iteration 8Q: 3 clusters Score -348173.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -348204.812500 Penalty: 4003.788818
	Iteration 9Q: 3 clusters Score -348204.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -348240.000000 Penalty: 4003.788818
	Iteration 10Q: 3 clusters Score -348240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -348270.562500 Penalty: 4003.788818
	Iteration 11Q: 3 clusters Score -348270.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -348301.093750 Penalty: 4003.788818
	Iteration 12Q: 3 clusters Score -348301.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -348335.625000 Penalty: 4003.788818
	Iteration 13Q: 3 clusters Score -348335.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -348387.531250 Penalty: 4003.788818
	Iteration 14Q: 3 clusters Score -348387.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -348441.562500 Penalty: 4003.788818
	Iteration 15Q: 3 clusters Score -348441.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -348499.031250 Penalty: 4003.788818
	Iteration 16Q: 3 clusters Score -348499 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -348563.468750 Penalty: 4003.788818
	Iteration 17Q: 3 clusters Score -348563.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -348621.937500 Penalty: 4003.788818
	Iteration 18Q: 3 clusters Score -348621.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -348699.968750 Penalty: 4003.788818
	Iteration 19Q: 3 clusters Score -348700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -348754.687500 Penalty: 4003.788818
	Iteration 20F: 3 clusters Score -348754.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -348803.843750 Penalty: 4003.788818
	Iteration 21Q: 3 clusters Score -348803.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -348836.687500 Penalty: 4003.788818
	Iteration 22Q: 3 clusters Score -348836.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -348874.375000 Penalty: 4003.788818
	Iteration 23Q: 3 clusters Score -348874.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -348913.531250 Penalty: 4003.788818
	Iteration 24Q: 3 clusters Score -348913.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -348934.843750 Penalty: 4003.788818
	Iteration 25Q: 3 clusters Score -348934.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -348962.000000 Penalty: 4003.788818
	Iteration 26Q: 3 clusters Score -348962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -348987.625000 Penalty: 4003.788818
	Iteration 27Q: 3 clusters Score -348987.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -349007.687500 Penalty: 4003.788818
	Iteration 28Q: 3 clusters Score -349007.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -349018.375000 Penalty: 4003.788818
	Iteration 29Q: 3 clusters Score -349018.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -349029.125000 Penalty: 4003.788818
	Iteration 30Q: 3 clusters Score -349029.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -349037.625000 Penalty: 4003.788818
	Iteration 31Q: 3 clusters Score -349037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -349045.468750 Penalty: 4003.788818
	Iteration 32Q: 3 clusters Score -349045.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -349054.531250 Penalty: 4003.788818
	Iteration 33Q: 3 clusters Score -349054.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -349068.968750 Penalty: 4003.788818
	Iteration 34Q: 3 clusters Score -349069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -349088.968750 Penalty: 4003.788818
	Iteration 35Q: 3 clusters Score -349089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -349103.562500 Penalty: 4003.788818
	Iteration 36Q: 3 clusters Score -349103.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -349114.281250 Penalty: 4003.788818
	Iteration 37Q: 3 clusters Score -349114.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -349121.000000 Penalty: 4003.788818
	Iteration 38Q: 3 clusters Score -349121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -349125.281250 Penalty: 4003.788818
	Iteration 39Q: 3 clusters Score -349125.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -349128.156250 Penalty: 4003.788818
	Iteration 40F: 3 clusters Score -349128.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -349132.125000 Penalty: 4003.788818
	Iteration 41Q: 3 clusters Score -349132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -349136.093750 Penalty: 4003.788818
	Iteration 42Q: 3 clusters Score -349136.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -349140.562500 Penalty: 4003.788818
	Iteration 43Q: 3 clusters Score -349140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -349143.000000 Penalty: 4003.788818
	Iteration 44Q: 3 clusters Score -349143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -349148.062500 Penalty: 4003.788818
	Iteration 45Q: 3 clusters Score -349148.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -349153.593750 Penalty: 4003.788818
	Iteration 46Q: 3 clusters Score -349153.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -349159.906250 Penalty: 4003.788818
	Iteration 47Q: 3 clusters Score -349159.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -349165.093750 Penalty: 4003.788818
	Iteration 48Q: 3 clusters Score -349165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -349167.593750 Penalty: 4003.788818
	Iteration 49Q: 3 clusters Score -349167.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -349171.125000 Penalty: 4003.788818
	Iteration 50Q: 3 clusters Score -349171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -349176.968750 Penalty: 4003.788818
	Iteration 51Q: 3 clusters Score -349177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -349186.906250 Penalty: 4003.788818
	Iteration 52Q: 3 clusters Score -349186.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -349201.312500 Penalty: 4003.788818
	Iteration 53Q: 3 clusters Score -349201.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -349226.375000 Penalty: 4003.788818
	Iteration 54Q: 3 clusters Score -349226.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -349257.500000 Penalty: 4003.788818
	Iteration 55Q: 3 clusters Score -349257.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -349289.187500 Penalty: 4003.788818
	Iteration 56Q: 3 clusters Score -349289.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -349318.000000 Penalty: 4003.788818
	Iteration 57Q: 3 clusters Score -349318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -349352.968750 Penalty: 4003.788818
	Iteration 58Q: 3 clusters Score -349353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -349394.312500 Penalty: 4003.788818
	Iteration 59Q: 3 clusters Score -349394.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -349432.531250 Penalty: 4003.788818
	Iteration 60F: 3 clusters Score -349432.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -349448.750000 Penalty: 4003.788818
	Iteration 61Q: 3 clusters Score -349448.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -349463.406250 Penalty: 4003.788818
	Iteration 62Q: 3 clusters Score -349463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -349468.437500 Penalty: 4003.788818
	Iteration 63Q: 3 clusters Score -349468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -349470.625000 Penalty: 4003.788818
	Iteration 64Q: 3 clusters Score -349470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -349471.281250 Penalty: 4003.788818
	Iteration 65Q: 3 clusters Score -349471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -349472.312500 Penalty: 4003.788818
	Iteration 66Q: 3 clusters Score -349472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -349473.500000 Penalty: 4003.788818
	Iteration 67Q: 3 clusters Score -349473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -349473.312500 Penalty: 4003.788818
	Iteration 68Q: 3 clusters Score -349473.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -349473.531250 Penalty: 4003.788818
	Iteration 69Q: 3 clusters Score -349473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -349474.812500 Penalty: 4003.788818
	Iteration 70Q: 3 clusters Score -349474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -349474.406250 Penalty: 4003.788818
	Iteration 71Q: 3 clusters Score -349474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -349475.093750 Penalty: 4003.788818
	Iteration 72Q: 3 clusters Score -349475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -349475.093750 Penalty: 4003.788818
	Iteration 73F: 3 clusters Score -349475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Entering Unmasked Estep 
Score: -886656.500000 Penalty: 2228.700684
	Iteration 0F: 2 clusters Score -886656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -880275.812500 Penalty: 4457.401367
	Iteration 0F: 3 clusters Score -880275.8 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -882197.000000 Penalty: 4457.401367
	Iteration 1F: 3 clusters Score -882197 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -882707.687500 Penalty: 4457.401367
	Iteration 2F: 3 clusters Score -882707.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -883194.437500 Penalty: 4457.401367
	Iteration 3F: 3 clusters Score -883194.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -883626.062500 Penalty: 4457.401367
	Iteration 4F: 3 clusters Score -883626.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -883989.812500 Penalty: 4457.401367
	Iteration 5F: 3 clusters Score -883989.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -884271.312500 Penalty: 4457.401367
	Iteration 6F: 3 clusters Score -884271.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -884478.500000 Penalty: 4457.401367
	Iteration 7Q: 3 clusters Score -884478.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -884609.625000 Penalty: 4457.401367
	Iteration 8Q: 3 clusters Score -884609.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -884708.562500 Penalty: 4457.401367
	Iteration 9Q: 3 clusters Score -884708.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -884788.312500 Penalty: 4457.401367
	Iteration 10Q: 3 clusters Score -884788.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -884892.312500 Penalty: 4457.401367
	Iteration 11Q: 3 clusters Score -884892.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -885009.687500 Penalty: 4457.401367
	Iteration 12Q: 3 clusters Score -885009.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -885129.000000 Penalty: 4457.401367
	Iteration 13Q: 3 clusters Score -885129 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -885254.812500 Penalty: 4457.401367
	Iteration 14Q: 3 clusters Score -885254.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -885411.312500 Penalty: 4457.401367
	Iteration 15Q: 3 clusters Score -885411.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -885595.562500 Penalty: 4457.401367
	Iteration 16Q: 3 clusters Score -885595.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -885746.437500 Penalty: 4457.401367
	Iteration 17Q: 3 clusters Score -885746.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -885846.125000 Penalty: 4457.401367
	Iteration 18Q: 3 clusters Score -885846.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -885905.875000 Penalty: 4457.401367
	Iteration 19Q: 3 clusters Score -885905.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -885948.437500 Penalty: 4457.401367
	Iteration 20F: 3 clusters Score -885948.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -885975.937500 Penalty: 4457.401367
	Iteration 21Q: 3 clusters Score -885975.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -885996.750000 Penalty: 4457.401367
	Iteration 22Q: 3 clusters Score -885996.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -886019.000000 Penalty: 4457.401367
	Iteration 23Q: 3 clusters Score -886019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -886028.812500 Penalty: 4457.401367
	Iteration 24Q: 3 clusters Score -886028.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -886044.500000 Penalty: 4457.401367
	Iteration 25Q: 3 clusters Score -886044.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -886056.687500 Penalty: 4457.401367
	Iteration 26Q: 3 clusters Score -886056.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -886063.562500 Penalty: 4457.401367
	Iteration 27Q: 3 clusters Score -886063.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -886069.062500 Penalty: 4457.401367
	Iteration 28Q: 3 clusters Score -886069.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -886071.125000 Penalty: 4457.401367
	Iteration 29Q: 3 clusters Score -886071.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -886075.687500 Penalty: 4457.401367
	Iteration 30Q: 3 clusters Score -886075.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -886077.687500 Penalty: 4457.401367
	Iteration 31Q: 3 clusters Score -886077.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -886080.437500 Penalty: 4457.401367
	Iteration 32Q: 3 clusters Score -886080.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -886085.000000 Penalty: 4457.401367
	Iteration 33Q: 3 clusters Score -886085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -886087.312500 Penalty: 4457.401367
	Iteration 34Q: 3 clusters Score -886087.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -886094.312500 Penalty: 4457.401367
	Iteration 35Q: 3 clusters Score -886094.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -886103.062500 Penalty: 4457.401367
	Iteration 36Q: 3 clusters Score -886103.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -886113.187500 Penalty: 4457.401367
	Iteration 37Q: 3 clusters Score -886113.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -886120.687500 Penalty: 4457.401367
	Iteration 38Q: 3 clusters Score -886120.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -886129.062500 Penalty: 4457.401367
	Iteration 39Q: 3 clusters Score -886129.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -886135.375000 Penalty: 4457.401367
	Iteration 40F: 3 clusters Score -886135.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -886140.000000 Penalty: 4457.401367
	Iteration 41Q: 3 clusters Score -886140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -886146.750000 Penalty: 4457.401367
	Iteration 42Q: 3 clusters Score -886146.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -886151.125000 Penalty: 4457.401367
	Iteration 43Q: 3 clusters Score -886151.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -886154.187500 Penalty: 4457.401367
	Iteration 44Q: 3 clusters Score -886154.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -886157.062500 Penalty: 4457.401367
	Iteration 45Q: 3 clusters Score -886157.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -886160.812500 Penalty: 4457.401367
	Iteration 46Q: 3 clusters Score -886160.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -886164.187500 Penalty: 4457.401367
	Iteration 47Q: 3 clusters Score -886164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -886169.250000 Penalty: 4457.401367
	Iteration 48Q: 3 clusters Score -886169.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -886171.062500 Penalty: 4457.401367
	Iteration 49Q: 3 clusters Score -886171.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -886178.187500 Penalty: 4457.401367
	Iteration 50Q: 3 clusters Score -886178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -886182.312500 Penalty: 4457.401367
	Iteration 51Q: 3 clusters Score -886182.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -886188.562500 Penalty: 4457.401367
	Iteration 52Q: 3 clusters Score -886188.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -886197.125000 Penalty: 4457.401367
	Iteration 53Q: 3 clusters Score -886197.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -886210.812500 Penalty: 4457.401367
	Iteration 54Q: 3 clusters Score -886210.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -886216.375000 Penalty: 4457.401367
	Iteration 55Q: 3 clusters Score -886216.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -886223.125000 Penalty: 4457.401367
	Iteration 56Q: 3 clusters Score -886223.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -886228.875000 Penalty: 4457.401367
	Iteration 57Q: 3 clusters Score -886228.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -886234.062500 Penalty: 4457.401367
	Iteration 58Q: 3 clusters Score -886234.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -886243.312500 Penalty: 4457.401367
	Iteration 59Q: 3 clusters Score -886243.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -886254.937500 Penalty: 4457.401367
	Iteration 60F: 3 clusters Score -886254.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -886277.812500 Penalty: 4457.401367
	Iteration 61Q: 3 clusters Score -886277.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -886306.000000 Penalty: 4457.401367
	Iteration 62Q: 3 clusters Score -886306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -886347.250000 Penalty: 4457.401367
	Iteration 63Q: 3 clusters Score -886347.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -886415.500000 Penalty: 4457.401367
	Iteration 64Q: 3 clusters Score -886415.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -886524.437500 Penalty: 4457.401367
	Iteration 65Q: 3 clusters Score -886524.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -886621.125000 Penalty: 4457.401367
	Iteration 66Q: 3 clusters Score -886621.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -886697.312500 Penalty: 4457.401367
	Iteration 67Q: 3 clusters Score -886697.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -886726.375000 Penalty: 4457.401367
	Iteration 68Q: 3 clusters Score -886726.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -886739.375000 Penalty: 4457.401367
	Iteration 69Q: 3 clusters Score -886739.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -886742.375000 Penalty: 4457.401367
	Iteration 70Q: 3 clusters Score -886742.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -886745.750000 Penalty: 4457.401367
	Iteration 71Q: 3 clusters Score -886745.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -886750.187500 Penalty: 4457.401367
	Iteration 72Q: 3 clusters Score -886750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -886751.812500 Penalty: 4457.401367
	Iteration 73Q: 3 clusters Score -886751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -886753.500000 Penalty: 4457.401367
	Iteration 74Q: 3 clusters Score -886753.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -886753.500000 Penalty: 4457.401367
	Iteration 75F: 3 clusters Score -886753.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 53093 members 
Mstep: Class 4 contains 213919 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108281 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13806 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25021 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5251 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6778 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4748 members 
Mstep: Class 46 contains 35536 members 
Mstep: Class 47 contains 27800 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 1983 members 
Mstep: Class 54 contains 10677 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16185 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3903 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25355 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Mstep: Class 72 contains 6013 members 
Entering Unmasked Estep 
Score: -139311872.000000 Penalty: 251259.593750
Splitting cluster 53 changes total score from -139313120.000000 to -139311872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (10677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Entering Unmasked Estep 
Score: -1163452.375000 Penalty: 2300.410156
	Iteration 0F: 2 clusters Score -1163452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1155396.750000 Penalty: 4600.820312
	Iteration 0F: 3 clusters Score -1155397 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1157926.500000 Penalty: 4600.820312
	Iteration 1F: 3 clusters Score -1157926 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1158422.750000 Penalty: 4600.820312
	Iteration 2F: 3 clusters Score -1158423 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1158881.125000 Penalty: 4600.820312
	Iteration 3F: 3 clusters Score -1158881 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1159348.250000 Penalty: 4600.820312
	Iteration 4F: 3 clusters Score -1159348 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1159813.500000 Penalty: 4600.820312
	Iteration 5F: 3 clusters Score -1159814 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1160249.500000 Penalty: 4600.820312
	Iteration 6F: 3 clusters Score -1160250 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1160668.625000 Penalty: 4600.820312
	Iteration 7F: 3 clusters Score -1160669 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1161045.750000 Penalty: 4600.820312
	Iteration 8Q: 3 clusters Score -1161046 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1161327.500000 Penalty: 4600.820312
	Iteration 9Q: 3 clusters Score -1161328 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1161511.250000 Penalty: 4600.820312
	Iteration 10Q: 3 clusters Score -1161511 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1161614.875000 Penalty: 4600.820312
	Iteration 11Q: 3 clusters Score -1161615 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1161685.500000 Penalty: 4600.820312
	Iteration 12Q: 3 clusters Score -1161686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1161744.000000 Penalty: 4600.820312
	Iteration 13Q: 3 clusters Score -1161744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1161797.250000 Penalty: 4600.820312
	Iteration 14Q: 3 clusters Score -1161797 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1161843.125000 Penalty: 4600.820312
	Iteration 15Q: 3 clusters Score -1161843 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1161902.375000 Penalty: 4600.820312
	Iteration 16Q: 3 clusters Score -1161902 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1161987.250000 Penalty: 4600.820312
	Iteration 17Q: 3 clusters Score -1161987 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1162097.250000 Penalty: 4600.820312
	Iteration 18Q: 3 clusters Score -1162097 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1162220.750000 Penalty: 4600.820312
	Iteration 19Q: 3 clusters Score -1162221 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1162355.750000 Penalty: 4600.820312
	Iteration 20F: 3 clusters Score -1162356 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1162512.375000 Penalty: 4600.820312
	Iteration 21Q: 3 clusters Score -1162512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1162653.375000 Penalty: 4600.820312
	Iteration 22Q: 3 clusters Score -1162653 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1162752.375000 Penalty: 4600.820312
	Iteration 23Q: 3 clusters Score -1162752 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1162807.125000 Penalty: 4600.820312
	Iteration 24Q: 3 clusters Score -1162807 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1162844.125000 Penalty: 4600.820312
	Iteration 25Q: 3 clusters Score -1162844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1162875.375000 Penalty: 4600.820312
	Iteration 26Q: 3 clusters Score -1162875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1162906.125000 Penalty: 4600.820312
	Iteration 27Q: 3 clusters Score -1162906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1162925.750000 Penalty: 4600.820312
	Iteration 28Q: 3 clusters Score -1162926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1162940.875000 Penalty: 4600.820312
	Iteration 29Q: 3 clusters Score -1162941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1162963.500000 Penalty: 4600.820312
	Iteration 30Q: 3 clusters Score -1162964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1162975.000000 Penalty: 4600.820312
	Iteration 31Q: 3 clusters Score -1162975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1162985.250000 Penalty: 4600.820312
	Iteration 32Q: 3 clusters Score -1162985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1162999.000000 Penalty: 4600.820312
	Iteration 33Q: 3 clusters Score -1162999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1163009.625000 Penalty: 4600.820312
	Iteration 34Q: 3 clusters Score -1163010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1163017.625000 Penalty: 4600.820312
	Iteration 35Q: 3 clusters Score -1163018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1163018.500000 Penalty: 4600.820312
	Iteration 36Q: 3 clusters Score -1163018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1163023.000000 Penalty: 4600.820312
	Iteration 37Q: 3 clusters Score -1163023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1163021.000000 Penalty: 4600.820312
	Iteration 38Q: 3 clusters Score -1163021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1163023.750000 Penalty: 4600.820312
	Iteration 39Q: 3 clusters Score -1163024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1163030.625000 Penalty: 4600.820312
	Iteration 40F: 3 clusters Score -1163031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1163036.250000 Penalty: 4600.820312
	Iteration 41Q: 3 clusters Score -1163036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1163034.500000 Penalty: 4600.820312
	Iteration 42Q: 3 clusters Score -1163034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1163037.250000 Penalty: 4600.820312
	Iteration 43Q: 3 clusters Score -1163037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1163041.500000 Penalty: 4600.820312
	Iteration 44Q: 3 clusters Score -1163042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1163044.625000 Penalty: 4600.820312
	Iteration 45Q: 3 clusters Score -1163045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1163051.125000 Penalty: 4600.820312
	Iteration 46Q: 3 clusters Score -1163051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1163055.750000 Penalty: 4600.820312
	Iteration 47Q: 3 clusters Score -1163056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1163056.625000 Penalty: 4600.820312
	Iteration 48Q: 3 clusters Score -1163057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1163058.000000 Penalty: 4600.820312
	Iteration 49Q: 3 clusters Score -1163058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1163056.750000 Penalty: 4600.820312
	Iteration 50Q: 3 clusters Score -1163057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1163057.250000 Penalty: 4600.820312
	Iteration 51Q: 3 clusters Score -1163057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1163057.250000 Penalty: 4600.820312
	Iteration 52F: 3 clusters Score -1163057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -142214.718750 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -142214.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -139783.093750 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -139783.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -140400.171875 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -140400.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -140618.625000 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -140618.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -140723.093750 Penalty: 3693.795410
	Iteration 3F: 3 clusters Score -140723.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140808.953125 Penalty: 3693.795410
	Iteration 4Q: 3 clusters Score -140809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -140870.281250 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -140870.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140938.421875 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -140938.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -140988.734375 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -140988.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -141030.796875 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -141030.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -141052.093750 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -141052.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141065.453125 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -141065.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -141074.328125 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -141074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -141077.640625 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -141077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -141078.484375 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -141078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -141081.718750 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -141081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -141082.984375 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -141083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -141082.984375 Penalty: 3693.795410
	Iteration 16F: 3 clusters Score -141083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (16185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Entering Unmasked Estep 
Score: -1838493.750000 Penalty: 2403.576416
	Iteration 0F: 2 clusters Score -1838494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1826878.625000 Penalty: 4807.152832
	Iteration 0F: 3 clusters Score -1826879 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1830558.750000 Penalty: 4807.152832
	Iteration 1F: 3 clusters Score -1830559 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1830925.875000 Penalty: 4807.152832
	Iteration 2F: 3 clusters Score -1830926 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1831203.500000 Penalty: 4807.152832
	Iteration 3Q: 3 clusters Score -1831204 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1831439.250000 Penalty: 4807.152832
	Iteration 4Q: 3 clusters Score -1831439 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1831669.250000 Penalty: 4807.152832
	Iteration 5Q: 3 clusters Score -1831669 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1831889.125000 Penalty: 4807.152832
	Iteration 6Q: 3 clusters Score -1831889 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1832093.875000 Penalty: 4807.152832
	Iteration 7Q: 3 clusters Score -1832094 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1832343.375000 Penalty: 4807.152832
	Iteration 8Q: 3 clusters Score -1832343 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1832615.500000 Penalty: 4807.152832
	Iteration 9Q: 3 clusters Score -1832616 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1832921.875000 Penalty: 4807.152832
	Iteration 10Q: 3 clusters Score -1832922 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1833285.125000 Penalty: 4807.152832
	Iteration 11Q: 3 clusters Score -1833285 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1833643.875000 Penalty: 4807.152832
	Iteration 12Q: 3 clusters Score -1833644 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1834020.750000 Penalty: 4807.152832
	Iteration 13Q: 3 clusters Score -1834021 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1834331.750000 Penalty: 4807.152832
	Iteration 14Q: 3 clusters Score -1834332 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1834645.250000 Penalty: 4807.152832
	Iteration 15Q: 3 clusters Score -1834645 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1834912.125000 Penalty: 4807.152832
	Iteration 16Q: 3 clusters Score -1834912 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1835146.125000 Penalty: 4807.152832
	Iteration 17Q: 3 clusters Score -1835146 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1835353.750000 Penalty: 4807.152832
	Iteration 18Q: 3 clusters Score -1835354 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1835549.375000 Penalty: 4807.152832
	Iteration 19Q: 3 clusters Score -1835549 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1835713.875000 Penalty: 4807.152832
	Iteration 20F: 3 clusters Score -1835714 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1835861.750000 Penalty: 4807.152832
	Iteration 21Q: 3 clusters Score -1835862 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1836007.125000 Penalty: 4807.152832
	Iteration 22Q: 3 clusters Score -1836007 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1836167.000000 Penalty: 4807.152832
	Iteration 23Q: 3 clusters Score -1836167 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1836292.750000 Penalty: 4807.152832
	Iteration 24Q: 3 clusters Score -1836293 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1836407.000000 Penalty: 4807.152832
	Iteration 25Q: 3 clusters Score -1836407 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1836499.625000 Penalty: 4807.152832
	Iteration 26Q: 3 clusters Score -1836500 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1836587.000000 Penalty: 4807.152832
	Iteration 27Q: 3 clusters Score -1836587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1836651.125000 Penalty: 4807.152832
	Iteration 28Q: 3 clusters Score -1836651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1836696.625000 Penalty: 4807.152832
	Iteration 29Q: 3 clusters Score -1836697 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1836729.875000 Penalty: 4807.152832
	Iteration 30Q: 3 clusters Score -1836730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1836769.250000 Penalty: 4807.152832
	Iteration 31Q: 3 clusters Score -1836769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1836792.750000 Penalty: 4807.152832
	Iteration 32Q: 3 clusters Score -1836793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1836807.375000 Penalty: 4807.152832
	Iteration 33Q: 3 clusters Score -1836807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1836816.000000 Penalty: 4807.152832
	Iteration 34Q: 3 clusters Score -1836816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1836821.125000 Penalty: 4807.152832
	Iteration 35Q: 3 clusters Score -1836821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1836828.750000 Penalty: 4807.152832
	Iteration 36Q: 3 clusters Score -1836829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1836830.875000 Penalty: 4807.152832
	Iteration 37Q: 3 clusters Score -1836831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1836830.750000 Penalty: 4807.152832
	Iteration 38Q: 3 clusters Score -1836831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1836833.000000 Penalty: 4807.152832
	Iteration 39Q: 3 clusters Score -1836833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1836834.875000 Penalty: 4807.152832
	Iteration 40F: 3 clusters Score -1836835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1836838.250000 Penalty: 4807.152832
	Iteration 41Q: 3 clusters Score -1836838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1836839.500000 Penalty: 4807.152832
	Iteration 42Q: 3 clusters Score -1836840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1836839.125000 Penalty: 4807.152832
	Iteration 43Q: 3 clusters Score -1836839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1836841.500000 Penalty: 4807.152832
	Iteration 44Q: 3 clusters Score -1836842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1836841.125000 Penalty: 4807.152832
	Iteration 45Q: 3 clusters Score -1836841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1836841.125000 Penalty: 4807.152832
	Iteration 46F: 3 clusters Score -1836841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -90964.335938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -90964.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89120.562500 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -89120.56 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -89462.109375 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -89462.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89564.953125 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -89564.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89597.515625 Penalty: 3367.330078
	Iteration 3Q: 3 clusters Score -89597.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89633.382812 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -89633.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89655.539062 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -89655.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -89670.179688 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -89670.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89686.273438 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -89686.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89696.601562 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -89696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89698.710938 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -89698.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89705.781250 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -89705.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -89716.359375 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -89716.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89727.296875 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -89727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89736.484375 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -89736.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -89743.382812 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -89743.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -89751.867188 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -89751.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -89759.437500 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -89759.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -89767.539062 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -89767.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -89768.859375 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -89768.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89769.242188 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -89769.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89769.242188 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -89769.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Entering Unmasked Estep 
Score: -926010.437500 Penalty: 2234.342773
	Iteration 0F: 2 clusters Score -926010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -919515.687500 Penalty: 4468.685547
	Iteration 0F: 3 clusters Score -919515.7 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -921277.187500 Penalty: 4468.685547
	Iteration 1F: 3 clusters Score -921277.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -921572.812500 Penalty: 4468.685547
	Iteration 2F: 3 clusters Score -921572.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -921777.125000 Penalty: 4468.685547
	Iteration 3F: 3 clusters Score -921777.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -921934.750000 Penalty: 4468.685547
	Iteration 4Q: 3 clusters Score -921934.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -922082.312500 Penalty: 4468.685547
	Iteration 5Q: 3 clusters Score -922082.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -922276.125000 Penalty: 4468.685547
	Iteration 6Q: 3 clusters Score -922276.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -922503.000000 Penalty: 4468.685547
	Iteration 7Q: 3 clusters Score -922503 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -922784.687500 Penalty: 4468.685547
	Iteration 8Q: 3 clusters Score -922784.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -923069.312500 Penalty: 4468.685547
	Iteration 9Q: 3 clusters Score -923069.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -923282.500000 Penalty: 4468.685547
	Iteration 10Q: 3 clusters Score -923282.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -923450.062500 Penalty: 4468.685547
	Iteration 11Q: 3 clusters Score -923450.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -923583.250000 Penalty: 4468.685547
	Iteration 12Q: 3 clusters Score -923583.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -923677.375000 Penalty: 4468.685547
	Iteration 13Q: 3 clusters Score -923677.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -923739.625000 Penalty: 4468.685547
	Iteration 14Q: 3 clusters Score -923739.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -923796.500000 Penalty: 4468.685547
	Iteration 15Q: 3 clusters Score -923796.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -923845.562500 Penalty: 4468.685547
	Iteration 16Q: 3 clusters Score -923845.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -923884.562500 Penalty: 4468.685547
	Iteration 17Q: 3 clusters Score -923884.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -923910.187500 Penalty: 4468.685547
	Iteration 18Q: 3 clusters Score -923910.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -923931.437500 Penalty: 4468.685547
	Iteration 19Q: 3 clusters Score -923931.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -923948.312500 Penalty: 4468.685547
	Iteration 20F: 3 clusters Score -923948.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -923958.500000 Penalty: 4468.685547
	Iteration 21Q: 3 clusters Score -923958.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -923975.500000 Penalty: 4468.685547
	Iteration 22Q: 3 clusters Score -923975.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -923984.000000 Penalty: 4468.685547
	Iteration 23Q: 3 clusters Score -923984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -923993.687500 Penalty: 4468.685547
	Iteration 24Q: 3 clusters Score -923993.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -924004.000000 Penalty: 4468.685547
	Iteration 25Q: 3 clusters Score -924004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -924012.937500 Penalty: 4468.685547
	Iteration 26Q: 3 clusters Score -924012.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -924022.062500 Penalty: 4468.685547
	Iteration 27Q: 3 clusters Score -924022.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -924030.500000 Penalty: 4468.685547
	Iteration 28Q: 3 clusters Score -924030.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -924044.000000 Penalty: 4468.685547
	Iteration 29Q: 3 clusters Score -924044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -924054.562500 Penalty: 4468.685547
	Iteration 30Q: 3 clusters Score -924054.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -924064.250000 Penalty: 4468.685547
	Iteration 31Q: 3 clusters Score -924064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -924070.437500 Penalty: 4468.685547
	Iteration 32Q: 3 clusters Score -924070.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -924072.625000 Penalty: 4468.685547
	Iteration 33Q: 3 clusters Score -924072.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -924073.562500 Penalty: 4468.685547
	Iteration 34Q: 3 clusters Score -924073.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -924076.437500 Penalty: 4468.685547
	Iteration 35Q: 3 clusters Score -924076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -924082.000000 Penalty: 4468.685547
	Iteration 36Q: 3 clusters Score -924082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -924087.062500 Penalty: 4468.685547
	Iteration 37Q: 3 clusters Score -924087.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -924090.000000 Penalty: 4468.685547
	Iteration 38Q: 3 clusters Score -924090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -924087.937500 Penalty: 4468.685547
	Iteration 39Q: 3 clusters Score -924087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -924093.812500 Penalty: 4468.685547
	Iteration 40F: 3 clusters Score -924093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -924096.875000 Penalty: 4468.685547
	Iteration 41Q: 3 clusters Score -924096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -924101.500000 Penalty: 4468.685547
	Iteration 42Q: 3 clusters Score -924101.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -924105.437500 Penalty: 4468.685547
	Iteration 43Q: 3 clusters Score -924105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -924109.375000 Penalty: 4468.685547
	Iteration 44Q: 3 clusters Score -924109.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -924112.062500 Penalty: 4468.685547
	Iteration 45Q: 3 clusters Score -924112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -924115.375000 Penalty: 4468.685547
	Iteration 46Q: 3 clusters Score -924115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -924119.000000 Penalty: 4468.685547
	Iteration 47Q: 3 clusters Score -924119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -924120.937500 Penalty: 4468.685547
	Iteration 48Q: 3 clusters Score -924120.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -924125.625000 Penalty: 4468.685547
	Iteration 49Q: 3 clusters Score -924125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -924129.375000 Penalty: 4468.685547
	Iteration 50Q: 3 clusters Score -924129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -924131.062500 Penalty: 4468.685547
	Iteration 51Q: 3 clusters Score -924131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -924132.750000 Penalty: 4468.685547
	Iteration 52Q: 3 clusters Score -924132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -924138.250000 Penalty: 4468.685547
	Iteration 53Q: 3 clusters Score -924138.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -924138.125000 Penalty: 4468.685547
	Iteration 54Q: 3 clusters Score -924138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -924138.125000 Penalty: 4468.685547
	Iteration 55F: 3 clusters Score -924138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51654.210938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51654.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50096.355469 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50096.36 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50272.902344 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50272.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50343.382812 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50343.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50371.507812 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50371.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50385.582031 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50385.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50389.667969 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50389.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50391.324219 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50391.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50391.324219 Penalty: 3096.142822
	Iteration 7F: 3 clusters Score -50391.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Entering Unmasked Estep 
Score: -2395334.500000 Penalty: 2464.835938
	Iteration 0F: 2 clusters Score -2395334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2380868.000000 Penalty: 4929.671875
	Iteration 0F: 3 clusters Score -2380868 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2385619.000000 Penalty: 4929.671875
	Iteration 1F: 3 clusters Score -2385619 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2386036.000000 Penalty: 4929.671875
	Iteration 2F: 3 clusters Score -2386036 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2386399.500000 Penalty: 4929.671875
	Iteration 3Q: 3 clusters Score -2386400 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2386774.750000 Penalty: 4929.671875
	Iteration 4Q: 3 clusters Score -2386775 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2387114.500000 Penalty: 4929.671875
	Iteration 5Q: 3 clusters Score -2387114 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2387492.500000 Penalty: 4929.671875
	Iteration 6Q: 3 clusters Score -2387492 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2387955.250000 Penalty: 4929.671875
	Iteration 7Q: 3 clusters Score -2387955 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2388603.000000 Penalty: 4929.671875
	Iteration 8F: 3 clusters Score -2388603 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2389551.000000 Penalty: 4929.671875
	Iteration 9F: 3 clusters Score -2389551 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2390652.250000 Penalty: 4929.671875
	Iteration 10F: 3 clusters Score -2390652 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2391605.500000 Penalty: 4929.671875
	Iteration 11F: 3 clusters Score -2391606 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2392267.250000 Penalty: 4929.671875
	Iteration 12Q: 3 clusters Score -2392267 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2392658.500000 Penalty: 4929.671875
	Iteration 13Q: 3 clusters Score -2392658 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2392854.500000 Penalty: 4929.671875
	Iteration 14Q: 3 clusters Score -2392854 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2393006.500000 Penalty: 4929.671875
	Iteration 15Q: 3 clusters Score -2393006 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2393110.250000 Penalty: 4929.671875
	Iteration 16Q: 3 clusters Score -2393110 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2393188.500000 Penalty: 4929.671875
	Iteration 17Q: 3 clusters Score -2393188 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2393249.500000 Penalty: 4929.671875
	Iteration 18Q: 3 clusters Score -2393250 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2393287.750000 Penalty: 4929.671875
	Iteration 19Q: 3 clusters Score -2393288 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2393332.750000 Penalty: 4929.671875
	Iteration 20F: 3 clusters Score -2393333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2393350.250000 Penalty: 4929.671875
	Iteration 21Q: 3 clusters Score -2393350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2393372.000000 Penalty: 4929.671875
	Iteration 22Q: 3 clusters Score -2393372 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2393411.750000 Penalty: 4929.671875
	Iteration 23Q: 3 clusters Score -2393412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2393432.750000 Penalty: 4929.671875
	Iteration 24Q: 3 clusters Score -2393433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2393454.750000 Penalty: 4929.671875
	Iteration 25Q: 3 clusters Score -2393455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2393475.750000 Penalty: 4929.671875
	Iteration 26Q: 3 clusters Score -2393476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2393495.250000 Penalty: 4929.671875
	Iteration 27Q: 3 clusters Score -2393495 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2393512.250000 Penalty: 4929.671875
	Iteration 28Q: 3 clusters Score -2393512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2393524.000000 Penalty: 4929.671875
	Iteration 29Q: 3 clusters Score -2393524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2393541.750000 Penalty: 4929.671875
	Iteration 30Q: 3 clusters Score -2393542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2393559.000000 Penalty: 4929.671875
	Iteration 31Q: 3 clusters Score -2393559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2393567.250000 Penalty: 4929.671875
	Iteration 32Q: 3 clusters Score -2393567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2393576.000000 Penalty: 4929.671875
	Iteration 33Q: 3 clusters Score -2393576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2393584.750000 Penalty: 4929.671875
	Iteration 34Q: 3 clusters Score -2393585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2393587.000000 Penalty: 4929.671875
	Iteration 35Q: 3 clusters Score -2393587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2393601.750000 Penalty: 4929.671875
	Iteration 36Q: 3 clusters Score -2393602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2393600.250000 Penalty: 4929.671875
	Iteration 37Q: 3 clusters Score -2393600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2393612.000000 Penalty: 4929.671875
	Iteration 38Q: 3 clusters Score -2393612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2393615.750000 Penalty: 4929.671875
	Iteration 39Q: 3 clusters Score -2393616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2393624.000000 Penalty: 4929.671875
	Iteration 40F: 3 clusters Score -2393624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2393622.500000 Penalty: 4929.671875
	Iteration 41Q: 3 clusters Score -2393622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2393626.000000 Penalty: 4929.671875
	Iteration 42Q: 3 clusters Score -2393626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2393635.500000 Penalty: 4929.671875
	Iteration 43Q: 3 clusters Score -2393636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2393632.250000 Penalty: 4929.671875
	Iteration 44Q: 3 clusters Score -2393632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2393634.250000 Penalty: 4929.671875
	Iteration 45Q: 3 clusters Score -2393634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2393633.750000 Penalty: 4929.671875
	Iteration 46Q: 3 clusters Score -2393634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2393634.750000 Penalty: 4929.671875
	Iteration 47Q: 3 clusters Score -2393635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2393627.750000 Penalty: 4929.671875
	Iteration 48Q: 3 clusters Score -2393628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2393628.750000 Penalty: 4929.671875
	Iteration 49Q: 3 clusters Score -2393629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2393642.250000 Penalty: 4929.671875
	Iteration 50Q: 3 clusters Score -2393642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2393649.000000 Penalty: 4929.671875
	Iteration 51Q: 3 clusters Score -2393649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2393649.750000 Penalty: 4929.671875
	Iteration 52Q: 3 clusters Score -2393650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2393652.750000 Penalty: 4929.671875
	Iteration 53Q: 3 clusters Score -2393653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2393656.250000 Penalty: 4929.671875
	Iteration 54Q: 3 clusters Score -2393656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2393661.500000 Penalty: 4929.671875
	Iteration 55Q: 3 clusters Score -2393662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2393660.250000 Penalty: 4929.671875
	Iteration 56Q: 3 clusters Score -2393660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2393664.000000 Penalty: 4929.671875
	Iteration 57Q: 3 clusters Score -2393664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2393663.250000 Penalty: 4929.671875
	Iteration 58Q: 3 clusters Score -2393663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2393666.250000 Penalty: 4929.671875
	Iteration 59Q: 3 clusters Score -2393666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2393671.500000 Penalty: 4929.671875
	Iteration 60F: 3 clusters Score -2393672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2393671.250000 Penalty: 4929.671875
	Iteration 61Q: 3 clusters Score -2393671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2393677.500000 Penalty: 4929.671875
	Iteration 62Q: 3 clusters Score -2393678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2393681.750000 Penalty: 4929.671875
	Iteration 63Q: 3 clusters Score -2393682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2393688.250000 Penalty: 4929.671875
	Iteration 64Q: 3 clusters Score -2393688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2393696.750000 Penalty: 4929.671875
	Iteration 65Q: 3 clusters Score -2393697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2393696.750000 Penalty: 4929.671875
	Iteration 66Q: 3 clusters Score -2393697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2393703.750000 Penalty: 4929.671875
	Iteration 67Q: 3 clusters Score -2393704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2393703.250000 Penalty: 4929.671875
	Iteration 68Q: 3 clusters Score -2393703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2393701.250000 Penalty: 4929.671875
	Iteration 69Q: 3 clusters Score -2393701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2393702.250000 Penalty: 4929.671875
	Iteration 70Q: 3 clusters Score -2393702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2393701.750000 Penalty: 4929.671875
	Iteration 71Q: 3 clusters Score -2393702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2393702.750000 Penalty: 4929.671875
	Iteration 72Q: 3 clusters Score -2393703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2393698.750000 Penalty: 4929.671875
	Iteration 73Q: 3 clusters Score -2393699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2393699.750000 Penalty: 4929.671875
	Iteration 74Q: 3 clusters Score -2393700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2393700.750000 Penalty: 4929.671875
	Iteration 75Q: 3 clusters Score -2393701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2393706.750000 Penalty: 4929.671875
	Iteration 76Q: 3 clusters Score -2393707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2393711.000000 Penalty: 4929.671875
	Iteration 77Q: 3 clusters Score -2393711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2393712.250000 Penalty: 4929.671875
	Iteration 78Q: 3 clusters Score -2393712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2393712.250000 Penalty: 4929.671875
	Iteration 79Q: 3 clusters Score -2393712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2393716.750000 Penalty: 4929.671875
	Iteration 80F: 3 clusters Score -2393717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2393715.000000 Penalty: 4929.671875
	Iteration 81Q: 3 clusters Score -2393715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2393718.250000 Penalty: 4929.671875
	Iteration 82Q: 3 clusters Score -2393718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2393718.750000 Penalty: 4929.671875
	Iteration 83Q: 3 clusters Score -2393719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2393720.500000 Penalty: 4929.671875
	Iteration 84Q: 3 clusters Score -2393720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2393724.750000 Penalty: 4929.671875
	Iteration 85Q: 3 clusters Score -2393725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2393722.000000 Penalty: 4929.671875
	Iteration 86Q: 3 clusters Score -2393722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2393726.750000 Penalty: 4929.671875
	Iteration 87Q: 3 clusters Score -2393727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2393726.750000 Penalty: 4929.671875
	Iteration 88F: 3 clusters Score -2393727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -134419.953125 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -134420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -132110.890625 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -132110.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -132549.328125 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -132549.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -132717.437500 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -132717.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -132857.250000 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -132857.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -132983.484375 Penalty: 3639.443604
	Iteration 4Q: 3 clusters Score -132983.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133133.828125 Penalty: 3639.443604
	Iteration 5F: 3 clusters Score -133133.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133303.140625 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -133303.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133459.656250 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -133459.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133687.265625 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -133687.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133936.968750 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -133937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134077.203125 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -134077.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134144.484375 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -134144.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -134182.562500 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -134182.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -134204.031250 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -134204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134221.500000 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -134221.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134236.906250 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -134236.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134251.093750 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -134251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134252.281250 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -134252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -134253.093750 Penalty: 3639.443604
	Iteration 18Q: 3 clusters Score -134253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -134254.703125 Penalty: 3639.443604
	Iteration 19Q: 3 clusters Score -134254.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134258.781250 Penalty: 3639.443604
	Iteration 20F: 3 clusters Score -134258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -134268.546875 Penalty: 3639.443604
	Iteration 21Q: 3 clusters Score -134268.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134279.468750 Penalty: 3639.443604
	Iteration 22Q: 3 clusters Score -134279.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134298.859375 Penalty: 3639.443604
	Iteration 23Q: 3 clusters Score -134298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -134316.578125 Penalty: 3639.443604
	Iteration 24Q: 3 clusters Score -134316.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134325.562500 Penalty: 3639.443604
	Iteration 25Q: 3 clusters Score -134325.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -134336.375000 Penalty: 3639.443604
	Iteration 26Q: 3 clusters Score -134336.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -134350.218750 Penalty: 3639.443604
	Iteration 27Q: 3 clusters Score -134350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134351.718750 Penalty: 3639.443604
	Iteration 28Q: 3 clusters Score -134351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134352.328125 Penalty: 3639.443604
	Iteration 29Q: 3 clusters Score -134352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134353.250000 Penalty: 3639.443604
	Iteration 30Q: 3 clusters Score -134353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134353.250000 Penalty: 3639.443604
	Iteration 31F: 3 clusters Score -134353.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Entering Unmasked Estep 
Score: -803709.875000 Penalty: 2241.042725
	Iteration 0F: 2 clusters Score -803709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -796999.625000 Penalty: 4482.085449
	Iteration 0F: 3 clusters Score -796999.6 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -798871.437500 Penalty: 4482.085449
	Iteration 1F: 3 clusters Score -798871.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -799316.312500 Penalty: 4482.085449
	Iteration 2F: 3 clusters Score -799316.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -799717.312500 Penalty: 4482.085449
	Iteration 3F: 3 clusters Score -799717.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -800075.125000 Penalty: 4482.085449
	Iteration 4F: 3 clusters Score -800075.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -800406.562500 Penalty: 4482.085449
	Iteration 5F: 3 clusters Score -800406.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -800703.187500 Penalty: 4482.085449
	Iteration 6Q: 3 clusters Score -800703.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -800984.000000 Penalty: 4482.085449
	Iteration 7Q: 3 clusters Score -800984 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -801218.125000 Penalty: 4482.085449
	Iteration 8Q: 3 clusters Score -801218.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -801435.250000 Penalty: 4482.085449
	Iteration 9Q: 3 clusters Score -801435.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -801622.437500 Penalty: 4482.085449
	Iteration 10Q: 3 clusters Score -801622.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -801773.562500 Penalty: 4482.085449
	Iteration 11Q: 3 clusters Score -801773.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -801916.750000 Penalty: 4482.085449
	Iteration 12Q: 3 clusters Score -801916.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -802030.250000 Penalty: 4482.085449
	Iteration 13Q: 3 clusters Score -802030.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -802112.250000 Penalty: 4482.085449
	Iteration 14Q: 3 clusters Score -802112.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -802187.812500 Penalty: 4482.085449
	Iteration 15Q: 3 clusters Score -802187.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -802250.562500 Penalty: 4482.085449
	Iteration 16Q: 3 clusters Score -802250.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -802286.062500 Penalty: 4482.085449
	Iteration 17Q: 3 clusters Score -802286.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -802311.937500 Penalty: 4482.085449
	Iteration 18Q: 3 clusters Score -802311.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -802329.000000 Penalty: 4482.085449
	Iteration 19Q: 3 clusters Score -802329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -802343.375000 Penalty: 4482.085449
	Iteration 20F: 3 clusters Score -802343.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -802350.125000 Penalty: 4482.085449
	Iteration 21Q: 3 clusters Score -802350.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -802355.937500 Penalty: 4482.085449
	Iteration 22Q: 3 clusters Score -802355.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -802359.500000 Penalty: 4482.085449
	Iteration 23Q: 3 clusters Score -802359.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -802364.687500 Penalty: 4482.085449
	Iteration 24Q: 3 clusters Score -802364.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -802367.875000 Penalty: 4482.085449
	Iteration 25Q: 3 clusters Score -802367.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -802371.562500 Penalty: 4482.085449
	Iteration 26Q: 3 clusters Score -802371.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -802376.187500 Penalty: 4482.085449
	Iteration 27Q: 3 clusters Score -802376.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -802378.562500 Penalty: 4482.085449
	Iteration 28Q: 3 clusters Score -802378.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -802383.750000 Penalty: 4482.085449
	Iteration 29Q: 3 clusters Score -802383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -802385.500000 Penalty: 4482.085449
	Iteration 30Q: 3 clusters Score -802385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -802387.312500 Penalty: 4482.085449
	Iteration 31Q: 3 clusters Score -802387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -802387.437500 Penalty: 4482.085449
	Iteration 32Q: 3 clusters Score -802387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -802388.875000 Penalty: 4482.085449
	Iteration 33Q: 3 clusters Score -802388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -802387.750000 Penalty: 4482.085449
	Iteration 34Q: 3 clusters Score -802387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -802388.062500 Penalty: 4482.085449
	Iteration 35Q: 3 clusters Score -802388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -802389.062500 Penalty: 4482.085449
	Iteration 36Q: 3 clusters Score -802389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -802389.062500 Penalty: 4482.085449
	Iteration 37F: 3 clusters Score -802389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -495515.093750 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -495515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -490957.750000 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -490957.8 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -492039.750000 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -492039.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -492249.062500 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -492249.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -492401.812500 Penalty: 4225.419922
	Iteration 3Q: 3 clusters Score -492401.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -492519.781250 Penalty: 4225.419922
	Iteration 4Q: 3 clusters Score -492519.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -492614.031250 Penalty: 4225.419922
	Iteration 5Q: 3 clusters Score -492614 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -492685.750000 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -492685.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -492747.781250 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -492747.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -492814.187500 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -492814.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -492924.062500 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -492924.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -493110.281250 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -493110.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -493340.968750 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -493341 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -493599.093750 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -493599.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -493850.000000 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -493850 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -494080.125000 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -494080.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -494233.906250 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -494233.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -494325.625000 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -494325.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -494381.500000 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -494381.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -494424.468750 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -494424.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -494459.093750 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -494459.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -494485.531250 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -494485.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -494513.093750 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -494513.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -494534.750000 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -494534.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -494559.312500 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -494559.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -494582.250000 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -494582.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -494599.812500 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -494599.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -494614.625000 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -494614.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -494626.375000 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -494626.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -494637.843750 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -494637.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -494652.437500 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -494652.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -494667.562500 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -494667.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -494675.781250 Penalty: 4225.419922
	Iteration 31Q: 3 clusters Score -494675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -494678.593750 Penalty: 4225.419922
	Iteration 32Q: 3 clusters Score -494678.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -494682.843750 Penalty: 4225.419922
	Iteration 33Q: 3 clusters Score -494682.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -494684.937500 Penalty: 4225.419922
	Iteration 34Q: 3 clusters Score -494684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -494687.250000 Penalty: 4225.419922
	Iteration 35Q: 3 clusters Score -494687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -494687.218750 Penalty: 4225.419922
	Iteration 36Q: 3 clusters Score -494687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -494688.812500 Penalty: 4225.419922
	Iteration 37Q: 3 clusters Score -494688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -494688.031250 Penalty: 4225.419922
	Iteration 38Q: 3 clusters Score -494688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -494689.781250 Penalty: 4225.419922
	Iteration 39Q: 3 clusters Score -494689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -494691.218750 Penalty: 4225.419922
	Iteration 40F: 3 clusters Score -494691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -68248.867188 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -68248.87 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 325 members 
Entering Unmasked Estep 
Score: -66700.585938 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -66700.59 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66904.414062 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -66904.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66972.328125 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -66972.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67009.304688 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -67009.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67026.875000 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -67026.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67031.390625 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -67031.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67038.406250 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -67038.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67040.882812 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -67040.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67040.882812 Penalty: 3209.516602
	Iteration 8F: 3 clusters Score -67040.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Entering Unmasked Estep 
Score: -1468645.875000 Penalty: 2347.430908
	Iteration 0F: 2 clusters Score -1468646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1459173.375000 Penalty: 4694.861816
	Iteration 0F: 3 clusters Score -1459173 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1462193.625000 Penalty: 4694.861816
	Iteration 1F: 3 clusters Score -1462194 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1462545.750000 Penalty: 4694.861816
	Iteration 2F: 3 clusters Score -1462546 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1462793.000000 Penalty: 4694.861816
	Iteration 3Q: 3 clusters Score -1462793 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1463009.375000 Penalty: 4694.861816
	Iteration 4Q: 3 clusters Score -1463009 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1463191.250000 Penalty: 4694.861816
	Iteration 5Q: 3 clusters Score -1463191 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1463357.375000 Penalty: 4694.861816
	Iteration 6Q: 3 clusters Score -1463357 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1463506.750000 Penalty: 4694.861816
	Iteration 7Q: 3 clusters Score -1463507 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1463651.250000 Penalty: 4694.861816
	Iteration 8Q: 3 clusters Score -1463651 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1463777.875000 Penalty: 4694.861816
	Iteration 9Q: 3 clusters Score -1463778 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1463893.875000 Penalty: 4694.861816
	Iteration 10Q: 3 clusters Score -1463894 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1463988.125000 Penalty: 4694.861816
	Iteration 11Q: 3 clusters Score -1463988 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1464074.375000 Penalty: 4694.861816
	Iteration 12Q: 3 clusters Score -1464074 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1464159.500000 Penalty: 4694.861816
	Iteration 13Q: 3 clusters Score -1464160 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1464221.625000 Penalty: 4694.861816
	Iteration 14Q: 3 clusters Score -1464222 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1464292.125000 Penalty: 4694.861816
	Iteration 15Q: 3 clusters Score -1464292 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1464369.750000 Penalty: 4694.861816
	Iteration 16Q: 3 clusters Score -1464370 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1464462.875000 Penalty: 4694.861816
	Iteration 17Q: 3 clusters Score -1464463 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1464553.000000 Penalty: 4694.861816
	Iteration 18Q: 3 clusters Score -1464553 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1464651.125000 Penalty: 4694.861816
	Iteration 19Q: 3 clusters Score -1464651 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1464749.750000 Penalty: 4694.861816
	Iteration 20F: 3 clusters Score -1464750 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1464850.375000 Penalty: 4694.861816
	Iteration 21Q: 3 clusters Score -1464850 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1464954.500000 Penalty: 4694.861816
	Iteration 22Q: 3 clusters Score -1464954 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1465064.375000 Penalty: 4694.861816
	Iteration 23Q: 3 clusters Score -1465064 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1465195.500000 Penalty: 4694.861816
	Iteration 24Q: 3 clusters Score -1465196 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1465310.000000 Penalty: 4694.861816
	Iteration 25Q: 3 clusters Score -1465310 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1465425.500000 Penalty: 4694.861816
	Iteration 26Q: 3 clusters Score -1465426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1465545.125000 Penalty: 4694.861816
	Iteration 27Q: 3 clusters Score -1465545 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1465641.375000 Penalty: 4694.861816
	Iteration 28Q: 3 clusters Score -1465641 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1465730.250000 Penalty: 4694.861816
	Iteration 29Q: 3 clusters Score -1465730 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1465790.625000 Penalty: 4694.861816
	Iteration 30Q: 3 clusters Score -1465791 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1465835.250000 Penalty: 4694.861816
	Iteration 31Q: 3 clusters Score -1465835 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1465883.625000 Penalty: 4694.861816
	Iteration 32Q: 3 clusters Score -1465884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1465913.125000 Penalty: 4694.861816
	Iteration 33Q: 3 clusters Score -1465913 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1465951.625000 Penalty: 4694.861816
	Iteration 34Q: 3 clusters Score -1465952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1465991.000000 Penalty: 4694.861816
	Iteration 35Q: 3 clusters Score -1465991 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1466023.875000 Penalty: 4694.861816
	Iteration 36Q: 3 clusters Score -1466024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1466052.000000 Penalty: 4694.861816
	Iteration 37Q: 3 clusters Score -1466052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1466090.125000 Penalty: 4694.861816
	Iteration 38Q: 3 clusters Score -1466090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1466111.500000 Penalty: 4694.861816
	Iteration 39Q: 3 clusters Score -1466112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1466128.125000 Penalty: 4694.861816
	Iteration 40F: 3 clusters Score -1466128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1466146.625000 Penalty: 4694.861816
	Iteration 41Q: 3 clusters Score -1466147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1466155.500000 Penalty: 4694.861816
	Iteration 42Q: 3 clusters Score -1466156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1466170.375000 Penalty: 4694.861816
	Iteration 43Q: 3 clusters Score -1466170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1466182.750000 Penalty: 4694.861816
	Iteration 44Q: 3 clusters Score -1466183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1466192.250000 Penalty: 4694.861816
	Iteration 45Q: 3 clusters Score -1466192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1466203.625000 Penalty: 4694.861816
	Iteration 46Q: 3 clusters Score -1466204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1466208.375000 Penalty: 4694.861816
	Iteration 47Q: 3 clusters Score -1466208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1466216.500000 Penalty: 4694.861816
	Iteration 48Q: 3 clusters Score -1466216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1466223.875000 Penalty: 4694.861816
	Iteration 49Q: 3 clusters Score -1466224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1466230.250000 Penalty: 4694.861816
	Iteration 50Q: 3 clusters Score -1466230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1466240.125000 Penalty: 4694.861816
	Iteration 51Q: 3 clusters Score -1466240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1466249.375000 Penalty: 4694.861816
	Iteration 52Q: 3 clusters Score -1466249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1466253.125000 Penalty: 4694.861816
	Iteration 53Q: 3 clusters Score -1466253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1466266.875000 Penalty: 4694.861816
	Iteration 54Q: 3 clusters Score -1466267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1466274.000000 Penalty: 4694.861816
	Iteration 55Q: 3 clusters Score -1466274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1466281.625000 Penalty: 4694.861816
	Iteration 56Q: 3 clusters Score -1466282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1466292.500000 Penalty: 4694.861816
	Iteration 57Q: 3 clusters Score -1466292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1466303.750000 Penalty: 4694.861816
	Iteration 58Q: 3 clusters Score -1466304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1466314.375000 Penalty: 4694.861816
	Iteration 59Q: 3 clusters Score -1466314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1466327.875000 Penalty: 4694.861816
	Iteration 60F: 3 clusters Score -1466328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1466336.500000 Penalty: 4694.861816
	Iteration 61Q: 3 clusters Score -1466336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1466341.375000 Penalty: 4694.861816
	Iteration 62Q: 3 clusters Score -1466341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1466345.750000 Penalty: 4694.861816
	Iteration 63Q: 3 clusters Score -1466346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1466351.000000 Penalty: 4694.861816
	Iteration 64Q: 3 clusters Score -1466351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1466358.125000 Penalty: 4694.861816
	Iteration 65Q: 3 clusters Score -1466358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1466367.250000 Penalty: 4694.861816
	Iteration 66Q: 3 clusters Score -1466367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1466370.500000 Penalty: 4694.861816
	Iteration 67Q: 3 clusters Score -1466370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1466379.375000 Penalty: 4694.861816
	Iteration 68Q: 3 clusters Score -1466379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1466389.250000 Penalty: 4694.861816
	Iteration 69Q: 3 clusters Score -1466389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1466399.375000 Penalty: 4694.861816
	Iteration 70Q: 3 clusters Score -1466399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1466403.250000 Penalty: 4694.861816
	Iteration 71Q: 3 clusters Score -1466403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1466413.375000 Penalty: 4694.861816
	Iteration 72Q: 3 clusters Score -1466413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1466426.875000 Penalty: 4694.861816
	Iteration 73Q: 3 clusters Score -1466427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1466436.000000 Penalty: 4694.861816
	Iteration 74Q: 3 clusters Score -1466436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1466448.500000 Penalty: 4694.861816
	Iteration 75Q: 3 clusters Score -1466448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1466467.625000 Penalty: 4694.861816
	Iteration 76Q: 3 clusters Score -1466468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1466479.125000 Penalty: 4694.861816
	Iteration 77Q: 3 clusters Score -1466479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1466485.375000 Penalty: 4694.861816
	Iteration 78Q: 3 clusters Score -1466485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1466497.250000 Penalty: 4694.861816
	Iteration 79Q: 3 clusters Score -1466497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1466505.500000 Penalty: 4694.861816
	Iteration 80F: 3 clusters Score -1466506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1466509.375000 Penalty: 4694.861816
	Iteration 81Q: 3 clusters Score -1466509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1466514.250000 Penalty: 4694.861816
	Iteration 82Q: 3 clusters Score -1466514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1466519.375000 Penalty: 4694.861816
	Iteration 83Q: 3 clusters Score -1466519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1466526.250000 Penalty: 4694.861816
	Iteration 84Q: 3 clusters Score -1466526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1466535.500000 Penalty: 4694.861816
	Iteration 85Q: 3 clusters Score -1466536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1466537.250000 Penalty: 4694.861816
	Iteration 86Q: 3 clusters Score -1466537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1466542.500000 Penalty: 4694.861816
	Iteration 87Q: 3 clusters Score -1466542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1466546.000000 Penalty: 4694.861816
	Iteration 88Q: 3 clusters Score -1466546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1466544.375000 Penalty: 4694.861816
	Iteration 89Q: 3 clusters Score -1466544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1466545.125000 Penalty: 4694.861816
	Iteration 90Q: 3 clusters Score -1466545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1466549.625000 Penalty: 4694.861816
	Iteration 91Q: 3 clusters Score -1466550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1466553.125000 Penalty: 4694.861816
	Iteration 92Q: 3 clusters Score -1466553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1466552.750000 Penalty: 4694.861816
	Iteration 93Q: 3 clusters Score -1466553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1466555.125000 Penalty: 4694.861816
	Iteration 94Q: 3 clusters Score -1466555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1466553.625000 Penalty: 4694.861816
	Iteration 95Q: 3 clusters Score -1466554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1466554.750000 Penalty: 4694.861816
	Iteration 96Q: 3 clusters Score -1466555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1466558.000000 Penalty: 4694.861816
	Iteration 97Q: 3 clusters Score -1466558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1466558.250000 Penalty: 4694.861816
	Iteration 98Q: 3 clusters Score -1466558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1466560.750000 Penalty: 4694.861816
	Iteration 99Q: 3 clusters Score -1466561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1466562.750000 Penalty: 4694.861816
	Iteration 100F: 3 clusters Score -1466563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1466568.125000 Penalty: 4694.861816
	Iteration 101Q: 3 clusters Score -1466568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1466570.625000 Penalty: 4694.861816
	Iteration 102Q: 3 clusters Score -1466571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1466577.875000 Penalty: 4694.861816
	Iteration 103Q: 3 clusters Score -1466578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1466579.875000 Penalty: 4694.861816
	Iteration 104Q: 3 clusters Score -1466580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1466583.375000 Penalty: 4694.861816
	Iteration 105Q: 3 clusters Score -1466583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1466586.000000 Penalty: 4694.861816
	Iteration 106Q: 3 clusters Score -1466586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1466585.250000 Penalty: 4694.861816
	Iteration 107Q: 3 clusters Score -1466585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1466588.375000 Penalty: 4694.861816
	Iteration 108Q: 3 clusters Score -1466588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1466589.125000 Penalty: 4694.861816
	Iteration 109Q: 3 clusters Score -1466589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1466589.750000 Penalty: 4694.861816
	Iteration 110Q: 3 clusters Score -1466590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1466589.375000 Penalty: 4694.861816
	Iteration 111Q: 3 clusters Score -1466589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1466589.125000 Penalty: 4694.861816
	Iteration 112Q: 3 clusters Score -1466589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1466594.125000 Penalty: 4694.861816
	Iteration 113Q: 3 clusters Score -1466594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1466593.125000 Penalty: 4694.861816
	Iteration 114Q: 3 clusters Score -1466593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1466594.750000 Penalty: 4694.861816
	Iteration 115Q: 3 clusters Score -1466595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1466597.250000 Penalty: 4694.861816
	Iteration 116Q: 3 clusters Score -1466597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1466595.500000 Penalty: 4694.861816
	Iteration 117Q: 3 clusters Score -1466596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1466599.375000 Penalty: 4694.861816
	Iteration 118Q: 3 clusters Score -1466599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1466604.375000 Penalty: 4694.861816
	Iteration 119Q: 3 clusters Score -1466604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1466605.500000 Penalty: 4694.861816
	Iteration 120F: 3 clusters Score -1466606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1466609.625000 Penalty: 4694.861816
	Iteration 121Q: 3 clusters Score -1466610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1466613.000000 Penalty: 4694.861816
	Iteration 122Q: 3 clusters Score -1466613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1466618.750000 Penalty: 4694.861816
	Iteration 123Q: 3 clusters Score -1466619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1466625.000000 Penalty: 4694.861816
	Iteration 124Q: 3 clusters Score -1466625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1466630.125000 Penalty: 4694.861816
	Iteration 125Q: 3 clusters Score -1466630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1466636.250000 Penalty: 4694.861816
	Iteration 126Q: 3 clusters Score -1466636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1466639.875000 Penalty: 4694.861816
	Iteration 127Q: 3 clusters Score -1466640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1466641.875000 Penalty: 4694.861816
	Iteration 128Q: 3 clusters Score -1466642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1466644.625000 Penalty: 4694.861816
	Iteration 129Q: 3 clusters Score -1466645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1466650.250000 Penalty: 4694.861816
	Iteration 130Q: 3 clusters Score -1466650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1466649.125000 Penalty: 4694.861816
	Iteration 131Q: 3 clusters Score -1466649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1466652.250000 Penalty: 4694.861816
	Iteration 132Q: 3 clusters Score -1466652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1466651.750000 Penalty: 4694.861816
	Iteration 133Q: 3 clusters Score -1466652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1466651.125000 Penalty: 4694.861816
	Iteration 134Q: 3 clusters Score -1466651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1466653.750000 Penalty: 4694.861816
	Iteration 135Q: 3 clusters Score -1466654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1466654.750000 Penalty: 4694.861816
	Iteration 136Q: 3 clusters Score -1466655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1466654.750000 Penalty: 4694.861816
	Iteration 137F: 3 clusters Score -1466655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -373062.781250 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -373062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -369266.125000 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -369266.1 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -370241.250000 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -370241.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -370592.500000 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -370592.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -370916.468750 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -370916.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -371164.781250 Penalty: 4101.672363
	Iteration 4F: 3 clusters Score -371164.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -371359.875000 Penalty: 4101.672363
	Iteration 5F: 3 clusters Score -371359.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -371496.812500 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -371496.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -371609.375000 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -371609.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -371706.593750 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -371706.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -371775.531250 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -371775.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -371830.156250 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -371830.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -371872.906250 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -371872.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -371902.031250 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -371902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -371920.656250 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -371920.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -371931.562500 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -371931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -371938.093750 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -371938.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -371948.187500 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -371948.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -371961.750000 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -371961.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -371974.093750 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -371974.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -371982.812500 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -371982.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -371986.562500 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -371986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -371989.187500 Penalty: 4101.672363
	Iteration 21Q: 3 clusters Score -371989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -371990.593750 Penalty: 4101.672363
	Iteration 22Q: 3 clusters Score -371990.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -371993.437500 Penalty: 4101.672363
	Iteration 23Q: 3 clusters Score -371993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -371993.875000 Penalty: 4101.672363
	Iteration 24Q: 3 clusters Score -371993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -371994.312500 Penalty: 4101.672363
	Iteration 25Q: 3 clusters Score -371994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -371994.312500 Penalty: 4101.672363
	Iteration 26F: 3 clusters Score -371994.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (16887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Entering Unmasked Estep 
Score: -1913564.500000 Penalty: 2414.106201
	Iteration 0F: 2 clusters Score -1913564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1901666.375000 Penalty: 4828.212402
	Iteration 0F: 3 clusters Score -1901666 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1905527.000000 Penalty: 4828.212402
	Iteration 1F: 3 clusters Score -1905527 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1905989.500000 Penalty: 4828.212402
	Iteration 2F: 3 clusters Score -1905990 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1906407.625000 Penalty: 4828.212402
	Iteration 3F: 3 clusters Score -1906408 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1906822.375000 Penalty: 4828.212402
	Iteration 4F: 3 clusters Score -1906822 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1907182.125000 Penalty: 4828.212402
	Iteration 5Q: 3 clusters Score -1907182 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1907536.875000 Penalty: 4828.212402
	Iteration 6Q: 3 clusters Score -1907537 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1907859.000000 Penalty: 4828.212402
	Iteration 7Q: 3 clusters Score -1907859 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1908129.125000 Penalty: 4828.212402
	Iteration 8Q: 3 clusters Score -1908129 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1908354.250000 Penalty: 4828.212402
	Iteration 9Q: 3 clusters Score -1908354 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1908571.375000 Penalty: 4828.212402
	Iteration 10Q: 3 clusters Score -1908571 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1908765.000000 Penalty: 4828.212402
	Iteration 11Q: 3 clusters Score -1908765 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1908950.750000 Penalty: 4828.212402
	Iteration 12Q: 3 clusters Score -1908951 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1909125.375000 Penalty: 4828.212402
	Iteration 13Q: 3 clusters Score -1909125 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1909330.500000 Penalty: 4828.212402
	Iteration 14Q: 3 clusters Score -1909330 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1909512.125000 Penalty: 4828.212402
	Iteration 15Q: 3 clusters Score -1909512 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1909688.500000 Penalty: 4828.212402
	Iteration 16Q: 3 clusters Score -1909688 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1909857.875000 Penalty: 4828.212402
	Iteration 17Q: 3 clusters Score -1909858 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1910043.750000 Penalty: 4828.212402
	Iteration 18Q: 3 clusters Score -1910044 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1910177.750000 Penalty: 4828.212402
	Iteration 19Q: 3 clusters Score -1910178 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1910292.625000 Penalty: 4828.212402
	Iteration 20F: 3 clusters Score -1910293 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1910378.000000 Penalty: 4828.212402
	Iteration 21Q: 3 clusters Score -1910378 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1910450.500000 Penalty: 4828.212402
	Iteration 22Q: 3 clusters Score -1910450 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1910512.000000 Penalty: 4828.212402
	Iteration 23Q: 3 clusters Score -1910512 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1910576.875000 Penalty: 4828.212402
	Iteration 24Q: 3 clusters Score -1910577 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1910633.875000 Penalty: 4828.212402
	Iteration 25Q: 3 clusters Score -1910634 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1910684.875000 Penalty: 4828.212402
	Iteration 26Q: 3 clusters Score -1910685 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1910736.625000 Penalty: 4828.212402
	Iteration 27Q: 3 clusters Score -1910737 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1910773.500000 Penalty: 4828.212402
	Iteration 28Q: 3 clusters Score -1910774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1910810.125000 Penalty: 4828.212402
	Iteration 29Q: 3 clusters Score -1910810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1910836.625000 Penalty: 4828.212402
	Iteration 30Q: 3 clusters Score -1910837 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1910854.000000 Penalty: 4828.212402
	Iteration 31Q: 3 clusters Score -1910854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1910884.250000 Penalty: 4828.212402
	Iteration 32Q: 3 clusters Score -1910884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1910900.250000 Penalty: 4828.212402
	Iteration 33Q: 3 clusters Score -1910900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1910913.500000 Penalty: 4828.212402
	Iteration 34Q: 3 clusters Score -1910914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1910926.375000 Penalty: 4828.212402
	Iteration 35Q: 3 clusters Score -1910926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1910944.625000 Penalty: 4828.212402
	Iteration 36Q: 3 clusters Score -1910945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1910957.625000 Penalty: 4828.212402
	Iteration 37Q: 3 clusters Score -1910958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1910981.000000 Penalty: 4828.212402
	Iteration 38Q: 3 clusters Score -1910981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1910992.625000 Penalty: 4828.212402
	Iteration 39Q: 3 clusters Score -1910993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1911009.250000 Penalty: 4828.212402
	Iteration 40F: 3 clusters Score -1911009 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1911027.000000 Penalty: 4828.212402
	Iteration 41Q: 3 clusters Score -1911027 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1911045.750000 Penalty: 4828.212402
	Iteration 42Q: 3 clusters Score -1911046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1911066.125000 Penalty: 4828.212402
	Iteration 43Q: 3 clusters Score -1911066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1911088.125000 Penalty: 4828.212402
	Iteration 44Q: 3 clusters Score -1911088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1911102.250000 Penalty: 4828.212402
	Iteration 45Q: 3 clusters Score -1911102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1911123.500000 Penalty: 4828.212402
	Iteration 46Q: 3 clusters Score -1911124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1911138.500000 Penalty: 4828.212402
	Iteration 47Q: 3 clusters Score -1911138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1911164.125000 Penalty: 4828.212402
	Iteration 48Q: 3 clusters Score -1911164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1911187.000000 Penalty: 4828.212402
	Iteration 49Q: 3 clusters Score -1911187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1911208.625000 Penalty: 4828.212402
	Iteration 50Q: 3 clusters Score -1911209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1911232.625000 Penalty: 4828.212402
	Iteration 51Q: 3 clusters Score -1911233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1911253.250000 Penalty: 4828.212402
	Iteration 52Q: 3 clusters Score -1911253 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1911277.000000 Penalty: 4828.212402
	Iteration 53Q: 3 clusters Score -1911277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1911296.250000 Penalty: 4828.212402
	Iteration 54Q: 3 clusters Score -1911296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1911318.875000 Penalty: 4828.212402
	Iteration 55Q: 3 clusters Score -1911319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1911333.375000 Penalty: 4828.212402
	Iteration 56Q: 3 clusters Score -1911333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1911347.750000 Penalty: 4828.212402
	Iteration 57Q: 3 clusters Score -1911348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1911369.500000 Penalty: 4828.212402
	Iteration 58Q: 3 clusters Score -1911370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1911379.750000 Penalty: 4828.212402
	Iteration 59Q: 3 clusters Score -1911380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1911390.750000 Penalty: 4828.212402
	Iteration 60F: 3 clusters Score -1911391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1911405.500000 Penalty: 4828.212402
	Iteration 61Q: 3 clusters Score -1911406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1911420.000000 Penalty: 4828.212402
	Iteration 62Q: 3 clusters Score -1911420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1911432.000000 Penalty: 4828.212402
	Iteration 63Q: 3 clusters Score -1911432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1911441.625000 Penalty: 4828.212402
	Iteration 64Q: 3 clusters Score -1911442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1911447.875000 Penalty: 4828.212402
	Iteration 65Q: 3 clusters Score -1911448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1911457.000000 Penalty: 4828.212402
	Iteration 66Q: 3 clusters Score -1911457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1911464.875000 Penalty: 4828.212402
	Iteration 67Q: 3 clusters Score -1911465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1911469.625000 Penalty: 4828.212402
	Iteration 68Q: 3 clusters Score -1911470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1911476.250000 Penalty: 4828.212402
	Iteration 69Q: 3 clusters Score -1911476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1911476.125000 Penalty: 4828.212402
	Iteration 70Q: 3 clusters Score -1911476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1911480.000000 Penalty: 4828.212402
	Iteration 71Q: 3 clusters Score -1911480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1911479.750000 Penalty: 4828.212402
	Iteration 72Q: 3 clusters Score -1911480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1911483.625000 Penalty: 4828.212402
	Iteration 73Q: 3 clusters Score -1911484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1911485.375000 Penalty: 4828.212402
	Iteration 74Q: 3 clusters Score -1911485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1911487.625000 Penalty: 4828.212402
	Iteration 75Q: 3 clusters Score -1911488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1911487.375000 Penalty: 4828.212402
	Iteration 76Q: 3 clusters Score -1911487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1911490.125000 Penalty: 4828.212402
	Iteration 77Q: 3 clusters Score -1911490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1911494.750000 Penalty: 4828.212402
	Iteration 78Q: 3 clusters Score -1911495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1911496.000000 Penalty: 4828.212402
	Iteration 79Q: 3 clusters Score -1911496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1911494.125000 Penalty: 4828.212402
	Iteration 80F: 3 clusters Score -1911494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (14154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Entering Unmasked Estep 
Score: -1636352.250000 Penalty: 2370.322754
	Iteration 0F: 2 clusters Score -1636352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1626002.000000 Penalty: 4740.645508
	Iteration 0F: 3 clusters Score -1626002 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1629190.750000 Penalty: 4740.645508
	Iteration 1F: 3 clusters Score -1629191 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1629557.000000 Penalty: 4740.645508
	Iteration 2F: 3 clusters Score -1629557 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1629928.125000 Penalty: 4740.645508
	Iteration 3F: 3 clusters Score -1629928 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1630339.875000 Penalty: 4740.645508
	Iteration 4F: 3 clusters Score -1630340 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1630853.250000 Penalty: 4740.645508
	Iteration 5F: 3 clusters Score -1630853 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1631324.250000 Penalty: 4740.645508
	Iteration 6F: 3 clusters Score -1631324 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1631747.625000 Penalty: 4740.645508
	Iteration 7Q: 3 clusters Score -1631748 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1632131.375000 Penalty: 4740.645508
	Iteration 8Q: 3 clusters Score -1632131 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1632513.625000 Penalty: 4740.645508
	Iteration 9Q: 3 clusters Score -1632514 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1632891.125000 Penalty: 4740.645508
	Iteration 10Q: 3 clusters Score -1632891 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1633243.375000 Penalty: 4740.645508
	Iteration 11Q: 3 clusters Score -1633243 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1633549.875000 Penalty: 4740.645508
	Iteration 12Q: 3 clusters Score -1633550 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1633818.500000 Penalty: 4740.645508
	Iteration 13Q: 3 clusters Score -1633818 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1634000.250000 Penalty: 4740.645508
	Iteration 14Q: 3 clusters Score -1634000 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1634139.125000 Penalty: 4740.645508
	Iteration 15Q: 3 clusters Score -1634139 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1634250.625000 Penalty: 4740.645508
	Iteration 16Q: 3 clusters Score -1634251 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1634343.250000 Penalty: 4740.645508
	Iteration 17Q: 3 clusters Score -1634343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1634419.750000 Penalty: 4740.645508
	Iteration 18Q: 3 clusters Score -1634420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1634466.500000 Penalty: 4740.645508
	Iteration 19Q: 3 clusters Score -1634466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1634500.250000 Penalty: 4740.645508
	Iteration 20F: 3 clusters Score -1634500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1634525.875000 Penalty: 4740.645508
	Iteration 21Q: 3 clusters Score -1634526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1634540.625000 Penalty: 4740.645508
	Iteration 22Q: 3 clusters Score -1634541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1634551.750000 Penalty: 4740.645508
	Iteration 23Q: 3 clusters Score -1634552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1634561.000000 Penalty: 4740.645508
	Iteration 24Q: 3 clusters Score -1634561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1634577.250000 Penalty: 4740.645508
	Iteration 25Q: 3 clusters Score -1634577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1634594.500000 Penalty: 4740.645508
	Iteration 26Q: 3 clusters Score -1634594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1634609.250000 Penalty: 4740.645508
	Iteration 27Q: 3 clusters Score -1634609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1634617.750000 Penalty: 4740.645508
	Iteration 28Q: 3 clusters Score -1634618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1634622.375000 Penalty: 4740.645508
	Iteration 29Q: 3 clusters Score -1634622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1634623.375000 Penalty: 4740.645508
	Iteration 30Q: 3 clusters Score -1634623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1634622.750000 Penalty: 4740.645508
	Iteration 31Q: 3 clusters Score -1634623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1634624.625000 Penalty: 4740.645508
	Iteration 32Q: 3 clusters Score -1634625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1634627.625000 Penalty: 4740.645508
	Iteration 33Q: 3 clusters Score -1634628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1634630.750000 Penalty: 4740.645508
	Iteration 34Q: 3 clusters Score -1634631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1634631.000000 Penalty: 4740.645508
	Iteration 35Q: 3 clusters Score -1634631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1634629.750000 Penalty: 4740.645508
	Iteration 36Q: 3 clusters Score -1634630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1634636.625000 Penalty: 4740.645508
	Iteration 37Q: 3 clusters Score -1634637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1634640.875000 Penalty: 4740.645508
	Iteration 38Q: 3 clusters Score -1634641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1634641.000000 Penalty: 4740.645508
	Iteration 39Q: 3 clusters Score -1634641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1634644.875000 Penalty: 4740.645508
	Iteration 40F: 3 clusters Score -1634645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1634647.000000 Penalty: 4740.645508
	Iteration 41Q: 3 clusters Score -1634647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1634646.750000 Penalty: 4740.645508
	Iteration 42Q: 3 clusters Score -1634647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1634645.875000 Penalty: 4740.645508
	Iteration 43Q: 3 clusters Score -1634646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1634649.875000 Penalty: 4740.645508
	Iteration 44Q: 3 clusters Score -1634650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1634651.125000 Penalty: 4740.645508
	Iteration 45Q: 3 clusters Score -1634651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1634651.125000 Penalty: 4740.645508
	Iteration 46F: 3 clusters Score -1634651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (25355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Entering Unmasked Estep 
Score: -2892804.000000 Penalty: 2514.901367
	Iteration 0F: 2 clusters Score -2892804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2875215.750000 Penalty: 5029.802734
	Iteration 0F: 3 clusters Score -2875216 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2881334.250000 Penalty: 5029.802734
	Iteration 1F: 3 clusters Score -2881334 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2881867.000000 Penalty: 5029.802734
	Iteration 2F: 3 clusters Score -2881867 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2882396.250000 Penalty: 5029.802734
	Iteration 3Q: 3 clusters Score -2882396 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2882972.750000 Penalty: 5029.802734
	Iteration 4Q: 3 clusters Score -2882973 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2883595.750000 Penalty: 5029.802734
	Iteration 5F: 3 clusters Score -2883596 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2884221.250000 Penalty: 5029.802734
	Iteration 6Q: 3 clusters Score -2884221 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2884901.250000 Penalty: 5029.802734
	Iteration 7Q: 3 clusters Score -2884901 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2885630.750000 Penalty: 5029.802734
	Iteration 8F: 3 clusters Score -2885631 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2886371.000000 Penalty: 5029.802734
	Iteration 9Q: 3 clusters Score -2886371 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2887103.250000 Penalty: 5029.802734
	Iteration 10Q: 3 clusters Score -2887103 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2887822.750000 Penalty: 5029.802734
	Iteration 11Q: 3 clusters Score -2887823 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2888430.500000 Penalty: 5029.802734
	Iteration 12Q: 3 clusters Score -2888430 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2888887.000000 Penalty: 5029.802734
	Iteration 13Q: 3 clusters Score -2888887 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2889188.250000 Penalty: 5029.802734
	Iteration 14Q: 3 clusters Score -2889188 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2889383.750000 Penalty: 5029.802734
	Iteration 15Q: 3 clusters Score -2889384 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2889510.750000 Penalty: 5029.802734
	Iteration 16Q: 3 clusters Score -2889511 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2889605.250000 Penalty: 5029.802734
	Iteration 17Q: 3 clusters Score -2889605 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2889677.500000 Penalty: 5029.802734
	Iteration 18Q: 3 clusters Score -2889678 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2889724.500000 Penalty: 5029.802734
	Iteration 19Q: 3 clusters Score -2889724 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2889760.500000 Penalty: 5029.802734
	Iteration 20F: 3 clusters Score -2889760 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2889795.750000 Penalty: 5029.802734
	Iteration 21Q: 3 clusters Score -2889796 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2889830.500000 Penalty: 5029.802734
	Iteration 22Q: 3 clusters Score -2889830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2889844.750000 Penalty: 5029.802734
	Iteration 23Q: 3 clusters Score -2889845 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2889861.000000 Penalty: 5029.802734
	Iteration 24Q: 3 clusters Score -2889861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2889871.250000 Penalty: 5029.802734
	Iteration 25Q: 3 clusters Score -2889871 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2889890.750000 Penalty: 5029.802734
	Iteration 26Q: 3 clusters Score -2889891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2889896.000000 Penalty: 5029.802734
	Iteration 27Q: 3 clusters Score -2889896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2889899.000000 Penalty: 5029.802734
	Iteration 28Q: 3 clusters Score -2889899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2889888.500000 Penalty: 5029.802734
	Iteration 29Q: 3 clusters Score -2889888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2889900.000000 Penalty: 5029.802734
	Iteration 30Q: 3 clusters Score -2889900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2889894.750000 Penalty: 5029.802734
	Iteration 31Q: 3 clusters Score -2889895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2889907.000000 Penalty: 5029.802734
	Iteration 32Q: 3 clusters Score -2889907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2889901.250000 Penalty: 5029.802734
	Iteration 33Q: 3 clusters Score -2889901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2889904.500000 Penalty: 5029.802734
	Iteration 34Q: 3 clusters Score -2889904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2889904.250000 Penalty: 5029.802734
	Iteration 35Q: 3 clusters Score -2889904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2889901.250000 Penalty: 5029.802734
	Iteration 36Q: 3 clusters Score -2889901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2889903.000000 Penalty: 5029.802734
	Iteration 37Q: 3 clusters Score -2889903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2889903.000000 Penalty: 5029.802734
	Iteration 38Q: 3 clusters Score -2889903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2889909.500000 Penalty: 5029.802734
	Iteration 39Q: 3 clusters Score -2889910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2889910.000000 Penalty: 5029.802734
	Iteration 40F: 3 clusters Score -2889910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2889916.250000 Penalty: 5029.802734
	Iteration 41Q: 3 clusters Score -2889916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2889913.750000 Penalty: 5029.802734
	Iteration 42Q: 3 clusters Score -2889914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2889910.250000 Penalty: 5029.802734
	Iteration 43Q: 3 clusters Score -2889910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2889914.500000 Penalty: 5029.802734
	Iteration 44Q: 3 clusters Score -2889914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2889913.500000 Penalty: 5029.802734
	Iteration 45Q: 3 clusters Score -2889914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2889915.500000 Penalty: 5029.802734
	Iteration 46Q: 3 clusters Score -2889916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2889910.000000 Penalty: 5029.802734
	Iteration 47Q: 3 clusters Score -2889910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2889914.000000 Penalty: 5029.802734
	Iteration 48Q: 3 clusters Score -2889914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2889917.500000 Penalty: 5029.802734
	Iteration 49Q: 3 clusters Score -2889918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2889914.500000 Penalty: 5029.802734
	Iteration 50Q: 3 clusters Score -2889914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2889911.000000 Penalty: 5029.802734
	Iteration 51Q: 3 clusters Score -2889911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2889911.000000 Penalty: 5029.802734
	Iteration 52Q: 3 clusters Score -2889911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2889913.250000 Penalty: 5029.802734
	Iteration 53Q: 3 clusters Score -2889913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2889911.750000 Penalty: 5029.802734
	Iteration 54Q: 3 clusters Score -2889912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2889912.750000 Penalty: 5029.802734
	Iteration 55Q: 3 clusters Score -2889913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2889913.250000 Penalty: 5029.802734
	Iteration 56Q: 3 clusters Score -2889913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2889913.750000 Penalty: 5029.802734
	Iteration 57Q: 3 clusters Score -2889914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2889915.000000 Penalty: 5029.802734
	Iteration 58Q: 3 clusters Score -2889915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2889915.000000 Penalty: 5029.802734
	Iteration 59F: 3 clusters Score -2889915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -68299.742188 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -68299.74 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 347 members 
Entering Unmasked Estep 
Score: -66611.593750 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -66611.59 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66834.601562 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -66834.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66921.164062 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -66921.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66955.164062 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -66955.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66966.687500 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -66966.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66972.445312 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -66972.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66974.078125 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -66974.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66974.078125 Penalty: 3219.398926
	Iteration 7F: 3 clusters Score -66974.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (12923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Entering Unmasked Estep 
Score: -1486592.875000 Penalty: 2347.757324
	Iteration 0F: 2 clusters Score -1486593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1477054.500000 Penalty: 4695.514648
	Iteration 0F: 3 clusters Score -1477054 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1479997.750000 Penalty: 4695.514648
	Iteration 1F: 3 clusters Score -1479998 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1480262.375000 Penalty: 4695.514648
	Iteration 2F: 3 clusters Score -1480262 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1480474.000000 Penalty: 4695.514648
	Iteration 3Q: 3 clusters Score -1480474 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1480626.250000 Penalty: 4695.514648
	Iteration 4Q: 3 clusters Score -1480626 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1480744.750000 Penalty: 4695.514648
	Iteration 5Q: 3 clusters Score -1480745 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1480849.250000 Penalty: 4695.514648
	Iteration 6Q: 3 clusters Score -1480849 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1480941.875000 Penalty: 4695.514648
	Iteration 7Q: 3 clusters Score -1480942 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1481015.000000 Penalty: 4695.514648
	Iteration 8Q: 3 clusters Score -1481015 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1481100.000000 Penalty: 4695.514648
	Iteration 9Q: 3 clusters Score -1481100 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1481188.125000 Penalty: 4695.514648
	Iteration 10Q: 3 clusters Score -1481188 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1481262.250000 Penalty: 4695.514648
	Iteration 11Q: 3 clusters Score -1481262 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1481337.500000 Penalty: 4695.514648
	Iteration 12Q: 3 clusters Score -1481338 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1481400.750000 Penalty: 4695.514648
	Iteration 13Q: 3 clusters Score -1481401 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1481458.750000 Penalty: 4695.514648
	Iteration 14Q: 3 clusters Score -1481459 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1481521.375000 Penalty: 4695.514648
	Iteration 15Q: 3 clusters Score -1481521 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1481586.625000 Penalty: 4695.514648
	Iteration 16Q: 3 clusters Score -1481587 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1481653.750000 Penalty: 4695.514648
	Iteration 17Q: 3 clusters Score -1481654 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1481722.250000 Penalty: 4695.514648
	Iteration 18Q: 3 clusters Score -1481722 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1481786.375000 Penalty: 4695.514648
	Iteration 19Q: 3 clusters Score -1481786 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1481853.500000 Penalty: 4695.514648
	Iteration 20F: 3 clusters Score -1481854 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1481912.000000 Penalty: 4695.514648
	Iteration 21Q: 3 clusters Score -1481912 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1481977.000000 Penalty: 4695.514648
	Iteration 22Q: 3 clusters Score -1481977 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1482043.500000 Penalty: 4695.514648
	Iteration 23Q: 3 clusters Score -1482044 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1482104.875000 Penalty: 4695.514648
	Iteration 24Q: 3 clusters Score -1482105 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1482169.250000 Penalty: 4695.514648
	Iteration 25Q: 3 clusters Score -1482169 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1482245.875000 Penalty: 4695.514648
	Iteration 26Q: 3 clusters Score -1482246 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1482336.750000 Penalty: 4695.514648
	Iteration 27Q: 3 clusters Score -1482337 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1482449.875000 Penalty: 4695.514648
	Iteration 28Q: 3 clusters Score -1482450 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1482592.000000 Penalty: 4695.514648
	Iteration 29Q: 3 clusters Score -1482592 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1482766.500000 Penalty: 4695.514648
	Iteration 30Q: 3 clusters Score -1482766 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1482942.625000 Penalty: 4695.514648
	Iteration 31Q: 3 clusters Score -1482943 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1483121.625000 Penalty: 4695.514648
	Iteration 32Q: 3 clusters Score -1483122 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1483304.125000 Penalty: 4695.514648
	Iteration 33Q: 3 clusters Score -1483304 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1483491.875000 Penalty: 4695.514648
	Iteration 34Q: 3 clusters Score -1483492 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1483664.750000 Penalty: 4695.514648
	Iteration 35Q: 3 clusters Score -1483665 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1483818.125000 Penalty: 4695.514648
	Iteration 36Q: 3 clusters Score -1483818 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1483946.375000 Penalty: 4695.514648
	Iteration 37Q: 3 clusters Score -1483946 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1484058.000000 Penalty: 4695.514648
	Iteration 38Q: 3 clusters Score -1484058 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1484163.625000 Penalty: 4695.514648
	Iteration 39Q: 3 clusters Score -1484164 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1484259.375000 Penalty: 4695.514648
	Iteration 40F: 3 clusters Score -1484259 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1484340.250000 Penalty: 4695.514648
	Iteration 41Q: 3 clusters Score -1484340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1484381.000000 Penalty: 4695.514648
	Iteration 42Q: 3 clusters Score -1484381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1484412.625000 Penalty: 4695.514648
	Iteration 43Q: 3 clusters Score -1484413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1484447.875000 Penalty: 4695.514648
	Iteration 44Q: 3 clusters Score -1484448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1484481.500000 Penalty: 4695.514648
	Iteration 45Q: 3 clusters Score -1484482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1484496.500000 Penalty: 4695.514648
	Iteration 46Q: 3 clusters Score -1484496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1484509.000000 Penalty: 4695.514648
	Iteration 47Q: 3 clusters Score -1484509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1484519.250000 Penalty: 4695.514648
	Iteration 48Q: 3 clusters Score -1484519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1484526.125000 Penalty: 4695.514648
	Iteration 49Q: 3 clusters Score -1484526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1484541.625000 Penalty: 4695.514648
	Iteration 50Q: 3 clusters Score -1484542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1484554.250000 Penalty: 4695.514648
	Iteration 51Q: 3 clusters Score -1484554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1484559.125000 Penalty: 4695.514648
	Iteration 52Q: 3 clusters Score -1484559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1484560.625000 Penalty: 4695.514648
	Iteration 53Q: 3 clusters Score -1484561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1484562.750000 Penalty: 4695.514648
	Iteration 54Q: 3 clusters Score -1484563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1484565.375000 Penalty: 4695.514648
	Iteration 55Q: 3 clusters Score -1484565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1484566.250000 Penalty: 4695.514648
	Iteration 56Q: 3 clusters Score -1484566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1484566.250000 Penalty: 4695.514648
	Iteration 57F: 3 clusters Score -1484566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 53093 members 
Mstep: Class 4 contains 213919 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108281 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 128318 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13806 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25021 members 
Mstep: Class 28 contains 45391 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5251 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6778 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4748 members 
Mstep: Class 46 contains 35536 members 
Mstep: Class 47 contains 27800 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7996 members 
Mstep: Class 54 contains 10677 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16185 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3903 members 
Mstep: Class 67 contains 16887 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25355 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313056.000000 Penalty: 247769.875000
Iteration 359Q: 72 clusters Score -1.393131e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53101 members 
Mstep: Class 4 contains 213910 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 34500 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108280 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 128317 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13664 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13812 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8444 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25024 members 
Mstep: Class 28 contains 45389 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5252 members 
Mstep: Class 39 contains 14132 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6780 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4748 members 
Mstep: Class 46 contains 35482 members 
Mstep: Class 47 contains 27799 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7995 members 
Mstep: Class 54 contains 10686 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 16186 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8180 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20722 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3903 members 
Mstep: Class 67 contains 16888 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25356 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313136.000000 Penalty: 247769.875000
Iteration 360F: 72 clusters Score -1.393131e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53110 members 
Mstep: Class 4 contains 213913 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16131 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34500 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108279 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9750 members 
Mstep: Class 17 contains 128317 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13663 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13813 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8443 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25026 members 
Mstep: Class 28 contains 45388 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5249 members 
Mstep: Class 39 contains 14131 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6782 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 35412 members 
Mstep: Class 47 contains 27799 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7995 members 
Mstep: Class 54 contains 10698 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 16187 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20722 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12907 members 
Mstep: Class 66 contains 3905 members 
Mstep: Class 67 contains 16888 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25356 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313088.000000 Penalty: 247769.875000
Iteration 361Q: 72 clusters Score -1.393131e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53121 members 
Mstep: Class 4 contains 213912 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 16131 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34500 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108277 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9779 members 
Mstep: Class 17 contains 128315 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13663 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13821 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8446 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25029 members 
Mstep: Class 28 contains 45381 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5252 members 
Mstep: Class 39 contains 14131 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6785 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 35347 members 
Mstep: Class 47 contains 27798 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7994 members 
Mstep: Class 54 contains 10710 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 16188 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20722 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3904 members 
Mstep: Class 67 contains 16888 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25357 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313152.000000 Penalty: 247769.875000
Iteration 362Q: 72 clusters Score -1.393132e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53125 members 
Mstep: Class 4 contains 213917 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14689 members 
Mstep: Class 8 contains 16133 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34500 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108273 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9805 members 
Mstep: Class 17 contains 128314 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13663 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13828 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8449 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25032 members 
Mstep: Class 28 contains 45379 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5255 members 
Mstep: Class 39 contains 14131 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6787 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 35286 members 
Mstep: Class 47 contains 27796 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7992 members 
Mstep: Class 54 contains 10721 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 16189 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20722 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8404 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 646 members 
Mstep: Class 65 contains 12911 members 
Mstep: Class 66 contains 3906 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25359 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313088.000000 Penalty: 247769.875000
Iteration 363Q: 72 clusters Score -1.393131e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53138 members 
Mstep: Class 4 contains 213920 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 14687 members 
Mstep: Class 8 contains 16135 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34500 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108273 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9827 members 
Mstep: Class 17 contains 128314 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13662 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13834 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8450 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25034 members 
Mstep: Class 28 contains 45380 members 
Mstep: Class 29 contains 12005 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5257 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6788 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4748 members 
Mstep: Class 46 contains 35224 members 
Mstep: Class 47 contains 27793 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7993 members 
Mstep: Class 54 contains 10728 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 16195 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20722 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8406 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12911 members 
Mstep: Class 66 contains 3904 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25361 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313168.000000 Penalty: 247769.875000
Iteration 364Q: 72 clusters Score -1.393132e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53151 members 
Mstep: Class 4 contains 213922 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 14685 members 
Mstep: Class 8 contains 16139 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34500 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108270 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9852 members 
Mstep: Class 17 contains 128315 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13661 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13834 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8454 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25037 members 
Mstep: Class 28 contains 45383 members 
Mstep: Class 29 contains 12007 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 9581 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5255 members 
Mstep: Class 39 contains 14135 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6789 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4751 members 
Mstep: Class 46 contains 35148 members 
Mstep: Class 47 contains 27790 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7995 members 
Mstep: Class 54 contains 10742 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 16204 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20724 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8406 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3907 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14154 members 
Mstep: Class 69 contains 25363 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313168.000000 Penalty: 247769.875000
Iteration 365Q: 72 clusters Score -1.393132e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53157 members 
Mstep: Class 4 contains 213920 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14682 members 
Mstep: Class 8 contains 16143 members 
Mstep: Class 9 contains 143168 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108272 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 128316 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13836 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25041 members 
Mstep: Class 28 contains 45383 members 
Mstep: Class 29 contains 12011 members 
Mstep: Class 30 contains 10771 members 
Mstep: Class 31 contains 9582 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 5253 members 
Mstep: Class 39 contains 14135 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6790 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4750 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 27789 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7996 members 
Mstep: Class 54 contains 10756 members 
Mstep: Class 55 contains 1718 members 
Mstep: Class 56 contains 16209 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20726 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8406 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12911 members 
Mstep: Class 66 contains 3913 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25366 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313136.000000 Penalty: 247769.875000
Iteration 366Q: 72 clusters Score -1.393131e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53160 members 
Mstep: Class 4 contains 213920 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14681 members 
Mstep: Class 8 contains 16146 members 
Mstep: Class 9 contains 143167 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108269 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 128313 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13659 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13838 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8459 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25049 members 
Mstep: Class 28 contains 45384 members 
Mstep: Class 29 contains 12015 members 
Mstep: Class 30 contains 10768 members 
Mstep: Class 31 contains 9581 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5255 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6793 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4751 members 
Mstep: Class 46 contains 35026 members 
Mstep: Class 47 contains 27786 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7997 members 
Mstep: Class 54 contains 10773 members 
Mstep: Class 55 contains 1720 members 
Mstep: Class 56 contains 16212 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20725 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8406 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3914 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25370 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313184.000000 Penalty: 247769.875000
Iteration 367Q: 72 clusters Score -1.393132e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53168 members 
Mstep: Class 4 contains 213919 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 14682 members 
Mstep: Class 8 contains 16146 members 
Mstep: Class 9 contains 143164 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108267 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9919 members 
Mstep: Class 17 contains 128311 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13657 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13839 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25057 members 
Mstep: Class 28 contains 45385 members 
Mstep: Class 29 contains 12016 members 
Mstep: Class 30 contains 10766 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5255 members 
Mstep: Class 39 contains 14132 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6792 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4750 members 
Mstep: Class 46 contains 34965 members 
Mstep: Class 47 contains 27785 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7998 members 
Mstep: Class 54 contains 10793 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16215 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20726 members 
Mstep: Class 61 contains 1537 members 
Mstep: Class 62 contains 8407 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12913 members 
Mstep: Class 66 contains 3915 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25372 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313168.000000 Penalty: 247769.875000
Iteration 368Q: 72 clusters Score -1.393132e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53169 members 
Mstep: Class 4 contains 213912 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 14681 members 
Mstep: Class 8 contains 16146 members 
Mstep: Class 9 contains 143162 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34501 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108265 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9956 members 
Mstep: Class 17 contains 128310 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13657 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13848 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25062 members 
Mstep: Class 28 contains 45382 members 
Mstep: Class 29 contains 12018 members 
Mstep: Class 30 contains 10763 members 
Mstep: Class 31 contains 9581 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5261 members 
Mstep: Class 39 contains 14128 members 
Mstep: Class 40 contains 24764 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6793 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4752 members 
Mstep: Class 46 contains 34916 members 
Mstep: Class 47 contains 27784 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7997 members 
Mstep: Class 54 contains 10802 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16219 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20727 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8408 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3915 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25372 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313280.000000 Penalty: 247769.875000
Iteration 369Q: 72 clusters Score -1.393133e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 53173 members 
Mstep: Class 4 contains 213911 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 14681 members 
Mstep: Class 8 contains 16145 members 
Mstep: Class 9 contains 143161 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34499 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108259 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 9999 members 
Mstep: Class 17 contains 128306 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13659 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13858 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8462 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25063 members 
Mstep: Class 28 contains 45376 members 
Mstep: Class 29 contains 12017 members 
Mstep: Class 30 contains 10762 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5265 members 
Mstep: Class 39 contains 14128 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6796 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6876 members 
Mstep: Class 45 contains 4751 members 
Mstep: Class 46 contains 34850 members 
Mstep: Class 47 contains 27784 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7997 members 
Mstep: Class 54 contains 10818 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16217 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20728 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8409 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12909 members 
Mstep: Class 66 contains 3913 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25373 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 370Q: 72 clusters Score -1.393132e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 53185 members 
Mstep: Class 4 contains 213903 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 14681 members 
Mstep: Class 8 contains 16152 members 
Mstep: Class 9 contains 143159 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34498 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 108248 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10030 members 
Mstep: Class 17 contains 128305 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13657 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13868 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 8468 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25065 members 
Mstep: Class 28 contains 45371 members 
Mstep: Class 29 contains 12018 members 
Mstep: Class 30 contains 10764 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5269 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6797 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4753 members 
Mstep: Class 46 contains 34806 members 
Mstep: Class 47 contains 27784 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7997 members 
Mstep: Class 54 contains 10823 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16221 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20728 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8411 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12903 members 
Mstep: Class 66 contains 3912 members 
Mstep: Class 67 contains 16889 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25371 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313424.000000 Penalty: 247769.875000
Iteration 371Q: 72 clusters Score -1.393134e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 53191 members 
Mstep: Class 4 contains 213901 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 14679 members 
Mstep: Class 8 contains 16149 members 
Mstep: Class 9 contains 143157 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34497 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108245 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10052 members 
Mstep: Class 17 contains 128304 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13654 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13872 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8473 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25069 members 
Mstep: Class 28 contains 45369 members 
Mstep: Class 29 contains 12018 members 
Mstep: Class 30 contains 10763 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5273 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6798 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4753 members 
Mstep: Class 46 contains 34755 members 
Mstep: Class 47 contains 27783 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7998 members 
Mstep: Class 54 contains 10835 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16223 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20727 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8412 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3915 members 
Mstep: Class 67 contains 16890 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25372 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313424.000000 Penalty: 247769.875000
Iteration 372Q: 72 clusters Score -1.393134e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 53192 members 
Mstep: Class 4 contains 213899 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14678 members 
Mstep: Class 8 contains 16150 members 
Mstep: Class 9 contains 143155 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34495 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 108243 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10066 members 
Mstep: Class 17 contains 128303 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13654 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13875 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8472 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 25071 members 
Mstep: Class 28 contains 45367 members 
Mstep: Class 29 contains 12021 members 
Mstep: Class 30 contains 10760 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5275 members 
Mstep: Class 39 contains 14128 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6798 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4753 members 
Mstep: Class 46 contains 34726 members 
Mstep: Class 47 contains 27783 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7998 members 
Mstep: Class 54 contains 10846 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16223 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20727 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8412 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12905 members 
Mstep: Class 66 contains 3915 members 
Mstep: Class 67 contains 16891 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25375 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313504.000000 Penalty: 247769.875000
Iteration 373Q: 72 clusters Score -1.393135e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 53195 members 
Mstep: Class 4 contains 213898 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14677 members 
Mstep: Class 8 contains 16151 members 
Mstep: Class 9 contains 143154 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34493 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 108236 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10082 members 
Mstep: Class 17 contains 128303 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13653 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13876 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8473 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 25075 members 
Mstep: Class 28 contains 45362 members 
Mstep: Class 29 contains 12021 members 
Mstep: Class 30 contains 10760 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 14129 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6799 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4753 members 
Mstep: Class 46 contains 34704 members 
Mstep: Class 47 contains 27782 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7997 members 
Mstep: Class 54 contains 10854 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16225 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20727 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8412 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3917 members 
Mstep: Class 67 contains 16891 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25377 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313360.000000 Penalty: 247769.875000
Iteration 374Q: 72 clusters Score -1.393134e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 53196 members 
Mstep: Class 4 contains 213896 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14676 members 
Mstep: Class 8 contains 16151 members 
Mstep: Class 9 contains 143153 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34491 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108235 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 128303 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13653 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13879 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8472 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 25079 members 
Mstep: Class 28 contains 45361 members 
Mstep: Class 29 contains 12022 members 
Mstep: Class 30 contains 10759 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 5874 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 14128 members 
Mstep: Class 40 contains 24766 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6799 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4753 members 
Mstep: Class 46 contains 34680 members 
Mstep: Class 47 contains 27782 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7997 members 
Mstep: Class 54 contains 10861 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16228 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20727 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8412 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3917 members 
Mstep: Class 67 contains 16891 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25378 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313280.000000 Penalty: 247769.875000
Iteration 375Q: 72 clusters Score -1.393133e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53203 members 
Mstep: Class 4 contains 213894 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 14674 members 
Mstep: Class 8 contains 16153 members 
Mstep: Class 9 contains 143152 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34490 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 108229 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10102 members 
Mstep: Class 17 contains 128303 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13653 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13884 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 16233 members 
Mstep: Class 25 contains 8471 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 25085 members 
Mstep: Class 28 contains 45358 members 
Mstep: Class 29 contains 12024 members 
Mstep: Class 30 contains 10759 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12246 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 14128 members 
Mstep: Class 40 contains 24767 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6800 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4753 members 
Mstep: Class 46 contains 34646 members 
Mstep: Class 47 contains 27780 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7997 members 
Mstep: Class 54 contains 10868 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16236 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20727 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8413 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3917 members 
Mstep: Class 67 contains 16891 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25379 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313360.000000 Penalty: 247769.875000
Iteration 376Q: 72 clusters Score -1.393134e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53211 members 
Mstep: Class 4 contains 213891 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14673 members 
Mstep: Class 8 contains 16155 members 
Mstep: Class 9 contains 143152 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34489 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 108226 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 128302 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13653 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13889 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16234 members 
Mstep: Class 25 contains 8474 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 25086 members 
Mstep: Class 28 contains 45358 members 
Mstep: Class 29 contains 12024 members 
Mstep: Class 30 contains 10760 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12246 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 14128 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6801 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4753 members 
Mstep: Class 46 contains 34610 members 
Mstep: Class 47 contains 27780 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7994 members 
Mstep: Class 54 contains 10873 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16238 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20728 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8413 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3916 members 
Mstep: Class 67 contains 16892 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25380 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313344.000000 Penalty: 247769.875000
Iteration 377Q: 72 clusters Score -1.393133e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53212 members 
Mstep: Class 4 contains 213892 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 14671 members 
Mstep: Class 8 contains 16153 members 
Mstep: Class 9 contains 143151 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34488 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 108223 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10130 members 
Mstep: Class 17 contains 128302 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13652 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13894 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8474 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 25090 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12025 members 
Mstep: Class 30 contains 10760 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12246 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 14131 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6800 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4755 members 
Mstep: Class 46 contains 34584 members 
Mstep: Class 47 contains 27779 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7989 members 
Mstep: Class 54 contains 10875 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16245 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20728 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8413 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12905 members 
Mstep: Class 66 contains 3916 members 
Mstep: Class 67 contains 16894 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25382 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313440.000000 Penalty: 247769.875000
Iteration 378Q: 72 clusters Score -1.393134e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53215 members 
Mstep: Class 4 contains 213892 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 14670 members 
Mstep: Class 8 contains 16152 members 
Mstep: Class 9 contains 143149 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34486 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108217 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10149 members 
Mstep: Class 17 contains 128302 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13652 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13896 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8472 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 25094 members 
Mstep: Class 28 contains 45351 members 
Mstep: Class 29 contains 12029 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12246 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5275 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6802 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4755 members 
Mstep: Class 46 contains 34555 members 
Mstep: Class 47 contains 27776 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7987 members 
Mstep: Class 54 contains 10881 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16256 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20729 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8413 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12901 members 
Mstep: Class 66 contains 3917 members 
Mstep: Class 67 contains 16896 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25381 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313424.000000 Penalty: 247769.875000
Iteration 379Q: 72 clusters Score -1.393134e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53215 members 
Mstep: Class 4 contains 213893 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16153 members 
Mstep: Class 9 contains 143149 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34484 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108210 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10162 members 
Mstep: Class 17 contains 128302 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13652 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13898 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8473 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 25100 members 
Mstep: Class 28 contains 45348 members 
Mstep: Class 29 contains 12031 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6805 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4755 members 
Mstep: Class 46 contains 34531 members 
Mstep: Class 47 contains 27777 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7986 members 
Mstep: Class 54 contains 10884 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16259 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20729 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8413 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12900 members 
Mstep: Class 66 contains 3918 members 
Mstep: Class 67 contains 16898 members 
Mstep: Class 68 contains 14151 members 
Mstep: Class 69 contains 25380 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313520.000000 Penalty: 247769.875000
Iteration 380F: 72 clusters Score -1.393135e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53219 members 
Mstep: Class 4 contains 213894 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16155 members 
Mstep: Class 9 contains 143147 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34484 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108205 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10169 members 
Mstep: Class 17 contains 128302 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13902 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8474 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 25106 members 
Mstep: Class 28 contains 45348 members 
Mstep: Class 29 contains 12032 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 5874 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5275 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6806 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4755 members 
Mstep: Class 46 contains 34504 members 
Mstep: Class 47 contains 27775 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7985 members 
Mstep: Class 54 contains 10890 members 
Mstep: Class 55 contains 1719 members 
Mstep: Class 56 contains 16262 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20729 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12901 members 
Mstep: Class 66 contains 3917 members 
Mstep: Class 67 contains 16900 members 
Mstep: Class 68 contains 14148 members 
Mstep: Class 69 contains 25380 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313440.000000 Penalty: 247769.875000
Iteration 381Q: 72 clusters Score -1.393134e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53222 members 
Mstep: Class 4 contains 213891 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16157 members 
Mstep: Class 9 contains 143147 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34484 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108200 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10177 members 
Mstep: Class 17 contains 128302 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13902 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8478 members 
Mstep: Class 26 contains 8282 members 
Mstep: Class 27 contains 25109 members 
Mstep: Class 28 contains 45350 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5874 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6807 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4755 members 
Mstep: Class 46 contains 34474 members 
Mstep: Class 47 contains 27774 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7985 members 
Mstep: Class 54 contains 10901 members 
Mstep: Class 55 contains 1718 members 
Mstep: Class 56 contains 16262 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20730 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12901 members 
Mstep: Class 66 contains 3921 members 
Mstep: Class 67 contains 16901 members 
Mstep: Class 68 contains 14149 members 
Mstep: Class 69 contains 25381 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313280.000000 Penalty: 247769.875000
Iteration 382Q: 72 clusters Score -1.393133e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53231 members 
Mstep: Class 4 contains 213884 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34484 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108197 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10183 members 
Mstep: Class 17 contains 128303 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13910 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8485 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25112 members 
Mstep: Class 28 contains 45349 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5275 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24768 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6808 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4755 members 
Mstep: Class 46 contains 34434 members 
Mstep: Class 47 contains 27774 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7985 members 
Mstep: Class 54 contains 10913 members 
Mstep: Class 55 contains 1718 members 
Mstep: Class 56 contains 16265 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12901 members 
Mstep: Class 66 contains 3922 members 
Mstep: Class 67 contains 16902 members 
Mstep: Class 68 contains 14150 members 
Mstep: Class 69 contains 25381 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 383Q: 72 clusters Score -1.393132e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53232 members 
Mstep: Class 4 contains 213883 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34485 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108198 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10187 members 
Mstep: Class 17 contains 128303 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13916 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8485 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25112 members 
Mstep: Class 28 contains 45350 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5275 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24769 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6809 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4755 members 
Mstep: Class 46 contains 34407 members 
Mstep: Class 47 contains 27773 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7985 members 
Mstep: Class 54 contains 10917 members 
Mstep: Class 55 contains 1718 members 
Mstep: Class 56 contains 16266 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12902 members 
Mstep: Class 66 contains 3926 members 
Mstep: Class 67 contains 16903 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25381 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313184.000000 Penalty: 247769.875000
Iteration 384Q: 72 clusters Score -1.393132e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53234 members 
Mstep: Class 4 contains 213882 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16154 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34485 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108196 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 128301 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13921 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8489 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25115 members 
Mstep: Class 28 contains 45351 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6813 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 4756 members 
Mstep: Class 46 contains 34383 members 
Mstep: Class 47 contains 27772 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7984 members 
Mstep: Class 54 contains 10920 members 
Mstep: Class 55 contains 1717 members 
Mstep: Class 56 contains 16269 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12903 members 
Mstep: Class 66 contains 3929 members 
Mstep: Class 67 contains 16903 members 
Mstep: Class 68 contains 14153 members 
Mstep: Class 69 contains 25381 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313248.000000 Penalty: 247769.875000
Iteration 385Q: 72 clusters Score -1.393132e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53237 members 
Mstep: Class 4 contains 213878 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16155 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34485 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108196 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10192 members 
Mstep: Class 17 contains 128301 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13930 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8494 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25118 members 
Mstep: Class 28 contains 45350 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5274 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6817 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4756 members 
Mstep: Class 46 contains 34346 members 
Mstep: Class 47 contains 27773 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7983 members 
Mstep: Class 54 contains 10930 members 
Mstep: Class 55 contains 1716 members 
Mstep: Class 56 contains 16269 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3931 members 
Mstep: Class 67 contains 16904 members 
Mstep: Class 68 contains 14151 members 
Mstep: Class 69 contains 25383 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313216.000000 Penalty: 247769.875000
Iteration 386Q: 72 clusters Score -1.393132e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53237 members 
Mstep: Class 4 contains 213875 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34484 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108194 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10202 members 
Mstep: Class 17 contains 128301 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13940 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8501 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25120 members 
Mstep: Class 28 contains 45352 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5874 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5273 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6820 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4757 members 
Mstep: Class 46 contains 34308 members 
Mstep: Class 47 contains 27772 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7982 members 
Mstep: Class 54 contains 10938 members 
Mstep: Class 55 contains 1715 members 
Mstep: Class 56 contains 16270 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20732 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3931 members 
Mstep: Class 67 contains 16904 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25383 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 387Q: 72 clusters Score -1.393132e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53239 members 
Mstep: Class 4 contains 213869 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16157 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34484 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108193 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10211 members 
Mstep: Class 17 contains 128301 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13945 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8507 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25121 members 
Mstep: Class 28 contains 45352 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5272 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6824 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4757 members 
Mstep: Class 46 contains 34282 members 
Mstep: Class 47 contains 27771 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7981 members 
Mstep: Class 54 contains 10946 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 16270 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12903 members 
Mstep: Class 66 contains 3934 members 
Mstep: Class 67 contains 16904 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25384 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313184.000000 Penalty: 247769.875000
Iteration 388Q: 72 clusters Score -1.393132e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213863 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16162 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34483 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108192 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 128301 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8513 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25122 members 
Mstep: Class 28 contains 45352 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5271 members 
Mstep: Class 39 contains 14131 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6826 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4757 members 
Mstep: Class 46 contains 34253 members 
Mstep: Class 47 contains 27771 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7981 members 
Mstep: Class 54 contains 10950 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 16269 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12903 members 
Mstep: Class 66 contains 3937 members 
Mstep: Class 67 contains 16904 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25383 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313264.000000 Penalty: 247769.875000
Iteration 389Q: 72 clusters Score -1.393133e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53249 members 
Mstep: Class 4 contains 213856 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34485 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108189 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10235 members 
Mstep: Class 17 contains 128301 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13956 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8518 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25123 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5271 members 
Mstep: Class 39 contains 14131 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6829 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4757 members 
Mstep: Class 46 contains 34223 members 
Mstep: Class 47 contains 27770 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7981 members 
Mstep: Class 54 contains 10954 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 16272 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3939 members 
Mstep: Class 67 contains 16904 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25383 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313264.000000 Penalty: 247769.875000
Iteration 390Q: 72 clusters Score -1.393133e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53247 members 
Mstep: Class 4 contains 213846 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34483 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108187 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10247 members 
Mstep: Class 17 contains 128300 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13961 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8523 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25123 members 
Mstep: Class 28 contains 45357 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5271 members 
Mstep: Class 39 contains 14130 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6828 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4757 members 
Mstep: Class 46 contains 34205 members 
Mstep: Class 47 contains 27770 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7981 members 
Mstep: Class 54 contains 10960 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 16272 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 16904 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25383 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313312.000000 Penalty: 247769.875000
Iteration 391Q: 72 clusters Score -1.393133e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53249 members 
Mstep: Class 4 contains 213849 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16166 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34483 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108186 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 128299 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13965 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8525 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25123 members 
Mstep: Class 28 contains 45356 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5271 members 
Mstep: Class 39 contains 14128 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6829 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4757 members 
Mstep: Class 46 contains 34179 members 
Mstep: Class 47 contains 27770 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7981 members 
Mstep: Class 54 contains 10964 members 
Mstep: Class 55 contains 1714 members 
Mstep: Class 56 contains 16272 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20730 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 16905 members 
Mstep: Class 68 contains 14152 members 
Mstep: Class 69 contains 25384 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313200.000000 Penalty: 247769.875000
Iteration 392Q: 72 clusters Score -1.393132e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53248 members 
Mstep: Class 4 contains 213849 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 34485 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108187 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10272 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13968 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8528 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25127 members 
Mstep: Class 28 contains 45356 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5873 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5271 members 
Mstep: Class 39 contains 14129 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6829 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34153 members 
Mstep: Class 47 contains 27768 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7981 members 
Mstep: Class 54 contains 10967 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16274 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8179 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20727 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3944 members 
Mstep: Class 67 contains 16908 members 
Mstep: Class 68 contains 14150 members 
Mstep: Class 69 contains 25386 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313152.000000 Penalty: 247769.875000
Iteration 393Q: 72 clusters Score -1.393132e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213843 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34485 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108185 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13643 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13974 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8530 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25127 members 
Mstep: Class 28 contains 45357 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5270 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6830 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34129 members 
Mstep: Class 47 contains 27768 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7980 members 
Mstep: Class 54 contains 10968 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16276 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8178 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20725 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12904 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 16911 members 
Mstep: Class 68 contains 14148 members 
Mstep: Class 69 contains 25393 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313120.000000 Penalty: 247769.875000
Iteration 394Q: 72 clusters Score -1.393131e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213843 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34485 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108183 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10292 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13642 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13979 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8535 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25129 members 
Mstep: Class 28 contains 45359 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5271 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6830 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34105 members 
Mstep: Class 47 contains 27768 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7978 members 
Mstep: Class 54 contains 10970 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16274 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20725 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 16914 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25394 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313152.000000 Penalty: 247769.875000
Iteration 395Q: 72 clusters Score -1.393132e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53244 members 
Mstep: Class 4 contains 213836 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34482 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108180 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10303 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13643 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13985 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8539 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25131 members 
Mstep: Class 28 contains 45358 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5272 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6830 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34086 members 
Mstep: Class 47 contains 27768 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7975 members 
Mstep: Class 54 contains 10971 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16275 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20725 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 16917 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25401 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313184.000000 Penalty: 247769.875000
Iteration 396Q: 72 clusters Score -1.393132e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53244 members 
Mstep: Class 4 contains 213832 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34482 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108178 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10316 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13993 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8542 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25132 members 
Mstep: Class 28 contains 45357 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5272 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6829 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34068 members 
Mstep: Class 47 contains 27768 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7975 members 
Mstep: Class 54 contains 10971 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16273 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20723 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12909 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 16916 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25408 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 397Q: 72 clusters Score -1.393132e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53240 members 
Mstep: Class 4 contains 213827 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16166 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34482 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108178 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10332 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 13997 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8542 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25133 members 
Mstep: Class 28 contains 45356 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5270 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6829 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34053 members 
Mstep: Class 47 contains 27768 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7976 members 
Mstep: Class 54 contains 10971 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16273 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 16916 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25413 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313168.000000 Penalty: 247769.875000
Iteration 398Q: 72 clusters Score -1.393132e+08 nChanged 60
Entering ConstructFrom: 
Score: -139313168.000000 Penalty: 247769.875000
Entering ConstructFrom: 
Trying to split cluster 1 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -310047.937500 Penalty: 1977.939941
	Iteration 0F: 2 clusters Score -310047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -306853.156250 Penalty: 3955.879883
	Iteration 0F: 3 clusters Score -306853.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -307459.625000 Penalty: 3955.879883
	Iteration 1F: 3 clusters Score -307459.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -307601.187500 Penalty: 3955.879883
	Iteration 2F: 3 clusters Score -307601.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -307686.906250 Penalty: 3955.879883
	Iteration 3Q: 3 clusters Score -307686.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -307740.937500 Penalty: 3955.879883
	Iteration 4Q: 3 clusters Score -307740.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -307770.812500 Penalty: 3955.879883
	Iteration 5Q: 3 clusters Score -307770.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -307797.187500 Penalty: 3955.879883
	Iteration 6Q: 3 clusters Score -307797.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -307820.218750 Penalty: 3955.879883
	Iteration 7Q: 3 clusters Score -307820.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -307838.031250 Penalty: 3955.879883
	Iteration 8Q: 3 clusters Score -307838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -307851.937500 Penalty: 3955.879883
	Iteration 9Q: 3 clusters Score -307851.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -307864.343750 Penalty: 3955.879883
	Iteration 10Q: 3 clusters Score -307864.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -307878.562500 Penalty: 3955.879883
	Iteration 11Q: 3 clusters Score -307878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -307885.781250 Penalty: 3955.879883
	Iteration 12Q: 3 clusters Score -307885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -307891.406250 Penalty: 3955.879883
	Iteration 13Q: 3 clusters Score -307891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -307899.656250 Penalty: 3955.879883
	Iteration 14Q: 3 clusters Score -307899.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -307907.968750 Penalty: 3955.879883
	Iteration 15Q: 3 clusters Score -307908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -307915.812500 Penalty: 3955.879883
	Iteration 16Q: 3 clusters Score -307915.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -307925.781250 Penalty: 3955.879883
	Iteration 17Q: 3 clusters Score -307925.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -307934.187500 Penalty: 3955.879883
	Iteration 18Q: 3 clusters Score -307934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -307940.343750 Penalty: 3955.879883
	Iteration 19Q: 3 clusters Score -307940.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -307944.875000 Penalty: 3955.879883
	Iteration 20F: 3 clusters Score -307944.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -307951.937500 Penalty: 3955.879883
	Iteration 21Q: 3 clusters Score -307951.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -307957.750000 Penalty: 3955.879883
	Iteration 22Q: 3 clusters Score -307957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -307963.218750 Penalty: 3955.879883
	Iteration 23Q: 3 clusters Score -307963.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -307973.250000 Penalty: 3955.879883
	Iteration 24Q: 3 clusters Score -307973.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -307983.625000 Penalty: 3955.879883
	Iteration 25Q: 3 clusters Score -307983.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -307993.218750 Penalty: 3955.879883
	Iteration 26Q: 3 clusters Score -307993.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -308002.375000 Penalty: 3955.879883
	Iteration 27Q: 3 clusters Score -308002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -308007.843750 Penalty: 3955.879883
	Iteration 28Q: 3 clusters Score -308007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -308012.062500 Penalty: 3955.879883
	Iteration 29Q: 3 clusters Score -308012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -308015.968750 Penalty: 3955.879883
	Iteration 30Q: 3 clusters Score -308016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -308019.687500 Penalty: 3955.879883
	Iteration 31Q: 3 clusters Score -308019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -308022.531250 Penalty: 3955.879883
	Iteration 32Q: 3 clusters Score -308022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -308026.125000 Penalty: 3955.879883
	Iteration 33Q: 3 clusters Score -308026.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -308028.375000 Penalty: 3955.879883
	Iteration 34Q: 3 clusters Score -308028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -308029.781250 Penalty: 3955.879883
	Iteration 35Q: 3 clusters Score -308029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -308031.031250 Penalty: 3955.879883
	Iteration 36Q: 3 clusters Score -308031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -308031.750000 Penalty: 3955.879883
	Iteration 37Q: 3 clusters Score -308031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -308035.000000 Penalty: 3955.879883
	Iteration 38Q: 3 clusters Score -308035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -308037.187500 Penalty: 3955.879883
	Iteration 39Q: 3 clusters Score -308037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -308038.093750 Penalty: 3955.879883
	Iteration 40F: 3 clusters Score -308038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -308040.468750 Penalty: 3955.879883
	Iteration 41Q: 3 clusters Score -308040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -308041.843750 Penalty: 3955.879883
	Iteration 42Q: 3 clusters Score -308041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -308041.687500 Penalty: 3955.879883
	Iteration 43Q: 3 clusters Score -308041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -308043.406250 Penalty: 3955.879883
	Iteration 44Q: 3 clusters Score -308043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -308043.750000 Penalty: 3955.879883
	Iteration 45Q: 3 clusters Score -308043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -308045.062500 Penalty: 3955.879883
	Iteration 46Q: 3 clusters Score -308045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -308046.031250 Penalty: 3955.879883
	Iteration 47Q: 3 clusters Score -308046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -308047.750000 Penalty: 3955.879883
	Iteration 48Q: 3 clusters Score -308047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -308047.750000 Penalty: 3955.879883
	Iteration 49F: 3 clusters Score -308047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -786744.625000 Penalty: 2197.860840
	Iteration 0F: 2 clusters Score -786744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -780943.062500 Penalty: 4395.721680
	Iteration 0F: 3 clusters Score -780943.1 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -782492.062500 Penalty: 4395.721680
	Iteration 1F: 3 clusters Score -782492.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -782766.000000 Penalty: 4395.721680
	Iteration 2F: 3 clusters Score -782766 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -782982.062500 Penalty: 4395.721680
	Iteration 3F: 3 clusters Score -782982.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -783161.687500 Penalty: 4395.721680
	Iteration 4Q: 3 clusters Score -783161.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -783354.312500 Penalty: 4395.721680
	Iteration 5Q: 3 clusters Score -783354.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -783524.250000 Penalty: 4395.721680
	Iteration 6Q: 3 clusters Score -783524.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -783702.125000 Penalty: 4395.721680
	Iteration 7Q: 3 clusters Score -783702.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -783889.062500 Penalty: 4395.721680
	Iteration 8Q: 3 clusters Score -783889.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -784102.125000 Penalty: 4395.721680
	Iteration 9Q: 3 clusters Score -784102.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -784389.437500 Penalty: 4395.721680
	Iteration 10Q: 3 clusters Score -784389.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -784664.187500 Penalty: 4395.721680
	Iteration 11Q: 3 clusters Score -784664.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -784908.375000 Penalty: 4395.721680
	Iteration 12Q: 3 clusters Score -784908.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -785146.187500 Penalty: 4395.721680
	Iteration 13Q: 3 clusters Score -785146.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -785342.750000 Penalty: 4395.721680
	Iteration 14Q: 3 clusters Score -785342.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -785508.562500 Penalty: 4395.721680
	Iteration 15Q: 3 clusters Score -785508.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -785635.875000 Penalty: 4395.721680
	Iteration 16Q: 3 clusters Score -785635.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -785727.687500 Penalty: 4395.721680
	Iteration 17Q: 3 clusters Score -785727.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -785780.500000 Penalty: 4395.721680
	Iteration 18Q: 3 clusters Score -785780.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -785826.062500 Penalty: 4395.721680
	Iteration 19Q: 3 clusters Score -785826.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -785866.875000 Penalty: 4395.721680
	Iteration 20F: 3 clusters Score -785866.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -785917.000000 Penalty: 4395.721680
	Iteration 21Q: 3 clusters Score -785917 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -785968.625000 Penalty: 4395.721680
	Iteration 22Q: 3 clusters Score -785968.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -786017.312500 Penalty: 4395.721680
	Iteration 23Q: 3 clusters Score -786017.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -786075.750000 Penalty: 4395.721680
	Iteration 24Q: 3 clusters Score -786075.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -786127.437500 Penalty: 4395.721680
	Iteration 25Q: 3 clusters Score -786127.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -786209.125000 Penalty: 4395.721680
	Iteration 26Q: 3 clusters Score -786209.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -786315.875000 Penalty: 4395.721680
	Iteration 27Q: 3 clusters Score -786315.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -786393.812500 Penalty: 4395.721680
	Iteration 28Q: 3 clusters Score -786393.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -786446.875000 Penalty: 4395.721680
	Iteration 29Q: 3 clusters Score -786446.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -786473.500000 Penalty: 4395.721680
	Iteration 30Q: 3 clusters Score -786473.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -786486.187500 Penalty: 4395.721680
	Iteration 31Q: 3 clusters Score -786486.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -786488.812500 Penalty: 4395.721680
	Iteration 32Q: 3 clusters Score -786488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -786490.437500 Penalty: 4395.721680
	Iteration 33Q: 3 clusters Score -786490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -786492.437500 Penalty: 4395.721680
	Iteration 34Q: 3 clusters Score -786492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -786492.812500 Penalty: 4395.721680
	Iteration 35Q: 3 clusters Score -786492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -786492.875000 Penalty: 4395.721680
	Iteration 36Q: 3 clusters Score -786492.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -786492.875000 Penalty: 4395.721680
	Iteration 37F: 3 clusters Score -786492.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Entering Unmasked Estep 
Score: -6061739.000000 Penalty: 2698.880859
	Iteration 0F: 2 clusters Score -6061739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -6025987.500000 Penalty: 5397.761719
	Iteration 0F: 3 clusters Score -6025988 nChanged 24614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6039411.500000 Penalty: 5397.761719
	Iteration 1F: 3 clusters Score -6039412 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -6039843.000000 Penalty: 5397.761719
	Iteration 2Q: 3 clusters Score -6039843 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -6040266.500000 Penalty: 5397.761719
	Iteration 3Q: 3 clusters Score -6040266 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -6040556.000000 Penalty: 5397.761719
	Iteration 4Q: 3 clusters Score -6040556 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -6040873.500000 Penalty: 5397.761719
	Iteration 5Q: 3 clusters Score -6040874 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -6041178.000000 Penalty: 5397.761719
	Iteration 6Q: 3 clusters Score -6041178 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -6041492.500000 Penalty: 5397.761719
	Iteration 7Q: 3 clusters Score -6041492 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -6041934.500000 Penalty: 5397.761719
	Iteration 8Q: 3 clusters Score -6041934 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -6042483.500000 Penalty: 5397.761719
	Iteration 9Q: 3 clusters Score -6042484 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -6043356.500000 Penalty: 5397.761719
	Iteration 10Q: 3 clusters Score -6043356 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -6044765.500000 Penalty: 5397.761719
	Iteration 11Q: 3 clusters Score -6044766 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6046805.500000 Penalty: 5397.761719
	Iteration 12F: 3 clusters Score -6046806 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -6049663.000000 Penalty: 5397.761719
	Iteration 13F: 3 clusters Score -6049663 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -6052948.000000 Penalty: 5397.761719
	Iteration 14F: 3 clusters Score -6052948 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6055850.000000 Penalty: 5397.761719
	Iteration 15F: 3 clusters Score -6055850 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6057700.500000 Penalty: 5397.761719
	Iteration 16Q: 3 clusters Score -6057700 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6058563.000000 Penalty: 5397.761719
	Iteration 17Q: 3 clusters Score -6058563 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6058989.000000 Penalty: 5397.761719
	Iteration 18Q: 3 clusters Score -6058989 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6059236.000000 Penalty: 5397.761719
	Iteration 19Q: 3 clusters Score -6059236 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6059364.000000 Penalty: 5397.761719
	Iteration 20F: 3 clusters Score -6059364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6059451.000000 Penalty: 5397.761719
	Iteration 21Q: 3 clusters Score -6059451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6059492.500000 Penalty: 5397.761719
	Iteration 22Q: 3 clusters Score -6059492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6059535.500000 Penalty: 5397.761719
	Iteration 23Q: 3 clusters Score -6059536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6059555.500000 Penalty: 5397.761719
	Iteration 24Q: 3 clusters Score -6059556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6059574.000000 Penalty: 5397.761719
	Iteration 25Q: 3 clusters Score -6059574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6059589.000000 Penalty: 5397.761719
	Iteration 26Q: 3 clusters Score -6059589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6059596.500000 Penalty: 5397.761719
	Iteration 27Q: 3 clusters Score -6059596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6059601.500000 Penalty: 5397.761719
	Iteration 28Q: 3 clusters Score -6059602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6059609.000000 Penalty: 5397.761719
	Iteration 29Q: 3 clusters Score -6059609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6059615.000000 Penalty: 5397.761719
	Iteration 30Q: 3 clusters Score -6059615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6059616.000000 Penalty: 5397.761719
	Iteration 31Q: 3 clusters Score -6059616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6059614.500000 Penalty: 5397.761719
	Iteration 32Q: 3 clusters Score -6059614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6059613.500000 Penalty: 5397.761719
	Iteration 33Q: 3 clusters Score -6059614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6059612.500000 Penalty: 5397.761719
	Iteration 34Q: 3 clusters Score -6059612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6059615.000000 Penalty: 5397.761719
	Iteration 35Q: 3 clusters Score -6059615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6059621.000000 Penalty: 5397.761719
	Iteration 36Q: 3 clusters Score -6059621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6059620.000000 Penalty: 5397.761719
	Iteration 37Q: 3 clusters Score -6059620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6059620.000000 Penalty: 5397.761719
	Iteration 38Q: 3 clusters Score -6059620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6059621.000000 Penalty: 5397.761719
	Iteration 39Q: 3 clusters Score -6059621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6059615.500000 Penalty: 5397.761719
	Iteration 40F: 3 clusters Score -6059616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6059624.000000 Penalty: 5397.761719
	Iteration 41Q: 3 clusters Score -6059624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6059630.500000 Penalty: 5397.761719
	Iteration 42Q: 3 clusters Score -6059630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6059630.500000 Penalty: 5397.761719
	Iteration 43F: 3 clusters Score -6059630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213822 members 
Entering Unmasked Estep 
Score: -24547830.000000 Penalty: 3043.679199
	Iteration 0F: 2 clusters Score -2.454783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106643 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -24425092.000000 Penalty: 6087.358398
	Iteration 0F: 3 clusters Score -2.442509e+07 nChanged 102730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -24485334.000000 Penalty: 6087.358398
	Iteration 1F: 3 clusters Score -2.448533e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -24486958.000000 Penalty: 6087.358398
	Iteration 2Q: 3 clusters Score -2.448696e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 111885 members 
Entering Unmasked Estep 
Score: -24489106.000000 Penalty: 6087.358398
	Iteration 3Q: 3 clusters Score -2.448911e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Mstep: Class 2 contains 113882 members 
Entering Unmasked Estep 
Score: -24491960.000000 Penalty: 6087.358398
	Iteration 4Q: 3 clusters Score -2.449196e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 116654 members 
Entering Unmasked Estep 
Score: -24495438.000000 Penalty: 6087.358398
	Iteration 5Q: 3 clusters Score -2.449544e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 120527 members 
Entering Unmasked Estep 
Score: -24500460.000000 Penalty: 6087.358398
	Iteration 6Q: 3 clusters Score -2.450046e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 125920 members 
Entering Unmasked Estep 
Score: -24506636.000000 Penalty: 6087.358398
	Iteration 7F: 3 clusters Score -2.450664e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 133029 members 
Entering Unmasked Estep 
Score: -24513198.000000 Penalty: 6087.358398
	Iteration 8F: 3 clusters Score -2.45132e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 142143 members 
Entering Unmasked Estep 
Score: -24520128.000000 Penalty: 6087.358398
	Iteration 9F: 3 clusters Score -2.452013e+07 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -24526880.000000 Penalty: 6087.358398
	Iteration 10F: 3 clusters Score -2.452688e+07 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -24532842.000000 Penalty: 6087.358398
	Iteration 11F: 3 clusters Score -2.453284e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 174803 members 
Entering Unmasked Estep 
Score: -24537256.000000 Penalty: 6087.358398
	Iteration 12F: 3 clusters Score -2.453726e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 184446 members 
Entering Unmasked Estep 
Score: -24540170.000000 Penalty: 6087.358398
	Iteration 13Q: 3 clusters Score -2.454017e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 192228 members 
Entering Unmasked Estep 
Score: -24541956.000000 Penalty: 6087.358398
	Iteration 14Q: 3 clusters Score -2.454196e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 198171 members 
Entering Unmasked Estep 
Score: -24543092.000000 Penalty: 6087.358398
	Iteration 15Q: 3 clusters Score -2.454309e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 202477 members 
Entering Unmasked Estep 
Score: -24543762.000000 Penalty: 6087.358398
	Iteration 16Q: 3 clusters Score -2.454376e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 205476 members 
Entering Unmasked Estep 
Score: -24544250.000000 Penalty: 6087.358398
	Iteration 17Q: 3 clusters Score -2.454425e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 207500 members 
Entering Unmasked Estep 
Score: -24544638.000000 Penalty: 6087.358398
	Iteration 18Q: 3 clusters Score -2.454464e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 208917 members 
Entering Unmasked Estep 
Score: -24544976.000000 Penalty: 6087.358398
	Iteration 19Q: 3 clusters Score -2.454498e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 209872 members 
Entering Unmasked Estep 
Score: -24545040.000000 Penalty: 6087.358398
	Iteration 20F: 3 clusters Score -2.454504e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 210543 members 
Entering Unmasked Estep 
Score: -24545148.000000 Penalty: 6087.358398
	Iteration 21Q: 3 clusters Score -2.454515e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 211003 members 
Entering Unmasked Estep 
Score: -24545206.000000 Penalty: 6087.358398
	Iteration 22Q: 3 clusters Score -2.454521e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 211331 members 
Entering Unmasked Estep 
Score: -24545338.000000 Penalty: 6087.358398
	Iteration 23Q: 3 clusters Score -2.454534e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 211549 members 
Entering Unmasked Estep 
Score: -24545378.000000 Penalty: 6087.358398
	Iteration 24Q: 3 clusters Score -2.454538e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 211695 members 
Entering Unmasked Estep 
Score: -24545416.000000 Penalty: 6087.358398
	Iteration 25Q: 3 clusters Score -2.454542e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 211821 members 
Entering Unmasked Estep 
Score: -24545460.000000 Penalty: 6087.358398
	Iteration 26Q: 3 clusters Score -2.454546e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 211915 members 
Entering Unmasked Estep 
Score: -24545516.000000 Penalty: 6087.358398
	Iteration 27Q: 3 clusters Score -2.454552e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 211981 members 
Entering Unmasked Estep 
Score: -24545544.000000 Penalty: 6087.358398
	Iteration 28Q: 3 clusters Score -2.454554e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 212039 members 
Entering Unmasked Estep 
Score: -24545560.000000 Penalty: 6087.358398
	Iteration 29Q: 3 clusters Score -2.454556e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 212089 members 
Entering Unmasked Estep 
Score: -24545562.000000 Penalty: 6087.358398
	Iteration 30Q: 3 clusters Score -2.454556e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 212135 members 
Entering Unmasked Estep 
Score: -24545602.000000 Penalty: 6087.358398
	Iteration 31Q: 3 clusters Score -2.45456e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 212181 members 
Entering Unmasked Estep 
Score: -24545608.000000 Penalty: 6087.358398
	Iteration 32Q: 3 clusters Score -2.454561e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 212228 members 
Entering Unmasked Estep 
Score: -24545638.000000 Penalty: 6087.358398
	Iteration 33Q: 3 clusters Score -2.454564e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 212274 members 
Entering Unmasked Estep 
Score: -24545636.000000 Penalty: 6087.358398
	Iteration 34Q: 3 clusters Score -2.454564e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 212313 members 
Entering Unmasked Estep 
Score: -24545662.000000 Penalty: 6087.358398
	Iteration 35Q: 3 clusters Score -2.454566e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 212352 members 
Entering Unmasked Estep 
Score: -24545682.000000 Penalty: 6087.358398
	Iteration 36Q: 3 clusters Score -2.454568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 212380 members 
Entering Unmasked Estep 
Score: -24545690.000000 Penalty: 6087.358398
	Iteration 37Q: 3 clusters Score -2.454569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 212400 members 
Entering Unmasked Estep 
Score: -24545682.000000 Penalty: 6087.358398
	Iteration 38Q: 3 clusters Score -2.454568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 212420 members 
Entering Unmasked Estep 
Score: -24545660.000000 Penalty: 6087.358398
	Iteration 39Q: 3 clusters Score -2.454566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 212430 members 
Entering Unmasked Estep 
Score: -24545652.000000 Penalty: 6087.358398
	Iteration 40F: 3 clusters Score -2.454565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 212441 members 
Entering Unmasked Estep 
Score: -24545648.000000 Penalty: 6087.358398
	Iteration 41Q: 3 clusters Score -2.454565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 212450 members 
Entering Unmasked Estep 
Score: -24545660.000000 Penalty: 6087.358398
	Iteration 42Q: 3 clusters Score -2.454566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 212461 members 
Entering Unmasked Estep 
Score: -24545662.000000 Penalty: 6087.358398
	Iteration 43Q: 3 clusters Score -2.454566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 212467 members 
Entering Unmasked Estep 
Score: -24545684.000000 Penalty: 6087.358398
	Iteration 44Q: 3 clusters Score -2.454568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 212474 members 
Entering Unmasked Estep 
Score: -24545676.000000 Penalty: 6087.358398
	Iteration 45Q: 3 clusters Score -2.454568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 212481 members 
Entering Unmasked Estep 
Score: -24545696.000000 Penalty: 6087.358398
	Iteration 46Q: 3 clusters Score -2.45457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 212483 members 
Entering Unmasked Estep 
Score: -24545700.000000 Penalty: 6087.358398
	Iteration 47Q: 3 clusters Score -2.45457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 212485 members 
Entering Unmasked Estep 
Score: -24545706.000000 Penalty: 6087.358398
	Iteration 48Q: 3 clusters Score -2.454571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 212485 members 
Entering Unmasked Estep 
Score: -24545706.000000 Penalty: 6087.358398
	Iteration 49F: 3 clusters Score -2.454571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -884739.937500 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -884739.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -878262.750000 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -878262.8 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -879973.937500 Penalty: 4465.095703
	Iteration 1F: 3 clusters Score -879973.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -880258.687500 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -880258.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -880472.375000 Penalty: 4465.095703
	Iteration 3F: 3 clusters Score -880472.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -880614.187500 Penalty: 4465.095703
	Iteration 4Q: 3 clusters Score -880614.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -880746.000000 Penalty: 4465.095703
	Iteration 5Q: 3 clusters Score -880746 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -880877.937500 Penalty: 4465.095703
	Iteration 6Q: 3 clusters Score -880877.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -881031.375000 Penalty: 4465.095703
	Iteration 7Q: 3 clusters Score -881031.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -881182.750000 Penalty: 4465.095703
	Iteration 8Q: 3 clusters Score -881182.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -881348.625000 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -881348.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -881545.437500 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -881545.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -881788.375000 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -881788.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -882116.250000 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -882116.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -882470.875000 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -882470.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -882810.562500 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -882810.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -883098.125000 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -883098.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -883326.500000 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -883326.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -883492.687500 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -883492.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -883621.562500 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -883621.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -883685.500000 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -883685.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -883726.812500 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -883726.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -883749.937500 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -883749.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -883768.750000 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -883768.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -883778.500000 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -883778.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -883786.312500 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -883786.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -883792.375000 Penalty: 4465.095703
	Iteration 25Q: 3 clusters Score -883792.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -883799.187500 Penalty: 4465.095703
	Iteration 26Q: 3 clusters Score -883799.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -883808.062500 Penalty: 4465.095703
	Iteration 27Q: 3 clusters Score -883808.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -883817.812500 Penalty: 4465.095703
	Iteration 28Q: 3 clusters Score -883817.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -883823.125000 Penalty: 4465.095703
	Iteration 29Q: 3 clusters Score -883823.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -883828.125000 Penalty: 4465.095703
	Iteration 30Q: 3 clusters Score -883828.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -883839.500000 Penalty: 4465.095703
	Iteration 31Q: 3 clusters Score -883839.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -883848.937500 Penalty: 4465.095703
	Iteration 32Q: 3 clusters Score -883848.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -883855.937500 Penalty: 4465.095703
	Iteration 33Q: 3 clusters Score -883855.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -883864.500000 Penalty: 4465.095703
	Iteration 34Q: 3 clusters Score -883864.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -883868.625000 Penalty: 4465.095703
	Iteration 35Q: 3 clusters Score -883868.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -883878.687500 Penalty: 4465.095703
	Iteration 36Q: 3 clusters Score -883878.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -883886.250000 Penalty: 4465.095703
	Iteration 37Q: 3 clusters Score -883886.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -883898.062500 Penalty: 4465.095703
	Iteration 38Q: 3 clusters Score -883898.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -883913.125000 Penalty: 4465.095703
	Iteration 39Q: 3 clusters Score -883913.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -883929.187500 Penalty: 4465.095703
	Iteration 40F: 3 clusters Score -883929.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -883942.250000 Penalty: 4465.095703
	Iteration 41Q: 3 clusters Score -883942.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -883953.750000 Penalty: 4465.095703
	Iteration 42Q: 3 clusters Score -883953.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -883964.750000 Penalty: 4465.095703
	Iteration 43Q: 3 clusters Score -883964.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -883977.562500 Penalty: 4465.095703
	Iteration 44Q: 3 clusters Score -883977.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -883983.312500 Penalty: 4465.095703
	Iteration 45Q: 3 clusters Score -883983.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -883986.750000 Penalty: 4465.095703
	Iteration 46Q: 3 clusters Score -883986.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -883991.562500 Penalty: 4465.095703
	Iteration 47Q: 3 clusters Score -883991.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -883994.687500 Penalty: 4465.095703
	Iteration 48Q: 3 clusters Score -883994.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -884000.750000 Penalty: 4465.095703
	Iteration 49Q: 3 clusters Score -884000.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -884008.625000 Penalty: 4465.095703
	Iteration 50Q: 3 clusters Score -884008.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -884014.437500 Penalty: 4465.095703
	Iteration 51Q: 3 clusters Score -884014.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -884019.187500 Penalty: 4465.095703
	Iteration 52Q: 3 clusters Score -884019.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -884020.000000 Penalty: 4465.095703
	Iteration 53Q: 3 clusters Score -884020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -884022.750000 Penalty: 4465.095703
	Iteration 54Q: 3 clusters Score -884022.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -884026.312500 Penalty: 4465.095703
	Iteration 55Q: 3 clusters Score -884026.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -884026.812500 Penalty: 4465.095703
	Iteration 56Q: 3 clusters Score -884026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -884027.187500 Penalty: 4465.095703
	Iteration 57Q: 3 clusters Score -884027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -884030.625000 Penalty: 4465.095703
	Iteration 58Q: 3 clusters Score -884030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -884030.750000 Penalty: 4465.095703
	Iteration 59Q: 3 clusters Score -884030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -884030.750000 Penalty: 4465.095703
	Iteration 60F: 3 clusters Score -884030.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -255743.828125 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -255743.8 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 1334 members 
Entering Unmasked Estep 
Score: -252750.921875 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -252750.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -253418.515625 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -253418.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -253633.171875 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -253633.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -253781.062500 Penalty: 3902.274170
	Iteration 3F: 3 clusters Score -253781.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -253923.593750 Penalty: 3902.274170
	Iteration 4Q: 3 clusters Score -253923.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -254057.359375 Penalty: 3902.274170
	Iteration 5Q: 3 clusters Score -254057.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -254233.593750 Penalty: 3902.274170
	Iteration 6Q: 3 clusters Score -254233.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -254401.984375 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -254402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -254506.421875 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -254506.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -254630.406250 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -254630.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -254736.734375 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -254736.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -254805.078125 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -254805.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -254848.359375 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -254848.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -254880.406250 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -254880.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -254894.546875 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -254894.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -254904.828125 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -254904.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -254915.359375 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -254915.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254928.093750 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -254928.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254939.031250 Penalty: 3902.274170
	Iteration 18Q: 3 clusters Score -254939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -254945.000000 Penalty: 3902.274170
	Iteration 19Q: 3 clusters Score -254945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -254952.843750 Penalty: 3902.274170
	Iteration 20F: 3 clusters Score -254952.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -254962.843750 Penalty: 3902.274170
	Iteration 21Q: 3 clusters Score -254962.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -254978.015625 Penalty: 3902.274170
	Iteration 22Q: 3 clusters Score -254978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -254991.781250 Penalty: 3902.274170
	Iteration 23Q: 3 clusters Score -254991.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -255004.953125 Penalty: 3902.274170
	Iteration 24Q: 3 clusters Score -255005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -255015.500000 Penalty: 3902.274170
	Iteration 25Q: 3 clusters Score -255015.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -255026.093750 Penalty: 3902.274170
	Iteration 26Q: 3 clusters Score -255026.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -255032.203125 Penalty: 3902.274170
	Iteration 27Q: 3 clusters Score -255032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -255036.843750 Penalty: 3902.274170
	Iteration 28Q: 3 clusters Score -255036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -255038.828125 Penalty: 3902.274170
	Iteration 29Q: 3 clusters Score -255038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -255042.750000 Penalty: 3902.274170
	Iteration 30Q: 3 clusters Score -255042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -255043.343750 Penalty: 3902.274170
	Iteration 31Q: 3 clusters Score -255043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -255043.765625 Penalty: 3902.274170
	Iteration 32Q: 3 clusters Score -255043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -255043.781250 Penalty: 3902.274170
	Iteration 33Q: 3 clusters Score -255043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -255044.734375 Penalty: 3902.274170
	Iteration 34Q: 3 clusters Score -255044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -255046.125000 Penalty: 3902.274170
	Iteration 35Q: 3 clusters Score -255046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -255047.546875 Penalty: 3902.274170
	Iteration 36Q: 3 clusters Score -255047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -255050.625000 Penalty: 3902.274170
	Iteration 37Q: 3 clusters Score -255050.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -255055.640625 Penalty: 3902.274170
	Iteration 38Q: 3 clusters Score -255055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -255058.953125 Penalty: 3902.274170
	Iteration 39Q: 3 clusters Score -255059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -255063.906250 Penalty: 3902.274170
	Iteration 40F: 3 clusters Score -255063.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -255069.515625 Penalty: 3902.274170
	Iteration 41Q: 3 clusters Score -255069.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -255079.500000 Penalty: 3902.274170
	Iteration 42Q: 3 clusters Score -255079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -255087.062500 Penalty: 3902.274170
	Iteration 43Q: 3 clusters Score -255087.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -255095.515625 Penalty: 3902.274170
	Iteration 44Q: 3 clusters Score -255095.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -255105.640625 Penalty: 3902.274170
	Iteration 45Q: 3 clusters Score -255105.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -255121.953125 Penalty: 3902.274170
	Iteration 46Q: 3 clusters Score -255122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -255146.390625 Penalty: 3902.274170
	Iteration 47Q: 3 clusters Score -255146.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -255170.093750 Penalty: 3902.274170
	Iteration 48Q: 3 clusters Score -255170.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -255204.484375 Penalty: 3902.274170
	Iteration 49Q: 3 clusters Score -255204.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -255231.078125 Penalty: 3902.274170
	Iteration 50Q: 3 clusters Score -255231.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -255286.671875 Penalty: 3902.274170
	Iteration 51Q: 3 clusters Score -255286.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -255353.890625 Penalty: 3902.274170
	Iteration 52Q: 3 clusters Score -255353.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -255436.484375 Penalty: 3902.274170
	Iteration 53Q: 3 clusters Score -255436.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -255505.687500 Penalty: 3902.274170
	Iteration 54Q: 3 clusters Score -255505.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -255534.609375 Penalty: 3902.274170
	Iteration 55Q: 3 clusters Score -255534.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -255551.500000 Penalty: 3902.274170
	Iteration 56Q: 3 clusters Score -255551.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -255571.734375 Penalty: 3902.274170
	Iteration 57Q: 3 clusters Score -255571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -255578.281250 Penalty: 3902.274170
	Iteration 58Q: 3 clusters Score -255578.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -255582.328125 Penalty: 3902.274170
	Iteration 59Q: 3 clusters Score -255582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -255583.625000 Penalty: 3902.274170
	Iteration 60F: 3 clusters Score -255583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -255586.328125 Penalty: 3902.274170
	Iteration 61Q: 3 clusters Score -255586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -255587.125000 Penalty: 3902.274170
	Iteration 62Q: 3 clusters Score -255587.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -255587.125000 Penalty: 3902.274170
	Iteration 63F: 3 clusters Score -255587.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Entering Unmasked Estep 
Score: -1520403.875000 Penalty: 2379.169189
	Iteration 0F: 2 clusters Score -1520404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1509726.500000 Penalty: 4758.338379
	Iteration 0F: 3 clusters Score -1509726 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1513372.125000 Penalty: 4758.338379
	Iteration 1F: 3 clusters Score -1513372 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1514067.000000 Penalty: 4758.338379
	Iteration 2F: 3 clusters Score -1514067 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1514702.875000 Penalty: 4758.338379
	Iteration 3F: 3 clusters Score -1514703 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1515340.625000 Penalty: 4758.338379
	Iteration 4F: 3 clusters Score -1515341 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1516017.875000 Penalty: 4758.338379
	Iteration 5F: 3 clusters Score -1516018 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1516724.500000 Penalty: 4758.338379
	Iteration 6F: 3 clusters Score -1516724 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1517405.625000 Penalty: 4758.338379
	Iteration 7F: 3 clusters Score -1517406 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1517959.875000 Penalty: 4758.338379
	Iteration 8F: 3 clusters Score -1517960 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1518344.750000 Penalty: 4758.338379
	Iteration 9Q: 3 clusters Score -1518345 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1518575.500000 Penalty: 4758.338379
	Iteration 10Q: 3 clusters Score -1518576 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1518734.625000 Penalty: 4758.338379
	Iteration 11Q: 3 clusters Score -1518735 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1518844.875000 Penalty: 4758.338379
	Iteration 12Q: 3 clusters Score -1518845 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1518913.000000 Penalty: 4758.338379
	Iteration 13Q: 3 clusters Score -1518913 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1518979.375000 Penalty: 4758.338379
	Iteration 14Q: 3 clusters Score -1518979 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1519046.625000 Penalty: 4758.338379
	Iteration 15Q: 3 clusters Score -1519047 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1519121.875000 Penalty: 4758.338379
	Iteration 16Q: 3 clusters Score -1519122 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1519182.875000 Penalty: 4758.338379
	Iteration 17Q: 3 clusters Score -1519183 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1519234.250000 Penalty: 4758.338379
	Iteration 18Q: 3 clusters Score -1519234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1519279.500000 Penalty: 4758.338379
	Iteration 19Q: 3 clusters Score -1519280 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1519309.625000 Penalty: 4758.338379
	Iteration 20F: 3 clusters Score -1519310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1519333.000000 Penalty: 4758.338379
	Iteration 21Q: 3 clusters Score -1519333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1519360.500000 Penalty: 4758.338379
	Iteration 22Q: 3 clusters Score -1519360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1519380.500000 Penalty: 4758.338379
	Iteration 23Q: 3 clusters Score -1519380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1519406.750000 Penalty: 4758.338379
	Iteration 24Q: 3 clusters Score -1519407 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1519433.000000 Penalty: 4758.338379
	Iteration 25Q: 3 clusters Score -1519433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1519453.875000 Penalty: 4758.338379
	Iteration 26Q: 3 clusters Score -1519454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1519476.750000 Penalty: 4758.338379
	Iteration 27Q: 3 clusters Score -1519477 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1519489.125000 Penalty: 4758.338379
	Iteration 28Q: 3 clusters Score -1519489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1519499.375000 Penalty: 4758.338379
	Iteration 29Q: 3 clusters Score -1519499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1519508.500000 Penalty: 4758.338379
	Iteration 30Q: 3 clusters Score -1519508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1519524.125000 Penalty: 4758.338379
	Iteration 31Q: 3 clusters Score -1519524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1519541.625000 Penalty: 4758.338379
	Iteration 32Q: 3 clusters Score -1519542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1519546.125000 Penalty: 4758.338379
	Iteration 33Q: 3 clusters Score -1519546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1519555.625000 Penalty: 4758.338379
	Iteration 34Q: 3 clusters Score -1519556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1519564.250000 Penalty: 4758.338379
	Iteration 35Q: 3 clusters Score -1519564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1519565.625000 Penalty: 4758.338379
	Iteration 36Q: 3 clusters Score -1519566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1519568.875000 Penalty: 4758.338379
	Iteration 37Q: 3 clusters Score -1519569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1519571.750000 Penalty: 4758.338379
	Iteration 38Q: 3 clusters Score -1519572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1519573.250000 Penalty: 4758.338379
	Iteration 39Q: 3 clusters Score -1519573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1519578.375000 Penalty: 4758.338379
	Iteration 40F: 3 clusters Score -1519578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1519580.500000 Penalty: 4758.338379
	Iteration 41Q: 3 clusters Score -1519580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1519581.625000 Penalty: 4758.338379
	Iteration 42Q: 3 clusters Score -1519582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1519581.500000 Penalty: 4758.338379
	Iteration 43Q: 3 clusters Score -1519582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1519583.375000 Penalty: 4758.338379
	Iteration 44Q: 3 clusters Score -1519583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1519588.500000 Penalty: 4758.338379
	Iteration 45Q: 3 clusters Score -1519588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1519591.125000 Penalty: 4758.338379
	Iteration 46Q: 3 clusters Score -1519591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1519590.125000 Penalty: 4758.338379
	Iteration 47Q: 3 clusters Score -1519590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1519598.750000 Penalty: 4758.338379
	Iteration 48Q: 3 clusters Score -1519599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1519598.375000 Penalty: 4758.338379
	Iteration 49Q: 3 clusters Score -1519598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1519607.875000 Penalty: 4758.338379
	Iteration 50Q: 3 clusters Score -1519608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1519612.000000 Penalty: 4758.338379
	Iteration 51Q: 3 clusters Score -1519612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1519617.875000 Penalty: 4758.338379
	Iteration 52Q: 3 clusters Score -1519618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1519616.500000 Penalty: 4758.338379
	Iteration 53Q: 3 clusters Score -1519616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1519618.500000 Penalty: 4758.338379
	Iteration 54Q: 3 clusters Score -1519618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1519616.625000 Penalty: 4758.338379
	Iteration 55Q: 3 clusters Score -1519617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1519623.750000 Penalty: 4758.338379
	Iteration 56Q: 3 clusters Score -1519624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1519627.750000 Penalty: 4758.338379
	Iteration 57Q: 3 clusters Score -1519628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1519629.125000 Penalty: 4758.338379
	Iteration 58Q: 3 clusters Score -1519629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1519629.375000 Penalty: 4758.338379
	Iteration 59Q: 3 clusters Score -1519629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1519629.625000 Penalty: 4758.338379
	Iteration 60F: 3 clusters Score -1519630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1519629.875000 Penalty: 4758.338379
	Iteration 61Q: 3 clusters Score -1519630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1519629.375000 Penalty: 4758.338379
	Iteration 62Q: 3 clusters Score -1519629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1519629.875000 Penalty: 4758.338379
	Iteration 63Q: 3 clusters Score -1519630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1519632.875000 Penalty: 4758.338379
	Iteration 64Q: 3 clusters Score -1519633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1519630.000000 Penalty: 4758.338379
	Iteration 65Q: 3 clusters Score -1519630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1519631.250000 Penalty: 4758.338379
	Iteration 66Q: 3 clusters Score -1519631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1519628.750000 Penalty: 4758.338379
	Iteration 67Q: 3 clusters Score -1519629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1519628.875000 Penalty: 4758.338379
	Iteration 68Q: 3 clusters Score -1519629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1519628.875000 Penalty: 4758.338379
	Iteration 69F: 3 clusters Score -1519629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Entering Unmasked Estep 
Score: -1640131.375000 Penalty: 2403.331055
	Iteration 0F: 2 clusters Score -1640131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1628561.125000 Penalty: 4806.662109
	Iteration 0F: 3 clusters Score -1628561 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1632520.750000 Penalty: 4806.662109
	Iteration 1F: 3 clusters Score -1632521 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1633290.000000 Penalty: 4806.662109
	Iteration 2F: 3 clusters Score -1633290 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1634201.875000 Penalty: 4806.662109
	Iteration 3F: 3 clusters Score -1634202 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1635238.625000 Penalty: 4806.662109
	Iteration 4F: 3 clusters Score -1635239 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1636165.375000 Penalty: 4806.662109
	Iteration 5F: 3 clusters Score -1636165 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1636825.625000 Penalty: 4806.662109
	Iteration 6F: 3 clusters Score -1636826 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1637282.500000 Penalty: 4806.662109
	Iteration 7Q: 3 clusters Score -1637282 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1637580.500000 Penalty: 4806.662109
	Iteration 8Q: 3 clusters Score -1637580 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1637782.875000 Penalty: 4806.662109
	Iteration 9Q: 3 clusters Score -1637783 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1637921.250000 Penalty: 4806.662109
	Iteration 10Q: 3 clusters Score -1637921 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1638015.125000 Penalty: 4806.662109
	Iteration 11Q: 3 clusters Score -1638015 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1638090.500000 Penalty: 4806.662109
	Iteration 12Q: 3 clusters Score -1638090 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1638164.750000 Penalty: 4806.662109
	Iteration 13Q: 3 clusters Score -1638165 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1638238.875000 Penalty: 4806.662109
	Iteration 14Q: 3 clusters Score -1638239 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1638317.625000 Penalty: 4806.662109
	Iteration 15Q: 3 clusters Score -1638318 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1638393.000000 Penalty: 4806.662109
	Iteration 16Q: 3 clusters Score -1638393 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1638458.500000 Penalty: 4806.662109
	Iteration 17Q: 3 clusters Score -1638458 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1638511.375000 Penalty: 4806.662109
	Iteration 18Q: 3 clusters Score -1638511 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1638561.000000 Penalty: 4806.662109
	Iteration 19Q: 3 clusters Score -1638561 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1638598.125000 Penalty: 4806.662109
	Iteration 20F: 3 clusters Score -1638598 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1638640.500000 Penalty: 4806.662109
	Iteration 21Q: 3 clusters Score -1638640 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1638685.625000 Penalty: 4806.662109
	Iteration 22Q: 3 clusters Score -1638686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1638711.250000 Penalty: 4806.662109
	Iteration 23Q: 3 clusters Score -1638711 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1638742.250000 Penalty: 4806.662109
	Iteration 24Q: 3 clusters Score -1638742 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1638766.500000 Penalty: 4806.662109
	Iteration 25Q: 3 clusters Score -1638766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1638789.375000 Penalty: 4806.662109
	Iteration 26Q: 3 clusters Score -1638789 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1638811.375000 Penalty: 4806.662109
	Iteration 27Q: 3 clusters Score -1638811 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1638838.250000 Penalty: 4806.662109
	Iteration 28Q: 3 clusters Score -1638838 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1638861.500000 Penalty: 4806.662109
	Iteration 29Q: 3 clusters Score -1638862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1638903.750000 Penalty: 4806.662109
	Iteration 30Q: 3 clusters Score -1638904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1638937.250000 Penalty: 4806.662109
	Iteration 31Q: 3 clusters Score -1638937 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1638966.000000 Penalty: 4806.662109
	Iteration 32Q: 3 clusters Score -1638966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1638995.250000 Penalty: 4806.662109
	Iteration 33Q: 3 clusters Score -1638995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1639035.500000 Penalty: 4806.662109
	Iteration 34Q: 3 clusters Score -1639036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1639069.375000 Penalty: 4806.662109
	Iteration 35Q: 3 clusters Score -1639069 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1639095.625000 Penalty: 4806.662109
	Iteration 36Q: 3 clusters Score -1639096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1639109.375000 Penalty: 4806.662109
	Iteration 37Q: 3 clusters Score -1639109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1639118.500000 Penalty: 4806.662109
	Iteration 38Q: 3 clusters Score -1639118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1639133.500000 Penalty: 4806.662109
	Iteration 39Q: 3 clusters Score -1639134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1639141.125000 Penalty: 4806.662109
	Iteration 40F: 3 clusters Score -1639141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1639148.625000 Penalty: 4806.662109
	Iteration 41Q: 3 clusters Score -1639149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1639154.375000 Penalty: 4806.662109
	Iteration 42Q: 3 clusters Score -1639154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1639155.250000 Penalty: 4806.662109
	Iteration 43Q: 3 clusters Score -1639155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1639160.625000 Penalty: 4806.662109
	Iteration 44Q: 3 clusters Score -1639161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1639167.750000 Penalty: 4806.662109
	Iteration 45Q: 3 clusters Score -1639168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1639171.750000 Penalty: 4806.662109
	Iteration 46Q: 3 clusters Score -1639172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1639172.000000 Penalty: 4806.662109
	Iteration 47Q: 3 clusters Score -1639172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1639176.500000 Penalty: 4806.662109
	Iteration 48Q: 3 clusters Score -1639176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1639176.250000 Penalty: 4806.662109
	Iteration 49Q: 3 clusters Score -1639176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1639179.125000 Penalty: 4806.662109
	Iteration 50Q: 3 clusters Score -1639179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1639183.875000 Penalty: 4806.662109
	Iteration 51Q: 3 clusters Score -1639184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1639192.500000 Penalty: 4806.662109
	Iteration 52Q: 3 clusters Score -1639192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1639191.750000 Penalty: 4806.662109
	Iteration 53Q: 3 clusters Score -1639192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1639194.500000 Penalty: 4806.662109
	Iteration 54Q: 3 clusters Score -1639194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1639196.375000 Penalty: 4806.662109
	Iteration 55Q: 3 clusters Score -1639196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1639198.000000 Penalty: 4806.662109
	Iteration 56Q: 3 clusters Score -1639198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1639197.875000 Penalty: 4806.662109
	Iteration 57Q: 3 clusters Score -1639198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1639200.875000 Penalty: 4806.662109
	Iteration 58Q: 3 clusters Score -1639201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1639201.625000 Penalty: 4806.662109
	Iteration 59Q: 3 clusters Score -1639202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1639199.375000 Penalty: 4806.662109
	Iteration 60F: 3 clusters Score -1639199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1639201.000000 Penalty: 4806.662109
	Iteration 61Q: 3 clusters Score -1639201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1639201.125000 Penalty: 4806.662109
	Iteration 62Q: 3 clusters Score -1639201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1639201.125000 Penalty: 4806.662109
	Iteration 63F: 3 clusters Score -1639201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143146 members 
Entering Unmasked Estep 
Score: -16081707.000000 Penalty: 2944.161865
	Iteration 0F: 2 clusters Score -1.608171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -15985804.000000 Penalty: 5888.323730
	Iteration 0F: 3 clusters Score -1.59858e+07 nChanged 68314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -16025450.000000 Penalty: 5888.323730
	Iteration 1F: 3 clusters Score -1.602545e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -16027363.000000 Penalty: 5888.323730
	Iteration 2Q: 3 clusters Score -1.602736e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -16030428.000000 Penalty: 5888.323730
	Iteration 3Q: 3 clusters Score -1.603043e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -16035588.000000 Penalty: 5888.323730
	Iteration 4F: 3 clusters Score -1.603559e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -16043217.000000 Penalty: 5888.323730
	Iteration 5F: 3 clusters Score -1.604322e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113473 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -16052686.000000 Penalty: 5888.323730
	Iteration 6F: 3 clusters Score -1.605269e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -16062097.000000 Penalty: 5888.323730
	Iteration 7F: 3 clusters Score -1.60621e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131633 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -16069879.000000 Penalty: 5888.323730
	Iteration 8F: 3 clusters Score -1.606988e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136391 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -16074795.000000 Penalty: 5888.323730
	Iteration 9Q: 3 clusters Score -1.60748e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -16077534.000000 Penalty: 5888.323730
	Iteration 10Q: 3 clusters Score -1.607753e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139399 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -16079331.000000 Penalty: 5888.323730
	Iteration 11Q: 3 clusters Score -1.607933e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139494 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -16080286.000000 Penalty: 5888.323730
	Iteration 12Q: 3 clusters Score -1.608029e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139367 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -16080787.000000 Penalty: 5888.323730
	Iteration 13Q: 3 clusters Score -1.608079e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139205 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -16080954.000000 Penalty: 5888.323730
	Iteration 14Q: 3 clusters Score -1.608095e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -16081051.000000 Penalty: 5888.323730
	Iteration 15Q: 3 clusters Score -1.608105e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138949 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -16081141.000000 Penalty: 5888.323730
	Iteration 16Q: 3 clusters Score -1.608114e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138867 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -16081183.000000 Penalty: 5888.323730
	Iteration 17Q: 3 clusters Score -1.608118e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138821 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -16081203.000000 Penalty: 5888.323730
	Iteration 18Q: 3 clusters Score -1.60812e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138780 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -16081193.000000 Penalty: 5888.323730
	Iteration 19Q: 3 clusters Score -1.608119e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138758 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -16081213.000000 Penalty: 5888.323730
	Iteration 20F: 3 clusters Score -1.608121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138740 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -16081203.000000 Penalty: 5888.323730
	Iteration 21Q: 3 clusters Score -1.60812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138728 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -16081214.000000 Penalty: 5888.323730
	Iteration 22Q: 3 clusters Score -1.608121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138718 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -16081239.000000 Penalty: 5888.323730
	Iteration 23Q: 3 clusters Score -1.608124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138715 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -16081244.000000 Penalty: 5888.323730
	Iteration 24Q: 3 clusters Score -1.608124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138712 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -16081245.000000 Penalty: 5888.323730
	Iteration 25Q: 3 clusters Score -1.608124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138709 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -16081233.000000 Penalty: 5888.323730
	Iteration 26Q: 3 clusters Score -1.608123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138708 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -16081244.000000 Penalty: 5888.323730
	Iteration 27Q: 3 clusters Score -1.608124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138706 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -16081244.000000 Penalty: 5888.323730
	Iteration 28Q: 3 clusters Score -1.608124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138704 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -16081241.000000 Penalty: 5888.323730
	Iteration 29Q: 3 clusters Score -1.608124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138703 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -16081245.000000 Penalty: 5888.323730
	Iteration 30Q: 3 clusters Score -1.608124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138701 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -16081244.000000 Penalty: 5888.323730
	Iteration 31Q: 3 clusters Score -1.608124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138701 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -16081244.000000 Penalty: 5888.323730
	Iteration 32F: 3 clusters Score -1.608124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Entering Unmasked Estep 
Score: -826482.375000 Penalty: 2210.025879
	Iteration 0F: 2 clusters Score -826482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -820435.125000 Penalty: 4420.051758
	Iteration 0F: 3 clusters Score -820435.1 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -822088.500000 Penalty: 4420.051758
	Iteration 1F: 3 clusters Score -822088.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -822397.125000 Penalty: 4420.051758
	Iteration 2F: 3 clusters Score -822397.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -822678.500000 Penalty: 4420.051758
	Iteration 3F: 3 clusters Score -822678.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -822981.875000 Penalty: 4420.051758
	Iteration 4F: 3 clusters Score -822981.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -823233.250000 Penalty: 4420.051758
	Iteration 5Q: 3 clusters Score -823233.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -823435.875000 Penalty: 4420.051758
	Iteration 6Q: 3 clusters Score -823435.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -823639.562500 Penalty: 4420.051758
	Iteration 7Q: 3 clusters Score -823639.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -823866.562500 Penalty: 4420.051758
	Iteration 8Q: 3 clusters Score -823866.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -824118.875000 Penalty: 4420.051758
	Iteration 9Q: 3 clusters Score -824118.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -824388.312500 Penalty: 4420.051758
	Iteration 10Q: 3 clusters Score -824388.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -824710.000000 Penalty: 4420.051758
	Iteration 11Q: 3 clusters Score -824710 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -825004.250000 Penalty: 4420.051758
	Iteration 12Q: 3 clusters Score -825004.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -825237.500000 Penalty: 4420.051758
	Iteration 13Q: 3 clusters Score -825237.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -825422.000000 Penalty: 4420.051758
	Iteration 14Q: 3 clusters Score -825422 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -825595.187500 Penalty: 4420.051758
	Iteration 15Q: 3 clusters Score -825595.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -825781.812500 Penalty: 4420.051758
	Iteration 16Q: 3 clusters Score -825781.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -825967.375000 Penalty: 4420.051758
	Iteration 17Q: 3 clusters Score -825967.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -826196.312500 Penalty: 4420.051758
	Iteration 18Q: 3 clusters Score -826196.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -826524.000000 Penalty: 4420.051758
	Iteration 19Q: 3 clusters Score -826524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -826750.687500 Penalty: 4420.051758
	Iteration 20F: 3 clusters Score -826750.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -826817.500000 Penalty: 4420.051758
	Iteration 21Q: 3 clusters Score -826817.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -826826.312500 Penalty: 4420.051758
	Iteration 22Q: 3 clusters Score -826826.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -826831.375000 Penalty: 4420.051758
	Iteration 23Q: 3 clusters Score -826831.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -826831.687500 Penalty: 4420.051758
	Iteration 24Q: 3 clusters Score -826831.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -826832.875000 Penalty: 4420.051758
	Iteration 25Q: 3 clusters Score -826832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -826832.500000 Penalty: 4420.051758
	Iteration 26Q: 3 clusters Score -826832.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -826833.625000 Penalty: 4420.051758
	Iteration 27Q: 3 clusters Score -826833.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -826832.875000 Penalty: 4420.051758
	Iteration 28Q: 3 clusters Score -826832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -826832.875000 Penalty: 4420.051758
	Iteration 29F: 3 clusters Score -826832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53241 members 
Mstep: Class 4 contains 213822 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16169 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 34481 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108174 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14004 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8540 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25132 members 
Mstep: Class 28 contains 45359 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5270 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6830 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34038 members 
Mstep: Class 47 contains 27766 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7976 members 
Mstep: Class 54 contains 10973 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16273 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 16916 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25414 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12938 members 
Mstep: Class 72 contains 2387 members 
Entering Unmasked Estep 
Score: -139312240.000000 Penalty: 251259.593750
Splitting cluster 10 changes total score from -139313168.000000 to -139312240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (34481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Entering Unmasked Estep 
Score: -3896597.000000 Penalty: 2591.144775
	Iteration 0F: 2 clusters Score -3896597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3873172.000000 Penalty: 5182.289551
	Iteration 0F: 3 clusters Score -3873172 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3881568.000000 Penalty: 5182.289551
	Iteration 1F: 3 clusters Score -3881568 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3882112.000000 Penalty: 5182.289551
	Iteration 2Q: 3 clusters Score -3882112 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3882716.500000 Penalty: 5182.289551
	Iteration 3Q: 3 clusters Score -3882716 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3883467.750000 Penalty: 5182.289551
	Iteration 4Q: 3 clusters Score -3883468 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3884526.250000 Penalty: 5182.289551
	Iteration 5Q: 3 clusters Score -3884526 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3886166.750000 Penalty: 5182.289551
	Iteration 6F: 3 clusters Score -3886167 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3888150.000000 Penalty: 5182.289551
	Iteration 7F: 3 clusters Score -3888150 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3889810.500000 Penalty: 5182.289551
	Iteration 8F: 3 clusters Score -3889810 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3891141.250000 Penalty: 5182.289551
	Iteration 9F: 3 clusters Score -3891141 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3892054.250000 Penalty: 5182.289551
	Iteration 10Q: 3 clusters Score -3892054 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3892583.250000 Penalty: 5182.289551
	Iteration 11Q: 3 clusters Score -3892583 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3892970.250000 Penalty: 5182.289551
	Iteration 12Q: 3 clusters Score -3892970 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3893250.750000 Penalty: 5182.289551
	Iteration 13Q: 3 clusters Score -3893251 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3893427.250000 Penalty: 5182.289551
	Iteration 14Q: 3 clusters Score -3893427 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3893538.500000 Penalty: 5182.289551
	Iteration 15Q: 3 clusters Score -3893538 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3893633.000000 Penalty: 5182.289551
	Iteration 16Q: 3 clusters Score -3893633 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3893688.000000 Penalty: 5182.289551
	Iteration 17Q: 3 clusters Score -3893688 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3893734.750000 Penalty: 5182.289551
	Iteration 18Q: 3 clusters Score -3893735 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3893758.000000 Penalty: 5182.289551
	Iteration 19Q: 3 clusters Score -3893758 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3893766.000000 Penalty: 5182.289551
	Iteration 20F: 3 clusters Score -3893766 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3893778.750000 Penalty: 5182.289551
	Iteration 21Q: 3 clusters Score -3893779 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3893784.250000 Penalty: 5182.289551
	Iteration 22Q: 3 clusters Score -3893784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3893794.000000 Penalty: 5182.289551
	Iteration 23Q: 3 clusters Score -3893794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3893808.250000 Penalty: 5182.289551
	Iteration 24Q: 3 clusters Score -3893808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3893800.000000 Penalty: 5182.289551
	Iteration 25Q: 3 clusters Score -3893800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3893809.000000 Penalty: 5182.289551
	Iteration 26Q: 3 clusters Score -3893809 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3893820.750000 Penalty: 5182.289551
	Iteration 27Q: 3 clusters Score -3893821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3893823.000000 Penalty: 5182.289551
	Iteration 28Q: 3 clusters Score -3893823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3893820.250000 Penalty: 5182.289551
	Iteration 29Q: 3 clusters Score -3893820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3893831.250000 Penalty: 5182.289551
	Iteration 30Q: 3 clusters Score -3893831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3893836.000000 Penalty: 5182.289551
	Iteration 31Q: 3 clusters Score -3893836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3893826.500000 Penalty: 5182.289551
	Iteration 32Q: 3 clusters Score -3893826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3893833.750000 Penalty: 5182.289551
	Iteration 33Q: 3 clusters Score -3893834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3893838.750000 Penalty: 5182.289551
	Iteration 34Q: 3 clusters Score -3893839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3893835.000000 Penalty: 5182.289551
	Iteration 35Q: 3 clusters Score -3893835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3893832.000000 Penalty: 5182.289551
	Iteration 36Q: 3 clusters Score -3893832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3893835.500000 Penalty: 5182.289551
	Iteration 37Q: 3 clusters Score -3893836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3893828.000000 Penalty: 5182.289551
	Iteration 38Q: 3 clusters Score -3893828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3893839.500000 Penalty: 5182.289551
	Iteration 39Q: 3 clusters Score -3893840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3893838.750000 Penalty: 5182.289551
	Iteration 40F: 3 clusters Score -3893839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3893837.250000 Penalty: 5182.289551
	Iteration 41Q: 3 clusters Score -3893837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3893841.750000 Penalty: 5182.289551
	Iteration 42Q: 3 clusters Score -3893842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3893829.750000 Penalty: 5182.289551
	Iteration 43Q: 3 clusters Score -3893830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3893826.250000 Penalty: 5182.289551
	Iteration 44Q: 3 clusters Score -3893826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3893826.250000 Penalty: 5182.289551
	Iteration 45Q: 3 clusters Score -3893826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3893829.750000 Penalty: 5182.289551
	Iteration 46Q: 3 clusters Score -3893830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3893823.250000 Penalty: 5182.289551
	Iteration 47Q: 3 clusters Score -3893823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3893825.750000 Penalty: 5182.289551
	Iteration 48Q: 3 clusters Score -3893826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3893829.000000 Penalty: 5182.289551
	Iteration 49Q: 3 clusters Score -3893829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3893829.250000 Penalty: 5182.289551
	Iteration 50Q: 3 clusters Score -3893829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3893833.000000 Penalty: 5182.289551
	Iteration 51Q: 3 clusters Score -3893833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3893825.500000 Penalty: 5182.289551
	Iteration 52Q: 3 clusters Score -3893826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3893825.250000 Penalty: 5182.289551
	Iteration 53Q: 3 clusters Score -3893825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3893824.250000 Penalty: 5182.289551
	Iteration 54Q: 3 clusters Score -3893824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3893826.250000 Penalty: 5182.289551
	Iteration 55Q: 3 clusters Score -3893826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3893824.000000 Penalty: 5182.289551
	Iteration 56Q: 3 clusters Score -3893824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3893827.250000 Penalty: 5182.289551
	Iteration 57Q: 3 clusters Score -3893827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3893827.250000 Penalty: 5182.289551
	Iteration 58Q: 3 clusters Score -3893827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3893831.250000 Penalty: 5182.289551
	Iteration 59Q: 3 clusters Score -3893831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3893835.500000 Penalty: 5182.289551
	Iteration 60F: 3 clusters Score -3893836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3893837.000000 Penalty: 5182.289551
	Iteration 61Q: 3 clusters Score -3893837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3893840.250000 Penalty: 5182.289551
	Iteration 62Q: 3 clusters Score -3893840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3893838.250000 Penalty: 5182.289551
	Iteration 63Q: 3 clusters Score -3893838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3893836.500000 Penalty: 5182.289551
	Iteration 64Q: 3 clusters Score -3893836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3893837.750000 Penalty: 5182.289551
	Iteration 65Q: 3 clusters Score -3893838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3893835.250000 Penalty: 5182.289551
	Iteration 66Q: 3 clusters Score -3893835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3893831.750000 Penalty: 5182.289551
	Iteration 67Q: 3 clusters Score -3893832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3893831.750000 Penalty: 5182.289551
	Iteration 68F: 3 clusters Score -3893832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Entering Unmasked Estep 
Score: -1084802.000000 Penalty: 2285.795898
	Iteration 0F: 2 clusters Score -1084802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1077120.875000 Penalty: 4571.591797
	Iteration 0F: 3 clusters Score -1077121 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1079492.500000 Penalty: 4571.591797
	Iteration 1F: 3 clusters Score -1079492 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1079838.625000 Penalty: 4571.591797
	Iteration 2F: 3 clusters Score -1079839 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1080116.875000 Penalty: 4571.591797
	Iteration 3F: 3 clusters Score -1080117 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1080368.875000 Penalty: 4571.591797
	Iteration 4Q: 3 clusters Score -1080369 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1080653.250000 Penalty: 4571.591797
	Iteration 5Q: 3 clusters Score -1080653 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1080986.875000 Penalty: 4571.591797
	Iteration 6Q: 3 clusters Score -1080987 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1081383.125000 Penalty: 4571.591797
	Iteration 7F: 3 clusters Score -1081383 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1081812.875000 Penalty: 4571.591797
	Iteration 8F: 3 clusters Score -1081813 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1082281.625000 Penalty: 4571.591797
	Iteration 9F: 3 clusters Score -1082282 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1082720.000000 Penalty: 4571.591797
	Iteration 10Q: 3 clusters Score -1082720 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1083008.375000 Penalty: 4571.591797
	Iteration 11Q: 3 clusters Score -1083008 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1083188.750000 Penalty: 4571.591797
	Iteration 12Q: 3 clusters Score -1083189 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1083280.625000 Penalty: 4571.591797
	Iteration 13Q: 3 clusters Score -1083281 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1083326.000000 Penalty: 4571.591797
	Iteration 14Q: 3 clusters Score -1083326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1083358.625000 Penalty: 4571.591797
	Iteration 15Q: 3 clusters Score -1083359 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1083372.625000 Penalty: 4571.591797
	Iteration 16Q: 3 clusters Score -1083373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1083386.125000 Penalty: 4571.591797
	Iteration 17Q: 3 clusters Score -1083386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1083395.250000 Penalty: 4571.591797
	Iteration 18Q: 3 clusters Score -1083395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1083402.500000 Penalty: 4571.591797
	Iteration 19Q: 3 clusters Score -1083402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1083413.250000 Penalty: 4571.591797
	Iteration 20F: 3 clusters Score -1083413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1083423.375000 Penalty: 4571.591797
	Iteration 21Q: 3 clusters Score -1083423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1083426.000000 Penalty: 4571.591797
	Iteration 22Q: 3 clusters Score -1083426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1083431.000000 Penalty: 4571.591797
	Iteration 23Q: 3 clusters Score -1083431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1083430.750000 Penalty: 4571.591797
	Iteration 24Q: 3 clusters Score -1083431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1083436.375000 Penalty: 4571.591797
	Iteration 25Q: 3 clusters Score -1083436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1083438.125000 Penalty: 4571.591797
	Iteration 26Q: 3 clusters Score -1083438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1083437.750000 Penalty: 4571.591797
	Iteration 27Q: 3 clusters Score -1083438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1083440.750000 Penalty: 4571.591797
	Iteration 28Q: 3 clusters Score -1083441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1083439.625000 Penalty: 4571.591797
	Iteration 29Q: 3 clusters Score -1083440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1083440.250000 Penalty: 4571.591797
	Iteration 30Q: 3 clusters Score -1083440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1083441.000000 Penalty: 4571.591797
	Iteration 31Q: 3 clusters Score -1083441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1083442.125000 Penalty: 4571.591797
	Iteration 32Q: 3 clusters Score -1083442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1083444.125000 Penalty: 4571.591797
	Iteration 33Q: 3 clusters Score -1083444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1083440.500000 Penalty: 4571.591797
	Iteration 34Q: 3 clusters Score -1083440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1083438.750000 Penalty: 4571.591797
	Iteration 35Q: 3 clusters Score -1083439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1083444.625000 Penalty: 4571.591797
	Iteration 36Q: 3 clusters Score -1083445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1083443.125000 Penalty: 4571.591797
	Iteration 37Q: 3 clusters Score -1083443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1083445.250000 Penalty: 4571.591797
	Iteration 38Q: 3 clusters Score -1083445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1083442.500000 Penalty: 4571.591797
	Iteration 39Q: 3 clusters Score -1083442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1083445.250000 Penalty: 4571.591797
	Iteration 40F: 3 clusters Score -1083445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1083447.000000 Penalty: 4571.591797
	Iteration 41Q: 3 clusters Score -1083447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1083447.000000 Penalty: 4571.591797
	Iteration 42F: 3 clusters Score -1083447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Entering Unmasked Estep 
Score: -12176297.000000 Penalty: 2874.691162
	Iteration 0F: 2 clusters Score -1.21763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -12103843.000000 Penalty: 5749.382324
	Iteration 0F: 3 clusters Score -1.210384e+07 nChanged 51225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -12133286.000000 Penalty: 5749.382324
	Iteration 1F: 3 clusters Score -1.213329e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -12134121.000000 Penalty: 5749.382324
	Iteration 2Q: 3 clusters Score -1.213412e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -12135119.000000 Penalty: 5749.382324
	Iteration 3Q: 3 clusters Score -1.213512e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -12136656.000000 Penalty: 5749.382324
	Iteration 4Q: 3 clusters Score -1.213666e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -12138837.000000 Penalty: 5749.382324
	Iteration 5Q: 3 clusters Score -1.213884e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -12142608.000000 Penalty: 5749.382324
	Iteration 6F: 3 clusters Score -1.214261e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -12148444.000000 Penalty: 5749.382324
	Iteration 7F: 3 clusters Score -1.214844e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -12155831.000000 Penalty: 5749.382324
	Iteration 8F: 3 clusters Score -1.215583e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -12162913.000000 Penalty: 5749.382324
	Iteration 9F: 3 clusters Score -1.216291e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -12168047.000000 Penalty: 5749.382324
	Iteration 10F: 3 clusters Score -1.216805e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 103303 members 
Entering Unmasked Estep 
Score: -12171110.000000 Penalty: 5749.382324
	Iteration 11Q: 3 clusters Score -1.217111e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -12172729.000000 Penalty: 5749.382324
	Iteration 12Q: 3 clusters Score -1.217273e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -12173529.000000 Penalty: 5749.382324
	Iteration 13Q: 3 clusters Score -1.217353e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -12174037.000000 Penalty: 5749.382324
	Iteration 14Q: 3 clusters Score -1.217404e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -12174273.000000 Penalty: 5749.382324
	Iteration 15Q: 3 clusters Score -1.217427e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -12174482.000000 Penalty: 5749.382324
	Iteration 16Q: 3 clusters Score -1.217448e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -12174565.000000 Penalty: 5749.382324
	Iteration 17Q: 3 clusters Score -1.217456e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -12174640.000000 Penalty: 5749.382324
	Iteration 18Q: 3 clusters Score -1.217464e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -12174727.000000 Penalty: 5749.382324
	Iteration 19Q: 3 clusters Score -1.217473e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -12174773.000000 Penalty: 5749.382324
	Iteration 20F: 3 clusters Score -1.217477e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 106979 members 
Entering Unmasked Estep 
Score: -12174834.000000 Penalty: 5749.382324
	Iteration 21Q: 3 clusters Score -1.217483e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -12174865.000000 Penalty: 5749.382324
	Iteration 22Q: 3 clusters Score -1.217486e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 106980 members 
Entering Unmasked Estep 
Score: -12174895.000000 Penalty: 5749.382324
	Iteration 23Q: 3 clusters Score -1.21749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -12174927.000000 Penalty: 5749.382324
	Iteration 24Q: 3 clusters Score -1.217493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -12174907.000000 Penalty: 5749.382324
	Iteration 25Q: 3 clusters Score -1.217491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -12174909.000000 Penalty: 5749.382324
	Iteration 26Q: 3 clusters Score -1.217491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 106989 members 
Entering Unmasked Estep 
Score: -12174914.000000 Penalty: 5749.382324
	Iteration 27Q: 3 clusters Score -1.217491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 106989 members 
Entering Unmasked Estep 
Score: -12174926.000000 Penalty: 5749.382324
	Iteration 28Q: 3 clusters Score -1.217493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 106992 members 
Entering Unmasked Estep 
Score: -12174928.000000 Penalty: 5749.382324
	Iteration 29Q: 3 clusters Score -1.217493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 106994 members 
Entering Unmasked Estep 
Score: -12174935.000000 Penalty: 5749.382324
	Iteration 30Q: 3 clusters Score -1.217494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -12174936.000000 Penalty: 5749.382324
	Iteration 31Q: 3 clusters Score -1.217494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 106994 members 
Entering Unmasked Estep 
Score: -12174920.000000 Penalty: 5749.382324
	Iteration 32Q: 3 clusters Score -1.217492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 106992 members 
Entering Unmasked Estep 
Score: -12174926.000000 Penalty: 5749.382324
	Iteration 33Q: 3 clusters Score -1.217493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -12174925.000000 Penalty: 5749.382324
	Iteration 34Q: 3 clusters Score -1.217492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -12174925.000000 Penalty: 5749.382324
	Iteration 35F: 3 clusters Score -1.217492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -541288.625000 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -541288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -536800.812500 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -536800.8 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -537873.000000 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -537873 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -538154.375000 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -538154.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -538364.625000 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -538364.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -538563.375000 Penalty: 4226.310059
	Iteration 4F: 3 clusters Score -538563.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -538754.687500 Penalty: 4226.310059
	Iteration 5Q: 3 clusters Score -538754.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -538936.500000 Penalty: 4226.310059
	Iteration 6Q: 3 clusters Score -538936.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -539114.625000 Penalty: 4226.310059
	Iteration 7Q: 3 clusters Score -539114.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -539285.125000 Penalty: 4226.310059
	Iteration 8Q: 3 clusters Score -539285.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -539474.125000 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -539474.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -539651.125000 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -539651.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -539784.875000 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -539784.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -539899.562500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -539899.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -539990.250000 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -539990.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -540069.875000 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -540069.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -540124.687500 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -540124.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -540177.000000 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -540177 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -540215.062500 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -540215.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -540241.375000 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -540241.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -540251.750000 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -540251.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -540258.750000 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -540258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -540266.750000 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -540266.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -540272.750000 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -540272.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -540284.625000 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -540284.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -540295.187500 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -540295.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -540311.875000 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -540311.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -540323.125000 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -540323.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -540331.625000 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -540331.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -540338.625000 Penalty: 4226.310059
	Iteration 28Q: 3 clusters Score -540338.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -540342.437500 Penalty: 4226.310059
	Iteration 29Q: 3 clusters Score -540342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -540343.812500 Penalty: 4226.310059
	Iteration 30Q: 3 clusters Score -540343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -540345.625000 Penalty: 4226.310059
	Iteration 31Q: 3 clusters Score -540345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -540346.125000 Penalty: 4226.310059
	Iteration 32Q: 3 clusters Score -540346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -540347.937500 Penalty: 4226.310059
	Iteration 33Q: 3 clusters Score -540347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -540349.562500 Penalty: 4226.310059
	Iteration 34Q: 3 clusters Score -540349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -540350.187500 Penalty: 4226.310059
	Iteration 35Q: 3 clusters Score -540350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -540351.125000 Penalty: 4226.310059
	Iteration 36Q: 3 clusters Score -540351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -540352.000000 Penalty: 4226.310059
	Iteration 37Q: 3 clusters Score -540352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -540351.812500 Penalty: 4226.310059
	Iteration 38Q: 3 clusters Score -540351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -540351.937500 Penalty: 4226.310059
	Iteration 39Q: 3 clusters Score -540351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -540351.937500 Penalty: 4226.310059
	Iteration 40F: 3 clusters Score -540351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -561029.062500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -561029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -556283.062500 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -556283.1 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -557455.250000 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -557455.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -557688.000000 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -557688 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -557836.500000 Penalty: 4253.803711
	Iteration 3F: 3 clusters Score -557836.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -557935.812500 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -557935.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -558017.125000 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -558017.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -558083.062500 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -558083.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -558147.750000 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -558147.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -558204.937500 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -558204.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -558253.437500 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -558253.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -558295.812500 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -558295.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -558326.562500 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -558326.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -558356.000000 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -558356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -558379.375000 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -558379.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -558403.250000 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -558403.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -558429.875000 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -558429.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -558458.250000 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -558458.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -558487.937500 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -558487.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -558520.000000 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -558520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -558555.500000 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -558555.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -558599.687500 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -558599.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -558648.062500 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -558648.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -558695.312500 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -558695.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -558737.562500 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -558737.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -558795.937500 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -558795.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -558875.562500 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -558875.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -558975.000000 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -558975 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -559085.875000 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -559085.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -559200.500000 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -559200.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -559303.562500 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -559303.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -559419.312500 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -559419.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -559515.437500 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -559515.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -559585.375000 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -559585.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -559628.000000 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -559628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -559659.937500 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -559659.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -559674.312500 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -559674.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -559686.250000 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -559686.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -559698.937500 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -559698.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -559714.562500 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -559714.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -559722.812500 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -559722.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -559729.562500 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -559729.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -559734.500000 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -559734.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -559741.375000 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -559741.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -559742.687500 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -559742.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -559745.375000 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -559745.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -559747.062500 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -559747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -559749.562500 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -559749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -559751.687500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -559751.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -559752.375000 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -559752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -559753.062500 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -559753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -559753.562500 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -559753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -559754.562500 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -559754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -559757.812500 Penalty: 4253.803711
	Iteration 52Q: 3 clusters Score -559757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -559759.500000 Penalty: 4253.803711
	Iteration 53Q: 3 clusters Score -559759.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -559760.562500 Penalty: 4253.803711
	Iteration 54Q: 3 clusters Score -559760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -559761.625000 Penalty: 4253.803711
	Iteration 55Q: 3 clusters Score -559761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -559763.687500 Penalty: 4253.803711
	Iteration 56Q: 3 clusters Score -559763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -559764.125000 Penalty: 4253.803711
	Iteration 57Q: 3 clusters Score -559764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -559765.500000 Penalty: 4253.803711
	Iteration 58Q: 3 clusters Score -559765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -559766.687500 Penalty: 4253.803711
	Iteration 59Q: 3 clusters Score -559766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -559767.500000 Penalty: 4253.803711
	Iteration 60F: 3 clusters Score -559767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -559768.125000 Penalty: 4253.803711
	Iteration 61Q: 3 clusters Score -559768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -559767.750000 Penalty: 4253.803711
	Iteration 62Q: 3 clusters Score -559767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -559767.562500 Penalty: 4253.803711
	Iteration 63Q: 3 clusters Score -559767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -559768.750000 Penalty: 4253.803711
	Iteration 64Q: 3 clusters Score -559768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -559769.437500 Penalty: 4253.803711
	Iteration 65Q: 3 clusters Score -559769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -559769.875000 Penalty: 4253.803711
	Iteration 66Q: 3 clusters Score -559769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -559770.750000 Penalty: 4253.803711
	Iteration 67Q: 3 clusters Score -559770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -559772.437500 Penalty: 4253.803711
	Iteration 68Q: 3 clusters Score -559772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -559772.500000 Penalty: 4253.803711
	Iteration 69Q: 3 clusters Score -559772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -559771.875000 Penalty: 4253.803711
	Iteration 70Q: 3 clusters Score -559771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -559771.875000 Penalty: 4253.803711
	Iteration 71F: 3 clusters Score -559771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Entering Unmasked Estep 
Score: -1063173.500000 Penalty: 2292.624023
	Iteration 0F: 2 clusters Score -1063174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1055298.375000 Penalty: 4585.248047
	Iteration 0F: 3 clusters Score -1055298 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1057681.375000 Penalty: 4585.248047
	Iteration 1F: 3 clusters Score -1057681 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1058147.875000 Penalty: 4585.248047
	Iteration 2F: 3 clusters Score -1058148 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1058615.750000 Penalty: 4585.248047
	Iteration 3F: 3 clusters Score -1058616 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1059104.250000 Penalty: 4585.248047
	Iteration 4F: 3 clusters Score -1059104 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1059569.375000 Penalty: 4585.248047
	Iteration 5F: 3 clusters Score -1059569 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1060014.875000 Penalty: 4585.248047
	Iteration 6F: 3 clusters Score -1060015 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1060466.500000 Penalty: 4585.248047
	Iteration 7F: 3 clusters Score -1060466 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1060871.000000 Penalty: 4585.248047
	Iteration 8Q: 3 clusters Score -1060871 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1061141.375000 Penalty: 4585.248047
	Iteration 9Q: 3 clusters Score -1061141 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1061307.750000 Penalty: 4585.248047
	Iteration 10Q: 3 clusters Score -1061308 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1061400.125000 Penalty: 4585.248047
	Iteration 11Q: 3 clusters Score -1061400 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1061455.500000 Penalty: 4585.248047
	Iteration 12Q: 3 clusters Score -1061456 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1061503.000000 Penalty: 4585.248047
	Iteration 13Q: 3 clusters Score -1061503 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1061532.750000 Penalty: 4585.248047
	Iteration 14Q: 3 clusters Score -1061533 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1061557.375000 Penalty: 4585.248047
	Iteration 15Q: 3 clusters Score -1061557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1061562.750000 Penalty: 4585.248047
	Iteration 16Q: 3 clusters Score -1061563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1061568.625000 Penalty: 4585.248047
	Iteration 17Q: 3 clusters Score -1061569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1061574.125000 Penalty: 4585.248047
	Iteration 18Q: 3 clusters Score -1061574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1061578.625000 Penalty: 4585.248047
	Iteration 19Q: 3 clusters Score -1061579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1061579.750000 Penalty: 4585.248047
	Iteration 20F: 3 clusters Score -1061580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1061579.875000 Penalty: 4585.248047
	Iteration 21Q: 3 clusters Score -1061580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1061580.125000 Penalty: 4585.248047
	Iteration 22Q: 3 clusters Score -1061580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1061584.000000 Penalty: 4585.248047
	Iteration 23Q: 3 clusters Score -1061584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1061584.125000 Penalty: 4585.248047
	Iteration 24Q: 3 clusters Score -1061584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1061584.500000 Penalty: 4585.248047
	Iteration 25Q: 3 clusters Score -1061584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1061587.750000 Penalty: 4585.248047
	Iteration 26Q: 3 clusters Score -1061588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1061587.750000 Penalty: 4585.248047
	Iteration 27Q: 3 clusters Score -1061588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1061587.875000 Penalty: 4585.248047
	Iteration 28Q: 3 clusters Score -1061588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1061591.125000 Penalty: 4585.248047
	Iteration 29Q: 3 clusters Score -1061591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1061590.875000 Penalty: 4585.248047
	Iteration 30Q: 3 clusters Score -1061591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1061593.000000 Penalty: 4585.248047
	Iteration 31Q: 3 clusters Score -1061593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1061593.750000 Penalty: 4585.248047
	Iteration 32Q: 3 clusters Score -1061594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1061596.500000 Penalty: 4585.248047
	Iteration 33Q: 3 clusters Score -1061596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1061593.250000 Penalty: 4585.248047
	Iteration 34Q: 3 clusters Score -1061593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1061595.250000 Penalty: 4585.248047
	Iteration 35Q: 3 clusters Score -1061595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1061595.625000 Penalty: 4585.248047
	Iteration 36Q: 3 clusters Score -1061596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1061595.625000 Penalty: 4585.248047
	Iteration 37F: 3 clusters Score -1061596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Entering Unmasked Estep 
Score: -14458914.000000 Penalty: 2917.003418
	Iteration 0F: 2 clusters Score -1.445891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -14373231.000000 Penalty: 5834.006836
	Iteration 0F: 3 clusters Score -1.437323e+07 nChanged 60994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -14408902.000000 Penalty: 5834.006836
	Iteration 1F: 3 clusters Score -1.44089e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -14409935.000000 Penalty: 5834.006836
	Iteration 2Q: 3 clusters Score -1.440994e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -14411343.000000 Penalty: 5834.006836
	Iteration 3Q: 3 clusters Score -1.441134e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
Score: -14413393.000000 Penalty: 5834.006836
	Iteration 4Q: 3 clusters Score -1.441339e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -14416425.000000 Penalty: 5834.006836
	Iteration 5Q: 3 clusters Score -1.441642e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -14421506.000000 Penalty: 5834.006836
	Iteration 6F: 3 clusters Score -1.442151e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -14429250.000000 Penalty: 5834.006836
	Iteration 7F: 3 clusters Score -1.442925e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 108820 members 
Entering Unmasked Estep 
Score: -14439021.000000 Penalty: 5834.006836
	Iteration 8F: 3 clusters Score -1.443902e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -14447967.000000 Penalty: 5834.006836
	Iteration 9F: 3 clusters Score -1.444797e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 123891 members 
Entering Unmasked Estep 
Score: -14453144.000000 Penalty: 5834.006836
	Iteration 10Q: 3 clusters Score -1.445314e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 126358 members 
Entering Unmasked Estep 
Score: -14455269.000000 Penalty: 5834.006836
	Iteration 11Q: 3 clusters Score -1.445527e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 127218 members 
Entering Unmasked Estep 
Score: -14455907.000000 Penalty: 5834.006836
	Iteration 12Q: 3 clusters Score -1.445591e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 127525 members 
Entering Unmasked Estep 
Score: -14456215.000000 Penalty: 5834.006836
	Iteration 13Q: 3 clusters Score -1.445622e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 127654 members 
Entering Unmasked Estep 
Score: -14456363.000000 Penalty: 5834.006836
	Iteration 14Q: 3 clusters Score -1.445636e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -14456446.000000 Penalty: 5834.006836
	Iteration 15Q: 3 clusters Score -1.445645e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 127760 members 
Entering Unmasked Estep 
Score: -14456482.000000 Penalty: 5834.006836
	Iteration 16Q: 3 clusters Score -1.445648e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 127785 members 
Entering Unmasked Estep 
Score: -14456538.000000 Penalty: 5834.006836
	Iteration 17Q: 3 clusters Score -1.445654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 127799 members 
Entering Unmasked Estep 
Score: -14456558.000000 Penalty: 5834.006836
	Iteration 18Q: 3 clusters Score -1.445656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 127804 members 
Entering Unmasked Estep 
Score: -14456568.000000 Penalty: 5834.006836
	Iteration 19Q: 3 clusters Score -1.445657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 127806 members 
Entering Unmasked Estep 
Score: -14456572.000000 Penalty: 5834.006836
	Iteration 20F: 3 clusters Score -1.445657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 127809 members 
Entering Unmasked Estep 
Score: -14456578.000000 Penalty: 5834.006836
	Iteration 21Q: 3 clusters Score -1.445658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 127809 members 
Entering Unmasked Estep 
Score: -14456591.000000 Penalty: 5834.006836
	Iteration 22Q: 3 clusters Score -1.445659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 127810 members 
Entering Unmasked Estep 
Score: -14456580.000000 Penalty: 5834.006836
	Iteration 23Q: 3 clusters Score -1.445658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 127811 members 
Entering Unmasked Estep 
Score: -14456580.000000 Penalty: 5834.006836
	Iteration 24Q: 3 clusters Score -1.445658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 127810 members 
Entering Unmasked Estep 
Score: -14456582.000000 Penalty: 5834.006836
	Iteration 25Q: 3 clusters Score -1.445658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 127809 members 
Entering Unmasked Estep 
Score: -14456586.000000 Penalty: 5834.006836
	Iteration 26Q: 3 clusters Score -1.445659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 127809 members 
Entering Unmasked Estep 
Score: -14456586.000000 Penalty: 5834.006836
	Iteration 27F: 3 clusters Score -1.445659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Entering Unmasked Estep 
Score: -1074239.750000 Penalty: 2282.946289
	Iteration 0F: 2 clusters Score -1074240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1066619.875000 Penalty: 4565.892578
	Iteration 0F: 3 clusters Score -1066620 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1068873.875000 Penalty: 4565.892578
	Iteration 1F: 3 clusters Score -1068874 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1069268.625000 Penalty: 4565.892578
	Iteration 2F: 3 clusters Score -1069269 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1069584.125000 Penalty: 4565.892578
	Iteration 3F: 3 clusters Score -1069584 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1069843.250000 Penalty: 4565.892578
	Iteration 4Q: 3 clusters Score -1069843 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1070083.625000 Penalty: 4565.892578
	Iteration 5Q: 3 clusters Score -1070084 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1070343.000000 Penalty: 4565.892578
	Iteration 6Q: 3 clusters Score -1070343 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1070572.250000 Penalty: 4565.892578
	Iteration 7Q: 3 clusters Score -1070572 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1070812.125000 Penalty: 4565.892578
	Iteration 8Q: 3 clusters Score -1070812 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1071051.125000 Penalty: 4565.892578
	Iteration 9Q: 3 clusters Score -1071051 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1071284.500000 Penalty: 4565.892578
	Iteration 10Q: 3 clusters Score -1071284 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1071537.625000 Penalty: 4565.892578
	Iteration 11Q: 3 clusters Score -1071538 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1071849.375000 Penalty: 4565.892578
	Iteration 12Q: 3 clusters Score -1071849 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1072075.125000 Penalty: 4565.892578
	Iteration 13Q: 3 clusters Score -1072075 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1072207.875000 Penalty: 4565.892578
	Iteration 14Q: 3 clusters Score -1072208 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1072282.250000 Penalty: 4565.892578
	Iteration 15Q: 3 clusters Score -1072282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1072324.625000 Penalty: 4565.892578
	Iteration 16Q: 3 clusters Score -1072325 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1072349.125000 Penalty: 4565.892578
	Iteration 17Q: 3 clusters Score -1072349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1072372.250000 Penalty: 4565.892578
	Iteration 18Q: 3 clusters Score -1072372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1072408.625000 Penalty: 4565.892578
	Iteration 19Q: 3 clusters Score -1072409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1072449.125000 Penalty: 4565.892578
	Iteration 20F: 3 clusters Score -1072449 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1072487.500000 Penalty: 4565.892578
	Iteration 21Q: 3 clusters Score -1072488 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1072532.625000 Penalty: 4565.892578
	Iteration 22Q: 3 clusters Score -1072533 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1072581.625000 Penalty: 4565.892578
	Iteration 23Q: 3 clusters Score -1072582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1072635.750000 Penalty: 4565.892578
	Iteration 24Q: 3 clusters Score -1072636 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1072707.875000 Penalty: 4565.892578
	Iteration 25Q: 3 clusters Score -1072708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1072799.375000 Penalty: 4565.892578
	Iteration 26Q: 3 clusters Score -1072799 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1072884.500000 Penalty: 4565.892578
	Iteration 27Q: 3 clusters Score -1072884 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1072966.000000 Penalty: 4565.892578
	Iteration 28Q: 3 clusters Score -1072966 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1073052.875000 Penalty: 4565.892578
	Iteration 29Q: 3 clusters Score -1073053 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1073132.625000 Penalty: 4565.892578
	Iteration 30Q: 3 clusters Score -1073133 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1073244.125000 Penalty: 4565.892578
	Iteration 31Q: 3 clusters Score -1073244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1073469.875000 Penalty: 4565.892578
	Iteration 32Q: 3 clusters Score -1073470 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1073773.875000 Penalty: 4565.892578
	Iteration 33Q: 3 clusters Score -1073774 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1073927.375000 Penalty: 4565.892578
	Iteration 34Q: 3 clusters Score -1073927 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1073991.625000 Penalty: 4565.892578
	Iteration 35Q: 3 clusters Score -1073992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1074009.875000 Penalty: 4565.892578
	Iteration 36Q: 3 clusters Score -1074010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1074016.750000 Penalty: 4565.892578
	Iteration 37Q: 3 clusters Score -1074017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1074021.375000 Penalty: 4565.892578
	Iteration 38Q: 3 clusters Score -1074021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1074025.500000 Penalty: 4565.892578
	Iteration 39Q: 3 clusters Score -1074026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1074026.125000 Penalty: 4565.892578
	Iteration 40F: 3 clusters Score -1074026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1074025.625000 Penalty: 4565.892578
	Iteration 41Q: 3 clusters Score -1074026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1074027.250000 Penalty: 4565.892578
	Iteration 42Q: 3 clusters Score -1074027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1074027.875000 Penalty: 4565.892578
	Iteration 43Q: 3 clusters Score -1074028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1074027.875000 Penalty: 4565.892578
	Iteration 44F: 3 clusters Score -1074028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47979.800781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -47979.8 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 251 members 
Entering Unmasked Estep 
Score: -46497.218750 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -46497.22 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46692.929688 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46692.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46760.855469 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -46760.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46774.675781 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -46774.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46786.750000 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -46786.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46793.238281 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -46793.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46797.234375 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -46797.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46800.328125 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -46800.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46801.160156 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -46801.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46802.511719 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -46802.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46803.714844 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -46803.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46810.980469 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -46810.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46817.816406 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -46817.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46821.578125 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -46821.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46825.257812 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -46825.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46826.320312 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -46826.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46826.320312 Penalty: 3075.452393
	Iteration 16F: 3 clusters Score -46826.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Entering Unmasked Estep 
Score: -1522111.000000 Penalty: 2361.221680
	Iteration 0F: 2 clusters Score -1522111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1512056.250000 Penalty: 4722.443359
	Iteration 0F: 3 clusters Score -1512056 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1515270.500000 Penalty: 4722.443359
	Iteration 1F: 3 clusters Score -1515270 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1515771.125000 Penalty: 4722.443359
	Iteration 2F: 3 clusters Score -1515771 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1516326.375000 Penalty: 4722.443359
	Iteration 3F: 3 clusters Score -1516326 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1516956.625000 Penalty: 4722.443359
	Iteration 4F: 3 clusters Score -1516957 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1517718.875000 Penalty: 4722.443359
	Iteration 5F: 3 clusters Score -1517719 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1518577.875000 Penalty: 4722.443359
	Iteration 6F: 3 clusters Score -1518578 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1519307.500000 Penalty: 4722.443359
	Iteration 7F: 3 clusters Score -1519308 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1519869.250000 Penalty: 4722.443359
	Iteration 8F: 3 clusters Score -1519869 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1520178.500000 Penalty: 4722.443359
	Iteration 9Q: 3 clusters Score -1520178 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1520363.125000 Penalty: 4722.443359
	Iteration 10Q: 3 clusters Score -1520363 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1520460.875000 Penalty: 4722.443359
	Iteration 11Q: 3 clusters Score -1520461 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1520517.875000 Penalty: 4722.443359
	Iteration 12Q: 3 clusters Score -1520518 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1520566.375000 Penalty: 4722.443359
	Iteration 13Q: 3 clusters Score -1520566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1520599.000000 Penalty: 4722.443359
	Iteration 14Q: 3 clusters Score -1520599 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1520630.500000 Penalty: 4722.443359
	Iteration 15Q: 3 clusters Score -1520630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1520645.500000 Penalty: 4722.443359
	Iteration 16Q: 3 clusters Score -1520646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1520661.250000 Penalty: 4722.443359
	Iteration 17Q: 3 clusters Score -1520661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1520677.125000 Penalty: 4722.443359
	Iteration 18Q: 3 clusters Score -1520677 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1520686.750000 Penalty: 4722.443359
	Iteration 19Q: 3 clusters Score -1520687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1520697.750000 Penalty: 4722.443359
	Iteration 20F: 3 clusters Score -1520698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1520704.375000 Penalty: 4722.443359
	Iteration 21Q: 3 clusters Score -1520704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1520715.125000 Penalty: 4722.443359
	Iteration 22Q: 3 clusters Score -1520715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1520722.125000 Penalty: 4722.443359
	Iteration 23Q: 3 clusters Score -1520722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1520721.875000 Penalty: 4722.443359
	Iteration 24Q: 3 clusters Score -1520722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1520729.500000 Penalty: 4722.443359
	Iteration 25Q: 3 clusters Score -1520730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1520736.250000 Penalty: 4722.443359
	Iteration 26Q: 3 clusters Score -1520736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1520737.250000 Penalty: 4722.443359
	Iteration 27Q: 3 clusters Score -1520737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1520738.000000 Penalty: 4722.443359
	Iteration 28Q: 3 clusters Score -1520738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1520740.250000 Penalty: 4722.443359
	Iteration 29Q: 3 clusters Score -1520740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1520743.500000 Penalty: 4722.443359
	Iteration 30Q: 3 clusters Score -1520744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1520741.000000 Penalty: 4722.443359
	Iteration 31Q: 3 clusters Score -1520741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1520740.000000 Penalty: 4722.443359
	Iteration 32Q: 3 clusters Score -1520740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1520741.875000 Penalty: 4722.443359
	Iteration 33Q: 3 clusters Score -1520742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1520748.250000 Penalty: 4722.443359
	Iteration 34Q: 3 clusters Score -1520748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1520745.625000 Penalty: 4722.443359
	Iteration 35Q: 3 clusters Score -1520746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1520747.875000 Penalty: 4722.443359
	Iteration 36Q: 3 clusters Score -1520748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1520747.625000 Penalty: 4722.443359
	Iteration 37Q: 3 clusters Score -1520748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1520744.625000 Penalty: 4722.443359
	Iteration 38Q: 3 clusters Score -1520745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1520745.500000 Penalty: 4722.443359
	Iteration 39Q: 3 clusters Score -1520746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1520749.000000 Penalty: 4722.443359
	Iteration 40F: 3 clusters Score -1520749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1520750.500000 Penalty: 4722.443359
	Iteration 41Q: 3 clusters Score -1520750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1520750.500000 Penalty: 4722.443359
	Iteration 42Q: 3 clusters Score -1520750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1520750.500000 Penalty: 4722.443359
	Iteration 43F: 3 clusters Score -1520750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -674924.687500 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -674924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -669840.687500 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -669840.7 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -671112.625000 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -671112.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -671310.937500 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -671310.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -671444.250000 Penalty: 4311.974609
	Iteration 3Q: 3 clusters Score -671444.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -671544.000000 Penalty: 4311.974609
	Iteration 4Q: 3 clusters Score -671544 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -671633.375000 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -671633.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -671723.062500 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -671723.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -671828.312500 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -671828.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -671937.562500 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -671937.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -672028.562500 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -672028.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -672110.687500 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -672110.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -672208.687500 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -672208.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -672295.750000 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -672295.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -672371.937500 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -672371.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -672452.125000 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -672452.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -672511.312500 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -672511.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -672562.000000 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -672562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -672608.312500 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -672608.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -672639.187500 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -672639.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -672674.312500 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -672674.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -672709.187500 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -672709.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -672746.062500 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -672746.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -672771.875000 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -672771.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -672796.000000 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -672796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -672817.312500 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -672817.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -672840.062500 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -672840.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -672861.000000 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -672861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -672878.250000 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -672878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -672891.375000 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -672891.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -672901.187500 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -672901.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -672914.375000 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -672914.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -672927.500000 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -672927.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -672939.312500 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -672939.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -672947.687500 Penalty: 4311.974609
	Iteration 33Q: 3 clusters Score -672947.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -672953.375000 Penalty: 4311.974609
	Iteration 34Q: 3 clusters Score -672953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -672953.500000 Penalty: 4311.974609
	Iteration 35Q: 3 clusters Score -672953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -672957.187500 Penalty: 4311.974609
	Iteration 36Q: 3 clusters Score -672957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -672957.125000 Penalty: 4311.974609
	Iteration 37Q: 3 clusters Score -672957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -672960.250000 Penalty: 4311.974609
	Iteration 38Q: 3 clusters Score -672960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -672963.125000 Penalty: 4311.974609
	Iteration 39Q: 3 clusters Score -672963.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -672966.187500 Penalty: 4311.974609
	Iteration 40F: 3 clusters Score -672966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -672967.687500 Penalty: 4311.974609
	Iteration 41Q: 3 clusters Score -672967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -672970.937500 Penalty: 4311.974609
	Iteration 42Q: 3 clusters Score -672970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -672972.875000 Penalty: 4311.974609
	Iteration 43Q: 3 clusters Score -672972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -672973.500000 Penalty: 4311.974609
	Iteration 44Q: 3 clusters Score -672973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -672973.812500 Penalty: 4311.974609
	Iteration 45Q: 3 clusters Score -672973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -672975.437500 Penalty: 4311.974609
	Iteration 46Q: 3 clusters Score -672975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -672975.437500 Penalty: 4311.974609
	Iteration 47F: 3 clusters Score -672975.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Entering Unmasked Estep 
Score: -1523865.250000 Penalty: 2367.680420
	Iteration 0F: 2 clusters Score -1523865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1513652.250000 Penalty: 4735.360840
	Iteration 0F: 3 clusters Score -1513652 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1516907.625000 Penalty: 4735.360840
	Iteration 1F: 3 clusters Score -1516908 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1517304.750000 Penalty: 4735.360840
	Iteration 2F: 3 clusters Score -1517305 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1517639.000000 Penalty: 4735.360840
	Iteration 3F: 3 clusters Score -1517639 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1518010.875000 Penalty: 4735.360840
	Iteration 4Q: 3 clusters Score -1518011 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1518570.250000 Penalty: 4735.360840
	Iteration 5F: 3 clusters Score -1518570 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1519340.125000 Penalty: 4735.360840
	Iteration 6F: 3 clusters Score -1519340 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1520267.000000 Penalty: 4735.360840
	Iteration 7F: 3 clusters Score -1520267 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1521092.000000 Penalty: 4735.360840
	Iteration 8F: 3 clusters Score -1521092 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1521764.125000 Penalty: 4735.360840
	Iteration 9F: 3 clusters Score -1521764 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1522301.125000 Penalty: 4735.360840
	Iteration 10Q: 3 clusters Score -1522301 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1522667.375000 Penalty: 4735.360840
	Iteration 11Q: 3 clusters Score -1522667 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1522933.875000 Penalty: 4735.360840
	Iteration 12Q: 3 clusters Score -1522934 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1523119.000000 Penalty: 4735.360840
	Iteration 13Q: 3 clusters Score -1523119 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1523248.500000 Penalty: 4735.360840
	Iteration 14Q: 3 clusters Score -1523248 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1523338.750000 Penalty: 4735.360840
	Iteration 15Q: 3 clusters Score -1523339 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1523392.000000 Penalty: 4735.360840
	Iteration 16Q: 3 clusters Score -1523392 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1523439.375000 Penalty: 4735.360840
	Iteration 17Q: 3 clusters Score -1523439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1523472.000000 Penalty: 4735.360840
	Iteration 18Q: 3 clusters Score -1523472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1523501.375000 Penalty: 4735.360840
	Iteration 19Q: 3 clusters Score -1523501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1523522.750000 Penalty: 4735.360840
	Iteration 20F: 3 clusters Score -1523523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1523540.250000 Penalty: 4735.360840
	Iteration 21Q: 3 clusters Score -1523540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1523555.500000 Penalty: 4735.360840
	Iteration 22Q: 3 clusters Score -1523556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1523569.625000 Penalty: 4735.360840
	Iteration 23Q: 3 clusters Score -1523570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1523587.500000 Penalty: 4735.360840
	Iteration 24Q: 3 clusters Score -1523588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1523609.750000 Penalty: 4735.360840
	Iteration 25Q: 3 clusters Score -1523610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1523620.000000 Penalty: 4735.360840
	Iteration 26Q: 3 clusters Score -1523620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1523628.875000 Penalty: 4735.360840
	Iteration 27Q: 3 clusters Score -1523629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1523640.250000 Penalty: 4735.360840
	Iteration 28Q: 3 clusters Score -1523640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1523640.625000 Penalty: 4735.360840
	Iteration 29Q: 3 clusters Score -1523641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1523647.875000 Penalty: 4735.360840
	Iteration 30Q: 3 clusters Score -1523648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1523651.125000 Penalty: 4735.360840
	Iteration 31Q: 3 clusters Score -1523651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1523658.000000 Penalty: 4735.360840
	Iteration 32Q: 3 clusters Score -1523658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1523664.875000 Penalty: 4735.360840
	Iteration 33Q: 3 clusters Score -1523665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1523662.875000 Penalty: 4735.360840
	Iteration 34Q: 3 clusters Score -1523663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1523666.250000 Penalty: 4735.360840
	Iteration 35Q: 3 clusters Score -1523666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1523669.000000 Penalty: 4735.360840
	Iteration 36Q: 3 clusters Score -1523669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1523666.250000 Penalty: 4735.360840
	Iteration 37Q: 3 clusters Score -1523666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1523668.375000 Penalty: 4735.360840
	Iteration 38Q: 3 clusters Score -1523668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1523667.250000 Penalty: 4735.360840
	Iteration 39Q: 3 clusters Score -1523667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1523665.875000 Penalty: 4735.360840
	Iteration 40F: 3 clusters Score -1523666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1523666.000000 Penalty: 4735.360840
	Iteration 41Q: 3 clusters Score -1523666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1523666.000000 Penalty: 4735.360840
	Iteration 42F: 3 clusters Score -1523666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -288575.843750 Penalty: 2000.575195
	Iteration 0F: 2 clusters Score -288575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -285149.906250 Penalty: 4001.150391
	Iteration 0F: 3 clusters Score -285149.9 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -286038.937500 Penalty: 4001.150391
	Iteration 1F: 3 clusters Score -286038.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -286378.531250 Penalty: 4001.150391
	Iteration 2F: 3 clusters Score -286378.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -286654.125000 Penalty: 4001.150391
	Iteration 3F: 3 clusters Score -286654.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -286901.750000 Penalty: 4001.150391
	Iteration 4F: 3 clusters Score -286901.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -287093.375000 Penalty: 4001.150391
	Iteration 5F: 3 clusters Score -287093.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -287249.312500 Penalty: 4001.150391
	Iteration 6Q: 3 clusters Score -287249.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -287368.312500 Penalty: 4001.150391
	Iteration 7Q: 3 clusters Score -287368.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -287473.906250 Penalty: 4001.150391
	Iteration 8Q: 3 clusters Score -287473.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -287551.406250 Penalty: 4001.150391
	Iteration 9Q: 3 clusters Score -287551.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -287596.000000 Penalty: 4001.150391
	Iteration 10Q: 3 clusters Score -287596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -287631.437500 Penalty: 4001.150391
	Iteration 11Q: 3 clusters Score -287631.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -287657.093750 Penalty: 4001.150391
	Iteration 12Q: 3 clusters Score -287657.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -287672.312500 Penalty: 4001.150391
	Iteration 13Q: 3 clusters Score -287672.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -287683.750000 Penalty: 4001.150391
	Iteration 14Q: 3 clusters Score -287683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -287692.156250 Penalty: 4001.150391
	Iteration 15Q: 3 clusters Score -287692.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -287696.375000 Penalty: 4001.150391
	Iteration 16Q: 3 clusters Score -287696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -287699.437500 Penalty: 4001.150391
	Iteration 17Q: 3 clusters Score -287699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -287701.281250 Penalty: 4001.150391
	Iteration 18Q: 3 clusters Score -287701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -287703.906250 Penalty: 4001.150391
	Iteration 19Q: 3 clusters Score -287703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -287705.343750 Penalty: 4001.150391
	Iteration 20F: 3 clusters Score -287705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -287706.843750 Penalty: 4001.150391
	Iteration 21Q: 3 clusters Score -287706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -287709.343750 Penalty: 4001.150391
	Iteration 22Q: 3 clusters Score -287709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -287709.718750 Penalty: 4001.150391
	Iteration 23Q: 3 clusters Score -287709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -287710.218750 Penalty: 4001.150391
	Iteration 24Q: 3 clusters Score -287710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -287711.687500 Penalty: 4001.150391
	Iteration 25Q: 3 clusters Score -287711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -287712.437500 Penalty: 4001.150391
	Iteration 26Q: 3 clusters Score -287712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -287712.656250 Penalty: 4001.150391
	Iteration 27Q: 3 clusters Score -287712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -287712.656250 Penalty: 4001.150391
	Iteration 28F: 3 clusters Score -287712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Entering Unmasked Estep 
Score: -1734752.750000 Penalty: 2404.341309
	Iteration 0F: 2 clusters Score -1734753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1723106.500000 Penalty: 4808.682617
	Iteration 0F: 3 clusters Score -1723106 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1726953.500000 Penalty: 4808.682617
	Iteration 1F: 3 clusters Score -1726954 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1727468.250000 Penalty: 4808.682617
	Iteration 2F: 3 clusters Score -1727468 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1728012.125000 Penalty: 4808.682617
	Iteration 3F: 3 clusters Score -1728012 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1728558.875000 Penalty: 4808.682617
	Iteration 4F: 3 clusters Score -1728559 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1729094.375000 Penalty: 4808.682617
	Iteration 5F: 3 clusters Score -1729094 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1729588.750000 Penalty: 4808.682617
	Iteration 6F: 3 clusters Score -1729589 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1729999.250000 Penalty: 4808.682617
	Iteration 7Q: 3 clusters Score -1729999 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1730329.250000 Penalty: 4808.682617
	Iteration 8Q: 3 clusters Score -1730329 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1730611.000000 Penalty: 4808.682617
	Iteration 9Q: 3 clusters Score -1730611 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1730842.750000 Penalty: 4808.682617
	Iteration 10Q: 3 clusters Score -1730843 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1731018.250000 Penalty: 4808.682617
	Iteration 11Q: 3 clusters Score -1731018 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1731179.125000 Penalty: 4808.682617
	Iteration 12Q: 3 clusters Score -1731179 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1731335.375000 Penalty: 4808.682617
	Iteration 13Q: 3 clusters Score -1731335 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1731480.625000 Penalty: 4808.682617
	Iteration 14Q: 3 clusters Score -1731481 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1731613.125000 Penalty: 4808.682617
	Iteration 15Q: 3 clusters Score -1731613 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1731766.000000 Penalty: 4808.682617
	Iteration 16Q: 3 clusters Score -1731766 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1731883.375000 Penalty: 4808.682617
	Iteration 17Q: 3 clusters Score -1731883 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1731967.625000 Penalty: 4808.682617
	Iteration 18Q: 3 clusters Score -1731968 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1732056.250000 Penalty: 4808.682617
	Iteration 19Q: 3 clusters Score -1732056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1732140.125000 Penalty: 4808.682617
	Iteration 20F: 3 clusters Score -1732140 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1732212.500000 Penalty: 4808.682617
	Iteration 21Q: 3 clusters Score -1732212 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1732274.125000 Penalty: 4808.682617
	Iteration 22Q: 3 clusters Score -1732274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1732320.375000 Penalty: 4808.682617
	Iteration 23Q: 3 clusters Score -1732320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1732371.500000 Penalty: 4808.682617
	Iteration 24Q: 3 clusters Score -1732372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1732411.625000 Penalty: 4808.682617
	Iteration 25Q: 3 clusters Score -1732412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1732454.375000 Penalty: 4808.682617
	Iteration 26Q: 3 clusters Score -1732454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1732480.500000 Penalty: 4808.682617
	Iteration 27Q: 3 clusters Score -1732480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1732504.125000 Penalty: 4808.682617
	Iteration 28Q: 3 clusters Score -1732504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1732519.750000 Penalty: 4808.682617
	Iteration 29Q: 3 clusters Score -1732520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1732539.500000 Penalty: 4808.682617
	Iteration 30Q: 3 clusters Score -1732540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1732548.625000 Penalty: 4808.682617
	Iteration 31Q: 3 clusters Score -1732549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1732551.750000 Penalty: 4808.682617
	Iteration 32Q: 3 clusters Score -1732552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1732560.125000 Penalty: 4808.682617
	Iteration 33Q: 3 clusters Score -1732560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1732565.000000 Penalty: 4808.682617
	Iteration 34Q: 3 clusters Score -1732565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1732571.375000 Penalty: 4808.682617
	Iteration 35Q: 3 clusters Score -1732571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1732581.125000 Penalty: 4808.682617
	Iteration 36Q: 3 clusters Score -1732581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1732586.625000 Penalty: 4808.682617
	Iteration 37Q: 3 clusters Score -1732587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1732593.375000 Penalty: 4808.682617
	Iteration 38Q: 3 clusters Score -1732593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1732595.000000 Penalty: 4808.682617
	Iteration 39Q: 3 clusters Score -1732595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1732600.500000 Penalty: 4808.682617
	Iteration 40F: 3 clusters Score -1732600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1732606.500000 Penalty: 4808.682617
	Iteration 41Q: 3 clusters Score -1732606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1732609.250000 Penalty: 4808.682617
	Iteration 42Q: 3 clusters Score -1732609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1732614.125000 Penalty: 4808.682617
	Iteration 43Q: 3 clusters Score -1732614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1732617.500000 Penalty: 4808.682617
	Iteration 44Q: 3 clusters Score -1732618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1732620.750000 Penalty: 4808.682617
	Iteration 45Q: 3 clusters Score -1732621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1732625.125000 Penalty: 4808.682617
	Iteration 46Q: 3 clusters Score -1732625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1732625.750000 Penalty: 4808.682617
	Iteration 47Q: 3 clusters Score -1732626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1732627.250000 Penalty: 4808.682617
	Iteration 48Q: 3 clusters Score -1732627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1732627.375000 Penalty: 4808.682617
	Iteration 49Q: 3 clusters Score -1732627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1732630.125000 Penalty: 4808.682617
	Iteration 50Q: 3 clusters Score -1732630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1732636.875000 Penalty: 4808.682617
	Iteration 51Q: 3 clusters Score -1732637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1732642.500000 Penalty: 4808.682617
	Iteration 52Q: 3 clusters Score -1732642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1732644.875000 Penalty: 4808.682617
	Iteration 53Q: 3 clusters Score -1732645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1732646.125000 Penalty: 4808.682617
	Iteration 54Q: 3 clusters Score -1732646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1732648.375000 Penalty: 4808.682617
	Iteration 55Q: 3 clusters Score -1732648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1732651.500000 Penalty: 4808.682617
	Iteration 56Q: 3 clusters Score -1732652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1732651.500000 Penalty: 4808.682617
	Iteration 57F: 3 clusters Score -1732652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -916843.125000 Penalty: 2245.023926
	Iteration 0F: 2 clusters Score -916843.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -909984.625000 Penalty: 4490.047852
	Iteration 0F: 3 clusters Score -909984.6 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -911996.062500 Penalty: 4490.047852
	Iteration 1F: 3 clusters Score -911996.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -912330.625000 Penalty: 4490.047852
	Iteration 2F: 3 clusters Score -912330.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -912619.250000 Penalty: 4490.047852
	Iteration 3F: 3 clusters Score -912619.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -912953.437500 Penalty: 4490.047852
	Iteration 4F: 3 clusters Score -912953.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -913306.500000 Penalty: 4490.047852
	Iteration 5F: 3 clusters Score -913306.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -913660.312500 Penalty: 4490.047852
	Iteration 6F: 3 clusters Score -913660.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -914021.625000 Penalty: 4490.047852
	Iteration 7F: 3 clusters Score -914021.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -914387.250000 Penalty: 4490.047852
	Iteration 8Q: 3 clusters Score -914387.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -914717.625000 Penalty: 4490.047852
	Iteration 9Q: 3 clusters Score -914717.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -914966.375000 Penalty: 4490.047852
	Iteration 10Q: 3 clusters Score -914966.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -915152.000000 Penalty: 4490.047852
	Iteration 11Q: 3 clusters Score -915152 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -915279.500000 Penalty: 4490.047852
	Iteration 12Q: 3 clusters Score -915279.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -915363.687500 Penalty: 4490.047852
	Iteration 13Q: 3 clusters Score -915363.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -915427.312500 Penalty: 4490.047852
	Iteration 14Q: 3 clusters Score -915427.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -915484.187500 Penalty: 4490.047852
	Iteration 15Q: 3 clusters Score -915484.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -915524.812500 Penalty: 4490.047852
	Iteration 16Q: 3 clusters Score -915524.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -915552.375000 Penalty: 4490.047852
	Iteration 17Q: 3 clusters Score -915552.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -915580.687500 Penalty: 4490.047852
	Iteration 18Q: 3 clusters Score -915580.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -915605.687500 Penalty: 4490.047852
	Iteration 19Q: 3 clusters Score -915605.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -915622.000000 Penalty: 4490.047852
	Iteration 20F: 3 clusters Score -915622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -915645.000000 Penalty: 4490.047852
	Iteration 21Q: 3 clusters Score -915645 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -915667.375000 Penalty: 4490.047852
	Iteration 22Q: 3 clusters Score -915667.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -915692.125000 Penalty: 4490.047852
	Iteration 23Q: 3 clusters Score -915692.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -915711.187500 Penalty: 4490.047852
	Iteration 24Q: 3 clusters Score -915711.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -915723.125000 Penalty: 4490.047852
	Iteration 25Q: 3 clusters Score -915723.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -915731.437500 Penalty: 4490.047852
	Iteration 26Q: 3 clusters Score -915731.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -915735.125000 Penalty: 4490.047852
	Iteration 27Q: 3 clusters Score -915735.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -915739.437500 Penalty: 4490.047852
	Iteration 28Q: 3 clusters Score -915739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -915743.750000 Penalty: 4490.047852
	Iteration 29Q: 3 clusters Score -915743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -915745.562500 Penalty: 4490.047852
	Iteration 30Q: 3 clusters Score -915745.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -915745.562500 Penalty: 4490.047852
	Iteration 31Q: 3 clusters Score -915745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -915748.562500 Penalty: 4490.047852
	Iteration 32Q: 3 clusters Score -915748.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -915753.000000 Penalty: 4490.047852
	Iteration 33Q: 3 clusters Score -915753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -915752.625000 Penalty: 4490.047852
	Iteration 34Q: 3 clusters Score -915752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -915753.812500 Penalty: 4490.047852
	Iteration 35Q: 3 clusters Score -915753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -915754.312500 Penalty: 4490.047852
	Iteration 36Q: 3 clusters Score -915754.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -915754.312500 Penalty: 4490.047852
	Iteration 37F: 3 clusters Score -915754.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -904345.812500 Penalty: 2237.446045
	Iteration 0F: 2 clusters Score -904345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -897760.375000 Penalty: 4474.892090
	Iteration 0F: 3 clusters Score -897760.4 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -899592.000000 Penalty: 4474.892090
	Iteration 1F: 3 clusters Score -899592 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -899895.375000 Penalty: 4474.892090
	Iteration 2F: 3 clusters Score -899895.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -900091.000000 Penalty: 4474.892090
	Iteration 3F: 3 clusters Score -900091 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -900249.500000 Penalty: 4474.892090
	Iteration 4Q: 3 clusters Score -900249.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -900393.437500 Penalty: 4474.892090
	Iteration 5Q: 3 clusters Score -900393.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -900528.937500 Penalty: 4474.892090
	Iteration 6Q: 3 clusters Score -900528.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -900646.625000 Penalty: 4474.892090
	Iteration 7Q: 3 clusters Score -900646.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -900769.250000 Penalty: 4474.892090
	Iteration 8Q: 3 clusters Score -900769.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -900908.625000 Penalty: 4474.892090
	Iteration 9Q: 3 clusters Score -900908.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -901044.937500 Penalty: 4474.892090
	Iteration 10Q: 3 clusters Score -901044.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -901163.625000 Penalty: 4474.892090
	Iteration 11Q: 3 clusters Score -901163.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -901277.375000 Penalty: 4474.892090
	Iteration 12Q: 3 clusters Score -901277.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -901392.125000 Penalty: 4474.892090
	Iteration 13Q: 3 clusters Score -901392.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -901507.250000 Penalty: 4474.892090
	Iteration 14Q: 3 clusters Score -901507.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -901609.750000 Penalty: 4474.892090
	Iteration 15Q: 3 clusters Score -901609.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -901711.875000 Penalty: 4474.892090
	Iteration 16Q: 3 clusters Score -901711.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -901819.562500 Penalty: 4474.892090
	Iteration 17Q: 3 clusters Score -901819.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -901915.312500 Penalty: 4474.892090
	Iteration 18Q: 3 clusters Score -901915.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -901997.062500 Penalty: 4474.892090
	Iteration 19Q: 3 clusters Score -901997.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -902056.750000 Penalty: 4474.892090
	Iteration 20F: 3 clusters Score -902056.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -902097.437500 Penalty: 4474.892090
	Iteration 21Q: 3 clusters Score -902097.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -902152.062500 Penalty: 4474.892090
	Iteration 22Q: 3 clusters Score -902152.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -902191.250000 Penalty: 4474.892090
	Iteration 23Q: 3 clusters Score -902191.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -902222.062500 Penalty: 4474.892090
	Iteration 24Q: 3 clusters Score -902222.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -902245.375000 Penalty: 4474.892090
	Iteration 25Q: 3 clusters Score -902245.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -902266.750000 Penalty: 4474.892090
	Iteration 26Q: 3 clusters Score -902266.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -902288.625000 Penalty: 4474.892090
	Iteration 27Q: 3 clusters Score -902288.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -902297.875000 Penalty: 4474.892090
	Iteration 28Q: 3 clusters Score -902297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -902302.437500 Penalty: 4474.892090
	Iteration 29Q: 3 clusters Score -902302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -902309.937500 Penalty: 4474.892090
	Iteration 30Q: 3 clusters Score -902309.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -902319.500000 Penalty: 4474.892090
	Iteration 31Q: 3 clusters Score -902319.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -902326.375000 Penalty: 4474.892090
	Iteration 32Q: 3 clusters Score -902326.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -902334.437500 Penalty: 4474.892090
	Iteration 33Q: 3 clusters Score -902334.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -902343.312500 Penalty: 4474.892090
	Iteration 34Q: 3 clusters Score -902343.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -902351.000000 Penalty: 4474.892090
	Iteration 35Q: 3 clusters Score -902351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -902356.187500 Penalty: 4474.892090
	Iteration 36Q: 3 clusters Score -902356.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -902361.125000 Penalty: 4474.892090
	Iteration 37Q: 3 clusters Score -902361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -902363.187500 Penalty: 4474.892090
	Iteration 38Q: 3 clusters Score -902363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -902366.375000 Penalty: 4474.892090
	Iteration 39Q: 3 clusters Score -902366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -902368.875000 Penalty: 4474.892090
	Iteration 40F: 3 clusters Score -902368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -902375.562500 Penalty: 4474.892090
	Iteration 41Q: 3 clusters Score -902375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -902377.437500 Penalty: 4474.892090
	Iteration 42Q: 3 clusters Score -902377.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -902377.437500 Penalty: 4474.892090
	Iteration 43F: 3 clusters Score -902377.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Entering Unmasked Estep 
Score: -2868900.500000 Penalty: 2512.710449
	Iteration 0F: 2 clusters Score -2868900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2851495.000000 Penalty: 5025.420898
	Iteration 0F: 3 clusters Score -2851495 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2857566.250000 Penalty: 5025.420898
	Iteration 1F: 3 clusters Score -2857566 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2858064.000000 Penalty: 5025.420898
	Iteration 2F: 3 clusters Score -2858064 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2858566.250000 Penalty: 5025.420898
	Iteration 3Q: 3 clusters Score -2858566 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2859070.000000 Penalty: 5025.420898
	Iteration 4Q: 3 clusters Score -2859070 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2859660.500000 Penalty: 5025.420898
	Iteration 5Q: 3 clusters Score -2859660 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2860454.750000 Penalty: 5025.420898
	Iteration 6Q: 3 clusters Score -2860455 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2861466.750000 Penalty: 5025.420898
	Iteration 7F: 3 clusters Score -2861467 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2862683.250000 Penalty: 5025.420898
	Iteration 8F: 3 clusters Score -2862683 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2864046.000000 Penalty: 5025.420898
	Iteration 9F: 3 clusters Score -2864046 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2865317.250000 Penalty: 5025.420898
	Iteration 10F: 3 clusters Score -2865317 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2866211.750000 Penalty: 5025.420898
	Iteration 11F: 3 clusters Score -2866212 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2866683.000000 Penalty: 5025.420898
	Iteration 12Q: 3 clusters Score -2866683 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2866956.000000 Penalty: 5025.420898
	Iteration 13Q: 3 clusters Score -2866956 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2867116.250000 Penalty: 5025.420898
	Iteration 14Q: 3 clusters Score -2867116 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2867207.000000 Penalty: 5025.420898
	Iteration 15Q: 3 clusters Score -2867207 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2867307.250000 Penalty: 5025.420898
	Iteration 16Q: 3 clusters Score -2867307 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2867365.500000 Penalty: 5025.420898
	Iteration 17Q: 3 clusters Score -2867366 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2867405.250000 Penalty: 5025.420898
	Iteration 18Q: 3 clusters Score -2867405 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2867452.500000 Penalty: 5025.420898
	Iteration 19Q: 3 clusters Score -2867452 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2867471.000000 Penalty: 5025.420898
	Iteration 20F: 3 clusters Score -2867471 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2867515.500000 Penalty: 5025.420898
	Iteration 21Q: 3 clusters Score -2867516 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2867533.250000 Penalty: 5025.420898
	Iteration 22Q: 3 clusters Score -2867533 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2867553.750000 Penalty: 5025.420898
	Iteration 23Q: 3 clusters Score -2867554 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2867572.000000 Penalty: 5025.420898
	Iteration 24Q: 3 clusters Score -2867572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2867592.500000 Penalty: 5025.420898
	Iteration 25Q: 3 clusters Score -2867592 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2867601.500000 Penalty: 5025.420898
	Iteration 26Q: 3 clusters Score -2867602 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2867626.750000 Penalty: 5025.420898
	Iteration 27Q: 3 clusters Score -2867627 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2867636.500000 Penalty: 5025.420898
	Iteration 28Q: 3 clusters Score -2867636 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2867662.000000 Penalty: 5025.420898
	Iteration 29Q: 3 clusters Score -2867662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2867677.500000 Penalty: 5025.420898
	Iteration 30Q: 3 clusters Score -2867678 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2867694.500000 Penalty: 5025.420898
	Iteration 31Q: 3 clusters Score -2867694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2867701.250000 Penalty: 5025.420898
	Iteration 32Q: 3 clusters Score -2867701 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2867706.500000 Penalty: 5025.420898
	Iteration 33Q: 3 clusters Score -2867706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2867714.250000 Penalty: 5025.420898
	Iteration 34Q: 3 clusters Score -2867714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2867723.750000 Penalty: 5025.420898
	Iteration 35Q: 3 clusters Score -2867724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2867737.000000 Penalty: 5025.420898
	Iteration 36Q: 3 clusters Score -2867737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2867737.500000 Penalty: 5025.420898
	Iteration 37Q: 3 clusters Score -2867738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2867738.250000 Penalty: 5025.420898
	Iteration 38Q: 3 clusters Score -2867738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2867755.750000 Penalty: 5025.420898
	Iteration 39Q: 3 clusters Score -2867756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2867752.000000 Penalty: 5025.420898
	Iteration 40F: 3 clusters Score -2867752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2867753.750000 Penalty: 5025.420898
	Iteration 41Q: 3 clusters Score -2867754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2867763.750000 Penalty: 5025.420898
	Iteration 42Q: 3 clusters Score -2867764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2867765.500000 Penalty: 5025.420898
	Iteration 43Q: 3 clusters Score -2867766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2867772.750000 Penalty: 5025.420898
	Iteration 44Q: 3 clusters Score -2867773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2867776.500000 Penalty: 5025.420898
	Iteration 45Q: 3 clusters Score -2867776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2867779.750000 Penalty: 5025.420898
	Iteration 46Q: 3 clusters Score -2867780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2867788.500000 Penalty: 5025.420898
	Iteration 47Q: 3 clusters Score -2867788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2867802.250000 Penalty: 5025.420898
	Iteration 48Q: 3 clusters Score -2867802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2867810.500000 Penalty: 5025.420898
	Iteration 49Q: 3 clusters Score -2867810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2867822.000000 Penalty: 5025.420898
	Iteration 50Q: 3 clusters Score -2867822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2867825.000000 Penalty: 5025.420898
	Iteration 51Q: 3 clusters Score -2867825 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2867843.000000 Penalty: 5025.420898
	Iteration 52Q: 3 clusters Score -2867843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2867837.500000 Penalty: 5025.420898
	Iteration 53Q: 3 clusters Score -2867838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2867839.750000 Penalty: 5025.420898
	Iteration 54Q: 3 clusters Score -2867840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2867851.000000 Penalty: 5025.420898
	Iteration 55Q: 3 clusters Score -2867851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2867853.500000 Penalty: 5025.420898
	Iteration 56Q: 3 clusters Score -2867854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2867862.750000 Penalty: 5025.420898
	Iteration 57Q: 3 clusters Score -2867863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2867861.000000 Penalty: 5025.420898
	Iteration 58Q: 3 clusters Score -2867861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2867870.000000 Penalty: 5025.420898
	Iteration 59Q: 3 clusters Score -2867870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2867877.750000 Penalty: 5025.420898
	Iteration 60F: 3 clusters Score -2867878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2867900.750000 Penalty: 5025.420898
	Iteration 61Q: 3 clusters Score -2867901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2867915.750000 Penalty: 5025.420898
	Iteration 62Q: 3 clusters Score -2867916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2867938.250000 Penalty: 5025.420898
	Iteration 63Q: 3 clusters Score -2867938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2867952.250000 Penalty: 5025.420898
	Iteration 64Q: 3 clusters Score -2867952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2867954.000000 Penalty: 5025.420898
	Iteration 65Q: 3 clusters Score -2867954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2867976.750000 Penalty: 5025.420898
	Iteration 66Q: 3 clusters Score -2867977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2867981.250000 Penalty: 5025.420898
	Iteration 67Q: 3 clusters Score -2867981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2867988.250000 Penalty: 5025.420898
	Iteration 68Q: 3 clusters Score -2867988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2867995.750000 Penalty: 5025.420898
	Iteration 69Q: 3 clusters Score -2867996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2868018.000000 Penalty: 5025.420898
	Iteration 70Q: 3 clusters Score -2868018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2868048.500000 Penalty: 5025.420898
	Iteration 71Q: 3 clusters Score -2868048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2868076.250000 Penalty: 5025.420898
	Iteration 72Q: 3 clusters Score -2868076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2868100.000000 Penalty: 5025.420898
	Iteration 73Q: 3 clusters Score -2868100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2868118.500000 Penalty: 5025.420898
	Iteration 74Q: 3 clusters Score -2868118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2868160.500000 Penalty: 5025.420898
	Iteration 75Q: 3 clusters Score -2868160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2868201.000000 Penalty: 5025.420898
	Iteration 76Q: 3 clusters Score -2868201 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2868230.500000 Penalty: 5025.420898
	Iteration 77Q: 3 clusters Score -2868230 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2868261.750000 Penalty: 5025.420898
	Iteration 78Q: 3 clusters Score -2868262 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2868299.000000 Penalty: 5025.420898
	Iteration 79Q: 3 clusters Score -2868299 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2868337.750000 Penalty: 5025.420898
	Iteration 80F: 3 clusters Score -2868338 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2868378.000000 Penalty: 5025.420898
	Iteration 81Q: 3 clusters Score -2868378 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2868436.250000 Penalty: 5025.420898
	Iteration 82Q: 3 clusters Score -2868436 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2868462.500000 Penalty: 5025.420898
	Iteration 83Q: 3 clusters Score -2868462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2868491.500000 Penalty: 5025.420898
	Iteration 84Q: 3 clusters Score -2868492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2868519.750000 Penalty: 5025.420898
	Iteration 85Q: 3 clusters Score -2868520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2868530.000000 Penalty: 5025.420898
	Iteration 86Q: 3 clusters Score -2868530 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2868534.500000 Penalty: 5025.420898
	Iteration 87Q: 3 clusters Score -2868534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2868554.250000 Penalty: 5025.420898
	Iteration 88Q: 3 clusters Score -2868554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2868563.500000 Penalty: 5025.420898
	Iteration 89Q: 3 clusters Score -2868564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2868571.750000 Penalty: 5025.420898
	Iteration 90Q: 3 clusters Score -2868572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2868578.250000 Penalty: 5025.420898
	Iteration 91Q: 3 clusters Score -2868578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2868584.250000 Penalty: 5025.420898
	Iteration 92Q: 3 clusters Score -2868584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2868591.250000 Penalty: 5025.420898
	Iteration 93Q: 3 clusters Score -2868591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2868591.750000 Penalty: 5025.420898
	Iteration 94Q: 3 clusters Score -2868592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2868586.500000 Penalty: 5025.420898
	Iteration 95Q: 3 clusters Score -2868586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2868589.250000 Penalty: 5025.420898
	Iteration 96Q: 3 clusters Score -2868589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2868596.000000 Penalty: 5025.420898
	Iteration 97Q: 3 clusters Score -2868596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2868598.000000 Penalty: 5025.420898
	Iteration 98Q: 3 clusters Score -2868598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2868594.500000 Penalty: 5025.420898
	Iteration 99Q: 3 clusters Score -2868594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2868594.000000 Penalty: 5025.420898
	Iteration 100F: 3 clusters Score -2868594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2868591.000000 Penalty: 5025.420898
	Iteration 101Q: 3 clusters Score -2868591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2868594.500000 Penalty: 5025.420898
	Iteration 102Q: 3 clusters Score -2868594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2868594.750000 Penalty: 5025.420898
	Iteration 103Q: 3 clusters Score -2868595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2868596.250000 Penalty: 5025.420898
	Iteration 104Q: 3 clusters Score -2868596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2868599.250000 Penalty: 5025.420898
	Iteration 105Q: 3 clusters Score -2868599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2868595.000000 Penalty: 5025.420898
	Iteration 106Q: 3 clusters Score -2868595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2868592.750000 Penalty: 5025.420898
	Iteration 107Q: 3 clusters Score -2868593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2868597.000000 Penalty: 5025.420898
	Iteration 108Q: 3 clusters Score -2868597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2868595.500000 Penalty: 5025.420898
	Iteration 109Q: 3 clusters Score -2868596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2868590.000000 Penalty: 5025.420898
	Iteration 110Q: 3 clusters Score -2868590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2868595.500000 Penalty: 5025.420898
	Iteration 111Q: 3 clusters Score -2868596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2868594.750000 Penalty: 5025.420898
	Iteration 112Q: 3 clusters Score -2868595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2868595.750000 Penalty: 5025.420898
	Iteration 113Q: 3 clusters Score -2868596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2868596.000000 Penalty: 5025.420898
	Iteration 114Q: 3 clusters Score -2868596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2868599.000000 Penalty: 5025.420898
	Iteration 115Q: 3 clusters Score -2868599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2868594.750000 Penalty: 5025.420898
	Iteration 116Q: 3 clusters Score -2868595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2868591.000000 Penalty: 5025.420898
	Iteration 117Q: 3 clusters Score -2868591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2868589.000000 Penalty: 5025.420898
	Iteration 118Q: 3 clusters Score -2868589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2868590.000000 Penalty: 5025.420898
	Iteration 119Q: 3 clusters Score -2868590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2868590.750000 Penalty: 5025.420898
	Iteration 120F: 3 clusters Score -2868591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45359 members 
Entering Unmasked Estep 
Score: -5126548.500000 Penalty: 2659.146240
	Iteration 0F: 2 clusters Score -5126548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -5096005.000000 Penalty: 5318.292480
	Iteration 0F: 3 clusters Score -5096005 nChanged 20886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -5107569.500000 Penalty: 5318.292480
	Iteration 1F: 3 clusters Score -5107570 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5108530.000000 Penalty: 5318.292480
	Iteration 2Q: 3 clusters Score -5108530 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -5109857.500000 Penalty: 5318.292480
	Iteration 3F: 3 clusters Score -5109858 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -5111441.000000 Penalty: 5318.292480
	Iteration 4F: 3 clusters Score -5111441 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5113430.000000 Penalty: 5318.292480
	Iteration 5F: 3 clusters Score -5113430 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5115552.000000 Penalty: 5318.292480
	Iteration 6F: 3 clusters Score -5115552 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -5117342.500000 Penalty: 5318.292480
	Iteration 7F: 3 clusters Score -5117342 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -5118692.500000 Penalty: 5318.292480
	Iteration 8F: 3 clusters Score -5118692 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -5119613.500000 Penalty: 5318.292480
	Iteration 9Q: 3 clusters Score -5119614 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -5120243.500000 Penalty: 5318.292480
	Iteration 10Q: 3 clusters Score -5120244 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -5120581.500000 Penalty: 5318.292480
	Iteration 11Q: 3 clusters Score -5120582 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5120851.500000 Penalty: 5318.292480
	Iteration 12Q: 3 clusters Score -5120852 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -5121030.500000 Penalty: 5318.292480
	Iteration 13Q: 3 clusters Score -5121030 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -5121129.500000 Penalty: 5318.292480
	Iteration 14Q: 3 clusters Score -5121130 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5121197.500000 Penalty: 5318.292480
	Iteration 15Q: 3 clusters Score -5121198 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5121253.000000 Penalty: 5318.292480
	Iteration 16Q: 3 clusters Score -5121253 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -5121301.000000 Penalty: 5318.292480
	Iteration 17Q: 3 clusters Score -5121301 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5121333.500000 Penalty: 5318.292480
	Iteration 18Q: 3 clusters Score -5121334 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -5121363.500000 Penalty: 5318.292480
	Iteration 19Q: 3 clusters Score -5121364 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -5121390.500000 Penalty: 5318.292480
	Iteration 20F: 3 clusters Score -5121390 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5121406.500000 Penalty: 5318.292480
	Iteration 21Q: 3 clusters Score -5121406 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5121443.000000 Penalty: 5318.292480
	Iteration 22Q: 3 clusters Score -5121443 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5121469.500000 Penalty: 5318.292480
	Iteration 23Q: 3 clusters Score -5121470 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -5121476.000000 Penalty: 5318.292480
	Iteration 24Q: 3 clusters Score -5121476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -5121488.000000 Penalty: 5318.292480
	Iteration 25Q: 3 clusters Score -5121488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -5121484.000000 Penalty: 5318.292480
	Iteration 26Q: 3 clusters Score -5121484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5121496.500000 Penalty: 5318.292480
	Iteration 27Q: 3 clusters Score -5121496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -5121507.000000 Penalty: 5318.292480
	Iteration 28Q: 3 clusters Score -5121507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -5121501.500000 Penalty: 5318.292480
	Iteration 29Q: 3 clusters Score -5121502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -5121497.500000 Penalty: 5318.292480
	Iteration 30Q: 3 clusters Score -5121498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -5121511.500000 Penalty: 5318.292480
	Iteration 31Q: 3 clusters Score -5121512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5121513.500000 Penalty: 5318.292480
	Iteration 32Q: 3 clusters Score -5121514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -5121514.000000 Penalty: 5318.292480
	Iteration 33Q: 3 clusters Score -5121514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -5121510.000000 Penalty: 5318.292480
	Iteration 34Q: 3 clusters Score -5121510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5121507.000000 Penalty: 5318.292480
	Iteration 35Q: 3 clusters Score -5121507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5121505.500000 Penalty: 5318.292480
	Iteration 36Q: 3 clusters Score -5121506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5121512.500000 Penalty: 5318.292480
	Iteration 37Q: 3 clusters Score -5121512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5121510.000000 Penalty: 5318.292480
	Iteration 38Q: 3 clusters Score -5121510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -5121503.500000 Penalty: 5318.292480
	Iteration 39Q: 3 clusters Score -5121504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -5121509.000000 Penalty: 5318.292480
	Iteration 40F: 3 clusters Score -5121509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5121505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5121497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -5121504.500000 Penalty: 5318.292480
	Iteration 43Q: 3 clusters Score -5121504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5121497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -5121494.000000 Penalty: 5318.292480
	Iteration 45Q: 3 clusters Score -5121494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5121495.500000 Penalty: 5318.292480
	Iteration 46Q: 3 clusters Score -5121496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5121510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -5121499.000000 Penalty: 5318.292480
	Iteration 48Q: 3 clusters Score -5121499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -5121503.000000 Penalty: 5318.292480
	Iteration 49Q: 3 clusters Score -5121503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5121500.000000 Penalty: 5318.292480
	Iteration 50Q: 3 clusters Score -5121500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5121508.000000 Penalty: 5318.292480
	Iteration 51Q: 3 clusters Score -5121508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5121510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5121505.500000 Penalty: 5318.292480
	Iteration 53Q: 3 clusters Score -5121506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5121512.000000 Penalty: 5318.292480
	Iteration 54Q: 3 clusters Score -5121512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -5121525.000000 Penalty: 5318.292480
	Iteration 55Q: 3 clusters Score -5121525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -5121531.500000 Penalty: 5318.292480
	Iteration 56Q: 3 clusters Score -5121532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -5121526.000000 Penalty: 5318.292480
	Iteration 57Q: 3 clusters Score -5121526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -5121531.500000 Penalty: 5318.292480
	Iteration 58Q: 3 clusters Score -5121532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5121535.500000 Penalty: 5318.292480
	Iteration 59Q: 3 clusters Score -5121536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -5121542.500000 Penalty: 5318.292480
	Iteration 60F: 3 clusters Score -5121542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5121542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5121545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5121542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5121550.500000 Penalty: 5318.292480
	Iteration 64Q: 3 clusters Score -5121550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5121558.500000 Penalty: 5318.292480
	Iteration 65Q: 3 clusters Score -5121558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -5121556.500000 Penalty: 5318.292480
	Iteration 66Q: 3 clusters Score -5121556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5121560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5121560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5121560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5121559.500000 Penalty: 5318.292480
	Iteration 70Q: 3 clusters Score -5121560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5121558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5121559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5121550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -5121554.500000 Penalty: 5318.292480
	Iteration 74Q: 3 clusters Score -5121554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5121549.500000 Penalty: 5318.292480
	Iteration 75Q: 3 clusters Score -5121550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5121549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5121548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5121550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5121544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5121558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -5121556.500000 Penalty: 5318.292480
	Iteration 81Q: 3 clusters Score -5121556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5121567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5121566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5121570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5121566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5121572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5121574 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5121574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5121570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -5121576.000000 Penalty: 5318.292480
	Iteration 90Q: 3 clusters Score -5121576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5121580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5121580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5121586 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5121587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5121588 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -5121607.500000 Penalty: 5318.292480
	Iteration 96Q: 3 clusters Score -5121608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5121604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5121601.500000 Penalty: 5318.292480
	Iteration 98Q: 3 clusters Score -5121602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5121606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5121614.500000 Penalty: 5318.292480
	Iteration 100F: 3 clusters Score -5121614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5121608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5121603 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5121600 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5121604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5121583.500000 Penalty: 5318.292480
	Iteration 105Q: 3 clusters Score -5121584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5121592 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -5121590.500000 Penalty: 5318.292480
	Iteration 107Q: 3 clusters Score -5121590 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5121588 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5121588 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5121596 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5121604 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22691 members 
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Entering Unmasked Estep 
Score: -5121613.000000 Penalty: 5318.292480
	Iteration 112Q: 3 clusters Score -5121613 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22633 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5121630 nChanged 69
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5121622.000000 Penalty: 5318.292480
	Iteration 114Q: 3 clusters Score -5121622 nChanged 75
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5121623 nChanged 84
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5121618 nChanged 68
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Mstep: Class 1 contains 22343 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5121624 nChanged 73
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Entering Unmasked Estep 
Score: -5121619.500000 Penalty: 5318.292480
	Iteration 118Q: 3 clusters Score -5121620 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5121628 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -5121639.000000 Penalty: 5318.292480
	Iteration 120F: 3 clusters Score -5121639 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5121652 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21915 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5121664 nChanged 107
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Mstep: Class 1 contains 21808 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5121692 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5121696 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21618 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5121702 nChanged 129
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5121694 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5121696 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -5121708.000000 Penalty: 5318.292480
	Iteration 128Q: 3 clusters Score -5121708 nChanged 121
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	Iteration 222Q: 3 clusters Score -5125136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5125134.500000 Penalty: 5318.292480
	Iteration 223Q: 3 clusters Score -5125134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5125138.000000 Penalty: 5318.292480
	Iteration 224Q: 3 clusters Score -5125138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5125140.500000 Penalty: 5318.292480
	Iteration 225Q: 3 clusters Score -5125140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5125134.500000 Penalty: 5318.292480
	Iteration 226Q: 3 clusters Score -5125134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5125136.000000 Penalty: 5318.292480
	Iteration 227Q: 3 clusters Score -5125136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5125137.500000 Penalty: 5318.292480
	Iteration 228Q: 3 clusters Score -5125138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -5125137.500000 Penalty: 5318.292480
	Iteration 229Q: 3 clusters Score -5125138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5125132.500000 Penalty: 5318.292480
	Iteration 230Q: 3 clusters Score -5125132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5125124.500000 Penalty: 5318.292480
	Iteration 231Q: 3 clusters Score -5125124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -5125131.000000 Penalty: 5318.292480
	Iteration 232Q: 3 clusters Score -5125131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5125131.500000 Penalty: 5318.292480
	Iteration 233Q: 3 clusters Score -5125132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -5125138.000000 Penalty: 5318.292480
	Iteration 234Q: 3 clusters Score -5125138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5125137.000000 Penalty: 5318.292480
	Iteration 235Q: 3 clusters Score -5125137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -5125136.500000 Penalty: 5318.292480
	Iteration 236Q: 3 clusters Score -5125136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -5125132.000000 Penalty: 5318.292480
	Iteration 237Q: 3 clusters Score -5125132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5125140.000000 Penalty: 5318.292480
	Iteration 238Q: 3 clusters Score -5125140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5125138.000000 Penalty: 5318.292480
	Iteration 239Q: 3 clusters Score -5125138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5125136.500000 Penalty: 5318.292480
	Iteration 240F: 3 clusters Score -5125136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5125137.000000 Penalty: 5318.292480
	Iteration 241Q: 3 clusters Score -5125137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5125137.000000 Penalty: 5318.292480
	Iteration 242F: 3 clusters Score -5125137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Entering Unmasked Estep 
Score: -1261915.375000 Penalty: 2330.061279
	Iteration 0F: 2 clusters Score -1261915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1253085.000000 Penalty: 4660.122559
	Iteration 0F: 3 clusters Score -1253085 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1255954.750000 Penalty: 4660.122559
	Iteration 1F: 3 clusters Score -1255955 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1256603.000000 Penalty: 4660.122559
	Iteration 2F: 3 clusters Score -1256603 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1257252.375000 Penalty: 4660.122559
	Iteration 3F: 3 clusters Score -1257252 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1257897.375000 Penalty: 4660.122559
	Iteration 4F: 3 clusters Score -1257897 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1258461.750000 Penalty: 4660.122559
	Iteration 5F: 3 clusters Score -1258462 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1258913.750000 Penalty: 4660.122559
	Iteration 6F: 3 clusters Score -1258914 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1259250.500000 Penalty: 4660.122559
	Iteration 7Q: 3 clusters Score -1259250 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1259496.375000 Penalty: 4660.122559
	Iteration 8Q: 3 clusters Score -1259496 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1259669.250000 Penalty: 4660.122559
	Iteration 9Q: 3 clusters Score -1259669 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1259787.500000 Penalty: 4660.122559
	Iteration 10Q: 3 clusters Score -1259788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1259886.000000 Penalty: 4660.122559
	Iteration 11Q: 3 clusters Score -1259886 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1259977.250000 Penalty: 4660.122559
	Iteration 12Q: 3 clusters Score -1259977 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1260049.625000 Penalty: 4660.122559
	Iteration 13Q: 3 clusters Score -1260050 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1260104.375000 Penalty: 4660.122559
	Iteration 14Q: 3 clusters Score -1260104 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1260144.625000 Penalty: 4660.122559
	Iteration 15Q: 3 clusters Score -1260145 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1260171.125000 Penalty: 4660.122559
	Iteration 16Q: 3 clusters Score -1260171 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1260194.125000 Penalty: 4660.122559
	Iteration 17Q: 3 clusters Score -1260194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1260216.375000 Penalty: 4660.122559
	Iteration 18Q: 3 clusters Score -1260216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1260240.500000 Penalty: 4660.122559
	Iteration 19Q: 3 clusters Score -1260240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1260263.750000 Penalty: 4660.122559
	Iteration 20F: 3 clusters Score -1260264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1260287.875000 Penalty: 4660.122559
	Iteration 21Q: 3 clusters Score -1260288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1260301.125000 Penalty: 4660.122559
	Iteration 22Q: 3 clusters Score -1260301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1260314.750000 Penalty: 4660.122559
	Iteration 23Q: 3 clusters Score -1260315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1260322.250000 Penalty: 4660.122559
	Iteration 24Q: 3 clusters Score -1260322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1260326.125000 Penalty: 4660.122559
	Iteration 25Q: 3 clusters Score -1260326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1260329.000000 Penalty: 4660.122559
	Iteration 26Q: 3 clusters Score -1260329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1260328.375000 Penalty: 4660.122559
	Iteration 27Q: 3 clusters Score -1260328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1260333.875000 Penalty: 4660.122559
	Iteration 28Q: 3 clusters Score -1260334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1260333.750000 Penalty: 4660.122559
	Iteration 29Q: 3 clusters Score -1260334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1260337.125000 Penalty: 4660.122559
	Iteration 30Q: 3 clusters Score -1260337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1260337.875000 Penalty: 4660.122559
	Iteration 31Q: 3 clusters Score -1260338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1260336.750000 Penalty: 4660.122559
	Iteration 32Q: 3 clusters Score -1260337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1260339.250000 Penalty: 4660.122559
	Iteration 33Q: 3 clusters Score -1260339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1260338.250000 Penalty: 4660.122559
	Iteration 34Q: 3 clusters Score -1260338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1260342.000000 Penalty: 4660.122559
	Iteration 35Q: 3 clusters Score -1260342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1260344.625000 Penalty: 4660.122559
	Iteration 36Q: 3 clusters Score -1260345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1260343.625000 Penalty: 4660.122559
	Iteration 37Q: 3 clusters Score -1260344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1260345.750000 Penalty: 4660.122559
	Iteration 38Q: 3 clusters Score -1260346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1260347.625000 Penalty: 4660.122559
	Iteration 39Q: 3 clusters Score -1260348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1260350.375000 Penalty: 4660.122559
	Iteration 40F: 3 clusters Score -1260350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1260349.750000 Penalty: 4660.122559
	Iteration 41Q: 3 clusters Score -1260350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1260353.500000 Penalty: 4660.122559
	Iteration 42Q: 3 clusters Score -1260354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1260354.250000 Penalty: 4660.122559
	Iteration 43Q: 3 clusters Score -1260354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1260357.875000 Penalty: 4660.122559
	Iteration 44Q: 3 clusters Score -1260358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1260353.750000 Penalty: 4660.122559
	Iteration 45Q: 3 clusters Score -1260354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1260353.250000 Penalty: 4660.122559
	Iteration 46Q: 3 clusters Score -1260353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1260352.000000 Penalty: 4660.122559
	Iteration 47Q: 3 clusters Score -1260352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1260358.625000 Penalty: 4660.122559
	Iteration 48Q: 3 clusters Score -1260359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1260356.750000 Penalty: 4660.122559
	Iteration 49Q: 3 clusters Score -1260357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1260362.500000 Penalty: 4660.122559
	Iteration 50Q: 3 clusters Score -1260362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1260363.375000 Penalty: 4660.122559
	Iteration 51Q: 3 clusters Score -1260363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1260365.500000 Penalty: 4660.122559
	Iteration 52Q: 3 clusters Score -1260366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1260365.000000 Penalty: 4660.122559
	Iteration 53Q: 3 clusters Score -1260365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1260365.875000 Penalty: 4660.122559
	Iteration 54Q: 3 clusters Score -1260366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1260367.250000 Penalty: 4660.122559
	Iteration 55Q: 3 clusters Score -1260367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1260369.750000 Penalty: 4660.122559
	Iteration 56Q: 3 clusters Score -1260370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1260368.500000 Penalty: 4660.122559
	Iteration 57Q: 3 clusters Score -1260368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1260370.500000 Penalty: 4660.122559
	Iteration 58Q: 3 clusters Score -1260370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1260374.875000 Penalty: 4660.122559
	Iteration 59Q: 3 clusters Score -1260375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1260375.500000 Penalty: 4660.122559
	Iteration 60F: 3 clusters Score -1260376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1260374.000000 Penalty: 4660.122559
	Iteration 61Q: 3 clusters Score -1260374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1260376.750000 Penalty: 4660.122559
	Iteration 62Q: 3 clusters Score -1260377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1260379.375000 Penalty: 4660.122559
	Iteration 63Q: 3 clusters Score -1260379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1260380.375000 Penalty: 4660.122559
	Iteration 64Q: 3 clusters Score -1260380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1260378.750000 Penalty: 4660.122559
	Iteration 65Q: 3 clusters Score -1260379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1260383.000000 Penalty: 4660.122559
	Iteration 66Q: 3 clusters Score -1260383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1260384.500000 Penalty: 4660.122559
	Iteration 67Q: 3 clusters Score -1260384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1260385.625000 Penalty: 4660.122559
	Iteration 68Q: 3 clusters Score -1260386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1260387.000000 Penalty: 4660.122559
	Iteration 69Q: 3 clusters Score -1260387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1260387.500000 Penalty: 4660.122559
	Iteration 70Q: 3 clusters Score -1260388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1260387.500000 Penalty: 4660.122559
	Iteration 71Q: 3 clusters Score -1260388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1260391.000000 Penalty: 4660.122559
	Iteration 72Q: 3 clusters Score -1260391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1260389.625000 Penalty: 4660.122559
	Iteration 73Q: 3 clusters Score -1260390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1260390.750000 Penalty: 4660.122559
	Iteration 74Q: 3 clusters Score -1260391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1260391.750000 Penalty: 4660.122559
	Iteration 75Q: 3 clusters Score -1260392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1260392.875000 Penalty: 4660.122559
	Iteration 76Q: 3 clusters Score -1260393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1260394.875000 Penalty: 4660.122559
	Iteration 77Q: 3 clusters Score -1260395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1260393.625000 Penalty: 4660.122559
	Iteration 78Q: 3 clusters Score -1260394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1260394.875000 Penalty: 4660.122559
	Iteration 79Q: 3 clusters Score -1260395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1260396.250000 Penalty: 4660.122559
	Iteration 80F: 3 clusters Score -1260396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1260395.750000 Penalty: 4660.122559
	Iteration 81Q: 3 clusters Score -1260396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1260395.750000 Penalty: 4660.122559
	Iteration 82Q: 3 clusters Score -1260396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1260394.000000 Penalty: 4660.122559
	Iteration 83Q: 3 clusters Score -1260394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1260396.875000 Penalty: 4660.122559
	Iteration 84Q: 3 clusters Score -1260397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1260396.500000 Penalty: 4660.122559
	Iteration 85Q: 3 clusters Score -1260396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1260394.250000 Penalty: 4660.122559
	Iteration 86Q: 3 clusters Score -1260394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1260394.250000 Penalty: 4660.122559
	Iteration 87F: 3 clusters Score -1260394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Entering Unmasked Estep 
Score: -1184280.500000 Penalty: 2302.353516
	Iteration 0F: 2 clusters Score -1184280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1176159.500000 Penalty: 4604.707031
	Iteration 0F: 3 clusters Score -1176160 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1178550.125000 Penalty: 4604.707031
	Iteration 1F: 3 clusters Score -1178550 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1178924.000000 Penalty: 4604.707031
	Iteration 2F: 3 clusters Score -1178924 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1179222.500000 Penalty: 4604.707031
	Iteration 3F: 3 clusters Score -1179222 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1179488.500000 Penalty: 4604.707031
	Iteration 4Q: 3 clusters Score -1179488 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1179789.250000 Penalty: 4604.707031
	Iteration 5Q: 3 clusters Score -1179789 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1180117.250000 Penalty: 4604.707031
	Iteration 6F: 3 clusters Score -1180117 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1180505.625000 Penalty: 4604.707031
	Iteration 7F: 3 clusters Score -1180506 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1180937.375000 Penalty: 4604.707031
	Iteration 8F: 3 clusters Score -1180937 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1181371.750000 Penalty: 4604.707031
	Iteration 9F: 3 clusters Score -1181372 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1181746.625000 Penalty: 4604.707031
	Iteration 10Q: 3 clusters Score -1181747 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1182075.750000 Penalty: 4604.707031
	Iteration 11Q: 3 clusters Score -1182076 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1182316.750000 Penalty: 4604.707031
	Iteration 12Q: 3 clusters Score -1182317 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1182501.125000 Penalty: 4604.707031
	Iteration 13Q: 3 clusters Score -1182501 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1182664.500000 Penalty: 4604.707031
	Iteration 14Q: 3 clusters Score -1182664 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1182796.750000 Penalty: 4604.707031
	Iteration 15Q: 3 clusters Score -1182797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1182879.500000 Penalty: 4604.707031
	Iteration 16Q: 3 clusters Score -1182880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1182939.375000 Penalty: 4604.707031
	Iteration 17Q: 3 clusters Score -1182939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1182983.375000 Penalty: 4604.707031
	Iteration 18Q: 3 clusters Score -1182983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1182997.625000 Penalty: 4604.707031
	Iteration 19Q: 3 clusters Score -1182998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1183010.625000 Penalty: 4604.707031
	Iteration 20F: 3 clusters Score -1183011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1183021.000000 Penalty: 4604.707031
	Iteration 21Q: 3 clusters Score -1183021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1183031.375000 Penalty: 4604.707031
	Iteration 22Q: 3 clusters Score -1183031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1183038.000000 Penalty: 4604.707031
	Iteration 23Q: 3 clusters Score -1183038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1183041.750000 Penalty: 4604.707031
	Iteration 24Q: 3 clusters Score -1183042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1183045.000000 Penalty: 4604.707031
	Iteration 25Q: 3 clusters Score -1183045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1183047.000000 Penalty: 4604.707031
	Iteration 26Q: 3 clusters Score -1183047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1183047.625000 Penalty: 4604.707031
	Iteration 27Q: 3 clusters Score -1183048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1183047.375000 Penalty: 4604.707031
	Iteration 28Q: 3 clusters Score -1183047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1183048.500000 Penalty: 4604.707031
	Iteration 29Q: 3 clusters Score -1183048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1183048.500000 Penalty: 4604.707031
	Iteration 30F: 3 clusters Score -1183048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1025196.687500 Penalty: 2273.652588
	Iteration 0F: 2 clusters Score -1025197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1017810.187500 Penalty: 4547.305176
	Iteration 0F: 3 clusters Score -1017810 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1020067.562500 Penalty: 4547.305176
	Iteration 1F: 3 clusters Score -1020068 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1020554.750000 Penalty: 4547.305176
	Iteration 2F: 3 clusters Score -1020555 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1021028.562500 Penalty: 4547.305176
	Iteration 3F: 3 clusters Score -1021029 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1021636.750000 Penalty: 4547.305176
	Iteration 4F: 3 clusters Score -1021637 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1022300.500000 Penalty: 4547.305176
	Iteration 5F: 3 clusters Score -1022300 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1022933.312500 Penalty: 4547.305176
	Iteration 6F: 3 clusters Score -1022933 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1023431.437500 Penalty: 4547.305176
	Iteration 7F: 3 clusters Score -1023431 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1023788.187500 Penalty: 4547.305176
	Iteration 8Q: 3 clusters Score -1023788 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1024008.875000 Penalty: 4547.305176
	Iteration 9Q: 3 clusters Score -1024009 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1024148.125000 Penalty: 4547.305176
	Iteration 10Q: 3 clusters Score -1024148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1024235.687500 Penalty: 4547.305176
	Iteration 11Q: 3 clusters Score -1024236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1024284.125000 Penalty: 4547.305176
	Iteration 12Q: 3 clusters Score -1024284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1024319.125000 Penalty: 4547.305176
	Iteration 13Q: 3 clusters Score -1024319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1024344.750000 Penalty: 4547.305176
	Iteration 14Q: 3 clusters Score -1024345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1024364.562500 Penalty: 4547.305176
	Iteration 15Q: 3 clusters Score -1024365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1024378.437500 Penalty: 4547.305176
	Iteration 16Q: 3 clusters Score -1024378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1024385.812500 Penalty: 4547.305176
	Iteration 17Q: 3 clusters Score -1024386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1024395.937500 Penalty: 4547.305176
	Iteration 18Q: 3 clusters Score -1024396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1024400.812500 Penalty: 4547.305176
	Iteration 19Q: 3 clusters Score -1024401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1024403.937500 Penalty: 4547.305176
	Iteration 20F: 3 clusters Score -1024404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1024408.375000 Penalty: 4547.305176
	Iteration 21Q: 3 clusters Score -1024408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1024411.375000 Penalty: 4547.305176
	Iteration 22Q: 3 clusters Score -1024411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1024416.312500 Penalty: 4547.305176
	Iteration 23Q: 3 clusters Score -1024416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1024415.625000 Penalty: 4547.305176
	Iteration 24Q: 3 clusters Score -1024416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1024417.625000 Penalty: 4547.305176
	Iteration 25Q: 3 clusters Score -1024418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1024418.687500 Penalty: 4547.305176
	Iteration 26Q: 3 clusters Score -1024419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1024419.937500 Penalty: 4547.305176
	Iteration 27Q: 3 clusters Score -1024420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1024421.125000 Penalty: 4547.305176
	Iteration 28Q: 3 clusters Score -1024421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1024422.937500 Penalty: 4547.305176
	Iteration 29Q: 3 clusters Score -1024423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1024423.875000 Penalty: 4547.305176
	Iteration 30Q: 3 clusters Score -1024424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1024423.750000 Penalty: 4547.305176
	Iteration 31Q: 3 clusters Score -1024424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1024424.875000 Penalty: 4547.305176
	Iteration 32Q: 3 clusters Score -1024425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1024426.625000 Penalty: 4547.305176
	Iteration 33Q: 3 clusters Score -1024427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1024428.750000 Penalty: 4547.305176
	Iteration 34Q: 3 clusters Score -1024429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1024431.125000 Penalty: 4547.305176
	Iteration 35Q: 3 clusters Score -1024431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1024433.750000 Penalty: 4547.305176
	Iteration 36Q: 3 clusters Score -1024434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1024432.312500 Penalty: 4547.305176
	Iteration 37Q: 3 clusters Score -1024432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1024432.312500 Penalty: 4547.305176
	Iteration 38Q: 3 clusters Score -1024432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1024432.312500 Penalty: 4547.305176
	Iteration 39F: 3 clusters Score -1024432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -140543.562500 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -140543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -138279.562500 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -138279.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138689.750000 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -138689.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -138827.796875 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -138827.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -138916.250000 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -138916.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -138962.718750 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -138962.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -138987.921875 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -138987.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -139012.140625 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -139012.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -139038.203125 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -139038.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -139066.296875 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -139066.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -139092.046875 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -139092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -139109.562500 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -139109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -139116.312500 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -139116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -139125.031250 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -139125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -139131.406250 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -139131.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -139135.531250 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -139135.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -139136.828125 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -139136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -139136.828125 Penalty: 3607.798096
	Iteration 16F: 3 clusters Score -139136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Entering Unmasked Estep 
Score: -1284384.625000 Penalty: 2334.372314
	Iteration 0F: 2 clusters Score -1284385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1275201.500000 Penalty: 4668.744629
	Iteration 0F: 3 clusters Score -1275202 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1278088.000000 Penalty: 4668.744629
	Iteration 1F: 3 clusters Score -1278088 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1278528.375000 Penalty: 4668.744629
	Iteration 2F: 3 clusters Score -1278528 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1278949.250000 Penalty: 4668.744629
	Iteration 3F: 3 clusters Score -1278949 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1279329.750000 Penalty: 4668.744629
	Iteration 4F: 3 clusters Score -1279330 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1279700.000000 Penalty: 4668.744629
	Iteration 5F: 3 clusters Score -1279700 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1280081.125000 Penalty: 4668.744629
	Iteration 6F: 3 clusters Score -1280081 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1280440.750000 Penalty: 4668.744629
	Iteration 7Q: 3 clusters Score -1280441 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1280749.125000 Penalty: 4668.744629
	Iteration 8Q: 3 clusters Score -1280749 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1281004.875000 Penalty: 4668.744629
	Iteration 9Q: 3 clusters Score -1281005 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1281191.750000 Penalty: 4668.744629
	Iteration 10Q: 3 clusters Score -1281192 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1281328.750000 Penalty: 4668.744629
	Iteration 11Q: 3 clusters Score -1281329 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1281424.625000 Penalty: 4668.744629
	Iteration 12Q: 3 clusters Score -1281425 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1281492.625000 Penalty: 4668.744629
	Iteration 13Q: 3 clusters Score -1281493 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1281533.750000 Penalty: 4668.744629
	Iteration 14Q: 3 clusters Score -1281534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1281568.125000 Penalty: 4668.744629
	Iteration 15Q: 3 clusters Score -1281568 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1281585.875000 Penalty: 4668.744629
	Iteration 16Q: 3 clusters Score -1281586 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1281606.250000 Penalty: 4668.744629
	Iteration 17Q: 3 clusters Score -1281606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1281625.250000 Penalty: 4668.744629
	Iteration 18Q: 3 clusters Score -1281625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1281635.125000 Penalty: 4668.744629
	Iteration 19Q: 3 clusters Score -1281635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1281644.500000 Penalty: 4668.744629
	Iteration 20F: 3 clusters Score -1281644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1281654.375000 Penalty: 4668.744629
	Iteration 21Q: 3 clusters Score -1281654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1281657.125000 Penalty: 4668.744629
	Iteration 22Q: 3 clusters Score -1281657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1281667.625000 Penalty: 4668.744629
	Iteration 23Q: 3 clusters Score -1281668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1281677.500000 Penalty: 4668.744629
	Iteration 24Q: 3 clusters Score -1281678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1281690.875000 Penalty: 4668.744629
	Iteration 25Q: 3 clusters Score -1281691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1281696.875000 Penalty: 4668.744629
	Iteration 26Q: 3 clusters Score -1281697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1281713.750000 Penalty: 4668.744629
	Iteration 27Q: 3 clusters Score -1281714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1281719.500000 Penalty: 4668.744629
	Iteration 28Q: 3 clusters Score -1281720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1281738.250000 Penalty: 4668.744629
	Iteration 29Q: 3 clusters Score -1281738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1281746.875000 Penalty: 4668.744629
	Iteration 30Q: 3 clusters Score -1281747 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1281761.500000 Penalty: 4668.744629
	Iteration 31Q: 3 clusters Score -1281762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1281779.500000 Penalty: 4668.744629
	Iteration 32Q: 3 clusters Score -1281780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1281787.375000 Penalty: 4668.744629
	Iteration 33Q: 3 clusters Score -1281787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1281802.000000 Penalty: 4668.744629
	Iteration 34Q: 3 clusters Score -1281802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1281813.750000 Penalty: 4668.744629
	Iteration 35Q: 3 clusters Score -1281814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1281827.875000 Penalty: 4668.744629
	Iteration 36Q: 3 clusters Score -1281828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1281839.000000 Penalty: 4668.744629
	Iteration 37Q: 3 clusters Score -1281839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1281850.000000 Penalty: 4668.744629
	Iteration 38Q: 3 clusters Score -1281850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1281863.250000 Penalty: 4668.744629
	Iteration 39Q: 3 clusters Score -1281863 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1281878.750000 Penalty: 4668.744629
	Iteration 40F: 3 clusters Score -1281879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1281897.250000 Penalty: 4668.744629
	Iteration 41Q: 3 clusters Score -1281897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1281911.375000 Penalty: 4668.744629
	Iteration 42Q: 3 clusters Score -1281911 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1281935.875000 Penalty: 4668.744629
	Iteration 43Q: 3 clusters Score -1281936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1281962.125000 Penalty: 4668.744629
	Iteration 44Q: 3 clusters Score -1281962 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1281983.500000 Penalty: 4668.744629
	Iteration 45Q: 3 clusters Score -1281984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1282010.625000 Penalty: 4668.744629
	Iteration 46Q: 3 clusters Score -1282011 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1282050.125000 Penalty: 4668.744629
	Iteration 47Q: 3 clusters Score -1282050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1282095.125000 Penalty: 4668.744629
	Iteration 48Q: 3 clusters Score -1282095 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1282134.500000 Penalty: 4668.744629
	Iteration 49Q: 3 clusters Score -1282134 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1282182.000000 Penalty: 4668.744629
	Iteration 50Q: 3 clusters Score -1282182 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1282225.375000 Penalty: 4668.744629
	Iteration 51Q: 3 clusters Score -1282225 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1282277.125000 Penalty: 4668.744629
	Iteration 52Q: 3 clusters Score -1282277 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1282329.750000 Penalty: 4668.744629
	Iteration 53Q: 3 clusters Score -1282330 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1282379.625000 Penalty: 4668.744629
	Iteration 54Q: 3 clusters Score -1282380 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1282422.125000 Penalty: 4668.744629
	Iteration 55Q: 3 clusters Score -1282422 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1282451.125000 Penalty: 4668.744629
	Iteration 56Q: 3 clusters Score -1282451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1282492.000000 Penalty: 4668.744629
	Iteration 57Q: 3 clusters Score -1282492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1282527.250000 Penalty: 4668.744629
	Iteration 58Q: 3 clusters Score -1282527 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1282543.875000 Penalty: 4668.744629
	Iteration 59Q: 3 clusters Score -1282544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1282566.875000 Penalty: 4668.744629
	Iteration 60F: 3 clusters Score -1282567 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1282583.750000 Penalty: 4668.744629
	Iteration 61Q: 3 clusters Score -1282584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1282602.500000 Penalty: 4668.744629
	Iteration 62Q: 3 clusters Score -1282602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1282617.625000 Penalty: 4668.744629
	Iteration 63Q: 3 clusters Score -1282618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1282638.750000 Penalty: 4668.744629
	Iteration 64Q: 3 clusters Score -1282639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1282662.875000 Penalty: 4668.744629
	Iteration 65Q: 3 clusters Score -1282663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1282671.750000 Penalty: 4668.744629
	Iteration 66Q: 3 clusters Score -1282672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1282691.375000 Penalty: 4668.744629
	Iteration 67Q: 3 clusters Score -1282691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1282705.625000 Penalty: 4668.744629
	Iteration 68Q: 3 clusters Score -1282706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1282715.000000 Penalty: 4668.744629
	Iteration 69Q: 3 clusters Score -1282715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1282727.250000 Penalty: 4668.744629
	Iteration 70Q: 3 clusters Score -1282727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1282738.625000 Penalty: 4668.744629
	Iteration 71Q: 3 clusters Score -1282739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1282745.500000 Penalty: 4668.744629
	Iteration 72Q: 3 clusters Score -1282746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1282751.750000 Penalty: 4668.744629
	Iteration 73Q: 3 clusters Score -1282752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1282762.250000 Penalty: 4668.744629
	Iteration 74Q: 3 clusters Score -1282762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1282766.750000 Penalty: 4668.744629
	Iteration 75Q: 3 clusters Score -1282767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1282769.375000 Penalty: 4668.744629
	Iteration 76Q: 3 clusters Score -1282769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1282776.750000 Penalty: 4668.744629
	Iteration 77Q: 3 clusters Score -1282777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1282780.500000 Penalty: 4668.744629
	Iteration 78Q: 3 clusters Score -1282780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1282787.875000 Penalty: 4668.744629
	Iteration 79Q: 3 clusters Score -1282788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1282793.000000 Penalty: 4668.744629
	Iteration 80F: 3 clusters Score -1282793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1282798.375000 Penalty: 4668.744629
	Iteration 81Q: 3 clusters Score -1282798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1282804.375000 Penalty: 4668.744629
	Iteration 82Q: 3 clusters Score -1282804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1282808.875000 Penalty: 4668.744629
	Iteration 83Q: 3 clusters Score -1282809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1282809.750000 Penalty: 4668.744629
	Iteration 84Q: 3 clusters Score -1282810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1282810.375000 Penalty: 4668.744629
	Iteration 85Q: 3 clusters Score -1282810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1282811.875000 Penalty: 4668.744629
	Iteration 86Q: 3 clusters Score -1282812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1282813.875000 Penalty: 4668.744629
	Iteration 87Q: 3 clusters Score -1282814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1282814.875000 Penalty: 4668.744629
	Iteration 88Q: 3 clusters Score -1282815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1282816.625000 Penalty: 4668.744629
	Iteration 89Q: 3 clusters Score -1282817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1282815.750000 Penalty: 4668.744629
	Iteration 90Q: 3 clusters Score -1282816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1282816.625000 Penalty: 4668.744629
	Iteration 91Q: 3 clusters Score -1282817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1282817.875000 Penalty: 4668.744629
	Iteration 92Q: 3 clusters Score -1282818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1282819.125000 Penalty: 4668.744629
	Iteration 93Q: 3 clusters Score -1282819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1282819.875000 Penalty: 4668.744629
	Iteration 94Q: 3 clusters Score -1282820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1282820.750000 Penalty: 4668.744629
	Iteration 95Q: 3 clusters Score -1282821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1282821.500000 Penalty: 4668.744629
	Iteration 96Q: 3 clusters Score -1282822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1282822.000000 Penalty: 4668.744629
	Iteration 97Q: 3 clusters Score -1282822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1282823.125000 Penalty: 4668.744629
	Iteration 98Q: 3 clusters Score -1282823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1282823.000000 Penalty: 4668.744629
	Iteration 99Q: 3 clusters Score -1282823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1282822.875000 Penalty: 4668.744629
	Iteration 100F: 3 clusters Score -1282823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1282824.750000 Penalty: 4668.744629
	Iteration 101Q: 3 clusters Score -1282825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1282826.250000 Penalty: 4668.744629
	Iteration 102Q: 3 clusters Score -1282826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1282826.250000 Penalty: 4668.744629
	Iteration 103F: 3 clusters Score -1282826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Entering Unmasked Estep 
Score: -627312.500000 Penalty: 2152.300781
	Iteration 0F: 2 clusters Score -627312.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -622260.437500 Penalty: 4304.601562
	Iteration 0F: 3 clusters Score -622260.4 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -623648.937500 Penalty: 4304.601562
	Iteration 1F: 3 clusters Score -623648.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -624039.312500 Penalty: 4304.601562
	Iteration 2F: 3 clusters Score -624039.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -624365.187500 Penalty: 4304.601562
	Iteration 3F: 3 clusters Score -624365.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -624663.687500 Penalty: 4304.601562
	Iteration 4F: 3 clusters Score -624663.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -624934.750000 Penalty: 4304.601562
	Iteration 5F: 3 clusters Score -624934.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -625151.812500 Penalty: 4304.601562
	Iteration 6Q: 3 clusters Score -625151.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -625311.312500 Penalty: 4304.601562
	Iteration 7Q: 3 clusters Score -625311.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -625435.750000 Penalty: 4304.601562
	Iteration 8Q: 3 clusters Score -625435.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -625508.812500 Penalty: 4304.601562
	Iteration 9Q: 3 clusters Score -625508.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -625544.312500 Penalty: 4304.601562
	Iteration 10Q: 3 clusters Score -625544.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -625563.437500 Penalty: 4304.601562
	Iteration 11Q: 3 clusters Score -625563.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -625578.187500 Penalty: 4304.601562
	Iteration 12Q: 3 clusters Score -625578.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -625588.812500 Penalty: 4304.601562
	Iteration 13Q: 3 clusters Score -625588.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -625597.062500 Penalty: 4304.601562
	Iteration 14Q: 3 clusters Score -625597.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -625606.062500 Penalty: 4304.601562
	Iteration 15Q: 3 clusters Score -625606.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -625611.000000 Penalty: 4304.601562
	Iteration 16Q: 3 clusters Score -625611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -625617.000000 Penalty: 4304.601562
	Iteration 17Q: 3 clusters Score -625617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -625621.062500 Penalty: 4304.601562
	Iteration 18Q: 3 clusters Score -625621.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -625623.250000 Penalty: 4304.601562
	Iteration 19Q: 3 clusters Score -625623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -625625.000000 Penalty: 4304.601562
	Iteration 20F: 3 clusters Score -625625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -625625.937500 Penalty: 4304.601562
	Iteration 21Q: 3 clusters Score -625625.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -625627.500000 Penalty: 4304.601562
	Iteration 22Q: 3 clusters Score -625627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -625629.437500 Penalty: 4304.601562
	Iteration 23Q: 3 clusters Score -625629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -625630.250000 Penalty: 4304.601562
	Iteration 24Q: 3 clusters Score -625630.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -625632.562500 Penalty: 4304.601562
	Iteration 25Q: 3 clusters Score -625632.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -625635.312500 Penalty: 4304.601562
	Iteration 26Q: 3 clusters Score -625635.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -625637.687500 Penalty: 4304.601562
	Iteration 27Q: 3 clusters Score -625637.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -625641.687500 Penalty: 4304.601562
	Iteration 28Q: 3 clusters Score -625641.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -625645.750000 Penalty: 4304.601562
	Iteration 29Q: 3 clusters Score -625645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -625647.875000 Penalty: 4304.601562
	Iteration 30Q: 3 clusters Score -625647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -625650.437500 Penalty: 4304.601562
	Iteration 31Q: 3 clusters Score -625650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -625652.125000 Penalty: 4304.601562
	Iteration 32Q: 3 clusters Score -625652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -625653.375000 Penalty: 4304.601562
	Iteration 33Q: 3 clusters Score -625653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -625657.000000 Penalty: 4304.601562
	Iteration 34Q: 3 clusters Score -625657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -625658.875000 Penalty: 4304.601562
	Iteration 35Q: 3 clusters Score -625658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -625661.312500 Penalty: 4304.601562
	Iteration 36Q: 3 clusters Score -625661.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -625662.062500 Penalty: 4304.601562
	Iteration 37Q: 3 clusters Score -625662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -625664.312500 Penalty: 4304.601562
	Iteration 38Q: 3 clusters Score -625664.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -625665.375000 Penalty: 4304.601562
	Iteration 39Q: 3 clusters Score -625665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -625665.375000 Penalty: 4304.601562
	Iteration 40F: 3 clusters Score -625665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -625666.062500 Penalty: 4304.601562
	Iteration 41Q: 3 clusters Score -625666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -625668.500000 Penalty: 4304.601562
	Iteration 42Q: 3 clusters Score -625668.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -625669.187500 Penalty: 4304.601562
	Iteration 43Q: 3 clusters Score -625669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -625672.375000 Penalty: 4304.601562
	Iteration 44Q: 3 clusters Score -625672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -625672.250000 Penalty: 4304.601562
	Iteration 45Q: 3 clusters Score -625672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -625673.500000 Penalty: 4304.601562
	Iteration 46Q: 3 clusters Score -625673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -625674.750000 Penalty: 4304.601562
	Iteration 47Q: 3 clusters Score -625674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -625674.750000 Penalty: 4304.601562
	Iteration 48F: 3 clusters Score -625674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -74524.000000 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -74524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72841.851562 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -72841.85 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73074.031250 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -73074.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73158.882812 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -73158.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73219.804688 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -73219.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73244.218750 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -73244.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73260.046875 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -73260.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73290.312500 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -73290.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73316.468750 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -73316.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73351.171875 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -73351.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73434.851562 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -73434.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73484.445312 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -73484.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73551.046875 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -73551.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73643.007812 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -73643.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73715.453125 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -73715.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73775.531250 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -73775.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73836.062500 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -73836.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73897.343750 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -73897.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73985.906250 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -73985.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74113.820312 Penalty: 3251.457031
	Iteration 18Q: 3 clusters Score -74113.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74267.968750 Penalty: 3251.457031
	Iteration 19Q: 3 clusters Score -74267.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74430.093750 Penalty: 3251.457031
	Iteration 20F: 3 clusters Score -74430.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74494.617188 Penalty: 3251.457031
	Iteration 21Q: 3 clusters Score -74494.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74554.609375 Penalty: 3251.457031
	Iteration 22Q: 3 clusters Score -74554.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74565.617188 Penalty: 3251.457031
	Iteration 23Q: 3 clusters Score -74565.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74611.687500 Penalty: 3251.457031
	Iteration 24Q: 3 clusters Score -74611.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74617.078125 Penalty: 3251.457031
	Iteration 25Q: 3 clusters Score -74617.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74623.750000 Penalty: 3251.457031
	Iteration 26Q: 3 clusters Score -74623.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74623.750000 Penalty: 3251.457031
	Iteration 27F: 3 clusters Score -74623.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53241 members 
Mstep: Class 4 contains 213822 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16169 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34481 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108174 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14004 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8540 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25132 members 
Mstep: Class 28 contains 45359 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 284 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5270 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6830 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34038 members 
Mstep: Class 47 contains 27766 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7976 members 
Mstep: Class 54 contains 10973 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16273 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 16916 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25414 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12938 members 
Mstep: Class 72 contains 419 members 
Entering Unmasked Estep 
Score: -139311552.000000 Penalty: 251259.593750
Splitting cluster 35 changes total score from -139313168.000000 to -139311552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -126675.484375 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -126675.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -124606.015625 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -124606 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -124930.859375 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -124930.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -125020.804688 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -125020.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -125055.929688 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -125055.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125077.968750 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -125078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -125090.984375 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -125091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125097.570312 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -125097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -125103.437500 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -125103.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -125110.554688 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -125110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125121.898438 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -125121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125130.671875 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -125130.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125132.632812 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -125132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -125133.695312 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -125133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -125135.703125 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -125135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125137.953125 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -125138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125139.218750 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -125139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125140.796875 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -125140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125141.046875 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -125141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125141.046875 Penalty: 3504.544189
	Iteration 18F: 3 clusters Score -125141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -344845.500000 Penalty: 1988.700684
	Iteration 0F: 2 clusters Score -344845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -341541.843750 Penalty: 3977.401367
	Iteration 0F: 3 clusters Score -341541.8 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -342220.500000 Penalty: 3977.401367
	Iteration 1F: 3 clusters Score -342220.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -342355.812500 Penalty: 3977.401367
	Iteration 2F: 3 clusters Score -342355.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -342435.875000 Penalty: 3977.401367
	Iteration 3Q: 3 clusters Score -342435.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -342486.062500 Penalty: 3977.401367
	Iteration 4Q: 3 clusters Score -342486.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -342534.625000 Penalty: 3977.401367
	Iteration 5Q: 3 clusters Score -342534.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -342572.906250 Penalty: 3977.401367
	Iteration 6Q: 3 clusters Score -342572.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -342599.781250 Penalty: 3977.401367
	Iteration 7Q: 3 clusters Score -342599.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342622.062500 Penalty: 3977.401367
	Iteration 8Q: 3 clusters Score -342622.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -342642.625000 Penalty: 3977.401367
	Iteration 9Q: 3 clusters Score -342642.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -342659.750000 Penalty: 3977.401367
	Iteration 10Q: 3 clusters Score -342659.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342679.031250 Penalty: 3977.401367
	Iteration 11Q: 3 clusters Score -342679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -342692.875000 Penalty: 3977.401367
	Iteration 12Q: 3 clusters Score -342692.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -342705.937500 Penalty: 3977.401367
	Iteration 13Q: 3 clusters Score -342705.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -342721.531250 Penalty: 3977.401367
	Iteration 14Q: 3 clusters Score -342721.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -342738.593750 Penalty: 3977.401367
	Iteration 15Q: 3 clusters Score -342738.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -342753.593750 Penalty: 3977.401367
	Iteration 16Q: 3 clusters Score -342753.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -342768.750000 Penalty: 3977.401367
	Iteration 17Q: 3 clusters Score -342768.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -342781.843750 Penalty: 3977.401367
	Iteration 18Q: 3 clusters Score -342781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -342795.718750 Penalty: 3977.401367
	Iteration 19Q: 3 clusters Score -342795.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -342808.500000 Penalty: 3977.401367
	Iteration 20F: 3 clusters Score -342808.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -342824.312500 Penalty: 3977.401367
	Iteration 21Q: 3 clusters Score -342824.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -342843.031250 Penalty: 3977.401367
	Iteration 22Q: 3 clusters Score -342843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -342861.781250 Penalty: 3977.401367
	Iteration 23Q: 3 clusters Score -342861.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -342883.218750 Penalty: 3977.401367
	Iteration 24Q: 3 clusters Score -342883.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -342897.593750 Penalty: 3977.401367
	Iteration 25Q: 3 clusters Score -342897.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -342913.062500 Penalty: 3977.401367
	Iteration 26Q: 3 clusters Score -342913.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -342926.031250 Penalty: 3977.401367
	Iteration 27Q: 3 clusters Score -342926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -342936.281250 Penalty: 3977.401367
	Iteration 28Q: 3 clusters Score -342936.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -342950.656250 Penalty: 3977.401367
	Iteration 29Q: 3 clusters Score -342950.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -342969.031250 Penalty: 3977.401367
	Iteration 30Q: 3 clusters Score -342969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -342985.093750 Penalty: 3977.401367
	Iteration 31Q: 3 clusters Score -342985.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -342996.187500 Penalty: 3977.401367
	Iteration 32Q: 3 clusters Score -342996.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -343005.968750 Penalty: 3977.401367
	Iteration 33Q: 3 clusters Score -343006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -343012.218750 Penalty: 3977.401367
	Iteration 34Q: 3 clusters Score -343012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -343017.000000 Penalty: 3977.401367
	Iteration 35Q: 3 clusters Score -343017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -343021.500000 Penalty: 3977.401367
	Iteration 36Q: 3 clusters Score -343021.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -343029.781250 Penalty: 3977.401367
	Iteration 37Q: 3 clusters Score -343029.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -343037.656250 Penalty: 3977.401367
	Iteration 38Q: 3 clusters Score -343037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -343040.125000 Penalty: 3977.401367
	Iteration 39Q: 3 clusters Score -343040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -343041.031250 Penalty: 3977.401367
	Iteration 40F: 3 clusters Score -343041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -343043.593750 Penalty: 3977.401367
	Iteration 41Q: 3 clusters Score -343043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -343043.312500 Penalty: 3977.401367
	Iteration 42Q: 3 clusters Score -343043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -343043.312500 Penalty: 3977.401367
	Iteration 43F: 3 clusters Score -343043.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -532623.625000 Penalty: 2125.306885
	Iteration 0F: 2 clusters Score -532623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -527955.500000 Penalty: 4250.613770
	Iteration 0F: 3 clusters Score -527955.5 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -529262.625000 Penalty: 4250.613770
	Iteration 1F: 3 clusters Score -529262.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -529668.625000 Penalty: 4250.613770
	Iteration 2F: 3 clusters Score -529668.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -530004.750000 Penalty: 4250.613770
	Iteration 3F: 3 clusters Score -530004.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -530273.812500 Penalty: 4250.613770
	Iteration 4F: 3 clusters Score -530273.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -530505.500000 Penalty: 4250.613770
	Iteration 5F: 3 clusters Score -530505.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -530688.875000 Penalty: 4250.613770
	Iteration 6Q: 3 clusters Score -530688.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -530803.375000 Penalty: 4250.613770
	Iteration 7Q: 3 clusters Score -530803.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -530886.437500 Penalty: 4250.613770
	Iteration 8Q: 3 clusters Score -530886.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -530944.312500 Penalty: 4250.613770
	Iteration 9Q: 3 clusters Score -530944.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -530972.875000 Penalty: 4250.613770
	Iteration 10Q: 3 clusters Score -530972.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -530994.812500 Penalty: 4250.613770
	Iteration 11Q: 3 clusters Score -530994.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -531010.687500 Penalty: 4250.613770
	Iteration 12Q: 3 clusters Score -531010.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -531022.750000 Penalty: 4250.613770
	Iteration 13Q: 3 clusters Score -531022.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -531030.875000 Penalty: 4250.613770
	Iteration 14Q: 3 clusters Score -531030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -531037.937500 Penalty: 4250.613770
	Iteration 15Q: 3 clusters Score -531037.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -531043.875000 Penalty: 4250.613770
	Iteration 16Q: 3 clusters Score -531043.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -531047.437500 Penalty: 4250.613770
	Iteration 17Q: 3 clusters Score -531047.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -531051.500000 Penalty: 4250.613770
	Iteration 18Q: 3 clusters Score -531051.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -531056.937500 Penalty: 4250.613770
	Iteration 19Q: 3 clusters Score -531056.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -531062.625000 Penalty: 4250.613770
	Iteration 20F: 3 clusters Score -531062.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -531065.625000 Penalty: 4250.613770
	Iteration 21Q: 3 clusters Score -531065.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -531066.250000 Penalty: 4250.613770
	Iteration 22Q: 3 clusters Score -531066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -531068.937500 Penalty: 4250.613770
	Iteration 23Q: 3 clusters Score -531068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -531072.312500 Penalty: 4250.613770
	Iteration 24Q: 3 clusters Score -531072.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -531074.312500 Penalty: 4250.613770
	Iteration 25Q: 3 clusters Score -531074.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -531077.187500 Penalty: 4250.613770
	Iteration 26Q: 3 clusters Score -531077.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -531081.500000 Penalty: 4250.613770
	Iteration 27Q: 3 clusters Score -531081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -531082.187500 Penalty: 4250.613770
	Iteration 28Q: 3 clusters Score -531082.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -531085.125000 Penalty: 4250.613770
	Iteration 29Q: 3 clusters Score -531085.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -531086.812500 Penalty: 4250.613770
	Iteration 30Q: 3 clusters Score -531086.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -531089.187500 Penalty: 4250.613770
	Iteration 31Q: 3 clusters Score -531089.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -531092.875000 Penalty: 4250.613770
	Iteration 32Q: 3 clusters Score -531092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -531095.250000 Penalty: 4250.613770
	Iteration 33Q: 3 clusters Score -531095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -531097.500000 Penalty: 4250.613770
	Iteration 34Q: 3 clusters Score -531097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -531099.125000 Penalty: 4250.613770
	Iteration 35Q: 3 clusters Score -531099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -531101.125000 Penalty: 4250.613770
	Iteration 36Q: 3 clusters Score -531101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -531102.625000 Penalty: 4250.613770
	Iteration 37Q: 3 clusters Score -531102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -531104.187500 Penalty: 4250.613770
	Iteration 38Q: 3 clusters Score -531104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -531106.562500 Penalty: 4250.613770
	Iteration 39Q: 3 clusters Score -531106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -531107.937500 Penalty: 4250.613770
	Iteration 40F: 3 clusters Score -531107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -531109.375000 Penalty: 4250.613770
	Iteration 41Q: 3 clusters Score -531109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -531109.812500 Penalty: 4250.613770
	Iteration 42Q: 3 clusters Score -531109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -531111.500000 Penalty: 4250.613770
	Iteration 43Q: 3 clusters Score -531111.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -531113.187500 Penalty: 4250.613770
	Iteration 44Q: 3 clusters Score -531113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -531114.187500 Penalty: 4250.613770
	Iteration 45Q: 3 clusters Score -531114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -531113.312500 Penalty: 4250.613770
	Iteration 46Q: 3 clusters Score -531113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -531113.312500 Penalty: 4250.613770
	Iteration 47F: 3 clusters Score -531113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Entering Unmasked Estep 
Score: -1572387.750000 Penalty: 2369.849121
	Iteration 0F: 2 clusters Score -1572388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1562021.500000 Penalty: 4739.698242
	Iteration 0F: 3 clusters Score -1562022 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1565204.500000 Penalty: 4739.698242
	Iteration 1F: 3 clusters Score -1565204 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1565611.375000 Penalty: 4739.698242
	Iteration 2F: 3 clusters Score -1565611 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1565958.375000 Penalty: 4739.698242
	Iteration 3F: 3 clusters Score -1565958 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1566289.750000 Penalty: 4739.698242
	Iteration 4Q: 3 clusters Score -1566290 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1566600.000000 Penalty: 4739.698242
	Iteration 5Q: 3 clusters Score -1566600 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1566952.500000 Penalty: 4739.698242
	Iteration 6Q: 3 clusters Score -1566952 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1567315.375000 Penalty: 4739.698242
	Iteration 7Q: 3 clusters Score -1567315 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1567669.250000 Penalty: 4739.698242
	Iteration 8Q: 3 clusters Score -1567669 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1568023.000000 Penalty: 4739.698242
	Iteration 9Q: 3 clusters Score -1568023 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1568384.125000 Penalty: 4739.698242
	Iteration 10Q: 3 clusters Score -1568384 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1568779.500000 Penalty: 4739.698242
	Iteration 11Q: 3 clusters Score -1568780 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1569162.625000 Penalty: 4739.698242
	Iteration 12Q: 3 clusters Score -1569163 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1569574.250000 Penalty: 4739.698242
	Iteration 13Q: 3 clusters Score -1569574 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1569948.000000 Penalty: 4739.698242
	Iteration 14Q: 3 clusters Score -1569948 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1570227.750000 Penalty: 4739.698242
	Iteration 15Q: 3 clusters Score -1570228 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1570421.125000 Penalty: 4739.698242
	Iteration 16Q: 3 clusters Score -1570421 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1570566.250000 Penalty: 4739.698242
	Iteration 17Q: 3 clusters Score -1570566 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1570667.500000 Penalty: 4739.698242
	Iteration 18Q: 3 clusters Score -1570668 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1570733.000000 Penalty: 4739.698242
	Iteration 19Q: 3 clusters Score -1570733 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1570774.000000 Penalty: 4739.698242
	Iteration 20F: 3 clusters Score -1570774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1570806.500000 Penalty: 4739.698242
	Iteration 21Q: 3 clusters Score -1570806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1570842.250000 Penalty: 4739.698242
	Iteration 22Q: 3 clusters Score -1570842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1570883.625000 Penalty: 4739.698242
	Iteration 23Q: 3 clusters Score -1570884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1570932.625000 Penalty: 4739.698242
	Iteration 24Q: 3 clusters Score -1570933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1570968.375000 Penalty: 4739.698242
	Iteration 25Q: 3 clusters Score -1570968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1570998.625000 Penalty: 4739.698242
	Iteration 26Q: 3 clusters Score -1570999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1571024.250000 Penalty: 4739.698242
	Iteration 27Q: 3 clusters Score -1571024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1571037.000000 Penalty: 4739.698242
	Iteration 28Q: 3 clusters Score -1571037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1571047.875000 Penalty: 4739.698242
	Iteration 29Q: 3 clusters Score -1571048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1571060.500000 Penalty: 4739.698242
	Iteration 30Q: 3 clusters Score -1571060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1571071.375000 Penalty: 4739.698242
	Iteration 31Q: 3 clusters Score -1571071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1571077.875000 Penalty: 4739.698242
	Iteration 32Q: 3 clusters Score -1571078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1571088.875000 Penalty: 4739.698242
	Iteration 33Q: 3 clusters Score -1571089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1571091.375000 Penalty: 4739.698242
	Iteration 34Q: 3 clusters Score -1571091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1571102.500000 Penalty: 4739.698242
	Iteration 35Q: 3 clusters Score -1571102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1571103.750000 Penalty: 4739.698242
	Iteration 36Q: 3 clusters Score -1571104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1571111.500000 Penalty: 4739.698242
	Iteration 37Q: 3 clusters Score -1571112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1571114.500000 Penalty: 4739.698242
	Iteration 38Q: 3 clusters Score -1571114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1571119.625000 Penalty: 4739.698242
	Iteration 39Q: 3 clusters Score -1571120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1571127.875000 Penalty: 4739.698242
	Iteration 40F: 3 clusters Score -1571128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1571133.375000 Penalty: 4739.698242
	Iteration 41Q: 3 clusters Score -1571133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1571137.500000 Penalty: 4739.698242
	Iteration 42Q: 3 clusters Score -1571138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1571139.750000 Penalty: 4739.698242
	Iteration 43Q: 3 clusters Score -1571140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1571142.250000 Penalty: 4739.698242
	Iteration 44Q: 3 clusters Score -1571142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1571145.750000 Penalty: 4739.698242
	Iteration 45Q: 3 clusters Score -1571146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1571144.250000 Penalty: 4739.698242
	Iteration 46Q: 3 clusters Score -1571144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1571149.500000 Penalty: 4739.698242
	Iteration 47Q: 3 clusters Score -1571150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1571150.250000 Penalty: 4739.698242
	Iteration 48Q: 3 clusters Score -1571150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1571148.125000 Penalty: 4739.698242
	Iteration 49Q: 3 clusters Score -1571148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1571157.625000 Penalty: 4739.698242
	Iteration 50Q: 3 clusters Score -1571158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1571157.250000 Penalty: 4739.698242
	Iteration 51Q: 3 clusters Score -1571157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1571158.000000 Penalty: 4739.698242
	Iteration 52Q: 3 clusters Score -1571158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1571162.375000 Penalty: 4739.698242
	Iteration 53Q: 3 clusters Score -1571162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1571164.250000 Penalty: 4739.698242
	Iteration 54Q: 3 clusters Score -1571164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1571170.500000 Penalty: 4739.698242
	Iteration 55Q: 3 clusters Score -1571170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1571168.500000 Penalty: 4739.698242
	Iteration 56Q: 3 clusters Score -1571168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1571169.750000 Penalty: 4739.698242
	Iteration 57Q: 3 clusters Score -1571170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1571176.375000 Penalty: 4739.698242
	Iteration 58Q: 3 clusters Score -1571176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1571181.000000 Penalty: 4739.698242
	Iteration 59Q: 3 clusters Score -1571181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1571183.500000 Penalty: 4739.698242
	Iteration 60F: 3 clusters Score -1571184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1571185.125000 Penalty: 4739.698242
	Iteration 61Q: 3 clusters Score -1571185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1571187.125000 Penalty: 4739.698242
	Iteration 62Q: 3 clusters Score -1571187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1571186.500000 Penalty: 4739.698242
	Iteration 63Q: 3 clusters Score -1571186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1571187.875000 Penalty: 4739.698242
	Iteration 64Q: 3 clusters Score -1571188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1571189.750000 Penalty: 4739.698242
	Iteration 65Q: 3 clusters Score -1571190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1571187.250000 Penalty: 4739.698242
	Iteration 66Q: 3 clusters Score -1571187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1571190.375000 Penalty: 4739.698242
	Iteration 67Q: 3 clusters Score -1571190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1571190.875000 Penalty: 4739.698242
	Iteration 68Q: 3 clusters Score -1571191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1571191.375000 Penalty: 4739.698242
	Iteration 69Q: 3 clusters Score -1571191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1571190.875000 Penalty: 4739.698242
	Iteration 70Q: 3 clusters Score -1571191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1571188.375000 Penalty: 4739.698242
	Iteration 71Q: 3 clusters Score -1571188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1571193.500000 Penalty: 4739.698242
	Iteration 72Q: 3 clusters Score -1571194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1571194.250000 Penalty: 4739.698242
	Iteration 73Q: 3 clusters Score -1571194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1571194.000000 Penalty: 4739.698242
	Iteration 74Q: 3 clusters Score -1571194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1571194.500000 Penalty: 4739.698242
	Iteration 75Q: 3 clusters Score -1571194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1571193.625000 Penalty: 4739.698242
	Iteration 76Q: 3 clusters Score -1571194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1571194.875000 Penalty: 4739.698242
	Iteration 77Q: 3 clusters Score -1571195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1571195.250000 Penalty: 4739.698242
	Iteration 78Q: 3 clusters Score -1571195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1571194.375000 Penalty: 4739.698242
	Iteration 79Q: 3 clusters Score -1571194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1571194.375000 Penalty: 4739.698242
	Iteration 80F: 3 clusters Score -1571194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Entering Unmasked Estep 
Score: -2575839.750000 Penalty: 2509.112305
	Iteration 0F: 2 clusters Score -2575840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2558823.250000 Penalty: 5018.224609
	Iteration 0F: 3 clusters Score -2558823 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2565161.750000 Penalty: 5018.224609
	Iteration 1F: 3 clusters Score -2565162 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2565926.500000 Penalty: 5018.224609
	Iteration 2F: 3 clusters Score -2565926 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2566617.000000 Penalty: 5018.224609
	Iteration 3F: 3 clusters Score -2566617 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2567213.000000 Penalty: 5018.224609
	Iteration 4F: 3 clusters Score -2567213 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2567787.750000 Penalty: 5018.224609
	Iteration 5Q: 3 clusters Score -2567788 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2568343.500000 Penalty: 5018.224609
	Iteration 6Q: 3 clusters Score -2568344 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2568923.250000 Penalty: 5018.224609
	Iteration 7Q: 3 clusters Score -2568923 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2569502.750000 Penalty: 5018.224609
	Iteration 8Q: 3 clusters Score -2569503 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2569982.000000 Penalty: 5018.224609
	Iteration 9Q: 3 clusters Score -2569982 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2570435.000000 Penalty: 5018.224609
	Iteration 10Q: 3 clusters Score -2570435 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2570954.250000 Penalty: 5018.224609
	Iteration 11Q: 3 clusters Score -2570954 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2571474.750000 Penalty: 5018.224609
	Iteration 12Q: 3 clusters Score -2571475 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2572003.750000 Penalty: 5018.224609
	Iteration 13Q: 3 clusters Score -2572004 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2572517.750000 Penalty: 5018.224609
	Iteration 14Q: 3 clusters Score -2572518 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2573001.750000 Penalty: 5018.224609
	Iteration 15Q: 3 clusters Score -2573002 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2573495.250000 Penalty: 5018.224609
	Iteration 16Q: 3 clusters Score -2573495 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2573877.000000 Penalty: 5018.224609
	Iteration 17Q: 3 clusters Score -2573877 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2574142.750000 Penalty: 5018.224609
	Iteration 18Q: 3 clusters Score -2574143 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2574308.750000 Penalty: 5018.224609
	Iteration 19Q: 3 clusters Score -2574309 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2574458.750000 Penalty: 5018.224609
	Iteration 20F: 3 clusters Score -2574459 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2574562.500000 Penalty: 5018.224609
	Iteration 21Q: 3 clusters Score -2574562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2574640.750000 Penalty: 5018.224609
	Iteration 22Q: 3 clusters Score -2574641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2574740.000000 Penalty: 5018.224609
	Iteration 23Q: 3 clusters Score -2574740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2574809.500000 Penalty: 5018.224609
	Iteration 24Q: 3 clusters Score -2574810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2574872.750000 Penalty: 5018.224609
	Iteration 25Q: 3 clusters Score -2574873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2574934.250000 Penalty: 5018.224609
	Iteration 26Q: 3 clusters Score -2574934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2575020.000000 Penalty: 5018.224609
	Iteration 27Q: 3 clusters Score -2575020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2575065.500000 Penalty: 5018.224609
	Iteration 28Q: 3 clusters Score -2575066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2575135.250000 Penalty: 5018.224609
	Iteration 29Q: 3 clusters Score -2575135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2575207.750000 Penalty: 5018.224609
	Iteration 30Q: 3 clusters Score -2575208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2575270.750000 Penalty: 5018.224609
	Iteration 31Q: 3 clusters Score -2575271 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2575360.000000 Penalty: 5018.224609
	Iteration 32Q: 3 clusters Score -2575360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2575450.750000 Penalty: 5018.224609
	Iteration 33Q: 3 clusters Score -2575451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2575558.750000 Penalty: 5018.224609
	Iteration 34Q: 3 clusters Score -2575559 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2575610.250000 Penalty: 5018.224609
	Iteration 35Q: 3 clusters Score -2575610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2575657.750000 Penalty: 5018.224609
	Iteration 36Q: 3 clusters Score -2575658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2575678.500000 Penalty: 5018.224609
	Iteration 37Q: 3 clusters Score -2575678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2575686.000000 Penalty: 5018.224609
	Iteration 38Q: 3 clusters Score -2575686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2575690.000000 Penalty: 5018.224609
	Iteration 39Q: 3 clusters Score -2575690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2575695.250000 Penalty: 5018.224609
	Iteration 40F: 3 clusters Score -2575695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2575697.250000 Penalty: 5018.224609
	Iteration 41Q: 3 clusters Score -2575697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2575695.500000 Penalty: 5018.224609
	Iteration 42Q: 3 clusters Score -2575696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2575695.500000 Penalty: 5018.224609
	Iteration 43F: 3 clusters Score -2575696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -567367.687500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -567367.7 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 2689 members 
Entering Unmasked Estep 
Score: -562693.187500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -562693.2 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -563940.062500 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -563940.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -564197.437500 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -564197.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -564375.312500 Penalty: 4259.475098
	Iteration 3F: 3 clusters Score -564375.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -564518.937500 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -564518.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -564629.687500 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -564629.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -564727.562500 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -564727.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -564811.562500 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -564811.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -564869.750000 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -564869.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -564918.437500 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -564918.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -564959.125000 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -564959.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -565000.312500 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -565000.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -565040.562500 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -565040.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -565080.687500 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -565080.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -565127.500000 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -565127.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -565169.437500 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -565169.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -565210.375000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -565210.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -565248.375000 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -565248.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -565287.937500 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -565287.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -565330.937500 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -565330.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -565371.562500 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -565371.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -565403.250000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -565403.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -565426.500000 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -565426.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -565446.000000 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -565446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -565459.937500 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -565459.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -565482.937500 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -565482.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -565511.687500 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -565511.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -565543.125000 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -565543.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -565572.000000 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -565572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -565591.687500 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -565591.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -565606.750000 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -565606.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -565620.312500 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -565620.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -565631.250000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -565631.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -565639.812500 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -565639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -565646.937500 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -565646.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -565654.125000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -565654.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -565660.000000 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -565660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -565665.750000 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -565665.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -565670.562500 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -565670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -565675.500000 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -565675.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -565682.937500 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -565682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -565686.375000 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -565686.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -565692.062500 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -565692.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -565700.312500 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -565700.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -565710.125000 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -565710.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -565717.062500 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -565717.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -565722.750000 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -565722.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -565728.625000 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -565728.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -565733.312500 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -565733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -565737.812500 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -565737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -565739.812500 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -565739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -565742.062500 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -565742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -565743.937500 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -565743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -565744.750000 Penalty: 4259.475098
	Iteration 53Q: 3 clusters Score -565744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -565745.187500 Penalty: 4259.475098
	Iteration 54Q: 3 clusters Score -565745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -565745.187500 Penalty: 4259.475098
	Iteration 55F: 3 clusters Score -565745.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -733202.500000 Penalty: 2189.611816
	Iteration 0F: 2 clusters Score -733202.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -727559.875000 Penalty: 4379.223633
	Iteration 0F: 3 clusters Score -727559.9 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -729030.937500 Penalty: 4379.223633
	Iteration 1F: 3 clusters Score -729030.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -729308.000000 Penalty: 4379.223633
	Iteration 2F: 3 clusters Score -729308 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -729517.562500 Penalty: 4379.223633
	Iteration 3F: 3 clusters Score -729517.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -729756.625000 Penalty: 4379.223633
	Iteration 4Q: 3 clusters Score -729756.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -730007.562500 Penalty: 4379.223633
	Iteration 5Q: 3 clusters Score -730007.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -730265.312500 Penalty: 4379.223633
	Iteration 6Q: 3 clusters Score -730265.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -730517.937500 Penalty: 4379.223633
	Iteration 7Q: 3 clusters Score -730517.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -730713.562500 Penalty: 4379.223633
	Iteration 8Q: 3 clusters Score -730713.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -730843.312500 Penalty: 4379.223633
	Iteration 9Q: 3 clusters Score -730843.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -730957.875000 Penalty: 4379.223633
	Iteration 10Q: 3 clusters Score -730957.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -731062.187500 Penalty: 4379.223633
	Iteration 11Q: 3 clusters Score -731062.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -731160.187500 Penalty: 4379.223633
	Iteration 12Q: 3 clusters Score -731160.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -731257.125000 Penalty: 4379.223633
	Iteration 13Q: 3 clusters Score -731257.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -731335.562500 Penalty: 4379.223633
	Iteration 14Q: 3 clusters Score -731335.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -731408.000000 Penalty: 4379.223633
	Iteration 15Q: 3 clusters Score -731408 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -731499.937500 Penalty: 4379.223633
	Iteration 16Q: 3 clusters Score -731499.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -731569.875000 Penalty: 4379.223633
	Iteration 17Q: 3 clusters Score -731569.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -731624.625000 Penalty: 4379.223633
	Iteration 18Q: 3 clusters Score -731624.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -731676.125000 Penalty: 4379.223633
	Iteration 19Q: 3 clusters Score -731676.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -731718.687500 Penalty: 4379.223633
	Iteration 20F: 3 clusters Score -731718.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -731757.437500 Penalty: 4379.223633
	Iteration 21Q: 3 clusters Score -731757.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -731810.000000 Penalty: 4379.223633
	Iteration 22Q: 3 clusters Score -731810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -731859.812500 Penalty: 4379.223633
	Iteration 23Q: 3 clusters Score -731859.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -731915.000000 Penalty: 4379.223633
	Iteration 24Q: 3 clusters Score -731915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -731972.687500 Penalty: 4379.223633
	Iteration 25Q: 3 clusters Score -731972.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -732047.250000 Penalty: 4379.223633
	Iteration 26Q: 3 clusters Score -732047.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -732146.750000 Penalty: 4379.223633
	Iteration 27Q: 3 clusters Score -732146.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -732280.625000 Penalty: 4379.223633
	Iteration 28Q: 3 clusters Score -732280.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -732387.500000 Penalty: 4379.223633
	Iteration 29Q: 3 clusters Score -732387.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -732448.000000 Penalty: 4379.223633
	Iteration 30Q: 3 clusters Score -732448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -732477.000000 Penalty: 4379.223633
	Iteration 31Q: 3 clusters Score -732477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -732499.000000 Penalty: 4379.223633
	Iteration 32Q: 3 clusters Score -732499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -732510.437500 Penalty: 4379.223633
	Iteration 33Q: 3 clusters Score -732510.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -732513.625000 Penalty: 4379.223633
	Iteration 34Q: 3 clusters Score -732513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -732518.312500 Penalty: 4379.223633
	Iteration 35Q: 3 clusters Score -732518.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -732521.375000 Penalty: 4379.223633
	Iteration 36Q: 3 clusters Score -732521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -732520.812500 Penalty: 4379.223633
	Iteration 37Q: 3 clusters Score -732520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -732521.437500 Penalty: 4379.223633
	Iteration 38Q: 3 clusters Score -732521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -732521.437500 Penalty: 4379.223633
	Iteration 39F: 3 clusters Score -732521.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32517.833984 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32517.83 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 154 members 
Entering Unmasked Estep 
Score: -31164.097656 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -31164.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31293.576172 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31293.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31315.615234 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31315.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31321.261719 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31321.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31321.261719 Penalty: 2877.850586
	Iteration 4F: 3 clusters Score -31321.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Entering Unmasked Estep 
Score: -784152.250000 Penalty: 2191.132324
	Iteration 0F: 2 clusters Score -784152.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -778467.125000 Penalty: 4382.264648
	Iteration 0F: 3 clusters Score -778467.1 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -779948.812500 Penalty: 4382.264648
	Iteration 1F: 3 clusters Score -779948.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -780225.125000 Penalty: 4382.264648
	Iteration 2F: 3 clusters Score -780225.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -780392.000000 Penalty: 4382.264648
	Iteration 3F: 3 clusters Score -780392 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -780515.562500 Penalty: 4382.264648
	Iteration 4Q: 3 clusters Score -780515.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -780601.125000 Penalty: 4382.264648
	Iteration 5Q: 3 clusters Score -780601.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -780680.250000 Penalty: 4382.264648
	Iteration 6Q: 3 clusters Score -780680.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -780753.500000 Penalty: 4382.264648
	Iteration 7Q: 3 clusters Score -780753.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -780824.500000 Penalty: 4382.264648
	Iteration 8Q: 3 clusters Score -780824.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -780883.625000 Penalty: 4382.264648
	Iteration 9Q: 3 clusters Score -780883.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -780943.812500 Penalty: 4382.264648
	Iteration 10Q: 3 clusters Score -780943.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -781003.312500 Penalty: 4382.264648
	Iteration 11Q: 3 clusters Score -781003.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -781046.375000 Penalty: 4382.264648
	Iteration 12Q: 3 clusters Score -781046.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -781096.625000 Penalty: 4382.264648
	Iteration 13Q: 3 clusters Score -781096.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -781152.687500 Penalty: 4382.264648
	Iteration 14Q: 3 clusters Score -781152.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -781225.937500 Penalty: 4382.264648
	Iteration 15Q: 3 clusters Score -781225.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -781285.500000 Penalty: 4382.264648
	Iteration 16Q: 3 clusters Score -781285.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -781336.875000 Penalty: 4382.264648
	Iteration 17Q: 3 clusters Score -781336.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -781390.187500 Penalty: 4382.264648
	Iteration 18Q: 3 clusters Score -781390.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -781439.062500 Penalty: 4382.264648
	Iteration 19Q: 3 clusters Score -781439.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -781482.625000 Penalty: 4382.264648
	Iteration 20F: 3 clusters Score -781482.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -781533.062500 Penalty: 4382.264648
	Iteration 21Q: 3 clusters Score -781533.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -781569.562500 Penalty: 4382.264648
	Iteration 22Q: 3 clusters Score -781569.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -781605.125000 Penalty: 4382.264648
	Iteration 23Q: 3 clusters Score -781605.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -781635.687500 Penalty: 4382.264648
	Iteration 24Q: 3 clusters Score -781635.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -781657.187500 Penalty: 4382.264648
	Iteration 25Q: 3 clusters Score -781657.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -781682.187500 Penalty: 4382.264648
	Iteration 26Q: 3 clusters Score -781682.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -781702.250000 Penalty: 4382.264648
	Iteration 27Q: 3 clusters Score -781702.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -781725.687500 Penalty: 4382.264648
	Iteration 28Q: 3 clusters Score -781725.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -781742.250000 Penalty: 4382.264648
	Iteration 29Q: 3 clusters Score -781742.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -781760.437500 Penalty: 4382.264648
	Iteration 30Q: 3 clusters Score -781760.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -781776.250000 Penalty: 4382.264648
	Iteration 31Q: 3 clusters Score -781776.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -781793.250000 Penalty: 4382.264648
	Iteration 32Q: 3 clusters Score -781793.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -781812.000000 Penalty: 4382.264648
	Iteration 33Q: 3 clusters Score -781812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -781829.937500 Penalty: 4382.264648
	Iteration 34Q: 3 clusters Score -781829.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -781841.812500 Penalty: 4382.264648
	Iteration 35Q: 3 clusters Score -781841.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -781853.000000 Penalty: 4382.264648
	Iteration 36Q: 3 clusters Score -781853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -781860.687500 Penalty: 4382.264648
	Iteration 37Q: 3 clusters Score -781860.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -781871.000000 Penalty: 4382.264648
	Iteration 38Q: 3 clusters Score -781871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -781878.062500 Penalty: 4382.264648
	Iteration 39Q: 3 clusters Score -781878.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -781884.437500 Penalty: 4382.264648
	Iteration 40F: 3 clusters Score -781884.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -781887.625000 Penalty: 4382.264648
	Iteration 41Q: 3 clusters Score -781887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -781890.750000 Penalty: 4382.264648
	Iteration 42Q: 3 clusters Score -781890.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -781893.312500 Penalty: 4382.264648
	Iteration 43Q: 3 clusters Score -781893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -781893.125000 Penalty: 4382.264648
	Iteration 44Q: 3 clusters Score -781893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -781893.687500 Penalty: 4382.264648
	Iteration 45Q: 3 clusters Score -781893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -781896.812500 Penalty: 4382.264648
	Iteration 46Q: 3 clusters Score -781896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -781900.375000 Penalty: 4382.264648
	Iteration 47Q: 3 clusters Score -781900.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -781903.937500 Penalty: 4382.264648
	Iteration 48Q: 3 clusters Score -781903.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -781909.000000 Penalty: 4382.264648
	Iteration 49Q: 3 clusters Score -781909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -781914.312500 Penalty: 4382.264648
	Iteration 50Q: 3 clusters Score -781914.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -781921.375000 Penalty: 4382.264648
	Iteration 51Q: 3 clusters Score -781921.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -781932.437500 Penalty: 4382.264648
	Iteration 52Q: 3 clusters Score -781932.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -781942.812500 Penalty: 4382.264648
	Iteration 53Q: 3 clusters Score -781942.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -781954.187500 Penalty: 4382.264648
	Iteration 54Q: 3 clusters Score -781954.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -781968.875000 Penalty: 4382.264648
	Iteration 55Q: 3 clusters Score -781968.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -781984.312500 Penalty: 4382.264648
	Iteration 56Q: 3 clusters Score -781984.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -781997.000000 Penalty: 4382.264648
	Iteration 57Q: 3 clusters Score -781997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -782013.937500 Penalty: 4382.264648
	Iteration 58Q: 3 clusters Score -782013.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -782033.812500 Penalty: 4382.264648
	Iteration 59Q: 3 clusters Score -782033.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -782047.562500 Penalty: 4382.264648
	Iteration 60F: 3 clusters Score -782047.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -782062.687500 Penalty: 4382.264648
	Iteration 61Q: 3 clusters Score -782062.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -782078.750000 Penalty: 4382.264648
	Iteration 62Q: 3 clusters Score -782078.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -782092.625000 Penalty: 4382.264648
	Iteration 63Q: 3 clusters Score -782092.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -782102.625000 Penalty: 4382.264648
	Iteration 64Q: 3 clusters Score -782102.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -782109.312500 Penalty: 4382.264648
	Iteration 65Q: 3 clusters Score -782109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -782115.687500 Penalty: 4382.264648
	Iteration 66Q: 3 clusters Score -782115.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -782123.375000 Penalty: 4382.264648
	Iteration 67Q: 3 clusters Score -782123.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -782126.875000 Penalty: 4382.264648
	Iteration 68Q: 3 clusters Score -782126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -782131.937500 Penalty: 4382.264648
	Iteration 69Q: 3 clusters Score -782131.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -782135.937500 Penalty: 4382.264648
	Iteration 70Q: 3 clusters Score -782135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -782142.375000 Penalty: 4382.264648
	Iteration 71Q: 3 clusters Score -782142.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -782147.625000 Penalty: 4382.264648
	Iteration 72Q: 3 clusters Score -782147.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -782153.125000 Penalty: 4382.264648
	Iteration 73Q: 3 clusters Score -782153.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -782161.125000 Penalty: 4382.264648
	Iteration 74Q: 3 clusters Score -782161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -782162.312500 Penalty: 4382.264648
	Iteration 75Q: 3 clusters Score -782162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -782164.687500 Penalty: 4382.264648
	Iteration 76Q: 3 clusters Score -782164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -782165.062500 Penalty: 4382.264648
	Iteration 77Q: 3 clusters Score -782165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -782164.562500 Penalty: 4382.264648
	Iteration 78Q: 3 clusters Score -782164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -782166.750000 Penalty: 4382.264648
	Iteration 79Q: 3 clusters Score -782166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -782166.500000 Penalty: 4382.264648
	Iteration 80F: 3 clusters Score -782166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Entering Unmasked Estep 
Score: -452354.343750 Penalty: 2099.960449
	Iteration 0F: 2 clusters Score -452354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -447976.312500 Penalty: 4199.920898
	Iteration 0F: 3 clusters Score -447976.3 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -449141.906250 Penalty: 4199.920898
	Iteration 1F: 3 clusters Score -449141.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -449434.156250 Penalty: 4199.920898
	Iteration 2F: 3 clusters Score -449434.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -449724.218750 Penalty: 4199.920898
	Iteration 3F: 3 clusters Score -449724.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -450045.750000 Penalty: 4199.920898
	Iteration 4F: 3 clusters Score -450045.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -450310.593750 Penalty: 4199.920898
	Iteration 5F: 3 clusters Score -450310.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -450521.406250 Penalty: 4199.920898
	Iteration 6Q: 3 clusters Score -450521.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -450678.875000 Penalty: 4199.920898
	Iteration 7Q: 3 clusters Score -450678.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -450823.312500 Penalty: 4199.920898
	Iteration 8Q: 3 clusters Score -450823.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -450949.875000 Penalty: 4199.920898
	Iteration 9Q: 3 clusters Score -450949.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -451080.000000 Penalty: 4199.920898
	Iteration 10Q: 3 clusters Score -451080 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -451221.187500 Penalty: 4199.920898
	Iteration 11Q: 3 clusters Score -451221.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -451383.468750 Penalty: 4199.920898
	Iteration 12Q: 3 clusters Score -451383.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -451550.312500 Penalty: 4199.920898
	Iteration 13Q: 3 clusters Score -451550.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -451676.031250 Penalty: 4199.920898
	Iteration 14Q: 3 clusters Score -451676 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -451768.062500 Penalty: 4199.920898
	Iteration 15Q: 3 clusters Score -451768.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -451850.875000 Penalty: 4199.920898
	Iteration 16Q: 3 clusters Score -451850.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -451905.437500 Penalty: 4199.920898
	Iteration 17Q: 3 clusters Score -451905.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -451939.781250 Penalty: 4199.920898
	Iteration 18Q: 3 clusters Score -451939.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -451963.406250 Penalty: 4199.920898
	Iteration 19Q: 3 clusters Score -451963.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -451976.687500 Penalty: 4199.920898
	Iteration 20F: 3 clusters Score -451976.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -451987.031250 Penalty: 4199.920898
	Iteration 21Q: 3 clusters Score -451987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -452001.468750 Penalty: 4199.920898
	Iteration 22Q: 3 clusters Score -452001.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -452022.343750 Penalty: 4199.920898
	Iteration 23Q: 3 clusters Score -452022.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -452031.718750 Penalty: 4199.920898
	Iteration 24Q: 3 clusters Score -452031.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -452039.906250 Penalty: 4199.920898
	Iteration 25Q: 3 clusters Score -452039.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -452044.187500 Penalty: 4199.920898
	Iteration 26Q: 3 clusters Score -452044.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -452048.906250 Penalty: 4199.920898
	Iteration 27Q: 3 clusters Score -452048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -452050.781250 Penalty: 4199.920898
	Iteration 28Q: 3 clusters Score -452050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -452051.531250 Penalty: 4199.920898
	Iteration 29Q: 3 clusters Score -452051.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -452052.375000 Penalty: 4199.920898
	Iteration 30Q: 3 clusters Score -452052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -452053.437500 Penalty: 4199.920898
	Iteration 31Q: 3 clusters Score -452053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -452053.250000 Penalty: 4199.920898
	Iteration 32Q: 3 clusters Score -452053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -452053.250000 Penalty: 4199.920898
	Iteration 33F: 3 clusters Score -452053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (34038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Entering Unmasked Estep 
Score: -3601948.000000 Penalty: 2587.937744
	Iteration 0F: 2 clusters Score -3601948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3578750.250000 Penalty: 5175.875488
	Iteration 0F: 3 clusters Score -3578750 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3587407.250000 Penalty: 5175.875488
	Iteration 1F: 3 clusters Score -3587407 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3588285.500000 Penalty: 5175.875488
	Iteration 2F: 3 clusters Score -3588286 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3589214.000000 Penalty: 5175.875488
	Iteration 3F: 3 clusters Score -3589214 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3590171.000000 Penalty: 5175.875488
	Iteration 4F: 3 clusters Score -3590171 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3591221.250000 Penalty: 5175.875488
	Iteration 5F: 3 clusters Score -3591221 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3592353.000000 Penalty: 5175.875488
	Iteration 6F: 3 clusters Score -3592353 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -3593595.000000 Penalty: 5175.875488
	Iteration 7F: 3 clusters Score -3593595 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3594906.750000 Penalty: 5175.875488
	Iteration 8F: 3 clusters Score -3594907 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3596246.750000 Penalty: 5175.875488
	Iteration 9Q: 3 clusters Score -3596247 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3597470.750000 Penalty: 5175.875488
	Iteration 10Q: 3 clusters Score -3597471 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3598352.500000 Penalty: 5175.875488
	Iteration 11Q: 3 clusters Score -3598352 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3598855.750000 Penalty: 5175.875488
	Iteration 12Q: 3 clusters Score -3598856 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3599076.000000 Penalty: 5175.875488
	Iteration 13Q: 3 clusters Score -3599076 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3599201.000000 Penalty: 5175.875488
	Iteration 14Q: 3 clusters Score -3599201 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3599312.250000 Penalty: 5175.875488
	Iteration 15Q: 3 clusters Score -3599312 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3599372.500000 Penalty: 5175.875488
	Iteration 16Q: 3 clusters Score -3599372 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3599426.250000 Penalty: 5175.875488
	Iteration 17Q: 3 clusters Score -3599426 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3599480.750000 Penalty: 5175.875488
	Iteration 18Q: 3 clusters Score -3599481 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3599515.250000 Penalty: 5175.875488
	Iteration 19Q: 3 clusters Score -3599515 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3599570.500000 Penalty: 5175.875488
	Iteration 20F: 3 clusters Score -3599570 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3599604.500000 Penalty: 5175.875488
	Iteration 21Q: 3 clusters Score -3599604 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3599633.000000 Penalty: 5175.875488
	Iteration 22Q: 3 clusters Score -3599633 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3599671.750000 Penalty: 5175.875488
	Iteration 23Q: 3 clusters Score -3599672 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3599688.250000 Penalty: 5175.875488
	Iteration 24Q: 3 clusters Score -3599688 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3599715.000000 Penalty: 5175.875488
	Iteration 25Q: 3 clusters Score -3599715 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3599749.250000 Penalty: 5175.875488
	Iteration 26Q: 3 clusters Score -3599749 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3599770.500000 Penalty: 5175.875488
	Iteration 27Q: 3 clusters Score -3599770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3599799.500000 Penalty: 5175.875488
	Iteration 28Q: 3 clusters Score -3599800 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3599833.750000 Penalty: 5175.875488
	Iteration 29Q: 3 clusters Score -3599834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3599856.500000 Penalty: 5175.875488
	Iteration 30Q: 3 clusters Score -3599856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3599880.250000 Penalty: 5175.875488
	Iteration 31Q: 3 clusters Score -3599880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3599896.250000 Penalty: 5175.875488
	Iteration 32Q: 3 clusters Score -3599896 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3599914.750000 Penalty: 5175.875488
	Iteration 33Q: 3 clusters Score -3599915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3599927.750000 Penalty: 5175.875488
	Iteration 34Q: 3 clusters Score -3599928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3599952.500000 Penalty: 5175.875488
	Iteration 35Q: 3 clusters Score -3599952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3599948.500000 Penalty: 5175.875488
	Iteration 36Q: 3 clusters Score -3599948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3599965.250000 Penalty: 5175.875488
	Iteration 37Q: 3 clusters Score -3599965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3599979.500000 Penalty: 5175.875488
	Iteration 38Q: 3 clusters Score -3599980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3599996.500000 Penalty: 5175.875488
	Iteration 39Q: 3 clusters Score -3599996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3600001.500000 Penalty: 5175.875488
	Iteration 40F: 3 clusters Score -3600002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3600005.750000 Penalty: 5175.875488
	Iteration 41Q: 3 clusters Score -3600006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3600003.500000 Penalty: 5175.875488
	Iteration 42Q: 3 clusters Score -3600004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3600020.750000 Penalty: 5175.875488
	Iteration 43Q: 3 clusters Score -3600021 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -3600014.750000 Penalty: 5175.875488
	Iteration 44Q: 3 clusters Score -3600015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3600022.750000 Penalty: 5175.875488
	Iteration 45Q: 3 clusters Score -3600023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3600031.750000 Penalty: 5175.875488
	Iteration 46Q: 3 clusters Score -3600032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3600028.500000 Penalty: 5175.875488
	Iteration 47Q: 3 clusters Score -3600028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3600046.500000 Penalty: 5175.875488
	Iteration 48Q: 3 clusters Score -3600046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3600063.750000 Penalty: 5175.875488
	Iteration 49Q: 3 clusters Score -3600064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3600080.500000 Penalty: 5175.875488
	Iteration 50Q: 3 clusters Score -3600080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3600085.000000 Penalty: 5175.875488
	Iteration 51Q: 3 clusters Score -3600085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3600104.000000 Penalty: 5175.875488
	Iteration 52Q: 3 clusters Score -3600104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3600119.000000 Penalty: 5175.875488
	Iteration 53Q: 3 clusters Score -3600119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3600134.500000 Penalty: 5175.875488
	Iteration 54Q: 3 clusters Score -3600134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3600157.750000 Penalty: 5175.875488
	Iteration 55Q: 3 clusters Score -3600158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3600174.500000 Penalty: 5175.875488
	Iteration 56Q: 3 clusters Score -3600174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3600180.500000 Penalty: 5175.875488
	Iteration 57Q: 3 clusters Score -3600180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3600196.000000 Penalty: 5175.875488
	Iteration 58Q: 3 clusters Score -3600196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3600191.750000 Penalty: 5175.875488
	Iteration 59Q: 3 clusters Score -3600192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3600208.000000 Penalty: 5175.875488
	Iteration 60F: 3 clusters Score -3600208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3600203.750000 Penalty: 5175.875488
	Iteration 61Q: 3 clusters Score -3600204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3600218.000000 Penalty: 5175.875488
	Iteration 62Q: 3 clusters Score -3600218 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3600224 nChanged 39
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Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3600225 nChanged 30
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Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3600242 nChanged 33
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Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3600244 nChanged 49
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Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3600260 nChanged 51
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Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3600277 nChanged 65
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Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3600293 nChanged 62
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Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3600314 nChanged 53
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Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3600332 nChanged 45
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Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3600334 nChanged 45
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Mstep: Class 1 contains 3551 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3600352 nChanged 50
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Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3600354 nChanged 41
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Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3600365 nChanged 50
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Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3600375 nChanged 42
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Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3600383 nChanged 42
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Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3600396 nChanged 45
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3600406 nChanged 38
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Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3600412 nChanged 38
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Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3600426 nChanged 34
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Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3600442 nChanged 30
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Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3600445 nChanged 34
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Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3600450 nChanged 44
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Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3600468 nChanged 50
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Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3600481 nChanged 42
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Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3600495 nChanged 50
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Mstep: Class 1 contains 3021 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3600510 nChanged 48
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Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3600524 nChanged 50
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Mstep: Class 1 contains 2937 members 
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	Iteration 90Q: 3 clusters Score -3600533 nChanged 44
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Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3600552 nChanged 35
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Mstep: Class 1 contains 2874 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3600552 nChanged 25
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Mstep: Class 1 contains 2851 members 
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	Iteration 93Q: 3 clusters Score -3600562 nChanged 26
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Mstep: Class 1 contains 2839 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3600567 nChanged 29
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3600576 nChanged 28
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Mstep: Class 1 contains 2804 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3600583 nChanged 18
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Mstep: Class 1 contains 2792 members 
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	Iteration 97Q: 3 clusters Score -3600587 nChanged 10
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Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3600584 nChanged 10
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Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3600588 nChanged 12
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Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3600588 nChanged 13
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Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3600585 nChanged 13
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Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3600589 nChanged 15
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Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3600588 nChanged 9
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Mstep: Class 1 contains 2736 members 
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	Iteration 104Q: 3 clusters Score -3600594 nChanged 7
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Mstep: Class 1 contains 2733 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3600594 nChanged 4
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Mstep: Class 1 contains 2729 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3600590 nChanged 8
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Mstep: Class 1 contains 2723 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3600593 nChanged 10
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Mstep: Class 1 contains 2715 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3600596 nChanged 7
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Mstep: Class 1 contains 2712 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3600600 nChanged 7
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Mstep: Class 1 contains 2709 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3600604 nChanged 4
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Mstep: Class 1 contains 2707 members 
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	Iteration 111Q: 3 clusters Score -3600600 nChanged 7
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Mstep: Class 1 contains 2704 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3600602 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 31339 members 
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	Iteration 113Q: 3 clusters Score -3600603 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3600608 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2691 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3600616 nChanged 5
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Mstep: Class 1 contains 2686 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3600613 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2684 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3600612 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2680 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3600618 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2674 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3600616 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
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Entering Unmasked Estep 
Score: -3600620.500000 Penalty: 5175.875488
	Iteration 120F: 3 clusters Score -3600620 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3600624 nChanged 8
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Mstep: Class 1 contains 2651 members 
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	Iteration 122Q: 3 clusters Score -3600618 nChanged 11
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Mstep: Class 1 contains 2642 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3600620 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3600617 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3600620 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3600638 nChanged 51
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Mstep: Class 1 contains 2551 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3600651 nChanged 48
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Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3600659 nChanged 49
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Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3600669 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3600690 nChanged 49
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Mstep: Class 1 contains 2459 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3600717 nChanged 49
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Mstep: Class 1 contains 2438 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3600734 nChanged 41
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	Iteration 133Q: 3 clusters Score -3600750 nChanged 42
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	Iteration 134Q: 3 clusters Score -3600758 nChanged 35
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3600777 nChanged 36
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	Iteration 136Q: 3 clusters Score -3600787 nChanged 28
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	Iteration 137Q: 3 clusters Score -3600788 nChanged 26
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	Iteration 138Q: 3 clusters Score -3600798 nChanged 23
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	Iteration 139Q: 3 clusters Score -3600808 nChanged 34
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	Iteration 140F: 3 clusters Score -3600804 nChanged 27
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	Iteration 141Q: 3 clusters Score -3600810 nChanged 19
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	Iteration 142Q: 3 clusters Score -3600819 nChanged 11
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Mstep: Class 1 contains 2346 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3600812 nChanged 4
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Mstep: Class 1 contains 2342 members 
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	Iteration 144Q: 3 clusters Score -3600815 nChanged 12
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3600814 nChanged 12
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	Iteration 146Q: 3 clusters Score -3600817 nChanged 11
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	Iteration 147Q: 3 clusters Score -3600820 nChanged 5
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Mstep: Class 1 contains 2314 members 
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Entering Unmasked Estep 
Score: -3600816.000000 Penalty: 5175.875488
	Iteration 148Q: 3 clusters Score -3600816 nChanged 7
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Mstep: Class 1 contains 2307 members 
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	Iteration 149Q: 3 clusters Score -3600817 nChanged 10
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Mstep: Class 1 contains 2299 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3600827 nChanged 4
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Mstep: Class 1 contains 2297 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3600831 nChanged 3
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3600826 nChanged 2
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Mstep: Class 1 contains 2292 members 
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	Iteration 153Q: 3 clusters Score -3600826 nChanged 1
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Score: -3600825.250000 Penalty: 5175.875488
	Iteration 154Q: 3 clusters Score -3600825 nChanged 1
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Entering Unmasked Estep 
Score: -3600827.750000 Penalty: 5175.875488
	Iteration 155Q: 3 clusters Score -3600828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3600824.000000 Penalty: 5175.875488
	Iteration 156Q: 3 clusters Score -3600824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -3600824.500000 Penalty: 5175.875488
	Iteration 157Q: 3 clusters Score -3600824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3600823.250000 Penalty: 5175.875488
	Iteration 158Q: 3 clusters Score -3600823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -3600824.750000 Penalty: 5175.875488
	Iteration 159Q: 3 clusters Score -3600825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3600825.000000 Penalty: 5175.875488
	Iteration 160F: 3 clusters Score -3600825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3600824.750000 Penalty: 5175.875488
	Iteration 161Q: 3 clusters Score -3600825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -3600823.000000 Penalty: 5175.875488
	Iteration 162Q: 3 clusters Score -3600823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3600823.500000 Penalty: 5175.875488
	Iteration 163Q: 3 clusters Score -3600824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -3600825.250000 Penalty: 5175.875488
	Iteration 164Q: 3 clusters Score -3600825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3600824.750000 Penalty: 5175.875488
	Iteration 165Q: 3 clusters Score -3600825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -3600826.250000 Penalty: 5175.875488
	Iteration 166Q: 3 clusters Score -3600826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -3600826.250000 Penalty: 5175.875488
	Iteration 167F: 3 clusters Score -3600826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (27766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Entering Unmasked Estep 
Score: -3178633.500000 Penalty: 2537.428711
	Iteration 0F: 2 clusters Score -3178634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3159401.250000 Penalty: 5074.857422
	Iteration 0F: 3 clusters Score -3159401 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3166188.000000 Penalty: 5074.857422
	Iteration 1F: 3 clusters Score -3166188 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3166578.750000 Penalty: 5074.857422
	Iteration 2Q: 3 clusters Score -3166579 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3166873.750000 Penalty: 5074.857422
	Iteration 3Q: 3 clusters Score -3166874 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3167176.500000 Penalty: 5074.857422
	Iteration 4Q: 3 clusters Score -3167176 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3167493.000000 Penalty: 5074.857422
	Iteration 5Q: 3 clusters Score -3167493 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3167838.750000 Penalty: 5074.857422
	Iteration 6Q: 3 clusters Score -3167839 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3168352.750000 Penalty: 5074.857422
	Iteration 7Q: 3 clusters Score -3168353 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3169064.250000 Penalty: 5074.857422
	Iteration 8Q: 3 clusters Score -3169064 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3170163.750000 Penalty: 5074.857422
	Iteration 9F: 3 clusters Score -3170164 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3171759.750000 Penalty: 5074.857422
	Iteration 10F: 3 clusters Score -3171760 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3173485.750000 Penalty: 5074.857422
	Iteration 11F: 3 clusters Score -3173486 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3174893.250000 Penalty: 5074.857422
	Iteration 12F: 3 clusters Score -3174893 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3175735.250000 Penalty: 5074.857422
	Iteration 13Q: 3 clusters Score -3175735 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3176106.000000 Penalty: 5074.857422
	Iteration 14Q: 3 clusters Score -3176106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3176280.000000 Penalty: 5074.857422
	Iteration 15Q: 3 clusters Score -3176280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3176352.750000 Penalty: 5074.857422
	Iteration 16Q: 3 clusters Score -3176353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3176397.250000 Penalty: 5074.857422
	Iteration 17Q: 3 clusters Score -3176397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3176431.000000 Penalty: 5074.857422
	Iteration 18Q: 3 clusters Score -3176431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3176441.750000 Penalty: 5074.857422
	Iteration 19Q: 3 clusters Score -3176442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3176451.500000 Penalty: 5074.857422
	Iteration 20F: 3 clusters Score -3176452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3176454.000000 Penalty: 5074.857422
	Iteration 21Q: 3 clusters Score -3176454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3176451.500000 Penalty: 5074.857422
	Iteration 22Q: 3 clusters Score -3176452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3176459.500000 Penalty: 5074.857422
	Iteration 23Q: 3 clusters Score -3176460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3176455.750000 Penalty: 5074.857422
	Iteration 24Q: 3 clusters Score -3176456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3176455.250000 Penalty: 5074.857422
	Iteration 25Q: 3 clusters Score -3176455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3176457.750000 Penalty: 5074.857422
	Iteration 26Q: 3 clusters Score -3176458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3176460.750000 Penalty: 5074.857422
	Iteration 27Q: 3 clusters Score -3176461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3176459.750000 Penalty: 5074.857422
	Iteration 28Q: 3 clusters Score -3176460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3176460.750000 Penalty: 5074.857422
	Iteration 29Q: 3 clusters Score -3176461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3176460.750000 Penalty: 5074.857422
	Iteration 30F: 3 clusters Score -3176461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Entering Unmasked Estep 
Score: -447438.312500 Penalty: 2094.319824
	Iteration 0F: 2 clusters Score -447438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -443124.906250 Penalty: 4188.639648
	Iteration 0F: 3 clusters Score -443124.9 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -444147.312500 Penalty: 4188.639648
	Iteration 1F: 3 clusters Score -444147.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -444411.250000 Penalty: 4188.639648
	Iteration 2F: 3 clusters Score -444411.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -444599.937500 Penalty: 4188.639648
	Iteration 3F: 3 clusters Score -444599.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -444789.218750 Penalty: 4188.639648
	Iteration 4F: 3 clusters Score -444789.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -444979.562500 Penalty: 4188.639648
	Iteration 5F: 3 clusters Score -444979.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -445173.312500 Penalty: 4188.639648
	Iteration 6Q: 3 clusters Score -445173.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -445353.062500 Penalty: 4188.639648
	Iteration 7Q: 3 clusters Score -445353.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -445507.125000 Penalty: 4188.639648
	Iteration 8Q: 3 clusters Score -445507.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -445658.781250 Penalty: 4188.639648
	Iteration 9Q: 3 clusters Score -445658.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -445765.656250 Penalty: 4188.639648
	Iteration 10Q: 3 clusters Score -445765.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -445852.375000 Penalty: 4188.639648
	Iteration 11Q: 3 clusters Score -445852.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -445911.468750 Penalty: 4188.639648
	Iteration 12Q: 3 clusters Score -445911.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -445975.343750 Penalty: 4188.639648
	Iteration 13Q: 3 clusters Score -445975.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -446019.250000 Penalty: 4188.639648
	Iteration 14Q: 3 clusters Score -446019.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -446055.187500 Penalty: 4188.639648
	Iteration 15Q: 3 clusters Score -446055.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -446098.031250 Penalty: 4188.639648
	Iteration 16Q: 3 clusters Score -446098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -446126.937500 Penalty: 4188.639648
	Iteration 17Q: 3 clusters Score -446126.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -446149.968750 Penalty: 4188.639648
	Iteration 18Q: 3 clusters Score -446150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -446166.656250 Penalty: 4188.639648
	Iteration 19Q: 3 clusters Score -446166.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -446185.093750 Penalty: 4188.639648
	Iteration 20F: 3 clusters Score -446185.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -446204.156250 Penalty: 4188.639648
	Iteration 21Q: 3 clusters Score -446204.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -446222.968750 Penalty: 4188.639648
	Iteration 22Q: 3 clusters Score -446223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -446236.187500 Penalty: 4188.639648
	Iteration 23Q: 3 clusters Score -446236.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -446253.687500 Penalty: 4188.639648
	Iteration 24Q: 3 clusters Score -446253.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -446266.625000 Penalty: 4188.639648
	Iteration 25Q: 3 clusters Score -446266.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -446277.593750 Penalty: 4188.639648
	Iteration 26Q: 3 clusters Score -446277.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -446287.343750 Penalty: 4188.639648
	Iteration 27Q: 3 clusters Score -446287.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -446296.812500 Penalty: 4188.639648
	Iteration 28Q: 3 clusters Score -446296.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -446309.593750 Penalty: 4188.639648
	Iteration 29Q: 3 clusters Score -446309.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -446320.093750 Penalty: 4188.639648
	Iteration 30Q: 3 clusters Score -446320.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -446333.750000 Penalty: 4188.639648
	Iteration 31Q: 3 clusters Score -446333.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -446352.343750 Penalty: 4188.639648
	Iteration 32Q: 3 clusters Score -446352.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -446366.437500 Penalty: 4188.639648
	Iteration 33Q: 3 clusters Score -446366.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -446380.093750 Penalty: 4188.639648
	Iteration 34Q: 3 clusters Score -446380.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -446393.406250 Penalty: 4188.639648
	Iteration 35Q: 3 clusters Score -446393.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -446406.906250 Penalty: 4188.639648
	Iteration 36Q: 3 clusters Score -446406.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -446420.656250 Penalty: 4188.639648
	Iteration 37Q: 3 clusters Score -446420.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -446436.593750 Penalty: 4188.639648
	Iteration 38Q: 3 clusters Score -446436.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -446453.062500 Penalty: 4188.639648
	Iteration 39Q: 3 clusters Score -446453.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -446464.250000 Penalty: 4188.639648
	Iteration 40F: 3 clusters Score -446464.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -446472.281250 Penalty: 4188.639648
	Iteration 41Q: 3 clusters Score -446472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -446479.000000 Penalty: 4188.639648
	Iteration 42Q: 3 clusters Score -446479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -446482.625000 Penalty: 4188.639648
	Iteration 43Q: 3 clusters Score -446482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -446483.000000 Penalty: 4188.639648
	Iteration 44Q: 3 clusters Score -446483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -446486.093750 Penalty: 4188.639648
	Iteration 45Q: 3 clusters Score -446486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -446488.031250 Penalty: 4188.639648
	Iteration 46Q: 3 clusters Score -446488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -446488.812500 Penalty: 4188.639648
	Iteration 47Q: 3 clusters Score -446488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -446489.468750 Penalty: 4188.639648
	Iteration 48Q: 3 clusters Score -446489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -446488.625000 Penalty: 4188.639648
	Iteration 49Q: 3 clusters Score -446488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -446489.906250 Penalty: 4188.639648
	Iteration 50Q: 3 clusters Score -446489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -446491.843750 Penalty: 4188.639648
	Iteration 51Q: 3 clusters Score -446491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -446492.062500 Penalty: 4188.639648
	Iteration 52Q: 3 clusters Score -446492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -446493.593750 Penalty: 4188.639648
	Iteration 53Q: 3 clusters Score -446493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -446494.125000 Penalty: 4188.639648
	Iteration 54Q: 3 clusters Score -446494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -446494.125000 Penalty: 4188.639648
	Iteration 55F: 3 clusters Score -446494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -526111.062500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -526111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -521636.843750 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -521636.8 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -522642.500000 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -522642.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -522872.312500 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -522872.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -523013.218750 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -523013.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -523103.281250 Penalty: 4217.232910
	Iteration 4Q: 3 clusters Score -523103.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -523159.750000 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -523159.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -523201.968750 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -523202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -523237.093750 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -523237.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -523276.250000 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -523276.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -523318.125000 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -523318.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -523354.406250 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -523354.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -523389.937500 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -523389.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -523417.500000 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -523417.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -523444.812500 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -523444.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -523472.937500 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -523472.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -523506.031250 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -523506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -523543.781250 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -523543.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -523583.593750 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -523583.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -523631.281250 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -523631.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -523692.750000 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -523692.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -523759.468750 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -523759.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -523827.937500 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -523827.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -523891.187500 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -523891.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -523947.906250 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -523947.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -524010.656250 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -524010.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -524073.718750 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -524073.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -524120.031250 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -524120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -524148.218750 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -524148.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -524172.218750 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -524172.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -524191.843750 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -524191.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -524211.062500 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -524211.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -524236.375000 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -524236.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -524271.625000 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -524271.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -524303.437500 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -524303.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -524330.125000 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -524330.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -524349.312500 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -524349.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -524363.250000 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -524363.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -524376.250000 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -524376.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -524386.687500 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -524386.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -524399.562500 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -524399.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -524410.875000 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -524410.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -524420.625000 Penalty: 4217.232910
	Iteration 41Q: 3 clusters Score -524420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -524425.250000 Penalty: 4217.232910
	Iteration 42Q: 3 clusters Score -524425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -524429.875000 Penalty: 4217.232910
	Iteration 43Q: 3 clusters Score -524429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -524433.500000 Penalty: 4217.232910
	Iteration 44Q: 3 clusters Score -524433.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -524435.937500 Penalty: 4217.232910
	Iteration 45Q: 3 clusters Score -524435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -524437.937500 Penalty: 4217.232910
	Iteration 46Q: 3 clusters Score -524437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -524439.250000 Penalty: 4217.232910
	Iteration 47Q: 3 clusters Score -524439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -524440.250000 Penalty: 4217.232910
	Iteration 48Q: 3 clusters Score -524440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -524440.312500 Penalty: 4217.232910
	Iteration 49Q: 3 clusters Score -524440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -524442.250000 Penalty: 4217.232910
	Iteration 50Q: 3 clusters Score -524442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -524442.375000 Penalty: 4217.232910
	Iteration 51Q: 3 clusters Score -524442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -524443.375000 Penalty: 4217.232910
	Iteration 52Q: 3 clusters Score -524443.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -524444.750000 Penalty: 4217.232910
	Iteration 53Q: 3 clusters Score -524444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -524444.750000 Penalty: 4217.232910
	Iteration 54F: 3 clusters Score -524444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -23188.998047 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23189 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 108 members 
Entering Unmasked Estep 
Score: -22021.160156 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22021.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22111.205078 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22111.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22116.931641 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22116.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22124.652344 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -22124.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22124.652344 Penalty: 2692.955322
	Iteration 4F: 3 clusters Score -22124.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -19223.605469 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -19223.61 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 124 members 
Entering Unmasked Estep 
Score: -18132.300781 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -18132.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18316.439453 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -18316.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18376.968750 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -18376.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18392.642578 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -18392.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18397.630859 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -18397.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18403.341797 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -18403.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18440.197266 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -18440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18455.453125 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -18455.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18462.021484 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -18462.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18465.404297 Penalty: 2754.267822
	Iteration 9Q: 3 clusters Score -18465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18475.613281 Penalty: 2754.267822
	Iteration 10Q: 3 clusters Score -18475.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18475.613281 Penalty: 2754.267822
	Iteration 11F: 3 clusters Score -18475.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -350238.656250 Penalty: 2001.894409
	Iteration 0F: 2 clusters Score -350238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -346819.750000 Penalty: 4003.788818
	Iteration 0F: 3 clusters Score -346819.8 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -347573.468750 Penalty: 4003.788818
	Iteration 1F: 3 clusters Score -347573.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -347788.468750 Penalty: 4003.788818
	Iteration 2F: 3 clusters Score -347788.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -347918.250000 Penalty: 4003.788818
	Iteration 3F: 3 clusters Score -347918.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -348008.968750 Penalty: 4003.788818
	Iteration 4Q: 3 clusters Score -348009 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -348103.843750 Penalty: 4003.788818
	Iteration 5Q: 3 clusters Score -348103.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -348207.562500 Penalty: 4003.788818
	Iteration 6Q: 3 clusters Score -348207.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -348337.562500 Penalty: 4003.788818
	Iteration 7Q: 3 clusters Score -348337.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -348454.562500 Penalty: 4003.788818
	Iteration 8Q: 3 clusters Score -348454.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -348580.000000 Penalty: 4003.788818
	Iteration 9Q: 3 clusters Score -348580 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -348717.468750 Penalty: 4003.788818
	Iteration 10Q: 3 clusters Score -348717.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -348839.468750 Penalty: 4003.788818
	Iteration 11Q: 3 clusters Score -348839.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -348930.250000 Penalty: 4003.788818
	Iteration 12Q: 3 clusters Score -348930.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -348983.000000 Penalty: 4003.788818
	Iteration 13Q: 3 clusters Score -348983 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -349028.687500 Penalty: 4003.788818
	Iteration 14Q: 3 clusters Score -349028.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -349048.031250 Penalty: 4003.788818
	Iteration 15Q: 3 clusters Score -349048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -349060.937500 Penalty: 4003.788818
	Iteration 16Q: 3 clusters Score -349060.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -349069.343750 Penalty: 4003.788818
	Iteration 17Q: 3 clusters Score -349069.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -349073.500000 Penalty: 4003.788818
	Iteration 18Q: 3 clusters Score -349073.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -349080.250000 Penalty: 4003.788818
	Iteration 19Q: 3 clusters Score -349080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -349084.656250 Penalty: 4003.788818
	Iteration 20F: 3 clusters Score -349084.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -349087.031250 Penalty: 4003.788818
	Iteration 21Q: 3 clusters Score -349087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -349089.593750 Penalty: 4003.788818
	Iteration 22Q: 3 clusters Score -349089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -349091.812500 Penalty: 4003.788818
	Iteration 23Q: 3 clusters Score -349091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -349093.406250 Penalty: 4003.788818
	Iteration 24Q: 3 clusters Score -349093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -349094.156250 Penalty: 4003.788818
	Iteration 25Q: 3 clusters Score -349094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -349094.781250 Penalty: 4003.788818
	Iteration 26Q: 3 clusters Score -349094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -349095.375000 Penalty: 4003.788818
	Iteration 27Q: 3 clusters Score -349095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -349095.750000 Penalty: 4003.788818
	Iteration 28Q: 3 clusters Score -349095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -349095.750000 Penalty: 4003.788818
	Iteration 29F: 3 clusters Score -349095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Entering Unmasked Estep 
Score: -884481.812500 Penalty: 2228.079590
	Iteration 0F: 2 clusters Score -884481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -878091.937500 Penalty: 4456.159180
	Iteration 0F: 3 clusters Score -878091.9 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -879857.750000 Penalty: 4456.159180
	Iteration 1F: 3 clusters Score -879857.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -880250.437500 Penalty: 4456.159180
	Iteration 2F: 3 clusters Score -880250.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -880571.562500 Penalty: 4456.159180
	Iteration 3F: 3 clusters Score -880571.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -880892.750000 Penalty: 4456.159180
	Iteration 4F: 3 clusters Score -880892.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -881194.437500 Penalty: 4456.159180
	Iteration 5F: 3 clusters Score -881194.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -881433.937500 Penalty: 4456.159180
	Iteration 6Q: 3 clusters Score -881433.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -881651.062500 Penalty: 4456.159180
	Iteration 7Q: 3 clusters Score -881651.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -881831.750000 Penalty: 4456.159180
	Iteration 8Q: 3 clusters Score -881831.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -881995.500000 Penalty: 4456.159180
	Iteration 9Q: 3 clusters Score -881995.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -882153.375000 Penalty: 4456.159180
	Iteration 10Q: 3 clusters Score -882153.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -882278.312500 Penalty: 4456.159180
	Iteration 11Q: 3 clusters Score -882278.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -882417.687500 Penalty: 4456.159180
	Iteration 12Q: 3 clusters Score -882417.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -882535.812500 Penalty: 4456.159180
	Iteration 13Q: 3 clusters Score -882535.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -882640.125000 Penalty: 4456.159180
	Iteration 14Q: 3 clusters Score -882640.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -882730.312500 Penalty: 4456.159180
	Iteration 15Q: 3 clusters Score -882730.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -882799.562500 Penalty: 4456.159180
	Iteration 16Q: 3 clusters Score -882799.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -882845.625000 Penalty: 4456.159180
	Iteration 17Q: 3 clusters Score -882845.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -882884.812500 Penalty: 4456.159180
	Iteration 18Q: 3 clusters Score -882884.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -882916.937500 Penalty: 4456.159180
	Iteration 19Q: 3 clusters Score -882916.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -882937.875000 Penalty: 4456.159180
	Iteration 20F: 3 clusters Score -882937.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -882961.875000 Penalty: 4456.159180
	Iteration 21Q: 3 clusters Score -882961.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -882982.937500 Penalty: 4456.159180
	Iteration 22Q: 3 clusters Score -882982.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -883006.250000 Penalty: 4456.159180
	Iteration 23Q: 3 clusters Score -883006.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -883028.562500 Penalty: 4456.159180
	Iteration 24Q: 3 clusters Score -883028.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -883061.937500 Penalty: 4456.159180
	Iteration 25Q: 3 clusters Score -883061.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -883085.625000 Penalty: 4456.159180
	Iteration 26Q: 3 clusters Score -883085.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -883110.687500 Penalty: 4456.159180
	Iteration 27Q: 3 clusters Score -883110.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -883141.250000 Penalty: 4456.159180
	Iteration 28Q: 3 clusters Score -883141.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -883176.062500 Penalty: 4456.159180
	Iteration 29Q: 3 clusters Score -883176.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -883214.437500 Penalty: 4456.159180
	Iteration 30Q: 3 clusters Score -883214.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -883242.375000 Penalty: 4456.159180
	Iteration 31Q: 3 clusters Score -883242.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -883276.312500 Penalty: 4456.159180
	Iteration 32Q: 3 clusters Score -883276.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -883309.187500 Penalty: 4456.159180
	Iteration 33Q: 3 clusters Score -883309.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -883348.562500 Penalty: 4456.159180
	Iteration 34Q: 3 clusters Score -883348.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -883382.437500 Penalty: 4456.159180
	Iteration 35Q: 3 clusters Score -883382.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -883412.375000 Penalty: 4456.159180
	Iteration 36Q: 3 clusters Score -883412.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -883438.250000 Penalty: 4456.159180
	Iteration 37Q: 3 clusters Score -883438.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -883455.687500 Penalty: 4456.159180
	Iteration 38Q: 3 clusters Score -883455.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -883471.000000 Penalty: 4456.159180
	Iteration 39Q: 3 clusters Score -883471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -883493.500000 Penalty: 4456.159180
	Iteration 40F: 3 clusters Score -883493.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -883512.937500 Penalty: 4456.159180
	Iteration 41Q: 3 clusters Score -883512.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -883541.250000 Penalty: 4456.159180
	Iteration 42Q: 3 clusters Score -883541.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -883558.687500 Penalty: 4456.159180
	Iteration 43Q: 3 clusters Score -883558.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -883571.875000 Penalty: 4456.159180
	Iteration 44Q: 3 clusters Score -883571.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -883587.562500 Penalty: 4456.159180
	Iteration 45Q: 3 clusters Score -883587.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -883608.375000 Penalty: 4456.159180
	Iteration 46Q: 3 clusters Score -883608.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -883631.250000 Penalty: 4456.159180
	Iteration 47Q: 3 clusters Score -883631.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -883661.312500 Penalty: 4456.159180
	Iteration 48Q: 3 clusters Score -883661.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -883689.750000 Penalty: 4456.159180
	Iteration 49Q: 3 clusters Score -883689.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -883706.000000 Penalty: 4456.159180
	Iteration 50Q: 3 clusters Score -883706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -883719.937500 Penalty: 4456.159180
	Iteration 51Q: 3 clusters Score -883719.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -883735.625000 Penalty: 4456.159180
	Iteration 52Q: 3 clusters Score -883735.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -883751.687500 Penalty: 4456.159180
	Iteration 53Q: 3 clusters Score -883751.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -883762.187500 Penalty: 4456.159180
	Iteration 54Q: 3 clusters Score -883762.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -883776.187500 Penalty: 4456.159180
	Iteration 55Q: 3 clusters Score -883776.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -883787.187500 Penalty: 4456.159180
	Iteration 56Q: 3 clusters Score -883787.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -883797.937500 Penalty: 4456.159180
	Iteration 57Q: 3 clusters Score -883797.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -883807.250000 Penalty: 4456.159180
	Iteration 58Q: 3 clusters Score -883807.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -883810.437500 Penalty: 4456.159180
	Iteration 59Q: 3 clusters Score -883810.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -883817.000000 Penalty: 4456.159180
	Iteration 60F: 3 clusters Score -883817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -883822.500000 Penalty: 4456.159180
	Iteration 61Q: 3 clusters Score -883822.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -883825.562500 Penalty: 4456.159180
	Iteration 62Q: 3 clusters Score -883825.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -883827.875000 Penalty: 4456.159180
	Iteration 63Q: 3 clusters Score -883827.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -883835.562500 Penalty: 4456.159180
	Iteration 64Q: 3 clusters Score -883835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -883837.375000 Penalty: 4456.159180
	Iteration 65Q: 3 clusters Score -883837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -883839.687500 Penalty: 4456.159180
	Iteration 66Q: 3 clusters Score -883839.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -883841.750000 Penalty: 4456.159180
	Iteration 67Q: 3 clusters Score -883841.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -883843.000000 Penalty: 4456.159180
	Iteration 68Q: 3 clusters Score -883843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -883844.375000 Penalty: 4456.159180
	Iteration 69Q: 3 clusters Score -883844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -883843.375000 Penalty: 4456.159180
	Iteration 70Q: 3 clusters Score -883843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -883842.750000 Penalty: 4456.159180
	Iteration 71Q: 3 clusters Score -883842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -883846.000000 Penalty: 4456.159180
	Iteration 72Q: 3 clusters Score -883846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -883846.625000 Penalty: 4456.159180
	Iteration 73Q: 3 clusters Score -883846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -883850.312500 Penalty: 4456.159180
	Iteration 74Q: 3 clusters Score -883850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -883849.937500 Penalty: 4456.159180
	Iteration 75Q: 3 clusters Score -883849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -883849.625000 Penalty: 4456.159180
	Iteration 76Q: 3 clusters Score -883849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -883850.375000 Penalty: 4456.159180
	Iteration 77Q: 3 clusters Score -883850.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -883851.625000 Penalty: 4456.159180
	Iteration 78Q: 3 clusters Score -883851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -883851.625000 Penalty: 4456.159180
	Iteration 79Q: 3 clusters Score -883851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -883854.875000 Penalty: 4456.159180
	Iteration 80F: 3 clusters Score -883854.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -883854.000000 Penalty: 4456.159180
	Iteration 81Q: 3 clusters Score -883854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -883858.687500 Penalty: 4456.159180
	Iteration 82Q: 3 clusters Score -883858.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -883862.937500 Penalty: 4456.159180
	Iteration 83Q: 3 clusters Score -883862.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -883865.437500 Penalty: 4456.159180
	Iteration 84Q: 3 clusters Score -883865.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -883868.312500 Penalty: 4456.159180
	Iteration 85Q: 3 clusters Score -883868.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -883870.062500 Penalty: 4456.159180
	Iteration 86Q: 3 clusters Score -883870.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -883871.125000 Penalty: 4456.159180
	Iteration 87Q: 3 clusters Score -883871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -883872.000000 Penalty: 4456.159180
	Iteration 88Q: 3 clusters Score -883872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -883873.375000 Penalty: 4456.159180
	Iteration 89Q: 3 clusters Score -883873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -883876.562500 Penalty: 4456.159180
	Iteration 90Q: 3 clusters Score -883876.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -883877.187500 Penalty: 4456.159180
	Iteration 91Q: 3 clusters Score -883877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -883878.750000 Penalty: 4456.159180
	Iteration 92Q: 3 clusters Score -883878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -883878.625000 Penalty: 4456.159180
	Iteration 93Q: 3 clusters Score -883878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -883879.312500 Penalty: 4456.159180
	Iteration 94Q: 3 clusters Score -883879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -883878.750000 Penalty: 4456.159180
	Iteration 95Q: 3 clusters Score -883878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -883882.437500 Penalty: 4456.159180
	Iteration 96Q: 3 clusters Score -883882.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -883883.375000 Penalty: 4456.159180
	Iteration 97Q: 3 clusters Score -883883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -883882.562500 Penalty: 4456.159180
	Iteration 98Q: 3 clusters Score -883882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -883882.562500 Penalty: 4456.159180
	Iteration 99F: 3 clusters Score -883882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (10973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Entering Unmasked Estep 
Score: -1194503.250000 Penalty: 2307.191895
	Iteration 0F: 2 clusters Score -1194503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1186230.500000 Penalty: 4614.383789
	Iteration 0F: 3 clusters Score -1186230 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1188878.500000 Penalty: 4614.383789
	Iteration 1F: 3 clusters Score -1188878 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1189578.125000 Penalty: 4614.383789
	Iteration 2F: 3 clusters Score -1189578 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1190478.000000 Penalty: 4614.383789
	Iteration 3F: 3 clusters Score -1190478 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1191588.250000 Penalty: 4614.383789
	Iteration 4F: 3 clusters Score -1191588 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1192718.000000 Penalty: 4614.383789
	Iteration 5F: 3 clusters Score -1192718 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1193513.500000 Penalty: 4614.383789
	Iteration 6F: 3 clusters Score -1193514 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1193907.375000 Penalty: 4614.383789
	Iteration 7Q: 3 clusters Score -1193907 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1194070.000000 Penalty: 4614.383789
	Iteration 8Q: 3 clusters Score -1194070 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1194151.250000 Penalty: 4614.383789
	Iteration 9Q: 3 clusters Score -1194151 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1194185.750000 Penalty: 4614.383789
	Iteration 10Q: 3 clusters Score -1194186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1194199.125000 Penalty: 4614.383789
	Iteration 11Q: 3 clusters Score -1194199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1194203.000000 Penalty: 4614.383789
	Iteration 12Q: 3 clusters Score -1194203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1194214.500000 Penalty: 4614.383789
	Iteration 13Q: 3 clusters Score -1194214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1194211.375000 Penalty: 4614.383789
	Iteration 14Q: 3 clusters Score -1194211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1194216.250000 Penalty: 4614.383789
	Iteration 15Q: 3 clusters Score -1194216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1194215.125000 Penalty: 4614.383789
	Iteration 16Q: 3 clusters Score -1194215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1194217.875000 Penalty: 4614.383789
	Iteration 17Q: 3 clusters Score -1194218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1194219.000000 Penalty: 4614.383789
	Iteration 18Q: 3 clusters Score -1194219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1194217.250000 Penalty: 4614.383789
	Iteration 19Q: 3 clusters Score -1194217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1194216.125000 Penalty: 4614.383789
	Iteration 20F: 3 clusters Score -1194216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -142038.515625 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -142038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -139667.859375 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -139667.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -140178.906250 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -140178.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -140322.093750 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -140322.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -140409.968750 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -140410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -140476.843750 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -140476.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -140530.906250 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -140530.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -140610.031250 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -140610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -140661.171875 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -140661.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -140703.796875 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -140703.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -140751.046875 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -140751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -140789.281250 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -140789.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -140817.265625 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -140817.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -140842.937500 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -140842.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -140863.703125 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -140863.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -140877.562500 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -140877.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -140893.078125 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -140893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -140907.203125 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -140907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -140927.296875 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -140927.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140945.203125 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -140945.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140963.265625 Penalty: 3693.216797
	Iteration 19Q: 3 clusters Score -140963.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140973.593750 Penalty: 3693.216797
	Iteration 20F: 3 clusters Score -140973.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -140982.640625 Penalty: 3693.216797
	Iteration 21Q: 3 clusters Score -140982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -140987.093750 Penalty: 3693.216797
	Iteration 22Q: 3 clusters Score -140987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -140990.343750 Penalty: 3693.216797
	Iteration 23Q: 3 clusters Score -140990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -141001.578125 Penalty: 3693.216797
	Iteration 24Q: 3 clusters Score -141001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -141010.359375 Penalty: 3693.216797
	Iteration 25Q: 3 clusters Score -141010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -141020.265625 Penalty: 3693.216797
	Iteration 26Q: 3 clusters Score -141020.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -141033.406250 Penalty: 3693.216797
	Iteration 27Q: 3 clusters Score -141033.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -141047.062500 Penalty: 3693.216797
	Iteration 28Q: 3 clusters Score -141047.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -141070.250000 Penalty: 3693.216797
	Iteration 29Q: 3 clusters Score -141070.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -141082.187500 Penalty: 3693.216797
	Iteration 30Q: 3 clusters Score -141082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -141093.406250 Penalty: 3693.216797
	Iteration 31Q: 3 clusters Score -141093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -141098.968750 Penalty: 3693.216797
	Iteration 32Q: 3 clusters Score -141099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -141101.921875 Penalty: 3693.216797
	Iteration 33Q: 3 clusters Score -141101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -141106.046875 Penalty: 3693.216797
	Iteration 34Q: 3 clusters Score -141106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -141110.125000 Penalty: 3693.216797
	Iteration 35Q: 3 clusters Score -141110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -141113.250000 Penalty: 3693.216797
	Iteration 36Q: 3 clusters Score -141113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -141115.390625 Penalty: 3693.216797
	Iteration 37Q: 3 clusters Score -141115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -141116.171875 Penalty: 3693.216797
	Iteration 38Q: 3 clusters Score -141116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -141116.171875 Penalty: 3693.216797
	Iteration 39F: 3 clusters Score -141116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (16273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Entering Unmasked Estep 
Score: -1848073.125000 Penalty: 2404.921143
	Iteration 0F: 2 clusters Score -1848073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1836395.250000 Penalty: 4809.842285
	Iteration 0F: 3 clusters Score -1836395 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1840089.875000 Penalty: 4809.842285
	Iteration 1F: 3 clusters Score -1840090 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1840462.750000 Penalty: 4809.842285
	Iteration 2F: 3 clusters Score -1840463 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1840799.750000 Penalty: 4809.842285
	Iteration 3Q: 3 clusters Score -1840800 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1841088.000000 Penalty: 4809.842285
	Iteration 4Q: 3 clusters Score -1841088 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1841308.250000 Penalty: 4809.842285
	Iteration 5Q: 3 clusters Score -1841308 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1841512.500000 Penalty: 4809.842285
	Iteration 6Q: 3 clusters Score -1841512 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1841686.375000 Penalty: 4809.842285
	Iteration 7Q: 3 clusters Score -1841686 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1841843.125000 Penalty: 4809.842285
	Iteration 8Q: 3 clusters Score -1841843 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1842004.250000 Penalty: 4809.842285
	Iteration 9Q: 3 clusters Score -1842004 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1842133.500000 Penalty: 4809.842285
	Iteration 10Q: 3 clusters Score -1842134 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1842278.000000 Penalty: 4809.842285
	Iteration 11Q: 3 clusters Score -1842278 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1842423.000000 Penalty: 4809.842285
	Iteration 12Q: 3 clusters Score -1842423 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1842559.125000 Penalty: 4809.842285
	Iteration 13Q: 3 clusters Score -1842559 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1842698.375000 Penalty: 4809.842285
	Iteration 14Q: 3 clusters Score -1842698 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1842843.500000 Penalty: 4809.842285
	Iteration 15Q: 3 clusters Score -1842844 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1843039.375000 Penalty: 4809.842285
	Iteration 16Q: 3 clusters Score -1843039 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1843292.750000 Penalty: 4809.842285
	Iteration 17Q: 3 clusters Score -1843293 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1843617.250000 Penalty: 4809.842285
	Iteration 18Q: 3 clusters Score -1843617 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1843947.625000 Penalty: 4809.842285
	Iteration 19Q: 3 clusters Score -1843948 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1844248.125000 Penalty: 4809.842285
	Iteration 20F: 3 clusters Score -1844248 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1844491.375000 Penalty: 4809.842285
	Iteration 21Q: 3 clusters Score -1844491 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1844666.500000 Penalty: 4809.842285
	Iteration 22Q: 3 clusters Score -1844666 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1844835.750000 Penalty: 4809.842285
	Iteration 23Q: 3 clusters Score -1844836 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1844986.250000 Penalty: 4809.842285
	Iteration 24Q: 3 clusters Score -1844986 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1845104.375000 Penalty: 4809.842285
	Iteration 25Q: 3 clusters Score -1845104 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1845233.625000 Penalty: 4809.842285
	Iteration 26Q: 3 clusters Score -1845234 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1845348.750000 Penalty: 4809.842285
	Iteration 27Q: 3 clusters Score -1845349 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1845430.375000 Penalty: 4809.842285
	Iteration 28Q: 3 clusters Score -1845430 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1845495.375000 Penalty: 4809.842285
	Iteration 29Q: 3 clusters Score -1845495 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1845534.750000 Penalty: 4809.842285
	Iteration 30Q: 3 clusters Score -1845535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1845573.875000 Penalty: 4809.842285
	Iteration 31Q: 3 clusters Score -1845574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1845609.625000 Penalty: 4809.842285
	Iteration 32Q: 3 clusters Score -1845610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1845634.000000 Penalty: 4809.842285
	Iteration 33Q: 3 clusters Score -1845634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1845644.000000 Penalty: 4809.842285
	Iteration 34Q: 3 clusters Score -1845644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1845662.125000 Penalty: 4809.842285
	Iteration 35Q: 3 clusters Score -1845662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1845674.750000 Penalty: 4809.842285
	Iteration 36Q: 3 clusters Score -1845675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1845687.250000 Penalty: 4809.842285
	Iteration 37Q: 3 clusters Score -1845687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1845697.375000 Penalty: 4809.842285
	Iteration 38Q: 3 clusters Score -1845697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1845703.250000 Penalty: 4809.842285
	Iteration 39Q: 3 clusters Score -1845703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1845701.125000 Penalty: 4809.842285
	Iteration 40F: 3 clusters Score -1845701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1845708.250000 Penalty: 4809.842285
	Iteration 41Q: 3 clusters Score -1845708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1845711.625000 Penalty: 4809.842285
	Iteration 42Q: 3 clusters Score -1845712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1845719.375000 Penalty: 4809.842285
	Iteration 43Q: 3 clusters Score -1845719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1845722.500000 Penalty: 4809.842285
	Iteration 44Q: 3 clusters Score -1845722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1845731.250000 Penalty: 4809.842285
	Iteration 45Q: 3 clusters Score -1845731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1845732.125000 Penalty: 4809.842285
	Iteration 46Q: 3 clusters Score -1845732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1845735.875000 Penalty: 4809.842285
	Iteration 47Q: 3 clusters Score -1845736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1845745.875000 Penalty: 4809.842285
	Iteration 48Q: 3 clusters Score -1845746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1845750.125000 Penalty: 4809.842285
	Iteration 49Q: 3 clusters Score -1845750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1845749.625000 Penalty: 4809.842285
	Iteration 50Q: 3 clusters Score -1845750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1845753.875000 Penalty: 4809.842285
	Iteration 51Q: 3 clusters Score -1845754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1845755.000000 Penalty: 4809.842285
	Iteration 52Q: 3 clusters Score -1845755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1845757.000000 Penalty: 4809.842285
	Iteration 53Q: 3 clusters Score -1845757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1845757.375000 Penalty: 4809.842285
	Iteration 54Q: 3 clusters Score -1845757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1845760.000000 Penalty: 4809.842285
	Iteration 55Q: 3 clusters Score -1845760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1845766.000000 Penalty: 4809.842285
	Iteration 56Q: 3 clusters Score -1845766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1845766.375000 Penalty: 4809.842285
	Iteration 57Q: 3 clusters Score -1845766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1845773.125000 Penalty: 4809.842285
	Iteration 58Q: 3 clusters Score -1845773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1845776.125000 Penalty: 4809.842285
	Iteration 59Q: 3 clusters Score -1845776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1845779.375000 Penalty: 4809.842285
	Iteration 60F: 3 clusters Score -1845779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1845779.500000 Penalty: 4809.842285
	Iteration 61Q: 3 clusters Score -1845780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1845781.625000 Penalty: 4809.842285
	Iteration 62Q: 3 clusters Score -1845782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1845786.250000 Penalty: 4809.842285
	Iteration 63Q: 3 clusters Score -1845786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1845793.000000 Penalty: 4809.842285
	Iteration 64Q: 3 clusters Score -1845793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1845796.500000 Penalty: 4809.842285
	Iteration 65Q: 3 clusters Score -1845796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1845798.875000 Penalty: 4809.842285
	Iteration 66Q: 3 clusters Score -1845799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1845800.125000 Penalty: 4809.842285
	Iteration 67Q: 3 clusters Score -1845800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1845802.875000 Penalty: 4809.842285
	Iteration 68Q: 3 clusters Score -1845803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1845805.000000 Penalty: 4809.842285
	Iteration 69Q: 3 clusters Score -1845805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1845806.375000 Penalty: 4809.842285
	Iteration 70Q: 3 clusters Score -1845806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1845813.125000 Penalty: 4809.842285
	Iteration 71Q: 3 clusters Score -1845813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1845812.250000 Penalty: 4809.842285
	Iteration 72Q: 3 clusters Score -1845812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1845813.875000 Penalty: 4809.842285
	Iteration 73Q: 3 clusters Score -1845814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1845816.375000 Penalty: 4809.842285
	Iteration 74Q: 3 clusters Score -1845816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1845819.625000 Penalty: 4809.842285
	Iteration 75Q: 3 clusters Score -1845820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1845824.875000 Penalty: 4809.842285
	Iteration 76Q: 3 clusters Score -1845825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1845828.500000 Penalty: 4809.842285
	Iteration 77Q: 3 clusters Score -1845828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1845826.500000 Penalty: 4809.842285
	Iteration 78Q: 3 clusters Score -1845826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1845828.375000 Penalty: 4809.842285
	Iteration 79Q: 3 clusters Score -1845828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1845830.250000 Penalty: 4809.842285
	Iteration 80F: 3 clusters Score -1845830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1845834.875000 Penalty: 4809.842285
	Iteration 81Q: 3 clusters Score -1845835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1845836.875000 Penalty: 4809.842285
	Iteration 82Q: 3 clusters Score -1845837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1845839.875000 Penalty: 4809.842285
	Iteration 83Q: 3 clusters Score -1845840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1845844.625000 Penalty: 4809.842285
	Iteration 84Q: 3 clusters Score -1845845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1845847.250000 Penalty: 4809.842285
	Iteration 85Q: 3 clusters Score -1845847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1845852.875000 Penalty: 4809.842285
	Iteration 86Q: 3 clusters Score -1845853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1845860.250000 Penalty: 4809.842285
	Iteration 87Q: 3 clusters Score -1845860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1845861.375000 Penalty: 4809.842285
	Iteration 88Q: 3 clusters Score -1845861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1845861.000000 Penalty: 4809.842285
	Iteration 89Q: 3 clusters Score -1845861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1845864.250000 Penalty: 4809.842285
	Iteration 90Q: 3 clusters Score -1845864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1845865.500000 Penalty: 4809.842285
	Iteration 91Q: 3 clusters Score -1845866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1845867.250000 Penalty: 4809.842285
	Iteration 92Q: 3 clusters Score -1845867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1845866.500000 Penalty: 4809.842285
	Iteration 93Q: 3 clusters Score -1845866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1845865.750000 Penalty: 4809.842285
	Iteration 94Q: 3 clusters Score -1845866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1845866.500000 Penalty: 4809.842285
	Iteration 95Q: 3 clusters Score -1845866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1845871.125000 Penalty: 4809.842285
	Iteration 96Q: 3 clusters Score -1845871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1845870.500000 Penalty: 4809.842285
	Iteration 97Q: 3 clusters Score -1845870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1845870.875000 Penalty: 4809.842285
	Iteration 98Q: 3 clusters Score -1845871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1845869.250000 Penalty: 4809.842285
	Iteration 99Q: 3 clusters Score -1845869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1845870.000000 Penalty: 4809.842285
	Iteration 100F: 3 clusters Score -1845870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1845870.375000 Penalty: 4809.842285
	Iteration 101Q: 3 clusters Score -1845870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1845871.875000 Penalty: 4809.842285
	Iteration 102Q: 3 clusters Score -1845872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1845873.875000 Penalty: 4809.842285
	Iteration 103Q: 3 clusters Score -1845874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1845868.375000 Penalty: 4809.842285
	Iteration 104Q: 3 clusters Score -1845868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1845871.625000 Penalty: 4809.842285
	Iteration 105Q: 3 clusters Score -1845872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1845871.125000 Penalty: 4809.842285
	Iteration 106Q: 3 clusters Score -1845871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1845872.375000 Penalty: 4809.842285
	Iteration 107Q: 3 clusters Score -1845872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1845873.500000 Penalty: 4809.842285
	Iteration 108Q: 3 clusters Score -1845874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1845874.125000 Penalty: 4809.842285
	Iteration 109Q: 3 clusters Score -1845874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1845877.125000 Penalty: 4809.842285
	Iteration 110Q: 3 clusters Score -1845877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1845877.750000 Penalty: 4809.842285
	Iteration 111Q: 3 clusters Score -1845878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1845878.250000 Penalty: 4809.842285
	Iteration 112Q: 3 clusters Score -1845878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1845879.125000 Penalty: 4809.842285
	Iteration 113Q: 3 clusters Score -1845879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1845880.250000 Penalty: 4809.842285
	Iteration 114Q: 3 clusters Score -1845880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1845877.750000 Penalty: 4809.842285
	Iteration 115Q: 3 clusters Score -1845878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1845878.250000 Penalty: 4809.842285
	Iteration 116Q: 3 clusters Score -1845878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1845879.375000 Penalty: 4809.842285
	Iteration 117Q: 3 clusters Score -1845879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1845880.500000 Penalty: 4809.842285
	Iteration 118Q: 3 clusters Score -1845880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1845880.875000 Penalty: 4809.842285
	Iteration 119Q: 3 clusters Score -1845881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1845881.250000 Penalty: 4809.842285
	Iteration 120F: 3 clusters Score -1845881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1845882.875000 Penalty: 4809.842285
	Iteration 121Q: 3 clusters Score -1845883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1845885.750000 Penalty: 4809.842285
	Iteration 122Q: 3 clusters Score -1845886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1845883.750000 Penalty: 4809.842285
	Iteration 123Q: 3 clusters Score -1845884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1845880.750000 Penalty: 4809.842285
	Iteration 124Q: 3 clusters Score -1845881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1845880.750000 Penalty: 4809.842285
	Iteration 125F: 3 clusters Score -1845881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -90964.335938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -90964.34 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 414 members 
Entering Unmasked Estep 
Score: -89146.328125 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -89146.33 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89489.046875 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -89489.05 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89632.976562 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -89632.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89754.304688 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -89754.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89841.843750 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -89841.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89929.203125 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -89929.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89979.203125 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -89979.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89994.351562 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -89994.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -90007.281250 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -90007.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90013.828125 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -90013.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -90016.773438 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -90016.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90023.156250 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -90023.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -90036.921875 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -90036.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -90043.343750 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -90043.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -90046.898438 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -90046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -90048.851562 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -90048.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -90049.578125 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -90049.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -90053.429688 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -90053.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -90059.140625 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -90059.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -90068.289062 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -90068.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -90080.000000 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -90080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -90086.390625 Penalty: 3367.330078
	Iteration 21Q: 3 clusters Score -90086.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -90090.375000 Penalty: 3367.330078
	Iteration 22Q: 3 clusters Score -90090.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -90091.093750 Penalty: 3367.330078
	Iteration 23Q: 3 clusters Score -90091.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -90091.093750 Penalty: 3367.330078
	Iteration 24F: 3 clusters Score -90091.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -925665.375000 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -925665.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -919070.062500 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -919070.1 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -920829.500000 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -920829.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -921114.062500 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -921114.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -921319.812500 Penalty: 4468.503906
	Iteration 3F: 3 clusters Score -921319.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -921489.937500 Penalty: 4468.503906
	Iteration 4Q: 3 clusters Score -921489.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -921618.000000 Penalty: 4468.503906
	Iteration 5Q: 3 clusters Score -921618 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -921710.000000 Penalty: 4468.503906
	Iteration 6Q: 3 clusters Score -921710 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -921800.375000 Penalty: 4468.503906
	Iteration 7Q: 3 clusters Score -921800.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -921880.937500 Penalty: 4468.503906
	Iteration 8Q: 3 clusters Score -921880.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -921944.875000 Penalty: 4468.503906
	Iteration 9Q: 3 clusters Score -921944.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -922014.812500 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -922014.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -922083.937500 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -922083.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -922164.000000 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -922164 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -922272.250000 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -922272.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -922425.687500 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -922425.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -922623.437500 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -922623.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -922821.187500 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -922821.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -922978.000000 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -922978 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -923102.625000 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -923102.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -923192.937500 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -923192.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -923251.187500 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -923251.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -923296.437500 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -923296.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -923341.000000 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -923341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -923364.375000 Penalty: 4468.503906
	Iteration 23Q: 3 clusters Score -923364.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -923379.937500 Penalty: 4468.503906
	Iteration 24Q: 3 clusters Score -923379.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -923399.125000 Penalty: 4468.503906
	Iteration 25Q: 3 clusters Score -923399.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -923416.312500 Penalty: 4468.503906
	Iteration 26Q: 3 clusters Score -923416.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -923440.937500 Penalty: 4468.503906
	Iteration 27Q: 3 clusters Score -923440.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -923456.750000 Penalty: 4468.503906
	Iteration 28Q: 3 clusters Score -923456.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -923480.000000 Penalty: 4468.503906
	Iteration 29Q: 3 clusters Score -923480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -923491.687500 Penalty: 4468.503906
	Iteration 30Q: 3 clusters Score -923491.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -923512.562500 Penalty: 4468.503906
	Iteration 31Q: 3 clusters Score -923512.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -923526.312500 Penalty: 4468.503906
	Iteration 32Q: 3 clusters Score -923526.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -923544.375000 Penalty: 4468.503906
	Iteration 33Q: 3 clusters Score -923544.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -923557.687500 Penalty: 4468.503906
	Iteration 34Q: 3 clusters Score -923557.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -923570.562500 Penalty: 4468.503906
	Iteration 35Q: 3 clusters Score -923570.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -923581.937500 Penalty: 4468.503906
	Iteration 36Q: 3 clusters Score -923581.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -923593.375000 Penalty: 4468.503906
	Iteration 37Q: 3 clusters Score -923593.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -923604.312500 Penalty: 4468.503906
	Iteration 38Q: 3 clusters Score -923604.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -923610.375000 Penalty: 4468.503906
	Iteration 39Q: 3 clusters Score -923610.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -923615.750000 Penalty: 4468.503906
	Iteration 40F: 3 clusters Score -923615.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -923623.812500 Penalty: 4468.503906
	Iteration 41Q: 3 clusters Score -923623.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -923631.500000 Penalty: 4468.503906
	Iteration 42Q: 3 clusters Score -923631.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -923636.062500 Penalty: 4468.503906
	Iteration 43Q: 3 clusters Score -923636.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -923645.625000 Penalty: 4468.503906
	Iteration 44Q: 3 clusters Score -923645.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -923653.562500 Penalty: 4468.503906
	Iteration 45Q: 3 clusters Score -923653.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -923663.250000 Penalty: 4468.503906
	Iteration 46Q: 3 clusters Score -923663.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -923670.250000 Penalty: 4468.503906
	Iteration 47Q: 3 clusters Score -923670.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -923678.437500 Penalty: 4468.503906
	Iteration 48Q: 3 clusters Score -923678.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -923687.750000 Penalty: 4468.503906
	Iteration 49Q: 3 clusters Score -923687.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -923692.750000 Penalty: 4468.503906
	Iteration 50Q: 3 clusters Score -923692.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -923698.937500 Penalty: 4468.503906
	Iteration 51Q: 3 clusters Score -923698.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -923703.750000 Penalty: 4468.503906
	Iteration 52Q: 3 clusters Score -923703.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -923711.062500 Penalty: 4468.503906
	Iteration 53Q: 3 clusters Score -923711.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -923717.625000 Penalty: 4468.503906
	Iteration 54Q: 3 clusters Score -923717.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -923726.562500 Penalty: 4468.503906
	Iteration 55Q: 3 clusters Score -923726.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -923731.687500 Penalty: 4468.503906
	Iteration 56Q: 3 clusters Score -923731.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -923737.750000 Penalty: 4468.503906
	Iteration 57Q: 3 clusters Score -923737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -923737.937500 Penalty: 4468.503906
	Iteration 58Q: 3 clusters Score -923737.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -923743.250000 Penalty: 4468.503906
	Iteration 59Q: 3 clusters Score -923743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -923745.875000 Penalty: 4468.503906
	Iteration 60F: 3 clusters Score -923745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -923747.312500 Penalty: 4468.503906
	Iteration 61Q: 3 clusters Score -923747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -923748.062500 Penalty: 4468.503906
	Iteration 62Q: 3 clusters Score -923748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -923749.187500 Penalty: 4468.503906
	Iteration 63Q: 3 clusters Score -923749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -923751.437500 Penalty: 4468.503906
	Iteration 64Q: 3 clusters Score -923751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -923752.437500 Penalty: 4468.503906
	Iteration 65Q: 3 clusters Score -923752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -923753.812500 Penalty: 4468.503906
	Iteration 66Q: 3 clusters Score -923753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -923755.375000 Penalty: 4468.503906
	Iteration 67Q: 3 clusters Score -923755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -923757.625000 Penalty: 4468.503906
	Iteration 68Q: 3 clusters Score -923757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -923758.062500 Penalty: 4468.503906
	Iteration 69Q: 3 clusters Score -923758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -923760.750000 Penalty: 4468.503906
	Iteration 70Q: 3 clusters Score -923760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -923760.750000 Penalty: 4468.503906
	Iteration 71Q: 3 clusters Score -923760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -923760.750000 Penalty: 4468.503906
	Iteration 72F: 3 clusters Score -923760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51654.210938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51654.21 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 248 members 
Entering Unmasked Estep 
Score: -50108.183594 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50108.18 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50298.832031 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50298.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50383.175781 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50383.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50427.535156 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50427.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50444.640625 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50444.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50447.058594 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50447.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50447.058594 Penalty: 3096.142822
	Iteration 6F: 3 clusters Score -50447.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Entering Unmasked Estep 
Score: -2395305.250000 Penalty: 2464.835938
	Iteration 0F: 2 clusters Score -2395305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2380767.500000 Penalty: 4929.671875
	Iteration 0F: 3 clusters Score -2380768 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2385859.000000 Penalty: 4929.671875
	Iteration 1F: 3 clusters Score -2385859 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2386418.750000 Penalty: 4929.671875
	Iteration 2F: 3 clusters Score -2386419 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2386950.500000 Penalty: 4929.671875
	Iteration 3F: 3 clusters Score -2386950 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2387481.000000 Penalty: 4929.671875
	Iteration 4F: 3 clusters Score -2387481 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2388071.000000 Penalty: 4929.671875
	Iteration 5F: 3 clusters Score -2388071 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2388844.750000 Penalty: 4929.671875
	Iteration 6F: 3 clusters Score -2388845 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2389867.000000 Penalty: 4929.671875
	Iteration 7F: 3 clusters Score -2389867 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2390972.750000 Penalty: 4929.671875
	Iteration 8F: 3 clusters Score -2390973 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2391867.750000 Penalty: 4929.671875
	Iteration 9F: 3 clusters Score -2391868 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2392463.000000 Penalty: 4929.671875
	Iteration 10Q: 3 clusters Score -2392463 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2392808.000000 Penalty: 4929.671875
	Iteration 11Q: 3 clusters Score -2392808 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2393000.750000 Penalty: 4929.671875
	Iteration 12Q: 3 clusters Score -2393001 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2393125.250000 Penalty: 4929.671875
	Iteration 13Q: 3 clusters Score -2393125 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2393221.000000 Penalty: 4929.671875
	Iteration 14Q: 3 clusters Score -2393221 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2393307.000000 Penalty: 4929.671875
	Iteration 15Q: 3 clusters Score -2393307 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2393360.750000 Penalty: 4929.671875
	Iteration 16Q: 3 clusters Score -2393361 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2393420.250000 Penalty: 4929.671875
	Iteration 17Q: 3 clusters Score -2393420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2393467.000000 Penalty: 4929.671875
	Iteration 18Q: 3 clusters Score -2393467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2393505.250000 Penalty: 4929.671875
	Iteration 19Q: 3 clusters Score -2393505 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2393537.750000 Penalty: 4929.671875
	Iteration 20F: 3 clusters Score -2393538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2393554.000000 Penalty: 4929.671875
	Iteration 21Q: 3 clusters Score -2393554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2393572.250000 Penalty: 4929.671875
	Iteration 22Q: 3 clusters Score -2393572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2393589.500000 Penalty: 4929.671875
	Iteration 23Q: 3 clusters Score -2393590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2393596.750000 Penalty: 4929.671875
	Iteration 24Q: 3 clusters Score -2393597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2393614.250000 Penalty: 4929.671875
	Iteration 25Q: 3 clusters Score -2393614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2393625.750000 Penalty: 4929.671875
	Iteration 26Q: 3 clusters Score -2393626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2393633.000000 Penalty: 4929.671875
	Iteration 27Q: 3 clusters Score -2393633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2393634.250000 Penalty: 4929.671875
	Iteration 28Q: 3 clusters Score -2393634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2393637.000000 Penalty: 4929.671875
	Iteration 29Q: 3 clusters Score -2393637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2393645.750000 Penalty: 4929.671875
	Iteration 30Q: 3 clusters Score -2393646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2393652.500000 Penalty: 4929.671875
	Iteration 31Q: 3 clusters Score -2393652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2393659.500000 Penalty: 4929.671875
	Iteration 32Q: 3 clusters Score -2393660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2393666.750000 Penalty: 4929.671875
	Iteration 33Q: 3 clusters Score -2393667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2393666.250000 Penalty: 4929.671875
	Iteration 34Q: 3 clusters Score -2393666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2393671.000000 Penalty: 4929.671875
	Iteration 35Q: 3 clusters Score -2393671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2393670.500000 Penalty: 4929.671875
	Iteration 36Q: 3 clusters Score -2393670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2393670.500000 Penalty: 4929.671875
	Iteration 37Q: 3 clusters Score -2393670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2393670.500000 Penalty: 4929.671875
	Iteration 38Q: 3 clusters Score -2393670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2393671.000000 Penalty: 4929.671875
	Iteration 39Q: 3 clusters Score -2393671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2393671.000000 Penalty: 4929.671875
	Iteration 40F: 3 clusters Score -2393671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -134332.843750 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -134332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -132039.562500 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -132039.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -132465.984375 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -132466 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132603.843750 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -132603.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -132710.531250 Penalty: 3639.120605
	Iteration 3Q: 3 clusters Score -132710.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -132810.843750 Penalty: 3639.120605
	Iteration 4Q: 3 clusters Score -132810.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132901.203125 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -132901.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -132989.187500 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -132989.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -133117.390625 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -133117.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133263.625000 Penalty: 3639.120605
	Iteration 8F: 3 clusters Score -133263.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133446.750000 Penalty: 3639.120605
	Iteration 9F: 3 clusters Score -133446.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133631.703125 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -133631.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -133772.593750 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -133772.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -133897.046875 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -133897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133975.765625 Penalty: 3639.120605
	Iteration 13Q: 3 clusters Score -133975.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -134038.093750 Penalty: 3639.120605
	Iteration 14Q: 3 clusters Score -134038.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134074.187500 Penalty: 3639.120605
	Iteration 15Q: 3 clusters Score -134074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134092.312500 Penalty: 3639.120605
	Iteration 16Q: 3 clusters Score -134092.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -134103.218750 Penalty: 3639.120605
	Iteration 17Q: 3 clusters Score -134103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -134110.093750 Penalty: 3639.120605
	Iteration 18Q: 3 clusters Score -134110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -134111.703125 Penalty: 3639.120605
	Iteration 19Q: 3 clusters Score -134111.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134119.203125 Penalty: 3639.120605
	Iteration 20F: 3 clusters Score -134119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -134122.187500 Penalty: 3639.120605
	Iteration 21Q: 3 clusters Score -134122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134128.343750 Penalty: 3639.120605
	Iteration 22Q: 3 clusters Score -134128.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -134152.750000 Penalty: 3639.120605
	Iteration 23Q: 3 clusters Score -134152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -134170.875000 Penalty: 3639.120605
	Iteration 24Q: 3 clusters Score -134170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -134177.968750 Penalty: 3639.120605
	Iteration 25Q: 3 clusters Score -134178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -134192.984375 Penalty: 3639.120605
	Iteration 26Q: 3 clusters Score -134193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -134215.984375 Penalty: 3639.120605
	Iteration 27Q: 3 clusters Score -134216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -134244.203125 Penalty: 3639.120605
	Iteration 28Q: 3 clusters Score -134244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -134257.734375 Penalty: 3639.120605
	Iteration 29Q: 3 clusters Score -134257.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -134281.140625 Penalty: 3639.120605
	Iteration 30Q: 3 clusters Score -134281.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -134304.187500 Penalty: 3639.120605
	Iteration 31Q: 3 clusters Score -134304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -134316.656250 Penalty: 3639.120605
	Iteration 32Q: 3 clusters Score -134316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -134317.859375 Penalty: 3639.120605
	Iteration 33Q: 3 clusters Score -134317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -134319.015625 Penalty: 3639.120605
	Iteration 34Q: 3 clusters Score -134319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -134319.015625 Penalty: 3639.120605
	Iteration 35F: 3 clusters Score -134319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -804683.750000 Penalty: 2241.337646
	Iteration 0F: 2 clusters Score -804683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -798088.437500 Penalty: 4482.675293
	Iteration 0F: 3 clusters Score -798088.4 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -800044.875000 Penalty: 4482.675293
	Iteration 1F: 3 clusters Score -800044.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -800503.250000 Penalty: 4482.675293
	Iteration 2F: 3 clusters Score -800503.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -800829.562500 Penalty: 4482.675293
	Iteration 3F: 3 clusters Score -800829.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -801080.437500 Penalty: 4482.675293
	Iteration 4F: 3 clusters Score -801080.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -801261.625000 Penalty: 4482.675293
	Iteration 5Q: 3 clusters Score -801261.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -801392.687500 Penalty: 4482.675293
	Iteration 6Q: 3 clusters Score -801392.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -801491.125000 Penalty: 4482.675293
	Iteration 7Q: 3 clusters Score -801491.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -801573.562500 Penalty: 4482.675293
	Iteration 8Q: 3 clusters Score -801573.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -801659.812500 Penalty: 4482.675293
	Iteration 9Q: 3 clusters Score -801659.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -801742.312500 Penalty: 4482.675293
	Iteration 10Q: 3 clusters Score -801742.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -801819.062500 Penalty: 4482.675293
	Iteration 11Q: 3 clusters Score -801819.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -801882.375000 Penalty: 4482.675293
	Iteration 12Q: 3 clusters Score -801882.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -801959.125000 Penalty: 4482.675293
	Iteration 13Q: 3 clusters Score -801959.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -802042.125000 Penalty: 4482.675293
	Iteration 14Q: 3 clusters Score -802042.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -802127.937500 Penalty: 4482.675293
	Iteration 15Q: 3 clusters Score -802127.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -802222.625000 Penalty: 4482.675293
	Iteration 16Q: 3 clusters Score -802222.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -802304.375000 Penalty: 4482.675293
	Iteration 17Q: 3 clusters Score -802304.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -802377.375000 Penalty: 4482.675293
	Iteration 18Q: 3 clusters Score -802377.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -802433.812500 Penalty: 4482.675293
	Iteration 19Q: 3 clusters Score -802433.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -802484.125000 Penalty: 4482.675293
	Iteration 20F: 3 clusters Score -802484.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -802531.875000 Penalty: 4482.675293
	Iteration 21Q: 3 clusters Score -802531.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -802576.000000 Penalty: 4482.675293
	Iteration 22Q: 3 clusters Score -802576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -802621.812500 Penalty: 4482.675293
	Iteration 23Q: 3 clusters Score -802621.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -802655.000000 Penalty: 4482.675293
	Iteration 24Q: 3 clusters Score -802655 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -802679.125000 Penalty: 4482.675293
	Iteration 25Q: 3 clusters Score -802679.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -802704.062500 Penalty: 4482.675293
	Iteration 26Q: 3 clusters Score -802704.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -802720.750000 Penalty: 4482.675293
	Iteration 27Q: 3 clusters Score -802720.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -802740.750000 Penalty: 4482.675293
	Iteration 28Q: 3 clusters Score -802740.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -802758.812500 Penalty: 4482.675293
	Iteration 29Q: 3 clusters Score -802758.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -802774.250000 Penalty: 4482.675293
	Iteration 30Q: 3 clusters Score -802774.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -802782.187500 Penalty: 4482.675293
	Iteration 31Q: 3 clusters Score -802782.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -802793.312500 Penalty: 4482.675293
	Iteration 32Q: 3 clusters Score -802793.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -802810.625000 Penalty: 4482.675293
	Iteration 33Q: 3 clusters Score -802810.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -802817.312500 Penalty: 4482.675293
	Iteration 34Q: 3 clusters Score -802817.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -802829.125000 Penalty: 4482.675293
	Iteration 35Q: 3 clusters Score -802829.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -802836.125000 Penalty: 4482.675293
	Iteration 36Q: 3 clusters Score -802836.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -802844.875000 Penalty: 4482.675293
	Iteration 37Q: 3 clusters Score -802844.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -802851.625000 Penalty: 4482.675293
	Iteration 38Q: 3 clusters Score -802851.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -802856.187500 Penalty: 4482.675293
	Iteration 39Q: 3 clusters Score -802856.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -802864.875000 Penalty: 4482.675293
	Iteration 40F: 3 clusters Score -802864.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -802867.562500 Penalty: 4482.675293
	Iteration 41Q: 3 clusters Score -802867.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -802870.437500 Penalty: 4482.675293
	Iteration 42Q: 3 clusters Score -802870.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -802871.875000 Penalty: 4482.675293
	Iteration 43Q: 3 clusters Score -802871.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -802874.125000 Penalty: 4482.675293
	Iteration 44Q: 3 clusters Score -802874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -802874.750000 Penalty: 4482.675293
	Iteration 45Q: 3 clusters Score -802874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -802874.437500 Penalty: 4482.675293
	Iteration 46Q: 3 clusters Score -802874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -802875.187500 Penalty: 4482.675293
	Iteration 47Q: 3 clusters Score -802875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -802874.812500 Penalty: 4482.675293
	Iteration 48Q: 3 clusters Score -802874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -802874.750000 Penalty: 4482.675293
	Iteration 49Q: 3 clusters Score -802874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -802874.750000 Penalty: 4482.675293
	Iteration 50F: 3 clusters Score -802874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -495515.093750 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -495515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -490984.531250 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -490984.5 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -492097.375000 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -492097.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -492301.281250 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -492301.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -492422.250000 Penalty: 4225.419922
	Iteration 3Q: 3 clusters Score -492422.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -492521.000000 Penalty: 4225.419922
	Iteration 4Q: 3 clusters Score -492521 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -492598.562500 Penalty: 4225.419922
	Iteration 5Q: 3 clusters Score -492598.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -492665.781250 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -492665.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -492728.343750 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -492728.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -492774.531250 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -492774.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -492826.312500 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -492826.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -492872.281250 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -492872.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -492922.031250 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -492922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -492992.031250 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -492992 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -493102.468750 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -493102.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -493216.031250 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -493216 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -493327.312500 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -493327.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -493443.406250 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -493443.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -493567.718750 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -493567.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -493691.968750 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -493692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -493784.593750 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -493784.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -493849.656250 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -493849.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -493916.687500 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -493916.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -493966.062500 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -493966.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -494001.937500 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -494001.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -494038.937500 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -494038.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -494069.687500 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -494069.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -494091.125000 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -494091.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -494103.937500 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -494103.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -494110.750000 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -494110.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -494115.218750 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -494115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -494119.000000 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -494119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -494124.656250 Penalty: 4225.419922
	Iteration 31Q: 3 clusters Score -494124.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -494126.812500 Penalty: 4225.419922
	Iteration 32Q: 3 clusters Score -494126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -494129.093750 Penalty: 4225.419922
	Iteration 33Q: 3 clusters Score -494129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -494130.531250 Penalty: 4225.419922
	Iteration 34Q: 3 clusters Score -494130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -494131.125000 Penalty: 4225.419922
	Iteration 35Q: 3 clusters Score -494131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -494131.125000 Penalty: 4225.419922
	Iteration 36F: 3 clusters Score -494131.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -68360.796875 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -68360.8 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 326 members 
Entering Unmasked Estep 
Score: -66688.914062 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -66688.91 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66871.328125 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -66871.33 nChanged 37
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: -66936.304688 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -66936.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66961.031250 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -66961.03 nChanged 9
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: -66983.304688 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -66983.3 nChanged 4
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: -66992.273438 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -66992.27 nChanged 4
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: -66997.710938 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -66997.71 nChanged 4
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: -67001.828125 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -67001.83 nChanged 3
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: -67009.195312 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -67009.2 nChanged 3
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: -67015.898438 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -67015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67021.250000 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -67021.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67027.093750 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -67027.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67030.398438 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -67030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67032.851562 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -67032.85 nChanged 2
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: -67036.773438 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -67036.77 nChanged 2
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: -67039.781250 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -67039.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67040.593750 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -67040.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67040.593750 Penalty: 3210.283691
	Iteration 17F: 3 clusters Score -67040.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Entering Unmasked Estep 
Score: -1468674.000000 Penalty: 2347.430908
	Iteration 0F: 2 clusters Score -1468674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1459149.875000 Penalty: 4694.861816
	Iteration 0F: 3 clusters Score -1459150 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1461937.375000 Penalty: 4694.861816
	Iteration 1F: 3 clusters Score -1461937 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1462251.000000 Penalty: 4694.861816
	Iteration 2F: 3 clusters Score -1462251 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1462481.000000 Penalty: 4694.861816
	Iteration 3Q: 3 clusters Score -1462481 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1462658.375000 Penalty: 4694.861816
	Iteration 4Q: 3 clusters Score -1462658 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1462795.625000 Penalty: 4694.861816
	Iteration 5Q: 3 clusters Score -1462796 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1462920.250000 Penalty: 4694.861816
	Iteration 6Q: 3 clusters Score -1462920 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1463076.625000 Penalty: 4694.861816
	Iteration 7Q: 3 clusters Score -1463077 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1463258.375000 Penalty: 4694.861816
	Iteration 8Q: 3 clusters Score -1463258 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1463499.500000 Penalty: 4694.861816
	Iteration 9Q: 3 clusters Score -1463500 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1463768.500000 Penalty: 4694.861816
	Iteration 10Q: 3 clusters Score -1463768 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1464066.750000 Penalty: 4694.861816
	Iteration 11Q: 3 clusters Score -1464067 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1464413.875000 Penalty: 4694.861816
	Iteration 12Q: 3 clusters Score -1464414 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1464750.625000 Penalty: 4694.861816
	Iteration 13Q: 3 clusters Score -1464751 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1465073.500000 Penalty: 4694.861816
	Iteration 14Q: 3 clusters Score -1465074 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1465354.000000 Penalty: 4694.861816
	Iteration 15Q: 3 clusters Score -1465354 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1465588.625000 Penalty: 4694.861816
	Iteration 16Q: 3 clusters Score -1465589 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1465772.875000 Penalty: 4694.861816
	Iteration 17Q: 3 clusters Score -1465773 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1465947.500000 Penalty: 4694.861816
	Iteration 18Q: 3 clusters Score -1465948 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1466090.375000 Penalty: 4694.861816
	Iteration 19Q: 3 clusters Score -1466090 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1466229.000000 Penalty: 4694.861816
	Iteration 20F: 3 clusters Score -1466229 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1466352.375000 Penalty: 4694.861816
	Iteration 21Q: 3 clusters Score -1466352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1466430.875000 Penalty: 4694.861816
	Iteration 22Q: 3 clusters Score -1466431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1466491.625000 Penalty: 4694.861816
	Iteration 23Q: 3 clusters Score -1466492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1466522.625000 Penalty: 4694.861816
	Iteration 24Q: 3 clusters Score -1466523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1466545.875000 Penalty: 4694.861816
	Iteration 25Q: 3 clusters Score -1466546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1466571.375000 Penalty: 4694.861816
	Iteration 26Q: 3 clusters Score -1466571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1466600.000000 Penalty: 4694.861816
	Iteration 27Q: 3 clusters Score -1466600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1466619.000000 Penalty: 4694.861816
	Iteration 28Q: 3 clusters Score -1466619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1466628.125000 Penalty: 4694.861816
	Iteration 29Q: 3 clusters Score -1466628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1466631.625000 Penalty: 4694.861816
	Iteration 30Q: 3 clusters Score -1466632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1466635.125000 Penalty: 4694.861816
	Iteration 31Q: 3 clusters Score -1466635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1466642.500000 Penalty: 4694.861816
	Iteration 32Q: 3 clusters Score -1466642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1466653.375000 Penalty: 4694.861816
	Iteration 33Q: 3 clusters Score -1466653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1466662.500000 Penalty: 4694.861816
	Iteration 34Q: 3 clusters Score -1466662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1466670.875000 Penalty: 4694.861816
	Iteration 35Q: 3 clusters Score -1466671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1466671.875000 Penalty: 4694.861816
	Iteration 36Q: 3 clusters Score -1466672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1466674.000000 Penalty: 4694.861816
	Iteration 37Q: 3 clusters Score -1466674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1466672.750000 Penalty: 4694.861816
	Iteration 38Q: 3 clusters Score -1466673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1466672.750000 Penalty: 4694.861816
	Iteration 39F: 3 clusters Score -1466673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -377253.218750 Penalty: 2053.679199
	Iteration 0F: 2 clusters Score -377253.2 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 1987 members 
Entering Unmasked Estep 
Score: -373438.625000 Penalty: 4107.358398
	Iteration 0F: 3 clusters Score -373438.6 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -374436.375000 Penalty: 4107.358398
	Iteration 1F: 3 clusters Score -374436.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -374753.625000 Penalty: 4107.358398
	Iteration 2F: 3 clusters Score -374753.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -375010.625000 Penalty: 4107.358398
	Iteration 3F: 3 clusters Score -375010.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -375214.312500 Penalty: 4107.358398
	Iteration 4F: 3 clusters Score -375214.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -375412.531250 Penalty: 4107.358398
	Iteration 5Q: 3 clusters Score -375412.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -375614.968750 Penalty: 4107.358398
	Iteration 6Q: 3 clusters Score -375615 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -375822.875000 Penalty: 4107.358398
	Iteration 7Q: 3 clusters Score -375822.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -375998.437500 Penalty: 4107.358398
	Iteration 8Q: 3 clusters Score -375998.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -376109.093750 Penalty: 4107.358398
	Iteration 9Q: 3 clusters Score -376109.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -376163.031250 Penalty: 4107.358398
	Iteration 10Q: 3 clusters Score -376163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -376195.875000 Penalty: 4107.358398
	Iteration 11Q: 3 clusters Score -376195.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -376218.593750 Penalty: 4107.358398
	Iteration 12Q: 3 clusters Score -376218.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -376238.187500 Penalty: 4107.358398
	Iteration 13Q: 3 clusters Score -376238.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -376252.906250 Penalty: 4107.358398
	Iteration 14Q: 3 clusters Score -376252.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -376258.437500 Penalty: 4107.358398
	Iteration 15Q: 3 clusters Score -376258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -376260.531250 Penalty: 4107.358398
	Iteration 16Q: 3 clusters Score -376260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -376260.906250 Penalty: 4107.358398
	Iteration 17Q: 3 clusters Score -376260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -376261.562500 Penalty: 4107.358398
	Iteration 18Q: 3 clusters Score -376261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -376264.187500 Penalty: 4107.358398
	Iteration 19Q: 3 clusters Score -376264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -376266.312500 Penalty: 4107.358398
	Iteration 20F: 3 clusters Score -376266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -376268.156250 Penalty: 4107.358398
	Iteration 21Q: 3 clusters Score -376268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -376272.906250 Penalty: 4107.358398
	Iteration 22Q: 3 clusters Score -376272.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -376277.406250 Penalty: 4107.358398
	Iteration 23Q: 3 clusters Score -376277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -376281.406250 Penalty: 4107.358398
	Iteration 24Q: 3 clusters Score -376281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -376286.406250 Penalty: 4107.358398
	Iteration 25Q: 3 clusters Score -376286.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -376288.437500 Penalty: 4107.358398
	Iteration 26Q: 3 clusters Score -376288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -376290.218750 Penalty: 4107.358398
	Iteration 27Q: 3 clusters Score -376290.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -376293.343750 Penalty: 4107.358398
	Iteration 28Q: 3 clusters Score -376293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -376295.218750 Penalty: 4107.358398
	Iteration 29Q: 3 clusters Score -376295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -376296.718750 Penalty: 4107.358398
	Iteration 30Q: 3 clusters Score -376296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -376299.125000 Penalty: 4107.358398
	Iteration 31Q: 3 clusters Score -376299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -376299.062500 Penalty: 4107.358398
	Iteration 32Q: 3 clusters Score -376299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -376299.031250 Penalty: 4107.358398
	Iteration 33Q: 3 clusters Score -376299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -376299.625000 Penalty: 4107.358398
	Iteration 34Q: 3 clusters Score -376299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -376299.625000 Penalty: 4107.358398
	Iteration 35F: 3 clusters Score -376299.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (16916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Entering Unmasked Estep 
Score: -1916795.125000 Penalty: 2414.531738
	Iteration 0F: 2 clusters Score -1916795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1904649.750000 Penalty: 4829.063477
	Iteration 0F: 3 clusters Score -1904650 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1908566.250000 Penalty: 4829.063477
	Iteration 1F: 3 clusters Score -1908566 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1908912.875000 Penalty: 4829.063477
	Iteration 2F: 3 clusters Score -1908913 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1909151.750000 Penalty: 4829.063477
	Iteration 3Q: 3 clusters Score -1909152 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1909390.500000 Penalty: 4829.063477
	Iteration 4Q: 3 clusters Score -1909390 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1909620.250000 Penalty: 4829.063477
	Iteration 5Q: 3 clusters Score -1909620 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1909831.750000 Penalty: 4829.063477
	Iteration 6Q: 3 clusters Score -1909832 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1910029.750000 Penalty: 4829.063477
	Iteration 7Q: 3 clusters Score -1910030 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1910257.875000 Penalty: 4829.063477
	Iteration 8Q: 3 clusters Score -1910258 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1910535.625000 Penalty: 4829.063477
	Iteration 9Q: 3 clusters Score -1910536 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1910826.000000 Penalty: 4829.063477
	Iteration 10Q: 3 clusters Score -1910826 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1911131.750000 Penalty: 4829.063477
	Iteration 11Q: 3 clusters Score -1911132 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1911514.750000 Penalty: 4829.063477
	Iteration 12Q: 3 clusters Score -1911515 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1911919.375000 Penalty: 4829.063477
	Iteration 13Q: 3 clusters Score -1911919 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1912338.375000 Penalty: 4829.063477
	Iteration 14Q: 3 clusters Score -1912338 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1912749.375000 Penalty: 4829.063477
	Iteration 15Q: 3 clusters Score -1912749 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1913140.500000 Penalty: 4829.063477
	Iteration 16Q: 3 clusters Score -1913140 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1913519.625000 Penalty: 4829.063477
	Iteration 17Q: 3 clusters Score -1913520 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1913855.375000 Penalty: 4829.063477
	Iteration 18Q: 3 clusters Score -1913855 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1914066.875000 Penalty: 4829.063477
	Iteration 19Q: 3 clusters Score -1914067 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1914217.875000 Penalty: 4829.063477
	Iteration 20F: 3 clusters Score -1914218 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1914343.500000 Penalty: 4829.063477
	Iteration 21Q: 3 clusters Score -1914344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1914440.250000 Penalty: 4829.063477
	Iteration 22Q: 3 clusters Score -1914440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1914510.750000 Penalty: 4829.063477
	Iteration 23Q: 3 clusters Score -1914511 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1914566.375000 Penalty: 4829.063477
	Iteration 24Q: 3 clusters Score -1914566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1914605.375000 Penalty: 4829.063477
	Iteration 25Q: 3 clusters Score -1914605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1914626.875000 Penalty: 4829.063477
	Iteration 26Q: 3 clusters Score -1914627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1914648.750000 Penalty: 4829.063477
	Iteration 27Q: 3 clusters Score -1914649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1914666.125000 Penalty: 4829.063477
	Iteration 28Q: 3 clusters Score -1914666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1914674.875000 Penalty: 4829.063477
	Iteration 29Q: 3 clusters Score -1914675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1914690.375000 Penalty: 4829.063477
	Iteration 30Q: 3 clusters Score -1914690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1914699.625000 Penalty: 4829.063477
	Iteration 31Q: 3 clusters Score -1914700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1914710.000000 Penalty: 4829.063477
	Iteration 32Q: 3 clusters Score -1914710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1914717.625000 Penalty: 4829.063477
	Iteration 33Q: 3 clusters Score -1914718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1914722.750000 Penalty: 4829.063477
	Iteration 34Q: 3 clusters Score -1914723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1914727.125000 Penalty: 4829.063477
	Iteration 35Q: 3 clusters Score -1914727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1914740.250000 Penalty: 4829.063477
	Iteration 36Q: 3 clusters Score -1914740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1914744.500000 Penalty: 4829.063477
	Iteration 37Q: 3 clusters Score -1914744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1914748.250000 Penalty: 4829.063477
	Iteration 38Q: 3 clusters Score -1914748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1914750.500000 Penalty: 4829.063477
	Iteration 39Q: 3 clusters Score -1914750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1914748.125000 Penalty: 4829.063477
	Iteration 40F: 3 clusters Score -1914748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1914749.375000 Penalty: 4829.063477
	Iteration 41Q: 3 clusters Score -1914749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1914749.375000 Penalty: 4829.063477
	Iteration 42F: 3 clusters Score -1914749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (14143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Entering Unmasked Estep 
Score: -1635088.875000 Penalty: 2370.129883
	Iteration 0F: 2 clusters Score -1635089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1624825.625000 Penalty: 4740.259766
	Iteration 0F: 3 clusters Score -1624826 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1627972.625000 Penalty: 4740.259766
	Iteration 1F: 3 clusters Score -1627973 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1628353.375000 Penalty: 4740.259766
	Iteration 2F: 3 clusters Score -1628353 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1628740.125000 Penalty: 4740.259766
	Iteration 3F: 3 clusters Score -1628740 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1629129.500000 Penalty: 4740.259766
	Iteration 4F: 3 clusters Score -1629130 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1629584.250000 Penalty: 4740.259766
	Iteration 5F: 3 clusters Score -1629584 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1630155.000000 Penalty: 4740.259766
	Iteration 6F: 3 clusters Score -1630155 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1630779.125000 Penalty: 4740.259766
	Iteration 7F: 3 clusters Score -1630779 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1631433.250000 Penalty: 4740.259766
	Iteration 8F: 3 clusters Score -1631433 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1631989.250000 Penalty: 4740.259766
	Iteration 9Q: 3 clusters Score -1631989 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1632433.000000 Penalty: 4740.259766
	Iteration 10Q: 3 clusters Score -1632433 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1632683.375000 Penalty: 4740.259766
	Iteration 11Q: 3 clusters Score -1632683 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1632851.500000 Penalty: 4740.259766
	Iteration 12Q: 3 clusters Score -1632852 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1632971.875000 Penalty: 4740.259766
	Iteration 13Q: 3 clusters Score -1632972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1633038.125000 Penalty: 4740.259766
	Iteration 14Q: 3 clusters Score -1633038 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1633090.000000 Penalty: 4740.259766
	Iteration 15Q: 3 clusters Score -1633090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1633130.500000 Penalty: 4740.259766
	Iteration 16Q: 3 clusters Score -1633130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1633166.500000 Penalty: 4740.259766
	Iteration 17Q: 3 clusters Score -1633166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1633192.375000 Penalty: 4740.259766
	Iteration 18Q: 3 clusters Score -1633192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1633214.625000 Penalty: 4740.259766
	Iteration 19Q: 3 clusters Score -1633215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1633232.875000 Penalty: 4740.259766
	Iteration 20F: 3 clusters Score -1633233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1633250.000000 Penalty: 4740.259766
	Iteration 21Q: 3 clusters Score -1633250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1633260.625000 Penalty: 4740.259766
	Iteration 22Q: 3 clusters Score -1633261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1633263.500000 Penalty: 4740.259766
	Iteration 23Q: 3 clusters Score -1633264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1633269.375000 Penalty: 4740.259766
	Iteration 24Q: 3 clusters Score -1633269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1633279.625000 Penalty: 4740.259766
	Iteration 25Q: 3 clusters Score -1633280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1633286.375000 Penalty: 4740.259766
	Iteration 26Q: 3 clusters Score -1633286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1633293.125000 Penalty: 4740.259766
	Iteration 27Q: 3 clusters Score -1633293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1633294.750000 Penalty: 4740.259766
	Iteration 28Q: 3 clusters Score -1633295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1633299.250000 Penalty: 4740.259766
	Iteration 29Q: 3 clusters Score -1633299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1633309.750000 Penalty: 4740.259766
	Iteration 30Q: 3 clusters Score -1633310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1633309.500000 Penalty: 4740.259766
	Iteration 31Q: 3 clusters Score -1633310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1633313.750000 Penalty: 4740.259766
	Iteration 32Q: 3 clusters Score -1633314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1633321.000000 Penalty: 4740.259766
	Iteration 33Q: 3 clusters Score -1633321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1633327.375000 Penalty: 4740.259766
	Iteration 34Q: 3 clusters Score -1633327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1633329.375000 Penalty: 4740.259766
	Iteration 35Q: 3 clusters Score -1633329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1633329.750000 Penalty: 4740.259766
	Iteration 36Q: 3 clusters Score -1633330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1633332.875000 Penalty: 4740.259766
	Iteration 37Q: 3 clusters Score -1633333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1633333.500000 Penalty: 4740.259766
	Iteration 38Q: 3 clusters Score -1633334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1633334.500000 Penalty: 4740.259766
	Iteration 39Q: 3 clusters Score -1633334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1633339.750000 Penalty: 4740.259766
	Iteration 40F: 3 clusters Score -1633340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1633343.625000 Penalty: 4740.259766
	Iteration 41Q: 3 clusters Score -1633344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1633344.875000 Penalty: 4740.259766
	Iteration 42Q: 3 clusters Score -1633345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1633347.000000 Penalty: 4740.259766
	Iteration 43Q: 3 clusters Score -1633347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1633349.375000 Penalty: 4740.259766
	Iteration 44Q: 3 clusters Score -1633349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1633353.875000 Penalty: 4740.259766
	Iteration 45Q: 3 clusters Score -1633354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1633354.625000 Penalty: 4740.259766
	Iteration 46Q: 3 clusters Score -1633355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1633356.625000 Penalty: 4740.259766
	Iteration 47Q: 3 clusters Score -1633357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1633356.000000 Penalty: 4740.259766
	Iteration 48Q: 3 clusters Score -1633356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1633358.000000 Penalty: 4740.259766
	Iteration 49Q: 3 clusters Score -1633358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1633358.875000 Penalty: 4740.259766
	Iteration 50Q: 3 clusters Score -1633359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1633358.875000 Penalty: 4740.259766
	Iteration 51F: 3 clusters Score -1633359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (25414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Entering Unmasked Estep 
Score: -2899300.000000 Penalty: 2515.477783
	Iteration 0F: 2 clusters Score -2899300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2881815.250000 Penalty: 5030.955566
	Iteration 0F: 3 clusters Score -2881815 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2887952.000000 Penalty: 5030.955566
	Iteration 1F: 3 clusters Score -2887952 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2888371.250000 Penalty: 5030.955566
	Iteration 2Q: 3 clusters Score -2888371 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2888749.000000 Penalty: 5030.955566
	Iteration 3Q: 3 clusters Score -2888749 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2889076.500000 Penalty: 5030.955566
	Iteration 4Q: 3 clusters Score -2889076 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2889463.000000 Penalty: 5030.955566
	Iteration 5Q: 3 clusters Score -2889463 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2889871.750000 Penalty: 5030.955566
	Iteration 6Q: 3 clusters Score -2889872 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2890407.500000 Penalty: 5030.955566
	Iteration 7Q: 3 clusters Score -2890408 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2891066.250000 Penalty: 5030.955566
	Iteration 8Q: 3 clusters Score -2891066 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2891727.750000 Penalty: 5030.955566
	Iteration 9Q: 3 clusters Score -2891728 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2892358.250000 Penalty: 5030.955566
	Iteration 10Q: 3 clusters Score -2892358 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2892953.500000 Penalty: 5030.955566
	Iteration 11Q: 3 clusters Score -2892954 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2893442.750000 Penalty: 5030.955566
	Iteration 12Q: 3 clusters Score -2893443 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2893798.000000 Penalty: 5030.955566
	Iteration 13Q: 3 clusters Score -2893798 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2894093.500000 Penalty: 5030.955566
	Iteration 14Q: 3 clusters Score -2894094 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2894351.250000 Penalty: 5030.955566
	Iteration 15Q: 3 clusters Score -2894351 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2894530.750000 Penalty: 5030.955566
	Iteration 16Q: 3 clusters Score -2894531 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2894679.250000 Penalty: 5030.955566
	Iteration 17Q: 3 clusters Score -2894679 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2894799.500000 Penalty: 5030.955566
	Iteration 18Q: 3 clusters Score -2894800 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2894921.000000 Penalty: 5030.955566
	Iteration 19Q: 3 clusters Score -2894921 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2895010.000000 Penalty: 5030.955566
	Iteration 20F: 3 clusters Score -2895010 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2895112.000000 Penalty: 5030.955566
	Iteration 21Q: 3 clusters Score -2895112 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2895182.750000 Penalty: 5030.955566
	Iteration 22Q: 3 clusters Score -2895183 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2895250.500000 Penalty: 5030.955566
	Iteration 23Q: 3 clusters Score -2895250 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2895307.500000 Penalty: 5030.955566
	Iteration 24Q: 3 clusters Score -2895308 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2895371.750000 Penalty: 5030.955566
	Iteration 25Q: 3 clusters Score -2895372 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2895442.500000 Penalty: 5030.955566
	Iteration 26Q: 3 clusters Score -2895442 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2895514.250000 Penalty: 5030.955566
	Iteration 27Q: 3 clusters Score -2895514 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2895597.250000 Penalty: 5030.955566
	Iteration 28Q: 3 clusters Score -2895597 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2895645.750000 Penalty: 5030.955566
	Iteration 29Q: 3 clusters Score -2895646 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2895698.000000 Penalty: 5030.955566
	Iteration 30Q: 3 clusters Score -2895698 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2895778.750000 Penalty: 5030.955566
	Iteration 31Q: 3 clusters Score -2895779 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2895853.500000 Penalty: 5030.955566
	Iteration 32Q: 3 clusters Score -2895854 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2895907.750000 Penalty: 5030.955566
	Iteration 33Q: 3 clusters Score -2895908 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2895931.500000 Penalty: 5030.955566
	Iteration 34Q: 3 clusters Score -2895932 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2895995.750000 Penalty: 5030.955566
	Iteration 35Q: 3 clusters Score -2895996 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2896008.250000 Penalty: 5030.955566
	Iteration 36Q: 3 clusters Score -2896008 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2896042.250000 Penalty: 5030.955566
	Iteration 37Q: 3 clusters Score -2896042 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2896077.250000 Penalty: 5030.955566
	Iteration 38Q: 3 clusters Score -2896077 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2896099.500000 Penalty: 5030.955566
	Iteration 39Q: 3 clusters Score -2896100 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2896113.000000 Penalty: 5030.955566
	Iteration 40F: 3 clusters Score -2896113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2896135.750000 Penalty: 5030.955566
	Iteration 41Q: 3 clusters Score -2896136 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2896174.500000 Penalty: 5030.955566
	Iteration 42Q: 3 clusters Score -2896174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2896208.500000 Penalty: 5030.955566
	Iteration 43Q: 3 clusters Score -2896208 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2896236.750000 Penalty: 5030.955566
	Iteration 44Q: 3 clusters Score -2896237 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2896251.250000 Penalty: 5030.955566
	Iteration 45Q: 3 clusters Score -2896251 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2896254.750000 Penalty: 5030.955566
	Iteration 46Q: 3 clusters Score -2896255 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2896285.750000 Penalty: 5030.955566
	Iteration 47Q: 3 clusters Score -2896286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2896303.000000 Penalty: 5030.955566
	Iteration 48Q: 3 clusters Score -2896303 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2896329.250000 Penalty: 5030.955566
	Iteration 49Q: 3 clusters Score -2896329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2896339.250000 Penalty: 5030.955566
	Iteration 50Q: 3 clusters Score -2896339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2896352.250000 Penalty: 5030.955566
	Iteration 51Q: 3 clusters Score -2896352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2896349.500000 Penalty: 5030.955566
	Iteration 52Q: 3 clusters Score -2896350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2896364.250000 Penalty: 5030.955566
	Iteration 53Q: 3 clusters Score -2896364 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2896376.750000 Penalty: 5030.955566
	Iteration 54Q: 3 clusters Score -2896377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2896392.000000 Penalty: 5030.955566
	Iteration 55Q: 3 clusters Score -2896392 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2896422.250000 Penalty: 5030.955566
	Iteration 56Q: 3 clusters Score -2896422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2896452.500000 Penalty: 5030.955566
	Iteration 57Q: 3 clusters Score -2896452 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2896474.500000 Penalty: 5030.955566
	Iteration 58Q: 3 clusters Score -2896474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2896490.000000 Penalty: 5030.955566
	Iteration 59Q: 3 clusters Score -2896490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2896501.250000 Penalty: 5030.955566
	Iteration 60F: 3 clusters Score -2896501 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2896522.250000 Penalty: 5030.955566
	Iteration 61Q: 3 clusters Score -2896522 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2896530.000000 Penalty: 5030.955566
	Iteration 62Q: 3 clusters Score -2896530 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2896539.750000 Penalty: 5030.955566
	Iteration 63Q: 3 clusters Score -2896540 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2896560.750000 Penalty: 5030.955566
	Iteration 64Q: 3 clusters Score -2896561 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2896574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2896583 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2896604.250000 Penalty: 5030.955566
	Iteration 67Q: 3 clusters Score -2896604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2896622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2896645.250000 Penalty: 5030.955566
	Iteration 69Q: 3 clusters Score -2896645 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2896638.750000 Penalty: 5030.955566
	Iteration 70Q: 3 clusters Score -2896639 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2896653 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2896665 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2896676.750000 Penalty: 5030.955566
	Iteration 73Q: 3 clusters Score -2896677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2896696.000000 Penalty: 5030.955566
	Iteration 74Q: 3 clusters Score -2896696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2896707.500000 Penalty: 5030.955566
	Iteration 75Q: 3 clusters Score -2896708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2896728.500000 Penalty: 5030.955566
	Iteration 76Q: 3 clusters Score -2896728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2896735.500000 Penalty: 5030.955566
	Iteration 77Q: 3 clusters Score -2896736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2896749.500000 Penalty: 5030.955566
	Iteration 78Q: 3 clusters Score -2896750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2896752.000000 Penalty: 5030.955566
	Iteration 79Q: 3 clusters Score -2896752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2896752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2896758.250000 Penalty: 5030.955566
	Iteration 81Q: 3 clusters Score -2896758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2896764.750000 Penalty: 5030.955566
	Iteration 82Q: 3 clusters Score -2896765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2896758.250000 Penalty: 5030.955566
	Iteration 83Q: 3 clusters Score -2896758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2896757.750000 Penalty: 5030.955566
	Iteration 84Q: 3 clusters Score -2896758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2896763.000000 Penalty: 5030.955566
	Iteration 85Q: 3 clusters Score -2896763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2896768.750000 Penalty: 5030.955566
	Iteration 86Q: 3 clusters Score -2896769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2896770.000000 Penalty: 5030.955566
	Iteration 87Q: 3 clusters Score -2896770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2896775.000000 Penalty: 5030.955566
	Iteration 88Q: 3 clusters Score -2896775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2896778.250000 Penalty: 5030.955566
	Iteration 89Q: 3 clusters Score -2896778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2896785.000000 Penalty: 5030.955566
	Iteration 90Q: 3 clusters Score -2896785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2896793.250000 Penalty: 5030.955566
	Iteration 91Q: 3 clusters Score -2896793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2896792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2896794.000000 Penalty: 5030.955566
	Iteration 93Q: 3 clusters Score -2896794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2896799.250000 Penalty: 5030.955566
	Iteration 94Q: 3 clusters Score -2896799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2896805.000000 Penalty: 5030.955566
	Iteration 95Q: 3 clusters Score -2896805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2896806.500000 Penalty: 5030.955566
	Iteration 96Q: 3 clusters Score -2896806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2896820.750000 Penalty: 5030.955566
	Iteration 97Q: 3 clusters Score -2896821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2896840.750000 Penalty: 5030.955566
	Iteration 98Q: 3 clusters Score -2896841 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2896839.500000 Penalty: 5030.955566
	Iteration 99Q: 3 clusters Score -2896840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2896847.500000 Penalty: 5030.955566
	Iteration 100F: 3 clusters Score -2896848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2896857.750000 Penalty: 5030.955566
	Iteration 101Q: 3 clusters Score -2896858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2896866.250000 Penalty: 5030.955566
	Iteration 102Q: 3 clusters Score -2896866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2896885.250000 Penalty: 5030.955566
	Iteration 103Q: 3 clusters Score -2896885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2896904.750000 Penalty: 5030.955566
	Iteration 104Q: 3 clusters Score -2896905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2896915.000000 Penalty: 5030.955566
	Iteration 105Q: 3 clusters Score -2896915 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2896939.000000 Penalty: 5030.955566
	Iteration 106Q: 3 clusters Score -2896939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2896936.500000 Penalty: 5030.955566
	Iteration 107Q: 3 clusters Score -2896936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2896942.250000 Penalty: 5030.955566
	Iteration 108Q: 3 clusters Score -2896942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2896958.250000 Penalty: 5030.955566
	Iteration 109Q: 3 clusters Score -2896958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2896964.750000 Penalty: 5030.955566
	Iteration 110Q: 3 clusters Score -2896965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2896976.500000 Penalty: 5030.955566
	Iteration 111Q: 3 clusters Score -2896976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2896978.500000 Penalty: 5030.955566
	Iteration 112Q: 3 clusters Score -2896978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2896979.000000 Penalty: 5030.955566
	Iteration 113Q: 3 clusters Score -2896979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2896990.750000 Penalty: 5030.955566
	Iteration 114Q: 3 clusters Score -2896991 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2897003.000000 Penalty: 5030.955566
	Iteration 115Q: 3 clusters Score -2897003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2897007.500000 Penalty: 5030.955566
	Iteration 116Q: 3 clusters Score -2897008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2897010.000000 Penalty: 5030.955566
	Iteration 117Q: 3 clusters Score -2897010 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2897019.250000 Penalty: 5030.955566
	Iteration 118Q: 3 clusters Score -2897019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2897021.000000 Penalty: 5030.955566
	Iteration 119Q: 3 clusters Score -2897021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2897021.750000 Penalty: 5030.955566
	Iteration 120F: 3 clusters Score -2897022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2897033.000000 Penalty: 5030.955566
	Iteration 121Q: 3 clusters Score -2897033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2897031.000000 Penalty: 5030.955566
	Iteration 122Q: 3 clusters Score -2897031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2897037.250000 Penalty: 5030.955566
	Iteration 123Q: 3 clusters Score -2897037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2897039.500000 Penalty: 5030.955566
	Iteration 124Q: 3 clusters Score -2897040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2897044.000000 Penalty: 5030.955566
	Iteration 125Q: 3 clusters Score -2897044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2897041.000000 Penalty: 5030.955566
	Iteration 126Q: 3 clusters Score -2897041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2897041.250000 Penalty: 5030.955566
	Iteration 127Q: 3 clusters Score -2897041 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2897045.750000 Penalty: 5030.955566
	Iteration 128Q: 3 clusters Score -2897046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2897050.250000 Penalty: 5030.955566
	Iteration 129Q: 3 clusters Score -2897050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2897047.750000 Penalty: 5030.955566
	Iteration 130Q: 3 clusters Score -2897048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2897046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2897048 nChanged 13
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Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2897044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2897046 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2897060.500000 Penalty: 5030.955566
	Iteration 135Q: 3 clusters Score -2897060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2897060 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2897065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2897070 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2897078 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2897085.250000 Penalty: 5030.955566
	Iteration 140F: 3 clusters Score -2897085 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2897089 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2897089 nChanged 33
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Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2897096 nChanged 29
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Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2897094 nChanged 32
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Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2897101 nChanged 35
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Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2897111 nChanged 34
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Mstep: Class 1 contains 20393 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2897116 nChanged 30
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Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2897114 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2897115 nChanged 26
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Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2897114 nChanged 22
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Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2897112 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2897125.500000 Penalty: 5030.955566
	Iteration 152Q: 3 clusters Score -2897126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2897124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2897119 nChanged 11
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Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2897121.500000 Penalty: 5030.955566
	Iteration 155Q: 3 clusters Score -2897122 nChanged 12
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Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2897126 nChanged 6
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Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2897118 nChanged 9
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Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2897122 nChanged 11
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Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2897128 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2897128 nChanged 14
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Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2897131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2897126 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2897137 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2897141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2897138 nChanged 27
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Mstep: Class 1 contains 20712 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2897146 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2897146 nChanged 30
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Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2897141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2897143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2897151 nChanged 38
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Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2897150 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2897161.750000 Penalty: 5030.955566
	Iteration 172Q: 3 clusters Score -2897162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2897167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2897176 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2897180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2897188 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2897187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2897184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2897190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2897188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2897192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2897191 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2897197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2897193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2897198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2897195 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2897201 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21220 members 
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Entering Unmasked Estep 
Score: -2897205.750000 Penalty: 5030.955566
	Iteration 188Q: 3 clusters Score -2897206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2897208.000000 Penalty: 5030.955566
	Iteration 189Q: 3 clusters Score -2897208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2897209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2897207.000000 Penalty: 5030.955566
	Iteration 191Q: 3 clusters Score -2897207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2897210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2897209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2897208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2897205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2897206.500000 Penalty: 5030.955566
	Iteration 196Q: 3 clusters Score -2897206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2897212.250000 Penalty: 5030.955566
	Iteration 197Q: 3 clusters Score -2897212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2897211.500000 Penalty: 5030.955566
	Iteration 198Q: 3 clusters Score -2897212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2897213.500000 Penalty: 5030.955566
	Iteration 199Q: 3 clusters Score -2897214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2897213.500000 Penalty: 5030.955566
	Iteration 200F: 3 clusters Score -2897214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2897220.500000 Penalty: 5030.955566
	Iteration 201Q: 3 clusters Score -2897220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2897218.000000 Penalty: 5030.955566
	Iteration 202Q: 3 clusters Score -2897218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2897227.500000 Penalty: 5030.955566
	Iteration 203Q: 3 clusters Score -2897228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2897228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2897230.500000 Penalty: 5030.955566
	Iteration 205Q: 3 clusters Score -2897230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2897239.500000 Penalty: 5030.955566
	Iteration 206Q: 3 clusters Score -2897240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2897238.250000 Penalty: 5030.955566
	Iteration 207Q: 3 clusters Score -2897238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2897233.250000 Penalty: 5030.955566
	Iteration 208Q: 3 clusters Score -2897233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2897238.250000 Penalty: 5030.955566
	Iteration 209Q: 3 clusters Score -2897238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2897240.250000 Penalty: 5030.955566
	Iteration 210Q: 3 clusters Score -2897240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2897241.250000 Penalty: 5030.955566
	Iteration 211Q: 3 clusters Score -2897241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2897250.750000 Penalty: 5030.955566
	Iteration 212Q: 3 clusters Score -2897251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2897255.250000 Penalty: 5030.955566
	Iteration 213Q: 3 clusters Score -2897255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2897257.500000 Penalty: 5030.955566
	Iteration 214Q: 3 clusters Score -2897258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2897253.500000 Penalty: 5030.955566
	Iteration 215Q: 3 clusters Score -2897254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2897261.500000 Penalty: 5030.955566
	Iteration 216Q: 3 clusters Score -2897262 nChanged 22
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Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2897258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2897256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2897265.250000 Penalty: 5030.955566
	Iteration 219Q: 3 clusters Score -2897265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2897278.750000 Penalty: 5030.955566
	Iteration 220F: 3 clusters Score -2897279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2897275.000000 Penalty: 5030.955566
	Iteration 221Q: 3 clusters Score -2897275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2897270.750000 Penalty: 5030.955566
	Iteration 222Q: 3 clusters Score -2897271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2897275.250000 Penalty: 5030.955566
	Iteration 223Q: 3 clusters Score -2897275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2897268.750000 Penalty: 5030.955566
	Iteration 224Q: 3 clusters Score -2897269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2897280.250000 Penalty: 5030.955566
	Iteration 225Q: 3 clusters Score -2897280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2897283.500000 Penalty: 5030.955566
	Iteration 226Q: 3 clusters Score -2897284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2897288.250000 Penalty: 5030.955566
	Iteration 227Q: 3 clusters Score -2897288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2897289.250000 Penalty: 5030.955566
	Iteration 228Q: 3 clusters Score -2897289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2897289.750000 Penalty: 5030.955566
	Iteration 229Q: 3 clusters Score -2897290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2897300.500000 Penalty: 5030.955566
	Iteration 230Q: 3 clusters Score -2897300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2897308.750000 Penalty: 5030.955566
	Iteration 231Q: 3 clusters Score -2897309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2897308.000000 Penalty: 5030.955566
	Iteration 232Q: 3 clusters Score -2897308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2897316.000000 Penalty: 5030.955566
	Iteration 233Q: 3 clusters Score -2897316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2897310.750000 Penalty: 5030.955566
	Iteration 234Q: 3 clusters Score -2897311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2897320.000000 Penalty: 5030.955566
	Iteration 235Q: 3 clusters Score -2897320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2897321.250000 Penalty: 5030.955566
	Iteration 236Q: 3 clusters Score -2897321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2897320.750000 Penalty: 5030.955566
	Iteration 237Q: 3 clusters Score -2897321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2897321.750000 Penalty: 5030.955566
	Iteration 238Q: 3 clusters Score -2897322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2897320.750000 Penalty: 5030.955566
	Iteration 239Q: 3 clusters Score -2897321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2897316.250000 Penalty: 5030.955566
	Iteration 240F: 3 clusters Score -2897316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2897315.750000 Penalty: 5030.955566
	Iteration 241Q: 3 clusters Score -2897316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2897327.000000 Penalty: 5030.955566
	Iteration 242Q: 3 clusters Score -2897327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2897330.750000 Penalty: 5030.955566
	Iteration 243Q: 3 clusters Score -2897331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2897330.750000 Penalty: 5030.955566
	Iteration 244Q: 3 clusters Score -2897331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2897337.000000 Penalty: 5030.955566
	Iteration 245Q: 3 clusters Score -2897337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2897337.750000 Penalty: 5030.955566
	Iteration 246Q: 3 clusters Score -2897338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2897329.250000 Penalty: 5030.955566
	Iteration 247Q: 3 clusters Score -2897329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2897332.000000 Penalty: 5030.955566
	Iteration 248Q: 3 clusters Score -2897332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2897337.000000 Penalty: 5030.955566
	Iteration 249Q: 3 clusters Score -2897337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2897340.750000 Penalty: 5030.955566
	Iteration 250Q: 3 clusters Score -2897341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2897339.500000 Penalty: 5030.955566
	Iteration 251Q: 3 clusters Score -2897340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2897343.000000 Penalty: 5030.955566
	Iteration 252Q: 3 clusters Score -2897343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2897347.500000 Penalty: 5030.955566
	Iteration 253Q: 3 clusters Score -2897348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2897349.000000 Penalty: 5030.955566
	Iteration 254Q: 3 clusters Score -2897349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2897348.500000 Penalty: 5030.955566
	Iteration 255Q: 3 clusters Score -2897348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2897349.250000 Penalty: 5030.955566
	Iteration 256Q: 3 clusters Score -2897349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2897347.750000 Penalty: 5030.955566
	Iteration 257Q: 3 clusters Score -2897348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2897346.750000 Penalty: 5030.955566
	Iteration 258Q: 3 clusters Score -2897347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2897349.500000 Penalty: 5030.955566
	Iteration 259Q: 3 clusters Score -2897350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2897351.000000 Penalty: 5030.955566
	Iteration 260F: 3 clusters Score -2897351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2897349.250000 Penalty: 5030.955566
	Iteration 261Q: 3 clusters Score -2897349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2897349.750000 Penalty: 5030.955566
	Iteration 262Q: 3 clusters Score -2897350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2897350.750000 Penalty: 5030.955566
	Iteration 263Q: 3 clusters Score -2897351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2897353.250000 Penalty: 5030.955566
	Iteration 264Q: 3 clusters Score -2897353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2897350.500000 Penalty: 5030.955566
	Iteration 265Q: 3 clusters Score -2897350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2897353.000000 Penalty: 5030.955566
	Iteration 266Q: 3 clusters Score -2897353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2897353.000000 Penalty: 5030.955566
	Iteration 267F: 3 clusters Score -2897353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -68299.742188 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -68299.74 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 326 members 
Entering Unmasked Estep 
Score: -66626.171875 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -66626.17 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66804.406250 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -66804.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66863.398438 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -66863.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66898.007812 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -66898.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66931.210938 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -66931.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66949.796875 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -66949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66966.507812 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -66966.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66980.164062 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -66980.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66980.804688 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -66980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66982.164062 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -66982.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66982.164062 Penalty: 3219.398926
	Iteration 10F: 3 clusters Score -66982.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (12938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Entering Unmasked Estep 
Score: -1488319.750000 Penalty: 2348.045166
	Iteration 0F: 2 clusters Score -1488320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1478831.375000 Penalty: 4696.090332
	Iteration 0F: 3 clusters Score -1478831 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1481671.500000 Penalty: 4696.090332
	Iteration 1F: 3 clusters Score -1481672 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1481960.375000 Penalty: 4696.090332
	Iteration 2F: 3 clusters Score -1481960 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1482186.375000 Penalty: 4696.090332
	Iteration 3Q: 3 clusters Score -1482186 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1482364.250000 Penalty: 4696.090332
	Iteration 4Q: 3 clusters Score -1482364 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1482479.875000 Penalty: 4696.090332
	Iteration 5Q: 3 clusters Score -1482480 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1482583.875000 Penalty: 4696.090332
	Iteration 6Q: 3 clusters Score -1482584 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1482677.250000 Penalty: 4696.090332
	Iteration 7Q: 3 clusters Score -1482677 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1482776.750000 Penalty: 4696.090332
	Iteration 8Q: 3 clusters Score -1482777 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1482861.000000 Penalty: 4696.090332
	Iteration 9Q: 3 clusters Score -1482861 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1482952.000000 Penalty: 4696.090332
	Iteration 10Q: 3 clusters Score -1482952 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1483063.500000 Penalty: 4696.090332
	Iteration 11Q: 3 clusters Score -1483064 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1483181.625000 Penalty: 4696.090332
	Iteration 12Q: 3 clusters Score -1483182 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1483291.125000 Penalty: 4696.090332
	Iteration 13Q: 3 clusters Score -1483291 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1483428.625000 Penalty: 4696.090332
	Iteration 14Q: 3 clusters Score -1483429 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1483607.625000 Penalty: 4696.090332
	Iteration 15Q: 3 clusters Score -1483608 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1483848.625000 Penalty: 4696.090332
	Iteration 16Q: 3 clusters Score -1483849 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1484136.625000 Penalty: 4696.090332
	Iteration 17Q: 3 clusters Score -1484137 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1484468.250000 Penalty: 4696.090332
	Iteration 18Q: 3 clusters Score -1484468 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1484795.750000 Penalty: 4696.090332
	Iteration 19Q: 3 clusters Score -1484796 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1485173.000000 Penalty: 4696.090332
	Iteration 20F: 3 clusters Score -1485173 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1485500.000000 Penalty: 4696.090332
	Iteration 21Q: 3 clusters Score -1485500 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1485725.625000 Penalty: 4696.090332
	Iteration 22Q: 3 clusters Score -1485726 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1485891.500000 Penalty: 4696.090332
	Iteration 23Q: 3 clusters Score -1485892 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1486017.000000 Penalty: 4696.090332
	Iteration 24Q: 3 clusters Score -1486017 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1486100.625000 Penalty: 4696.090332
	Iteration 25Q: 3 clusters Score -1486101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1486148.375000 Penalty: 4696.090332
	Iteration 26Q: 3 clusters Score -1486148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1486191.625000 Penalty: 4696.090332
	Iteration 27Q: 3 clusters Score -1486192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1486212.875000 Penalty: 4696.090332
	Iteration 28Q: 3 clusters Score -1486213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1486244.125000 Penalty: 4696.090332
	Iteration 29Q: 3 clusters Score -1486244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1486263.750000 Penalty: 4696.090332
	Iteration 30Q: 3 clusters Score -1486264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1486282.625000 Penalty: 4696.090332
	Iteration 31Q: 3 clusters Score -1486283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1486298.750000 Penalty: 4696.090332
	Iteration 32Q: 3 clusters Score -1486299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1486315.625000 Penalty: 4696.090332
	Iteration 33Q: 3 clusters Score -1486316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1486330.250000 Penalty: 4696.090332
	Iteration 34Q: 3 clusters Score -1486330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1486338.375000 Penalty: 4696.090332
	Iteration 35Q: 3 clusters Score -1486338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1486341.125000 Penalty: 4696.090332
	Iteration 36Q: 3 clusters Score -1486341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1486341.875000 Penalty: 4696.090332
	Iteration 37Q: 3 clusters Score -1486342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1486344.750000 Penalty: 4696.090332
	Iteration 38Q: 3 clusters Score -1486345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1486350.250000 Penalty: 4696.090332
	Iteration 39Q: 3 clusters Score -1486350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1486351.500000 Penalty: 4696.090332
	Iteration 40F: 3 clusters Score -1486352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1486353.875000 Penalty: 4696.090332
	Iteration 41Q: 3 clusters Score -1486354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1486352.625000 Penalty: 4696.090332
	Iteration 42Q: 3 clusters Score -1486353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1486352.625000 Penalty: 4696.090332
	Iteration 43F: 3 clusters Score -1486353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53241 members 
Mstep: Class 4 contains 213822 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16169 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34481 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108174 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14004 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8540 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25132 members 
Mstep: Class 28 contains 45359 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5270 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6830 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34038 members 
Mstep: Class 47 contains 27766 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7976 members 
Mstep: Class 54 contains 10973 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16273 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12906 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 16916 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25414 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 399Q: 72 clusters Score -1.393132e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53238 members 
Mstep: Class 4 contains 213820 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34479 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108175 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10356 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14008 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8539 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25133 members 
Mstep: Class 28 contains 45359 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5273 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6831 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34020 members 
Mstep: Class 47 contains 27763 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7976 members 
Mstep: Class 54 contains 10975 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16275 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12907 members 
Mstep: Class 66 contains 3949 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25414 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 400F: 72 clusters Score -1.393132e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 53240 members 
Mstep: Class 4 contains 213819 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 34478 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108171 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10363 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14013 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8541 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25133 members 
Mstep: Class 28 contains 45357 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5876 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5273 members 
Mstep: Class 39 contains 14128 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6834 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 34003 members 
Mstep: Class 47 contains 27760 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7976 members 
Mstep: Class 54 contains 10976 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16276 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3951 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25415 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 401Q: 72 clusters Score -1.393132e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53237 members 
Mstep: Class 4 contains 213816 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16166 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34474 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108170 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10375 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14021 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8542 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25134 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5274 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6838 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33979 members 
Mstep: Class 47 contains 27758 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7976 members 
Mstep: Class 54 contains 10977 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16278 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3954 members 
Mstep: Class 67 contains 16916 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25417 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313152.000000 Penalty: 247769.875000
Iteration 402Q: 72 clusters Score -1.393132e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53239 members 
Mstep: Class 4 contains 213822 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34473 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108169 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10379 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14026 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8543 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25136 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5274 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6840 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33956 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7976 members 
Mstep: Class 54 contains 10978 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16279 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3954 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25418 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 403Q: 72 clusters Score -1.393132e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53237 members 
Mstep: Class 4 contains 213825 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16169 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34473 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108168 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10386 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14029 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8541 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25139 members 
Mstep: Class 28 contains 45356 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5274 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6842 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33938 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7976 members 
Mstep: Class 54 contains 10978 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16280 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3953 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25421 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313120.000000 Penalty: 247769.875000
Iteration 404Q: 72 clusters Score -1.393131e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53235 members 
Mstep: Class 4 contains 213821 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16166 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34472 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108167 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10392 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14032 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8545 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25140 members 
Mstep: Class 28 contains 45356 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5274 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6843 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33926 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7975 members 
Mstep: Class 54 contains 10980 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16281 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3953 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25426 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 405Q: 72 clusters Score -1.393132e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53237 members 
Mstep: Class 4 contains 213823 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34472 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108166 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10400 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14038 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8546 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25139 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5274 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6846 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33908 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7975 members 
Mstep: Class 54 contains 10981 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16281 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3953 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25427 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313216.000000 Penalty: 247769.875000
Iteration 406Q: 72 clusters Score -1.393132e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53239 members 
Mstep: Class 4 contains 213821 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16162 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34471 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108166 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10409 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14045 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8548 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25139 members 
Mstep: Class 28 contains 45352 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5274 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6846 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33884 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7975 members 
Mstep: Class 54 contains 10982 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16286 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12909 members 
Mstep: Class 66 contains 3954 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25427 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313312.000000 Penalty: 247769.875000
Iteration 407Q: 72 clusters Score -1.393133e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53240 members 
Mstep: Class 4 contains 213820 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16161 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34471 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108162 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10418 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14054 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8548 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25139 members 
Mstep: Class 28 contains 45352 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10762 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5274 members 
Mstep: Class 39 contains 14125 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6851 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33866 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7975 members 
Mstep: Class 54 contains 10982 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16288 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12909 members 
Mstep: Class 66 contains 3951 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25427 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313280.000000 Penalty: 247769.875000
Iteration 408Q: 72 clusters Score -1.393133e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53240 members 
Mstep: Class 4 contains 213821 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34470 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108158 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10427 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14055 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8550 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25140 members 
Mstep: Class 28 contains 45352 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 14123 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6854 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33847 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7975 members 
Mstep: Class 54 contains 10982 members 
Mstep: Class 55 contains 1713 members 
Mstep: Class 56 contains 16290 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3952 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25428 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313264.000000 Penalty: 247769.875000
Iteration 409Q: 72 clusters Score -1.393133e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53241 members 
Mstep: Class 4 contains 213814 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16162 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34470 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108157 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10432 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14057 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8552 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25142 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10760 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5877 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 14122 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6859 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33837 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7975 members 
Mstep: Class 54 contains 10983 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16291 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20721 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12909 members 
Mstep: Class 66 contains 3952 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25429 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 410Q: 72 clusters Score -1.393132e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53242 members 
Mstep: Class 4 contains 213812 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16161 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34470 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108157 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10435 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14059 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8552 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25144 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10759 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5275 members 
Mstep: Class 39 contains 14122 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6865 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33827 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7975 members 
Mstep: Class 54 contains 10984 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 16292 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20720 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3951 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25430 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313216.000000 Penalty: 247769.875000
Iteration 411Q: 72 clusters Score -1.393132e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53242 members 
Mstep: Class 4 contains 213813 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16161 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34470 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108159 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14062 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8552 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25145 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5275 members 
Mstep: Class 39 contains 14122 members 
Mstep: Class 40 contains 24770 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6865 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33815 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7974 members 
Mstep: Class 54 contains 10985 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16291 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3953 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25432 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313248.000000 Penalty: 247769.875000
Iteration 412Q: 72 clusters Score -1.393132e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53243 members 
Mstep: Class 4 contains 213812 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34470 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108160 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10444 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14065 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25145 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10758 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5275 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33796 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7974 members 
Mstep: Class 54 contains 10986 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16292 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3952 members 
Mstep: Class 67 contains 16915 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25435 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313248.000000 Penalty: 247769.875000
Iteration 413Q: 72 clusters Score -1.393132e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53241 members 
Mstep: Class 4 contains 213811 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16166 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34469 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108162 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10449 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14068 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25146 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5878 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6865 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33783 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7972 members 
Mstep: Class 54 contains 10986 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16295 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12907 members 
Mstep: Class 66 contains 3952 members 
Mstep: Class 67 contains 16914 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25439 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313312.000000 Penalty: 247769.875000
Iteration 414Q: 72 clusters Score -1.393133e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53239 members 
Mstep: Class 4 contains 213810 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 16172 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34469 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108162 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10456 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14070 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25149 members 
Mstep: Class 28 contains 45356 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6865 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33764 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10986 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16297 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12907 members 
Mstep: Class 66 contains 3952 members 
Mstep: Class 67 contains 16914 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25442 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313328.000000 Penalty: 247769.875000
Iteration 415Q: 72 clusters Score -1.393133e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53242 members 
Mstep: Class 4 contains 213809 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14667 members 
Mstep: Class 8 contains 16172 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34469 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108162 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10461 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13648 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14072 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25151 members 
Mstep: Class 28 contains 45356 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33744 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10986 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16300 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8414 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3952 members 
Mstep: Class 67 contains 16914 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25444 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313312.000000 Penalty: 247769.875000
Iteration 416Q: 72 clusters Score -1.393133e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53239 members 
Mstep: Class 4 contains 213812 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16173 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34468 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108162 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10467 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13648 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14073 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25152 members 
Mstep: Class 28 contains 45357 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 14123 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33731 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10986 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16302 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8415 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12908 members 
Mstep: Class 66 contains 3952 members 
Mstep: Class 67 contains 16914 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25446 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313312.000000 Penalty: 247769.875000
Iteration 417Q: 72 clusters Score -1.393133e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53240 members 
Mstep: Class 4 contains 213812 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16173 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108160 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10468 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14077 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25154 members 
Mstep: Class 28 contains 45359 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 14123 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33715 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10986 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16304 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8415 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3953 members 
Mstep: Class 67 contains 16914 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25447 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313312.000000 Penalty: 247769.875000
Iteration 418Q: 72 clusters Score -1.393133e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53242 members 
Mstep: Class 4 contains 213811 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108162 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10470 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14082 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25156 members 
Mstep: Class 28 contains 45359 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33696 members 
Mstep: Class 47 contains 27754 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10986 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16305 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8415 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3954 members 
Mstep: Class 67 contains 16914 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25447 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313280.000000 Penalty: 247769.875000
Iteration 419Q: 72 clusters Score -1.393133e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53243 members 
Mstep: Class 4 contains 213807 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108162 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10474 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14087 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8555 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25158 members 
Mstep: Class 28 contains 45358 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 33685 members 
Mstep: Class 47 contains 27754 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10987 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16306 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8415 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3955 members 
Mstep: Class 67 contains 16914 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25447 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313232.000000 Penalty: 247769.875000
Iteration 420F: 72 clusters Score -1.393132e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53243 members 
Mstep: Class 4 contains 213805 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108159 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10477 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14089 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8555 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25161 members 
Mstep: Class 28 contains 45358 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33677 members 
Mstep: Class 47 contains 27754 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10989 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16307 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3956 members 
Mstep: Class 67 contains 16914 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25447 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313248.000000 Penalty: 247769.875000
Iteration 421Q: 72 clusters Score -1.393132e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53244 members 
Mstep: Class 4 contains 213806 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108160 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14091 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8556 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25163 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33667 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10989 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16308 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25447 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313344.000000 Penalty: 247769.875000
Iteration 422Q: 72 clusters Score -1.393133e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53243 members 
Mstep: Class 4 contains 213806 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108158 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10484 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14092 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8556 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25169 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33660 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10989 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16308 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12910 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25447 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313328.000000 Penalty: 247769.875000
Iteration 423Q: 72 clusters Score -1.393133e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53242 members 
Mstep: Class 4 contains 213801 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108157 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14093 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8557 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25172 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33661 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10989 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16308 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12909 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25447 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313312.000000 Penalty: 247769.875000
Iteration 424Q: 72 clusters Score -1.393133e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53242 members 
Mstep: Class 4 contains 213798 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108157 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10487 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14093 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8558 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 5284 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6873 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33655 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10989 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16308 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12911 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25448 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313328.000000 Penalty: 247769.875000
Iteration 425Q: 72 clusters Score -1.393133e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53240 members 
Mstep: Class 4 contains 213797 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108155 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10487 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14093 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8556 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25181 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5286 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33652 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10989 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16309 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25449 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313360.000000 Penalty: 247769.875000
Iteration 426Q: 72 clusters Score -1.393134e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53238 members 
Mstep: Class 4 contains 213796 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108152 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10487 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14094 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8555 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25185 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33647 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10990 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16311 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25451 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313344.000000 Penalty: 247769.875000
Iteration 427Q: 72 clusters Score -1.393133e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53237 members 
Mstep: Class 4 contains 213797 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108149 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10487 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14094 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8555 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25187 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5288 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33642 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10990 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16314 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25453 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313344.000000 Penalty: 247769.875000
Iteration 428Q: 72 clusters Score -1.393133e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53235 members 
Mstep: Class 4 contains 213797 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108145 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10487 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14094 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25193 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33639 members 
Mstep: Class 47 contains 27754 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10990 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16319 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20719 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25454 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313328.000000 Penalty: 247769.875000
Iteration 429Q: 72 clusters Score -1.393133e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53235 members 
Mstep: Class 4 contains 213795 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10488 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14095 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25197 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5286 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33636 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10990 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16322 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20718 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25456 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313392.000000 Penalty: 247769.875000
Iteration 430Q: 72 clusters Score -1.393134e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53235 members 
Mstep: Class 4 contains 213794 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10490 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14096 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25200 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5286 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33631 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10990 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16324 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25456 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313408.000000 Penalty: 247769.875000
Iteration 431Q: 72 clusters Score -1.393134e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53235 members 
Mstep: Class 4 contains 213793 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14099 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25201 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5286 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6866 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33626 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10990 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16323 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20717 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12913 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25457 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313408.000000 Penalty: 247769.875000
Iteration 432Q: 72 clusters Score -1.393134e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53236 members 
Mstep: Class 4 contains 213793 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14101 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25201 members 
Mstep: Class 28 contains 45355 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5286 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33622 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10990 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16324 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20716 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12913 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14146 members 
Mstep: Class 69 contains 25457 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313424.000000 Penalty: 247769.875000
Iteration 433Q: 72 clusters Score -1.393134e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53237 members 
Mstep: Class 4 contains 213792 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14105 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25204 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5286 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33616 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10989 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16325 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12913 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313376.000000 Penalty: 247769.875000
Iteration 434Q: 72 clusters Score -1.393134e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53237 members 
Mstep: Class 4 contains 213790 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14107 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33613 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7971 members 
Mstep: Class 54 contains 10990 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16325 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12913 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313392.000000 Penalty: 247769.875000
Iteration 435Q: 72 clusters Score -1.393134e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53238 members 
Mstep: Class 4 contains 213789 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14108 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33613 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16324 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313376.000000 Penalty: 247769.875000
Iteration 436Q: 72 clusters Score -1.393134e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53238 members 
Mstep: Class 4 contains 213789 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14108 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33612 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10992 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16324 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313392.000000 Penalty: 247769.875000
Iteration 437Q: 72 clusters Score -1.393134e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53238 members 
Mstep: Class 4 contains 213790 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14108 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33611 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16325 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313392.000000 Penalty: 247769.875000
Iteration 438Q: 72 clusters Score -1.393134e+08 nChanged 4
Entering ConstructFrom: 
Score: -139313392.000000 Penalty: 247769.875000
Entering ConstructFrom: 
Trying to split cluster 1 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -310047.937500 Penalty: 1977.939941
	Iteration 0F: 2 clusters Score -310047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -306865.156250 Penalty: 3955.879883
	Iteration 0F: 3 clusters Score -306865.2 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -307539.468750 Penalty: 3955.879883
	Iteration 1F: 3 clusters Score -307539.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -307686.875000 Penalty: 3955.879883
	Iteration 2F: 3 clusters Score -307686.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -307763.343750 Penalty: 3955.879883
	Iteration 3Q: 3 clusters Score -307763.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -307816.437500 Penalty: 3955.879883
	Iteration 4Q: 3 clusters Score -307816.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -307848.437500 Penalty: 3955.879883
	Iteration 5Q: 3 clusters Score -307848.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -307880.093750 Penalty: 3955.879883
	Iteration 6Q: 3 clusters Score -307880.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -307908.593750 Penalty: 3955.879883
	Iteration 7Q: 3 clusters Score -307908.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -307927.843750 Penalty: 3955.879883
	Iteration 8Q: 3 clusters Score -307927.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -307947.406250 Penalty: 3955.879883
	Iteration 9Q: 3 clusters Score -307947.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -307961.687500 Penalty: 3955.879883
	Iteration 10Q: 3 clusters Score -307961.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -307971.781250 Penalty: 3955.879883
	Iteration 11Q: 3 clusters Score -307971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -307977.812500 Penalty: 3955.879883
	Iteration 12Q: 3 clusters Score -307977.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -307983.718750 Penalty: 3955.879883
	Iteration 13Q: 3 clusters Score -307983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -307987.468750 Penalty: 3955.879883
	Iteration 14Q: 3 clusters Score -307987.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -307990.531250 Penalty: 3955.879883
	Iteration 15Q: 3 clusters Score -307990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -307994.781250 Penalty: 3955.879883
	Iteration 16Q: 3 clusters Score -307994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -307998.468750 Penalty: 3955.879883
	Iteration 17Q: 3 clusters Score -307998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -308001.750000 Penalty: 3955.879883
	Iteration 18Q: 3 clusters Score -308001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -308003.187500 Penalty: 3955.879883
	Iteration 19Q: 3 clusters Score -308003.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -308004.437500 Penalty: 3955.879883
	Iteration 20F: 3 clusters Score -308004.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -786851.812500 Penalty: 2197.895996
	Iteration 0F: 2 clusters Score -786851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -781065.375000 Penalty: 4395.791992
	Iteration 0F: 3 clusters Score -781065.4 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -782605.000000 Penalty: 4395.791992
	Iteration 1F: 3 clusters Score -782605 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -782922.437500 Penalty: 4395.791992
	Iteration 2F: 3 clusters Score -782922.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -783177.750000 Penalty: 4395.791992
	Iteration 3F: 3 clusters Score -783177.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -783468.000000 Penalty: 4395.791992
	Iteration 4F: 3 clusters Score -783468 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -783780.500000 Penalty: 4395.791992
	Iteration 5F: 3 clusters Score -783780.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -784139.312500 Penalty: 4395.791992
	Iteration 6F: 3 clusters Score -784139.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -784524.125000 Penalty: 4395.791992
	Iteration 7F: 3 clusters Score -784524.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -784892.437500 Penalty: 4395.791992
	Iteration 8F: 3 clusters Score -784892.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -785274.875000 Penalty: 4395.791992
	Iteration 9Q: 3 clusters Score -785274.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -785667.187500 Penalty: 4395.791992
	Iteration 10Q: 3 clusters Score -785667.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -785948.375000 Penalty: 4395.791992
	Iteration 11Q: 3 clusters Score -785948.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -786103.375000 Penalty: 4395.791992
	Iteration 12Q: 3 clusters Score -786103.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -786202.687500 Penalty: 4395.791992
	Iteration 13Q: 3 clusters Score -786202.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -786276.937500 Penalty: 4395.791992
	Iteration 14Q: 3 clusters Score -786276.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -786352.250000 Penalty: 4395.791992
	Iteration 15Q: 3 clusters Score -786352.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -786421.875000 Penalty: 4395.791992
	Iteration 16Q: 3 clusters Score -786421.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -786489.125000 Penalty: 4395.791992
	Iteration 17Q: 3 clusters Score -786489.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -786533.875000 Penalty: 4395.791992
	Iteration 18Q: 3 clusters Score -786533.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -786569.500000 Penalty: 4395.791992
	Iteration 19Q: 3 clusters Score -786569.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -786613.000000 Penalty: 4395.791992
	Iteration 20F: 3 clusters Score -786613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -786646.437500 Penalty: 4395.791992
	Iteration 21Q: 3 clusters Score -786646.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -786664.875000 Penalty: 4395.791992
	Iteration 22Q: 3 clusters Score -786664.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -786671.312500 Penalty: 4395.791992
	Iteration 23Q: 3 clusters Score -786671.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -786681.687500 Penalty: 4395.791992
	Iteration 24Q: 3 clusters Score -786681.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -786687.625000 Penalty: 4395.791992
	Iteration 25Q: 3 clusters Score -786687.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -786694.312500 Penalty: 4395.791992
	Iteration 26Q: 3 clusters Score -786694.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -786697.312500 Penalty: 4395.791992
	Iteration 27Q: 3 clusters Score -786697.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -786704.312500 Penalty: 4395.791992
	Iteration 28Q: 3 clusters Score -786704.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -786706.750000 Penalty: 4395.791992
	Iteration 29Q: 3 clusters Score -786706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -786705.750000 Penalty: 4395.791992
	Iteration 30Q: 3 clusters Score -786705.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -786709.312500 Penalty: 4395.791992
	Iteration 31Q: 3 clusters Score -786709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -786707.812500 Penalty: 4395.791992
	Iteration 32Q: 3 clusters Score -786707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -786708.312500 Penalty: 4395.791992
	Iteration 33Q: 3 clusters Score -786708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -786707.500000 Penalty: 4395.791992
	Iteration 34Q: 3 clusters Score -786707.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -786708.875000 Penalty: 4395.791992
	Iteration 35Q: 3 clusters Score -786708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -786709.000000 Penalty: 4395.791992
	Iteration 36Q: 3 clusters Score -786709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -786710.000000 Penalty: 4395.791992
	Iteration 37Q: 3 clusters Score -786710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -786712.562500 Penalty: 4395.791992
	Iteration 38Q: 3 clusters Score -786712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -786711.437500 Penalty: 4395.791992
	Iteration 39Q: 3 clusters Score -786711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -786711.375000 Penalty: 4395.791992
	Iteration 40F: 3 clusters Score -786711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -786711.750000 Penalty: 4395.791992
	Iteration 41Q: 3 clusters Score -786711.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -786711.750000 Penalty: 4395.791992
	Iteration 42F: 3 clusters Score -786711.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Entering Unmasked Estep 
Score: -6061503.500000 Penalty: 2698.876221
	Iteration 0F: 2 clusters Score -6061504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -6025970.500000 Penalty: 5397.752441
	Iteration 0F: 3 clusters Score -6025970 nChanged 24542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -6039331.500000 Penalty: 5397.752441
	Iteration 1F: 3 clusters Score -6039332 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6039869.500000 Penalty: 5397.752441
	Iteration 2Q: 3 clusters Score -6039870 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -6040323.500000 Penalty: 5397.752441
	Iteration 3Q: 3 clusters Score -6040324 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -6040726.000000 Penalty: 5397.752441
	Iteration 4Q: 3 clusters Score -6040726 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -6041235.000000 Penalty: 5397.752441
	Iteration 5Q: 3 clusters Score -6041235 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -6041779.500000 Penalty: 5397.752441
	Iteration 6Q: 3 clusters Score -6041780 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -6042435.000000 Penalty: 5397.752441
	Iteration 7Q: 3 clusters Score -6042435 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -6043234.000000 Penalty: 5397.752441
	Iteration 8Q: 3 clusters Score -6043234 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -6044175.500000 Penalty: 5397.752441
	Iteration 9Q: 3 clusters Score -6044176 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -6045355.500000 Penalty: 5397.752441
	Iteration 10Q: 3 clusters Score -6045356 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -6046852.500000 Penalty: 5397.752441
	Iteration 11Q: 3 clusters Score -6046852 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -6048641.500000 Penalty: 5397.752441
	Iteration 12F: 3 clusters Score -6048642 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -6050666.500000 Penalty: 5397.752441
	Iteration 13F: 3 clusters Score -6050666 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -6052739.000000 Penalty: 5397.752441
	Iteration 14Q: 3 clusters Score -6052739 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -6054480.500000 Penalty: 5397.752441
	Iteration 15Q: 3 clusters Score -6054480 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -6055851.000000 Penalty: 5397.752441
	Iteration 16Q: 3 clusters Score -6055851 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -6056856.500000 Penalty: 5397.752441
	Iteration 17Q: 3 clusters Score -6056856 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6057571.000000 Penalty: 5397.752441
	Iteration 18Q: 3 clusters Score -6057571 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6058057.500000 Penalty: 5397.752441
	Iteration 19Q: 3 clusters Score -6058058 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6058422.500000 Penalty: 5397.752441
	Iteration 20F: 3 clusters Score -6058422 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6058675.000000 Penalty: 5397.752441
	Iteration 21Q: 3 clusters Score -6058675 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6058840.500000 Penalty: 5397.752441
	Iteration 22Q: 3 clusters Score -6058840 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6058969.000000 Penalty: 5397.752441
	Iteration 23Q: 3 clusters Score -6058969 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6059051.000000 Penalty: 5397.752441
	Iteration 24Q: 3 clusters Score -6059051 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6059132.000000 Penalty: 5397.752441
	Iteration 25Q: 3 clusters Score -6059132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6059207.500000 Penalty: 5397.752441
	Iteration 26Q: 3 clusters Score -6059208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6059267.500000 Penalty: 5397.752441
	Iteration 27Q: 3 clusters Score -6059268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6059312.000000 Penalty: 5397.752441
	Iteration 28Q: 3 clusters Score -6059312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6059330.000000 Penalty: 5397.752441
	Iteration 29Q: 3 clusters Score -6059330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6059347.000000 Penalty: 5397.752441
	Iteration 30Q: 3 clusters Score -6059347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6059355.000000 Penalty: 5397.752441
	Iteration 31Q: 3 clusters Score -6059355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6059374.500000 Penalty: 5397.752441
	Iteration 32Q: 3 clusters Score -6059374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6059389.500000 Penalty: 5397.752441
	Iteration 33Q: 3 clusters Score -6059390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6059408.500000 Penalty: 5397.752441
	Iteration 34Q: 3 clusters Score -6059408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6059411.500000 Penalty: 5397.752441
	Iteration 35Q: 3 clusters Score -6059412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6059424.000000 Penalty: 5397.752441
	Iteration 36Q: 3 clusters Score -6059424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6059428.000000 Penalty: 5397.752441
	Iteration 37Q: 3 clusters Score -6059428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6059430.000000 Penalty: 5397.752441
	Iteration 38Q: 3 clusters Score -6059430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6059429.500000 Penalty: 5397.752441
	Iteration 39Q: 3 clusters Score -6059430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6059428.000000 Penalty: 5397.752441
	Iteration 40F: 3 clusters Score -6059428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6059433.000000 Penalty: 5397.752441
	Iteration 41Q: 3 clusters Score -6059433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6059433.000000 Penalty: 5397.752441
	Iteration 42Q: 3 clusters Score -6059433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6059435.000000 Penalty: 5397.752441
	Iteration 43Q: 3 clusters Score -6059435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6059435.500000 Penalty: 5397.752441
	Iteration 44Q: 3 clusters Score -6059436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6059434.000000 Penalty: 5397.752441
	Iteration 45Q: 3 clusters Score -6059434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6059434.000000 Penalty: 5397.752441
	Iteration 46F: 3 clusters Score -6059434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213790 members 
Entering Unmasked Estep 
Score: -24544268.000000 Penalty: 3043.642090
	Iteration 0F: 2 clusters Score -2.454427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106625 members 
Mstep: Class 2 contains 107165 members 
Entering Unmasked Estep 
Score: -24421220.000000 Penalty: 6087.284180
	Iteration 0F: 3 clusters Score -2.442122e+07 nChanged 102864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -24481362.000000 Penalty: 6087.284180
	Iteration 1F: 3 clusters Score -2.448136e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 117712 members 
Entering Unmasked Estep 
Score: -24483272.000000 Penalty: 6087.284180
	Iteration 2Q: 3 clusters Score -2.448327e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -24486866.000000 Penalty: 6087.284180
	Iteration 3Q: 3 clusters Score -2.448687e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 135180 members 
Entering Unmasked Estep 
Score: -24493244.000000 Penalty: 6087.284180
	Iteration 4F: 3 clusters Score -2.449324e+07 nChanged 15852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 149574 members 
Entering Unmasked Estep 
Score: -24503920.000000 Penalty: 6087.284180
	Iteration 5F: 3 clusters Score -2.450392e+07 nChanged 17967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 166491 members 
Entering Unmasked Estep 
Score: -24516086.000000 Penalty: 6087.284180
	Iteration 6F: 3 clusters Score -2.451609e+07 nChanged 17119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 183018 members 
Entering Unmasked Estep 
Score: -24524296.000000 Penalty: 6087.284180
	Iteration 7F: 3 clusters Score -2.45243e+07 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 195853 members 
Entering Unmasked Estep 
Score: -24530274.000000 Penalty: 6087.284180
	Iteration 8F: 3 clusters Score -2.453027e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 204537 members 
Entering Unmasked Estep 
Score: -24535010.000000 Penalty: 6087.284180
	Iteration 9Q: 3 clusters Score -2.453501e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 209509 members 
Entering Unmasked Estep 
Score: -24538320.000000 Penalty: 6087.284180
	Iteration 10Q: 3 clusters Score -2.453832e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 211901 members 
Entering Unmasked Estep 
Score: -24540184.000000 Penalty: 6087.284180
	Iteration 11Q: 3 clusters Score -2.454018e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 212817 members 
Entering Unmasked Estep 
Score: -24540920.000000 Penalty: 6087.284180
	Iteration 12Q: 3 clusters Score -2.454092e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 213153 members 
Entering Unmasked Estep 
Score: -24541276.000000 Penalty: 6087.284180
	Iteration 13Q: 3 clusters Score -2.454128e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 213267 members 
Entering Unmasked Estep 
Score: -24541452.000000 Penalty: 6087.284180
	Iteration 14Q: 3 clusters Score -2.454145e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 213312 members 
Entering Unmasked Estep 
Score: -24541558.000000 Penalty: 6087.284180
	Iteration 15Q: 3 clusters Score -2.454156e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 213340 members 
Entering Unmasked Estep 
Score: -24541598.000000 Penalty: 6087.284180
	Iteration 16Q: 3 clusters Score -2.45416e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 213364 members 
Entering Unmasked Estep 
Score: -24541648.000000 Penalty: 6087.284180
	Iteration 17Q: 3 clusters Score -2.454165e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 213379 members 
Entering Unmasked Estep 
Score: -24541672.000000 Penalty: 6087.284180
	Iteration 18Q: 3 clusters Score -2.454167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 213388 members 
Entering Unmasked Estep 
Score: -24541714.000000 Penalty: 6087.284180
	Iteration 19Q: 3 clusters Score -2.454171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 213399 members 
Entering Unmasked Estep 
Score: -24541732.000000 Penalty: 6087.284180
	Iteration 20F: 3 clusters Score -2.454173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 213411 members 
Entering Unmasked Estep 
Score: -24541774.000000 Penalty: 6087.284180
	Iteration 21Q: 3 clusters Score -2.454177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 213417 members 
Entering Unmasked Estep 
Score: -24541766.000000 Penalty: 6087.284180
	Iteration 22Q: 3 clusters Score -2.454177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 213423 members 
Entering Unmasked Estep 
Score: -24541774.000000 Penalty: 6087.284180
	Iteration 23Q: 3 clusters Score -2.454177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 213425 members 
Entering Unmasked Estep 
Score: -24541790.000000 Penalty: 6087.284180
	Iteration 24Q: 3 clusters Score -2.454179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 213425 members 
Entering Unmasked Estep 
Score: -24541802.000000 Penalty: 6087.284180
	Iteration 25Q: 3 clusters Score -2.45418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 213429 members 
Entering Unmasked Estep 
Score: -24541808.000000 Penalty: 6087.284180
	Iteration 26Q: 3 clusters Score -2.454181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 213433 members 
Entering Unmasked Estep 
Score: -24541816.000000 Penalty: 6087.284180
	Iteration 27Q: 3 clusters Score -2.454182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 213435 members 
Entering Unmasked Estep 
Score: -24541822.000000 Penalty: 6087.284180
	Iteration 28Q: 3 clusters Score -2.454182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 213433 members 
Entering Unmasked Estep 
Score: -24541820.000000 Penalty: 6087.284180
	Iteration 29Q: 3 clusters Score -2.454182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 213433 members 
Entering Unmasked Estep 
Score: -24541820.000000 Penalty: 6087.284180
	Iteration 30F: 3 clusters Score -2.454182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -884739.937500 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -884739.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -878286.750000 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -878286.8 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -880043.062500 Penalty: 4465.095703
	Iteration 1F: 3 clusters Score -880043.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -880368.687500 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -880368.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -880649.125000 Penalty: 4465.095703
	Iteration 3F: 3 clusters Score -880649.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -880921.812500 Penalty: 4465.095703
	Iteration 4F: 3 clusters Score -880921.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -881164.812500 Penalty: 4465.095703
	Iteration 5Q: 3 clusters Score -881164.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -881402.000000 Penalty: 4465.095703
	Iteration 6Q: 3 clusters Score -881402 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -881645.125000 Penalty: 4465.095703
	Iteration 7Q: 3 clusters Score -881645.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -881838.187500 Penalty: 4465.095703
	Iteration 8Q: 3 clusters Score -881838.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -882007.562500 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -882007.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -882151.937500 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -882151.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -882274.625000 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -882274.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -882407.937500 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -882407.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -882571.312500 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -882571.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -882778.500000 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -882778.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -883056.375000 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -883056.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -883364.750000 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -883364.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -883630.937500 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -883630.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -883793.500000 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -883793.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -883906.937500 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -883906.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -883969.875000 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -883969.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -884019.875000 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -884019.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -884074.875000 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -884074.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -884111.125000 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -884111.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -884126.562500 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -884126.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -884141.375000 Penalty: 4465.095703
	Iteration 25Q: 3 clusters Score -884141.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -884148.000000 Penalty: 4465.095703
	Iteration 26Q: 3 clusters Score -884148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -884156.500000 Penalty: 4465.095703
	Iteration 27Q: 3 clusters Score -884156.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -884160.312500 Penalty: 4465.095703
	Iteration 28Q: 3 clusters Score -884160.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -884164.312500 Penalty: 4465.095703
	Iteration 29Q: 3 clusters Score -884164.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -884165.687500 Penalty: 4465.095703
	Iteration 30Q: 3 clusters Score -884165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -884168.687500 Penalty: 4465.095703
	Iteration 31Q: 3 clusters Score -884168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -884170.375000 Penalty: 4465.095703
	Iteration 32Q: 3 clusters Score -884170.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -884171.812500 Penalty: 4465.095703
	Iteration 33Q: 3 clusters Score -884171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -884170.625000 Penalty: 4465.095703
	Iteration 34Q: 3 clusters Score -884170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -884171.625000 Penalty: 4465.095703
	Iteration 35Q: 3 clusters Score -884171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -884170.187500 Penalty: 4465.095703
	Iteration 36Q: 3 clusters Score -884170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -884170.187500 Penalty: 4465.095703
	Iteration 37F: 3 clusters Score -884170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -255558.843750 Penalty: 1950.947021
	Iteration 0F: 2 clusters Score -255558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -252572.984375 Penalty: 3901.894043
	Iteration 0F: 3 clusters Score -252573 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -253359.359375 Penalty: 3901.894043
	Iteration 1F: 3 clusters Score -253359.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -253736.125000 Penalty: 3901.894043
	Iteration 2F: 3 clusters Score -253736.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253967.562500 Penalty: 3901.894043
	Iteration 3F: 3 clusters Score -253967.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -254209.375000 Penalty: 3901.894043
	Iteration 4F: 3 clusters Score -254209.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -254433.312500 Penalty: 3901.894043
	Iteration 5F: 3 clusters Score -254433.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254611.234375 Penalty: 3901.894043
	Iteration 6Q: 3 clusters Score -254611.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254783.093750 Penalty: 3901.894043
	Iteration 7Q: 3 clusters Score -254783.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -254925.703125 Penalty: 3901.894043
	Iteration 8Q: 3 clusters Score -254925.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -255054.328125 Penalty: 3901.894043
	Iteration 9Q: 3 clusters Score -255054.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -255121.171875 Penalty: 3901.894043
	Iteration 10Q: 3 clusters Score -255121.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -255168.390625 Penalty: 3901.894043
	Iteration 11Q: 3 clusters Score -255168.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -255197.234375 Penalty: 3901.894043
	Iteration 12Q: 3 clusters Score -255197.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -255210.250000 Penalty: 3901.894043
	Iteration 13Q: 3 clusters Score -255210.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -255218.031250 Penalty: 3901.894043
	Iteration 14Q: 3 clusters Score -255218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -255223.812500 Penalty: 3901.894043
	Iteration 15Q: 3 clusters Score -255223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -255227.968750 Penalty: 3901.894043
	Iteration 16Q: 3 clusters Score -255228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -255230.468750 Penalty: 3901.894043
	Iteration 17Q: 3 clusters Score -255230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -255231.625000 Penalty: 3901.894043
	Iteration 18Q: 3 clusters Score -255231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -255231.593750 Penalty: 3901.894043
	Iteration 19Q: 3 clusters Score -255231.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -255231.593750 Penalty: 3901.894043
	Iteration 20F: 3 clusters Score -255231.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Entering Unmasked Estep 
Score: -1520111.250000 Penalty: 2379.118164
	Iteration 0F: 2 clusters Score -1520111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1509550.625000 Penalty: 4758.236328
	Iteration 0F: 3 clusters Score -1509551 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1513239.500000 Penalty: 4758.236328
	Iteration 1F: 3 clusters Score -1513240 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1513890.250000 Penalty: 4758.236328
	Iteration 2F: 3 clusters Score -1513890 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1514525.750000 Penalty: 4758.236328
	Iteration 3F: 3 clusters Score -1514526 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1515139.875000 Penalty: 4758.236328
	Iteration 4F: 3 clusters Score -1515140 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1515773.000000 Penalty: 4758.236328
	Iteration 5F: 3 clusters Score -1515773 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1516382.625000 Penalty: 4758.236328
	Iteration 6F: 3 clusters Score -1516383 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1517026.750000 Penalty: 4758.236328
	Iteration 7F: 3 clusters Score -1517027 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1517592.125000 Penalty: 4758.236328
	Iteration 8Q: 3 clusters Score -1517592 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1518029.500000 Penalty: 4758.236328
	Iteration 9Q: 3 clusters Score -1518030 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1518323.000000 Penalty: 4758.236328
	Iteration 10Q: 3 clusters Score -1518323 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1518533.000000 Penalty: 4758.236328
	Iteration 11Q: 3 clusters Score -1518533 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1518686.000000 Penalty: 4758.236328
	Iteration 12Q: 3 clusters Score -1518686 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1518792.500000 Penalty: 4758.236328
	Iteration 13Q: 3 clusters Score -1518792 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1518862.250000 Penalty: 4758.236328
	Iteration 14Q: 3 clusters Score -1518862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1518920.500000 Penalty: 4758.236328
	Iteration 15Q: 3 clusters Score -1518920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1518976.875000 Penalty: 4758.236328
	Iteration 16Q: 3 clusters Score -1518977 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1519030.250000 Penalty: 4758.236328
	Iteration 17Q: 3 clusters Score -1519030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1519074.750000 Penalty: 4758.236328
	Iteration 18Q: 3 clusters Score -1519075 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1519113.750000 Penalty: 4758.236328
	Iteration 19Q: 3 clusters Score -1519114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1519175.000000 Penalty: 4758.236328
	Iteration 20F: 3 clusters Score -1519175 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1519230.875000 Penalty: 4758.236328
	Iteration 21Q: 3 clusters Score -1519231 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1519286.125000 Penalty: 4758.236328
	Iteration 22Q: 3 clusters Score -1519286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1519328.250000 Penalty: 4758.236328
	Iteration 23Q: 3 clusters Score -1519328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1519356.750000 Penalty: 4758.236328
	Iteration 24Q: 3 clusters Score -1519357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1519379.750000 Penalty: 4758.236328
	Iteration 25Q: 3 clusters Score -1519380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1519387.000000 Penalty: 4758.236328
	Iteration 26Q: 3 clusters Score -1519387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1519394.375000 Penalty: 4758.236328
	Iteration 27Q: 3 clusters Score -1519394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1519399.375000 Penalty: 4758.236328
	Iteration 28Q: 3 clusters Score -1519399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1519400.250000 Penalty: 4758.236328
	Iteration 29Q: 3 clusters Score -1519400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1519405.375000 Penalty: 4758.236328
	Iteration 30Q: 3 clusters Score -1519405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1519405.750000 Penalty: 4758.236328
	Iteration 31Q: 3 clusters Score -1519406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1519409.625000 Penalty: 4758.236328
	Iteration 32Q: 3 clusters Score -1519410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1519411.250000 Penalty: 4758.236328
	Iteration 33Q: 3 clusters Score -1519411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1519412.000000 Penalty: 4758.236328
	Iteration 34Q: 3 clusters Score -1519412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1519410.750000 Penalty: 4758.236328
	Iteration 35Q: 3 clusters Score -1519411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1519410.625000 Penalty: 4758.236328
	Iteration 36Q: 3 clusters Score -1519411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1519411.875000 Penalty: 4758.236328
	Iteration 37Q: 3 clusters Score -1519412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1519411.125000 Penalty: 4758.236328
	Iteration 38Q: 3 clusters Score -1519411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1519411.125000 Penalty: 4758.236328
	Iteration 39Q: 3 clusters Score -1519411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1519412.125000 Penalty: 4758.236328
	Iteration 40F: 3 clusters Score -1519412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1519413.875000 Penalty: 4758.236328
	Iteration 41Q: 3 clusters Score -1519414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1519413.375000 Penalty: 4758.236328
	Iteration 42Q: 3 clusters Score -1519413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1519415.750000 Penalty: 4758.236328
	Iteration 43Q: 3 clusters Score -1519416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1519415.000000 Penalty: 4758.236328
	Iteration 44Q: 3 clusters Score -1519415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1519415.500000 Penalty: 4758.236328
	Iteration 45Q: 3 clusters Score -1519416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1519415.500000 Penalty: 4758.236328
	Iteration 46F: 3 clusters Score -1519416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Entering Unmasked Estep 
Score: -1640670.125000 Penalty: 2403.407715
	Iteration 0F: 2 clusters Score -1640670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1629123.500000 Penalty: 4806.815430
	Iteration 0F: 3 clusters Score -1629124 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1633445.875000 Penalty: 4806.815430
	Iteration 1F: 3 clusters Score -1633446 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1634503.125000 Penalty: 4806.815430
	Iteration 2F: 3 clusters Score -1634503 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1635648.500000 Penalty: 4806.815430
	Iteration 3F: 3 clusters Score -1635648 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1636654.875000 Penalty: 4806.815430
	Iteration 4F: 3 clusters Score -1636655 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1637405.375000 Penalty: 4806.815430
	Iteration 5F: 3 clusters Score -1637405 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1637859.875000 Penalty: 4806.815430
	Iteration 6F: 3 clusters Score -1637860 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1638171.875000 Penalty: 4806.815430
	Iteration 7Q: 3 clusters Score -1638172 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1638385.125000 Penalty: 4806.815430
	Iteration 8Q: 3 clusters Score -1638385 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1638534.500000 Penalty: 4806.815430
	Iteration 9Q: 3 clusters Score -1638534 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1638636.000000 Penalty: 4806.815430
	Iteration 10Q: 3 clusters Score -1638636 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1638718.875000 Penalty: 4806.815430
	Iteration 11Q: 3 clusters Score -1638719 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1638776.000000 Penalty: 4806.815430
	Iteration 12Q: 3 clusters Score -1638776 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1638828.500000 Penalty: 4806.815430
	Iteration 13Q: 3 clusters Score -1638828 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1638864.125000 Penalty: 4806.815430
	Iteration 14Q: 3 clusters Score -1638864 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1638889.500000 Penalty: 4806.815430
	Iteration 15Q: 3 clusters Score -1638890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1638910.375000 Penalty: 4806.815430
	Iteration 16Q: 3 clusters Score -1638910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1638926.250000 Penalty: 4806.815430
	Iteration 17Q: 3 clusters Score -1638926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1638933.125000 Penalty: 4806.815430
	Iteration 18Q: 3 clusters Score -1638933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1638948.125000 Penalty: 4806.815430
	Iteration 19Q: 3 clusters Score -1638948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1638961.625000 Penalty: 4806.815430
	Iteration 20F: 3 clusters Score -1638962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1638972.250000 Penalty: 4806.815430
	Iteration 21Q: 3 clusters Score -1638972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1638990.625000 Penalty: 4806.815430
	Iteration 22Q: 3 clusters Score -1638991 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1639010.500000 Penalty: 4806.815430
	Iteration 23Q: 3 clusters Score -1639010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1639027.375000 Penalty: 4806.815430
	Iteration 24Q: 3 clusters Score -1639027 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1639040.125000 Penalty: 4806.815430
	Iteration 25Q: 3 clusters Score -1639040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1639049.625000 Penalty: 4806.815430
	Iteration 26Q: 3 clusters Score -1639050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1639057.250000 Penalty: 4806.815430
	Iteration 27Q: 3 clusters Score -1639057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1639072.000000 Penalty: 4806.815430
	Iteration 28Q: 3 clusters Score -1639072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1639080.250000 Penalty: 4806.815430
	Iteration 29Q: 3 clusters Score -1639080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1639087.875000 Penalty: 4806.815430
	Iteration 30Q: 3 clusters Score -1639088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1639101.500000 Penalty: 4806.815430
	Iteration 31Q: 3 clusters Score -1639102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1639110.500000 Penalty: 4806.815430
	Iteration 32Q: 3 clusters Score -1639110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1639120.875000 Penalty: 4806.815430
	Iteration 33Q: 3 clusters Score -1639121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1639129.375000 Penalty: 4806.815430
	Iteration 34Q: 3 clusters Score -1639129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1639135.625000 Penalty: 4806.815430
	Iteration 35Q: 3 clusters Score -1639136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1639149.125000 Penalty: 4806.815430
	Iteration 36Q: 3 clusters Score -1639149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1639155.500000 Penalty: 4806.815430
	Iteration 37Q: 3 clusters Score -1639156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1639156.625000 Penalty: 4806.815430
	Iteration 38Q: 3 clusters Score -1639157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1639156.875000 Penalty: 4806.815430
	Iteration 39Q: 3 clusters Score -1639157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1639163.625000 Penalty: 4806.815430
	Iteration 40F: 3 clusters Score -1639164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1639161.500000 Penalty: 4806.815430
	Iteration 41Q: 3 clusters Score -1639162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1639170.250000 Penalty: 4806.815430
	Iteration 42Q: 3 clusters Score -1639170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1639176.375000 Penalty: 4806.815430
	Iteration 43Q: 3 clusters Score -1639176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1639179.875000 Penalty: 4806.815430
	Iteration 44Q: 3 clusters Score -1639180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1639185.625000 Penalty: 4806.815430
	Iteration 45Q: 3 clusters Score -1639186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1639193.500000 Penalty: 4806.815430
	Iteration 46Q: 3 clusters Score -1639194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1639204.625000 Penalty: 4806.815430
	Iteration 47Q: 3 clusters Score -1639205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1639215.000000 Penalty: 4806.815430
	Iteration 48Q: 3 clusters Score -1639215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1639215.000000 Penalty: 4806.815430
	Iteration 49Q: 3 clusters Score -1639215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1639221.000000 Penalty: 4806.815430
	Iteration 50Q: 3 clusters Score -1639221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1639227.250000 Penalty: 4806.815430
	Iteration 51Q: 3 clusters Score -1639227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1639232.500000 Penalty: 4806.815430
	Iteration 52Q: 3 clusters Score -1639232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1639239.875000 Penalty: 4806.815430
	Iteration 53Q: 3 clusters Score -1639240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1639243.000000 Penalty: 4806.815430
	Iteration 54Q: 3 clusters Score -1639243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1639247.250000 Penalty: 4806.815430
	Iteration 55Q: 3 clusters Score -1639247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1639252.375000 Penalty: 4806.815430
	Iteration 56Q: 3 clusters Score -1639252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1639256.750000 Penalty: 4806.815430
	Iteration 57Q: 3 clusters Score -1639257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1639261.375000 Penalty: 4806.815430
	Iteration 58Q: 3 clusters Score -1639261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1639268.625000 Penalty: 4806.815430
	Iteration 59Q: 3 clusters Score -1639269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1639269.250000 Penalty: 4806.815430
	Iteration 60F: 3 clusters Score -1639269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1639271.875000 Penalty: 4806.815430
	Iteration 61Q: 3 clusters Score -1639272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1639272.750000 Penalty: 4806.815430
	Iteration 62Q: 3 clusters Score -1639273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1639272.625000 Penalty: 4806.815430
	Iteration 63Q: 3 clusters Score -1639273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1639270.125000 Penalty: 4806.815430
	Iteration 64Q: 3 clusters Score -1639270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1639275.000000 Penalty: 4806.815430
	Iteration 65Q: 3 clusters Score -1639275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1639274.250000 Penalty: 4806.815430
	Iteration 66Q: 3 clusters Score -1639274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1639283.000000 Penalty: 4806.815430
	Iteration 67Q: 3 clusters Score -1639283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1639284.250000 Penalty: 4806.815430
	Iteration 68Q: 3 clusters Score -1639284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1639286.625000 Penalty: 4806.815430
	Iteration 69Q: 3 clusters Score -1639287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1639286.375000 Penalty: 4806.815430
	Iteration 70Q: 3 clusters Score -1639286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1639286.875000 Penalty: 4806.815430
	Iteration 71Q: 3 clusters Score -1639287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1639287.500000 Penalty: 4806.815430
	Iteration 72Q: 3 clusters Score -1639288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1639287.125000 Penalty: 4806.815430
	Iteration 73Q: 3 clusters Score -1639287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1639285.750000 Penalty: 4806.815430
	Iteration 74Q: 3 clusters Score -1639286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1639285.500000 Penalty: 4806.815430
	Iteration 75Q: 3 clusters Score -1639286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1639289.000000 Penalty: 4806.815430
	Iteration 76Q: 3 clusters Score -1639289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1639290.250000 Penalty: 4806.815430
	Iteration 77Q: 3 clusters Score -1639290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1639290.625000 Penalty: 4806.815430
	Iteration 78Q: 3 clusters Score -1639291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1639291.250000 Penalty: 4806.815430
	Iteration 79Q: 3 clusters Score -1639291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1639299.375000 Penalty: 4806.815430
	Iteration 80F: 3 clusters Score -1639299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1639295.750000 Penalty: 4806.815430
	Iteration 81Q: 3 clusters Score -1639296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1639299.375000 Penalty: 4806.815430
	Iteration 82Q: 3 clusters Score -1639299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1639301.625000 Penalty: 4806.815430
	Iteration 83Q: 3 clusters Score -1639302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1639308.500000 Penalty: 4806.815430
	Iteration 84Q: 3 clusters Score -1639308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1639309.375000 Penalty: 4806.815430
	Iteration 85Q: 3 clusters Score -1639309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1639310.375000 Penalty: 4806.815430
	Iteration 86Q: 3 clusters Score -1639310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1639313.250000 Penalty: 4806.815430
	Iteration 87Q: 3 clusters Score -1639313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1639314.375000 Penalty: 4806.815430
	Iteration 88Q: 3 clusters Score -1639314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1639320.875000 Penalty: 4806.815430
	Iteration 89Q: 3 clusters Score -1639321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1639319.250000 Penalty: 4806.815430
	Iteration 90Q: 3 clusters Score -1639319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1639326.250000 Penalty: 4806.815430
	Iteration 91Q: 3 clusters Score -1639326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1639327.125000 Penalty: 4806.815430
	Iteration 92Q: 3 clusters Score -1639327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1639332.250000 Penalty: 4806.815430
	Iteration 93Q: 3 clusters Score -1639332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1639336.625000 Penalty: 4806.815430
	Iteration 94Q: 3 clusters Score -1639337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1639337.500000 Penalty: 4806.815430
	Iteration 95Q: 3 clusters Score -1639338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1639341.875000 Penalty: 4806.815430
	Iteration 96Q: 3 clusters Score -1639342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1639343.000000 Penalty: 4806.815430
	Iteration 97Q: 3 clusters Score -1639343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1639343.750000 Penalty: 4806.815430
	Iteration 98Q: 3 clusters Score -1639344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1639347.625000 Penalty: 4806.815430
	Iteration 99Q: 3 clusters Score -1639348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1639347.750000 Penalty: 4806.815430
	Iteration 100F: 3 clusters Score -1639348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1639353.125000 Penalty: 4806.815430
	Iteration 101Q: 3 clusters Score -1639353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1639355.750000 Penalty: 4806.815430
	Iteration 102Q: 3 clusters Score -1639356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1639355.375000 Penalty: 4806.815430
	Iteration 103Q: 3 clusters Score -1639355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1639358.875000 Penalty: 4806.815430
	Iteration 104Q: 3 clusters Score -1639359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1639354.875000 Penalty: 4806.815430
	Iteration 105Q: 3 clusters Score -1639355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1639356.875000 Penalty: 4806.815430
	Iteration 106Q: 3 clusters Score -1639357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1639359.500000 Penalty: 4806.815430
	Iteration 107Q: 3 clusters Score -1639360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1639361.500000 Penalty: 4806.815430
	Iteration 108Q: 3 clusters Score -1639362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1639367.125000 Penalty: 4806.815430
	Iteration 109Q: 3 clusters Score -1639367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1639363.500000 Penalty: 4806.815430
	Iteration 110Q: 3 clusters Score -1639364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1639364.250000 Penalty: 4806.815430
	Iteration 111Q: 3 clusters Score -1639364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1639366.000000 Penalty: 4806.815430
	Iteration 112Q: 3 clusters Score -1639366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1639369.500000 Penalty: 4806.815430
	Iteration 113Q: 3 clusters Score -1639370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1639372.125000 Penalty: 4806.815430
	Iteration 114Q: 3 clusters Score -1639372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1639376.375000 Penalty: 4806.815430
	Iteration 115Q: 3 clusters Score -1639376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1639373.500000 Penalty: 4806.815430
	Iteration 116Q: 3 clusters Score -1639374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1639379.125000 Penalty: 4806.815430
	Iteration 117Q: 3 clusters Score -1639379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1639378.625000 Penalty: 4806.815430
	Iteration 118Q: 3 clusters Score -1639379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1639378.750000 Penalty: 4806.815430
	Iteration 119Q: 3 clusters Score -1639379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1639378.875000 Penalty: 4806.815430
	Iteration 120F: 3 clusters Score -1639379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1639383.375000 Penalty: 4806.815430
	Iteration 121Q: 3 clusters Score -1639383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1639389.375000 Penalty: 4806.815430
	Iteration 122Q: 3 clusters Score -1639389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1639391.000000 Penalty: 4806.815430
	Iteration 123Q: 3 clusters Score -1639391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1639393.000000 Penalty: 4806.815430
	Iteration 124Q: 3 clusters Score -1639393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1639393.375000 Penalty: 4806.815430
	Iteration 125Q: 3 clusters Score -1639393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1639392.625000 Penalty: 4806.815430
	Iteration 126Q: 3 clusters Score -1639393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1639391.250000 Penalty: 4806.815430
	Iteration 127Q: 3 clusters Score -1639391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1639395.000000 Penalty: 4806.815430
	Iteration 128Q: 3 clusters Score -1639395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1639400.375000 Penalty: 4806.815430
	Iteration 129Q: 3 clusters Score -1639400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1639397.125000 Penalty: 4806.815430
	Iteration 130Q: 3 clusters Score -1639397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1639400.500000 Penalty: 4806.815430
	Iteration 131Q: 3 clusters Score -1639400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1639398.750000 Penalty: 4806.815430
	Iteration 132Q: 3 clusters Score -1639399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1639403.000000 Penalty: 4806.815430
	Iteration 133Q: 3 clusters Score -1639403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1639403.875000 Penalty: 4806.815430
	Iteration 134Q: 3 clusters Score -1639404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1639407.375000 Penalty: 4806.815430
	Iteration 135Q: 3 clusters Score -1639407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1639402.125000 Penalty: 4806.815430
	Iteration 136Q: 3 clusters Score -1639402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1639404.750000 Penalty: 4806.815430
	Iteration 137Q: 3 clusters Score -1639405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1639409.125000 Penalty: 4806.815430
	Iteration 138Q: 3 clusters Score -1639409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1639405.875000 Penalty: 4806.815430
	Iteration 139Q: 3 clusters Score -1639406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1639405.250000 Penalty: 4806.815430
	Iteration 140F: 3 clusters Score -1639405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1639409.375000 Penalty: 4806.815430
	Iteration 141Q: 3 clusters Score -1639409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1639410.625000 Penalty: 4806.815430
	Iteration 142Q: 3 clusters Score -1639411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1639410.875000 Penalty: 4806.815430
	Iteration 143Q: 3 clusters Score -1639411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1639408.750000 Penalty: 4806.815430
	Iteration 144Q: 3 clusters Score -1639409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1639407.750000 Penalty: 4806.815430
	Iteration 145Q: 3 clusters Score -1639408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1639407.750000 Penalty: 4806.815430
	Iteration 146F: 3 clusters Score -1639408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143146 members 
Entering Unmasked Estep 
Score: -16081707.000000 Penalty: 2944.161865
	Iteration 0F: 2 clusters Score -1.608171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -15985817.000000 Penalty: 5888.323730
	Iteration 0F: 3 clusters Score -1.598582e+07 nChanged 68390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -16025362.000000 Penalty: 5888.323730
	Iteration 1F: 3 clusters Score -1.602536e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -16026584.000000 Penalty: 5888.323730
	Iteration 2Q: 3 clusters Score -1.602658e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -16028235.000000 Penalty: 5888.323730
	Iteration 3Q: 3 clusters Score -1.602824e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -16030717.000000 Penalty: 5888.323730
	Iteration 4Q: 3 clusters Score -1.603072e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -16035160.000000 Penalty: 5888.323730
	Iteration 5F: 3 clusters Score -1.603516e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -16042064.000000 Penalty: 5888.323730
	Iteration 6F: 3 clusters Score -1.604206e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -16050647.000000 Penalty: 5888.323730
	Iteration 7F: 3 clusters Score -1.605065e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -16060031.000000 Penalty: 5888.323730
	Iteration 8F: 3 clusters Score -1.606003e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
Score: -16067705.000000 Penalty: 5888.323730
	Iteration 9F: 3 clusters Score -1.60677e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 125576 members 
Entering Unmasked Estep 
Score: -16073061.000000 Penalty: 5888.323730
	Iteration 10Q: 3 clusters Score -1.607306e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 127678 members 
Entering Unmasked Estep 
Score: -16076004.000000 Penalty: 5888.323730
	Iteration 11Q: 3 clusters Score -1.6076e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 129058 members 
Entering Unmasked Estep 
Score: -16077343.000000 Penalty: 5888.323730
	Iteration 12Q: 3 clusters Score -1.607734e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 130154 members 
Entering Unmasked Estep 
Score: -16078047.000000 Penalty: 5888.323730
	Iteration 13Q: 3 clusters Score -1.607805e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 130992 members 
Entering Unmasked Estep 
Score: -16078462.000000 Penalty: 5888.323730
	Iteration 14Q: 3 clusters Score -1.607846e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 131676 members 
Entering Unmasked Estep 
Score: -16078749.000000 Penalty: 5888.323730
	Iteration 15Q: 3 clusters Score -1.607875e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 132227 members 
Entering Unmasked Estep 
Score: -16078826.000000 Penalty: 5888.323730
	Iteration 16Q: 3 clusters Score -1.607883e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 132717 members 
Entering Unmasked Estep 
Score: -16078888.000000 Penalty: 5888.323730
	Iteration 17Q: 3 clusters Score -1.607889e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 133131 members 
Entering Unmasked Estep 
Score: -16079006.000000 Penalty: 5888.323730
	Iteration 18Q: 3 clusters Score -1.607901e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 133519 members 
Entering Unmasked Estep 
Score: -16079116.000000 Penalty: 5888.323730
	Iteration 19Q: 3 clusters Score -1.607912e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 133852 members 
Entering Unmasked Estep 
Score: -16079204.000000 Penalty: 5888.323730
	Iteration 20F: 3 clusters Score -1.60792e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 134128 members 
Entering Unmasked Estep 
Score: -16079183.000000 Penalty: 5888.323730
	Iteration 21Q: 3 clusters Score -1.607918e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 134378 members 
Entering Unmasked Estep 
Score: -16079279.000000 Penalty: 5888.323730
	Iteration 22Q: 3 clusters Score -1.607928e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 134612 members 
Entering Unmasked Estep 
Score: -16079312.000000 Penalty: 5888.323730
	Iteration 23Q: 3 clusters Score -1.607931e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 134853 members 
Entering Unmasked Estep 
Score: -16079374.000000 Penalty: 5888.323730
	Iteration 24Q: 3 clusters Score -1.607937e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 135097 members 
Entering Unmasked Estep 
Score: -16079425.000000 Penalty: 5888.323730
	Iteration 25Q: 3 clusters Score -1.607942e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -16079459.000000 Penalty: 5888.323730
	Iteration 26Q: 3 clusters Score -1.607946e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 135557 members 
Entering Unmasked Estep 
Score: -16079493.000000 Penalty: 5888.323730
	Iteration 27Q: 3 clusters Score -1.607949e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 135803 members 
Entering Unmasked Estep 
Score: -16079594.000000 Penalty: 5888.323730
	Iteration 28Q: 3 clusters Score -1.607959e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 136032 members 
Entering Unmasked Estep 
Score: -16079636.000000 Penalty: 5888.323730
	Iteration 29Q: 3 clusters Score -1.607964e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 136269 members 
Entering Unmasked Estep 
Score: -16079774.000000 Penalty: 5888.323730
	Iteration 30Q: 3 clusters Score -1.607977e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 136510 members 
Entering Unmasked Estep 
Score: -16079970.000000 Penalty: 5888.323730
	Iteration 31Q: 3 clusters Score -1.607997e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 136754 members 
Entering Unmasked Estep 
Score: -16080203.000000 Penalty: 5888.323730
	Iteration 32Q: 3 clusters Score -1.60802e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -16080425.000000 Penalty: 5888.323730
	Iteration 33Q: 3 clusters Score -1.608042e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 137270 members 
Entering Unmasked Estep 
Score: -16080702.000000 Penalty: 5888.323730
	Iteration 34Q: 3 clusters Score -1.60807e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 137493 members 
Entering Unmasked Estep 
Score: -16080957.000000 Penalty: 5888.323730
	Iteration 35Q: 3 clusters Score -1.608096e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 137678 members 
Entering Unmasked Estep 
Score: -16081033.000000 Penalty: 5888.323730
	Iteration 36Q: 3 clusters Score -1.608103e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 137819 members 
Entering Unmasked Estep 
Score: -16081099.000000 Penalty: 5888.323730
	Iteration 37Q: 3 clusters Score -1.60811e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -16081144.000000 Penalty: 5888.323730
	Iteration 38Q: 3 clusters Score -1.608114e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 137989 members 
Entering Unmasked Estep 
Score: -16081189.000000 Penalty: 5888.323730
	Iteration 39Q: 3 clusters Score -1.608119e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 138049 members 
Entering Unmasked Estep 
Score: -16081203.000000 Penalty: 5888.323730
	Iteration 40F: 3 clusters Score -1.60812e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 138088 members 
Entering Unmasked Estep 
Score: -16081206.000000 Penalty: 5888.323730
	Iteration 41Q: 3 clusters Score -1.608121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 138112 members 
Entering Unmasked Estep 
Score: -16081198.000000 Penalty: 5888.323730
	Iteration 42Q: 3 clusters Score -1.60812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 138123 members 
Entering Unmasked Estep 
Score: -16081186.000000 Penalty: 5888.323730
	Iteration 43Q: 3 clusters Score -1.608119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 138134 members 
Entering Unmasked Estep 
Score: -16081202.000000 Penalty: 5888.323730
	Iteration 44Q: 3 clusters Score -1.60812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 138141 members 
Entering Unmasked Estep 
Score: -16081198.000000 Penalty: 5888.323730
	Iteration 45Q: 3 clusters Score -1.60812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 138145 members 
Entering Unmasked Estep 
Score: -16081187.000000 Penalty: 5888.323730
	Iteration 46Q: 3 clusters Score -1.608119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 138148 members 
Entering Unmasked Estep 
Score: -16081195.000000 Penalty: 5888.323730
	Iteration 47Q: 3 clusters Score -1.60812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 138150 members 
Entering Unmasked Estep 
Score: -16081201.000000 Penalty: 5888.323730
	Iteration 48Q: 3 clusters Score -1.60812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 138156 members 
Entering Unmasked Estep 
Score: -16081188.000000 Penalty: 5888.323730
	Iteration 49Q: 3 clusters Score -1.608119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 138160 members 
Entering Unmasked Estep 
Score: -16081195.000000 Penalty: 5888.323730
	Iteration 50Q: 3 clusters Score -1.60812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 138165 members 
Entering Unmasked Estep 
Score: -16081199.000000 Penalty: 5888.323730
	Iteration 51Q: 3 clusters Score -1.60812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 138167 members 
Entering Unmasked Estep 
Score: -16081199.000000 Penalty: 5888.323730
	Iteration 52Q: 3 clusters Score -1.60812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 138168 members 
Entering Unmasked Estep 
Score: -16081196.000000 Penalty: 5888.323730
	Iteration 53Q: 3 clusters Score -1.60812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 138174 members 
Entering Unmasked Estep 
Score: -16081209.000000 Penalty: 5888.323730
	Iteration 54Q: 3 clusters Score -1.608121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 138180 members 
Entering Unmasked Estep 
Score: -16081214.000000 Penalty: 5888.323730
	Iteration 55Q: 3 clusters Score -1.608121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 138184 members 
Entering Unmasked Estep 
Score: -16081221.000000 Penalty: 5888.323730
	Iteration 56Q: 3 clusters Score -1.608122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 138189 members 
Entering Unmasked Estep 
Score: -16081211.000000 Penalty: 5888.323730
	Iteration 57Q: 3 clusters Score -1.608121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 138193 members 
Entering Unmasked Estep 
Score: -16081214.000000 Penalty: 5888.323730
	Iteration 58Q: 3 clusters Score -1.608121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 138197 members 
Entering Unmasked Estep 
Score: -16081213.000000 Penalty: 5888.323730
	Iteration 59Q: 3 clusters Score -1.608121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 138205 members 
Entering Unmasked Estep 
Score: -16081230.000000 Penalty: 5888.323730
	Iteration 60F: 3 clusters Score -1.608123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 138211 members 
Entering Unmasked Estep 
Score: -16081222.000000 Penalty: 5888.323730
	Iteration 61Q: 3 clusters Score -1.608122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 138212 members 
Entering Unmasked Estep 
Score: -16081231.000000 Penalty: 5888.323730
	Iteration 62Q: 3 clusters Score -1.608123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 138217 members 
Entering Unmasked Estep 
Score: -16081224.000000 Penalty: 5888.323730
	Iteration 63Q: 3 clusters Score -1.608122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 138220 members 
Entering Unmasked Estep 
Score: -16081218.000000 Penalty: 5888.323730
	Iteration 64Q: 3 clusters Score -1.608122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 138222 members 
Entering Unmasked Estep 
Score: -16081243.000000 Penalty: 5888.323730
	Iteration 65Q: 3 clusters Score -1.608124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 138224 members 
Entering Unmasked Estep 
Score: -16081252.000000 Penalty: 5888.323730
	Iteration 66Q: 3 clusters Score -1.608125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 138226 members 
Entering Unmasked Estep 
Score: -16081260.000000 Penalty: 5888.323730
	Iteration 67Q: 3 clusters Score -1.608126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 138227 members 
Entering Unmasked Estep 
Score: -16081258.000000 Penalty: 5888.323730
	Iteration 68Q: 3 clusters Score -1.608126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 138229 members 
Entering Unmasked Estep 
Score: -16081257.000000 Penalty: 5888.323730
	Iteration 69Q: 3 clusters Score -1.608126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 138231 members 
Entering Unmasked Estep 
Score: -16081251.000000 Penalty: 5888.323730
	Iteration 70Q: 3 clusters Score -1.608125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 138231 members 
Entering Unmasked Estep 
Score: -16081251.000000 Penalty: 5888.323730
	Iteration 71F: 3 clusters Score -1.608125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Entering Unmasked Estep 
Score: -826596.000000 Penalty: 2210.059326
	Iteration 0F: 2 clusters Score -826596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -820541.250000 Penalty: 4420.118652
	Iteration 0F: 3 clusters Score -820541.2 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -822143.875000 Penalty: 4420.118652
	Iteration 1F: 3 clusters Score -822143.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -822393.250000 Penalty: 4420.118652
	Iteration 2F: 3 clusters Score -822393.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -822573.187500 Penalty: 4420.118652
	Iteration 3F: 3 clusters Score -822573.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -822717.125000 Penalty: 4420.118652
	Iteration 4Q: 3 clusters Score -822717.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -822872.437500 Penalty: 4420.118652
	Iteration 5Q: 3 clusters Score -822872.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -823045.750000 Penalty: 4420.118652
	Iteration 6Q: 3 clusters Score -823045.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -823215.437500 Penalty: 4420.118652
	Iteration 7Q: 3 clusters Score -823215.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -823342.375000 Penalty: 4420.118652
	Iteration 8Q: 3 clusters Score -823342.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -823442.187500 Penalty: 4420.118652
	Iteration 9Q: 3 clusters Score -823442.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -823527.187500 Penalty: 4420.118652
	Iteration 10Q: 3 clusters Score -823527.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -823612.500000 Penalty: 4420.118652
	Iteration 11Q: 3 clusters Score -823612.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -823680.687500 Penalty: 4420.118652
	Iteration 12Q: 3 clusters Score -823680.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -823751.437500 Penalty: 4420.118652
	Iteration 13Q: 3 clusters Score -823751.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -823806.875000 Penalty: 4420.118652
	Iteration 14Q: 3 clusters Score -823806.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -823862.375000 Penalty: 4420.118652
	Iteration 15Q: 3 clusters Score -823862.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -823909.750000 Penalty: 4420.118652
	Iteration 16Q: 3 clusters Score -823909.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -823957.687500 Penalty: 4420.118652
	Iteration 17Q: 3 clusters Score -823957.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -823992.812500 Penalty: 4420.118652
	Iteration 18Q: 3 clusters Score -823992.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -824030.500000 Penalty: 4420.118652
	Iteration 19Q: 3 clusters Score -824030.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -824072.125000 Penalty: 4420.118652
	Iteration 20F: 3 clusters Score -824072.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -824109.000000 Penalty: 4420.118652
	Iteration 21Q: 3 clusters Score -824109 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -824138.625000 Penalty: 4420.118652
	Iteration 22Q: 3 clusters Score -824138.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -824169.125000 Penalty: 4420.118652
	Iteration 23Q: 3 clusters Score -824169.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -824207.062500 Penalty: 4420.118652
	Iteration 24Q: 3 clusters Score -824207.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -824250.625000 Penalty: 4420.118652
	Iteration 25Q: 3 clusters Score -824250.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -824295.750000 Penalty: 4420.118652
	Iteration 26Q: 3 clusters Score -824295.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -824339.500000 Penalty: 4420.118652
	Iteration 27Q: 3 clusters Score -824339.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -824372.437500 Penalty: 4420.118652
	Iteration 28Q: 3 clusters Score -824372.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -824407.312500 Penalty: 4420.118652
	Iteration 29Q: 3 clusters Score -824407.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -824431.750000 Penalty: 4420.118652
	Iteration 30Q: 3 clusters Score -824431.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -824459.875000 Penalty: 4420.118652
	Iteration 31Q: 3 clusters Score -824459.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -824487.250000 Penalty: 4420.118652
	Iteration 32Q: 3 clusters Score -824487.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -824519.250000 Penalty: 4420.118652
	Iteration 33Q: 3 clusters Score -824519.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -824545.500000 Penalty: 4420.118652
	Iteration 34Q: 3 clusters Score -824545.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -824561.875000 Penalty: 4420.118652
	Iteration 35Q: 3 clusters Score -824561.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -824574.312500 Penalty: 4420.118652
	Iteration 36Q: 3 clusters Score -824574.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -824584.687500 Penalty: 4420.118652
	Iteration 37Q: 3 clusters Score -824584.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -824594.625000 Penalty: 4420.118652
	Iteration 38Q: 3 clusters Score -824594.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -824608.125000 Penalty: 4420.118652
	Iteration 39Q: 3 clusters Score -824608.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -824615.562500 Penalty: 4420.118652
	Iteration 40F: 3 clusters Score -824615.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -824624.000000 Penalty: 4420.118652
	Iteration 41Q: 3 clusters Score -824624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -824632.187500 Penalty: 4420.118652
	Iteration 42Q: 3 clusters Score -824632.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -824641.125000 Penalty: 4420.118652
	Iteration 43Q: 3 clusters Score -824641.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -824647.500000 Penalty: 4420.118652
	Iteration 44Q: 3 clusters Score -824647.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -824654.437500 Penalty: 4420.118652
	Iteration 45Q: 3 clusters Score -824654.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -824662.312500 Penalty: 4420.118652
	Iteration 46Q: 3 clusters Score -824662.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -824668.625000 Penalty: 4420.118652
	Iteration 47Q: 3 clusters Score -824668.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -824673.375000 Penalty: 4420.118652
	Iteration 48Q: 3 clusters Score -824673.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -824679.187500 Penalty: 4420.118652
	Iteration 49Q: 3 clusters Score -824679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -824684.812500 Penalty: 4420.118652
	Iteration 50Q: 3 clusters Score -824684.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -824686.812500 Penalty: 4420.118652
	Iteration 51Q: 3 clusters Score -824686.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -824689.812500 Penalty: 4420.118652
	Iteration 52Q: 3 clusters Score -824689.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -824694.437500 Penalty: 4420.118652
	Iteration 53Q: 3 clusters Score -824694.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -824699.937500 Penalty: 4420.118652
	Iteration 54Q: 3 clusters Score -824699.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -824706.250000 Penalty: 4420.118652
	Iteration 55Q: 3 clusters Score -824706.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -824707.937500 Penalty: 4420.118652
	Iteration 56Q: 3 clusters Score -824707.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -824708.625000 Penalty: 4420.118652
	Iteration 57Q: 3 clusters Score -824708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -824711.062500 Penalty: 4420.118652
	Iteration 58Q: 3 clusters Score -824711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -824715.000000 Penalty: 4420.118652
	Iteration 59Q: 3 clusters Score -824715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -824719.625000 Penalty: 4420.118652
	Iteration 60F: 3 clusters Score -824719.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -824722.812500 Penalty: 4420.118652
	Iteration 61Q: 3 clusters Score -824722.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -824728.937500 Penalty: 4420.118652
	Iteration 62Q: 3 clusters Score -824728.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -824737.937500 Penalty: 4420.118652
	Iteration 63Q: 3 clusters Score -824737.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -824747.062500 Penalty: 4420.118652
	Iteration 64Q: 3 clusters Score -824747.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -824749.312500 Penalty: 4420.118652
	Iteration 65Q: 3 clusters Score -824749.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -824762.937500 Penalty: 4420.118652
	Iteration 66Q: 3 clusters Score -824762.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -824774.437500 Penalty: 4420.118652
	Iteration 67Q: 3 clusters Score -824774.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -824786.625000 Penalty: 4420.118652
	Iteration 68Q: 3 clusters Score -824786.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -824809.187500 Penalty: 4420.118652
	Iteration 69Q: 3 clusters Score -824809.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -824833.062500 Penalty: 4420.118652
	Iteration 70Q: 3 clusters Score -824833.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -824855.812500 Penalty: 4420.118652
	Iteration 71Q: 3 clusters Score -824855.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -824893.875000 Penalty: 4420.118652
	Iteration 72Q: 3 clusters Score -824893.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -824946.500000 Penalty: 4420.118652
	Iteration 73Q: 3 clusters Score -824946.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -825005.500000 Penalty: 4420.118652
	Iteration 74Q: 3 clusters Score -825005.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -825080.125000 Penalty: 4420.118652
	Iteration 75Q: 3 clusters Score -825080.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -825165.812500 Penalty: 4420.118652
	Iteration 76Q: 3 clusters Score -825165.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -825262.062500 Penalty: 4420.118652
	Iteration 77Q: 3 clusters Score -825262.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -825384.562500 Penalty: 4420.118652
	Iteration 78Q: 3 clusters Score -825384.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -825544.000000 Penalty: 4420.118652
	Iteration 79Q: 3 clusters Score -825544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -825811.375000 Penalty: 4420.118652
	Iteration 80F: 3 clusters Score -825811.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -826161.437500 Penalty: 4420.118652
	Iteration 81Q: 3 clusters Score -826161.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -826330.437500 Penalty: 4420.118652
	Iteration 82Q: 3 clusters Score -826330.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -826379.062500 Penalty: 4420.118652
	Iteration 83Q: 3 clusters Score -826379.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -826399.937500 Penalty: 4420.118652
	Iteration 84Q: 3 clusters Score -826399.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -826409.000000 Penalty: 4420.118652
	Iteration 85Q: 3 clusters Score -826409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -826417.937500 Penalty: 4420.118652
	Iteration 86Q: 3 clusters Score -826417.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -826419.375000 Penalty: 4420.118652
	Iteration 87Q: 3 clusters Score -826419.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -826426.687500 Penalty: 4420.118652
	Iteration 88Q: 3 clusters Score -826426.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -826433.000000 Penalty: 4420.118652
	Iteration 89Q: 3 clusters Score -826433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -826436.000000 Penalty: 4420.118652
	Iteration 90Q: 3 clusters Score -826436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -826444.875000 Penalty: 4420.118652
	Iteration 91Q: 3 clusters Score -826444.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -826451.437500 Penalty: 4420.118652
	Iteration 92Q: 3 clusters Score -826451.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -826456.312500 Penalty: 4420.118652
	Iteration 93Q: 3 clusters Score -826456.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -826462.687500 Penalty: 4420.118652
	Iteration 94Q: 3 clusters Score -826462.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -826470.187500 Penalty: 4420.118652
	Iteration 95Q: 3 clusters Score -826470.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -826474.312500 Penalty: 4420.118652
	Iteration 96Q: 3 clusters Score -826474.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -826486.250000 Penalty: 4420.118652
	Iteration 97Q: 3 clusters Score -826486.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -826488.375000 Penalty: 4420.118652
	Iteration 98Q: 3 clusters Score -826488.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -826495.875000 Penalty: 4420.118652
	Iteration 99Q: 3 clusters Score -826495.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -826502.125000 Penalty: 4420.118652
	Iteration 100F: 3 clusters Score -826502.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -826505.687500 Penalty: 4420.118652
	Iteration 101Q: 3 clusters Score -826505.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -826510.750000 Penalty: 4420.118652
	Iteration 102Q: 3 clusters Score -826510.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -826511.687500 Penalty: 4420.118652
	Iteration 103Q: 3 clusters Score -826511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -826512.750000 Penalty: 4420.118652
	Iteration 104Q: 3 clusters Score -826512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -826515.437500 Penalty: 4420.118652
	Iteration 105Q: 3 clusters Score -826515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -826515.000000 Penalty: 4420.118652
	Iteration 106Q: 3 clusters Score -826515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -826515.875000 Penalty: 4420.118652
	Iteration 107Q: 3 clusters Score -826515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -826515.875000 Penalty: 4420.118652
	Iteration 108F: 3 clusters Score -826515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Entering Unmasked Estep 
Score: -3895054.750000 Penalty: 2591.043945
	Iteration 0F: 2 clusters Score -3895055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3871699.750000 Penalty: 5182.087891
	Iteration 0F: 3 clusters Score -3871700 nChanged 15557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3880158.000000 Penalty: 5182.087891
	Iteration 1F: 3 clusters Score -3880158 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3880774.000000 Penalty: 5182.087891
	Iteration 2Q: 3 clusters Score -3880774 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3881468.500000 Penalty: 5182.087891
	Iteration 3Q: 3 clusters Score -3881468 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3882460.750000 Penalty: 5182.087891
	Iteration 4F: 3 clusters Score -3882461 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3883870.250000 Penalty: 5182.087891
	Iteration 5F: 3 clusters Score -3883870 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3885882.000000 Penalty: 5182.087891
	Iteration 6F: 3 clusters Score -3885882 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3888143.000000 Penalty: 5182.087891
	Iteration 7F: 3 clusters Score -3888143 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3890114.750000 Penalty: 5182.087891
	Iteration 8F: 3 clusters Score -3890115 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3891538.500000 Penalty: 5182.087891
	Iteration 9Q: 3 clusters Score -3891538 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3892510.250000 Penalty: 5182.087891
	Iteration 10Q: 3 clusters Score -3892510 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3893137.250000 Penalty: 5182.087891
	Iteration 11Q: 3 clusters Score -3893137 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3893574.750000 Penalty: 5182.087891
	Iteration 12Q: 3 clusters Score -3893575 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3893852.500000 Penalty: 5182.087891
	Iteration 13Q: 3 clusters Score -3893852 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3894035.250000 Penalty: 5182.087891
	Iteration 14Q: 3 clusters Score -3894035 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3894170.750000 Penalty: 5182.087891
	Iteration 15Q: 3 clusters Score -3894171 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3894253.000000 Penalty: 5182.087891
	Iteration 16Q: 3 clusters Score -3894253 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -3894311.000000 Penalty: 5182.087891
	Iteration 17Q: 3 clusters Score -3894311 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3894366.250000 Penalty: 5182.087891
	Iteration 18Q: 3 clusters Score -3894366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3894399.750000 Penalty: 5182.087891
	Iteration 19Q: 3 clusters Score -3894400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3894423.750000 Penalty: 5182.087891
	Iteration 20F: 3 clusters Score -3894424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3894441.500000 Penalty: 5182.087891
	Iteration 21Q: 3 clusters Score -3894442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3894456.000000 Penalty: 5182.087891
	Iteration 22Q: 3 clusters Score -3894456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -3894466.250000 Penalty: 5182.087891
	Iteration 23Q: 3 clusters Score -3894466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3894462.000000 Penalty: 5182.087891
	Iteration 24Q: 3 clusters Score -3894462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3894456.750000 Penalty: 5182.087891
	Iteration 25Q: 3 clusters Score -3894457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3894467.750000 Penalty: 5182.087891
	Iteration 26Q: 3 clusters Score -3894468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3894468.250000 Penalty: 5182.087891
	Iteration 27Q: 3 clusters Score -3894468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3894461.250000 Penalty: 5182.087891
	Iteration 28Q: 3 clusters Score -3894461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -3894468.250000 Penalty: 5182.087891
	Iteration 29Q: 3 clusters Score -3894468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3894476.000000 Penalty: 5182.087891
	Iteration 30Q: 3 clusters Score -3894476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3894472.250000 Penalty: 5182.087891
	Iteration 31Q: 3 clusters Score -3894472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3894472.750000 Penalty: 5182.087891
	Iteration 32Q: 3 clusters Score -3894473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3894485.000000 Penalty: 5182.087891
	Iteration 33Q: 3 clusters Score -3894485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3894479.750000 Penalty: 5182.087891
	Iteration 34Q: 3 clusters Score -3894480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3894481.250000 Penalty: 5182.087891
	Iteration 35Q: 3 clusters Score -3894481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3894488.000000 Penalty: 5182.087891
	Iteration 36Q: 3 clusters Score -3894488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3894480.750000 Penalty: 5182.087891
	Iteration 37Q: 3 clusters Score -3894481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3894486.000000 Penalty: 5182.087891
	Iteration 38Q: 3 clusters Score -3894486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -3894483.250000 Penalty: 5182.087891
	Iteration 39Q: 3 clusters Score -3894483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3894484.500000 Penalty: 5182.087891
	Iteration 40F: 3 clusters Score -3894484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3894483.250000 Penalty: 5182.087891
	Iteration 41Q: 3 clusters Score -3894483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3894483.250000 Penalty: 5182.087891
	Iteration 42F: 3 clusters Score -3894483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Entering Unmasked Estep 
Score: -1084802.000000 Penalty: 2285.795898
	Iteration 0F: 2 clusters Score -1084802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1077175.750000 Penalty: 4571.591797
	Iteration 0F: 3 clusters Score -1077176 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1079426.000000 Penalty: 4571.591797
	Iteration 1F: 3 clusters Score -1079426 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1079803.125000 Penalty: 4571.591797
	Iteration 2F: 3 clusters Score -1079803 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1080117.875000 Penalty: 4571.591797
	Iteration 3F: 3 clusters Score -1080118 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1080396.000000 Penalty: 4571.591797
	Iteration 4F: 3 clusters Score -1080396 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1080680.125000 Penalty: 4571.591797
	Iteration 5Q: 3 clusters Score -1080680 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1080974.875000 Penalty: 4571.591797
	Iteration 6Q: 3 clusters Score -1080975 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1081275.125000 Penalty: 4571.591797
	Iteration 7Q: 3 clusters Score -1081275 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1081568.625000 Penalty: 4571.591797
	Iteration 8Q: 3 clusters Score -1081569 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1081858.750000 Penalty: 4571.591797
	Iteration 9Q: 3 clusters Score -1081859 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1082145.750000 Penalty: 4571.591797
	Iteration 10Q: 3 clusters Score -1082146 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1082435.500000 Penalty: 4571.591797
	Iteration 11Q: 3 clusters Score -1082436 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1082713.250000 Penalty: 4571.591797
	Iteration 12Q: 3 clusters Score -1082713 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1082960.625000 Penalty: 4571.591797
	Iteration 13Q: 3 clusters Score -1082961 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1083150.875000 Penalty: 4571.591797
	Iteration 14Q: 3 clusters Score -1083151 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1083267.500000 Penalty: 4571.591797
	Iteration 15Q: 3 clusters Score -1083268 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1083337.125000 Penalty: 4571.591797
	Iteration 16Q: 3 clusters Score -1083337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1083379.000000 Penalty: 4571.591797
	Iteration 17Q: 3 clusters Score -1083379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1083400.125000 Penalty: 4571.591797
	Iteration 18Q: 3 clusters Score -1083400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1083410.125000 Penalty: 4571.591797
	Iteration 19Q: 3 clusters Score -1083410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1083423.375000 Penalty: 4571.591797
	Iteration 20F: 3 clusters Score -1083423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1083437.875000 Penalty: 4571.591797
	Iteration 21Q: 3 clusters Score -1083438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1083448.875000 Penalty: 4571.591797
	Iteration 22Q: 3 clusters Score -1083449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1083460.000000 Penalty: 4571.591797
	Iteration 23Q: 3 clusters Score -1083460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1083467.750000 Penalty: 4571.591797
	Iteration 24Q: 3 clusters Score -1083468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1083482.750000 Penalty: 4571.591797
	Iteration 25Q: 3 clusters Score -1083483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1083489.750000 Penalty: 4571.591797
	Iteration 26Q: 3 clusters Score -1083490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1083494.625000 Penalty: 4571.591797
	Iteration 27Q: 3 clusters Score -1083495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1083497.125000 Penalty: 4571.591797
	Iteration 28Q: 3 clusters Score -1083497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1083498.250000 Penalty: 4571.591797
	Iteration 29Q: 3 clusters Score -1083498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1083502.875000 Penalty: 4571.591797
	Iteration 30Q: 3 clusters Score -1083503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1083502.375000 Penalty: 4571.591797
	Iteration 31Q: 3 clusters Score -1083502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1083503.375000 Penalty: 4571.591797
	Iteration 32Q: 3 clusters Score -1083503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1083503.375000 Penalty: 4571.591797
	Iteration 33F: 3 clusters Score -1083503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Entering Unmasked Estep 
Score: -12172865.000000 Penalty: 2874.617920
	Iteration 0F: 2 clusters Score -1.217286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -12100420.000000 Penalty: 5749.235840
	Iteration 0F: 3 clusters Score -1.210042e+07 nChanged 51069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -12129474.000000 Penalty: 5749.235840
	Iteration 1F: 3 clusters Score -1.212947e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -12130315.000000 Penalty: 5749.235840
	Iteration 2Q: 3 clusters Score -1.213032e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -12131591.000000 Penalty: 5749.235840
	Iteration 3Q: 3 clusters Score -1.213159e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -12133699.000000 Penalty: 5749.235840
	Iteration 4Q: 3 clusters Score -1.21337e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -12137074.000000 Penalty: 5749.235840
	Iteration 5F: 3 clusters Score -1.213707e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -12142617.000000 Penalty: 5749.235840
	Iteration 6F: 3 clusters Score -1.214262e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -12150454.000000 Penalty: 5749.235840
	Iteration 7F: 3 clusters Score -1.215045e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -12158398.000000 Penalty: 5749.235840
	Iteration 8F: 3 clusters Score -1.21584e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 99423 members 
Entering Unmasked Estep 
Score: -12164535.000000 Penalty: 5749.235840
	Iteration 9F: 3 clusters Score -1.216454e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -12168046.000000 Penalty: 5749.235840
	Iteration 10Q: 3 clusters Score -1.216805e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -12169740.000000 Penalty: 5749.235840
	Iteration 11Q: 3 clusters Score -1.216974e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 105702 members 
Entering Unmasked Estep 
Score: -12170662.000000 Penalty: 5749.235840
	Iteration 12Q: 3 clusters Score -1.217066e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 106148 members 
Entering Unmasked Estep 
Score: -12171021.000000 Penalty: 5749.235840
	Iteration 13Q: 3 clusters Score -1.217102e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -12171182.000000 Penalty: 5749.235840
	Iteration 14Q: 3 clusters Score -1.217118e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -12171299.000000 Penalty: 5749.235840
	Iteration 15Q: 3 clusters Score -1.21713e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -12171384.000000 Penalty: 5749.235840
	Iteration 16Q: 3 clusters Score -1.217138e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 106674 members 
Entering Unmasked Estep 
Score: -12171442.000000 Penalty: 5749.235840
	Iteration 17Q: 3 clusters Score -1.217144e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -12171451.000000 Penalty: 5749.235840
	Iteration 18Q: 3 clusters Score -1.217145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 106731 members 
Entering Unmasked Estep 
Score: -12171449.000000 Penalty: 5749.235840
	Iteration 19Q: 3 clusters Score -1.217145e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -12171460.000000 Penalty: 5749.235840
	Iteration 20F: 3 clusters Score -1.217146e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 106749 members 
Entering Unmasked Estep 
Score: -12171488.000000 Penalty: 5749.235840
	Iteration 21Q: 3 clusters Score -1.217149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 106759 members 
Entering Unmasked Estep 
Score: -12171484.000000 Penalty: 5749.235840
	Iteration 22Q: 3 clusters Score -1.217148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -12171502.000000 Penalty: 5749.235840
	Iteration 23Q: 3 clusters Score -1.21715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -12171498.000000 Penalty: 5749.235840
	Iteration 24Q: 3 clusters Score -1.21715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -12171499.000000 Penalty: 5749.235840
	Iteration 25Q: 3 clusters Score -1.21715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 106787 members 
Entering Unmasked Estep 
Score: -12171509.000000 Penalty: 5749.235840
	Iteration 26Q: 3 clusters Score -1.217151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -12171508.000000 Penalty: 5749.235840
	Iteration 27Q: 3 clusters Score -1.217151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 106795 members 
Entering Unmasked Estep 
Score: -12171509.000000 Penalty: 5749.235840
	Iteration 28Q: 3 clusters Score -1.217151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -12171507.000000 Penalty: 5749.235840
	Iteration 29Q: 3 clusters Score -1.217151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -12171502.000000 Penalty: 5749.235840
	Iteration 30Q: 3 clusters Score -1.21715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 106803 members 
Entering Unmasked Estep 
Score: -12171508.000000 Penalty: 5749.235840
	Iteration 31Q: 3 clusters Score -1.217151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -12171500.000000 Penalty: 5749.235840
	Iteration 32Q: 3 clusters Score -1.21715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -12171514.000000 Penalty: 5749.235840
	Iteration 33Q: 3 clusters Score -1.217151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -12171511.000000 Penalty: 5749.235840
	Iteration 34Q: 3 clusters Score -1.217151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -12171510.000000 Penalty: 5749.235840
	Iteration 35Q: 3 clusters Score -1.217151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -12171515.000000 Penalty: 5749.235840
	Iteration 36Q: 3 clusters Score -1.217152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -12171515.000000 Penalty: 5749.235840
	Iteration 37F: 3 clusters Score -1.217152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -541288.625000 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -541288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -536786.250000 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -536786.2 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -537961.250000 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -537961.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -538425.750000 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -538425.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -538902.312500 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -538902.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -539323.687500 Penalty: 4226.310059
	Iteration 4F: 3 clusters Score -539323.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -539671.750000 Penalty: 4226.310059
	Iteration 5F: 3 clusters Score -539671.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -539889.875000 Penalty: 4226.310059
	Iteration 6F: 3 clusters Score -539889.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -540022.562500 Penalty: 4226.310059
	Iteration 7Q: 3 clusters Score -540022.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -540125.250000 Penalty: 4226.310059
	Iteration 8Q: 3 clusters Score -540125.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -540186.875000 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -540186.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -540235.187500 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -540235.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -540269.375000 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -540269.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -540289.437500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -540289.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -540306.125000 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -540306.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -540320.625000 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -540320.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -540332.250000 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -540332.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -540344.250000 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -540344.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -540352.875000 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -540352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -540363.062500 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -540363.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -540377.125000 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -540377.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -540383.125000 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -540383.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -540389.312500 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -540389.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -540397.812500 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -540397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -540406.875000 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -540406.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -540415.312500 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -540415.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -540421.437500 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -540421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -540425.000000 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -540425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -540427.437500 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -540427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -540428.687500 Penalty: 4226.310059
	Iteration 28Q: 3 clusters Score -540428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -540429.500000 Penalty: 4226.310059
	Iteration 29Q: 3 clusters Score -540429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -540428.687500 Penalty: 4226.310059
	Iteration 30Q: 3 clusters Score -540428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -540428.687500 Penalty: 4226.310059
	Iteration 31F: 3 clusters Score -540428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -561029.062500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -561029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -556317.812500 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -556317.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -557478.125000 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -557478.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -557693.437500 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -557693.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -557799.437500 Penalty: 4253.803711
	Iteration 3Q: 3 clusters Score -557799.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -557877.125000 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -557877.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -557949.687500 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -557949.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -558012.875000 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -558012.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -558067.687500 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -558067.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -558122.187500 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -558122.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -558165.375000 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -558165.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -558204.750000 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -558204.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -558248.312500 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -558248.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -558289.000000 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -558289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -558328.312500 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -558328.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -558369.375000 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -558369.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -558412.750000 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -558412.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -558452.812500 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -558452.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -558492.250000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -558492.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -558531.375000 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -558531.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -558572.562500 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -558572.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -558606.625000 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -558606.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -558645.125000 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -558645.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -558693.125000 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -558693.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -558736.937500 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -558736.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -558782.687500 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -558782.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -558821.062500 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -558821.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -558851.250000 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -558851.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -558881.750000 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -558881.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -558908.687500 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -558908.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -558936.875000 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -558936.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -558964.250000 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -558964.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -558985.812500 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -558985.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -559003.500000 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -559003.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -559020.187500 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -559020.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -559036.500000 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -559036.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -559051.500000 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -559051.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -559071.062500 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -559071.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -559084.937500 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -559084.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -559095.500000 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -559095.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -559108.437500 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -559108.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -559118.500000 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -559118.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -559125.875000 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -559125.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -559135.687500 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -559135.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -559142.875000 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -559142.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -559146.187500 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -559146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -559148.750000 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -559148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -559150.812500 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -559150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -559152.687500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -559152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -559153.500000 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -559153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -559154.625000 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -559154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -559154.750000 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -559154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -559155.312500 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -559155.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -559155.312500 Penalty: 4253.803711
	Iteration 52F: 3 clusters Score -559155.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Entering Unmasked Estep 
Score: -1078323.625000 Penalty: 2296.051758
	Iteration 0F: 2 clusters Score -1078324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1070344.250000 Penalty: 4592.103516
	Iteration 0F: 3 clusters Score -1070344 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1073136.625000 Penalty: 4592.103516
	Iteration 1F: 3 clusters Score -1073137 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1073926.875000 Penalty: 4592.103516
	Iteration 2F: 3 clusters Score -1073927 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1074523.375000 Penalty: 4592.103516
	Iteration 3F: 3 clusters Score -1074523 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1075041.750000 Penalty: 4592.103516
	Iteration 4F: 3 clusters Score -1075042 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1075464.500000 Penalty: 4592.103516
	Iteration 5F: 3 clusters Score -1075464 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1075751.750000 Penalty: 4592.103516
	Iteration 6Q: 3 clusters Score -1075752 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1075967.625000 Penalty: 4592.103516
	Iteration 7Q: 3 clusters Score -1075968 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1076156.250000 Penalty: 4592.103516
	Iteration 8Q: 3 clusters Score -1076156 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1076312.250000 Penalty: 4592.103516
	Iteration 9Q: 3 clusters Score -1076312 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1076424.250000 Penalty: 4592.103516
	Iteration 10Q: 3 clusters Score -1076424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1076522.375000 Penalty: 4592.103516
	Iteration 11Q: 3 clusters Score -1076522 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1076603.000000 Penalty: 4592.103516
	Iteration 12Q: 3 clusters Score -1076603 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1076671.250000 Penalty: 4592.103516
	Iteration 13Q: 3 clusters Score -1076671 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1076722.500000 Penalty: 4592.103516
	Iteration 14Q: 3 clusters Score -1076722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1076761.000000 Penalty: 4592.103516
	Iteration 15Q: 3 clusters Score -1076761 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1076783.250000 Penalty: 4592.103516
	Iteration 16Q: 3 clusters Score -1076783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1076795.125000 Penalty: 4592.103516
	Iteration 17Q: 3 clusters Score -1076795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1076811.125000 Penalty: 4592.103516
	Iteration 18Q: 3 clusters Score -1076811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1076816.375000 Penalty: 4592.103516
	Iteration 19Q: 3 clusters Score -1076816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1076824.875000 Penalty: 4592.103516
	Iteration 20F: 3 clusters Score -1076825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1076837.875000 Penalty: 4592.103516
	Iteration 21Q: 3 clusters Score -1076838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1076847.500000 Penalty: 4592.103516
	Iteration 22Q: 3 clusters Score -1076848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1076855.750000 Penalty: 4592.103516
	Iteration 23Q: 3 clusters Score -1076856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1076864.500000 Penalty: 4592.103516
	Iteration 24Q: 3 clusters Score -1076864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1076866.875000 Penalty: 4592.103516
	Iteration 25Q: 3 clusters Score -1076867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1076877.875000 Penalty: 4592.103516
	Iteration 26Q: 3 clusters Score -1076878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1076884.500000 Penalty: 4592.103516
	Iteration 27Q: 3 clusters Score -1076884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1076891.250000 Penalty: 4592.103516
	Iteration 28Q: 3 clusters Score -1076891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1076902.250000 Penalty: 4592.103516
	Iteration 29Q: 3 clusters Score -1076902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1076911.375000 Penalty: 4592.103516
	Iteration 30Q: 3 clusters Score -1076911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1076916.625000 Penalty: 4592.103516
	Iteration 31Q: 3 clusters Score -1076917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1076925.625000 Penalty: 4592.103516
	Iteration 32Q: 3 clusters Score -1076926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1076935.375000 Penalty: 4592.103516
	Iteration 33Q: 3 clusters Score -1076935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1076949.625000 Penalty: 4592.103516
	Iteration 34Q: 3 clusters Score -1076950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1076958.000000 Penalty: 4592.103516
	Iteration 35Q: 3 clusters Score -1076958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1076965.250000 Penalty: 4592.103516
	Iteration 36Q: 3 clusters Score -1076965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1076971.625000 Penalty: 4592.103516
	Iteration 37Q: 3 clusters Score -1076972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1076974.875000 Penalty: 4592.103516
	Iteration 38Q: 3 clusters Score -1076975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1076982.125000 Penalty: 4592.103516
	Iteration 39Q: 3 clusters Score -1076982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1076988.375000 Penalty: 4592.103516
	Iteration 40F: 3 clusters Score -1076988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1076994.500000 Penalty: 4592.103516
	Iteration 41Q: 3 clusters Score -1076994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1077004.250000 Penalty: 4592.103516
	Iteration 42Q: 3 clusters Score -1077004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1077011.875000 Penalty: 4592.103516
	Iteration 43Q: 3 clusters Score -1077012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1077021.750000 Penalty: 4592.103516
	Iteration 44Q: 3 clusters Score -1077022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1077036.750000 Penalty: 4592.103516
	Iteration 45Q: 3 clusters Score -1077037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1077053.500000 Penalty: 4592.103516
	Iteration 46Q: 3 clusters Score -1077054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1077075.250000 Penalty: 4592.103516
	Iteration 47Q: 3 clusters Score -1077075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1077096.000000 Penalty: 4592.103516
	Iteration 48Q: 3 clusters Score -1077096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1077126.250000 Penalty: 4592.103516
	Iteration 49Q: 3 clusters Score -1077126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1077145.625000 Penalty: 4592.103516
	Iteration 50Q: 3 clusters Score -1077146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1077163.875000 Penalty: 4592.103516
	Iteration 51Q: 3 clusters Score -1077164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1077180.500000 Penalty: 4592.103516
	Iteration 52Q: 3 clusters Score -1077180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1077192.375000 Penalty: 4592.103516
	Iteration 53Q: 3 clusters Score -1077192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1077202.375000 Penalty: 4592.103516
	Iteration 54Q: 3 clusters Score -1077202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1077213.500000 Penalty: 4592.103516
	Iteration 55Q: 3 clusters Score -1077214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1077222.875000 Penalty: 4592.103516
	Iteration 56Q: 3 clusters Score -1077223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1077229.250000 Penalty: 4592.103516
	Iteration 57Q: 3 clusters Score -1077229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1077236.250000 Penalty: 4592.103516
	Iteration 58Q: 3 clusters Score -1077236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1077242.000000 Penalty: 4592.103516
	Iteration 59Q: 3 clusters Score -1077242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1077247.125000 Penalty: 4592.103516
	Iteration 60F: 3 clusters Score -1077247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1077252.125000 Penalty: 4592.103516
	Iteration 61Q: 3 clusters Score -1077252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1077257.750000 Penalty: 4592.103516
	Iteration 62Q: 3 clusters Score -1077258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1077258.375000 Penalty: 4592.103516
	Iteration 63Q: 3 clusters Score -1077258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1077263.875000 Penalty: 4592.103516
	Iteration 64Q: 3 clusters Score -1077264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1077267.625000 Penalty: 4592.103516
	Iteration 65Q: 3 clusters Score -1077268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1077267.500000 Penalty: 4592.103516
	Iteration 66Q: 3 clusters Score -1077268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1077267.375000 Penalty: 4592.103516
	Iteration 67Q: 3 clusters Score -1077267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1077271.500000 Penalty: 4592.103516
	Iteration 68Q: 3 clusters Score -1077272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1077273.125000 Penalty: 4592.103516
	Iteration 69Q: 3 clusters Score -1077273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1077272.500000 Penalty: 4592.103516
	Iteration 70Q: 3 clusters Score -1077272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1077276.250000 Penalty: 4592.103516
	Iteration 71Q: 3 clusters Score -1077276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1077279.875000 Penalty: 4592.103516
	Iteration 72Q: 3 clusters Score -1077280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1077281.375000 Penalty: 4592.103516
	Iteration 73Q: 3 clusters Score -1077281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1077286.500000 Penalty: 4592.103516
	Iteration 74Q: 3 clusters Score -1077286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1077289.375000 Penalty: 4592.103516
	Iteration 75Q: 3 clusters Score -1077289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1077288.750000 Penalty: 4592.103516
	Iteration 76Q: 3 clusters Score -1077289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1077289.250000 Penalty: 4592.103516
	Iteration 77Q: 3 clusters Score -1077289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1077289.375000 Penalty: 4592.103516
	Iteration 78Q: 3 clusters Score -1077289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1077292.625000 Penalty: 4592.103516
	Iteration 79Q: 3 clusters Score -1077293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1077294.625000 Penalty: 4592.103516
	Iteration 80F: 3 clusters Score -1077295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1077296.750000 Penalty: 4592.103516
	Iteration 81Q: 3 clusters Score -1077297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1077298.500000 Penalty: 4592.103516
	Iteration 82Q: 3 clusters Score -1077298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1077302.750000 Penalty: 4592.103516
	Iteration 83Q: 3 clusters Score -1077303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1077305.875000 Penalty: 4592.103516
	Iteration 84Q: 3 clusters Score -1077306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1077304.875000 Penalty: 4592.103516
	Iteration 85Q: 3 clusters Score -1077305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1077309.750000 Penalty: 4592.103516
	Iteration 86Q: 3 clusters Score -1077310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1077313.875000 Penalty: 4592.103516
	Iteration 87Q: 3 clusters Score -1077314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1077315.125000 Penalty: 4592.103516
	Iteration 88Q: 3 clusters Score -1077315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1077316.000000 Penalty: 4592.103516
	Iteration 89Q: 3 clusters Score -1077316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1077318.500000 Penalty: 4592.103516
	Iteration 90Q: 3 clusters Score -1077318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1077320.875000 Penalty: 4592.103516
	Iteration 91Q: 3 clusters Score -1077321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1077324.375000 Penalty: 4592.103516
	Iteration 92Q: 3 clusters Score -1077324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1077325.625000 Penalty: 4592.103516
	Iteration 93Q: 3 clusters Score -1077326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1077326.000000 Penalty: 4592.103516
	Iteration 94Q: 3 clusters Score -1077326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1077328.750000 Penalty: 4592.103516
	Iteration 95Q: 3 clusters Score -1077329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1077328.750000 Penalty: 4592.103516
	Iteration 96F: 3 clusters Score -1077329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Entering Unmasked Estep 
Score: -14458914.000000 Penalty: 2917.003418
	Iteration 0F: 2 clusters Score -1.445891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -14373237.000000 Penalty: 5834.006836
	Iteration 0F: 3 clusters Score -1.437324e+07 nChanged 61200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -14409284.000000 Penalty: 5834.006836
	Iteration 1F: 3 clusters Score -1.440928e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -14411258.000000 Penalty: 5834.006836
	Iteration 2Q: 3 clusters Score -1.441126e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -14414031.000000 Penalty: 5834.006836
	Iteration 3F: 3 clusters Score -1.441403e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -14417428.000000 Penalty: 5834.006836
	Iteration 4F: 3 clusters Score -1.441743e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -14420875.000000 Penalty: 5834.006836
	Iteration 5F: 3 clusters Score -1.442088e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -14423976.000000 Penalty: 5834.006836
	Iteration 6F: 3 clusters Score -1.442398e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -14426358.000000 Penalty: 5834.006836
	Iteration 7Q: 3 clusters Score -1.442636e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -14427778.000000 Penalty: 5834.006836
	Iteration 8Q: 3 clusters Score -1.442778e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -14428760.000000 Penalty: 5834.006836
	Iteration 9Q: 3 clusters Score -1.442876e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -14429377.000000 Penalty: 5834.006836
	Iteration 10Q: 3 clusters Score -1.442938e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -14429764.000000 Penalty: 5834.006836
	Iteration 11Q: 3 clusters Score -1.442976e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -14430123.000000 Penalty: 5834.006836
	Iteration 12Q: 3 clusters Score -1.443012e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -14430387.000000 Penalty: 5834.006836
	Iteration 13Q: 3 clusters Score -1.443039e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -14430779.000000 Penalty: 5834.006836
	Iteration 14Q: 3 clusters Score -1.443078e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -14431164.000000 Penalty: 5834.006836
	Iteration 15Q: 3 clusters Score -1.443116e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -14431607.000000 Penalty: 5834.006836
	Iteration 16Q: 3 clusters Score -1.443161e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -14432144.000000 Penalty: 5834.006836
	Iteration 17Q: 3 clusters Score -1.443214e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -14432974.000000 Penalty: 5834.006836
	Iteration 18Q: 3 clusters Score -1.443297e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -14434285.000000 Penalty: 5834.006836
	Iteration 19Q: 3 clusters Score -1.443428e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -14436462.000000 Penalty: 5834.006836
	Iteration 20F: 3 clusters Score -1.443646e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 107237 members 
Entering Unmasked Estep 
Score: -14439520.000000 Penalty: 5834.006836
	Iteration 21Q: 3 clusters Score -1.443952e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -14443251.000000 Penalty: 5834.006836
	Iteration 22Q: 3 clusters Score -1.444325e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 117725 members 
Entering Unmasked Estep 
Score: -14447440.000000 Penalty: 5834.006836
	Iteration 23Q: 3 clusters Score -1.444744e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
Score: -14451096.000000 Penalty: 5834.006836
	Iteration 24Q: 3 clusters Score -1.44511e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 124930 members 
Entering Unmasked Estep 
Score: -14453735.000000 Penalty: 5834.006836
	Iteration 25Q: 3 clusters Score -1.445374e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 126486 members 
Entering Unmasked Estep 
Score: -14455131.000000 Penalty: 5834.006836
	Iteration 26Q: 3 clusters Score -1.445513e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 127206 members 
Entering Unmasked Estep 
Score: -14455849.000000 Penalty: 5834.006836
	Iteration 27Q: 3 clusters Score -1.445585e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 127485 members 
Entering Unmasked Estep 
Score: -14456168.000000 Penalty: 5834.006836
	Iteration 28Q: 3 clusters Score -1.445617e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 127614 members 
Entering Unmasked Estep 
Score: -14456295.000000 Penalty: 5834.006836
	Iteration 29Q: 3 clusters Score -1.44563e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 127672 members 
Entering Unmasked Estep 
Score: -14456373.000000 Penalty: 5834.006836
	Iteration 30Q: 3 clusters Score -1.445637e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 127712 members 
Entering Unmasked Estep 
Score: -14456440.000000 Penalty: 5834.006836
	Iteration 31Q: 3 clusters Score -1.445644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 127728 members 
Entering Unmasked Estep 
Score: -14456469.000000 Penalty: 5834.006836
	Iteration 32Q: 3 clusters Score -1.445647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -14456498.000000 Penalty: 5834.006836
	Iteration 33Q: 3 clusters Score -1.44565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 127744 members 
Entering Unmasked Estep 
Score: -14456517.000000 Penalty: 5834.006836
	Iteration 34Q: 3 clusters Score -1.445652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 127754 members 
Entering Unmasked Estep 
Score: -14456544.000000 Penalty: 5834.006836
	Iteration 35Q: 3 clusters Score -1.445654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 127756 members 
Entering Unmasked Estep 
Score: -14456549.000000 Penalty: 5834.006836
	Iteration 36Q: 3 clusters Score -1.445655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 127759 members 
Entering Unmasked Estep 
Score: -14456549.000000 Penalty: 5834.006836
	Iteration 37Q: 3 clusters Score -1.445655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -14456561.000000 Penalty: 5834.006836
	Iteration 38Q: 3 clusters Score -1.445656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -14456573.000000 Penalty: 5834.006836
	Iteration 39Q: 3 clusters Score -1.445657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -14456569.000000 Penalty: 5834.006836
	Iteration 40F: 3 clusters Score -1.445657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 127763 members 
Entering Unmasked Estep 
Score: -14456587.000000 Penalty: 5834.006836
	Iteration 41Q: 3 clusters Score -1.445659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 127768 members 
Entering Unmasked Estep 
Score: -14456595.000000 Penalty: 5834.006836
	Iteration 42Q: 3 clusters Score -1.44566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 127772 members 
Entering Unmasked Estep 
Score: -14456600.000000 Penalty: 5834.006836
	Iteration 43Q: 3 clusters Score -1.44566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 127771 members 
Entering Unmasked Estep 
Score: -14456599.000000 Penalty: 5834.006836
	Iteration 44Q: 3 clusters Score -1.44566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -14456601.000000 Penalty: 5834.006836
	Iteration 45Q: 3 clusters Score -1.44566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 127776 members 
Entering Unmasked Estep 
Score: -14456600.000000 Penalty: 5834.006836
	Iteration 46Q: 3 clusters Score -1.44566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 127777 members 
Entering Unmasked Estep 
Score: -14456603.000000 Penalty: 5834.006836
	Iteration 47Q: 3 clusters Score -1.44566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 127775 members 
Entering Unmasked Estep 
Score: -14456616.000000 Penalty: 5834.006836
	Iteration 48Q: 3 clusters Score -1.445662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 127775 members 
Entering Unmasked Estep 
Score: -14456616.000000 Penalty: 5834.006836
	Iteration 49F: 3 clusters Score -1.445662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -1073927.125000 Penalty: 2282.871338
	Iteration 0F: 2 clusters Score -1073927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1066311.375000 Penalty: 4565.742676
	Iteration 0F: 3 clusters Score -1066311 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1068656.000000 Penalty: 4565.742676
	Iteration 1F: 3 clusters Score -1068656 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1069045.375000 Penalty: 4565.742676
	Iteration 2F: 3 clusters Score -1069045 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1069350.625000 Penalty: 4565.742676
	Iteration 3F: 3 clusters Score -1069351 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1069634.000000 Penalty: 4565.742676
	Iteration 4F: 3 clusters Score -1069634 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1069893.500000 Penalty: 4565.742676
	Iteration 5Q: 3 clusters Score -1069894 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1070142.875000 Penalty: 4565.742676
	Iteration 6Q: 3 clusters Score -1070143 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1070383.000000 Penalty: 4565.742676
	Iteration 7Q: 3 clusters Score -1070383 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1070613.625000 Penalty: 4565.742676
	Iteration 8Q: 3 clusters Score -1070614 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1070830.125000 Penalty: 4565.742676
	Iteration 9Q: 3 clusters Score -1070830 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1071052.625000 Penalty: 4565.742676
	Iteration 10Q: 3 clusters Score -1071053 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1071266.250000 Penalty: 4565.742676
	Iteration 11Q: 3 clusters Score -1071266 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1071481.375000 Penalty: 4565.742676
	Iteration 12Q: 3 clusters Score -1071481 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1071641.000000 Penalty: 4565.742676
	Iteration 13Q: 3 clusters Score -1071641 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1071742.125000 Penalty: 4565.742676
	Iteration 14Q: 3 clusters Score -1071742 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1071800.750000 Penalty: 4565.742676
	Iteration 15Q: 3 clusters Score -1071801 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1071857.000000 Penalty: 4565.742676
	Iteration 16Q: 3 clusters Score -1071857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1071895.500000 Penalty: 4565.742676
	Iteration 17Q: 3 clusters Score -1071896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1071935.500000 Penalty: 4565.742676
	Iteration 18Q: 3 clusters Score -1071936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1071955.625000 Penalty: 4565.742676
	Iteration 19Q: 3 clusters Score -1071956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1071976.250000 Penalty: 4565.742676
	Iteration 20F: 3 clusters Score -1071976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1072005.500000 Penalty: 4565.742676
	Iteration 21Q: 3 clusters Score -1072006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1072032.250000 Penalty: 4565.742676
	Iteration 22Q: 3 clusters Score -1072032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1072052.250000 Penalty: 4565.742676
	Iteration 23Q: 3 clusters Score -1072052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1072062.875000 Penalty: 4565.742676
	Iteration 24Q: 3 clusters Score -1072063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1072075.500000 Penalty: 4565.742676
	Iteration 25Q: 3 clusters Score -1072076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1072087.250000 Penalty: 4565.742676
	Iteration 26Q: 3 clusters Score -1072087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1072104.750000 Penalty: 4565.742676
	Iteration 27Q: 3 clusters Score -1072105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1072123.375000 Penalty: 4565.742676
	Iteration 28Q: 3 clusters Score -1072123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1072133.875000 Penalty: 4565.742676
	Iteration 29Q: 3 clusters Score -1072134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1072139.000000 Penalty: 4565.742676
	Iteration 30Q: 3 clusters Score -1072139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1072157.625000 Penalty: 4565.742676
	Iteration 31Q: 3 clusters Score -1072158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1072171.500000 Penalty: 4565.742676
	Iteration 32Q: 3 clusters Score -1072172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1072181.125000 Penalty: 4565.742676
	Iteration 33Q: 3 clusters Score -1072181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1072194.000000 Penalty: 4565.742676
	Iteration 34Q: 3 clusters Score -1072194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1072202.750000 Penalty: 4565.742676
	Iteration 35Q: 3 clusters Score -1072203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1072211.500000 Penalty: 4565.742676
	Iteration 36Q: 3 clusters Score -1072212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1072212.875000 Penalty: 4565.742676
	Iteration 37Q: 3 clusters Score -1072213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1072216.125000 Penalty: 4565.742676
	Iteration 38Q: 3 clusters Score -1072216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1072222.625000 Penalty: 4565.742676
	Iteration 39Q: 3 clusters Score -1072223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1072226.625000 Penalty: 4565.742676
	Iteration 40F: 3 clusters Score -1072227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1072230.250000 Penalty: 4565.742676
	Iteration 41Q: 3 clusters Score -1072230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1072231.750000 Penalty: 4565.742676
	Iteration 42Q: 3 clusters Score -1072232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1072233.625000 Penalty: 4565.742676
	Iteration 43Q: 3 clusters Score -1072234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1072237.000000 Penalty: 4565.742676
	Iteration 44Q: 3 clusters Score -1072237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1072237.750000 Penalty: 4565.742676
	Iteration 45Q: 3 clusters Score -1072238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1072239.750000 Penalty: 4565.742676
	Iteration 46Q: 3 clusters Score -1072240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1072240.125000 Penalty: 4565.742676
	Iteration 47Q: 3 clusters Score -1072240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1072240.125000 Penalty: 4565.742676
	Iteration 48F: 3 clusters Score -1072240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47979.800781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -47979.8 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 234 members 
Entering Unmasked Estep 
Score: -46473.570312 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -46473.57 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46629.562500 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46629.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46734.898438 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -46734.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46795.718750 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -46795.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46809.066406 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -46809.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46827.695312 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -46827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46838.558594 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -46838.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46845.105469 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -46845.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46846.281250 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -46846.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46846.281250 Penalty: 3075.452393
	Iteration 9F: 3 clusters Score -46846.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Entering Unmasked Estep 
Score: -1522742.625000 Penalty: 2361.330811
	Iteration 0F: 2 clusters Score -1522743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1512694.625000 Penalty: 4722.661621
	Iteration 0F: 3 clusters Score -1512695 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1515890.000000 Penalty: 4722.661621
	Iteration 1F: 3 clusters Score -1515890 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1516274.750000 Penalty: 4722.661621
	Iteration 2F: 3 clusters Score -1516275 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1516598.250000 Penalty: 4722.661621
	Iteration 3F: 3 clusters Score -1516598 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1516917.750000 Penalty: 4722.661621
	Iteration 4Q: 3 clusters Score -1516918 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1517195.500000 Penalty: 4722.661621
	Iteration 5Q: 3 clusters Score -1517196 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1517414.750000 Penalty: 4722.661621
	Iteration 6Q: 3 clusters Score -1517415 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1517625.250000 Penalty: 4722.661621
	Iteration 7Q: 3 clusters Score -1517625 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1517822.250000 Penalty: 4722.661621
	Iteration 8Q: 3 clusters Score -1517822 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1518003.750000 Penalty: 4722.661621
	Iteration 9Q: 3 clusters Score -1518004 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1518152.750000 Penalty: 4722.661621
	Iteration 10Q: 3 clusters Score -1518153 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1518293.375000 Penalty: 4722.661621
	Iteration 11Q: 3 clusters Score -1518293 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1518442.000000 Penalty: 4722.661621
	Iteration 12Q: 3 clusters Score -1518442 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1518624.125000 Penalty: 4722.661621
	Iteration 13Q: 3 clusters Score -1518624 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1518823.000000 Penalty: 4722.661621
	Iteration 14Q: 3 clusters Score -1518823 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1519053.000000 Penalty: 4722.661621
	Iteration 15Q: 3 clusters Score -1519053 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1519339.250000 Penalty: 4722.661621
	Iteration 16Q: 3 clusters Score -1519339 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1519700.500000 Penalty: 4722.661621
	Iteration 17Q: 3 clusters Score -1519700 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1520064.750000 Penalty: 4722.661621
	Iteration 18Q: 3 clusters Score -1520065 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1520415.875000 Penalty: 4722.661621
	Iteration 19Q: 3 clusters Score -1520416 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1520683.500000 Penalty: 4722.661621
	Iteration 20F: 3 clusters Score -1520684 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1520857.250000 Penalty: 4722.661621
	Iteration 21Q: 3 clusters Score -1520857 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1520961.250000 Penalty: 4722.661621
	Iteration 22Q: 3 clusters Score -1520961 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1521007.750000 Penalty: 4722.661621
	Iteration 23Q: 3 clusters Score -1521008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1521051.500000 Penalty: 4722.661621
	Iteration 24Q: 3 clusters Score -1521052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1521081.250000 Penalty: 4722.661621
	Iteration 25Q: 3 clusters Score -1521081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1521099.625000 Penalty: 4722.661621
	Iteration 26Q: 3 clusters Score -1521100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1521118.125000 Penalty: 4722.661621
	Iteration 27Q: 3 clusters Score -1521118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1521134.375000 Penalty: 4722.661621
	Iteration 28Q: 3 clusters Score -1521134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1521146.000000 Penalty: 4722.661621
	Iteration 29Q: 3 clusters Score -1521146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1521160.000000 Penalty: 4722.661621
	Iteration 30Q: 3 clusters Score -1521160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1521167.625000 Penalty: 4722.661621
	Iteration 31Q: 3 clusters Score -1521168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1521177.000000 Penalty: 4722.661621
	Iteration 32Q: 3 clusters Score -1521177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1521190.375000 Penalty: 4722.661621
	Iteration 33Q: 3 clusters Score -1521190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1521202.125000 Penalty: 4722.661621
	Iteration 34Q: 3 clusters Score -1521202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1521218.500000 Penalty: 4722.661621
	Iteration 35Q: 3 clusters Score -1521218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1521236.500000 Penalty: 4722.661621
	Iteration 36Q: 3 clusters Score -1521236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1521257.000000 Penalty: 4722.661621
	Iteration 37Q: 3 clusters Score -1521257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1521278.875000 Penalty: 4722.661621
	Iteration 38Q: 3 clusters Score -1521279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1521299.375000 Penalty: 4722.661621
	Iteration 39Q: 3 clusters Score -1521299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1521310.000000 Penalty: 4722.661621
	Iteration 40F: 3 clusters Score -1521310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1521326.000000 Penalty: 4722.661621
	Iteration 41Q: 3 clusters Score -1521326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1521343.125000 Penalty: 4722.661621
	Iteration 42Q: 3 clusters Score -1521343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1521356.375000 Penalty: 4722.661621
	Iteration 43Q: 3 clusters Score -1521356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1521366.000000 Penalty: 4722.661621
	Iteration 44Q: 3 clusters Score -1521366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1521369.875000 Penalty: 4722.661621
	Iteration 45Q: 3 clusters Score -1521370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1521375.250000 Penalty: 4722.661621
	Iteration 46Q: 3 clusters Score -1521375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1521373.875000 Penalty: 4722.661621
	Iteration 47Q: 3 clusters Score -1521374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1521379.000000 Penalty: 4722.661621
	Iteration 48Q: 3 clusters Score -1521379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1521380.125000 Penalty: 4722.661621
	Iteration 49Q: 3 clusters Score -1521380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1521377.250000 Penalty: 4722.661621
	Iteration 50Q: 3 clusters Score -1521377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1521381.375000 Penalty: 4722.661621
	Iteration 51Q: 3 clusters Score -1521381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1521381.000000 Penalty: 4722.661621
	Iteration 52Q: 3 clusters Score -1521381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1521382.500000 Penalty: 4722.661621
	Iteration 53Q: 3 clusters Score -1521382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1521384.375000 Penalty: 4722.661621
	Iteration 54Q: 3 clusters Score -1521384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1521386.750000 Penalty: 4722.661621
	Iteration 55Q: 3 clusters Score -1521387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1521385.000000 Penalty: 4722.661621
	Iteration 56Q: 3 clusters Score -1521385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1521386.500000 Penalty: 4722.661621
	Iteration 57Q: 3 clusters Score -1521386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1521387.750000 Penalty: 4722.661621
	Iteration 58Q: 3 clusters Score -1521388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1521387.125000 Penalty: 4722.661621
	Iteration 59Q: 3 clusters Score -1521387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1521386.625000 Penalty: 4722.661621
	Iteration 60F: 3 clusters Score -1521387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -674924.687500 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -674924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -669762.062500 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -669762.1 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -671096.312500 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -671096.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -671367.562500 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -671367.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -671541.062500 Penalty: 4311.974609
	Iteration 3F: 3 clusters Score -671541.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -671652.812500 Penalty: 4311.974609
	Iteration 4Q: 3 clusters Score -671652.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -671725.812500 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -671725.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -671796.125000 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -671796.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -671879.125000 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -671879.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -671970.187500 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -671970.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -672071.750000 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -672071.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -672165.750000 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -672165.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -672264.625000 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -672264.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -672347.125000 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -672347.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -672428.750000 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -672428.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -672506.937500 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -672506.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -672577.187500 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -672577.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -672646.750000 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -672646.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -672723.187500 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -672723.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -672804.562500 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -672804.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -672866.000000 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -672866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -672913.687500 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -672913.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -672946.812500 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -672946.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -672968.312500 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -672968.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -672981.500000 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -672981.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -672987.500000 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -672987.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -672997.375000 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -672997.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -673005.250000 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -673005.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -673015.812500 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -673015.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -673030.500000 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -673030.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -673036.062500 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -673036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -673039.062500 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -673039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -673040.500000 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -673040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -673044.000000 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -673044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -673047.125000 Penalty: 4311.974609
	Iteration 33Q: 3 clusters Score -673047.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -673047.750000 Penalty: 4311.974609
	Iteration 34Q: 3 clusters Score -673047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -673047.750000 Penalty: 4311.974609
	Iteration 35F: 3 clusters Score -673047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Entering Unmasked Estep 
Score: -1534913.875000 Penalty: 2369.515381
	Iteration 0F: 2 clusters Score -1534914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1524598.250000 Penalty: 4739.030762
	Iteration 0F: 3 clusters Score -1524598 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1528187.500000 Penalty: 4739.030762
	Iteration 1F: 3 clusters Score -1528188 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1529124.000000 Penalty: 4739.030762
	Iteration 2F: 3 clusters Score -1529124 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1530377.375000 Penalty: 4739.030762
	Iteration 3F: 3 clusters Score -1530377 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1531718.625000 Penalty: 4739.030762
	Iteration 4F: 3 clusters Score -1531719 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1532692.625000 Penalty: 4739.030762
	Iteration 5F: 3 clusters Score -1532693 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1533245.125000 Penalty: 4739.030762
	Iteration 6F: 3 clusters Score -1533245 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1533529.000000 Penalty: 4739.030762
	Iteration 7Q: 3 clusters Score -1533529 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1533669.500000 Penalty: 4739.030762
	Iteration 8Q: 3 clusters Score -1533670 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1533758.750000 Penalty: 4739.030762
	Iteration 9Q: 3 clusters Score -1533759 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1533809.625000 Penalty: 4739.030762
	Iteration 10Q: 3 clusters Score -1533810 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1533857.625000 Penalty: 4739.030762
	Iteration 11Q: 3 clusters Score -1533858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1533881.500000 Penalty: 4739.030762
	Iteration 12Q: 3 clusters Score -1533882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1533890.500000 Penalty: 4739.030762
	Iteration 13Q: 3 clusters Score -1533890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1533898.125000 Penalty: 4739.030762
	Iteration 14Q: 3 clusters Score -1533898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1533906.875000 Penalty: 4739.030762
	Iteration 15Q: 3 clusters Score -1533907 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1533909.625000 Penalty: 4739.030762
	Iteration 16Q: 3 clusters Score -1533910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1533921.500000 Penalty: 4739.030762
	Iteration 17Q: 3 clusters Score -1533922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1533919.000000 Penalty: 4739.030762
	Iteration 18Q: 3 clusters Score -1533919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1533923.750000 Penalty: 4739.030762
	Iteration 19Q: 3 clusters Score -1533924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1533927.000000 Penalty: 4739.030762
	Iteration 20F: 3 clusters Score -1533927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1533926.375000 Penalty: 4739.030762
	Iteration 21Q: 3 clusters Score -1533926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1533929.500000 Penalty: 4739.030762
	Iteration 22Q: 3 clusters Score -1533930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1533926.125000 Penalty: 4739.030762
	Iteration 23Q: 3 clusters Score -1533926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1533931.000000 Penalty: 4739.030762
	Iteration 24Q: 3 clusters Score -1533931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1533932.375000 Penalty: 4739.030762
	Iteration 25Q: 3 clusters Score -1533932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1533932.250000 Penalty: 4739.030762
	Iteration 26Q: 3 clusters Score -1533932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1533930.625000 Penalty: 4739.030762
	Iteration 27Q: 3 clusters Score -1533931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1533928.625000 Penalty: 4739.030762
	Iteration 28Q: 3 clusters Score -1533929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1533932.500000 Penalty: 4739.030762
	Iteration 29Q: 3 clusters Score -1533932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1533934.750000 Penalty: 4739.030762
	Iteration 30Q: 3 clusters Score -1533935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1533937.750000 Penalty: 4739.030762
	Iteration 31Q: 3 clusters Score -1533938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1533937.750000 Penalty: 4739.030762
	Iteration 32F: 3 clusters Score -1533938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -288575.843750 Penalty: 2000.575195
	Iteration 0F: 2 clusters Score -288575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -285212.531250 Penalty: 4001.150391
	Iteration 0F: 3 clusters Score -285212.5 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -286058.250000 Penalty: 4001.150391
	Iteration 1F: 3 clusters Score -286058.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -286386.812500 Penalty: 4001.150391
	Iteration 2F: 3 clusters Score -286386.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -286719.937500 Penalty: 4001.150391
	Iteration 3F: 3 clusters Score -286719.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -287025.750000 Penalty: 4001.150391
	Iteration 4F: 3 clusters Score -287025.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -287232.718750 Penalty: 4001.150391
	Iteration 5F: 3 clusters Score -287232.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -287384.500000 Penalty: 4001.150391
	Iteration 6Q: 3 clusters Score -287384.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -287476.750000 Penalty: 4001.150391
	Iteration 7Q: 3 clusters Score -287476.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -287538.875000 Penalty: 4001.150391
	Iteration 8Q: 3 clusters Score -287538.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -287571.375000 Penalty: 4001.150391
	Iteration 9Q: 3 clusters Score -287571.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -287595.750000 Penalty: 4001.150391
	Iteration 10Q: 3 clusters Score -287595.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -287617.250000 Penalty: 4001.150391
	Iteration 11Q: 3 clusters Score -287617.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -287637.562500 Penalty: 4001.150391
	Iteration 12Q: 3 clusters Score -287637.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -287657.687500 Penalty: 4001.150391
	Iteration 13Q: 3 clusters Score -287657.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -287675.875000 Penalty: 4001.150391
	Iteration 14Q: 3 clusters Score -287675.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -287689.656250 Penalty: 4001.150391
	Iteration 15Q: 3 clusters Score -287689.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -287696.718750 Penalty: 4001.150391
	Iteration 16Q: 3 clusters Score -287696.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287699.406250 Penalty: 4001.150391
	Iteration 17Q: 3 clusters Score -287699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -287701.500000 Penalty: 4001.150391
	Iteration 18Q: 3 clusters Score -287701.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -287704.000000 Penalty: 4001.150391
	Iteration 19Q: 3 clusters Score -287704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -287706.187500 Penalty: 4001.150391
	Iteration 20F: 3 clusters Score -287706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -287709.281250 Penalty: 4001.150391
	Iteration 21Q: 3 clusters Score -287709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287710.593750 Penalty: 4001.150391
	Iteration 22Q: 3 clusters Score -287710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -287710.843750 Penalty: 4001.150391
	Iteration 23Q: 3 clusters Score -287710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -287711.312500 Penalty: 4001.150391
	Iteration 24Q: 3 clusters Score -287711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -287711.312500 Penalty: 4001.150391
	Iteration 25F: 3 clusters Score -287711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Entering Unmasked Estep 
Score: -1734859.750000 Penalty: 2404.356689
	Iteration 0F: 2 clusters Score -1734860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1723242.625000 Penalty: 4808.713379
	Iteration 0F: 3 clusters Score -1723243 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1727114.000000 Penalty: 4808.713379
	Iteration 1F: 3 clusters Score -1727114 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1727618.250000 Penalty: 4808.713379
	Iteration 2F: 3 clusters Score -1727618 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1728064.500000 Penalty: 4808.713379
	Iteration 3F: 3 clusters Score -1728064 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1728506.625000 Penalty: 4808.713379
	Iteration 4F: 3 clusters Score -1728507 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1728955.000000 Penalty: 4808.713379
	Iteration 5F: 3 clusters Score -1728955 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1729491.875000 Penalty: 4808.713379
	Iteration 6F: 3 clusters Score -1729492 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1730036.625000 Penalty: 4808.713379
	Iteration 7F: 3 clusters Score -1730037 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1730559.625000 Penalty: 4808.713379
	Iteration 8Q: 3 clusters Score -1730560 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1731125.375000 Penalty: 4808.713379
	Iteration 9Q: 3 clusters Score -1731125 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1731739.750000 Penalty: 4808.713379
	Iteration 10Q: 3 clusters Score -1731740 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1732308.500000 Penalty: 4808.713379
	Iteration 11Q: 3 clusters Score -1732308 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1732931.000000 Penalty: 4808.713379
	Iteration 12Q: 3 clusters Score -1732931 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1733461.875000 Penalty: 4808.713379
	Iteration 13Q: 3 clusters Score -1733462 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1733803.375000 Penalty: 4808.713379
	Iteration 14Q: 3 clusters Score -1733803 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1734017.250000 Penalty: 4808.713379
	Iteration 15Q: 3 clusters Score -1734017 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1734182.625000 Penalty: 4808.713379
	Iteration 16Q: 3 clusters Score -1734183 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1734289.250000 Penalty: 4808.713379
	Iteration 17Q: 3 clusters Score -1734289 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1734360.000000 Penalty: 4808.713379
	Iteration 18Q: 3 clusters Score -1734360 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1734405.750000 Penalty: 4808.713379
	Iteration 19Q: 3 clusters Score -1734406 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1734450.250000 Penalty: 4808.713379
	Iteration 20F: 3 clusters Score -1734450 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1734487.875000 Penalty: 4808.713379
	Iteration 21Q: 3 clusters Score -1734488 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1734517.625000 Penalty: 4808.713379
	Iteration 22Q: 3 clusters Score -1734518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1734539.500000 Penalty: 4808.713379
	Iteration 23Q: 3 clusters Score -1734540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1734557.125000 Penalty: 4808.713379
	Iteration 24Q: 3 clusters Score -1734557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1734576.000000 Penalty: 4808.713379
	Iteration 25Q: 3 clusters Score -1734576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1734596.125000 Penalty: 4808.713379
	Iteration 26Q: 3 clusters Score -1734596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1734608.000000 Penalty: 4808.713379
	Iteration 27Q: 3 clusters Score -1734608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1734621.000000 Penalty: 4808.713379
	Iteration 28Q: 3 clusters Score -1734621 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1734642.000000 Penalty: 4808.713379
	Iteration 29Q: 3 clusters Score -1734642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1734656.625000 Penalty: 4808.713379
	Iteration 30Q: 3 clusters Score -1734657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1734678.875000 Penalty: 4808.713379
	Iteration 31Q: 3 clusters Score -1734679 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1734703.625000 Penalty: 4808.713379
	Iteration 32Q: 3 clusters Score -1734704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1734724.125000 Penalty: 4808.713379
	Iteration 33Q: 3 clusters Score -1734724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1734749.250000 Penalty: 4808.713379
	Iteration 34Q: 3 clusters Score -1734749 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1734765.125000 Penalty: 4808.713379
	Iteration 35Q: 3 clusters Score -1734765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1734776.250000 Penalty: 4808.713379
	Iteration 36Q: 3 clusters Score -1734776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1734783.000000 Penalty: 4808.713379
	Iteration 37Q: 3 clusters Score -1734783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1734801.625000 Penalty: 4808.713379
	Iteration 38Q: 3 clusters Score -1734802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1734815.000000 Penalty: 4808.713379
	Iteration 39Q: 3 clusters Score -1734815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1734816.250000 Penalty: 4808.713379
	Iteration 40F: 3 clusters Score -1734816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1734833.375000 Penalty: 4808.713379
	Iteration 41Q: 3 clusters Score -1734833 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1734835.875000 Penalty: 4808.713379
	Iteration 42Q: 3 clusters Score -1734836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1734848.875000 Penalty: 4808.713379
	Iteration 43Q: 3 clusters Score -1734849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1734853.750000 Penalty: 4808.713379
	Iteration 44Q: 3 clusters Score -1734854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1734866.000000 Penalty: 4808.713379
	Iteration 45Q: 3 clusters Score -1734866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1734865.625000 Penalty: 4808.713379
	Iteration 46Q: 3 clusters Score -1734866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1734879.375000 Penalty: 4808.713379
	Iteration 47Q: 3 clusters Score -1734879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1734883.625000 Penalty: 4808.713379
	Iteration 48Q: 3 clusters Score -1734884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1734893.500000 Penalty: 4808.713379
	Iteration 49Q: 3 clusters Score -1734894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1734905.750000 Penalty: 4808.713379
	Iteration 50Q: 3 clusters Score -1734906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1734908.625000 Penalty: 4808.713379
	Iteration 51Q: 3 clusters Score -1734909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1734912.250000 Penalty: 4808.713379
	Iteration 52Q: 3 clusters Score -1734912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1734916.250000 Penalty: 4808.713379
	Iteration 53Q: 3 clusters Score -1734916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1734930.875000 Penalty: 4808.713379
	Iteration 54Q: 3 clusters Score -1734931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1734939.750000 Penalty: 4808.713379
	Iteration 55Q: 3 clusters Score -1734940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1734934.125000 Penalty: 4808.713379
	Iteration 56Q: 3 clusters Score -1734934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1734941.125000 Penalty: 4808.713379
	Iteration 57Q: 3 clusters Score -1734941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1734946.875000 Penalty: 4808.713379
	Iteration 58Q: 3 clusters Score -1734947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1734951.500000 Penalty: 4808.713379
	Iteration 59Q: 3 clusters Score -1734952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1734957.375000 Penalty: 4808.713379
	Iteration 60F: 3 clusters Score -1734957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1734969.000000 Penalty: 4808.713379
	Iteration 61Q: 3 clusters Score -1734969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1734973.000000 Penalty: 4808.713379
	Iteration 62Q: 3 clusters Score -1734973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1734979.375000 Penalty: 4808.713379
	Iteration 63Q: 3 clusters Score -1734979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1734985.500000 Penalty: 4808.713379
	Iteration 64Q: 3 clusters Score -1734986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1734985.375000 Penalty: 4808.713379
	Iteration 65Q: 3 clusters Score -1734985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1734993.750000 Penalty: 4808.713379
	Iteration 66Q: 3 clusters Score -1734994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1734995.125000 Penalty: 4808.713379
	Iteration 67Q: 3 clusters Score -1734995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1734998.250000 Penalty: 4808.713379
	Iteration 68Q: 3 clusters Score -1734998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1734997.375000 Penalty: 4808.713379
	Iteration 69Q: 3 clusters Score -1734997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1735005.000000 Penalty: 4808.713379
	Iteration 70Q: 3 clusters Score -1735005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1735009.000000 Penalty: 4808.713379
	Iteration 71Q: 3 clusters Score -1735009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1735015.250000 Penalty: 4808.713379
	Iteration 72Q: 3 clusters Score -1735015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1735017.375000 Penalty: 4808.713379
	Iteration 73Q: 3 clusters Score -1735017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1735027.000000 Penalty: 4808.713379
	Iteration 74Q: 3 clusters Score -1735027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1735025.750000 Penalty: 4808.713379
	Iteration 75Q: 3 clusters Score -1735026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1735026.500000 Penalty: 4808.713379
	Iteration 76Q: 3 clusters Score -1735026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1735026.500000 Penalty: 4808.713379
	Iteration 77Q: 3 clusters Score -1735026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1735024.875000 Penalty: 4808.713379
	Iteration 78Q: 3 clusters Score -1735025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1735026.375000 Penalty: 4808.713379
	Iteration 79Q: 3 clusters Score -1735026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1735029.500000 Penalty: 4808.713379
	Iteration 80F: 3 clusters Score -1735030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1735031.250000 Penalty: 4808.713379
	Iteration 81Q: 3 clusters Score -1735031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1735033.500000 Penalty: 4808.713379
	Iteration 82Q: 3 clusters Score -1735034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1735034.625000 Penalty: 4808.713379
	Iteration 83Q: 3 clusters Score -1735035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1735036.875000 Penalty: 4808.713379
	Iteration 84Q: 3 clusters Score -1735037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1735039.125000 Penalty: 4808.713379
	Iteration 85Q: 3 clusters Score -1735039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1735035.375000 Penalty: 4808.713379
	Iteration 86Q: 3 clusters Score -1735035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1735038.625000 Penalty: 4808.713379
	Iteration 87Q: 3 clusters Score -1735039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1735038.125000 Penalty: 4808.713379
	Iteration 88Q: 3 clusters Score -1735038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1735040.625000 Penalty: 4808.713379
	Iteration 89Q: 3 clusters Score -1735041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1735039.375000 Penalty: 4808.713379
	Iteration 90Q: 3 clusters Score -1735039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1735042.750000 Penalty: 4808.713379
	Iteration 91Q: 3 clusters Score -1735043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1735044.625000 Penalty: 4808.713379
	Iteration 92Q: 3 clusters Score -1735045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1735049.875000 Penalty: 4808.713379
	Iteration 93Q: 3 clusters Score -1735050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1735048.875000 Penalty: 4808.713379
	Iteration 94Q: 3 clusters Score -1735049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1735049.250000 Penalty: 4808.713379
	Iteration 95Q: 3 clusters Score -1735049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1735047.625000 Penalty: 4808.713379
	Iteration 96Q: 3 clusters Score -1735048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1735048.625000 Penalty: 4808.713379
	Iteration 97Q: 3 clusters Score -1735049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1735049.000000 Penalty: 4808.713379
	Iteration 98Q: 3 clusters Score -1735049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1735048.250000 Penalty: 4808.713379
	Iteration 99Q: 3 clusters Score -1735048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1735048.125000 Penalty: 4808.713379
	Iteration 100F: 3 clusters Score -1735048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1735049.875000 Penalty: 4808.713379
	Iteration 101Q: 3 clusters Score -1735050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1735051.750000 Penalty: 4808.713379
	Iteration 102Q: 3 clusters Score -1735052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1735051.750000 Penalty: 4808.713379
	Iteration 103F: 3 clusters Score -1735052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53240 members 
Mstep: Class 4 contains 213790 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14108 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 7745 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33609 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16325 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Mstep: Class 72 contains 8491 members 
Entering Unmasked Estep 
Score: -139312752.000000 Penalty: 251259.593750
Splitting cluster 24 changes total score from -139313392.000000 to -139312752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Entering Unmasked Estep 
Score: -918264.812500 Penalty: 2245.430176
	Iteration 0F: 2 clusters Score -918264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -911541.687500 Penalty: 4490.860352
	Iteration 0F: 3 clusters Score -911541.7 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -913426.875000 Penalty: 4490.860352
	Iteration 1F: 3 clusters Score -913426.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -913712.687500 Penalty: 4490.860352
	Iteration 2F: 3 clusters Score -913712.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -913910.687500 Penalty: 4490.860352
	Iteration 3F: 3 clusters Score -913910.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -914069.000000 Penalty: 4490.860352
	Iteration 4Q: 3 clusters Score -914069 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -914186.250000 Penalty: 4490.860352
	Iteration 5Q: 3 clusters Score -914186.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -914287.250000 Penalty: 4490.860352
	Iteration 6Q: 3 clusters Score -914287.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -914396.312500 Penalty: 4490.860352
	Iteration 7Q: 3 clusters Score -914396.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -914495.000000 Penalty: 4490.860352
	Iteration 8Q: 3 clusters Score -914495 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -914610.187500 Penalty: 4490.860352
	Iteration 9Q: 3 clusters Score -914610.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -914769.312500 Penalty: 4490.860352
	Iteration 10Q: 3 clusters Score -914769.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -915007.187500 Penalty: 4490.860352
	Iteration 11Q: 3 clusters Score -915007.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -915352.750000 Penalty: 4490.860352
	Iteration 12Q: 3 clusters Score -915352.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -915782.437500 Penalty: 4490.860352
	Iteration 13Q: 3 clusters Score -915782.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -916246.625000 Penalty: 4490.860352
	Iteration 14Q: 3 clusters Score -916246.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -916655.125000 Penalty: 4490.860352
	Iteration 15Q: 3 clusters Score -916655.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -916978.187500 Penalty: 4490.860352
	Iteration 16Q: 3 clusters Score -916978.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -917144.812500 Penalty: 4490.860352
	Iteration 17Q: 3 clusters Score -917144.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -917238.312500 Penalty: 4490.860352
	Iteration 18Q: 3 clusters Score -917238.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -917282.437500 Penalty: 4490.860352
	Iteration 19Q: 3 clusters Score -917282.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -917317.125000 Penalty: 4490.860352
	Iteration 20F: 3 clusters Score -917317.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -917349.437500 Penalty: 4490.860352
	Iteration 21Q: 3 clusters Score -917349.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -917369.562500 Penalty: 4490.860352
	Iteration 22Q: 3 clusters Score -917369.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -917381.187500 Penalty: 4490.860352
	Iteration 23Q: 3 clusters Score -917381.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -917390.812500 Penalty: 4490.860352
	Iteration 24Q: 3 clusters Score -917390.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -917399.937500 Penalty: 4490.860352
	Iteration 25Q: 3 clusters Score -917399.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -917408.062500 Penalty: 4490.860352
	Iteration 26Q: 3 clusters Score -917408.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -917413.125000 Penalty: 4490.860352
	Iteration 27Q: 3 clusters Score -917413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -917414.062500 Penalty: 4490.860352
	Iteration 28Q: 3 clusters Score -917414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -917416.000000 Penalty: 4490.860352
	Iteration 29Q: 3 clusters Score -917416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -917414.687500 Penalty: 4490.860352
	Iteration 30Q: 3 clusters Score -917414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -917418.062500 Penalty: 4490.860352
	Iteration 31Q: 3 clusters Score -917418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -917417.625000 Penalty: 4490.860352
	Iteration 32Q: 3 clusters Score -917417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -917417.187500 Penalty: 4490.860352
	Iteration 33Q: 3 clusters Score -917417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -917417.187500 Penalty: 4490.860352
	Iteration 34F: 3 clusters Score -917417.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -904345.812500 Penalty: 2237.446045
	Iteration 0F: 2 clusters Score -904345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -897746.187500 Penalty: 4474.892090
	Iteration 0F: 3 clusters Score -897746.2 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -899558.562500 Penalty: 4474.892090
	Iteration 1F: 3 clusters Score -899558.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -899830.000000 Penalty: 4474.892090
	Iteration 2F: 3 clusters Score -899830 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -899997.625000 Penalty: 4474.892090
	Iteration 3Q: 3 clusters Score -899997.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -900134.062500 Penalty: 4474.892090
	Iteration 4Q: 3 clusters Score -900134.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -900232.750000 Penalty: 4474.892090
	Iteration 5Q: 3 clusters Score -900232.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -900314.500000 Penalty: 4474.892090
	Iteration 6Q: 3 clusters Score -900314.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -900369.125000 Penalty: 4474.892090
	Iteration 7Q: 3 clusters Score -900369.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -900429.250000 Penalty: 4474.892090
	Iteration 8Q: 3 clusters Score -900429.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -900487.062500 Penalty: 4474.892090
	Iteration 9Q: 3 clusters Score -900487.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -900559.500000 Penalty: 4474.892090
	Iteration 10Q: 3 clusters Score -900559.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -900647.437500 Penalty: 4474.892090
	Iteration 11Q: 3 clusters Score -900647.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -900733.812500 Penalty: 4474.892090
	Iteration 12Q: 3 clusters Score -900733.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -900814.375000 Penalty: 4474.892090
	Iteration 13Q: 3 clusters Score -900814.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -900902.812500 Penalty: 4474.892090
	Iteration 14Q: 3 clusters Score -900902.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -900999.187500 Penalty: 4474.892090
	Iteration 15Q: 3 clusters Score -900999.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -901087.625000 Penalty: 4474.892090
	Iteration 16Q: 3 clusters Score -901087.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -901193.500000 Penalty: 4474.892090
	Iteration 17Q: 3 clusters Score -901193.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -901299.625000 Penalty: 4474.892090
	Iteration 18Q: 3 clusters Score -901299.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -901402.000000 Penalty: 4474.892090
	Iteration 19Q: 3 clusters Score -901402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -901520.312500 Penalty: 4474.892090
	Iteration 20F: 3 clusters Score -901520.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -901665.250000 Penalty: 4474.892090
	Iteration 21Q: 3 clusters Score -901665.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -901820.250000 Penalty: 4474.892090
	Iteration 22Q: 3 clusters Score -901820.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -901973.875000 Penalty: 4474.892090
	Iteration 23Q: 3 clusters Score -901973.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -902128.312500 Penalty: 4474.892090
	Iteration 24Q: 3 clusters Score -902128.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -902261.937500 Penalty: 4474.892090
	Iteration 25Q: 3 clusters Score -902261.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -902378.750000 Penalty: 4474.892090
	Iteration 26Q: 3 clusters Score -902378.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -902496.250000 Penalty: 4474.892090
	Iteration 27Q: 3 clusters Score -902496.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -902593.000000 Penalty: 4474.892090
	Iteration 28Q: 3 clusters Score -902593 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -902670.437500 Penalty: 4474.892090
	Iteration 29Q: 3 clusters Score -902670.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -902748.625000 Penalty: 4474.892090
	Iteration 30Q: 3 clusters Score -902748.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -902814.750000 Penalty: 4474.892090
	Iteration 31Q: 3 clusters Score -902814.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -902847.187500 Penalty: 4474.892090
	Iteration 32Q: 3 clusters Score -902847.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -902876.375000 Penalty: 4474.892090
	Iteration 33Q: 3 clusters Score -902876.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -902897.187500 Penalty: 4474.892090
	Iteration 34Q: 3 clusters Score -902897.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -902906.125000 Penalty: 4474.892090
	Iteration 35Q: 3 clusters Score -902906.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -902909.812500 Penalty: 4474.892090
	Iteration 36Q: 3 clusters Score -902909.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -902917.437500 Penalty: 4474.892090
	Iteration 37Q: 3 clusters Score -902917.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -902917.750000 Penalty: 4474.892090
	Iteration 38Q: 3 clusters Score -902917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -902919.375000 Penalty: 4474.892090
	Iteration 39Q: 3 clusters Score -902919.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -902925.687500 Penalty: 4474.892090
	Iteration 40F: 3 clusters Score -902925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -902925.562500 Penalty: 4474.892090
	Iteration 41Q: 3 clusters Score -902925.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -902931.500000 Penalty: 4474.892090
	Iteration 42Q: 3 clusters Score -902931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -902934.500000 Penalty: 4474.892090
	Iteration 43Q: 3 clusters Score -902934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -902934.375000 Penalty: 4474.892090
	Iteration 44Q: 3 clusters Score -902934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -902937.312500 Penalty: 4474.892090
	Iteration 45Q: 3 clusters Score -902937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -902938.812500 Penalty: 4474.892090
	Iteration 46Q: 3 clusters Score -902938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -902942.937500 Penalty: 4474.892090
	Iteration 47Q: 3 clusters Score -902942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -902942.937500 Penalty: 4474.892090
	Iteration 48Q: 3 clusters Score -902942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -902943.187500 Penalty: 4474.892090
	Iteration 49Q: 3 clusters Score -902943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -902943.812500 Penalty: 4474.892090
	Iteration 50Q: 3 clusters Score -902943.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -902945.687500 Penalty: 4474.892090
	Iteration 51Q: 3 clusters Score -902945.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -902945.687500 Penalty: 4474.892090
	Iteration 52Q: 3 clusters Score -902945.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -902945.687500 Penalty: 4474.892090
	Iteration 53F: 3 clusters Score -902945.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Entering Unmasked Estep 
Score: -2876936.000000 Penalty: 2513.429932
	Iteration 0F: 2 clusters Score -2876936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2859541.750000 Penalty: 5026.859863
	Iteration 0F: 3 clusters Score -2859542 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2865399.250000 Penalty: 5026.859863
	Iteration 1F: 3 clusters Score -2865399 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2865838.250000 Penalty: 5026.859863
	Iteration 2Q: 3 clusters Score -2865838 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2866267.250000 Penalty: 5026.859863
	Iteration 3Q: 3 clusters Score -2866267 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2866716.500000 Penalty: 5026.859863
	Iteration 4Q: 3 clusters Score -2866716 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2867290.000000 Penalty: 5026.859863
	Iteration 5Q: 3 clusters Score -2867290 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2868059.250000 Penalty: 5026.859863
	Iteration 6F: 3 clusters Score -2868059 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2869065.250000 Penalty: 5026.859863
	Iteration 7F: 3 clusters Score -2869065 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2870249.750000 Penalty: 5026.859863
	Iteration 8F: 3 clusters Score -2870250 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2871513.000000 Penalty: 5026.859863
	Iteration 9F: 3 clusters Score -2871513 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2872646.250000 Penalty: 5026.859863
	Iteration 10F: 3 clusters Score -2872646 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2873528.250000 Penalty: 5026.859863
	Iteration 11Q: 3 clusters Score -2873528 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2874063.750000 Penalty: 5026.859863
	Iteration 12Q: 3 clusters Score -2874064 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2874339.250000 Penalty: 5026.859863
	Iteration 13Q: 3 clusters Score -2874339 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2874536.500000 Penalty: 5026.859863
	Iteration 14Q: 3 clusters Score -2874536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2874665.000000 Penalty: 5026.859863
	Iteration 15Q: 3 clusters Score -2874665 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2874748.750000 Penalty: 5026.859863
	Iteration 16Q: 3 clusters Score -2874749 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2874808.250000 Penalty: 5026.859863
	Iteration 17Q: 3 clusters Score -2874808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2874834.000000 Penalty: 5026.859863
	Iteration 18Q: 3 clusters Score -2874834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2874854.500000 Penalty: 5026.859863
	Iteration 19Q: 3 clusters Score -2874854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2874870.250000 Penalty: 5026.859863
	Iteration 20F: 3 clusters Score -2874870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2874885.750000 Penalty: 5026.859863
	Iteration 21Q: 3 clusters Score -2874886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2874889.500000 Penalty: 5026.859863
	Iteration 22Q: 3 clusters Score -2874890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2874904.750000 Penalty: 5026.859863
	Iteration 23Q: 3 clusters Score -2874905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2874913.500000 Penalty: 5026.859863
	Iteration 24Q: 3 clusters Score -2874914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2874916.000000 Penalty: 5026.859863
	Iteration 25Q: 3 clusters Score -2874916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2874921.500000 Penalty: 5026.859863
	Iteration 26Q: 3 clusters Score -2874922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2874922.500000 Penalty: 5026.859863
	Iteration 27Q: 3 clusters Score -2874922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2874928.500000 Penalty: 5026.859863
	Iteration 28Q: 3 clusters Score -2874928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2874929.750000 Penalty: 5026.859863
	Iteration 29Q: 3 clusters Score -2874930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2874927.000000 Penalty: 5026.859863
	Iteration 30Q: 3 clusters Score -2874927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2874932.750000 Penalty: 5026.859863
	Iteration 31Q: 3 clusters Score -2874933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2874937.750000 Penalty: 5026.859863
	Iteration 32Q: 3 clusters Score -2874938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2874933.750000 Penalty: 5026.859863
	Iteration 33Q: 3 clusters Score -2874934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2874943.750000 Penalty: 5026.859863
	Iteration 34Q: 3 clusters Score -2874944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2874950.250000 Penalty: 5026.859863
	Iteration 35Q: 3 clusters Score -2874950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2874948.750000 Penalty: 5026.859863
	Iteration 36Q: 3 clusters Score -2874949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2874954.250000 Penalty: 5026.859863
	Iteration 37Q: 3 clusters Score -2874954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2874954.750000 Penalty: 5026.859863
	Iteration 38Q: 3 clusters Score -2874955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2874957.500000 Penalty: 5026.859863
	Iteration 39Q: 3 clusters Score -2874958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2874959.000000 Penalty: 5026.859863
	Iteration 40F: 3 clusters Score -2874959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2874961.000000 Penalty: 5026.859863
	Iteration 41Q: 3 clusters Score -2874961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2874962.500000 Penalty: 5026.859863
	Iteration 42Q: 3 clusters Score -2874962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2874963.250000 Penalty: 5026.859863
	Iteration 43Q: 3 clusters Score -2874963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2874960.750000 Penalty: 5026.859863
	Iteration 44Q: 3 clusters Score -2874961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2874960.750000 Penalty: 5026.859863
	Iteration 45F: 3 clusters Score -2874961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -5126034.000000 Penalty: 2659.118896
	Iteration 0F: 2 clusters Score -5126034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -5095405.500000 Penalty: 5318.237793
	Iteration 0F: 3 clusters Score -5095406 nChanged 20764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -5107376.000000 Penalty: 5318.237793
	Iteration 1F: 3 clusters Score -5107376 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5108447.000000 Penalty: 5318.237793
	Iteration 2F: 3 clusters Score -5108447 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -5109947.000000 Penalty: 5318.237793
	Iteration 3F: 3 clusters Score -5109947 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -5111659.000000 Penalty: 5318.237793
	Iteration 4F: 3 clusters Score -5111659 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -5113528.500000 Penalty: 5318.237793
	Iteration 5F: 3 clusters Score -5113528 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -5115239.500000 Penalty: 5318.237793
	Iteration 6F: 3 clusters Score -5115240 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5116452.500000 Penalty: 5318.237793
	Iteration 7F: 3 clusters Score -5116452 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -5117138.500000 Penalty: 5318.237793
	Iteration 8Q: 3 clusters Score -5117138 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -5117601.000000 Penalty: 5318.237793
	Iteration 9Q: 3 clusters Score -5117601 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -5117908.500000 Penalty: 5318.237793
	Iteration 10Q: 3 clusters Score -5117908 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5118040.500000 Penalty: 5318.237793
	Iteration 11Q: 3 clusters Score -5118040 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -5118192.500000 Penalty: 5318.237793
	Iteration 12Q: 3 clusters Score -5118192 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -5118345.500000 Penalty: 5318.237793
	Iteration 13Q: 3 clusters Score -5118346 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5118489.000000 Penalty: 5318.237793
	Iteration 14Q: 3 clusters Score -5118489 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -5118610.500000 Penalty: 5318.237793
	Iteration 15Q: 3 clusters Score -5118610 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -5118822.500000 Penalty: 5318.237793
	Iteration 16Q: 3 clusters Score -5118822 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5119061.500000 Penalty: 5318.237793
	Iteration 17Q: 3 clusters Score -5119062 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5119353.500000 Penalty: 5318.237793
	Iteration 18Q: 3 clusters Score -5119354 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -5119668.000000 Penalty: 5318.237793
	Iteration 19Q: 3 clusters Score -5119668 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -5120047.000000 Penalty: 5318.237793
	Iteration 20F: 3 clusters Score -5120047 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5120416.500000 Penalty: 5318.237793
	Iteration 21Q: 3 clusters Score -5120416 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -5120856.500000 Penalty: 5318.237793
	Iteration 22Q: 3 clusters Score -5120856 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -5121313.500000 Penalty: 5318.237793
	Iteration 23Q: 3 clusters Score -5121314 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5121825.000000 Penalty: 5318.237793
	Iteration 24Q: 3 clusters Score -5121825 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5122281.000000 Penalty: 5318.237793
	Iteration 25Q: 3 clusters Score -5122281 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -5122743.500000 Penalty: 5318.237793
	Iteration 26Q: 3 clusters Score -5122744 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5123110.000000 Penalty: 5318.237793
	Iteration 27Q: 3 clusters Score -5123110 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -5123446.500000 Penalty: 5318.237793
	Iteration 28Q: 3 clusters Score -5123446 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5123734.500000 Penalty: 5318.237793
	Iteration 29Q: 3 clusters Score -5123734 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5123907.000000 Penalty: 5318.237793
	Iteration 30Q: 3 clusters Score -5123907 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5124018.500000 Penalty: 5318.237793
	Iteration 31Q: 3 clusters Score -5124018 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -5124117.500000 Penalty: 5318.237793
	Iteration 32Q: 3 clusters Score -5124118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -5124193.000000 Penalty: 5318.237793
	Iteration 33Q: 3 clusters Score -5124193 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -5124244.500000 Penalty: 5318.237793
	Iteration 34Q: 3 clusters Score -5124244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -5124282.500000 Penalty: 5318.237793
	Iteration 35Q: 3 clusters Score -5124282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -5124317.000000 Penalty: 5318.237793
	Iteration 36Q: 3 clusters Score -5124317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5124335.500000 Penalty: 5318.237793
	Iteration 37Q: 3 clusters Score -5124336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -5124339.500000 Penalty: 5318.237793
	Iteration 38Q: 3 clusters Score -5124340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -5124351.000000 Penalty: 5318.237793
	Iteration 39Q: 3 clusters Score -5124351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -5124368.000000 Penalty: 5318.237793
	Iteration 40F: 3 clusters Score -5124368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5124374.500000 Penalty: 5318.237793
	Iteration 41Q: 3 clusters Score -5124374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5124381.500000 Penalty: 5318.237793
	Iteration 42Q: 3 clusters Score -5124382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5124385.000000 Penalty: 5318.237793
	Iteration 43Q: 3 clusters Score -5124385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -5124388.500000 Penalty: 5318.237793
	Iteration 44Q: 3 clusters Score -5124388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -5124390.500000 Penalty: 5318.237793
	Iteration 45Q: 3 clusters Score -5124390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -5124395.500000 Penalty: 5318.237793
	Iteration 46Q: 3 clusters Score -5124396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -5124396.000000 Penalty: 5318.237793
	Iteration 47Q: 3 clusters Score -5124396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -5124401.000000 Penalty: 5318.237793
	Iteration 48Q: 3 clusters Score -5124401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -5124401.000000 Penalty: 5318.237793
	Iteration 49F: 3 clusters Score -5124401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Entering Unmasked Estep 
Score: -1261915.375000 Penalty: 2330.061279
	Iteration 0F: 2 clusters Score -1261915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1252945.750000 Penalty: 4660.122559
	Iteration 0F: 3 clusters Score -1252946 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1255653.625000 Penalty: 4660.122559
	Iteration 1F: 3 clusters Score -1255654 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1256032.500000 Penalty: 4660.122559
	Iteration 2F: 3 clusters Score -1256032 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1256375.750000 Penalty: 4660.122559
	Iteration 3F: 3 clusters Score -1256376 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1256724.750000 Penalty: 4660.122559
	Iteration 4F: 3 clusters Score -1256725 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1257068.500000 Penalty: 4660.122559
	Iteration 5Q: 3 clusters Score -1257068 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1257523.250000 Penalty: 4660.122559
	Iteration 6Q: 3 clusters Score -1257523 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1258082.500000 Penalty: 4660.122559
	Iteration 7F: 3 clusters Score -1258082 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1258710.000000 Penalty: 4660.122559
	Iteration 8F: 3 clusters Score -1258710 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1259279.000000 Penalty: 4660.122559
	Iteration 9F: 3 clusters Score -1259279 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1259716.125000 Penalty: 4660.122559
	Iteration 10Q: 3 clusters Score -1259716 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1260060.750000 Penalty: 4660.122559
	Iteration 11Q: 3 clusters Score -1260061 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1260321.125000 Penalty: 4660.122559
	Iteration 12Q: 3 clusters Score -1260321 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1260464.375000 Penalty: 4660.122559
	Iteration 13Q: 3 clusters Score -1260464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1260545.625000 Penalty: 4660.122559
	Iteration 14Q: 3 clusters Score -1260546 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1260609.375000 Penalty: 4660.122559
	Iteration 15Q: 3 clusters Score -1260609 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1260645.250000 Penalty: 4660.122559
	Iteration 16Q: 3 clusters Score -1260645 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1260687.125000 Penalty: 4660.122559
	Iteration 17Q: 3 clusters Score -1260687 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1260712.625000 Penalty: 4660.122559
	Iteration 18Q: 3 clusters Score -1260713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1260737.875000 Penalty: 4660.122559
	Iteration 19Q: 3 clusters Score -1260738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1260754.750000 Penalty: 4660.122559
	Iteration 20F: 3 clusters Score -1260755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1260769.000000 Penalty: 4660.122559
	Iteration 21Q: 3 clusters Score -1260769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1260782.375000 Penalty: 4660.122559
	Iteration 22Q: 3 clusters Score -1260782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1260790.500000 Penalty: 4660.122559
	Iteration 23Q: 3 clusters Score -1260790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1260806.875000 Penalty: 4660.122559
	Iteration 24Q: 3 clusters Score -1260807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1260822.500000 Penalty: 4660.122559
	Iteration 25Q: 3 clusters Score -1260822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1260839.250000 Penalty: 4660.122559
	Iteration 26Q: 3 clusters Score -1260839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1260860.000000 Penalty: 4660.122559
	Iteration 27Q: 3 clusters Score -1260860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1260880.125000 Penalty: 4660.122559
	Iteration 28Q: 3 clusters Score -1260880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1260899.375000 Penalty: 4660.122559
	Iteration 29Q: 3 clusters Score -1260899 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1260926.000000 Penalty: 4660.122559
	Iteration 30Q: 3 clusters Score -1260926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1260959.250000 Penalty: 4660.122559
	Iteration 31Q: 3 clusters Score -1260959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1260997.750000 Penalty: 4660.122559
	Iteration 32Q: 3 clusters Score -1260998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1261055.000000 Penalty: 4660.122559
	Iteration 33Q: 3 clusters Score -1261055 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1261101.500000 Penalty: 4660.122559
	Iteration 34Q: 3 clusters Score -1261102 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1261145.750000 Penalty: 4660.122559
	Iteration 35Q: 3 clusters Score -1261146 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1261196.000000 Penalty: 4660.122559
	Iteration 36Q: 3 clusters Score -1261196 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1261227.000000 Penalty: 4660.122559
	Iteration 37Q: 3 clusters Score -1261227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1261252.750000 Penalty: 4660.122559
	Iteration 38Q: 3 clusters Score -1261253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1261271.125000 Penalty: 4660.122559
	Iteration 39Q: 3 clusters Score -1261271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1261291.375000 Penalty: 4660.122559
	Iteration 40F: 3 clusters Score -1261291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1261298.250000 Penalty: 4660.122559
	Iteration 41Q: 3 clusters Score -1261298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1261302.500000 Penalty: 4660.122559
	Iteration 42Q: 3 clusters Score -1261302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1261313.375000 Penalty: 4660.122559
	Iteration 43Q: 3 clusters Score -1261313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1261318.750000 Penalty: 4660.122559
	Iteration 44Q: 3 clusters Score -1261319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1261320.750000 Penalty: 4660.122559
	Iteration 45Q: 3 clusters Score -1261321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1261330.500000 Penalty: 4660.122559
	Iteration 46Q: 3 clusters Score -1261330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1261328.875000 Penalty: 4660.122559
	Iteration 47Q: 3 clusters Score -1261329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1261333.125000 Penalty: 4660.122559
	Iteration 48Q: 3 clusters Score -1261333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1261333.625000 Penalty: 4660.122559
	Iteration 49Q: 3 clusters Score -1261334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1261340.000000 Penalty: 4660.122559
	Iteration 50Q: 3 clusters Score -1261340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1261340.125000 Penalty: 4660.122559
	Iteration 51Q: 3 clusters Score -1261340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1261343.500000 Penalty: 4660.122559
	Iteration 52Q: 3 clusters Score -1261344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1261343.250000 Penalty: 4660.122559
	Iteration 53Q: 3 clusters Score -1261343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1261348.000000 Penalty: 4660.122559
	Iteration 54Q: 3 clusters Score -1261348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1261355.500000 Penalty: 4660.122559
	Iteration 55Q: 3 clusters Score -1261356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1261355.375000 Penalty: 4660.122559
	Iteration 56Q: 3 clusters Score -1261355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1261356.750000 Penalty: 4660.122559
	Iteration 57Q: 3 clusters Score -1261357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1261363.625000 Penalty: 4660.122559
	Iteration 58Q: 3 clusters Score -1261364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1261365.250000 Penalty: 4660.122559
	Iteration 59Q: 3 clusters Score -1261365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1261367.500000 Penalty: 4660.122559
	Iteration 60F: 3 clusters Score -1261368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1261369.875000 Penalty: 4660.122559
	Iteration 61Q: 3 clusters Score -1261370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1261368.625000 Penalty: 4660.122559
	Iteration 62Q: 3 clusters Score -1261369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1261371.250000 Penalty: 4660.122559
	Iteration 63Q: 3 clusters Score -1261371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1261366.625000 Penalty: 4660.122559
	Iteration 64Q: 3 clusters Score -1261367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1261366.500000 Penalty: 4660.122559
	Iteration 65Q: 3 clusters Score -1261366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1261366.500000 Penalty: 4660.122559
	Iteration 66F: 3 clusters Score -1261366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Entering Unmasked Estep 
Score: -1183808.375000 Penalty: 2302.261230
	Iteration 0F: 2 clusters Score -1183808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1175731.500000 Penalty: 4604.522461
	Iteration 0F: 3 clusters Score -1175732 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1178237.875000 Penalty: 4604.522461
	Iteration 1F: 3 clusters Score -1178238 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1178687.375000 Penalty: 4604.522461
	Iteration 2F: 3 clusters Score -1178687 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1179113.250000 Penalty: 4604.522461
	Iteration 3F: 3 clusters Score -1179113 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1179483.375000 Penalty: 4604.522461
	Iteration 4F: 3 clusters Score -1179483 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1179783.000000 Penalty: 4604.522461
	Iteration 5F: 3 clusters Score -1179783 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1180049.875000 Penalty: 4604.522461
	Iteration 6Q: 3 clusters Score -1180050 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1180284.500000 Penalty: 4604.522461
	Iteration 7Q: 3 clusters Score -1180284 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1180505.875000 Penalty: 4604.522461
	Iteration 8Q: 3 clusters Score -1180506 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1180711.750000 Penalty: 4604.522461
	Iteration 9Q: 3 clusters Score -1180712 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1180900.250000 Penalty: 4604.522461
	Iteration 10Q: 3 clusters Score -1180900 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1181064.000000 Penalty: 4604.522461
	Iteration 11Q: 3 clusters Score -1181064 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1181217.500000 Penalty: 4604.522461
	Iteration 12Q: 3 clusters Score -1181218 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1181365.125000 Penalty: 4604.522461
	Iteration 13Q: 3 clusters Score -1181365 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1181497.000000 Penalty: 4604.522461
	Iteration 14Q: 3 clusters Score -1181497 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1181636.375000 Penalty: 4604.522461
	Iteration 15Q: 3 clusters Score -1181636 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1181773.500000 Penalty: 4604.522461
	Iteration 16Q: 3 clusters Score -1181774 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1181913.625000 Penalty: 4604.522461
	Iteration 17Q: 3 clusters Score -1181914 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1182036.875000 Penalty: 4604.522461
	Iteration 18Q: 3 clusters Score -1182037 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1182142.750000 Penalty: 4604.522461
	Iteration 19Q: 3 clusters Score -1182143 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1182247.500000 Penalty: 4604.522461
	Iteration 20F: 3 clusters Score -1182248 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1182329.250000 Penalty: 4604.522461
	Iteration 21Q: 3 clusters Score -1182329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1182393.750000 Penalty: 4604.522461
	Iteration 22Q: 3 clusters Score -1182394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1182438.125000 Penalty: 4604.522461
	Iteration 23Q: 3 clusters Score -1182438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1182470.750000 Penalty: 4604.522461
	Iteration 24Q: 3 clusters Score -1182471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1182499.750000 Penalty: 4604.522461
	Iteration 25Q: 3 clusters Score -1182500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1182514.125000 Penalty: 4604.522461
	Iteration 26Q: 3 clusters Score -1182514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1182521.625000 Penalty: 4604.522461
	Iteration 27Q: 3 clusters Score -1182522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1182528.250000 Penalty: 4604.522461
	Iteration 28Q: 3 clusters Score -1182528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1182528.875000 Penalty: 4604.522461
	Iteration 29Q: 3 clusters Score -1182529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1182531.875000 Penalty: 4604.522461
	Iteration 30Q: 3 clusters Score -1182532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1182539.125000 Penalty: 4604.522461
	Iteration 31Q: 3 clusters Score -1182539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1182540.250000 Penalty: 4604.522461
	Iteration 32Q: 3 clusters Score -1182540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1182542.750000 Penalty: 4604.522461
	Iteration 33Q: 3 clusters Score -1182543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1182542.000000 Penalty: 4604.522461
	Iteration 34Q: 3 clusters Score -1182542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1182546.875000 Penalty: 4604.522461
	Iteration 35Q: 3 clusters Score -1182547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1182546.125000 Penalty: 4604.522461
	Iteration 36Q: 3 clusters Score -1182546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1182550.500000 Penalty: 4604.522461
	Iteration 37Q: 3 clusters Score -1182550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1182555.250000 Penalty: 4604.522461
	Iteration 38Q: 3 clusters Score -1182555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1182559.000000 Penalty: 4604.522461
	Iteration 39Q: 3 clusters Score -1182559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1182559.000000 Penalty: 4604.522461
	Iteration 40F: 3 clusters Score -1182559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1182567.000000 Penalty: 4604.522461
	Iteration 41Q: 3 clusters Score -1182567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1182568.750000 Penalty: 4604.522461
	Iteration 42Q: 3 clusters Score -1182569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1182569.250000 Penalty: 4604.522461
	Iteration 43Q: 3 clusters Score -1182569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1182570.875000 Penalty: 4604.522461
	Iteration 44Q: 3 clusters Score -1182571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1182573.250000 Penalty: 4604.522461
	Iteration 45Q: 3 clusters Score -1182573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1182572.750000 Penalty: 4604.522461
	Iteration 46Q: 3 clusters Score -1182573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1182572.750000 Penalty: 4604.522461
	Iteration 47F: 3 clusters Score -1182573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1025196.687500 Penalty: 2273.652588
	Iteration 0F: 2 clusters Score -1025197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1017818.187500 Penalty: 4547.305176
	Iteration 0F: 3 clusters Score -1017818 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1020017.562500 Penalty: 4547.305176
	Iteration 1F: 3 clusters Score -1020018 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1020466.937500 Penalty: 4547.305176
	Iteration 2F: 3 clusters Score -1020467 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1020820.125000 Penalty: 4547.305176
	Iteration 3F: 3 clusters Score -1020820 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1021146.000000 Penalty: 4547.305176
	Iteration 4Q: 3 clusters Score -1021146 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1021429.437500 Penalty: 4547.305176
	Iteration 5Q: 3 clusters Score -1021429 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1021708.625000 Penalty: 4547.305176
	Iteration 6Q: 3 clusters Score -1021709 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1021998.750000 Penalty: 4547.305176
	Iteration 7Q: 3 clusters Score -1021999 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1022273.312500 Penalty: 4547.305176
	Iteration 8Q: 3 clusters Score -1022273 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1022533.062500 Penalty: 4547.305176
	Iteration 9Q: 3 clusters Score -1022533 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1022857.000000 Penalty: 4547.305176
	Iteration 10Q: 3 clusters Score -1022857 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1023223.937500 Penalty: 4547.305176
	Iteration 11Q: 3 clusters Score -1023224 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1023558.375000 Penalty: 4547.305176
	Iteration 12Q: 3 clusters Score -1023558 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1023786.562500 Penalty: 4547.305176
	Iteration 13Q: 3 clusters Score -1023787 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1023929.250000 Penalty: 4547.305176
	Iteration 14Q: 3 clusters Score -1023929 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1024003.500000 Penalty: 4547.305176
	Iteration 15Q: 3 clusters Score -1024004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1024055.750000 Penalty: 4547.305176
	Iteration 16Q: 3 clusters Score -1024056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1024092.250000 Penalty: 4547.305176
	Iteration 17Q: 3 clusters Score -1024092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1024107.750000 Penalty: 4547.305176
	Iteration 18Q: 3 clusters Score -1024108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1024121.250000 Penalty: 4547.305176
	Iteration 19Q: 3 clusters Score -1024121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1024129.812500 Penalty: 4547.305176
	Iteration 20F: 3 clusters Score -1024130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1024138.687500 Penalty: 4547.305176
	Iteration 21Q: 3 clusters Score -1024139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1024142.000000 Penalty: 4547.305176
	Iteration 22Q: 3 clusters Score -1024142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1024149.687500 Penalty: 4547.305176
	Iteration 23Q: 3 clusters Score -1024150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1024152.000000 Penalty: 4547.305176
	Iteration 24Q: 3 clusters Score -1024152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1024153.312500 Penalty: 4547.305176
	Iteration 25Q: 3 clusters Score -1024153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1024158.187500 Penalty: 4547.305176
	Iteration 26Q: 3 clusters Score -1024158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1024162.125000 Penalty: 4547.305176
	Iteration 27Q: 3 clusters Score -1024162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1024164.000000 Penalty: 4547.305176
	Iteration 28Q: 3 clusters Score -1024164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1024168.812500 Penalty: 4547.305176
	Iteration 29Q: 3 clusters Score -1024169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1024171.000000 Penalty: 4547.305176
	Iteration 30Q: 3 clusters Score -1024171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1024171.312500 Penalty: 4547.305176
	Iteration 31Q: 3 clusters Score -1024171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1024173.562500 Penalty: 4547.305176
	Iteration 32Q: 3 clusters Score -1024174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1024174.312500 Penalty: 4547.305176
	Iteration 33Q: 3 clusters Score -1024174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1024175.687500 Penalty: 4547.305176
	Iteration 34Q: 3 clusters Score -1024176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1024176.437500 Penalty: 4547.305176
	Iteration 35Q: 3 clusters Score -1024176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1024180.687500 Penalty: 4547.305176
	Iteration 36Q: 3 clusters Score -1024181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1024181.125000 Penalty: 4547.305176
	Iteration 37Q: 3 clusters Score -1024181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1024182.250000 Penalty: 4547.305176
	Iteration 38Q: 3 clusters Score -1024182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1024182.250000 Penalty: 4547.305176
	Iteration 39F: 3 clusters Score -1024182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -140543.562500 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -140543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138315.890625 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -138315.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138727.671875 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -138727.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138860.265625 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -138860.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -138930.109375 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -138930.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -138970.484375 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -138970.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138988.421875 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -138988.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139010.656250 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -139010.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -139026.218750 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -139026.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139044.781250 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -139044.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -139063.515625 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -139063.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139082.890625 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -139082.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -139098.171875 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -139098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139110.921875 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -139110.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139132.234375 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -139132.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139164.000000 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -139164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139203.812500 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -139203.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139263.484375 Penalty: 3607.798096
	Iteration 16Q: 3 clusters Score -139263.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -139316.843750 Penalty: 3607.798096
	Iteration 17Q: 3 clusters Score -139316.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139360.140625 Penalty: 3607.798096
	Iteration 18Q: 3 clusters Score -139360.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -139398.281250 Penalty: 3607.798096
	Iteration 19Q: 3 clusters Score -139398.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139437.140625 Penalty: 3607.798096
	Iteration 20F: 3 clusters Score -139437.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -139483.562500 Penalty: 3607.798096
	Iteration 21Q: 3 clusters Score -139483.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -139510.187500 Penalty: 3607.798096
	Iteration 22Q: 3 clusters Score -139510.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139532.906250 Penalty: 3607.798096
	Iteration 23Q: 3 clusters Score -139532.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -139559.640625 Penalty: 3607.798096
	Iteration 24Q: 3 clusters Score -139559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -139570.625000 Penalty: 3607.798096
	Iteration 25Q: 3 clusters Score -139570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -139582.562500 Penalty: 3607.798096
	Iteration 26Q: 3 clusters Score -139582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -139592.031250 Penalty: 3607.798096
	Iteration 27Q: 3 clusters Score -139592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -139602.265625 Penalty: 3607.798096
	Iteration 28Q: 3 clusters Score -139602.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -139613.218750 Penalty: 3607.798096
	Iteration 29Q: 3 clusters Score -139613.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -139626.218750 Penalty: 3607.798096
	Iteration 30Q: 3 clusters Score -139626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -139635.484375 Penalty: 3607.798096
	Iteration 31Q: 3 clusters Score -139635.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -139645.843750 Penalty: 3607.798096
	Iteration 32Q: 3 clusters Score -139645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -139654.328125 Penalty: 3607.798096
	Iteration 33Q: 3 clusters Score -139654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -139662.328125 Penalty: 3607.798096
	Iteration 34Q: 3 clusters Score -139662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -139665.734375 Penalty: 3607.798096
	Iteration 35Q: 3 clusters Score -139665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -139669.718750 Penalty: 3607.798096
	Iteration 36Q: 3 clusters Score -139669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -139678.015625 Penalty: 3607.798096
	Iteration 37Q: 3 clusters Score -139678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -139681.843750 Penalty: 3607.798096
	Iteration 38Q: 3 clusters Score -139681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -139683.734375 Penalty: 3607.798096
	Iteration 39Q: 3 clusters Score -139683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -139684.312500 Penalty: 3607.798096
	Iteration 40F: 3 clusters Score -139684.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Entering Unmasked Estep 
Score: -1284384.625000 Penalty: 2334.372314
	Iteration 0F: 2 clusters Score -1284385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1275313.875000 Penalty: 4668.744629
	Iteration 0F: 3 clusters Score -1275314 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1278451.500000 Penalty: 4668.744629
	Iteration 1F: 3 clusters Score -1278452 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1279112.750000 Penalty: 4668.744629
	Iteration 2F: 3 clusters Score -1279113 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1279649.875000 Penalty: 4668.744629
	Iteration 3F: 3 clusters Score -1279650 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1280150.250000 Penalty: 4668.744629
	Iteration 4F: 3 clusters Score -1280150 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1280622.250000 Penalty: 4668.744629
	Iteration 5F: 3 clusters Score -1280622 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1281015.125000 Penalty: 4668.744629
	Iteration 6Q: 3 clusters Score -1281015 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1281308.250000 Penalty: 4668.744629
	Iteration 7Q: 3 clusters Score -1281308 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1281514.375000 Penalty: 4668.744629
	Iteration 8Q: 3 clusters Score -1281514 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1281648.875000 Penalty: 4668.744629
	Iteration 9Q: 3 clusters Score -1281649 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1281749.250000 Penalty: 4668.744629
	Iteration 10Q: 3 clusters Score -1281749 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1281841.250000 Penalty: 4668.744629
	Iteration 11Q: 3 clusters Score -1281841 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1281910.250000 Penalty: 4668.744629
	Iteration 12Q: 3 clusters Score -1281910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1281973.875000 Penalty: 4668.744629
	Iteration 13Q: 3 clusters Score -1281974 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1282035.375000 Penalty: 4668.744629
	Iteration 14Q: 3 clusters Score -1282035 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1282088.375000 Penalty: 4668.744629
	Iteration 15Q: 3 clusters Score -1282088 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1282134.625000 Penalty: 4668.744629
	Iteration 16Q: 3 clusters Score -1282135 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1282180.000000 Penalty: 4668.744629
	Iteration 17Q: 3 clusters Score -1282180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1282224.750000 Penalty: 4668.744629
	Iteration 18Q: 3 clusters Score -1282225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1282259.000000 Penalty: 4668.744629
	Iteration 19Q: 3 clusters Score -1282259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1282292.000000 Penalty: 4668.744629
	Iteration 20F: 3 clusters Score -1282292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1282327.375000 Penalty: 4668.744629
	Iteration 21Q: 3 clusters Score -1282327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1282358.250000 Penalty: 4668.744629
	Iteration 22Q: 3 clusters Score -1282358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1282386.125000 Penalty: 4668.744629
	Iteration 23Q: 3 clusters Score -1282386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1282412.125000 Penalty: 4668.744629
	Iteration 24Q: 3 clusters Score -1282412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1282447.625000 Penalty: 4668.744629
	Iteration 25Q: 3 clusters Score -1282448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1282473.625000 Penalty: 4668.744629
	Iteration 26Q: 3 clusters Score -1282474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1282503.500000 Penalty: 4668.744629
	Iteration 27Q: 3 clusters Score -1282504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1282526.125000 Penalty: 4668.744629
	Iteration 28Q: 3 clusters Score -1282526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1282555.125000 Penalty: 4668.744629
	Iteration 29Q: 3 clusters Score -1282555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1282586.875000 Penalty: 4668.744629
	Iteration 30Q: 3 clusters Score -1282587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1282618.250000 Penalty: 4668.744629
	Iteration 31Q: 3 clusters Score -1282618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1282648.000000 Penalty: 4668.744629
	Iteration 32Q: 3 clusters Score -1282648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1282673.500000 Penalty: 4668.744629
	Iteration 33Q: 3 clusters Score -1282674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1282702.000000 Penalty: 4668.744629
	Iteration 34Q: 3 clusters Score -1282702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1282729.125000 Penalty: 4668.744629
	Iteration 35Q: 3 clusters Score -1282729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1282751.875000 Penalty: 4668.744629
	Iteration 36Q: 3 clusters Score -1282752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1282767.875000 Penalty: 4668.744629
	Iteration 37Q: 3 clusters Score -1282768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1282788.625000 Penalty: 4668.744629
	Iteration 38Q: 3 clusters Score -1282789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1282806.125000 Penalty: 4668.744629
	Iteration 39Q: 3 clusters Score -1282806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1282821.375000 Penalty: 4668.744629
	Iteration 40F: 3 clusters Score -1282821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1282832.125000 Penalty: 4668.744629
	Iteration 41Q: 3 clusters Score -1282832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1282843.375000 Penalty: 4668.744629
	Iteration 42Q: 3 clusters Score -1282843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1282854.875000 Penalty: 4668.744629
	Iteration 43Q: 3 clusters Score -1282855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1282859.000000 Penalty: 4668.744629
	Iteration 44Q: 3 clusters Score -1282859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1282859.625000 Penalty: 4668.744629
	Iteration 45Q: 3 clusters Score -1282860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1282861.750000 Penalty: 4668.744629
	Iteration 46Q: 3 clusters Score -1282862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1282868.500000 Penalty: 4668.744629
	Iteration 47Q: 3 clusters Score -1282868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1282874.000000 Penalty: 4668.744629
	Iteration 48Q: 3 clusters Score -1282874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1282878.250000 Penalty: 4668.744629
	Iteration 49Q: 3 clusters Score -1282878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1282881.625000 Penalty: 4668.744629
	Iteration 50Q: 3 clusters Score -1282882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1282887.125000 Penalty: 4668.744629
	Iteration 51Q: 3 clusters Score -1282887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1282893.750000 Penalty: 4668.744629
	Iteration 52Q: 3 clusters Score -1282894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1282899.875000 Penalty: 4668.744629
	Iteration 53Q: 3 clusters Score -1282900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1282901.250000 Penalty: 4668.744629
	Iteration 54Q: 3 clusters Score -1282901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1282905.125000 Penalty: 4668.744629
	Iteration 55Q: 3 clusters Score -1282905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1282910.875000 Penalty: 4668.744629
	Iteration 56Q: 3 clusters Score -1282911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1282921.000000 Penalty: 4668.744629
	Iteration 57Q: 3 clusters Score -1282921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1282923.500000 Penalty: 4668.744629
	Iteration 58Q: 3 clusters Score -1282924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1282926.750000 Penalty: 4668.744629
	Iteration 59Q: 3 clusters Score -1282927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1282928.250000 Penalty: 4668.744629
	Iteration 60F: 3 clusters Score -1282928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1282929.000000 Penalty: 4668.744629
	Iteration 61Q: 3 clusters Score -1282929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1282933.250000 Penalty: 4668.744629
	Iteration 62Q: 3 clusters Score -1282933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1282936.125000 Penalty: 4668.744629
	Iteration 63Q: 3 clusters Score -1282936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1282942.125000 Penalty: 4668.744629
	Iteration 64Q: 3 clusters Score -1282942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1282943.625000 Penalty: 4668.744629
	Iteration 65Q: 3 clusters Score -1282944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1282943.625000 Penalty: 4668.744629
	Iteration 66F: 3 clusters Score -1282944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Entering Unmasked Estep 
Score: -627633.625000 Penalty: 2152.427246
	Iteration 0F: 2 clusters Score -627633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -622520.437500 Penalty: 4304.854492
	Iteration 0F: 3 clusters Score -622520.4 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -623883.000000 Penalty: 4304.854492
	Iteration 1F: 3 clusters Score -623883 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -624199.250000 Penalty: 4304.854492
	Iteration 2F: 3 clusters Score -624199.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -624495.187500 Penalty: 4304.854492
	Iteration 3F: 3 clusters Score -624495.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -624765.125000 Penalty: 4304.854492
	Iteration 4F: 3 clusters Score -624765.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -625035.375000 Penalty: 4304.854492
	Iteration 5F: 3 clusters Score -625035.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -625297.750000 Penalty: 4304.854492
	Iteration 6Q: 3 clusters Score -625297.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -625504.312500 Penalty: 4304.854492
	Iteration 7Q: 3 clusters Score -625504.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -625669.375000 Penalty: 4304.854492
	Iteration 8Q: 3 clusters Score -625669.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -625800.687500 Penalty: 4304.854492
	Iteration 9Q: 3 clusters Score -625800.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -625917.375000 Penalty: 4304.854492
	Iteration 10Q: 3 clusters Score -625917.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -626019.875000 Penalty: 4304.854492
	Iteration 11Q: 3 clusters Score -626019.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -626113.750000 Penalty: 4304.854492
	Iteration 12Q: 3 clusters Score -626113.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -626207.562500 Penalty: 4304.854492
	Iteration 13Q: 3 clusters Score -626207.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -626292.500000 Penalty: 4304.854492
	Iteration 14Q: 3 clusters Score -626292.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -626387.125000 Penalty: 4304.854492
	Iteration 15Q: 3 clusters Score -626387.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -626465.437500 Penalty: 4304.854492
	Iteration 16Q: 3 clusters Score -626465.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -626528.875000 Penalty: 4304.854492
	Iteration 17Q: 3 clusters Score -626528.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -626587.187500 Penalty: 4304.854492
	Iteration 18Q: 3 clusters Score -626587.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -626637.375000 Penalty: 4304.854492
	Iteration 19Q: 3 clusters Score -626637.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -626675.250000 Penalty: 4304.854492
	Iteration 20F: 3 clusters Score -626675.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -626696.500000 Penalty: 4304.854492
	Iteration 21Q: 3 clusters Score -626696.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -626714.750000 Penalty: 4304.854492
	Iteration 22Q: 3 clusters Score -626714.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -626734.812500 Penalty: 4304.854492
	Iteration 23Q: 3 clusters Score -626734.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -626761.687500 Penalty: 4304.854492
	Iteration 24Q: 3 clusters Score -626761.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -626795.812500 Penalty: 4304.854492
	Iteration 25Q: 3 clusters Score -626795.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -626831.000000 Penalty: 4304.854492
	Iteration 26Q: 3 clusters Score -626831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -626873.250000 Penalty: 4304.854492
	Iteration 27Q: 3 clusters Score -626873.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -626939.062500 Penalty: 4304.854492
	Iteration 28Q: 3 clusters Score -626939.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -627045.812500 Penalty: 4304.854492
	Iteration 29Q: 3 clusters Score -627045.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -627244.562500 Penalty: 4304.854492
	Iteration 30Q: 3 clusters Score -627244.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -627495.250000 Penalty: 4304.854492
	Iteration 31Q: 3 clusters Score -627495.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -627628.812500 Penalty: 4304.854492
	Iteration 32Q: 3 clusters Score -627628.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -627659.312500 Penalty: 4304.854492
	Iteration 33Q: 3 clusters Score -627659.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -627678.937500 Penalty: 4304.854492
	Iteration 34Q: 3 clusters Score -627678.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -627689.062500 Penalty: 4304.854492
	Iteration 35Q: 3 clusters Score -627689.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -627693.125000 Penalty: 4304.854492
	Iteration 36Q: 3 clusters Score -627693.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -627697.562500 Penalty: 4304.854492
	Iteration 37Q: 3 clusters Score -627697.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -627697.000000 Penalty: 4304.854492
	Iteration 38Q: 3 clusters Score -627697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -627698.375000 Penalty: 4304.854492
	Iteration 39Q: 3 clusters Score -627698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -627698.625000 Penalty: 4304.854492
	Iteration 40F: 3 clusters Score -627698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -627699.625000 Penalty: 4304.854492
	Iteration 41Q: 3 clusters Score -627699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -627700.437500 Penalty: 4304.854492
	Iteration 42Q: 3 clusters Score -627700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -627700.750000 Penalty: 4304.854492
	Iteration 43Q: 3 clusters Score -627700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -627700.750000 Penalty: 4304.854492
	Iteration 44F: 3 clusters Score -627700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53240 members 
Mstep: Class 4 contains 213790 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14108 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 2078 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33609 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16325 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Mstep: Class 72 contains 3801 members 
Entering Unmasked Estep 
Score: -139312176.000000 Penalty: 251259.593750
Splitting cluster 34 changes total score from -139313392.000000 to -139312176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -74524.000000 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -74524 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 379 members 
Entering Unmasked Estep 
Score: -72883.734375 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -72883.73 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73250.132812 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -73250.13 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73451.039062 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -73451.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -73582.093750 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -73582.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -73648.195312 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -73648.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -73724.804688 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -73724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -73770.195312 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -73770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -73785.312500 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -73785.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -73800.804688 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -73800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -73806.070312 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -73806.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -73810.085938 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -73810.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -73816.164062 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -73816.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -73826.976562 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -73826.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -73835.820312 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -73835.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -73843.921875 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -73843.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -73845.671875 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -73845.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -73845.671875 Penalty: 3251.457031
	Iteration 16F: 3 clusters Score -73845.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -126675.484375 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -126675.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -124614.250000 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -124614.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -124937.757812 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -124937.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125049.898438 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -125049.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125095.945312 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -125095.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125124.312500 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -125124.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125145.484375 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -125145.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -125158.460938 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -125158.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125165.312500 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -125165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -125169.414062 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -125169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -125171.250000 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -125171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125177.976562 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -125178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125186.664062 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -125186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125188.226562 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -125188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -125188.914062 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -125188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -125189.828125 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -125189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -125191.742188 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -125191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125194.742188 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -125194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125195.031250 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -125195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125195.031250 Penalty: 3504.544189
	Iteration 18F: 3 clusters Score -125195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -344385.687500 Penalty: 1988.374023
	Iteration 0F: 2 clusters Score -344385.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -341107.906250 Penalty: 3976.748047
	Iteration 0F: 3 clusters Score -341107.9 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -341748.312500 Penalty: 3976.748047
	Iteration 1F: 3 clusters Score -341748.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -341922.031250 Penalty: 3976.748047
	Iteration 2F: 3 clusters Score -341922 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -342013.625000 Penalty: 3976.748047
	Iteration 3Q: 3 clusters Score -342013.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -342087.593750 Penalty: 3976.748047
	Iteration 4Q: 3 clusters Score -342087.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -342146.000000 Penalty: 3976.748047
	Iteration 5Q: 3 clusters Score -342146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -342201.437500 Penalty: 3976.748047
	Iteration 6Q: 3 clusters Score -342201.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -342258.968750 Penalty: 3976.748047
	Iteration 7Q: 3 clusters Score -342259 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -342314.437500 Penalty: 3976.748047
	Iteration 8Q: 3 clusters Score -342314.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -342356.437500 Penalty: 3976.748047
	Iteration 9Q: 3 clusters Score -342356.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -342388.593750 Penalty: 3976.748047
	Iteration 10Q: 3 clusters Score -342388.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -342426.375000 Penalty: 3976.748047
	Iteration 11Q: 3 clusters Score -342426.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -342465.625000 Penalty: 3976.748047
	Iteration 12Q: 3 clusters Score -342465.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -342498.593750 Penalty: 3976.748047
	Iteration 13Q: 3 clusters Score -342498.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -342527.156250 Penalty: 3976.748047
	Iteration 14Q: 3 clusters Score -342527.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -342547.593750 Penalty: 3976.748047
	Iteration 15Q: 3 clusters Score -342547.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -342563.125000 Penalty: 3976.748047
	Iteration 16Q: 3 clusters Score -342563.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -342580.312500 Penalty: 3976.748047
	Iteration 17Q: 3 clusters Score -342580.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -342594.562500 Penalty: 3976.748047
	Iteration 18Q: 3 clusters Score -342594.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -342605.156250 Penalty: 3976.748047
	Iteration 19Q: 3 clusters Score -342605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -342609.531250 Penalty: 3976.748047
	Iteration 20F: 3 clusters Score -342609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -342617.406250 Penalty: 3976.748047
	Iteration 21Q: 3 clusters Score -342617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -342624.781250 Penalty: 3976.748047
	Iteration 22Q: 3 clusters Score -342624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -342630.187500 Penalty: 3976.748047
	Iteration 23Q: 3 clusters Score -342630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -342633.281250 Penalty: 3976.748047
	Iteration 24Q: 3 clusters Score -342633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -342634.843750 Penalty: 3976.748047
	Iteration 25Q: 3 clusters Score -342634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -342635.625000 Penalty: 3976.748047
	Iteration 26Q: 3 clusters Score -342635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -342637.437500 Penalty: 3976.748047
	Iteration 27Q: 3 clusters Score -342637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -342638.656250 Penalty: 3976.748047
	Iteration 28Q: 3 clusters Score -342638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -342640.812500 Penalty: 3976.748047
	Iteration 29Q: 3 clusters Score -342640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -342642.656250 Penalty: 3976.748047
	Iteration 30Q: 3 clusters Score -342642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -342644.218750 Penalty: 3976.748047
	Iteration 31Q: 3 clusters Score -342644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -342644.656250 Penalty: 3976.748047
	Iteration 32Q: 3 clusters Score -342644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -342644.656250 Penalty: 3976.748047
	Iteration 33F: 3 clusters Score -342644.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Entering Unmasked Estep 
Score: -534322.562500 Penalty: 2126.105713
	Iteration 0F: 2 clusters Score -534322.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -529610.625000 Penalty: 4252.211426
	Iteration 0F: 3 clusters Score -529610.6 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -531080.812500 Penalty: 4252.211426
	Iteration 1F: 3 clusters Score -531080.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -531684.250000 Penalty: 4252.211426
	Iteration 2F: 3 clusters Score -531684.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -532139.562500 Penalty: 4252.211426
	Iteration 3F: 3 clusters Score -532139.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -532418.812500 Penalty: 4252.211426
	Iteration 4F: 3 clusters Score -532418.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -532622.187500 Penalty: 4252.211426
	Iteration 5Q: 3 clusters Score -532622.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -532765.500000 Penalty: 4252.211426
	Iteration 6Q: 3 clusters Score -532765.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -532837.687500 Penalty: 4252.211426
	Iteration 7Q: 3 clusters Score -532837.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -532875.562500 Penalty: 4252.211426
	Iteration 8Q: 3 clusters Score -532875.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -532902.062500 Penalty: 4252.211426
	Iteration 9Q: 3 clusters Score -532902.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -532916.750000 Penalty: 4252.211426
	Iteration 10Q: 3 clusters Score -532916.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -532925.250000 Penalty: 4252.211426
	Iteration 11Q: 3 clusters Score -532925.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -532932.000000 Penalty: 4252.211426
	Iteration 12Q: 3 clusters Score -532932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -532936.812500 Penalty: 4252.211426
	Iteration 13Q: 3 clusters Score -532936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -532943.375000 Penalty: 4252.211426
	Iteration 14Q: 3 clusters Score -532943.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -532948.000000 Penalty: 4252.211426
	Iteration 15Q: 3 clusters Score -532948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -532953.812500 Penalty: 4252.211426
	Iteration 16Q: 3 clusters Score -532953.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -532958.250000 Penalty: 4252.211426
	Iteration 17Q: 3 clusters Score -532958.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -532963.625000 Penalty: 4252.211426
	Iteration 18Q: 3 clusters Score -532963.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -532967.812500 Penalty: 4252.211426
	Iteration 19Q: 3 clusters Score -532967.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -532973.062500 Penalty: 4252.211426
	Iteration 20F: 3 clusters Score -532973.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -532979.562500 Penalty: 4252.211426
	Iteration 21Q: 3 clusters Score -532979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -532984.250000 Penalty: 4252.211426
	Iteration 22Q: 3 clusters Score -532984.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -532986.562500 Penalty: 4252.211426
	Iteration 23Q: 3 clusters Score -532986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -532990.875000 Penalty: 4252.211426
	Iteration 24Q: 3 clusters Score -532990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -532992.125000 Penalty: 4252.211426
	Iteration 25Q: 3 clusters Score -532992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -532994.750000 Penalty: 4252.211426
	Iteration 26Q: 3 clusters Score -532994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -532998.687500 Penalty: 4252.211426
	Iteration 27Q: 3 clusters Score -532998.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -533003.000000 Penalty: 4252.211426
	Iteration 28Q: 3 clusters Score -533003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -533006.750000 Penalty: 4252.211426
	Iteration 29Q: 3 clusters Score -533006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -533011.125000 Penalty: 4252.211426
	Iteration 30Q: 3 clusters Score -533011.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -533013.187500 Penalty: 4252.211426
	Iteration 31Q: 3 clusters Score -533013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -533014.687500 Penalty: 4252.211426
	Iteration 32Q: 3 clusters Score -533014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -533015.875000 Penalty: 4252.211426
	Iteration 33Q: 3 clusters Score -533015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -533017.875000 Penalty: 4252.211426
	Iteration 34Q: 3 clusters Score -533017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -533018.625000 Penalty: 4252.211426
	Iteration 35Q: 3 clusters Score -533018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -533018.937500 Penalty: 4252.211426
	Iteration 36Q: 3 clusters Score -533018.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -533019.687500 Penalty: 4252.211426
	Iteration 37Q: 3 clusters Score -533019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -533019.687500 Penalty: 4252.211426
	Iteration 38F: 3 clusters Score -533019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Entering Unmasked Estep 
Score: -1572061.375000 Penalty: 2369.796387
	Iteration 0F: 2 clusters Score -1572061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1561761.875000 Penalty: 4739.592773
	Iteration 0F: 3 clusters Score -1561762 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1564965.250000 Penalty: 4739.592773
	Iteration 1F: 3 clusters Score -1564965 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1565313.750000 Penalty: 4739.592773
	Iteration 2F: 3 clusters Score -1565314 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1565564.625000 Penalty: 4739.592773
	Iteration 3Q: 3 clusters Score -1565565 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1565783.250000 Penalty: 4739.592773
	Iteration 4Q: 3 clusters Score -1565783 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1565998.500000 Penalty: 4739.592773
	Iteration 5Q: 3 clusters Score -1565998 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1566215.875000 Penalty: 4739.592773
	Iteration 6Q: 3 clusters Score -1566216 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1566439.875000 Penalty: 4739.592773
	Iteration 7Q: 3 clusters Score -1566440 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1566670.625000 Penalty: 4739.592773
	Iteration 8Q: 3 clusters Score -1566671 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1566883.875000 Penalty: 4739.592773
	Iteration 9Q: 3 clusters Score -1566884 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1567127.250000 Penalty: 4739.592773
	Iteration 10Q: 3 clusters Score -1567127 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1567381.500000 Penalty: 4739.592773
	Iteration 11Q: 3 clusters Score -1567382 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1567641.500000 Penalty: 4739.592773
	Iteration 12Q: 3 clusters Score -1567642 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1567978.750000 Penalty: 4739.592773
	Iteration 13Q: 3 clusters Score -1567979 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1568457.125000 Penalty: 4739.592773
	Iteration 14Q: 3 clusters Score -1568457 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1569049.750000 Penalty: 4739.592773
	Iteration 15Q: 3 clusters Score -1569050 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1569719.500000 Penalty: 4739.592773
	Iteration 16Q: 3 clusters Score -1569720 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1570296.500000 Penalty: 4739.592773
	Iteration 17Q: 3 clusters Score -1570296 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1570696.250000 Penalty: 4739.592773
	Iteration 18Q: 3 clusters Score -1570696 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1570913.875000 Penalty: 4739.592773
	Iteration 19Q: 3 clusters Score -1570914 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1571038.625000 Penalty: 4739.592773
	Iteration 20F: 3 clusters Score -1571039 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1571117.000000 Penalty: 4739.592773
	Iteration 21Q: 3 clusters Score -1571117 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1571179.125000 Penalty: 4739.592773
	Iteration 22Q: 3 clusters Score -1571179 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1571217.875000 Penalty: 4739.592773
	Iteration 23Q: 3 clusters Score -1571218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1571229.375000 Penalty: 4739.592773
	Iteration 24Q: 3 clusters Score -1571229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1571238.625000 Penalty: 4739.592773
	Iteration 25Q: 3 clusters Score -1571239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1571252.750000 Penalty: 4739.592773
	Iteration 26Q: 3 clusters Score -1571253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1571265.375000 Penalty: 4739.592773
	Iteration 27Q: 3 clusters Score -1571265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1571269.750000 Penalty: 4739.592773
	Iteration 28Q: 3 clusters Score -1571270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1571271.125000 Penalty: 4739.592773
	Iteration 29Q: 3 clusters Score -1571271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1571272.000000 Penalty: 4739.592773
	Iteration 30Q: 3 clusters Score -1571272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1571280.750000 Penalty: 4739.592773
	Iteration 31Q: 3 clusters Score -1571281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1571284.125000 Penalty: 4739.592773
	Iteration 32Q: 3 clusters Score -1571284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1571288.875000 Penalty: 4739.592773
	Iteration 33Q: 3 clusters Score -1571289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1571287.750000 Penalty: 4739.592773
	Iteration 34Q: 3 clusters Score -1571288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1571293.000000 Penalty: 4739.592773
	Iteration 35Q: 3 clusters Score -1571293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1571297.750000 Penalty: 4739.592773
	Iteration 36Q: 3 clusters Score -1571298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1571299.625000 Penalty: 4739.592773
	Iteration 37Q: 3 clusters Score -1571300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1571298.000000 Penalty: 4739.592773
	Iteration 38Q: 3 clusters Score -1571298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1571300.125000 Penalty: 4739.592773
	Iteration 39Q: 3 clusters Score -1571300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1571299.375000 Penalty: 4739.592773
	Iteration 40F: 3 clusters Score -1571299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1571299.750000 Penalty: 4739.592773
	Iteration 41Q: 3 clusters Score -1571300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1571301.500000 Penalty: 4739.592773
	Iteration 42Q: 3 clusters Score -1571302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1571301.875000 Penalty: 4739.592773
	Iteration 43Q: 3 clusters Score -1571302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1571301.875000 Penalty: 4739.592773
	Iteration 44F: 3 clusters Score -1571302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Entering Unmasked Estep 
Score: -2575932.000000 Penalty: 2509.122314
	Iteration 0F: 2 clusters Score -2575932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2558940.750000 Penalty: 5018.244629
	Iteration 0F: 3 clusters Score -2558941 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2564999.750000 Penalty: 5018.244629
	Iteration 1F: 3 clusters Score -2565000 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2565749.000000 Penalty: 5018.244629
	Iteration 2F: 3 clusters Score -2565749 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2566619.750000 Penalty: 5018.244629
	Iteration 3F: 3 clusters Score -2566620 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2567491.250000 Penalty: 5018.244629
	Iteration 4F: 3 clusters Score -2567491 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2568351.000000 Penalty: 5018.244629
	Iteration 5F: 3 clusters Score -2568351 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2569182.750000 Penalty: 5018.244629
	Iteration 6F: 3 clusters Score -2569183 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2570038.250000 Penalty: 5018.244629
	Iteration 7F: 3 clusters Score -2570038 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2570781.500000 Penalty: 5018.244629
	Iteration 8Q: 3 clusters Score -2570782 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2571410.250000 Penalty: 5018.244629
	Iteration 9Q: 3 clusters Score -2571410 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2571877.500000 Penalty: 5018.244629
	Iteration 10Q: 3 clusters Score -2571878 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2572215.750000 Penalty: 5018.244629
	Iteration 11Q: 3 clusters Score -2572216 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2572489.250000 Penalty: 5018.244629
	Iteration 12Q: 3 clusters Score -2572489 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2572707.250000 Penalty: 5018.244629
	Iteration 13Q: 3 clusters Score -2572707 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2572850.750000 Penalty: 5018.244629
	Iteration 14Q: 3 clusters Score -2572851 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2572961.250000 Penalty: 5018.244629
	Iteration 15Q: 3 clusters Score -2572961 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2573041.750000 Penalty: 5018.244629
	Iteration 16Q: 3 clusters Score -2573042 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2573116.000000 Penalty: 5018.244629
	Iteration 17Q: 3 clusters Score -2573116 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2573182.500000 Penalty: 5018.244629
	Iteration 18Q: 3 clusters Score -2573182 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2573265.750000 Penalty: 5018.244629
	Iteration 19Q: 3 clusters Score -2573266 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2573316.500000 Penalty: 5018.244629
	Iteration 20F: 3 clusters Score -2573316 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2573381.750000 Penalty: 5018.244629
	Iteration 21Q: 3 clusters Score -2573382 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2573468.000000 Penalty: 5018.244629
	Iteration 22Q: 3 clusters Score -2573468 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2573610.750000 Penalty: 5018.244629
	Iteration 23Q: 3 clusters Score -2573611 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2573758.500000 Penalty: 5018.244629
	Iteration 24Q: 3 clusters Score -2573758 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2573892.250000 Penalty: 5018.244629
	Iteration 25Q: 3 clusters Score -2573892 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2574006.250000 Penalty: 5018.244629
	Iteration 26Q: 3 clusters Score -2574006 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2574083.250000 Penalty: 5018.244629
	Iteration 27Q: 3 clusters Score -2574083 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2574130.750000 Penalty: 5018.244629
	Iteration 28Q: 3 clusters Score -2574131 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2574169.500000 Penalty: 5018.244629
	Iteration 29Q: 3 clusters Score -2574170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2574194.000000 Penalty: 5018.244629
	Iteration 30Q: 3 clusters Score -2574194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2574212.250000 Penalty: 5018.244629
	Iteration 31Q: 3 clusters Score -2574212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2574230.500000 Penalty: 5018.244629
	Iteration 32Q: 3 clusters Score -2574230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2574261.000000 Penalty: 5018.244629
	Iteration 33Q: 3 clusters Score -2574261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2574277.500000 Penalty: 5018.244629
	Iteration 34Q: 3 clusters Score -2574278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2574284.000000 Penalty: 5018.244629
	Iteration 35Q: 3 clusters Score -2574284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2574305.500000 Penalty: 5018.244629
	Iteration 36Q: 3 clusters Score -2574306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2574331.000000 Penalty: 5018.244629
	Iteration 37Q: 3 clusters Score -2574331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2574335.750000 Penalty: 5018.244629
	Iteration 38Q: 3 clusters Score -2574336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2574351.250000 Penalty: 5018.244629
	Iteration 39Q: 3 clusters Score -2574351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2574366.000000 Penalty: 5018.244629
	Iteration 40F: 3 clusters Score -2574366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2574372.750000 Penalty: 5018.244629
	Iteration 41Q: 3 clusters Score -2574373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2574381.000000 Penalty: 5018.244629
	Iteration 42Q: 3 clusters Score -2574381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2574396.250000 Penalty: 5018.244629
	Iteration 43Q: 3 clusters Score -2574396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2574398.750000 Penalty: 5018.244629
	Iteration 44Q: 3 clusters Score -2574399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2574417.250000 Penalty: 5018.244629
	Iteration 45Q: 3 clusters Score -2574417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2574416.750000 Penalty: 5018.244629
	Iteration 46Q: 3 clusters Score -2574417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2574439.250000 Penalty: 5018.244629
	Iteration 47Q: 3 clusters Score -2574439 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2574446.250000 Penalty: 5018.244629
	Iteration 48Q: 3 clusters Score -2574446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2574462.250000 Penalty: 5018.244629
	Iteration 49Q: 3 clusters Score -2574462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -2574479.250000 Penalty: 5018.244629
	Iteration 50Q: 3 clusters Score -2574479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2574488.500000 Penalty: 5018.244629
	Iteration 51Q: 3 clusters Score -2574488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2574498.000000 Penalty: 5018.244629
	Iteration 52Q: 3 clusters Score -2574498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2574514.000000 Penalty: 5018.244629
	Iteration 53Q: 3 clusters Score -2574514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2574521.000000 Penalty: 5018.244629
	Iteration 54Q: 3 clusters Score -2574521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2574536.500000 Penalty: 5018.244629
	Iteration 55Q: 3 clusters Score -2574536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2574538.000000 Penalty: 5018.244629
	Iteration 56Q: 3 clusters Score -2574538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2574541.250000 Penalty: 5018.244629
	Iteration 57Q: 3 clusters Score -2574541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2574546.000000 Penalty: 5018.244629
	Iteration 58Q: 3 clusters Score -2574546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2574553.250000 Penalty: 5018.244629
	Iteration 59Q: 3 clusters Score -2574553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2574551.000000 Penalty: 5018.244629
	Iteration 60F: 3 clusters Score -2574551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2574558.000000 Penalty: 5018.244629
	Iteration 61Q: 3 clusters Score -2574558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2574551.250000 Penalty: 5018.244629
	Iteration 62Q: 3 clusters Score -2574551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2574557.750000 Penalty: 5018.244629
	Iteration 63Q: 3 clusters Score -2574558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2574562.000000 Penalty: 5018.244629
	Iteration 64Q: 3 clusters Score -2574562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2574562.250000 Penalty: 5018.244629
	Iteration 65Q: 3 clusters Score -2574562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2574566.000000 Penalty: 5018.244629
	Iteration 66Q: 3 clusters Score -2574566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2574565.000000 Penalty: 5018.244629
	Iteration 67Q: 3 clusters Score -2574565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2574558.750000 Penalty: 5018.244629
	Iteration 68Q: 3 clusters Score -2574559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2574563.750000 Penalty: 5018.244629
	Iteration 69Q: 3 clusters Score -2574564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2574567.000000 Penalty: 5018.244629
	Iteration 70Q: 3 clusters Score -2574567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2574562.250000 Penalty: 5018.244629
	Iteration 71Q: 3 clusters Score -2574562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2574566.500000 Penalty: 5018.244629
	Iteration 72Q: 3 clusters Score -2574566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -2574563.000000 Penalty: 5018.244629
	Iteration 73Q: 3 clusters Score -2574563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2574568.000000 Penalty: 5018.244629
	Iteration 74Q: 3 clusters Score -2574568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2574567.250000 Penalty: 5018.244629
	Iteration 75Q: 3 clusters Score -2574567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2574566.500000 Penalty: 5018.244629
	Iteration 76Q: 3 clusters Score -2574566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2574570.250000 Penalty: 5018.244629
	Iteration 77Q: 3 clusters Score -2574570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2574564.500000 Penalty: 5018.244629
	Iteration 78Q: 3 clusters Score -2574564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2574570.500000 Penalty: 5018.244629
	Iteration 79Q: 3 clusters Score -2574570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2574572.500000 Penalty: 5018.244629
	Iteration 80F: 3 clusters Score -2574572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2574573.750000 Penalty: 5018.244629
	Iteration 81Q: 3 clusters Score -2574574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2574574.750000 Penalty: 5018.244629
	Iteration 82Q: 3 clusters Score -2574575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2574574.000000 Penalty: 5018.244629
	Iteration 83Q: 3 clusters Score -2574574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2574574.750000 Penalty: 5018.244629
	Iteration 84Q: 3 clusters Score -2574575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2574576.250000 Penalty: 5018.244629
	Iteration 85Q: 3 clusters Score -2574576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2574578.250000 Penalty: 5018.244629
	Iteration 86Q: 3 clusters Score -2574578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2574578.250000 Penalty: 5018.244629
	Iteration 87Q: 3 clusters Score -2574578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2574576.500000 Penalty: 5018.244629
	Iteration 88Q: 3 clusters Score -2574576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2574578.000000 Penalty: 5018.244629
	Iteration 89Q: 3 clusters Score -2574578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2574576.000000 Penalty: 5018.244629
	Iteration 90Q: 3 clusters Score -2574576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2574582.000000 Penalty: 5018.244629
	Iteration 91Q: 3 clusters Score -2574582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2574576.000000 Penalty: 5018.244629
	Iteration 92Q: 3 clusters Score -2574576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2574576.000000 Penalty: 5018.244629
	Iteration 93F: 3 clusters Score -2574576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -567367.687500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -567367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -562645.750000 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -562645.8 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -563960.937500 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -563960.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -564269.125000 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -564269.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -564443.312500 Penalty: 4259.475098
	Iteration 3F: 3 clusters Score -564443.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -564578.750000 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -564578.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -564700.312500 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -564700.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -564816.437500 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -564816.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -564900.437500 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -564900.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -564993.437500 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -564993.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -565057.125000 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -565057.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -565105.687500 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -565105.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -565141.562500 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -565141.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -565171.875000 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -565171.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -565194.875000 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -565194.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -565215.062500 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -565215.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -565228.687500 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -565228.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -565240.000000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -565240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -565252.875000 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -565252.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -565270.437500 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -565270.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -565283.500000 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -565283.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -565291.312500 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -565291.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -565299.250000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -565299.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -565303.062500 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -565303.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -565311.750000 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -565311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -565317.062500 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -565317.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -565322.375000 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -565322.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -565330.500000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -565330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -565333.625000 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -565333.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -565339.125000 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -565339.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -565341.812500 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -565341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -565345.062500 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -565345.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -565348.875000 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -565348.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -565350.875000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -565350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -565354.062500 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -565354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -565354.750000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -565354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -565355.375000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -565355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -565356.750000 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -565356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -565356.375000 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -565356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -565356.375000 Penalty: 4259.475098
	Iteration 38F: 3 clusters Score -565356.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Entering Unmasked Estep 
Score: -736932.375000 Penalty: 2190.951660
	Iteration 0F: 2 clusters Score -736932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -731202.375000 Penalty: 4381.903320
	Iteration 0F: 3 clusters Score -731202.4 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -732744.437500 Penalty: 4381.903320
	Iteration 1F: 3 clusters Score -732744.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -733026.562500 Penalty: 4381.903320
	Iteration 2F: 3 clusters Score -733026.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -733240.562500 Penalty: 4381.903320
	Iteration 3F: 3 clusters Score -733240.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -733433.500000 Penalty: 4381.903320
	Iteration 4Q: 3 clusters Score -733433.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -733612.000000 Penalty: 4381.903320
	Iteration 5Q: 3 clusters Score -733612 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -733803.000000 Penalty: 4381.903320
	Iteration 6Q: 3 clusters Score -733803 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -733987.625000 Penalty: 4381.903320
	Iteration 7Q: 3 clusters Score -733987.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -734175.937500 Penalty: 4381.903320
	Iteration 8Q: 3 clusters Score -734175.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -734404.500000 Penalty: 4381.903320
	Iteration 9Q: 3 clusters Score -734404.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -734624.687500 Penalty: 4381.903320
	Iteration 10Q: 3 clusters Score -734624.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -734872.000000 Penalty: 4381.903320
	Iteration 11Q: 3 clusters Score -734872 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -735136.937500 Penalty: 4381.903320
	Iteration 12Q: 3 clusters Score -735136.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -735410.375000 Penalty: 4381.903320
	Iteration 13Q: 3 clusters Score -735410.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -735641.187500 Penalty: 4381.903320
	Iteration 14Q: 3 clusters Score -735641.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -735833.750000 Penalty: 4381.903320
	Iteration 15Q: 3 clusters Score -735833.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -736014.437500 Penalty: 4381.903320
	Iteration 16Q: 3 clusters Score -736014.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -736144.125000 Penalty: 4381.903320
	Iteration 17Q: 3 clusters Score -736144.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -736207.500000 Penalty: 4381.903320
	Iteration 18Q: 3 clusters Score -736207.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -736230.562500 Penalty: 4381.903320
	Iteration 19Q: 3 clusters Score -736230.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -736246.250000 Penalty: 4381.903320
	Iteration 20F: 3 clusters Score -736246.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -736251.187500 Penalty: 4381.903320
	Iteration 21Q: 3 clusters Score -736251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -736256.125000 Penalty: 4381.903320
	Iteration 22Q: 3 clusters Score -736256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -736259.937500 Penalty: 4381.903320
	Iteration 23Q: 3 clusters Score -736259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -736263.062500 Penalty: 4381.903320
	Iteration 24Q: 3 clusters Score -736263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -736264.062500 Penalty: 4381.903320
	Iteration 25Q: 3 clusters Score -736264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -736263.687500 Penalty: 4381.903320
	Iteration 26Q: 3 clusters Score -736263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -736263.687500 Penalty: 4381.903320
	Iteration 27F: 3 clusters Score -736263.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32517.833984 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32517.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31196.488281 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -31196.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31330.578125 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31330.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31360.689453 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31360.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31372.130859 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31372.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31372.130859 Penalty: 2877.850586
	Iteration 4F: 3 clusters Score -31372.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -784372.187500 Penalty: 2191.204346
	Iteration 0F: 2 clusters Score -784372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -778723.875000 Penalty: 4382.408691
	Iteration 0F: 3 clusters Score -778723.9 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -780235.250000 Penalty: 4382.408691
	Iteration 1F: 3 clusters Score -780235.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -780494.750000 Penalty: 4382.408691
	Iteration 2F: 3 clusters Score -780494.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -780678.562500 Penalty: 4382.408691
	Iteration 3F: 3 clusters Score -780678.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -780814.562500 Penalty: 4382.408691
	Iteration 4Q: 3 clusters Score -780814.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -780927.312500 Penalty: 4382.408691
	Iteration 5Q: 3 clusters Score -780927.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -781041.812500 Penalty: 4382.408691
	Iteration 6Q: 3 clusters Score -781041.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -781173.687500 Penalty: 4382.408691
	Iteration 7Q: 3 clusters Score -781173.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -781314.000000 Penalty: 4382.408691
	Iteration 8Q: 3 clusters Score -781314 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -781472.937500 Penalty: 4382.408691
	Iteration 9Q: 3 clusters Score -781472.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -781612.437500 Penalty: 4382.408691
	Iteration 10Q: 3 clusters Score -781612.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -781733.250000 Penalty: 4382.408691
	Iteration 11Q: 3 clusters Score -781733.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -781854.250000 Penalty: 4382.408691
	Iteration 12Q: 3 clusters Score -781854.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -781976.375000 Penalty: 4382.408691
	Iteration 13Q: 3 clusters Score -781976.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -782058.187500 Penalty: 4382.408691
	Iteration 14Q: 3 clusters Score -782058.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -782115.375000 Penalty: 4382.408691
	Iteration 15Q: 3 clusters Score -782115.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -782179.187500 Penalty: 4382.408691
	Iteration 16Q: 3 clusters Score -782179.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -782230.000000 Penalty: 4382.408691
	Iteration 17Q: 3 clusters Score -782230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -782263.312500 Penalty: 4382.408691
	Iteration 18Q: 3 clusters Score -782263.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -782292.625000 Penalty: 4382.408691
	Iteration 19Q: 3 clusters Score -782292.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -782315.562500 Penalty: 4382.408691
	Iteration 20F: 3 clusters Score -782315.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -782335.625000 Penalty: 4382.408691
	Iteration 21Q: 3 clusters Score -782335.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -782350.375000 Penalty: 4382.408691
	Iteration 22Q: 3 clusters Score -782350.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -782372.000000 Penalty: 4382.408691
	Iteration 23Q: 3 clusters Score -782372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -782386.000000 Penalty: 4382.408691
	Iteration 24Q: 3 clusters Score -782386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -782403.250000 Penalty: 4382.408691
	Iteration 25Q: 3 clusters Score -782403.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -782414.062500 Penalty: 4382.408691
	Iteration 26Q: 3 clusters Score -782414.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -782424.625000 Penalty: 4382.408691
	Iteration 27Q: 3 clusters Score -782424.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -782438.000000 Penalty: 4382.408691
	Iteration 28Q: 3 clusters Score -782438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -782442.812500 Penalty: 4382.408691
	Iteration 29Q: 3 clusters Score -782442.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -782450.000000 Penalty: 4382.408691
	Iteration 30Q: 3 clusters Score -782450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -782459.250000 Penalty: 4382.408691
	Iteration 31Q: 3 clusters Score -782459.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -782467.000000 Penalty: 4382.408691
	Iteration 32Q: 3 clusters Score -782467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -782475.000000 Penalty: 4382.408691
	Iteration 33Q: 3 clusters Score -782475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -782476.062500 Penalty: 4382.408691
	Iteration 34Q: 3 clusters Score -782476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -782480.687500 Penalty: 4382.408691
	Iteration 35Q: 3 clusters Score -782480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -782484.125000 Penalty: 4382.408691
	Iteration 36Q: 3 clusters Score -782484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -782485.687500 Penalty: 4382.408691
	Iteration 37Q: 3 clusters Score -782485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -782487.875000 Penalty: 4382.408691
	Iteration 38Q: 3 clusters Score -782487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -782487.500000 Penalty: 4382.408691
	Iteration 39Q: 3 clusters Score -782487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -782487.500000 Penalty: 4382.408691
	Iteration 40F: 3 clusters Score -782487.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -452452.187500 Penalty: 2100.012451
	Iteration 0F: 2 clusters Score -452452.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -448129.375000 Penalty: 4200.024902
	Iteration 0F: 3 clusters Score -448129.4 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -449957.500000 Penalty: 4200.024902
	Iteration 1F: 3 clusters Score -449957.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -450694.250000 Penalty: 4200.024902
	Iteration 2F: 3 clusters Score -450694.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -451202.718750 Penalty: 4200.024902
	Iteration 3F: 3 clusters Score -451202.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -451583.687500 Penalty: 4200.024902
	Iteration 4F: 3 clusters Score -451583.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -451898.375000 Penalty: 4200.024902
	Iteration 5F: 3 clusters Score -451898.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -452067.468750 Penalty: 4200.024902
	Iteration 6Q: 3 clusters Score -452067.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -452148.468750 Penalty: 4200.024902
	Iteration 7Q: 3 clusters Score -452148.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -452178.906250 Penalty: 4200.024902
	Iteration 8Q: 3 clusters Score -452178.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -452198.281250 Penalty: 4200.024902
	Iteration 9Q: 3 clusters Score -452198.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -452210.468750 Penalty: 4200.024902
	Iteration 10Q: 3 clusters Score -452210.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -452216.500000 Penalty: 4200.024902
	Iteration 11Q: 3 clusters Score -452216.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -452223.343750 Penalty: 4200.024902
	Iteration 12Q: 3 clusters Score -452223.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -452227.437500 Penalty: 4200.024902
	Iteration 13Q: 3 clusters Score -452227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -452232.500000 Penalty: 4200.024902
	Iteration 14Q: 3 clusters Score -452232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -452237.000000 Penalty: 4200.024902
	Iteration 15Q: 3 clusters Score -452237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -452237.906250 Penalty: 4200.024902
	Iteration 16Q: 3 clusters Score -452237.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -452242.468750 Penalty: 4200.024902
	Iteration 17Q: 3 clusters Score -452242.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -452249.562500 Penalty: 4200.024902
	Iteration 18Q: 3 clusters Score -452249.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -452256.093750 Penalty: 4200.024902
	Iteration 19Q: 3 clusters Score -452256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -452260.031250 Penalty: 4200.024902
	Iteration 20F: 3 clusters Score -452260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -452266.437500 Penalty: 4200.024902
	Iteration 21Q: 3 clusters Score -452266.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -452272.281250 Penalty: 4200.024902
	Iteration 22Q: 3 clusters Score -452272.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -452277.562500 Penalty: 4200.024902
	Iteration 23Q: 3 clusters Score -452277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -452279.906250 Penalty: 4200.024902
	Iteration 24Q: 3 clusters Score -452279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -452282.843750 Penalty: 4200.024902
	Iteration 25Q: 3 clusters Score -452282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -452285.593750 Penalty: 4200.024902
	Iteration 26Q: 3 clusters Score -452285.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -452289.343750 Penalty: 4200.024902
	Iteration 27Q: 3 clusters Score -452289.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -452288.781250 Penalty: 4200.024902
	Iteration 28Q: 3 clusters Score -452288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -452289.968750 Penalty: 4200.024902
	Iteration 29Q: 3 clusters Score -452290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -452290.531250 Penalty: 4200.024902
	Iteration 30Q: 3 clusters Score -452290.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -452290.531250 Penalty: 4200.024902
	Iteration 31F: 3 clusters Score -452290.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (33609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Entering Unmasked Estep 
Score: -3557591.250000 Penalty: 2584.792236
	Iteration 0F: 2 clusters Score -3557591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3534659.500000 Penalty: 5169.584473
	Iteration 0F: 3 clusters Score -3534660 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3543156.000000 Penalty: 5169.584473
	Iteration 1F: 3 clusters Score -3543156 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3543961.000000 Penalty: 5169.584473
	Iteration 2F: 3 clusters Score -3543961 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3544889.000000 Penalty: 5169.584473
	Iteration 3F: 3 clusters Score -3544889 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3546117.750000 Penalty: 5169.584473
	Iteration 4F: 3 clusters Score -3546118 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3547694.750000 Penalty: 5169.584473
	Iteration 5F: 3 clusters Score -3547695 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3549471.250000 Penalty: 5169.584473
	Iteration 6F: 3 clusters Score -3549471 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3551096.500000 Penalty: 5169.584473
	Iteration 7F: 3 clusters Score -3551096 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3552345.250000 Penalty: 5169.584473
	Iteration 8F: 3 clusters Score -3552345 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3553258.500000 Penalty: 5169.584473
	Iteration 9Q: 3 clusters Score -3553258 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3553846.000000 Penalty: 5169.584473
	Iteration 10Q: 3 clusters Score -3553846 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3554203.000000 Penalty: 5169.584473
	Iteration 11Q: 3 clusters Score -3554203 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3554449.750000 Penalty: 5169.584473
	Iteration 12Q: 3 clusters Score -3554450 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3554596.250000 Penalty: 5169.584473
	Iteration 13Q: 3 clusters Score -3554596 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3554711.000000 Penalty: 5169.584473
	Iteration 14Q: 3 clusters Score -3554711 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3554792.500000 Penalty: 5169.584473
	Iteration 15Q: 3 clusters Score -3554792 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3554883.500000 Penalty: 5169.584473
	Iteration 16Q: 3 clusters Score -3554884 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3554979.000000 Penalty: 5169.584473
	Iteration 17Q: 3 clusters Score -3554979 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3555133.750000 Penalty: 5169.584473
	Iteration 18Q: 3 clusters Score -3555134 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3555282.250000 Penalty: 5169.584473
	Iteration 19Q: 3 clusters Score -3555282 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3555426.750000 Penalty: 5169.584473
	Iteration 20F: 3 clusters Score -3555427 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3555553.250000 Penalty: 5169.584473
	Iteration 21Q: 3 clusters Score -3555553 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3555647.250000 Penalty: 5169.584473
	Iteration 22Q: 3 clusters Score -3555647 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3555692.000000 Penalty: 5169.584473
	Iteration 23Q: 3 clusters Score -3555692 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3555746.500000 Penalty: 5169.584473
	Iteration 24Q: 3 clusters Score -3555746 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3555771.500000 Penalty: 5169.584473
	Iteration 25Q: 3 clusters Score -3555772 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3555793.500000 Penalty: 5169.584473
	Iteration 26Q: 3 clusters Score -3555794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3555827.500000 Penalty: 5169.584473
	Iteration 27Q: 3 clusters Score -3555828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3555837.750000 Penalty: 5169.584473
	Iteration 28Q: 3 clusters Score -3555838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3555852.000000 Penalty: 5169.584473
	Iteration 29Q: 3 clusters Score -3555852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3555861.500000 Penalty: 5169.584473
	Iteration 30Q: 3 clusters Score -3555862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3555872.250000 Penalty: 5169.584473
	Iteration 31Q: 3 clusters Score -3555872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3555869.000000 Penalty: 5169.584473
	Iteration 32Q: 3 clusters Score -3555869 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3555880.250000 Penalty: 5169.584473
	Iteration 33Q: 3 clusters Score -3555880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3555881.250000 Penalty: 5169.584473
	Iteration 34Q: 3 clusters Score -3555881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3555874.250000 Penalty: 5169.584473
	Iteration 35Q: 3 clusters Score -3555874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3555882.500000 Penalty: 5169.584473
	Iteration 36Q: 3 clusters Score -3555882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3555889.500000 Penalty: 5169.584473
	Iteration 37Q: 3 clusters Score -3555890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3555896.750000 Penalty: 5169.584473
	Iteration 38Q: 3 clusters Score -3555897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3555898.250000 Penalty: 5169.584473
	Iteration 39Q: 3 clusters Score -3555898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3555897.750000 Penalty: 5169.584473
	Iteration 40F: 3 clusters Score -3555898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3555896.000000 Penalty: 5169.584473
	Iteration 41Q: 3 clusters Score -3555896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3555900.000000 Penalty: 5169.584473
	Iteration 42Q: 3 clusters Score -3555900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3555899.750000 Penalty: 5169.584473
	Iteration 43Q: 3 clusters Score -3555900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3555905.500000 Penalty: 5169.584473
	Iteration 44Q: 3 clusters Score -3555906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3555905.500000 Penalty: 5169.584473
	Iteration 45F: 3 clusters Score -3555906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (27752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Entering Unmasked Estep 
Score: -3177063.750000 Penalty: 2537.303711
	Iteration 0F: 2 clusters Score -3177064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3157904.500000 Penalty: 5074.607422
	Iteration 0F: 3 clusters Score -3157904 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3164616.500000 Penalty: 5074.607422
	Iteration 1F: 3 clusters Score -3164616 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3164996.500000 Penalty: 5074.607422
	Iteration 2Q: 3 clusters Score -3164996 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3165341.250000 Penalty: 5074.607422
	Iteration 3Q: 3 clusters Score -3165341 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3165725.250000 Penalty: 5074.607422
	Iteration 4Q: 3 clusters Score -3165725 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3166254.250000 Penalty: 5074.607422
	Iteration 5Q: 3 clusters Score -3166254 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3167002.750000 Penalty: 5074.607422
	Iteration 6F: 3 clusters Score -3167003 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3167922.750000 Penalty: 5074.607422
	Iteration 7F: 3 clusters Score -3167923 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3169011.750000 Penalty: 5074.607422
	Iteration 8F: 3 clusters Score -3169012 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3170094.250000 Penalty: 5074.607422
	Iteration 9F: 3 clusters Score -3170094 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3171073.500000 Penalty: 5074.607422
	Iteration 10F: 3 clusters Score -3171074 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3171934.000000 Penalty: 5074.607422
	Iteration 11Q: 3 clusters Score -3171934 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3172790.000000 Penalty: 5074.607422
	Iteration 12Q: 3 clusters Score -3172790 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3173756.250000 Penalty: 5074.607422
	Iteration 13Q: 3 clusters Score -3173756 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3174649.000000 Penalty: 5074.607422
	Iteration 14Q: 3 clusters Score -3174649 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3175206.750000 Penalty: 5074.607422
	Iteration 15Q: 3 clusters Score -3175207 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3175412.000000 Penalty: 5074.607422
	Iteration 16Q: 3 clusters Score -3175412 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3175500.000000 Penalty: 5074.607422
	Iteration 17Q: 3 clusters Score -3175500 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3175570.750000 Penalty: 5074.607422
	Iteration 18Q: 3 clusters Score -3175571 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3175622.250000 Penalty: 5074.607422
	Iteration 19Q: 3 clusters Score -3175622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3175661.000000 Penalty: 5074.607422
	Iteration 20F: 3 clusters Score -3175661 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3175688.750000 Penalty: 5074.607422
	Iteration 21Q: 3 clusters Score -3175689 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3175713.000000 Penalty: 5074.607422
	Iteration 22Q: 3 clusters Score -3175713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3175751.250000 Penalty: 5074.607422
	Iteration 23Q: 3 clusters Score -3175751 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3175785.250000 Penalty: 5074.607422
	Iteration 24Q: 3 clusters Score -3175785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3175804.750000 Penalty: 5074.607422
	Iteration 25Q: 3 clusters Score -3175805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3175825.500000 Penalty: 5074.607422
	Iteration 26Q: 3 clusters Score -3175826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3175847.250000 Penalty: 5074.607422
	Iteration 27Q: 3 clusters Score -3175847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3175856.500000 Penalty: 5074.607422
	Iteration 28Q: 3 clusters Score -3175856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3175869.000000 Penalty: 5074.607422
	Iteration 29Q: 3 clusters Score -3175869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3175882.750000 Penalty: 5074.607422
	Iteration 30Q: 3 clusters Score -3175883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3175884.500000 Penalty: 5074.607422
	Iteration 31Q: 3 clusters Score -3175884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3175890.500000 Penalty: 5074.607422
	Iteration 32Q: 3 clusters Score -3175890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3175897.500000 Penalty: 5074.607422
	Iteration 33Q: 3 clusters Score -3175898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3175899.750000 Penalty: 5074.607422
	Iteration 34Q: 3 clusters Score -3175900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3175898.250000 Penalty: 5074.607422
	Iteration 35Q: 3 clusters Score -3175898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3175899.000000 Penalty: 5074.607422
	Iteration 36Q: 3 clusters Score -3175899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3175902.500000 Penalty: 5074.607422
	Iteration 37Q: 3 clusters Score -3175902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3175899.250000 Penalty: 5074.607422
	Iteration 38Q: 3 clusters Score -3175899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3175901.000000 Penalty: 5074.607422
	Iteration 39Q: 3 clusters Score -3175901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3175897.000000 Penalty: 5074.607422
	Iteration 40F: 3 clusters Score -3175897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3175895.500000 Penalty: 5074.607422
	Iteration 41Q: 3 clusters Score -3175896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3175897.250000 Penalty: 5074.607422
	Iteration 42Q: 3 clusters Score -3175897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3175895.000000 Penalty: 5074.607422
	Iteration 43Q: 3 clusters Score -3175895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3175895.000000 Penalty: 5074.607422
	Iteration 44F: 3 clusters Score -3175895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Entering Unmasked Estep 
Score: -447438.312500 Penalty: 2094.319824
	Iteration 0F: 2 clusters Score -447438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -443117.781250 Penalty: 4188.639648
	Iteration 0F: 3 clusters Score -443117.8 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -444165.218750 Penalty: 4188.639648
	Iteration 1F: 3 clusters Score -444165.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -444420.812500 Penalty: 4188.639648
	Iteration 2F: 3 clusters Score -444420.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -444623.937500 Penalty: 4188.639648
	Iteration 3F: 3 clusters Score -444623.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -444788.812500 Penalty: 4188.639648
	Iteration 4F: 3 clusters Score -444788.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -444956.375000 Penalty: 4188.639648
	Iteration 5Q: 3 clusters Score -444956.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -445127.093750 Penalty: 4188.639648
	Iteration 6Q: 3 clusters Score -445127.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -445260.593750 Penalty: 4188.639648
	Iteration 7Q: 3 clusters Score -445260.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -445346.718750 Penalty: 4188.639648
	Iteration 8Q: 3 clusters Score -445346.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -445416.750000 Penalty: 4188.639648
	Iteration 9Q: 3 clusters Score -445416.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -445484.156250 Penalty: 4188.639648
	Iteration 10Q: 3 clusters Score -445484.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -445547.312500 Penalty: 4188.639648
	Iteration 11Q: 3 clusters Score -445547.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -445607.906250 Penalty: 4188.639648
	Iteration 12Q: 3 clusters Score -445607.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -445644.343750 Penalty: 4188.639648
	Iteration 13Q: 3 clusters Score -445644.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -445665.031250 Penalty: 4188.639648
	Iteration 14Q: 3 clusters Score -445665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -445678.437500 Penalty: 4188.639648
	Iteration 15Q: 3 clusters Score -445678.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -445688.406250 Penalty: 4188.639648
	Iteration 16Q: 3 clusters Score -445688.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -445701.812500 Penalty: 4188.639648
	Iteration 17Q: 3 clusters Score -445701.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -445715.687500 Penalty: 4188.639648
	Iteration 18Q: 3 clusters Score -445715.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -445726.937500 Penalty: 4188.639648
	Iteration 19Q: 3 clusters Score -445726.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -445734.281250 Penalty: 4188.639648
	Iteration 20F: 3 clusters Score -445734.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -445739.562500 Penalty: 4188.639648
	Iteration 21Q: 3 clusters Score -445739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -445740.750000 Penalty: 4188.639648
	Iteration 22Q: 3 clusters Score -445740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -445743.843750 Penalty: 4188.639648
	Iteration 23Q: 3 clusters Score -445743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -445745.531250 Penalty: 4188.639648
	Iteration 24Q: 3 clusters Score -445745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -445747.750000 Penalty: 4188.639648
	Iteration 25Q: 3 clusters Score -445747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -445749.718750 Penalty: 4188.639648
	Iteration 26Q: 3 clusters Score -445749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -445753.125000 Penalty: 4188.639648
	Iteration 27Q: 3 clusters Score -445753.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -445755.250000 Penalty: 4188.639648
	Iteration 28Q: 3 clusters Score -445755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -445757.593750 Penalty: 4188.639648
	Iteration 29Q: 3 clusters Score -445757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -445760.562500 Penalty: 4188.639648
	Iteration 30Q: 3 clusters Score -445760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -445761.000000 Penalty: 4188.639648
	Iteration 31Q: 3 clusters Score -445761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -445761.000000 Penalty: 4188.639648
	Iteration 32F: 3 clusters Score -445761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -526111.062500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -526111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -521632.000000 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -521632 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -522724.312500 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -522724.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -522929.218750 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -522929.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -523059.625000 Penalty: 4217.232910
	Iteration 3Q: 3 clusters Score -523059.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -523133.312500 Penalty: 4217.232910
	Iteration 4Q: 3 clusters Score -523133.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -523189.781250 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -523189.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -523244.625000 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -523244.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -523299.906250 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -523299.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -523358.312500 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -523358.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -523403.312500 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -523403.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -523447.343750 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -523447.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -523484.375000 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -523484.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -523535.718750 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -523535.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -523575.437500 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -523575.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -523605.156250 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -523605.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -523637.093750 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -523637.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -523671.906250 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -523671.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -523707.500000 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -523707.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -523751.281250 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -523751.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -523797.843750 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -523797.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -523835.250000 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -523835.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -523872.093750 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -523872.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -523921.781250 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -523921.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -523990.093750 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -523990.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -524064.437500 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -524064.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -524115.156250 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -524115.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -524158.031250 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -524158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -524213.875000 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -524213.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -524259.250000 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -524259.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -524297.625000 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -524297.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -524342.812500 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -524342.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -524374.625000 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -524374.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -524416.000000 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -524416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -524452.937500 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -524452.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -524492.437500 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -524492.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -524522.750000 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -524522.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -524543.187500 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -524543.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -524560.187500 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -524560.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -524576.000000 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -524576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -524588.125000 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -524588.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -524596.750000 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -524596.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -524601.875000 Penalty: 4217.232910
	Iteration 41Q: 3 clusters Score -524601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -524608.062500 Penalty: 4217.232910
	Iteration 42Q: 3 clusters Score -524608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -524611.125000 Penalty: 4217.232910
	Iteration 43Q: 3 clusters Score -524611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -524612.937500 Penalty: 4217.232910
	Iteration 44Q: 3 clusters Score -524612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -524613.250000 Penalty: 4217.232910
	Iteration 45Q: 3 clusters Score -524613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -524614.625000 Penalty: 4217.232910
	Iteration 46Q: 3 clusters Score -524614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -524614.687500 Penalty: 4217.232910
	Iteration 47Q: 3 clusters Score -524614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -524616.125000 Penalty: 4217.232910
	Iteration 48Q: 3 clusters Score -524616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -524617.875000 Penalty: 4217.232910
	Iteration 49Q: 3 clusters Score -524617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -524618.625000 Penalty: 4217.232910
	Iteration 50Q: 3 clusters Score -524618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -524619.750000 Penalty: 4217.232910
	Iteration 51Q: 3 clusters Score -524619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -524619.750000 Penalty: 4217.232910
	Iteration 52F: 3 clusters Score -524619.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -23188.998047 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23189 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 122 members 
Entering Unmasked Estep 
Score: -22048.201172 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22048.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22108.445312 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22108.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22118.125000 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22118.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22118.125000 Penalty: 2692.955322
	Iteration 3F: 3 clusters Score -22118.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -19295.125000 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -19295.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18140.492188 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -18140.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18292.111328 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -18292.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18365.583984 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -18365.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18405.828125 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -18405.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18426.306641 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -18426.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18430.597656 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -18430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18431.650391 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -18431.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18431.650391 Penalty: 2756.186768
	Iteration 7F: 3 clusters Score -18431.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -350238.656250 Penalty: 2001.894409
	Iteration 0F: 2 clusters Score -350238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -346847.187500 Penalty: 4003.788818
	Iteration 0F: 3 clusters Score -346847.2 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -347721.781250 Penalty: 4003.788818
	Iteration 1F: 3 clusters Score -347721.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -348110.218750 Penalty: 4003.788818
	Iteration 2F: 3 clusters Score -348110.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -348454.062500 Penalty: 4003.788818
	Iteration 3F: 3 clusters Score -348454.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -348733.187500 Penalty: 4003.788818
	Iteration 4F: 3 clusters Score -348733.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -348883.875000 Penalty: 4003.788818
	Iteration 5Q: 3 clusters Score -348883.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -348972.593750 Penalty: 4003.788818
	Iteration 6Q: 3 clusters Score -348972.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -349033.656250 Penalty: 4003.788818
	Iteration 7Q: 3 clusters Score -349033.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -349069.875000 Penalty: 4003.788818
	Iteration 8Q: 3 clusters Score -349069.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -349092.343750 Penalty: 4003.788818
	Iteration 9Q: 3 clusters Score -349092.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -349105.250000 Penalty: 4003.788818
	Iteration 10Q: 3 clusters Score -349105.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -349112.531250 Penalty: 4003.788818
	Iteration 11Q: 3 clusters Score -349112.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -349119.281250 Penalty: 4003.788818
	Iteration 12Q: 3 clusters Score -349119.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -349124.250000 Penalty: 4003.788818
	Iteration 13Q: 3 clusters Score -349124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -349126.718750 Penalty: 4003.788818
	Iteration 14Q: 3 clusters Score -349126.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -349130.468750 Penalty: 4003.788818
	Iteration 15Q: 3 clusters Score -349130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -349131.250000 Penalty: 4003.788818
	Iteration 16Q: 3 clusters Score -349131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -349131.812500 Penalty: 4003.788818
	Iteration 17Q: 3 clusters Score -349131.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -349132.968750 Penalty: 4003.788818
	Iteration 18Q: 3 clusters Score -349133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -349133.375000 Penalty: 4003.788818
	Iteration 19Q: 3 clusters Score -349133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -349133.375000 Penalty: 4003.788818
	Iteration 20F: 3 clusters Score -349133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Entering Unmasked Estep 
Score: -883838.562500 Penalty: 2227.893066
	Iteration 0F: 2 clusters Score -883838.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -877433.312500 Penalty: 4455.786133
	Iteration 0F: 3 clusters Score -877433.3 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -879308.500000 Penalty: 4455.786133
	Iteration 1F: 3 clusters Score -879308.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -879768.687500 Penalty: 4455.786133
	Iteration 2F: 3 clusters Score -879768.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -880326.312500 Penalty: 4455.786133
	Iteration 3F: 3 clusters Score -880326.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -880984.750000 Penalty: 4455.786133
	Iteration 4F: 3 clusters Score -880984.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -881528.875000 Penalty: 4455.786133
	Iteration 5F: 3 clusters Score -881528.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -881952.687500 Penalty: 4455.786133
	Iteration 6F: 3 clusters Score -881952.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -882319.312500 Penalty: 4455.786133
	Iteration 7Q: 3 clusters Score -882319.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -882563.375000 Penalty: 4455.786133
	Iteration 8Q: 3 clusters Score -882563.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -882728.312500 Penalty: 4455.786133
	Iteration 9Q: 3 clusters Score -882728.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -882851.750000 Penalty: 4455.786133
	Iteration 10Q: 3 clusters Score -882851.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -882956.875000 Penalty: 4455.786133
	Iteration 11Q: 3 clusters Score -882956.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -883060.250000 Penalty: 4455.786133
	Iteration 12Q: 3 clusters Score -883060.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -883143.812500 Penalty: 4455.786133
	Iteration 13Q: 3 clusters Score -883143.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -883221.375000 Penalty: 4455.786133
	Iteration 14Q: 3 clusters Score -883221.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -883273.625000 Penalty: 4455.786133
	Iteration 15Q: 3 clusters Score -883273.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -883305.187500 Penalty: 4455.786133
	Iteration 16Q: 3 clusters Score -883305.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -883324.625000 Penalty: 4455.786133
	Iteration 17Q: 3 clusters Score -883324.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -883337.937500 Penalty: 4455.786133
	Iteration 18Q: 3 clusters Score -883337.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -883346.250000 Penalty: 4455.786133
	Iteration 19Q: 3 clusters Score -883346.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -883348.125000 Penalty: 4455.786133
	Iteration 20F: 3 clusters Score -883348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -883351.812500 Penalty: 4455.786133
	Iteration 21Q: 3 clusters Score -883351.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -883353.750000 Penalty: 4455.786133
	Iteration 22Q: 3 clusters Score -883353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -883353.875000 Penalty: 4455.786133
	Iteration 23Q: 3 clusters Score -883353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -883356.437500 Penalty: 4455.786133
	Iteration 24Q: 3 clusters Score -883356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -883354.750000 Penalty: 4455.786133
	Iteration 25Q: 3 clusters Score -883354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -883354.687500 Penalty: 4455.786133
	Iteration 26Q: 3 clusters Score -883354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -883353.937500 Penalty: 4455.786133
	Iteration 27Q: 3 clusters Score -883353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -883356.375000 Penalty: 4455.786133
	Iteration 28Q: 3 clusters Score -883356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -883357.500000 Penalty: 4455.786133
	Iteration 29Q: 3 clusters Score -883357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -883357.312500 Penalty: 4455.786133
	Iteration 30Q: 3 clusters Score -883357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -883358.500000 Penalty: 4455.786133
	Iteration 31Q: 3 clusters Score -883358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -883358.812500 Penalty: 4455.786133
	Iteration 32Q: 3 clusters Score -883358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -883358.375000 Penalty: 4455.786133
	Iteration 33Q: 3 clusters Score -883358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -883360.312500 Penalty: 4455.786133
	Iteration 34Q: 3 clusters Score -883360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -883360.875000 Penalty: 4455.786133
	Iteration 35Q: 3 clusters Score -883360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -883361.937500 Penalty: 4455.786133
	Iteration 36Q: 3 clusters Score -883361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -883361.937500 Penalty: 4455.786133
	Iteration 37F: 3 clusters Score -883361.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (10991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Entering Unmasked Estep 
Score: -1196334.375000 Penalty: 2307.598389
	Iteration 0F: 2 clusters Score -1196334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1188123.000000 Penalty: 4615.196777
	Iteration 0F: 3 clusters Score -1188123 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1190657.750000 Penalty: 4615.196777
	Iteration 1F: 3 clusters Score -1190658 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1191059.250000 Penalty: 4615.196777
	Iteration 2F: 3 clusters Score -1191059 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1191392.500000 Penalty: 4615.196777
	Iteration 3F: 3 clusters Score -1191392 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1191739.500000 Penalty: 4615.196777
	Iteration 4Q: 3 clusters Score -1191740 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1192141.000000 Penalty: 4615.196777
	Iteration 5F: 3 clusters Score -1192141 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1192613.750000 Penalty: 4615.196777
	Iteration 6F: 3 clusters Score -1192614 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1193141.125000 Penalty: 4615.196777
	Iteration 7F: 3 clusters Score -1193141 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1193667.500000 Penalty: 4615.196777
	Iteration 8F: 3 clusters Score -1193668 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1194198.625000 Penalty: 4615.196777
	Iteration 9F: 3 clusters Score -1194199 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1194646.750000 Penalty: 4615.196777
	Iteration 10Q: 3 clusters Score -1194647 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1194970.125000 Penalty: 4615.196777
	Iteration 11Q: 3 clusters Score -1194970 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1195127.000000 Penalty: 4615.196777
	Iteration 12Q: 3 clusters Score -1195127 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1195223.875000 Penalty: 4615.196777
	Iteration 13Q: 3 clusters Score -1195224 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1195309.000000 Penalty: 4615.196777
	Iteration 14Q: 3 clusters Score -1195309 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1195378.500000 Penalty: 4615.196777
	Iteration 15Q: 3 clusters Score -1195378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1195445.250000 Penalty: 4615.196777
	Iteration 16Q: 3 clusters Score -1195445 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1195494.125000 Penalty: 4615.196777
	Iteration 17Q: 3 clusters Score -1195494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1195531.375000 Penalty: 4615.196777
	Iteration 18Q: 3 clusters Score -1195531 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1195566.375000 Penalty: 4615.196777
	Iteration 19Q: 3 clusters Score -1195566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1195597.750000 Penalty: 4615.196777
	Iteration 20F: 3 clusters Score -1195598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1195619.125000 Penalty: 4615.196777
	Iteration 21Q: 3 clusters Score -1195619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1195641.875000 Penalty: 4615.196777
	Iteration 22Q: 3 clusters Score -1195642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1195666.875000 Penalty: 4615.196777
	Iteration 23Q: 3 clusters Score -1195667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1195691.000000 Penalty: 4615.196777
	Iteration 24Q: 3 clusters Score -1195691 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1195731.500000 Penalty: 4615.196777
	Iteration 25Q: 3 clusters Score -1195732 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1195789.000000 Penalty: 4615.196777
	Iteration 26Q: 3 clusters Score -1195789 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1195834.500000 Penalty: 4615.196777
	Iteration 27Q: 3 clusters Score -1195834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1195873.000000 Penalty: 4615.196777
	Iteration 28Q: 3 clusters Score -1195873 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1195904.875000 Penalty: 4615.196777
	Iteration 29Q: 3 clusters Score -1195905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1195930.875000 Penalty: 4615.196777
	Iteration 30Q: 3 clusters Score -1195931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1195954.500000 Penalty: 4615.196777
	Iteration 31Q: 3 clusters Score -1195954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1195971.125000 Penalty: 4615.196777
	Iteration 32Q: 3 clusters Score -1195971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1195986.125000 Penalty: 4615.196777
	Iteration 33Q: 3 clusters Score -1195986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1195995.000000 Penalty: 4615.196777
	Iteration 34Q: 3 clusters Score -1195995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1196005.375000 Penalty: 4615.196777
	Iteration 35Q: 3 clusters Score -1196005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1196012.500000 Penalty: 4615.196777
	Iteration 36Q: 3 clusters Score -1196012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1196017.000000 Penalty: 4615.196777
	Iteration 37Q: 3 clusters Score -1196017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1196025.750000 Penalty: 4615.196777
	Iteration 38Q: 3 clusters Score -1196026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1196024.250000 Penalty: 4615.196777
	Iteration 39Q: 3 clusters Score -1196024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1196024.625000 Penalty: 4615.196777
	Iteration 40F: 3 clusters Score -1196025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1196030.500000 Penalty: 4615.196777
	Iteration 41Q: 3 clusters Score -1196030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1196038.375000 Penalty: 4615.196777
	Iteration 42Q: 3 clusters Score -1196038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1196035.500000 Penalty: 4615.196777
	Iteration 43Q: 3 clusters Score -1196036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1196036.000000 Penalty: 4615.196777
	Iteration 44Q: 3 clusters Score -1196036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1196034.375000 Penalty: 4615.196777
	Iteration 45Q: 3 clusters Score -1196034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1196037.000000 Penalty: 4615.196777
	Iteration 46Q: 3 clusters Score -1196037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1196036.250000 Penalty: 4615.196777
	Iteration 47Q: 3 clusters Score -1196036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1196036.625000 Penalty: 4615.196777
	Iteration 48Q: 3 clusters Score -1196037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1196036.375000 Penalty: 4615.196777
	Iteration 49Q: 3 clusters Score -1196036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1196036.375000 Penalty: 4615.196777
	Iteration 50F: 3 clusters Score -1196036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -141860.296875 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -141860.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -139439.953125 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -139440 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -140084.375000 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -140084.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -140306.265625 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -140306.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -140417.875000 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -140417.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -140478.984375 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -140479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -140542.171875 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -140542.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -140582.562500 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -140582.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -140612.531250 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -140612.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -140640.593750 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -140640.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -140659.171875 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -140659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -140673.328125 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -140673.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140680.281250 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -140680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140689.187500 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -140689.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -140695.281250 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -140695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -140700.156250 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -140700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -140704.812500 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -140704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -140707.421875 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -140707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140707.765625 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -140707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140707.765625 Penalty: 3692.637207
	Iteration 18F: 3 clusters Score -140707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (16325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Entering Unmasked Estep 
Score: -1853663.625000 Penalty: 2405.712402
	Iteration 0F: 2 clusters Score -1853664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1841930.625000 Penalty: 4811.424805
	Iteration 0F: 3 clusters Score -1841931 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1845663.250000 Penalty: 4811.424805
	Iteration 1F: 3 clusters Score -1845663 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1845928.000000 Penalty: 4811.424805
	Iteration 2Q: 3 clusters Score -1845928 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1846121.750000 Penalty: 4811.424805
	Iteration 3Q: 3 clusters Score -1846122 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1846290.500000 Penalty: 4811.424805
	Iteration 4Q: 3 clusters Score -1846290 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1846427.375000 Penalty: 4811.424805
	Iteration 5Q: 3 clusters Score -1846427 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1846540.375000 Penalty: 4811.424805
	Iteration 6Q: 3 clusters Score -1846540 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1846640.125000 Penalty: 4811.424805
	Iteration 7Q: 3 clusters Score -1846640 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1846743.750000 Penalty: 4811.424805
	Iteration 8Q: 3 clusters Score -1846744 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1846854.875000 Penalty: 4811.424805
	Iteration 9Q: 3 clusters Score -1846855 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1846961.625000 Penalty: 4811.424805
	Iteration 10Q: 3 clusters Score -1846962 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1847079.375000 Penalty: 4811.424805
	Iteration 11Q: 3 clusters Score -1847079 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1847191.500000 Penalty: 4811.424805
	Iteration 12Q: 3 clusters Score -1847192 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1847318.250000 Penalty: 4811.424805
	Iteration 13Q: 3 clusters Score -1847318 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1847484.125000 Penalty: 4811.424805
	Iteration 14Q: 3 clusters Score -1847484 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1847675 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1847896.875000 Penalty: 4811.424805
	Iteration 16Q: 3 clusters Score -1847897 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1848225.875000 Penalty: 4811.424805
	Iteration 17Q: 3 clusters Score -1848226 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1848614.750000 Penalty: 4811.424805
	Iteration 18Q: 3 clusters Score -1848615 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1848977 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1849267.125000 Penalty: 4811.424805
	Iteration 20F: 3 clusters Score -1849267 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1849500 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1849648 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1849733.500000 Penalty: 4811.424805
	Iteration 23Q: 3 clusters Score -1849734 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1849781 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1849821.500000 Penalty: 4811.424805
	Iteration 25Q: 3 clusters Score -1849822 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1849846 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1849869 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1849886 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1849916.875000 Penalty: 4811.424805
	Iteration 29Q: 3 clusters Score -1849917 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1849946.125000 Penalty: 4811.424805
	Iteration 30Q: 3 clusters Score -1849946 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1849962.625000 Penalty: 4811.424805
	Iteration 31Q: 3 clusters Score -1849963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1849982.750000 Penalty: 4811.424805
	Iteration 32Q: 3 clusters Score -1849983 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1849996.750000 Penalty: 4811.424805
	Iteration 33Q: 3 clusters Score -1849997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1850013.250000 Penalty: 4811.424805
	Iteration 34Q: 3 clusters Score -1850013 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1850041.125000 Penalty: 4811.424805
	Iteration 35Q: 3 clusters Score -1850041 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1850070.875000 Penalty: 4811.424805
	Iteration 36Q: 3 clusters Score -1850071 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1850090.500000 Penalty: 4811.424805
	Iteration 37Q: 3 clusters Score -1850090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1850103.625000 Penalty: 4811.424805
	Iteration 38Q: 3 clusters Score -1850104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1850117.875000 Penalty: 4811.424805
	Iteration 39Q: 3 clusters Score -1850118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1850125.875000 Penalty: 4811.424805
	Iteration 40F: 3 clusters Score -1850126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1850135.500000 Penalty: 4811.424805
	Iteration 41Q: 3 clusters Score -1850136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1850144.875000 Penalty: 4811.424805
	Iteration 42Q: 3 clusters Score -1850145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1850157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1850178.375000 Penalty: 4811.424805
	Iteration 44Q: 3 clusters Score -1850178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1850199.625000 Penalty: 4811.424805
	Iteration 45Q: 3 clusters Score -1850200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1850218.250000 Penalty: 4811.424805
	Iteration 46Q: 3 clusters Score -1850218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1850236.500000 Penalty: 4811.424805
	Iteration 47Q: 3 clusters Score -1850236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1850248.375000 Penalty: 4811.424805
	Iteration 48Q: 3 clusters Score -1850248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1850259.125000 Penalty: 4811.424805
	Iteration 49Q: 3 clusters Score -1850259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1850275.250000 Penalty: 4811.424805
	Iteration 50Q: 3 clusters Score -1850275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1850288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1850295.500000 Penalty: 4811.424805
	Iteration 52Q: 3 clusters Score -1850296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1850309.125000 Penalty: 4811.424805
	Iteration 53Q: 3 clusters Score -1850309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1850326.750000 Penalty: 4811.424805
	Iteration 54Q: 3 clusters Score -1850327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1850336.500000 Penalty: 4811.424805
	Iteration 55Q: 3 clusters Score -1850336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1850352.250000 Penalty: 4811.424805
	Iteration 56Q: 3 clusters Score -1850352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1850378.000000 Penalty: 4811.424805
	Iteration 57Q: 3 clusters Score -1850378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1850404.375000 Penalty: 4811.424805
	Iteration 58Q: 3 clusters Score -1850404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1850430.375000 Penalty: 4811.424805
	Iteration 59Q: 3 clusters Score -1850430 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1850462.625000 Penalty: 4811.424805
	Iteration 60F: 3 clusters Score -1850463 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1850495.375000 Penalty: 4811.424805
	Iteration 61Q: 3 clusters Score -1850495 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1850528.875000 Penalty: 4811.424805
	Iteration 62Q: 3 clusters Score -1850529 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1850566.250000 Penalty: 4811.424805
	Iteration 63Q: 3 clusters Score -1850566 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1850602.125000 Penalty: 4811.424805
	Iteration 64Q: 3 clusters Score -1850602 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1850640.125000 Penalty: 4811.424805
	Iteration 65Q: 3 clusters Score -1850640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1850663.000000 Penalty: 4811.424805
	Iteration 66Q: 3 clusters Score -1850663 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1850703.625000 Penalty: 4811.424805
	Iteration 67Q: 3 clusters Score -1850704 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1850751.125000 Penalty: 4811.424805
	Iteration 68Q: 3 clusters Score -1850751 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1850808.375000 Penalty: 4811.424805
	Iteration 69Q: 3 clusters Score -1850808 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1850868.750000 Penalty: 4811.424805
	Iteration 70Q: 3 clusters Score -1850869 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1850921.250000 Penalty: 4811.424805
	Iteration 71Q: 3 clusters Score -1850921 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1850986.250000 Penalty: 4811.424805
	Iteration 72Q: 3 clusters Score -1850986 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1851061.625000 Penalty: 4811.424805
	Iteration 73Q: 3 clusters Score -1851062 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1851142.875000 Penalty: 4811.424805
	Iteration 74Q: 3 clusters Score -1851143 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1851228.125000 Penalty: 4811.424805
	Iteration 75Q: 3 clusters Score -1851228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1851293.375000 Penalty: 4811.424805
	Iteration 76Q: 3 clusters Score -1851293 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1851355.500000 Penalty: 4811.424805
	Iteration 77Q: 3 clusters Score -1851356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1851412.750000 Penalty: 4811.424805
	Iteration 78Q: 3 clusters Score -1851413 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1851454.125000 Penalty: 4811.424805
	Iteration 79Q: 3 clusters Score -1851454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1851502.000000 Penalty: 4811.424805
	Iteration 80F: 3 clusters Score -1851502 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1851549.000000 Penalty: 4811.424805
	Iteration 81Q: 3 clusters Score -1851549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1851570.000000 Penalty: 4811.424805
	Iteration 82Q: 3 clusters Score -1851570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1851598.000000 Penalty: 4811.424805
	Iteration 83Q: 3 clusters Score -1851598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1851631.000000 Penalty: 4811.424805
	Iteration 84Q: 3 clusters Score -1851631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1851658.125000 Penalty: 4811.424805
	Iteration 85Q: 3 clusters Score -1851658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1851672.500000 Penalty: 4811.424805
	Iteration 86Q: 3 clusters Score -1851672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1851684.125000 Penalty: 4811.424805
	Iteration 87Q: 3 clusters Score -1851684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1851701.375000 Penalty: 4811.424805
	Iteration 88Q: 3 clusters Score -1851701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1851710.750000 Penalty: 4811.424805
	Iteration 89Q: 3 clusters Score -1851711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1851728.500000 Penalty: 4811.424805
	Iteration 90Q: 3 clusters Score -1851728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1851746.375000 Penalty: 4811.424805
	Iteration 91Q: 3 clusters Score -1851746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1851760.000000 Penalty: 4811.424805
	Iteration 92Q: 3 clusters Score -1851760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1851775.375000 Penalty: 4811.424805
	Iteration 93Q: 3 clusters Score -1851775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1851787.750000 Penalty: 4811.424805
	Iteration 94Q: 3 clusters Score -1851788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1851795.000000 Penalty: 4811.424805
	Iteration 95Q: 3 clusters Score -1851795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1851802.750000 Penalty: 4811.424805
	Iteration 96Q: 3 clusters Score -1851803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1851807.500000 Penalty: 4811.424805
	Iteration 97Q: 3 clusters Score -1851808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1851811.875000 Penalty: 4811.424805
	Iteration 98Q: 3 clusters Score -1851812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1851812.625000 Penalty: 4811.424805
	Iteration 99Q: 3 clusters Score -1851813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1851813.125000 Penalty: 4811.424805
	Iteration 100F: 3 clusters Score -1851813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1851816.250000 Penalty: 4811.424805
	Iteration 101Q: 3 clusters Score -1851816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1851816.000000 Penalty: 4811.424805
	Iteration 102Q: 3 clusters Score -1851816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1851816.750000 Penalty: 4811.424805
	Iteration 103Q: 3 clusters Score -1851817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1851820.375000 Penalty: 4811.424805
	Iteration 104Q: 3 clusters Score -1851820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1851820.375000 Penalty: 4811.424805
	Iteration 105F: 3 clusters Score -1851820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -90964.335938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -90964.34 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 451 members 
Entering Unmasked Estep 
Score: -89138.804688 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -89138.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89433.640625 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -89433.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89537.453125 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -89537.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89628.507812 Penalty: 3367.330078
	Iteration 3Q: 3 clusters Score -89628.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -89709.242188 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -89709.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -89761.843750 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -89761.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89801.929688 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -89801.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -89828.414062 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -89828.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89849.203125 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -89849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -89864.093750 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -89864.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -89878.648438 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -89878.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -89890.039062 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -89890.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -89903.148438 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -89903.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -89909.601562 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -89909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -89913.546875 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -89913.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -89914.578125 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -89914.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -89918.718750 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -89918.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -89919.578125 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -89919.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -89919.578125 Penalty: 3367.330078
	Iteration 18F: 3 clusters Score -89919.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -925665.375000 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -925665.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -919163.750000 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -919163.8 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -920904.562500 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -920904.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -921189.812500 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -921189.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -921387.875000 Penalty: 4468.503906
	Iteration 3F: 3 clusters Score -921387.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -921539.437500 Penalty: 4468.503906
	Iteration 4Q: 3 clusters Score -921539.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -921652.437500 Penalty: 4468.503906
	Iteration 5Q: 3 clusters Score -921652.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -921764.812500 Penalty: 4468.503906
	Iteration 6Q: 3 clusters Score -921764.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -921862.437500 Penalty: 4468.503906
	Iteration 7Q: 3 clusters Score -921862.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -921955.062500 Penalty: 4468.503906
	Iteration 8Q: 3 clusters Score -921955.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -922026.500000 Penalty: 4468.503906
	Iteration 9Q: 3 clusters Score -922026.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -922110.812500 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -922110.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -922210.875000 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -922210.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -922313.125000 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -922313.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -922407.812500 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -922407.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -922532.687500 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -922532.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -922690.062500 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -922690.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -922860.375000 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -922860.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -923023.750000 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -923023.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -923169.750000 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -923169.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -923283.375000 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -923283.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -923384.375000 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -923384.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -923466.500000 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -923466.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -923538.812500 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -923538.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -923608.687500 Penalty: 4468.503906
	Iteration 23Q: 3 clusters Score -923608.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -923673.625000 Penalty: 4468.503906
	Iteration 24Q: 3 clusters Score -923673.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -923734.625000 Penalty: 4468.503906
	Iteration 25Q: 3 clusters Score -923734.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -923797.312500 Penalty: 4468.503906
	Iteration 26Q: 3 clusters Score -923797.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -923851.250000 Penalty: 4468.503906
	Iteration 27Q: 3 clusters Score -923851.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -923892.000000 Penalty: 4468.503906
	Iteration 28Q: 3 clusters Score -923892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -923933.750000 Penalty: 4468.503906
	Iteration 29Q: 3 clusters Score -923933.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -923990.562500 Penalty: 4468.503906
	Iteration 30Q: 3 clusters Score -923990.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -924129.500000 Penalty: 4468.503906
	Iteration 31Q: 3 clusters Score -924129.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -924275.312500 Penalty: 4468.503906
	Iteration 32Q: 3 clusters Score -924275.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -924398.937500 Penalty: 4468.503906
	Iteration 33Q: 3 clusters Score -924398.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -924463.125000 Penalty: 4468.503906
	Iteration 34Q: 3 clusters Score -924463.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -924491.187500 Penalty: 4468.503906
	Iteration 35Q: 3 clusters Score -924491.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -924503.250000 Penalty: 4468.503906
	Iteration 36Q: 3 clusters Score -924503.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -924514.562500 Penalty: 4468.503906
	Iteration 37Q: 3 clusters Score -924514.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -924520.187500 Penalty: 4468.503906
	Iteration 38Q: 3 clusters Score -924520.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -924528.875000 Penalty: 4468.503906
	Iteration 39Q: 3 clusters Score -924528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -924529.312500 Penalty: 4468.503906
	Iteration 40F: 3 clusters Score -924529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -924530.937500 Penalty: 4468.503906
	Iteration 41Q: 3 clusters Score -924530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -924532.187500 Penalty: 4468.503906
	Iteration 42Q: 3 clusters Score -924532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -924531.625000 Penalty: 4468.503906
	Iteration 43Q: 3 clusters Score -924531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -924531.625000 Penalty: 4468.503906
	Iteration 44F: 3 clusters Score -924531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51654.210938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51654.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50120.535156 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50120.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50291.933594 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50291.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50355.703125 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50355.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50396.605469 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50396.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50412.906250 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50412.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50419.468750 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50419.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50421.902344 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50421.902344 Penalty: 3096.142822
	Iteration 7F: 3 clusters Score -50421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Entering Unmasked Estep 
Score: -2394718.000000 Penalty: 2464.776123
	Iteration 0F: 2 clusters Score -2394718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2380253.250000 Penalty: 4929.552246
	Iteration 0F: 3 clusters Score -2380253 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2385076.750000 Penalty: 4929.552246
	Iteration 1F: 3 clusters Score -2385077 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2385507.500000 Penalty: 4929.552246
	Iteration 2F: 3 clusters Score -2385508 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2385951.500000 Penalty: 4929.552246
	Iteration 3Q: 3 clusters Score -2385952 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2386475.500000 Penalty: 4929.552246
	Iteration 4Q: 3 clusters Score -2386476 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2387058.500000 Penalty: 4929.552246
	Iteration 5F: 3 clusters Score -2387058 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2387786.250000 Penalty: 4929.552246
	Iteration 6F: 3 clusters Score -2387786 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2388767.250000 Penalty: 4929.552246
	Iteration 7F: 3 clusters Score -2388767 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2389792.500000 Penalty: 4929.552246
	Iteration 8F: 3 clusters Score -2389792 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2390648.000000 Penalty: 4929.552246
	Iteration 9F: 3 clusters Score -2390648 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2391236.250000 Penalty: 4929.552246
	Iteration 10Q: 3 clusters Score -2391236 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2391586.750000 Penalty: 4929.552246
	Iteration 11Q: 3 clusters Score -2391587 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2391841.000000 Penalty: 4929.552246
	Iteration 12Q: 3 clusters Score -2391841 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2392031.000000 Penalty: 4929.552246
	Iteration 13Q: 3 clusters Score -2392031 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2392192.750000 Penalty: 4929.552246
	Iteration 14Q: 3 clusters Score -2392193 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2392342.250000 Penalty: 4929.552246
	Iteration 15Q: 3 clusters Score -2392342 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2392476.000000 Penalty: 4929.552246
	Iteration 16Q: 3 clusters Score -2392476 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2392568.000000 Penalty: 4929.552246
	Iteration 17Q: 3 clusters Score -2392568 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2392627.250000 Penalty: 4929.552246
	Iteration 18Q: 3 clusters Score -2392627 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2392677.000000 Penalty: 4929.552246
	Iteration 19Q: 3 clusters Score -2392677 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2392718.500000 Penalty: 4929.552246
	Iteration 20F: 3 clusters Score -2392718 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2392756.750000 Penalty: 4929.552246
	Iteration 21Q: 3 clusters Score -2392757 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2392786.250000 Penalty: 4929.552246
	Iteration 22Q: 3 clusters Score -2392786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2392825.500000 Penalty: 4929.552246
	Iteration 23Q: 3 clusters Score -2392826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2392838.500000 Penalty: 4929.552246
	Iteration 24Q: 3 clusters Score -2392838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2392852.750000 Penalty: 4929.552246
	Iteration 25Q: 3 clusters Score -2392853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2392863.500000 Penalty: 4929.552246
	Iteration 26Q: 3 clusters Score -2392864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2392868.250000 Penalty: 4929.552246
	Iteration 27Q: 3 clusters Score -2392868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2392880.750000 Penalty: 4929.552246
	Iteration 28Q: 3 clusters Score -2392881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2392884.750000 Penalty: 4929.552246
	Iteration 29Q: 3 clusters Score -2392885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2392886.500000 Penalty: 4929.552246
	Iteration 30Q: 3 clusters Score -2392886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2392901.000000 Penalty: 4929.552246
	Iteration 31Q: 3 clusters Score -2392901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2392900.250000 Penalty: 4929.552246
	Iteration 32Q: 3 clusters Score -2392900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2392902.500000 Penalty: 4929.552246
	Iteration 33Q: 3 clusters Score -2392902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2392905.250000 Penalty: 4929.552246
	Iteration 34Q: 3 clusters Score -2392905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2392909.500000 Penalty: 4929.552246
	Iteration 35Q: 3 clusters Score -2392910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2392914.250000 Penalty: 4929.552246
	Iteration 36Q: 3 clusters Score -2392914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2392914.000000 Penalty: 4929.552246
	Iteration 37Q: 3 clusters Score -2392914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2392915.750000 Penalty: 4929.552246
	Iteration 38Q: 3 clusters Score -2392916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2392918.500000 Penalty: 4929.552246
	Iteration 39Q: 3 clusters Score -2392918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2392926.750000 Penalty: 4929.552246
	Iteration 40F: 3 clusters Score -2392927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2392926.250000 Penalty: 4929.552246
	Iteration 41Q: 3 clusters Score -2392926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2392922.500000 Penalty: 4929.552246
	Iteration 42Q: 3 clusters Score -2392922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2392929.750000 Penalty: 4929.552246
	Iteration 43Q: 3 clusters Score -2392930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2392930.500000 Penalty: 4929.552246
	Iteration 44Q: 3 clusters Score -2392930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2392930.500000 Penalty: 4929.552246
	Iteration 45Q: 3 clusters Score -2392930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2392936.750000 Penalty: 4929.552246
	Iteration 46Q: 3 clusters Score -2392937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2392939.750000 Penalty: 4929.552246
	Iteration 47Q: 3 clusters Score -2392940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2392939.500000 Penalty: 4929.552246
	Iteration 48Q: 3 clusters Score -2392940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2392939.750000 Penalty: 4929.552246
	Iteration 49Q: 3 clusters Score -2392940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2392939.000000 Penalty: 4929.552246
	Iteration 50Q: 3 clusters Score -2392939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2392939.500000 Penalty: 4929.552246
	Iteration 51Q: 3 clusters Score -2392940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2392944.500000 Penalty: 4929.552246
	Iteration 52Q: 3 clusters Score -2392944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2392937.750000 Penalty: 4929.552246
	Iteration 53Q: 3 clusters Score -2392938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2392943.500000 Penalty: 4929.552246
	Iteration 54Q: 3 clusters Score -2392944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2392941.250000 Penalty: 4929.552246
	Iteration 55Q: 3 clusters Score -2392941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2392943.500000 Penalty: 4929.552246
	Iteration 56Q: 3 clusters Score -2392944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2392946.500000 Penalty: 4929.552246
	Iteration 57Q: 3 clusters Score -2392946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2392946.000000 Penalty: 4929.552246
	Iteration 58Q: 3 clusters Score -2392946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2392946.000000 Penalty: 4929.552246
	Iteration 59F: 3 clusters Score -2392946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -134332.843750 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -134332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132056.421875 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -132056.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -132583.390625 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -132583.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -132819.046875 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -132819 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -132922.234375 Penalty: 3639.120605
	Iteration 3F: 3 clusters Score -132922.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133005.656250 Penalty: 3639.120605
	Iteration 4Q: 3 clusters Score -133005.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -133064.906250 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -133064.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133094.500000 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -133094.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -133120.062500 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -133120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -133139.015625 Penalty: 3639.120605
	Iteration 8Q: 3 clusters Score -133139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -133159.718750 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -133159.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -133165.640625 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -133165.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -133181.046875 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -133181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133214.015625 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -133214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133253.812500 Penalty: 3639.120605
	Iteration 13Q: 3 clusters Score -133253.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -133277.078125 Penalty: 3639.120605
	Iteration 14Q: 3 clusters Score -133277.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133292.156250 Penalty: 3639.120605
	Iteration 15Q: 3 clusters Score -133292.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133309.140625 Penalty: 3639.120605
	Iteration 16Q: 3 clusters Score -133309.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133340.796875 Penalty: 3639.120605
	Iteration 17Q: 3 clusters Score -133340.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133359.000000 Penalty: 3639.120605
	Iteration 18Q: 3 clusters Score -133359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133373.500000 Penalty: 3639.120605
	Iteration 19Q: 3 clusters Score -133373.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133391.265625 Penalty: 3639.120605
	Iteration 20F: 3 clusters Score -133391.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133412.375000 Penalty: 3639.120605
	Iteration 21Q: 3 clusters Score -133412.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133423.812500 Penalty: 3639.120605
	Iteration 22Q: 3 clusters Score -133423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -133429.562500 Penalty: 3639.120605
	Iteration 23Q: 3 clusters Score -133429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133435.218750 Penalty: 3639.120605
	Iteration 24Q: 3 clusters Score -133435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133439.515625 Penalty: 3639.120605
	Iteration 25Q: 3 clusters Score -133439.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -133443.656250 Penalty: 3639.120605
	Iteration 26Q: 3 clusters Score -133443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -133449.890625 Penalty: 3639.120605
	Iteration 27Q: 3 clusters Score -133449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133456.312500 Penalty: 3639.120605
	Iteration 28Q: 3 clusters Score -133456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133461.875000 Penalty: 3639.120605
	Iteration 29Q: 3 clusters Score -133461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133466.187500 Penalty: 3639.120605
	Iteration 30Q: 3 clusters Score -133466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133475.640625 Penalty: 3639.120605
	Iteration 31Q: 3 clusters Score -133475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133485.906250 Penalty: 3639.120605
	Iteration 32Q: 3 clusters Score -133485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -133494.468750 Penalty: 3639.120605
	Iteration 33Q: 3 clusters Score -133494.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133504.000000 Penalty: 3639.120605
	Iteration 34Q: 3 clusters Score -133504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133519.937500 Penalty: 3639.120605
	Iteration 35Q: 3 clusters Score -133519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -133540.406250 Penalty: 3639.120605
	Iteration 36Q: 3 clusters Score -133540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133562.453125 Penalty: 3639.120605
	Iteration 37Q: 3 clusters Score -133562.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133584.328125 Penalty: 3639.120605
	Iteration 38Q: 3 clusters Score -133584.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133603.656250 Penalty: 3639.120605
	Iteration 39Q: 3 clusters Score -133603.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133621.093750 Penalty: 3639.120605
	Iteration 40F: 3 clusters Score -133621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133630.750000 Penalty: 3639.120605
	Iteration 41Q: 3 clusters Score -133630.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133636.531250 Penalty: 3639.120605
	Iteration 42Q: 3 clusters Score -133636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133640.968750 Penalty: 3639.120605
	Iteration 43Q: 3 clusters Score -133641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133649.812500 Penalty: 3639.120605
	Iteration 44Q: 3 clusters Score -133649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133653.984375 Penalty: 3639.120605
	Iteration 45Q: 3 clusters Score -133654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133656.593750 Penalty: 3639.120605
	Iteration 46Q: 3 clusters Score -133656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133657.468750 Penalty: 3639.120605
	Iteration 47Q: 3 clusters Score -133657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -133658.968750 Penalty: 3639.120605
	Iteration 48Q: 3 clusters Score -133659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -133661.953125 Penalty: 3639.120605
	Iteration 49Q: 3 clusters Score -133662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133666.890625 Penalty: 3639.120605
	Iteration 50Q: 3 clusters Score -133666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133672.625000 Penalty: 3639.120605
	Iteration 51Q: 3 clusters Score -133672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133678.328125 Penalty: 3639.120605
	Iteration 52Q: 3 clusters Score -133678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133703.468750 Penalty: 3639.120605
	Iteration 53Q: 3 clusters Score -133703.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133756.437500 Penalty: 3639.120605
	Iteration 54Q: 3 clusters Score -133756.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133813.046875 Penalty: 3639.120605
	Iteration 55Q: 3 clusters Score -133813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133869.140625 Penalty: 3639.120605
	Iteration 56Q: 3 clusters Score -133869.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133919.906250 Penalty: 3639.120605
	Iteration 57Q: 3 clusters Score -133919.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133979.140625 Penalty: 3639.120605
	Iteration 58Q: 3 clusters Score -133979.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -134019.421875 Penalty: 3639.120605
	Iteration 59Q: 3 clusters Score -134019.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134050.625000 Penalty: 3639.120605
	Iteration 60F: 3 clusters Score -134050.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -134078.703125 Penalty: 3639.120605
	Iteration 61Q: 3 clusters Score -134078.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -134104.437500 Penalty: 3639.120605
	Iteration 62Q: 3 clusters Score -134104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -134119.265625 Penalty: 3639.120605
	Iteration 63Q: 3 clusters Score -134119.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134136.609375 Penalty: 3639.120605
	Iteration 64Q: 3 clusters Score -134136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134148.687500 Penalty: 3639.120605
	Iteration 65Q: 3 clusters Score -134148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -134154.609375 Penalty: 3639.120605
	Iteration 66Q: 3 clusters Score -134154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -134159.578125 Penalty: 3639.120605
	Iteration 67Q: 3 clusters Score -134159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -134169.437500 Penalty: 3639.120605
	Iteration 68Q: 3 clusters Score -134169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134183.359375 Penalty: 3639.120605
	Iteration 69Q: 3 clusters Score -134183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134208.687500 Penalty: 3639.120605
	Iteration 70Q: 3 clusters Score -134208.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134235.078125 Penalty: 3639.120605
	Iteration 71Q: 3 clusters Score -134235.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134245.218750 Penalty: 3639.120605
	Iteration 72Q: 3 clusters Score -134245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134254.812500 Penalty: 3639.120605
	Iteration 73Q: 3 clusters Score -134254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134264.812500 Penalty: 3639.120605
	Iteration 74Q: 3 clusters Score -134264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -134266.593750 Penalty: 3639.120605
	Iteration 75Q: 3 clusters Score -134266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -134267.843750 Penalty: 3639.120605
	Iteration 76Q: 3 clusters Score -134267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134269.484375 Penalty: 3639.120605
	Iteration 77Q: 3 clusters Score -134269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134277.656250 Penalty: 3639.120605
	Iteration 78Q: 3 clusters Score -134277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134280.984375 Penalty: 3639.120605
	Iteration 79Q: 3 clusters Score -134281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134280.984375 Penalty: 3639.120605
	Iteration 80F: 3 clusters Score -134281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -804876.250000 Penalty: 2241.396484
	Iteration 0F: 2 clusters Score -804876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -798173.812500 Penalty: 4482.792969
	Iteration 0F: 3 clusters Score -798173.8 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -800091.250000 Penalty: 4482.792969
	Iteration 1F: 3 clusters Score -800091.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -800423.125000 Penalty: 4482.792969
	Iteration 2F: 3 clusters Score -800423.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -800709.937500 Penalty: 4482.792969
	Iteration 3F: 3 clusters Score -800709.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -800942.375000 Penalty: 4482.792969
	Iteration 4Q: 3 clusters Score -800942.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -801128.187500 Penalty: 4482.792969
	Iteration 5Q: 3 clusters Score -801128.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -801292.937500 Penalty: 4482.792969
	Iteration 6Q: 3 clusters Score -801292.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -801437.125000 Penalty: 4482.792969
	Iteration 7Q: 3 clusters Score -801437.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -801569.000000 Penalty: 4482.792969
	Iteration 8Q: 3 clusters Score -801569 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -801704.687500 Penalty: 4482.792969
	Iteration 9Q: 3 clusters Score -801704.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -801845.062500 Penalty: 4482.792969
	Iteration 10Q: 3 clusters Score -801845.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -801965.375000 Penalty: 4482.792969
	Iteration 11Q: 3 clusters Score -801965.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -802073.687500 Penalty: 4482.792969
	Iteration 12Q: 3 clusters Score -802073.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -802167.312500 Penalty: 4482.792969
	Iteration 13Q: 3 clusters Score -802167.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -802262.937500 Penalty: 4482.792969
	Iteration 14Q: 3 clusters Score -802262.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -802340.312500 Penalty: 4482.792969
	Iteration 15Q: 3 clusters Score -802340.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -802422.750000 Penalty: 4482.792969
	Iteration 16Q: 3 clusters Score -802422.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -802482.250000 Penalty: 4482.792969
	Iteration 17Q: 3 clusters Score -802482.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -802527.375000 Penalty: 4482.792969
	Iteration 18Q: 3 clusters Score -802527.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -802557.437500 Penalty: 4482.792969
	Iteration 19Q: 3 clusters Score -802557.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -802587.312500 Penalty: 4482.792969
	Iteration 20F: 3 clusters Score -802587.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -802609.062500 Penalty: 4482.792969
	Iteration 21Q: 3 clusters Score -802609.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -802626.437500 Penalty: 4482.792969
	Iteration 22Q: 3 clusters Score -802626.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -802643.500000 Penalty: 4482.792969
	Iteration 23Q: 3 clusters Score -802643.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -802658.125000 Penalty: 4482.792969
	Iteration 24Q: 3 clusters Score -802658.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -802664.812500 Penalty: 4482.792969
	Iteration 25Q: 3 clusters Score -802664.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -802669.625000 Penalty: 4482.792969
	Iteration 26Q: 3 clusters Score -802669.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -802682.250000 Penalty: 4482.792969
	Iteration 27Q: 3 clusters Score -802682.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -802693.687500 Penalty: 4482.792969
	Iteration 28Q: 3 clusters Score -802693.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -802702.687500 Penalty: 4482.792969
	Iteration 29Q: 3 clusters Score -802702.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -802713.875000 Penalty: 4482.792969
	Iteration 30Q: 3 clusters Score -802713.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -802727.562500 Penalty: 4482.792969
	Iteration 31Q: 3 clusters Score -802727.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -802736.437500 Penalty: 4482.792969
	Iteration 32Q: 3 clusters Score -802736.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -802752.750000 Penalty: 4482.792969
	Iteration 33Q: 3 clusters Score -802752.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -802771.000000 Penalty: 4482.792969
	Iteration 34Q: 3 clusters Score -802771 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -802790.062500 Penalty: 4482.792969
	Iteration 35Q: 3 clusters Score -802790.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -802805.500000 Penalty: 4482.792969
	Iteration 36Q: 3 clusters Score -802805.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -802823.875000 Penalty: 4482.792969
	Iteration 37Q: 3 clusters Score -802823.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -802845.187500 Penalty: 4482.792969
	Iteration 38Q: 3 clusters Score -802845.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -802868.500000 Penalty: 4482.792969
	Iteration 39Q: 3 clusters Score -802868.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -802898.937500 Penalty: 4482.792969
	Iteration 40F: 3 clusters Score -802898.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -802925.437500 Penalty: 4482.792969
	Iteration 41Q: 3 clusters Score -802925.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -802952.062500 Penalty: 4482.792969
	Iteration 42Q: 3 clusters Score -802952.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -802990.125000 Penalty: 4482.792969
	Iteration 43Q: 3 clusters Score -802990.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -803033.437500 Penalty: 4482.792969
	Iteration 44Q: 3 clusters Score -803033.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -803086.000000 Penalty: 4482.792969
	Iteration 45Q: 3 clusters Score -803086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -803144.187500 Penalty: 4482.792969
	Iteration 46Q: 3 clusters Score -803144.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -803218.000000 Penalty: 4482.792969
	Iteration 47Q: 3 clusters Score -803218 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -803285.312500 Penalty: 4482.792969
	Iteration 48Q: 3 clusters Score -803285.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -803390.125000 Penalty: 4482.792969
	Iteration 49Q: 3 clusters Score -803390.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -803483.500000 Penalty: 4482.792969
	Iteration 50Q: 3 clusters Score -803483.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -803576.687500 Penalty: 4482.792969
	Iteration 51Q: 3 clusters Score -803576.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -803650.062500 Penalty: 4482.792969
	Iteration 52Q: 3 clusters Score -803650.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -803718.562500 Penalty: 4482.792969
	Iteration 53Q: 3 clusters Score -803718.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -803789.062500 Penalty: 4482.792969
	Iteration 54Q: 3 clusters Score -803789.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -803842.375000 Penalty: 4482.792969
	Iteration 55Q: 3 clusters Score -803842.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -803868.375000 Penalty: 4482.792969
	Iteration 56Q: 3 clusters Score -803868.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -803877.375000 Penalty: 4482.792969
	Iteration 57Q: 3 clusters Score -803877.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -803885.000000 Penalty: 4482.792969
	Iteration 58Q: 3 clusters Score -803885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -803890.312500 Penalty: 4482.792969
	Iteration 59Q: 3 clusters Score -803890.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -803894.312500 Penalty: 4482.792969
	Iteration 60F: 3 clusters Score -803894.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -803893.312500 Penalty: 4482.792969
	Iteration 61Q: 3 clusters Score -803893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -803894.875000 Penalty: 4482.792969
	Iteration 62Q: 3 clusters Score -803894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -803895.437500 Penalty: 4482.792969
	Iteration 63Q: 3 clusters Score -803895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -803897.000000 Penalty: 4482.792969
	Iteration 64Q: 3 clusters Score -803897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -803897.000000 Penalty: 4482.792969
	Iteration 65F: 3 clusters Score -803897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -495515.093750 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -495515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -491007.593750 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -491007.6 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -492154.875000 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -492154.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -492402.750000 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -492402.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -492614.875000 Penalty: 4225.419922
	Iteration 3F: 3 clusters Score -492614.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -492792.843750 Penalty: 4225.419922
	Iteration 4Q: 3 clusters Score -492792.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -492945.750000 Penalty: 4225.419922
	Iteration 5Q: 3 clusters Score -492945.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -493085.625000 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -493085.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -493226.875000 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -493226.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -493394.656250 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -493394.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -493527.437500 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -493527.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -493666.625000 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -493666.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -493774.562500 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -493774.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -493885.812500 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -493885.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -494013.843750 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -494013.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -494156.187500 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -494156.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -494269.562500 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -494269.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -494332.937500 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -494332.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -494378.406250 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -494378.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -494405.343750 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -494405.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -494429.843750 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -494429.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -494448.437500 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -494448.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -494464.375000 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -494464.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -494480.312500 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -494480.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -494499.531250 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -494499.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -494513.250000 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -494513.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -494525.187500 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -494525.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -494536.218750 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -494536.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -494543.375000 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -494543.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -494550.375000 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -494550.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -494553.687500 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -494553.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -494559.250000 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -494559.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -494564.437500 Penalty: 4225.419922
	Iteration 31Q: 3 clusters Score -494564.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -494570.812500 Penalty: 4225.419922
	Iteration 32Q: 3 clusters Score -494570.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -494578.218750 Penalty: 4225.419922
	Iteration 33Q: 3 clusters Score -494578.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -494588.312500 Penalty: 4225.419922
	Iteration 34Q: 3 clusters Score -494588.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -494596.406250 Penalty: 4225.419922
	Iteration 35Q: 3 clusters Score -494596.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -494605.750000 Penalty: 4225.419922
	Iteration 36Q: 3 clusters Score -494605.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -494612.343750 Penalty: 4225.419922
	Iteration 37Q: 3 clusters Score -494612.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -494618.593750 Penalty: 4225.419922
	Iteration 38Q: 3 clusters Score -494618.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -494622.281250 Penalty: 4225.419922
	Iteration 39Q: 3 clusters Score -494622.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -494627.062500 Penalty: 4225.419922
	Iteration 40F: 3 clusters Score -494627.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -494631.875000 Penalty: 4225.419922
	Iteration 41Q: 3 clusters Score -494631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -494635.312500 Penalty: 4225.419922
	Iteration 42Q: 3 clusters Score -494635.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -494638.156250 Penalty: 4225.419922
	Iteration 43Q: 3 clusters Score -494638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -494641.656250 Penalty: 4225.419922
	Iteration 44Q: 3 clusters Score -494641.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -494646.156250 Penalty: 4225.419922
	Iteration 45Q: 3 clusters Score -494646.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -494651.625000 Penalty: 4225.419922
	Iteration 46Q: 3 clusters Score -494651.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -494656.625000 Penalty: 4225.419922
	Iteration 47Q: 3 clusters Score -494656.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -494661.843750 Penalty: 4225.419922
	Iteration 48Q: 3 clusters Score -494661.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -494665.281250 Penalty: 4225.419922
	Iteration 49Q: 3 clusters Score -494665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -494667.531250 Penalty: 4225.419922
	Iteration 50Q: 3 clusters Score -494667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -494669.875000 Penalty: 4225.419922
	Iteration 51Q: 3 clusters Score -494669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -494671.062500 Penalty: 4225.419922
	Iteration 52Q: 3 clusters Score -494671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -494671.468750 Penalty: 4225.419922
	Iteration 53Q: 3 clusters Score -494671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -494672.875000 Penalty: 4225.419922
	Iteration 54Q: 3 clusters Score -494672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -494673.125000 Penalty: 4225.419922
	Iteration 55Q: 3 clusters Score -494673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -494672.937500 Penalty: 4225.419922
	Iteration 56Q: 3 clusters Score -494672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -494672.937500 Penalty: 4225.419922
	Iteration 57F: 3 clusters Score -494672.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -68360.796875 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -68360.8 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 321 members 
Entering Unmasked Estep 
Score: -66732.554688 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -66732.55 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66954.867188 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -66954.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67015.726562 Penalty: 3210.283691
	Iteration 2Q: 3 clusters Score -67015.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67040.507812 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -67040.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67053.406250 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -67053.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67063.203125 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -67063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67069.632812 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -67069.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67072.898438 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -67072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67076.523438 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -67076.52 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: -67080.125000 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -67080.12 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: -67080.125000 Penalty: 3210.283691
	Iteration 10F: 3 clusters Score -67080.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Entering Unmasked Estep 
Score: -1469331.875000 Penalty: 2347.546387
	Iteration 0F: 2 clusters Score -1469332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1459791.875000 Penalty: 4695.092773
	Iteration 0F: 3 clusters Score -1459792 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1462696.000000 Penalty: 4695.092773
	Iteration 1F: 3 clusters Score -1462696 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1463048.625000 Penalty: 4695.092773
	Iteration 2F: 3 clusters Score -1463049 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1463286.625000 Penalty: 4695.092773
	Iteration 3F: 3 clusters Score -1463287 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1463465.375000 Penalty: 4695.092773
	Iteration 4Q: 3 clusters Score -1463465 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1463603.875000 Penalty: 4695.092773
	Iteration 5Q: 3 clusters Score -1463604 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1463720.250000 Penalty: 4695.092773
	Iteration 6Q: 3 clusters Score -1463720 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1463804.625000 Penalty: 4695.092773
	Iteration 7Q: 3 clusters Score -1463805 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1463890.500000 Penalty: 4695.092773
	Iteration 8Q: 3 clusters Score -1463890 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1463973.750000 Penalty: 4695.092773
	Iteration 9Q: 3 clusters Score -1463974 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1464074.750000 Penalty: 4695.092773
	Iteration 10Q: 3 clusters Score -1464075 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1464178.875000 Penalty: 4695.092773
	Iteration 11Q: 3 clusters Score -1464179 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1464304.375000 Penalty: 4695.092773
	Iteration 12Q: 3 clusters Score -1464304 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1464447.250000 Penalty: 4695.092773
	Iteration 13Q: 3 clusters Score -1464447 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1464652.625000 Penalty: 4695.092773
	Iteration 14Q: 3 clusters Score -1464653 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1464905.875000 Penalty: 4695.092773
	Iteration 15Q: 3 clusters Score -1464906 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1465170.125000 Penalty: 4695.092773
	Iteration 16Q: 3 clusters Score -1465170 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1465457.750000 Penalty: 4695.092773
	Iteration 17Q: 3 clusters Score -1465458 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1465778.500000 Penalty: 4695.092773
	Iteration 18Q: 3 clusters Score -1465778 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1466072.500000 Penalty: 4695.092773
	Iteration 19Q: 3 clusters Score -1466072 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1466352.625000 Penalty: 4695.092773
	Iteration 20F: 3 clusters Score -1466353 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1466564.625000 Penalty: 4695.092773
	Iteration 21Q: 3 clusters Score -1466565 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1466750.000000 Penalty: 4695.092773
	Iteration 22Q: 3 clusters Score -1466750 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1466885.625000 Penalty: 4695.092773
	Iteration 23Q: 3 clusters Score -1466886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1466986.250000 Penalty: 4695.092773
	Iteration 24Q: 3 clusters Score -1466986 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1467057.500000 Penalty: 4695.092773
	Iteration 25Q: 3 clusters Score -1467058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1467111.000000 Penalty: 4695.092773
	Iteration 26Q: 3 clusters Score -1467111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1467155.375000 Penalty: 4695.092773
	Iteration 27Q: 3 clusters Score -1467155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1467198.750000 Penalty: 4695.092773
	Iteration 28Q: 3 clusters Score -1467199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1467219.625000 Penalty: 4695.092773
	Iteration 29Q: 3 clusters Score -1467220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1467237.375000 Penalty: 4695.092773
	Iteration 30Q: 3 clusters Score -1467237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1467258.875000 Penalty: 4695.092773
	Iteration 31Q: 3 clusters Score -1467259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1467275.625000 Penalty: 4695.092773
	Iteration 32Q: 3 clusters Score -1467276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1467289.250000 Penalty: 4695.092773
	Iteration 33Q: 3 clusters Score -1467289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1467298.125000 Penalty: 4695.092773
	Iteration 34Q: 3 clusters Score -1467298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1467302.500000 Penalty: 4695.092773
	Iteration 35Q: 3 clusters Score -1467302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1467308.625000 Penalty: 4695.092773
	Iteration 36Q: 3 clusters Score -1467309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1467316.500000 Penalty: 4695.092773
	Iteration 37Q: 3 clusters Score -1467316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1467320.875000 Penalty: 4695.092773
	Iteration 38Q: 3 clusters Score -1467321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1467322.500000 Penalty: 4695.092773
	Iteration 39Q: 3 clusters Score -1467322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1467324.625000 Penalty: 4695.092773
	Iteration 40F: 3 clusters Score -1467325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -378073.000000 Penalty: 2054.243896
	Iteration 0F: 2 clusters Score -378073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -374185.093750 Penalty: 4108.487793
	Iteration 0F: 3 clusters Score -374185.1 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -375136.281250 Penalty: 4108.487793
	Iteration 1F: 3 clusters Score -375136.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -375423.156250 Penalty: 4108.487793
	Iteration 2F: 3 clusters Score -375423.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -375642.625000 Penalty: 4108.487793
	Iteration 3F: 3 clusters Score -375642.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -375800.500000 Penalty: 4108.487793
	Iteration 4F: 3 clusters Score -375800.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -375917.468750 Penalty: 4108.487793
	Iteration 5Q: 3 clusters Score -375917.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -376040.562500 Penalty: 4108.487793
	Iteration 6Q: 3 clusters Score -376040.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -376186.750000 Penalty: 4108.487793
	Iteration 7Q: 3 clusters Score -376186.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -376320.218750 Penalty: 4108.487793
	Iteration 8Q: 3 clusters Score -376320.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -376469.312500 Penalty: 4108.487793
	Iteration 9Q: 3 clusters Score -376469.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -376600.312500 Penalty: 4108.487793
	Iteration 10Q: 3 clusters Score -376600.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -376724.968750 Penalty: 4108.487793
	Iteration 11Q: 3 clusters Score -376725 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -376804.875000 Penalty: 4108.487793
	Iteration 12Q: 3 clusters Score -376804.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -376868.843750 Penalty: 4108.487793
	Iteration 13Q: 3 clusters Score -376868.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -376919.781250 Penalty: 4108.487793
	Iteration 14Q: 3 clusters Score -376919.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -376960.343750 Penalty: 4108.487793
	Iteration 15Q: 3 clusters Score -376960.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -376992.968750 Penalty: 4108.487793
	Iteration 16Q: 3 clusters Score -376993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -377023.250000 Penalty: 4108.487793
	Iteration 17Q: 3 clusters Score -377023.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -377047.343750 Penalty: 4108.487793
	Iteration 18Q: 3 clusters Score -377047.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -377073.125000 Penalty: 4108.487793
	Iteration 19Q: 3 clusters Score -377073.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -377094.187500 Penalty: 4108.487793
	Iteration 20F: 3 clusters Score -377094.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -377107.687500 Penalty: 4108.487793
	Iteration 21Q: 3 clusters Score -377107.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -377118.812500 Penalty: 4108.487793
	Iteration 22Q: 3 clusters Score -377118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -377124.000000 Penalty: 4108.487793
	Iteration 23Q: 3 clusters Score -377124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -377129.687500 Penalty: 4108.487793
	Iteration 24Q: 3 clusters Score -377129.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -377135.875000 Penalty: 4108.487793
	Iteration 25Q: 3 clusters Score -377135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -377139.593750 Penalty: 4108.487793
	Iteration 26Q: 3 clusters Score -377139.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -377142.093750 Penalty: 4108.487793
	Iteration 27Q: 3 clusters Score -377142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -377145.343750 Penalty: 4108.487793
	Iteration 28Q: 3 clusters Score -377145.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -377147.531250 Penalty: 4108.487793
	Iteration 29Q: 3 clusters Score -377147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -377149.218750 Penalty: 4108.487793
	Iteration 30Q: 3 clusters Score -377149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -377149.062500 Penalty: 4108.487793
	Iteration 31Q: 3 clusters Score -377149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -377150.093750 Penalty: 4108.487793
	Iteration 32Q: 3 clusters Score -377150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -377151.968750 Penalty: 4108.487793
	Iteration 33Q: 3 clusters Score -377152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -377156.593750 Penalty: 4108.487793
	Iteration 34Q: 3 clusters Score -377156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -377157.312500 Penalty: 4108.487793
	Iteration 35Q: 3 clusters Score -377157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -377159.718750 Penalty: 4108.487793
	Iteration 36Q: 3 clusters Score -377159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -377162.156250 Penalty: 4108.487793
	Iteration 37Q: 3 clusters Score -377162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -377163.437500 Penalty: 4108.487793
	Iteration 38Q: 3 clusters Score -377163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -377164.062500 Penalty: 4108.487793
	Iteration 39Q: 3 clusters Score -377164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -377164.062500 Penalty: 4108.487793
	Iteration 40F: 3 clusters Score -377164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (16913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Entering Unmasked Estep 
Score: -1916461.000000 Penalty: 2414.487793
	Iteration 0F: 2 clusters Score -1916461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1904388.125000 Penalty: 4828.975586
	Iteration 0F: 3 clusters Score -1904388 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1908169.875000 Penalty: 4828.975586
	Iteration 1F: 3 clusters Score -1908170 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1908460.500000 Penalty: 4828.975586
	Iteration 2F: 3 clusters Score -1908460 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1908711.000000 Penalty: 4828.975586
	Iteration 3Q: 3 clusters Score -1908711 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1908929.125000 Penalty: 4828.975586
	Iteration 4Q: 3 clusters Score -1908929 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1909164.625000 Penalty: 4828.975586
	Iteration 5Q: 3 clusters Score -1909165 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1909436.125000 Penalty: 4828.975586
	Iteration 6Q: 3 clusters Score -1909436 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1909726.250000 Penalty: 4828.975586
	Iteration 7Q: 3 clusters Score -1909726 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1910049.625000 Penalty: 4828.975586
	Iteration 8Q: 3 clusters Score -1910050 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1910458.250000 Penalty: 4828.975586
	Iteration 9Q: 3 clusters Score -1910458 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1910928.750000 Penalty: 4828.975586
	Iteration 10Q: 3 clusters Score -1910929 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1911494.500000 Penalty: 4828.975586
	Iteration 11Q: 3 clusters Score -1911494 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1912114.875000 Penalty: 4828.975586
	Iteration 12Q: 3 clusters Score -1912115 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1912750.000000 Penalty: 4828.975586
	Iteration 13Q: 3 clusters Score -1912750 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1913275.500000 Penalty: 4828.975586
	Iteration 14Q: 3 clusters Score -1913276 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1913683.625000 Penalty: 4828.975586
	Iteration 15Q: 3 clusters Score -1913684 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1913929.000000 Penalty: 4828.975586
	Iteration 16Q: 3 clusters Score -1913929 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1914089.250000 Penalty: 4828.975586
	Iteration 17Q: 3 clusters Score -1914089 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1914178.625000 Penalty: 4828.975586
	Iteration 18Q: 3 clusters Score -1914179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1914231.625000 Penalty: 4828.975586
	Iteration 19Q: 3 clusters Score -1914232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1914270.500000 Penalty: 4828.975586
	Iteration 20F: 3 clusters Score -1914270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1914307.375000 Penalty: 4828.975586
	Iteration 21Q: 3 clusters Score -1914307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1914336.500000 Penalty: 4828.975586
	Iteration 22Q: 3 clusters Score -1914336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1914356.375000 Penalty: 4828.975586
	Iteration 23Q: 3 clusters Score -1914356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1914377.375000 Penalty: 4828.975586
	Iteration 24Q: 3 clusters Score -1914377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1914396.750000 Penalty: 4828.975586
	Iteration 25Q: 3 clusters Score -1914397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1914408.875000 Penalty: 4828.975586
	Iteration 26Q: 3 clusters Score -1914409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1914424.500000 Penalty: 4828.975586
	Iteration 27Q: 3 clusters Score -1914424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1914437.375000 Penalty: 4828.975586
	Iteration 28Q: 3 clusters Score -1914437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1914454.375000 Penalty: 4828.975586
	Iteration 29Q: 3 clusters Score -1914454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1914461.750000 Penalty: 4828.975586
	Iteration 30Q: 3 clusters Score -1914462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1914465.000000 Penalty: 4828.975586
	Iteration 31Q: 3 clusters Score -1914465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1914468.875000 Penalty: 4828.975586
	Iteration 32Q: 3 clusters Score -1914469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1914469.000000 Penalty: 4828.975586
	Iteration 33Q: 3 clusters Score -1914469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1914472.625000 Penalty: 4828.975586
	Iteration 34Q: 3 clusters Score -1914473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1914476.000000 Penalty: 4828.975586
	Iteration 35Q: 3 clusters Score -1914476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1914482.000000 Penalty: 4828.975586
	Iteration 36Q: 3 clusters Score -1914482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1914484.750000 Penalty: 4828.975586
	Iteration 37Q: 3 clusters Score -1914485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1914491.750000 Penalty: 4828.975586
	Iteration 38Q: 3 clusters Score -1914492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1914492.375000 Penalty: 4828.975586
	Iteration 39Q: 3 clusters Score -1914492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1914492.000000 Penalty: 4828.975586
	Iteration 40F: 3 clusters Score -1914492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1914495.250000 Penalty: 4828.975586
	Iteration 41Q: 3 clusters Score -1914495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1914499.750000 Penalty: 4828.975586
	Iteration 42Q: 3 clusters Score -1914500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1914503.750000 Penalty: 4828.975586
	Iteration 43Q: 3 clusters Score -1914504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1914504.875000 Penalty: 4828.975586
	Iteration 44Q: 3 clusters Score -1914505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1914504.875000 Penalty: 4828.975586
	Iteration 45F: 3 clusters Score -1914505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (14145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Entering Unmasked Estep 
Score: -1635310.000000 Penalty: 2370.164795
	Iteration 0F: 2 clusters Score -1635310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1625047.125000 Penalty: 4740.329590
	Iteration 0F: 3 clusters Score -1625047 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1628165.375000 Penalty: 4740.329590
	Iteration 1F: 3 clusters Score -1628165 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1628485.500000 Penalty: 4740.329590
	Iteration 2F: 3 clusters Score -1628486 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1628766.875000 Penalty: 4740.329590
	Iteration 3Q: 3 clusters Score -1628767 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1628984.875000 Penalty: 4740.329590
	Iteration 4Q: 3 clusters Score -1628985 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1629166.125000 Penalty: 4740.329590
	Iteration 5Q: 3 clusters Score -1629166 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1629355.250000 Penalty: 4740.329590
	Iteration 6Q: 3 clusters Score -1629355 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1629582.250000 Penalty: 4740.329590
	Iteration 7Q: 3 clusters Score -1629582 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1629868.625000 Penalty: 4740.329590
	Iteration 8Q: 3 clusters Score -1629869 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1630199.875000 Penalty: 4740.329590
	Iteration 9Q: 3 clusters Score -1630200 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1630589.125000 Penalty: 4740.329590
	Iteration 10Q: 3 clusters Score -1630589 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1630978.000000 Penalty: 4740.329590
	Iteration 11Q: 3 clusters Score -1630978 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1631390.500000 Penalty: 4740.329590
	Iteration 12Q: 3 clusters Score -1631390 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1631800.250000 Penalty: 4740.329590
	Iteration 13Q: 3 clusters Score -1631800 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1632161.375000 Penalty: 4740.329590
	Iteration 14Q: 3 clusters Score -1632161 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1632413.750000 Penalty: 4740.329590
	Iteration 15Q: 3 clusters Score -1632414 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1632597.500000 Penalty: 4740.329590
	Iteration 16Q: 3 clusters Score -1632598 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1632712.375000 Penalty: 4740.329590
	Iteration 17Q: 3 clusters Score -1632712 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1632806.750000 Penalty: 4740.329590
	Iteration 18Q: 3 clusters Score -1632807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1632884.250000 Penalty: 4740.329590
	Iteration 19Q: 3 clusters Score -1632884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1632938.125000 Penalty: 4740.329590
	Iteration 20F: 3 clusters Score -1632938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1632978.250000 Penalty: 4740.329590
	Iteration 21Q: 3 clusters Score -1632978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1633008.000000 Penalty: 4740.329590
	Iteration 22Q: 3 clusters Score -1633008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1633038.750000 Penalty: 4740.329590
	Iteration 23Q: 3 clusters Score -1633039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1633069.875000 Penalty: 4740.329590
	Iteration 24Q: 3 clusters Score -1633070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1633099.000000 Penalty: 4740.329590
	Iteration 25Q: 3 clusters Score -1633099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1633119.250000 Penalty: 4740.329590
	Iteration 26Q: 3 clusters Score -1633119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1633138.125000 Penalty: 4740.329590
	Iteration 27Q: 3 clusters Score -1633138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1633166.750000 Penalty: 4740.329590
	Iteration 28Q: 3 clusters Score -1633167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1633193.875000 Penalty: 4740.329590
	Iteration 29Q: 3 clusters Score -1633194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1633232.625000 Penalty: 4740.329590
	Iteration 30Q: 3 clusters Score -1633233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1633263.625000 Penalty: 4740.329590
	Iteration 31Q: 3 clusters Score -1633264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1633296.500000 Penalty: 4740.329590
	Iteration 32Q: 3 clusters Score -1633296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1633341.375000 Penalty: 4740.329590
	Iteration 33Q: 3 clusters Score -1633341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1633376.125000 Penalty: 4740.329590
	Iteration 34Q: 3 clusters Score -1633376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1633404.875000 Penalty: 4740.329590
	Iteration 35Q: 3 clusters Score -1633405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1633429.500000 Penalty: 4740.329590
	Iteration 36Q: 3 clusters Score -1633430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1633451.250000 Penalty: 4740.329590
	Iteration 37Q: 3 clusters Score -1633451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1633475.000000 Penalty: 4740.329590
	Iteration 38Q: 3 clusters Score -1633475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1633502.625000 Penalty: 4740.329590
	Iteration 39Q: 3 clusters Score -1633503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1633520.875000 Penalty: 4740.329590
	Iteration 40F: 3 clusters Score -1633521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1633541.125000 Penalty: 4740.329590
	Iteration 41Q: 3 clusters Score -1633541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1633556.875000 Penalty: 4740.329590
	Iteration 42Q: 3 clusters Score -1633557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1633575.375000 Penalty: 4740.329590
	Iteration 43Q: 3 clusters Score -1633575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1633580.375000 Penalty: 4740.329590
	Iteration 44Q: 3 clusters Score -1633580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1633586.000000 Penalty: 4740.329590
	Iteration 45Q: 3 clusters Score -1633586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1633591.750000 Penalty: 4740.329590
	Iteration 46Q: 3 clusters Score -1633592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1633596.000000 Penalty: 4740.329590
	Iteration 47Q: 3 clusters Score -1633596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1633596.750000 Penalty: 4740.329590
	Iteration 48Q: 3 clusters Score -1633597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1633599.375000 Penalty: 4740.329590
	Iteration 49Q: 3 clusters Score -1633599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1633602.875000 Penalty: 4740.329590
	Iteration 50Q: 3 clusters Score -1633603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1633605.625000 Penalty: 4740.329590
	Iteration 51Q: 3 clusters Score -1633606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1633608.250000 Penalty: 4740.329590
	Iteration 52Q: 3 clusters Score -1633608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1633608.250000 Penalty: 4740.329590
	Iteration 53F: 3 clusters Score -1633608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (25459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Entering Unmasked Estep 
Score: -2904259.750000 Penalty: 2515.916504
	Iteration 0F: 2 clusters Score -2904260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2886524.250000 Penalty: 5031.833008
	Iteration 0F: 3 clusters Score -2886524 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2892744.750000 Penalty: 5031.833008
	Iteration 1F: 3 clusters Score -2892745 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2893214.250000 Penalty: 5031.833008
	Iteration 2F: 3 clusters Score -2893214 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2893576.500000 Penalty: 5031.833008
	Iteration 3Q: 3 clusters Score -2893576 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2893943.500000 Penalty: 5031.833008
	Iteration 4Q: 3 clusters Score -2893944 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2894337.000000 Penalty: 5031.833008
	Iteration 5Q: 3 clusters Score -2894337 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2894819.750000 Penalty: 5031.833008
	Iteration 6Q: 3 clusters Score -2894820 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2895432.500000 Penalty: 5031.833008
	Iteration 7Q: 3 clusters Score -2895432 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2896283.750000 Penalty: 5031.833008
	Iteration 8F: 3 clusters Score -2896284 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2897356.750000 Penalty: 5031.833008
	Iteration 9F: 3 clusters Score -2897357 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2898316.000000 Penalty: 5031.833008
	Iteration 10F: 3 clusters Score -2898316 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2898969.750000 Penalty: 5031.833008
	Iteration 11F: 3 clusters Score -2898970 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2899363.000000 Penalty: 5031.833008
	Iteration 12Q: 3 clusters Score -2899363 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2899627.500000 Penalty: 5031.833008
	Iteration 13Q: 3 clusters Score -2899628 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2899822.000000 Penalty: 5031.833008
	Iteration 14Q: 3 clusters Score -2899822 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2900015.750000 Penalty: 5031.833008
	Iteration 15Q: 3 clusters Score -2900016 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2900205.750000 Penalty: 5031.833008
	Iteration 16Q: 3 clusters Score -2900206 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2900388.500000 Penalty: 5031.833008
	Iteration 17Q: 3 clusters Score -2900388 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2900558.750000 Penalty: 5031.833008
	Iteration 18Q: 3 clusters Score -2900559 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2900756.000000 Penalty: 5031.833008
	Iteration 19Q: 3 clusters Score -2900756 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2900963.500000 Penalty: 5031.833008
	Iteration 20F: 3 clusters Score -2900964 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2901206.000000 Penalty: 5031.833008
	Iteration 21Q: 3 clusters Score -2901206 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2901459.500000 Penalty: 5031.833008
	Iteration 22Q: 3 clusters Score -2901460 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2901735.250000 Penalty: 5031.833008
	Iteration 23Q: 3 clusters Score -2901735 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2901987.500000 Penalty: 5031.833008
	Iteration 24Q: 3 clusters Score -2901988 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2902249.250000 Penalty: 5031.833008
	Iteration 25Q: 3 clusters Score -2902249 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2902461.500000 Penalty: 5031.833008
	Iteration 26Q: 3 clusters Score -2902462 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2902627.000000 Penalty: 5031.833008
	Iteration 27Q: 3 clusters Score -2902627 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2902761.250000 Penalty: 5031.833008
	Iteration 28Q: 3 clusters Score -2902761 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2902888.250000 Penalty: 5031.833008
	Iteration 29Q: 3 clusters Score -2902888 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2903020.000000 Penalty: 5031.833008
	Iteration 30Q: 3 clusters Score -2903020 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2903118.750000 Penalty: 5031.833008
	Iteration 31Q: 3 clusters Score -2903119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2903207.000000 Penalty: 5031.833008
	Iteration 32Q: 3 clusters Score -2903207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2903259.250000 Penalty: 5031.833008
	Iteration 33Q: 3 clusters Score -2903259 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2903305.750000 Penalty: 5031.833008
	Iteration 34Q: 3 clusters Score -2903306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2903338.000000 Penalty: 5031.833008
	Iteration 35Q: 3 clusters Score -2903338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2903357.250000 Penalty: 5031.833008
	Iteration 36Q: 3 clusters Score -2903357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2903357.500000 Penalty: 5031.833008
	Iteration 37Q: 3 clusters Score -2903358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2903369.750000 Penalty: 5031.833008
	Iteration 38Q: 3 clusters Score -2903370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2903382.500000 Penalty: 5031.833008
	Iteration 39Q: 3 clusters Score -2903382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2903393.500000 Penalty: 5031.833008
	Iteration 40F: 3 clusters Score -2903394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2903382.000000 Penalty: 5031.833008
	Iteration 41Q: 3 clusters Score -2903382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2903388.500000 Penalty: 5031.833008
	Iteration 42Q: 3 clusters Score -2903388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2903389.000000 Penalty: 5031.833008
	Iteration 43Q: 3 clusters Score -2903389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2903388.750000 Penalty: 5031.833008
	Iteration 44Q: 3 clusters Score -2903389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2903392.250000 Penalty: 5031.833008
	Iteration 45Q: 3 clusters Score -2903392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2903397.000000 Penalty: 5031.833008
	Iteration 46Q: 3 clusters Score -2903397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2903400.000000 Penalty: 5031.833008
	Iteration 47Q: 3 clusters Score -2903400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2903401.750000 Penalty: 5031.833008
	Iteration 48Q: 3 clusters Score -2903402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2903401.750000 Penalty: 5031.833008
	Iteration 49F: 3 clusters Score -2903402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -68299.742188 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -68299.74 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 326 members 
Entering Unmasked Estep 
Score: -66605.054688 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -66605.05 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66831.343750 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -66831.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66881.500000 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -66881.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66909.304688 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -66909.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66934.921875 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -66934.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66944.875000 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -66944.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66955.484375 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -66955.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66963.507812 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -66963.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66967.593750 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -66967.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66967.593750 Penalty: 3219.398926
	Iteration 9F: 3 clusters Score -66967.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (12955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Entering Unmasked Estep 
Score: -1490273.750000 Penalty: 2348.370850
	Iteration 0F: 2 clusters Score -1490274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1480781.000000 Penalty: 4696.741699
	Iteration 0F: 3 clusters Score -1480781 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1483672.375000 Penalty: 4696.741699
	Iteration 1F: 3 clusters Score -1483672 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1483983.750000 Penalty: 4696.741699
	Iteration 2F: 3 clusters Score -1483984 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1484215.375000 Penalty: 4696.741699
	Iteration 3Q: 3 clusters Score -1484215 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1484370.875000 Penalty: 4696.741699
	Iteration 4Q: 3 clusters Score -1484371 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1484485.125000 Penalty: 4696.741699
	Iteration 5Q: 3 clusters Score -1484485 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1484576.000000 Penalty: 4696.741699
	Iteration 6Q: 3 clusters Score -1484576 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1484675.125000 Penalty: 4696.741699
	Iteration 7Q: 3 clusters Score -1484675 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1484767.375000 Penalty: 4696.741699
	Iteration 8Q: 3 clusters Score -1484767 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1484869.375000 Penalty: 4696.741699
	Iteration 9Q: 3 clusters Score -1484869 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1485014.750000 Penalty: 4696.741699
	Iteration 10Q: 3 clusters Score -1485015 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1485218.500000 Penalty: 4696.741699
	Iteration 11Q: 3 clusters Score -1485218 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1485455.500000 Penalty: 4696.741699
	Iteration 12Q: 3 clusters Score -1485456 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1485786.000000 Penalty: 4696.741699
	Iteration 13Q: 3 clusters Score -1485786 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1486223.375000 Penalty: 4696.741699
	Iteration 14Q: 3 clusters Score -1486223 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1486699.750000 Penalty: 4696.741699
	Iteration 15Q: 3 clusters Score -1486700 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1487128.500000 Penalty: 4696.741699
	Iteration 16Q: 3 clusters Score -1487128 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1487469.000000 Penalty: 4696.741699
	Iteration 17Q: 3 clusters Score -1487469 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1487730.750000 Penalty: 4696.741699
	Iteration 18Q: 3 clusters Score -1487731 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1487924.000000 Penalty: 4696.741699
	Iteration 19Q: 3 clusters Score -1487924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1488024.000000 Penalty: 4696.741699
	Iteration 20F: 3 clusters Score -1488024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1488078.125000 Penalty: 4696.741699
	Iteration 21Q: 3 clusters Score -1488078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1488118.875000 Penalty: 4696.741699
	Iteration 22Q: 3 clusters Score -1488119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1488147.000000 Penalty: 4696.741699
	Iteration 23Q: 3 clusters Score -1488147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1488166.000000 Penalty: 4696.741699
	Iteration 24Q: 3 clusters Score -1488166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1488188.250000 Penalty: 4696.741699
	Iteration 25Q: 3 clusters Score -1488188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1488200.875000 Penalty: 4696.741699
	Iteration 26Q: 3 clusters Score -1488201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1488204.125000 Penalty: 4696.741699
	Iteration 27Q: 3 clusters Score -1488204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1488206.375000 Penalty: 4696.741699
	Iteration 28Q: 3 clusters Score -1488206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1488213.000000 Penalty: 4696.741699
	Iteration 29Q: 3 clusters Score -1488213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1488221.000000 Penalty: 4696.741699
	Iteration 30Q: 3 clusters Score -1488221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1488223.000000 Penalty: 4696.741699
	Iteration 31Q: 3 clusters Score -1488223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1488224.750000 Penalty: 4696.741699
	Iteration 32Q: 3 clusters Score -1488225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1488225.875000 Penalty: 4696.741699
	Iteration 33Q: 3 clusters Score -1488226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1488225.875000 Penalty: 4696.741699
	Iteration 34F: 3 clusters Score -1488226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53240 members 
Mstep: Class 4 contains 213790 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14108 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6867 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33609 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16325 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313344.000000 Penalty: 247769.875000
Iteration 439Q: 72 clusters Score -1.393133e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53243 members 
Mstep: Class 4 contains 213790 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14108 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8555 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33607 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16322 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313376.000000 Penalty: 247769.875000
Iteration 440F: 72 clusters Score -1.393134e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53245 members 
Mstep: Class 4 contains 213789 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14109 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8555 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33607 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16320 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313376.000000 Penalty: 247769.875000
Iteration 441Q: 72 clusters Score -1.393134e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213788 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14114 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33602 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313360.000000 Penalty: 247769.875000
Iteration 442Q: 72 clusters Score -1.393134e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213786 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10492 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14116 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25206 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33601 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14145 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313344.000000 Penalty: 247769.875000
Iteration 443Q: 72 clusters Score -1.393133e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213785 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14118 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25206 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33600 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313376.000000 Penalty: 247769.875000
Iteration 444Q: 72 clusters Score -1.393134e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213786 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108142 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14118 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33599 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313344.000000 Penalty: 247769.875000
Iteration 445Q: 72 clusters Score -1.393133e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213785 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14120 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33599 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14144 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313424.000000 Penalty: 247769.875000
Iteration 446Q: 72 clusters Score -1.393134e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213785 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14121 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33599 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313392.000000 Penalty: 247769.875000
Iteration 447Q: 72 clusters Score -1.393134e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213785 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14122 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33598 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313408.000000 Penalty: 247769.875000
Iteration 448Q: 72 clusters Score -1.393134e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213785 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33597 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12912 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313408.000000 Penalty: 247769.875000
Iteration 449Q: 72 clusters Score -1.393134e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213785 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14124 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33595 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12913 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313408.000000 Penalty: 247769.875000
Iteration 450Q: 72 clusters Score -1.393134e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213784 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33595 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12914 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313360.000000 Penalty: 247769.875000
Iteration 451Q: 72 clusters Score -1.393134e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213784 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33595 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12914 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139313360.000000 Penalty: 247769.875000
Iteration 452F: 72 clusters Score -1.393134e+08 nChanged 0
Entering ConstructFrom: 
Score: -139313360.000000 Penalty: 247769.875000
Entering ConstructFrom: 
Trying to split cluster 1 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -310047.937500 Penalty: 1977.939941
	Iteration 0F: 2 clusters Score -310047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -306844.468750 Penalty: 3955.879883
	Iteration 0F: 3 clusters Score -306844.5 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -307456.406250 Penalty: 3955.879883
	Iteration 1F: 3 clusters Score -307456.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -307599.343750 Penalty: 3955.879883
	Iteration 2F: 3 clusters Score -307599.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -307695.187500 Penalty: 3955.879883
	Iteration 3Q: 3 clusters Score -307695.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -307771.031250 Penalty: 3955.879883
	Iteration 4Q: 3 clusters Score -307771 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -307831.437500 Penalty: 3955.879883
	Iteration 5Q: 3 clusters Score -307831.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -307866.906250 Penalty: 3955.879883
	Iteration 6Q: 3 clusters Score -307866.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -307895.718750 Penalty: 3955.879883
	Iteration 7Q: 3 clusters Score -307895.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -307925.343750 Penalty: 3955.879883
	Iteration 8Q: 3 clusters Score -307925.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -307945.156250 Penalty: 3955.879883
	Iteration 9Q: 3 clusters Score -307945.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -307957.625000 Penalty: 3955.879883
	Iteration 10Q: 3 clusters Score -307957.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -307967.312500 Penalty: 3955.879883
	Iteration 11Q: 3 clusters Score -307967.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -307983.218750 Penalty: 3955.879883
	Iteration 12Q: 3 clusters Score -307983.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -307995.468750 Penalty: 3955.879883
	Iteration 13Q: 3 clusters Score -307995.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -308005.500000 Penalty: 3955.879883
	Iteration 14Q: 3 clusters Score -308005.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -308009.937500 Penalty: 3955.879883
	Iteration 15Q: 3 clusters Score -308009.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -308014.468750 Penalty: 3955.879883
	Iteration 16Q: 3 clusters Score -308014.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -308017.968750 Penalty: 3955.879883
	Iteration 17Q: 3 clusters Score -308018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -308021.125000 Penalty: 3955.879883
	Iteration 18Q: 3 clusters Score -308021.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -308023.343750 Penalty: 3955.879883
	Iteration 19Q: 3 clusters Score -308023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -308026.218750 Penalty: 3955.879883
	Iteration 20F: 3 clusters Score -308026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -308028.750000 Penalty: 3955.879883
	Iteration 21Q: 3 clusters Score -308028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -308030.406250 Penalty: 3955.879883
	Iteration 22Q: 3 clusters Score -308030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -308031.937500 Penalty: 3955.879883
	Iteration 23Q: 3 clusters Score -308031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -308033.718750 Penalty: 3955.879883
	Iteration 24Q: 3 clusters Score -308033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -308035.062500 Penalty: 3955.879883
	Iteration 25Q: 3 clusters Score -308035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -308037.218750 Penalty: 3955.879883
	Iteration 26Q: 3 clusters Score -308037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -308038.437500 Penalty: 3955.879883
	Iteration 27Q: 3 clusters Score -308038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -308040.468750 Penalty: 3955.879883
	Iteration 28Q: 3 clusters Score -308040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -308044.687500 Penalty: 3955.879883
	Iteration 29Q: 3 clusters Score -308044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -308049.812500 Penalty: 3955.879883
	Iteration 30Q: 3 clusters Score -308049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -308054.406250 Penalty: 3955.879883
	Iteration 31Q: 3 clusters Score -308054.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -308059.281250 Penalty: 3955.879883
	Iteration 32Q: 3 clusters Score -308059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -308061.437500 Penalty: 3955.879883
	Iteration 33Q: 3 clusters Score -308061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -308066.218750 Penalty: 3955.879883
	Iteration 34Q: 3 clusters Score -308066.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -308071.281250 Penalty: 3955.879883
	Iteration 35Q: 3 clusters Score -308071.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -308077.812500 Penalty: 3955.879883
	Iteration 36Q: 3 clusters Score -308077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -308080.093750 Penalty: 3955.879883
	Iteration 37Q: 3 clusters Score -308080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -308082.687500 Penalty: 3955.879883
	Iteration 38Q: 3 clusters Score -308082.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -308085.250000 Penalty: 3955.879883
	Iteration 39Q: 3 clusters Score -308085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -308089.000000 Penalty: 3955.879883
	Iteration 40F: 3 clusters Score -308089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -308090.687500 Penalty: 3955.879883
	Iteration 41Q: 3 clusters Score -308090.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -308091.812500 Penalty: 3955.879883
	Iteration 42Q: 3 clusters Score -308091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -308092.375000 Penalty: 3955.879883
	Iteration 43Q: 3 clusters Score -308092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -308092.781250 Penalty: 3955.879883
	Iteration 44Q: 3 clusters Score -308092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -308094.000000 Penalty: 3955.879883
	Iteration 45Q: 3 clusters Score -308094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -308096.093750 Penalty: 3955.879883
	Iteration 46Q: 3 clusters Score -308096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -308098.781250 Penalty: 3955.879883
	Iteration 47Q: 3 clusters Score -308098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -308100.312500 Penalty: 3955.879883
	Iteration 48Q: 3 clusters Score -308100.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -308103.593750 Penalty: 3955.879883
	Iteration 49Q: 3 clusters Score -308103.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -308108.781250 Penalty: 3955.879883
	Iteration 50Q: 3 clusters Score -308108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -308112.156250 Penalty: 3955.879883
	Iteration 51Q: 3 clusters Score -308112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -308114.500000 Penalty: 3955.879883
	Iteration 52Q: 3 clusters Score -308114.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -308118.312500 Penalty: 3955.879883
	Iteration 53Q: 3 clusters Score -308118.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -308124.062500 Penalty: 3955.879883
	Iteration 54Q: 3 clusters Score -308124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -308127.437500 Penalty: 3955.879883
	Iteration 55Q: 3 clusters Score -308127.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -308134.906250 Penalty: 3955.879883
	Iteration 56Q: 3 clusters Score -308134.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -308146.875000 Penalty: 3955.879883
	Iteration 57Q: 3 clusters Score -308146.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -308155.000000 Penalty: 3955.879883
	Iteration 58Q: 3 clusters Score -308155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -308166.218750 Penalty: 3955.879883
	Iteration 59Q: 3 clusters Score -308166.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -308180.781250 Penalty: 3955.879883
	Iteration 60F: 3 clusters Score -308180.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -308198.718750 Penalty: 3955.879883
	Iteration 61Q: 3 clusters Score -308198.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -308218.500000 Penalty: 3955.879883
	Iteration 62Q: 3 clusters Score -308218.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -308237.468750 Penalty: 3955.879883
	Iteration 63Q: 3 clusters Score -308237.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -308257.031250 Penalty: 3955.879883
	Iteration 64Q: 3 clusters Score -308257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -308276.312500 Penalty: 3955.879883
	Iteration 65Q: 3 clusters Score -308276.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -308300.031250 Penalty: 3955.879883
	Iteration 66Q: 3 clusters Score -308300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -308315.281250 Penalty: 3955.879883
	Iteration 67Q: 3 clusters Score -308315.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -308328.125000 Penalty: 3955.879883
	Iteration 68Q: 3 clusters Score -308328.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -308341.000000 Penalty: 3955.879883
	Iteration 69Q: 3 clusters Score -308341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -308357.125000 Penalty: 3955.879883
	Iteration 70Q: 3 clusters Score -308357.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -308374.531250 Penalty: 3955.879883
	Iteration 71Q: 3 clusters Score -308374.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -308390.250000 Penalty: 3955.879883
	Iteration 72Q: 3 clusters Score -308390.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -308398.375000 Penalty: 3955.879883
	Iteration 73Q: 3 clusters Score -308398.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -308405.343750 Penalty: 3955.879883
	Iteration 74Q: 3 clusters Score -308405.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -308411.062500 Penalty: 3955.879883
	Iteration 75Q: 3 clusters Score -308411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -308417.875000 Penalty: 3955.879883
	Iteration 76Q: 3 clusters Score -308417.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -308421.062500 Penalty: 3955.879883
	Iteration 77Q: 3 clusters Score -308421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -308424.875000 Penalty: 3955.879883
	Iteration 78Q: 3 clusters Score -308424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -308429.687500 Penalty: 3955.879883
	Iteration 79Q: 3 clusters Score -308429.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -308433.000000 Penalty: 3955.879883
	Iteration 80F: 3 clusters Score -308433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -308436.656250 Penalty: 3955.879883
	Iteration 81Q: 3 clusters Score -308436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -308437.406250 Penalty: 3955.879883
	Iteration 82Q: 3 clusters Score -308437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -308439.906250 Penalty: 3955.879883
	Iteration 83Q: 3 clusters Score -308439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -308440.500000 Penalty: 3955.879883
	Iteration 84Q: 3 clusters Score -308440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -308441.343750 Penalty: 3955.879883
	Iteration 85Q: 3 clusters Score -308441.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -308442.531250 Penalty: 3955.879883
	Iteration 86Q: 3 clusters Score -308442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -308443.062500 Penalty: 3955.879883
	Iteration 87Q: 3 clusters Score -308443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -308443.812500 Penalty: 3955.879883
	Iteration 88Q: 3 clusters Score -308443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -308445.062500 Penalty: 3955.879883
	Iteration 89Q: 3 clusters Score -308445.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -308445.062500 Penalty: 3955.879883
	Iteration 90F: 3 clusters Score -308445.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -786851.812500 Penalty: 2197.895996
	Iteration 0F: 2 clusters Score -786851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -781023.187500 Penalty: 4395.791992
	Iteration 0F: 3 clusters Score -781023.2 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -782702.875000 Penalty: 4395.791992
	Iteration 1F: 3 clusters Score -782702.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -783082.812500 Penalty: 4395.791992
	Iteration 2F: 3 clusters Score -783082.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -783381.062500 Penalty: 4395.791992
	Iteration 3F: 3 clusters Score -783381.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -783674.375000 Penalty: 4395.791992
	Iteration 4F: 3 clusters Score -783674.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -783937.937500 Penalty: 4395.791992
	Iteration 5Q: 3 clusters Score -783937.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -784207.312500 Penalty: 4395.791992
	Iteration 6Q: 3 clusters Score -784207.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -784473.375000 Penalty: 4395.791992
	Iteration 7Q: 3 clusters Score -784473.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -784770.125000 Penalty: 4395.791992
	Iteration 8Q: 3 clusters Score -784770.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -785049.812500 Penalty: 4395.791992
	Iteration 9Q: 3 clusters Score -785049.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -785292.562500 Penalty: 4395.791992
	Iteration 10Q: 3 clusters Score -785292.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -785505.000000 Penalty: 4395.791992
	Iteration 11Q: 3 clusters Score -785505 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -785675.125000 Penalty: 4395.791992
	Iteration 12Q: 3 clusters Score -785675.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -785789.312500 Penalty: 4395.791992
	Iteration 13Q: 3 clusters Score -785789.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -785867.562500 Penalty: 4395.791992
	Iteration 14Q: 3 clusters Score -785867.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -785937.250000 Penalty: 4395.791992
	Iteration 15Q: 3 clusters Score -785937.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -785996.000000 Penalty: 4395.791992
	Iteration 16Q: 3 clusters Score -785996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -786048.937500 Penalty: 4395.791992
	Iteration 17Q: 3 clusters Score -786048.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -786114.125000 Penalty: 4395.791992
	Iteration 18Q: 3 clusters Score -786114.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -786181.687500 Penalty: 4395.791992
	Iteration 19Q: 3 clusters Score -786181.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -786263.562500 Penalty: 4395.791992
	Iteration 20F: 3 clusters Score -786263.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -786372.062500 Penalty: 4395.791992
	Iteration 21Q: 3 clusters Score -786372.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -786451.250000 Penalty: 4395.791992
	Iteration 22Q: 3 clusters Score -786451.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -786516.000000 Penalty: 4395.791992
	Iteration 23Q: 3 clusters Score -786516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -786553.875000 Penalty: 4395.791992
	Iteration 24Q: 3 clusters Score -786553.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -786577.000000 Penalty: 4395.791992
	Iteration 25Q: 3 clusters Score -786577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -786589.750000 Penalty: 4395.791992
	Iteration 26Q: 3 clusters Score -786589.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -786593.937500 Penalty: 4395.791992
	Iteration 27Q: 3 clusters Score -786593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -786599.312500 Penalty: 4395.791992
	Iteration 28Q: 3 clusters Score -786599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -786599.437500 Penalty: 4395.791992
	Iteration 29Q: 3 clusters Score -786599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -786598.562500 Penalty: 4395.791992
	Iteration 30Q: 3 clusters Score -786598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -786598.562500 Penalty: 4395.791992
	Iteration 31F: 3 clusters Score -786598.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Entering Unmasked Estep 
Score: -6062178.000000 Penalty: 2698.904053
	Iteration 0F: 2 clusters Score -6062178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -6026375.000000 Penalty: 5397.808105
	Iteration 0F: 3 clusters Score -6026375 nChanged 24489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -6039762.000000 Penalty: 5397.808105
	Iteration 1F: 3 clusters Score -6039762 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -6040239.500000 Penalty: 5397.808105
	Iteration 2Q: 3 clusters Score -6040240 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -6040795.500000 Penalty: 5397.808105
	Iteration 3Q: 3 clusters Score -6040796 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -6041313.500000 Penalty: 5397.808105
	Iteration 4Q: 3 clusters Score -6041314 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -6042011.500000 Penalty: 5397.808105
	Iteration 5Q: 3 clusters Score -6042012 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -6042778.000000 Penalty: 5397.808105
	Iteration 6Q: 3 clusters Score -6042778 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -6043874.000000 Penalty: 5397.808105
	Iteration 7Q: 3 clusters Score -6043874 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -6045604.000000 Penalty: 5397.808105
	Iteration 8F: 3 clusters Score -6045604 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -6048022.500000 Penalty: 5397.808105
	Iteration 9F: 3 clusters Score -6048022 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -6050864.000000 Penalty: 5397.808105
	Iteration 10F: 3 clusters Score -6050864 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -6053805.000000 Penalty: 5397.808105
	Iteration 11F: 3 clusters Score -6053805 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -6056249.000000 Penalty: 5397.808105
	Iteration 12F: 3 clusters Score -6056249 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -6057977.000000 Penalty: 5397.808105
	Iteration 13Q: 3 clusters Score -6057977 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -6058976.000000 Penalty: 5397.808105
	Iteration 14Q: 3 clusters Score -6058976 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -6059443.500000 Penalty: 5397.808105
	Iteration 15Q: 3 clusters Score -6059444 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -6059634.500000 Penalty: 5397.808105
	Iteration 16Q: 3 clusters Score -6059634 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -6059729.000000 Penalty: 5397.808105
	Iteration 17Q: 3 clusters Score -6059729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -6059781.000000 Penalty: 5397.808105
	Iteration 18Q: 3 clusters Score -6059781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -6059834.000000 Penalty: 5397.808105
	Iteration 19Q: 3 clusters Score -6059834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -6059860.000000 Penalty: 5397.808105
	Iteration 20F: 3 clusters Score -6059860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -6059877.500000 Penalty: 5397.808105
	Iteration 21Q: 3 clusters Score -6059878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -6059887.500000 Penalty: 5397.808105
	Iteration 22Q: 3 clusters Score -6059888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -6059910.500000 Penalty: 5397.808105
	Iteration 23Q: 3 clusters Score -6059910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -6059914.000000 Penalty: 5397.808105
	Iteration 24Q: 3 clusters Score -6059914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -6059927.500000 Penalty: 5397.808105
	Iteration 25Q: 3 clusters Score -6059928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -6059938.500000 Penalty: 5397.808105
	Iteration 26Q: 3 clusters Score -6059938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -6059946.500000 Penalty: 5397.808105
	Iteration 27Q: 3 clusters Score -6059946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -6059958.500000 Penalty: 5397.808105
	Iteration 28Q: 3 clusters Score -6059958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -6059959.000000 Penalty: 5397.808105
	Iteration 29Q: 3 clusters Score -6059959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -6059953.000000 Penalty: 5397.808105
	Iteration 30Q: 3 clusters Score -6059953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -6059956.000000 Penalty: 5397.808105
	Iteration 31Q: 3 clusters Score -6059956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -6059960.000000 Penalty: 5397.808105
	Iteration 32Q: 3 clusters Score -6059960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -6059960.000000 Penalty: 5397.808105
	Iteration 33F: 3 clusters Score -6059960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213784 members 
Entering Unmasked Estep 
Score: -24543644.000000 Penalty: 3043.634766
	Iteration 0F: 2 clusters Score -2.454364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107001 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -24420666.000000 Penalty: 6087.269531
	Iteration 0F: 3 clusters Score -2.442067e+07 nChanged 102696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106039 members 
Mstep: Class 2 contains 107745 members 
Entering Unmasked Estep 
Score: -24481034.000000 Penalty: 6087.269531
	Iteration 1F: 3 clusters Score -2.448103e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -24482928.000000 Penalty: 6087.269531
	Iteration 2Q: 3 clusters Score -2.448293e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 110387 members 
Entering Unmasked Estep 
Score: -24485442.000000 Penalty: 6087.269531
	Iteration 3Q: 3 clusters Score -2.448544e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 113041 members 
Entering Unmasked Estep 
Score: -24489514.000000 Penalty: 6087.269531
	Iteration 4Q: 3 clusters Score -2.448951e+07 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 116676 members 
Entering Unmasked Estep 
Score: -24494486.000000 Penalty: 6087.269531
	Iteration 5F: 3 clusters Score -2.449449e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92489 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -24500394.000000 Penalty: 6087.269531
	Iteration 6F: 3 clusters Score -2.450039e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 126608 members 
Entering Unmasked Estep 
Score: -24506082.000000 Penalty: 6087.269531
	Iteration 7F: 3 clusters Score -2.450608e+07 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 132373 members 
Entering Unmasked Estep 
Score: -24510848.000000 Penalty: 6087.269531
	Iteration 8F: 3 clusters Score -2.451085e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 138506 members 
Entering Unmasked Estep 
Score: -24514290.000000 Penalty: 6087.269531
	Iteration 9Q: 3 clusters Score -2.451429e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 145054 members 
Entering Unmasked Estep 
Score: -24517512.000000 Penalty: 6087.269531
	Iteration 10Q: 3 clusters Score -2.451751e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -24520244.000000 Penalty: 6087.269531
	Iteration 11Q: 3 clusters Score -2.452024e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 160324 members 
Entering Unmasked Estep 
Score: -24522704.000000 Penalty: 6087.269531
	Iteration 12Q: 3 clusters Score -2.45227e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 169292 members 
Entering Unmasked Estep 
Score: -24524398.000000 Penalty: 6087.269531
	Iteration 13Q: 3 clusters Score -2.45244e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 178644 members 
Entering Unmasked Estep 
Score: -24525976.000000 Penalty: 6087.269531
	Iteration 14Q: 3 clusters Score -2.452598e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 187726 members 
Entering Unmasked Estep 
Score: -24528104.000000 Penalty: 6087.269531
	Iteration 15Q: 3 clusters Score -2.45281e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 196039 members 
Entering Unmasked Estep 
Score: -24531046.000000 Penalty: 6087.269531
	Iteration 16Q: 3 clusters Score -2.453105e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 202678 members 
Entering Unmasked Estep 
Score: -24533956.000000 Penalty: 6087.269531
	Iteration 17Q: 3 clusters Score -2.453396e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 207365 members 
Entering Unmasked Estep 
Score: -24536918.000000 Penalty: 6087.269531
	Iteration 18Q: 3 clusters Score -2.453692e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 210230 members 
Entering Unmasked Estep 
Score: -24538788.000000 Penalty: 6087.269531
	Iteration 19Q: 3 clusters Score -2.453879e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 211654 members 
Entering Unmasked Estep 
Score: -24539788.000000 Penalty: 6087.269531
	Iteration 20F: 3 clusters Score -2.453979e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 212355 members 
Entering Unmasked Estep 
Score: -24540344.000000 Penalty: 6087.269531
	Iteration 21Q: 3 clusters Score -2.454034e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 212721 members 
Entering Unmasked Estep 
Score: -24540644.000000 Penalty: 6087.269531
	Iteration 22Q: 3 clusters Score -2.454064e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 212888 members 
Entering Unmasked Estep 
Score: -24540826.000000 Penalty: 6087.269531
	Iteration 23Q: 3 clusters Score -2.454083e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 212980 members 
Entering Unmasked Estep 
Score: -24540908.000000 Penalty: 6087.269531
	Iteration 24Q: 3 clusters Score -2.454091e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 213040 members 
Entering Unmasked Estep 
Score: -24541018.000000 Penalty: 6087.269531
	Iteration 25Q: 3 clusters Score -2.454102e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 213077 members 
Entering Unmasked Estep 
Score: -24541050.000000 Penalty: 6087.269531
	Iteration 26Q: 3 clusters Score -2.454105e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 213102 members 
Entering Unmasked Estep 
Score: -24541070.000000 Penalty: 6087.269531
	Iteration 27Q: 3 clusters Score -2.454107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 213127 members 
Entering Unmasked Estep 
Score: -24541076.000000 Penalty: 6087.269531
	Iteration 28Q: 3 clusters Score -2.454108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 213137 members 
Entering Unmasked Estep 
Score: -24541080.000000 Penalty: 6087.269531
	Iteration 29Q: 3 clusters Score -2.454108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 213149 members 
Entering Unmasked Estep 
Score: -24541100.000000 Penalty: 6087.269531
	Iteration 30Q: 3 clusters Score -2.45411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 213164 members 
Entering Unmasked Estep 
Score: -24541092.000000 Penalty: 6087.269531
	Iteration 31Q: 3 clusters Score -2.454109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 213179 members 
Entering Unmasked Estep 
Score: -24541114.000000 Penalty: 6087.269531
	Iteration 32Q: 3 clusters Score -2.454111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 213183 members 
Entering Unmasked Estep 
Score: -24541126.000000 Penalty: 6087.269531
	Iteration 33Q: 3 clusters Score -2.454113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 213186 members 
Entering Unmasked Estep 
Score: -24541160.000000 Penalty: 6087.269531
	Iteration 34Q: 3 clusters Score -2.454116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 213188 members 
Entering Unmasked Estep 
Score: -24541150.000000 Penalty: 6087.269531
	Iteration 35Q: 3 clusters Score -2.454115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 213188 members 
Entering Unmasked Estep 
Score: -24541156.000000 Penalty: 6087.269531
	Iteration 36Q: 3 clusters Score -2.454116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 213192 members 
Entering Unmasked Estep 
Score: -24541152.000000 Penalty: 6087.269531
	Iteration 37Q: 3 clusters Score -2.454115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 213194 members 
Entering Unmasked Estep 
Score: -24541154.000000 Penalty: 6087.269531
	Iteration 38Q: 3 clusters Score -2.454115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 213200 members 
Entering Unmasked Estep 
Score: -24541162.000000 Penalty: 6087.269531
	Iteration 39Q: 3 clusters Score -2.454116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 213202 members 
Entering Unmasked Estep 
Score: -24541162.000000 Penalty: 6087.269531
	Iteration 40F: 3 clusters Score -2.454116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 213200 members 
Entering Unmasked Estep 
Score: -24541150.000000 Penalty: 6087.269531
	Iteration 41Q: 3 clusters Score -2.454115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 213197 members 
Entering Unmasked Estep 
Score: -24541166.000000 Penalty: 6087.269531
	Iteration 42Q: 3 clusters Score -2.454117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 213196 members 
Entering Unmasked Estep 
Score: -24541156.000000 Penalty: 6087.269531
	Iteration 43Q: 3 clusters Score -2.454116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 213195 members 
Entering Unmasked Estep 
Score: -24541164.000000 Penalty: 6087.269531
	Iteration 44Q: 3 clusters Score -2.454116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 213195 members 
Entering Unmasked Estep 
Score: -24541164.000000 Penalty: 6087.269531
	Iteration 45F: 3 clusters Score -2.454116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -884739.937500 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -884739.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -878209.250000 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -878209.2 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -880033.812500 Penalty: 4465.095703
	Iteration 1F: 3 clusters Score -880033.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -880379.312500 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -880379.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -880665.062500 Penalty: 4465.095703
	Iteration 3F: 3 clusters Score -880665.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -880925.250000 Penalty: 4465.095703
	Iteration 4Q: 3 clusters Score -880925.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -881190.625000 Penalty: 4465.095703
	Iteration 5Q: 3 clusters Score -881190.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -881432.000000 Penalty: 4465.095703
	Iteration 6Q: 3 clusters Score -881432 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -881665.375000 Penalty: 4465.095703
	Iteration 7Q: 3 clusters Score -881665.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -881954.750000 Penalty: 4465.095703
	Iteration 8Q: 3 clusters Score -881954.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -882260.125000 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -882260.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -882565.562500 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -882565.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -882842.500000 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -882842.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -883127.500000 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -883127.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -883383.437500 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -883383.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -883565.437500 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -883565.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -883678.562500 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -883678.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -883769.500000 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -883769.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -883833.687500 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -883833.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -883877.000000 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -883877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -883902.625000 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -883902.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -883919.937500 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -883919.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -883937.250000 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -883937.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -883953.000000 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -883953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -883966.875000 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -883966.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -883978.687500 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -883978.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -883985.125000 Penalty: 4465.095703
	Iteration 25Q: 3 clusters Score -883985.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -883992.750000 Penalty: 4465.095703
	Iteration 26Q: 3 clusters Score -883992.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -883995.125000 Penalty: 4465.095703
	Iteration 27Q: 3 clusters Score -883995.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -883997.750000 Penalty: 4465.095703
	Iteration 28Q: 3 clusters Score -883997.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -884001.312500 Penalty: 4465.095703
	Iteration 29Q: 3 clusters Score -884001.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -884006.500000 Penalty: 4465.095703
	Iteration 30Q: 3 clusters Score -884006.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -884009.687500 Penalty: 4465.095703
	Iteration 31Q: 3 clusters Score -884009.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -884013.750000 Penalty: 4465.095703
	Iteration 32Q: 3 clusters Score -884013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -884012.062500 Penalty: 4465.095703
	Iteration 33Q: 3 clusters Score -884012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -884014.750000 Penalty: 4465.095703
	Iteration 34Q: 3 clusters Score -884014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -884016.937500 Penalty: 4465.095703
	Iteration 35Q: 3 clusters Score -884016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -884016.687500 Penalty: 4465.095703
	Iteration 36Q: 3 clusters Score -884016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -884016.312500 Penalty: 4465.095703
	Iteration 37Q: 3 clusters Score -884016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -884016.250000 Penalty: 4465.095703
	Iteration 38Q: 3 clusters Score -884016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -884015.437500 Penalty: 4465.095703
	Iteration 39Q: 3 clusters Score -884015.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -884015.437500 Penalty: 4465.095703
	Iteration 40F: 3 clusters Score -884015.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -255558.843750 Penalty: 1950.947021
	Iteration 0F: 2 clusters Score -255558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -252564.250000 Penalty: 3901.894043
	Iteration 0F: 3 clusters Score -252564.2 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -253339.812500 Penalty: 3901.894043
	Iteration 1F: 3 clusters Score -253339.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -253664.296875 Penalty: 3901.894043
	Iteration 2F: 3 clusters Score -253664.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -253923.062500 Penalty: 3901.894043
	Iteration 3F: 3 clusters Score -253923.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -254144.687500 Penalty: 3901.894043
	Iteration 4F: 3 clusters Score -254144.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -254327.187500 Penalty: 3901.894043
	Iteration 5F: 3 clusters Score -254327.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -254486.875000 Penalty: 3901.894043
	Iteration 6Q: 3 clusters Score -254486.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -254622.062500 Penalty: 3901.894043
	Iteration 7Q: 3 clusters Score -254622.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -254772.609375 Penalty: 3901.894043
	Iteration 8Q: 3 clusters Score -254772.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -254898.953125 Penalty: 3901.894043
	Iteration 9Q: 3 clusters Score -254899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -255038.890625 Penalty: 3901.894043
	Iteration 10Q: 3 clusters Score -255038.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -255185.656250 Penalty: 3901.894043
	Iteration 11Q: 3 clusters Score -255185.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -255275.656250 Penalty: 3901.894043
	Iteration 12Q: 3 clusters Score -255275.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -255316.484375 Penalty: 3901.894043
	Iteration 13Q: 3 clusters Score -255316.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -255349.281250 Penalty: 3901.894043
	Iteration 14Q: 3 clusters Score -255349.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -255358.781250 Penalty: 3901.894043
	Iteration 15Q: 3 clusters Score -255358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -255364.875000 Penalty: 3901.894043
	Iteration 16Q: 3 clusters Score -255364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -255369.515625 Penalty: 3901.894043
	Iteration 17Q: 3 clusters Score -255369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -255372.671875 Penalty: 3901.894043
	Iteration 18Q: 3 clusters Score -255372.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -255375.109375 Penalty: 3901.894043
	Iteration 19Q: 3 clusters Score -255375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -255378.859375 Penalty: 3901.894043
	Iteration 20F: 3 clusters Score -255378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -255381.046875 Penalty: 3901.894043
	Iteration 21Q: 3 clusters Score -255381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -255382.109375 Penalty: 3901.894043
	Iteration 22Q: 3 clusters Score -255382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -255383.703125 Penalty: 3901.894043
	Iteration 23Q: 3 clusters Score -255383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -255387.578125 Penalty: 3901.894043
	Iteration 24Q: 3 clusters Score -255387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -255388.828125 Penalty: 3901.894043
	Iteration 25Q: 3 clusters Score -255388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -255390.093750 Penalty: 3901.894043
	Iteration 26Q: 3 clusters Score -255390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -255390.171875 Penalty: 3901.894043
	Iteration 27Q: 3 clusters Score -255390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -255390.437500 Penalty: 3901.894043
	Iteration 28Q: 3 clusters Score -255390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -255391.218750 Penalty: 3901.894043
	Iteration 29Q: 3 clusters Score -255391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -255392.046875 Penalty: 3901.894043
	Iteration 30Q: 3 clusters Score -255392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -255393.437500 Penalty: 3901.894043
	Iteration 31Q: 3 clusters Score -255393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -255393.437500 Penalty: 3901.894043
	Iteration 32F: 3 clusters Score -255393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Entering Unmasked Estep 
Score: -1520111.250000 Penalty: 2379.118164
	Iteration 0F: 2 clusters Score -1520111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1509449.875000 Penalty: 4758.236328
	Iteration 0F: 3 clusters Score -1509450 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1512999.625000 Penalty: 4758.236328
	Iteration 1F: 3 clusters Score -1513000 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1513556.250000 Penalty: 4758.236328
	Iteration 2F: 3 clusters Score -1513556 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1514198.875000 Penalty: 4758.236328
	Iteration 3F: 3 clusters Score -1514199 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1514923.875000 Penalty: 4758.236328
	Iteration 4F: 3 clusters Score -1514924 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1515713.875000 Penalty: 4758.236328
	Iteration 5F: 3 clusters Score -1515714 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1516464.875000 Penalty: 4758.236328
	Iteration 6F: 3 clusters Score -1516465 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1517062.125000 Penalty: 4758.236328
	Iteration 7F: 3 clusters Score -1517062 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1517536.125000 Penalty: 4758.236328
	Iteration 8Q: 3 clusters Score -1517536 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1517916.250000 Penalty: 4758.236328
	Iteration 9Q: 3 clusters Score -1517916 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1518193.125000 Penalty: 4758.236328
	Iteration 10Q: 3 clusters Score -1518193 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1518402.500000 Penalty: 4758.236328
	Iteration 11Q: 3 clusters Score -1518402 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1518578.750000 Penalty: 4758.236328
	Iteration 12Q: 3 clusters Score -1518579 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1518747.750000 Penalty: 4758.236328
	Iteration 13Q: 3 clusters Score -1518748 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1518907.875000 Penalty: 4758.236328
	Iteration 14Q: 3 clusters Score -1518908 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1519035.125000 Penalty: 4758.236328
	Iteration 15Q: 3 clusters Score -1519035 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1519132.125000 Penalty: 4758.236328
	Iteration 16Q: 3 clusters Score -1519132 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1519209.500000 Penalty: 4758.236328
	Iteration 17Q: 3 clusters Score -1519210 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1519268.375000 Penalty: 4758.236328
	Iteration 18Q: 3 clusters Score -1519268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1519309.875000 Penalty: 4758.236328
	Iteration 19Q: 3 clusters Score -1519310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1519340.125000 Penalty: 4758.236328
	Iteration 20F: 3 clusters Score -1519340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1519361.875000 Penalty: 4758.236328
	Iteration 21Q: 3 clusters Score -1519362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1519379.500000 Penalty: 4758.236328
	Iteration 22Q: 3 clusters Score -1519380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1519389.625000 Penalty: 4758.236328
	Iteration 23Q: 3 clusters Score -1519390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1519398.250000 Penalty: 4758.236328
	Iteration 24Q: 3 clusters Score -1519398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1519406.875000 Penalty: 4758.236328
	Iteration 25Q: 3 clusters Score -1519407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1519419.000000 Penalty: 4758.236328
	Iteration 26Q: 3 clusters Score -1519419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1519425.625000 Penalty: 4758.236328
	Iteration 27Q: 3 clusters Score -1519426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1519427.750000 Penalty: 4758.236328
	Iteration 28Q: 3 clusters Score -1519428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1519434.000000 Penalty: 4758.236328
	Iteration 29Q: 3 clusters Score -1519434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1519439.250000 Penalty: 4758.236328
	Iteration 30Q: 3 clusters Score -1519439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1519439.875000 Penalty: 4758.236328
	Iteration 31Q: 3 clusters Score -1519440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1519439.000000 Penalty: 4758.236328
	Iteration 32Q: 3 clusters Score -1519439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1519443.500000 Penalty: 4758.236328
	Iteration 33Q: 3 clusters Score -1519444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1519437.125000 Penalty: 4758.236328
	Iteration 34Q: 3 clusters Score -1519437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1519442.125000 Penalty: 4758.236328
	Iteration 35Q: 3 clusters Score -1519442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1519441.750000 Penalty: 4758.236328
	Iteration 36Q: 3 clusters Score -1519442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1519442.875000 Penalty: 4758.236328
	Iteration 37Q: 3 clusters Score -1519443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1519443.125000 Penalty: 4758.236328
	Iteration 38Q: 3 clusters Score -1519443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1519441.750000 Penalty: 4758.236328
	Iteration 39Q: 3 clusters Score -1519442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1519442.000000 Penalty: 4758.236328
	Iteration 40F: 3 clusters Score -1519442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1519441.000000 Penalty: 4758.236328
	Iteration 41Q: 3 clusters Score -1519441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1519440.875000 Penalty: 4758.236328
	Iteration 42Q: 3 clusters Score -1519441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1519441.375000 Penalty: 4758.236328
	Iteration 43Q: 3 clusters Score -1519441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1519441.375000 Penalty: 4758.236328
	Iteration 44F: 3 clusters Score -1519441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Entering Unmasked Estep 
Score: -1640766.750000 Penalty: 2403.423096
	Iteration 0F: 2 clusters Score -1640767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1629230.125000 Penalty: 4806.846191
	Iteration 0F: 3 clusters Score -1629230 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1633401.750000 Penalty: 4806.846191
	Iteration 1F: 3 clusters Score -1633402 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1634205.375000 Penalty: 4806.846191
	Iteration 2F: 3 clusters Score -1634205 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1634991.125000 Penalty: 4806.846191
	Iteration 3F: 3 clusters Score -1634991 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1635722.250000 Penalty: 4806.846191
	Iteration 4F: 3 clusters Score -1635722 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1636397.750000 Penalty: 4806.846191
	Iteration 5F: 3 clusters Score -1636398 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1636963.625000 Penalty: 4806.846191
	Iteration 6F: 3 clusters Score -1636964 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1637437.500000 Penalty: 4806.846191
	Iteration 7Q: 3 clusters Score -1637438 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1637805.375000 Penalty: 4806.846191
	Iteration 8Q: 3 clusters Score -1637805 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1638075.125000 Penalty: 4806.846191
	Iteration 9Q: 3 clusters Score -1638075 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1638270.125000 Penalty: 4806.846191
	Iteration 10Q: 3 clusters Score -1638270 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1638414.750000 Penalty: 4806.846191
	Iteration 11Q: 3 clusters Score -1638415 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1638546.500000 Penalty: 4806.846191
	Iteration 12Q: 3 clusters Score -1638546 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1638671.750000 Penalty: 4806.846191
	Iteration 13Q: 3 clusters Score -1638672 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1638779.750000 Penalty: 4806.846191
	Iteration 14Q: 3 clusters Score -1638780 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1638879.875000 Penalty: 4806.846191
	Iteration 15Q: 3 clusters Score -1638880 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1638963.000000 Penalty: 4806.846191
	Iteration 16Q: 3 clusters Score -1638963 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1639030.000000 Penalty: 4806.846191
	Iteration 17Q: 3 clusters Score -1639030 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1639100.875000 Penalty: 4806.846191
	Iteration 18Q: 3 clusters Score -1639101 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1639168.625000 Penalty: 4806.846191
	Iteration 19Q: 3 clusters Score -1639169 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1639211.750000 Penalty: 4806.846191
	Iteration 20F: 3 clusters Score -1639212 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1639262.000000 Penalty: 4806.846191
	Iteration 21Q: 3 clusters Score -1639262 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1639303.750000 Penalty: 4806.846191
	Iteration 22Q: 3 clusters Score -1639304 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1639347.375000 Penalty: 4806.846191
	Iteration 23Q: 3 clusters Score -1639347 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1639393.750000 Penalty: 4806.846191
	Iteration 24Q: 3 clusters Score -1639394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1639417.000000 Penalty: 4806.846191
	Iteration 25Q: 3 clusters Score -1639417 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1639452.625000 Penalty: 4806.846191
	Iteration 26Q: 3 clusters Score -1639453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1639480.375000 Penalty: 4806.846191
	Iteration 27Q: 3 clusters Score -1639480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1639503.875000 Penalty: 4806.846191
	Iteration 28Q: 3 clusters Score -1639504 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1639531.000000 Penalty: 4806.846191
	Iteration 29Q: 3 clusters Score -1639531 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1639567.125000 Penalty: 4806.846191
	Iteration 30Q: 3 clusters Score -1639567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1639587.250000 Penalty: 4806.846191
	Iteration 31Q: 3 clusters Score -1639587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1639596.375000 Penalty: 4806.846191
	Iteration 32Q: 3 clusters Score -1639596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1639604.500000 Penalty: 4806.846191
	Iteration 33Q: 3 clusters Score -1639604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1639615.375000 Penalty: 4806.846191
	Iteration 34Q: 3 clusters Score -1639615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1639622.875000 Penalty: 4806.846191
	Iteration 35Q: 3 clusters Score -1639623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1639631.250000 Penalty: 4806.846191
	Iteration 36Q: 3 clusters Score -1639631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1639636.125000 Penalty: 4806.846191
	Iteration 37Q: 3 clusters Score -1639636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1639646.250000 Penalty: 4806.846191
	Iteration 38Q: 3 clusters Score -1639646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1639658.750000 Penalty: 4806.846191
	Iteration 39Q: 3 clusters Score -1639659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1639673.125000 Penalty: 4806.846191
	Iteration 40F: 3 clusters Score -1639673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1639675.875000 Penalty: 4806.846191
	Iteration 41Q: 3 clusters Score -1639676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1639681.375000 Penalty: 4806.846191
	Iteration 42Q: 3 clusters Score -1639681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1639684.500000 Penalty: 4806.846191
	Iteration 43Q: 3 clusters Score -1639684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1639686.750000 Penalty: 4806.846191
	Iteration 44Q: 3 clusters Score -1639687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1639688.875000 Penalty: 4806.846191
	Iteration 45Q: 3 clusters Score -1639689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1639692.250000 Penalty: 4806.846191
	Iteration 46Q: 3 clusters Score -1639692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1639695.000000 Penalty: 4806.846191
	Iteration 47Q: 3 clusters Score -1639695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1639695.125000 Penalty: 4806.846191
	Iteration 48Q: 3 clusters Score -1639695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1639695.250000 Penalty: 4806.846191
	Iteration 49Q: 3 clusters Score -1639695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1639697.625000 Penalty: 4806.846191
	Iteration 50Q: 3 clusters Score -1639698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1639698.875000 Penalty: 4806.846191
	Iteration 51Q: 3 clusters Score -1639699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1639698.375000 Penalty: 4806.846191
	Iteration 52Q: 3 clusters Score -1639698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1639700.125000 Penalty: 4806.846191
	Iteration 53Q: 3 clusters Score -1639700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1639699.875000 Penalty: 4806.846191
	Iteration 54Q: 3 clusters Score -1639700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1639699.875000 Penalty: 4806.846191
	Iteration 55F: 3 clusters Score -1639700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143146 members 
Entering Unmasked Estep 
Score: -16081707.000000 Penalty: 2944.161865
	Iteration 0F: 2 clusters Score -1.608171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -15985801.000000 Penalty: 5888.323730
	Iteration 0F: 3 clusters Score -1.59858e+07 nChanged 68270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -16025659.000000 Penalty: 5888.323730
	Iteration 1F: 3 clusters Score -1.602566e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -16026955.000000 Penalty: 5888.323730
	Iteration 2Q: 3 clusters Score -1.602696e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -16028773.000000 Penalty: 5888.323730
	Iteration 3Q: 3 clusters Score -1.602877e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -16031241.000000 Penalty: 5888.323730
	Iteration 4Q: 3 clusters Score -1.603124e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -16034275.000000 Penalty: 5888.323730
	Iteration 5F: 3 clusters Score -1.603428e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -16037679.000000 Penalty: 5888.323730
	Iteration 6F: 3 clusters Score -1.603768e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -16040844.000000 Penalty: 5888.323730
	Iteration 7F: 3 clusters Score -1.604084e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -16043554.000000 Penalty: 5888.323730
	Iteration 8F: 3 clusters Score -1.604355e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -16045941.000000 Penalty: 5888.323730
	Iteration 9Q: 3 clusters Score -1.604594e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -16047868.000000 Penalty: 5888.323730
	Iteration 10Q: 3 clusters Score -1.604787e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -16049482.000000 Penalty: 5888.323730
	Iteration 11Q: 3 clusters Score -1.604948e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -16051072.000000 Penalty: 5888.323730
	Iteration 12Q: 3 clusters Score -1.605107e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 104765 members 
Entering Unmasked Estep 
Score: -16053043.000000 Penalty: 5888.323730
	Iteration 13Q: 3 clusters Score -1.605304e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -16055398.000000 Penalty: 5888.323730
	Iteration 14Q: 3 clusters Score -1.60554e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -16058149.000000 Penalty: 5888.323730
	Iteration 15Q: 3 clusters Score -1.605815e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 121654 members 
Entering Unmasked Estep 
Score: -16061929.000000 Penalty: 5888.323730
	Iteration 16Q: 3 clusters Score -1.606193e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 127826 members 
Entering Unmasked Estep 
Score: -16066611.000000 Penalty: 5888.323730
	Iteration 17Q: 3 clusters Score -1.606661e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 133314 members 
Entering Unmasked Estep 
Score: -16071194.000000 Penalty: 5888.323730
	Iteration 18Q: 3 clusters Score -1.607119e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 137489 members 
Entering Unmasked Estep 
Score: -16074634.000000 Penalty: 5888.323730
	Iteration 19Q: 3 clusters Score -1.607463e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 140091 members 
Entering Unmasked Estep 
Score: -16076773.000000 Penalty: 5888.323730
	Iteration 20F: 3 clusters Score -1.607677e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 141511 members 
Entering Unmasked Estep 
Score: -16078023.000000 Penalty: 5888.323730
	Iteration 21Q: 3 clusters Score -1.607802e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 142179 members 
Entering Unmasked Estep 
Score: -16078652.000000 Penalty: 5888.323730
	Iteration 22Q: 3 clusters Score -1.607865e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 142489 members 
Entering Unmasked Estep 
Score: -16078875.000000 Penalty: 5888.323730
	Iteration 23Q: 3 clusters Score -1.607888e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -16079008.000000 Penalty: 5888.323730
	Iteration 24Q: 3 clusters Score -1.607901e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 142670 members 
Entering Unmasked Estep 
Score: -16079081.000000 Penalty: 5888.323730
	Iteration 25Q: 3 clusters Score -1.607908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 142700 members 
Entering Unmasked Estep 
Score: -16079117.000000 Penalty: 5888.323730
	Iteration 26Q: 3 clusters Score -1.607912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 142719 members 
Entering Unmasked Estep 
Score: -16079123.000000 Penalty: 5888.323730
	Iteration 27Q: 3 clusters Score -1.607912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 142731 members 
Entering Unmasked Estep 
Score: -16079144.000000 Penalty: 5888.323730
	Iteration 28Q: 3 clusters Score -1.607914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 142742 members 
Entering Unmasked Estep 
Score: -16079164.000000 Penalty: 5888.323730
	Iteration 29Q: 3 clusters Score -1.607916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 142747 members 
Entering Unmasked Estep 
Score: -16079174.000000 Penalty: 5888.323730
	Iteration 30Q: 3 clusters Score -1.607917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 142751 members 
Entering Unmasked Estep 
Score: -16079176.000000 Penalty: 5888.323730
	Iteration 31Q: 3 clusters Score -1.607918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 142753 members 
Entering Unmasked Estep 
Score: -16079169.000000 Penalty: 5888.323730
	Iteration 32Q: 3 clusters Score -1.607917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 142753 members 
Entering Unmasked Estep 
Score: -16079182.000000 Penalty: 5888.323730
	Iteration 33Q: 3 clusters Score -1.607918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 142754 members 
Entering Unmasked Estep 
Score: -16079188.000000 Penalty: 5888.323730
	Iteration 34Q: 3 clusters Score -1.607919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 142755 members 
Entering Unmasked Estep 
Score: -16079186.000000 Penalty: 5888.323730
	Iteration 35Q: 3 clusters Score -1.607919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 142759 members 
Entering Unmasked Estep 
Score: -16079194.000000 Penalty: 5888.323730
	Iteration 36Q: 3 clusters Score -1.607919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 142762 members 
Entering Unmasked Estep 
Score: -16079191.000000 Penalty: 5888.323730
	Iteration 37Q: 3 clusters Score -1.607919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 142764 members 
Entering Unmasked Estep 
Score: -16079194.000000 Penalty: 5888.323730
	Iteration 38Q: 3 clusters Score -1.607919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 142766 members 
Entering Unmasked Estep 
Score: -16079200.000000 Penalty: 5888.323730
	Iteration 39Q: 3 clusters Score -1.60792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 142766 members 
Entering Unmasked Estep 
Score: -16079199.000000 Penalty: 5888.323730
	Iteration 40F: 3 clusters Score -1.60792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -16079195.000000 Penalty: 5888.323730
	Iteration 41Q: 3 clusters Score -1.60792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 142764 members 
Entering Unmasked Estep 
Score: -16079198.000000 Penalty: 5888.323730
	Iteration 42Q: 3 clusters Score -1.60792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 142764 members 
Entering Unmasked Estep 
Score: -16079198.000000 Penalty: 5888.323730
	Iteration 43F: 3 clusters Score -1.60792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Entering Unmasked Estep 
Score: -826596.000000 Penalty: 2210.059326
	Iteration 0F: 2 clusters Score -826596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -820559.750000 Penalty: 4420.118652
	Iteration 0F: 3 clusters Score -820559.8 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -822265.250000 Penalty: 4420.118652
	Iteration 1F: 3 clusters Score -822265.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -822616.187500 Penalty: 4420.118652
	Iteration 2F: 3 clusters Score -822616.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -822862.562500 Penalty: 4420.118652
	Iteration 3F: 3 clusters Score -822862.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -823069.750000 Penalty: 4420.118652
	Iteration 4Q: 3 clusters Score -823069.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -823243.687500 Penalty: 4420.118652
	Iteration 5Q: 3 clusters Score -823243.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -823395.187500 Penalty: 4420.118652
	Iteration 6Q: 3 clusters Score -823395.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -823555.750000 Penalty: 4420.118652
	Iteration 7Q: 3 clusters Score -823555.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -823763.000000 Penalty: 4420.118652
	Iteration 8Q: 3 clusters Score -823763 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -824089.562500 Penalty: 4420.118652
	Iteration 9Q: 3 clusters Score -824089.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -824617.937500 Penalty: 4420.118652
	Iteration 10F: 3 clusters Score -824617.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -825314.125000 Penalty: 4420.118652
	Iteration 11F: 3 clusters Score -825314.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -825950.937500 Penalty: 4420.118652
	Iteration 12F: 3 clusters Score -825950.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -826449.750000 Penalty: 4420.118652
	Iteration 13Q: 3 clusters Score -826449.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -826764.187500 Penalty: 4420.118652
	Iteration 14Q: 3 clusters Score -826764.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -826862.500000 Penalty: 4420.118652
	Iteration 15Q: 3 clusters Score -826862.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -826897.437500 Penalty: 4420.118652
	Iteration 16Q: 3 clusters Score -826897.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -826914.625000 Penalty: 4420.118652
	Iteration 17Q: 3 clusters Score -826914.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -826927.562500 Penalty: 4420.118652
	Iteration 18Q: 3 clusters Score -826927.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -826931.875000 Penalty: 4420.118652
	Iteration 19Q: 3 clusters Score -826931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -826937.437500 Penalty: 4420.118652
	Iteration 20F: 3 clusters Score -826937.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -826942.187500 Penalty: 4420.118652
	Iteration 21Q: 3 clusters Score -826942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -826944.875000 Penalty: 4420.118652
	Iteration 22Q: 3 clusters Score -826944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -826943.500000 Penalty: 4420.118652
	Iteration 23Q: 3 clusters Score -826943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -826944.250000 Penalty: 4420.118652
	Iteration 24Q: 3 clusters Score -826944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -826944.062500 Penalty: 4420.118652
	Iteration 25Q: 3 clusters Score -826944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -826944.062500 Penalty: 4420.118652
	Iteration 26F: 3 clusters Score -826944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213784 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33595 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12914 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Mstep: Class 72 contains 2408 members 
Entering Unmasked Estep 
Score: -139312304.000000 Penalty: 251259.593750
Splitting cluster 10 changes total score from -139313360.000000 to -139312304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (34467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Entering Unmasked Estep 
Score: -3895054.750000 Penalty: 2591.043945
	Iteration 0F: 2 clusters Score -3895055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3871446.000000 Penalty: 5182.087891
	Iteration 0F: 3 clusters Score -3871446 nChanged 15691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3880010.750000 Penalty: 5182.087891
	Iteration 1F: 3 clusters Score -3880011 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3880613.750000 Penalty: 5182.087891
	Iteration 2Q: 3 clusters Score -3880614 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3881288.000000 Penalty: 5182.087891
	Iteration 3Q: 3 clusters Score -3881288 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3882187.750000 Penalty: 5182.087891
	Iteration 4F: 3 clusters Score -3882188 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3883367.000000 Penalty: 5182.087891
	Iteration 5F: 3 clusters Score -3883367 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3884903.250000 Penalty: 5182.087891
	Iteration 6F: 3 clusters Score -3884903 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3886642.750000 Penalty: 5182.087891
	Iteration 7F: 3 clusters Score -3886643 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3888250.500000 Penalty: 5182.087891
	Iteration 8F: 3 clusters Score -3888250 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3889650.500000 Penalty: 5182.087891
	Iteration 9F: 3 clusters Score -3889650 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3890580.750000 Penalty: 5182.087891
	Iteration 10Q: 3 clusters Score -3890581 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3891278.250000 Penalty: 5182.087891
	Iteration 11Q: 3 clusters Score -3891278 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3891871.750000 Penalty: 5182.087891
	Iteration 12Q: 3 clusters Score -3891872 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3892366.000000 Penalty: 5182.087891
	Iteration 13Q: 3 clusters Score -3892366 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3892801.500000 Penalty: 5182.087891
	Iteration 14Q: 3 clusters Score -3892802 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3893198.250000 Penalty: 5182.087891
	Iteration 15Q: 3 clusters Score -3893198 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3893491.750000 Penalty: 5182.087891
	Iteration 16Q: 3 clusters Score -3893492 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3893687.000000 Penalty: 5182.087891
	Iteration 17Q: 3 clusters Score -3893687 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3893835.250000 Penalty: 5182.087891
	Iteration 18Q: 3 clusters Score -3893835 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3893952.500000 Penalty: 5182.087891
	Iteration 19Q: 3 clusters Score -3893952 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3894071.250000 Penalty: 5182.087891
	Iteration 20F: 3 clusters Score -3894071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3894158.250000 Penalty: 5182.087891
	Iteration 21Q: 3 clusters Score -3894158 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3894230.250000 Penalty: 5182.087891
	Iteration 22Q: 3 clusters Score -3894230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3894286.250000 Penalty: 5182.087891
	Iteration 23Q: 3 clusters Score -3894286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3894294.500000 Penalty: 5182.087891
	Iteration 24Q: 3 clusters Score -3894294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3894301.750000 Penalty: 5182.087891
	Iteration 25Q: 3 clusters Score -3894302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3894304.750000 Penalty: 5182.087891
	Iteration 26Q: 3 clusters Score -3894305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3894304.250000 Penalty: 5182.087891
	Iteration 27Q: 3 clusters Score -3894304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3894308.750000 Penalty: 5182.087891
	Iteration 28Q: 3 clusters Score -3894309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3894308.750000 Penalty: 5182.087891
	Iteration 29Q: 3 clusters Score -3894309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3894313.500000 Penalty: 5182.087891
	Iteration 30Q: 3 clusters Score -3894314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3894310.500000 Penalty: 5182.087891
	Iteration 31Q: 3 clusters Score -3894310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3894312.000000 Penalty: 5182.087891
	Iteration 32Q: 3 clusters Score -3894312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3894311.250000 Penalty: 5182.087891
	Iteration 33Q: 3 clusters Score -3894311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3894312.000000 Penalty: 5182.087891
	Iteration 34Q: 3 clusters Score -3894312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3894313.250000 Penalty: 5182.087891
	Iteration 35Q: 3 clusters Score -3894313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3894319.250000 Penalty: 5182.087891
	Iteration 36Q: 3 clusters Score -3894319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3894320.500000 Penalty: 5182.087891
	Iteration 37Q: 3 clusters Score -3894320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3894319.250000 Penalty: 5182.087891
	Iteration 38Q: 3 clusters Score -3894319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3894319.250000 Penalty: 5182.087891
	Iteration 39F: 3 clusters Score -3894319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Entering Unmasked Estep 
Score: -1084802.000000 Penalty: 2285.795898
	Iteration 0F: 2 clusters Score -1084802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1077033.000000 Penalty: 4571.591797
	Iteration 0F: 3 clusters Score -1077033 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1079226.250000 Penalty: 4571.591797
	Iteration 1F: 3 clusters Score -1079226 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1079529.250000 Penalty: 4571.591797
	Iteration 2F: 3 clusters Score -1079529 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1079729.625000 Penalty: 4571.591797
	Iteration 3Q: 3 clusters Score -1079730 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1079901.125000 Penalty: 4571.591797
	Iteration 4Q: 3 clusters Score -1079901 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1080044.750000 Penalty: 4571.591797
	Iteration 5Q: 3 clusters Score -1080045 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1080182.000000 Penalty: 4571.591797
	Iteration 6Q: 3 clusters Score -1080182 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1080299.125000 Penalty: 4571.591797
	Iteration 7Q: 3 clusters Score -1080299 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1080406.000000 Penalty: 4571.591797
	Iteration 8Q: 3 clusters Score -1080406 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1080515.375000 Penalty: 4571.591797
	Iteration 9Q: 3 clusters Score -1080515 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1080620.750000 Penalty: 4571.591797
	Iteration 10Q: 3 clusters Score -1080621 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1080735.000000 Penalty: 4571.591797
	Iteration 11Q: 3 clusters Score -1080735 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1080836.125000 Penalty: 4571.591797
	Iteration 12Q: 3 clusters Score -1080836 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1080921.125000 Penalty: 4571.591797
	Iteration 13Q: 3 clusters Score -1080921 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1081012.375000 Penalty: 4571.591797
	Iteration 14Q: 3 clusters Score -1081012 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1081092.500000 Penalty: 4571.591797
	Iteration 15Q: 3 clusters Score -1081092 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1081162.875000 Penalty: 4571.591797
	Iteration 16Q: 3 clusters Score -1081163 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1081241.250000 Penalty: 4571.591797
	Iteration 17Q: 3 clusters Score -1081241 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1081316.250000 Penalty: 4571.591797
	Iteration 18Q: 3 clusters Score -1081316 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1081374.375000 Penalty: 4571.591797
	Iteration 19Q: 3 clusters Score -1081374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1081426.500000 Penalty: 4571.591797
	Iteration 20F: 3 clusters Score -1081426 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1081470.375000 Penalty: 4571.591797
	Iteration 21Q: 3 clusters Score -1081470 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1081517.000000 Penalty: 4571.591797
	Iteration 22Q: 3 clusters Score -1081517 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1081548.000000 Penalty: 4571.591797
	Iteration 23Q: 3 clusters Score -1081548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1081572.500000 Penalty: 4571.591797
	Iteration 24Q: 3 clusters Score -1081572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1081603.000000 Penalty: 4571.591797
	Iteration 25Q: 3 clusters Score -1081603 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1081618.750000 Penalty: 4571.591797
	Iteration 26Q: 3 clusters Score -1081619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1081630.000000 Penalty: 4571.591797
	Iteration 27Q: 3 clusters Score -1081630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1081640.250000 Penalty: 4571.591797
	Iteration 28Q: 3 clusters Score -1081640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1081653.000000 Penalty: 4571.591797
	Iteration 29Q: 3 clusters Score -1081653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1081660.250000 Penalty: 4571.591797
	Iteration 30Q: 3 clusters Score -1081660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1081668.500000 Penalty: 4571.591797
	Iteration 31Q: 3 clusters Score -1081668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1081672.625000 Penalty: 4571.591797
	Iteration 32Q: 3 clusters Score -1081673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1081677.125000 Penalty: 4571.591797
	Iteration 33Q: 3 clusters Score -1081677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1081680.125000 Penalty: 4571.591797
	Iteration 34Q: 3 clusters Score -1081680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1081682.125000 Penalty: 4571.591797
	Iteration 35Q: 3 clusters Score -1081682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1081689.125000 Penalty: 4571.591797
	Iteration 36Q: 3 clusters Score -1081689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1081690.250000 Penalty: 4571.591797
	Iteration 37Q: 3 clusters Score -1081690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1081691.625000 Penalty: 4571.591797
	Iteration 38Q: 3 clusters Score -1081692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1081695.000000 Penalty: 4571.591797
	Iteration 39Q: 3 clusters Score -1081695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1081701.875000 Penalty: 4571.591797
	Iteration 40F: 3 clusters Score -1081702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1081704.625000 Penalty: 4571.591797
	Iteration 41Q: 3 clusters Score -1081705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1081706.500000 Penalty: 4571.591797
	Iteration 42Q: 3 clusters Score -1081706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1081709.125000 Penalty: 4571.591797
	Iteration 43Q: 3 clusters Score -1081709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1081711.375000 Penalty: 4571.591797
	Iteration 44Q: 3 clusters Score -1081711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1081715.625000 Penalty: 4571.591797
	Iteration 45Q: 3 clusters Score -1081716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1081719.750000 Penalty: 4571.591797
	Iteration 46Q: 3 clusters Score -1081720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1081719.875000 Penalty: 4571.591797
	Iteration 47Q: 3 clusters Score -1081720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1081723.125000 Penalty: 4571.591797
	Iteration 48Q: 3 clusters Score -1081723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1081726.000000 Penalty: 4571.591797
	Iteration 49Q: 3 clusters Score -1081726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1081730.375000 Penalty: 4571.591797
	Iteration 50Q: 3 clusters Score -1081730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1081733.750000 Penalty: 4571.591797
	Iteration 51Q: 3 clusters Score -1081734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1081734.875000 Penalty: 4571.591797
	Iteration 52Q: 3 clusters Score -1081735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1081742.750000 Penalty: 4571.591797
	Iteration 53Q: 3 clusters Score -1081743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1081743.875000 Penalty: 4571.591797
	Iteration 54Q: 3 clusters Score -1081744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1081752.500000 Penalty: 4571.591797
	Iteration 55Q: 3 clusters Score -1081752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1081757.875000 Penalty: 4571.591797
	Iteration 56Q: 3 clusters Score -1081758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1081766.250000 Penalty: 4571.591797
	Iteration 57Q: 3 clusters Score -1081766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1081773.000000 Penalty: 4571.591797
	Iteration 58Q: 3 clusters Score -1081773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1081780.125000 Penalty: 4571.591797
	Iteration 59Q: 3 clusters Score -1081780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1081788.625000 Penalty: 4571.591797
	Iteration 60F: 3 clusters Score -1081789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1081799.125000 Penalty: 4571.591797
	Iteration 61Q: 3 clusters Score -1081799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1081805.250000 Penalty: 4571.591797
	Iteration 62Q: 3 clusters Score -1081805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1081808.875000 Penalty: 4571.591797
	Iteration 63Q: 3 clusters Score -1081809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1081813.500000 Penalty: 4571.591797
	Iteration 64Q: 3 clusters Score -1081814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1081818.875000 Penalty: 4571.591797
	Iteration 65Q: 3 clusters Score -1081819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1081825.500000 Penalty: 4571.591797
	Iteration 66Q: 3 clusters Score -1081826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1081833.375000 Penalty: 4571.591797
	Iteration 67Q: 3 clusters Score -1081833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1081839.375000 Penalty: 4571.591797
	Iteration 68Q: 3 clusters Score -1081839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1081841.500000 Penalty: 4571.591797
	Iteration 69Q: 3 clusters Score -1081842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1081847.625000 Penalty: 4571.591797
	Iteration 70Q: 3 clusters Score -1081848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1081848.875000 Penalty: 4571.591797
	Iteration 71Q: 3 clusters Score -1081849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1081855.750000 Penalty: 4571.591797
	Iteration 72Q: 3 clusters Score -1081856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1081861.375000 Penalty: 4571.591797
	Iteration 73Q: 3 clusters Score -1081861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1081867.875000 Penalty: 4571.591797
	Iteration 74Q: 3 clusters Score -1081868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1081872.500000 Penalty: 4571.591797
	Iteration 75Q: 3 clusters Score -1081872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1081878.125000 Penalty: 4571.591797
	Iteration 76Q: 3 clusters Score -1081878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1081890.250000 Penalty: 4571.591797
	Iteration 77Q: 3 clusters Score -1081890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1081899.125000 Penalty: 4571.591797
	Iteration 78Q: 3 clusters Score -1081899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1081911.375000 Penalty: 4571.591797
	Iteration 79Q: 3 clusters Score -1081911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1081921.500000 Penalty: 4571.591797
	Iteration 80F: 3 clusters Score -1081922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1081935.875000 Penalty: 4571.591797
	Iteration 81Q: 3 clusters Score -1081936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1081952.500000 Penalty: 4571.591797
	Iteration 82Q: 3 clusters Score -1081952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1081972.125000 Penalty: 4571.591797
	Iteration 83Q: 3 clusters Score -1081972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1081991.875000 Penalty: 4571.591797
	Iteration 84Q: 3 clusters Score -1081992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1082012.000000 Penalty: 4571.591797
	Iteration 85Q: 3 clusters Score -1082012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1082040.125000 Penalty: 4571.591797
	Iteration 86Q: 3 clusters Score -1082040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1082069.000000 Penalty: 4571.591797
	Iteration 87Q: 3 clusters Score -1082069 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1082103.875000 Penalty: 4571.591797
	Iteration 88Q: 3 clusters Score -1082104 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1082141.125000 Penalty: 4571.591797
	Iteration 89Q: 3 clusters Score -1082141 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1082185.625000 Penalty: 4571.591797
	Iteration 90Q: 3 clusters Score -1082186 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1082243.125000 Penalty: 4571.591797
	Iteration 91Q: 3 clusters Score -1082243 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1082291.250000 Penalty: 4571.591797
	Iteration 92Q: 3 clusters Score -1082291 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1082341.875000 Penalty: 4571.591797
	Iteration 93Q: 3 clusters Score -1082342 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1082388.625000 Penalty: 4571.591797
	Iteration 94Q: 3 clusters Score -1082389 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1082423.625000 Penalty: 4571.591797
	Iteration 95Q: 3 clusters Score -1082424 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1082461.750000 Penalty: 4571.591797
	Iteration 96Q: 3 clusters Score -1082462 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1082504.250000 Penalty: 4571.591797
	Iteration 97Q: 3 clusters Score -1082504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1082547.375000 Penalty: 4571.591797
	Iteration 98Q: 3 clusters Score -1082547 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1082597.500000 Penalty: 4571.591797
	Iteration 99Q: 3 clusters Score -1082598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1082653.000000 Penalty: 4571.591797
	Iteration 100F: 3 clusters Score -1082653 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1082704.625000 Penalty: 4571.591797
	Iteration 101Q: 3 clusters Score -1082705 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1082751.000000 Penalty: 4571.591797
	Iteration 102Q: 3 clusters Score -1082751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1082793.125000 Penalty: 4571.591797
	Iteration 103Q: 3 clusters Score -1082793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1082841.000000 Penalty: 4571.591797
	Iteration 104Q: 3 clusters Score -1082841 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1082880.375000 Penalty: 4571.591797
	Iteration 105Q: 3 clusters Score -1082880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1082914.000000 Penalty: 4571.591797
	Iteration 106Q: 3 clusters Score -1082914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1082957.125000 Penalty: 4571.591797
	Iteration 107Q: 3 clusters Score -1082957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1082982.250000 Penalty: 4571.591797
	Iteration 108Q: 3 clusters Score -1082982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1083007.875000 Penalty: 4571.591797
	Iteration 109Q: 3 clusters Score -1083008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1083029.750000 Penalty: 4571.591797
	Iteration 110Q: 3 clusters Score -1083030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1083044.000000 Penalty: 4571.591797
	Iteration 111Q: 3 clusters Score -1083044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1083061.625000 Penalty: 4571.591797
	Iteration 112Q: 3 clusters Score -1083062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1083069.125000 Penalty: 4571.591797
	Iteration 113Q: 3 clusters Score -1083069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1083080.750000 Penalty: 4571.591797
	Iteration 114Q: 3 clusters Score -1083081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1083092.375000 Penalty: 4571.591797
	Iteration 115Q: 3 clusters Score -1083092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1083106.375000 Penalty: 4571.591797
	Iteration 116Q: 3 clusters Score -1083106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1083112.875000 Penalty: 4571.591797
	Iteration 117Q: 3 clusters Score -1083113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1083122.125000 Penalty: 4571.591797
	Iteration 118Q: 3 clusters Score -1083122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1083126.500000 Penalty: 4571.591797
	Iteration 119Q: 3 clusters Score -1083126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1083136.875000 Penalty: 4571.591797
	Iteration 120F: 3 clusters Score -1083137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1083140.875000 Penalty: 4571.591797
	Iteration 121Q: 3 clusters Score -1083141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1083140.250000 Penalty: 4571.591797
	Iteration 122Q: 3 clusters Score -1083140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1083141.125000 Penalty: 4571.591797
	Iteration 123Q: 3 clusters Score -1083141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1083143.250000 Penalty: 4571.591797
	Iteration 124Q: 3 clusters Score -1083143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1083147.125000 Penalty: 4571.591797
	Iteration 125Q: 3 clusters Score -1083147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1083150.000000 Penalty: 4571.591797
	Iteration 126Q: 3 clusters Score -1083150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1083153.625000 Penalty: 4571.591797
	Iteration 127Q: 3 clusters Score -1083154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1083156.625000 Penalty: 4571.591797
	Iteration 128Q: 3 clusters Score -1083157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1083158.625000 Penalty: 4571.591797
	Iteration 129Q: 3 clusters Score -1083159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1083169.000000 Penalty: 4571.591797
	Iteration 130Q: 3 clusters Score -1083169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1083170.375000 Penalty: 4571.591797
	Iteration 131Q: 3 clusters Score -1083170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1083172.375000 Penalty: 4571.591797
	Iteration 132Q: 3 clusters Score -1083172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1083176.250000 Penalty: 4571.591797
	Iteration 133Q: 3 clusters Score -1083176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1083179.125000 Penalty: 4571.591797
	Iteration 134Q: 3 clusters Score -1083179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1083183.250000 Penalty: 4571.591797
	Iteration 135Q: 3 clusters Score -1083183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1083183.750000 Penalty: 4571.591797
	Iteration 136Q: 3 clusters Score -1083184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1083187.000000 Penalty: 4571.591797
	Iteration 137Q: 3 clusters Score -1083187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1083191.000000 Penalty: 4571.591797
	Iteration 138Q: 3 clusters Score -1083191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1083190.375000 Penalty: 4571.591797
	Iteration 139Q: 3 clusters Score -1083190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1083194.875000 Penalty: 4571.591797
	Iteration 140F: 3 clusters Score -1083195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1083198.125000 Penalty: 4571.591797
	Iteration 141Q: 3 clusters Score -1083198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1083202.250000 Penalty: 4571.591797
	Iteration 142Q: 3 clusters Score -1083202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1083204.000000 Penalty: 4571.591797
	Iteration 143Q: 3 clusters Score -1083204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1083211.750000 Penalty: 4571.591797
	Iteration 144Q: 3 clusters Score -1083212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1083216.750000 Penalty: 4571.591797
	Iteration 145Q: 3 clusters Score -1083217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1083225.625000 Penalty: 4571.591797
	Iteration 146Q: 3 clusters Score -1083226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1083232.250000 Penalty: 4571.591797
	Iteration 147Q: 3 clusters Score -1083232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1083237.000000 Penalty: 4571.591797
	Iteration 148Q: 3 clusters Score -1083237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1083237.125000 Penalty: 4571.591797
	Iteration 149Q: 3 clusters Score -1083237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1083243.125000 Penalty: 4571.591797
	Iteration 150Q: 3 clusters Score -1083243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1083250.000000 Penalty: 4571.591797
	Iteration 151Q: 3 clusters Score -1083250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1083254.500000 Penalty: 4571.591797
	Iteration 152Q: 3 clusters Score -1083254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1083263.875000 Penalty: 4571.591797
	Iteration 153Q: 3 clusters Score -1083264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1083268.625000 Penalty: 4571.591797
	Iteration 154Q: 3 clusters Score -1083269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1083272.625000 Penalty: 4571.591797
	Iteration 155Q: 3 clusters Score -1083273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1083272.750000 Penalty: 4571.591797
	Iteration 156Q: 3 clusters Score -1083273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1083278.625000 Penalty: 4571.591797
	Iteration 157Q: 3 clusters Score -1083279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1083281.625000 Penalty: 4571.591797
	Iteration 158Q: 3 clusters Score -1083282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1083285.500000 Penalty: 4571.591797
	Iteration 159Q: 3 clusters Score -1083286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1083288.375000 Penalty: 4571.591797
	Iteration 160F: 3 clusters Score -1083288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1083288.625000 Penalty: 4571.591797
	Iteration 161Q: 3 clusters Score -1083289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1083288.000000 Penalty: 4571.591797
	Iteration 162Q: 3 clusters Score -1083288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1083288.750000 Penalty: 4571.591797
	Iteration 163Q: 3 clusters Score -1083289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1083288.750000 Penalty: 4571.591797
	Iteration 164F: 3 clusters Score -1083289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108141 members 
Entering Unmasked Estep 
Score: -12172753.000000 Penalty: 2874.615479
	Iteration 0F: 2 clusters Score -1.217275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -12100276.000000 Penalty: 5749.230957
	Iteration 0F: 3 clusters Score -1.210028e+07 nChanged 51456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -12130106.000000 Penalty: 5749.230957
	Iteration 1F: 3 clusters Score -1.213011e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -12131322.000000 Penalty: 5749.230957
	Iteration 2Q: 3 clusters Score -1.213132e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -12132469.000000 Penalty: 5749.230957
	Iteration 3Q: 3 clusters Score -1.213247e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -12133997.000000 Penalty: 5749.230957
	Iteration 4Q: 3 clusters Score -1.2134e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -12136155.000000 Penalty: 5749.230957
	Iteration 5Q: 3 clusters Score -1.213616e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -12139100.000000 Penalty: 5749.230957
	Iteration 6F: 3 clusters Score -1.21391e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -12143127.000000 Penalty: 5749.230957
	Iteration 7F: 3 clusters Score -1.214313e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -12148265.000000 Penalty: 5749.230957
	Iteration 8F: 3 clusters Score -1.214826e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 85357 members 
Entering Unmasked Estep 
Score: -12153791.000000 Penalty: 5749.230957
	Iteration 9F: 3 clusters Score -1.215379e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -12158695.000000 Penalty: 5749.230957
	Iteration 10F: 3 clusters Score -1.21587e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -12162502.000000 Penalty: 5749.230957
	Iteration 11Q: 3 clusters Score -1.21625e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 99378 members 
Entering Unmasked Estep 
Score: -12165356.000000 Penalty: 5749.230957
	Iteration 12Q: 3 clusters Score -1.216536e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -12167465.000000 Penalty: 5749.230957
	Iteration 13Q: 3 clusters Score -1.216746e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 103836 members 
Entering Unmasked Estep 
Score: -12168952.000000 Penalty: 5749.230957
	Iteration 14Q: 3 clusters Score -1.216895e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -12169855.000000 Penalty: 5749.230957
	Iteration 15Q: 3 clusters Score -1.216986e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -12170457.000000 Penalty: 5749.230957
	Iteration 16Q: 3 clusters Score -1.217046e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -12170748.000000 Penalty: 5749.230957
	Iteration 17Q: 3 clusters Score -1.217075e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 106332 members 
Entering Unmasked Estep 
Score: -12170937.000000 Penalty: 5749.230957
	Iteration 18Q: 3 clusters Score -1.217094e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 106478 members 
Entering Unmasked Estep 
Score: -12171024.000000 Penalty: 5749.230957
	Iteration 19Q: 3 clusters Score -1.217102e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -12171089.000000 Penalty: 5749.230957
	Iteration 20F: 3 clusters Score -1.217109e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -12171133.000000 Penalty: 5749.230957
	Iteration 21Q: 3 clusters Score -1.217113e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -12171147.000000 Penalty: 5749.230957
	Iteration 22Q: 3 clusters Score -1.217115e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 106760 members 
Entering Unmasked Estep 
Score: -12171177.000000 Penalty: 5749.230957
	Iteration 23Q: 3 clusters Score -1.217118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -12171213.000000 Penalty: 5749.230957
	Iteration 24Q: 3 clusters Score -1.217121e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -12171221.000000 Penalty: 5749.230957
	Iteration 25Q: 3 clusters Score -1.217122e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -12171249.000000 Penalty: 5749.230957
	Iteration 26Q: 3 clusters Score -1.217125e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
Score: -12171254.000000 Penalty: 5749.230957
	Iteration 27Q: 3 clusters Score -1.217125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 106869 members 
Entering Unmasked Estep 
Score: -12171279.000000 Penalty: 5749.230957
	Iteration 28Q: 3 clusters Score -1.217128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 106889 members 
Entering Unmasked Estep 
Score: -12171308.000000 Penalty: 5749.230957
	Iteration 29Q: 3 clusters Score -1.217131e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -12171332.000000 Penalty: 5749.230957
	Iteration 30Q: 3 clusters Score -1.217133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 106933 members 
Entering Unmasked Estep 
Score: -12171341.000000 Penalty: 5749.230957
	Iteration 31Q: 3 clusters Score -1.217134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 106943 members 
Entering Unmasked Estep 
Score: -12171355.000000 Penalty: 5749.230957
	Iteration 32Q: 3 clusters Score -1.217136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -12171359.000000 Penalty: 5749.230957
	Iteration 33Q: 3 clusters Score -1.217136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -12171349.000000 Penalty: 5749.230957
	Iteration 34Q: 3 clusters Score -1.217135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -12171340.000000 Penalty: 5749.230957
	Iteration 35Q: 3 clusters Score -1.217134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 106964 members 
Entering Unmasked Estep 
Score: -12171348.000000 Penalty: 5749.230957
	Iteration 36Q: 3 clusters Score -1.217135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -12171349.000000 Penalty: 5749.230957
	Iteration 37Q: 3 clusters Score -1.217135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -12171366.000000 Penalty: 5749.230957
	Iteration 38Q: 3 clusters Score -1.217137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -12171352.000000 Penalty: 5749.230957
	Iteration 39Q: 3 clusters Score -1.217135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -12171351.000000 Penalty: 5749.230957
	Iteration 40F: 3 clusters Score -1.217135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -12171361.000000 Penalty: 5749.230957
	Iteration 41Q: 3 clusters Score -1.217136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -12171361.000000 Penalty: 5749.230957
	Iteration 42F: 3 clusters Score -1.217136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -541288.625000 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -541288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -536703.562500 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -536703.6 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -537815.125000 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -537815.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -538053.625000 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -538053.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -538241.687500 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -538241.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -538405.375000 Penalty: 4226.310059
	Iteration 4Q: 3 clusters Score -538405.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -538570.562500 Penalty: 4226.310059
	Iteration 5Q: 3 clusters Score -538570.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -538746.562500 Penalty: 4226.310059
	Iteration 6Q: 3 clusters Score -538746.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -538941.812500 Penalty: 4226.310059
	Iteration 7Q: 3 clusters Score -538941.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -539135.062500 Penalty: 4226.310059
	Iteration 8Q: 3 clusters Score -539135.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -539318.000000 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -539318 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -539469.125000 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -539469.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -539604.937500 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -539604.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -539700.937500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -539700.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -539803.625000 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -539803.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -539906.312500 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -539906.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -539993.312500 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -539993.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -540061.312500 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -540061.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -540105.437500 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -540105.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -540150.000000 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -540150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -540189.750000 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -540189.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -540230.375000 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -540230.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -540268.375000 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -540268.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -540299.125000 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -540299.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -540332.937500 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -540332.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -540365.312500 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -540365.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -540389.375000 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -540389.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -540400.437500 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -540400.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -540406.437500 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -540406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -540411.875000 Penalty: 4226.310059
	Iteration 28Q: 3 clusters Score -540411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -540416.687500 Penalty: 4226.310059
	Iteration 29Q: 3 clusters Score -540416.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -540418.125000 Penalty: 4226.310059
	Iteration 30Q: 3 clusters Score -540418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -540421.687500 Penalty: 4226.310059
	Iteration 31Q: 3 clusters Score -540421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -540423.812500 Penalty: 4226.310059
	Iteration 32Q: 3 clusters Score -540423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -540425.375000 Penalty: 4226.310059
	Iteration 33Q: 3 clusters Score -540425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -540426.937500 Penalty: 4226.310059
	Iteration 34Q: 3 clusters Score -540426.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -540426.000000 Penalty: 4226.310059
	Iteration 35Q: 3 clusters Score -540426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -540427.250000 Penalty: 4226.310059
	Iteration 36Q: 3 clusters Score -540427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -540428.000000 Penalty: 4226.310059
	Iteration 37Q: 3 clusters Score -540428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -540430.562500 Penalty: 4226.310059
	Iteration 38Q: 3 clusters Score -540430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -540435.187500 Penalty: 4226.310059
	Iteration 39Q: 3 clusters Score -540435.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -540440.437500 Penalty: 4226.310059
	Iteration 40F: 3 clusters Score -540440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -540443.750000 Penalty: 4226.310059
	Iteration 41Q: 3 clusters Score -540443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -540445.375000 Penalty: 4226.310059
	Iteration 42Q: 3 clusters Score -540445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -540446.500000 Penalty: 4226.310059
	Iteration 43Q: 3 clusters Score -540446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -540446.500000 Penalty: 4226.310059
	Iteration 44Q: 3 clusters Score -540446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -540447.500000 Penalty: 4226.310059
	Iteration 45Q: 3 clusters Score -540447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -540448.687500 Penalty: 4226.310059
	Iteration 46Q: 3 clusters Score -540448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -540450.125000 Penalty: 4226.310059
	Iteration 47Q: 3 clusters Score -540450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -540450.125000 Penalty: 4226.310059
	Iteration 48F: 3 clusters Score -540450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -561029.062500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -561029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -556300.125000 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -556300.1 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -557402.625000 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -557402.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -557628.625000 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -557628.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -557785.437500 Penalty: 4253.803711
	Iteration 3F: 3 clusters Score -557785.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -557882.937500 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -557882.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -557968.500000 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -557968.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -558043.437500 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -558043.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -558094.687500 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -558094.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -558142.000000 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -558142 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -558185.812500 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -558185.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -558237.562500 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -558237.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -558285.000000 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -558285 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -558337.937500 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -558337.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -558377.500000 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -558377.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -558423.062500 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -558423.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -558469.875000 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -558469.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -558508.187500 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -558508.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -558544.000000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -558544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -558566.500000 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -558566.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -558588.750000 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -558588.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -558611.750000 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -558611.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -558629.375000 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -558629.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -558647.750000 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -558647.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -558660.250000 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -558660.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -558673.000000 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -558673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -558691.187500 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -558691.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -558707.187500 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -558707.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -558729.500000 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -558729.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -558745.625000 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -558745.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -558754.062500 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -558754.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -558762.750000 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -558762.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -558777.562500 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -558777.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -558788.875000 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -558788.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -558802.312500 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -558802.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -558815.062500 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -558815.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -558829.875000 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -558829.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -558850.687500 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -558850.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -558867.187500 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -558867.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -558879.062500 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -558879.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -558890.437500 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -558890.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -558907.312500 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -558907.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -558917.187500 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -558917.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -558929.812500 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -558929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -558941.937500 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -558941.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -558955.000000 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -558955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -558965.750000 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -558965.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -558977.125000 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -558977.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -558989.312500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -558989.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -559003.187500 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -559003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -559012.375000 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -559012.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -559021.000000 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -559021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -559034.125000 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -559034.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -559042.000000 Penalty: 4253.803711
	Iteration 52Q: 3 clusters Score -559042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -559050.562500 Penalty: 4253.803711
	Iteration 53Q: 3 clusters Score -559050.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -559064.937500 Penalty: 4253.803711
	Iteration 54Q: 3 clusters Score -559064.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -559077.375000 Penalty: 4253.803711
	Iteration 55Q: 3 clusters Score -559077.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -559086.500000 Penalty: 4253.803711
	Iteration 56Q: 3 clusters Score -559086.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -559101.375000 Penalty: 4253.803711
	Iteration 57Q: 3 clusters Score -559101.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -559111.937500 Penalty: 4253.803711
	Iteration 58Q: 3 clusters Score -559111.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -559125.125000 Penalty: 4253.803711
	Iteration 59Q: 3 clusters Score -559125.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -559133.500000 Penalty: 4253.803711
	Iteration 60F: 3 clusters Score -559133.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -559143.437500 Penalty: 4253.803711
	Iteration 61Q: 3 clusters Score -559143.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -559152.875000 Penalty: 4253.803711
	Iteration 62Q: 3 clusters Score -559152.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -559161.937500 Penalty: 4253.803711
	Iteration 63Q: 3 clusters Score -559161.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -559168.937500 Penalty: 4253.803711
	Iteration 64Q: 3 clusters Score -559168.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -559177.250000 Penalty: 4253.803711
	Iteration 65Q: 3 clusters Score -559177.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -559187.750000 Penalty: 4253.803711
	Iteration 66Q: 3 clusters Score -559187.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -559198.187500 Penalty: 4253.803711
	Iteration 67Q: 3 clusters Score -559198.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -559213.312500 Penalty: 4253.803711
	Iteration 68Q: 3 clusters Score -559213.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -559226.562500 Penalty: 4253.803711
	Iteration 69Q: 3 clusters Score -559226.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -559238.375000 Penalty: 4253.803711
	Iteration 70Q: 3 clusters Score -559238.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -559246.875000 Penalty: 4253.803711
	Iteration 71Q: 3 clusters Score -559246.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -559251.437500 Penalty: 4253.803711
	Iteration 72Q: 3 clusters Score -559251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -559254.250000 Penalty: 4253.803711
	Iteration 73Q: 3 clusters Score -559254.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -559263.500000 Penalty: 4253.803711
	Iteration 74Q: 3 clusters Score -559263.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -559269.250000 Penalty: 4253.803711
	Iteration 75Q: 3 clusters Score -559269.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -559274.687500 Penalty: 4253.803711
	Iteration 76Q: 3 clusters Score -559274.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -559281.437500 Penalty: 4253.803711
	Iteration 77Q: 3 clusters Score -559281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -559285.187500 Penalty: 4253.803711
	Iteration 78Q: 3 clusters Score -559285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -559287.625000 Penalty: 4253.803711
	Iteration 79Q: 3 clusters Score -559287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -559292.000000 Penalty: 4253.803711
	Iteration 80F: 3 clusters Score -559292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -559295.312500 Penalty: 4253.803711
	Iteration 81Q: 3 clusters Score -559295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -559298.062500 Penalty: 4253.803711
	Iteration 82Q: 3 clusters Score -559298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -559301.125000 Penalty: 4253.803711
	Iteration 83Q: 3 clusters Score -559301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -559302.437500 Penalty: 4253.803711
	Iteration 84Q: 3 clusters Score -559302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -559302.875000 Penalty: 4253.803711
	Iteration 85Q: 3 clusters Score -559302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -559306.187500 Penalty: 4253.803711
	Iteration 86Q: 3 clusters Score -559306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -559309.000000 Penalty: 4253.803711
	Iteration 87Q: 3 clusters Score -559309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -559310.812500 Penalty: 4253.803711
	Iteration 88Q: 3 clusters Score -559310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -559312.250000 Penalty: 4253.803711
	Iteration 89Q: 3 clusters Score -559312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -559313.437500 Penalty: 4253.803711
	Iteration 90Q: 3 clusters Score -559313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -559314.000000 Penalty: 4253.803711
	Iteration 91Q: 3 clusters Score -559314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -559315.125000 Penalty: 4253.803711
	Iteration 92Q: 3 clusters Score -559315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -559315.000000 Penalty: 4253.803711
	Iteration 93Q: 3 clusters Score -559315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -559318.125000 Penalty: 4253.803711
	Iteration 94Q: 3 clusters Score -559318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -559318.125000 Penalty: 4253.803711
	Iteration 95F: 3 clusters Score -559318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Entering Unmasked Estep 
Score: -1078524.125000 Penalty: 2296.099121
	Iteration 0F: 2 clusters Score -1078524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1070597.500000 Penalty: 4592.198242
	Iteration 0F: 3 clusters Score -1070598 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1073168.625000 Penalty: 4592.198242
	Iteration 1F: 3 clusters Score -1073169 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1073771.875000 Penalty: 4592.198242
	Iteration 2F: 3 clusters Score -1073772 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1074340.125000 Penalty: 4592.198242
	Iteration 3F: 3 clusters Score -1074340 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1074876.750000 Penalty: 4592.198242
	Iteration 4F: 3 clusters Score -1074877 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1075270.000000 Penalty: 4592.198242
	Iteration 5F: 3 clusters Score -1075270 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1075599.250000 Penalty: 4592.198242
	Iteration 6F: 3 clusters Score -1075599 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1075851.625000 Penalty: 4592.198242
	Iteration 7Q: 3 clusters Score -1075852 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1076035.375000 Penalty: 4592.198242
	Iteration 8Q: 3 clusters Score -1076035 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1076173.750000 Penalty: 4592.198242
	Iteration 9Q: 3 clusters Score -1076174 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1076282.500000 Penalty: 4592.198242
	Iteration 10Q: 3 clusters Score -1076282 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1076371.750000 Penalty: 4592.198242
	Iteration 11Q: 3 clusters Score -1076372 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1076462.750000 Penalty: 4592.198242
	Iteration 12Q: 3 clusters Score -1076463 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1076550.500000 Penalty: 4592.198242
	Iteration 13Q: 3 clusters Score -1076550 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1076629.125000 Penalty: 4592.198242
	Iteration 14Q: 3 clusters Score -1076629 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1076700.250000 Penalty: 4592.198242
	Iteration 15Q: 3 clusters Score -1076700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1076752.500000 Penalty: 4592.198242
	Iteration 16Q: 3 clusters Score -1076752 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1076804.250000 Penalty: 4592.198242
	Iteration 17Q: 3 clusters Score -1076804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1076837.125000 Penalty: 4592.198242
	Iteration 18Q: 3 clusters Score -1076837 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1076869.375000 Penalty: 4592.198242
	Iteration 19Q: 3 clusters Score -1076869 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1076901.000000 Penalty: 4592.198242
	Iteration 20F: 3 clusters Score -1076901 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1076924.000000 Penalty: 4592.198242
	Iteration 21Q: 3 clusters Score -1076924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1076946.625000 Penalty: 4592.198242
	Iteration 22Q: 3 clusters Score -1076947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1076962.000000 Penalty: 4592.198242
	Iteration 23Q: 3 clusters Score -1076962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1076971.875000 Penalty: 4592.198242
	Iteration 24Q: 3 clusters Score -1076972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1076982.250000 Penalty: 4592.198242
	Iteration 25Q: 3 clusters Score -1076982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1076990.000000 Penalty: 4592.198242
	Iteration 26Q: 3 clusters Score -1076990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1076991.750000 Penalty: 4592.198242
	Iteration 27Q: 3 clusters Score -1076992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1076995.375000 Penalty: 4592.198242
	Iteration 28Q: 3 clusters Score -1076995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1076998.375000 Penalty: 4592.198242
	Iteration 29Q: 3 clusters Score -1076998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1076999.625000 Penalty: 4592.198242
	Iteration 30Q: 3 clusters Score -1077000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1077000.750000 Penalty: 4592.198242
	Iteration 31Q: 3 clusters Score -1077001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1077002.250000 Penalty: 4592.198242
	Iteration 32Q: 3 clusters Score -1077002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1077000.375000 Penalty: 4592.198242
	Iteration 33Q: 3 clusters Score -1077000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1077001.000000 Penalty: 4592.198242
	Iteration 34Q: 3 clusters Score -1077001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1077001.750000 Penalty: 4592.198242
	Iteration 35Q: 3 clusters Score -1077002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1077002.125000 Penalty: 4592.198242
	Iteration 36Q: 3 clusters Score -1077002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1076999.875000 Penalty: 4592.198242
	Iteration 37Q: 3 clusters Score -1077000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1077005.625000 Penalty: 4592.198242
	Iteration 38Q: 3 clusters Score -1077006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1077004.000000 Penalty: 4592.198242
	Iteration 39Q: 3 clusters Score -1077004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1077004.750000 Penalty: 4592.198242
	Iteration 40F: 3 clusters Score -1077005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1077004.500000 Penalty: 4592.198242
	Iteration 41Q: 3 clusters Score -1077004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1077004.875000 Penalty: 4592.198242
	Iteration 42Q: 3 clusters Score -1077005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1077004.875000 Penalty: 4592.198242
	Iteration 43F: 3 clusters Score -1077005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Entering Unmasked Estep 
Score: -14458914.000000 Penalty: 2917.003418
	Iteration 0F: 2 clusters Score -1.445891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -14373437.000000 Penalty: 5834.006836
	Iteration 0F: 3 clusters Score -1.437344e+07 nChanged 60771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -14409713.000000 Penalty: 5834.006836
	Iteration 1F: 3 clusters Score -1.440971e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -14411636.000000 Penalty: 5834.006836
	Iteration 2Q: 3 clusters Score -1.441164e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -14414066.000000 Penalty: 5834.006836
	Iteration 3Q: 3 clusters Score -1.441407e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -14417655.000000 Penalty: 5834.006836
	Iteration 4F: 3 clusters Score -1.441766e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 83980 members 
Entering Unmasked Estep 
Score: -14422040.000000 Penalty: 5834.006836
	Iteration 5F: 3 clusters Score -1.442204e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -14426791.000000 Penalty: 5834.006836
	Iteration 6F: 3 clusters Score -1.442679e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -14431279.000000 Penalty: 5834.006836
	Iteration 7F: 3 clusters Score -1.443128e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 103599 members 
Entering Unmasked Estep 
Score: -14436085.000000 Penalty: 5834.006836
	Iteration 8F: 3 clusters Score -1.443608e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 110096 members 
Entering Unmasked Estep 
Score: -14440711.000000 Penalty: 5834.006836
	Iteration 9F: 3 clusters Score -1.444071e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 116275 members 
Entering Unmasked Estep 
Score: -14445805.000000 Penalty: 5834.006836
	Iteration 10Q: 3 clusters Score -1.44458e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 121335 members 
Entering Unmasked Estep 
Score: -14450494.000000 Penalty: 5834.006836
	Iteration 11Q: 3 clusters Score -1.445049e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 124803 members 
Entering Unmasked Estep 
Score: -14453643.000000 Penalty: 5834.006836
	Iteration 12Q: 3 clusters Score -1.445364e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 126545 members 
Entering Unmasked Estep 
Score: -14455179.000000 Penalty: 5834.006836
	Iteration 13Q: 3 clusters Score -1.445518e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 127314 members 
Entering Unmasked Estep 
Score: -14455891.000000 Penalty: 5834.006836
	Iteration 14Q: 3 clusters Score -1.445589e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 127604 members 
Entering Unmasked Estep 
Score: -14456157.000000 Penalty: 5834.006836
	Iteration 15Q: 3 clusters Score -1.445616e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 127740 members 
Entering Unmasked Estep 
Score: -14456245.000000 Penalty: 5834.006836
	Iteration 16Q: 3 clusters Score -1.445624e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 127805 members 
Entering Unmasked Estep 
Score: -14456296.000000 Penalty: 5834.006836
	Iteration 17Q: 3 clusters Score -1.44563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -14456333.000000 Penalty: 5834.006836
	Iteration 18Q: 3 clusters Score -1.445633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -14456360.000000 Penalty: 5834.006836
	Iteration 19Q: 3 clusters Score -1.445636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 127871 members 
Entering Unmasked Estep 
Score: -14456381.000000 Penalty: 5834.006836
	Iteration 20F: 3 clusters Score -1.445638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 127877 members 
Entering Unmasked Estep 
Score: -14456377.000000 Penalty: 5834.006836
	Iteration 21Q: 3 clusters Score -1.445638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 127886 members 
Entering Unmasked Estep 
Score: -14456390.000000 Penalty: 5834.006836
	Iteration 22Q: 3 clusters Score -1.445639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 127892 members 
Entering Unmasked Estep 
Score: -14456391.000000 Penalty: 5834.006836
	Iteration 23Q: 3 clusters Score -1.445639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 127897 members 
Entering Unmasked Estep 
Score: -14456392.000000 Penalty: 5834.006836
	Iteration 24Q: 3 clusters Score -1.445639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -14456390.000000 Penalty: 5834.006836
	Iteration 25Q: 3 clusters Score -1.445639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 127903 members 
Entering Unmasked Estep 
Score: -14456398.000000 Penalty: 5834.006836
	Iteration 26Q: 3 clusters Score -1.44564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 127905 members 
Entering Unmasked Estep 
Score: -14456397.000000 Penalty: 5834.006836
	Iteration 27Q: 3 clusters Score -1.44564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 127908 members 
Entering Unmasked Estep 
Score: -14456410.000000 Penalty: 5834.006836
	Iteration 28Q: 3 clusters Score -1.445641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 127910 members 
Entering Unmasked Estep 
Score: -14456405.000000 Penalty: 5834.006836
	Iteration 29Q: 3 clusters Score -1.44564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 127915 members 
Entering Unmasked Estep 
Score: -14456416.000000 Penalty: 5834.006836
	Iteration 30Q: 3 clusters Score -1.445642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 127919 members 
Entering Unmasked Estep 
Score: -14456410.000000 Penalty: 5834.006836
	Iteration 31Q: 3 clusters Score -1.445641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 127922 members 
Entering Unmasked Estep 
Score: -14456419.000000 Penalty: 5834.006836
	Iteration 32Q: 3 clusters Score -1.445642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 127928 members 
Entering Unmasked Estep 
Score: -14456418.000000 Penalty: 5834.006836
	Iteration 33Q: 3 clusters Score -1.445642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 127931 members 
Entering Unmasked Estep 
Score: -14456419.000000 Penalty: 5834.006836
	Iteration 34Q: 3 clusters Score -1.445642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 127935 members 
Entering Unmasked Estep 
Score: -14456417.000000 Penalty: 5834.006836
	Iteration 35Q: 3 clusters Score -1.445642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 127937 members 
Entering Unmasked Estep 
Score: -14456429.000000 Penalty: 5834.006836
	Iteration 36Q: 3 clusters Score -1.445643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 127939 members 
Entering Unmasked Estep 
Score: -14456438.000000 Penalty: 5834.006836
	Iteration 37Q: 3 clusters Score -1.445644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 127941 members 
Entering Unmasked Estep 
Score: -14456440.000000 Penalty: 5834.006836
	Iteration 38Q: 3 clusters Score -1.445644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 127942 members 
Entering Unmasked Estep 
Score: -14456446.000000 Penalty: 5834.006836
	Iteration 39Q: 3 clusters Score -1.445645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 127941 members 
Entering Unmasked Estep 
Score: -14456455.000000 Penalty: 5834.006836
	Iteration 40F: 3 clusters Score -1.445646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -1073927.125000 Penalty: 2282.871338
	Iteration 0F: 2 clusters Score -1073927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1066312.500000 Penalty: 4565.742676
	Iteration 0F: 3 clusters Score -1066312 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1068588.750000 Penalty: 4565.742676
	Iteration 1F: 3 clusters Score -1068589 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1069067.875000 Penalty: 4565.742676
	Iteration 2F: 3 clusters Score -1069068 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1069490.875000 Penalty: 4565.742676
	Iteration 3F: 3 clusters Score -1069491 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1069917.250000 Penalty: 4565.742676
	Iteration 4F: 3 clusters Score -1069917 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1070344.125000 Penalty: 4565.742676
	Iteration 5F: 3 clusters Score -1070344 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1070812.625000 Penalty: 4565.742676
	Iteration 6F: 3 clusters Score -1070813 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1071233.875000 Penalty: 4565.742676
	Iteration 7Q: 3 clusters Score -1071234 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1071665.875000 Penalty: 4565.742676
	Iteration 8Q: 3 clusters Score -1071666 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1072056.750000 Penalty: 4565.742676
	Iteration 9Q: 3 clusters Score -1072057 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1072362.250000 Penalty: 4565.742676
	Iteration 10Q: 3 clusters Score -1072362 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1072575.875000 Penalty: 4565.742676
	Iteration 11Q: 3 clusters Score -1072576 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1072691.375000 Penalty: 4565.742676
	Iteration 12Q: 3 clusters Score -1072691 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1072744.875000 Penalty: 4565.742676
	Iteration 13Q: 3 clusters Score -1072745 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1072782.375000 Penalty: 4565.742676
	Iteration 14Q: 3 clusters Score -1072782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1072807.125000 Penalty: 4565.742676
	Iteration 15Q: 3 clusters Score -1072807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1072821.875000 Penalty: 4565.742676
	Iteration 16Q: 3 clusters Score -1072822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1072832.750000 Penalty: 4565.742676
	Iteration 17Q: 3 clusters Score -1072833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1072840.375000 Penalty: 4565.742676
	Iteration 18Q: 3 clusters Score -1072840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1072849.500000 Penalty: 4565.742676
	Iteration 19Q: 3 clusters Score -1072850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1072849.875000 Penalty: 4565.742676
	Iteration 20F: 3 clusters Score -1072850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1072854.250000 Penalty: 4565.742676
	Iteration 21Q: 3 clusters Score -1072854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1072860.500000 Penalty: 4565.742676
	Iteration 22Q: 3 clusters Score -1072860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1072860.625000 Penalty: 4565.742676
	Iteration 23Q: 3 clusters Score -1072861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1072863.000000 Penalty: 4565.742676
	Iteration 24Q: 3 clusters Score -1072863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1072865.625000 Penalty: 4565.742676
	Iteration 25Q: 3 clusters Score -1072866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1072865.500000 Penalty: 4565.742676
	Iteration 26Q: 3 clusters Score -1072866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1072867.375000 Penalty: 4565.742676
	Iteration 27Q: 3 clusters Score -1072867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1072868.125000 Penalty: 4565.742676
	Iteration 28Q: 3 clusters Score -1072868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1072869.125000 Penalty: 4565.742676
	Iteration 29Q: 3 clusters Score -1072869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1072868.375000 Penalty: 4565.742676
	Iteration 30Q: 3 clusters Score -1072868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1072868.500000 Penalty: 4565.742676
	Iteration 31Q: 3 clusters Score -1072868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1072870.875000 Penalty: 4565.742676
	Iteration 32Q: 3 clusters Score -1072871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1072871.000000 Penalty: 4565.742676
	Iteration 33Q: 3 clusters Score -1072871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1072871.000000 Penalty: 4565.742676
	Iteration 34F: 3 clusters Score -1072871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47979.800781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -47979.8 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 246 members 
Entering Unmasked Estep 
Score: -46489.234375 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -46489.23 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46647.492188 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46647.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46685.628906 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -46685.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46705.042969 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -46705.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46730.074219 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -46730.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46747.699219 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -46747.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46755.882812 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -46755.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46762.582031 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -46762.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46762.582031 Penalty: 3075.452393
	Iteration 8F: 3 clusters Score -46762.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Entering Unmasked Estep 
Score: -1522742.625000 Penalty: 2361.330811
	Iteration 0F: 2 clusters Score -1522743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1512762.375000 Penalty: 4722.661621
	Iteration 0F: 3 clusters Score -1512762 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1515975.375000 Penalty: 4722.661621
	Iteration 1F: 3 clusters Score -1515975 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1516610.875000 Penalty: 4722.661621
	Iteration 2F: 3 clusters Score -1516611 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1517388.000000 Penalty: 4722.661621
	Iteration 3F: 3 clusters Score -1517388 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1518308.375000 Penalty: 4722.661621
	Iteration 4F: 3 clusters Score -1518308 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1519273.000000 Penalty: 4722.661621
	Iteration 5F: 3 clusters Score -1519273 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1520022.375000 Penalty: 4722.661621
	Iteration 6F: 3 clusters Score -1520022 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1520490.500000 Penalty: 4722.661621
	Iteration 7F: 3 clusters Score -1520490 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1520742.125000 Penalty: 4722.661621
	Iteration 8Q: 3 clusters Score -1520742 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1520876.625000 Penalty: 4722.661621
	Iteration 9Q: 3 clusters Score -1520877 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1520972.125000 Penalty: 4722.661621
	Iteration 10Q: 3 clusters Score -1520972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1521064.500000 Penalty: 4722.661621
	Iteration 11Q: 3 clusters Score -1521064 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1521156.000000 Penalty: 4722.661621
	Iteration 12Q: 3 clusters Score -1521156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1521224.500000 Penalty: 4722.661621
	Iteration 13Q: 3 clusters Score -1521224 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1521280.375000 Penalty: 4722.661621
	Iteration 14Q: 3 clusters Score -1521280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1521325.625000 Penalty: 4722.661621
	Iteration 15Q: 3 clusters Score -1521326 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1521355.875000 Penalty: 4722.661621
	Iteration 16Q: 3 clusters Score -1521356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1521372.000000 Penalty: 4722.661621
	Iteration 17Q: 3 clusters Score -1521372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1521386.625000 Penalty: 4722.661621
	Iteration 18Q: 3 clusters Score -1521387 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1521397.375000 Penalty: 4722.661621
	Iteration 19Q: 3 clusters Score -1521397 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1521406.875000 Penalty: 4722.661621
	Iteration 20F: 3 clusters Score -1521407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1521410.250000 Penalty: 4722.661621
	Iteration 21Q: 3 clusters Score -1521410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1521421.000000 Penalty: 4722.661621
	Iteration 22Q: 3 clusters Score -1521421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1521423.250000 Penalty: 4722.661621
	Iteration 23Q: 3 clusters Score -1521423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1521429.750000 Penalty: 4722.661621
	Iteration 24Q: 3 clusters Score -1521430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1521433.625000 Penalty: 4722.661621
	Iteration 25Q: 3 clusters Score -1521434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1521433.500000 Penalty: 4722.661621
	Iteration 26Q: 3 clusters Score -1521434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1521431.000000 Penalty: 4722.661621
	Iteration 27Q: 3 clusters Score -1521431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1521434.500000 Penalty: 4722.661621
	Iteration 28Q: 3 clusters Score -1521434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1521434.500000 Penalty: 4722.661621
	Iteration 29F: 3 clusters Score -1521434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -674924.687500 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -674924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -669848.375000 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -669848.4 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -671156.187500 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -671156.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -671402.312500 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -671402.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -671558.750000 Penalty: 4311.974609
	Iteration 3Q: 3 clusters Score -671558.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -671671.750000 Penalty: 4311.974609
	Iteration 4Q: 3 clusters Score -671671.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -671776.750000 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -671776.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -671877.937500 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -671877.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -671986.500000 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -671986.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -672107.312500 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -672107.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -672238.125000 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -672238.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -672338.937500 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -672338.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -672433.250000 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -672433.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -672535.062500 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -672535.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -672636.625000 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -672636.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -672722.687500 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -672722.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -672801.687500 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -672801.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -672871.437500 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -672871.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -672918.937500 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -672918.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -672943.875000 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -672943.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -672964.187500 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -672964.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -672983.312500 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -672983.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -672990.812500 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -672990.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -673008.250000 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -673008.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -673018.062500 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -673018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -673020.375000 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -673020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -673020.250000 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -673020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -673022.437500 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -673022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -673025.000000 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -673025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -673025.875000 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -673025.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -673026.062500 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -673026.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -673030.062500 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -673030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -673031.375000 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -673031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -673033.812500 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -673033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -673036.312500 Penalty: 4311.974609
	Iteration 33Q: 3 clusters Score -673036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -673037.687500 Penalty: 4311.974609
	Iteration 34Q: 3 clusters Score -673037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -673042.000000 Penalty: 4311.974609
	Iteration 35Q: 3 clusters Score -673042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -673042.000000 Penalty: 4311.974609
	Iteration 36F: 3 clusters Score -673042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Entering Unmasked Estep 
Score: -1536715.875000 Penalty: 2369.813965
	Iteration 0F: 2 clusters Score -1536716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1526438.250000 Penalty: 4739.627930
	Iteration 0F: 3 clusters Score -1526438 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1529790.750000 Penalty: 4739.627930
	Iteration 1F: 3 clusters Score -1529791 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1530298.125000 Penalty: 4739.627930
	Iteration 2F: 3 clusters Score -1530298 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1530817.500000 Penalty: 4739.627930
	Iteration 3F: 3 clusters Score -1530818 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1531268.375000 Penalty: 4739.627930
	Iteration 4F: 3 clusters Score -1531268 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1531690.625000 Penalty: 4739.627930
	Iteration 5F: 3 clusters Score -1531691 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1532112.125000 Penalty: 4739.627930
	Iteration 6Q: 3 clusters Score -1532112 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1532511.125000 Penalty: 4739.627930
	Iteration 7Q: 3 clusters Score -1532511 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1532899.500000 Penalty: 4739.627930
	Iteration 8Q: 3 clusters Score -1532900 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1533229.125000 Penalty: 4739.627930
	Iteration 9Q: 3 clusters Score -1533229 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1533550.125000 Penalty: 4739.627930
	Iteration 10Q: 3 clusters Score -1533550 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1533836.875000 Penalty: 4739.627930
	Iteration 11Q: 3 clusters Score -1533837 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1534038.375000 Penalty: 4739.627930
	Iteration 12Q: 3 clusters Score -1534038 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1534205.375000 Penalty: 4739.627930
	Iteration 13Q: 3 clusters Score -1534205 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1534318.625000 Penalty: 4739.627930
	Iteration 14Q: 3 clusters Score -1534319 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1534398.750000 Penalty: 4739.627930
	Iteration 15Q: 3 clusters Score -1534399 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1534484.375000 Penalty: 4739.627930
	Iteration 16Q: 3 clusters Score -1534484 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1534563.625000 Penalty: 4739.627930
	Iteration 17Q: 3 clusters Score -1534564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1534633.750000 Penalty: 4739.627930
	Iteration 18Q: 3 clusters Score -1534634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1534687.375000 Penalty: 4739.627930
	Iteration 19Q: 3 clusters Score -1534687 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1534728.500000 Penalty: 4739.627930
	Iteration 20F: 3 clusters Score -1534728 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1534768.000000 Penalty: 4739.627930
	Iteration 21Q: 3 clusters Score -1534768 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1534802.000000 Penalty: 4739.627930
	Iteration 22Q: 3 clusters Score -1534802 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1534831.500000 Penalty: 4739.627930
	Iteration 23Q: 3 clusters Score -1534832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1534861.875000 Penalty: 4739.627930
	Iteration 24Q: 3 clusters Score -1534862 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1534887.500000 Penalty: 4739.627930
	Iteration 25Q: 3 clusters Score -1534888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1534914.375000 Penalty: 4739.627930
	Iteration 26Q: 3 clusters Score -1534914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1534936.375000 Penalty: 4739.627930
	Iteration 27Q: 3 clusters Score -1534936 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1534949.125000 Penalty: 4739.627930
	Iteration 28Q: 3 clusters Score -1534949 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1534972.125000 Penalty: 4739.627930
	Iteration 29Q: 3 clusters Score -1534972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1534990.375000 Penalty: 4739.627930
	Iteration 30Q: 3 clusters Score -1534990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1535021.125000 Penalty: 4739.627930
	Iteration 31Q: 3 clusters Score -1535021 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1535045.625000 Penalty: 4739.627930
	Iteration 32Q: 3 clusters Score -1535046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1535078.750000 Penalty: 4739.627930
	Iteration 33Q: 3 clusters Score -1535079 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1535105.375000 Penalty: 4739.627930
	Iteration 34Q: 3 clusters Score -1535105 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1535134.000000 Penalty: 4739.627930
	Iteration 35Q: 3 clusters Score -1535134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1535176.000000 Penalty: 4739.627930
	Iteration 36Q: 3 clusters Score -1535176 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1535217.875000 Penalty: 4739.627930
	Iteration 37Q: 3 clusters Score -1535218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1535253.375000 Penalty: 4739.627930
	Iteration 38Q: 3 clusters Score -1535253 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1535300.250000 Penalty: 4739.627930
	Iteration 39Q: 3 clusters Score -1535300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1535355.625000 Penalty: 4739.627930
	Iteration 40F: 3 clusters Score -1535356 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1535444.125000 Penalty: 4739.627930
	Iteration 41Q: 3 clusters Score -1535444 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1535595.000000 Penalty: 4739.627930
	Iteration 42Q: 3 clusters Score -1535595 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1535762.875000 Penalty: 4739.627930
	Iteration 43Q: 3 clusters Score -1535763 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1535925.875000 Penalty: 4739.627930
	Iteration 44Q: 3 clusters Score -1535926 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1536056.875000 Penalty: 4739.627930
	Iteration 45Q: 3 clusters Score -1536057 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1536148.750000 Penalty: 4739.627930
	Iteration 46Q: 3 clusters Score -1536149 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1536219.375000 Penalty: 4739.627930
	Iteration 47Q: 3 clusters Score -1536219 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1536272.750000 Penalty: 4739.627930
	Iteration 48Q: 3 clusters Score -1536273 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1536313.500000 Penalty: 4739.627930
	Iteration 49Q: 3 clusters Score -1536314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1536335.625000 Penalty: 4739.627930
	Iteration 50Q: 3 clusters Score -1536336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1536352.375000 Penalty: 4739.627930
	Iteration 51Q: 3 clusters Score -1536352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1536364.125000 Penalty: 4739.627930
	Iteration 52Q: 3 clusters Score -1536364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1536379.000000 Penalty: 4739.627930
	Iteration 53Q: 3 clusters Score -1536379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1536388.875000 Penalty: 4739.627930
	Iteration 54Q: 3 clusters Score -1536389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1536404.125000 Penalty: 4739.627930
	Iteration 55Q: 3 clusters Score -1536404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1536422.250000 Penalty: 4739.627930
	Iteration 56Q: 3 clusters Score -1536422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1536431.750000 Penalty: 4739.627930
	Iteration 57Q: 3 clusters Score -1536432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1536435.625000 Penalty: 4739.627930
	Iteration 58Q: 3 clusters Score -1536436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1536442.250000 Penalty: 4739.627930
	Iteration 59Q: 3 clusters Score -1536442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1536456.125000 Penalty: 4739.627930
	Iteration 60F: 3 clusters Score -1536456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1536463.375000 Penalty: 4739.627930
	Iteration 61Q: 3 clusters Score -1536463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1536466.375000 Penalty: 4739.627930
	Iteration 62Q: 3 clusters Score -1536466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1536473.875000 Penalty: 4739.627930
	Iteration 63Q: 3 clusters Score -1536474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1536475.250000 Penalty: 4739.627930
	Iteration 64Q: 3 clusters Score -1536475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1536475.000000 Penalty: 4739.627930
	Iteration 65Q: 3 clusters Score -1536475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1536474.375000 Penalty: 4739.627930
	Iteration 66Q: 3 clusters Score -1536474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1536475.500000 Penalty: 4739.627930
	Iteration 67Q: 3 clusters Score -1536476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1536478.125000 Penalty: 4739.627930
	Iteration 68Q: 3 clusters Score -1536478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1536480.750000 Penalty: 4739.627930
	Iteration 69Q: 3 clusters Score -1536481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1536478.875000 Penalty: 4739.627930
	Iteration 70Q: 3 clusters Score -1536479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1536477.125000 Penalty: 4739.627930
	Iteration 71Q: 3 clusters Score -1536477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1536479.625000 Penalty: 4739.627930
	Iteration 72Q: 3 clusters Score -1536480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1536484.125000 Penalty: 4739.627930
	Iteration 73Q: 3 clusters Score -1536484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1536487.750000 Penalty: 4739.627930
	Iteration 74Q: 3 clusters Score -1536488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1536490.625000 Penalty: 4739.627930
	Iteration 75Q: 3 clusters Score -1536491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1536490.000000 Penalty: 4739.627930
	Iteration 76Q: 3 clusters Score -1536490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1536490.500000 Penalty: 4739.627930
	Iteration 77Q: 3 clusters Score -1536490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1536491.750000 Penalty: 4739.627930
	Iteration 78Q: 3 clusters Score -1536492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1536495.000000 Penalty: 4739.627930
	Iteration 79Q: 3 clusters Score -1536495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1536494.000000 Penalty: 4739.627930
	Iteration 80F: 3 clusters Score -1536494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1536491.500000 Penalty: 4739.627930
	Iteration 81Q: 3 clusters Score -1536492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1536491.500000 Penalty: 4739.627930
	Iteration 82Q: 3 clusters Score -1536492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1536493.000000 Penalty: 4739.627930
	Iteration 83Q: 3 clusters Score -1536493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1536493.000000 Penalty: 4739.627930
	Iteration 84F: 3 clusters Score -1536493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -288575.843750 Penalty: 2000.575195
	Iteration 0F: 2 clusters Score -288575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -285229.468750 Penalty: 4001.150391
	Iteration 0F: 3 clusters Score -285229.5 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -286021.750000 Penalty: 4001.150391
	Iteration 1F: 3 clusters Score -286021.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -286283.468750 Penalty: 4001.150391
	Iteration 2F: 3 clusters Score -286283.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -286482.125000 Penalty: 4001.150391
	Iteration 3F: 3 clusters Score -286482.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -286635.500000 Penalty: 4001.150391
	Iteration 4Q: 3 clusters Score -286635.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -286756.000000 Penalty: 4001.150391
	Iteration 5Q: 3 clusters Score -286756 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -286838.000000 Penalty: 4001.150391
	Iteration 6Q: 3 clusters Score -286838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -286901.656250 Penalty: 4001.150391
	Iteration 7Q: 3 clusters Score -286901.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -286949.125000 Penalty: 4001.150391
	Iteration 8Q: 3 clusters Score -286949.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -286972.812500 Penalty: 4001.150391
	Iteration 9Q: 3 clusters Score -286972.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -286999.875000 Penalty: 4001.150391
	Iteration 10Q: 3 clusters Score -286999.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -287025.125000 Penalty: 4001.150391
	Iteration 11Q: 3 clusters Score -287025.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -287042.625000 Penalty: 4001.150391
	Iteration 12Q: 3 clusters Score -287042.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -287053.625000 Penalty: 4001.150391
	Iteration 13Q: 3 clusters Score -287053.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -287065.687500 Penalty: 4001.150391
	Iteration 14Q: 3 clusters Score -287065.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -287075.875000 Penalty: 4001.150391
	Iteration 15Q: 3 clusters Score -287075.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -287085.156250 Penalty: 4001.150391
	Iteration 16Q: 3 clusters Score -287085.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -287089.812500 Penalty: 4001.150391
	Iteration 17Q: 3 clusters Score -287089.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -287092.531250 Penalty: 4001.150391
	Iteration 18Q: 3 clusters Score -287092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -287094.781250 Penalty: 4001.150391
	Iteration 19Q: 3 clusters Score -287094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -287096.531250 Penalty: 4001.150391
	Iteration 20F: 3 clusters Score -287096.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -287098.687500 Penalty: 4001.150391
	Iteration 21Q: 3 clusters Score -287098.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -287098.687500 Penalty: 4001.150391
	Iteration 22F: 3 clusters Score -287098.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Entering Unmasked Estep 
Score: -1734859.750000 Penalty: 2404.356689
	Iteration 0F: 2 clusters Score -1734860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1723246.250000 Penalty: 4808.713379
	Iteration 0F: 3 clusters Score -1723246 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1727165.375000 Penalty: 4808.713379
	Iteration 1F: 3 clusters Score -1727165 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1727627.625000 Penalty: 4808.713379
	Iteration 2F: 3 clusters Score -1727628 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1728052.625000 Penalty: 4808.713379
	Iteration 3F: 3 clusters Score -1728053 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1728447.125000 Penalty: 4808.713379
	Iteration 4Q: 3 clusters Score -1728447 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1728795.125000 Penalty: 4808.713379
	Iteration 5Q: 3 clusters Score -1728795 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1729175.875000 Penalty: 4808.713379
	Iteration 6Q: 3 clusters Score -1729176 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1729622.750000 Penalty: 4808.713379
	Iteration 7Q: 3 clusters Score -1729623 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1730198.875000 Penalty: 4808.713379
	Iteration 8Q: 3 clusters Score -1730199 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1730971.125000 Penalty: 4808.713379
	Iteration 9F: 3 clusters Score -1730971 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1731884.250000 Penalty: 4808.713379
	Iteration 10F: 3 clusters Score -1731884 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1732853.500000 Penalty: 4808.713379
	Iteration 11F: 3 clusters Score -1732854 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1733673.250000 Penalty: 4808.713379
	Iteration 12Q: 3 clusters Score -1733673 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1734254.125000 Penalty: 4808.713379
	Iteration 13Q: 3 clusters Score -1734254 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1734545.750000 Penalty: 4808.713379
	Iteration 14Q: 3 clusters Score -1734546 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1734691.625000 Penalty: 4808.713379
	Iteration 15Q: 3 clusters Score -1734692 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1734767.000000 Penalty: 4808.713379
	Iteration 16Q: 3 clusters Score -1734767 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1734804.500000 Penalty: 4808.713379
	Iteration 17Q: 3 clusters Score -1734804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1734834.250000 Penalty: 4808.713379
	Iteration 18Q: 3 clusters Score -1734834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1734847.125000 Penalty: 4808.713379
	Iteration 19Q: 3 clusters Score -1734847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1734872.125000 Penalty: 4808.713379
	Iteration 20F: 3 clusters Score -1734872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1734897.000000 Penalty: 4808.713379
	Iteration 21Q: 3 clusters Score -1734897 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1734926.750000 Penalty: 4808.713379
	Iteration 22Q: 3 clusters Score -1734927 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1734954.875000 Penalty: 4808.713379
	Iteration 23Q: 3 clusters Score -1734955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1734985.375000 Penalty: 4808.713379
	Iteration 24Q: 3 clusters Score -1734985 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1735019.375000 Penalty: 4808.713379
	Iteration 25Q: 3 clusters Score -1735019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1735037.500000 Penalty: 4808.713379
	Iteration 26Q: 3 clusters Score -1735038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1735048.125000 Penalty: 4808.713379
	Iteration 27Q: 3 clusters Score -1735048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1735054.625000 Penalty: 4808.713379
	Iteration 28Q: 3 clusters Score -1735055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1735056.750000 Penalty: 4808.713379
	Iteration 29Q: 3 clusters Score -1735057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1735061.500000 Penalty: 4808.713379
	Iteration 30Q: 3 clusters Score -1735062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1735062.125000 Penalty: 4808.713379
	Iteration 31Q: 3 clusters Score -1735062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1735065.875000 Penalty: 4808.713379
	Iteration 32Q: 3 clusters Score -1735066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1735067.375000 Penalty: 4808.713379
	Iteration 33Q: 3 clusters Score -1735067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1735068.625000 Penalty: 4808.713379
	Iteration 34Q: 3 clusters Score -1735069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1735065.875000 Penalty: 4808.713379
	Iteration 35Q: 3 clusters Score -1735066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1735066.000000 Penalty: 4808.713379
	Iteration 36Q: 3 clusters Score -1735066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1735066.125000 Penalty: 4808.713379
	Iteration 37Q: 3 clusters Score -1735066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1735065.250000 Penalty: 4808.713379
	Iteration 38Q: 3 clusters Score -1735065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1735064.750000 Penalty: 4808.713379
	Iteration 39Q: 3 clusters Score -1735065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1735064.250000 Penalty: 4808.713379
	Iteration 40F: 3 clusters Score -1735064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213784 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 8461 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33595 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 7970 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12914 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Mstep: Class 72 contains 7775 members 
Entering Unmasked Estep 
Score: -139312912.000000 Penalty: 251259.593750
Splitting cluster 24 changes total score from -139313360.000000 to -139312912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Entering Unmasked Estep 
Score: -918263.625000 Penalty: 2245.430176
	Iteration 0F: 2 clusters Score -918263.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -911522.937500 Penalty: 4490.860352
	Iteration 0F: 3 clusters Score -911522.9 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -913472.000000 Penalty: 4490.860352
	Iteration 1F: 3 clusters Score -913472 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -913773.250000 Penalty: 4490.860352
	Iteration 2F: 3 clusters Score -913773.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -913982.562500 Penalty: 4490.860352
	Iteration 3Q: 3 clusters Score -913982.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -914168.500000 Penalty: 4490.860352
	Iteration 4Q: 3 clusters Score -914168.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -914368.375000 Penalty: 4490.860352
	Iteration 5Q: 3 clusters Score -914368.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -914590.562500 Penalty: 4490.860352
	Iteration 6Q: 3 clusters Score -914590.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -914841.687500 Penalty: 4490.860352
	Iteration 7Q: 3 clusters Score -914841.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -915119.062500 Penalty: 4490.860352
	Iteration 8Q: 3 clusters Score -915119.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -915399.812500 Penalty: 4490.860352
	Iteration 9Q: 3 clusters Score -915399.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -915692.812500 Penalty: 4490.860352
	Iteration 10Q: 3 clusters Score -915692.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -915980.437500 Penalty: 4490.860352
	Iteration 11Q: 3 clusters Score -915980.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -916190.000000 Penalty: 4490.860352
	Iteration 12Q: 3 clusters Score -916190 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -916339.687500 Penalty: 4490.860352
	Iteration 13Q: 3 clusters Score -916339.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -916459.812500 Penalty: 4490.860352
	Iteration 14Q: 3 clusters Score -916459.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -916529.125000 Penalty: 4490.860352
	Iteration 15Q: 3 clusters Score -916529.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -916562.750000 Penalty: 4490.860352
	Iteration 16Q: 3 clusters Score -916562.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -916589.125000 Penalty: 4490.860352
	Iteration 17Q: 3 clusters Score -916589.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -916615.375000 Penalty: 4490.860352
	Iteration 18Q: 3 clusters Score -916615.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -916637.562500 Penalty: 4490.860352
	Iteration 19Q: 3 clusters Score -916637.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -916658.750000 Penalty: 4490.860352
	Iteration 20F: 3 clusters Score -916658.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -916678.312500 Penalty: 4490.860352
	Iteration 21Q: 3 clusters Score -916678.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -916705.187500 Penalty: 4490.860352
	Iteration 22Q: 3 clusters Score -916705.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -916750.750000 Penalty: 4490.860352
	Iteration 23Q: 3 clusters Score -916750.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -916822.750000 Penalty: 4490.860352
	Iteration 24Q: 3 clusters Score -916822.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -916920.625000 Penalty: 4490.860352
	Iteration 25Q: 3 clusters Score -916920.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -917047.500000 Penalty: 4490.860352
	Iteration 26Q: 3 clusters Score -917047.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -917155.937500 Penalty: 4490.860352
	Iteration 27Q: 3 clusters Score -917155.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -917239.000000 Penalty: 4490.860352
	Iteration 28Q: 3 clusters Score -917239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -917292.562500 Penalty: 4490.860352
	Iteration 29Q: 3 clusters Score -917292.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -917330.812500 Penalty: 4490.860352
	Iteration 30Q: 3 clusters Score -917330.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -917355.875000 Penalty: 4490.860352
	Iteration 31Q: 3 clusters Score -917355.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -917377.437500 Penalty: 4490.860352
	Iteration 32Q: 3 clusters Score -917377.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -917397.000000 Penalty: 4490.860352
	Iteration 33Q: 3 clusters Score -917397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -917400.625000 Penalty: 4490.860352
	Iteration 34Q: 3 clusters Score -917400.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -917403.875000 Penalty: 4490.860352
	Iteration 35Q: 3 clusters Score -917403.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -917412.625000 Penalty: 4490.860352
	Iteration 36Q: 3 clusters Score -917412.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -917416.500000 Penalty: 4490.860352
	Iteration 37Q: 3 clusters Score -917416.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -917416.437500 Penalty: 4490.860352
	Iteration 38Q: 3 clusters Score -917416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -917417.875000 Penalty: 4490.860352
	Iteration 39Q: 3 clusters Score -917417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -917419.312500 Penalty: 4490.860352
	Iteration 40F: 3 clusters Score -917419.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -917417.687500 Penalty: 4490.860352
	Iteration 41Q: 3 clusters Score -917417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -917419.375000 Penalty: 4490.860352
	Iteration 42Q: 3 clusters Score -917419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -917419.562500 Penalty: 4490.860352
	Iteration 43Q: 3 clusters Score -917419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -917419.062500 Penalty: 4490.860352
	Iteration 44Q: 3 clusters Score -917419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -917419.875000 Penalty: 4490.860352
	Iteration 45Q: 3 clusters Score -917419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -917419.875000 Penalty: 4490.860352
	Iteration 46F: 3 clusters Score -917419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -904345.812500 Penalty: 2237.446045
	Iteration 0F: 2 clusters Score -904345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -897732.625000 Penalty: 4474.892090
	Iteration 0F: 3 clusters Score -897732.6 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -899556.187500 Penalty: 4474.892090
	Iteration 1F: 3 clusters Score -899556.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -899838.250000 Penalty: 4474.892090
	Iteration 2F: 3 clusters Score -899838.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -900042.062500 Penalty: 4474.892090
	Iteration 3F: 3 clusters Score -900042.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -900228.062500 Penalty: 4474.892090
	Iteration 4Q: 3 clusters Score -900228.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -900421.187500 Penalty: 4474.892090
	Iteration 5Q: 3 clusters Score -900421.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -900611.625000 Penalty: 4474.892090
	Iteration 6Q: 3 clusters Score -900611.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -900787.875000 Penalty: 4474.892090
	Iteration 7Q: 3 clusters Score -900787.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -900963.375000 Penalty: 4474.892090
	Iteration 8Q: 3 clusters Score -900963.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -901148.875000 Penalty: 4474.892090
	Iteration 9Q: 3 clusters Score -901148.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -901350.750000 Penalty: 4474.892090
	Iteration 10Q: 3 clusters Score -901350.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -901592.375000 Penalty: 4474.892090
	Iteration 11Q: 3 clusters Score -901592.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -901825.312500 Penalty: 4474.892090
	Iteration 12Q: 3 clusters Score -901825.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -902068.500000 Penalty: 4474.892090
	Iteration 13Q: 3 clusters Score -902068.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -902276.812500 Penalty: 4474.892090
	Iteration 14Q: 3 clusters Score -902276.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -902441.437500 Penalty: 4474.892090
	Iteration 15Q: 3 clusters Score -902441.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -902578.750000 Penalty: 4474.892090
	Iteration 16Q: 3 clusters Score -902578.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -902673.187500 Penalty: 4474.892090
	Iteration 17Q: 3 clusters Score -902673.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -902754.625000 Penalty: 4474.892090
	Iteration 18Q: 3 clusters Score -902754.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -902828.875000 Penalty: 4474.892090
	Iteration 19Q: 3 clusters Score -902828.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -902898.312500 Penalty: 4474.892090
	Iteration 20F: 3 clusters Score -902898.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -902958.687500 Penalty: 4474.892090
	Iteration 21Q: 3 clusters Score -902958.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -903022.875000 Penalty: 4474.892090
	Iteration 22Q: 3 clusters Score -903022.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -903114.437500 Penalty: 4474.892090
	Iteration 23Q: 3 clusters Score -903114.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -903255.187500 Penalty: 4474.892090
	Iteration 24Q: 3 clusters Score -903255.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -903356.500000 Penalty: 4474.892090
	Iteration 25Q: 3 clusters Score -903356.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -903402.437500 Penalty: 4474.892090
	Iteration 26Q: 3 clusters Score -903402.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -903427.000000 Penalty: 4474.892090
	Iteration 27Q: 3 clusters Score -903427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -903442.500000 Penalty: 4474.892090
	Iteration 28Q: 3 clusters Score -903442.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -903452.187500 Penalty: 4474.892090
	Iteration 29Q: 3 clusters Score -903452.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -903460.562500 Penalty: 4474.892090
	Iteration 30Q: 3 clusters Score -903460.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -903467.437500 Penalty: 4474.892090
	Iteration 31Q: 3 clusters Score -903467.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -903469.687500 Penalty: 4474.892090
	Iteration 32Q: 3 clusters Score -903469.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -903473.687500 Penalty: 4474.892090
	Iteration 33Q: 3 clusters Score -903473.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -903475.187500 Penalty: 4474.892090
	Iteration 34Q: 3 clusters Score -903475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -903477.000000 Penalty: 4474.892090
	Iteration 35Q: 3 clusters Score -903477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -903478.375000 Penalty: 4474.892090
	Iteration 36Q: 3 clusters Score -903478.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -903480.187500 Penalty: 4474.892090
	Iteration 37Q: 3 clusters Score -903480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -903481.812500 Penalty: 4474.892090
	Iteration 38Q: 3 clusters Score -903481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -903483.937500 Penalty: 4474.892090
	Iteration 39Q: 3 clusters Score -903483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -903484.375000 Penalty: 4474.892090
	Iteration 40F: 3 clusters Score -903484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -903489.500000 Penalty: 4474.892090
	Iteration 41Q: 3 clusters Score -903489.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -903487.937500 Penalty: 4474.892090
	Iteration 42Q: 3 clusters Score -903487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -903490.437500 Penalty: 4474.892090
	Iteration 43Q: 3 clusters Score -903490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -903490.062500 Penalty: 4474.892090
	Iteration 44Q: 3 clusters Score -903490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -903490.312500 Penalty: 4474.892090
	Iteration 45Q: 3 clusters Score -903490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -903489.437500 Penalty: 4474.892090
	Iteration 46Q: 3 clusters Score -903489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -903489.437500 Penalty: 4474.892090
	Iteration 47F: 3 clusters Score -903489.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Entering Unmasked Estep 
Score: -2876925.750000 Penalty: 2513.429932
	Iteration 0F: 2 clusters Score -2876926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2859569.750000 Penalty: 5026.859863
	Iteration 0F: 3 clusters Score -2859570 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2865738.500000 Penalty: 5026.859863
	Iteration 1F: 3 clusters Score -2865738 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2866380.250000 Penalty: 5026.859863
	Iteration 2F: 3 clusters Score -2866380 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2867109.750000 Penalty: 5026.859863
	Iteration 3F: 3 clusters Score -2867110 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2868095.250000 Penalty: 5026.859863
	Iteration 4F: 3 clusters Score -2868095 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2869492.750000 Penalty: 5026.859863
	Iteration 5F: 3 clusters Score -2869493 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2871004.000000 Penalty: 5026.859863
	Iteration 6F: 3 clusters Score -2871004 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2872277.000000 Penalty: 5026.859863
	Iteration 7F: 3 clusters Score -2872277 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2873166.500000 Penalty: 5026.859863
	Iteration 8F: 3 clusters Score -2873166 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2873757.500000 Penalty: 5026.859863
	Iteration 9Q: 3 clusters Score -2873758 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2874277.250000 Penalty: 5026.859863
	Iteration 10Q: 3 clusters Score -2874277 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2874911.500000 Penalty: 5026.859863
	Iteration 11Q: 3 clusters Score -2874912 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2875486.500000 Penalty: 5026.859863
	Iteration 12Q: 3 clusters Score -2875486 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2875857.500000 Penalty: 5026.859863
	Iteration 13Q: 3 clusters Score -2875858 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2876053.750000 Penalty: 5026.859863
	Iteration 14Q: 3 clusters Score -2876054 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2876148.250000 Penalty: 5026.859863
	Iteration 15Q: 3 clusters Score -2876148 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2876222.500000 Penalty: 5026.859863
	Iteration 16Q: 3 clusters Score -2876222 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2876274.500000 Penalty: 5026.859863
	Iteration 17Q: 3 clusters Score -2876274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2876327.750000 Penalty: 5026.859863
	Iteration 18Q: 3 clusters Score -2876328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2876372.750000 Penalty: 5026.859863
	Iteration 19Q: 3 clusters Score -2876373 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2876423.000000 Penalty: 5026.859863
	Iteration 20F: 3 clusters Score -2876423 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2876447.500000 Penalty: 5026.859863
	Iteration 21Q: 3 clusters Score -2876448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2876498.750000 Penalty: 5026.859863
	Iteration 22Q: 3 clusters Score -2876499 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2876514.250000 Penalty: 5026.859863
	Iteration 23Q: 3 clusters Score -2876514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2876545.000000 Penalty: 5026.859863
	Iteration 24Q: 3 clusters Score -2876545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2876560.750000 Penalty: 5026.859863
	Iteration 25Q: 3 clusters Score -2876561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2876564.250000 Penalty: 5026.859863
	Iteration 26Q: 3 clusters Score -2876564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2876572.500000 Penalty: 5026.859863
	Iteration 27Q: 3 clusters Score -2876572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2876583.250000 Penalty: 5026.859863
	Iteration 28Q: 3 clusters Score -2876583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2876587.750000 Penalty: 5026.859863
	Iteration 29Q: 3 clusters Score -2876588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2876581.250000 Penalty: 5026.859863
	Iteration 30Q: 3 clusters Score -2876581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2876587.500000 Penalty: 5026.859863
	Iteration 31Q: 3 clusters Score -2876588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2876588.000000 Penalty: 5026.859863
	Iteration 32Q: 3 clusters Score -2876588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2876589.500000 Penalty: 5026.859863
	Iteration 33Q: 3 clusters Score -2876590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2876594.500000 Penalty: 5026.859863
	Iteration 34Q: 3 clusters Score -2876594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2876599.000000 Penalty: 5026.859863
	Iteration 35Q: 3 clusters Score -2876599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2876601.750000 Penalty: 5026.859863
	Iteration 36Q: 3 clusters Score -2876602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2876604.000000 Penalty: 5026.859863
	Iteration 37Q: 3 clusters Score -2876604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2876605.500000 Penalty: 5026.859863
	Iteration 38Q: 3 clusters Score -2876606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2876602.000000 Penalty: 5026.859863
	Iteration 39Q: 3 clusters Score -2876602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2876605.000000 Penalty: 5026.859863
	Iteration 40F: 3 clusters Score -2876605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2876611.750000 Penalty: 5026.859863
	Iteration 41Q: 3 clusters Score -2876612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2876610.000000 Penalty: 5026.859863
	Iteration 42Q: 3 clusters Score -2876610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2876611.750000 Penalty: 5026.859863
	Iteration 43Q: 3 clusters Score -2876612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2876612.750000 Penalty: 5026.859863
	Iteration 44Q: 3 clusters Score -2876613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2876611.250000 Penalty: 5026.859863
	Iteration 45Q: 3 clusters Score -2876611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2876615.250000 Penalty: 5026.859863
	Iteration 46Q: 3 clusters Score -2876615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2876615.250000 Penalty: 5026.859863
	Iteration 47F: 3 clusters Score -2876615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Entering Unmasked Estep 
Score: -5125919.000000 Penalty: 2659.113525
	Iteration 0F: 2 clusters Score -5125919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -5095159.000000 Penalty: 5318.227051
	Iteration 0F: 3 clusters Score -5095159 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -5106873.000000 Penalty: 5318.227051
	Iteration 1F: 3 clusters Score -5106873 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -5107803.000000 Penalty: 5318.227051
	Iteration 2Q: 3 clusters Score -5107803 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5108965.000000 Penalty: 5318.227051
	Iteration 3Q: 3 clusters Score -5108965 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -5110371.500000 Penalty: 5318.227051
	Iteration 4F: 3 clusters Score -5110372 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -5111818.500000 Penalty: 5318.227051
	Iteration 5F: 3 clusters Score -5111818 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -5113303.500000 Penalty: 5318.227051
	Iteration 6F: 3 clusters Score -5113304 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5114968.000000 Penalty: 5318.227051
	Iteration 7F: 3 clusters Score -5114968 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -5117002.000000 Penalty: 5318.227051
	Iteration 8F: 3 clusters Score -5117002 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -5119073.500000 Penalty: 5318.227051
	Iteration 9F: 3 clusters Score -5119074 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5120737.000000 Penalty: 5318.227051
	Iteration 10F: 3 clusters Score -5120737 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5121752.500000 Penalty: 5318.227051
	Iteration 11Q: 3 clusters Score -5121752 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5122287.500000 Penalty: 5318.227051
	Iteration 12Q: 3 clusters Score -5122288 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5122624.500000 Penalty: 5318.227051
	Iteration 13Q: 3 clusters Score -5122624 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -5122884.500000 Penalty: 5318.227051
	Iteration 14Q: 3 clusters Score -5122884 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -5123066.500000 Penalty: 5318.227051
	Iteration 15Q: 3 clusters Score -5123066 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -5123191.000000 Penalty: 5318.227051
	Iteration 16Q: 3 clusters Score -5123191 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -5123332.000000 Penalty: 5318.227051
	Iteration 17Q: 3 clusters Score -5123332 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -5123455.000000 Penalty: 5318.227051
	Iteration 18Q: 3 clusters Score -5123455 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -5123565.500000 Penalty: 5318.227051
	Iteration 19Q: 3 clusters Score -5123566 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -5123665.000000 Penalty: 5318.227051
	Iteration 20F: 3 clusters Score -5123665 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -5123725.000000 Penalty: 5318.227051
	Iteration 21Q: 3 clusters Score -5123725 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -5123784.500000 Penalty: 5318.227051
	Iteration 22Q: 3 clusters Score -5123784 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -5123851.000000 Penalty: 5318.227051
	Iteration 23Q: 3 clusters Score -5123851 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5123916.500000 Penalty: 5318.227051
	Iteration 24Q: 3 clusters Score -5123916 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5123980.000000 Penalty: 5318.227051
	Iteration 25Q: 3 clusters Score -5123980 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -5124029.500000 Penalty: 5318.227051
	Iteration 26Q: 3 clusters Score -5124030 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5124085.000000 Penalty: 5318.227051
	Iteration 27Q: 3 clusters Score -5124085 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -5124133.500000 Penalty: 5318.227051
	Iteration 28Q: 3 clusters Score -5124134 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5124187.000000 Penalty: 5318.227051
	Iteration 29Q: 3 clusters Score -5124187 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5124237.500000 Penalty: 5318.227051
	Iteration 30Q: 3 clusters Score -5124238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5124289.500000 Penalty: 5318.227051
	Iteration 31Q: 3 clusters Score -5124290 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -5124313.500000 Penalty: 5318.227051
	Iteration 32Q: 3 clusters Score -5124314 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -5124339.000000 Penalty: 5318.227051
	Iteration 33Q: 3 clusters Score -5124339 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -5124380.000000 Penalty: 5318.227051
	Iteration 34Q: 3 clusters Score -5124380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5124395.000000 Penalty: 5318.227051
	Iteration 35Q: 3 clusters Score -5124395 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -5124411.500000 Penalty: 5318.227051
	Iteration 36Q: 3 clusters Score -5124412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -5124424.500000 Penalty: 5318.227051
	Iteration 37Q: 3 clusters Score -5124424 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5124444.000000 Penalty: 5318.227051
	Iteration 38Q: 3 clusters Score -5124444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -5124451.500000 Penalty: 5318.227051
	Iteration 39Q: 3 clusters Score -5124452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -5124448.500000 Penalty: 5318.227051
	Iteration 40F: 3 clusters Score -5124448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -5124441.500000 Penalty: 5318.227051
	Iteration 41Q: 3 clusters Score -5124442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5124452.000000 Penalty: 5318.227051
	Iteration 42Q: 3 clusters Score -5124452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -5124471.000000 Penalty: 5318.227051
	Iteration 43Q: 3 clusters Score -5124471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -5124464.500000 Penalty: 5318.227051
	Iteration 44Q: 3 clusters Score -5124464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -5124476.500000 Penalty: 5318.227051
	Iteration 45Q: 3 clusters Score -5124476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -5124478.500000 Penalty: 5318.227051
	Iteration 46Q: 3 clusters Score -5124478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -5124478.500000 Penalty: 5318.227051
	Iteration 47Q: 3 clusters Score -5124478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5124488.500000 Penalty: 5318.227051
	Iteration 48Q: 3 clusters Score -5124488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -5124473.000000 Penalty: 5318.227051
	Iteration 49Q: 3 clusters Score -5124473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5124473.000000 Penalty: 5318.227051
	Iteration 50Q: 3 clusters Score -5124473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -5124476.000000 Penalty: 5318.227051
	Iteration 51Q: 3 clusters Score -5124476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -5124486.500000 Penalty: 5318.227051
	Iteration 52Q: 3 clusters Score -5124486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5124492.500000 Penalty: 5318.227051
	Iteration 53Q: 3 clusters Score -5124492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5124499.000000 Penalty: 5318.227051
	Iteration 54Q: 3 clusters Score -5124499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5124498.000000 Penalty: 5318.227051
	Iteration 55Q: 3 clusters Score -5124498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -5124498.000000 Penalty: 5318.227051
	Iteration 56Q: 3 clusters Score -5124498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5124501.500000 Penalty: 5318.227051
	Iteration 57Q: 3 clusters Score -5124502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -5124505.000000 Penalty: 5318.227051
	Iteration 58Q: 3 clusters Score -5124505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5124514.000000 Penalty: 5318.227051
	Iteration 59Q: 3 clusters Score -5124514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5124513.500000 Penalty: 5318.227051
	Iteration 60F: 3 clusters Score -5124514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5124518.000000 Penalty: 5318.227051
	Iteration 61Q: 3 clusters Score -5124518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5124521.000000 Penalty: 5318.227051
	Iteration 62Q: 3 clusters Score -5124521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -5124513.000000 Penalty: 5318.227051
	Iteration 63Q: 3 clusters Score -5124513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5124511.000000 Penalty: 5318.227051
	Iteration 64Q: 3 clusters Score -5124511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5124515.500000 Penalty: 5318.227051
	Iteration 65Q: 3 clusters Score -5124516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5124512.000000 Penalty: 5318.227051
	Iteration 66Q: 3 clusters Score -5124512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5124511.000000 Penalty: 5318.227051
	Iteration 67Q: 3 clusters Score -5124511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -5124509.000000 Penalty: 5318.227051
	Iteration 68Q: 3 clusters Score -5124509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -5124510.000000 Penalty: 5318.227051
	Iteration 69Q: 3 clusters Score -5124510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -5124509.000000 Penalty: 5318.227051
	Iteration 70Q: 3 clusters Score -5124509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5124507.500000 Penalty: 5318.227051
	Iteration 71Q: 3 clusters Score -5124508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -5124508.000000 Penalty: 5318.227051
	Iteration 72Q: 3 clusters Score -5124508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -5124511.000000 Penalty: 5318.227051
	Iteration 73Q: 3 clusters Score -5124511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -5124513.000000 Penalty: 5318.227051
	Iteration 74Q: 3 clusters Score -5124513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5124515.500000 Penalty: 5318.227051
	Iteration 75Q: 3 clusters Score -5124516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -5124526.000000 Penalty: 5318.227051
	Iteration 76Q: 3 clusters Score -5124526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5124515.000000 Penalty: 5318.227051
	Iteration 77Q: 3 clusters Score -5124515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5124512.000000 Penalty: 5318.227051
	Iteration 78Q: 3 clusters Score -5124512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5124508.000000 Penalty: 5318.227051
	Iteration 79Q: 3 clusters Score -5124508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5124509.500000 Penalty: 5318.227051
	Iteration 80F: 3 clusters Score -5124510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5124506.500000 Penalty: 5318.227051
	Iteration 81Q: 3 clusters Score -5124506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5124506.500000 Penalty: 5318.227051
	Iteration 82Q: 3 clusters Score -5124506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5124509.500000 Penalty: 5318.227051
	Iteration 83Q: 3 clusters Score -5124510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -5124508.500000 Penalty: 5318.227051
	Iteration 84Q: 3 clusters Score -5124508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -5124504.500000 Penalty: 5318.227051
	Iteration 85Q: 3 clusters Score -5124504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5124503.000000 Penalty: 5318.227051
	Iteration 86Q: 3 clusters Score -5124503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5124499.500000 Penalty: 5318.227051
	Iteration 87Q: 3 clusters Score -5124500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -5124498.000000 Penalty: 5318.227051
	Iteration 88Q: 3 clusters Score -5124498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5124500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5124500.000000 Penalty: 5318.227051
	Iteration 90F: 3 clusters Score -5124500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Entering Unmasked Estep 
Score: -1261915.375000 Penalty: 2330.061279
	Iteration 0F: 2 clusters Score -1261915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1252957.750000 Penalty: 4660.122559
	Iteration 0F: 3 clusters Score -1252958 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1255782.000000 Penalty: 4660.122559
	Iteration 1F: 3 clusters Score -1255782 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1256155.625000 Penalty: 4660.122559
	Iteration 2F: 3 clusters Score -1256156 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1256443.375000 Penalty: 4660.122559
	Iteration 3F: 3 clusters Score -1256443 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1256711.125000 Penalty: 4660.122559
	Iteration 4Q: 3 clusters Score -1256711 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1256970.000000 Penalty: 4660.122559
	Iteration 5Q: 3 clusters Score -1256970 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1257269.250000 Penalty: 4660.122559
	Iteration 6Q: 3 clusters Score -1257269 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1257575.250000 Penalty: 4660.122559
	Iteration 7Q: 3 clusters Score -1257575 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1257874.125000 Penalty: 4660.122559
	Iteration 8Q: 3 clusters Score -1257874 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1258192.000000 Penalty: 4660.122559
	Iteration 9Q: 3 clusters Score -1258192 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1258537.875000 Penalty: 4660.122559
	Iteration 10Q: 3 clusters Score -1258538 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1258853.875000 Penalty: 4660.122559
	Iteration 11Q: 3 clusters Score -1258854 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1259166.625000 Penalty: 4660.122559
	Iteration 12Q: 3 clusters Score -1259167 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1259459.125000 Penalty: 4660.122559
	Iteration 13Q: 3 clusters Score -1259459 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1259695.125000 Penalty: 4660.122559
	Iteration 14Q: 3 clusters Score -1259695 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1259868.750000 Penalty: 4660.122559
	Iteration 15Q: 3 clusters Score -1259869 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1260003.875000 Penalty: 4660.122559
	Iteration 16Q: 3 clusters Score -1260004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1260101.625000 Penalty: 4660.122559
	Iteration 17Q: 3 clusters Score -1260102 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1260173.000000 Penalty: 4660.122559
	Iteration 18Q: 3 clusters Score -1260173 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1260235.375000 Penalty: 4660.122559
	Iteration 19Q: 3 clusters Score -1260235 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1260277.125000 Penalty: 4660.122559
	Iteration 20F: 3 clusters Score -1260277 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1260305.875000 Penalty: 4660.122559
	Iteration 21Q: 3 clusters Score -1260306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1260330.625000 Penalty: 4660.122559
	Iteration 22Q: 3 clusters Score -1260331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1260354.750000 Penalty: 4660.122559
	Iteration 23Q: 3 clusters Score -1260355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1260380.875000 Penalty: 4660.122559
	Iteration 24Q: 3 clusters Score -1260381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1260395.875000 Penalty: 4660.122559
	Iteration 25Q: 3 clusters Score -1260396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1260408.875000 Penalty: 4660.122559
	Iteration 26Q: 3 clusters Score -1260409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1260417.000000 Penalty: 4660.122559
	Iteration 27Q: 3 clusters Score -1260417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1260422.500000 Penalty: 4660.122559
	Iteration 28Q: 3 clusters Score -1260422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1260429.125000 Penalty: 4660.122559
	Iteration 29Q: 3 clusters Score -1260429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1260438.875000 Penalty: 4660.122559
	Iteration 30Q: 3 clusters Score -1260439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1260440.625000 Penalty: 4660.122559
	Iteration 31Q: 3 clusters Score -1260441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1260448.000000 Penalty: 4660.122559
	Iteration 32Q: 3 clusters Score -1260448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1260451.250000 Penalty: 4660.122559
	Iteration 33Q: 3 clusters Score -1260451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1260454.250000 Penalty: 4660.122559
	Iteration 34Q: 3 clusters Score -1260454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1260454.375000 Penalty: 4660.122559
	Iteration 35Q: 3 clusters Score -1260454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1260459.375000 Penalty: 4660.122559
	Iteration 36Q: 3 clusters Score -1260459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1260462.625000 Penalty: 4660.122559
	Iteration 37Q: 3 clusters Score -1260463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1260462.625000 Penalty: 4660.122559
	Iteration 38Q: 3 clusters Score -1260463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1260467.375000 Penalty: 4660.122559
	Iteration 39Q: 3 clusters Score -1260467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1260469.000000 Penalty: 4660.122559
	Iteration 40F: 3 clusters Score -1260469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1260464.625000 Penalty: 4660.122559
	Iteration 41Q: 3 clusters Score -1260465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1260467.500000 Penalty: 4660.122559
	Iteration 42Q: 3 clusters Score -1260468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1260469.125000 Penalty: 4660.122559
	Iteration 43Q: 3 clusters Score -1260469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1260472.750000 Penalty: 4660.122559
	Iteration 44Q: 3 clusters Score -1260473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1260476.500000 Penalty: 4660.122559
	Iteration 45Q: 3 clusters Score -1260476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1260473.625000 Penalty: 4660.122559
	Iteration 46Q: 3 clusters Score -1260474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1260474.875000 Penalty: 4660.122559
	Iteration 47Q: 3 clusters Score -1260475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1260476.750000 Penalty: 4660.122559
	Iteration 48Q: 3 clusters Score -1260477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1260475.375000 Penalty: 4660.122559
	Iteration 49Q: 3 clusters Score -1260475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1260478.625000 Penalty: 4660.122559
	Iteration 50Q: 3 clusters Score -1260479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1260479.750000 Penalty: 4660.122559
	Iteration 51Q: 3 clusters Score -1260480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1260480.250000 Penalty: 4660.122559
	Iteration 52Q: 3 clusters Score -1260480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1260480.250000 Penalty: 4660.122559
	Iteration 53F: 3 clusters Score -1260480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Entering Unmasked Estep 
Score: -1183808.375000 Penalty: 2302.261230
	Iteration 0F: 2 clusters Score -1183808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1175679.375000 Penalty: 4604.522461
	Iteration 0F: 3 clusters Score -1175679 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1178128.000000 Penalty: 4604.522461
	Iteration 1F: 3 clusters Score -1178128 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1178511.500000 Penalty: 4604.522461
	Iteration 2F: 3 clusters Score -1178512 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1178879.625000 Penalty: 4604.522461
	Iteration 3F: 3 clusters Score -1178880 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1179241.250000 Penalty: 4604.522461
	Iteration 4F: 3 clusters Score -1179241 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1179582.750000 Penalty: 4604.522461
	Iteration 5F: 3 clusters Score -1179583 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1179954.500000 Penalty: 4604.522461
	Iteration 6F: 3 clusters Score -1179954 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1180283.125000 Penalty: 4604.522461
	Iteration 7F: 3 clusters Score -1180283 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1180595.250000 Penalty: 4604.522461
	Iteration 8Q: 3 clusters Score -1180595 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1180881.250000 Penalty: 4604.522461
	Iteration 9Q: 3 clusters Score -1180881 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1181141.375000 Penalty: 4604.522461
	Iteration 10Q: 3 clusters Score -1181141 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1181421.000000 Penalty: 4604.522461
	Iteration 11Q: 3 clusters Score -1181421 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1181665.875000 Penalty: 4604.522461
	Iteration 12Q: 3 clusters Score -1181666 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1181873.875000 Penalty: 4604.522461
	Iteration 13Q: 3 clusters Score -1181874 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1182051.500000 Penalty: 4604.522461
	Iteration 14Q: 3 clusters Score -1182052 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1182196.125000 Penalty: 4604.522461
	Iteration 15Q: 3 clusters Score -1182196 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1182302.625000 Penalty: 4604.522461
	Iteration 16Q: 3 clusters Score -1182303 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1182377.125000 Penalty: 4604.522461
	Iteration 17Q: 3 clusters Score -1182377 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1182448.625000 Penalty: 4604.522461
	Iteration 18Q: 3 clusters Score -1182449 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1182485.750000 Penalty: 4604.522461
	Iteration 19Q: 3 clusters Score -1182486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1182505.625000 Penalty: 4604.522461
	Iteration 20F: 3 clusters Score -1182506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1182520.125000 Penalty: 4604.522461
	Iteration 21Q: 3 clusters Score -1182520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1182525.625000 Penalty: 4604.522461
	Iteration 22Q: 3 clusters Score -1182526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1182529.500000 Penalty: 4604.522461
	Iteration 23Q: 3 clusters Score -1182530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1182534.250000 Penalty: 4604.522461
	Iteration 24Q: 3 clusters Score -1182534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1182539.750000 Penalty: 4604.522461
	Iteration 25Q: 3 clusters Score -1182540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1182543.375000 Penalty: 4604.522461
	Iteration 26Q: 3 clusters Score -1182543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1182544.125000 Penalty: 4604.522461
	Iteration 27Q: 3 clusters Score -1182544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1182545.875000 Penalty: 4604.522461
	Iteration 28Q: 3 clusters Score -1182546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1182545.500000 Penalty: 4604.522461
	Iteration 29Q: 3 clusters Score -1182546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1182550.750000 Penalty: 4604.522461
	Iteration 30Q: 3 clusters Score -1182551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1182550.375000 Penalty: 4604.522461
	Iteration 31Q: 3 clusters Score -1182550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1182553.750000 Penalty: 4604.522461
	Iteration 32Q: 3 clusters Score -1182554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1182554.625000 Penalty: 4604.522461
	Iteration 33Q: 3 clusters Score -1182555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1182553.375000 Penalty: 4604.522461
	Iteration 34Q: 3 clusters Score -1182553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1182557.000000 Penalty: 4604.522461
	Iteration 35Q: 3 clusters Score -1182557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1182562.625000 Penalty: 4604.522461
	Iteration 36Q: 3 clusters Score -1182563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1182564.125000 Penalty: 4604.522461
	Iteration 37Q: 3 clusters Score -1182564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1182564.625000 Penalty: 4604.522461
	Iteration 38Q: 3 clusters Score -1182565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1182566.500000 Penalty: 4604.522461
	Iteration 39Q: 3 clusters Score -1182566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1182568.625000 Penalty: 4604.522461
	Iteration 40F: 3 clusters Score -1182569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1182569.625000 Penalty: 4604.522461
	Iteration 41Q: 3 clusters Score -1182570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1182569.875000 Penalty: 4604.522461
	Iteration 42Q: 3 clusters Score -1182570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1182569.875000 Penalty: 4604.522461
	Iteration 43F: 3 clusters Score -1182570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1025196.687500 Penalty: 2273.652588
	Iteration 0F: 2 clusters Score -1025197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1017897.437500 Penalty: 4547.305176
	Iteration 0F: 3 clusters Score -1017897 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1020048.812500 Penalty: 4547.305176
	Iteration 1F: 3 clusters Score -1020049 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1020406.000000 Penalty: 4547.305176
	Iteration 2F: 3 clusters Score -1020406 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1020688.875000 Penalty: 4547.305176
	Iteration 3F: 3 clusters Score -1020689 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1020927.437500 Penalty: 4547.305176
	Iteration 4Q: 3 clusters Score -1020927 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1021198.875000 Penalty: 4547.305176
	Iteration 5Q: 3 clusters Score -1021199 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1021481.062500 Penalty: 4547.305176
	Iteration 6Q: 3 clusters Score -1021481 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1021747.187500 Penalty: 4547.305176
	Iteration 7Q: 3 clusters Score -1021747 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1022011.625000 Penalty: 4547.305176
	Iteration 8Q: 3 clusters Score -1022012 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1022297.625000 Penalty: 4547.305176
	Iteration 9Q: 3 clusters Score -1022298 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1022545.500000 Penalty: 4547.305176
	Iteration 10Q: 3 clusters Score -1022546 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1022797.312500 Penalty: 4547.305176
	Iteration 11Q: 3 clusters Score -1022797 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1023030.812500 Penalty: 4547.305176
	Iteration 12Q: 3 clusters Score -1023031 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1023259.312500 Penalty: 4547.305176
	Iteration 13Q: 3 clusters Score -1023259 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1023424.812500 Penalty: 4547.305176
	Iteration 14Q: 3 clusters Score -1023425 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1023525.500000 Penalty: 4547.305176
	Iteration 15Q: 3 clusters Score -1023526 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1023604.375000 Penalty: 4547.305176
	Iteration 16Q: 3 clusters Score -1023604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1023659.750000 Penalty: 4547.305176
	Iteration 17Q: 3 clusters Score -1023660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1023703.312500 Penalty: 4547.305176
	Iteration 18Q: 3 clusters Score -1023703 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1023729.812500 Penalty: 4547.305176
	Iteration 19Q: 3 clusters Score -1023730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1023751.562500 Penalty: 4547.305176
	Iteration 20F: 3 clusters Score -1023752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1023776.375000 Penalty: 4547.305176
	Iteration 21Q: 3 clusters Score -1023776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1023802.062500 Penalty: 4547.305176
	Iteration 22Q: 3 clusters Score -1023802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1023815.000000 Penalty: 4547.305176
	Iteration 23Q: 3 clusters Score -1023815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1023822.062500 Penalty: 4547.305176
	Iteration 24Q: 3 clusters Score -1023822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1023829.500000 Penalty: 4547.305176
	Iteration 25Q: 3 clusters Score -1023830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1023830.687500 Penalty: 4547.305176
	Iteration 26Q: 3 clusters Score -1023831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1023833.687500 Penalty: 4547.305176
	Iteration 27Q: 3 clusters Score -1023834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1023836.625000 Penalty: 4547.305176
	Iteration 28Q: 3 clusters Score -1023837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1023837.687500 Penalty: 4547.305176
	Iteration 29Q: 3 clusters Score -1023838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1023840.062500 Penalty: 4547.305176
	Iteration 30Q: 3 clusters Score -1023840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1023841.062500 Penalty: 4547.305176
	Iteration 31Q: 3 clusters Score -1023841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1023844.937500 Penalty: 4547.305176
	Iteration 32Q: 3 clusters Score -1023845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1023850.125000 Penalty: 4547.305176
	Iteration 33Q: 3 clusters Score -1023850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1023847.375000 Penalty: 4547.305176
	Iteration 34Q: 3 clusters Score -1023847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1023849.750000 Penalty: 4547.305176
	Iteration 35Q: 3 clusters Score -1023850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1023851.437500 Penalty: 4547.305176
	Iteration 36Q: 3 clusters Score -1023851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1023851.875000 Penalty: 4547.305176
	Iteration 37Q: 3 clusters Score -1023852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1023854.250000 Penalty: 4547.305176
	Iteration 38Q: 3 clusters Score -1023854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1023856.250000 Penalty: 4547.305176
	Iteration 39Q: 3 clusters Score -1023856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1023858.125000 Penalty: 4547.305176
	Iteration 40F: 3 clusters Score -1023858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1023857.000000 Penalty: 4547.305176
	Iteration 41Q: 3 clusters Score -1023857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1023860.250000 Penalty: 4547.305176
	Iteration 42Q: 3 clusters Score -1023860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1023861.812500 Penalty: 4547.305176
	Iteration 43Q: 3 clusters Score -1023862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1023862.125000 Penalty: 4547.305176
	Iteration 44Q: 3 clusters Score -1023862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1023862.062500 Penalty: 4547.305176
	Iteration 45Q: 3 clusters Score -1023862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1023864.312500 Penalty: 4547.305176
	Iteration 46Q: 3 clusters Score -1023864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1023863.562500 Penalty: 4547.305176
	Iteration 47Q: 3 clusters Score -1023864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1023865.000000 Penalty: 4547.305176
	Iteration 48Q: 3 clusters Score -1023865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1023867.000000 Penalty: 4547.305176
	Iteration 49Q: 3 clusters Score -1023867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1023867.562500 Penalty: 4547.305176
	Iteration 50Q: 3 clusters Score -1023868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1023868.250000 Penalty: 4547.305176
	Iteration 51Q: 3 clusters Score -1023868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1023870.687500 Penalty: 4547.305176
	Iteration 52Q: 3 clusters Score -1023871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1023871.937500 Penalty: 4547.305176
	Iteration 53Q: 3 clusters Score -1023872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1023874.875000 Penalty: 4547.305176
	Iteration 54Q: 3 clusters Score -1023875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1023875.687500 Penalty: 4547.305176
	Iteration 55Q: 3 clusters Score -1023876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1023880.000000 Penalty: 4547.305176
	Iteration 56Q: 3 clusters Score -1023880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1023880.625000 Penalty: 4547.305176
	Iteration 57Q: 3 clusters Score -1023881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1023882.750000 Penalty: 4547.305176
	Iteration 58Q: 3 clusters Score -1023883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1023884.125000 Penalty: 4547.305176
	Iteration 59Q: 3 clusters Score -1023884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1023886.875000 Penalty: 4547.305176
	Iteration 60F: 3 clusters Score -1023887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1023886.250000 Penalty: 4547.305176
	Iteration 61Q: 3 clusters Score -1023886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1023886.625000 Penalty: 4547.305176
	Iteration 62Q: 3 clusters Score -1023887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1023886.062500 Penalty: 4547.305176
	Iteration 63Q: 3 clusters Score -1023886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1023886.250000 Penalty: 4547.305176
	Iteration 64Q: 3 clusters Score -1023886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1023887.625000 Penalty: 4547.305176
	Iteration 65Q: 3 clusters Score -1023888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1023888.875000 Penalty: 4547.305176
	Iteration 66Q: 3 clusters Score -1023889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1023888.000000 Penalty: 4547.305176
	Iteration 67Q: 3 clusters Score -1023888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1023890.437500 Penalty: 4547.305176
	Iteration 68Q: 3 clusters Score -1023890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1023891.625000 Penalty: 4547.305176
	Iteration 69Q: 3 clusters Score -1023892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1023890.750000 Penalty: 4547.305176
	Iteration 70Q: 3 clusters Score -1023891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1023891.812500 Penalty: 4547.305176
	Iteration 71Q: 3 clusters Score -1023892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1023890.750000 Penalty: 4547.305176
	Iteration 72Q: 3 clusters Score -1023891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1023891.500000 Penalty: 4547.305176
	Iteration 73Q: 3 clusters Score -1023892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1023891.500000 Penalty: 4547.305176
	Iteration 74F: 3 clusters Score -1023892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -140543.562500 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -140543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138287.906250 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -138287.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138659.296875 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -138659.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -138773.437500 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -138773.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138854.765625 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -138854.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138921.531250 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -138921.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -138962.093750 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -138962.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138990.484375 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -138990.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -139013.093750 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -139013.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139034.171875 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -139034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139046.375000 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -139046.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139069.171875 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -139069.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -139091.015625 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -139091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -139114.671875 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -139114.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -139135.140625 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -139135.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139148.765625 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -139148.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139166.796875 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -139166.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139190.531250 Penalty: 3607.798096
	Iteration 16Q: 3 clusters Score -139190.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -139216.296875 Penalty: 3607.798096
	Iteration 17Q: 3 clusters Score -139216.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -139249.859375 Penalty: 3607.798096
	Iteration 18Q: 3 clusters Score -139249.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139285.687500 Penalty: 3607.798096
	Iteration 19Q: 3 clusters Score -139285.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -139323.375000 Penalty: 3607.798096
	Iteration 20F: 3 clusters Score -139323.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139368.281250 Penalty: 3607.798096
	Iteration 21Q: 3 clusters Score -139368.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -139442.031250 Penalty: 3607.798096
	Iteration 22Q: 3 clusters Score -139442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139528.468750 Penalty: 3607.798096
	Iteration 23Q: 3 clusters Score -139528.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -139603.609375 Penalty: 3607.798096
	Iteration 24Q: 3 clusters Score -139603.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -139634.015625 Penalty: 3607.798096
	Iteration 25Q: 3 clusters Score -139634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -139653.343750 Penalty: 3607.798096
	Iteration 26Q: 3 clusters Score -139653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139658.546875 Penalty: 3607.798096
	Iteration 27Q: 3 clusters Score -139658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -139661.484375 Penalty: 3607.798096
	Iteration 28Q: 3 clusters Score -139661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139665.796875 Penalty: 3607.798096
	Iteration 29Q: 3 clusters Score -139665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -139668.031250 Penalty: 3607.798096
	Iteration 30Q: 3 clusters Score -139668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139670.187500 Penalty: 3607.798096
	Iteration 31Q: 3 clusters Score -139670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -139671.171875 Penalty: 3607.798096
	Iteration 32Q: 3 clusters Score -139671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -139672.109375 Penalty: 3607.798096
	Iteration 33Q: 3 clusters Score -139672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -139673.875000 Penalty: 3607.798096
	Iteration 34Q: 3 clusters Score -139673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -139674.656250 Penalty: 3607.798096
	Iteration 35Q: 3 clusters Score -139674.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139675.343750 Penalty: 3607.798096
	Iteration 36Q: 3 clusters Score -139675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139675.343750 Penalty: 3607.798096
	Iteration 37F: 3 clusters Score -139675.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Entering Unmasked Estep 
Score: -1284384.625000 Penalty: 2334.372314
	Iteration 0F: 2 clusters Score -1284385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1275273.625000 Penalty: 4668.744629
	Iteration 0F: 3 clusters Score -1275274 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1278326.750000 Penalty: 4668.744629
	Iteration 1F: 3 clusters Score -1278327 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1278856.500000 Penalty: 4668.744629
	Iteration 2F: 3 clusters Score -1278856 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1279415.625000 Penalty: 4668.744629
	Iteration 3F: 3 clusters Score -1279416 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1279946.625000 Penalty: 4668.744629
	Iteration 4F: 3 clusters Score -1279947 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1280392.625000 Penalty: 4668.744629
	Iteration 5F: 3 clusters Score -1280393 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1280751.250000 Penalty: 4668.744629
	Iteration 6Q: 3 clusters Score -1280751 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1281037.625000 Penalty: 4668.744629
	Iteration 7Q: 3 clusters Score -1281038 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1281231.000000 Penalty: 4668.744629
	Iteration 8Q: 3 clusters Score -1281231 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1281337.625000 Penalty: 4668.744629
	Iteration 9Q: 3 clusters Score -1281338 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1281428.625000 Penalty: 4668.744629
	Iteration 10Q: 3 clusters Score -1281429 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1281496.500000 Penalty: 4668.744629
	Iteration 11Q: 3 clusters Score -1281496 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1281546.750000 Penalty: 4668.744629
	Iteration 12Q: 3 clusters Score -1281547 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1281586.500000 Penalty: 4668.744629
	Iteration 13Q: 3 clusters Score -1281586 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1281616.000000 Penalty: 4668.744629
	Iteration 14Q: 3 clusters Score -1281616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1281639.625000 Penalty: 4668.744629
	Iteration 15Q: 3 clusters Score -1281640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1281658.500000 Penalty: 4668.744629
	Iteration 16Q: 3 clusters Score -1281658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1281675.000000 Penalty: 4668.744629
	Iteration 17Q: 3 clusters Score -1281675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1281687.000000 Penalty: 4668.744629
	Iteration 18Q: 3 clusters Score -1281687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1281691.875000 Penalty: 4668.744629
	Iteration 19Q: 3 clusters Score -1281692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1281697.875000 Penalty: 4668.744629
	Iteration 20F: 3 clusters Score -1281698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1281700.875000 Penalty: 4668.744629
	Iteration 21Q: 3 clusters Score -1281701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1281706.875000 Penalty: 4668.744629
	Iteration 22Q: 3 clusters Score -1281707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1281705.750000 Penalty: 4668.744629
	Iteration 23Q: 3 clusters Score -1281706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1281711.125000 Penalty: 4668.744629
	Iteration 24Q: 3 clusters Score -1281711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1281714.500000 Penalty: 4668.744629
	Iteration 25Q: 3 clusters Score -1281714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1281719.375000 Penalty: 4668.744629
	Iteration 26Q: 3 clusters Score -1281719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1281723.875000 Penalty: 4668.744629
	Iteration 27Q: 3 clusters Score -1281724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1281724.125000 Penalty: 4668.744629
	Iteration 28Q: 3 clusters Score -1281724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1281723.750000 Penalty: 4668.744629
	Iteration 29Q: 3 clusters Score -1281724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1281723.375000 Penalty: 4668.744629
	Iteration 30Q: 3 clusters Score -1281723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1281722.375000 Penalty: 4668.744629
	Iteration 31Q: 3 clusters Score -1281722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1281724.625000 Penalty: 4668.744629
	Iteration 32Q: 3 clusters Score -1281725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1281724.000000 Penalty: 4668.744629
	Iteration 33Q: 3 clusters Score -1281724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1281726.625000 Penalty: 4668.744629
	Iteration 34Q: 3 clusters Score -1281727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1281727.250000 Penalty: 4668.744629
	Iteration 35Q: 3 clusters Score -1281727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1281728.375000 Penalty: 4668.744629
	Iteration 36Q: 3 clusters Score -1281728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1281728.000000 Penalty: 4668.744629
	Iteration 37Q: 3 clusters Score -1281728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1281730.500000 Penalty: 4668.744629
	Iteration 38Q: 3 clusters Score -1281730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1281729.750000 Penalty: 4668.744629
	Iteration 39Q: 3 clusters Score -1281730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1281727.500000 Penalty: 4668.744629
	Iteration 40F: 3 clusters Score -1281728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Entering Unmasked Estep 
Score: -627633.625000 Penalty: 2152.427246
	Iteration 0F: 2 clusters Score -627633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -622555.187500 Penalty: 4304.854492
	Iteration 0F: 3 clusters Score -622555.2 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -623850.562500 Penalty: 4304.854492
	Iteration 1F: 3 clusters Score -623850.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -624162.312500 Penalty: 4304.854492
	Iteration 2F: 3 clusters Score -624162.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -624428.250000 Penalty: 4304.854492
	Iteration 3F: 3 clusters Score -624428.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -624665.062500 Penalty: 4304.854492
	Iteration 4F: 3 clusters Score -624665.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -624925.562500 Penalty: 4304.854492
	Iteration 5F: 3 clusters Score -624925.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -625137.937500 Penalty: 4304.854492
	Iteration 6Q: 3 clusters Score -625137.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -625321.937500 Penalty: 4304.854492
	Iteration 7Q: 3 clusters Score -625321.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -625477.312500 Penalty: 4304.854492
	Iteration 8Q: 3 clusters Score -625477.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -625602.250000 Penalty: 4304.854492
	Iteration 9Q: 3 clusters Score -625602.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -625719.875000 Penalty: 4304.854492
	Iteration 10Q: 3 clusters Score -625719.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -625820.312500 Penalty: 4304.854492
	Iteration 11Q: 3 clusters Score -625820.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -625893.437500 Penalty: 4304.854492
	Iteration 12Q: 3 clusters Score -625893.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -625944.562500 Penalty: 4304.854492
	Iteration 13Q: 3 clusters Score -625944.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -625987.250000 Penalty: 4304.854492
	Iteration 14Q: 3 clusters Score -625987.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -626025.375000 Penalty: 4304.854492
	Iteration 15Q: 3 clusters Score -626025.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -626062.250000 Penalty: 4304.854492
	Iteration 16Q: 3 clusters Score -626062.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -626104.187500 Penalty: 4304.854492
	Iteration 17Q: 3 clusters Score -626104.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -626155.437500 Penalty: 4304.854492
	Iteration 18Q: 3 clusters Score -626155.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -626212.875000 Penalty: 4304.854492
	Iteration 19Q: 3 clusters Score -626212.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -626283.812500 Penalty: 4304.854492
	Iteration 20F: 3 clusters Score -626283.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -626352.187500 Penalty: 4304.854492
	Iteration 21Q: 3 clusters Score -626352.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -626433.500000 Penalty: 4304.854492
	Iteration 22Q: 3 clusters Score -626433.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -626519.250000 Penalty: 4304.854492
	Iteration 23Q: 3 clusters Score -626519.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -626617.562500 Penalty: 4304.854492
	Iteration 24Q: 3 clusters Score -626617.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -626751.000000 Penalty: 4304.854492
	Iteration 25Q: 3 clusters Score -626751 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -626937.500000 Penalty: 4304.854492
	Iteration 26Q: 3 clusters Score -626937.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -627119.250000 Penalty: 4304.854492
	Iteration 27Q: 3 clusters Score -627119.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -627266.250000 Penalty: 4304.854492
	Iteration 28Q: 3 clusters Score -627266.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -627338.875000 Penalty: 4304.854492
	Iteration 29Q: 3 clusters Score -627338.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -627390.312500 Penalty: 4304.854492
	Iteration 30Q: 3 clusters Score -627390.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -627427.937500 Penalty: 4304.854492
	Iteration 31Q: 3 clusters Score -627427.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -627447.375000 Penalty: 4304.854492
	Iteration 32Q: 3 clusters Score -627447.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -627456.250000 Penalty: 4304.854492
	Iteration 33Q: 3 clusters Score -627456.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -627462.875000 Penalty: 4304.854492
	Iteration 34Q: 3 clusters Score -627462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -627466.625000 Penalty: 4304.854492
	Iteration 35Q: 3 clusters Score -627466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -627468.750000 Penalty: 4304.854492
	Iteration 36Q: 3 clusters Score -627468.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -627473.875000 Penalty: 4304.854492
	Iteration 37Q: 3 clusters Score -627473.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -627479.625000 Penalty: 4304.854492
	Iteration 38Q: 3 clusters Score -627479.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -627488.187500 Penalty: 4304.854492
	Iteration 39Q: 3 clusters Score -627488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -627490.312500 Penalty: 4304.854492
	Iteration 40F: 3 clusters Score -627490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -627489.312500 Penalty: 4304.854492
	Iteration 41Q: 3 clusters Score -627489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -627489.375000 Penalty: 4304.854492
	Iteration 42Q: 3 clusters Score -627489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -627490.812500 Penalty: 4304.854492
	Iteration 43Q: 3 clusters Score -627490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -627494.750000 Penalty: 4304.854492
	Iteration 44Q: 3 clusters Score -627494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -627497.187500 Penalty: 4304.854492
	Iteration 45Q: 3 clusters Score -627497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -627498.937500 Penalty: 4304.854492
	Iteration 46Q: 3 clusters Score -627498.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -627503.937500 Penalty: 4304.854492
	Iteration 47Q: 3 clusters Score -627503.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -627507.187500 Penalty: 4304.854492
	Iteration 48Q: 3 clusters Score -627507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -627507.937500 Penalty: 4304.854492
	Iteration 49Q: 3 clusters Score -627507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -627509.375000 Penalty: 4304.854492
	Iteration 50Q: 3 clusters Score -627509.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -627512.625000 Penalty: 4304.854492
	Iteration 51Q: 3 clusters Score -627512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -627513.875000 Penalty: 4304.854492
	Iteration 52Q: 3 clusters Score -627513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -627515.187500 Penalty: 4304.854492
	Iteration 53Q: 3 clusters Score -627515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -627514.187500 Penalty: 4304.854492
	Iteration 54Q: 3 clusters Score -627514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -627516.062500 Penalty: 4304.854492
	Iteration 55Q: 3 clusters Score -627516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -627517.937500 Penalty: 4304.854492
	Iteration 56Q: 3 clusters Score -627517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -627518.000000 Penalty: 4304.854492
	Iteration 57Q: 3 clusters Score -627518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -627519.625000 Penalty: 4304.854492
	Iteration 58Q: 3 clusters Score -627519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -627519.875000 Penalty: 4304.854492
	Iteration 59Q: 3 clusters Score -627519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -627521.750000 Penalty: 4304.854492
	Iteration 60F: 3 clusters Score -627521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -627523.437500 Penalty: 4304.854492
	Iteration 61Q: 3 clusters Score -627523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -627525.625000 Penalty: 4304.854492
	Iteration 62Q: 3 clusters Score -627525.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -627527.312500 Penalty: 4304.854492
	Iteration 63Q: 3 clusters Score -627527.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -627528.937500 Penalty: 4304.854492
	Iteration 64Q: 3 clusters Score -627528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -627533.437500 Penalty: 4304.854492
	Iteration 65Q: 3 clusters Score -627533.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -627533.562500 Penalty: 4304.854492
	Iteration 66Q: 3 clusters Score -627533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -627535.125000 Penalty: 4304.854492
	Iteration 67Q: 3 clusters Score -627535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -627535.375000 Penalty: 4304.854492
	Iteration 68Q: 3 clusters Score -627535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -627536.750000 Penalty: 4304.854492
	Iteration 69Q: 3 clusters Score -627536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -627536.375000 Penalty: 4304.854492
	Iteration 70Q: 3 clusters Score -627536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -627537.250000 Penalty: 4304.854492
	Iteration 71Q: 3 clusters Score -627537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -627537.250000 Penalty: 4304.854492
	Iteration 72F: 3 clusters Score -627537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -74524.000000 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -74524 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 359 members 
Entering Unmasked Estep 
Score: -72864.429688 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -72864.43 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73180.875000 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -73180.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73392.023438 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -73392.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73504.000000 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -73504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73628.601562 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -73628.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73709.960938 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -73709.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73750.328125 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -73750.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73767.929688 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -73767.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73785.187500 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -73785.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73792.656250 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -73792.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73808.593750 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -73808.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73819.656250 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -73819.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -73827.671875 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -73827.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -73842.351562 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -73842.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -73846.257812 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -73846.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -73853.140625 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -73853.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -73859.796875 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -73859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -73865.710938 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -73865.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73870.242188 Penalty: 3251.457031
	Iteration 18Q: 3 clusters Score -73870.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -73872.382812 Penalty: 3251.457031
	Iteration 19Q: 3 clusters Score -73872.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -73874.335938 Penalty: 3251.457031
	Iteration 20F: 3 clusters Score -73874.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -126675.484375 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -126675.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124598.539062 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -124598.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124951.679688 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -124951.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125042.617188 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -125042.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -125101.054688 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -125101.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -125133.156250 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -125133.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125150.679688 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -125150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -125161.445312 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -125161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -125172.601562 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -125172.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -125185.023438 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -125185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125192.148438 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -125192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -125200.054688 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -125200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -125205.132812 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -125205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125211.703125 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -125211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -125217.140625 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -125217.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -125219.445312 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -125219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -125223.203125 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -125223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -125224.523438 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -125224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -125226.726562 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -125226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -125227.312500 Penalty: 3504.544189
	Iteration 18Q: 3 clusters Score -125227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -125228.429688 Penalty: 3504.544189
	Iteration 19Q: 3 clusters Score -125228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125230.078125 Penalty: 3504.544189
	Iteration 20F: 3 clusters Score -125230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125230.460938 Penalty: 3504.544189
	Iteration 21Q: 3 clusters Score -125230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125231.187500 Penalty: 3504.544189
	Iteration 22Q: 3 clusters Score -125231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125231.187500 Penalty: 3504.544189
	Iteration 23F: 3 clusters Score -125231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -344267.218750 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -344267.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -340933.625000 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -340933.6 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -341579.093750 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -341579.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -341748.125000 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -341748.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -341841.843750 Penalty: 3976.584473
	Iteration 3Q: 3 clusters Score -341841.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -341908.718750 Penalty: 3976.584473
	Iteration 4Q: 3 clusters Score -341908.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -341949.531250 Penalty: 3976.584473
	Iteration 5Q: 3 clusters Score -341949.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -341988.593750 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -341988.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -342009.500000 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -342009.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -342022.343750 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -342022.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -342037.593750 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -342037.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -342049.750000 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -342049.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -342057.781250 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -342057.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -342067.500000 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -342067.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -342074.843750 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -342074.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -342084.875000 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -342084.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -342093.562500 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -342093.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -342101.312500 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -342101.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342105.812500 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -342105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -342108.093750 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -342108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -342110.593750 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -342110.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -342115.000000 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -342115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342118.406250 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -342118.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -342121.125000 Penalty: 3976.584473
	Iteration 22Q: 3 clusters Score -342121.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -342124.062500 Penalty: 3976.584473
	Iteration 23Q: 3 clusters Score -342124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -342126.031250 Penalty: 3976.584473
	Iteration 24Q: 3 clusters Score -342126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342129.687500 Penalty: 3976.584473
	Iteration 25Q: 3 clusters Score -342129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342131.031250 Penalty: 3976.584473
	Iteration 26Q: 3 clusters Score -342131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -342133.500000 Penalty: 3976.584473
	Iteration 27Q: 3 clusters Score -342133.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -342136.250000 Penalty: 3976.584473
	Iteration 28Q: 3 clusters Score -342136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -342138.906250 Penalty: 3976.584473
	Iteration 29Q: 3 clusters Score -342138.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -342140.843750 Penalty: 3976.584473
	Iteration 30Q: 3 clusters Score -342140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -342143.593750 Penalty: 3976.584473
	Iteration 31Q: 3 clusters Score -342143.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -342147.062500 Penalty: 3976.584473
	Iteration 32Q: 3 clusters Score -342147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -342151.812500 Penalty: 3976.584473
	Iteration 33Q: 3 clusters Score -342151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -342154.937500 Penalty: 3976.584473
	Iteration 34Q: 3 clusters Score -342154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -342160.500000 Penalty: 3976.584473
	Iteration 35Q: 3 clusters Score -342160.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -342166.812500 Penalty: 3976.584473
	Iteration 36Q: 3 clusters Score -342166.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -342171.937500 Penalty: 3976.584473
	Iteration 37Q: 3 clusters Score -342171.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -342175.218750 Penalty: 3976.584473
	Iteration 38Q: 3 clusters Score -342175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -342176.843750 Penalty: 3976.584473
	Iteration 39Q: 3 clusters Score -342176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -342179.687500 Penalty: 3976.584473
	Iteration 40F: 3 clusters Score -342179.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -342183.312500 Penalty: 3976.584473
	Iteration 41Q: 3 clusters Score -342183.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -342185.906250 Penalty: 3976.584473
	Iteration 42Q: 3 clusters Score -342185.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342187.375000 Penalty: 3976.584473
	Iteration 43Q: 3 clusters Score -342187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342188.281250 Penalty: 3976.584473
	Iteration 44Q: 3 clusters Score -342188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -342188.875000 Penalty: 3976.584473
	Iteration 45Q: 3 clusters Score -342188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -342190.156250 Penalty: 3976.584473
	Iteration 46Q: 3 clusters Score -342190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -342191.312500 Penalty: 3976.584473
	Iteration 47Q: 3 clusters Score -342191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -342191.656250 Penalty: 3976.584473
	Iteration 48Q: 3 clusters Score -342191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -342191.656250 Penalty: 3976.584473
	Iteration 49F: 3 clusters Score -342191.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Entering Unmasked Estep 
Score: -534322.562500 Penalty: 2126.105713
	Iteration 0F: 2 clusters Score -534322.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -529711.562500 Penalty: 4252.211426
	Iteration 0F: 3 clusters Score -529711.6 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -531026.125000 Penalty: 4252.211426
	Iteration 1F: 3 clusters Score -531026.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -531482.750000 Penalty: 4252.211426
	Iteration 2F: 3 clusters Score -531482.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -531921.125000 Penalty: 4252.211426
	Iteration 3F: 3 clusters Score -531921.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -532215.125000 Penalty: 4252.211426
	Iteration 4F: 3 clusters Score -532215.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -532409.750000 Penalty: 4252.211426
	Iteration 5F: 3 clusters Score -532409.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -532523.187500 Penalty: 4252.211426
	Iteration 6Q: 3 clusters Score -532523.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -532596.437500 Penalty: 4252.211426
	Iteration 7Q: 3 clusters Score -532596.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -532651.437500 Penalty: 4252.211426
	Iteration 8Q: 3 clusters Score -532651.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -532704.500000 Penalty: 4252.211426
	Iteration 9Q: 3 clusters Score -532704.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -532757.000000 Penalty: 4252.211426
	Iteration 10Q: 3 clusters Score -532757 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -532788.250000 Penalty: 4252.211426
	Iteration 11Q: 3 clusters Score -532788.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -532814.937500 Penalty: 4252.211426
	Iteration 12Q: 3 clusters Score -532814.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -532834.562500 Penalty: 4252.211426
	Iteration 13Q: 3 clusters Score -532834.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -532855.437500 Penalty: 4252.211426
	Iteration 14Q: 3 clusters Score -532855.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -532876.312500 Penalty: 4252.211426
	Iteration 15Q: 3 clusters Score -532876.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -532906.687500 Penalty: 4252.211426
	Iteration 16Q: 3 clusters Score -532906.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -532930.812500 Penalty: 4252.211426
	Iteration 17Q: 3 clusters Score -532930.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -532943.312500 Penalty: 4252.211426
	Iteration 18Q: 3 clusters Score -532943.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -532953.125000 Penalty: 4252.211426
	Iteration 19Q: 3 clusters Score -532953.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -532962.000000 Penalty: 4252.211426
	Iteration 20F: 3 clusters Score -532962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -532968.187500 Penalty: 4252.211426
	Iteration 21Q: 3 clusters Score -532968.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -532975.875000 Penalty: 4252.211426
	Iteration 22Q: 3 clusters Score -532975.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -532983.812500 Penalty: 4252.211426
	Iteration 23Q: 3 clusters Score -532983.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -532988.812500 Penalty: 4252.211426
	Iteration 24Q: 3 clusters Score -532988.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -532992.250000 Penalty: 4252.211426
	Iteration 25Q: 3 clusters Score -532992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -532995.812500 Penalty: 4252.211426
	Iteration 26Q: 3 clusters Score -532995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -532997.750000 Penalty: 4252.211426
	Iteration 27Q: 3 clusters Score -532997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -533000.500000 Penalty: 4252.211426
	Iteration 28Q: 3 clusters Score -533000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -533003.062500 Penalty: 4252.211426
	Iteration 29Q: 3 clusters Score -533003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -533005.687500 Penalty: 4252.211426
	Iteration 30Q: 3 clusters Score -533005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -533005.187500 Penalty: 4252.211426
	Iteration 31Q: 3 clusters Score -533005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -533005.562500 Penalty: 4252.211426
	Iteration 32Q: 3 clusters Score -533005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -533007.937500 Penalty: 4252.211426
	Iteration 33Q: 3 clusters Score -533007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -533011.250000 Penalty: 4252.211426
	Iteration 34Q: 3 clusters Score -533011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -533010.750000 Penalty: 4252.211426
	Iteration 35Q: 3 clusters Score -533010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -533013.500000 Penalty: 4252.211426
	Iteration 36Q: 3 clusters Score -533013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -533015.437500 Penalty: 4252.211426
	Iteration 37Q: 3 clusters Score -533015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -533017.062500 Penalty: 4252.211426
	Iteration 38Q: 3 clusters Score -533017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -533017.312500 Penalty: 4252.211426
	Iteration 39Q: 3 clusters Score -533017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -533017.500000 Penalty: 4252.211426
	Iteration 40F: 3 clusters Score -533017.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -533019.250000 Penalty: 4252.211426
	Iteration 41Q: 3 clusters Score -533019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -533021.062500 Penalty: 4252.211426
	Iteration 42Q: 3 clusters Score -533021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -533021.500000 Penalty: 4252.211426
	Iteration 43Q: 3 clusters Score -533021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -533023.187500 Penalty: 4252.211426
	Iteration 44Q: 3 clusters Score -533023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -533023.187500 Penalty: 4252.211426
	Iteration 45F: 3 clusters Score -533023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Entering Unmasked Estep 
Score: -1572061.375000 Penalty: 2369.796387
	Iteration 0F: 2 clusters Score -1572061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1561873.625000 Penalty: 4739.592773
	Iteration 0F: 3 clusters Score -1561874 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1565083.625000 Penalty: 4739.592773
	Iteration 1F: 3 clusters Score -1565084 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1565457.250000 Penalty: 4739.592773
	Iteration 2F: 3 clusters Score -1565457 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1565773.625000 Penalty: 4739.592773
	Iteration 3Q: 3 clusters Score -1565774 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1566112.000000 Penalty: 4739.592773
	Iteration 4Q: 3 clusters Score -1566112 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1566459.375000 Penalty: 4739.592773
	Iteration 5Q: 3 clusters Score -1566459 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1566846.375000 Penalty: 4739.592773
	Iteration 6Q: 3 clusters Score -1566846 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1567280.875000 Penalty: 4739.592773
	Iteration 7Q: 3 clusters Score -1567281 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1567691.875000 Penalty: 4739.592773
	Iteration 8Q: 3 clusters Score -1567692 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1568140.750000 Penalty: 4739.592773
	Iteration 9Q: 3 clusters Score -1568141 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1568582.250000 Penalty: 4739.592773
	Iteration 10Q: 3 clusters Score -1568582 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1568974.000000 Penalty: 4739.592773
	Iteration 11Q: 3 clusters Score -1568974 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1569299.625000 Penalty: 4739.592773
	Iteration 12Q: 3 clusters Score -1569300 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1569479.375000 Penalty: 4739.592773
	Iteration 13Q: 3 clusters Score -1569479 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1569596.750000 Penalty: 4739.592773
	Iteration 14Q: 3 clusters Score -1569597 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1569647.875000 Penalty: 4739.592773
	Iteration 15Q: 3 clusters Score -1569648 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1569680.875000 Penalty: 4739.592773
	Iteration 16Q: 3 clusters Score -1569681 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1569709.500000 Penalty: 4739.592773
	Iteration 17Q: 3 clusters Score -1569710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1569720.875000 Penalty: 4739.592773
	Iteration 18Q: 3 clusters Score -1569721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1569734.500000 Penalty: 4739.592773
	Iteration 19Q: 3 clusters Score -1569734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1569743.250000 Penalty: 4739.592773
	Iteration 20F: 3 clusters Score -1569743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1569751.875000 Penalty: 4739.592773
	Iteration 21Q: 3 clusters Score -1569752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1569761.500000 Penalty: 4739.592773
	Iteration 22Q: 3 clusters Score -1569762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1569769.250000 Penalty: 4739.592773
	Iteration 23Q: 3 clusters Score -1569769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1569781.250000 Penalty: 4739.592773
	Iteration 24Q: 3 clusters Score -1569781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1569786.000000 Penalty: 4739.592773
	Iteration 25Q: 3 clusters Score -1569786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1569793.625000 Penalty: 4739.592773
	Iteration 26Q: 3 clusters Score -1569794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1569802.875000 Penalty: 4739.592773
	Iteration 27Q: 3 clusters Score -1569803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1569806.375000 Penalty: 4739.592773
	Iteration 28Q: 3 clusters Score -1569806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1569818.875000 Penalty: 4739.592773
	Iteration 29Q: 3 clusters Score -1569819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1569825.250000 Penalty: 4739.592773
	Iteration 30Q: 3 clusters Score -1569825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1569826.375000 Penalty: 4739.592773
	Iteration 31Q: 3 clusters Score -1569826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1569833.125000 Penalty: 4739.592773
	Iteration 32Q: 3 clusters Score -1569833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1569838.875000 Penalty: 4739.592773
	Iteration 33Q: 3 clusters Score -1569839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1569840.125000 Penalty: 4739.592773
	Iteration 34Q: 3 clusters Score -1569840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1569847.625000 Penalty: 4739.592773
	Iteration 35Q: 3 clusters Score -1569848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1569852.250000 Penalty: 4739.592773
	Iteration 36Q: 3 clusters Score -1569852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1569853.750000 Penalty: 4739.592773
	Iteration 37Q: 3 clusters Score -1569854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1569861.625000 Penalty: 4739.592773
	Iteration 38Q: 3 clusters Score -1569862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1569865.250000 Penalty: 4739.592773
	Iteration 39Q: 3 clusters Score -1569865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1569870.875000 Penalty: 4739.592773
	Iteration 40F: 3 clusters Score -1569871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1569882.250000 Penalty: 4739.592773
	Iteration 41Q: 3 clusters Score -1569882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1569889.625000 Penalty: 4739.592773
	Iteration 42Q: 3 clusters Score -1569890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1569906.500000 Penalty: 4739.592773
	Iteration 43Q: 3 clusters Score -1569906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1569927.125000 Penalty: 4739.592773
	Iteration 44Q: 3 clusters Score -1569927 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1569943.875000 Penalty: 4739.592773
	Iteration 45Q: 3 clusters Score -1569944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1569955.125000 Penalty: 4739.592773
	Iteration 46Q: 3 clusters Score -1569955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1569971.625000 Penalty: 4739.592773
	Iteration 47Q: 3 clusters Score -1569972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1569977.375000 Penalty: 4739.592773
	Iteration 48Q: 3 clusters Score -1569977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1569988.125000 Penalty: 4739.592773
	Iteration 49Q: 3 clusters Score -1569988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1569994.125000 Penalty: 4739.592773
	Iteration 50Q: 3 clusters Score -1569994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1570004.750000 Penalty: 4739.592773
	Iteration 51Q: 3 clusters Score -1570005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1570018.750000 Penalty: 4739.592773
	Iteration 52Q: 3 clusters Score -1570019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1570026.750000 Penalty: 4739.592773
	Iteration 53Q: 3 clusters Score -1570027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1570040.875000 Penalty: 4739.592773
	Iteration 54Q: 3 clusters Score -1570041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1570047.250000 Penalty: 4739.592773
	Iteration 55Q: 3 clusters Score -1570047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1570052.500000 Penalty: 4739.592773
	Iteration 56Q: 3 clusters Score -1570052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1570066.750000 Penalty: 4739.592773
	Iteration 57Q: 3 clusters Score -1570067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1570071.000000 Penalty: 4739.592773
	Iteration 58Q: 3 clusters Score -1570071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1570077.000000 Penalty: 4739.592773
	Iteration 59Q: 3 clusters Score -1570077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1570086.750000 Penalty: 4739.592773
	Iteration 60F: 3 clusters Score -1570087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1570104.250000 Penalty: 4739.592773
	Iteration 61Q: 3 clusters Score -1570104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1570114.875000 Penalty: 4739.592773
	Iteration 62Q: 3 clusters Score -1570115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1570124.625000 Penalty: 4739.592773
	Iteration 63Q: 3 clusters Score -1570125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1570139.750000 Penalty: 4739.592773
	Iteration 64Q: 3 clusters Score -1570140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1570146.125000 Penalty: 4739.592773
	Iteration 65Q: 3 clusters Score -1570146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1570156.250000 Penalty: 4739.592773
	Iteration 66Q: 3 clusters Score -1570156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1570174.125000 Penalty: 4739.592773
	Iteration 67Q: 3 clusters Score -1570174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1570173.750000 Penalty: 4739.592773
	Iteration 68Q: 3 clusters Score -1570174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1570181.875000 Penalty: 4739.592773
	Iteration 69Q: 3 clusters Score -1570182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1570191.750000 Penalty: 4739.592773
	Iteration 70Q: 3 clusters Score -1570192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1570200.250000 Penalty: 4739.592773
	Iteration 71Q: 3 clusters Score -1570200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1570210.750000 Penalty: 4739.592773
	Iteration 72Q: 3 clusters Score -1570211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1570218.125000 Penalty: 4739.592773
	Iteration 73Q: 3 clusters Score -1570218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1570227.875000 Penalty: 4739.592773
	Iteration 74Q: 3 clusters Score -1570228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1570230.375000 Penalty: 4739.592773
	Iteration 75Q: 3 clusters Score -1570230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1570231.250000 Penalty: 4739.592773
	Iteration 76Q: 3 clusters Score -1570231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1570238.125000 Penalty: 4739.592773
	Iteration 77Q: 3 clusters Score -1570238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1570237.875000 Penalty: 4739.592773
	Iteration 78Q: 3 clusters Score -1570238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1570238.250000 Penalty: 4739.592773
	Iteration 79Q: 3 clusters Score -1570238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1570244.250000 Penalty: 4739.592773
	Iteration 80F: 3 clusters Score -1570244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1570244.625000 Penalty: 4739.592773
	Iteration 81Q: 3 clusters Score -1570245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1570247.625000 Penalty: 4739.592773
	Iteration 82Q: 3 clusters Score -1570248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1570245.750000 Penalty: 4739.592773
	Iteration 83Q: 3 clusters Score -1570246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1570246.750000 Penalty: 4739.592773
	Iteration 84Q: 3 clusters Score -1570247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1570249.125000 Penalty: 4739.592773
	Iteration 85Q: 3 clusters Score -1570249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1570251.875000 Penalty: 4739.592773
	Iteration 86Q: 3 clusters Score -1570252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1570253.500000 Penalty: 4739.592773
	Iteration 87Q: 3 clusters Score -1570254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1570253.500000 Penalty: 4739.592773
	Iteration 88Q: 3 clusters Score -1570254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1570250.125000 Penalty: 4739.592773
	Iteration 89Q: 3 clusters Score -1570250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1570252.875000 Penalty: 4739.592773
	Iteration 90Q: 3 clusters Score -1570253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1570252.875000 Penalty: 4739.592773
	Iteration 91F: 3 clusters Score -1570253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Entering Unmasked Estep 
Score: -2575932.000000 Penalty: 2509.122314
	Iteration 0F: 2 clusters Score -2575932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2558814.000000 Penalty: 5018.244629
	Iteration 0F: 3 clusters Score -2558814 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2565140.750000 Penalty: 5018.244629
	Iteration 1F: 3 clusters Score -2565141 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2565892.500000 Penalty: 5018.244629
	Iteration 2F: 3 clusters Score -2565892 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2566699.750000 Penalty: 5018.244629
	Iteration 3F: 3 clusters Score -2566700 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2567657.000000 Penalty: 5018.244629
	Iteration 4F: 3 clusters Score -2567657 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2568707.250000 Penalty: 5018.244629
	Iteration 5F: 3 clusters Score -2568707 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2569796.000000 Penalty: 5018.244629
	Iteration 6F: 3 clusters Score -2569796 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2570695.750000 Penalty: 5018.244629
	Iteration 7F: 3 clusters Score -2570696 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2571458.000000 Penalty: 5018.244629
	Iteration 8Q: 3 clusters Score -2571458 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2571971.750000 Penalty: 5018.244629
	Iteration 9Q: 3 clusters Score -2571972 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2572340.500000 Penalty: 5018.244629
	Iteration 10Q: 3 clusters Score -2572340 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2572572.750000 Penalty: 5018.244629
	Iteration 11Q: 3 clusters Score -2572573 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2572775.500000 Penalty: 5018.244629
	Iteration 12Q: 3 clusters Score -2572776 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2572918.500000 Penalty: 5018.244629
	Iteration 13Q: 3 clusters Score -2572918 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2573046.500000 Penalty: 5018.244629
	Iteration 14Q: 3 clusters Score -2573046 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2573148.750000 Penalty: 5018.244629
	Iteration 15Q: 3 clusters Score -2573149 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2573222.250000 Penalty: 5018.244629
	Iteration 16Q: 3 clusters Score -2573222 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2573284.000000 Penalty: 5018.244629
	Iteration 17Q: 3 clusters Score -2573284 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2573337.750000 Penalty: 5018.244629
	Iteration 18Q: 3 clusters Score -2573338 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2573379.250000 Penalty: 5018.244629
	Iteration 19Q: 3 clusters Score -2573379 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2573424.500000 Penalty: 5018.244629
	Iteration 20F: 3 clusters Score -2573424 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2573462.250000 Penalty: 5018.244629
	Iteration 21Q: 3 clusters Score -2573462 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2573499.500000 Penalty: 5018.244629
	Iteration 22Q: 3 clusters Score -2573500 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2573520.750000 Penalty: 5018.244629
	Iteration 23Q: 3 clusters Score -2573521 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2573549.000000 Penalty: 5018.244629
	Iteration 24Q: 3 clusters Score -2573549 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2573564.500000 Penalty: 5018.244629
	Iteration 25Q: 3 clusters Score -2573564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2573587.500000 Penalty: 5018.244629
	Iteration 26Q: 3 clusters Score -2573588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2573618.000000 Penalty: 5018.244629
	Iteration 27Q: 3 clusters Score -2573618 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2573625.750000 Penalty: 5018.244629
	Iteration 28Q: 3 clusters Score -2573626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2573643.500000 Penalty: 5018.244629
	Iteration 29Q: 3 clusters Score -2573644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2573672.250000 Penalty: 5018.244629
	Iteration 30Q: 3 clusters Score -2573672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2573676.250000 Penalty: 5018.244629
	Iteration 31Q: 3 clusters Score -2573676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2573692.750000 Penalty: 5018.244629
	Iteration 32Q: 3 clusters Score -2573693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2573702.500000 Penalty: 5018.244629
	Iteration 33Q: 3 clusters Score -2573702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2573703.250000 Penalty: 5018.244629
	Iteration 34Q: 3 clusters Score -2573703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2573713.000000 Penalty: 5018.244629
	Iteration 35Q: 3 clusters Score -2573713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2573716.250000 Penalty: 5018.244629
	Iteration 36Q: 3 clusters Score -2573716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2573711.000000 Penalty: 5018.244629
	Iteration 37Q: 3 clusters Score -2573711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2573710.500000 Penalty: 5018.244629
	Iteration 38Q: 3 clusters Score -2573710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2573716.500000 Penalty: 5018.244629
	Iteration 39Q: 3 clusters Score -2573716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2573724.500000 Penalty: 5018.244629
	Iteration 40F: 3 clusters Score -2573724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2573734.000000 Penalty: 5018.244629
	Iteration 41Q: 3 clusters Score -2573734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2573741.750000 Penalty: 5018.244629
	Iteration 42Q: 3 clusters Score -2573742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2573747.000000 Penalty: 5018.244629
	Iteration 43Q: 3 clusters Score -2573747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2573752.250000 Penalty: 5018.244629
	Iteration 44Q: 3 clusters Score -2573752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2573757.750000 Penalty: 5018.244629
	Iteration 45Q: 3 clusters Score -2573758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2573758.750000 Penalty: 5018.244629
	Iteration 46Q: 3 clusters Score -2573759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2573760.250000 Penalty: 5018.244629
	Iteration 47Q: 3 clusters Score -2573760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2573764.500000 Penalty: 5018.244629
	Iteration 48Q: 3 clusters Score -2573764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2573767.750000 Penalty: 5018.244629
	Iteration 49Q: 3 clusters Score -2573768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2573771.000000 Penalty: 5018.244629
	Iteration 50Q: 3 clusters Score -2573771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2573774.000000 Penalty: 5018.244629
	Iteration 51Q: 3 clusters Score -2573774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2573780.000000 Penalty: 5018.244629
	Iteration 52Q: 3 clusters Score -2573780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2573784.500000 Penalty: 5018.244629
	Iteration 53Q: 3 clusters Score -2573784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2573796.500000 Penalty: 5018.244629
	Iteration 54Q: 3 clusters Score -2573796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2573786.500000 Penalty: 5018.244629
	Iteration 55Q: 3 clusters Score -2573786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2573800.250000 Penalty: 5018.244629
	Iteration 56Q: 3 clusters Score -2573800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2573812.250000 Penalty: 5018.244629
	Iteration 57Q: 3 clusters Score -2573812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2573808.500000 Penalty: 5018.244629
	Iteration 58Q: 3 clusters Score -2573808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2573807.000000 Penalty: 5018.244629
	Iteration 59Q: 3 clusters Score -2573807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2573813.000000 Penalty: 5018.244629
	Iteration 60F: 3 clusters Score -2573813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2573813.500000 Penalty: 5018.244629
	Iteration 61Q: 3 clusters Score -2573814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2573818.000000 Penalty: 5018.244629
	Iteration 62Q: 3 clusters Score -2573818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2573818.750000 Penalty: 5018.244629
	Iteration 63Q: 3 clusters Score -2573819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2573828.250000 Penalty: 5018.244629
	Iteration 64Q: 3 clusters Score -2573828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2573827.000000 Penalty: 5018.244629
	Iteration 65Q: 3 clusters Score -2573827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2573831.750000 Penalty: 5018.244629
	Iteration 66Q: 3 clusters Score -2573832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2573835.250000 Penalty: 5018.244629
	Iteration 67Q: 3 clusters Score -2573835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2573836.750000 Penalty: 5018.244629
	Iteration 68Q: 3 clusters Score -2573837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2573843.750000 Penalty: 5018.244629
	Iteration 69Q: 3 clusters Score -2573844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2573851.000000 Penalty: 5018.244629
	Iteration 70Q: 3 clusters Score -2573851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2573856.500000 Penalty: 5018.244629
	Iteration 71Q: 3 clusters Score -2573856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2573857.500000 Penalty: 5018.244629
	Iteration 72Q: 3 clusters Score -2573858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2573851.250000 Penalty: 5018.244629
	Iteration 73Q: 3 clusters Score -2573851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2573857.500000 Penalty: 5018.244629
	Iteration 74Q: 3 clusters Score -2573858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2573859.750000 Penalty: 5018.244629
	Iteration 75Q: 3 clusters Score -2573860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2573873.750000 Penalty: 5018.244629
	Iteration 76Q: 3 clusters Score -2573874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2573877.750000 Penalty: 5018.244629
	Iteration 77Q: 3 clusters Score -2573878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2573876.500000 Penalty: 5018.244629
	Iteration 78Q: 3 clusters Score -2573876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2573883.000000 Penalty: 5018.244629
	Iteration 79Q: 3 clusters Score -2573883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2573881.750000 Penalty: 5018.244629
	Iteration 80F: 3 clusters Score -2573882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2573880.500000 Penalty: 5018.244629
	Iteration 81Q: 3 clusters Score -2573880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2573883.000000 Penalty: 5018.244629
	Iteration 82Q: 3 clusters Score -2573883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2573887.000000 Penalty: 5018.244629
	Iteration 83Q: 3 clusters Score -2573887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2573889.250000 Penalty: 5018.244629
	Iteration 84Q: 3 clusters Score -2573889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2573895.750000 Penalty: 5018.244629
	Iteration 85Q: 3 clusters Score -2573896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2573894.500000 Penalty: 5018.244629
	Iteration 86Q: 3 clusters Score -2573894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2573893.000000 Penalty: 5018.244629
	Iteration 87Q: 3 clusters Score -2573893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2573900.750000 Penalty: 5018.244629
	Iteration 88Q: 3 clusters Score -2573901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2573907.000000 Penalty: 5018.244629
	Iteration 89Q: 3 clusters Score -2573907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2573905.000000 Penalty: 5018.244629
	Iteration 90Q: 3 clusters Score -2573905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2573904.500000 Penalty: 5018.244629
	Iteration 91Q: 3 clusters Score -2573904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2573904.750000 Penalty: 5018.244629
	Iteration 92Q: 3 clusters Score -2573905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2573903.000000 Penalty: 5018.244629
	Iteration 93Q: 3 clusters Score -2573903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2573905.500000 Penalty: 5018.244629
	Iteration 94Q: 3 clusters Score -2573906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2573902.500000 Penalty: 5018.244629
	Iteration 95Q: 3 clusters Score -2573902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2573910.250000 Penalty: 5018.244629
	Iteration 96Q: 3 clusters Score -2573910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2573908.750000 Penalty: 5018.244629
	Iteration 97Q: 3 clusters Score -2573909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2573906.000000 Penalty: 5018.244629
	Iteration 98Q: 3 clusters Score -2573906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2573905.500000 Penalty: 5018.244629
	Iteration 99Q: 3 clusters Score -2573906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2573906.750000 Penalty: 5018.244629
	Iteration 100F: 3 clusters Score -2573907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2573914.000000 Penalty: 5018.244629
	Iteration 101Q: 3 clusters Score -2573914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2573912.250000 Penalty: 5018.244629
	Iteration 102Q: 3 clusters Score -2573912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2573906.750000 Penalty: 5018.244629
	Iteration 103Q: 3 clusters Score -2573907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2573908.750000 Penalty: 5018.244629
	Iteration 104Q: 3 clusters Score -2573909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2573907.000000 Penalty: 5018.244629
	Iteration 105Q: 3 clusters Score -2573907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2573911.250000 Penalty: 5018.244629
	Iteration 106Q: 3 clusters Score -2573911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2573912.750000 Penalty: 5018.244629
	Iteration 107Q: 3 clusters Score -2573913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2573912.250000 Penalty: 5018.244629
	Iteration 108Q: 3 clusters Score -2573912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2573913.750000 Penalty: 5018.244629
	Iteration 109Q: 3 clusters Score -2573914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2573912.000000 Penalty: 5018.244629
	Iteration 110Q: 3 clusters Score -2573912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2573913.500000 Penalty: 5018.244629
	Iteration 111Q: 3 clusters Score -2573914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2573914.250000 Penalty: 5018.244629
	Iteration 112Q: 3 clusters Score -2573914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2573916.000000 Penalty: 5018.244629
	Iteration 113Q: 3 clusters Score -2573916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2573916.000000 Penalty: 5018.244629
	Iteration 114F: 3 clusters Score -2573916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -567367.687500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -567367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -562596.187500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -562596.2 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -563775.125000 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -563775.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -564019.500000 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -564019.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -564209.437500 Penalty: 4259.475098
	Iteration 3F: 3 clusters Score -564209.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -564334.250000 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -564334.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -564444.187500 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -564444.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -564532.250000 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -564532.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -564592.625000 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -564592.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -564647.375000 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -564647.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -564698.875000 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -564698.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -564754.375000 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -564754.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -564808.125000 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -564808.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -564852.812500 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -564852.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -564883.250000 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -564883.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -564902.875000 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -564902.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -564923.000000 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -564923 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -564939.625000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -564939.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -564954.250000 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -564954.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -564969.750000 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -564969.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -564986.312500 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -564986.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -564999.750000 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -564999.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -565009.625000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -565009.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -565019.375000 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -565019.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -565027.937500 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -565027.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -565039.250000 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -565039.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -565054.000000 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -565054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -565065.625000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -565065.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -565077.562500 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -565077.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -565087.687500 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -565087.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -565097.812500 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -565097.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -565104.937500 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -565104.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -565112.875000 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -565112.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -565118.937500 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -565118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -565121.812500 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -565121.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -565125.625000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -565125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -565129.187500 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -565129.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -565129.875000 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -565129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -565132.125000 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -565132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -565134.875000 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -565134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -565136.625000 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -565136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -565139.125000 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -565139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -565138.562500 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -565138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -565139.062500 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -565139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -565139.375000 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -565139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -565140.375000 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -565140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -565140.375000 Penalty: 4259.475098
	Iteration 45F: 3 clusters Score -565140.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -737033.125000 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -737033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -731309.500000 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -731309.5 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -732950.687500 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -732950.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -733226.625000 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -733226.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -733410.875000 Penalty: 4381.975586
	Iteration 3F: 3 clusters Score -733410.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -733549.812500 Penalty: 4381.975586
	Iteration 4Q: 3 clusters Score -733549.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -733685.062500 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -733685.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -733837.125000 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -733837.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -733984.062500 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -733984.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -734141.437500 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -734141.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -734268.750000 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -734268.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -734366.875000 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -734366.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -734460.625000 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -734460.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -734555.875000 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -734555.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -734665.125000 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -734665.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -734766.187500 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -734766.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -734839.062500 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -734839.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -734908.250000 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -734908.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -734978.437500 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -734978.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -735067.375000 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -735067.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -735152.187500 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -735152.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -735238.812500 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -735238.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -735324.250000 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -735324.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -735421.437500 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -735421.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -735511.312500 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -735511.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -735593.875000 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -735593.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -735671.000000 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -735671 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -735740.187500 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -735740.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -735803.750000 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -735803.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -735858.875000 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -735858.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -735911.875000 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -735911.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -735976.187500 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -735976.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -736069.437500 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -736069.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -736182.437500 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -736182.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -736254.312500 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -736254.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -736289.375000 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -736289.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -736310.937500 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -736310.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -736328.375000 Penalty: 4381.975586
	Iteration 36Q: 3 clusters Score -736328.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -736336.125000 Penalty: 4381.975586
	Iteration 37Q: 3 clusters Score -736336.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -736343.562500 Penalty: 4381.975586
	Iteration 38Q: 3 clusters Score -736343.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -736349.125000 Penalty: 4381.975586
	Iteration 39Q: 3 clusters Score -736349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -736352.000000 Penalty: 4381.975586
	Iteration 40F: 3 clusters Score -736352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -736354.187500 Penalty: 4381.975586
	Iteration 41Q: 3 clusters Score -736354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -736357.187500 Penalty: 4381.975586
	Iteration 42Q: 3 clusters Score -736357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -736359.375000 Penalty: 4381.975586
	Iteration 43Q: 3 clusters Score -736359.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -736359.375000 Penalty: 4381.975586
	Iteration 44F: 3 clusters Score -736359.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32517.833984 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32517.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31158.021484 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -31158.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31332.550781 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31332.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31389.384766 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31389.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31424.826172 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31424.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31440.230469 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31440.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31440.230469 Penalty: 2877.850586
	Iteration 5F: 3 clusters Score -31440.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -784372.187500 Penalty: 2191.204346
	Iteration 0F: 2 clusters Score -784372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -778661.500000 Penalty: 4382.408691
	Iteration 0F: 3 clusters Score -778661.5 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -780208.875000 Penalty: 4382.408691
	Iteration 1F: 3 clusters Score -780208.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -780464.000000 Penalty: 4382.408691
	Iteration 2F: 3 clusters Score -780464 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -780645.687500 Penalty: 4382.408691
	Iteration 3F: 3 clusters Score -780645.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -780793.125000 Penalty: 4382.408691
	Iteration 4Q: 3 clusters Score -780793.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -780935.062500 Penalty: 4382.408691
	Iteration 5Q: 3 clusters Score -780935.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -781076.812500 Penalty: 4382.408691
	Iteration 6Q: 3 clusters Score -781076.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -781232.125000 Penalty: 4382.408691
	Iteration 7Q: 3 clusters Score -781232.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -781382.500000 Penalty: 4382.408691
	Iteration 8Q: 3 clusters Score -781382.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -781525.562500 Penalty: 4382.408691
	Iteration 9Q: 3 clusters Score -781525.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -781656.875000 Penalty: 4382.408691
	Iteration 10Q: 3 clusters Score -781656.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -781775.625000 Penalty: 4382.408691
	Iteration 11Q: 3 clusters Score -781775.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -781909.812500 Penalty: 4382.408691
	Iteration 12Q: 3 clusters Score -781909.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -782040.437500 Penalty: 4382.408691
	Iteration 13Q: 3 clusters Score -782040.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -782148.500000 Penalty: 4382.408691
	Iteration 14Q: 3 clusters Score -782148.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -782217.000000 Penalty: 4382.408691
	Iteration 15Q: 3 clusters Score -782217 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -782265.625000 Penalty: 4382.408691
	Iteration 16Q: 3 clusters Score -782265.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -782319.250000 Penalty: 4382.408691
	Iteration 17Q: 3 clusters Score -782319.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -782367.750000 Penalty: 4382.408691
	Iteration 18Q: 3 clusters Score -782367.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -782400.062500 Penalty: 4382.408691
	Iteration 19Q: 3 clusters Score -782400.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -782430.187500 Penalty: 4382.408691
	Iteration 20F: 3 clusters Score -782430.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -782448.875000 Penalty: 4382.408691
	Iteration 21Q: 3 clusters Score -782448.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -782463.750000 Penalty: 4382.408691
	Iteration 22Q: 3 clusters Score -782463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -782478.875000 Penalty: 4382.408691
	Iteration 23Q: 3 clusters Score -782478.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -782487.562500 Penalty: 4382.408691
	Iteration 24Q: 3 clusters Score -782487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -782492.312500 Penalty: 4382.408691
	Iteration 25Q: 3 clusters Score -782492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -782501.812500 Penalty: 4382.408691
	Iteration 26Q: 3 clusters Score -782501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -782503.500000 Penalty: 4382.408691
	Iteration 27Q: 3 clusters Score -782503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -782503.500000 Penalty: 4382.408691
	Iteration 28Q: 3 clusters Score -782503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -782502.937500 Penalty: 4382.408691
	Iteration 29Q: 3 clusters Score -782502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -782503.375000 Penalty: 4382.408691
	Iteration 30Q: 3 clusters Score -782503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -782506.937500 Penalty: 4382.408691
	Iteration 31Q: 3 clusters Score -782506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -782507.875000 Penalty: 4382.408691
	Iteration 32Q: 3 clusters Score -782507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -782508.000000 Penalty: 4382.408691
	Iteration 33Q: 3 clusters Score -782508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -782508.000000 Penalty: 4382.408691
	Iteration 34F: 3 clusters Score -782508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -452452.187500 Penalty: 2100.012451
	Iteration 0F: 2 clusters Score -452452.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -448134.875000 Penalty: 4200.024902
	Iteration 0F: 3 clusters Score -448134.9 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -449341.562500 Penalty: 4200.024902
	Iteration 1F: 3 clusters Score -449341.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -449877.750000 Penalty: 4200.024902
	Iteration 2F: 3 clusters Score -449877.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -450400.781250 Penalty: 4200.024902
	Iteration 3F: 3 clusters Score -450400.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -450796.625000 Penalty: 4200.024902
	Iteration 4F: 3 clusters Score -450796.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -451073.406250 Penalty: 4200.024902
	Iteration 5F: 3 clusters Score -451073.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -451252.968750 Penalty: 4200.024902
	Iteration 6Q: 3 clusters Score -451253 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -451404.843750 Penalty: 4200.024902
	Iteration 7Q: 3 clusters Score -451404.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -451523.000000 Penalty: 4200.024902
	Iteration 8Q: 3 clusters Score -451523 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -451580.593750 Penalty: 4200.024902
	Iteration 9Q: 3 clusters Score -451580.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -451619.000000 Penalty: 4200.024902
	Iteration 10Q: 3 clusters Score -451619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -451650.437500 Penalty: 4200.024902
	Iteration 11Q: 3 clusters Score -451650.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -451674.968750 Penalty: 4200.024902
	Iteration 12Q: 3 clusters Score -451675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -451693.781250 Penalty: 4200.024902
	Iteration 13Q: 3 clusters Score -451693.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -451708.906250 Penalty: 4200.024902
	Iteration 14Q: 3 clusters Score -451708.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -451719.656250 Penalty: 4200.024902
	Iteration 15Q: 3 clusters Score -451719.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -451729.000000 Penalty: 4200.024902
	Iteration 16Q: 3 clusters Score -451729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -451734.000000 Penalty: 4200.024902
	Iteration 17Q: 3 clusters Score -451734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -451737.250000 Penalty: 4200.024902
	Iteration 18Q: 3 clusters Score -451737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -451740.281250 Penalty: 4200.024902
	Iteration 19Q: 3 clusters Score -451740.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -451742.968750 Penalty: 4200.024902
	Iteration 20F: 3 clusters Score -451743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -451748.125000 Penalty: 4200.024902
	Iteration 21Q: 3 clusters Score -451748.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -451752.125000 Penalty: 4200.024902
	Iteration 22Q: 3 clusters Score -451752.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -451758.218750 Penalty: 4200.024902
	Iteration 23Q: 3 clusters Score -451758.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -451764.468750 Penalty: 4200.024902
	Iteration 24Q: 3 clusters Score -451764.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -451768.125000 Penalty: 4200.024902
	Iteration 25Q: 3 clusters Score -451768.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -451776.093750 Penalty: 4200.024902
	Iteration 26Q: 3 clusters Score -451776.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -451782.125000 Penalty: 4200.024902
	Iteration 27Q: 3 clusters Score -451782.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -451786.375000 Penalty: 4200.024902
	Iteration 28Q: 3 clusters Score -451786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -451789.093750 Penalty: 4200.024902
	Iteration 29Q: 3 clusters Score -451789.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -451792.531250 Penalty: 4200.024902
	Iteration 30Q: 3 clusters Score -451792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -451794.406250 Penalty: 4200.024902
	Iteration 31Q: 3 clusters Score -451794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451796.968750 Penalty: 4200.024902
	Iteration 32Q: 3 clusters Score -451797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -451800.406250 Penalty: 4200.024902
	Iteration 33Q: 3 clusters Score -451800.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -451802.718750 Penalty: 4200.024902
	Iteration 34Q: 3 clusters Score -451802.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -451804.343750 Penalty: 4200.024902
	Iteration 35Q: 3 clusters Score -451804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -451804.281250 Penalty: 4200.024902
	Iteration 36Q: 3 clusters Score -451804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -451804.281250 Penalty: 4200.024902
	Iteration 37F: 3 clusters Score -451804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (33595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Entering Unmasked Estep 
Score: -3556167.250000 Penalty: 2584.688965
	Iteration 0F: 2 clusters Score -3556167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3533213.000000 Penalty: 5169.377930
	Iteration 0F: 3 clusters Score -3533213 nChanged 15268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3541647.750000 Penalty: 5169.377930
	Iteration 1F: 3 clusters Score -3541648 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3542289.500000 Penalty: 5169.377930
	Iteration 2F: 3 clusters Score -3542290 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3542959.250000 Penalty: 5169.377930
	Iteration 3Q: 3 clusters Score -3542959 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3543675.500000 Penalty: 5169.377930
	Iteration 4Q: 3 clusters Score -3543676 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3544560.250000 Penalty: 5169.377930
	Iteration 5Q: 3 clusters Score -3544560 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3545663.750000 Penalty: 5169.377930
	Iteration 6F: 3 clusters Score -3545664 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3546912.250000 Penalty: 5169.377930
	Iteration 7F: 3 clusters Score -3546912 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3548321.500000 Penalty: 5169.377930
	Iteration 8F: 3 clusters Score -3548322 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3549694.500000 Penalty: 5169.377930
	Iteration 9F: 3 clusters Score -3549694 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3550950.750000 Penalty: 5169.377930
	Iteration 10Q: 3 clusters Score -3550951 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3551912.000000 Penalty: 5169.377930
	Iteration 11Q: 3 clusters Score -3551912 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3552614.750000 Penalty: 5169.377930
	Iteration 12Q: 3 clusters Score -3552615 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3553077.250000 Penalty: 5169.377930
	Iteration 13Q: 3 clusters Score -3553077 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3553389.750000 Penalty: 5169.377930
	Iteration 14Q: 3 clusters Score -3553390 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3553606.000000 Penalty: 5169.377930
	Iteration 15Q: 3 clusters Score -3553606 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3553747.000000 Penalty: 5169.377930
	Iteration 16Q: 3 clusters Score -3553747 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -3553875.000000 Penalty: 5169.377930
	Iteration 17Q: 3 clusters Score -3553875 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3553975.750000 Penalty: 5169.377930
	Iteration 18Q: 3 clusters Score -3553976 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -3554038.000000 Penalty: 5169.377930
	Iteration 19Q: 3 clusters Score -3554038 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -3554118.750000 Penalty: 5169.377930
	Iteration 20F: 3 clusters Score -3554119 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3554190.000000 Penalty: 5169.377930
	Iteration 21Q: 3 clusters Score -3554190 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3554254.250000 Penalty: 5169.377930
	Iteration 22Q: 3 clusters Score -3554254 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -3554301.750000 Penalty: 5169.377930
	Iteration 23Q: 3 clusters Score -3554302 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3554329.500000 Penalty: 5169.377930
	Iteration 24Q: 3 clusters Score -3554330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3554360.500000 Penalty: 5169.377930
	Iteration 25Q: 3 clusters Score -3554360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -3554370.250000 Penalty: 5169.377930
	Iteration 26Q: 3 clusters Score -3554370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3554395.500000 Penalty: 5169.377930
	Iteration 27Q: 3 clusters Score -3554396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -3554412.000000 Penalty: 5169.377930
	Iteration 28Q: 3 clusters Score -3554412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -3554428.000000 Penalty: 5169.377930
	Iteration 29Q: 3 clusters Score -3554428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -3554446.500000 Penalty: 5169.377930
	Iteration 30Q: 3 clusters Score -3554446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -3554462.000000 Penalty: 5169.377930
	Iteration 31Q: 3 clusters Score -3554462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -3554467.000000 Penalty: 5169.377930
	Iteration 32Q: 3 clusters Score -3554467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3554482.000000 Penalty: 5169.377930
	Iteration 33Q: 3 clusters Score -3554482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3554491.500000 Penalty: 5169.377930
	Iteration 34Q: 3 clusters Score -3554492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -3554499.000000 Penalty: 5169.377930
	Iteration 35Q: 3 clusters Score -3554499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -3554507.000000 Penalty: 5169.377930
	Iteration 36Q: 3 clusters Score -3554507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3554509.250000 Penalty: 5169.377930
	Iteration 37Q: 3 clusters Score -3554509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -3554518.000000 Penalty: 5169.377930
	Iteration 38Q: 3 clusters Score -3554518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -3554520.750000 Penalty: 5169.377930
	Iteration 39Q: 3 clusters Score -3554521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -3554529.500000 Penalty: 5169.377930
	Iteration 40F: 3 clusters Score -3554530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -3554532.000000 Penalty: 5169.377930
	Iteration 41Q: 3 clusters Score -3554532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3554529.750000 Penalty: 5169.377930
	Iteration 42Q: 3 clusters Score -3554530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -3554535.750000 Penalty: 5169.377930
	Iteration 43Q: 3 clusters Score -3554536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -3554539.500000 Penalty: 5169.377930
	Iteration 44Q: 3 clusters Score -3554540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3554540.250000 Penalty: 5169.377930
	Iteration 45Q: 3 clusters Score -3554540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -3554544.750000 Penalty: 5169.377930
	Iteration 46Q: 3 clusters Score -3554545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3554549.250000 Penalty: 5169.377930
	Iteration 47Q: 3 clusters Score -3554549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3554554.750000 Penalty: 5169.377930
	Iteration 48Q: 3 clusters Score -3554555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -3554549.750000 Penalty: 5169.377930
	Iteration 49Q: 3 clusters Score -3554550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3554555.750000 Penalty: 5169.377930
	Iteration 50Q: 3 clusters Score -3554556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3554565.750000 Penalty: 5169.377930
	Iteration 51Q: 3 clusters Score -3554566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3554573.250000 Penalty: 5169.377930
	Iteration 52Q: 3 clusters Score -3554573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3554575.000000 Penalty: 5169.377930
	Iteration 53Q: 3 clusters Score -3554575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3554572.750000 Penalty: 5169.377930
	Iteration 54Q: 3 clusters Score -3554573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -3554584.750000 Penalty: 5169.377930
	Iteration 55Q: 3 clusters Score -3554585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -3554579.250000 Penalty: 5169.377930
	Iteration 56Q: 3 clusters Score -3554579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -3554588.250000 Penalty: 5169.377930
	Iteration 57Q: 3 clusters Score -3554588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -3554592.500000 Penalty: 5169.377930
	Iteration 58Q: 3 clusters Score -3554592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -3554604.250000 Penalty: 5169.377930
	Iteration 59Q: 3 clusters Score -3554604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -3554607.000000 Penalty: 5169.377930
	Iteration 60F: 3 clusters Score -3554607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -3554606.750000 Penalty: 5169.377930
	Iteration 61Q: 3 clusters Score -3554607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3554617.250000 Penalty: 5169.377930
	Iteration 62Q: 3 clusters Score -3554617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3554615.750000 Penalty: 5169.377930
	Iteration 63Q: 3 clusters Score -3554616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -3554620.500000 Penalty: 5169.377930
	Iteration 64Q: 3 clusters Score -3554620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3554621.750000 Penalty: 5169.377930
	Iteration 65Q: 3 clusters Score -3554622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -3554622.250000 Penalty: 5169.377930
	Iteration 66Q: 3 clusters Score -3554622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -3554624.750000 Penalty: 5169.377930
	Iteration 67Q: 3 clusters Score -3554625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -3554626.250000 Penalty: 5169.377930
	Iteration 68Q: 3 clusters Score -3554626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3554627.750000 Penalty: 5169.377930
	Iteration 69Q: 3 clusters Score -3554628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3554630.000000 Penalty: 5169.377930
	Iteration 70Q: 3 clusters Score -3554630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -3554631.000000 Penalty: 5169.377930
	Iteration 71Q: 3 clusters Score -3554631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -3554631.000000 Penalty: 5169.377930
	Iteration 72F: 3 clusters Score -3554631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (27752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Entering Unmasked Estep 
Score: -3177063.750000 Penalty: 2537.303711
	Iteration 0F: 2 clusters Score -3177064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3158002.000000 Penalty: 5074.607422
	Iteration 0F: 3 clusters Score -3158002 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3164559.250000 Penalty: 5074.607422
	Iteration 1F: 3 clusters Score -3164559 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3164974.000000 Penalty: 5074.607422
	Iteration 2Q: 3 clusters Score -3164974 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3165352.000000 Penalty: 5074.607422
	Iteration 3Q: 3 clusters Score -3165352 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3165746.250000 Penalty: 5074.607422
	Iteration 4Q: 3 clusters Score -3165746 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3166247.000000 Penalty: 5074.607422
	Iteration 5Q: 3 clusters Score -3166247 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3167018.750000 Penalty: 5074.607422
	Iteration 6F: 3 clusters Score -3167019 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3168022.750000 Penalty: 5074.607422
	Iteration 7F: 3 clusters Score -3168023 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3169194.000000 Penalty: 5074.607422
	Iteration 8F: 3 clusters Score -3169194 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3170530.500000 Penalty: 5074.607422
	Iteration 9F: 3 clusters Score -3170530 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3171756.250000 Penalty: 5074.607422
	Iteration 10F: 3 clusters Score -3171756 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3172816.250000 Penalty: 5074.607422
	Iteration 11Q: 3 clusters Score -3172816 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3173741.750000 Penalty: 5074.607422
	Iteration 12Q: 3 clusters Score -3173742 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3174377.250000 Penalty: 5074.607422
	Iteration 13Q: 3 clusters Score -3174377 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3174845.500000 Penalty: 5074.607422
	Iteration 14Q: 3 clusters Score -3174846 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3175148.750000 Penalty: 5074.607422
	Iteration 15Q: 3 clusters Score -3175149 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3175297.000000 Penalty: 5074.607422
	Iteration 16Q: 3 clusters Score -3175297 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3175376.750000 Penalty: 5074.607422
	Iteration 17Q: 3 clusters Score -3175377 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3175421.250000 Penalty: 5074.607422
	Iteration 18Q: 3 clusters Score -3175421 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3175464.250000 Penalty: 5074.607422
	Iteration 19Q: 3 clusters Score -3175464 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3175512.250000 Penalty: 5074.607422
	Iteration 20F: 3 clusters Score -3175512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3175543.500000 Penalty: 5074.607422
	Iteration 21Q: 3 clusters Score -3175544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3175565.750000 Penalty: 5074.607422
	Iteration 22Q: 3 clusters Score -3175566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3175583.500000 Penalty: 5074.607422
	Iteration 23Q: 3 clusters Score -3175584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3175605.250000 Penalty: 5074.607422
	Iteration 24Q: 3 clusters Score -3175605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3175621.250000 Penalty: 5074.607422
	Iteration 25Q: 3 clusters Score -3175621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3175631.750000 Penalty: 5074.607422
	Iteration 26Q: 3 clusters Score -3175632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3175651.250000 Penalty: 5074.607422
	Iteration 27Q: 3 clusters Score -3175651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3175672.750000 Penalty: 5074.607422
	Iteration 28Q: 3 clusters Score -3175673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3175686.500000 Penalty: 5074.607422
	Iteration 29Q: 3 clusters Score -3175686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3175703.500000 Penalty: 5074.607422
	Iteration 30Q: 3 clusters Score -3175704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3175722.500000 Penalty: 5074.607422
	Iteration 31Q: 3 clusters Score -3175722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3175736.000000 Penalty: 5074.607422
	Iteration 32Q: 3 clusters Score -3175736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3175756.000000 Penalty: 5074.607422
	Iteration 33Q: 3 clusters Score -3175756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3175776.250000 Penalty: 5074.607422
	Iteration 34Q: 3 clusters Score -3175776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3175800.000000 Penalty: 5074.607422
	Iteration 35Q: 3 clusters Score -3175800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3175813.250000 Penalty: 5074.607422
	Iteration 36Q: 3 clusters Score -3175813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3175835.250000 Penalty: 5074.607422
	Iteration 37Q: 3 clusters Score -3175835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3175840.500000 Penalty: 5074.607422
	Iteration 38Q: 3 clusters Score -3175840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3175846.250000 Penalty: 5074.607422
	Iteration 39Q: 3 clusters Score -3175846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3175855.750000 Penalty: 5074.607422
	Iteration 40F: 3 clusters Score -3175856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3175865.000000 Penalty: 5074.607422
	Iteration 41Q: 3 clusters Score -3175865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3175878.250000 Penalty: 5074.607422
	Iteration 42Q: 3 clusters Score -3175878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3175880.500000 Penalty: 5074.607422
	Iteration 43Q: 3 clusters Score -3175880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3175886.000000 Penalty: 5074.607422
	Iteration 44Q: 3 clusters Score -3175886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3175889.750000 Penalty: 5074.607422
	Iteration 45Q: 3 clusters Score -3175890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3175891.000000 Penalty: 5074.607422
	Iteration 46Q: 3 clusters Score -3175891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3175892.000000 Penalty: 5074.607422
	Iteration 47Q: 3 clusters Score -3175892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3175893.000000 Penalty: 5074.607422
	Iteration 48Q: 3 clusters Score -3175893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3175890.500000 Penalty: 5074.607422
	Iteration 49Q: 3 clusters Score -3175890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3175892.500000 Penalty: 5074.607422
	Iteration 50Q: 3 clusters Score -3175892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3175894.250000 Penalty: 5074.607422
	Iteration 51Q: 3 clusters Score -3175894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3175895.000000 Penalty: 5074.607422
	Iteration 52Q: 3 clusters Score -3175895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3175893.500000 Penalty: 5074.607422
	Iteration 53Q: 3 clusters Score -3175894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3175893.500000 Penalty: 5074.607422
	Iteration 54F: 3 clusters Score -3175894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Entering Unmasked Estep 
Score: -447438.312500 Penalty: 2094.319824
	Iteration 0F: 2 clusters Score -447438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -443180.562500 Penalty: 4188.639648
	Iteration 0F: 3 clusters Score -443180.6 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -444197.812500 Penalty: 4188.639648
	Iteration 1F: 3 clusters Score -444197.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -444458.375000 Penalty: 4188.639648
	Iteration 2F: 3 clusters Score -444458.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -444613.375000 Penalty: 4188.639648
	Iteration 3F: 3 clusters Score -444613.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -444749.093750 Penalty: 4188.639648
	Iteration 4Q: 3 clusters Score -444749.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -444901.093750 Penalty: 4188.639648
	Iteration 5Q: 3 clusters Score -444901.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -445070.312500 Penalty: 4188.639648
	Iteration 6Q: 3 clusters Score -445070.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -445248.906250 Penalty: 4188.639648
	Iteration 7Q: 3 clusters Score -445248.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -445467.218750 Penalty: 4188.639648
	Iteration 8Q: 3 clusters Score -445467.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -445636.250000 Penalty: 4188.639648
	Iteration 9Q: 3 clusters Score -445636.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -445811.093750 Penalty: 4188.639648
	Iteration 10Q: 3 clusters Score -445811.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -445941.468750 Penalty: 4188.639648
	Iteration 11Q: 3 clusters Score -445941.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -446045.687500 Penalty: 4188.639648
	Iteration 12Q: 3 clusters Score -446045.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -446116.156250 Penalty: 4188.639648
	Iteration 13Q: 3 clusters Score -446116.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -446160.937500 Penalty: 4188.639648
	Iteration 14Q: 3 clusters Score -446160.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -446187.656250 Penalty: 4188.639648
	Iteration 15Q: 3 clusters Score -446187.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -446209.625000 Penalty: 4188.639648
	Iteration 16Q: 3 clusters Score -446209.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -446226.343750 Penalty: 4188.639648
	Iteration 17Q: 3 clusters Score -446226.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -446234.031250 Penalty: 4188.639648
	Iteration 18Q: 3 clusters Score -446234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -446240.406250 Penalty: 4188.639648
	Iteration 19Q: 3 clusters Score -446240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -446244.375000 Penalty: 4188.639648
	Iteration 20F: 3 clusters Score -446244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -446245.718750 Penalty: 4188.639648
	Iteration 21Q: 3 clusters Score -446245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -446248.468750 Penalty: 4188.639648
	Iteration 22Q: 3 clusters Score -446248.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -446251.187500 Penalty: 4188.639648
	Iteration 23Q: 3 clusters Score -446251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -446253.812500 Penalty: 4188.639648
	Iteration 24Q: 3 clusters Score -446253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -446255.343750 Penalty: 4188.639648
	Iteration 25Q: 3 clusters Score -446255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -446255.437500 Penalty: 4188.639648
	Iteration 26Q: 3 clusters Score -446255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -446256.031250 Penalty: 4188.639648
	Iteration 27Q: 3 clusters Score -446256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -446256.031250 Penalty: 4188.639648
	Iteration 28F: 3 clusters Score -446256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -526111.062500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -526111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -521640.593750 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -521640.6 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -522746.156250 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -522746.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -522938.375000 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -522938.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -523054.687500 Penalty: 4217.232910
	Iteration 3Q: 3 clusters Score -523054.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -523152.656250 Penalty: 4217.232910
	Iteration 4Q: 3 clusters Score -523152.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -523230.531250 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -523230.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -523293.093750 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -523293.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -523356.656250 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -523356.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -523403.906250 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -523403.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -523452.687500 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -523452.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -523504.531250 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -523504.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -523555.156250 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -523555.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -523614.187500 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -523614.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -523660.062500 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -523660.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -523704.468750 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -523704.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -523747.406250 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -523747.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -523782.906250 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -523782.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -523817.937500 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -523817.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -523861.437500 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -523861.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -523918.968750 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -523919 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -523986.562500 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -523986.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -524075.781250 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -524075.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -524193.062500 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -524193.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -524320.187500 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -524320.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -524457.687500 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -524457.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -524591.250000 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -524591.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -524696.875000 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -524696.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -524769.500000 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -524769.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -524826.750000 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -524826.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -524872.500000 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -524872.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -524907.062500 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -524907.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -524939.312500 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -524939.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -524970.875000 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -524970.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -524993.250000 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -524993.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -525009.750000 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -525009.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -525025.500000 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -525025.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -525046.750000 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -525046.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -525062.312500 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -525062.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -525070.812500 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -525070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -525073.625000 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -525073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -525076.937500 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -525076.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -525080.750000 Penalty: 4217.232910
	Iteration 41Q: 3 clusters Score -525080.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -525083.687500 Penalty: 4217.232910
	Iteration 42Q: 3 clusters Score -525083.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -525086.625000 Penalty: 4217.232910
	Iteration 43Q: 3 clusters Score -525086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -525089.062500 Penalty: 4217.232910
	Iteration 44Q: 3 clusters Score -525089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -525092.437500 Penalty: 4217.232910
	Iteration 45Q: 3 clusters Score -525092.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -525096.000000 Penalty: 4217.232910
	Iteration 46Q: 3 clusters Score -525096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -525099.125000 Penalty: 4217.232910
	Iteration 47Q: 3 clusters Score -525099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -525099.437500 Penalty: 4217.232910
	Iteration 48Q: 3 clusters Score -525099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -525100.875000 Penalty: 4217.232910
	Iteration 49Q: 3 clusters Score -525100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -525100.750000 Penalty: 4217.232910
	Iteration 50Q: 3 clusters Score -525100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -525100.750000 Penalty: 4217.232910
	Iteration 51F: 3 clusters Score -525100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -23188.998047 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -23189 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 118 members 
Entering Unmasked Estep 
Score: -22059.937500 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -22059.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22150.095703 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -22150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22176.523438 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -22176.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22176.523438 Penalty: 2692.955322
	Iteration 3F: 3 clusters Score -22176.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -19295.125000 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -19295.12 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 125 members 
Entering Unmasked Estep 
Score: -18176.861328 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -18176.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18288.490234 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -18288.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18336.357422 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -18336.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18383.019531 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -18383.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18401.242188 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -18401.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18420.671875 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -18420.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18484.867188 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -18484.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18493.048828 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -18493.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18493.048828 Penalty: 2756.186768
	Iteration 8F: 3 clusters Score -18493.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -350238.656250 Penalty: 2001.894409
	Iteration 0F: 2 clusters Score -350238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -346872.031250 Penalty: 4003.788818
	Iteration 0F: 3 clusters Score -346872 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -347547.343750 Penalty: 4003.788818
	Iteration 1F: 3 clusters Score -347547.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -347728.906250 Penalty: 4003.788818
	Iteration 2F: 3 clusters Score -347728.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -347837.218750 Penalty: 4003.788818
	Iteration 3Q: 3 clusters Score -347837.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -347934.031250 Penalty: 4003.788818
	Iteration 4Q: 3 clusters Score -347934 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -348008.125000 Penalty: 4003.788818
	Iteration 5Q: 3 clusters Score -348008.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -348079.437500 Penalty: 4003.788818
	Iteration 6Q: 3 clusters Score -348079.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -348139.406250 Penalty: 4003.788818
	Iteration 7Q: 3 clusters Score -348139.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -348236.937500 Penalty: 4003.788818
	Iteration 8Q: 3 clusters Score -348236.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -348356.125000 Penalty: 4003.788818
	Iteration 9Q: 3 clusters Score -348356.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -348501.281250 Penalty: 4003.788818
	Iteration 10Q: 3 clusters Score -348501.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -348631.750000 Penalty: 4003.788818
	Iteration 11Q: 3 clusters Score -348631.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -348718.562500 Penalty: 4003.788818
	Iteration 12Q: 3 clusters Score -348718.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -348769.062500 Penalty: 4003.788818
	Iteration 13Q: 3 clusters Score -348769.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -348797.093750 Penalty: 4003.788818
	Iteration 14Q: 3 clusters Score -348797.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -348818.093750 Penalty: 4003.788818
	Iteration 15Q: 3 clusters Score -348818.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -348829.218750 Penalty: 4003.788818
	Iteration 16Q: 3 clusters Score -348829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -348837.843750 Penalty: 4003.788818
	Iteration 17Q: 3 clusters Score -348837.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -348845.437500 Penalty: 4003.788818
	Iteration 18Q: 3 clusters Score -348845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -348854.156250 Penalty: 4003.788818
	Iteration 19Q: 3 clusters Score -348854.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -348860.593750 Penalty: 4003.788818
	Iteration 20F: 3 clusters Score -348860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -348871.593750 Penalty: 4003.788818
	Iteration 21Q: 3 clusters Score -348871.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -348880.625000 Penalty: 4003.788818
	Iteration 22Q: 3 clusters Score -348880.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -348885.406250 Penalty: 4003.788818
	Iteration 23Q: 3 clusters Score -348885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -348887.156250 Penalty: 4003.788818
	Iteration 24Q: 3 clusters Score -348887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -348890.968750 Penalty: 4003.788818
	Iteration 25Q: 3 clusters Score -348891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -348897.656250 Penalty: 4003.788818
	Iteration 26Q: 3 clusters Score -348897.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -348909.156250 Penalty: 4003.788818
	Iteration 27Q: 3 clusters Score -348909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -348922.562500 Penalty: 4003.788818
	Iteration 28Q: 3 clusters Score -348922.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -348940.625000 Penalty: 4003.788818
	Iteration 29Q: 3 clusters Score -348940.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -348964.625000 Penalty: 4003.788818
	Iteration 30Q: 3 clusters Score -348964.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -348982.312500 Penalty: 4003.788818
	Iteration 31Q: 3 clusters Score -348982.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -348999.437500 Penalty: 4003.788818
	Iteration 32Q: 3 clusters Score -348999.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -349012.468750 Penalty: 4003.788818
	Iteration 33Q: 3 clusters Score -349012.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -349026.843750 Penalty: 4003.788818
	Iteration 34Q: 3 clusters Score -349026.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -349040.781250 Penalty: 4003.788818
	Iteration 35Q: 3 clusters Score -349040.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -349052.625000 Penalty: 4003.788818
	Iteration 36Q: 3 clusters Score -349052.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -349061.000000 Penalty: 4003.788818
	Iteration 37Q: 3 clusters Score -349061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -349067.468750 Penalty: 4003.788818
	Iteration 38Q: 3 clusters Score -349067.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -349071.781250 Penalty: 4003.788818
	Iteration 39Q: 3 clusters Score -349071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -349075.250000 Penalty: 4003.788818
	Iteration 40F: 3 clusters Score -349075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -349082.531250 Penalty: 4003.788818
	Iteration 41Q: 3 clusters Score -349082.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -349088.062500 Penalty: 4003.788818
	Iteration 42Q: 3 clusters Score -349088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -349092.375000 Penalty: 4003.788818
	Iteration 43Q: 3 clusters Score -349092.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -349094.437500 Penalty: 4003.788818
	Iteration 44Q: 3 clusters Score -349094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -349095.437500 Penalty: 4003.788818
	Iteration 45Q: 3 clusters Score -349095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -349096.531250 Penalty: 4003.788818
	Iteration 46Q: 3 clusters Score -349096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -349097.562500 Penalty: 4003.788818
	Iteration 47Q: 3 clusters Score -349097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -349097.562500 Penalty: 4003.788818
	Iteration 48F: 3 clusters Score -349097.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Entering Unmasked Estep 
Score: -883838.562500 Penalty: 2227.893066
	Iteration 0F: 2 clusters Score -883838.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -877439.437500 Penalty: 4455.786133
	Iteration 0F: 3 clusters Score -877439.4 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -879447.062500 Penalty: 4455.786133
	Iteration 1F: 3 clusters Score -879447.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -880047.000000 Penalty: 4455.786133
	Iteration 2F: 3 clusters Score -880047 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -880695.375000 Penalty: 4455.786133
	Iteration 3F: 3 clusters Score -880695.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -881326.875000 Penalty: 4455.786133
	Iteration 4F: 3 clusters Score -881326.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -881834.875000 Penalty: 4455.786133
	Iteration 5F: 3 clusters Score -881834.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -882304.000000 Penalty: 4455.786133
	Iteration 6F: 3 clusters Score -882304 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -882742.250000 Penalty: 4455.786133
	Iteration 7F: 3 clusters Score -882742.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -883074.125000 Penalty: 4455.786133
	Iteration 8Q: 3 clusters Score -883074.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -883299.562500 Penalty: 4455.786133
	Iteration 9Q: 3 clusters Score -883299.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -883462.250000 Penalty: 4455.786133
	Iteration 10Q: 3 clusters Score -883462.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -883647.812500 Penalty: 4455.786133
	Iteration 11Q: 3 clusters Score -883647.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -883789.062500 Penalty: 4455.786133
	Iteration 12Q: 3 clusters Score -883789.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -883867.812500 Penalty: 4455.786133
	Iteration 13Q: 3 clusters Score -883867.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -883903.437500 Penalty: 4455.786133
	Iteration 14Q: 3 clusters Score -883903.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -883914.937500 Penalty: 4455.786133
	Iteration 15Q: 3 clusters Score -883914.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -883923.250000 Penalty: 4455.786133
	Iteration 16Q: 3 clusters Score -883923.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -883926.500000 Penalty: 4455.786133
	Iteration 17Q: 3 clusters Score -883926.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -883927.250000 Penalty: 4455.786133
	Iteration 18Q: 3 clusters Score -883927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -883927.750000 Penalty: 4455.786133
	Iteration 19Q: 3 clusters Score -883927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -883930.250000 Penalty: 4455.786133
	Iteration 20F: 3 clusters Score -883930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -883931.375000 Penalty: 4455.786133
	Iteration 21Q: 3 clusters Score -883931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -883930.750000 Penalty: 4455.786133
	Iteration 22Q: 3 clusters Score -883930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -883930.750000 Penalty: 4455.786133
	Iteration 23F: 3 clusters Score -883930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 53246 members 
Mstep: Class 4 contains 213784 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 14665 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 143146 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 108141 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 25205 members 
Mstep: Class 28 contains 45353 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5879 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 24771 members 
Mstep: Class 41 contains 5365 members 
Mstep: Class 42 contains 6868 members 
Mstep: Class 43 contains 331 members 
Mstep: Class 44 contains 6874 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 33595 members 
Mstep: Class 47 contains 27752 members 
Mstep: Class 48 contains 4651 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 3204 members 
Mstep: Class 53 contains 6000 members 
Mstep: Class 54 contains 10991 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 16321 members 
Mstep: Class 57 contains 888 members 
Mstep: Class 58 contains 8177 members 
Mstep: Class 59 contains 514 members 
Mstep: Class 60 contains 20715 members 
Mstep: Class 61 contains 1536 members 
Mstep: Class 62 contains 8416 members 
Mstep: Class 63 contains 5009 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 12914 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 16913 members 
Mstep: Class 68 contains 14143 members 
Mstep: Class 69 contains 25459 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 12955 members 
Mstep: Class 72 contains 1970 members 
Entering Unmasked Estep 
Score: -139312240.000000 Penalty: 251259.593750
Splitting cluster 53 changes total score from -139313360.000000 to -139312240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (10991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Entering Unmasked Estep 
Score: -1196334.375000 Penalty: 2307.598389
	Iteration 0F: 2 clusters Score -1196334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1187933.625000 Penalty: 4615.196777
	Iteration 0F: 3 clusters Score -1187934 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1190514.125000 Penalty: 4615.196777
	Iteration 1F: 3 clusters Score -1190514 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1190928.625000 Penalty: 4615.196777
	Iteration 2F: 3 clusters Score -1190929 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1191314.750000 Penalty: 4615.196777
	Iteration 3F: 3 clusters Score -1191315 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1191798.500000 Penalty: 4615.196777
	Iteration 4F: 3 clusters Score -1191798 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1192455.625000 Penalty: 4615.196777
	Iteration 5F: 3 clusters Score -1192456 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1193305.625000 Penalty: 4615.196777
	Iteration 6F: 3 clusters Score -1193306 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1194142.500000 Penalty: 4615.196777
	Iteration 7F: 3 clusters Score -1194142 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1194822.250000 Penalty: 4615.196777
	Iteration 8F: 3 clusters Score -1194822 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1195222.250000 Penalty: 4615.196777
	Iteration 9Q: 3 clusters Score -1195222 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1195447.000000 Penalty: 4615.196777
	Iteration 10Q: 3 clusters Score -1195447 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1195572.250000 Penalty: 4615.196777
	Iteration 11Q: 3 clusters Score -1195572 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1195648.750000 Penalty: 4615.196777
	Iteration 12Q: 3 clusters Score -1195649 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1195692.000000 Penalty: 4615.196777
	Iteration 13Q: 3 clusters Score -1195692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1195730.625000 Penalty: 4615.196777
	Iteration 14Q: 3 clusters Score -1195731 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1195760.500000 Penalty: 4615.196777
	Iteration 15Q: 3 clusters Score -1195760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1195777.625000 Penalty: 4615.196777
	Iteration 16Q: 3 clusters Score -1195778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1195792.250000 Penalty: 4615.196777
	Iteration 17Q: 3 clusters Score -1195792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1195808.250000 Penalty: 4615.196777
	Iteration 18Q: 3 clusters Score -1195808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1195822.000000 Penalty: 4615.196777
	Iteration 19Q: 3 clusters Score -1195822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1195840.750000 Penalty: 4615.196777
	Iteration 20F: 3 clusters Score -1195841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1195862.125000 Penalty: 4615.196777
	Iteration 21Q: 3 clusters Score -1195862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1195879.625000 Penalty: 4615.196777
	Iteration 22Q: 3 clusters Score -1195880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1195898.875000 Penalty: 4615.196777
	Iteration 23Q: 3 clusters Score -1195899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1195903.625000 Penalty: 4615.196777
	Iteration 24Q: 3 clusters Score -1195904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1195911.750000 Penalty: 4615.196777
	Iteration 25Q: 3 clusters Score -1195912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1195915.000000 Penalty: 4615.196777
	Iteration 26Q: 3 clusters Score -1195915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1195917.000000 Penalty: 4615.196777
	Iteration 27Q: 3 clusters Score -1195917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1195916.250000 Penalty: 4615.196777
	Iteration 28Q: 3 clusters Score -1195916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1195917.875000 Penalty: 4615.196777
	Iteration 29Q: 3 clusters Score -1195918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1195918.375000 Penalty: 4615.196777
	Iteration 30Q: 3 clusters Score -1195918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1195920.000000 Penalty: 4615.196777
	Iteration 31Q: 3 clusters Score -1195920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1195918.625000 Penalty: 4615.196777
	Iteration 32Q: 3 clusters Score -1195919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1195919.375000 Penalty: 4615.196777
	Iteration 33Q: 3 clusters Score -1195919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1195917.875000 Penalty: 4615.196777
	Iteration 34Q: 3 clusters Score -1195918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1195920.000000 Penalty: 4615.196777
	Iteration 35Q: 3 clusters Score -1195920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1195920.000000 Penalty: 4615.196777
	Iteration 36F: 3 clusters Score -1195920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -141860.296875 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -141860.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -139461.062500 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -139461.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -139968.296875 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -139968.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -140143.890625 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -140143.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -140226.265625 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -140226.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -140291.484375 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -140291.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -140341.171875 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -140341.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -140389.531250 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -140389.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -140423.046875 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -140423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -140434.968750 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -140435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -140443.765625 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -140443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -140448.359375 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -140448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -140452.609375 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -140452.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -140460.562500 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -140460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -140465.093750 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -140465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -140466.921875 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -140466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140471.156250 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -140471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -140478.281250 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -140478.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -140485.078125 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -140485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -140487.187500 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -140487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -140488.921875 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -140488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140490.375000 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -140490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -140491.203125 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -140491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -140491.921875 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -140491.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -140491.921875 Penalty: 3692.637207
	Iteration 23F: 3 clusters Score -140491.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (16321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Entering Unmasked Estep 
Score: -1853209.750000 Penalty: 2405.651611
	Iteration 0F: 2 clusters Score -1853210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1841433.750000 Penalty: 4811.303223
	Iteration 0F: 3 clusters Score -1841434 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1845213.250000 Penalty: 4811.303223
	Iteration 1F: 3 clusters Score -1845213 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1845597.625000 Penalty: 4811.303223
	Iteration 2F: 3 clusters Score -1845598 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1845888.500000 Penalty: 4811.303223
	Iteration 3Q: 3 clusters Score -1845888 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1846169.125000 Penalty: 4811.303223
	Iteration 4Q: 3 clusters Score -1846169 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1846470.625000 Penalty: 4811.303223
	Iteration 5Q: 3 clusters Score -1846471 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1846782.375000 Penalty: 4811.303223
	Iteration 6Q: 3 clusters Score -1846782 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1847149.625000 Penalty: 4811.303223
	Iteration 7Q: 3 clusters Score -1847150 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1847592.375000 Penalty: 4811.303223
	Iteration 8Q: 3 clusters Score -1847592 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1848080.250000 Penalty: 4811.303223
	Iteration 9Q: 3 clusters Score -1848080 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1848609.500000 Penalty: 4811.303223
	Iteration 10Q: 3 clusters Score -1848610 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1849145.500000 Penalty: 4811.303223
	Iteration 11Q: 3 clusters Score -1849146 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1849680.125000 Penalty: 4811.303223
	Iteration 12Q: 3 clusters Score -1849680 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1850174.375000 Penalty: 4811.303223
	Iteration 13Q: 3 clusters Score -1850174 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1850524.625000 Penalty: 4811.303223
	Iteration 14Q: 3 clusters Score -1850525 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1850733.625000 Penalty: 4811.303223
	Iteration 15Q: 3 clusters Score -1850734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1850861.000000 Penalty: 4811.303223
	Iteration 16Q: 3 clusters Score -1850861 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1850949.875000 Penalty: 4811.303223
	Iteration 17Q: 3 clusters Score -1850950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1851011.250000 Penalty: 4811.303223
	Iteration 18Q: 3 clusters Score -1851011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1851039.875000 Penalty: 4811.303223
	Iteration 19Q: 3 clusters Score -1851040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1851060.750000 Penalty: 4811.303223
	Iteration 20F: 3 clusters Score -1851061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1851077.750000 Penalty: 4811.303223
	Iteration 21Q: 3 clusters Score -1851078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1851085.375000 Penalty: 4811.303223
	Iteration 22Q: 3 clusters Score -1851085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1851095.000000 Penalty: 4811.303223
	Iteration 23Q: 3 clusters Score -1851095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1851097.875000 Penalty: 4811.303223
	Iteration 24Q: 3 clusters Score -1851098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1851100.750000 Penalty: 4811.303223
	Iteration 25Q: 3 clusters Score -1851101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1851108.250000 Penalty: 4811.303223
	Iteration 26Q: 3 clusters Score -1851108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1851111.125000 Penalty: 4811.303223
	Iteration 27Q: 3 clusters Score -1851111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1851111.125000 Penalty: 4811.303223
	Iteration 28Q: 3 clusters Score -1851111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1851115.375000 Penalty: 4811.303223
	Iteration 29Q: 3 clusters Score -1851115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1851122.750000 Penalty: 4811.303223
	Iteration 30Q: 3 clusters Score -1851123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1851123.875000 Penalty: 4811.303223
	Iteration 31Q: 3 clusters Score -1851124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1851123.875000 Penalty: 4811.303223
	Iteration 32F: 3 clusters Score -1851124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -90964.335938 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -90964.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89103.609375 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -89103.61 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89439.171875 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -89439.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89565.132812 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -89565.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -89635.804688 Penalty: 3367.330078
	Iteration 3Q: 3 clusters Score -89635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89683.406250 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -89683.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89714.000000 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -89714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89762.265625 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -89762.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89796.539062 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -89796.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89815.960938 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -89815.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89833.437500 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -89833.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89848.992188 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -89848.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89858.757812 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -89858.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89866.179688 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -89866.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89874.882812 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -89874.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89906.515625 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -89906.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89921.593750 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -89921.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89931.882812 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -89931.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89948.375000 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -89948.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89950.492188 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -89950.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89950.492188 Penalty: 3367.330078
	Iteration 19F: 3 clusters Score -89950.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -925665.375000 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -925665.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -919103.875000 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -919103.9 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -920865.875000 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -920865.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -921109.687500 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -921109.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -921300.937500 Penalty: 4468.503906
	Iteration 3Q: 3 clusters Score -921300.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -921496.312500 Penalty: 4468.503906
	Iteration 4Q: 3 clusters Score -921496.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -921694.875000 Penalty: 4468.503906
	Iteration 5Q: 3 clusters Score -921694.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -921909.125000 Penalty: 4468.503906
	Iteration 6Q: 3 clusters Score -921909.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -922127.250000 Penalty: 4468.503906
	Iteration 7Q: 3 clusters Score -922127.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -922368.312500 Penalty: 4468.503906
	Iteration 8Q: 3 clusters Score -922368.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -922594.125000 Penalty: 4468.503906
	Iteration 9Q: 3 clusters Score -922594.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -922817.187500 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -922817.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -923063.000000 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -923063 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -923255.125000 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -923255.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -923407.375000 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -923407.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -923524.062500 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -923524.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -923598.625000 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -923598.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -923646.625000 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -923646.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -923681.000000 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -923681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -923718.125000 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -923718.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -923750.687500 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -923750.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -923773.437500 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -923773.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -923796.437500 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -923796.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -923809.062500 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -923809.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -923821.062500 Penalty: 4468.503906
	Iteration 23Q: 3 clusters Score -923821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -923833.750000 Penalty: 4468.503906
	Iteration 24Q: 3 clusters Score -923833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -923842.312500 Penalty: 4468.503906
	Iteration 25Q: 3 clusters Score -923842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -923844.937500 Penalty: 4468.503906
	Iteration 26Q: 3 clusters Score -923844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -923844.937500 Penalty: 4468.503906
	Iteration 27F: 3 clusters Score -923844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -51654.210938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -51654.21 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 271 members 
Entering Unmasked Estep 
Score: -50123.253906 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -50123.25 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50313.804688 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -50313.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50384.316406 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -50384.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50420.164062 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -50420.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50438.574219 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -50438.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50446.238281 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -50446.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50450.789062 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -50450.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50452.230469 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -50452.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50452.230469 Penalty: 3096.142822
	Iteration 8F: 3 clusters Score -50452.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Entering Unmasked Estep 
Score: -2394718.000000 Penalty: 2464.776123
	Iteration 0F: 2 clusters Score -2394718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2380206.000000 Penalty: 4929.552246
	Iteration 0F: 3 clusters Score -2380206 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2385472.250000 Penalty: 4929.552246
	Iteration 1F: 3 clusters Score -2385472 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2386311.750000 Penalty: 4929.552246
	Iteration 2F: 3 clusters Score -2386312 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2387268.500000 Penalty: 4929.552246
	Iteration 3F: 3 clusters Score -2387268 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2388384.750000 Penalty: 4929.552246
	Iteration 4F: 3 clusters Score -2388385 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2389597.500000 Penalty: 4929.552246
	Iteration 5F: 3 clusters Score -2389598 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2390615.000000 Penalty: 4929.552246
	Iteration 6F: 3 clusters Score -2390615 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2391318.500000 Penalty: 4929.552246
	Iteration 7F: 3 clusters Score -2391318 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2391729.000000 Penalty: 4929.552246
	Iteration 8Q: 3 clusters Score -2391729 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2391961.000000 Penalty: 4929.552246
	Iteration 9Q: 3 clusters Score -2391961 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2392118.500000 Penalty: 4929.552246
	Iteration 10Q: 3 clusters Score -2392118 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2392217.750000 Penalty: 4929.552246
	Iteration 11Q: 3 clusters Score -2392218 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2392294.000000 Penalty: 4929.552246
	Iteration 12Q: 3 clusters Score -2392294 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2392358.000000 Penalty: 4929.552246
	Iteration 13Q: 3 clusters Score -2392358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2392401.250000 Penalty: 4929.552246
	Iteration 14Q: 3 clusters Score -2392401 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2392420.250000 Penalty: 4929.552246
	Iteration 15Q: 3 clusters Score -2392420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2392440.000000 Penalty: 4929.552246
	Iteration 16Q: 3 clusters Score -2392440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2392466.250000 Penalty: 4929.552246
	Iteration 17Q: 3 clusters Score -2392466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2392484.000000 Penalty: 4929.552246
	Iteration 18Q: 3 clusters Score -2392484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2392491.750000 Penalty: 4929.552246
	Iteration 19Q: 3 clusters Score -2392492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2392499.250000 Penalty: 4929.552246
	Iteration 20F: 3 clusters Score -2392499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2392516.000000 Penalty: 4929.552246
	Iteration 21Q: 3 clusters Score -2392516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2392529.750000 Penalty: 4929.552246
	Iteration 22Q: 3 clusters Score -2392530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2392534.000000 Penalty: 4929.552246
	Iteration 23Q: 3 clusters Score -2392534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2392542.750000 Penalty: 4929.552246
	Iteration 24Q: 3 clusters Score -2392543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2392550.250000 Penalty: 4929.552246
	Iteration 25Q: 3 clusters Score -2392550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2392555.500000 Penalty: 4929.552246
	Iteration 26Q: 3 clusters Score -2392556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2392576.250000 Penalty: 4929.552246
	Iteration 27Q: 3 clusters Score -2392576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2392588.000000 Penalty: 4929.552246
	Iteration 28Q: 3 clusters Score -2392588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2392599.250000 Penalty: 4929.552246
	Iteration 29Q: 3 clusters Score -2392599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2392605.500000 Penalty: 4929.552246
	Iteration 30Q: 3 clusters Score -2392606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2392625.500000 Penalty: 4929.552246
	Iteration 31Q: 3 clusters Score -2392626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2392633.250000 Penalty: 4929.552246
	Iteration 32Q: 3 clusters Score -2392633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2392653.250000 Penalty: 4929.552246
	Iteration 33Q: 3 clusters Score -2392653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2392668.500000 Penalty: 4929.552246
	Iteration 34Q: 3 clusters Score -2392668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2392684.750000 Penalty: 4929.552246
	Iteration 35Q: 3 clusters Score -2392685 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2392711.750000 Penalty: 4929.552246
	Iteration 36Q: 3 clusters Score -2392712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2392744.000000 Penalty: 4929.552246
	Iteration 37Q: 3 clusters Score -2392744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2392767.750000 Penalty: 4929.552246
	Iteration 38Q: 3 clusters Score -2392768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2392792.000000 Penalty: 4929.552246
	Iteration 39Q: 3 clusters Score -2392792 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2392829.000000 Penalty: 4929.552246
	Iteration 40F: 3 clusters Score -2392829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2392855.500000 Penalty: 4929.552246
	Iteration 41Q: 3 clusters Score -2392856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2392887.000000 Penalty: 4929.552246
	Iteration 42Q: 3 clusters Score -2392887 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2392917.000000 Penalty: 4929.552246
	Iteration 43Q: 3 clusters Score -2392917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2392928.500000 Penalty: 4929.552246
	Iteration 44Q: 3 clusters Score -2392928 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2392954.750000 Penalty: 4929.552246
	Iteration 45Q: 3 clusters Score -2392955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2392976.250000 Penalty: 4929.552246
	Iteration 46Q: 3 clusters Score -2392976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2392985.500000 Penalty: 4929.552246
	Iteration 47Q: 3 clusters Score -2392986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2393006.000000 Penalty: 4929.552246
	Iteration 48Q: 3 clusters Score -2393006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2393016.000000 Penalty: 4929.552246
	Iteration 49Q: 3 clusters Score -2393016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2393021.500000 Penalty: 4929.552246
	Iteration 50Q: 3 clusters Score -2393022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2393029.250000 Penalty: 4929.552246
	Iteration 51Q: 3 clusters Score -2393029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2393034.000000 Penalty: 4929.552246
	Iteration 52Q: 3 clusters Score -2393034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2393034.750000 Penalty: 4929.552246
	Iteration 53Q: 3 clusters Score -2393035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2393036.500000 Penalty: 4929.552246
	Iteration 54Q: 3 clusters Score -2393036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2393039.250000 Penalty: 4929.552246
	Iteration 55Q: 3 clusters Score -2393039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2393042.750000 Penalty: 4929.552246
	Iteration 56Q: 3 clusters Score -2393043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2393050.000000 Penalty: 4929.552246
	Iteration 57Q: 3 clusters Score -2393050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2393051.250000 Penalty: 4929.552246
	Iteration 58Q: 3 clusters Score -2393051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2393050.500000 Penalty: 4929.552246
	Iteration 59Q: 3 clusters Score -2393050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2393046.500000 Penalty: 4929.552246
	Iteration 60F: 3 clusters Score -2393046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2393055.250000 Penalty: 4929.552246
	Iteration 61Q: 3 clusters Score -2393055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2393055.250000 Penalty: 4929.552246
	Iteration 62Q: 3 clusters Score -2393055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2393058.250000 Penalty: 4929.552246
	Iteration 63Q: 3 clusters Score -2393058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2393062.000000 Penalty: 4929.552246
	Iteration 64Q: 3 clusters Score -2393062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2393058.000000 Penalty: 4929.552246
	Iteration 65Q: 3 clusters Score -2393058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2393059.250000 Penalty: 4929.552246
	Iteration 66Q: 3 clusters Score -2393059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2393065.500000 Penalty: 4929.552246
	Iteration 67Q: 3 clusters Score -2393066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2393070.500000 Penalty: 4929.552246
	Iteration 68Q: 3 clusters Score -2393070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2393062.000000 Penalty: 4929.552246
	Iteration 69Q: 3 clusters Score -2393062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2393065.500000 Penalty: 4929.552246
	Iteration 70Q: 3 clusters Score -2393066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2393072.250000 Penalty: 4929.552246
	Iteration 71Q: 3 clusters Score -2393072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2393078.250000 Penalty: 4929.552246
	Iteration 72Q: 3 clusters Score -2393078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2393080.750000 Penalty: 4929.552246
	Iteration 73Q: 3 clusters Score -2393081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2393080.250000 Penalty: 4929.552246
	Iteration 74Q: 3 clusters Score -2393080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2393087.000000 Penalty: 4929.552246
	Iteration 75Q: 3 clusters Score -2393087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2393090.750000 Penalty: 4929.552246
	Iteration 76Q: 3 clusters Score -2393091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2393090.250000 Penalty: 4929.552246
	Iteration 77Q: 3 clusters Score -2393090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2393087.250000 Penalty: 4929.552246
	Iteration 78Q: 3 clusters Score -2393087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2393082.750000 Penalty: 4929.552246
	Iteration 79Q: 3 clusters Score -2393083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2393091.000000 Penalty: 4929.552246
	Iteration 80F: 3 clusters Score -2393091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2393091.750000 Penalty: 4929.552246
	Iteration 81Q: 3 clusters Score -2393092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2393097.500000 Penalty: 4929.552246
	Iteration 82Q: 3 clusters Score -2393098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2393096.250000 Penalty: 4929.552246
	Iteration 83Q: 3 clusters Score -2393096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2393097.250000 Penalty: 4929.552246
	Iteration 84Q: 3 clusters Score -2393097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2393098.750000 Penalty: 4929.552246
	Iteration 85Q: 3 clusters Score -2393099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2393096.750000 Penalty: 4929.552246
	Iteration 86Q: 3 clusters Score -2393097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2393095.500000 Penalty: 4929.552246
	Iteration 87Q: 3 clusters Score -2393096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2393096.250000 Penalty: 4929.552246
	Iteration 88Q: 3 clusters Score -2393096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2393096.250000 Penalty: 4929.552246
	Iteration 89F: 3 clusters Score -2393096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -134332.843750 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -134332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -132066.500000 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -132066.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -132506.578125 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -132506.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132654.031250 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -132654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132799.921875 Penalty: 3639.120605
	Iteration 3Q: 3 clusters Score -132799.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132985.765625 Penalty: 3639.120605
	Iteration 4F: 3 clusters Score -132985.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133223.140625 Penalty: 3639.120605
	Iteration 5F: 3 clusters Score -133223.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133457.671875 Penalty: 3639.120605
	Iteration 6F: 3 clusters Score -133457.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -133704.984375 Penalty: 3639.120605
	Iteration 7F: 3 clusters Score -133705 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -133915.562500 Penalty: 3639.120605
	Iteration 8F: 3 clusters Score -133915.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -134057.218750 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -134057.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -134132.671875 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -134132.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -134174.062500 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -134174.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -134214.921875 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -134214.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134246.062500 Penalty: 3639.120605
	Iteration 13Q: 3 clusters Score -134246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -134254.437500 Penalty: 3639.120605
	Iteration 14Q: 3 clusters Score -134254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -134257.375000 Penalty: 3639.120605
	Iteration 15Q: 3 clusters Score -134257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -134258.937500 Penalty: 3639.120605
	Iteration 16Q: 3 clusters Score -134258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -134261.203125 Penalty: 3639.120605
	Iteration 17Q: 3 clusters Score -134261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -134263.375000 Penalty: 3639.120605
	Iteration 18Q: 3 clusters Score -134263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -134267.718750 Penalty: 3639.120605
	Iteration 19Q: 3 clusters Score -134267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -134269.968750 Penalty: 3639.120605
	Iteration 20F: 3 clusters Score -134270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -134270.953125 Penalty: 3639.120605
	Iteration 21Q: 3 clusters Score -134271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -134270.953125 Penalty: 3639.120605
	Iteration 22F: 3 clusters Score -134271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -804876.250000 Penalty: 2241.396484
	Iteration 0F: 2 clusters Score -804876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -798215.375000 Penalty: 4482.792969
	Iteration 0F: 3 clusters Score -798215.4 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -800151.562500 Penalty: 4482.792969
	Iteration 1F: 3 clusters Score -800151.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -800567.312500 Penalty: 4482.792969
	Iteration 2F: 3 clusters Score -800567.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -800915.875000 Penalty: 4482.792969
	Iteration 3F: 3 clusters Score -800915.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -801216.687500 Penalty: 4482.792969
	Iteration 4F: 3 clusters Score -801216.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -801527.687500 Penalty: 4482.792969
	Iteration 5F: 3 clusters Score -801527.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -801787.625000 Penalty: 4482.792969
	Iteration 6Q: 3 clusters Score -801787.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -801999.812500 Penalty: 4482.792969
	Iteration 7Q: 3 clusters Score -801999.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -802171.625000 Penalty: 4482.792969
	Iteration 8Q: 3 clusters Score -802171.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -802304.000000 Penalty: 4482.792969
	Iteration 9Q: 3 clusters Score -802304 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -802404.062500 Penalty: 4482.792969
	Iteration 10Q: 3 clusters Score -802404.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -802470.812500 Penalty: 4482.792969
	Iteration 11Q: 3 clusters Score -802470.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -802524.437500 Penalty: 4482.792969
	Iteration 12Q: 3 clusters Score -802524.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -802572.750000 Penalty: 4482.792969
	Iteration 13Q: 3 clusters Score -802572.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -802616.937500 Penalty: 4482.792969
	Iteration 14Q: 3 clusters Score -802616.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -802656.125000 Penalty: 4482.792969
	Iteration 15Q: 3 clusters Score -802656.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -802685.250000 Penalty: 4482.792969
	Iteration 16Q: 3 clusters Score -802685.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -802705.375000 Penalty: 4482.792969
	Iteration 17Q: 3 clusters Score -802705.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -802721.187500 Penalty: 4482.792969
	Iteration 18Q: 3 clusters Score -802721.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -802739.312500 Penalty: 4482.792969
	Iteration 19Q: 3 clusters Score -802739.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -802753.625000 Penalty: 4482.792969
	Iteration 20F: 3 clusters Score -802753.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -802765.437500 Penalty: 4482.792969
	Iteration 21Q: 3 clusters Score -802765.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -802770.687500 Penalty: 4482.792969
	Iteration 22Q: 3 clusters Score -802770.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -802780.312500 Penalty: 4482.792969
	Iteration 23Q: 3 clusters Score -802780.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -802794.062500 Penalty: 4482.792969
	Iteration 24Q: 3 clusters Score -802794.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -802808.375000 Penalty: 4482.792969
	Iteration 25Q: 3 clusters Score -802808.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -802821.437500 Penalty: 4482.792969
	Iteration 26Q: 3 clusters Score -802821.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -802832.687500 Penalty: 4482.792969
	Iteration 27Q: 3 clusters Score -802832.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -802843.750000 Penalty: 4482.792969
	Iteration 28Q: 3 clusters Score -802843.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -802850.750000 Penalty: 4482.792969
	Iteration 29Q: 3 clusters Score -802850.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -802863.187500 Penalty: 4482.792969
	Iteration 30Q: 3 clusters Score -802863.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -802873.250000 Penalty: 4482.792969
	Iteration 31Q: 3 clusters Score -802873.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -802879.250000 Penalty: 4482.792969
	Iteration 32Q: 3 clusters Score -802879.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -802890.187500 Penalty: 4482.792969
	Iteration 33Q: 3 clusters Score -802890.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -802894.687500 Penalty: 4482.792969
	Iteration 34Q: 3 clusters Score -802894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -802899.312500 Penalty: 4482.792969
	Iteration 35Q: 3 clusters Score -802899.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -802901.187500 Penalty: 4482.792969
	Iteration 36Q: 3 clusters Score -802901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -802904.187500 Penalty: 4482.792969
	Iteration 37Q: 3 clusters Score -802904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -802904.437500 Penalty: 4482.792969
	Iteration 38Q: 3 clusters Score -802904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -802906.562500 Penalty: 4482.792969
	Iteration 39Q: 3 clusters Score -802906.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -802907.000000 Penalty: 4482.792969
	Iteration 40F: 3 clusters Score -802907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -802909.500000 Penalty: 4482.792969
	Iteration 41Q: 3 clusters Score -802909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -802908.812500 Penalty: 4482.792969
	Iteration 42Q: 3 clusters Score -802908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -802910.250000 Penalty: 4482.792969
	Iteration 43Q: 3 clusters Score -802910.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -802909.250000 Penalty: 4482.792969
	Iteration 44Q: 3 clusters Score -802909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -802910.062500 Penalty: 4482.792969
	Iteration 45Q: 3 clusters Score -802910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -802909.437500 Penalty: 4482.792969
	Iteration 46Q: 3 clusters Score -802909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -802909.437500 Penalty: 4482.792969
	Iteration 47F: 3 clusters Score -802909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -495515.093750 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -495515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -490986.593750 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -490986.6 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -492085.218750 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -492085.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -492314.812500 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -492314.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -492500.000000 Penalty: 4225.419922
	Iteration 3F: 3 clusters Score -492500 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -492668.843750 Penalty: 4225.419922
	Iteration 4Q: 3 clusters Score -492668.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -492819.281250 Penalty: 4225.419922
	Iteration 5Q: 3 clusters Score -492819.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -492964.218750 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -492964.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -493090.125000 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -493090.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -493229.812500 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -493229.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -493371.906250 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -493371.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -493492.937500 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -493492.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -493593.093750 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -493593.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -493690.593750 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -493690.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -493779.468750 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -493779.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -493843.562500 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -493843.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -493904.062500 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -493904.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -493949.687500 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -493949.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -493980.312500 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -493980.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -493999.625000 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -493999.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -494018.375000 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -494018.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -494028.750000 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -494028.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -494039.281250 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -494039.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -494048.406250 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -494048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -494055.312500 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -494055.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -494062.531250 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -494062.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -494071.656250 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -494071.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -494081.843750 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -494081.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -494091.031250 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -494091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -494096.968750 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -494097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -494101.562500 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -494101.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -494106.906250 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -494106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -494109.343750 Penalty: 4225.419922
	Iteration 31Q: 3 clusters Score -494109.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -494112.843750 Penalty: 4225.419922
	Iteration 32Q: 3 clusters Score -494112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -494117.875000 Penalty: 4225.419922
	Iteration 33Q: 3 clusters Score -494117.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -494121.781250 Penalty: 4225.419922
	Iteration 34Q: 3 clusters Score -494121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -494123.031250 Penalty: 4225.419922
	Iteration 35Q: 3 clusters Score -494123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -494124.812500 Penalty: 4225.419922
	Iteration 36Q: 3 clusters Score -494124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -494124.937500 Penalty: 4225.419922
	Iteration 37Q: 3 clusters Score -494124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -494125.750000 Penalty: 4225.419922
	Iteration 38Q: 3 clusters Score -494125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -494125.968750 Penalty: 4225.419922
	Iteration 39Q: 3 clusters Score -494126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -494127.218750 Penalty: 4225.419922
	Iteration 40F: 3 clusters Score -494127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -494127.187500 Penalty: 4225.419922
	Iteration 41Q: 3 clusters Score -494127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -494127.968750 Penalty: 4225.419922
	Iteration 42Q: 3 clusters Score -494128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -494128.687500 Penalty: 4225.419922
	Iteration 43Q: 3 clusters Score -494128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -494130.562500 Penalty: 4225.419922
	Iteration 44Q: 3 clusters Score -494130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -494130.718750 Penalty: 4225.419922
	Iteration 45Q: 3 clusters Score -494130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -494132.406250 Penalty: 4225.419922
	Iteration 46Q: 3 clusters Score -494132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -494135.781250 Penalty: 4225.419922
	Iteration 47Q: 3 clusters Score -494135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -494140.437500 Penalty: 4225.419922
	Iteration 48Q: 3 clusters Score -494140.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -494142.812500 Penalty: 4225.419922
	Iteration 49Q: 3 clusters Score -494142.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -494147.906250 Penalty: 4225.419922
	Iteration 50Q: 3 clusters Score -494147.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -494156.625000 Penalty: 4225.419922
	Iteration 51Q: 3 clusters Score -494156.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -494172.062500 Penalty: 4225.419922
	Iteration 52Q: 3 clusters Score -494172.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -494201.343750 Penalty: 4225.419922
	Iteration 53Q: 3 clusters Score -494201.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -494246.531250 Penalty: 4225.419922
	Iteration 54Q: 3 clusters Score -494246.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -494303.718750 Penalty: 4225.419922
	Iteration 55Q: 3 clusters Score -494303.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -494364.156250 Penalty: 4225.419922
	Iteration 56Q: 3 clusters Score -494364.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -494430.531250 Penalty: 4225.419922
	Iteration 57Q: 3 clusters Score -494430.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -494492.187500 Penalty: 4225.419922
	Iteration 58Q: 3 clusters Score -494492.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -494550.812500 Penalty: 4225.419922
	Iteration 59Q: 3 clusters Score -494550.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -494592.000000 Penalty: 4225.419922
	Iteration 60F: 3 clusters Score -494592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -494618.312500 Penalty: 4225.419922
	Iteration 61Q: 3 clusters Score -494618.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -494639.875000 Penalty: 4225.419922
	Iteration 62Q: 3 clusters Score -494639.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -494652.968750 Penalty: 4225.419922
	Iteration 63Q: 3 clusters Score -494653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -494661.218750 Penalty: 4225.419922
	Iteration 64Q: 3 clusters Score -494661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -494667.187500 Penalty: 4225.419922
	Iteration 65Q: 3 clusters Score -494667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -494671.000000 Penalty: 4225.419922
	Iteration 66Q: 3 clusters Score -494671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -494673.437500 Penalty: 4225.419922
	Iteration 67Q: 3 clusters Score -494673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -494675.843750 Penalty: 4225.419922
	Iteration 68Q: 3 clusters Score -494675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -494677.343750 Penalty: 4225.419922
	Iteration 69Q: 3 clusters Score -494677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -494678.593750 Penalty: 4225.419922
	Iteration 70Q: 3 clusters Score -494678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -494680.531250 Penalty: 4225.419922
	Iteration 71Q: 3 clusters Score -494680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -494681.156250 Penalty: 4225.419922
	Iteration 72Q: 3 clusters Score -494681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -494683.218750 Penalty: 4225.419922
	Iteration 73Q: 3 clusters Score -494683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -494685.406250 Penalty: 4225.419922
	Iteration 74Q: 3 clusters Score -494685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -494687.281250 Penalty: 4225.419922
	Iteration 75Q: 3 clusters Score -494687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -494688.687500 Penalty: 4225.419922
	Iteration 76Q: 3 clusters Score -494688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -494688.687500 Penalty: 4225.419922
	Iteration 77F: 3 clusters Score -494688.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -68360.796875 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -68360.8 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 345 members 
Entering Unmasked Estep 
Score: -66738.710938 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -66738.71 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66953.710938 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -66953.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66992.164062 Penalty: 3210.283691
	Iteration 2Q: 3 clusters Score -66992.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67009.687500 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -67009.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67019.484375 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -67019.48 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: -67029.671875 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -67029.67 nChanged 4
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: -67035.257812 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -67035.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67038.679688 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -67038.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67038.679688 Penalty: 3210.283691
	Iteration 8F: 3 clusters Score -67038.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Entering Unmasked Estep 
Score: -1469558.375000 Penalty: 2347.584717
	Iteration 0F: 2 clusters Score -1469558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1459980.500000 Penalty: 4695.169434
	Iteration 0F: 3 clusters Score -1459980 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1462829.250000 Penalty: 4695.169434
	Iteration 1F: 3 clusters Score -1462829 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1463167.750000 Penalty: 4695.169434
	Iteration 2F: 3 clusters Score -1463168 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1463409.125000 Penalty: 4695.169434
	Iteration 3Q: 3 clusters Score -1463409 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1463576.125000 Penalty: 4695.169434
	Iteration 4Q: 3 clusters Score -1463576 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1463685.375000 Penalty: 4695.169434
	Iteration 5Q: 3 clusters Score -1463685 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1463783.875000 Penalty: 4695.169434
	Iteration 6Q: 3 clusters Score -1463784 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1463884.500000 Penalty: 4695.169434
	Iteration 7Q: 3 clusters Score -1463884 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1463982.125000 Penalty: 4695.169434
	Iteration 8Q: 3 clusters Score -1463982 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1464102.000000 Penalty: 4695.169434
	Iteration 9Q: 3 clusters Score -1464102 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1464221.500000 Penalty: 4695.169434
	Iteration 10Q: 3 clusters Score -1464222 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1464331.375000 Penalty: 4695.169434
	Iteration 11Q: 3 clusters Score -1464331 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1464461.750000 Penalty: 4695.169434
	Iteration 12Q: 3 clusters Score -1464462 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1464592.375000 Penalty: 4695.169434
	Iteration 13Q: 3 clusters Score -1464592 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1464737.000000 Penalty: 4695.169434
	Iteration 14Q: 3 clusters Score -1464737 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1464903.375000 Penalty: 4695.169434
	Iteration 15Q: 3 clusters Score -1464903 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1465070.000000 Penalty: 4695.169434
	Iteration 16Q: 3 clusters Score -1465070 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1465214.500000 Penalty: 4695.169434
	Iteration 17Q: 3 clusters Score -1465214 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1465325.250000 Penalty: 4695.169434
	Iteration 18Q: 3 clusters Score -1465325 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1465421.625000 Penalty: 4695.169434
	Iteration 19Q: 3 clusters Score -1465422 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1465504.375000 Penalty: 4695.169434
	Iteration 20F: 3 clusters Score -1465504 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1465565.125000 Penalty: 4695.169434
	Iteration 21Q: 3 clusters Score -1465565 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1465614.750000 Penalty: 4695.169434
	Iteration 22Q: 3 clusters Score -1465615 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1465668.750000 Penalty: 4695.169434
	Iteration 23Q: 3 clusters Score -1465669 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1465707.125000 Penalty: 4695.169434
	Iteration 24Q: 3 clusters Score -1465707 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1465743.250000 Penalty: 4695.169434
	Iteration 25Q: 3 clusters Score -1465743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1465774.250000 Penalty: 4695.169434
	Iteration 26Q: 3 clusters Score -1465774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1465798.375000 Penalty: 4695.169434
	Iteration 27Q: 3 clusters Score -1465798 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1465818.375000 Penalty: 4695.169434
	Iteration 28Q: 3 clusters Score -1465818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1465837.250000 Penalty: 4695.169434
	Iteration 29Q: 3 clusters Score -1465837 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1465852.500000 Penalty: 4695.169434
	Iteration 30Q: 3 clusters Score -1465852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1465872.875000 Penalty: 4695.169434
	Iteration 31Q: 3 clusters Score -1465873 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1465891.375000 Penalty: 4695.169434
	Iteration 32Q: 3 clusters Score -1465891 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1465910.125000 Penalty: 4695.169434
	Iteration 33Q: 3 clusters Score -1465910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1465927.250000 Penalty: 4695.169434
	Iteration 34Q: 3 clusters Score -1465927 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1465958.500000 Penalty: 4695.169434
	Iteration 35Q: 3 clusters Score -1465958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1465977.500000 Penalty: 4695.169434
	Iteration 36Q: 3 clusters Score -1465978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1465995.000000 Penalty: 4695.169434
	Iteration 37Q: 3 clusters Score -1465995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1466026.500000 Penalty: 4695.169434
	Iteration 38Q: 3 clusters Score -1466026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1466046.125000 Penalty: 4695.169434
	Iteration 39Q: 3 clusters Score -1466046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1466068.625000 Penalty: 4695.169434
	Iteration 40F: 3 clusters Score -1466069 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1466088.625000 Penalty: 4695.169434
	Iteration 41Q: 3 clusters Score -1466089 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1466121.625000 Penalty: 4695.169434
	Iteration 42Q: 3 clusters Score -1466122 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1466148.000000 Penalty: 4695.169434
	Iteration 43Q: 3 clusters Score -1466148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1466189.750000 Penalty: 4695.169434
	Iteration 44Q: 3 clusters Score -1466190 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1466237.250000 Penalty: 4695.169434
	Iteration 45Q: 3 clusters Score -1466237 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1466282.375000 Penalty: 4695.169434
	Iteration 46Q: 3 clusters Score -1466282 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1466345.375000 Penalty: 4695.169434
	Iteration 47Q: 3 clusters Score -1466345 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1466395.875000 Penalty: 4695.169434
	Iteration 48Q: 3 clusters Score -1466396 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1466448.875000 Penalty: 4695.169434
	Iteration 49Q: 3 clusters Score -1466449 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1466506.625000 Penalty: 4695.169434
	Iteration 50Q: 3 clusters Score -1466507 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1466568.000000 Penalty: 4695.169434
	Iteration 51Q: 3 clusters Score -1466568 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1466624.125000 Penalty: 4695.169434
	Iteration 52Q: 3 clusters Score -1466624 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1466690.750000 Penalty: 4695.169434
	Iteration 53Q: 3 clusters Score -1466691 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1466748.625000 Penalty: 4695.169434
	Iteration 54Q: 3 clusters Score -1466749 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1466803.375000 Penalty: 4695.169434
	Iteration 55Q: 3 clusters Score -1466803 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1466841.750000 Penalty: 4695.169434
	Iteration 56Q: 3 clusters Score -1466842 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1466892.750000 Penalty: 4695.169434
	Iteration 57Q: 3 clusters Score -1466893 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1466946.625000 Penalty: 4695.169434
	Iteration 58Q: 3 clusters Score -1466947 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1467001.750000 Penalty: 4695.169434
	Iteration 59Q: 3 clusters Score -1467002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1467050.000000 Penalty: 4695.169434
	Iteration 60F: 3 clusters Score -1467050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1467102.125000 Penalty: 4695.169434
	Iteration 61Q: 3 clusters Score -1467102 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1467152.625000 Penalty: 4695.169434
	Iteration 62Q: 3 clusters Score -1467153 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1467192.000000 Penalty: 4695.169434
	Iteration 63Q: 3 clusters Score -1467192 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1467242.250000 Penalty: 4695.169434
	Iteration 64Q: 3 clusters Score -1467242 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1467283.000000 Penalty: 4695.169434
	Iteration 65Q: 3 clusters Score -1467283 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1467317.000000 Penalty: 4695.169434
	Iteration 66Q: 3 clusters Score -1467317 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1467351.500000 Penalty: 4695.169434
	Iteration 67Q: 3 clusters Score -1467352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1467380.250000 Penalty: 4695.169434
	Iteration 68Q: 3 clusters Score -1467380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1467405.750000 Penalty: 4695.169434
	Iteration 69Q: 3 clusters Score -1467406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1467430.750000 Penalty: 4695.169434
	Iteration 70Q: 3 clusters Score -1467431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1467449.375000 Penalty: 4695.169434
	Iteration 71Q: 3 clusters Score -1467449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1467462.250000 Penalty: 4695.169434
	Iteration 72Q: 3 clusters Score -1467462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1467469.125000 Penalty: 4695.169434
	Iteration 73Q: 3 clusters Score -1467469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1467478.500000 Penalty: 4695.169434
	Iteration 74Q: 3 clusters Score -1467478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1467488.000000 Penalty: 4695.169434
	Iteration 75Q: 3 clusters Score -1467488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1467492.875000 Penalty: 4695.169434
	Iteration 76Q: 3 clusters Score -1467493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1467498.250000 Penalty: 4695.169434
	Iteration 77Q: 3 clusters Score -1467498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1467513.500000 Penalty: 4695.169434
	Iteration 78Q: 3 clusters Score -1467514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1467524.000000 Penalty: 4695.169434
	Iteration 79Q: 3 clusters Score -1467524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1467531.625000 Penalty: 4695.169434
	Iteration 80F: 3 clusters Score -1467532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1467538.250000 Penalty: 4695.169434
	Iteration 81Q: 3 clusters Score -1467538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1467546.250000 Penalty: 4695.169434
	Iteration 82Q: 3 clusters Score -1467546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1467556.000000 Penalty: 4695.169434
	Iteration 83Q: 3 clusters Score -1467556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1467561.375000 Penalty: 4695.169434
	Iteration 84Q: 3 clusters Score -1467561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1467566.875000 Penalty: 4695.169434
	Iteration 85Q: 3 clusters Score -1467567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1467571.875000 Penalty: 4695.169434
	Iteration 86Q: 3 clusters Score -1467572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1467577.375000 Penalty: 4695.169434
	Iteration 87Q: 3 clusters Score -1467577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1467578.375000 Penalty: 4695.169434
	Iteration 88Q: 3 clusters Score -1467578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1467579.750000 Penalty: 4695.169434
	Iteration 89Q: 3 clusters Score -1467580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1467585.875000 Penalty: 4695.169434
	Iteration 90Q: 3 clusters Score -1467586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1467589.625000 Penalty: 4695.169434
	Iteration 91Q: 3 clusters Score -1467590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1467592.750000 Penalty: 4695.169434
	Iteration 92Q: 3 clusters Score -1467593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1467595.750000 Penalty: 4695.169434
	Iteration 93Q: 3 clusters Score -1467596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1467600.375000 Penalty: 4695.169434
	Iteration 94Q: 3 clusters Score -1467600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1467601.250000 Penalty: 4695.169434
	Iteration 95Q: 3 clusters Score -1467601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1467604.000000 Penalty: 4695.169434
	Iteration 96Q: 3 clusters Score -1467604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1467605.250000 Penalty: 4695.169434
	Iteration 97Q: 3 clusters Score -1467605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1467605.250000 Penalty: 4695.169434
	Iteration 98F: 3 clusters Score -1467605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -378073.000000 Penalty: 2054.243896
	Iteration 0F: 2 clusters Score -378073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -374188.093750 Penalty: 4108.487793
	Iteration 0F: 3 clusters Score -374188.1 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -375094.406250 Penalty: 4108.487793
	Iteration 1F: 3 clusters Score -375094.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -375401.468750 Penalty: 4108.487793
	Iteration 2F: 3 clusters Score -375401.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -375657.593750 Penalty: 4108.487793
	Iteration 3F: 3 clusters Score -375657.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -375854.687500 Penalty: 4108.487793
	Iteration 4F: 3 clusters Score -375854.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -375981.218750 Penalty: 4108.487793
	Iteration 5Q: 3 clusters Score -375981.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -376091.156250 Penalty: 4108.487793
	Iteration 6Q: 3 clusters Score -376091.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -376186.312500 Penalty: 4108.487793
	Iteration 7Q: 3 clusters Score -376186.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -376248.843750 Penalty: 4108.487793
	Iteration 8Q: 3 clusters Score -376248.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -376303.187500 Penalty: 4108.487793
	Iteration 9Q: 3 clusters Score -376303.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -376343.531250 Penalty: 4108.487793
	Iteration 10Q: 3 clusters Score -376343.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -376367.093750 Penalty: 4108.487793
	Iteration 11Q: 3 clusters Score -376367.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -376381.812500 Penalty: 4108.487793
	Iteration 12Q: 3 clusters Score -376381.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -376395.000000 Penalty: 4108.487793
	Iteration 13Q: 3 clusters Score -376395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -376405.562500 Penalty: 4108.487793
	Iteration 14Q: 3 clusters Score -376405.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -376415.937500 Penalty: 4108.487793
	Iteration 15Q: 3 clusters Score -376415.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -376422.218750 Penalty: 4108.487793
	Iteration 16Q: 3 clusters Score -376422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -376429.781250 Penalty: 4108.487793
	Iteration 17Q: 3 clusters Score -376429.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -376438.781250 Penalty: 4108.487793
	Iteration 18Q: 3 clusters Score -376438.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -376446.562500 Penalty: 4108.487793
	Iteration 19Q: 3 clusters Score -376446.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -376456.625000 Penalty: 4108.487793
	Iteration 20F: 3 clusters Score -376456.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -376464.218750 Penalty: 4108.487793
	Iteration 21Q: 3 clusters Score -376464.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -376468.250000 Penalty: 4108.487793
	Iteration 22Q: 3 clusters Score -376468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -376469.937500 Penalty: 4108.487793
	Iteration 23Q: 3 clusters Score -376469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -376471.500000 Penalty: 4108.487793
	Iteration 24Q: 3 clusters Score -376471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -376472.718750 Penalty: 4108.487793
	Iteration 25Q: 3 clusters Score -376472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -376473.562500 Penalty: 4108.487793
	Iteration 26Q: 3 clusters Score -376473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -376475.281250 Penalty: 4108.487793
	Iteration 27Q: 3 clusters Score -376475.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -376479.375000 Penalty: 4108.487793
	Iteration 28Q: 3 clusters Score -376479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -376481.562500 Penalty: 4108.487793
	Iteration 29Q: 3 clusters Score -376481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -376485.156250 Penalty: 4108.487793
	Iteration 30Q: 3 clusters Score -376485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -376487.000000 Penalty: 4108.487793
	Iteration 31Q: 3 clusters Score -376487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -376490.406250 Penalty: 4108.487793
	Iteration 32Q: 3 clusters Score -376490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -376491.218750 Penalty: 4108.487793
	Iteration 33Q: 3 clusters Score -376491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -376491.906250 Penalty: 4108.487793
	Iteration 34Q: 3 clusters Score -376491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -376492.343750 Penalty: 4108.487793
	Iteration 35Q: 3 clusters Score -376492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -376492.500000 Penalty: 4108.487793
	Iteration 36Q: 3 clusters Score -376492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -376492.500000 Penalty: 4108.487793
	Iteration 37F: 3 clusters Score -376492.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (16913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Entering Unmasked Estep 
Score: -1916461.000000 Penalty: 2414.487793
	Iteration 0F: 2 clusters Score -1916461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1904433.625000 Penalty: 4828.975586
	Iteration 0F: 3 clusters Score -1904434 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1908292.875000 Penalty: 4828.975586
	Iteration 1F: 3 clusters Score -1908293 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1908760.875000 Penalty: 4828.975586
	Iteration 2F: 3 clusters Score -1908761 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1909238.625000 Penalty: 4828.975586
	Iteration 3F: 3 clusters Score -1909239 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1909770.500000 Penalty: 4828.975586
	Iteration 4F: 3 clusters Score -1909770 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1910383.000000 Penalty: 4828.975586
	Iteration 5F: 3 clusters Score -1910383 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1910993.250000 Penalty: 4828.975586
	Iteration 6F: 3 clusters Score -1910993 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1911542.375000 Penalty: 4828.975586
	Iteration 7F: 3 clusters Score -1911542 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1911991.875000 Penalty: 4828.975586
	Iteration 8Q: 3 clusters Score -1911992 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1912345.000000 Penalty: 4828.975586
	Iteration 9Q: 3 clusters Score -1912345 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1912629.500000 Penalty: 4828.975586
	Iteration 10Q: 3 clusters Score -1912630 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1912875.625000 Penalty: 4828.975586
	Iteration 11Q: 3 clusters Score -1912876 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1913142.375000 Penalty: 4828.975586
	Iteration 12Q: 3 clusters Score -1913142 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1913381.000000 Penalty: 4828.975586
	Iteration 13Q: 3 clusters Score -1913381 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1913604.625000 Penalty: 4828.975586
	Iteration 14Q: 3 clusters Score -1913605 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1913795.000000 Penalty: 4828.975586
	Iteration 15Q: 3 clusters Score -1913795 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1913967.000000 Penalty: 4828.975586
	Iteration 16Q: 3 clusters Score -1913967 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1914108.000000 Penalty: 4828.975586
	Iteration 17Q: 3 clusters Score -1914108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1914198.125000 Penalty: 4828.975586
	Iteration 18Q: 3 clusters Score -1914198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1914261.000000 Penalty: 4828.975586
	Iteration 19Q: 3 clusters Score -1914261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1914288.500000 Penalty: 4828.975586
	Iteration 20F: 3 clusters Score -1914288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1914312.500000 Penalty: 4828.975586
	Iteration 21Q: 3 clusters Score -1914312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1914349.250000 Penalty: 4828.975586
	Iteration 22Q: 3 clusters Score -1914349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1914368.500000 Penalty: 4828.975586
	Iteration 23Q: 3 clusters Score -1914368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1914387.125000 Penalty: 4828.975586
	Iteration 24Q: 3 clusters Score -1914387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1914396.125000 Penalty: 4828.975586
	Iteration 25Q: 3 clusters Score -1914396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1914397.000000 Penalty: 4828.975586
	Iteration 26Q: 3 clusters Score -1914397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1914401.375000 Penalty: 4828.975586
	Iteration 27Q: 3 clusters Score -1914401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1914404.125000 Penalty: 4828.975586
	Iteration 28Q: 3 clusters Score -1914404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1914405.375000 Penalty: 4828.975586
	Iteration 29Q: 3 clusters Score -1914405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1914408.500000 Penalty: 4828.975586
	Iteration 30Q: 3 clusters Score -1914408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1914409.375000 Penalty: 4828.975586
	Iteration 31Q: 3 clusters Score -1914409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1914412.000000 Penalty: 4828.975586
	Iteration 32Q: 3 clusters Score -1914412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1914412.000000 Penalty: 4828.975586
	Iteration 33Q: 3 clusters Score -1914412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1914414.500000 Penalty: 4828.975586
	Iteration 34Q: 3 clusters Score -1914414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1914418.625000 Penalty: 4828.975586
	Iteration 35Q: 3 clusters Score -1914419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1914420.500000 Penalty: 4828.975586
	Iteration 36Q: 3 clusters Score -1914420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1914423.375000 Penalty: 4828.975586
	Iteration 37Q: 3 clusters Score -1914423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1914424.375000 Penalty: 4828.975586
	Iteration 38Q: 3 clusters Score -1914424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1914427.125000 Penalty: 4828.975586
	Iteration 39Q: 3 clusters Score -1914427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1914428.500000 Penalty: 4828.975586
	Iteration 40F: 3 clusters Score -1914428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1914430.125000 Penalty: 4828.975586
	Iteration 41Q: 3 clusters Score -1914430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1914431.125000 Penalty: 4828.975586
	Iteration 42Q: 3 clusters Score -1914431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1914432.750000 Penalty: 4828.975586
	Iteration 43Q: 3 clusters Score -1914433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1914433.750000 Penalty: 4828.975586
	Iteration 44Q: 3 clusters Score -1914434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1914436.750000 Penalty: 4828.975586
	Iteration 45Q: 3 clusters Score -1914437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1914439.375000 Penalty: 4828.975586
	Iteration 46Q: 3 clusters Score -1914439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1914441.125000 Penalty: 4828.975586
	Iteration 47Q: 3 clusters Score -1914441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1914445.250000 Penalty: 4828.975586
	Iteration 48Q: 3 clusters Score -1914445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1914450.000000 Penalty: 4828.975586
	Iteration 49Q: 3 clusters Score -1914450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1914451.500000 Penalty: 4828.975586
	Iteration 50Q: 3 clusters Score -1914452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1914451.500000 Penalty: 4828.975586
	Iteration 51F: 3 clusters Score -1914452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (14143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Entering Unmasked Estep 
Score: -1635098.250000 Penalty: 2370.129883
	Iteration 0F: 2 clusters Score -1635098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1624817.500000 Penalty: 4740.259766
	Iteration 0F: 3 clusters Score -1624818 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1628072.250000 Penalty: 4740.259766
	Iteration 1F: 3 clusters Score -1628072 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1628344.125000 Penalty: 4740.259766
	Iteration 2F: 3 clusters Score -1628344 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1628564.250000 Penalty: 4740.259766
	Iteration 3Q: 3 clusters Score -1628564 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1628754.750000 Penalty: 4740.259766
	Iteration 4Q: 3 clusters Score -1628755 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1628956.625000 Penalty: 4740.259766
	Iteration 5Q: 3 clusters Score -1628957 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1629197.250000 Penalty: 4740.259766
	Iteration 6Q: 3 clusters Score -1629197 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1629482.250000 Penalty: 4740.259766
	Iteration 7Q: 3 clusters Score -1629482 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1629859.375000 Penalty: 4740.259766
	Iteration 8Q: 3 clusters Score -1629859 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1630352.875000 Penalty: 4740.259766
	Iteration 9F: 3 clusters Score -1630353 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1630960.000000 Penalty: 4740.259766
	Iteration 10F: 3 clusters Score -1630960 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1631527.750000 Penalty: 4740.259766
	Iteration 11Q: 3 clusters Score -1631528 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1632050.375000 Penalty: 4740.259766
	Iteration 12Q: 3 clusters Score -1632050 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1632499.250000 Penalty: 4740.259766
	Iteration 13Q: 3 clusters Score -1632499 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1632859.000000 Penalty: 4740.259766
	Iteration 14Q: 3 clusters Score -1632859 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1633095.750000 Penalty: 4740.259766
	Iteration 15Q: 3 clusters Score -1633096 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1633223.125000 Penalty: 4740.259766
	Iteration 16Q: 3 clusters Score -1633223 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1633307.875000 Penalty: 4740.259766
	Iteration 17Q: 3 clusters Score -1633308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1633347.000000 Penalty: 4740.259766
	Iteration 18Q: 3 clusters Score -1633347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1633364.750000 Penalty: 4740.259766
	Iteration 19Q: 3 clusters Score -1633365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1633373.125000 Penalty: 4740.259766
	Iteration 20F: 3 clusters Score -1633373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1633377.375000 Penalty: 4740.259766
	Iteration 21Q: 3 clusters Score -1633377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1633380.875000 Penalty: 4740.259766
	Iteration 22Q: 3 clusters Score -1633381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1633388.625000 Penalty: 4740.259766
	Iteration 23Q: 3 clusters Score -1633389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1633391.125000 Penalty: 4740.259766
	Iteration 24Q: 3 clusters Score -1633391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1633392.375000 Penalty: 4740.259766
	Iteration 25Q: 3 clusters Score -1633392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1633397.375000 Penalty: 4740.259766
	Iteration 26Q: 3 clusters Score -1633397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1633396.000000 Penalty: 4740.259766
	Iteration 27Q: 3 clusters Score -1633396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1633400.250000 Penalty: 4740.259766
	Iteration 28Q: 3 clusters Score -1633400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1633401.000000 Penalty: 4740.259766
	Iteration 29Q: 3 clusters Score -1633401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1633401.000000 Penalty: 4740.259766
	Iteration 30F: 3 clusters Score -1633401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (25459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Entering Unmasked Estep 
Score: -2904259.750000 Penalty: 2515.916504
	Iteration 0F: 2 clusters Score -2904260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2886547.750000 Penalty: 5031.833008
	Iteration 0F: 3 clusters Score -2886548 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2892642.000000 Penalty: 5031.833008
	Iteration 1F: 3 clusters Score -2892642 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2892984.750000 Penalty: 5031.833008
	Iteration 2Q: 3 clusters Score -2892985 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2893305.750000 Penalty: 5031.833008
	Iteration 3Q: 3 clusters Score -2893306 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2893663.750000 Penalty: 5031.833008
	Iteration 4Q: 3 clusters Score -2893664 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2894198.750000 Penalty: 5031.833008
	Iteration 5Q: 3 clusters Score -2894199 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2895010.000000 Penalty: 5031.833008
	Iteration 6F: 3 clusters Score -2895010 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2896025.500000 Penalty: 5031.833008
	Iteration 7F: 3 clusters Score -2896026 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2897078.750000 Penalty: 5031.833008
	Iteration 8F: 3 clusters Score -2897079 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2898119.000000 Penalty: 5031.833008
	Iteration 9F: 3 clusters Score -2898119 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2898995.250000 Penalty: 5031.833008
	Iteration 10F: 3 clusters Score -2898995 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2899606.250000 Penalty: 5031.833008
	Iteration 11Q: 3 clusters Score -2899606 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2900050.500000 Penalty: 5031.833008
	Iteration 12Q: 3 clusters Score -2900050 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2900440.750000 Penalty: 5031.833008
	Iteration 13Q: 3 clusters Score -2900441 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2900740.000000 Penalty: 5031.833008
	Iteration 14Q: 3 clusters Score -2900740 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2900967.250000 Penalty: 5031.833008
	Iteration 15Q: 3 clusters Score -2900967 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2901208.250000 Penalty: 5031.833008
	Iteration 16Q: 3 clusters Score -2901208 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2901408.750000 Penalty: 5031.833008
	Iteration 17Q: 3 clusters Score -2901409 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2901618.500000 Penalty: 5031.833008
	Iteration 18Q: 3 clusters Score -2901618 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2901857.500000 Penalty: 5031.833008
	Iteration 19Q: 3 clusters Score -2901858 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2902155.250000 Penalty: 5031.833008
	Iteration 20F: 3 clusters Score -2902155 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2902438.250000 Penalty: 5031.833008
	Iteration 21Q: 3 clusters Score -2902438 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2902677.000000 Penalty: 5031.833008
	Iteration 22Q: 3 clusters Score -2902677 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2902852.000000 Penalty: 5031.833008
	Iteration 23Q: 3 clusters Score -2902852 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2902986.000000 Penalty: 5031.833008
	Iteration 24Q: 3 clusters Score -2902986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2903103.500000 Penalty: 5031.833008
	Iteration 25Q: 3 clusters Score -2903104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2903197.000000 Penalty: 5031.833008
	Iteration 26Q: 3 clusters Score -2903197 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2903262.750000 Penalty: 5031.833008
	Iteration 27Q: 3 clusters Score -2903263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2903301.500000 Penalty: 5031.833008
	Iteration 28Q: 3 clusters Score -2903302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2903349.500000 Penalty: 5031.833008
	Iteration 29Q: 3 clusters Score -2903350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2903363.750000 Penalty: 5031.833008
	Iteration 30Q: 3 clusters Score -2903364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2903380.750000 Penalty: 5031.833008
	Iteration 31Q: 3 clusters Score -2903381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2903384.500000 Penalty: 5031.833008
	Iteration 32Q: 3 clusters Score -2903384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2903382.250000 Penalty: 5031.833008
	Iteration 33Q: 3 clusters Score -2903382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2903380.000000 Penalty: 5031.833008
	Iteration 34Q: 3 clusters Score -2903380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2903380.250000 Penalty: 5031.833008
	Iteration 35Q: 3 clusters Score -2903380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2903384.000000 Penalty: 5031.833008
	Iteration 36Q: 3 clusters Score -2903384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2903390.000000 Penalty: 5031.833008
	Iteration 37Q: 3 clusters Score -2903390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2903389.250000 Penalty: 5031.833008
	Iteration 38Q: 3 clusters Score -2903389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2903390.000000 Penalty: 5031.833008
	Iteration 39Q: 3 clusters Score -2903390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2903392.500000 Penalty: 5031.833008
	Iteration 40F: 3 clusters Score -2903392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2903391.500000 Penalty: 5031.833008
	Iteration 41Q: 3 clusters Score -2903392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2903393.250000 Penalty: 5031.833008
	Iteration 42Q: 3 clusters Score -2903393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2903392.250000 Penalty: 5031.833008
	Iteration 43Q: 3 clusters Score -2903392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2903394.250000 Penalty: 5031.833008
	Iteration 44Q: 3 clusters Score -2903394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2903394.250000 Penalty: 5031.833008
	Iteration 45F: 3 clusters Score -2903394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -68299.742188 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -68299.74 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 324 members 
Entering Unmasked Estep 
Score: -66628.273438 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -66628.27 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66823.765625 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -66823.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66886.328125 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -66886.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66924.117188 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -66924.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66949.351562 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -66949.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66959.171875 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -66959.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66961.539062 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -66961.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66965.562500 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -66965.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66972.578125 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -66972.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66974.812500 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -66974.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66978.031250 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -66978.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66982.351562 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -66982.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66982.351562 Penalty: 3219.398926
	Iteration 12F: 3 clusters Score -66982.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (12955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Entering Unmasked Estep 
Score: -1490273.750000 Penalty: 2348.370850
	Iteration 0F: 2 clusters Score -1490274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1480704.125000 Penalty: 4696.741699
	Iteration 0F: 3 clusters Score -1480704 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1483550.125000 Penalty: 4696.741699
	Iteration 1F: 3 clusters Score -1483550 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1483870.375000 Penalty: 4696.741699
	Iteration 2F: 3 clusters Score -1483870 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1484122.375000 Penalty: 4696.741699
	Iteration 3F: 3 clusters Score -1484122 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1484312.125000 Penalty: 4696.741699
	Iteration 4Q: 3 clusters Score -1484312 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1484466.625000 Penalty: 4696.741699
	Iteration 5Q: 3 clusters Score -1484467 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1484573.125000 Penalty: 4696.741699
	Iteration 6Q: 3 clusters Score -1484573 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1484672.625000 Penalty: 4696.741699
	Iteration 7Q: 3 clusters Score -1484673 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1484751.375000 Penalty: 4696.741699
	Iteration 8Q: 3 clusters Score -1484751 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1484832.250000 Penalty: 4696.741699
	Iteration 9Q: 3 clusters Score -1484832 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1484895.500000 Penalty: 4696.741699
	Iteration 10Q: 3 clusters Score -1484896 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1484950.125000 Penalty: 4696.741699
	Iteration 11Q: 3 clusters Score -1484950 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1485005.750000 Penalty: 4696.741699
	Iteration 12Q: 3 clusters Score -1485006 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1485052.750000 Penalty: 4696.741699
	Iteration 13Q: 3 clusters Score -1485053 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1485100.125000 Penalty: 4696.741699
	Iteration 14Q: 3 clusters Score -1485100 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1485134.500000 Penalty: 4696.741699
	Iteration 15Q: 3 clusters Score -1485134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1485171.500000 Penalty: 4696.741699
	Iteration 16Q: 3 clusters Score -1485172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1485210.125000 Penalty: 4696.741699
	Iteration 17Q: 3 clusters Score -1485210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1485248.500000 Penalty: 4696.741699
	Iteration 18Q: 3 clusters Score -1485248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1485287.500000 Penalty: 4696.741699
	Iteration 19Q: 3 clusters Score -1485288 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1485330.625000 Penalty: 4696.741699
	Iteration 20F: 3 clusters Score -1485331 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1485385.500000 Penalty: 4696.741699
	Iteration 21Q: 3 clusters Score -1485386 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1485471.250000 Penalty: 4696.741699
	Iteration 22Q: 3 clusters Score -1485471 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1485553.500000 Penalty: 4696.741699
	Iteration 23Q: 3 clusters Score -1485554 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1485665.750000 Penalty: 4696.741699
	Iteration 24Q: 3 clusters Score -1485666 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1485790.000000 Penalty: 4696.741699
	Iteration 25Q: 3 clusters Score -1485790 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1485918.875000 Penalty: 4696.741699
	Iteration 26Q: 3 clusters Score -1485919 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1486092.125000 Penalty: 4696.741699
	Iteration 27Q: 3 clusters Score -1486092 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1486289.000000 Penalty: 4696.741699
	Iteration 28Q: 3 clusters Score -1486289 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1486503.750000 Penalty: 4696.741699
	Iteration 29Q: 3 clusters Score -1486504 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1486746.375000 Penalty: 4696.741699
	Iteration 30Q: 3 clusters Score -1486746 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1486986.625000 Penalty: 4696.741699
	Iteration 31Q: 3 clusters Score -1486987 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1487192.875000 Penalty: 4696.741699
	Iteration 32Q: 3 clusters Score -1487193 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1487384.500000 Penalty: 4696.741699
	Iteration 33Q: 3 clusters Score -1487384 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1487573.750000 Penalty: 4696.741699
	Iteration 34Q: 3 clusters Score -1487574 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1487713.875000 Penalty: 4696.741699
	Iteration 35Q: 3 clusters Score -1487714 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1487854.500000 Penalty: 4696.741699
	Iteration 36Q: 3 clusters Score -1487854 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1487947.750000 Penalty: 4696.741699
	Iteration 37Q: 3 clusters Score -1487948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1488016.500000 Penalty: 4696.741699
	Iteration 38Q: 3 clusters Score -1488016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1488068.750000 Penalty: 4696.741699
	Iteration 39Q: 3 clusters Score -1488069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1488097.625000 Penalty: 4696.741699
	Iteration 40F: 3 clusters Score -1488098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1488128.625000 Penalty: 4696.741699
	Iteration 41Q: 3 clusters Score -1488129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1488155.250000 Penalty: 4696.741699
	Iteration 42Q: 3 clusters Score -1488155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1488174.000000 Penalty: 4696.741699
	Iteration 43Q: 3 clusters Score -1488174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1488184.750000 Penalty: 4696.741699
	Iteration 44Q: 3 clusters Score -1488185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1488193.000000 Penalty: 4696.741699
	Iteration 45Q: 3 clusters Score -1488193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1488205.875000 Penalty: 4696.741699
	Iteration 46Q: 3 clusters Score -1488206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1488215.625000 Penalty: 4696.741699
	Iteration 47Q: 3 clusters Score -1488216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1488221.625000 Penalty: 4696.741699
	Iteration 48Q: 3 clusters Score -1488222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1488226.500000 Penalty: 4696.741699
	Iteration 49Q: 3 clusters Score -1488226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1488230.875000 Penalty: 4696.741699
	Iteration 50Q: 3 clusters Score -1488231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1488233.625000 Penalty: 4696.741699
	Iteration 51Q: 3 clusters Score -1488234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1488239.250000 Penalty: 4696.741699
	Iteration 52Q: 3 clusters Score -1488239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1488244.750000 Penalty: 4696.741699
	Iteration 53Q: 3 clusters Score -1488245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1488246.750000 Penalty: 4696.741699
	Iteration 54Q: 3 clusters Score -1488247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1488253.875000 Penalty: 4696.741699
	Iteration 55Q: 3 clusters Score -1488254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1488265.375000 Penalty: 4696.741699
	Iteration 56Q: 3 clusters Score -1488265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1488272.000000 Penalty: 4696.741699
	Iteration 57Q: 3 clusters Score -1488272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1488273.625000 Penalty: 4696.741699
	Iteration 58Q: 3 clusters Score -1488274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1488275.625000 Penalty: 4696.741699
	Iteration 59Q: 3 clusters Score -1488276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1488280.125000 Penalty: 4696.741699
	Iteration 60F: 3 clusters Score -1488280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1488281.875000 Penalty: 4696.741699
	Iteration 61Q: 3 clusters Score -1488282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1488281.750000 Penalty: 4696.741699
	Iteration 62Q: 3 clusters Score -1488282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1488284.375000 Penalty: 4696.741699
	Iteration 63Q: 3 clusters Score -1488284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1488285.250000 Penalty: 4696.741699
	Iteration 64Q: 3 clusters Score -1488285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1488287.375000 Penalty: 4696.741699
	Iteration 65Q: 3 clusters Score -1488287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1488287.750000 Penalty: 4696.741699
	Iteration 66Q: 3 clusters Score -1488288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1488287.750000 Penalty: 4696.741699
	Iteration 67F: 3 clusters Score -1488288 nChanged 0
--- Evaluating fit on full set of 3874977 points ---
Entering Unmasked Estep 
Score: -414710592.000000 Penalty: 267114.250000
20->72 Clusters: Score -414710592.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1291659 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 64551 members 
Mstep: Class 3 contains 64557 members 
Mstep: Class 4 contains 64245 members 
Mstep: Class 5 contains 64556 members 
Mstep: Class 6 contains 64551 members 
Mstep: Class 7 contains 64750 members 
Mstep: Class 8 contains 64909 members 
Mstep: Class 9 contains 64161 members 
Mstep: Class 10 contains 64590 members 
Mstep: Class 11 contains 64424 members 
Mstep: Class 12 contains 64468 members 
Mstep: Class 13 contains 64667 members 
Mstep: Class 14 contains 64498 members 
Mstep: Class 15 contains 64486 members 
Mstep: Class 16 contains 64887 members 
Mstep: Class 17 contains 64984 members 
Mstep: Class 18 contains 64536 members 
Mstep: Class 19 contains 64866 members 
Mstep: Class 20 contains 64390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1013.197327 but Gain 3489.710938
Score: -128316672.000000 Penalty: 66304.617188
Iteration 0F: 20 clusters Score -1.283167e+08 nChanged 1220487
Entering Unmasked Mstep 
Mstep: Class 0 contains 3368 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 135892 members 
Mstep: Class 3 contains 112175 members 
Mstep: Class 4 contains 35910 members 
Mstep: Class 5 contains 23039 members 
Mstep: Class 6 contains 51727 members 
Mstep: Class 7 contains 83523 members 
Mstep: Class 8 contains 129439 members 
Mstep: Class 9 contains 45669 members 
Mstep: Class 10 contains 40795 members 
Mstep: Class 11 contains 112710 members 
Mstep: Class 12 contains 39612 members 
Mstep: Class 13 contains 29816 members 
Mstep: Class 15 contains 29676 members 
Mstep: Class 16 contains 37942 members 
Mstep: Class 17 contains 31284 members 
Mstep: Class 18 contains 69651 members 
Mstep: Class 19 contains 156595 members 
Mstep: Class 20 contains 16318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133370992.000000 Penalty: 66304.617188
Iteration 1F: 20 clusters Score -1.33371e+08 nChanged 547846
Entering Unmasked Mstep 
Mstep: Class 0 contains 3405 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 177091 members 
Mstep: Class 3 contains 85992 members 
Mstep: Class 4 contains 20110 members 
Mstep: Class 5 contains 26172 members 
Mstep: Class 6 contains 49096 members 
Mstep: Class 7 contains 114583 members 
Mstep: Class 8 contains 185307 members 
Mstep: Class 9 contains 28798 members 
Mstep: Class 10 contains 56034 members 
Mstep: Class 11 contains 103684 members 
Mstep: Class 12 contains 25934 members 
Mstep: Class 13 contains 21310 members 
Mstep: Class 15 contains 17346 members 
Mstep: Class 16 contains 21805 members 
Mstep: Class 17 contains 21239 members 
Mstep: Class 18 contains 54433 members 
Mstep: Class 19 contains 153851 members 
Mstep: Class 20 contains 16764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135351120.000000 Penalty: 66304.617188
Iteration 2F: 20 clusters Score -1.353511e+08 nChanged 427118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3326 members 
Mstep: Class 1 contains 121466 members 
Mstep: Class 2 contains 189003 members 
Mstep: Class 3 contains 35401 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 25781 members 
Mstep: Class 6 contains 59218 members 
Mstep: Class 7 contains 163384 members 
Mstep: Class 8 contains 206047 members 
Mstep: Class 9 contains 15931 members 
Mstep: Class 10 contains 119851 members 
Mstep: Class 11 contains 80552 members 
Mstep: Class 12 contains 22517 members 
Mstep: Class 13 contains 18212 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 15178 members 
Mstep: Class 17 contains 14260 members 
Mstep: Class 18 contains 38091 members 
Mstep: Class 19 contains 114139 members 
Mstep: Class 20 contains 19772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136574464.000000 Penalty: 66304.617188
Iteration 3F: 20 clusters Score -1.365745e+08 nChanged 288307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3295 members 
Mstep: Class 1 contains 130060 members 
Mstep: Class 2 contains 160987 members 
Mstep: Class 3 contains 18600 members 
Mstep: Class 4 contains 17043 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 72013 members 
Mstep: Class 7 contains 183854 members 
Mstep: Class 8 contains 208148 members 
Mstep: Class 9 contains 10922 members 
Mstep: Class 10 contains 151509 members 
Mstep: Class 11 contains 58893 members 
Mstep: Class 12 contains 29058 members 
Mstep: Class 13 contains 14066 members 
Mstep: Class 15 contains 16082 members 
Mstep: Class 16 contains 14172 members 
Mstep: Class 17 contains 12764 members 
Mstep: Class 18 contains 34038 members 
Mstep: Class 19 contains 111747 members 
Mstep: Class 20 contains 21190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137269984.000000 Penalty: 66304.617188
Iteration 4F: 20 clusters Score -1.3727e+08 nChanged 203399
Entering Unmasked Mstep 
Mstep: Class 0 contains 3263 members 
Mstep: Class 1 contains 144921 members 
Mstep: Class 2 contains 102041 members 
Mstep: Class 3 contains 16628 members 
Mstep: Class 4 contains 21992 members 
Mstep: Class 5 contains 19704 members 
Mstep: Class 6 contains 75134 members 
Mstep: Class 7 contains 177404 members 
Mstep: Class 8 contains 239322 members 
Mstep: Class 9 contains 8891 members 
Mstep: Class 10 contains 161292 members 
Mstep: Class 11 contains 49376 members 
Mstep: Class 12 contains 38155 members 
Mstep: Class 13 contains 9372 members 
Mstep: Class 15 contains 20376 members 
Mstep: Class 16 contains 15127 members 
Mstep: Class 17 contains 12558 members 
Mstep: Class 18 contains 30164 members 
Mstep: Class 19 contains 125358 members 
Mstep: Class 20 contains 20581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137670464.000000 Penalty: 66304.617188
Iteration 5F: 20 clusters Score -1.376705e+08 nChanged 153693
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 154852 members 
Mstep: Class 2 contains 49826 members 
Mstep: Class 3 contains 19278 members 
Mstep: Class 4 contains 24646 members 
Mstep: Class 5 contains 15870 members 
Mstep: Class 6 contains 70501 members 
Mstep: Class 7 contains 165485 members 
Mstep: Class 8 contains 276174 members 
Mstep: Class 9 contains 9190 members 
Mstep: Class 10 contains 164608 members 
Mstep: Class 11 contains 43891 members 
Mstep: Class 12 contains 46036 members 
Mstep: Class 13 contains 9109 members 
Mstep: Class 15 contains 27156 members 
Mstep: Class 16 contains 16804 members 
Mstep: Class 17 contains 11942 members 
Mstep: Class 18 contains 27184 members 
Mstep: Class 19 contains 135962 members 
Mstep: Class 20 contains 19950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137893680.000000 Penalty: 66304.617188
Iteration 6F: 20 clusters Score -1.378937e+08 nChanged 94570
Entering Unmasked Mstep 
Mstep: Class 0 contains 3098 members 
Mstep: Class 1 contains 157605 members 
Mstep: Class 2 contains 31760 members 
Mstep: Class 3 contains 23128 members 
Mstep: Class 4 contains 25816 members 
Mstep: Class 5 contains 13159 members 
Mstep: Class 6 contains 64033 members 
Mstep: Class 7 contains 157906 members 
Mstep: Class 8 contains 290597 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 165023 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 53541 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 15 contains 33863 members 
Mstep: Class 16 contains 17486 members 
Mstep: Class 17 contains 10896 members 
Mstep: Class 18 contains 25358 members 
Mstep: Class 19 contains 139599 members 
Mstep: Class 20 contains 19838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138009312.000000 Penalty: 66304.617188
Iteration 7F: 20 clusters Score -1.380093e+08 nChanged 64055
Entering Unmasked Mstep 
Mstep: Class 0 contains 2774 members 
Mstep: Class 1 contains 157214 members 
Mstep: Class 2 contains 30072 members 
Mstep: Class 3 contains 27441 members 
Mstep: Class 4 contains 26248 members 
Mstep: Class 5 contains 11602 members 
Mstep: Class 6 contains 59436 members 
Mstep: Class 7 contains 154108 members 
Mstep: Class 8 contains 291714 members 
Mstep: Class 9 contains 9677 members 
Mstep: Class 10 contains 164285 members 
Mstep: Class 11 contains 33600 members 
Mstep: Class 12 contains 59816 members 
Mstep: Class 13 contains 12336 members 
Mstep: Class 15 contains 39585 members 
Mstep: Class 16 contains 17144 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 140766 members 
Mstep: Class 20 contains 19815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138095648.000000 Penalty: 66304.617188
Iteration 8Q: 20 clusters Score -1.380956e+08 nChanged 48638
Entering Unmasked Mstep 
Mstep: Class 0 contains 2649 members 
Mstep: Class 1 contains 156504 members 
Mstep: Class 2 contains 31350 members 
Mstep: Class 3 contains 32059 members 
Mstep: Class 4 contains 26403 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 58613 members 
Mstep: Class 7 contains 151619 members 
Mstep: Class 8 contains 289674 members 
Mstep: Class 9 contains 8487 members 
Mstep: Class 10 contains 163168 members 
Mstep: Class 11 contains 29422 members 
Mstep: Class 12 contains 64109 members 
Mstep: Class 13 contains 13479 members 
Mstep: Class 15 contains 45073 members 
Mstep: Class 16 contains 16544 members 
Mstep: Class 17 contains 9271 members 
Mstep: Class 18 contains 22993 members 
Mstep: Class 19 contains 139994 members 
Mstep: Class 20 contains 19761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138145360.000000 Penalty: 66304.617188
Iteration 9Q: 20 clusters Score -1.381454e+08 nChanged 39867
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 155830 members 
Mstep: Class 2 contains 33784 members 
Mstep: Class 3 contains 36719 members 
Mstep: Class 4 contains 26200 members 
Mstep: Class 5 contains 9651 members 
Mstep: Class 6 contains 61881 members 
Mstep: Class 7 contains 149578 members 
Mstep: Class 8 contains 285613 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 162021 members 
Mstep: Class 11 contains 26076 members 
Mstep: Class 12 contains 67273 members 
Mstep: Class 13 contains 14284 members 
Mstep: Class 15 contains 49704 members 
Mstep: Class 16 contains 15912 members 
Mstep: Class 17 contains 8729 members 
Mstep: Class 18 contains 22032 members 
Mstep: Class 19 contains 136703 members 
Mstep: Class 20 contains 19564 members 
Entering Unmasked Estep 
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Iteration 10Q: 20 clusters Score -1.381822e+08 nChanged 35256
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 36351 members 
Mstep: Class 3 contains 41353 members 
Mstep: Class 4 contains 25784 members 
Mstep: Class 5 contains 9209 members 
Mstep: Class 6 contains 66694 members 
Mstep: Class 7 contains 147872 members 
Mstep: Class 8 contains 280577 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 160920 members 
Mstep: Class 11 contains 23702 members 
Mstep: Class 12 contains 70091 members 
Mstep: Class 13 contains 14934 members 
Mstep: Class 15 contains 53168 members 
Mstep: Class 16 contains 15340 members 
Mstep: Class 17 contains 8373 members 
Mstep: Class 18 contains 21374 members 
Mstep: Class 19 contains 132096 members 
Mstep: Class 20 contains 19420 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -1.382084e+08 nChanged 29155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 154357 members 
Mstep: Class 2 contains 38895 members 
Mstep: Class 3 contains 45523 members 
Mstep: Class 4 contains 25340 members 
Mstep: Class 5 contains 9067 members 
Mstep: Class 6 contains 70816 members 
Mstep: Class 7 contains 146581 members 
Mstep: Class 8 contains 275513 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 159978 members 
Mstep: Class 11 contains 22039 members 
Mstep: Class 12 contains 73224 members 
Mstep: Class 13 contains 15432 members 
Mstep: Class 15 contains 55594 members 
Mstep: Class 16 contains 15040 members 
Mstep: Class 17 contains 8168 members 
Mstep: Class 18 contains 21048 members 
Mstep: Class 19 contains 127193 members 
Mstep: Class 20 contains 19269 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.382304e+08 nChanged 25390
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 41218 members 
Mstep: Class 3 contains 48694 members 
Mstep: Class 4 contains 24909 members 
Mstep: Class 5 contains 9094 members 
Mstep: Class 6 contains 73706 members 
Mstep: Class 7 contains 145662 members 
Mstep: Class 8 contains 270803 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 159697 members 
Mstep: Class 11 contains 20894 members 
Mstep: Class 12 contains 77270 members 
Mstep: Class 13 contains 15799 members 
Mstep: Class 15 contains 57310 members 
Mstep: Class 16 contains 14783 members 
Mstep: Class 17 contains 8114 members 
Mstep: Class 18 contains 20864 members 
Mstep: Class 19 contains 121962 members 
Mstep: Class 20 contains 19147 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.382559e+08 nChanged 23786
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 43438 members 
Mstep: Class 3 contains 50884 members 
Mstep: Class 4 contains 24513 members 
Mstep: Class 5 contains 9282 members 
Mstep: Class 6 contains 74512 members 
Mstep: Class 7 contains 144983 members 
Mstep: Class 8 contains 266336 members 
Mstep: Class 9 contains 4697 members 
Mstep: Class 10 contains 160165 members 
Mstep: Class 11 contains 20136 members 
Mstep: Class 12 contains 81654 members 
Mstep: Class 13 contains 16097 members 
Mstep: Class 15 contains 58529 members 
Mstep: Class 16 contains 14625 members 
Mstep: Class 17 contains 8156 members 
Mstep: Class 18 contains 20895 members 
Mstep: Class 19 contains 117568 members 
Mstep: Class 20 contains 19024 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.382995e+08 nChanged 23254
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 45563 members 
Mstep: Class 3 contains 52465 members 
Mstep: Class 4 contains 24184 members 
Mstep: Class 5 contains 9452 members 
Mstep: Class 6 contains 71696 members 
Mstep: Class 7 contains 144449 members 
Mstep: Class 8 contains 261959 members 
Mstep: Class 9 contains 4201 members 
Mstep: Class 10 contains 161308 members 
Mstep: Class 11 contains 19674 members 
Mstep: Class 12 contains 83079 members 
Mstep: Class 13 contains 16404 members 
Mstep: Class 15 contains 59441 members 
Mstep: Class 16 contains 14562 members 
Mstep: Class 17 contains 8294 members 
Mstep: Class 18 contains 20128 members 
Mstep: Class 19 contains 119822 members 
Mstep: Class 20 contains 18975 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.383215e+08 nChanged 22099
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 153338 members 
Mstep: Class 2 contains 47784 members 
Mstep: Class 3 contains 53903 members 
Mstep: Class 4 contains 23857 members 
Mstep: Class 5 contains 9629 members 
Mstep: Class 6 contains 68822 members 
Mstep: Class 7 contains 144012 members 
Mstep: Class 8 contains 257659 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 10 contains 162878 members 
Mstep: Class 11 contains 19334 members 
Mstep: Class 12 contains 83052 members 
Mstep: Class 13 contains 16801 members 
Mstep: Class 15 contains 60124 members 
Mstep: Class 16 contains 14634 members 
Mstep: Class 17 contains 8452 members 
Mstep: Class 18 contains 18688 members 
Mstep: Class 19 contains 123515 members 
Mstep: Class 20 contains 18803 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.383341e+08 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 49855 members 
Mstep: Class 3 contains 55409 members 
Mstep: Class 4 contains 23542 members 
Mstep: Class 5 contains 9752 members 
Mstep: Class 6 contains 66630 members 
Mstep: Class 7 contains 143665 members 
Mstep: Class 8 contains 253551 members 
Mstep: Class 9 contains 3242 members 
Mstep: Class 10 contains 164525 members 
Mstep: Class 11 contains 19049 members 
Mstep: Class 12 contains 82372 members 
Mstep: Class 13 contains 17269 members 
Mstep: Class 15 contains 60603 members 
Mstep: Class 16 contains 14795 members 
Mstep: Class 17 contains 8671 members 
Mstep: Class 18 contains 17485 members 
Mstep: Class 19 contains 126622 members 
Mstep: Class 20 contains 18644 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.383465e+08 nChanged 17528
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 51771 members 
Mstep: Class 3 contains 57094 members 
Mstep: Class 4 contains 23317 members 
Mstep: Class 5 contains 9870 members 
Mstep: Class 6 contains 64497 members 
Mstep: Class 7 contains 143366 members 
Mstep: Class 8 contains 249507 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 166027 members 
Mstep: Class 11 contains 18850 members 
Mstep: Class 12 contains 81195 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 15 contains 60950 members 
Mstep: Class 16 contains 15174 members 
Mstep: Class 17 contains 8931 members 
Mstep: Class 18 contains 16540 members 
Mstep: Class 19 contains 129357 members 
Mstep: Class 20 contains 18530 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.383568e+08 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 53498 members 
Mstep: Class 3 contains 59088 members 
Mstep: Class 4 contains 23122 members 
Mstep: Class 5 contains 9992 members 
Mstep: Class 6 contains 62456 members 
Mstep: Class 7 contains 143141 members 
Mstep: Class 8 contains 245464 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 167219 members 
Mstep: Class 11 contains 18710 members 
Mstep: Class 12 contains 80056 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 15 contains 61112 members 
Mstep: Class 16 contains 15675 members 
Mstep: Class 17 contains 9197 members 
Mstep: Class 18 contains 15815 members 
Mstep: Class 19 contains 131825 members 
Mstep: Class 20 contains 18493 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.383663e+08 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2648 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 2 contains 55004 members 
Mstep: Class 3 contains 61503 members 
Mstep: Class 4 contains 22971 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 60537 members 
Mstep: Class 7 contains 142957 members 
Mstep: Class 8 contains 241296 members 
Mstep: Class 9 contains 2178 members 
Mstep: Class 10 contains 168128 members 
Mstep: Class 11 contains 18598 members 
Mstep: Class 12 contains 79142 members 
Mstep: Class 13 contains 18091 members 
Mstep: Class 15 contains 61173 members 
Mstep: Class 16 contains 16203 members 
Mstep: Class 17 contains 9470 members 
Mstep: Class 18 contains 15222 members 
Mstep: Class 19 contains 134055 members 
Mstep: Class 20 contains 18512 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.384266e+08 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2021 members 
Mstep: Class 1 contains 154007 members 
Mstep: Class 2 contains 57370 members 
Mstep: Class 3 contains 66181 members 
Mstep: Class 4 contains 22591 members 
Mstep: Class 5 contains 10155 members 
Mstep: Class 6 contains 59578 members 
Mstep: Class 7 contains 142804 members 
Mstep: Class 8 contains 235646 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 168456 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 78770 members 
Mstep: Class 13 contains 18118 members 
Mstep: Class 15 contains 60357 members 
Mstep: Class 16 contains 17183 members 
Mstep: Class 17 contains 9685 members 
Mstep: Class 18 contains 14139 members 
Mstep: Class 19 contains 136068 members 
Mstep: Class 20 contains 18062 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.38452e+08 nChanged 17870
Entering Unmasked Mstep 
Mstep: Class 0 contains 1987 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 59122 members 
Mstep: Class 3 contains 71643 members 
Mstep: Class 4 contains 22289 members 
Mstep: Class 5 contains 10395 members 
Mstep: Class 6 contains 58386 members 
Mstep: Class 7 contains 142557 members 
Mstep: Class 8 contains 229799 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 168758 members 
Mstep: Class 11 contains 18187 members 
Mstep: Class 12 contains 78095 members 
Mstep: Class 13 contains 18185 members 
Mstep: Class 15 contains 59595 members 
Mstep: Class 16 contains 17947 members 
Mstep: Class 17 contains 9909 members 
Mstep: Class 18 contains 13290 members 
Mstep: Class 19 contains 138209 members 
Mstep: Class 20 contains 17808 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.384672e+08 nChanged 17749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1987 members 
Mstep: Class 1 contains 153929 members 
Mstep: Class 2 contains 60282 members 
Mstep: Class 3 contains 78625 members 
Mstep: Class 4 contains 22051 members 
Mstep: Class 5 contains 10700 members 
Mstep: Class 6 contains 56804 members 
Mstep: Class 7 contains 142234 members 
Mstep: Class 8 contains 223314 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 168980 members 
Mstep: Class 11 contains 17947 members 
Mstep: Class 12 contains 77123 members 
Mstep: Class 13 contains 18259 members 
Mstep: Class 15 contains 58941 members 
Mstep: Class 16 contains 18610 members 
Mstep: Class 17 contains 10102 members 
Mstep: Class 18 contains 12584 members 
Mstep: Class 19 contains 140159 members 
Mstep: Class 20 contains 17597 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.384845e+08 nChanged 18304
Entering Unmasked Mstep 
Mstep: Class 0 contains 1987 members 
Mstep: Class 1 contains 153687 members 
Mstep: Class 2 contains 60818 members 
Mstep: Class 3 contains 87076 members 
Mstep: Class 4 contains 21844 members 
Mstep: Class 5 contains 11032 members 
Mstep: Class 6 contains 55378 members 
Mstep: Class 7 contains 141885 members 
Mstep: Class 8 contains 216534 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 169124 members 
Mstep: Class 11 contains 17800 members 
Mstep: Class 12 contains 75696 members 
Mstep: Class 13 contains 18319 members 
Mstep: Class 15 contains 58317 members 
Mstep: Class 16 contains 19294 members 
Mstep: Class 17 contains 10265 members 
Mstep: Class 18 contains 11964 members 
Mstep: Class 19 contains 141809 members 
Mstep: Class 20 contains 17400 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.385053e+08 nChanged 17160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1987 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 61021 members 
Mstep: Class 3 contains 94788 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 11273 members 
Mstep: Class 6 contains 54136 members 
Mstep: Class 7 contains 141556 members 
Mstep: Class 8 contains 211193 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 169235 members 
Mstep: Class 11 contains 17683 members 
Mstep: Class 12 contains 74053 members 
Mstep: Class 13 contains 18388 members 
Mstep: Class 15 contains 57693 members 
Mstep: Class 16 contains 19939 members 
Mstep: Class 17 contains 10403 members 
Mstep: Class 18 contains 11456 members 
Mstep: Class 19 contains 143201 members 
Mstep: Class 20 contains 17292 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.385195e+08 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1987 members 
Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 61207 members 
Mstep: Class 3 contains 99883 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 11469 members 
Mstep: Class 6 contains 53045 members 
Mstep: Class 7 contains 141295 members 
Mstep: Class 8 contains 208256 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 169346 members 
Mstep: Class 11 contains 17600 members 
Mstep: Class 12 contains 72764 members 
Mstep: Class 13 contains 18440 members 
Mstep: Class 15 contains 57013 members 
Mstep: Class 16 contains 20597 members 
Mstep: Class 17 contains 10483 members 
Mstep: Class 18 contains 11012 members 
Mstep: Class 19 contains 144379 members 
Mstep: Class 20 contains 17224 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.385269e+08 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1987 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 61564 members 
Mstep: Class 3 contains 103048 members 
Mstep: Class 4 contains 21374 members 
Mstep: Class 5 contains 11638 members 
Mstep: Class 6 contains 52035 members 
Mstep: Class 7 contains 141070 members 
Mstep: Class 8 contains 206867 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 169316 members 
Mstep: Class 11 contains 17534 members 
Mstep: Class 12 contains 71816 members 
Mstep: Class 13 contains 18485 members 
Mstep: Class 15 contains 56396 members 
Mstep: Class 16 contains 21281 members 
Mstep: Class 17 contains 10565 members 
Mstep: Class 18 contains 10600 members 
Mstep: Class 19 contains 145382 members 
Mstep: Class 20 contains 17182 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.385305e+08 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 1987 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 62016 members 
Mstep: Class 3 contains 105098 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 11799 members 
Mstep: Class 6 contains 51243 members 
Mstep: Class 7 contains 140867 members 
Mstep: Class 8 contains 206257 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 169170 members 
Mstep: Class 11 contains 17494 members 
Mstep: Class 12 contains 71160 members 
Mstep: Class 13 contains 18490 members 
Mstep: Class 15 contains 55832 members 
Mstep: Class 16 contains 21926 members 
Mstep: Class 17 contains 10617 members 
Mstep: Class 18 contains 10229 members 
Mstep: Class 19 contains 146178 members 
Mstep: Class 20 contains 17179 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.385324e+08 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 151027 members 
Mstep: Class 2 contains 62428 members 
Mstep: Class 3 contains 106446 members 
Mstep: Class 4 contains 20954 members 
Mstep: Class 5 contains 11913 members 
Mstep: Class 6 contains 50552 members 
Mstep: Class 7 contains 140670 members 
Mstep: Class 8 contains 206085 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 168997 members 
Mstep: Class 11 contains 17476 members 
Mstep: Class 12 contains 70684 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 15 contains 55329 members 
Mstep: Class 16 contains 22515 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 146868 members 
Mstep: Class 20 contains 17220 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.385338e+08 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 62862 members 
Mstep: Class 3 contains 107345 members 
Mstep: Class 4 contains 20767 members 
Mstep: Class 5 contains 11961 members 
Mstep: Class 6 contains 49956 members 
Mstep: Class 7 contains 140483 members 
Mstep: Class 8 contains 206090 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 168793 members 
Mstep: Class 11 contains 17469 members 
Mstep: Class 12 contains 70330 members 
Mstep: Class 13 contains 18462 members 
Mstep: Class 15 contains 54821 members 
Mstep: Class 16 contains 23070 members 
Mstep: Class 17 contains 10756 members 
Mstep: Class 18 contains 9619 members 
Mstep: Class 19 contains 147464 members 
Mstep: Class 20 contains 17307 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.385357e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 63291 members 
Mstep: Class 3 contains 107955 members 
Mstep: Class 4 contains 20574 members 
Mstep: Class 5 contains 12071 members 
Mstep: Class 6 contains 49474 members 
Mstep: Class 7 contains 140293 members 
Mstep: Class 8 contains 206201 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 168591 members 
Mstep: Class 11 contains 17466 members 
Mstep: Class 12 contains 70082 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 15 contains 54319 members 
Mstep: Class 16 contains 23622 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 9338 members 
Mstep: Class 19 contains 147930 members 
Mstep: Class 20 contains 17423 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.385368e+08 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 150223 members 
Mstep: Class 2 contains 63717 members 
Mstep: Class 3 contains 108415 members 
Mstep: Class 4 contains 20378 members 
Mstep: Class 5 contains 12221 members 
Mstep: Class 6 contains 49076 members 
Mstep: Class 7 contains 140125 members 
Mstep: Class 8 contains 206398 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 168345 members 
Mstep: Class 11 contains 17467 members 
Mstep: Class 12 contains 69852 members 
Mstep: Class 13 contains 18400 members 
Mstep: Class 15 contains 53802 members 
Mstep: Class 16 contains 24097 members 
Mstep: Class 17 contains 10767 members 
Mstep: Class 18 contains 9080 members 
Mstep: Class 19 contains 148337 members 
Mstep: Class 20 contains 17543 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.385376e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 150065 members 
Mstep: Class 2 contains 64181 members 
Mstep: Class 3 contains 108704 members 
Mstep: Class 4 contains 20150 members 
Mstep: Class 5 contains 12397 members 
Mstep: Class 6 contains 48806 members 
Mstep: Class 7 contains 139959 members 
Mstep: Class 8 contains 206640 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 168069 members 
Mstep: Class 11 contains 17479 members 
Mstep: Class 12 contains 69672 members 
Mstep: Class 13 contains 18359 members 
Mstep: Class 15 contains 53273 members 
Mstep: Class 16 contains 24518 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 8835 members 
Mstep: Class 19 contains 148659 members 
Mstep: Class 20 contains 17709 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.385387e+08 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 64634 members 
Mstep: Class 3 contains 108853 members 
Mstep: Class 4 contains 19912 members 
Mstep: Class 5 contains 12658 members 
Mstep: Class 6 contains 48602 members 
Mstep: Class 7 contains 139818 members 
Mstep: Class 8 contains 206907 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 167797 members 
Mstep: Class 11 contains 17507 members 
Mstep: Class 12 contains 69533 members 
Mstep: Class 13 contains 18305 members 
Mstep: Class 15 contains 52678 members 
Mstep: Class 16 contains 24931 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 8591 members 
Mstep: Class 19 contains 148912 members 
Mstep: Class 20 contains 17900 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.385398e+08 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 149857 members 
Mstep: Class 2 contains 65089 members 
Mstep: Class 3 contains 108895 members 
Mstep: Class 4 contains 19669 members 
Mstep: Class 5 contains 12913 members 
Mstep: Class 6 contains 48479 members 
Mstep: Class 7 contains 139646 members 
Mstep: Class 8 contains 207203 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 167510 members 
Mstep: Class 11 contains 17515 members 
Mstep: Class 12 contains 69446 members 
Mstep: Class 13 contains 18276 members 
Mstep: Class 15 contains 52077 members 
Mstep: Class 16 contains 25309 members 
Mstep: Class 17 contains 10753 members 
Mstep: Class 18 contains 8348 members 
Mstep: Class 19 contains 149143 members 
Mstep: Class 20 contains 18115 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.385408e+08 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 149781 members 
Mstep: Class 2 contains 65615 members 
Mstep: Class 3 contains 108868 members 
Mstep: Class 4 contains 19423 members 
Mstep: Class 5 contains 13251 members 
Mstep: Class 6 contains 48428 members 
Mstep: Class 7 contains 139439 members 
Mstep: Class 8 contains 207490 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 167215 members 
Mstep: Class 11 contains 17528 members 
Mstep: Class 12 contains 69350 members 
Mstep: Class 13 contains 18273 members 
Mstep: Class 15 contains 51430 members 
Mstep: Class 16 contains 25667 members 
Mstep: Class 17 contains 10733 members 
Mstep: Class 18 contains 8145 members 
Mstep: Class 19 contains 149305 members 
Mstep: Class 20 contains 18302 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -1.385419e+08 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 66166 members 
Mstep: Class 3 contains 108815 members 
Mstep: Class 4 contains 19174 members 
Mstep: Class 5 contains 13639 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 139170 members 
Mstep: Class 8 contains 207810 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 166889 members 
Mstep: Class 11 contains 17543 members 
Mstep: Class 12 contains 69242 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 15 contains 50769 members 
Mstep: Class 16 contains 26062 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 7923 members 
Mstep: Class 19 contains 149446 members 
Mstep: Class 20 contains 18534 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -1.385429e+08 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 149738 members 
Mstep: Class 2 contains 66769 members 
Mstep: Class 3 contains 108686 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 13941 members 
Mstep: Class 6 contains 48358 members 
Mstep: Class 7 contains 138869 members 
Mstep: Class 8 contains 208166 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 166532 members 
Mstep: Class 11 contains 17565 members 
Mstep: Class 12 contains 69132 members 
Mstep: Class 13 contains 18302 members 
Mstep: Class 15 contains 50046 members 
Mstep: Class 16 contains 26489 members 
Mstep: Class 17 contains 10640 members 
Mstep: Class 18 contains 7696 members 
Mstep: Class 19 contains 149599 members 
Mstep: Class 20 contains 18808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545424.000000 Penalty: 66304.617188
Iteration 38Q: 20 clusters Score -1.385454e+08 nChanged 5330
Entering ConstructFrom: 
Score: -138545424.000000 Penalty: 66304.617188
Entering ConstructFrom: 
Trying to split cluster 1 (149685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Entering Unmasked Estep 
Score: -16696058.000000 Penalty: 2955.239502
	Iteration 0F: 2 clusters Score -1.669606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -16595780.000000 Penalty: 5910.479004
	Iteration 0F: 3 clusters Score -1.659578e+07 nChanged 71518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -16638390.000000 Penalty: 5910.479004
	Iteration 1F: 3 clusters Score -1.663839e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -16643794.000000 Penalty: 5910.479004
	Iteration 2Q: 3 clusters Score -1.664379e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -16661496.000000 Penalty: 5910.479004
	Iteration 3F: 3 clusters Score -1.66615e+07 nChanged 17584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -16702177.000000 Penalty: 5910.479004
	Iteration 4F: 3 clusters Score -1.670218e+07 nChanged 19344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -16737289.000000 Penalty: 5910.479004
	Iteration 5F: 3 clusters Score -1.673729e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90375 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -16750518.000000 Penalty: 5910.479004
	Iteration 6F: 3 clusters Score -1.675052e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96131 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -16756452.000000 Penalty: 5910.479004
	Iteration 7Q: 3 clusters Score -1.675645e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -16759784.000000 Penalty: 5910.479004
	Iteration 8Q: 3 clusters Score -1.675978e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102967 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -16761706.000000 Penalty: 5910.479004
	Iteration 9Q: 3 clusters Score -1.676171e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105135 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -16762979.000000 Penalty: 5910.479004
	Iteration 10Q: 3 clusters Score -1.676298e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106865 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -16763804.000000 Penalty: 5910.479004
	Iteration 11Q: 3 clusters Score -1.67638e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108201 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -16764159.000000 Penalty: 5910.479004
	Iteration 12Q: 3 clusters Score -1.676416e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -16764603.000000 Penalty: 5910.479004
	Iteration 13Q: 3 clusters Score -1.67646e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -16764790.000000 Penalty: 5910.479004
	Iteration 14Q: 3 clusters Score -1.676479e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -16765028.000000 Penalty: 5910.479004
	Iteration 15Q: 3 clusters Score -1.676503e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -16765148.000000 Penalty: 5910.479004
	Iteration 16Q: 3 clusters Score -1.676515e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111669 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -16765151.000000 Penalty: 5910.479004
	Iteration 17Q: 3 clusters Score -1.676515e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -16765190.000000 Penalty: 5910.479004
	Iteration 18Q: 3 clusters Score -1.676519e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -16765172.000000 Penalty: 5910.479004
	Iteration 19Q: 3 clusters Score -1.676517e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112405 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -16765164.000000 Penalty: 5910.479004
	Iteration 20F: 3 clusters Score -1.676516e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112523 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -16765187.000000 Penalty: 5910.479004
	Iteration 21Q: 3 clusters Score -1.676519e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112601 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -16765218.000000 Penalty: 5910.479004
	Iteration 22Q: 3 clusters Score -1.676522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112642 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -16765243.000000 Penalty: 5910.479004
	Iteration 23Q: 3 clusters Score -1.676524e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112672 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -16765205.000000 Penalty: 5910.479004
	Iteration 24Q: 3 clusters Score -1.67652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -16765213.000000 Penalty: 5910.479004
	Iteration 25Q: 3 clusters Score -1.676521e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -16765210.000000 Penalty: 5910.479004
	Iteration 26Q: 3 clusters Score -1.676521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112738 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -16765220.000000 Penalty: 5910.479004
	Iteration 27Q: 3 clusters Score -1.676522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112756 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -16765239.000000 Penalty: 5910.479004
	Iteration 28Q: 3 clusters Score -1.676524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -16765217.000000 Penalty: 5910.479004
	Iteration 29Q: 3 clusters Score -1.676522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112788 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -16765215.000000 Penalty: 5910.479004
	Iteration 30Q: 3 clusters Score -1.676522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112791 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -16765213.000000 Penalty: 5910.479004
	Iteration 31Q: 3 clusters Score -1.676521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112793 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -16765210.000000 Penalty: 5910.479004
	Iteration 32Q: 3 clusters Score -1.676521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -16765210.000000 Penalty: 5910.479004
	Iteration 33Q: 3 clusters Score -1.676521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -16765216.000000 Penalty: 5910.479004
	Iteration 34Q: 3 clusters Score -1.676522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -16765216.000000 Penalty: 5910.479004
	Iteration 35F: 3 clusters Score -1.676522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 67377 members 
Mstep: Class 3 contains 108475 members 
Mstep: Class 4 contains 18700 members 
Mstep: Class 5 contains 14226 members 
Mstep: Class 6 contains 48348 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 166161 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 69000 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Entering Unmasked Estep 
Score: -138610816.000000 Penalty: 69794.328125
Splitting cluster 1 changes total score from -138545424.000000 to -138610816.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (67377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Entering Unmasked Estep 
Score: -7116558.000000 Penalty: 2757.278564
	Iteration 0F: 2 clusters Score -7116558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -7071361.000000 Penalty: 5514.557129
	Iteration 0F: 3 clusters Score -7071361 nChanged 31615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -7091855.500000 Penalty: 5514.557129
	Iteration 1F: 3 clusters Score -7091856 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -7095396.000000 Penalty: 5514.557129
	Iteration 2F: 3 clusters Score -7095396 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -7099735.000000 Penalty: 5514.557129
	Iteration 3F: 3 clusters Score -7099735 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -7104066.500000 Penalty: 5514.557129
	Iteration 4F: 3 clusters Score -7104066 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -7107611.500000 Penalty: 5514.557129
	Iteration 5F: 3 clusters Score -7107612 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -7110160.000000 Penalty: 5514.557129
	Iteration 6F: 3 clusters Score -7110160 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -7111610.500000 Penalty: 5514.557129
	Iteration 7Q: 3 clusters Score -7111610 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -7112532.500000 Penalty: 5514.557129
	Iteration 8Q: 3 clusters Score -7112532 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -7113105.000000 Penalty: 5514.557129
	Iteration 9Q: 3 clusters Score -7113105 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -7113555.500000 Penalty: 5514.557129
	Iteration 10Q: 3 clusters Score -7113556 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -7113882.500000 Penalty: 5514.557129
	Iteration 11Q: 3 clusters Score -7113882 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -7114196.500000 Penalty: 5514.557129
	Iteration 12Q: 3 clusters Score -7114196 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -7114405.000000 Penalty: 5514.557129
	Iteration 13Q: 3 clusters Score -7114405 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -7114582.000000 Penalty: 5514.557129
	Iteration 14Q: 3 clusters Score -7114582 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -7114730.000000 Penalty: 5514.557129
	Iteration 15Q: 3 clusters Score -7114730 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -7114856.500000 Penalty: 5514.557129
	Iteration 16Q: 3 clusters Score -7114856 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -7115002.500000 Penalty: 5514.557129
	Iteration 17Q: 3 clusters Score -7115002 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -7115086.000000 Penalty: 5514.557129
	Iteration 18Q: 3 clusters Score -7115086 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -7115178.500000 Penalty: 5514.557129
	Iteration 19Q: 3 clusters Score -7115178 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -7115273.500000 Penalty: 5514.557129
	Iteration 20F: 3 clusters Score -7115274 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -7115360.500000 Penalty: 5514.557129
	Iteration 21Q: 3 clusters Score -7115360 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -7115453.500000 Penalty: 5514.557129
	Iteration 22Q: 3 clusters Score -7115454 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -7115522.500000 Penalty: 5514.557129
	Iteration 23Q: 3 clusters Score -7115522 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -7115626.000000 Penalty: 5514.557129
	Iteration 24Q: 3 clusters Score -7115626 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -7115724.000000 Penalty: 5514.557129
	Iteration 25Q: 3 clusters Score -7115724 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -7115786.500000 Penalty: 5514.557129
	Iteration 26Q: 3 clusters Score -7115786 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -7115827.500000 Penalty: 5514.557129
	Iteration 27Q: 3 clusters Score -7115828 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -7115910.000000 Penalty: 5514.557129
	Iteration 28Q: 3 clusters Score -7115910 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7115972.000000 Penalty: 5514.557129
	Iteration 29Q: 3 clusters Score -7115972 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -7116024.000000 Penalty: 5514.557129
	Iteration 30Q: 3 clusters Score -7116024 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -7116119.500000 Penalty: 5514.557129
	Iteration 31Q: 3 clusters Score -7116120 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -7116268.000000 Penalty: 5514.557129
	Iteration 32Q: 3 clusters Score -7116268 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -7116483.500000 Penalty: 5514.557129
	Iteration 33Q: 3 clusters Score -7116484 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -7116751.000000 Penalty: 5514.557129
	Iteration 34Q: 3 clusters Score -7116751 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -7117067.500000 Penalty: 5514.557129
	Iteration 35Q: 3 clusters Score -7117068 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -7117347.500000 Penalty: 5514.557129
	Iteration 36Q: 3 clusters Score -7117348 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -7117572.500000 Penalty: 5514.557129
	Iteration 37Q: 3 clusters Score -7117572 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -7117725.500000 Penalty: 5514.557129
	Iteration 38Q: 3 clusters Score -7117726 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -7117847.000000 Penalty: 5514.557129
	Iteration 39Q: 3 clusters Score -7117847 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -7117946.000000 Penalty: 5514.557129
	Iteration 40F: 3 clusters Score -7117946 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -7118108.500000 Penalty: 5514.557129
	Iteration 41Q: 3 clusters Score -7118108 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -7118254.500000 Penalty: 5514.557129
	Iteration 42Q: 3 clusters Score -7118254 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -7118371.000000 Penalty: 5514.557129
	Iteration 43Q: 3 clusters Score -7118371 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -7118469.000000 Penalty: 5514.557129
	Iteration 44Q: 3 clusters Score -7118469 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -7118521.500000 Penalty: 5514.557129
	Iteration 45Q: 3 clusters Score -7118522 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -7118593.500000 Penalty: 5514.557129
	Iteration 46Q: 3 clusters Score -7118594 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -7118657.000000 Penalty: 5514.557129
	Iteration 47Q: 3 clusters Score -7118657 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -7118713.500000 Penalty: 5514.557129
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Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 58102 members 
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Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7118843 nChanged 246
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Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7118888 nChanged 250
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Mstep: Class 2 contains 58130 members 
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Mstep: Class 2 contains 58134 members 
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	Iteration 53Q: 3 clusters Score -7118980 nChanged 220
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Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 58156 members 
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Mstep: Class 1 contains 9201 members 
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Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7119222 nChanged 158
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	Iteration 60F: 3 clusters Score -7119264 nChanged 150
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	Iteration 67Q: 3 clusters Score -7119369 nChanged 101
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	Iteration 80F: 3 clusters Score -7119444 nChanged 60
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	Iteration 111Q: 3 clusters Score -7121148 nChanged 34
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	Iteration 112Q: 3 clusters Score -7121156 nChanged 29
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	Iteration 113Q: 3 clusters Score -7121148 nChanged 37
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	Iteration 114Q: 3 clusters Score -7121159 nChanged 27
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	Iteration 115Q: 3 clusters Score -7121177 nChanged 31
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	Iteration 116Q: 3 clusters Score -7121190 nChanged 32
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	Iteration 118Q: 3 clusters Score -7121185 nChanged 38
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	Iteration 126Q: 3 clusters Score -7121202 nChanged 11
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	Iteration 129Q: 3 clusters Score -7121204 nChanged 9
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	Iteration 130Q: 3 clusters Score -7121199 nChanged 12
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	Iteration 131Q: 3 clusters Score -7121209 nChanged 10
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	Iteration 132Q: 3 clusters Score -7121208 nChanged 12
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	Iteration 133Q: 3 clusters Score -7121206 nChanged 8
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	Iteration 134Q: 3 clusters Score -7121192 nChanged 8
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	Iteration 135Q: 3 clusters Score -7121200 nChanged 2
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	Iteration 140F: 3 clusters Score -7121196 nChanged 4
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	Iteration 141Q: 3 clusters Score -7121206 nChanged 6
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Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -7121202.500000 Penalty: 5514.557129
	Iteration 142Q: 3 clusters Score -7121202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -7121198.500000 Penalty: 5514.557129
	Iteration 143Q: 3 clusters Score -7121198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -7121195.500000 Penalty: 5514.557129
	Iteration 144Q: 3 clusters Score -7121196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -7121191.000000 Penalty: 5514.557129
	Iteration 145Q: 3 clusters Score -7121191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -7121190.500000 Penalty: 5514.557129
	Iteration 146Q: 3 clusters Score -7121190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -7121197.500000 Penalty: 5514.557129
	Iteration 147Q: 3 clusters Score -7121198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -7121198.500000 Penalty: 5514.557129
	Iteration 148Q: 3 clusters Score -7121198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -7121198.500000 Penalty: 5514.557129
	Iteration 149F: 3 clusters Score -7121198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 108475 members 
Mstep: Class 4 contains 18700 members 
Mstep: Class 5 contains 14226 members 
Mstep: Class 6 contains 48348 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 166161 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 69000 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Entering Unmasked Estep 
Score: -138615344.000000 Penalty: 73284.046875
Splitting cluster 2 changes total score from -138545424.000000 to -138615344.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (108475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108475 members 
Entering Unmasked Estep 
Score: -12133270.000000 Penalty: 2875.380371
	Iteration 0F: 2 clusters Score -1.213327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -12060638.000000 Penalty: 5750.760742
	Iteration 0F: 3 clusters Score -1.206064e+07 nChanged 51375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -12091488.000000 Penalty: 5750.760742
	Iteration 1F: 3 clusters Score -1.209149e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -12097011.000000 Penalty: 5750.760742
	Iteration 2F: 3 clusters Score -1.209701e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -12108969.000000 Penalty: 5750.760742
	Iteration 3F: 3 clusters Score -1.210897e+07 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -12126012.000000 Penalty: 5750.760742
	Iteration 4F: 3 clusters Score -1.212601e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -12141545.000000 Penalty: 5750.760742
	Iteration 5F: 3 clusters Score -1.214154e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -12152731.000000 Penalty: 5750.760742
	Iteration 6F: 3 clusters Score -1.215273e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -12159479.000000 Penalty: 5750.760742
	Iteration 7F: 3 clusters Score -1.215948e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -12161652.000000 Penalty: 5750.760742
	Iteration 8Q: 3 clusters Score -1.216165e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -12162217.000000 Penalty: 5750.760742
	Iteration 9Q: 3 clusters Score -1.216222e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -12162342.000000 Penalty: 5750.760742
	Iteration 10Q: 3 clusters Score -1.216234e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -12162446.000000 Penalty: 5750.760742
	Iteration 11Q: 3 clusters Score -1.216245e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -12162473.000000 Penalty: 5750.760742
	Iteration 12Q: 3 clusters Score -1.216247e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -12162473.000000 Penalty: 5750.760742
	Iteration 13Q: 3 clusters Score -1.216247e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -12162477.000000 Penalty: 5750.760742
	Iteration 14Q: 3 clusters Score -1.216248e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -12162500.000000 Penalty: 5750.760742
	Iteration 15Q: 3 clusters Score -1.21625e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -12162500.000000 Penalty: 5750.760742
	Iteration 16Q: 3 clusters Score -1.21625e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -12162512.000000 Penalty: 5750.760742
	Iteration 17Q: 3 clusters Score -1.216251e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76676 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -12162528.000000 Penalty: 5750.760742
	Iteration 18Q: 3 clusters Score -1.216253e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -12162546.000000 Penalty: 5750.760742
	Iteration 19Q: 3 clusters Score -1.216255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -12162565.000000 Penalty: 5750.760742
	Iteration 20F: 3 clusters Score -1.216256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -12162579.000000 Penalty: 5750.760742
	Iteration 21Q: 3 clusters Score -1.216258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -12162565.000000 Penalty: 5750.760742
	Iteration 22Q: 3 clusters Score -1.216256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -12162564.000000 Penalty: 5750.760742
	Iteration 23Q: 3 clusters Score -1.216256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -12162555.000000 Penalty: 5750.760742
	Iteration 24Q: 3 clusters Score -1.216256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -12162567.000000 Penalty: 5750.760742
	Iteration 25Q: 3 clusters Score -1.216257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -12162566.000000 Penalty: 5750.760742
	Iteration 26Q: 3 clusters Score -1.216257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -12162566.000000 Penalty: 5750.760742
	Iteration 27Q: 3 clusters Score -1.216257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -12162571.000000 Penalty: 5750.760742
	Iteration 28Q: 3 clusters Score -1.216257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -12162569.000000 Penalty: 5750.760742
	Iteration 29Q: 3 clusters Score -1.216257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -12162566.000000 Penalty: 5750.760742
	Iteration 30Q: 3 clusters Score -1.216257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -12162572.000000 Penalty: 5750.760742
	Iteration 31Q: 3 clusters Score -1.216257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -12162578.000000 Penalty: 5750.760742
	Iteration 32Q: 3 clusters Score -1.216258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -12162566.000000 Penalty: 5750.760742
	Iteration 33Q: 3 clusters Score -1.216257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -12162570.000000 Penalty: 5750.760742
	Iteration 34Q: 3 clusters Score -1.216257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -12162568.000000 Penalty: 5750.760742
	Iteration 35Q: 3 clusters Score -1.216257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -12162577.000000 Penalty: 5750.760742
	Iteration 36Q: 3 clusters Score -1.216258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -12162575.000000 Penalty: 5750.760742
	Iteration 37Q: 3 clusters Score -1.216258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -12162580.000000 Penalty: 5750.760742
	Iteration 38Q: 3 clusters Score -1.216258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -12162576.000000 Penalty: 5750.760742
	Iteration 39Q: 3 clusters Score -1.216258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -12162572.000000 Penalty: 5750.760742
	Iteration 40F: 3 clusters Score -1.216257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -12162566.000000 Penalty: 5750.760742
	Iteration 41Q: 3 clusters Score -1.216257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -12162566.000000 Penalty: 5750.760742
	Iteration 42F: 3 clusters Score -1.216257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 18700 members 
Mstep: Class 5 contains 14226 members 
Mstep: Class 6 contains 48348 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 166161 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 69000 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Entering Unmasked Estep 
Score: -138643568.000000 Penalty: 76773.765625
Splitting cluster 3 changes total score from -138545424.000000 to -138643568.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (18700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Entering Unmasked Estep 
Score: -1903538.000000 Penalty: 2439.397217
	Iteration 0F: 2 clusters Score -1903538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1890377.000000 Penalty: 4878.794434
	Iteration 0F: 3 clusters Score -1890377 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1895113.250000 Penalty: 4878.794434
	Iteration 1F: 3 clusters Score -1895113 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1896363.750000 Penalty: 4878.794434
	Iteration 2F: 3 clusters Score -1896364 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1898201.250000 Penalty: 4878.794434
	Iteration 3F: 3 clusters Score -1898201 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1900089.750000 Penalty: 4878.794434
	Iteration 4F: 3 clusters Score -1900090 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1901724.875000 Penalty: 4878.794434
	Iteration 5F: 3 clusters Score -1901725 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1903023.625000 Penalty: 4878.794434
	Iteration 6F: 3 clusters Score -1903024 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1903832.125000 Penalty: 4878.794434
	Iteration 7Q: 3 clusters Score -1903832 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1904275.750000 Penalty: 4878.794434
	Iteration 8Q: 3 clusters Score -1904276 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1904503.000000 Penalty: 4878.794434
	Iteration 9Q: 3 clusters Score -1904503 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1904630.500000 Penalty: 4878.794434
	Iteration 10Q: 3 clusters Score -1904630 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1904706.125000 Penalty: 4878.794434
	Iteration 11Q: 3 clusters Score -1904706 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1904765.750000 Penalty: 4878.794434
	Iteration 12Q: 3 clusters Score -1904766 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1904799.125000 Penalty: 4878.794434
	Iteration 13Q: 3 clusters Score -1904799 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1904839.000000 Penalty: 4878.794434
	Iteration 14Q: 3 clusters Score -1904839 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1904853.500000 Penalty: 4878.794434
	Iteration 15Q: 3 clusters Score -1904854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1904865.875000 Penalty: 4878.794434
	Iteration 16Q: 3 clusters Score -1904866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1904881.375000 Penalty: 4878.794434
	Iteration 17Q: 3 clusters Score -1904881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1904892.000000 Penalty: 4878.794434
	Iteration 18Q: 3 clusters Score -1904892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1904898.250000 Penalty: 4878.794434
	Iteration 19Q: 3 clusters Score -1904898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1904906.375000 Penalty: 4878.794434
	Iteration 20F: 3 clusters Score -1904906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1904915.125000 Penalty: 4878.794434
	Iteration 21Q: 3 clusters Score -1904915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1904924.375000 Penalty: 4878.794434
	Iteration 22Q: 3 clusters Score -1904924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1904924.250000 Penalty: 4878.794434
	Iteration 23Q: 3 clusters Score -1904924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1904924.875000 Penalty: 4878.794434
	Iteration 24Q: 3 clusters Score -1904925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1904934.500000 Penalty: 4878.794434
	Iteration 25Q: 3 clusters Score -1904934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1904940.500000 Penalty: 4878.794434
	Iteration 26Q: 3 clusters Score -1904940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1904940.750000 Penalty: 4878.794434
	Iteration 27Q: 3 clusters Score -1904941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1904947.000000 Penalty: 4878.794434
	Iteration 28Q: 3 clusters Score -1904947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1904947.625000 Penalty: 4878.794434
	Iteration 29Q: 3 clusters Score -1904948 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1904954 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1904953 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1904954 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1904957 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1904959 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1904958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1904958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1904959 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1904963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1904963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1904965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1904965 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1904965 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1904968 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1904970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1904968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1904972 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1904976 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1904974 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1904974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1904976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1904978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1904980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1904979 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1904977 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1904978 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1904978 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1904984 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1904982 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1904983 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1904987 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1904986 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1904990 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1904992 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1904992 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1904995 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1904995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1904999.875000 Penalty: 4878.794434
	Iteration 67Q: 3 clusters Score -1905000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1905003.750000 Penalty: 4878.794434
	Iteration 68Q: 3 clusters Score -1905004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1905004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1905000.125000 Penalty: 4878.794434
	Iteration 70Q: 3 clusters Score -1905000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1905005.375000 Penalty: 4878.794434
	Iteration 71Q: 3 clusters Score -1905005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1905008.625000 Penalty: 4878.794434
	Iteration 72Q: 3 clusters Score -1905009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1905009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1905010.125000 Penalty: 4878.794434
	Iteration 74Q: 3 clusters Score -1905010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1905008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1905007 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1905001.000000 Penalty: 4878.794434
	Iteration 77Q: 3 clusters Score -1905001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1905008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1905011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1905011.750000 Penalty: 4878.794434
	Iteration 80F: 3 clusters Score -1905012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1905016.000000 Penalty: 4878.794434
	Iteration 81Q: 3 clusters Score -1905016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1905017.375000 Penalty: 4878.794434
	Iteration 82Q: 3 clusters Score -1905017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1905019.500000 Penalty: 4878.794434
	Iteration 83Q: 3 clusters Score -1905020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1905023.125000 Penalty: 4878.794434
	Iteration 84Q: 3 clusters Score -1905023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1905032.375000 Penalty: 4878.794434
	Iteration 85Q: 3 clusters Score -1905032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1905037.125000 Penalty: 4878.794434
	Iteration 86Q: 3 clusters Score -1905037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1905048.875000 Penalty: 4878.794434
	Iteration 87Q: 3 clusters Score -1905049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1905070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1905111.000000 Penalty: 4878.794434
	Iteration 89Q: 3 clusters Score -1905111 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1905179.875000 Penalty: 4878.794434
	Iteration 90Q: 3 clusters Score -1905180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1905317.875000 Penalty: 4878.794434
	Iteration 91Q: 3 clusters Score -1905318 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1905587 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1906086 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1906425.500000 Penalty: 4878.794434
	Iteration 94Q: 3 clusters Score -1906426 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1906565.875000 Penalty: 4878.794434
	Iteration 95Q: 3 clusters Score -1906566 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1906628.125000 Penalty: 4878.794434
	Iteration 96Q: 3 clusters Score -1906628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1906654.500000 Penalty: 4878.794434
	Iteration 97Q: 3 clusters Score -1906654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1906669.625000 Penalty: 4878.794434
	Iteration 98Q: 3 clusters Score -1906670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1906687.875000 Penalty: 4878.794434
	Iteration 99Q: 3 clusters Score -1906688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1906692.000000 Penalty: 4878.794434
	Iteration 100F: 3 clusters Score -1906692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1906699.625000 Penalty: 4878.794434
	Iteration 101Q: 3 clusters Score -1906700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1906716.125000 Penalty: 4878.794434
	Iteration 102Q: 3 clusters Score -1906716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1906716.875000 Penalty: 4878.794434
	Iteration 103Q: 3 clusters Score -1906717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1906717.125000 Penalty: 4878.794434
	Iteration 104Q: 3 clusters Score -1906717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1906726.750000 Penalty: 4878.794434
	Iteration 105Q: 3 clusters Score -1906727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1906724.750000 Penalty: 4878.794434
	Iteration 106Q: 3 clusters Score -1906725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1906728.875000 Penalty: 4878.794434
	Iteration 107Q: 3 clusters Score -1906729 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1906729.500000 Penalty: 4878.794434
	Iteration 108Q: 3 clusters Score -1906730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1906729.500000 Penalty: 4878.794434
	Iteration 109Q: 3 clusters Score -1906730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1906728.875000 Penalty: 4878.794434
	Iteration 110Q: 3 clusters Score -1906729 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1906728.875000 Penalty: 4878.794434
	Iteration 111F: 3 clusters Score -1906729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 14226 members 
Mstep: Class 6 contains 48348 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 166161 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 69000 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Entering Unmasked Estep 
Score: -138645136.000000 Penalty: 80263.484375
Splitting cluster 4 changes total score from -138545424.000000 to -138645136.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (14226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14226 members 
Entering Unmasked Estep 
Score: -1385936.125000 Penalty: 2371.580811
	Iteration 0F: 2 clusters Score -1385936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1375474.000000 Penalty: 4743.161621
	Iteration 0F: 3 clusters Score -1375474 nChanged 6148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1380384.750000 Penalty: 4743.161621
	Iteration 1F: 3 clusters Score -1380385 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1383006.000000 Penalty: 4743.161621
	Iteration 2F: 3 clusters Score -1383006 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1386137.500000 Penalty: 4743.161621
	Iteration 3F: 3 clusters Score -1386138 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1390206.250000 Penalty: 4743.161621
	Iteration 4F: 3 clusters Score -1390206 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1394275.625000 Penalty: 4743.161621
	Iteration 5F: 3 clusters Score -1394276 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1395599.375000 Penalty: 4743.161621
	Iteration 6Q: 3 clusters Score -1395599 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1396301.000000 Penalty: 4743.161621
	Iteration 7Q: 3 clusters Score -1396301 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1396852.500000 Penalty: 4743.161621
	Iteration 8Q: 3 clusters Score -1396852 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1397117.000000 Penalty: 4743.161621
	Iteration 9Q: 3 clusters Score -1397117 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1397177.000000 Penalty: 4743.161621
	Iteration 10Q: 3 clusters Score -1397177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1397179.000000 Penalty: 4743.161621
	Iteration 11Q: 3 clusters Score -1397179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1397181.125000 Penalty: 4743.161621
	Iteration 12Q: 3 clusters Score -1397181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1397180.250000 Penalty: 4743.161621
	Iteration 13Q: 3 clusters Score -1397180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1397180.250000 Penalty: 4743.161621
	Iteration 14F: 3 clusters Score -1397180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 48348 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 166161 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 69000 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Entering Unmasked Estep 
Score: -138655520.000000 Penalty: 83753.195312
Splitting cluster 5 changes total score from -138545424.000000 to -138655520.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (48348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Entering Unmasked Estep 
Score: -5003902.000000 Penalty: 2674.972656
	Iteration 0F: 2 clusters Score -5003902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4971374.500000 Penalty: 5349.945312
	Iteration 0F: 3 clusters Score -4971374 nChanged 22150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -4984754.000000 Penalty: 5349.945312
	Iteration 1F: 3 clusters Score -4984754 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -4986872.000000 Penalty: 5349.945312
	Iteration 2F: 3 clusters Score -4986872 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -4989918.000000 Penalty: 5349.945312
	Iteration 3F: 3 clusters Score -4989918 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4993368.500000 Penalty: 5349.945312
	Iteration 4F: 3 clusters Score -4993368 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -4996691.000000 Penalty: 5349.945312
	Iteration 5F: 3 clusters Score -4996691 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4999359.000000 Penalty: 5349.945312
	Iteration 6F: 3 clusters Score -4999359 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -5001368.000000 Penalty: 5349.945312
	Iteration 7F: 3 clusters Score -5001368 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -5002571.500000 Penalty: 5349.945312
	Iteration 8Q: 3 clusters Score -5002572 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -5003348.500000 Penalty: 5349.945312
	Iteration 9Q: 3 clusters Score -5003348 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5003949.500000 Penalty: 5349.945312
	Iteration 10Q: 3 clusters Score -5003950 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -5004390.000000 Penalty: 5349.945312
	Iteration 11Q: 3 clusters Score -5004390 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -5004759.000000 Penalty: 5349.945312
	Iteration 12Q: 3 clusters Score -5004759 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5005072.500000 Penalty: 5349.945312
	Iteration 13Q: 3 clusters Score -5005072 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5005298.000000 Penalty: 5349.945312
	Iteration 14Q: 3 clusters Score -5005298 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -5005495.500000 Penalty: 5349.945312
	Iteration 15Q: 3 clusters Score -5005496 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -5005588.000000 Penalty: 5349.945312
	Iteration 16Q: 3 clusters Score -5005588 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -5005691.000000 Penalty: 5349.945312
	Iteration 17Q: 3 clusters Score -5005691 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -5005820.500000 Penalty: 5349.945312
	Iteration 18Q: 3 clusters Score -5005820 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -5005924.000000 Penalty: 5349.945312
	Iteration 19Q: 3 clusters Score -5005924 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5006029.500000 Penalty: 5349.945312
	Iteration 20F: 3 clusters Score -5006030 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -5006119.500000 Penalty: 5349.945312
	Iteration 21Q: 3 clusters Score -5006120 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -5006230.500000 Penalty: 5349.945312
	Iteration 22Q: 3 clusters Score -5006230 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -5006305.500000 Penalty: 5349.945312
	Iteration 23Q: 3 clusters Score -5006306 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -5006377.000000 Penalty: 5349.945312
	Iteration 24Q: 3 clusters Score -5006377 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -5006441.500000 Penalty: 5349.945312
	Iteration 25Q: 3 clusters Score -5006442 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5006479.000000 Penalty: 5349.945312
	Iteration 26Q: 3 clusters Score -5006479 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -5006551.500000 Penalty: 5349.945312
	Iteration 27Q: 3 clusters Score -5006552 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -5006601.000000 Penalty: 5349.945312
	Iteration 28Q: 3 clusters Score -5006601 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -5006649.000000 Penalty: 5349.945312
	Iteration 29Q: 3 clusters Score -5006649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5006688.000000 Penalty: 5349.945312
	Iteration 30Q: 3 clusters Score -5006688 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5006731.000000 Penalty: 5349.945312
	Iteration 31Q: 3 clusters Score -5006731 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -5006804.500000 Penalty: 5349.945312
	Iteration 32Q: 3 clusters Score -5006804 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5006825.000000 Penalty: 5349.945312
	Iteration 33Q: 3 clusters Score -5006825 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -5006885.500000 Penalty: 5349.945312
	Iteration 34Q: 3 clusters Score -5006886 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -5006921.000000 Penalty: 5349.945312
	Iteration 35Q: 3 clusters Score -5006921 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5006966.500000 Penalty: 5349.945312
	Iteration 36Q: 3 clusters Score -5006966 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -5007051.000000 Penalty: 5349.945312
	Iteration 37Q: 3 clusters Score -5007051 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -5007140.000000 Penalty: 5349.945312
	Iteration 38Q: 3 clusters Score -5007140 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5007269.500000 Penalty: 5349.945312
	Iteration 39Q: 3 clusters Score -5007270 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -5007443.500000 Penalty: 5349.945312
	Iteration 40F: 3 clusters Score -5007444 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -5007711.500000 Penalty: 5349.945312
	Iteration 41Q: 3 clusters Score -5007712 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5008136.500000 Penalty: 5349.945312
	Iteration 42Q: 3 clusters Score -5008136 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5008518.500000 Penalty: 5349.945312
	Iteration 43Q: 3 clusters Score -5008518 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5008749.500000 Penalty: 5349.945312
	Iteration 44Q: 3 clusters Score -5008750 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5008868.000000 Penalty: 5349.945312
	Iteration 45Q: 3 clusters Score -5008868 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5008888.500000 Penalty: 5349.945312
	Iteration 46Q: 3 clusters Score -5008888 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5008922.000000 Penalty: 5349.945312
	Iteration 47Q: 3 clusters Score -5008922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5008939.000000 Penalty: 5349.945312
	Iteration 48Q: 3 clusters Score -5008939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -5008933.500000 Penalty: 5349.945312
	Iteration 49Q: 3 clusters Score -5008934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -5008936.000000 Penalty: 5349.945312
	Iteration 50Q: 3 clusters Score -5008936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5008934.000000 Penalty: 5349.945312
	Iteration 51Q: 3 clusters Score -5008934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5008938.500000 Penalty: 5349.945312
	Iteration 52Q: 3 clusters Score -5008938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5008941.000000 Penalty: 5349.945312
	Iteration 53Q: 3 clusters Score -5008941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -5008948.000000 Penalty: 5349.945312
	Iteration 54Q: 3 clusters Score -5008948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -5008945.500000 Penalty: 5349.945312
	Iteration 55Q: 3 clusters Score -5008946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -5008945.500000 Penalty: 5349.945312
	Iteration 56F: 3 clusters Score -5008946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 166161 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 69000 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Entering Unmasked Estep 
Score: -138660944.000000 Penalty: 87242.914062
Splitting cluster 6 changes total score from -138545424.000000 to -138660944.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (138517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138517 members 
Entering Unmasked Estep 
Score: -15543898.000000 Penalty: 2936.009521
	Iteration 0F: 2 clusters Score -1.55439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -15451340.000000 Penalty: 5872.019043
	Iteration 0F: 3 clusters Score -1.545134e+07 nChanged 66066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -15489516.000000 Penalty: 5872.019043
	Iteration 1F: 3 clusters Score -1.548952e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -15490817.000000 Penalty: 5872.019043
	Iteration 2Q: 3 clusters Score -1.549082e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -15492711.000000 Penalty: 5872.019043
	Iteration 3Q: 3 clusters Score -1.549271e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -15495749.000000 Penalty: 5872.019043
	Iteration 4Q: 3 clusters Score -1.549575e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -15499887.000000 Penalty: 5872.019043
	Iteration 5F: 3 clusters Score -1.549989e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -15505203.000000 Penalty: 5872.019043
	Iteration 6F: 3 clusters Score -1.55052e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -15510764.000000 Penalty: 5872.019043
	Iteration 7F: 3 clusters Score -1.551076e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -15515521.000000 Penalty: 5872.019043
	Iteration 8F: 3 clusters Score -1.551552e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -15518877.000000 Penalty: 5872.019043
	Iteration 9F: 3 clusters Score -1.551888e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -15521003.000000 Penalty: 5872.019043
	Iteration 10Q: 3 clusters Score -1.5521e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -15522254.000000 Penalty: 5872.019043
	Iteration 11Q: 3 clusters Score -1.552225e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -15523212.000000 Penalty: 5872.019043
	Iteration 12Q: 3 clusters Score -1.552321e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -15524240.000000 Penalty: 5872.019043
	Iteration 13Q: 3 clusters Score -1.552424e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -15525126.000000 Penalty: 5872.019043
	Iteration 14Q: 3 clusters Score -1.552513e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -15526366.000000 Penalty: 5872.019043
	Iteration 15Q: 3 clusters Score -1.552637e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -15527559.000000 Penalty: 5872.019043
	Iteration 16Q: 3 clusters Score -1.552756e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -15529238.000000 Penalty: 5872.019043
	Iteration 17Q: 3 clusters Score -1.552924e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117815 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -15531202.000000 Penalty: 5872.019043
	Iteration 18Q: 3 clusters Score -1.55312e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121261 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -15533315.000000 Penalty: 5872.019043
	Iteration 19Q: 3 clusters Score -1.553332e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124508 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -15535325.000000 Penalty: 5872.019043
	Iteration 20F: 3 clusters Score -1.553532e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127308 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -15537208.000000 Penalty: 5872.019043
	Iteration 21Q: 3 clusters Score -1.553721e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129657 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -15538886.000000 Penalty: 5872.019043
	Iteration 22Q: 3 clusters Score -1.553889e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131416 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -15540041.000000 Penalty: 5872.019043
	Iteration 23Q: 3 clusters Score -1.554004e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -15540865.000000 Penalty: 5872.019043
	Iteration 24Q: 3 clusters Score -1.554086e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133480 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -15541435.000000 Penalty: 5872.019043
	Iteration 25Q: 3 clusters Score -1.554144e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134046 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -15541836.000000 Penalty: 5872.019043
	Iteration 26Q: 3 clusters Score -1.554184e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134445 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -15542059.000000 Penalty: 5872.019043
	Iteration 27Q: 3 clusters Score -1.554206e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134767 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -15542296.000000 Penalty: 5872.019043
	Iteration 28Q: 3 clusters Score -1.55423e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134987 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -15542395.000000 Penalty: 5872.019043
	Iteration 29Q: 3 clusters Score -1.55424e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135152 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -15542483.000000 Penalty: 5872.019043
	Iteration 30Q: 3 clusters Score -1.554248e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135279 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -15542555.000000 Penalty: 5872.019043
	Iteration 31Q: 3 clusters Score -1.554256e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135392 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -15542613.000000 Penalty: 5872.019043
	Iteration 32Q: 3 clusters Score -1.554261e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135503 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -15542723.000000 Penalty: 5872.019043
	Iteration 33Q: 3 clusters Score -1.554272e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -15542798.000000 Penalty: 5872.019043
	Iteration 34Q: 3 clusters Score -1.55428e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135681 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -15542846.000000 Penalty: 5872.019043
	Iteration 35Q: 3 clusters Score -1.554285e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135742 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -15542853.000000 Penalty: 5872.019043
	Iteration 36Q: 3 clusters Score -1.554285e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135781 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -15542839.000000 Penalty: 5872.019043
	Iteration 37Q: 3 clusters Score -1.554284e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135827 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -15542898.000000 Penalty: 5872.019043
	Iteration 38Q: 3 clusters Score -1.55429e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135859 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -15542906.000000 Penalty: 5872.019043
	Iteration 39Q: 3 clusters Score -1.554291e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -15542915.000000 Penalty: 5872.019043
	Iteration 40F: 3 clusters Score -1.554292e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135918 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -15542933.000000 Penalty: 5872.019043
	Iteration 41Q: 3 clusters Score -1.554293e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135952 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -15542952.000000 Penalty: 5872.019043
	Iteration 42Q: 3 clusters Score -1.554295e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135975 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -15542968.000000 Penalty: 5872.019043
	Iteration 43Q: 3 clusters Score -1.554297e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135994 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -15542990.000000 Penalty: 5872.019043
	Iteration 44Q: 3 clusters Score -1.554299e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135999 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -15542987.000000 Penalty: 5872.019043
	Iteration 45Q: 3 clusters Score -1.554299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136009 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -15543007.000000 Penalty: 5872.019043
	Iteration 46Q: 3 clusters Score -1.554301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136019 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -15543002.000000 Penalty: 5872.019043
	Iteration 47Q: 3 clusters Score -1.5543e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136030 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -15543007.000000 Penalty: 5872.019043
	Iteration 48Q: 3 clusters Score -1.554301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136042 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -15543015.000000 Penalty: 5872.019043
	Iteration 49Q: 3 clusters Score -1.554302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136051 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -15543011.000000 Penalty: 5872.019043
	Iteration 50Q: 3 clusters Score -1.554301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136055 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -15543001.000000 Penalty: 5872.019043
	Iteration 51Q: 3 clusters Score -1.5543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136063 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -15543017.000000 Penalty: 5872.019043
	Iteration 52Q: 3 clusters Score -1.554302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -15543021.000000 Penalty: 5872.019043
	Iteration 53Q: 3 clusters Score -1.554302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136073 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -15543009.000000 Penalty: 5872.019043
	Iteration 54Q: 3 clusters Score -1.554301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136074 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -15543012.000000 Penalty: 5872.019043
	Iteration 55Q: 3 clusters Score -1.554301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -15543029.000000 Penalty: 5872.019043
	Iteration 56Q: 3 clusters Score -1.554303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -15543024.000000 Penalty: 5872.019043
	Iteration 57Q: 3 clusters Score -1.554302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136075 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -15543030.000000 Penalty: 5872.019043
	Iteration 58Q: 3 clusters Score -1.554303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136077 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -15543032.000000 Penalty: 5872.019043
	Iteration 59Q: 3 clusters Score -1.554303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136076 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -15543023.000000 Penalty: 5872.019043
	Iteration 60F: 3 clusters Score -1.554302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136077 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -15543011.000000 Penalty: 5872.019043
	Iteration 61Q: 3 clusters Score -1.554301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136078 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15543020.000000 Penalty: 5872.019043
	Iteration 62Q: 3 clusters Score -1.554302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136080 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -15543024.000000 Penalty: 5872.019043
	Iteration 63Q: 3 clusters Score -1.554302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136080 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -15543019.000000 Penalty: 5872.019043
	Iteration 64Q: 3 clusters Score -1.554302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136080 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -15543019.000000 Penalty: 5872.019043
	Iteration 65F: 3 clusters Score -1.554302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208557 members 
Entering Unmasked Estep 
Score: -23988032.000000 Penalty: 3037.496094
	Iteration 0F: 2 clusters Score -2.398803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -23867564.000000 Penalty: 6074.992188
	Iteration 0F: 3 clusters Score -2.386756e+07 nChanged 100324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 109295 members 
Entering Unmasked Estep 
Score: -23926086.000000 Penalty: 6074.992188
	Iteration 1F: 3 clusters Score -2.392609e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 112439 members 
Entering Unmasked Estep 
Score: -23927346.000000 Penalty: 6074.992188
	Iteration 2Q: 3 clusters Score -2.392735e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -23929080.000000 Penalty: 6074.992188
	Iteration 3Q: 3 clusters Score -2.392908e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 124747 members 
Entering Unmasked Estep 
Score: -23931954.000000 Penalty: 6074.992188
	Iteration 4Q: 3 clusters Score -2.393195e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 135802 members 
Entering Unmasked Estep 
Score: -23937722.000000 Penalty: 6074.992188
	Iteration 5F: 3 clusters Score -2.393772e+07 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 151517 members 
Entering Unmasked Estep 
Score: -23948758.000000 Penalty: 6074.992188
	Iteration 6F: 3 clusters Score -2.394876e+07 nChanged 19191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -23961296.000000 Penalty: 6074.992188
	Iteration 7F: 3 clusters Score -2.39613e+07 nChanged 17409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 188027 members 
Entering Unmasked Estep 
Score: -23971268.000000 Penalty: 6074.992188
	Iteration 8F: 3 clusters Score -2.397127e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 199387 members 
Entering Unmasked Estep 
Score: -23978408.000000 Penalty: 6074.992188
	Iteration 9F: 3 clusters Score -2.397841e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 204869 members 
Entering Unmasked Estep 
Score: -23982194.000000 Penalty: 6074.992188
	Iteration 10Q: 3 clusters Score -2.398219e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 207069 members 
Entering Unmasked Estep 
Score: -23984108.000000 Penalty: 6074.992188
	Iteration 11Q: 3 clusters Score -2.398411e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 207765 members 
Entering Unmasked Estep 
Score: -23984874.000000 Penalty: 6074.992188
	Iteration 12Q: 3 clusters Score -2.398487e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 208010 members 
Entering Unmasked Estep 
Score: -23985168.000000 Penalty: 6074.992188
	Iteration 13Q: 3 clusters Score -2.398517e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 208097 members 
Entering Unmasked Estep 
Score: -23985306.000000 Penalty: 6074.992188
	Iteration 14Q: 3 clusters Score -2.398531e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 208149 members 
Entering Unmasked Estep 
Score: -23985380.000000 Penalty: 6074.992188
	Iteration 15Q: 3 clusters Score -2.398538e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 208176 members 
Entering Unmasked Estep 
Score: -23985408.000000 Penalty: 6074.992188
	Iteration 16Q: 3 clusters Score -2.398541e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 208189 members 
Entering Unmasked Estep 
Score: -23985450.000000 Penalty: 6074.992188
	Iteration 17Q: 3 clusters Score -2.398545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 208194 members 
Entering Unmasked Estep 
Score: -23985466.000000 Penalty: 6074.992188
	Iteration 18Q: 3 clusters Score -2.398547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 208201 members 
Entering Unmasked Estep 
Score: -23985464.000000 Penalty: 6074.992188
	Iteration 19Q: 3 clusters Score -2.398546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 208201 members 
Entering Unmasked Estep 
Score: -23985468.000000 Penalty: 6074.992188
	Iteration 20F: 3 clusters Score -2.398547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 208207 members 
Entering Unmasked Estep 
Score: -23985478.000000 Penalty: 6074.992188
	Iteration 21Q: 3 clusters Score -2.398548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 208212 members 
Entering Unmasked Estep 
Score: -23985468.000000 Penalty: 6074.992188
	Iteration 22Q: 3 clusters Score -2.398547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 208216 members 
Entering Unmasked Estep 
Score: -23985474.000000 Penalty: 6074.992188
	Iteration 23Q: 3 clusters Score -2.398547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 208217 members 
Entering Unmasked Estep 
Score: -23985470.000000 Penalty: 6074.992188
	Iteration 24Q: 3 clusters Score -2.398547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 208217 members 
Entering Unmasked Estep 
Score: -23985470.000000 Penalty: 6074.992188
	Iteration 25F: 3 clusters Score -2.398547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -142299.750000 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -142299.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140077.562500 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -140077.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140518.218750 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -140518.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140785.562500 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -140785.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140958.125000 Penalty: 3603.653076
	Iteration 3F: 3 clusters Score -140958.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -141124.359375 Penalty: 3603.653076
	Iteration 4F: 3 clusters Score -141124.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141381.062500 Penalty: 3603.653076
	Iteration 5F: 3 clusters Score -141381.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -141696.218750 Penalty: 3603.653076
	Iteration 6F: 3 clusters Score -141696.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -142148.984375 Penalty: 3603.653076
	Iteration 7F: 3 clusters Score -142149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -142708.703125 Penalty: 3603.653076
	Iteration 8F: 3 clusters Score -142708.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -142978.046875 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -142978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143213.812500 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -143213.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143374.984375 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -143375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -143403.921875 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -143403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -143418.546875 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -143418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -143427.484375 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -143427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143430.468750 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -143430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143430.468750 Penalty: 3603.653076
	Iteration 16F: 3 clusters Score -143430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 166161 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 69000 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Entering Unmasked Estep 
Score: -138660464.000000 Penalty: 90732.632812
Splitting cluster 9 changes total score from -138545424.000000 to -138660464.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (166161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166161 members 
Entering Unmasked Estep 
Score: -18263428.000000 Penalty: 2981.136719
	Iteration 0F: 2 clusters Score -1.826343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -18153884.000000 Penalty: 5962.273438
	Iteration 0F: 3 clusters Score -1.815388e+07 nChanged 79879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -18208850.000000 Penalty: 5962.273438
	Iteration 1F: 3 clusters Score -1.820885e+07 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -18225088.000000 Penalty: 5962.273438
	Iteration 2F: 3 clusters Score -1.822509e+07 nChanged 17932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -18247988.000000 Penalty: 5962.273438
	Iteration 3F: 3 clusters Score -1.824799e+07 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 92669 members 
Entering Unmasked Estep 
Score: -18268214.000000 Penalty: 5962.273438
	Iteration 4F: 3 clusters Score -1.826821e+07 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -18282154.000000 Penalty: 5962.273438
	Iteration 5F: 3 clusters Score -1.828215e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 96695 members 
Entering Unmasked Estep 
Score: -18291962.000000 Penalty: 5962.273438
	Iteration 6F: 3 clusters Score -1.829196e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -18296514.000000 Penalty: 5962.273438
	Iteration 7Q: 3 clusters Score -1.829651e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -18297792.000000 Penalty: 5962.273438
	Iteration 8Q: 3 clusters Score -1.829779e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -18298258.000000 Penalty: 5962.273438
	Iteration 9Q: 3 clusters Score -1.829826e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 97271 members 
Entering Unmasked Estep 
Score: -18298514.000000 Penalty: 5962.273438
	Iteration 10Q: 3 clusters Score -1.829851e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -18298478.000000 Penalty: 5962.273438
	Iteration 11Q: 3 clusters Score -1.829848e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -18298454.000000 Penalty: 5962.273438
	Iteration 12Q: 3 clusters Score -1.829845e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 97779 members 
Entering Unmasked Estep 
Score: -18298492.000000 Penalty: 5962.273438
	Iteration 13Q: 3 clusters Score -1.829849e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 97963 members 
Entering Unmasked Estep 
Score: -18298608.000000 Penalty: 5962.273438
	Iteration 14Q: 3 clusters Score -1.829861e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -18298590.000000 Penalty: 5962.273438
	Iteration 15Q: 3 clusters Score -1.829859e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -18298618.000000 Penalty: 5962.273438
	Iteration 16Q: 3 clusters Score -1.829862e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -18298614.000000 Penalty: 5962.273438
	Iteration 17Q: 3 clusters Score -1.829861e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -18298612.000000 Penalty: 5962.273438
	Iteration 18Q: 3 clusters Score -1.829861e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 98825 members 
Entering Unmasked Estep 
Score: -18298688.000000 Penalty: 5962.273438
	Iteration 19Q: 3 clusters Score -1.829869e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 98996 members 
Entering Unmasked Estep 
Score: -18298692.000000 Penalty: 5962.273438
	Iteration 20F: 3 clusters Score -1.829869e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -18298686.000000 Penalty: 5962.273438
	Iteration 21Q: 3 clusters Score -1.829869e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -18298718.000000 Penalty: 5962.273438
	Iteration 22Q: 3 clusters Score -1.829872e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -18298750.000000 Penalty: 5962.273438
	Iteration 23Q: 3 clusters Score -1.829875e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -18298704.000000 Penalty: 5962.273438
	Iteration 24Q: 3 clusters Score -1.82987e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -18298704.000000 Penalty: 5962.273438
	Iteration 25Q: 3 clusters Score -1.82987e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 99817 members 
Entering Unmasked Estep 
Score: -18298708.000000 Penalty: 5962.273438
	Iteration 26Q: 3 clusters Score -1.829871e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 99949 members 
Entering Unmasked Estep 
Score: -18298714.000000 Penalty: 5962.273438
	Iteration 27Q: 3 clusters Score -1.829871e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -18298738.000000 Penalty: 5962.273438
	Iteration 28Q: 3 clusters Score -1.829874e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -18298786.000000 Penalty: 5962.273438
	Iteration 29Q: 3 clusters Score -1.829879e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -18298806.000000 Penalty: 5962.273438
	Iteration 30Q: 3 clusters Score -1.829881e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -18298808.000000 Penalty: 5962.273438
	Iteration 31Q: 3 clusters Score -1.829881e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -18298804.000000 Penalty: 5962.273438
	Iteration 32Q: 3 clusters Score -1.82988e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -18298842.000000 Penalty: 5962.273438
	Iteration 33Q: 3 clusters Score -1.829884e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -18298868.000000 Penalty: 5962.273438
	Iteration 34Q: 3 clusters Score -1.829887e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -18298864.000000 Penalty: 5962.273438
	Iteration 35Q: 3 clusters Score -1.829886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -18298856.000000 Penalty: 5962.273438
	Iteration 36Q: 3 clusters Score -1.829886e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -18298880.000000 Penalty: 5962.273438
	Iteration 37Q: 3 clusters Score -1.829888e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -18298902.000000 Penalty: 5962.273438
	Iteration 38Q: 3 clusters Score -1.82989e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -18298906.000000 Penalty: 5962.273438
	Iteration 39Q: 3 clusters Score -1.829891e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -18298922.000000 Penalty: 5962.273438
	Iteration 40F: 3 clusters Score -1.829892e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -18298924.000000 Penalty: 5962.273438
	Iteration 41Q: 3 clusters Score -1.829892e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 101531 members 
Entering Unmasked Estep 
Score: -18298890.000000 Penalty: 5962.273438
	Iteration 42Q: 3 clusters Score -1.829889e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -18298902.000000 Penalty: 5962.273438
	Iteration 43Q: 3 clusters Score -1.82989e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -18298874.000000 Penalty: 5962.273438
	Iteration 44Q: 3 clusters Score -1.829887e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -18298900.000000 Penalty: 5962.273438
	Iteration 45Q: 3 clusters Score -1.82989e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -18298926.000000 Penalty: 5962.273438
	Iteration 46Q: 3 clusters Score -1.829893e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 101911 members 
Entering Unmasked Estep 
Score: -18298954.000000 Penalty: 5962.273438
	Iteration 47Q: 3 clusters Score -1.829895e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
Score: -18298956.000000 Penalty: 5962.273438
	Iteration 48Q: 3 clusters Score -1.829896e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -18298934.000000 Penalty: 5962.273438
	Iteration 49Q: 3 clusters Score -1.829893e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 102115 members 
Entering Unmasked Estep 
Score: -18298926.000000 Penalty: 5962.273438
	Iteration 50Q: 3 clusters Score -1.829893e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 102180 members 
Entering Unmasked Estep 
Score: -18298936.000000 Penalty: 5962.273438
	Iteration 51Q: 3 clusters Score -1.829894e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -18298948.000000 Penalty: 5962.273438
	Iteration 52Q: 3 clusters Score -1.829895e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -18298952.000000 Penalty: 5962.273438
	Iteration 53Q: 3 clusters Score -1.829895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 102325 members 
Entering Unmasked Estep 
Score: -18298954.000000 Penalty: 5962.273438
	Iteration 54Q: 3 clusters Score -1.829895e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -18298936.000000 Penalty: 5962.273438
	Iteration 55Q: 3 clusters Score -1.829894e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 102419 members 
Entering Unmasked Estep 
Score: -18298962.000000 Penalty: 5962.273438
	Iteration 56Q: 3 clusters Score -1.829896e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -18298966.000000 Penalty: 5962.273438
	Iteration 57Q: 3 clusters Score -1.829897e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
Score: -18299000.000000 Penalty: 5962.273438
	Iteration 58Q: 3 clusters Score -1.8299e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -18298958.000000 Penalty: 5962.273438
	Iteration 59Q: 3 clusters Score -1.829896e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -18298962.000000 Penalty: 5962.273438
	Iteration 60F: 3 clusters Score -1.829896e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 102674 members 
Entering Unmasked Estep 
Score: -18298952.000000 Penalty: 5962.273438
	Iteration 61Q: 3 clusters Score -1.829895e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -18298966.000000 Penalty: 5962.273438
	Iteration 62Q: 3 clusters Score -1.829897e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -18298950.000000 Penalty: 5962.273438
	Iteration 63Q: 3 clusters Score -1.829895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -18298922.000000 Penalty: 5962.273438
	Iteration 64Q: 3 clusters Score -1.829892e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 102817 members 
Entering Unmasked Estep 
Score: -18298912.000000 Penalty: 5962.273438
	Iteration 65Q: 3 clusters Score -1.829891e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -18298918.000000 Penalty: 5962.273438
	Iteration 66Q: 3 clusters Score -1.829892e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 102907 members 
Entering Unmasked Estep 
Score: -18298920.000000 Penalty: 5962.273438
	Iteration 67Q: 3 clusters Score -1.829892e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -18298890.000000 Penalty: 5962.273438
	Iteration 68Q: 3 clusters Score -1.829889e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 103019 members 
Entering Unmasked Estep 
Score: -18298904.000000 Penalty: 5962.273438
	Iteration 69Q: 3 clusters Score -1.82989e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -18298906.000000 Penalty: 5962.273438
	Iteration 70Q: 3 clusters Score -1.829891e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 103147 members 
Entering Unmasked Estep 
Score: -18298934.000000 Penalty: 5962.273438
	Iteration 71Q: 3 clusters Score -1.829893e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 103227 members 
Entering Unmasked Estep 
Score: -18298948.000000 Penalty: 5962.273438
	Iteration 72Q: 3 clusters Score -1.829895e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -18298956.000000 Penalty: 5962.273438
	Iteration 73Q: 3 clusters Score -1.829896e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -18298938.000000 Penalty: 5962.273438
	Iteration 74Q: 3 clusters Score -1.829894e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -18298976.000000 Penalty: 5962.273438
	Iteration 75Q: 3 clusters Score -1.829898e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -18298994.000000 Penalty: 5962.273438
	Iteration 76Q: 3 clusters Score -1.829899e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -18298960.000000 Penalty: 5962.273438
	Iteration 77Q: 3 clusters Score -1.829896e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 103570 members 
Entering Unmasked Estep 
Score: -18298976.000000 Penalty: 5962.273438
	Iteration 78Q: 3 clusters Score -1.829898e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
Score: -18298956.000000 Penalty: 5962.273438
	Iteration 79Q: 3 clusters Score -1.829896e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 103671 members 
Entering Unmasked Estep 
Score: -18299016.000000 Penalty: 5962.273438
	Iteration 80F: 3 clusters Score -1.829902e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
Score: -18298994.000000 Penalty: 5962.273438
	Iteration 81Q: 3 clusters Score -1.829899e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -18299010.000000 Penalty: 5962.273438
	Iteration 82Q: 3 clusters Score -1.829901e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -18299014.000000 Penalty: 5962.273438
	Iteration 83Q: 3 clusters Score -1.829901e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 103924 members 
Entering Unmasked Estep 
Score: -18299012.000000 Penalty: 5962.273438
	Iteration 84Q: 3 clusters Score -1.829901e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -18299002.000000 Penalty: 5962.273438
	Iteration 85Q: 3 clusters Score -1.8299e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 104058 members 
Entering Unmasked Estep 
Score: -18299006.000000 Penalty: 5962.273438
	Iteration 86Q: 3 clusters Score -1.829901e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -18299020.000000 Penalty: 5962.273438
	Iteration 87Q: 3 clusters Score -1.829902e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 104178 members 
Entering Unmasked Estep 
Score: -18299042.000000 Penalty: 5962.273438
	Iteration 88Q: 3 clusters Score -1.829904e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 104242 members 
Entering Unmasked Estep 
Score: -18299006.000000 Penalty: 5962.273438
	Iteration 89Q: 3 clusters Score -1.829901e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
Score: -18299014.000000 Penalty: 5962.273438
	Iteration 90Q: 3 clusters Score -1.829901e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -18298992.000000 Penalty: 5962.273438
	Iteration 91Q: 3 clusters Score -1.829899e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -18298982.000000 Penalty: 5962.273438
	Iteration 92Q: 3 clusters Score -1.829898e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -18298976.000000 Penalty: 5962.273438
	Iteration 93Q: 3 clusters Score -1.829898e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -18298992.000000 Penalty: 5962.273438
	Iteration 94Q: 3 clusters Score -1.829899e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 104571 members 
Entering Unmasked Estep 
Score: -18298988.000000 Penalty: 5962.273438
	Iteration 95Q: 3 clusters Score -1.829899e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 104624 members 
Entering Unmasked Estep 
Score: -18299006.000000 Penalty: 5962.273438
	Iteration 96Q: 3 clusters Score -1.829901e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 104670 members 
Entering Unmasked Estep 
Score: -18298982.000000 Penalty: 5962.273438
	Iteration 97Q: 3 clusters Score -1.829898e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 104717 members 
Entering Unmasked Estep 
Score: -18298990.000000 Penalty: 5962.273438
	Iteration 98Q: 3 clusters Score -1.829899e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -18298980.000000 Penalty: 5962.273438
	Iteration 99Q: 3 clusters Score -1.829898e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 104804 members 
Entering Unmasked Estep 
Score: -18298978.000000 Penalty: 5962.273438
	Iteration 100F: 3 clusters Score -1.829898e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -18299008.000000 Penalty: 5962.273438
	Iteration 101Q: 3 clusters Score -1.829901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 104864 members 
Entering Unmasked Estep 
Score: -18299016.000000 Penalty: 5962.273438
	Iteration 102Q: 3 clusters Score -1.829902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -18299040.000000 Penalty: 5962.273438
	Iteration 103Q: 3 clusters Score -1.829904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
Score: -18299044.000000 Penalty: 5962.273438
	Iteration 104Q: 3 clusters Score -1.829904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 104931 members 
Entering Unmasked Estep 
Score: -18299034.000000 Penalty: 5962.273438
	Iteration 105Q: 3 clusters Score -1.829903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 104950 members 
Entering Unmasked Estep 
Score: -18299038.000000 Penalty: 5962.273438
	Iteration 106Q: 3 clusters Score -1.829904e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -18299024.000000 Penalty: 5962.273438
	Iteration 107Q: 3 clusters Score -1.829902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -18299014.000000 Penalty: 5962.273438
	Iteration 108Q: 3 clusters Score -1.829901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -18299012.000000 Penalty: 5962.273438
	Iteration 109Q: 3 clusters Score -1.829901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 105003 members 
Entering Unmasked Estep 
Score: -18299032.000000 Penalty: 5962.273438
	Iteration 110Q: 3 clusters Score -1.829903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -18298998.000000 Penalty: 5962.273438
	Iteration 111Q: 3 clusters Score -1.8299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -18299002.000000 Penalty: 5962.273438
	Iteration 112Q: 3 clusters Score -1.8299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -18299032.000000 Penalty: 5962.273438
	Iteration 113Q: 3 clusters Score -1.829903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -18299030.000000 Penalty: 5962.273438
	Iteration 114Q: 3 clusters Score -1.829903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 105085 members 
Entering Unmasked Estep 
Score: -18299034.000000 Penalty: 5962.273438
	Iteration 115Q: 3 clusters Score -1.829903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -18299032.000000 Penalty: 5962.273438
	Iteration 116Q: 3 clusters Score -1.829903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -18299048.000000 Penalty: 5962.273438
	Iteration 117Q: 3 clusters Score -1.829905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -18299054.000000 Penalty: 5962.273438
	Iteration 118Q: 3 clusters Score -1.829905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -18299040.000000 Penalty: 5962.273438
	Iteration 119Q: 3 clusters Score -1.829904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 105137 members 
Entering Unmasked Estep 
Score: -18299042.000000 Penalty: 5962.273438
	Iteration 120F: 3 clusters Score -1.829904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -18299046.000000 Penalty: 5962.273438
	Iteration 121Q: 3 clusters Score -1.829905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 105146 members 
Entering Unmasked Estep 
Score: -18299032.000000 Penalty: 5962.273438
	Iteration 122Q: 3 clusters Score -1.829903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -18299032.000000 Penalty: 5962.273438
	Iteration 123Q: 3 clusters Score -1.829903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -18299032.000000 Penalty: 5962.273438
	Iteration 124F: 3 clusters Score -1.829903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 69000 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 105147 members 
Entering Unmasked Estep 
Score: -138693840.000000 Penalty: 94222.351562
Splitting cluster 10 changes total score from -138545424.000000 to -138693840.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (17578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Entering Unmasked Estep 
Score: -1777034.125000 Penalty: 2424.052002
	Iteration 0F: 2 clusters Score -1777034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1764736.000000 Penalty: 4848.104004
	Iteration 0F: 3 clusters Score -1764736 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1776944.250000 Penalty: 4848.104004
	Iteration 1F: 3 clusters Score -1776944 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1784065.750000 Penalty: 4848.104004
	Iteration 2F: 3 clusters Score -1784066 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1788246.500000 Penalty: 4848.104004
	Iteration 3F: 3 clusters Score -1788246 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1789736.750000 Penalty: 4848.104004
	Iteration 4F: 3 clusters Score -1789737 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1790381.500000 Penalty: 4848.104004
	Iteration 5Q: 3 clusters Score -1790382 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1790803.125000 Penalty: 4848.104004
	Iteration 6Q: 3 clusters Score -1790803 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1791088.000000 Penalty: 4848.104004
	Iteration 7Q: 3 clusters Score -1791088 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1791233.250000 Penalty: 4848.104004
	Iteration 8Q: 3 clusters Score -1791233 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1791333.750000 Penalty: 4848.104004
	Iteration 9Q: 3 clusters Score -1791334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1791396.500000 Penalty: 4848.104004
	Iteration 10Q: 3 clusters Score -1791396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1791438.625000 Penalty: 4848.104004
	Iteration 11Q: 3 clusters Score -1791439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1791457.125000 Penalty: 4848.104004
	Iteration 12Q: 3 clusters Score -1791457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1791469.250000 Penalty: 4848.104004
	Iteration 13Q: 3 clusters Score -1791469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1791473.000000 Penalty: 4848.104004
	Iteration 14Q: 3 clusters Score -1791473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1791473.125000 Penalty: 4848.104004
	Iteration 15Q: 3 clusters Score -1791473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1791475.000000 Penalty: 4848.104004
	Iteration 16Q: 3 clusters Score -1791475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1791476.000000 Penalty: 4848.104004
	Iteration 17Q: 3 clusters Score -1791476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1791475.000000 Penalty: 4848.104004
	Iteration 18Q: 3 clusters Score -1791475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1791479.375000 Penalty: 4848.104004
	Iteration 19Q: 3 clusters Score -1791479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1791478.125000 Penalty: 4848.104004
	Iteration 20F: 3 clusters Score -1791478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1791480.750000 Penalty: 4848.104004
	Iteration 21Q: 3 clusters Score -1791481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1791480.375000 Penalty: 4848.104004
	Iteration 22Q: 3 clusters Score -1791480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1791480.250000 Penalty: 4848.104004
	Iteration 23Q: 3 clusters Score -1791480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1791481.375000 Penalty: 4848.104004
	Iteration 24Q: 3 clusters Score -1791481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1791481.375000 Penalty: 4848.104004
	Iteration 25F: 3 clusters Score -1791481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 69000 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 105147 members 
Mstep: Class 28 contains 818 members 
Entering Unmasked Estep 
Score: -138707008.000000 Penalty: 97712.062500
Splitting cluster 11 changes total score from -138545424.000000 to -138707008.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (69000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Entering Unmasked Estep 
Score: -7655412.500000 Penalty: 2763.181641
	Iteration 0F: 2 clusters Score -7655412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -7609538.000000 Penalty: 5526.363281
	Iteration 0F: 3 clusters Score -7609538 nChanged 32270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -7635462.500000 Penalty: 5526.363281
	Iteration 1F: 3 clusters Score -7635462 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7650928.000000 Penalty: 5526.363281
	Iteration 2F: 3 clusters Score -7650928 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -7668521.500000 Penalty: 5526.363281
	Iteration 3F: 3 clusters Score -7668522 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -7679701.500000 Penalty: 5526.363281
	Iteration 4F: 3 clusters Score -7679702 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -7683925.500000 Penalty: 5526.363281
	Iteration 5F: 3 clusters Score -7683926 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -7686080.000000 Penalty: 5526.363281
	Iteration 6Q: 3 clusters Score -7686080 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -7687739.000000 Penalty: 5526.363281
	Iteration 7Q: 3 clusters Score -7687739 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -7689512.000000 Penalty: 5526.363281
	Iteration 8Q: 3 clusters Score -7689512 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -7691520.500000 Penalty: 5526.363281
	Iteration 9Q: 3 clusters Score -7691520 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -7692436.500000 Penalty: 5526.363281
	Iteration 10Q: 3 clusters Score -7692436 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -7692703.500000 Penalty: 5526.363281
	Iteration 11Q: 3 clusters Score -7692704 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -7692731.500000 Penalty: 5526.363281
	Iteration 12Q: 3 clusters Score -7692732 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -7692776.500000 Penalty: 5526.363281
	Iteration 13Q: 3 clusters Score -7692776 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -7692828.000000 Penalty: 5526.363281
	Iteration 14Q: 3 clusters Score -7692828 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -7692844.000000 Penalty: 5526.363281
	Iteration 15Q: 3 clusters Score -7692844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -7692898.000000 Penalty: 5526.363281
	Iteration 16Q: 3 clusters Score -7692898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -7692960.000000 Penalty: 5526.363281
	Iteration 17Q: 3 clusters Score -7692960 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -7692952.000000 Penalty: 5526.363281
	Iteration 18Q: 3 clusters Score -7692952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -7692936.500000 Penalty: 5526.363281
	Iteration 19Q: 3 clusters Score -7692936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -7692955.500000 Penalty: 5526.363281
	Iteration 20F: 3 clusters Score -7692956 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -7692971.500000 Penalty: 5526.363281
	Iteration 21Q: 3 clusters Score -7692972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -7692998.000000 Penalty: 5526.363281
	Iteration 22Q: 3 clusters Score -7692998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -7693005.000000 Penalty: 5526.363281
	Iteration 23Q: 3 clusters Score -7693005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -7693014.000000 Penalty: 5526.363281
	Iteration 24Q: 3 clusters Score -7693014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -7692998.000000 Penalty: 5526.363281
	Iteration 25Q: 3 clusters Score -7692998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -7693017.500000 Penalty: 5526.363281
	Iteration 26Q: 3 clusters Score -7693018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -7693028.500000 Penalty: 5526.363281
	Iteration 27Q: 3 clusters Score -7693028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -7693035.500000 Penalty: 5526.363281
	Iteration 28Q: 3 clusters Score -7693036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -7693069.500000 Penalty: 5526.363281
	Iteration 29Q: 3 clusters Score -7693070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -7693064.000000 Penalty: 5526.363281
	Iteration 30Q: 3 clusters Score -7693064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -7693066.000000 Penalty: 5526.363281
	Iteration 31Q: 3 clusters Score -7693066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -7693062.500000 Penalty: 5526.363281
	Iteration 32Q: 3 clusters Score -7693062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -7693045.000000 Penalty: 5526.363281
	Iteration 33Q: 3 clusters Score -7693045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -7693059.500000 Penalty: 5526.363281
	Iteration 34Q: 3 clusters Score -7693060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -7693043.500000 Penalty: 5526.363281
	Iteration 35Q: 3 clusters Score -7693044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -7693047.500000 Penalty: 5526.363281
	Iteration 36Q: 3 clusters Score -7693048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -7693048.000000 Penalty: 5526.363281
	Iteration 37Q: 3 clusters Score -7693048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -7693046.000000 Penalty: 5526.363281
	Iteration 38Q: 3 clusters Score -7693046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -7693055.000000 Penalty: 5526.363281
	Iteration 39Q: 3 clusters Score -7693055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -7693053.000000 Penalty: 5526.363281
	Iteration 40F: 3 clusters Score -7693053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -7693057.000000 Penalty: 5526.363281
	Iteration 41Q: 3 clusters Score -7693057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -7693063.500000 Penalty: 5526.363281
	Iteration 42Q: 3 clusters Score -7693064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -7693068.000000 Penalty: 5526.363281
	Iteration 43Q: 3 clusters Score -7693068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7693071.000000 Penalty: 5526.363281
	Iteration 44Q: 3 clusters Score -7693071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -7693086.500000 Penalty: 5526.363281
	Iteration 45Q: 3 clusters Score -7693086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -7693097.500000 Penalty: 5526.363281
	Iteration 46Q: 3 clusters Score -7693098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7693084.500000 Penalty: 5526.363281
	Iteration 47Q: 3 clusters Score -7693084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -7693079.500000 Penalty: 5526.363281
	Iteration 48Q: 3 clusters Score -7693080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -7693078.000000 Penalty: 5526.363281
	Iteration 49Q: 3 clusters Score -7693078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -7693083.000000 Penalty: 5526.363281
	Iteration 50Q: 3 clusters Score -7693083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -7693075.000000 Penalty: 5526.363281
	Iteration 51Q: 3 clusters Score -7693075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -7693074.000000 Penalty: 5526.363281
	Iteration 52Q: 3 clusters Score -7693074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -7693072.500000 Penalty: 5526.363281
	Iteration 53Q: 3 clusters Score -7693072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -7693089.500000 Penalty: 5526.363281
	Iteration 54Q: 3 clusters Score -7693090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -7693096.500000 Penalty: 5526.363281
	Iteration 55Q: 3 clusters Score -7693096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -7693081.500000 Penalty: 5526.363281
	Iteration 56Q: 3 clusters Score -7693082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -7693074.500000 Penalty: 5526.363281
	Iteration 57Q: 3 clusters Score -7693074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -7693069.500000 Penalty: 5526.363281
	Iteration 58Q: 3 clusters Score -7693070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -7693059.500000 Penalty: 5526.363281
	Iteration 59Q: 3 clusters Score -7693060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -7693062.500000 Penalty: 5526.363281
	Iteration 60F: 3 clusters Score -7693062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -7693062.500000 Penalty: 5526.363281
	Iteration 61Q: 3 clusters Score -7693062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -7693069.500000 Penalty: 5526.363281
	Iteration 62Q: 3 clusters Score -7693070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -7693073.500000 Penalty: 5526.363281
	Iteration 63Q: 3 clusters Score -7693074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -7693072.000000 Penalty: 5526.363281
	Iteration 64Q: 3 clusters Score -7693072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -7693070.000000 Penalty: 5526.363281
	Iteration 65Q: 3 clusters Score -7693070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -7693074.000000 Penalty: 5526.363281
	Iteration 66Q: 3 clusters Score -7693074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -7693082.500000 Penalty: 5526.363281
	Iteration 67Q: 3 clusters Score -7693082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -7693082.500000 Penalty: 5526.363281
	Iteration 68F: 3 clusters Score -7693082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 105147 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 54300 members 
Entering Unmasked Estep 
Score: -138741296.000000 Penalty: 101201.781250
Splitting cluster 12 changes total score from -138545424.000000 to -138741296.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (18384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Entering Unmasked Estep 
Score: -1970707.125000 Penalty: 2435.170410
	Iteration 0F: 2 clusters Score -1970707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1957871.250000 Penalty: 4870.340820
	Iteration 0F: 3 clusters Score -1957871 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1963983.750000 Penalty: 4870.340820
	Iteration 1F: 3 clusters Score -1963984 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1965823.750000 Penalty: 4870.340820
	Iteration 2F: 3 clusters Score -1965824 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1968807.875000 Penalty: 4870.340820
	Iteration 3F: 3 clusters Score -1968808 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1973613.500000 Penalty: 4870.340820
	Iteration 4F: 3 clusters Score -1973614 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1979927.500000 Penalty: 4870.340820
	Iteration 5F: 3 clusters Score -1979928 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1988614.125000 Penalty: 4870.340820
	Iteration 6F: 3 clusters Score -1988614 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1995934.000000 Penalty: 4870.340820
	Iteration 7F: 3 clusters Score -1995934 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1998065.500000 Penalty: 4870.340820
	Iteration 8Q: 3 clusters Score -1998066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1998262.250000 Penalty: 4870.340820
	Iteration 9Q: 3 clusters Score -1998262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1998286.125000 Penalty: 4870.340820
	Iteration 10Q: 3 clusters Score -1998286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1998288.625000 Penalty: 4870.340820
	Iteration 11Q: 3 clusters Score -1998289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1998295.500000 Penalty: 4870.340820
	Iteration 12Q: 3 clusters Score -1998296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1998299.125000 Penalty: 4870.340820
	Iteration 13Q: 3 clusters Score -1998299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1998290.750000 Penalty: 4870.340820
	Iteration 14Q: 3 clusters Score -1998291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1998296.375000 Penalty: 4870.340820
	Iteration 15Q: 3 clusters Score -1998296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1998296.375000 Penalty: 4870.340820
	Iteration 16F: 3 clusters Score -1998296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 105147 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 54300 members 
Mstep: Class 30 contains 12825 members 
Entering Unmasked Estep 
Score: -138769008.000000 Penalty: 104691.500000
Splitting cluster 13 changes total score from -138545424.000000 to -138769008.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (49328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Entering Unmasked Estep 
Score: -5040718.000000 Penalty: 2679.949219
	Iteration 0F: 2 clusters Score -5040718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5007498.500000 Penalty: 5359.898438
	Iteration 0F: 3 clusters Score -5007498 nChanged 22796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -5022476.000000 Penalty: 5359.898438
	Iteration 1F: 3 clusters Score -5022476 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5027808.000000 Penalty: 5359.898438
	Iteration 2F: 3 clusters Score -5027808 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -5037219.000000 Penalty: 5359.898438
	Iteration 3F: 3 clusters Score -5037219 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5045891.000000 Penalty: 5359.898438
	Iteration 4F: 3 clusters Score -5045891 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -5049045.000000 Penalty: 5359.898438
	Iteration 5F: 3 clusters Score -5049045 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -5049899.500000 Penalty: 5359.898438
	Iteration 6Q: 3 clusters Score -5049900 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5050237.500000 Penalty: 5359.898438
	Iteration 7Q: 3 clusters Score -5050238 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -5050457.500000 Penalty: 5359.898438
	Iteration 8Q: 3 clusters Score -5050458 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -5050585.500000 Penalty: 5359.898438
	Iteration 9Q: 3 clusters Score -5050586 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -5050711.500000 Penalty: 5359.898438
	Iteration 10Q: 3 clusters Score -5050712 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -5050804.500000 Penalty: 5359.898438
	Iteration 11Q: 3 clusters Score -5050804 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -5050898.000000 Penalty: 5359.898438
	Iteration 12Q: 3 clusters Score -5050898 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -5050941.500000 Penalty: 5359.898438
	Iteration 13Q: 3 clusters Score -5050942 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5050996.500000 Penalty: 5359.898438
	Iteration 14Q: 3 clusters Score -5050996 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -5051091.500000 Penalty: 5359.898438
	Iteration 15Q: 3 clusters Score -5051092 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -5051147.000000 Penalty: 5359.898438
	Iteration 16Q: 3 clusters Score -5051147 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5051213.000000 Penalty: 5359.898438
	Iteration 17Q: 3 clusters Score -5051213 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -5051305.000000 Penalty: 5359.898438
	Iteration 18Q: 3 clusters Score -5051305 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -5051414.000000 Penalty: 5359.898438
	Iteration 19Q: 3 clusters Score -5051414 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -5051473.500000 Penalty: 5359.898438
	Iteration 20F: 3 clusters Score -5051474 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5051543.500000 Penalty: 5359.898438
	Iteration 21Q: 3 clusters Score -5051544 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5051614.000000 Penalty: 5359.898438
	Iteration 22Q: 3 clusters Score -5051614 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5051700.000000 Penalty: 5359.898438
	Iteration 23Q: 3 clusters Score -5051700 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -5051849.500000 Penalty: 5359.898438
	Iteration 24Q: 3 clusters Score -5051850 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -5052057.000000 Penalty: 5359.898438
	Iteration 25Q: 3 clusters Score -5052057 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5052338.500000 Penalty: 5359.898438
	Iteration 26Q: 3 clusters Score -5052338 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -5052647.500000 Penalty: 5359.898438
	Iteration 27Q: 3 clusters Score -5052648 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -5053126.500000 Penalty: 5359.898438
	Iteration 28Q: 3 clusters Score -5053126 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5053699.000000 Penalty: 5359.898438
	Iteration 29Q: 3 clusters Score -5053699 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -5054393.500000 Penalty: 5359.898438
	Iteration 30Q: 3 clusters Score -5054394 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5055129.500000 Penalty: 5359.898438
	Iteration 31Q: 3 clusters Score -5055130 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -5055821.000000 Penalty: 5359.898438
	Iteration 32Q: 3 clusters Score -5055821 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -5056313.000000 Penalty: 5359.898438
	Iteration 33Q: 3 clusters Score -5056313 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -5056641.500000 Penalty: 5359.898438
	Iteration 34Q: 3 clusters Score -5056642 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -5056888.000000 Penalty: 5359.898438
	Iteration 35Q: 3 clusters Score -5056888 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -5057054.500000 Penalty: 5359.898438
	Iteration 36Q: 3 clusters Score -5057054 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -5057154.500000 Penalty: 5359.898438
	Iteration 37Q: 3 clusters Score -5057154 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -5057218.500000 Penalty: 5359.898438
	Iteration 38Q: 3 clusters Score -5057218 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -5057303.500000 Penalty: 5359.898438
	Iteration 39Q: 3 clusters Score -5057304 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -5057324.500000 Penalty: 5359.898438
	Iteration 40F: 3 clusters Score -5057324 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -5057372.500000 Penalty: 5359.898438
	Iteration 41Q: 3 clusters Score -5057372 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -5057394.500000 Penalty: 5359.898438
	Iteration 42Q: 3 clusters Score -5057394 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -5057406.500000 Penalty: 5359.898438
	Iteration 43Q: 3 clusters Score -5057406 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -5057416.000000 Penalty: 5359.898438
	Iteration 44Q: 3 clusters Score -5057416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -5057410.000000 Penalty: 5359.898438
	Iteration 45Q: 3 clusters Score -5057410 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -5057425.500000 Penalty: 5359.898438
	Iteration 46Q: 3 clusters Score -5057426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -5057416.500000 Penalty: 5359.898438
	Iteration 47Q: 3 clusters Score -5057416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5057420.000000 Penalty: 5359.898438
	Iteration 48Q: 3 clusters Score -5057420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -5057429.000000 Penalty: 5359.898438
	Iteration 49Q: 3 clusters Score -5057429 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -5057435.500000 Penalty: 5359.898438
	Iteration 50Q: 3 clusters Score -5057436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -5057445.500000 Penalty: 5359.898438
	Iteration 51Q: 3 clusters Score -5057446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -5057473.500000 Penalty: 5359.898438
	Iteration 52Q: 3 clusters Score -5057474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -5057466.500000 Penalty: 5359.898438
	Iteration 53Q: 3 clusters Score -5057466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5057466.000000 Penalty: 5359.898438
	Iteration 54Q: 3 clusters Score -5057466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -5057482.500000 Penalty: 5359.898438
	Iteration 55Q: 3 clusters Score -5057482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -5057480.000000 Penalty: 5359.898438
	Iteration 56Q: 3 clusters Score -5057480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -5057483.500000 Penalty: 5359.898438
	Iteration 57Q: 3 clusters Score -5057484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -5057481.000000 Penalty: 5359.898438
	Iteration 58Q: 3 clusters Score -5057481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -5057485.000000 Penalty: 5359.898438
	Iteration 59Q: 3 clusters Score -5057485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -5057486.000000 Penalty: 5359.898438
	Iteration 60F: 3 clusters Score -5057486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -5057486.000000 Penalty: 5359.898438
	Iteration 61Q: 3 clusters Score -5057486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -5057478.000000 Penalty: 5359.898438
	Iteration 62Q: 3 clusters Score -5057478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -5057476.500000 Penalty: 5359.898438
	Iteration 63Q: 3 clusters Score -5057476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -5057485.000000 Penalty: 5359.898438
	Iteration 64Q: 3 clusters Score -5057485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -5057483.500000 Penalty: 5359.898438
	Iteration 65Q: 3 clusters Score -5057484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -5057481.500000 Penalty: 5359.898438
	Iteration 66Q: 3 clusters Score -5057482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -5057481.500000 Penalty: 5359.898438
	Iteration 67F: 3 clusters Score -5057482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 105147 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 54300 members 
Mstep: Class 30 contains 12825 members 
Mstep: Class 31 contains 30176 members 
Entering Unmasked Estep 
Score: -138783536.000000 Penalty: 108181.210938
Splitting cluster 15 changes total score from -138545424.000000 to -138783536.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (26934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Entering Unmasked Estep 
Score: -2809261.000000 Penalty: 2529.884033
	Iteration 0F: 2 clusters Score -2809261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2790897.000000 Penalty: 5059.768066
	Iteration 0F: 3 clusters Score -2790897 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2798638.000000 Penalty: 5059.768066
	Iteration 1F: 3 clusters Score -2798638 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2800278.250000 Penalty: 5059.768066
	Iteration 2F: 3 clusters Score -2800278 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2801787.250000 Penalty: 5059.768066
	Iteration 3F: 3 clusters Score -2801787 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2803045.750000 Penalty: 5059.768066
	Iteration 4F: 3 clusters Score -2803046 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2804065.750000 Penalty: 5059.768066
	Iteration 5F: 3 clusters Score -2804066 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2804927.500000 Penalty: 5059.768066
	Iteration 6F: 3 clusters Score -2804928 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2805755.500000 Penalty: 5059.768066
	Iteration 7Q: 3 clusters Score -2805756 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2806547.750000 Penalty: 5059.768066
	Iteration 8Q: 3 clusters Score -2806548 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2807195.250000 Penalty: 5059.768066
	Iteration 9Q: 3 clusters Score -2807195 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2807710.750000 Penalty: 5059.768066
	Iteration 10Q: 3 clusters Score -2807711 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2808131.750000 Penalty: 5059.768066
	Iteration 11Q: 3 clusters Score -2808132 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2808459.500000 Penalty: 5059.768066
	Iteration 12Q: 3 clusters Score -2808460 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2808703.250000 Penalty: 5059.768066
	Iteration 13Q: 3 clusters Score -2808703 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2808900.250000 Penalty: 5059.768066
	Iteration 14Q: 3 clusters Score -2808900 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2809032.000000 Penalty: 5059.768066
	Iteration 15Q: 3 clusters Score -2809032 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2809138.000000 Penalty: 5059.768066
	Iteration 16Q: 3 clusters Score -2809138 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2809237.750000 Penalty: 5059.768066
	Iteration 17Q: 3 clusters Score -2809238 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2809305.250000 Penalty: 5059.768066
	Iteration 18Q: 3 clusters Score -2809305 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2809376.000000 Penalty: 5059.768066
	Iteration 19Q: 3 clusters Score -2809376 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2809421.500000 Penalty: 5059.768066
	Iteration 20F: 3 clusters Score -2809422 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2809488.750000 Penalty: 5059.768066
	Iteration 21Q: 3 clusters Score -2809489 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2809525.500000 Penalty: 5059.768066
	Iteration 22Q: 3 clusters Score -2809526 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2809569.000000 Penalty: 5059.768066
	Iteration 23Q: 3 clusters Score -2809569 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2809620.500000 Penalty: 5059.768066
	Iteration 24Q: 3 clusters Score -2809620 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2809689.750000 Penalty: 5059.768066
	Iteration 25Q: 3 clusters Score -2809690 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2809781.500000 Penalty: 5059.768066
	Iteration 26Q: 3 clusters Score -2809782 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2809896.000000 Penalty: 5059.768066
	Iteration 27Q: 3 clusters Score -2809896 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2810030.500000 Penalty: 5059.768066
	Iteration 28Q: 3 clusters Score -2810030 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2810227.500000 Penalty: 5059.768066
	Iteration 29Q: 3 clusters Score -2810228 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2810705.500000 Penalty: 5059.768066
	Iteration 30Q: 3 clusters Score -2810706 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2811290.750000 Penalty: 5059.768066
	Iteration 31Q: 3 clusters Score -2811291 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2811972.000000 Penalty: 5059.768066
	Iteration 32Q: 3 clusters Score -2811972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2812313.750000 Penalty: 5059.768066
	Iteration 33Q: 3 clusters Score -2812314 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2812437.500000 Penalty: 5059.768066
	Iteration 34Q: 3 clusters Score -2812438 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2812494.000000 Penalty: 5059.768066
	Iteration 35Q: 3 clusters Score -2812494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2812525.750000 Penalty: 5059.768066
	Iteration 36Q: 3 clusters Score -2812526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2812535.750000 Penalty: 5059.768066
	Iteration 37Q: 3 clusters Score -2812536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2812558.250000 Penalty: 5059.768066
	Iteration 38Q: 3 clusters Score -2812558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2812563.250000 Penalty: 5059.768066
	Iteration 39Q: 3 clusters Score -2812563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2812574.000000 Penalty: 5059.768066
	Iteration 40F: 3 clusters Score -2812574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2812580.500000 Penalty: 5059.768066
	Iteration 41Q: 3 clusters Score -2812580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2812579.500000 Penalty: 5059.768066
	Iteration 42Q: 3 clusters Score -2812580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2812584.750000 Penalty: 5059.768066
	Iteration 43Q: 3 clusters Score -2812585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2812590.250000 Penalty: 5059.768066
	Iteration 44Q: 3 clusters Score -2812590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2812587.250000 Penalty: 5059.768066
	Iteration 45Q: 3 clusters Score -2812587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2812587.750000 Penalty: 5059.768066
	Iteration 46Q: 3 clusters Score -2812588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2812591.000000 Penalty: 5059.768066
	Iteration 47Q: 3 clusters Score -2812591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2812591.000000 Penalty: 5059.768066
	Iteration 48F: 3 clusters Score -2812591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 105147 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 54300 members 
Mstep: Class 30 contains 12825 members 
Mstep: Class 31 contains 30176 members 
Mstep: Class 32 contains 7482 members 
Entering Unmasked Estep 
Score: -138785808.000000 Penalty: 111670.929688
Splitting cluster 16 changes total score from -138545424.000000 to -138785808.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -1059935.625000 Penalty: 2298.778809
	Iteration 0F: 2 clusters Score -1059936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1052023.250000 Penalty: 4597.557617
	Iteration 0F: 3 clusters Score -1052023 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1057360.250000 Penalty: 4597.557617
	Iteration 1F: 3 clusters Score -1057360 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1063635.750000 Penalty: 4597.557617
	Iteration 2F: 3 clusters Score -1063636 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1067622.625000 Penalty: 4597.557617
	Iteration 3F: 3 clusters Score -1067623 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1069838.875000 Penalty: 4597.557617
	Iteration 4F: 3 clusters Score -1069839 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1070485.875000 Penalty: 4597.557617
	Iteration 5Q: 3 clusters Score -1070486 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1070774.250000 Penalty: 4597.557617
	Iteration 6Q: 3 clusters Score -1070774 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1070895.375000 Penalty: 4597.557617
	Iteration 7Q: 3 clusters Score -1070895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1070971.250000 Penalty: 4597.557617
	Iteration 8Q: 3 clusters Score -1070971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1071016.750000 Penalty: 4597.557617
	Iteration 9Q: 3 clusters Score -1071017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1071045.000000 Penalty: 4597.557617
	Iteration 10Q: 3 clusters Score -1071045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1071062.750000 Penalty: 4597.557617
	Iteration 11Q: 3 clusters Score -1071063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1071083.125000 Penalty: 4597.557617
	Iteration 12Q: 3 clusters Score -1071083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1071104.875000 Penalty: 4597.557617
	Iteration 13Q: 3 clusters Score -1071105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1071130.750000 Penalty: 4597.557617
	Iteration 14Q: 3 clusters Score -1071131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1071167.875000 Penalty: 4597.557617
	Iteration 15Q: 3 clusters Score -1071168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1071214.250000 Penalty: 4597.557617
	Iteration 16Q: 3 clusters Score -1071214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1071283.625000 Penalty: 4597.557617
	Iteration 17Q: 3 clusters Score -1071284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1071347.750000 Penalty: 4597.557617
	Iteration 18Q: 3 clusters Score -1071348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1071431.250000 Penalty: 4597.557617
	Iteration 19Q: 3 clusters Score -1071431 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1071573.625000 Penalty: 4597.557617
	Iteration 20F: 3 clusters Score -1071574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1071761.375000 Penalty: 4597.557617
	Iteration 21Q: 3 clusters Score -1071761 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1071941.500000 Penalty: 4597.557617
	Iteration 22Q: 3 clusters Score -1071942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1072088.750000 Penalty: 4597.557617
	Iteration 23Q: 3 clusters Score -1072089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1072224.875000 Penalty: 4597.557617
	Iteration 24Q: 3 clusters Score -1072225 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1072337.000000 Penalty: 4597.557617
	Iteration 25Q: 3 clusters Score -1072337 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1072436.125000 Penalty: 4597.557617
	Iteration 26Q: 3 clusters Score -1072436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1072536.125000 Penalty: 4597.557617
	Iteration 27Q: 3 clusters Score -1072536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1072607.625000 Penalty: 4597.557617
	Iteration 28Q: 3 clusters Score -1072608 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1072662.750000 Penalty: 4597.557617
	Iteration 29Q: 3 clusters Score -1072663 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1072712.375000 Penalty: 4597.557617
	Iteration 30Q: 3 clusters Score -1072712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1072742.500000 Penalty: 4597.557617
	Iteration 31Q: 3 clusters Score -1072742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1072788.125000 Penalty: 4597.557617
	Iteration 32Q: 3 clusters Score -1072788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1072847.500000 Penalty: 4597.557617
	Iteration 33Q: 3 clusters Score -1072848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1072906.375000 Penalty: 4597.557617
	Iteration 34Q: 3 clusters Score -1072906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1072957.625000 Penalty: 4597.557617
	Iteration 35Q: 3 clusters Score -1072958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1073016.625000 Penalty: 4597.557617
	Iteration 36Q: 3 clusters Score -1073017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1073085.250000 Penalty: 4597.557617
	Iteration 37Q: 3 clusters Score -1073085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1073143.125000 Penalty: 4597.557617
	Iteration 38Q: 3 clusters Score -1073143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1073196.875000 Penalty: 4597.557617
	Iteration 39Q: 3 clusters Score -1073197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1073413.625000 Penalty: 4597.557617
	Iteration 40F: 3 clusters Score -1073414 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1073785.500000 Penalty: 4597.557617
	Iteration 41Q: 3 clusters Score -1073786 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1074211.875000 Penalty: 4597.557617
	Iteration 42Q: 3 clusters Score -1074212 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1074746.625000 Penalty: 4597.557617
	Iteration 43Q: 3 clusters Score -1074747 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1075171.750000 Penalty: 4597.557617
	Iteration 44Q: 3 clusters Score -1075172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1075269.500000 Penalty: 4597.557617
	Iteration 45Q: 3 clusters Score -1075270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1075295.625000 Penalty: 4597.557617
	Iteration 46Q: 3 clusters Score -1075296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1075307.000000 Penalty: 4597.557617
	Iteration 47Q: 3 clusters Score -1075307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1075311.875000 Penalty: 4597.557617
	Iteration 48Q: 3 clusters Score -1075312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1075313.000000 Penalty: 4597.557617
	Iteration 49Q: 3 clusters Score -1075313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1075314.000000 Penalty: 4597.557617
	Iteration 50Q: 3 clusters Score -1075314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1075314.000000 Penalty: 4597.557617
	Iteration 51F: 3 clusters Score -1075314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 6007 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 105147 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 54300 members 
Mstep: Class 30 contains 12825 members 
Mstep: Class 31 contains 30176 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 4600 members 
Entering Unmasked Estep 
Score: -138800352.000000 Penalty: 115160.648438
Splitting cluster 17 changes total score from -138545424.000000 to -138800352.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (7492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Entering Unmasked Estep 
Score: -845633.375000 Penalty: 2212.554443
	Iteration 0F: 2 clusters Score -845633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -839607.937500 Penalty: 4425.108887
	Iteration 0F: 3 clusters Score -839607.9 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -841196.187500 Penalty: 4425.108887
	Iteration 1F: 3 clusters Score -841196.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -841476.437500 Penalty: 4425.108887
	Iteration 2F: 3 clusters Score -841476.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -841682.562500 Penalty: 4425.108887
	Iteration 3F: 3 clusters Score -841682.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -841879.812500 Penalty: 4425.108887
	Iteration 4Q: 3 clusters Score -841879.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -842142.812500 Penalty: 4425.108887
	Iteration 5Q: 3 clusters Score -842142.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -842707.000000 Penalty: 4425.108887
	Iteration 6F: 3 clusters Score -842707 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -844590.375000 Penalty: 4425.108887
	Iteration 7F: 3 clusters Score -844590.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -846841.062500 Penalty: 4425.108887
	Iteration 8F: 3 clusters Score -846841.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -847558.312500 Penalty: 4425.108887
	Iteration 9F: 3 clusters Score -847558.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -847852.312500 Penalty: 4425.108887
	Iteration 10Q: 3 clusters Score -847852.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -847961.562500 Penalty: 4425.108887
	Iteration 11Q: 3 clusters Score -847961.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -848038.750000 Penalty: 4425.108887
	Iteration 12Q: 3 clusters Score -848038.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -848090.250000 Penalty: 4425.108887
	Iteration 13Q: 3 clusters Score -848090.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -848124.312500 Penalty: 4425.108887
	Iteration 14Q: 3 clusters Score -848124.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -848142.750000 Penalty: 4425.108887
	Iteration 15Q: 3 clusters Score -848142.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -848155.187500 Penalty: 4425.108887
	Iteration 16Q: 3 clusters Score -848155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -848161.562500 Penalty: 4425.108887
	Iteration 17Q: 3 clusters Score -848161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -848164.625000 Penalty: 4425.108887
	Iteration 18Q: 3 clusters Score -848164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -848169.375000 Penalty: 4425.108887
	Iteration 19Q: 3 clusters Score -848169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -848171.562500 Penalty: 4425.108887
	Iteration 20F: 3 clusters Score -848171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -848174.125000 Penalty: 4425.108887
	Iteration 21Q: 3 clusters Score -848174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -848176.500000 Penalty: 4425.108887
	Iteration 22Q: 3 clusters Score -848176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -848176.812500 Penalty: 4425.108887
	Iteration 23Q: 3 clusters Score -848176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -848180.187500 Penalty: 4425.108887
	Iteration 24Q: 3 clusters Score -848180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -848180.000000 Penalty: 4425.108887
	Iteration 25Q: 3 clusters Score -848180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -848180.000000 Penalty: 4425.108887
	Iteration 26F: 3 clusters Score -848180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 6007 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 105147 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 54300 members 
Mstep: Class 30 contains 12825 members 
Mstep: Class 31 contains 30176 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 4600 members 
Mstep: Class 34 contains 1033 members 
Entering Unmasked Estep 
Score: -138801312.000000 Penalty: 118650.367188
Splitting cluster 18 changes total score from -138545424.000000 to -138801312.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (149729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Entering Unmasked Estep 
Score: -16785378.000000 Penalty: 2955.312256
	Iteration 0F: 2 clusters Score -1.678538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -16685328.000000 Penalty: 5910.624512
	Iteration 0F: 3 clusters Score -1.668533e+07 nChanged 71539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -16727580.000000 Penalty: 5910.624512
	Iteration 1F: 3 clusters Score -1.672758e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -16729658.000000 Penalty: 5910.624512
	Iteration 2Q: 3 clusters Score -1.672966e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -16732839.000000 Penalty: 5910.624512
	Iteration 3Q: 3 clusters Score -1.673284e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -16738147.000000 Penalty: 5910.624512
	Iteration 4F: 3 clusters Score -1.673815e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -16746832.000000 Penalty: 5910.624512
	Iteration 5F: 3 clusters Score -1.674683e+07 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 124327 members 
Entering Unmasked Estep 
Score: -16758866.000000 Penalty: 5910.624512
	Iteration 6F: 3 clusters Score -1.675887e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -16770457.000000 Penalty: 5910.624512
	Iteration 7F: 3 clusters Score -1.677046e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 143911 members 
Entering Unmasked Estep 
Score: -16777768.000000 Penalty: 5910.624512
	Iteration 8F: 3 clusters Score -1.677777e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 147401 members 
Entering Unmasked Estep 
Score: -16780980.000000 Penalty: 5910.624512
	Iteration 9Q: 3 clusters Score -1.678098e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 148608 members 
Entering Unmasked Estep 
Score: -16782070.000000 Penalty: 5910.624512
	Iteration 10Q: 3 clusters Score -1.678207e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -16782476.000000 Penalty: 5910.624512
	Iteration 11Q: 3 clusters Score -1.678248e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 149157 members 
Entering Unmasked Estep 
Score: -16782682.000000 Penalty: 5910.624512
	Iteration 12Q: 3 clusters Score -1.678268e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 149205 members 
Entering Unmasked Estep 
Score: -16782748.000000 Penalty: 5910.624512
	Iteration 13Q: 3 clusters Score -1.678275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 149232 members 
Entering Unmasked Estep 
Score: -16782810.000000 Penalty: 5910.624512
	Iteration 14Q: 3 clusters Score -1.678281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 149242 members 
Entering Unmasked Estep 
Score: -16782814.000000 Penalty: 5910.624512
	Iteration 15Q: 3 clusters Score -1.678281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 149251 members 
Entering Unmasked Estep 
Score: -16782816.000000 Penalty: 5910.624512
	Iteration 16Q: 3 clusters Score -1.678282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 149258 members 
Entering Unmasked Estep 
Score: -16782834.000000 Penalty: 5910.624512
	Iteration 17Q: 3 clusters Score -1.678283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 149261 members 
Entering Unmasked Estep 
Score: -16782844.000000 Penalty: 5910.624512
	Iteration 18Q: 3 clusters Score -1.678284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 149269 members 
Entering Unmasked Estep 
Score: -16782854.000000 Penalty: 5910.624512
	Iteration 19Q: 3 clusters Score -1.678285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 149272 members 
Entering Unmasked Estep 
Score: -16782850.000000 Penalty: 5910.624512
	Iteration 20F: 3 clusters Score -1.678285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -16782844.000000 Penalty: 5910.624512
	Iteration 21Q: 3 clusters Score -1.678284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 149283 members 
Entering Unmasked Estep 
Score: -16782856.000000 Penalty: 5910.624512
	Iteration 22Q: 3 clusters Score -1.678286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 149288 members 
Entering Unmasked Estep 
Score: -16782856.000000 Penalty: 5910.624512
	Iteration 23Q: 3 clusters Score -1.678286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 149291 members 
Entering Unmasked Estep 
Score: -16782866.000000 Penalty: 5910.624512
	Iteration 24Q: 3 clusters Score -1.678287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 149294 members 
Entering Unmasked Estep 
Score: -16782862.000000 Penalty: 5910.624512
	Iteration 25Q: 3 clusters Score -1.678286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 149299 members 
Entering Unmasked Estep 
Score: -16782870.000000 Penalty: 5910.624512
	Iteration 26Q: 3 clusters Score -1.678287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 149302 members 
Entering Unmasked Estep 
Score: -16782880.000000 Penalty: 5910.624512
	Iteration 27Q: 3 clusters Score -1.678288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 149305 members 
Entering Unmasked Estep 
Score: -16782900.000000 Penalty: 5910.624512
	Iteration 28Q: 3 clusters Score -1.67829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -16782892.000000 Penalty: 5910.624512
	Iteration 29Q: 3 clusters Score -1.678289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -16782896.000000 Penalty: 5910.624512
	Iteration 30Q: 3 clusters Score -1.67829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 149306 members 
Entering Unmasked Estep 
Score: -16782890.000000 Penalty: 5910.624512
	Iteration 31Q: 3 clusters Score -1.678289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 149309 members 
Entering Unmasked Estep 
Score: -16782914.000000 Penalty: 5910.624512
	Iteration 32Q: 3 clusters Score -1.678291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 149310 members 
Entering Unmasked Estep 
Score: -16782906.000000 Penalty: 5910.624512
	Iteration 33Q: 3 clusters Score -1.678291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 149309 members 
Entering Unmasked Estep 
Score: -16782910.000000 Penalty: 5910.624512
	Iteration 34Q: 3 clusters Score -1.678291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -16782898.000000 Penalty: 5910.624512
	Iteration 35Q: 3 clusters Score -1.67829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -16782898.000000 Penalty: 5910.624512
	Iteration 36F: 3 clusters Score -1.67829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Entering Unmasked Estep 
Score: -1690549.625000 Penalty: 2445.229492
	Iteration 0F: 2 clusters Score -1690550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1677347.375000 Penalty: 4890.458984
	Iteration 0F: 3 clusters Score -1677347 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1685000.625000 Penalty: 4890.458984
	Iteration 1F: 3 clusters Score -1685001 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1688984.125000 Penalty: 4890.458984
	Iteration 2F: 3 clusters Score -1688984 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1691549.500000 Penalty: 4890.458984
	Iteration 3F: 3 clusters Score -1691550 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1692754.875000 Penalty: 4890.458984
	Iteration 4F: 3 clusters Score -1692755 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1693507.750000 Penalty: 4890.458984
	Iteration 5Q: 3 clusters Score -1693508 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1694218.500000 Penalty: 4890.458984
	Iteration 6Q: 3 clusters Score -1694218 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1694642.875000 Penalty: 4890.458984
	Iteration 7Q: 3 clusters Score -1694643 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1694906.250000 Penalty: 4890.458984
	Iteration 8Q: 3 clusters Score -1694906 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1695098.375000 Penalty: 4890.458984
	Iteration 9Q: 3 clusters Score -1695098 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1695233.875000 Penalty: 4890.458984
	Iteration 10Q: 3 clusters Score -1695234 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1695338.250000 Penalty: 4890.458984
	Iteration 11Q: 3 clusters Score -1695338 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1695408.875000 Penalty: 4890.458984
	Iteration 12Q: 3 clusters Score -1695409 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1695464.750000 Penalty: 4890.458984
	Iteration 13Q: 3 clusters Score -1695465 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1695491.250000 Penalty: 4890.458984
	Iteration 14Q: 3 clusters Score -1695491 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1695513.250000 Penalty: 4890.458984
	Iteration 15Q: 3 clusters Score -1695513 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1695535.250000 Penalty: 4890.458984
	Iteration 16Q: 3 clusters Score -1695535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1695536.875000 Penalty: 4890.458984
	Iteration 17Q: 3 clusters Score -1695537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1695542.000000 Penalty: 4890.458984
	Iteration 18Q: 3 clusters Score -1695542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1695549.500000 Penalty: 4890.458984
	Iteration 19Q: 3 clusters Score -1695550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1695551.500000 Penalty: 4890.458984
	Iteration 20F: 3 clusters Score -1695552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1695551.375000 Penalty: 4890.458984
	Iteration 21Q: 3 clusters Score -1695551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1695552.250000 Penalty: 4890.458984
	Iteration 22Q: 3 clusters Score -1695552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1695553.750000 Penalty: 4890.458984
	Iteration 23Q: 3 clusters Score -1695554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1695556.750000 Penalty: 4890.458984
	Iteration 24Q: 3 clusters Score -1695557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1695556.625000 Penalty: 4890.458984
	Iteration 25Q: 3 clusters Score -1695557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1695557.750000 Penalty: 4890.458984
	Iteration 26Q: 3 clusters Score -1695558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1695555.375000 Penalty: 4890.458984
	Iteration 27Q: 3 clusters Score -1695555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1695558.000000 Penalty: 4890.458984
	Iteration 28Q: 3 clusters Score -1695558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1695560.500000 Penalty: 4890.458984
	Iteration 29Q: 3 clusters Score -1695560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1695558.500000 Penalty: 4890.458984
	Iteration 30Q: 3 clusters Score -1695558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1695559.625000 Penalty: 4890.458984
	Iteration 31Q: 3 clusters Score -1695560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1695558.000000 Penalty: 4890.458984
	Iteration 32Q: 3 clusters Score -1695558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1695561.000000 Penalty: 4890.458984
	Iteration 33Q: 3 clusters Score -1695561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1695559.500000 Penalty: 4890.458984
	Iteration 34Q: 3 clusters Score -1695560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1695559.500000 Penalty: 4890.458984
	Iteration 35F: 3 clusters Score -1695560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 36889 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 6007 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 11046 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 39933 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 105147 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 54300 members 
Mstep: Class 30 contains 12825 members 
Mstep: Class 31 contains 30176 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 4600 members 
Mstep: Class 34 contains 1033 members 
Mstep: Class 35 contains 8099 members 
Entering Unmasked Estep 
Score: -138804656.000000 Penalty: 122140.078125
Splitting cluster 20 changes total score from -138545424.000000 to -138804656.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 138517 members 
Mstep: Class 8 contains 208557 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 61014 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 6007 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 11046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 34. Lose 1740.874878 but Gain 3489.710938
Score: -138949536.000000 Penalty: 118650.367188
Iteration 39Q: 35 clusters Score -1.389495e+08 nChanged 43901
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 114894 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 78258 members 
Mstep: Class 4 contains 7261 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 10043 members 
Mstep: Class 7 contains 138872 members 
Mstep: Class 8 contains 210298 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 59554 members 
Mstep: Class 11 contains 17076 members 
Mstep: Class 12 contains 15505 members 
Mstep: Class 13 contains 6997 members 
Mstep: Class 14 contains 38998 members 
Mstep: Class 15 contains 19613 members 
Mstep: Class 16 contains 20256 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 7283 members 
Mstep: Class 19 contains 150068 members 
Mstep: Class 20 contains 11813 members 
Mstep: Class 21 contains 56945 members 
Mstep: Class 22 contains 30553 members 
Mstep: Class 23 contains 10878 members 
Mstep: Class 24 contains 10948 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 918 members 
Mstep: Class 27 contains 102869 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 52157 members 
Mstep: Class 30 contains 11769 members 
Mstep: Class 31 contains 28451 members 
Mstep: Class 32 contains 7457 members 
Mstep: Class 33 contains 4119 members 
Mstep: Class 35 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139034560.000000 Penalty: 118650.367188
Iteration 40F: 35 clusters Score -1.390346e+08 nChanged 29310
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 9936 members 
Mstep: Class 3 contains 77753 members 
Mstep: Class 4 contains 7437 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 10778 members 
Mstep: Class 7 contains 138294 members 
Mstep: Class 8 contains 210118 members 
Mstep: Class 9 contains 1058 members 
Mstep: Class 10 contains 55563 members 
Mstep: Class 11 contains 17156 members 
Mstep: Class 12 contains 15804 members 
Mstep: Class 13 contains 7878 members 
Mstep: Class 14 contains 41619 members 
Mstep: Class 15 contains 19828 members 
Mstep: Class 16 contains 20170 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 7576 members 
Mstep: Class 19 contains 149289 members 
Mstep: Class 20 contains 11905 members 
Mstep: Class 21 contains 57454 members 
Mstep: Class 22 contains 31002 members 
Mstep: Class 23 contains 11006 members 
Mstep: Class 24 contains 12450 members 
Mstep: Class 25 contains 38098 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 102250 members 
Mstep: Class 28 contains 1813 members 
Mstep: Class 29 contains 51644 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 28928 members 
Mstep: Class 32 contains 7602 members 
Mstep: Class 33 contains 4209 members 
Mstep: Class 35 contains 7183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139069248.000000 Penalty: 118650.367188
Iteration 41Q: 35 clusters Score -1.390692e+08 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 113074 members 
Mstep: Class 2 contains 10295 members 
Mstep: Class 3 contains 77519 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 11283 members 
Mstep: Class 7 contains 137889 members 
Mstep: Class 8 contains 209921 members 
Mstep: Class 9 contains 1075 members 
Mstep: Class 10 contains 52511 members 
Mstep: Class 11 contains 17139 members 
Mstep: Class 12 contains 16065 members 
Mstep: Class 13 contains 8537 members 
Mstep: Class 14 contains 43644 members 
Mstep: Class 15 contains 20063 members 
Mstep: Class 16 contains 20103 members 
Mstep: Class 17 contains 5955 members 
Mstep: Class 18 contains 7776 members 
Mstep: Class 19 contains 148696 members 
Mstep: Class 20 contains 12012 members 
Mstep: Class 21 contains 57771 members 
Mstep: Class 22 contains 31390 members 
Mstep: Class 23 contains 11098 members 
Mstep: Class 24 contains 13748 members 
Mstep: Class 25 contains 37956 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 101556 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 51120 members 
Mstep: Class 30 contains 11718 members 
Mstep: Class 31 contains 29050 members 
Mstep: Class 32 contains 7749 members 
Mstep: Class 33 contains 4273 members 
Mstep: Class 35 contains 6909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139076784.000000 Penalty: 118650.367188
Iteration 42Q: 35 clusters Score -1.390768e+08 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 77352 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 3448 members 
Mstep: Class 6 contains 11652 members 
Mstep: Class 7 contains 137608 members 
Mstep: Class 8 contains 209760 members 
Mstep: Class 9 contains 1079 members 
Mstep: Class 10 contains 49941 members 
Mstep: Class 11 contains 17079 members 
Mstep: Class 12 contains 16219 members 
Mstep: Class 13 contains 9090 members 
Mstep: Class 14 contains 45379 members 
Mstep: Class 15 contains 20265 members 
Mstep: Class 16 contains 20050 members 
Mstep: Class 17 contains 5854 members 
Mstep: Class 18 contains 7916 members 
Mstep: Class 19 contains 148240 members 
Mstep: Class 20 contains 12050 members 
Mstep: Class 21 contains 57941 members 
Mstep: Class 22 contains 31745 members 
Mstep: Class 23 contains 11132 members 
Mstep: Class 24 contains 14863 members 
Mstep: Class 25 contains 37832 members 
Mstep: Class 26 contains 868 members 
Mstep: Class 27 contains 100945 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 50681 members 
Mstep: Class 30 contains 11703 members 
Mstep: Class 31 contains 29018 members 
Mstep: Class 32 contains 7874 members 
Mstep: Class 33 contains 4367 members 
Mstep: Class 35 contains 6679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139081344.000000 Penalty: 118650.367188
Iteration 43Q: 35 clusters Score -1.390813e+08 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 112448 members 
Mstep: Class 2 contains 10878 members 
Mstep: Class 3 contains 77305 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 3495 members 
Mstep: Class 6 contains 11946 members 
Mstep: Class 7 contains 137389 members 
Mstep: Class 8 contains 209574 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 47894 members 
Mstep: Class 11 contains 17022 members 
Mstep: Class 12 contains 16329 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 46764 members 
Mstep: Class 15 contains 20468 members 
Mstep: Class 16 contains 20038 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 147810 members 
Mstep: Class 20 contains 12045 members 
Mstep: Class 21 contains 58041 members 
Mstep: Class 22 contains 32075 members 
Mstep: Class 23 contains 11235 members 
Mstep: Class 24 contains 15854 members 
Mstep: Class 25 contains 37739 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 100282 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 50319 members 
Mstep: Class 30 contains 11692 members 
Mstep: Class 31 contains 28892 members 
Mstep: Class 32 contains 8006 members 
Mstep: Class 33 contains 4448 members 
Mstep: Class 35 contains 6486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139084240.000000 Penalty: 118650.367188
Iteration 44Q: 35 clusters Score -1.390842e+08 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 112267 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 77291 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 137185 members 
Mstep: Class 8 contains 209458 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 46322 members 
Mstep: Class 11 contains 16976 members 
Mstep: Class 12 contains 16397 members 
Mstep: Class 13 contains 10051 members 
Mstep: Class 14 contains 47745 members 
Mstep: Class 15 contains 20654 members 
Mstep: Class 16 contains 20038 members 
Mstep: Class 17 contains 5583 members 
Mstep: Class 18 contains 8112 members 
Mstep: Class 19 contains 147467 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 58018 members 
Mstep: Class 22 contains 32409 members 
Mstep: Class 23 contains 11334 members 
Mstep: Class 24 contains 16841 members 
Mstep: Class 25 contains 37688 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 99550 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 49985 members 
Mstep: Class 30 contains 11698 members 
Mstep: Class 31 contains 28739 members 
Mstep: Class 32 contains 8108 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 35 contains 6288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139086480.000000 Penalty: 118650.367188
Iteration 45Q: 35 clusters Score -1.390865e+08 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 11418 members 
Mstep: Class 3 contains 77294 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 12406 members 
Mstep: Class 7 contains 137029 members 
Mstep: Class 8 contains 209343 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 45156 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 16455 members 
Mstep: Class 13 contains 10488 members 
Mstep: Class 14 contains 48417 members 
Mstep: Class 15 contains 20795 members 
Mstep: Class 16 contains 20021 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 8181 members 
Mstep: Class 19 contains 147181 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 57952 members 
Mstep: Class 22 contains 32778 members 
Mstep: Class 23 contains 11458 members 
Mstep: Class 24 contains 17699 members 
Mstep: Class 25 contains 37586 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 98727 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 49719 members 
Mstep: Class 30 contains 11687 members 
Mstep: Class 31 contains 28596 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 4603 members 
Mstep: Class 35 contains 6119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139088560.000000 Penalty: 118650.367188
Iteration 46Q: 35 clusters Score -1.390886e+08 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 11636 members 
Mstep: Class 3 contains 77336 members 
Mstep: Class 4 contains 8559 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 12614 members 
Mstep: Class 7 contains 136894 members 
Mstep: Class 8 contains 209247 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 44147 members 
Mstep: Class 11 contains 16915 members 
Mstep: Class 12 contains 16478 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 48916 members 
Mstep: Class 15 contains 20923 members 
Mstep: Class 16 contains 20015 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 8247 members 
Mstep: Class 19 contains 146888 members 
Mstep: Class 20 contains 11935 members 
Mstep: Class 21 contains 57870 members 
Mstep: Class 22 contains 33199 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 18530 members 
Mstep: Class 25 contains 37500 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 97914 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 49496 members 
Mstep: Class 30 contains 11685 members 
Mstep: Class 31 contains 28427 members 
Mstep: Class 32 contains 8317 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 35 contains 5973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139090640.000000 Penalty: 118650.367188
Iteration 47Q: 35 clusters Score -1.390906e+08 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 112103 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 77389 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 3902 members 
Mstep: Class 6 contains 12794 members 
Mstep: Class 7 contains 136771 members 
Mstep: Class 8 contains 209172 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 43383 members 
Mstep: Class 11 contains 16902 members 
Mstep: Class 12 contains 16479 members 
Mstep: Class 13 contains 11229 members 
Mstep: Class 14 contains 49258 members 
Mstep: Class 15 contains 21014 members 
Mstep: Class 16 contains 19996 members 
Mstep: Class 17 contains 5040 members 
Mstep: Class 18 contains 8311 members 
Mstep: Class 19 contains 146648 members 
Mstep: Class 20 contains 11884 members 
Mstep: Class 21 contains 57718 members 
Mstep: Class 22 contains 33677 members 
Mstep: Class 23 contains 11620 members 
Mstep: Class 24 contains 19343 members 
Mstep: Class 25 contains 37374 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 97059 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 49346 members 
Mstep: Class 30 contains 11686 members 
Mstep: Class 31 contains 28280 members 
Mstep: Class 32 contains 8421 members 
Mstep: Class 33 contains 4719 members 
Mstep: Class 35 contains 5846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139092144.000000 Penalty: 118650.367188
Iteration 48Q: 35 clusters Score -1.390921e+08 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 12020 members 
Mstep: Class 3 contains 77441 members 
Mstep: Class 4 contains 8801 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 12980 members 
Mstep: Class 7 contains 136654 members 
Mstep: Class 8 contains 209144 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 42779 members 
Mstep: Class 11 contains 16874 members 
Mstep: Class 12 contains 16456 members 
Mstep: Class 13 contains 11590 members 
Mstep: Class 14 contains 49493 members 
Mstep: Class 15 contains 21100 members 
Mstep: Class 16 contains 19979 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 146412 members 
Mstep: Class 20 contains 11823 members 
Mstep: Class 21 contains 57575 members 
Mstep: Class 22 contains 34108 members 
Mstep: Class 23 contains 11711 members 
Mstep: Class 24 contains 20133 members 
Mstep: Class 25 contains 37284 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 96192 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 49222 members 
Mstep: Class 30 contains 11682 members 
Mstep: Class 31 contains 28124 members 
Mstep: Class 32 contains 8526 members 
Mstep: Class 33 contains 4727 members 
Mstep: Class 35 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139094032.000000 Penalty: 118650.367188
Iteration 49Q: 35 clusters Score -1.39094e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112153 members 
Mstep: Class 2 contains 12199 members 
Mstep: Class 3 contains 77509 members 
Mstep: Class 4 contains 8900 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 13128 members 
Mstep: Class 7 contains 136555 members 
Mstep: Class 8 contains 209127 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 42301 members 
Mstep: Class 11 contains 16856 members 
Mstep: Class 12 contains 16434 members 
Mstep: Class 13 contains 11915 members 
Mstep: Class 14 contains 49676 members 
Mstep: Class 15 contains 21160 members 
Mstep: Class 16 contains 19971 members 
Mstep: Class 17 contains 4538 members 
Mstep: Class 18 contains 8452 members 
Mstep: Class 19 contains 146195 members 
Mstep: Class 20 contains 11762 members 
Mstep: Class 21 contains 57488 members 
Mstep: Class 22 contains 34469 members 
Mstep: Class 23 contains 11789 members 
Mstep: Class 24 contains 20821 members 
Mstep: Class 25 contains 37187 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 95358 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 49125 members 
Mstep: Class 30 contains 11683 members 
Mstep: Class 31 contains 27958 members 
Mstep: Class 32 contains 8635 members 
Mstep: Class 33 contains 4752 members 
Mstep: Class 35 contains 5651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139095328.000000 Penalty: 118650.367188
Iteration 50Q: 35 clusters Score -1.390953e+08 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 77556 members 
Mstep: Class 4 contains 8995 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 13305 members 
Mstep: Class 7 contains 136464 members 
Mstep: Class 8 contains 209147 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 41905 members 
Mstep: Class 11 contains 16841 members 
Mstep: Class 12 contains 16398 members 
Mstep: Class 13 contains 12196 members 
Mstep: Class 14 contains 49813 members 
Mstep: Class 15 contains 21199 members 
Mstep: Class 16 contains 19988 members 
Mstep: Class 17 contains 4321 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 145982 members 
Mstep: Class 20 contains 11707 members 
Mstep: Class 21 contains 57381 members 
Mstep: Class 22 contains 34815 members 
Mstep: Class 23 contains 11849 members 
Mstep: Class 24 contains 21499 members 
Mstep: Class 25 contains 37122 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 94558 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 49050 members 
Mstep: Class 30 contains 11682 members 
Mstep: Class 31 contains 27769 members 
Mstep: Class 32 contains 8721 members 
Mstep: Class 33 contains 4732 members 
Mstep: Class 35 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139096608.000000 Penalty: 118650.367188
Iteration 51Q: 35 clusters Score -1.390966e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112242 members 
Mstep: Class 2 contains 12510 members 
Mstep: Class 3 contains 77598 members 
Mstep: Class 4 contains 9060 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 13471 members 
Mstep: Class 7 contains 136389 members 
Mstep: Class 8 contains 209210 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 41588 members 
Mstep: Class 11 contains 16823 members 
Mstep: Class 12 contains 16344 members 
Mstep: Class 13 contains 12439 members 
Mstep: Class 14 contains 49911 members 
Mstep: Class 15 contains 21216 members 
Mstep: Class 16 contains 20007 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 18 contains 8595 members 
Mstep: Class 19 contains 145827 members 
Mstep: Class 20 contains 11677 members 
Mstep: Class 21 contains 57324 members 
Mstep: Class 22 contains 35118 members 
Mstep: Class 23 contains 11891 members 
Mstep: Class 24 contains 22096 members 
Mstep: Class 25 contains 36999 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 93831 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 49000 members 
Mstep: Class 30 contains 11683 members 
Mstep: Class 31 contains 27568 members 
Mstep: Class 32 contains 8791 members 
Mstep: Class 33 contains 4667 members 
Mstep: Class 35 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139097888.000000 Penalty: 118650.367188
Iteration 52Q: 35 clusters Score -1.390979e+08 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112298 members 
Mstep: Class 2 contains 12676 members 
Mstep: Class 3 contains 77624 members 
Mstep: Class 4 contains 9120 members 
Mstep: Class 5 contains 4657 members 
Mstep: Class 6 contains 13631 members 
Mstep: Class 7 contains 136299 members 
Mstep: Class 8 contains 209281 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 41348 members 
Mstep: Class 11 contains 16814 members 
Mstep: Class 12 contains 16307 members 
Mstep: Class 13 contains 12621 members 
Mstep: Class 14 contains 49979 members 
Mstep: Class 15 contains 21227 members 
Mstep: Class 16 contains 20018 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 8661 members 
Mstep: Class 19 contains 145657 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 21 contains 57263 members 
Mstep: Class 22 contains 35362 members 
Mstep: Class 23 contains 11931 members 
Mstep: Class 24 contains 22632 members 
Mstep: Class 25 contains 36860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 93200 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 48960 members 
Mstep: Class 30 contains 11682 members 
Mstep: Class 31 contains 27357 members 
Mstep: Class 32 contains 8841 members 
Mstep: Class 33 contains 4587 members 
Mstep: Class 35 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139098816.000000 Penalty: 118650.367188
Iteration 53Q: 35 clusters Score -1.390988e+08 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 12845 members 
Mstep: Class 3 contains 77638 members 
Mstep: Class 4 contains 9168 members 
Mstep: Class 5 contains 4865 members 
Mstep: Class 6 contains 13766 members 
Mstep: Class 7 contains 136190 members 
Mstep: Class 8 contains 209386 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 41119 members 
Mstep: Class 11 contains 16805 members 
Mstep: Class 12 contains 16268 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 14 contains 50015 members 
Mstep: Class 15 contains 21230 members 
Mstep: Class 16 contains 20041 members 
Mstep: Class 17 contains 3734 members 
Mstep: Class 18 contains 8705 members 
Mstep: Class 19 contains 145490 members 
Mstep: Class 20 contains 11624 members 
Mstep: Class 21 contains 57240 members 
Mstep: Class 22 contains 35527 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 36752 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 92697 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 48923 members 
Mstep: Class 30 contains 11681 members 
Mstep: Class 31 contains 27142 members 
Mstep: Class 32 contains 8881 members 
Mstep: Class 33 contains 4493 members 
Mstep: Class 35 contains 5433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139099456.000000 Penalty: 118650.367188
Iteration 54Q: 35 clusters Score -1.390995e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112405 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 77686 members 
Mstep: Class 4 contains 9194 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 13900 members 
Mstep: Class 7 contains 136046 members 
Mstep: Class 8 contains 209505 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 40883 members 
Mstep: Class 11 contains 16803 members 
Mstep: Class 12 contains 16210 members 
Mstep: Class 13 contains 12941 members 
Mstep: Class 14 contains 50032 members 
Mstep: Class 15 contains 21235 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 3580 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 145319 members 
Mstep: Class 20 contains 11597 members 
Mstep: Class 21 contains 57232 members 
Mstep: Class 22 contains 35639 members 
Mstep: Class 23 contains 12036 members 
Mstep: Class 24 contains 23669 members 
Mstep: Class 25 contains 36711 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 92289 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 48893 members 
Mstep: Class 30 contains 11681 members 
Mstep: Class 31 contains 26878 members 
Mstep: Class 32 contains 8913 members 
Mstep: Class 33 contains 4391 members 
Mstep: Class 35 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139100320.000000 Penalty: 118650.367188
Iteration 55Q: 35 clusters Score -1.391003e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112446 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 77695 members 
Mstep: Class 4 contains 9219 members 
Mstep: Class 5 contains 5119 members 
Mstep: Class 6 contains 14004 members 
Mstep: Class 7 contains 135872 members 
Mstep: Class 8 contains 209653 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 40649 members 
Mstep: Class 11 contains 16809 members 
Mstep: Class 12 contains 16166 members 
Mstep: Class 13 contains 13114 members 
Mstep: Class 14 contains 50059 members 
Mstep: Class 15 contains 21215 members 
Mstep: Class 16 contains 20101 members 
Mstep: Class 17 contains 3419 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 145150 members 
Mstep: Class 20 contains 11574 members 
Mstep: Class 21 contains 57337 members 
Mstep: Class 22 contains 35710 members 
Mstep: Class 23 contains 12082 members 
Mstep: Class 24 contains 24101 members 
Mstep: Class 25 contains 36750 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 91959 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 48860 members 
Mstep: Class 30 contains 11686 members 
Mstep: Class 31 contains 26602 members 
Mstep: Class 32 contains 8946 members 
Mstep: Class 33 contains 4312 members 
Mstep: Class 35 contains 5381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139101072.000000 Penalty: 118650.367188
Iteration 56Q: 35 clusters Score -1.391011e+08 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112488 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 77653 members 
Mstep: Class 4 contains 9253 members 
Mstep: Class 5 contains 5211 members 
Mstep: Class 6 contains 14064 members 
Mstep: Class 7 contains 135676 members 
Mstep: Class 8 contains 209838 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 40447 members 
Mstep: Class 11 contains 16808 members 
Mstep: Class 12 contains 16113 members 
Mstep: Class 13 contains 13266 members 
Mstep: Class 14 contains 50064 members 
Mstep: Class 15 contains 21171 members 
Mstep: Class 16 contains 20110 members 
Mstep: Class 17 contains 3281 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 145003 members 
Mstep: Class 20 contains 11564 members 
Mstep: Class 21 contains 57474 members 
Mstep: Class 22 contains 35765 members 
Mstep: Class 23 contains 12119 members 
Mstep: Class 24 contains 24487 members 
Mstep: Class 25 contains 36804 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 91661 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 48828 members 
Mstep: Class 30 contains 11691 members 
Mstep: Class 31 contains 26347 members 
Mstep: Class 32 contains 8979 members 
Mstep: Class 33 contains 4282 members 
Mstep: Class 35 contains 5370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139102016.000000 Penalty: 118650.367188
Iteration 57Q: 35 clusters Score -1.39102e+08 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 13312 members 
Mstep: Class 3 contains 77554 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 5279 members 
Mstep: Class 6 contains 14070 members 
Mstep: Class 7 contains 135389 members 
Mstep: Class 8 contains 210090 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 16821 members 
Mstep: Class 12 contains 16055 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 50068 members 
Mstep: Class 15 contains 21111 members 
Mstep: Class 16 contains 20136 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 144875 members 
Mstep: Class 20 contains 11563 members 
Mstep: Class 21 contains 57639 members 
Mstep: Class 22 contains 35788 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 24819 members 
Mstep: Class 25 contains 36857 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 91445 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 48807 members 
Mstep: Class 30 contains 11704 members 
Mstep: Class 31 contains 26177 members 
Mstep: Class 32 contains 9004 members 
Mstep: Class 33 contains 4278 members 
Mstep: Class 35 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139102928.000000 Penalty: 118650.367188
Iteration 58Q: 35 clusters Score -1.391029e+08 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112536 members 
Mstep: Class 2 contains 13416 members 
Mstep: Class 3 contains 77422 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 14068 members 
Mstep: Class 7 contains 135048 members 
Mstep: Class 8 contains 210332 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 40084 members 
Mstep: Class 11 contains 16838 members 
Mstep: Class 12 contains 15998 members 
Mstep: Class 13 contains 13512 members 
Mstep: Class 14 contains 50040 members 
Mstep: Class 15 contains 21025 members 
Mstep: Class 16 contains 20157 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 144793 members 
Mstep: Class 20 contains 11545 members 
Mstep: Class 21 contains 57956 members 
Mstep: Class 22 contains 35832 members 
Mstep: Class 23 contains 12148 members 
Mstep: Class 24 contains 25076 members 
Mstep: Class 25 contains 36873 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 91242 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 48771 members 
Mstep: Class 30 contains 11712 members 
Mstep: Class 31 contains 26093 members 
Mstep: Class 32 contains 9018 members 
Mstep: Class 33 contains 4290 members 
Mstep: Class 35 contains 5372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139104048.000000 Penalty: 118650.367188
Iteration 59Q: 35 clusters Score -1.39104e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 112510 members 
Mstep: Class 2 contains 13524 members 
Mstep: Class 3 contains 77210 members 
Mstep: Class 4 contains 9323 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 14052 members 
Mstep: Class 7 contains 134676 members 
Mstep: Class 8 contains 210635 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 39952 members 
Mstep: Class 11 contains 16845 members 
Mstep: Class 12 contains 15958 members 
Mstep: Class 13 contains 13608 members 
Mstep: Class 14 contains 49978 members 
Mstep: Class 15 contains 20898 members 
Mstep: Class 16 contains 20188 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 144690 members 
Mstep: Class 20 contains 11552 members 
Mstep: Class 21 contains 58315 members 
Mstep: Class 22 contains 35869 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 25221 members 
Mstep: Class 25 contains 36917 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 91067 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 48729 members 
Mstep: Class 30 contains 11730 members 
Mstep: Class 31 contains 26121 members 
Mstep: Class 32 contains 9040 members 
Mstep: Class 33 contains 4329 members 
Mstep: Class 35 contains 5385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139109184.000000 Penalty: 118650.367188
Iteration 60F: 35 clusters Score -1.391092e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 76919 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 14172 members 
Mstep: Class 7 contains 134301 members 
Mstep: Class 8 contains 210944 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 39814 members 
Mstep: Class 11 contains 16842 members 
Mstep: Class 12 contains 15914 members 
Mstep: Class 13 contains 13689 members 
Mstep: Class 14 contains 49934 members 
Mstep: Class 15 contains 20744 members 
Mstep: Class 16 contains 20213 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 144600 members 
Mstep: Class 20 contains 11526 members 
Mstep: Class 21 contains 58756 members 
Mstep: Class 22 contains 36057 members 
Mstep: Class 23 contains 12195 members 
Mstep: Class 24 contains 25296 members 
Mstep: Class 25 contains 36952 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 90717 members 
Mstep: Class 28 contains 1788 members 
Mstep: Class 29 contains 48706 members 
Mstep: Class 30 contains 11747 members 
Mstep: Class 31 contains 26334 members 
Mstep: Class 32 contains 9066 members 
Mstep: Class 33 contains 4294 members 
Mstep: Class 35 contains 5292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139111632.000000 Penalty: 118650.367188
Iteration 61Q: 35 clusters Score -1.391116e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 112329 members 
Mstep: Class 2 contains 13754 members 
Mstep: Class 3 contains 76638 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 14278 members 
Mstep: Class 7 contains 133949 members 
Mstep: Class 8 contains 211321 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 39619 members 
Mstep: Class 11 contains 16829 members 
Mstep: Class 12 contains 15877 members 
Mstep: Class 13 contains 13755 members 
Mstep: Class 14 contains 49884 members 
Mstep: Class 15 contains 20579 members 
Mstep: Class 16 contains 20216 members 
Mstep: Class 17 contains 2816 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 144532 members 
Mstep: Class 20 contains 11497 members 
Mstep: Class 21 contains 59110 members 
Mstep: Class 22 contains 36245 members 
Mstep: Class 23 contains 12219 members 
Mstep: Class 24 contains 25273 members 
Mstep: Class 25 contains 37009 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 90402 members 
Mstep: Class 28 contains 1791 members 
Mstep: Class 29 contains 48683 members 
Mstep: Class 30 contains 11756 members 
Mstep: Class 31 contains 26617 members 
Mstep: Class 32 contains 9105 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 35 contains 5259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139115392.000000 Penalty: 118650.367188
Iteration 62Q: 35 clusters Score -1.391154e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 112207 members 
Mstep: Class 2 contains 13864 members 
Mstep: Class 3 contains 76360 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 14173 members 
Mstep: Class 7 contains 133625 members 
Mstep: Class 8 contains 211743 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 39359 members 
Mstep: Class 11 contains 16804 members 
Mstep: Class 12 contains 15831 members 
Mstep: Class 13 contains 13822 members 
Mstep: Class 14 contains 49827 members 
Mstep: Class 15 contains 20422 members 
Mstep: Class 16 contains 20244 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 9318 members 
Mstep: Class 19 contains 144489 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 59408 members 
Mstep: Class 22 contains 36379 members 
Mstep: Class 23 contains 12207 members 
Mstep: Class 24 contains 25180 members 
Mstep: Class 25 contains 37097 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 90114 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48654 members 
Mstep: Class 30 contains 11765 members 
Mstep: Class 31 contains 26971 members 
Mstep: Class 32 contains 9121 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 35 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139116672.000000 Penalty: 118650.367188
Iteration 63Q: 35 clusters Score -1.391167e+08 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 112108 members 
Mstep: Class 2 contains 13962 members 
Mstep: Class 3 contains 76090 members 
Mstep: Class 4 contains 9437 members 
Mstep: Class 5 contains 5535 members 
Mstep: Class 6 contains 14057 members 
Mstep: Class 7 contains 133361 members 
Mstep: Class 8 contains 212151 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 39120 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 15794 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 49782 members 
Mstep: Class 15 contains 20280 members 
Mstep: Class 16 contains 20265 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 9422 members 
Mstep: Class 19 contains 144449 members 
Mstep: Class 20 contains 11448 members 
Mstep: Class 21 contains 59633 members 
Mstep: Class 22 contains 36512 members 
Mstep: Class 23 contains 12159 members 
Mstep: Class 24 contains 25116 members 
Mstep: Class 25 contains 37185 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 89874 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48639 members 
Mstep: Class 30 contains 11766 members 
Mstep: Class 31 contains 27307 members 
Mstep: Class 32 contains 9150 members 
Mstep: Class 33 contains 4721 members 
Mstep: Class 35 contains 5171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139117392.000000 Penalty: 118650.367188
Iteration 64Q: 35 clusters Score -1.391174e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 112035 members 
Mstep: Class 2 contains 14047 members 
Mstep: Class 3 contains 75845 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 13964 members 
Mstep: Class 7 contains 133118 members 
Mstep: Class 8 contains 212499 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38957 members 
Mstep: Class 11 contains 16771 members 
Mstep: Class 12 contains 15753 members 
Mstep: Class 13 contains 13986 members 
Mstep: Class 14 contains 49750 members 
Mstep: Class 15 contains 20157 members 
Mstep: Class 16 contains 20272 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 9544 members 
Mstep: Class 19 contains 144411 members 
Mstep: Class 20 contains 11412 members 
Mstep: Class 21 contains 59855 members 
Mstep: Class 22 contains 36635 members 
Mstep: Class 23 contains 12114 members 
Mstep: Class 24 contains 24995 members 
Mstep: Class 25 contains 37254 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 89682 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48641 members 
Mstep: Class 30 contains 11767 members 
Mstep: Class 31 contains 27615 members 
Mstep: Class 32 contains 9186 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 35 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139117712.000000 Penalty: 118650.367188
Iteration 65Q: 35 clusters Score -1.391177e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111966 members 
Mstep: Class 2 contains 14128 members 
Mstep: Class 3 contains 75611 members 
Mstep: Class 4 contains 9491 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 13887 members 
Mstep: Class 7 contains 132916 members 
Mstep: Class 8 contains 212815 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38814 members 
Mstep: Class 11 contains 16750 members 
Mstep: Class 12 contains 15715 members 
Mstep: Class 13 contains 14075 members 
Mstep: Class 14 contains 49722 members 
Mstep: Class 15 contains 20047 members 
Mstep: Class 16 contains 20296 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 9695 members 
Mstep: Class 19 contains 144374 members 
Mstep: Class 20 contains 11363 members 
Mstep: Class 21 contains 60078 members 
Mstep: Class 22 contains 36739 members 
Mstep: Class 23 contains 12084 members 
Mstep: Class 24 contains 24832 members 
Mstep: Class 25 contains 37296 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 89488 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48651 members 
Mstep: Class 30 contains 11773 members 
Mstep: Class 31 contains 27890 members 
Mstep: Class 32 contains 9217 members 
Mstep: Class 33 contains 4894 members 
Mstep: Class 35 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139118032.000000 Penalty: 118650.367188
Iteration 66Q: 35 clusters Score -1.39118e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111909 members 
Mstep: Class 2 contains 14192 members 
Mstep: Class 3 contains 75382 members 
Mstep: Class 4 contains 9510 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 132743 members 
Mstep: Class 8 contains 213102 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38677 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 15688 members 
Mstep: Class 13 contains 14172 members 
Mstep: Class 14 contains 49684 members 
Mstep: Class 15 contains 19958 members 
Mstep: Class 16 contains 20320 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 9874 members 
Mstep: Class 19 contains 144345 members 
Mstep: Class 20 contains 11327 members 
Mstep: Class 21 contains 60268 members 
Mstep: Class 22 contains 36858 members 
Mstep: Class 23 contains 12057 members 
Mstep: Class 24 contains 24672 members 
Mstep: Class 25 contains 37311 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 89289 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48664 members 
Mstep: Class 30 contains 11780 members 
Mstep: Class 31 contains 28137 members 
Mstep: Class 32 contains 9247 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 35 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139118224.000000 Penalty: 118650.367188
Iteration 67Q: 35 clusters Score -1.391182e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111873 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 75182 members 
Mstep: Class 4 contains 9529 members 
Mstep: Class 5 contains 5613 members 
Mstep: Class 6 contains 13785 members 
Mstep: Class 7 contains 132612 members 
Mstep: Class 8 contains 213386 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38544 members 
Mstep: Class 11 contains 16693 members 
Mstep: Class 12 contains 15658 members 
Mstep: Class 13 contains 14243 members 
Mstep: Class 14 contains 49668 members 
Mstep: Class 15 contains 19890 members 
Mstep: Class 16 contains 20339 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 10086 members 
Mstep: Class 19 contains 144304 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 60395 members 
Mstep: Class 22 contains 36944 members 
Mstep: Class 23 contains 12021 members 
Mstep: Class 24 contains 24524 members 
Mstep: Class 25 contains 37333 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 89102 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48680 members 
Mstep: Class 30 contains 11782 members 
Mstep: Class 31 contains 28321 members 
Mstep: Class 32 contains 9278 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 35 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139118400.000000 Penalty: 118650.367188
Iteration 68Q: 35 clusters Score -1.391184e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111838 members 
Mstep: Class 2 contains 14305 members 
Mstep: Class 3 contains 75009 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 5630 members 
Mstep: Class 6 contains 13740 members 
Mstep: Class 7 contains 132515 members 
Mstep: Class 8 contains 213619 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38414 members 
Mstep: Class 11 contains 16670 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 14296 members 
Mstep: Class 14 contains 49646 members 
Mstep: Class 15 contains 19815 members 
Mstep: Class 16 contains 20356 members 
Mstep: Class 17 contains 2498 members 
Mstep: Class 18 contains 10301 members 
Mstep: Class 19 contains 144264 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 60534 members 
Mstep: Class 22 contains 37030 members 
Mstep: Class 23 contains 11976 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 37348 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 88924 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48710 members 
Mstep: Class 30 contains 11784 members 
Mstep: Class 31 contains 28473 members 
Mstep: Class 32 contains 9315 members 
Mstep: Class 33 contains 4954 members 
Mstep: Class 35 contains 5061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139118320.000000 Penalty: 118650.367188
Iteration 69Q: 35 clusters Score -1.391183e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111791 members 
Mstep: Class 2 contains 14337 members 
Mstep: Class 3 contains 74843 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 5654 members 
Mstep: Class 6 contains 13697 members 
Mstep: Class 7 contains 132437 members 
Mstep: Class 8 contains 213833 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38339 members 
Mstep: Class 11 contains 16649 members 
Mstep: Class 12 contains 15618 members 
Mstep: Class 13 contains 14347 members 
Mstep: Class 14 contains 49628 members 
Mstep: Class 15 contains 19737 members 
Mstep: Class 16 contains 20371 members 
Mstep: Class 17 contains 2468 members 
Mstep: Class 18 contains 10459 members 
Mstep: Class 19 contains 144236 members 
Mstep: Class 20 contains 11300 members 
Mstep: Class 21 contains 60669 members 
Mstep: Class 22 contains 37103 members 
Mstep: Class 23 contains 11928 members 
Mstep: Class 24 contains 24238 members 
Mstep: Class 25 contains 37336 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 88760 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48753 members 
Mstep: Class 30 contains 11797 members 
Mstep: Class 31 contains 28619 members 
Mstep: Class 32 contains 9354 members 
Mstep: Class 33 contains 4957 members 
Mstep: Class 35 contains 5046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139118656.000000 Penalty: 118650.367188
Iteration 70Q: 35 clusters Score -1.391187e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 14382 members 
Mstep: Class 3 contains 74693 members 
Mstep: Class 4 contains 9629 members 
Mstep: Class 5 contains 5677 members 
Mstep: Class 6 contains 13655 members 
Mstep: Class 7 contains 132377 members 
Mstep: Class 8 contains 214001 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38310 members 
Mstep: Class 11 contains 16637 members 
Mstep: Class 12 contains 15598 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 49609 members 
Mstep: Class 15 contains 19654 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 2435 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 144219 members 
Mstep: Class 20 contains 11286 members 
Mstep: Class 21 contains 60822 members 
Mstep: Class 22 contains 37181 members 
Mstep: Class 23 contains 11886 members 
Mstep: Class 24 contains 24122 members 
Mstep: Class 25 contains 37314 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 88602 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48816 members 
Mstep: Class 30 contains 11803 members 
Mstep: Class 31 contains 28763 members 
Mstep: Class 32 contains 9398 members 
Mstep: Class 33 contains 4957 members 
Mstep: Class 35 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139118640.000000 Penalty: 118650.367188
Iteration 71Q: 35 clusters Score -1.391186e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 14407 members 
Mstep: Class 3 contains 74559 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 13620 members 
Mstep: Class 7 contains 132335 members 
Mstep: Class 8 contains 214140 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38263 members 
Mstep: Class 11 contains 16627 members 
Mstep: Class 12 contains 15592 members 
Mstep: Class 13 contains 14423 members 
Mstep: Class 14 contains 49594 members 
Mstep: Class 15 contains 19579 members 
Mstep: Class 16 contains 20397 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 10593 members 
Mstep: Class 19 contains 144207 members 
Mstep: Class 20 contains 11264 members 
Mstep: Class 21 contains 60964 members 
Mstep: Class 22 contains 37256 members 
Mstep: Class 23 contains 11863 members 
Mstep: Class 24 contains 24028 members 
Mstep: Class 25 contains 37281 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 88461 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48875 members 
Mstep: Class 30 contains 11805 members 
Mstep: Class 31 contains 28871 members 
Mstep: Class 32 contains 9436 members 
Mstep: Class 33 contains 4961 members 
Mstep: Class 35 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139118912.000000 Penalty: 118650.367188
Iteration 72Q: 35 clusters Score -1.391189e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 14426 members 
Mstep: Class 3 contains 74422 members 
Mstep: Class 4 contains 9687 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 13583 members 
Mstep: Class 7 contains 132299 members 
Mstep: Class 8 contains 214253 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38256 members 
Mstep: Class 11 contains 16612 members 
Mstep: Class 12 contains 15593 members 
Mstep: Class 13 contains 14452 members 
Mstep: Class 14 contains 49582 members 
Mstep: Class 15 contains 19519 members 
Mstep: Class 16 contains 20423 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 10657 members 
Mstep: Class 19 contains 144190 members 
Mstep: Class 20 contains 11238 members 
Mstep: Class 21 contains 61098 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 11842 members 
Mstep: Class 24 contains 23932 members 
Mstep: Class 25 contains 37249 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 88309 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48933 members 
Mstep: Class 30 contains 11807 members 
Mstep: Class 31 contains 28966 members 
Mstep: Class 32 contains 9477 members 
Mstep: Class 33 contains 4965 members 
Mstep: Class 35 contains 5012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139119456.000000 Penalty: 118650.367188
Iteration 73Q: 35 clusters Score -1.391195e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111688 members 
Mstep: Class 2 contains 14442 members 
Mstep: Class 3 contains 74317 members 
Mstep: Class 4 contains 9727 members 
Mstep: Class 5 contains 5733 members 
Mstep: Class 6 contains 13551 members 
Mstep: Class 7 contains 132262 members 
Mstep: Class 8 contains 214342 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38262 members 
Mstep: Class 11 contains 16603 members 
Mstep: Class 12 contains 15603 members 
Mstep: Class 13 contains 14484 members 
Mstep: Class 14 contains 49572 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 20443 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 18 contains 10699 members 
Mstep: Class 19 contains 144163 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 21 contains 61230 members 
Mstep: Class 22 contains 37398 members 
Mstep: Class 23 contains 11793 members 
Mstep: Class 24 contains 23855 members 
Mstep: Class 25 contains 37235 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 88148 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 48973 members 
Mstep: Class 30 contains 11802 members 
Mstep: Class 31 contains 29051 members 
Mstep: Class 32 contains 9510 members 
Mstep: Class 33 contains 4972 members 
Mstep: Class 35 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139119264.000000 Penalty: 118650.367188
Iteration 74Q: 35 clusters Score -1.391193e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 14459 members 
Mstep: Class 3 contains 74214 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 13513 members 
Mstep: Class 7 contains 132228 members 
Mstep: Class 8 contains 214418 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38287 members 
Mstep: Class 11 contains 16600 members 
Mstep: Class 12 contains 15610 members 
Mstep: Class 13 contains 14510 members 
Mstep: Class 14 contains 49562 members 
Mstep: Class 15 contains 19400 members 
Mstep: Class 16 contains 20478 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 144145 members 
Mstep: Class 20 contains 11203 members 
Mstep: Class 21 contains 61348 members 
Mstep: Class 22 contains 37480 members 
Mstep: Class 23 contains 11734 members 
Mstep: Class 24 contains 23770 members 
Mstep: Class 25 contains 37198 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 88009 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49012 members 
Mstep: Class 30 contains 11805 members 
Mstep: Class 31 contains 29146 members 
Mstep: Class 32 contains 9548 members 
Mstep: Class 33 contains 4976 members 
Mstep: Class 35 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139119152.000000 Penalty: 118650.367188
Iteration 75Q: 35 clusters Score -1.391192e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 74115 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 13476 members 
Mstep: Class 7 contains 132209 members 
Mstep: Class 8 contains 214495 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38299 members 
Mstep: Class 11 contains 16596 members 
Mstep: Class 12 contains 15617 members 
Mstep: Class 13 contains 14533 members 
Mstep: Class 14 contains 49549 members 
Mstep: Class 15 contains 19350 members 
Mstep: Class 16 contains 20501 members 
Mstep: Class 17 contains 2308 members 
Mstep: Class 18 contains 10747 members 
Mstep: Class 19 contains 144119 members 
Mstep: Class 20 contains 11192 members 
Mstep: Class 21 contains 61495 members 
Mstep: Class 22 contains 37537 members 
Mstep: Class 23 contains 11644 members 
Mstep: Class 24 contains 23679 members 
Mstep: Class 25 contains 37186 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87896 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49052 members 
Mstep: Class 30 contains 11806 members 
Mstep: Class 31 contains 29219 members 
Mstep: Class 32 contains 9582 members 
Mstep: Class 33 contains 4978 members 
Mstep: Class 35 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139119616.000000 Penalty: 118650.367188
Iteration 76Q: 35 clusters Score -1.391196e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111687 members 
Mstep: Class 2 contains 14480 members 
Mstep: Class 3 contains 74027 members 
Mstep: Class 4 contains 9819 members 
Mstep: Class 5 contains 5766 members 
Mstep: Class 6 contains 13446 members 
Mstep: Class 7 contains 132177 members 
Mstep: Class 8 contains 214585 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38292 members 
Mstep: Class 11 contains 16583 members 
Mstep: Class 12 contains 15622 members 
Mstep: Class 13 contains 14567 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 19316 members 
Mstep: Class 16 contains 20518 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 18 contains 10773 members 
Mstep: Class 19 contains 144092 members 
Mstep: Class 20 contains 11172 members 
Mstep: Class 21 contains 61587 members 
Mstep: Class 22 contains 37600 members 
Mstep: Class 23 contains 11583 members 
Mstep: Class 24 contains 23623 members 
Mstep: Class 25 contains 37181 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87785 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49083 members 
Mstep: Class 30 contains 11808 members 
Mstep: Class 31 contains 29288 members 
Mstep: Class 32 contains 9613 members 
Mstep: Class 33 contains 4978 members 
Mstep: Class 35 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139119936.000000 Penalty: 118650.367188
Iteration 77Q: 35 clusters Score -1.391199e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 73956 members 
Mstep: Class 4 contains 9856 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 13411 members 
Mstep: Class 7 contains 132148 members 
Mstep: Class 8 contains 214660 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38280 members 
Mstep: Class 11 contains 16574 members 
Mstep: Class 12 contains 15626 members 
Mstep: Class 13 contains 14602 members 
Mstep: Class 14 contains 49537 members 
Mstep: Class 15 contains 19297 members 
Mstep: Class 16 contains 20537 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 10789 members 
Mstep: Class 19 contains 144073 members 
Mstep: Class 20 contains 11143 members 
Mstep: Class 21 contains 61668 members 
Mstep: Class 22 contains 37647 members 
Mstep: Class 23 contains 11535 members 
Mstep: Class 24 contains 23570 members 
Mstep: Class 25 contains 37145 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87697 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49101 members 
Mstep: Class 30 contains 11810 members 
Mstep: Class 31 contains 29337 members 
Mstep: Class 32 contains 9652 members 
Mstep: Class 33 contains 4979 members 
Mstep: Class 35 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139120528.000000 Penalty: 118650.367188
Iteration 78Q: 35 clusters Score -1.391205e+08 nChanged 995
Entering ConstructFrom: 
Score: -139120528.000000 Penalty: 118650.367188
Entering ConstructFrom: 
Trying to split cluster 1 (111683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111683 members 
Entering Unmasked Estep 
Score: -12564708.000000 Penalty: 2882.608154
	Iteration 0F: 2 clusters Score -1.256471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -12490237.000000 Penalty: 5765.216309
	Iteration 0F: 3 clusters Score -1.249024e+07 nChanged 52966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -12521090.000000 Penalty: 5765.216309
	Iteration 1F: 3 clusters Score -1.252109e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -12522394.000000 Penalty: 5765.216309
	Iteration 2Q: 3 clusters Score -1.252239e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -12524216.000000 Penalty: 5765.216309
	Iteration 3Q: 3 clusters Score -1.252422e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -12526504.000000 Penalty: 5765.216309
	Iteration 4Q: 3 clusters Score -1.25265e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -12529827.000000 Penalty: 5765.216309
	Iteration 5F: 3 clusters Score -1.252983e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -12534148.000000 Penalty: 5765.216309
	Iteration 6F: 3 clusters Score -1.253415e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -12539802.000000 Penalty: 5765.216309
	Iteration 7F: 3 clusters Score -1.25398e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -12545994.000000 Penalty: 5765.216309
	Iteration 8F: 3 clusters Score -1.254599e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -12551208.000000 Penalty: 5765.216309
	Iteration 9F: 3 clusters Score -1.255121e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -12554850.000000 Penalty: 5765.216309
	Iteration 10Q: 3 clusters Score -1.255485e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -12557169.000000 Penalty: 5765.216309
	Iteration 11Q: 3 clusters Score -1.255717e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -12558731.000000 Penalty: 5765.216309
	Iteration 12Q: 3 clusters Score -1.255873e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98787 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -12559889.000000 Penalty: 5765.216309
	Iteration 13Q: 3 clusters Score -1.255989e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -12560741.000000 Penalty: 5765.216309
	Iteration 14Q: 3 clusters Score -1.256074e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101989 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -12561307.000000 Penalty: 5765.216309
	Iteration 15Q: 3 clusters Score -1.256131e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -12561783.000000 Penalty: 5765.216309
	Iteration 16Q: 3 clusters Score -1.256178e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -12562230.000000 Penalty: 5765.216309
	Iteration 17Q: 3 clusters Score -1.256223e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -12562471.000000 Penalty: 5765.216309
	Iteration 18Q: 3 clusters Score -1.256247e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -12562719.000000 Penalty: 5765.216309
	Iteration 19Q: 3 clusters Score -1.256272e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -12562919.000000 Penalty: 5765.216309
	Iteration 20F: 3 clusters Score -1.256292e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106599 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -12563014.000000 Penalty: 5765.216309
	Iteration 21Q: 3 clusters Score -1.256301e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -12563096.000000 Penalty: 5765.216309
	Iteration 22Q: 3 clusters Score -1.25631e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107214 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -12563238.000000 Penalty: 5765.216309
	Iteration 23Q: 3 clusters Score -1.256324e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107427 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -12563258.000000 Penalty: 5765.216309
	Iteration 24Q: 3 clusters Score -1.256326e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107602 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -12563256.000000 Penalty: 5765.216309
	Iteration 25Q: 3 clusters Score -1.256326e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -12563261.000000 Penalty: 5765.216309
	Iteration 26Q: 3 clusters Score -1.256326e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -12563285.000000 Penalty: 5765.216309
	Iteration 27Q: 3 clusters Score -1.256328e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -12563291.000000 Penalty: 5765.216309
	Iteration 28Q: 3 clusters Score -1.256329e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108074 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -12563341.000000 Penalty: 5765.216309
	Iteration 29Q: 3 clusters Score -1.256334e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -12563369.000000 Penalty: 5765.216309
	Iteration 30Q: 3 clusters Score -1.256337e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108212 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -12563373.000000 Penalty: 5765.216309
	Iteration 31Q: 3 clusters Score -1.256337e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -12563358.000000 Penalty: 5765.216309
	Iteration 32Q: 3 clusters Score -1.256336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -12563355.000000 Penalty: 5765.216309
	Iteration 33Q: 3 clusters Score -1.256336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108332 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -12563372.000000 Penalty: 5765.216309
	Iteration 34Q: 3 clusters Score -1.256337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -12563369.000000 Penalty: 5765.216309
	Iteration 35Q: 3 clusters Score -1.256337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -12563378.000000 Penalty: 5765.216309
	Iteration 36Q: 3 clusters Score -1.256338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -12563383.000000 Penalty: 5765.216309
	Iteration 37Q: 3 clusters Score -1.256338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -12563366.000000 Penalty: 5765.216309
	Iteration 38Q: 3 clusters Score -1.256337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108463 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -12563384.000000 Penalty: 5765.216309
	Iteration 39Q: 3 clusters Score -1.256338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108471 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -12563383.000000 Penalty: 5765.216309
	Iteration 40F: 3 clusters Score -1.256338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -12563395.000000 Penalty: 5765.216309
	Iteration 41Q: 3 clusters Score -1.25634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -12563407.000000 Penalty: 5765.216309
	Iteration 42Q: 3 clusters Score -1.256341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -12563417.000000 Penalty: 5765.216309
	Iteration 43Q: 3 clusters Score -1.256342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -12563420.000000 Penalty: 5765.216309
	Iteration 44Q: 3 clusters Score -1.256342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -12563426.000000 Penalty: 5765.216309
	Iteration 45Q: 3 clusters Score -1.256343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -12563412.000000 Penalty: 5765.216309
	Iteration 46Q: 3 clusters Score -1.256341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -12563413.000000 Penalty: 5765.216309
	Iteration 47Q: 3 clusters Score -1.256341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -12563409.000000 Penalty: 5765.216309
	Iteration 48Q: 3 clusters Score -1.256341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -12563412.000000 Penalty: 5765.216309
	Iteration 49Q: 3 clusters Score -1.256341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -12563418.000000 Penalty: 5765.216309
	Iteration 50Q: 3 clusters Score -1.256342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -12563423.000000 Penalty: 5765.216309
	Iteration 51Q: 3 clusters Score -1.256342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108611 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -12563439.000000 Penalty: 5765.216309
	Iteration 52Q: 3 clusters Score -1.256344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -12563439.000000 Penalty: 5765.216309
	Iteration 53Q: 3 clusters Score -1.256344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -12563432.000000 Penalty: 5765.216309
	Iteration 54Q: 3 clusters Score -1.256343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -12563432.000000 Penalty: 5765.216309
	Iteration 55Q: 3 clusters Score -1.256343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -12563431.000000 Penalty: 5765.216309
	Iteration 56Q: 3 clusters Score -1.256343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108627 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -12563431.000000 Penalty: 5765.216309
	Iteration 57Q: 3 clusters Score -1.256343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -12563421.000000 Penalty: 5765.216309
	Iteration 58Q: 3 clusters Score -1.256342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -12563427.000000 Penalty: 5765.216309
	Iteration 59Q: 3 clusters Score -1.256343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -12563427.000000 Penalty: 5765.216309
	Iteration 60F: 3 clusters Score -1.256343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Entering Unmasked Estep 
Score: -1585434.375000 Penalty: 2376.500244
	Iteration 0F: 2 clusters Score -1585434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1574880.750000 Penalty: 4753.000488
	Iteration 0F: 3 clusters Score -1574881 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1578274.000000 Penalty: 4753.000488
	Iteration 1F: 3 clusters Score -1578274 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1578825.375000 Penalty: 4753.000488
	Iteration 2F: 3 clusters Score -1578825 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1579404.375000 Penalty: 4753.000488
	Iteration 3F: 3 clusters Score -1579404 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1580078.125000 Penalty: 4753.000488
	Iteration 4F: 3 clusters Score -1580078 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1580907.375000 Penalty: 4753.000488
	Iteration 5F: 3 clusters Score -1580907 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1581720.500000 Penalty: 4753.000488
	Iteration 6F: 3 clusters Score -1581720 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1582349.875000 Penalty: 4753.000488
	Iteration 7F: 3 clusters Score -1582350 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1582814.625000 Penalty: 4753.000488
	Iteration 8Q: 3 clusters Score -1582815 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1583166.500000 Penalty: 4753.000488
	Iteration 9Q: 3 clusters Score -1583166 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1583450.625000 Penalty: 4753.000488
	Iteration 10Q: 3 clusters Score -1583451 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1583679.625000 Penalty: 4753.000488
	Iteration 11Q: 3 clusters Score -1583680 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1583856.125000 Penalty: 4753.000488
	Iteration 12Q: 3 clusters Score -1583856 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1583977.500000 Penalty: 4753.000488
	Iteration 13Q: 3 clusters Score -1583978 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1584076.125000 Penalty: 4753.000488
	Iteration 14Q: 3 clusters Score -1584076 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1584144.500000 Penalty: 4753.000488
	Iteration 15Q: 3 clusters Score -1584144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1584207.500000 Penalty: 4753.000488
	Iteration 16Q: 3 clusters Score -1584208 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1584265.375000 Penalty: 4753.000488
	Iteration 17Q: 3 clusters Score -1584265 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1584321.375000 Penalty: 4753.000488
	Iteration 18Q: 3 clusters Score -1584321 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1584372.875000 Penalty: 4753.000488
	Iteration 19Q: 3 clusters Score -1584373 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1584430.875000 Penalty: 4753.000488
	Iteration 20F: 3 clusters Score -1584431 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1584518.625000 Penalty: 4753.000488
	Iteration 21Q: 3 clusters Score -1584519 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1584648.000000 Penalty: 4753.000488
	Iteration 22Q: 3 clusters Score -1584648 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1584848.250000 Penalty: 4753.000488
	Iteration 23Q: 3 clusters Score -1584848 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1585022.625000 Penalty: 4753.000488
	Iteration 24Q: 3 clusters Score -1585023 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1585107.250000 Penalty: 4753.000488
	Iteration 25Q: 3 clusters Score -1585107 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1585140.000000 Penalty: 4753.000488
	Iteration 26Q: 3 clusters Score -1585140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1585161.375000 Penalty: 4753.000488
	Iteration 27Q: 3 clusters Score -1585161 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1585180.875000 Penalty: 4753.000488
	Iteration 28Q: 3 clusters Score -1585181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1585193.625000 Penalty: 4753.000488
	Iteration 29Q: 3 clusters Score -1585194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1585206.875000 Penalty: 4753.000488
	Iteration 30Q: 3 clusters Score -1585207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1585218.750000 Penalty: 4753.000488
	Iteration 31Q: 3 clusters Score -1585219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1585229.125000 Penalty: 4753.000488
	Iteration 32Q: 3 clusters Score -1585229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1585229.375000 Penalty: 4753.000488
	Iteration 33Q: 3 clusters Score -1585229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1585231.125000 Penalty: 4753.000488
	Iteration 34Q: 3 clusters Score -1585231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1585238.250000 Penalty: 4753.000488
	Iteration 35Q: 3 clusters Score -1585238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1585245.125000 Penalty: 4753.000488
	Iteration 36Q: 3 clusters Score -1585245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1585249.750000 Penalty: 4753.000488
	Iteration 37Q: 3 clusters Score -1585250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1585259.000000 Penalty: 4753.000488
	Iteration 38Q: 3 clusters Score -1585259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1585265.000000 Penalty: 4753.000488
	Iteration 39Q: 3 clusters Score -1585265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1585267.000000 Penalty: 4753.000488
	Iteration 40F: 3 clusters Score -1585267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1585270.000000 Penalty: 4753.000488
	Iteration 41Q: 3 clusters Score -1585270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1585282.500000 Penalty: 4753.000488
	Iteration 42Q: 3 clusters Score -1585282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1585286.750000 Penalty: 4753.000488
	Iteration 43Q: 3 clusters Score -1585287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1585283.125000 Penalty: 4753.000488
	Iteration 44Q: 3 clusters Score -1585283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1585284.875000 Penalty: 4753.000488
	Iteration 45Q: 3 clusters Score -1585285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1585285.875000 Penalty: 4753.000488
	Iteration 46Q: 3 clusters Score -1585286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1585287.125000 Penalty: 4753.000488
	Iteration 47Q: 3 clusters Score -1585287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1585287.500000 Penalty: 4753.000488
	Iteration 48Q: 3 clusters Score -1585288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1585287.500000 Penalty: 4753.000488
	Iteration 49F: 3 clusters Score -1585288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (73897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Entering Unmasked Estep 
Score: -8334428.500000 Penalty: 2780.186035
	Iteration 0F: 2 clusters Score -8334428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -8284829.000000 Penalty: 5560.372070
	Iteration 0F: 3 clusters Score -8284829 nChanged 34781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -8305996.500000 Penalty: 5560.372070
	Iteration 1F: 3 clusters Score -8305996 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -8309303.000000 Penalty: 5560.372070
	Iteration 2F: 3 clusters Score -8309303 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -8314064.000000 Penalty: 5560.372070
	Iteration 3F: 3 clusters Score -8314064 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -8319269.000000 Penalty: 5560.372070
	Iteration 4F: 3 clusters Score -8319269 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -8323917.000000 Penalty: 5560.372070
	Iteration 5F: 3 clusters Score -8323917 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -8327475.000000 Penalty: 5560.372070
	Iteration 6F: 3 clusters Score -8327475 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -8329964.500000 Penalty: 5560.372070
	Iteration 7F: 3 clusters Score -8329964 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -8331742.000000 Penalty: 5560.372070
	Iteration 8Q: 3 clusters Score -8331742 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -8333145.000000 Penalty: 5560.372070
	Iteration 9Q: 3 clusters Score -8333145 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -8334353.000000 Penalty: 5560.372070
	Iteration 10Q: 3 clusters Score -8334353 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -8335454.000000 Penalty: 5560.372070
	Iteration 11Q: 3 clusters Score -8335454 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -8336549.000000 Penalty: 5560.372070
	Iteration 12Q: 3 clusters Score -8336549 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -8337589.000000 Penalty: 5560.372070
	Iteration 13Q: 3 clusters Score -8337589 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -8338427.500000 Penalty: 5560.372070
	Iteration 14Q: 3 clusters Score -8338428 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -8339034.000000 Penalty: 5560.372070
	Iteration 15Q: 3 clusters Score -8339034 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -8339480.000000 Penalty: 5560.372070
	Iteration 16Q: 3 clusters Score -8339480 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -8339757.500000 Penalty: 5560.372070
	Iteration 17Q: 3 clusters Score -8339758 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -8339899.000000 Penalty: 5560.372070
	Iteration 18Q: 3 clusters Score -8339899 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -8339990.500000 Penalty: 5560.372070
	Iteration 19Q: 3 clusters Score -8339990 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -8340068.000000 Penalty: 5560.372070
	Iteration 20F: 3 clusters Score -8340068 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -8340085.500000 Penalty: 5560.372070
	Iteration 21Q: 3 clusters Score -8340086 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -8340086.000000 Penalty: 5560.372070
	Iteration 22Q: 3 clusters Score -8340086 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -8340073.000000 Penalty: 5560.372070
	Iteration 23Q: 3 clusters Score -8340073 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -8340096.500000 Penalty: 5560.372070
	Iteration 24Q: 3 clusters Score -8340096 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -8340113.500000 Penalty: 5560.372070
	Iteration 25Q: 3 clusters Score -8340114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -8340127.000000 Penalty: 5560.372070
	Iteration 26Q: 3 clusters Score -8340127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -8340132.500000 Penalty: 5560.372070
	Iteration 27Q: 3 clusters Score -8340132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -8340150.500000 Penalty: 5560.372070
	Iteration 28Q: 3 clusters Score -8340150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -8340136.500000 Penalty: 5560.372070
	Iteration 29Q: 3 clusters Score -8340136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -8340129.500000 Penalty: 5560.372070
	Iteration 30Q: 3 clusters Score -8340130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -8340118.500000 Penalty: 5560.372070
	Iteration 31Q: 3 clusters Score -8340118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -8340151.000000 Penalty: 5560.372070
	Iteration 32Q: 3 clusters Score -8340151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -8340157.500000 Penalty: 5560.372070
	Iteration 33Q: 3 clusters Score -8340158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -8340134.500000 Penalty: 5560.372070
	Iteration 34Q: 3 clusters Score -8340134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -8340135.000000 Penalty: 5560.372070
	Iteration 35Q: 3 clusters Score -8340135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -8340137.000000 Penalty: 5560.372070
	Iteration 36Q: 3 clusters Score -8340137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -8340148.500000 Penalty: 5560.372070
	Iteration 37Q: 3 clusters Score -8340148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -8340144.500000 Penalty: 5560.372070
	Iteration 38Q: 3 clusters Score -8340144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -8340140.500000 Penalty: 5560.372070
	Iteration 39Q: 3 clusters Score -8340140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -8340146.500000 Penalty: 5560.372070
	Iteration 40F: 3 clusters Score -8340146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -8340140.000000 Penalty: 5560.372070
	Iteration 41Q: 3 clusters Score -8340140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -8340145.000000 Penalty: 5560.372070
	Iteration 42Q: 3 clusters Score -8340145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -8340156.000000 Penalty: 5560.372070
	Iteration 43Q: 3 clusters Score -8340156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -8340155.500000 Penalty: 5560.372070
	Iteration 44Q: 3 clusters Score -8340156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -8340158.000000 Penalty: 5560.372070
	Iteration 45Q: 3 clusters Score -8340158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -8340158.000000 Penalty: 5560.372070
	Iteration 46F: 3 clusters Score -8340158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 9895 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 13387 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38275 members 
Mstep: Class 11 contains 16559 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Entering Unmasked Estep 
Score: -139126224.000000 Penalty: 122140.078125
Splitting cluster 3 changes total score from -139120528.000000 to -139126224.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 4 (9895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Entering Unmasked Estep 
Score: -1036679.812500 Penalty: 2281.546631
	Iteration 0F: 2 clusters Score -1036680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1029082.062500 Penalty: 4563.093262
	Iteration 0F: 3 clusters Score -1029082 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1031530.750000 Penalty: 4563.093262
	Iteration 1F: 3 clusters Score -1031531 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1031982.375000 Penalty: 4563.093262
	Iteration 2F: 3 clusters Score -1031982 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1032312.625000 Penalty: 4563.093262
	Iteration 3F: 3 clusters Score -1032313 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1032606.125000 Penalty: 4563.093262
	Iteration 4F: 3 clusters Score -1032606 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1032881.000000 Penalty: 4563.093262
	Iteration 5Q: 3 clusters Score -1032881 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1033177.562500 Penalty: 4563.093262
	Iteration 6Q: 3 clusters Score -1033178 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1033507.687500 Penalty: 4563.093262
	Iteration 7Q: 3 clusters Score -1033508 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1033883.625000 Penalty: 4563.093262
	Iteration 8Q: 3 clusters Score -1033884 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1034244.562500 Penalty: 4563.093262
	Iteration 9Q: 3 clusters Score -1034245 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1034562.375000 Penalty: 4563.093262
	Iteration 10Q: 3 clusters Score -1034562 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1034822.062500 Penalty: 4563.093262
	Iteration 11Q: 3 clusters Score -1034822 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1035013.625000 Penalty: 4563.093262
	Iteration 12Q: 3 clusters Score -1035014 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1035151.562500 Penalty: 4563.093262
	Iteration 13Q: 3 clusters Score -1035152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1035265.437500 Penalty: 4563.093262
	Iteration 14Q: 3 clusters Score -1035265 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1035389.437500 Penalty: 4563.093262
	Iteration 15Q: 3 clusters Score -1035389 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1035605.000000 Penalty: 4563.093262
	Iteration 16Q: 3 clusters Score -1035605 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1036043.812500 Penalty: 4563.093262
	Iteration 17Q: 3 clusters Score -1036044 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1036657.437500 Penalty: 4563.093262
	Iteration 18Q: 3 clusters Score -1036657 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1036858.500000 Penalty: 4563.093262
	Iteration 19Q: 3 clusters Score -1036858 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1036990.500000 Penalty: 4563.093262
	Iteration 20F: 3 clusters Score -1036990 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1037106.562500 Penalty: 4563.093262
	Iteration 21Q: 3 clusters Score -1037107 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1037248.062500 Penalty: 4563.093262
	Iteration 22Q: 3 clusters Score -1037248 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1037373.187500 Penalty: 4563.093262
	Iteration 23Q: 3 clusters Score -1037373 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1037494.000000 Penalty: 4563.093262
	Iteration 24Q: 3 clusters Score -1037494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1037589.625000 Penalty: 4563.093262
	Iteration 25Q: 3 clusters Score -1037590 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1037671.437500 Penalty: 4563.093262
	Iteration 26Q: 3 clusters Score -1037671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1037740.062500 Penalty: 4563.093262
	Iteration 27Q: 3 clusters Score -1037740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1037794.687500 Penalty: 4563.093262
	Iteration 28Q: 3 clusters Score -1037795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1037831.500000 Penalty: 4563.093262
	Iteration 29Q: 3 clusters Score -1037832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1037861.937500 Penalty: 4563.093262
	Iteration 30Q: 3 clusters Score -1037862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1037896.187500 Penalty: 4563.093262
	Iteration 31Q: 3 clusters Score -1037896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1037929.062500 Penalty: 4563.093262
	Iteration 32Q: 3 clusters Score -1037929 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1037956.500000 Penalty: 4563.093262
	Iteration 33Q: 3 clusters Score -1037956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1037988.875000 Penalty: 4563.093262
	Iteration 34Q: 3 clusters Score -1037989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1038013.062500 Penalty: 4563.093262
	Iteration 35Q: 3 clusters Score -1038013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1038046.562500 Penalty: 4563.093262
	Iteration 36Q: 3 clusters Score -1038047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1038079.750000 Penalty: 4563.093262
	Iteration 37Q: 3 clusters Score -1038080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1038113.750000 Penalty: 4563.093262
	Iteration 38Q: 3 clusters Score -1038114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1038150.500000 Penalty: 4563.093262
	Iteration 39Q: 3 clusters Score -1038150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1038276.000000 Penalty: 4563.093262
	Iteration 40F: 3 clusters Score -1038276 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1038426.625000 Penalty: 4563.093262
	Iteration 41Q: 3 clusters Score -1038427 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1038573.125000 Penalty: 4563.093262
	Iteration 42Q: 3 clusters Score -1038573 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1038744.375000 Penalty: 4563.093262
	Iteration 43Q: 3 clusters Score -1038744 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1038933.562500 Penalty: 4563.093262
	Iteration 44Q: 3 clusters Score -1038934 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1039112.375000 Penalty: 4563.093262
	Iteration 45Q: 3 clusters Score -1039112 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1039297.000000 Penalty: 4563.093262
	Iteration 46Q: 3 clusters Score -1039297 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1039528.500000 Penalty: 4563.093262
	Iteration 47Q: 3 clusters Score -1039528 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1039779.000000 Penalty: 4563.093262
	Iteration 48Q: 3 clusters Score -1039779 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1040049.562500 Penalty: 4563.093262
	Iteration 49Q: 3 clusters Score -1040050 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1040338.625000 Penalty: 4563.093262
	Iteration 50Q: 3 clusters Score -1040339 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1040573.875000 Penalty: 4563.093262
	Iteration 51Q: 3 clusters Score -1040574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1040839.875000 Penalty: 4563.093262
	Iteration 52Q: 3 clusters Score -1040840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1041131.812500 Penalty: 4563.093262
	Iteration 53Q: 3 clusters Score -1041132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1041501.500000 Penalty: 4563.093262
	Iteration 54Q: 3 clusters Score -1041502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1041928.062500 Penalty: 4563.093262
	Iteration 55Q: 3 clusters Score -1041928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1042538.750000 Penalty: 4563.093262
	Iteration 56Q: 3 clusters Score -1042539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1043269.687500 Penalty: 4563.093262
	Iteration 57Q: 3 clusters Score -1043270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1043616.562500 Penalty: 4563.093262
	Iteration 58Q: 3 clusters Score -1043617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1043699.062500 Penalty: 4563.093262
	Iteration 59Q: 3 clusters Score -1043699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1043699.437500 Penalty: 4563.093262
	Iteration 60F: 3 clusters Score -1043699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 13387 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38275 members 
Mstep: Class 11 contains 16559 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Entering Unmasked Estep 
Score: -139131552.000000 Penalty: 125629.796875
Splitting cluster 4 changes total score from -139120528.000000 to -139131552.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 5 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -573048.687500 Penalty: 2148.086670
	Iteration 0F: 2 clusters Score -573048.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -568098.062500 Penalty: 4296.173340
	Iteration 0F: 3 clusters Score -568098.1 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -569720.937500 Penalty: 4296.173340
	Iteration 1F: 3 clusters Score -569720.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -570440.000000 Penalty: 4296.173340
	Iteration 2F: 3 clusters Score -570440 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -571061.187500 Penalty: 4296.173340
	Iteration 3F: 3 clusters Score -571061.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -571468.687500 Penalty: 4296.173340
	Iteration 4F: 3 clusters Score -571468.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -571761.750000 Penalty: 4296.173340
	Iteration 5F: 3 clusters Score -571761.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -571930.750000 Penalty: 4296.173340
	Iteration 6Q: 3 clusters Score -571930.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -572034.375000 Penalty: 4296.173340
	Iteration 7Q: 3 clusters Score -572034.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -572121.250000 Penalty: 4296.173340
	Iteration 8Q: 3 clusters Score -572121.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -572203.875000 Penalty: 4296.173340
	Iteration 9Q: 3 clusters Score -572203.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -572296.312500 Penalty: 4296.173340
	Iteration 10Q: 3 clusters Score -572296.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -572378.625000 Penalty: 4296.173340
	Iteration 11Q: 3 clusters Score -572378.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -572441.312500 Penalty: 4296.173340
	Iteration 12Q: 3 clusters Score -572441.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -572495.875000 Penalty: 4296.173340
	Iteration 13Q: 3 clusters Score -572495.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -572547.625000 Penalty: 4296.173340
	Iteration 14Q: 3 clusters Score -572547.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -572586.125000 Penalty: 4296.173340
	Iteration 15Q: 3 clusters Score -572586.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -572612.562500 Penalty: 4296.173340
	Iteration 16Q: 3 clusters Score -572612.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -572650.437500 Penalty: 4296.173340
	Iteration 17Q: 3 clusters Score -572650.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -572678.687500 Penalty: 4296.173340
	Iteration 18Q: 3 clusters Score -572678.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -572705.937500 Penalty: 4296.173340
	Iteration 19Q: 3 clusters Score -572705.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -572728.625000 Penalty: 4296.173340
	Iteration 20F: 3 clusters Score -572728.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -572751.062500 Penalty: 4296.173340
	Iteration 21Q: 3 clusters Score -572751.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -572766.625000 Penalty: 4296.173340
	Iteration 22Q: 3 clusters Score -572766.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -572782.250000 Penalty: 4296.173340
	Iteration 23Q: 3 clusters Score -572782.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -572799.375000 Penalty: 4296.173340
	Iteration 24Q: 3 clusters Score -572799.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -572811.937500 Penalty: 4296.173340
	Iteration 25Q: 3 clusters Score -572811.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -572820.062500 Penalty: 4296.173340
	Iteration 26Q: 3 clusters Score -572820.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -572826.375000 Penalty: 4296.173340
	Iteration 27Q: 3 clusters Score -572826.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -572828.875000 Penalty: 4296.173340
	Iteration 28Q: 3 clusters Score -572828.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -572830.000000 Penalty: 4296.173340
	Iteration 29Q: 3 clusters Score -572830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -572832.750000 Penalty: 4296.173340
	Iteration 30Q: 3 clusters Score -572832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -572834.187500 Penalty: 4296.173340
	Iteration 31Q: 3 clusters Score -572834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -572836.562500 Penalty: 4296.173340
	Iteration 32Q: 3 clusters Score -572836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -572839.000000 Penalty: 4296.173340
	Iteration 33Q: 3 clusters Score -572839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -572839.250000 Penalty: 4296.173340
	Iteration 34Q: 3 clusters Score -572839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -572839.937500 Penalty: 4296.173340
	Iteration 35Q: 3 clusters Score -572839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -572840.062500 Penalty: 4296.173340
	Iteration 36Q: 3 clusters Score -572840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -572841.812500 Penalty: 4296.173340
	Iteration 37Q: 3 clusters Score -572841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -572843.312500 Penalty: 4296.173340
	Iteration 38Q: 3 clusters Score -572843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -572844.937500 Penalty: 4296.173340
	Iteration 39Q: 3 clusters Score -572844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -572845.187500 Penalty: 4296.173340
	Iteration 40F: 3 clusters Score -572845.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -572847.250000 Penalty: 4296.173340
	Iteration 41Q: 3 clusters Score -572847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -572846.500000 Penalty: 4296.173340
	Iteration 42Q: 3 clusters Score -572846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -572847.500000 Penalty: 4296.173340
	Iteration 43Q: 3 clusters Score -572847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -572847.687500 Penalty: 4296.173340
	Iteration 44Q: 3 clusters Score -572847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -572847.687500 Penalty: 4296.173340
	Iteration 45F: 3 clusters Score -572847.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Entering Unmasked Estep 
Score: -1419594.375000 Penalty: 2356.505615
	Iteration 0F: 2 clusters Score -1419594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1409800.875000 Penalty: 4713.011230
	Iteration 0F: 3 clusters Score -1409801 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1413237.375000 Penalty: 4713.011230
	Iteration 1F: 3 clusters Score -1413237 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1414456.250000 Penalty: 4713.011230
	Iteration 2F: 3 clusters Score -1414456 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1415930.500000 Penalty: 4713.011230
	Iteration 3F: 3 clusters Score -1415930 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1416966.375000 Penalty: 4713.011230
	Iteration 4F: 3 clusters Score -1416966 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1417545.875000 Penalty: 4713.011230
	Iteration 5F: 3 clusters Score -1417546 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1417868.250000 Penalty: 4713.011230
	Iteration 6Q: 3 clusters Score -1417868 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1418099.250000 Penalty: 4713.011230
	Iteration 7Q: 3 clusters Score -1418099 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1418333.125000 Penalty: 4713.011230
	Iteration 8Q: 3 clusters Score -1418333 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1418597.500000 Penalty: 4713.011230
	Iteration 9Q: 3 clusters Score -1418598 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1418974.625000 Penalty: 4713.011230
	Iteration 10Q: 3 clusters Score -1418975 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1419923.500000 Penalty: 4713.011230
	Iteration 11Q: 3 clusters Score -1419924 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1421267.375000 Penalty: 4713.011230
	Iteration 12Q: 3 clusters Score -1421267 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1421886.125000 Penalty: 4713.011230
	Iteration 13Q: 3 clusters Score -1421886 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1422103.875000 Penalty: 4713.011230
	Iteration 14Q: 3 clusters Score -1422104 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1422194.500000 Penalty: 4713.011230
	Iteration 15Q: 3 clusters Score -1422194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1422228.000000 Penalty: 4713.011230
	Iteration 16Q: 3 clusters Score -1422228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1422246.500000 Penalty: 4713.011230
	Iteration 17Q: 3 clusters Score -1422246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1422256.875000 Penalty: 4713.011230
	Iteration 18Q: 3 clusters Score -1422257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1422255.750000 Penalty: 4713.011230
	Iteration 19Q: 3 clusters Score -1422256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1422279.125000 Penalty: 4713.011230
	Iteration 20F: 3 clusters Score -1422279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1422283.750000 Penalty: 4713.011230
	Iteration 21Q: 3 clusters Score -1422284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1422297.625000 Penalty: 4713.011230
	Iteration 22Q: 3 clusters Score -1422298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1422303.125000 Penalty: 4713.011230
	Iteration 23Q: 3 clusters Score -1422303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1422306.000000 Penalty: 4713.011230
	Iteration 24Q: 3 clusters Score -1422306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1422308.875000 Penalty: 4713.011230
	Iteration 25Q: 3 clusters Score -1422309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1422315.875000 Penalty: 4713.011230
	Iteration 26Q: 3 clusters Score -1422316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1422317.250000 Penalty: 4713.011230
	Iteration 27Q: 3 clusters Score -1422317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1422323.000000 Penalty: 4713.011230
	Iteration 28Q: 3 clusters Score -1422323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1422326.750000 Penalty: 4713.011230
	Iteration 29Q: 3 clusters Score -1422327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1422333.250000 Penalty: 4713.011230
	Iteration 30Q: 3 clusters Score -1422333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1422335.750000 Penalty: 4713.011230
	Iteration 31Q: 3 clusters Score -1422336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1422337.875000 Penalty: 4713.011230
	Iteration 32Q: 3 clusters Score -1422338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1422337.750000 Penalty: 4713.011230
	Iteration 33Q: 3 clusters Score -1422338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1422338.125000 Penalty: 4713.011230
	Iteration 34Q: 3 clusters Score -1422338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1422338.500000 Penalty: 4713.011230
	Iteration 35Q: 3 clusters Score -1422338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1422338.500000 Penalty: 4713.011230
	Iteration 36F: 3 clusters Score -1422338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 38275 members 
Mstep: Class 11 contains 16559 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Entering Unmasked Estep 
Score: -139133936.000000 Penalty: 129119.515625
Splitting cluster 6 changes total score from -139120528.000000 to -139133936.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 7 (132122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132122 members 
Entering Unmasked Estep 
Score: -14871455.000000 Penalty: 2924.287354
	Iteration 0F: 2 clusters Score -1.487146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -14782741.000000 Penalty: 5848.574707
	Iteration 0F: 3 clusters Score -1.478274e+07 nChanged 63012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -14819046.000000 Penalty: 5848.574707
	Iteration 1F: 3 clusters Score -1.481905e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -14820211.000000 Penalty: 5848.574707
	Iteration 2Q: 3 clusters Score -1.482021e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -14821490.000000 Penalty: 5848.574707
	Iteration 3Q: 3 clusters Score -1.482149e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -14822955.000000 Penalty: 5848.574707
	Iteration 4Q: 3 clusters Score -1.482296e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -14824758.000000 Penalty: 5848.574707
	Iteration 5Q: 3 clusters Score -1.482476e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -14827075.000000 Penalty: 5848.574707
	Iteration 6Q: 3 clusters Score -1.482708e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -14829848.000000 Penalty: 5848.574707
	Iteration 7Q: 3 clusters Score -1.482985e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -14833219.000000 Penalty: 5848.574707
	Iteration 8Q: 3 clusters Score -1.483322e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -14837133.000000 Penalty: 5848.574707
	Iteration 9F: 3 clusters Score -1.483713e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -14841530.000000 Penalty: 5848.574707
	Iteration 10F: 3 clusters Score -1.484153e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -14846252.000000 Penalty: 5848.574707
	Iteration 11F: 3 clusters Score -1.484625e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -14850938.000000 Penalty: 5848.574707
	Iteration 12F: 3 clusters Score -1.485094e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 108881 members 
Entering Unmasked Estep 
Score: -14855567.000000 Penalty: 5848.574707
	Iteration 13F: 3 clusters Score -1.485557e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -14859779.000000 Penalty: 5848.574707
	Iteration 14Q: 3 clusters Score -1.485978e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 119667 members 
Entering Unmasked Estep 
Score: -14862853.000000 Penalty: 5848.574707
	Iteration 15Q: 3 clusters Score -1.486285e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -14865034.000000 Penalty: 5848.574707
	Iteration 16Q: 3 clusters Score -1.486503e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 125727 members 
Entering Unmasked Estep 
Score: -14866438.000000 Penalty: 5848.574707
	Iteration 17Q: 3 clusters Score -1.486644e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 127424 members 
Entering Unmasked Estep 
Score: -14867296.000000 Penalty: 5848.574707
	Iteration 18Q: 3 clusters Score -1.48673e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 128553 members 
Entering Unmasked Estep 
Score: -14867816.000000 Penalty: 5848.574707
	Iteration 19Q: 3 clusters Score -1.486782e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -14868173.000000 Penalty: 5848.574707
	Iteration 20F: 3 clusters Score -1.486817e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 129788 members 
Entering Unmasked Estep 
Score: -14868425.000000 Penalty: 5848.574707
	Iteration 21Q: 3 clusters Score -1.486842e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -14868599.000000 Penalty: 5848.574707
	Iteration 22Q: 3 clusters Score -1.48686e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 130330 members 
Entering Unmasked Estep 
Score: -14868735.000000 Penalty: 5848.574707
	Iteration 23Q: 3 clusters Score -1.486874e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 130465 members 
Entering Unmasked Estep 
Score: -14868811.000000 Penalty: 5848.574707
	Iteration 24Q: 3 clusters Score -1.486881e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 130554 members 
Entering Unmasked Estep 
Score: -14868871.000000 Penalty: 5848.574707
	Iteration 25Q: 3 clusters Score -1.486887e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 130620 members 
Entering Unmasked Estep 
Score: -14868889.000000 Penalty: 5848.574707
	Iteration 26Q: 3 clusters Score -1.486889e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 130674 members 
Entering Unmasked Estep 
Score: -14868923.000000 Penalty: 5848.574707
	Iteration 27Q: 3 clusters Score -1.486892e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -14868916.000000 Penalty: 5848.574707
	Iteration 28Q: 3 clusters Score -1.486892e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 130767 members 
Entering Unmasked Estep 
Score: -14868960.000000 Penalty: 5848.574707
	Iteration 29Q: 3 clusters Score -1.486896e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 130805 members 
Entering Unmasked Estep 
Score: -14868957.000000 Penalty: 5848.574707
	Iteration 30Q: 3 clusters Score -1.486896e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 130835 members 
Entering Unmasked Estep 
Score: -14868985.000000 Penalty: 5848.574707
	Iteration 31Q: 3 clusters Score -1.486898e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -14868999.000000 Penalty: 5848.574707
	Iteration 32Q: 3 clusters Score -1.4869e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -14869014.000000 Penalty: 5848.574707
	Iteration 33Q: 3 clusters Score -1.486901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 130907 members 
Entering Unmasked Estep 
Score: -14869032.000000 Penalty: 5848.574707
	Iteration 34Q: 3 clusters Score -1.486903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 130928 members 
Entering Unmasked Estep 
Score: -14869050.000000 Penalty: 5848.574707
	Iteration 35Q: 3 clusters Score -1.486905e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 130957 members 
Entering Unmasked Estep 
Score: -14869066.000000 Penalty: 5848.574707
	Iteration 36Q: 3 clusters Score -1.486907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -14869082.000000 Penalty: 5848.574707
	Iteration 37Q: 3 clusters Score -1.486908e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -14869095.000000 Penalty: 5848.574707
	Iteration 38Q: 3 clusters Score -1.48691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 131011 members 
Entering Unmasked Estep 
Score: -14869128.000000 Penalty: 5848.574707
	Iteration 39Q: 3 clusters Score -1.486913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 131022 members 
Entering Unmasked Estep 
Score: -14869126.000000 Penalty: 5848.574707
	Iteration 40F: 3 clusters Score -1.486913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 131029 members 
Entering Unmasked Estep 
Score: -14869132.000000 Penalty: 5848.574707
	Iteration 41Q: 3 clusters Score -1.486913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -14869144.000000 Penalty: 5848.574707
	Iteration 42Q: 3 clusters Score -1.486914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 131041 members 
Entering Unmasked Estep 
Score: -14869142.000000 Penalty: 5848.574707
	Iteration 43Q: 3 clusters Score -1.486914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 131049 members 
Entering Unmasked Estep 
Score: -14869140.000000 Penalty: 5848.574707
	Iteration 44Q: 3 clusters Score -1.486914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 131053 members 
Entering Unmasked Estep 
Score: -14869146.000000 Penalty: 5848.574707
	Iteration 45Q: 3 clusters Score -1.486915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 131056 members 
Entering Unmasked Estep 
Score: -14869151.000000 Penalty: 5848.574707
	Iteration 46Q: 3 clusters Score -1.486915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 131059 members 
Entering Unmasked Estep 
Score: -14869148.000000 Penalty: 5848.574707
	Iteration 47Q: 3 clusters Score -1.486915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 131061 members 
Entering Unmasked Estep 
Score: -14869157.000000 Penalty: 5848.574707
	Iteration 48Q: 3 clusters Score -1.486916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 131065 members 
Entering Unmasked Estep 
Score: -14869154.000000 Penalty: 5848.574707
	Iteration 49Q: 3 clusters Score -1.486915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 131066 members 
Entering Unmasked Estep 
Score: -14869157.000000 Penalty: 5848.574707
	Iteration 50Q: 3 clusters Score -1.486916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 131069 members 
Entering Unmasked Estep 
Score: -14869165.000000 Penalty: 5848.574707
	Iteration 51Q: 3 clusters Score -1.486916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 131071 members 
Entering Unmasked Estep 
Score: -14869167.000000 Penalty: 5848.574707
	Iteration 52Q: 3 clusters Score -1.486917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 131071 members 
Entering Unmasked Estep 
Score: -14869157.000000 Penalty: 5848.574707
	Iteration 53Q: 3 clusters Score -1.486916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 131072 members 
Entering Unmasked Estep 
Score: -14869165.000000 Penalty: 5848.574707
	Iteration 54Q: 3 clusters Score -1.486916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 131072 members 
Entering Unmasked Estep 
Score: -14869169.000000 Penalty: 5848.574707
	Iteration 55Q: 3 clusters Score -1.486917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 131074 members 
Entering Unmasked Estep 
Score: -14869169.000000 Penalty: 5848.574707
	Iteration 56Q: 3 clusters Score -1.486917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 131075 members 
Entering Unmasked Estep 
Score: -14869170.000000 Penalty: 5848.574707
	Iteration 57Q: 3 clusters Score -1.486917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 131075 members 
Entering Unmasked Estep 
Score: -14869170.000000 Penalty: 5848.574707
	Iteration 58F: 3 clusters Score -1.486917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (214735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214735 members 
Entering Unmasked Estep 
Score: -24646770.000000 Penalty: 3044.735596
	Iteration 0F: 2 clusters Score -2.464677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -24523998.000000 Penalty: 6089.471191
	Iteration 0F: 3 clusters Score -2.4524e+07 nChanged 103437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 104485 members 
Entering Unmasked Estep 
Score: -24584590.000000 Penalty: 6089.471191
	Iteration 1F: 3 clusters Score -2.458459e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112819 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -24586140.000000 Penalty: 6089.471191
	Iteration 2Q: 3 clusters Score -2.458614e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117197 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -24588478.000000 Penalty: 6089.471191
	Iteration 3Q: 3 clusters Score -2.458848e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124133 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -24592684.000000 Penalty: 6089.471191
	Iteration 4Q: 3 clusters Score -2.459268e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134131 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -24600094.000000 Penalty: 6089.471191
	Iteration 5F: 3 clusters Score -2.460009e+07 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -24610254.000000 Penalty: 6089.471191
	Iteration 6F: 3 clusters Score -2.461025e+07 nChanged 16696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161817 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -24621002.000000 Penalty: 6089.471191
	Iteration 7F: 3 clusters Score -2.4621e+07 nChanged 15946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176715 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -24627860.000000 Penalty: 6089.471191
	Iteration 8F: 3 clusters Score -2.462786e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189378 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -24631968.000000 Penalty: 6089.471191
	Iteration 9F: 3 clusters Score -2.463197e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198891 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -24635562.000000 Penalty: 6089.471191
	Iteration 10Q: 3 clusters Score -2.463556e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205684 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -24638706.000000 Penalty: 6089.471191
	Iteration 11Q: 3 clusters Score -2.463871e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209836 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -24641270.000000 Penalty: 6089.471191
	Iteration 12Q: 3 clusters Score -2.464127e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212056 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -24642766.000000 Penalty: 6089.471191
	Iteration 13Q: 3 clusters Score -2.464277e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213111 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -24643462.000000 Penalty: 6089.471191
	Iteration 14Q: 3 clusters Score -2.464346e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213591 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -24643824.000000 Penalty: 6089.471191
	Iteration 15Q: 3 clusters Score -2.464382e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213814 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -24643994.000000 Penalty: 6089.471191
	Iteration 16Q: 3 clusters Score -2.464399e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213924 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -24644068.000000 Penalty: 6089.471191
	Iteration 17Q: 3 clusters Score -2.464407e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213997 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -24644092.000000 Penalty: 6089.471191
	Iteration 18Q: 3 clusters Score -2.464409e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214028 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -24644130.000000 Penalty: 6089.471191
	Iteration 19Q: 3 clusters Score -2.464413e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214035 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -24644178.000000 Penalty: 6089.471191
	Iteration 20F: 3 clusters Score -2.464418e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214045 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -24644222.000000 Penalty: 6089.471191
	Iteration 21Q: 3 clusters Score -2.464422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214068 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -24644224.000000 Penalty: 6089.471191
	Iteration 22Q: 3 clusters Score -2.464422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214080 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -24644238.000000 Penalty: 6089.471191
	Iteration 23Q: 3 clusters Score -2.464424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214091 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -24644250.000000 Penalty: 6089.471191
	Iteration 24Q: 3 clusters Score -2.464425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214103 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -24644292.000000 Penalty: 6089.471191
	Iteration 25Q: 3 clusters Score -2.464429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -24644292.000000 Penalty: 6089.471191
	Iteration 26Q: 3 clusters Score -2.464429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214121 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -24644304.000000 Penalty: 6089.471191
	Iteration 27Q: 3 clusters Score -2.46443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -24644310.000000 Penalty: 6089.471191
	Iteration 28Q: 3 clusters Score -2.464431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214133 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -24644326.000000 Penalty: 6089.471191
	Iteration 29Q: 3 clusters Score -2.464433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214136 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -24644310.000000 Penalty: 6089.471191
	Iteration 30Q: 3 clusters Score -2.464431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214143 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -24644330.000000 Penalty: 6089.471191
	Iteration 31Q: 3 clusters Score -2.464433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214145 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -24644344.000000 Penalty: 6089.471191
	Iteration 32Q: 3 clusters Score -2.464434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214147 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -24644342.000000 Penalty: 6089.471191
	Iteration 33Q: 3 clusters Score -2.464434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214146 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -24644338.000000 Penalty: 6089.471191
	Iteration 34Q: 3 clusters Score -2.464434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214146 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -24644338.000000 Penalty: 6089.471191
	Iteration 35F: 3 clusters Score -2.464434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -110511.632812 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -110511.6 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 561 members 
Entering Unmasked Estep 
Score: -108530.617188 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -108530.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108844.804688 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -108844.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108970.015625 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -108970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -109056.671875 Penalty: 3464.419434
	Iteration 3F: 3 clusters Score -109056.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109111.343750 Penalty: 3464.419434
	Iteration 4Q: 3 clusters Score -109111.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -109140.695312 Penalty: 3464.419434
	Iteration 5Q: 3 clusters Score -109140.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109169.335938 Penalty: 3464.419434
	Iteration 6Q: 3 clusters Score -109169.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -109197.554688 Penalty: 3464.419434
	Iteration 7Q: 3 clusters Score -109197.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109210.539062 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -109210.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -109220.593750 Penalty: 3464.419434
	Iteration 9Q: 3 clusters Score -109220.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109233.343750 Penalty: 3464.419434
	Iteration 10Q: 3 clusters Score -109233.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109248.593750 Penalty: 3464.419434
	Iteration 11Q: 3 clusters Score -109248.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109267.914062 Penalty: 3464.419434
	Iteration 12Q: 3 clusters Score -109267.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -109299.539062 Penalty: 3464.419434
	Iteration 13Q: 3 clusters Score -109299.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -109337.429688 Penalty: 3464.419434
	Iteration 14Q: 3 clusters Score -109337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109366.664062 Penalty: 3464.419434
	Iteration 15Q: 3 clusters Score -109366.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109388.046875 Penalty: 3464.419434
	Iteration 16Q: 3 clusters Score -109388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109404.539062 Penalty: 3464.419434
	Iteration 17Q: 3 clusters Score -109404.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109425.726562 Penalty: 3464.419434
	Iteration 18Q: 3 clusters Score -109425.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -109444.945312 Penalty: 3464.419434
	Iteration 19Q: 3 clusters Score -109444.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -109469.046875 Penalty: 3464.419434
	Iteration 20F: 3 clusters Score -109469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109512.570312 Penalty: 3464.419434
	Iteration 21Q: 3 clusters Score -109512.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109584.640625 Penalty: 3464.419434
	Iteration 22Q: 3 clusters Score -109584.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -109650.726562 Penalty: 3464.419434
	Iteration 23Q: 3 clusters Score -109650.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -109779.031250 Penalty: 3464.419434
	Iteration 24Q: 3 clusters Score -109779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110110.601562 Penalty: 3464.419434
	Iteration 25Q: 3 clusters Score -110110.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110493.976562 Penalty: 3464.419434
	Iteration 26Q: 3 clusters Score -110494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110596.203125 Penalty: 3464.419434
	Iteration 27Q: 3 clusters Score -110596.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -110675.695312 Penalty: 3464.419434
	Iteration 28Q: 3 clusters Score -110675.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110724.781250 Penalty: 3464.419434
	Iteration 29Q: 3 clusters Score -110724.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110761.296875 Penalty: 3464.419434
	Iteration 30Q: 3 clusters Score -110761.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110771.945312 Penalty: 3464.419434
	Iteration 31Q: 3 clusters Score -110771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110784.046875 Penalty: 3464.419434
	Iteration 32Q: 3 clusters Score -110784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110794.851562 Penalty: 3464.419434
	Iteration 33Q: 3 clusters Score -110794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110811.343750 Penalty: 3464.419434
	Iteration 34Q: 3 clusters Score -110811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110828.359375 Penalty: 3464.419434
	Iteration 35Q: 3 clusters Score -110828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -110835.593750 Penalty: 3464.419434
	Iteration 36Q: 3 clusters Score -110835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -110841.609375 Penalty: 3464.419434
	Iteration 37F: 3 clusters Score -110841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110870.476562 Penalty: 3464.419434
	Iteration 38Q: 3 clusters Score -110870.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110889.539062 Penalty: 3464.419434
	Iteration 39Q: 3 clusters Score -110889.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110916.695312 Penalty: 3464.419434
	Iteration 40F: 3 clusters Score -110916.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110931.585938 Penalty: 3464.419434
	Iteration 41Q: 3 clusters Score -110931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -110949.617188 Penalty: 3464.419434
	Iteration 42Q: 3 clusters Score -110949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110976.539062 Penalty: 3464.419434
	Iteration 43Q: 3 clusters Score -110976.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111003.257812 Penalty: 3464.419434
	Iteration 44Q: 3 clusters Score -111003.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -111074.625000 Penalty: 3464.419434
	Iteration 45Q: 3 clusters Score -111074.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -111141.867188 Penalty: 3464.419434
	Iteration 46Q: 3 clusters Score -111141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -111180.765625 Penalty: 3464.419434
	Iteration 47Q: 3 clusters Score -111180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111202.617188 Penalty: 3464.419434
	Iteration 48Q: 3 clusters Score -111202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -111232.062500 Penalty: 3464.419434
	Iteration 49Q: 3 clusters Score -111232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -111234.390625 Penalty: 3464.419434
	Iteration 50Q: 3 clusters Score -111234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -111234.390625 Penalty: 3464.419434
	Iteration 51F: 3 clusters Score -111234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 38275 members 
Mstep: Class 11 contains 16559 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Entering Unmasked Estep 
Score: -139132864.000000 Penalty: 132609.234375
Splitting cluster 9 changes total score from -139120528.000000 to -139132864.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (38275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Entering Unmasked Estep 
Score: -4246230.000000 Penalty: 2617.032959
	Iteration 0F: 2 clusters Score -4246230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4220282.500000 Penalty: 5234.065918
	Iteration 0F: 3 clusters Score -4220282 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4230290.000000 Penalty: 5234.065918
	Iteration 1F: 3 clusters Score -4230290 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4231378.000000 Penalty: 5234.065918
	Iteration 2F: 3 clusters Score -4231378 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4232946.500000 Penalty: 5234.065918
	Iteration 3F: 3 clusters Score -4232946 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -4234794.000000 Penalty: 5234.065918
	Iteration 4F: 3 clusters Score -4234794 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4236390.500000 Penalty: 5234.065918
	Iteration 5F: 3 clusters Score -4236390 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4237727.500000 Penalty: 5234.065918
	Iteration 6F: 3 clusters Score -4237728 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4239030.000000 Penalty: 5234.065918
	Iteration 7F: 3 clusters Score -4239030 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4240388.500000 Penalty: 5234.065918
	Iteration 8Q: 3 clusters Score -4240388 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4241595.000000 Penalty: 5234.065918
	Iteration 9Q: 3 clusters Score -4241595 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4242727.500000 Penalty: 5234.065918
	Iteration 10Q: 3 clusters Score -4242728 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -4243878.500000 Penalty: 5234.065918
	Iteration 11Q: 3 clusters Score -4243878 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4245127.000000 Penalty: 5234.065918
	Iteration 12Q: 3 clusters Score -4245127 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4246557.000000 Penalty: 5234.065918
	Iteration 13Q: 3 clusters Score -4246557 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -4248581.500000 Penalty: 5234.065918
	Iteration 14Q: 3 clusters Score -4248582 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -4250684.500000 Penalty: 5234.065918
	Iteration 15Q: 3 clusters Score -4250684 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -4252147.000000 Penalty: 5234.065918
	Iteration 16Q: 3 clusters Score -4252147 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4252968.500000 Penalty: 5234.065918
	Iteration 17Q: 3 clusters Score -4252968 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4253444.500000 Penalty: 5234.065918
	Iteration 18Q: 3 clusters Score -4253444 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4253803.500000 Penalty: 5234.065918
	Iteration 19Q: 3 clusters Score -4253804 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4254066.000000 Penalty: 5234.065918
	Iteration 20F: 3 clusters Score -4254066 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -4254235.000000 Penalty: 5234.065918
	Iteration 21Q: 3 clusters Score -4254235 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -4254341.000000 Penalty: 5234.065918
	Iteration 22Q: 3 clusters Score -4254341 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4254400.500000 Penalty: 5234.065918
	Iteration 23Q: 3 clusters Score -4254400 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4254432.000000 Penalty: 5234.065918
	Iteration 24Q: 3 clusters Score -4254432 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -4254454.500000 Penalty: 5234.065918
	Iteration 25Q: 3 clusters Score -4254454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4254467.000000 Penalty: 5234.065918
	Iteration 26Q: 3 clusters Score -4254467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4254462.500000 Penalty: 5234.065918
	Iteration 27Q: 3 clusters Score -4254462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4254465.000000 Penalty: 5234.065918
	Iteration 28Q: 3 clusters Score -4254465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -4254466.500000 Penalty: 5234.065918
	Iteration 29Q: 3 clusters Score -4254466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4254460.000000 Penalty: 5234.065918
	Iteration 30Q: 3 clusters Score -4254460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -4254475.500000 Penalty: 5234.065918
	Iteration 31Q: 3 clusters Score -4254476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4254472.500000 Penalty: 5234.065918
	Iteration 32Q: 3 clusters Score -4254472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4254468.000000 Penalty: 5234.065918
	Iteration 33Q: 3 clusters Score -4254468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4254471.000000 Penalty: 5234.065918
	Iteration 34Q: 3 clusters Score -4254471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4254463.500000 Penalty: 5234.065918
	Iteration 35Q: 3 clusters Score -4254464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4254464.000000 Penalty: 5234.065918
	Iteration 36Q: 3 clusters Score -4254464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -4254468.000000 Penalty: 5234.065918
	Iteration 37Q: 3 clusters Score -4254468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4254471.000000 Penalty: 5234.065918
	Iteration 38Q: 3 clusters Score -4254471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4254474.000000 Penalty: 5234.065918
	Iteration 39Q: 3 clusters Score -4254474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4254474.000000 Penalty: 5234.065918
	Iteration 40F: 3 clusters Score -4254474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 16559 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Entering Unmasked Estep 
Score: -139139888.000000 Penalty: 136098.953125
Splitting cluster 10 changes total score from -139120528.000000 to -139139888.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 11 (16559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Entering Unmasked Estep 
Score: -1697629.500000 Penalty: 2409.241943
	Iteration 0F: 2 clusters Score -1697630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1685745.875000 Penalty: 4818.483887
	Iteration 0F: 3 clusters Score -1685746 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1689981.125000 Penalty: 4818.483887
	Iteration 1F: 3 clusters Score -1689981 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1691023.875000 Penalty: 4818.483887
	Iteration 2F: 3 clusters Score -1691024 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1692346.625000 Penalty: 4818.483887
	Iteration 3F: 3 clusters Score -1692347 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1693623.750000 Penalty: 4818.483887
	Iteration 4F: 3 clusters Score -1693624 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1694655.250000 Penalty: 4818.483887
	Iteration 5F: 3 clusters Score -1694655 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1695454.000000 Penalty: 4818.483887
	Iteration 6F: 3 clusters Score -1695454 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1696165.250000 Penalty: 4818.483887
	Iteration 7F: 3 clusters Score -1696165 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1696658.000000 Penalty: 4818.483887
	Iteration 8Q: 3 clusters Score -1696658 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1697055.000000 Penalty: 4818.483887
	Iteration 9Q: 3 clusters Score -1697055 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1697393.500000 Penalty: 4818.483887
	Iteration 10Q: 3 clusters Score -1697394 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1697739.000000 Penalty: 4818.483887
	Iteration 11Q: 3 clusters Score -1697739 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1698121.375000 Penalty: 4818.483887
	Iteration 12Q: 3 clusters Score -1698121 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1698529.000000 Penalty: 4818.483887
	Iteration 13Q: 3 clusters Score -1698529 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1698804.375000 Penalty: 4818.483887
	Iteration 14Q: 3 clusters Score -1698804 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1698904.625000 Penalty: 4818.483887
	Iteration 15Q: 3 clusters Score -1698905 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1698949.875000 Penalty: 4818.483887
	Iteration 16Q: 3 clusters Score -1698950 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1699001.250000 Penalty: 4818.483887
	Iteration 17Q: 3 clusters Score -1699001 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1699039.375000 Penalty: 4818.483887
	Iteration 18Q: 3 clusters Score -1699039 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1699082.250000 Penalty: 4818.483887
	Iteration 19Q: 3 clusters Score -1699082 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1699123.875000 Penalty: 4818.483887
	Iteration 20F: 3 clusters Score -1699124 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1699189.875000 Penalty: 4818.483887
	Iteration 21Q: 3 clusters Score -1699190 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1699276.750000 Penalty: 4818.483887
	Iteration 22Q: 3 clusters Score -1699277 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1699373.125000 Penalty: 4818.483887
	Iteration 23Q: 3 clusters Score -1699373 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1699505.000000 Penalty: 4818.483887
	Iteration 24Q: 3 clusters Score -1699505 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1699691.125000 Penalty: 4818.483887
	Iteration 25Q: 3 clusters Score -1699691 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1699946.250000 Penalty: 4818.483887
	Iteration 26Q: 3 clusters Score -1699946 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1700281.250000 Penalty: 4818.483887
	Iteration 27Q: 3 clusters Score -1700281 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1700741.000000 Penalty: 4818.483887
	Iteration 28Q: 3 clusters Score -1700741 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1701198.625000 Penalty: 4818.483887
	Iteration 29Q: 3 clusters Score -1701199 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1701596.000000 Penalty: 4818.483887
	Iteration 30Q: 3 clusters Score -1701596 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1701940.250000 Penalty: 4818.483887
	Iteration 31Q: 3 clusters Score -1701940 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1702171.250000 Penalty: 4818.483887
	Iteration 32Q: 3 clusters Score -1702171 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1702352.750000 Penalty: 4818.483887
	Iteration 33Q: 3 clusters Score -1702353 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1702501.000000 Penalty: 4818.483887
	Iteration 34Q: 3 clusters Score -1702501 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1702651.125000 Penalty: 4818.483887
	Iteration 35Q: 3 clusters Score -1702651 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1702784.625000 Penalty: 4818.483887
	Iteration 36Q: 3 clusters Score -1702785 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1702900.625000 Penalty: 4818.483887
	Iteration 37Q: 3 clusters Score -1702901 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1703027.125000 Penalty: 4818.483887
	Iteration 38Q: 3 clusters Score -1703027 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1703149.750000 Penalty: 4818.483887
	Iteration 39Q: 3 clusters Score -1703150 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1703376.500000 Penalty: 4818.483887
	Iteration 40F: 3 clusters Score -1703376 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1703628.875000 Penalty: 4818.483887
	Iteration 41Q: 3 clusters Score -1703629 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1703829.125000 Penalty: 4818.483887
	Iteration 42Q: 3 clusters Score -1703829 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1703974.875000 Penalty: 4818.483887
	Iteration 43Q: 3 clusters Score -1703975 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1704101.750000 Penalty: 4818.483887
	Iteration 44Q: 3 clusters Score -1704102 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1704225.375000 Penalty: 4818.483887
	Iteration 45Q: 3 clusters Score -1704225 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1704343.125000 Penalty: 4818.483887
	Iteration 46Q: 3 clusters Score -1704343 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1704490.125000 Penalty: 4818.483887
	Iteration 47Q: 3 clusters Score -1704490 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1704700.250000 Penalty: 4818.483887
	Iteration 48Q: 3 clusters Score -1704700 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1704957.875000 Penalty: 4818.483887
	Iteration 49Q: 3 clusters Score -1704958 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1705311.875000 Penalty: 4818.483887
	Iteration 50Q: 3 clusters Score -1705312 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1705949.500000 Penalty: 4818.483887
	Iteration 51Q: 3 clusters Score -1705950 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1707233.875000 Penalty: 4818.483887
	Iteration 52Q: 3 clusters Score -1707234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1708347.375000 Penalty: 4818.483887
	Iteration 53Q: 3 clusters Score -1708347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1708535.750000 Penalty: 4818.483887
	Iteration 54Q: 3 clusters Score -1708536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1708547.250000 Penalty: 4818.483887
	Iteration 55Q: 3 clusters Score -1708547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1708547.750000 Penalty: 4818.483887
	Iteration 56Q: 3 clusters Score -1708548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1708547.375000 Penalty: 4818.483887
	Iteration 57Q: 3 clusters Score -1708547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1708547.375000 Penalty: 4818.483887
	Iteration 58F: 3 clusters Score -1708547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Entering Unmasked Estep 
Score: -139148960.000000 Penalty: 139588.656250
Splitting cluster 11 changes total score from -139120528.000000 to -139148960.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 12 (15632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Entering Unmasked Estep 
Score: -1721358.125000 Penalty: 2394.954590
	Iteration 0F: 2 clusters Score -1721358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1710174.875000 Penalty: 4789.909180
	Iteration 0F: 3 clusters Score -1710175 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1714123.500000 Penalty: 4789.909180
	Iteration 1F: 3 clusters Score -1714124 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1715314.375000 Penalty: 4789.909180
	Iteration 2F: 3 clusters Score -1715314 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1716852.250000 Penalty: 4789.909180
	Iteration 3F: 3 clusters Score -1716852 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1718432.750000 Penalty: 4789.909180
	Iteration 4F: 3 clusters Score -1718433 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1719841.125000 Penalty: 4789.909180
	Iteration 5F: 3 clusters Score -1719841 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1720976.750000 Penalty: 4789.909180
	Iteration 6F: 3 clusters Score -1720977 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1721866.250000 Penalty: 4789.909180
	Iteration 7Q: 3 clusters Score -1721866 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1722593.875000 Penalty: 4789.909180
	Iteration 8Q: 3 clusters Score -1722594 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1722991.625000 Penalty: 4789.909180
	Iteration 9Q: 3 clusters Score -1722992 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1723252.500000 Penalty: 4789.909180
	Iteration 10Q: 3 clusters Score -1723252 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1723412.500000 Penalty: 4789.909180
	Iteration 11Q: 3 clusters Score -1723412 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1723517.125000 Penalty: 4789.909180
	Iteration 12Q: 3 clusters Score -1723517 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1723587.500000 Penalty: 4789.909180
	Iteration 13Q: 3 clusters Score -1723588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1723627.125000 Penalty: 4789.909180
	Iteration 14Q: 3 clusters Score -1723627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1723654.000000 Penalty: 4789.909180
	Iteration 15Q: 3 clusters Score -1723654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1723664.875000 Penalty: 4789.909180
	Iteration 16Q: 3 clusters Score -1723665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1723670.750000 Penalty: 4789.909180
	Iteration 17Q: 3 clusters Score -1723671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1723681.500000 Penalty: 4789.909180
	Iteration 18Q: 3 clusters Score -1723682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1723684.125000 Penalty: 4789.909180
	Iteration 19Q: 3 clusters Score -1723684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1723687.750000 Penalty: 4789.909180
	Iteration 20F: 3 clusters Score -1723688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1723687.250000 Penalty: 4789.909180
	Iteration 21Q: 3 clusters Score -1723687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1723685.250000 Penalty: 4789.909180
	Iteration 22Q: 3 clusters Score -1723685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1723686.000000 Penalty: 4789.909180
	Iteration 23Q: 3 clusters Score -1723686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1723689.875000 Penalty: 4789.909180
	Iteration 24Q: 3 clusters Score -1723690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1723688.500000 Penalty: 4789.909180
	Iteration 25Q: 3 clusters Score -1723688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1723689.625000 Penalty: 4789.909180
	Iteration 26Q: 3 clusters Score -1723690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1723687.875000 Penalty: 4789.909180
	Iteration 27Q: 3 clusters Score -1723688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1723686.250000 Penalty: 4789.909180
	Iteration 28Q: 3 clusters Score -1723686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1723686.250000 Penalty: 4789.909180
	Iteration 29F: 3 clusters Score -1723686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Entering Unmasked Estep 
Score: -139150224.000000 Penalty: 143078.375000
Splitting cluster 12 changes total score from -139120528.000000 to -139150224.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 13 (14642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Entering Unmasked Estep 
Score: -1602102.000000 Penalty: 2378.729004
	Iteration 0F: 2 clusters Score -1602102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1591572.625000 Penalty: 4757.458008
	Iteration 0F: 3 clusters Score -1591573 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1595169.250000 Penalty: 4757.458008
	Iteration 1F: 3 clusters Score -1595169 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1596137.875000 Penalty: 4757.458008
	Iteration 2F: 3 clusters Score -1596138 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1597758.625000 Penalty: 4757.458008
	Iteration 3F: 3 clusters Score -1597759 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1599582.250000 Penalty: 4757.458008
	Iteration 4F: 3 clusters Score -1599582 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1601625.375000 Penalty: 4757.458008
	Iteration 5F: 3 clusters Score -1601625 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1603901.500000 Penalty: 4757.458008
	Iteration 6F: 3 clusters Score -1603902 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1605348.625000 Penalty: 4757.458008
	Iteration 7F: 3 clusters Score -1605349 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1606256.750000 Penalty: 4757.458008
	Iteration 8F: 3 clusters Score -1606257 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1606960.875000 Penalty: 4757.458008
	Iteration 9Q: 3 clusters Score -1606961 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1607332.625000 Penalty: 4757.458008
	Iteration 10Q: 3 clusters Score -1607333 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1607501.000000 Penalty: 4757.458008
	Iteration 11Q: 3 clusters Score -1607501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1607568.000000 Penalty: 4757.458008
	Iteration 12Q: 3 clusters Score -1607568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1607587.875000 Penalty: 4757.458008
	Iteration 13Q: 3 clusters Score -1607588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1607617.250000 Penalty: 4757.458008
	Iteration 14Q: 3 clusters Score -1607617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1607641.125000 Penalty: 4757.458008
	Iteration 15Q: 3 clusters Score -1607641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1607659.625000 Penalty: 4757.458008
	Iteration 16Q: 3 clusters Score -1607660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1607669.250000 Penalty: 4757.458008
	Iteration 17Q: 3 clusters Score -1607669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1607668.875000 Penalty: 4757.458008
	Iteration 18Q: 3 clusters Score -1607669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1607672.750000 Penalty: 4757.458008
	Iteration 19Q: 3 clusters Score -1607673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1607677.750000 Penalty: 4757.458008
	Iteration 20F: 3 clusters Score -1607678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1607678.500000 Penalty: 4757.458008
	Iteration 21Q: 3 clusters Score -1607678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1607683.375000 Penalty: 4757.458008
	Iteration 22Q: 3 clusters Score -1607683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1607680.750000 Penalty: 4757.458008
	Iteration 23Q: 3 clusters Score -1607681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1607682.750000 Penalty: 4757.458008
	Iteration 24Q: 3 clusters Score -1607683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1607683.500000 Penalty: 4757.458008
	Iteration 25Q: 3 clusters Score -1607684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1607684.125000 Penalty: 4757.458008
	Iteration 26Q: 3 clusters Score -1607684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1607682.875000 Penalty: 4757.458008
	Iteration 27Q: 3 clusters Score -1607683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1607685.500000 Penalty: 4757.458008
	Iteration 28Q: 3 clusters Score -1607686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1607687.875000 Penalty: 4757.458008
	Iteration 29Q: 3 clusters Score -1607688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1607690.875000 Penalty: 4757.458008
	Iteration 30Q: 3 clusters Score -1607691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1607690.750000 Penalty: 4757.458008
	Iteration 31Q: 3 clusters Score -1607691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1607690.750000 Penalty: 4757.458008
	Iteration 32F: 3 clusters Score -1607691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Entering Unmasked Estep 
Score: -139154720.000000 Penalty: 146568.093750
Splitting cluster 13 changes total score from -139120528.000000 to -139154720.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 14 (49538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Entering Unmasked Estep 
Score: -5588403.500000 Penalty: 2681.002930
	Iteration 0F: 2 clusters Score -5588404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5554884.500000 Penalty: 5362.005859
	Iteration 0F: 3 clusters Score -5554884 nChanged 23001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -5568400.000000 Penalty: 5362.005859
	Iteration 1F: 3 clusters Score -5568400 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -5569425.000000 Penalty: 5362.005859
	Iteration 2F: 3 clusters Score -5569425 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -5570558.000000 Penalty: 5362.005859
	Iteration 3F: 3 clusters Score -5570558 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -5571632.500000 Penalty: 5362.005859
	Iteration 4Q: 3 clusters Score -5571632 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -5572637.500000 Penalty: 5362.005859
	Iteration 5Q: 3 clusters Score -5572638 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -5573524.000000 Penalty: 5362.005859
	Iteration 6Q: 3 clusters Score -5573524 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -5574450.000000 Penalty: 5362.005859
	Iteration 7Q: 3 clusters Score -5574450 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5575622.000000 Penalty: 5362.005859
	Iteration 8Q: 3 clusters Score -5575622 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5576984.500000 Penalty: 5362.005859
	Iteration 9Q: 3 clusters Score -5576984 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -5578569.500000 Penalty: 5362.005859
	Iteration 10F: 3 clusters Score -5578570 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5580230.000000 Penalty: 5362.005859
	Iteration 11F: 3 clusters Score -5580230 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -5581605.500000 Penalty: 5362.005859
	Iteration 12Q: 3 clusters Score -5581606 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -5582629.000000 Penalty: 5362.005859
	Iteration 13Q: 3 clusters Score -5582629 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -5583359.500000 Penalty: 5362.005859
	Iteration 14Q: 3 clusters Score -5583360 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -5583880.500000 Penalty: 5362.005859
	Iteration 15Q: 3 clusters Score -5583880 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -5584387.000000 Penalty: 5362.005859
	Iteration 16Q: 3 clusters Score -5584387 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -5584752.000000 Penalty: 5362.005859
	Iteration 17Q: 3 clusters Score -5584752 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -5585055.500000 Penalty: 5362.005859
	Iteration 18Q: 3 clusters Score -5585056 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5585341.500000 Penalty: 5362.005859
	Iteration 19Q: 3 clusters Score -5585342 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -5585547.000000 Penalty: 5362.005859
	Iteration 20F: 3 clusters Score -5585547 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5585770.500000 Penalty: 5362.005859
	Iteration 21Q: 3 clusters Score -5585770 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -5585924.000000 Penalty: 5362.005859
	Iteration 22Q: 3 clusters Score -5585924 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5586103.500000 Penalty: 5362.005859
	Iteration 23Q: 3 clusters Score -5586104 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -5586239.500000 Penalty: 5362.005859
	Iteration 24Q: 3 clusters Score -5586240 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5586320.500000 Penalty: 5362.005859
	Iteration 25Q: 3 clusters Score -5586320 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5586440.500000 Penalty: 5362.005859
	Iteration 26Q: 3 clusters Score -5586440 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -5586533.000000 Penalty: 5362.005859
	Iteration 27Q: 3 clusters Score -5586533 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -5586644.500000 Penalty: 5362.005859
	Iteration 28Q: 3 clusters Score -5586644 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5586742.000000 Penalty: 5362.005859
	Iteration 29Q: 3 clusters Score -5586742 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -5586851.500000 Penalty: 5362.005859
	Iteration 30Q: 3 clusters Score -5586852 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -5586949.500000 Penalty: 5362.005859
	Iteration 31Q: 3 clusters Score -5586950 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -5587022.000000 Penalty: 5362.005859
	Iteration 32Q: 3 clusters Score -5587022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -5587089.000000 Penalty: 5362.005859
	Iteration 33Q: 3 clusters Score -5587089 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5587165.000000 Penalty: 5362.005859
	Iteration 34Q: 3 clusters Score -5587165 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -5587274.000000 Penalty: 5362.005859
	Iteration 35Q: 3 clusters Score -5587274 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -5587359.000000 Penalty: 5362.005859
	Iteration 36Q: 3 clusters Score -5587359 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5587445.000000 Penalty: 5362.005859
	Iteration 37Q: 3 clusters Score -5587445 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -5587517.000000 Penalty: 5362.005859
	Iteration 38Q: 3 clusters Score -5587517 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -5587564.500000 Penalty: 5362.005859
	Iteration 39Q: 3 clusters Score -5587564 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -5587594.000000 Penalty: 5362.005859
	Iteration 40F: 3 clusters Score -5587594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -5587630.000000 Penalty: 5362.005859
	Iteration 41Q: 3 clusters Score -5587630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -5587627.000000 Penalty: 5362.005859
	Iteration 42Q: 3 clusters Score -5587627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -5587635.500000 Penalty: 5362.005859
	Iteration 43Q: 3 clusters Score -5587636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -5587644.500000 Penalty: 5362.005859
	Iteration 44Q: 3 clusters Score -5587644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -5587644.000000 Penalty: 5362.005859
	Iteration 45Q: 3 clusters Score -5587644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5587655.000000 Penalty: 5362.005859
	Iteration 46Q: 3 clusters Score -5587655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -5587659.000000 Penalty: 5362.005859
	Iteration 47Q: 3 clusters Score -5587659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -5587664.500000 Penalty: 5362.005859
	Iteration 48Q: 3 clusters Score -5587664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -5587676.000000 Penalty: 5362.005859
	Iteration 49Q: 3 clusters Score -5587676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -5587684.000000 Penalty: 5362.005859
	Iteration 50Q: 3 clusters Score -5587684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -5587674.000000 Penalty: 5362.005859
	Iteration 51Q: 3 clusters Score -5587674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -5587685.000000 Penalty: 5362.005859
	Iteration 52Q: 3 clusters Score -5587685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -5587681.000000 Penalty: 5362.005859
	Iteration 53Q: 3 clusters Score -5587681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -5587680.000000 Penalty: 5362.005859
	Iteration 54Q: 3 clusters Score -5587680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -5587676.000000 Penalty: 5362.005859
	Iteration 55Q: 3 clusters Score -5587676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -5587671.500000 Penalty: 5362.005859
	Iteration 56Q: 3 clusters Score -5587672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5587672.000000 Penalty: 5362.005859
	Iteration 57Q: 3 clusters Score -5587672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5587674.000000 Penalty: 5362.005859
	Iteration 58Q: 3 clusters Score -5587674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -5587679.000000 Penalty: 5362.005859
	Iteration 59Q: 3 clusters Score -5587679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -5587674.500000 Penalty: 5362.005859
	Iteration 60F: 3 clusters Score -5587674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -5587674.000000 Penalty: 5362.005859
	Iteration 61Q: 3 clusters Score -5587674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -5587670.500000 Penalty: 5362.005859
	Iteration 62Q: 3 clusters Score -5587670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5587675.000000 Penalty: 5362.005859
	Iteration 63Q: 3 clusters Score -5587675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5587675.000000 Penalty: 5362.005859
	Iteration 64F: 3 clusters Score -5587675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Entering Unmasked Estep 
Score: -2045365.500000 Penalty: 2446.753418
	Iteration 0F: 2 clusters Score -2045366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2031751.000000 Penalty: 4893.506836
	Iteration 0F: 3 clusters Score -2031751 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2036336.750000 Penalty: 4893.506836
	Iteration 1F: 3 clusters Score -2036337 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2036917.250000 Penalty: 4893.506836
	Iteration 2F: 3 clusters Score -2036917 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2037551.625000 Penalty: 4893.506836
	Iteration 3F: 3 clusters Score -2037552 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2038342.375000 Penalty: 4893.506836
	Iteration 4F: 3 clusters Score -2038342 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2039457.000000 Penalty: 4893.506836
	Iteration 5F: 3 clusters Score -2039457 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2041116.125000 Penalty: 4893.506836
	Iteration 6F: 3 clusters Score -2041116 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2043423.625000 Penalty: 4893.506836
	Iteration 7F: 3 clusters Score -2043424 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2045275.500000 Penalty: 4893.506836
	Iteration 8F: 3 clusters Score -2045276 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2046382.625000 Penalty: 4893.506836
	Iteration 9F: 3 clusters Score -2046383 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2046940.500000 Penalty: 4893.506836
	Iteration 10Q: 3 clusters Score -2046940 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2047193.750000 Penalty: 4893.506836
	Iteration 11Q: 3 clusters Score -2047194 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2047323.125000 Penalty: 4893.506836
	Iteration 12Q: 3 clusters Score -2047323 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2047381.875000 Penalty: 4893.506836
	Iteration 13Q: 3 clusters Score -2047382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2047422.875000 Penalty: 4893.506836
	Iteration 14Q: 3 clusters Score -2047423 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2047454.000000 Penalty: 4893.506836
	Iteration 15Q: 3 clusters Score -2047454 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2047470.250000 Penalty: 4893.506836
	Iteration 16Q: 3 clusters Score -2047470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2047486.750000 Penalty: 4893.506836
	Iteration 17Q: 3 clusters Score -2047487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2047507.625000 Penalty: 4893.506836
	Iteration 18Q: 3 clusters Score -2047508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2047546.750000 Penalty: 4893.506836
	Iteration 19Q: 3 clusters Score -2047547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2047616.500000 Penalty: 4893.506836
	Iteration 20F: 3 clusters Score -2047616 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2047695.125000 Penalty: 4893.506836
	Iteration 21Q: 3 clusters Score -2047695 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2047803.875000 Penalty: 4893.506836
	Iteration 22Q: 3 clusters Score -2047804 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2047924.500000 Penalty: 4893.506836
	Iteration 23Q: 3 clusters Score -2047924 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2048061.875000 Penalty: 4893.506836
	Iteration 24Q: 3 clusters Score -2048062 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2048135.000000 Penalty: 4893.506836
	Iteration 25Q: 3 clusters Score -2048135 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2048186.250000 Penalty: 4893.506836
	Iteration 26Q: 3 clusters Score -2048186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2048206.875000 Penalty: 4893.506836
	Iteration 27Q: 3 clusters Score -2048207 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2048213.500000 Penalty: 4893.506836
	Iteration 28Q: 3 clusters Score -2048214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2048218.625000 Penalty: 4893.506836
	Iteration 29Q: 3 clusters Score -2048219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2048227.875000 Penalty: 4893.506836
	Iteration 30Q: 3 clusters Score -2048228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2048238.500000 Penalty: 4893.506836
	Iteration 31Q: 3 clusters Score -2048238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2048238.750000 Penalty: 4893.506836
	Iteration 32Q: 3 clusters Score -2048239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2048241.750000 Penalty: 4893.506836
	Iteration 33Q: 3 clusters Score -2048242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2048241.875000 Penalty: 4893.506836
	Iteration 34Q: 3 clusters Score -2048242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2048241.625000 Penalty: 4893.506836
	Iteration 35Q: 3 clusters Score -2048242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2048240.000000 Penalty: 4893.506836
	Iteration 36Q: 3 clusters Score -2048240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2048241.750000 Penalty: 4893.506836
	Iteration 37Q: 3 clusters Score -2048242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2048241.875000 Penalty: 4893.506836
	Iteration 38Q: 3 clusters Score -2048242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2048242.875000 Penalty: 4893.506836
	Iteration 39Q: 3 clusters Score -2048243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2048241.500000 Penalty: 4893.506836
	Iteration 40F: 3 clusters Score -2048242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2048244.125000 Penalty: 4893.506836
	Iteration 41Q: 3 clusters Score -2048244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2048244.125000 Penalty: 4893.506836
	Iteration 42F: 3 clusters Score -2048244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Entering Unmasked Estep 
Score: -139156512.000000 Penalty: 150057.812500
Splitting cluster 15 changes total score from -139120528.000000 to -139156512.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 16 (20547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Entering Unmasked Estep 
Score: -2155100.000000 Penalty: 2462.756592
	Iteration 0F: 2 clusters Score -2155100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2140709.500000 Penalty: 4925.513184
	Iteration 0F: 3 clusters Score -2140710 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2145939.250000 Penalty: 4925.513184
	Iteration 1F: 3 clusters Score -2145939 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2146775.250000 Penalty: 4925.513184
	Iteration 2F: 3 clusters Score -2146775 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2147756.250000 Penalty: 4925.513184
	Iteration 3F: 3 clusters Score -2147756 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2148829.000000 Penalty: 4925.513184
	Iteration 4F: 3 clusters Score -2148829 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2149817.000000 Penalty: 4925.513184
	Iteration 5F: 3 clusters Score -2149817 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2150646.250000 Penalty: 4925.513184
	Iteration 6F: 3 clusters Score -2150646 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2151271.000000 Penalty: 4925.513184
	Iteration 7F: 3 clusters Score -2151271 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2151706.750000 Penalty: 4925.513184
	Iteration 8Q: 3 clusters Score -2151707 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2152015.250000 Penalty: 4925.513184
	Iteration 9Q: 3 clusters Score -2152015 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2152277.750000 Penalty: 4925.513184
	Iteration 10Q: 3 clusters Score -2152278 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2152557.750000 Penalty: 4925.513184
	Iteration 11Q: 3 clusters Score -2152558 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2152849.750000 Penalty: 4925.513184
	Iteration 12Q: 3 clusters Score -2152850 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2153138.000000 Penalty: 4925.513184
	Iteration 13Q: 3 clusters Score -2153138 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2153427.000000 Penalty: 4925.513184
	Iteration 14Q: 3 clusters Score -2153427 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2153705.000000 Penalty: 4925.513184
	Iteration 15Q: 3 clusters Score -2153705 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2153942.250000 Penalty: 4925.513184
	Iteration 16Q: 3 clusters Score -2153942 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2154155.500000 Penalty: 4925.513184
	Iteration 17Q: 3 clusters Score -2154156 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2154339.500000 Penalty: 4925.513184
	Iteration 18Q: 3 clusters Score -2154340 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2154489.500000 Penalty: 4925.513184
	Iteration 19Q: 3 clusters Score -2154490 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2154614.250000 Penalty: 4925.513184
	Iteration 20F: 3 clusters Score -2154614 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2154719.250000 Penalty: 4925.513184
	Iteration 21Q: 3 clusters Score -2154719 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2154841.500000 Penalty: 4925.513184
	Iteration 22Q: 3 clusters Score -2154842 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2154941.000000 Penalty: 4925.513184
	Iteration 23Q: 3 clusters Score -2154941 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2155042.000000 Penalty: 4925.513184
	Iteration 24Q: 3 clusters Score -2155042 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2155134.750000 Penalty: 4925.513184
	Iteration 25Q: 3 clusters Score -2155135 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2155211.250000 Penalty: 4925.513184
	Iteration 26Q: 3 clusters Score -2155211 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2155256.750000 Penalty: 4925.513184
	Iteration 27Q: 3 clusters Score -2155257 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2155300.250000 Penalty: 4925.513184
	Iteration 28Q: 3 clusters Score -2155300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2155320.000000 Penalty: 4925.513184
	Iteration 29Q: 3 clusters Score -2155320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2155325.500000 Penalty: 4925.513184
	Iteration 30Q: 3 clusters Score -2155326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2155346.250000 Penalty: 4925.513184
	Iteration 31Q: 3 clusters Score -2155346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2155350.250000 Penalty: 4925.513184
	Iteration 32Q: 3 clusters Score -2155350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2155354.500000 Penalty: 4925.513184
	Iteration 33Q: 3 clusters Score -2155354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2155357.000000 Penalty: 4925.513184
	Iteration 34Q: 3 clusters Score -2155357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2155356.500000 Penalty: 4925.513184
	Iteration 35Q: 3 clusters Score -2155356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2155355.250000 Penalty: 4925.513184
	Iteration 36Q: 3 clusters Score -2155355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2155363.250000 Penalty: 4925.513184
	Iteration 37Q: 3 clusters Score -2155363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2155365.500000 Penalty: 4925.513184
	Iteration 38Q: 3 clusters Score -2155366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2155366.500000 Penalty: 4925.513184
	Iteration 39Q: 3 clusters Score -2155366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2155365.000000 Penalty: 4925.513184
	Iteration 40F: 3 clusters Score -2155365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2155369.750000 Penalty: 4925.513184
	Iteration 41Q: 3 clusters Score -2155370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2155370.000000 Penalty: 4925.513184
	Iteration 42Q: 3 clusters Score -2155370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2155370.000000 Penalty: 4925.513184
	Iteration 43F: 3 clusters Score -2155370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Entering Unmasked Estep 
Score: -139155696.000000 Penalty: 153547.531250
Splitting cluster 16 changes total score from -139120528.000000 to -139155696.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 17 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -220866.906250 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -220866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -218139.343750 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -218139.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -219118.500000 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -219118.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -220070.218750 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -220070.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -221305.953125 Penalty: 3826.922363
	Iteration 3F: 3 clusters Score -221306 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -222367.921875 Penalty: 3826.922363
	Iteration 4F: 3 clusters Score -222367.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -223037.734375 Penalty: 3826.922363
	Iteration 5F: 3 clusters Score -223037.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -223545.625000 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -223545.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -223683.468750 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -223683.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -223753.875000 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -223753.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -223840.578125 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -223840.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -223941.281250 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -223941.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -224055.453125 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -224055.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -224124.625000 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -224124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -224211.312500 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -224211.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -224319.750000 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -224319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -224363.859375 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -224363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -224365.859375 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -224365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -224365.859375 Penalty: 3826.922363
	Iteration 17F: 3 clusters Score -224365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Entering Unmasked Estep 
Score: -139157872.000000 Penalty: 157037.250000
Splitting cluster 17 changes total score from -139120528.000000 to -139157872.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 18 (10795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Entering Unmasked Estep 
Score: -1216302.750000 Penalty: 2303.135986
	Iteration 0F: 2 clusters Score -1216303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1208063.875000 Penalty: 4606.271973
	Iteration 0F: 3 clusters Score -1208064 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1210450.625000 Penalty: 4606.271973
	Iteration 1F: 3 clusters Score -1210451 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1210774.750000 Penalty: 4606.271973
	Iteration 2F: 3 clusters Score -1210775 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1211104.250000 Penalty: 4606.271973
	Iteration 3F: 3 clusters Score -1211104 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1211548.750000 Penalty: 4606.271973
	Iteration 4F: 3 clusters Score -1211549 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1212243.000000 Penalty: 4606.271973
	Iteration 5F: 3 clusters Score -1212243 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1213133.125000 Penalty: 4606.271973
	Iteration 6F: 3 clusters Score -1213133 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1214113.375000 Penalty: 4606.271973
	Iteration 7F: 3 clusters Score -1214113 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1215035.875000 Penalty: 4606.271973
	Iteration 8F: 3 clusters Score -1215036 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1215910.250000 Penalty: 4606.271973
	Iteration 9F: 3 clusters Score -1215910 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1216639.250000 Penalty: 4606.271973
	Iteration 10Q: 3 clusters Score -1216639 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1217109.250000 Penalty: 4606.271973
	Iteration 11Q: 3 clusters Score -1217109 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1217357.750000 Penalty: 4606.271973
	Iteration 12Q: 3 clusters Score -1217358 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1217466.875000 Penalty: 4606.271973
	Iteration 13Q: 3 clusters Score -1217467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1217497.500000 Penalty: 4606.271973
	Iteration 14Q: 3 clusters Score -1217498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1217507.375000 Penalty: 4606.271973
	Iteration 15Q: 3 clusters Score -1217507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1217515.875000 Penalty: 4606.271973
	Iteration 16Q: 3 clusters Score -1217516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1217521.375000 Penalty: 4606.271973
	Iteration 17Q: 3 clusters Score -1217521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1217521.375000 Penalty: 4606.271973
	Iteration 18Q: 3 clusters Score -1217521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1217527.875000 Penalty: 4606.271973
	Iteration 19Q: 3 clusters Score -1217528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1217532.500000 Penalty: 4606.271973
	Iteration 20F: 3 clusters Score -1217532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1217533.875000 Penalty: 4606.271973
	Iteration 21Q: 3 clusters Score -1217534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1217534.250000 Penalty: 4606.271973
	Iteration 22Q: 3 clusters Score -1217534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1217535.125000 Penalty: 4606.271973
	Iteration 23Q: 3 clusters Score -1217535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1217536.500000 Penalty: 4606.271973
	Iteration 24Q: 3 clusters Score -1217536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1217536.000000 Penalty: 4606.271973
	Iteration 25Q: 3 clusters Score -1217536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1217536.000000 Penalty: 4606.271973
	Iteration 26Q: 3 clusters Score -1217536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1217534.375000 Penalty: 4606.271973
	Iteration 27Q: 3 clusters Score -1217534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1217534.125000 Penalty: 4606.271973
	Iteration 28Q: 3 clusters Score -1217534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1217534.125000 Penalty: 4606.271973
	Iteration 29F: 3 clusters Score -1217534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 11131 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Entering Unmasked Estep 
Score: -139157712.000000 Penalty: 160526.968750
Splitting cluster 18 changes total score from -139120528.000000 to -139157712.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 19 (144048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144048 members 
Entering Unmasked Estep 
Score: -16183785.000000 Penalty: 2945.719727
	Iteration 0F: 2 clusters Score -1.618378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -16087864.000000 Penalty: 5891.439453
	Iteration 0F: 3 clusters Score -1.608786e+07 nChanged 68739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -16128015.000000 Penalty: 5891.439453
	Iteration 1F: 3 clusters Score -1.612802e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -16129257.000000 Penalty: 5891.439453
	Iteration 2Q: 3 clusters Score -1.612926e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -16130716.000000 Penalty: 5891.439453
	Iteration 3Q: 3 clusters Score -1.613072e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -16132743.000000 Penalty: 5891.439453
	Iteration 4Q: 3 clusters Score -1.613274e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -16135439.000000 Penalty: 5891.439453
	Iteration 5Q: 3 clusters Score -1.613544e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -16138858.000000 Penalty: 5891.439453
	Iteration 6F: 3 clusters Score -1.613886e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -16143139.000000 Penalty: 5891.439453
	Iteration 7F: 3 clusters Score -1.614314e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -16148552.000000 Penalty: 5891.439453
	Iteration 8F: 3 clusters Score -1.614855e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -16154905.000000 Penalty: 5891.439453
	Iteration 9F: 3 clusters Score -1.61549e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -16161391.000000 Penalty: 5891.439453
	Iteration 10F: 3 clusters Score -1.616139e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -16167214.000000 Penalty: 5891.439453
	Iteration 11Q: 3 clusters Score -1.616721e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118213 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -16171482.000000 Penalty: 5891.439453
	Iteration 12Q: 3 clusters Score -1.617148e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121894 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -16174533.000000 Penalty: 5891.439453
	Iteration 13Q: 3 clusters Score -1.617453e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124841 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -16176528.000000 Penalty: 5891.439453
	Iteration 14Q: 3 clusters Score -1.617653e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127225 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -16178146.000000 Penalty: 5891.439453
	Iteration 15Q: 3 clusters Score -1.617815e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -16179366.000000 Penalty: 5891.439453
	Iteration 16Q: 3 clusters Score -1.617937e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130609 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -16180301.000000 Penalty: 5891.439453
	Iteration 17Q: 3 clusters Score -1.61803e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131822 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -16181137.000000 Penalty: 5891.439453
	Iteration 18Q: 3 clusters Score -1.618114e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132838 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -16181806.000000 Penalty: 5891.439453
	Iteration 19Q: 3 clusters Score -1.618181e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133621 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -16182386.000000 Penalty: 5891.439453
	Iteration 20F: 3 clusters Score -1.618239e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134273 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -16182703.000000 Penalty: 5891.439453
	Iteration 21Q: 3 clusters Score -1.61827e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -16182954.000000 Penalty: 5891.439453
	Iteration 22Q: 3 clusters Score -1.618295e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135149 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -16183052.000000 Penalty: 5891.439453
	Iteration 23Q: 3 clusters Score -1.618305e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135444 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -16183108.000000 Penalty: 5891.439453
	Iteration 24Q: 3 clusters Score -1.618311e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135645 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -16183166.000000 Penalty: 5891.439453
	Iteration 25Q: 3 clusters Score -1.618317e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -16183193.000000 Penalty: 5891.439453
	Iteration 26Q: 3 clusters Score -1.618319e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -16183208.000000 Penalty: 5891.439453
	Iteration 27Q: 3 clusters Score -1.618321e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136076 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -16183217.000000 Penalty: 5891.439453
	Iteration 28Q: 3 clusters Score -1.618322e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -16183229.000000 Penalty: 5891.439453
	Iteration 29Q: 3 clusters Score -1.618323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136241 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -16183260.000000 Penalty: 5891.439453
	Iteration 30Q: 3 clusters Score -1.618326e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136296 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -16183254.000000 Penalty: 5891.439453
	Iteration 31Q: 3 clusters Score -1.618325e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -16183290.000000 Penalty: 5891.439453
	Iteration 32Q: 3 clusters Score -1.618329e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136407 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -16183279.000000 Penalty: 5891.439453
	Iteration 33Q: 3 clusters Score -1.618328e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -16183281.000000 Penalty: 5891.439453
	Iteration 34Q: 3 clusters Score -1.618328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136477 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -16183289.000000 Penalty: 5891.439453
	Iteration 35Q: 3 clusters Score -1.618329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -16183287.000000 Penalty: 5891.439453
	Iteration 36Q: 3 clusters Score -1.618329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136539 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -16183302.000000 Penalty: 5891.439453
	Iteration 37Q: 3 clusters Score -1.61833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136570 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -16183291.000000 Penalty: 5891.439453
	Iteration 38Q: 3 clusters Score -1.618329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136594 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -16183310.000000 Penalty: 5891.439453
	Iteration 39Q: 3 clusters Score -1.618331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -16183316.000000 Penalty: 5891.439453
	Iteration 40F: 3 clusters Score -1.618332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136630 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -16183299.000000 Penalty: 5891.439453
	Iteration 41Q: 3 clusters Score -1.61833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136643 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -16183301.000000 Penalty: 5891.439453
	Iteration 42Q: 3 clusters Score -1.61833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136652 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -16183293.000000 Penalty: 5891.439453
	Iteration 43Q: 3 clusters Score -1.618329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136659 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -16183291.000000 Penalty: 5891.439453
	Iteration 44Q: 3 clusters Score -1.618329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136663 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -16183288.000000 Penalty: 5891.439453
	Iteration 45Q: 3 clusters Score -1.618329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136665 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -16183291.000000 Penalty: 5891.439453
	Iteration 46Q: 3 clusters Score -1.618329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136669 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -16183290.000000 Penalty: 5891.439453
	Iteration 47Q: 3 clusters Score -1.618329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136675 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -16183284.000000 Penalty: 5891.439453
	Iteration 48Q: 3 clusters Score -1.618328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136680 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -16183281.000000 Penalty: 5891.439453
	Iteration 49Q: 3 clusters Score -1.618328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136688 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -16183303.000000 Penalty: 5891.439453
	Iteration 50Q: 3 clusters Score -1.61833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136694 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -16183299.000000 Penalty: 5891.439453
	Iteration 51Q: 3 clusters Score -1.61833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -16183290.000000 Penalty: 5891.439453
	Iteration 52Q: 3 clusters Score -1.618329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136704 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -16183296.000000 Penalty: 5891.439453
	Iteration 53Q: 3 clusters Score -1.61833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136708 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -16183297.000000 Penalty: 5891.439453
	Iteration 54Q: 3 clusters Score -1.61833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136710 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -16183303.000000 Penalty: 5891.439453
	Iteration 55Q: 3 clusters Score -1.61833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136713 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -16183312.000000 Penalty: 5891.439453
	Iteration 56Q: 3 clusters Score -1.618331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136716 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -16183309.000000 Penalty: 5891.439453
	Iteration 57Q: 3 clusters Score -1.618331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136720 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -16183293.000000 Penalty: 5891.439453
	Iteration 58Q: 3 clusters Score -1.618329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136723 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -16183312.000000 Penalty: 5891.439453
	Iteration 59Q: 3 clusters Score -1.618331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136726 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -16183328.000000 Penalty: 5891.439453
	Iteration 60F: 3 clusters Score -1.618333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136729 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -16183324.000000 Penalty: 5891.439453
	Iteration 61Q: 3 clusters Score -1.618332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136734 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -16183321.000000 Penalty: 5891.439453
	Iteration 62Q: 3 clusters Score -1.618332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136739 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -16183312.000000 Penalty: 5891.439453
	Iteration 63Q: 3 clusters Score -1.618331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136748 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -16183324.000000 Penalty: 5891.439453
	Iteration 64Q: 3 clusters Score -1.618332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136754 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -16183308.000000 Penalty: 5891.439453
	Iteration 65Q: 3 clusters Score -1.618331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -16183305.000000 Penalty: 5891.439453
	Iteration 66Q: 3 clusters Score -1.61833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136762 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -16183315.000000 Penalty: 5891.439453
	Iteration 67Q: 3 clusters Score -1.618332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -16183317.000000 Penalty: 5891.439453
	Iteration 68Q: 3 clusters Score -1.618332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -16183327.000000 Penalty: 5891.439453
	Iteration 69Q: 3 clusters Score -1.618333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -16183328.000000 Penalty: 5891.439453
	Iteration 70Q: 3 clusters Score -1.618333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -16183328.000000 Penalty: 5891.439453
	Iteration 71Q: 3 clusters Score -1.618333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136788 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -16183328.000000 Penalty: 5891.439453
	Iteration 72Q: 3 clusters Score -1.618333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136794 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -16183335.000000 Penalty: 5891.439453
	Iteration 73Q: 3 clusters Score -1.618334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136799 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -16183342.000000 Penalty: 5891.439453
	Iteration 74Q: 3 clusters Score -1.618334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136804 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -16183333.000000 Penalty: 5891.439453
	Iteration 75Q: 3 clusters Score -1.618333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136810 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -16183341.000000 Penalty: 5891.439453
	Iteration 76Q: 3 clusters Score -1.618334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136817 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -16183335.000000 Penalty: 5891.439453
	Iteration 77Q: 3 clusters Score -1.618334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136823 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -16183352.000000 Penalty: 5891.439453
	Iteration 78Q: 3 clusters Score -1.618335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136828 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -16183350.000000 Penalty: 5891.439453
	Iteration 79Q: 3 clusters Score -1.618335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136834 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -16183349.000000 Penalty: 5891.439453
	Iteration 80F: 3 clusters Score -1.618335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136839 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -16183347.000000 Penalty: 5891.439453
	Iteration 81Q: 3 clusters Score -1.618335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136843 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -16183351.000000 Penalty: 5891.439453
	Iteration 82Q: 3 clusters Score -1.618335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136845 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -16183353.000000 Penalty: 5891.439453
	Iteration 83Q: 3 clusters Score -1.618335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136846 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -16183357.000000 Penalty: 5891.439453
	Iteration 84Q: 3 clusters Score -1.618336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136847 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -16183356.000000 Penalty: 5891.439453
	Iteration 85Q: 3 clusters Score -1.618336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136847 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -16183356.000000 Penalty: 5891.439453
	Iteration 86F: 3 clusters Score -1.618336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Entering Unmasked Estep 
Score: -1006202.750000 Penalty: 2310.737305
	Iteration 0F: 2 clusters Score -1006203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -997841.312500 Penalty: 4621.474609
	Iteration 0F: 3 clusters Score -997841.3 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1001333.562500 Penalty: 4621.474609
	Iteration 1F: 3 clusters Score -1001334 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1002477.437500 Penalty: 4621.474609
	Iteration 2F: 3 clusters Score -1002477 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1003382.687500 Penalty: 4621.474609
	Iteration 3F: 3 clusters Score -1003383 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1004153.125000 Penalty: 4621.474609
	Iteration 4F: 3 clusters Score -1004153 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1004790.625000 Penalty: 4621.474609
	Iteration 5F: 3 clusters Score -1004791 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1005321.687500 Penalty: 4621.474609
	Iteration 6F: 3 clusters Score -1005322 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1005714.500000 Penalty: 4621.474609
	Iteration 7Q: 3 clusters Score -1005714 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1005955.812500 Penalty: 4621.474609
	Iteration 8Q: 3 clusters Score -1005956 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1006095.875000 Penalty: 4621.474609
	Iteration 9Q: 3 clusters Score -1006096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1006185.562500 Penalty: 4621.474609
	Iteration 10Q: 3 clusters Score -1006186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1006266.000000 Penalty: 4621.474609
	Iteration 11Q: 3 clusters Score -1006266 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1006342.125000 Penalty: 4621.474609
	Iteration 12Q: 3 clusters Score -1006342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1006411.750000 Penalty: 4621.474609
	Iteration 13Q: 3 clusters Score -1006412 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1006490.812500 Penalty: 4621.474609
	Iteration 14Q: 3 clusters Score -1006491 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1006564.687500 Penalty: 4621.474609
	Iteration 15Q: 3 clusters Score -1006565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1006599.250000 Penalty: 4621.474609
	Iteration 16Q: 3 clusters Score -1006599 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1006625.937500 Penalty: 4621.474609
	Iteration 17Q: 3 clusters Score -1006626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1006650.250000 Penalty: 4621.474609
	Iteration 18Q: 3 clusters Score -1006650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1006681.562500 Penalty: 4621.474609
	Iteration 19Q: 3 clusters Score -1006682 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1006729.062500 Penalty: 4621.474609
	Iteration 20F: 3 clusters Score -1006729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1006775.062500 Penalty: 4621.474609
	Iteration 21Q: 3 clusters Score -1006775 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1006836.875000 Penalty: 4621.474609
	Iteration 22Q: 3 clusters Score -1006837 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1006900.500000 Penalty: 4621.474609
	Iteration 23Q: 3 clusters Score -1006900 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1006967.375000 Penalty: 4621.474609
	Iteration 24Q: 3 clusters Score -1006967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1007031.687500 Penalty: 4621.474609
	Iteration 25Q: 3 clusters Score -1007032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1007090.250000 Penalty: 4621.474609
	Iteration 26Q: 3 clusters Score -1007090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1007146.687500 Penalty: 4621.474609
	Iteration 27Q: 3 clusters Score -1007147 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1007211.625000 Penalty: 4621.474609
	Iteration 28Q: 3 clusters Score -1007212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1007259.625000 Penalty: 4621.474609
	Iteration 29Q: 3 clusters Score -1007260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1007293.562500 Penalty: 4621.474609
	Iteration 30Q: 3 clusters Score -1007294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1007315.062500 Penalty: 4621.474609
	Iteration 31Q: 3 clusters Score -1007315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1007327.062500 Penalty: 4621.474609
	Iteration 32Q: 3 clusters Score -1007327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1007328.812500 Penalty: 4621.474609
	Iteration 33Q: 3 clusters Score -1007329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1007333.250000 Penalty: 4621.474609
	Iteration 34Q: 3 clusters Score -1007333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1007335.875000 Penalty: 4621.474609
	Iteration 35Q: 3 clusters Score -1007336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1007339.937500 Penalty: 4621.474609
	Iteration 36Q: 3 clusters Score -1007340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1007342.250000 Penalty: 4621.474609
	Iteration 37Q: 3 clusters Score -1007342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1007341.687500 Penalty: 4621.474609
	Iteration 38Q: 3 clusters Score -1007342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1007341.125000 Penalty: 4621.474609
	Iteration 39Q: 3 clusters Score -1007341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1007344.187500 Penalty: 4621.474609
	Iteration 40F: 3 clusters Score -1007344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1007345.187500 Penalty: 4621.474609
	Iteration 41Q: 3 clusters Score -1007345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1007349.937500 Penalty: 4621.474609
	Iteration 42Q: 3 clusters Score -1007350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1007354.375000 Penalty: 4621.474609
	Iteration 43Q: 3 clusters Score -1007354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1007355.625000 Penalty: 4621.474609
	Iteration 44Q: 3 clusters Score -1007356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1007356.937500 Penalty: 4621.474609
	Iteration 45Q: 3 clusters Score -1007357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1007356.375000 Penalty: 4621.474609
	Iteration 46Q: 3 clusters Score -1007356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1007358.500000 Penalty: 4621.474609
	Iteration 47Q: 3 clusters Score -1007358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1007360.000000 Penalty: 4621.474609
	Iteration 48Q: 3 clusters Score -1007360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1007360.312500 Penalty: 4621.474609
	Iteration 49Q: 3 clusters Score -1007360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1007359.687500 Penalty: 4621.474609
	Iteration 50Q: 3 clusters Score -1007360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1007361.625000 Penalty: 4621.474609
	Iteration 51Q: 3 clusters Score -1007362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1007360.812500 Penalty: 4621.474609
	Iteration 52Q: 3 clusters Score -1007361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1007360.812500 Penalty: 4621.474609
	Iteration 53F: 3 clusters Score -1007361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 7428 members 
Entering Unmasked Estep 
Score: -139157664.000000 Penalty: 164016.671875
Splitting cluster 20 changes total score from -139120528.000000 to -139157664.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 21 (61731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Entering Unmasked Estep 
Score: -6454118.500000 Penalty: 2735.574219
	Iteration 0F: 2 clusters Score -6454118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -6412851.000000 Penalty: 5471.148438
	Iteration 0F: 3 clusters Score -6412851 nChanged 28748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -6430030.000000 Penalty: 5471.148438
	Iteration 1F: 3 clusters Score -6430030 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -6432217.500000 Penalty: 5471.148438
	Iteration 2F: 3 clusters Score -6432218 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -6435357.000000 Penalty: 5471.148438
	Iteration 3F: 3 clusters Score -6435357 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -6438992.000000 Penalty: 5471.148438
	Iteration 4F: 3 clusters Score -6438992 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -6441949.000000 Penalty: 5471.148438
	Iteration 5F: 3 clusters Score -6441949 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -6443863.000000 Penalty: 5471.148438
	Iteration 6F: 3 clusters Score -6443863 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -6445108.000000 Penalty: 5471.148438
	Iteration 7Q: 3 clusters Score -6445108 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -6445932.000000 Penalty: 5471.148438
	Iteration 8Q: 3 clusters Score -6445932 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -6446659.500000 Penalty: 5471.148438
	Iteration 9Q: 3 clusters Score -6446660 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -6447341.500000 Penalty: 5471.148438
	Iteration 10Q: 3 clusters Score -6447342 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -6447958.000000 Penalty: 5471.148438
	Iteration 11Q: 3 clusters Score -6447958 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -6448531.500000 Penalty: 5471.148438
	Iteration 12Q: 3 clusters Score -6448532 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -6449190.000000 Penalty: 5471.148438
	Iteration 13Q: 3 clusters Score -6449190 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -6449922.500000 Penalty: 5471.148438
	Iteration 14Q: 3 clusters Score -6449922 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -6450599.000000 Penalty: 5471.148438
	Iteration 15Q: 3 clusters Score -6450599 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -6451241.000000 Penalty: 5471.148438
	Iteration 16Q: 3 clusters Score -6451241 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -6451810.500000 Penalty: 5471.148438
	Iteration 17Q: 3 clusters Score -6451810 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -6452372.000000 Penalty: 5471.148438
	Iteration 18Q: 3 clusters Score -6452372 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -6452874.500000 Penalty: 5471.148438
	Iteration 19Q: 3 clusters Score -6452874 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -6453376.500000 Penalty: 5471.148438
	Iteration 20F: 3 clusters Score -6453376 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -6453781.500000 Penalty: 5471.148438
	Iteration 21Q: 3 clusters Score -6453782 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -6454146.000000 Penalty: 5471.148438
	Iteration 22Q: 3 clusters Score -6454146 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -6454379.000000 Penalty: 5471.148438
	Iteration 23Q: 3 clusters Score -6454379 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -6454531.500000 Penalty: 5471.148438
	Iteration 24Q: 3 clusters Score -6454532 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -6454660.500000 Penalty: 5471.148438
	Iteration 25Q: 3 clusters Score -6454660 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -6454729.500000 Penalty: 5471.148438
	Iteration 26Q: 3 clusters Score -6454730 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -6454753.500000 Penalty: 5471.148438
	Iteration 27Q: 3 clusters Score -6454754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -6454802.500000 Penalty: 5471.148438
	Iteration 28Q: 3 clusters Score -6454802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -6454819.000000 Penalty: 5471.148438
	Iteration 29Q: 3 clusters Score -6454819 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -6454838.000000 Penalty: 5471.148438
	Iteration 30Q: 3 clusters Score -6454838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -6454851.000000 Penalty: 5471.148438
	Iteration 31Q: 3 clusters Score -6454851 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -6454847.000000 Penalty: 5471.148438
	Iteration 32Q: 3 clusters Score -6454847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -6454845.000000 Penalty: 5471.148438
	Iteration 33Q: 3 clusters Score -6454845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -6454851.000000 Penalty: 5471.148438
	Iteration 34Q: 3 clusters Score -6454851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -6454858.500000 Penalty: 5471.148438
	Iteration 35Q: 3 clusters Score -6454858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -6454891.000000 Penalty: 5471.148438
	Iteration 36Q: 3 clusters Score -6454891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -6454892.500000 Penalty: 5471.148438
	Iteration 37Q: 3 clusters Score -6454892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -6454906.000000 Penalty: 5471.148438
	Iteration 38Q: 3 clusters Score -6454906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -6454896.500000 Penalty: 5471.148438
	Iteration 39Q: 3 clusters Score -6454896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -6454893.500000 Penalty: 5471.148438
	Iteration 40F: 3 clusters Score -6454894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -6454904.000000 Penalty: 5471.148438
	Iteration 41Q: 3 clusters Score -6454904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -6454926.000000 Penalty: 5471.148438
	Iteration 42Q: 3 clusters Score -6454926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -6454929.500000 Penalty: 5471.148438
	Iteration 43Q: 3 clusters Score -6454930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -6454927.000000 Penalty: 5471.148438
	Iteration 44Q: 3 clusters Score -6454927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -6454915.500000 Penalty: 5471.148438
	Iteration 45Q: 3 clusters Score -6454916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -6454908.000000 Penalty: 5471.148438
	Iteration 46Q: 3 clusters Score -6454908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -6454911.500000 Penalty: 5471.148438
	Iteration 47Q: 3 clusters Score -6454912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -6454916.000000 Penalty: 5471.148438
	Iteration 48Q: 3 clusters Score -6454916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -6454919.000000 Penalty: 5471.148438
	Iteration 49Q: 3 clusters Score -6454919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -6454925.000000 Penalty: 5471.148438
	Iteration 50Q: 3 clusters Score -6454925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -6454925.500000 Penalty: 5471.148438
	Iteration 51Q: 3 clusters Score -6454926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -6454925.000000 Penalty: 5471.148438
	Iteration 52Q: 3 clusters Score -6454925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -6454921.500000 Penalty: 5471.148438
	Iteration 53Q: 3 clusters Score -6454922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -6454922.000000 Penalty: 5471.148438
	Iteration 54Q: 3 clusters Score -6454922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -6454920.000000 Penalty: 5471.148438
	Iteration 55Q: 3 clusters Score -6454920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -6454919.000000 Penalty: 5471.148438
	Iteration 56Q: 3 clusters Score -6454919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -6454922.000000 Penalty: 5471.148438
	Iteration 57Q: 3 clusters Score -6454922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -6454906.500000 Penalty: 5471.148438
	Iteration 58Q: 3 clusters Score -6454906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -6454912.500000 Penalty: 5471.148438
	Iteration 59Q: 3 clusters Score -6454912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -6454918.000000 Penalty: 5471.148438
	Iteration 60F: 3 clusters Score -6454918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -6454915.500000 Penalty: 5471.148438
	Iteration 61Q: 3 clusters Score -6454916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -6454913.000000 Penalty: 5471.148438
	Iteration 62Q: 3 clusters Score -6454913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -6454914.000000 Penalty: 5471.148438
	Iteration 63Q: 3 clusters Score -6454914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -6454907.500000 Penalty: 5471.148438
	Iteration 64Q: 3 clusters Score -6454908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -6454905.000000 Penalty: 5471.148438
	Iteration 65Q: 3 clusters Score -6454905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -6454907.000000 Penalty: 5471.148438
	Iteration 66Q: 3 clusters Score -6454907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -6454917.000000 Penalty: 5471.148438
	Iteration 67Q: 3 clusters Score -6454917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -6454911.000000 Penalty: 5471.148438
	Iteration 68Q: 3 clusters Score -6454911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -6454910.500000 Penalty: 5471.148438
	Iteration 69Q: 3 clusters Score -6454910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -6454908.500000 Penalty: 5471.148438
	Iteration 70Q: 3 clusters Score -6454908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -6454913.500000 Penalty: 5471.148438
	Iteration 71Q: 3 clusters Score -6454914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -6454914.500000 Penalty: 5471.148438
	Iteration 72Q: 3 clusters Score -6454914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -6454914.500000 Penalty: 5471.148438
	Iteration 73F: 3 clusters Score -6454914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 7428 members 
Mstep: Class 48 contains 57061 members 
Entering Unmasked Estep 
Score: -139157536.000000 Penalty: 167506.390625
Splitting cluster 21 changes total score from -139120528.000000 to -139157536.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (37686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Entering Unmasked Estep 
Score: -4295227.000000 Penalty: 2613.186768
	Iteration 0F: 2 clusters Score -4295227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4269702.000000 Penalty: 5226.373535
	Iteration 0F: 3 clusters Score -4269702 nChanged 17221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4279389.500000 Penalty: 5226.373535
	Iteration 1F: 3 clusters Score -4279390 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4280292.500000 Penalty: 5226.373535
	Iteration 2F: 3 clusters Score -4280292 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4281348.500000 Penalty: 5226.373535
	Iteration 3F: 3 clusters Score -4281348 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4284851 nChanged 1998
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Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4285904 nChanged 1810
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Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4286870 nChanged 1584
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Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4289181 nChanged 1267
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Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4290085.500000 Penalty: 5226.373535
	Iteration 12Q: 3 clusters Score -4290086 nChanged 1361
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Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4291175 nChanged 1497
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Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4292327 nChanged 1387
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Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4293360 nChanged 1141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4294066 nChanged 853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4294466 nChanged 601
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Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4294678 nChanged 460
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Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4294794 nChanged 286
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Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -4294856.500000 Penalty: 5226.373535
	Iteration 20F: 3 clusters Score -4294856 nChanged 225
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Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4294896 nChanged 179
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Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4294932 nChanged 149
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Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4294966 nChanged 109
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Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4294987 nChanged 83
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Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4294987 nChanged 78
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Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4295003 nChanged 69
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Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4294998 nChanged 64
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Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4295000 nChanged 70
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Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4295011.000000 Penalty: 5226.373535
	Iteration 29Q: 3 clusters Score -4295011 nChanged 72
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Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4295018 nChanged 64
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Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4295006 nChanged 58
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Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4295011 nChanged 69
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Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4295004 nChanged 63
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Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4295022 nChanged 57
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Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4295038 nChanged 59
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Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4295056 nChanged 63
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Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4295058 nChanged 67
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Mstep: Class 1 contains 22045 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4295062 nChanged 53
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4295062 nChanged 60
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Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4295096 nChanged 81
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Mstep: Class 1 contains 21871 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4295100 nChanged 90
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Mstep: Class 1 contains 21785 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4295106 nChanged 91
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Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4295124 nChanged 108
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Mstep: Class 1 contains 21598 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4295130 nChanged 105
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Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4295156.000000 Penalty: 5226.373535
	Iteration 45Q: 3 clusters Score -4295156 nChanged 107
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Mstep: Class 1 contains 21396 members 
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Entering Unmasked Estep 
Score: -4295173.000000 Penalty: 5226.373535
	Iteration 46Q: 3 clusters Score -4295173 nChanged 111
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Mstep: Class 1 contains 21289 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4295186 nChanged 122
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Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4295211.500000 Penalty: 5226.373535
	Iteration 48Q: 3 clusters Score -4295212 nChanged 128
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Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -4295239.000000 Penalty: 5226.373535
	Iteration 49Q: 3 clusters Score -4295239 nChanged 138
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Mstep: Class 1 contains 20923 members 
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Entering Unmasked Estep 
Score: -4295274.500000 Penalty: 5226.373535
	Iteration 50Q: 3 clusters Score -4295274 nChanged 150
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Mstep: Class 1 contains 20779 members 
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	Iteration 51Q: 3 clusters Score -4295342 nChanged 187
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Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4295422 nChanged 198
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Mstep: Class 1 contains 20416 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4295458 nChanged 204
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Mstep: Class 1 contains 20222 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4295518 nChanged 208
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Mstep: Class 1 contains 20018 members 
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	Iteration 55Q: 3 clusters Score -4295572 nChanged 199
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Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4295597 nChanged 170
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Mstep: Class 1 contains 19673 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4295626 nChanged 159
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Mstep: Class 1 contains 19520 members 
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Entering Unmasked Estep 
Score: -4295659.000000 Penalty: 5226.373535
	Iteration 58Q: 3 clusters Score -4295659 nChanged 144
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Mstep: Class 1 contains 19378 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4295674 nChanged 133
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Mstep: Class 1 contains 19249 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4295681 nChanged 120
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Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4295699 nChanged 109
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Mstep: Class 1 contains 19026 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4295714 nChanged 94
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Mstep: Class 1 contains 18932 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4295718 nChanged 93
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	Iteration 64Q: 3 clusters Score -4295736 nChanged 90
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Mstep: Class 1 contains 18755 members 
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	Iteration 65Q: 3 clusters Score -4295748 nChanged 94
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Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4295763 nChanged 97
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Mstep: Class 1 contains 18568 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4295778 nChanged 80
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4295786 nChanged 74
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4295772 nChanged 55
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4295780 nChanged 66
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Entering Unmasked Estep 
Score: -4295792.000000 Penalty: 5226.373535
	Iteration 71Q: 3 clusters Score -4295792 nChanged 72
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4295798 nChanged 77
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Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4295800 nChanged 69
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	Iteration 74Q: 3 clusters Score -4295806 nChanged 74
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Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4295820.000000 Penalty: 5226.373535
	Iteration 75Q: 3 clusters Score -4295820 nChanged 79
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4295834 nChanged 65
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Score: -4295846.000000 Penalty: 5226.373535
	Iteration 77Q: 3 clusters Score -4295846 nChanged 60
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	Iteration 78Q: 3 clusters Score -4295847 nChanged 58
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	Iteration 79Q: 3 clusters Score -4295852 nChanged 40
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4295854 nChanged 43
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	Iteration 81Q: 3 clusters Score -4295847 nChanged 43
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	Iteration 82Q: 3 clusters Score -4295851 nChanged 29
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	Iteration 83Q: 3 clusters Score -4295858 nChanged 27
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	Iteration 84Q: 3 clusters Score -4295859 nChanged 28
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	Iteration 85Q: 3 clusters Score -4295860 nChanged 27
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4295860 nChanged 21
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	Iteration 87Q: 3 clusters Score -4295858 nChanged 17
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Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4295865 nChanged 20
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4295869 nChanged 22
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4295864 nChanged 22
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4295873 nChanged 18
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4295868 nChanged 11
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	Iteration 93Q: 3 clusters Score -4295868 nChanged 11
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4295864 nChanged 7
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4295864 nChanged 7
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Mstep: Class 1 contains 17356 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4295866 nChanged 9
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Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4295859.500000 Penalty: 5226.373535
	Iteration 97Q: 3 clusters Score -4295860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4295857.000000 Penalty: 5226.373535
	Iteration 98Q: 3 clusters Score -4295857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4295860.000000 Penalty: 5226.373535
	Iteration 99Q: 3 clusters Score -4295860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4295858.000000 Penalty: 5226.373535
	Iteration 100F: 3 clusters Score -4295858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4295856.500000 Penalty: 5226.373535
	Iteration 101Q: 3 clusters Score -4295856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4295855.500000 Penalty: 5226.373535
	Iteration 102Q: 3 clusters Score -4295856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -4295864.000000 Penalty: 5226.373535
	Iteration 103Q: 3 clusters Score -4295864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4295857.000000 Penalty: 5226.373535
	Iteration 104Q: 3 clusters Score -4295857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -4295862.000000 Penalty: 5226.373535
	Iteration 105Q: 3 clusters Score -4295862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4295864.500000 Penalty: 5226.373535
	Iteration 106Q: 3 clusters Score -4295864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -4295868.500000 Penalty: 5226.373535
	Iteration 107Q: 3 clusters Score -4295868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4295871.000000 Penalty: 5226.373535
	Iteration 108Q: 3 clusters Score -4295871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4295866.000000 Penalty: 5226.373535
	Iteration 109Q: 3 clusters Score -4295866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -4295878.000000 Penalty: 5226.373535
	Iteration 110Q: 3 clusters Score -4295878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4295877.500000 Penalty: 5226.373535
	Iteration 111Q: 3 clusters Score -4295878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -4295879.500000 Penalty: 5226.373535
	Iteration 112Q: 3 clusters Score -4295880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4295885.500000 Penalty: 5226.373535
	Iteration 113Q: 3 clusters Score -4295886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4295887.500000 Penalty: 5226.373535
	Iteration 114Q: 3 clusters Score -4295888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4295893.500000 Penalty: 5226.373535
	Iteration 115Q: 3 clusters Score -4295894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4295893.000000 Penalty: 5226.373535
	Iteration 116Q: 3 clusters Score -4295893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4295896.500000 Penalty: 5226.373535
	Iteration 117Q: 3 clusters Score -4295896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4295900.000000 Penalty: 5226.373535
	Iteration 118Q: 3 clusters Score -4295900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4295897.000000 Penalty: 5226.373535
	Iteration 119Q: 3 clusters Score -4295897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -4295900.500000 Penalty: 5226.373535
	Iteration 120F: 3 clusters Score -4295900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4295902.000000 Penalty: 5226.373535
	Iteration 121Q: 3 clusters Score -4295902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4295901.000000 Penalty: 5226.373535
	Iteration 122Q: 3 clusters Score -4295901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4295900.500000 Penalty: 5226.373535
	Iteration 123Q: 3 clusters Score -4295900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4295895.500000 Penalty: 5226.373535
	Iteration 124Q: 3 clusters Score -4295896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4295896.500000 Penalty: 5226.373535
	Iteration 125Q: 3 clusters Score -4295896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4295897.000000 Penalty: 5226.373535
	Iteration 126Q: 3 clusters Score -4295897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -4295896.000000 Penalty: 5226.373535
	Iteration 127Q: 3 clusters Score -4295896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4295893.000000 Penalty: 5226.373535
	Iteration 128Q: 3 clusters Score -4295893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4295891.000000 Penalty: 5226.373535
	Iteration 129Q: 3 clusters Score -4295891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4295895.000000 Penalty: 5226.373535
	Iteration 130Q: 3 clusters Score -4295895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4295889.500000 Penalty: 5226.373535
	Iteration 131Q: 3 clusters Score -4295890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4295884.500000 Penalty: 5226.373535
	Iteration 132Q: 3 clusters Score -4295884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4295893.000000 Penalty: 5226.373535
	Iteration 133Q: 3 clusters Score -4295893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4295901.000000 Penalty: 5226.373535
	Iteration 134Q: 3 clusters Score -4295901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4295896.500000 Penalty: 5226.373535
	Iteration 135Q: 3 clusters Score -4295896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4295900.500000 Penalty: 5226.373535
	Iteration 136Q: 3 clusters Score -4295900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4295901.500000 Penalty: 5226.373535
	Iteration 137Q: 3 clusters Score -4295902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4295901.500000 Penalty: 5226.373535
	Iteration 138F: 3 clusters Score -4295902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 23519 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 7428 members 
Mstep: Class 48 contains 57061 members 
Mstep: Class 49 contains 20886 members 
Entering Unmasked Estep 
Score: -139157616.000000 Penalty: 170996.109375
Splitting cluster 22 changes total score from -139120528.000000 to -139157616.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (11482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Entering Unmasked Estep 
Score: -1098933.125000 Penalty: 2318.436768
	Iteration 0F: 2 clusters Score -1098933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1090355.625000 Penalty: 4636.873535
	Iteration 0F: 3 clusters Score -1090356 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1093651.875000 Penalty: 4636.873535
	Iteration 1F: 3 clusters Score -1093652 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1094680.000000 Penalty: 4636.873535
	Iteration 2F: 3 clusters Score -1094680 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1095665.875000 Penalty: 4636.873535
	Iteration 3F: 3 clusters Score -1095666 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1096528.625000 Penalty: 4636.873535
	Iteration 4F: 3 clusters Score -1096529 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1097160.750000 Penalty: 4636.873535
	Iteration 5F: 3 clusters Score -1097161 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1097577.875000 Penalty: 4636.873535
	Iteration 6Q: 3 clusters Score -1097578 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1097849.375000 Penalty: 4636.873535
	Iteration 7Q: 3 clusters Score -1097849 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1098057.250000 Penalty: 4636.873535
	Iteration 8Q: 3 clusters Score -1098057 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1098255.250000 Penalty: 4636.873535
	Iteration 9Q: 3 clusters Score -1098255 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1098424.500000 Penalty: 4636.873535
	Iteration 10Q: 3 clusters Score -1098424 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1098524.875000 Penalty: 4636.873535
	Iteration 11Q: 3 clusters Score -1098525 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1098566.750000 Penalty: 4636.873535
	Iteration 12Q: 3 clusters Score -1098567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1098590.500000 Penalty: 4636.873535
	Iteration 13Q: 3 clusters Score -1098590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1098602.500000 Penalty: 4636.873535
	Iteration 14Q: 3 clusters Score -1098602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1098617.000000 Penalty: 4636.873535
	Iteration 15Q: 3 clusters Score -1098617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1098627.875000 Penalty: 4636.873535
	Iteration 16Q: 3 clusters Score -1098628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1098632.125000 Penalty: 4636.873535
	Iteration 17Q: 3 clusters Score -1098632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1098641.000000 Penalty: 4636.873535
	Iteration 18Q: 3 clusters Score -1098641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1098646.250000 Penalty: 4636.873535
	Iteration 19Q: 3 clusters Score -1098646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1098652.375000 Penalty: 4636.873535
	Iteration 20F: 3 clusters Score -1098652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1098655.500000 Penalty: 4636.873535
	Iteration 21Q: 3 clusters Score -1098656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1098660.875000 Penalty: 4636.873535
	Iteration 22Q: 3 clusters Score -1098661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1098660.875000 Penalty: 4636.873535
	Iteration 23Q: 3 clusters Score -1098661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1098663.250000 Penalty: 4636.873535
	Iteration 24Q: 3 clusters Score -1098663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1098666.750000 Penalty: 4636.873535
	Iteration 25Q: 3 clusters Score -1098667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1098671.625000 Penalty: 4636.873535
	Iteration 26Q: 3 clusters Score -1098672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1098671.000000 Penalty: 4636.873535
	Iteration 27Q: 3 clusters Score -1098671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1098672.750000 Penalty: 4636.873535
	Iteration 28Q: 3 clusters Score -1098673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1098673.000000 Penalty: 4636.873535
	Iteration 29Q: 3 clusters Score -1098673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1098673.875000 Penalty: 4636.873535
	Iteration 30Q: 3 clusters Score -1098674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1098673.875000 Penalty: 4636.873535
	Iteration 31F: 3 clusters Score -1098674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Entering Unmasked Estep 
Score: -2368803.000000 Penalty: 2496.260010
	Iteration 0F: 2 clusters Score -2368803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2352568.750000 Penalty: 4992.520020
	Iteration 0F: 3 clusters Score -2352569 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2359662.750000 Penalty: 4992.520020
	Iteration 1F: 3 clusters Score -2359663 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2361874.750000 Penalty: 4992.520020
	Iteration 2F: 3 clusters Score -2361875 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2364011.000000 Penalty: 4992.520020
	Iteration 3F: 3 clusters Score -2364011 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2365630.250000 Penalty: 4992.520020
	Iteration 4F: 3 clusters Score -2365630 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2366711.750000 Penalty: 4992.520020
	Iteration 5F: 3 clusters Score -2366712 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2367426.250000 Penalty: 4992.520020
	Iteration 6F: 3 clusters Score -2367426 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2367874.500000 Penalty: 4992.520020
	Iteration 7Q: 3 clusters Score -2367874 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2368166.250000 Penalty: 4992.520020
	Iteration 8Q: 3 clusters Score -2368166 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2368453.000000 Penalty: 4992.520020
	Iteration 9Q: 3 clusters Score -2368453 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2368711.000000 Penalty: 4992.520020
	Iteration 10Q: 3 clusters Score -2368711 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2368943.750000 Penalty: 4992.520020
	Iteration 11Q: 3 clusters Score -2368944 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2369154.500000 Penalty: 4992.520020
	Iteration 12Q: 3 clusters Score -2369154 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2369350.750000 Penalty: 4992.520020
	Iteration 13Q: 3 clusters Score -2369351 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2369495.000000 Penalty: 4992.520020
	Iteration 14Q: 3 clusters Score -2369495 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2369611.250000 Penalty: 4992.520020
	Iteration 15Q: 3 clusters Score -2369611 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2369730.250000 Penalty: 4992.520020
	Iteration 16Q: 3 clusters Score -2369730 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2369838.250000 Penalty: 4992.520020
	Iteration 17Q: 3 clusters Score -2369838 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2369915.000000 Penalty: 4992.520020
	Iteration 18Q: 3 clusters Score -2369915 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2369970.750000 Penalty: 4992.520020
	Iteration 19Q: 3 clusters Score -2369971 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2370014.750000 Penalty: 4992.520020
	Iteration 20F: 3 clusters Score -2370015 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2370059.000000 Penalty: 4992.520020
	Iteration 21Q: 3 clusters Score -2370059 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2370097.250000 Penalty: 4992.520020
	Iteration 22Q: 3 clusters Score -2370097 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2370122.000000 Penalty: 4992.520020
	Iteration 23Q: 3 clusters Score -2370122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2370142.500000 Penalty: 4992.520020
	Iteration 24Q: 3 clusters Score -2370142 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2370169.000000 Penalty: 4992.520020
	Iteration 25Q: 3 clusters Score -2370169 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2370193.000000 Penalty: 4992.520020
	Iteration 26Q: 3 clusters Score -2370193 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2370217.250000 Penalty: 4992.520020
	Iteration 27Q: 3 clusters Score -2370217 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2370241.250000 Penalty: 4992.520020
	Iteration 28Q: 3 clusters Score -2370241 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2370259.250000 Penalty: 4992.520020
	Iteration 29Q: 3 clusters Score -2370259 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2370268.000000 Penalty: 4992.520020
	Iteration 30Q: 3 clusters Score -2370268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2370280.750000 Penalty: 4992.520020
	Iteration 31Q: 3 clusters Score -2370281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2370287.000000 Penalty: 4992.520020
	Iteration 32Q: 3 clusters Score -2370287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2370292.750000 Penalty: 4992.520020
	Iteration 33Q: 3 clusters Score -2370293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2370299.000000 Penalty: 4992.520020
	Iteration 34Q: 3 clusters Score -2370299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2370304.000000 Penalty: 4992.520020
	Iteration 35Q: 3 clusters Score -2370304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2370315.750000 Penalty: 4992.520020
	Iteration 36Q: 3 clusters Score -2370316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2370318.000000 Penalty: 4992.520020
	Iteration 37Q: 3 clusters Score -2370318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2370315.750000 Penalty: 4992.520020
	Iteration 38Q: 3 clusters Score -2370316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2370328.000000 Penalty: 4992.520020
	Iteration 39Q: 3 clusters Score -2370328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2370322.000000 Penalty: 4992.520020
	Iteration 40F: 3 clusters Score -2370322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2370325.250000 Penalty: 4992.520020
	Iteration 41Q: 3 clusters Score -2370325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2370333.250000 Penalty: 4992.520020
	Iteration 42Q: 3 clusters Score -2370333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2370343.250000 Penalty: 4992.520020
	Iteration 43Q: 3 clusters Score -2370343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2370335.500000 Penalty: 4992.520020
	Iteration 44Q: 3 clusters Score -2370336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2370334.250000 Penalty: 4992.520020
	Iteration 45Q: 3 clusters Score -2370334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2370339.250000 Penalty: 4992.520020
	Iteration 46Q: 3 clusters Score -2370339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2370335.000000 Penalty: 4992.520020
	Iteration 47Q: 3 clusters Score -2370335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2370340.750000 Penalty: 4992.520020
	Iteration 48Q: 3 clusters Score -2370341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2370343.250000 Penalty: 4992.520020
	Iteration 49Q: 3 clusters Score -2370343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2370341.250000 Penalty: 4992.520020
	Iteration 50Q: 3 clusters Score -2370341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2370339.750000 Penalty: 4992.520020
	Iteration 51Q: 3 clusters Score -2370340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2370344.500000 Penalty: 4992.520020
	Iteration 52Q: 3 clusters Score -2370344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2370343.250000 Penalty: 4992.520020
	Iteration 53Q: 3 clusters Score -2370343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2370342.000000 Penalty: 4992.520020
	Iteration 54Q: 3 clusters Score -2370342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2370342.250000 Penalty: 4992.520020
	Iteration 55Q: 3 clusters Score -2370342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2370338.000000 Penalty: 4992.520020
	Iteration 56Q: 3 clusters Score -2370338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2370340.500000 Penalty: 4992.520020
	Iteration 57Q: 3 clusters Score -2370340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2370346.250000 Penalty: 4992.520020
	Iteration 58Q: 3 clusters Score -2370346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2370344.000000 Penalty: 4992.520020
	Iteration 59Q: 3 clusters Score -2370344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2370343.500000 Penalty: 4992.520020
	Iteration 60F: 3 clusters Score -2370344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2370346.000000 Penalty: 4992.520020
	Iteration 61Q: 3 clusters Score -2370346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2370345.000000 Penalty: 4992.520020
	Iteration 62Q: 3 clusters Score -2370345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2370345.000000 Penalty: 4992.520020
	Iteration 63F: 3 clusters Score -2370345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 37088 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 7428 members 
Mstep: Class 48 contains 57061 members 
Mstep: Class 49 contains 20886 members 
Mstep: Class 50 contains 14590 members 
Entering Unmasked Estep 
Score: -139158304.000000 Penalty: 174485.828125
Splitting cluster 24 changes total score from -139120528.000000 to -139158304.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 25 (37088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Entering Unmasked Estep 
Score: -3882503.750000 Penalty: 2609.219971
	Iteration 0F: 2 clusters Score -3882504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3857202.750000 Penalty: 5218.439941
	Iteration 0F: 3 clusters Score -3857203 nChanged 17014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3867163.250000 Penalty: 5218.439941
	Iteration 1F: 3 clusters Score -3867163 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3868605.500000 Penalty: 5218.439941
	Iteration 2F: 3 clusters Score -3868606 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3870467.750000 Penalty: 5218.439941
	Iteration 3F: 3 clusters Score -3870468 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3872727.750000 Penalty: 5218.439941
	Iteration 4F: 3 clusters Score -3872728 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3875171.500000 Penalty: 5218.439941
	Iteration 5F: 3 clusters Score -3875172 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3877093.250000 Penalty: 5218.439941
	Iteration 6F: 3 clusters Score -3877093 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3878459.250000 Penalty: 5218.439941
	Iteration 7F: 3 clusters Score -3878459 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3879459.500000 Penalty: 5218.439941
	Iteration 8Q: 3 clusters Score -3879460 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3880196.000000 Penalty: 5218.439941
	Iteration 9Q: 3 clusters Score -3880196 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3880702.750000 Penalty: 5218.439941
	Iteration 10Q: 3 clusters Score -3880703 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3881124.500000 Penalty: 5218.439941
	Iteration 11Q: 3 clusters Score -3881124 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3881418.500000 Penalty: 5218.439941
	Iteration 12Q: 3 clusters Score -3881418 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3881634.250000 Penalty: 5218.439941
	Iteration 13Q: 3 clusters Score -3881634 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3881787.250000 Penalty: 5218.439941
	Iteration 14Q: 3 clusters Score -3881787 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3881922.000000 Penalty: 5218.439941
	Iteration 15Q: 3 clusters Score -3881922 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3882020.000000 Penalty: 5218.439941
	Iteration 16Q: 3 clusters Score -3882020 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3882090.500000 Penalty: 5218.439941
	Iteration 17Q: 3 clusters Score -3882090 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3882166.000000 Penalty: 5218.439941
	Iteration 18Q: 3 clusters Score -3882166 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3882255.000000 Penalty: 5218.439941
	Iteration 19Q: 3 clusters Score -3882255 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3882312.000000 Penalty: 5218.439941
	Iteration 20F: 3 clusters Score -3882312 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3882358.750000 Penalty: 5218.439941
	Iteration 21Q: 3 clusters Score -3882359 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3882430.000000 Penalty: 5218.439941
	Iteration 22Q: 3 clusters Score -3882430 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3882471.000000 Penalty: 5218.439941
	Iteration 23Q: 3 clusters Score -3882471 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3882499.500000 Penalty: 5218.439941
	Iteration 24Q: 3 clusters Score -3882500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3882527.750000 Penalty: 5218.439941
	Iteration 25Q: 3 clusters Score -3882528 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3882556.000000 Penalty: 5218.439941
	Iteration 26Q: 3 clusters Score -3882556 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3882571.250000 Penalty: 5218.439941
	Iteration 27Q: 3 clusters Score -3882571 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3882600.500000 Penalty: 5218.439941
	Iteration 28Q: 3 clusters Score -3882600 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3882632.750000 Penalty: 5218.439941
	Iteration 29Q: 3 clusters Score -3882633 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3882649.250000 Penalty: 5218.439941
	Iteration 30Q: 3 clusters Score -3882649 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3882668.000000 Penalty: 5218.439941
	Iteration 31Q: 3 clusters Score -3882668 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3882686.000000 Penalty: 5218.439941
	Iteration 32Q: 3 clusters Score -3882686 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3882712.500000 Penalty: 5218.439941
	Iteration 33Q: 3 clusters Score -3882712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3882734.250000 Penalty: 5218.439941
	Iteration 34Q: 3 clusters Score -3882734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3882757.750000 Penalty: 5218.439941
	Iteration 35Q: 3 clusters Score -3882758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3882766.750000 Penalty: 5218.439941
	Iteration 36Q: 3 clusters Score -3882767 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3882776.500000 Penalty: 5218.439941
	Iteration 37Q: 3 clusters Score -3882776 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3882777.000000 Penalty: 5218.439941
	Iteration 38Q: 3 clusters Score -3882777 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3882793.500000 Penalty: 5218.439941
	Iteration 39Q: 3 clusters Score -3882794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3882803.750000 Penalty: 5218.439941
	Iteration 40F: 3 clusters Score -3882804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3882817.250000 Penalty: 5218.439941
	Iteration 41Q: 3 clusters Score -3882817 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3882825.500000 Penalty: 5218.439941
	Iteration 42Q: 3 clusters Score -3882826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3882822.750000 Penalty: 5218.439941
	Iteration 43Q: 3 clusters Score -3882823 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3882827.250000 Penalty: 5218.439941
	Iteration 44Q: 3 clusters Score -3882827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3882830.000000 Penalty: 5218.439941
	Iteration 45Q: 3 clusters Score -3882830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3882838.250000 Penalty: 5218.439941
	Iteration 46Q: 3 clusters Score -3882838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3882853.750000 Penalty: 5218.439941
	Iteration 47Q: 3 clusters Score -3882854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3882847.750000 Penalty: 5218.439941
	Iteration 48Q: 3 clusters Score -3882848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3882853.250000 Penalty: 5218.439941
	Iteration 49Q: 3 clusters Score -3882853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3882845.250000 Penalty: 5218.439941
	Iteration 50Q: 3 clusters Score -3882845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3882847.500000 Penalty: 5218.439941
	Iteration 51Q: 3 clusters Score -3882848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3882849.500000 Penalty: 5218.439941
	Iteration 52Q: 3 clusters Score -3882850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3882852.750000 Penalty: 5218.439941
	Iteration 53Q: 3 clusters Score -3882853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3882853.500000 Penalty: 5218.439941
	Iteration 54Q: 3 clusters Score -3882854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3882854.500000 Penalty: 5218.439941
	Iteration 55Q: 3 clusters Score -3882854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3882855.250000 Penalty: 5218.439941
	Iteration 56Q: 3 clusters Score -3882855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3882862.250000 Penalty: 5218.439941
	Iteration 57Q: 3 clusters Score -3882862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3882856.250000 Penalty: 5218.439941
	Iteration 58Q: 3 clusters Score -3882856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3882859.000000 Penalty: 5218.439941
	Iteration 59Q: 3 clusters Score -3882859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3882857.250000 Penalty: 5218.439941
	Iteration 60F: 3 clusters Score -3882857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3882866.250000 Penalty: 5218.439941
	Iteration 61Q: 3 clusters Score -3882866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3882863.750000 Penalty: 5218.439941
	Iteration 62Q: 3 clusters Score -3882864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3882865.250000 Penalty: 5218.439941
	Iteration 63Q: 3 clusters Score -3882865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3882866.750000 Penalty: 5218.439941
	Iteration 64Q: 3 clusters Score -3882867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3882868.750000 Penalty: 5218.439941
	Iteration 65Q: 3 clusters Score -3882869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3882871.000000 Penalty: 5218.439941
	Iteration 66Q: 3 clusters Score -3882871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3882876.750000 Penalty: 5218.439941
	Iteration 67Q: 3 clusters Score -3882877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3882876.000000 Penalty: 5218.439941
	Iteration 68Q: 3 clusters Score -3882876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3882878.250000 Penalty: 5218.439941
	Iteration 69Q: 3 clusters Score -3882878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3882877.500000 Penalty: 5218.439941
	Iteration 70Q: 3 clusters Score -3882878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3882882.250000 Penalty: 5218.439941
	Iteration 71Q: 3 clusters Score -3882882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3882881.500000 Penalty: 5218.439941
	Iteration 72Q: 3 clusters Score -3882882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3882878.750000 Penalty: 5218.439941
	Iteration 73Q: 3 clusters Score -3882879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3882878.500000 Penalty: 5218.439941
	Iteration 74Q: 3 clusters Score -3882878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3882882.000000 Penalty: 5218.439941
	Iteration 75Q: 3 clusters Score -3882882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3882876.750000 Penalty: 5218.439941
	Iteration 76Q: 3 clusters Score -3882877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3882883.500000 Penalty: 5218.439941
	Iteration 77Q: 3 clusters Score -3882884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3882881.750000 Penalty: 5218.439941
	Iteration 78Q: 3 clusters Score -3882882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3882882.500000 Penalty: 5218.439941
	Iteration 79Q: 3 clusters Score -3882882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3882886.500000 Penalty: 5218.439941
	Iteration 80F: 3 clusters Score -3882886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3882886.750000 Penalty: 5218.439941
	Iteration 81Q: 3 clusters Score -3882887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3882889.250000 Penalty: 5218.439941
	Iteration 82Q: 3 clusters Score -3882889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3882889.000000 Penalty: 5218.439941
	Iteration 83Q: 3 clusters Score -3882889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3882889.750000 Penalty: 5218.439941
	Iteration 84Q: 3 clusters Score -3882890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3882885.750000 Penalty: 5218.439941
	Iteration 85Q: 3 clusters Score -3882886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3882887.750000 Penalty: 5218.439941
	Iteration 86Q: 3 clusters Score -3882888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3882892.000000 Penalty: 5218.439941
	Iteration 87Q: 3 clusters Score -3882892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3882889.250000 Penalty: 5218.439941
	Iteration 88Q: 3 clusters Score -3882889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3882890.500000 Penalty: 5218.439941
	Iteration 89Q: 3 clusters Score -3882890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3882889.250000 Penalty: 5218.439941
	Iteration 90Q: 3 clusters Score -3882889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3882893.250000 Penalty: 5218.439941
	Iteration 91Q: 3 clusters Score -3882893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3882900.250000 Penalty: 5218.439941
	Iteration 92Q: 3 clusters Score -3882900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3882898.250000 Penalty: 5218.439941
	Iteration 93Q: 3 clusters Score -3882898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3882899.750000 Penalty: 5218.439941
	Iteration 94Q: 3 clusters Score -3882900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3882900.000000 Penalty: 5218.439941
	Iteration 95Q: 3 clusters Score -3882900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3882898.500000 Penalty: 5218.439941
	Iteration 96Q: 3 clusters Score -3882898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3882900.500000 Penalty: 5218.439941
	Iteration 97Q: 3 clusters Score -3882900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3882900.500000 Penalty: 5218.439941
	Iteration 98F: 3 clusters Score -3882900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 27954 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 87638 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 7428 members 
Mstep: Class 48 contains 57061 members 
Mstep: Class 49 contains 20886 members 
Mstep: Class 50 contains 14590 members 
Mstep: Class 51 contains 9134 members 
Entering Unmasked Estep 
Score: -139157808.000000 Penalty: 177975.546875
Splitting cluster 25 changes total score from -139120528.000000 to -139157808.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 26 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -84180.242188 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -84180.24 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 427 members 
Entering Unmasked Estep 
Score: -82485.140625 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -82485.14 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82951.234375 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -82951.23 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83167.531250 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -83167.53 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83315.687500 Penalty: 3354.886963
	Iteration 3F: 3 clusters Score -83315.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83440.296875 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -83440.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83581.890625 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -83581.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83698.101562 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -83698.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83760.812500 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -83760.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83829.656250 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -83829.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -83916.296875 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -83916.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83963.515625 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -83963.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84003.851562 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -84003.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84015.468750 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -84015.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84024.617188 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -84024.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84033.523438 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -84033.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84051.531250 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -84051.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84066.562500 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -84066.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84073.460938 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -84073.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84073.804688 Penalty: 3354.886963
	Iteration 18F: 3 clusters Score -84073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84078.101562 Penalty: 3354.886963
	Iteration 19Q: 3 clusters Score -84078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84079.015625 Penalty: 3354.886963
	Iteration 20F: 3 clusters Score -84079.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (87638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Entering Unmasked Estep 
Score: -9808717.000000 Penalty: 2822.480469
	Iteration 0F: 2 clusters Score -9808717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -9750001.000000 Penalty: 5644.960938
	Iteration 0F: 3 clusters Score -9750001 nChanged 41478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -9775371.000000 Penalty: 5644.960938
	Iteration 1F: 3 clusters Score -9775371 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -9778074.000000 Penalty: 5644.960938
	Iteration 2F: 3 clusters Score -9778074 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -9781860.000000 Penalty: 5644.960938
	Iteration 3F: 3 clusters Score -9781860 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -9786845.000000 Penalty: 5644.960938
	Iteration 4F: 3 clusters Score -9786845 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -9792714.000000 Penalty: 5644.960938
	Iteration 5F: 3 clusters Score -9792714 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -9798228.000000 Penalty: 5644.960938
	Iteration 6F: 3 clusters Score -9798228 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -9802305.000000 Penalty: 5644.960938
	Iteration 7F: 3 clusters Score -9802305 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -9805292.000000 Penalty: 5644.960938
	Iteration 8Q: 3 clusters Score -9805292 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -9807512.000000 Penalty: 5644.960938
	Iteration 9Q: 3 clusters Score -9807512 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -9809135.000000 Penalty: 5644.960938
	Iteration 10Q: 3 clusters Score -9809135 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -9810235.000000 Penalty: 5644.960938
	Iteration 11Q: 3 clusters Score -9810235 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -9810918.000000 Penalty: 5644.960938
	Iteration 12Q: 3 clusters Score -9810918 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -9811525.000000 Penalty: 5644.960938
	Iteration 13Q: 3 clusters Score -9811525 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -9812013.000000 Penalty: 5644.960938
	Iteration 14Q: 3 clusters Score -9812013 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -9812319.000000 Penalty: 5644.960938
	Iteration 15Q: 3 clusters Score -9812319 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -9812613.000000 Penalty: 5644.960938
	Iteration 16Q: 3 clusters Score -9812613 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -9812737.000000 Penalty: 5644.960938
	Iteration 17Q: 3 clusters Score -9812737 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -9812877.000000 Penalty: 5644.960938
	Iteration 18Q: 3 clusters Score -9812877 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -9813002.000000 Penalty: 5644.960938
	Iteration 19Q: 3 clusters Score -9813002 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -9813102.000000 Penalty: 5644.960938
	Iteration 20F: 3 clusters Score -9813102 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -9813120.000000 Penalty: 5644.960938
	Iteration 21Q: 3 clusters Score -9813120 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -9813165.000000 Penalty: 5644.960938
	Iteration 22Q: 3 clusters Score -9813165 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -9813177.000000 Penalty: 5644.960938
	Iteration 23Q: 3 clusters Score -9813177 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -9813224.000000 Penalty: 5644.960938
	Iteration 24Q: 3 clusters Score -9813224 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -9813278.000000 Penalty: 5644.960938
	Iteration 25Q: 3 clusters Score -9813278 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -9813306.000000 Penalty: 5644.960938
	Iteration 26Q: 3 clusters Score -9813306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -9813328.000000 Penalty: 5644.960938
	Iteration 27Q: 3 clusters Score -9813328 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -9813341.000000 Penalty: 5644.960938
	Iteration 28Q: 3 clusters Score -9813341 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -9813340.000000 Penalty: 5644.960938
	Iteration 29Q: 3 clusters Score -9813340 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -9813322.000000 Penalty: 5644.960938
	Iteration 30Q: 3 clusters Score -9813322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -9813350.000000 Penalty: 5644.960938
	Iteration 31Q: 3 clusters Score -9813350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -9813373.000000 Penalty: 5644.960938
	Iteration 32Q: 3 clusters Score -9813373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -9813385.000000 Penalty: 5644.960938
	Iteration 33Q: 3 clusters Score -9813385 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -9813411.000000 Penalty: 5644.960938
	Iteration 34Q: 3 clusters Score -9813411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -9813417.000000 Penalty: 5644.960938
	Iteration 35Q: 3 clusters Score -9813417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -9813411.000000 Penalty: 5644.960938
	Iteration 36Q: 3 clusters Score -9813411 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -9813391.000000 Penalty: 5644.960938
	Iteration 37Q: 3 clusters Score -9813391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -9813401.000000 Penalty: 5644.960938
	Iteration 38Q: 3 clusters Score -9813401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -9813395.000000 Penalty: 5644.960938
	Iteration 39Q: 3 clusters Score -9813395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -9813398.000000 Penalty: 5644.960938
	Iteration 40F: 3 clusters Score -9813398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -9813396.000000 Penalty: 5644.960938
	Iteration 41Q: 3 clusters Score -9813396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -9813392.000000 Penalty: 5644.960938
	Iteration 42Q: 3 clusters Score -9813392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -9813400.000000 Penalty: 5644.960938
	Iteration 43Q: 3 clusters Score -9813400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -9813410.000000 Penalty: 5644.960938
	Iteration 44Q: 3 clusters Score -9813410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -9813404.000000 Penalty: 5644.960938
	Iteration 45Q: 3 clusters Score -9813404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -9813404.000000 Penalty: 5644.960938
	Iteration 46Q: 3 clusters Score -9813404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -9813394.000000 Penalty: 5644.960938
	Iteration 47Q: 3 clusters Score -9813394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -9813389.000000 Penalty: 5644.960938
	Iteration 48Q: 3 clusters Score -9813389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -9813384.000000 Penalty: 5644.960938
	Iteration 49Q: 3 clusters Score -9813384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -9813382.000000 Penalty: 5644.960938
	Iteration 50Q: 3 clusters Score -9813382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -9813385.000000 Penalty: 5644.960938
	Iteration 51Q: 3 clusters Score -9813385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -9813372.000000 Penalty: 5644.960938
	Iteration 52Q: 3 clusters Score -9813372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -9813383.000000 Penalty: 5644.960938
	Iteration 53Q: 3 clusters Score -9813383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -9813384.000000 Penalty: 5644.960938
	Iteration 54Q: 3 clusters Score -9813384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -9813391.000000 Penalty: 5644.960938
	Iteration 55Q: 3 clusters Score -9813391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -9813393.000000 Penalty: 5644.960938
	Iteration 56Q: 3 clusters Score -9813393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -9813408.000000 Penalty: 5644.960938
	Iteration 57Q: 3 clusters Score -9813408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -9813405.000000 Penalty: 5644.960938
	Iteration 58Q: 3 clusters Score -9813405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -9813414.000000 Penalty: 5644.960938
	Iteration 59Q: 3 clusters Score -9813414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -9813420.000000 Penalty: 5644.960938
	Iteration 60F: 3 clusters Score -9813420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -9813423.000000 Penalty: 5644.960938
	Iteration 61Q: 3 clusters Score -9813423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -9813420.000000 Penalty: 5644.960938
	Iteration 62Q: 3 clusters Score -9813420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -9813411.000000 Penalty: 5644.960938
	Iteration 63Q: 3 clusters Score -9813411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -9813412.000000 Penalty: 5644.960938
	Iteration 64Q: 3 clusters Score -9813412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -9813406.000000 Penalty: 5644.960938
	Iteration 65Q: 3 clusters Score -9813406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -9813410.000000 Penalty: 5644.960938
	Iteration 66Q: 3 clusters Score -9813410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -9813410.000000 Penalty: 5644.960938
	Iteration 67Q: 3 clusters Score -9813410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -9813417.000000 Penalty: 5644.960938
	Iteration 68Q: 3 clusters Score -9813417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -9813426.000000 Penalty: 5644.960938
	Iteration 69Q: 3 clusters Score -9813426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -9813424.000000 Penalty: 5644.960938
	Iteration 70Q: 3 clusters Score -9813424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -9813428.000000 Penalty: 5644.960938
	Iteration 71Q: 3 clusters Score -9813428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -9813423.000000 Penalty: 5644.960938
	Iteration 72Q: 3 clusters Score -9813423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -9813416.000000 Penalty: 5644.960938
	Iteration 73Q: 3 clusters Score -9813416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -9813411.000000 Penalty: 5644.960938
	Iteration 74Q: 3 clusters Score -9813411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -9813416.000000 Penalty: 5644.960938
	Iteration 75Q: 3 clusters Score -9813416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -9813421.000000 Penalty: 5644.960938
	Iteration 76Q: 3 clusters Score -9813421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -9813421.000000 Penalty: 5644.960938
	Iteration 77F: 3 clusters Score -9813421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 27954 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 69109 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 7428 members 
Mstep: Class 48 contains 57061 members 
Mstep: Class 49 contains 20886 members 
Mstep: Class 50 contains 14590 members 
Mstep: Class 51 contains 9134 members 
Mstep: Class 52 contains 18529 members 
Entering Unmasked Estep 
Score: -139161536.000000 Penalty: 181465.265625
Splitting cluster 27 changes total score from -139120528.000000 to -139161536.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 28 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -170236.296875 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -170236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -167995.187500 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -167995.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -168961.265625 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -168961.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -169982.656250 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -169982.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -171169.968750 Penalty: 3715.579346
	Iteration 3F: 3 clusters Score -171170 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -172097.437500 Penalty: 3715.579346
	Iteration 4F: 3 clusters Score -172097.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -172657.437500 Penalty: 3715.579346
	Iteration 5F: 3 clusters Score -172657.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -172954.921875 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -172954.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -173266.750000 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -173266.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -173850.890625 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -173850.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -174143.421875 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -174143.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -174148.796875 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -174148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -174150.187500 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -174150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -174150.187500 Penalty: 3715.579346
	Iteration 12F: 3 clusters Score -174150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 27954 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 69109 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 49115 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 7428 members 
Mstep: Class 48 contains 57061 members 
Mstep: Class 49 contains 20886 members 
Mstep: Class 50 contains 14590 members 
Mstep: Class 51 contains 9134 members 
Mstep: Class 52 contains 18529 members 
Mstep: Class 53 contains 732 members 
Entering Unmasked Estep 
Score: -139163840.000000 Penalty: 184954.984375
Splitting cluster 28 changes total score from -139120528.000000 to -139163840.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 29 (49115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Entering Unmasked Estep 
Score: -5564576.500000 Penalty: 2678.876221
	Iteration 0F: 2 clusters Score -5564576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -5531307.000000 Penalty: 5357.752441
	Iteration 0F: 3 clusters Score -5531307 nChanged 22749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -5543964.000000 Penalty: 5357.752441
	Iteration 1F: 3 clusters Score -5543964 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -5544517.000000 Penalty: 5357.752441
	Iteration 2Q: 3 clusters Score -5544517 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -5545165.500000 Penalty: 5357.752441
	Iteration 3Q: 3 clusters Score -5545166 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5546254.000000 Penalty: 5357.752441
	Iteration 4Q: 3 clusters Score -5546254 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -5547917.500000 Penalty: 5357.752441
	Iteration 5F: 3 clusters Score -5547918 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -5550446.500000 Penalty: 5357.752441
	Iteration 6F: 3 clusters Score -5550446 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5553884.000000 Penalty: 5357.752441
	Iteration 7F: 3 clusters Score -5553884 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5557590.000000 Penalty: 5357.752441
	Iteration 8F: 3 clusters Score -5557590 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -5562310.000000 Penalty: 5357.752441
	Iteration 9F: 3 clusters Score -5562310 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -5568468.500000 Penalty: 5357.752441
	Iteration 10F: 3 clusters Score -5568468 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -5574121.500000 Penalty: 5357.752441
	Iteration 11F: 3 clusters Score -5574122 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -5576838.000000 Penalty: 5357.752441
	Iteration 12Q: 3 clusters Score -5576838 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -5577914.500000 Penalty: 5357.752441
	Iteration 13Q: 3 clusters Score -5577914 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5578423.500000 Penalty: 5357.752441
	Iteration 14Q: 3 clusters Score -5578424 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -5578690.500000 Penalty: 5357.752441
	Iteration 15Q: 3 clusters Score -5578690 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -5578837.000000 Penalty: 5357.752441
	Iteration 16Q: 3 clusters Score -5578837 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -5578934.500000 Penalty: 5357.752441
	Iteration 17Q: 3 clusters Score -5578934 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -5578986.000000 Penalty: 5357.752441
	Iteration 18Q: 3 clusters Score -5578986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -5579019.000000 Penalty: 5357.752441
	Iteration 19Q: 3 clusters Score -5579019 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5579071.500000 Penalty: 5357.752441
	Iteration 20F: 3 clusters Score -5579072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5579127.000000 Penalty: 5357.752441
	Iteration 21Q: 3 clusters Score -5579127 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5579136.500000 Penalty: 5357.752441
	Iteration 22Q: 3 clusters Score -5579136 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5579177.000000 Penalty: 5357.752441
	Iteration 23Q: 3 clusters Score -5579177 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5579186.500000 Penalty: 5357.752441
	Iteration 24Q: 3 clusters Score -5579186 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -5579213.500000 Penalty: 5357.752441
	Iteration 25Q: 3 clusters Score -5579214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -5579239.000000 Penalty: 5357.752441
	Iteration 26Q: 3 clusters Score -5579239 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -5579233.000000 Penalty: 5357.752441
	Iteration 27Q: 3 clusters Score -5579233 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -5579236.500000 Penalty: 5357.752441
	Iteration 28Q: 3 clusters Score -5579236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -5579257.000000 Penalty: 5357.752441
	Iteration 29Q: 3 clusters Score -5579257 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5579278.000000 Penalty: 5357.752441
	Iteration 30Q: 3 clusters Score -5579278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5579277.500000 Penalty: 5357.752441
	Iteration 31Q: 3 clusters Score -5579278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -5579279.500000 Penalty: 5357.752441
	Iteration 32Q: 3 clusters Score -5579280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5579296.000000 Penalty: 5357.752441
	Iteration 33Q: 3 clusters Score -5579296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -5579306.500000 Penalty: 5357.752441
	Iteration 34Q: 3 clusters Score -5579306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -5579297.000000 Penalty: 5357.752441
	Iteration 35Q: 3 clusters Score -5579297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -5579299.500000 Penalty: 5357.752441
	Iteration 36Q: 3 clusters Score -5579300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -5579317.500000 Penalty: 5357.752441
	Iteration 37Q: 3 clusters Score -5579318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5579331.000000 Penalty: 5357.752441
	Iteration 38Q: 3 clusters Score -5579331 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5579344.000000 Penalty: 5357.752441
	Iteration 39Q: 3 clusters Score -5579344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5579349.500000 Penalty: 5357.752441
	Iteration 40F: 3 clusters Score -5579350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5579375.000000 Penalty: 5357.752441
	Iteration 41Q: 3 clusters Score -5579375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5579377.000000 Penalty: 5357.752441
	Iteration 42Q: 3 clusters Score -5579377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -5579399.000000 Penalty: 5357.752441
	Iteration 43Q: 3 clusters Score -5579399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -5579392.000000 Penalty: 5357.752441
	Iteration 44Q: 3 clusters Score -5579392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -5579402.000000 Penalty: 5357.752441
	Iteration 45Q: 3 clusters Score -5579402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -5579418.500000 Penalty: 5357.752441
	Iteration 46Q: 3 clusters Score -5579418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5579421.500000 Penalty: 5357.752441
	Iteration 47Q: 3 clusters Score -5579422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -5579430.500000 Penalty: 5357.752441
	Iteration 48Q: 3 clusters Score -5579430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -5579436.000000 Penalty: 5357.752441
	Iteration 49Q: 3 clusters Score -5579436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -5579442.500000 Penalty: 5357.752441
	Iteration 50Q: 3 clusters Score -5579442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5579453.500000 Penalty: 5357.752441
	Iteration 51Q: 3 clusters Score -5579454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5579463.500000 Penalty: 5357.752441
	Iteration 52Q: 3 clusters Score -5579464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -5579472.500000 Penalty: 5357.752441
	Iteration 53Q: 3 clusters Score -5579472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -5579496.500000 Penalty: 5357.752441
	Iteration 54Q: 3 clusters Score -5579496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -5579494.500000 Penalty: 5357.752441
	Iteration 55Q: 3 clusters Score -5579494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -5579511.000000 Penalty: 5357.752441
	Iteration 56Q: 3 clusters Score -5579511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -5579511.000000 Penalty: 5357.752441
	Iteration 57Q: 3 clusters Score -5579511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5579530.500000 Penalty: 5357.752441
	Iteration 58Q: 3 clusters Score -5579530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -5579531.500000 Penalty: 5357.752441
	Iteration 59Q: 3 clusters Score -5579532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -5579527.500000 Penalty: 5357.752441
	Iteration 60F: 3 clusters Score -5579528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -5579521.500000 Penalty: 5357.752441
	Iteration 61Q: 3 clusters Score -5579522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -5579533.000000 Penalty: 5357.752441
	Iteration 62Q: 3 clusters Score -5579533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -5579528.000000 Penalty: 5357.752441
	Iteration 63Q: 3 clusters Score -5579528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -5579537.500000 Penalty: 5357.752441
	Iteration 64Q: 3 clusters Score -5579538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5579543.000000 Penalty: 5357.752441
	Iteration 65Q: 3 clusters Score -5579543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -5579551.500000 Penalty: 5357.752441
	Iteration 66Q: 3 clusters Score -5579552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5579558.000000 Penalty: 5357.752441
	Iteration 67Q: 3 clusters Score -5579558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5579571.000000 Penalty: 5357.752441
	Iteration 68Q: 3 clusters Score -5579571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5579571.000000 Penalty: 5357.752441
	Iteration 69Q: 3 clusters Score -5579571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -5579575.000000 Penalty: 5357.752441
	Iteration 70Q: 3 clusters Score -5579575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -5579577.500000 Penalty: 5357.752441
	Iteration 71Q: 3 clusters Score -5579578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -5579585.000000 Penalty: 5357.752441
	Iteration 72Q: 3 clusters Score -5579585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5579581.500000 Penalty: 5357.752441
	Iteration 73Q: 3 clusters Score -5579582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5579576.500000 Penalty: 5357.752441
	Iteration 74Q: 3 clusters Score -5579576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5579572.500000 Penalty: 5357.752441
	Iteration 75Q: 3 clusters Score -5579572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -5579573.500000 Penalty: 5357.752441
	Iteration 76Q: 3 clusters Score -5579574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -5579573.000000 Penalty: 5357.752441
	Iteration 77Q: 3 clusters Score -5579573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -5579573.500000 Penalty: 5357.752441
	Iteration 78Q: 3 clusters Score -5579574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -5579569.000000 Penalty: 5357.752441
	Iteration 79Q: 3 clusters Score -5579569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5579563.500000 Penalty: 5357.752441
	Iteration 80F: 3 clusters Score -5579564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -5579554.500000 Penalty: 5357.752441
	Iteration 81Q: 3 clusters Score -5579554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -5579551.500000 Penalty: 5357.752441
	Iteration 82Q: 3 clusters Score -5579552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -5579546.500000 Penalty: 5357.752441
	Iteration 83Q: 3 clusters Score -5579546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5579555.500000 Penalty: 5357.752441
	Iteration 84Q: 3 clusters Score -5579556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -5579564.500000 Penalty: 5357.752441
	Iteration 85Q: 3 clusters Score -5579564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5579568.000000 Penalty: 5357.752441
	Iteration 86Q: 3 clusters Score -5579568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5579569.500000 Penalty: 5357.752441
	Iteration 87Q: 3 clusters Score -5579570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -5579574.000000 Penalty: 5357.752441
	Iteration 88Q: 3 clusters Score -5579574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -5579574.500000 Penalty: 5357.752441
	Iteration 89Q: 3 clusters Score -5579574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -5579568.500000 Penalty: 5357.752441
	Iteration 90Q: 3 clusters Score -5579568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5579583.500000 Penalty: 5357.752441
	Iteration 91Q: 3 clusters Score -5579584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -5579588.500000 Penalty: 5357.752441
	Iteration 92Q: 3 clusters Score -5579588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5579578.500000 Penalty: 5357.752441
	Iteration 93Q: 3 clusters Score -5579578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -5579582.000000 Penalty: 5357.752441
	Iteration 94Q: 3 clusters Score -5579582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -5579585.500000 Penalty: 5357.752441
	Iteration 95Q: 3 clusters Score -5579586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5579584.000000 Penalty: 5357.752441
	Iteration 96Q: 3 clusters Score -5579584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -5579579.500000 Penalty: 5357.752441
	Iteration 97Q: 3 clusters Score -5579580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -5579572.500000 Penalty: 5357.752441
	Iteration 98Q: 3 clusters Score -5579572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -5579576.000000 Penalty: 5357.752441
	Iteration 99Q: 3 clusters Score -5579576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -5579568.000000 Penalty: 5357.752441
	Iteration 100F: 3 clusters Score -5579568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -5579577.000000 Penalty: 5357.752441
	Iteration 101Q: 3 clusters Score -5579577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -5579573.500000 Penalty: 5357.752441
	Iteration 102Q: 3 clusters Score -5579574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -5579576.000000 Penalty: 5357.752441
	Iteration 103Q: 3 clusters Score -5579576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -5579574.000000 Penalty: 5357.752441
	Iteration 104Q: 3 clusters Score -5579574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -5579572.000000 Penalty: 5357.752441
	Iteration 105Q: 3 clusters Score -5579572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -5579572.000000 Penalty: 5357.752441
	Iteration 106F: 3 clusters Score -5579572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 27954 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 69109 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 30407 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 7428 members 
Mstep: Class 48 contains 57061 members 
Mstep: Class 49 contains 20886 members 
Mstep: Class 50 contains 14590 members 
Mstep: Class 51 contains 9134 members 
Mstep: Class 52 contains 18529 members 
Mstep: Class 53 contains 732 members 
Mstep: Class 54 contains 18708 members 
Entering Unmasked Estep 
Score: -139178304.000000 Penalty: 188444.703125
Splitting cluster 29 changes total score from -139120528.000000 to -139178304.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 30 (11812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Entering Unmasked Estep 
Score: -1296478.000000 Penalty: 2325.464111
	Iteration 0F: 2 clusters Score -1296478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1287732.000000 Penalty: 4650.928223
	Iteration 0F: 3 clusters Score -1287732 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1290513.500000 Penalty: 4650.928223
	Iteration 1F: 3 clusters Score -1290514 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1291027.000000 Penalty: 4650.928223
	Iteration 2F: 3 clusters Score -1291027 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1291462.500000 Penalty: 4650.928223
	Iteration 3F: 3 clusters Score -1291462 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1291842.875000 Penalty: 4650.928223
	Iteration 4F: 3 clusters Score -1291843 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1292245.750000 Penalty: 4650.928223
	Iteration 5F: 3 clusters Score -1292246 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1292698.875000 Penalty: 4650.928223
	Iteration 6F: 3 clusters Score -1292699 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1293194.500000 Penalty: 4650.928223
	Iteration 7F: 3 clusters Score -1293194 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1293751.625000 Penalty: 4650.928223
	Iteration 8F: 3 clusters Score -1293752 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1294302.250000 Penalty: 4650.928223
	Iteration 9F: 3 clusters Score -1294302 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1294761.125000 Penalty: 4650.928223
	Iteration 10Q: 3 clusters Score -1294761 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1295089.750000 Penalty: 4650.928223
	Iteration 11Q: 3 clusters Score -1295090 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1295284.500000 Penalty: 4650.928223
	Iteration 12Q: 3 clusters Score -1295284 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1295429.125000 Penalty: 4650.928223
	Iteration 13Q: 3 clusters Score -1295429 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1295503.000000 Penalty: 4650.928223
	Iteration 14Q: 3 clusters Score -1295503 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1295548.250000 Penalty: 4650.928223
	Iteration 15Q: 3 clusters Score -1295548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1295577.750000 Penalty: 4650.928223
	Iteration 16Q: 3 clusters Score -1295578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1295601.125000 Penalty: 4650.928223
	Iteration 17Q: 3 clusters Score -1295601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1295612.125000 Penalty: 4650.928223
	Iteration 18Q: 3 clusters Score -1295612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1295616.375000 Penalty: 4650.928223
	Iteration 19Q: 3 clusters Score -1295616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1295618.500000 Penalty: 4650.928223
	Iteration 20F: 3 clusters Score -1295618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1295626.875000 Penalty: 4650.928223
	Iteration 21Q: 3 clusters Score -1295627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1295627.125000 Penalty: 4650.928223
	Iteration 22Q: 3 clusters Score -1295627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1295638.125000 Penalty: 4650.928223
	Iteration 23Q: 3 clusters Score -1295638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1295646.375000 Penalty: 4650.928223
	Iteration 24Q: 3 clusters Score -1295646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1295653.000000 Penalty: 4650.928223
	Iteration 25Q: 3 clusters Score -1295653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1295660.750000 Penalty: 4650.928223
	Iteration 26Q: 3 clusters Score -1295661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1295662.500000 Penalty: 4650.928223
	Iteration 27Q: 3 clusters Score -1295662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1295669.250000 Penalty: 4650.928223
	Iteration 28Q: 3 clusters Score -1295669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1295679.000000 Penalty: 4650.928223
	Iteration 29Q: 3 clusters Score -1295679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1295691.750000 Penalty: 4650.928223
	Iteration 30Q: 3 clusters Score -1295692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1295720.875000 Penalty: 4650.928223
	Iteration 31Q: 3 clusters Score -1295721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1295746.125000 Penalty: 4650.928223
	Iteration 32Q: 3 clusters Score -1295746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1295788.500000 Penalty: 4650.928223
	Iteration 33Q: 3 clusters Score -1295788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1295808.375000 Penalty: 4650.928223
	Iteration 34Q: 3 clusters Score -1295808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1295824.375000 Penalty: 4650.928223
	Iteration 35Q: 3 clusters Score -1295824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1295830.000000 Penalty: 4650.928223
	Iteration 36Q: 3 clusters Score -1295830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1295838.625000 Penalty: 4650.928223
	Iteration 37Q: 3 clusters Score -1295839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1295840.750000 Penalty: 4650.928223
	Iteration 38Q: 3 clusters Score -1295841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1295863.625000 Penalty: 4650.928223
	Iteration 39Q: 3 clusters Score -1295864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1295867.000000 Penalty: 4650.928223
	Iteration 40F: 3 clusters Score -1295867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1295874.500000 Penalty: 4650.928223
	Iteration 41Q: 3 clusters Score -1295874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1295878.375000 Penalty: 4650.928223
	Iteration 42Q: 3 clusters Score -1295878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1295882.875000 Penalty: 4650.928223
	Iteration 43Q: 3 clusters Score -1295883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1295881.125000 Penalty: 4650.928223
	Iteration 44Q: 3 clusters Score -1295881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1295882.625000 Penalty: 4650.928223
	Iteration 45Q: 3 clusters Score -1295883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1295882.875000 Penalty: 4650.928223
	Iteration 46Q: 3 clusters Score -1295883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1295882.875000 Penalty: 4650.928223
	Iteration 47F: 3 clusters Score -1295883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Entering Unmasked Estep 
Score: -3038925.000000 Penalty: 2551.559326
	Iteration 0F: 2 clusters Score -3038925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3018772.750000 Penalty: 5103.118652
	Iteration 0F: 3 clusters Score -3018773 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3027447.500000 Penalty: 5103.118652
	Iteration 1F: 3 clusters Score -3027448 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3029587.750000 Penalty: 5103.118652
	Iteration 2F: 3 clusters Score -3029588 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3031896.750000 Penalty: 5103.118652
	Iteration 3F: 3 clusters Score -3031897 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3033709.500000 Penalty: 5103.118652
	Iteration 4F: 3 clusters Score -3033710 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3034830.500000 Penalty: 5103.118652
	Iteration 5F: 3 clusters Score -3034830 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3035564.250000 Penalty: 5103.118652
	Iteration 6Q: 3 clusters Score -3035564 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3036061.500000 Penalty: 5103.118652
	Iteration 7Q: 3 clusters Score -3036062 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3036399.000000 Penalty: 5103.118652
	Iteration 8Q: 3 clusters Score -3036399 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3036657.250000 Penalty: 5103.118652
	Iteration 9Q: 3 clusters Score -3036657 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3036791.750000 Penalty: 5103.118652
	Iteration 10Q: 3 clusters Score -3036792 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3036897.000000 Penalty: 5103.118652
	Iteration 11Q: 3 clusters Score -3036897 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3036995.500000 Penalty: 5103.118652
	Iteration 12Q: 3 clusters Score -3036996 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3037086.750000 Penalty: 5103.118652
	Iteration 13Q: 3 clusters Score -3037087 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3037131.500000 Penalty: 5103.118652
	Iteration 14Q: 3 clusters Score -3037132 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3037176.750000 Penalty: 5103.118652
	Iteration 15Q: 3 clusters Score -3037177 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3037189.500000 Penalty: 5103.118652
	Iteration 16Q: 3 clusters Score -3037190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3037206.500000 Penalty: 5103.118652
	Iteration 17Q: 3 clusters Score -3037206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3037225.250000 Penalty: 5103.118652
	Iteration 18Q: 3 clusters Score -3037225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3037231.750000 Penalty: 5103.118652
	Iteration 19Q: 3 clusters Score -3037232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3037232.000000 Penalty: 5103.118652
	Iteration 20F: 3 clusters Score -3037232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3037244.000000 Penalty: 5103.118652
	Iteration 21Q: 3 clusters Score -3037244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3037249.250000 Penalty: 5103.118652
	Iteration 22Q: 3 clusters Score -3037249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3037241.250000 Penalty: 5103.118652
	Iteration 23Q: 3 clusters Score -3037241 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3037256.500000 Penalty: 5103.118652
	Iteration 24Q: 3 clusters Score -3037256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3037263.000000 Penalty: 5103.118652
	Iteration 25Q: 3 clusters Score -3037263 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3037269.250000 Penalty: 5103.118652
	Iteration 26Q: 3 clusters Score -3037269 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3037273.250000 Penalty: 5103.118652
	Iteration 27Q: 3 clusters Score -3037273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3037277.750000 Penalty: 5103.118652
	Iteration 28Q: 3 clusters Score -3037278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3037288.000000 Penalty: 5103.118652
	Iteration 29Q: 3 clusters Score -3037288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3037294.500000 Penalty: 5103.118652
	Iteration 30Q: 3 clusters Score -3037294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3037298.500000 Penalty: 5103.118652
	Iteration 31Q: 3 clusters Score -3037298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3037302.250000 Penalty: 5103.118652
	Iteration 32Q: 3 clusters Score -3037302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3037307.750000 Penalty: 5103.118652
	Iteration 33Q: 3 clusters Score -3037308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3037319.250000 Penalty: 5103.118652
	Iteration 34Q: 3 clusters Score -3037319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3037322.000000 Penalty: 5103.118652
	Iteration 35Q: 3 clusters Score -3037322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3037314.000000 Penalty: 5103.118652
	Iteration 36Q: 3 clusters Score -3037314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3037323.500000 Penalty: 5103.118652
	Iteration 37Q: 3 clusters Score -3037324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3037318.750000 Penalty: 5103.118652
	Iteration 38Q: 3 clusters Score -3037319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3037328.000000 Penalty: 5103.118652
	Iteration 39Q: 3 clusters Score -3037328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3037330.000000 Penalty: 5103.118652
	Iteration 40F: 3 clusters Score -3037330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3037336.250000 Penalty: 5103.118652
	Iteration 41Q: 3 clusters Score -3037336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3037333.250000 Penalty: 5103.118652
	Iteration 42Q: 3 clusters Score -3037333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3037338.750000 Penalty: 5103.118652
	Iteration 43Q: 3 clusters Score -3037339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3037345.500000 Penalty: 5103.118652
	Iteration 44Q: 3 clusters Score -3037346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3037345.750000 Penalty: 5103.118652
	Iteration 45Q: 3 clusters Score -3037346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3037348.000000 Penalty: 5103.118652
	Iteration 46Q: 3 clusters Score -3037348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3037350.500000 Penalty: 5103.118652
	Iteration 47Q: 3 clusters Score -3037350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3037352.250000 Penalty: 5103.118652
	Iteration 48Q: 3 clusters Score -3037352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3037366.000000 Penalty: 5103.118652
	Iteration 49Q: 3 clusters Score -3037366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -3037360.500000 Penalty: 5103.118652
	Iteration 50Q: 3 clusters Score -3037360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3037365.500000 Penalty: 5103.118652
	Iteration 51Q: 3 clusters Score -3037366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3037365.500000 Penalty: 5103.118652
	Iteration 52Q: 3 clusters Score -3037366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3037365.250000 Penalty: 5103.118652
	Iteration 53Q: 3 clusters Score -3037365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3037366.000000 Penalty: 5103.118652
	Iteration 54Q: 3 clusters Score -3037366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3037365.750000 Penalty: 5103.118652
	Iteration 55Q: 3 clusters Score -3037366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3037372.500000 Penalty: 5103.118652
	Iteration 56Q: 3 clusters Score -3037372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3037370.000000 Penalty: 5103.118652
	Iteration 57Q: 3 clusters Score -3037370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3037370.500000 Penalty: 5103.118652
	Iteration 58Q: 3 clusters Score -3037370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3037366.250000 Penalty: 5103.118652
	Iteration 59Q: 3 clusters Score -3037366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3037377.250000 Penalty: 5103.118652
	Iteration 60F: 3 clusters Score -3037377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3037375.250000 Penalty: 5103.118652
	Iteration 61Q: 3 clusters Score -3037375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3037373.500000 Penalty: 5103.118652
	Iteration 62Q: 3 clusters Score -3037374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3037369.000000 Penalty: 5103.118652
	Iteration 63Q: 3 clusters Score -3037369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3037368.500000 Penalty: 5103.118652
	Iteration 64Q: 3 clusters Score -3037368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3037365.250000 Penalty: 5103.118652
	Iteration 65Q: 3 clusters Score -3037365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3037363.000000 Penalty: 5103.118652
	Iteration 66Q: 3 clusters Score -3037363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3037362.500000 Penalty: 5103.118652
	Iteration 67Q: 3 clusters Score -3037362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3037365.000000 Penalty: 5103.118652
	Iteration 68Q: 3 clusters Score -3037365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3037371.250000 Penalty: 5103.118652
	Iteration 69Q: 3 clusters Score -3037371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3037374.000000 Penalty: 5103.118652
	Iteration 70Q: 3 clusters Score -3037374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -3037373.500000 Penalty: 5103.118652
	Iteration 71Q: 3 clusters Score -3037374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3037375.000000 Penalty: 5103.118652
	Iteration 72Q: 3 clusters Score -3037375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3037377.500000 Penalty: 5103.118652
	Iteration 73Q: 3 clusters Score -3037378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3037377.000000 Penalty: 5103.118652
	Iteration 74Q: 3 clusters Score -3037377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3037384.750000 Penalty: 5103.118652
	Iteration 75Q: 3 clusters Score -3037385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3037377.750000 Penalty: 5103.118652
	Iteration 76Q: 3 clusters Score -3037378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3037379.000000 Penalty: 5103.118652
	Iteration 77Q: 3 clusters Score -3037379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3037382.000000 Penalty: 5103.118652
	Iteration 78Q: 3 clusters Score -3037382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3037380.750000 Penalty: 5103.118652
	Iteration 79Q: 3 clusters Score -3037381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3037387.250000 Penalty: 5103.118652
	Iteration 80F: 3 clusters Score -3037387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3037385.000000 Penalty: 5103.118652
	Iteration 81Q: 3 clusters Score -3037385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3037387.250000 Penalty: 5103.118652
	Iteration 82Q: 3 clusters Score -3037387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3037386.250000 Penalty: 5103.118652
	Iteration 83Q: 3 clusters Score -3037386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3037383.250000 Penalty: 5103.118652
	Iteration 84Q: 3 clusters Score -3037383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3037382.500000 Penalty: 5103.118652
	Iteration 85Q: 3 clusters Score -3037382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3037382.500000 Penalty: 5103.118652
	Iteration 86F: 3 clusters Score -3037382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -1045366.750000 Penalty: 2277.044678
	Iteration 0F: 2 clusters Score -1045367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1037838.312500 Penalty: 4554.089355
	Iteration 0F: 3 clusters Score -1037838 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1040130.062500 Penalty: 4554.089355
	Iteration 1F: 3 clusters Score -1040130 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1040418.375000 Penalty: 4554.089355
	Iteration 2F: 3 clusters Score -1040418 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1040632.500000 Penalty: 4554.089355
	Iteration 3F: 3 clusters Score -1040632 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1040796.500000 Penalty: 4554.089355
	Iteration 4Q: 3 clusters Score -1040796 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1041004.625000 Penalty: 4554.089355
	Iteration 5Q: 3 clusters Score -1041005 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1041219.375000 Penalty: 4554.089355
	Iteration 6Q: 3 clusters Score -1041219 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1041471.625000 Penalty: 4554.089355
	Iteration 7Q: 3 clusters Score -1041472 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1041745.437500 Penalty: 4554.089355
	Iteration 8Q: 3 clusters Score -1041745 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1042054.375000 Penalty: 4554.089355
	Iteration 9Q: 3 clusters Score -1042054 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1042438.062500 Penalty: 4554.089355
	Iteration 10Q: 3 clusters Score -1042438 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1042858.500000 Penalty: 4554.089355
	Iteration 11Q: 3 clusters Score -1042858 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1043298.187500 Penalty: 4554.089355
	Iteration 12Q: 3 clusters Score -1043298 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1043721.937500 Penalty: 4554.089355
	Iteration 13Q: 3 clusters Score -1043722 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1044069.937500 Penalty: 4554.089355
	Iteration 14Q: 3 clusters Score -1044070 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1044308.562500 Penalty: 4554.089355
	Iteration 15Q: 3 clusters Score -1044309 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1044474.562500 Penalty: 4554.089355
	Iteration 16Q: 3 clusters Score -1044475 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1044586.750000 Penalty: 4554.089355
	Iteration 17Q: 3 clusters Score -1044587 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1044663.437500 Penalty: 4554.089355
	Iteration 18Q: 3 clusters Score -1044663 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1044721.562500 Penalty: 4554.089355
	Iteration 19Q: 3 clusters Score -1044722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1044768.375000 Penalty: 4554.089355
	Iteration 20F: 3 clusters Score -1044768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1044804.250000 Penalty: 4554.089355
	Iteration 21Q: 3 clusters Score -1044804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1044825.000000 Penalty: 4554.089355
	Iteration 22Q: 3 clusters Score -1044825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1044833.125000 Penalty: 4554.089355
	Iteration 23Q: 3 clusters Score -1044833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1044845.187500 Penalty: 4554.089355
	Iteration 24Q: 3 clusters Score -1044845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1044848.625000 Penalty: 4554.089355
	Iteration 25Q: 3 clusters Score -1044849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1044852.625000 Penalty: 4554.089355
	Iteration 26Q: 3 clusters Score -1044853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1044857.875000 Penalty: 4554.089355
	Iteration 27Q: 3 clusters Score -1044858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1044858.125000 Penalty: 4554.089355
	Iteration 28Q: 3 clusters Score -1044858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1044862.812500 Penalty: 4554.089355
	Iteration 29Q: 3 clusters Score -1044863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1044863.687500 Penalty: 4554.089355
	Iteration 30Q: 3 clusters Score -1044864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1044867.500000 Penalty: 4554.089355
	Iteration 31Q: 3 clusters Score -1044868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1044868.312500 Penalty: 4554.089355
	Iteration 32Q: 3 clusters Score -1044868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1044872.187500 Penalty: 4554.089355
	Iteration 33Q: 3 clusters Score -1044872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1044872.625000 Penalty: 4554.089355
	Iteration 34Q: 3 clusters Score -1044873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1044875.187500 Penalty: 4554.089355
	Iteration 35Q: 3 clusters Score -1044875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1044875.812500 Penalty: 4554.089355
	Iteration 36Q: 3 clusters Score -1044876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1044877.625000 Penalty: 4554.089355
	Iteration 37Q: 3 clusters Score -1044878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1044876.562500 Penalty: 4554.089355
	Iteration 38Q: 3 clusters Score -1044877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1044877.437500 Penalty: 4554.089355
	Iteration 39Q: 3 clusters Score -1044877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1044879.625000 Penalty: 4554.089355
	Iteration 40F: 3 clusters Score -1044880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Entering Unmasked Estep 
Score: -554886.375000 Penalty: 2111.270020
	Iteration 0F: 2 clusters Score -554886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -550371.812500 Penalty: 4222.540039
	Iteration 0F: 3 clusters Score -550371.8 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -551488.937500 Penalty: 4222.540039
	Iteration 1F: 3 clusters Score -551488.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -551786.937500 Penalty: 4222.540039
	Iteration 2F: 3 clusters Score -551786.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -552024.750000 Penalty: 4222.540039
	Iteration 3F: 3 clusters Score -552024.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -552256.687500 Penalty: 4222.540039
	Iteration 4Q: 3 clusters Score -552256.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -552460.187500 Penalty: 4222.540039
	Iteration 5Q: 3 clusters Score -552460.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -552629.187500 Penalty: 4222.540039
	Iteration 6Q: 3 clusters Score -552629.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -552789.500000 Penalty: 4222.540039
	Iteration 7Q: 3 clusters Score -552789.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -552913.062500 Penalty: 4222.540039
	Iteration 8Q: 3 clusters Score -552913.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -553041.750000 Penalty: 4222.540039
	Iteration 9Q: 3 clusters Score -553041.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -553161.812500 Penalty: 4222.540039
	Iteration 10Q: 3 clusters Score -553161.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -553277.750000 Penalty: 4222.540039
	Iteration 11Q: 3 clusters Score -553277.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -553374.125000 Penalty: 4222.540039
	Iteration 12Q: 3 clusters Score -553374.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -553447.437500 Penalty: 4222.540039
	Iteration 13Q: 3 clusters Score -553447.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -553512.875000 Penalty: 4222.540039
	Iteration 14Q: 3 clusters Score -553512.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -553577.812500 Penalty: 4222.540039
	Iteration 15Q: 3 clusters Score -553577.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -553628.687500 Penalty: 4222.540039
	Iteration 16Q: 3 clusters Score -553628.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -553664.875000 Penalty: 4222.540039
	Iteration 17Q: 3 clusters Score -553664.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -553691.500000 Penalty: 4222.540039
	Iteration 18Q: 3 clusters Score -553691.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -553709.750000 Penalty: 4222.540039
	Iteration 19Q: 3 clusters Score -553709.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -553734.500000 Penalty: 4222.540039
	Iteration 20F: 3 clusters Score -553734.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -553750.875000 Penalty: 4222.540039
	Iteration 21Q: 3 clusters Score -553750.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -553765.187500 Penalty: 4222.540039
	Iteration 22Q: 3 clusters Score -553765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -553774.750000 Penalty: 4222.540039
	Iteration 23Q: 3 clusters Score -553774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -553777.937500 Penalty: 4222.540039
	Iteration 24Q: 3 clusters Score -553777.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -553783.875000 Penalty: 4222.540039
	Iteration 25Q: 3 clusters Score -553783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -553786.000000 Penalty: 4222.540039
	Iteration 26Q: 3 clusters Score -553786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -553788.375000 Penalty: 4222.540039
	Iteration 27Q: 3 clusters Score -553788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -553788.375000 Penalty: 4222.540039
	Iteration 28F: 3 clusters Score -553788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Entering Unmasked Estep 
Score: -437633.062500 Penalty: 2115.222168
	Iteration 0F: 2 clusters Score -437633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -433201.406250 Penalty: 4230.444336
	Iteration 0F: 3 clusters Score -433201.4 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -435634.656250 Penalty: 4230.444336
	Iteration 1F: 3 clusters Score -435634.7 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -437512.125000 Penalty: 4230.444336
	Iteration 2F: 3 clusters Score -437512.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -438744.750000 Penalty: 4230.444336
	Iteration 3F: 3 clusters Score -438744.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -439356.250000 Penalty: 4230.444336
	Iteration 4F: 3 clusters Score -439356.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -439672.687500 Penalty: 4230.444336
	Iteration 5Q: 3 clusters Score -439672.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -439824.875000 Penalty: 4230.444336
	Iteration 6Q: 3 clusters Score -439824.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -439913.562500 Penalty: 4230.444336
	Iteration 7Q: 3 clusters Score -439913.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -439966.812500 Penalty: 4230.444336
	Iteration 8Q: 3 clusters Score -439966.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -439989.156250 Penalty: 4230.444336
	Iteration 9Q: 3 clusters Score -439989.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -440013.843750 Penalty: 4230.444336
	Iteration 10Q: 3 clusters Score -440013.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -440036.093750 Penalty: 4230.444336
	Iteration 11Q: 3 clusters Score -440036.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -440054.343750 Penalty: 4230.444336
	Iteration 12Q: 3 clusters Score -440054.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -440061.750000 Penalty: 4230.444336
	Iteration 13Q: 3 clusters Score -440061.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -440068.125000 Penalty: 4230.444336
	Iteration 14Q: 3 clusters Score -440068.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -440073.468750 Penalty: 4230.444336
	Iteration 15Q: 3 clusters Score -440073.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -440079.281250 Penalty: 4230.444336
	Iteration 16Q: 3 clusters Score -440079.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -440083.750000 Penalty: 4230.444336
	Iteration 17Q: 3 clusters Score -440083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -440084.750000 Penalty: 4230.444336
	Iteration 18Q: 3 clusters Score -440084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -440086.531250 Penalty: 4230.444336
	Iteration 19Q: 3 clusters Score -440086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -440086.531250 Penalty: 4230.444336
	Iteration 20F: 3 clusters Score -440086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 27954 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 69109 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 30407 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14354 members 
Mstep: Class 35 contains 1622 members 
Mstep: Class 36 contains 3291 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 15214 members 
Mstep: Class 40 contains 3801 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 5615 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 7428 members 
Mstep: Class 48 contains 57061 members 
Mstep: Class 49 contains 20886 members 
Mstep: Class 50 contains 14590 members 
Mstep: Class 51 contains 9134 members 
Mstep: Class 52 contains 18529 members 
Mstep: Class 53 contains 732 members 
Mstep: Class 54 contains 18708 members 
Mstep: Class 55 contains 3438 members 
Entering Unmasked Estep 
Score: -139179504.000000 Penalty: 191934.406250
Splitting cluster 35 changes total score from -139120528.000000 to -139179504.000000
So it's getting split into cluster 55.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 59543 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 132122 members 
Mstep: Class 8 contains 214735 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 49538 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 144048 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 27954 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 69109 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 30407 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 35 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139201216.000000 Penalty: 191934.406250
Iteration 79Q: 56 clusters Score -1.392012e+08 nChanged 30375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 112326 members 
Mstep: Class 2 contains 14737 members 
Mstep: Class 3 contains 60026 members 
Mstep: Class 4 contains 6938 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 8605 members 
Mstep: Class 7 contains 132291 members 
Mstep: Class 8 contains 215453 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 24003 members 
Mstep: Class 11 contains 13148 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 49655 members 
Mstep: Class 15 contains 13633 members 
Mstep: Class 16 contains 4530 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 4365 members 
Mstep: Class 19 contains 145338 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 4994 members 
Mstep: Class 22 contains 17315 members 
Mstep: Class 23 contains 11537 members 
Mstep: Class 24 contains 9220 members 
Mstep: Class 25 contains 26761 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 68753 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 30735 members 
Mstep: Class 30 contains 11779 members 
Mstep: Class 31 contains 29683 members 
Mstep: Class 32 contains 9756 members 
Mstep: Class 33 contains 5023 members 
Mstep: Class 34 contains 14113 members 
Mstep: Class 35 contains 1893 members 
Mstep: Class 36 contains 3506 members 
Mstep: Class 37 contains 5061 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 14204 members 
Mstep: Class 40 contains 3991 members 
Mstep: Class 41 contains 10408 members 
Mstep: Class 42 contains 10524 members 
Mstep: Class 43 contains 5239 members 
Mstep: Class 44 contains 15466 members 
Mstep: Class 45 contains 689 members 
Mstep: Class 46 contains 6743 members 
Mstep: Class 47 contains 6960 members 
Mstep: Class 48 contains 54771 members 
Mstep: Class 49 contains 20414 members 
Mstep: Class 50 contains 13721 members 
Mstep: Class 51 contains 8791 members 
Mstep: Class 52 contains 18497 members 
Mstep: Class 53 contains 735 members 
Mstep: Class 54 contains 18358 members 
Mstep: Class 55 contains 3136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139219120.000000 Penalty: 191934.406250
Iteration 80F: 56 clusters Score -1.392191e+08 nChanged 22554
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 14626 members 
Mstep: Class 3 contains 59027 members 
Mstep: Class 4 contains 7114 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 6 contains 8806 members 
Mstep: Class 7 contains 132143 members 
Mstep: Class 8 contains 215358 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23852 members 
Mstep: Class 11 contains 13246 members 
Mstep: Class 12 contains 5610 members 
Mstep: Class 13 contains 3561 members 
Mstep: Class 14 contains 49229 members 
Mstep: Class 15 contains 13587 members 
Mstep: Class 16 contains 4613 members 
Mstep: Class 17 contains 2475 members 
Mstep: Class 18 contains 4626 members 
Mstep: Class 19 contains 144734 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 5210 members 
Mstep: Class 22 contains 17186 members 
Mstep: Class 23 contains 11063 members 
Mstep: Class 24 contains 9190 members 
Mstep: Class 25 contains 25713 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 67595 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 30635 members 
Mstep: Class 30 contains 11773 members 
Mstep: Class 31 contains 29552 members 
Mstep: Class 32 contains 9621 members 
Mstep: Class 33 contains 5006 members 
Mstep: Class 34 contains 14241 members 
Mstep: Class 35 contains 1995 members 
Mstep: Class 36 contains 3867 members 
Mstep: Class 37 contains 5284 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 13924 members 
Mstep: Class 40 contains 4171 members 
Mstep: Class 41 contains 10222 members 
Mstep: Class 42 contains 10857 members 
Mstep: Class 43 contains 5338 members 
Mstep: Class 44 contains 15776 members 
Mstep: Class 45 contains 849 members 
Mstep: Class 46 contains 6808 members 
Mstep: Class 47 contains 7000 members 
Mstep: Class 48 contains 55580 members 
Mstep: Class 49 contains 20784 members 
Mstep: Class 50 contains 14167 members 
Mstep: Class 51 contains 9775 members 
Mstep: Class 52 contains 19301 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 18467 members 
Mstep: Class 55 contains 3204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139225984.000000 Penalty: 191934.406250
Iteration 81Q: 56 clusters Score -1.39226e+08 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 14538 members 
Mstep: Class 3 contains 58155 members 
Mstep: Class 4 contains 7221 members 
Mstep: Class 5 contains 5933 members 
Mstep: Class 6 contains 9019 members 
Mstep: Class 7 contains 132053 members 
Mstep: Class 8 contains 215247 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23846 members 
Mstep: Class 11 contains 13306 members 
Mstep: Class 12 contains 5824 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 48978 members 
Mstep: Class 15 contains 13615 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 144329 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 5464 members 
Mstep: Class 22 contains 17197 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 9258 members 
Mstep: Class 25 contains 24932 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 66628 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 30512 members 
Mstep: Class 30 contains 11774 members 
Mstep: Class 31 contains 29475 members 
Mstep: Class 32 contains 9522 members 
Mstep: Class 33 contains 5009 members 
Mstep: Class 34 contains 14347 members 
Mstep: Class 35 contains 2080 members 
Mstep: Class 36 contains 4137 members 
Mstep: Class 37 contains 5420 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 13648 members 
Mstep: Class 40 contains 4247 members 
Mstep: Class 41 contains 10124 members 
Mstep: Class 42 contains 10990 members 
Mstep: Class 43 contains 5381 members 
Mstep: Class 44 contains 15947 members 
Mstep: Class 45 contains 940 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 6995 members 
Mstep: Class 48 contains 56153 members 
Mstep: Class 49 contains 21102 members 
Mstep: Class 50 contains 14288 members 
Mstep: Class 51 contains 10299 members 
Mstep: Class 52 contains 19855 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 18538 members 
Mstep: Class 55 contains 3194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139228928.000000 Penalty: 191934.406250
Iteration 82Q: 56 clusters Score -1.392289e+08 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 111084 members 
Mstep: Class 2 contains 14448 members 
Mstep: Class 3 contains 57425 members 
Mstep: Class 4 contains 7295 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 131990 members 
Mstep: Class 8 contains 215141 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23843 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 6030 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 48810 members 
Mstep: Class 15 contains 13646 members 
Mstep: Class 16 contains 4793 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 5089 members 
Mstep: Class 19 contains 144029 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 5721 members 
Mstep: Class 22 contains 17278 members 
Mstep: Class 23 contains 10722 members 
Mstep: Class 24 contains 9340 members 
Mstep: Class 25 contains 24239 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 65772 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 30376 members 
Mstep: Class 30 contains 11773 members 
Mstep: Class 31 contains 29414 members 
Mstep: Class 32 contains 9451 members 
Mstep: Class 33 contains 5003 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 2108 members 
Mstep: Class 36 contains 4346 members 
Mstep: Class 37 contains 5509 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 13392 members 
Mstep: Class 40 contains 4298 members 
Mstep: Class 41 contains 10061 members 
Mstep: Class 42 contains 11110 members 
Mstep: Class 43 contains 5413 members 
Mstep: Class 44 contains 16043 members 
Mstep: Class 45 contains 989 members 
Mstep: Class 46 contains 6843 members 
Mstep: Class 47 contains 6968 members 
Mstep: Class 48 contains 56542 members 
Mstep: Class 49 contains 21378 members 
Mstep: Class 50 contains 14320 members 
Mstep: Class 51 contains 10678 members 
Mstep: Class 52 contains 20331 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 18610 members 
Mstep: Class 55 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139232160.000000 Penalty: 191934.406250
Iteration 83Q: 56 clusters Score -1.392322e+08 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 56804 members 
Mstep: Class 4 contains 7335 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 9410 members 
Mstep: Class 7 contains 131961 members 
Mstep: Class 8 contains 215032 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23894 members 
Mstep: Class 11 contains 13370 members 
Mstep: Class 12 contains 6276 members 
Mstep: Class 13 contains 3588 members 
Mstep: Class 14 contains 48667 members 
Mstep: Class 15 contains 13652 members 
Mstep: Class 16 contains 4871 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 143767 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 5914 members 
Mstep: Class 22 contains 17395 members 
Mstep: Class 23 contains 10692 members 
Mstep: Class 24 contains 9427 members 
Mstep: Class 25 contains 23679 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 64925 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 30238 members 
Mstep: Class 30 contains 11759 members 
Mstep: Class 31 contains 29372 members 
Mstep: Class 32 contains 9380 members 
Mstep: Class 33 contains 4994 members 
Mstep: Class 34 contains 14558 members 
Mstep: Class 35 contains 2132 members 
Mstep: Class 36 contains 4474 members 
Mstep: Class 37 contains 5590 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 13176 members 
Mstep: Class 40 contains 4333 members 
Mstep: Class 41 contains 10008 members 
Mstep: Class 42 contains 11193 members 
Mstep: Class 43 contains 5425 members 
Mstep: Class 44 contains 16111 members 
Mstep: Class 45 contains 1023 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 6949 members 
Mstep: Class 48 contains 56920 members 
Mstep: Class 49 contains 21613 members 
Mstep: Class 50 contains 14279 members 
Mstep: Class 51 contains 10980 members 
Mstep: Class 52 contains 20742 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 18705 members 
Mstep: Class 55 contains 3126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139235520.000000 Penalty: 191934.406250
Iteration 84Q: 56 clusters Score -1.392355e+08 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110809 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 56297 members 
Mstep: Class 4 contains 7372 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 9584 members 
Mstep: Class 7 contains 131939 members 
Mstep: Class 8 contains 214917 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23923 members 
Mstep: Class 11 contains 13396 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 48541 members 
Mstep: Class 15 contains 13673 members 
Mstep: Class 16 contains 4951 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 5486 members 
Mstep: Class 19 contains 143537 members 
Mstep: Class 20 contains 3519 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 17587 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 9502 members 
Mstep: Class 25 contains 23158 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 64165 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 30034 members 
Mstep: Class 30 contains 11739 members 
Mstep: Class 31 contains 29333 members 
Mstep: Class 32 contains 9341 members 
Mstep: Class 33 contains 4986 members 
Mstep: Class 34 contains 14631 members 
Mstep: Class 35 contains 2147 members 
Mstep: Class 36 contains 4561 members 
Mstep: Class 37 contains 5640 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12980 members 
Mstep: Class 40 contains 4352 members 
Mstep: Class 41 contains 9989 members 
Mstep: Class 42 contains 11242 members 
Mstep: Class 43 contains 5432 members 
Mstep: Class 44 contains 16156 members 
Mstep: Class 45 contains 1047 members 
Mstep: Class 46 contains 6862 members 
Mstep: Class 47 contains 6915 members 
Mstep: Class 48 contains 57204 members 
Mstep: Class 49 contains 21811 members 
Mstep: Class 50 contains 14228 members 
Mstep: Class 51 contains 11245 members 
Mstep: Class 52 contains 21061 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 18822 members 
Mstep: Class 55 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139236976.000000 Penalty: 191934.406250
Iteration 85Q: 56 clusters Score -1.39237e+08 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110706 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 55865 members 
Mstep: Class 4 contains 7400 members 
Mstep: Class 5 contains 5866 members 
Mstep: Class 6 contains 9770 members 
Mstep: Class 7 contains 131942 members 
Mstep: Class 8 contains 214821 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23955 members 
Mstep: Class 11 contains 13437 members 
Mstep: Class 12 contains 6776 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 48437 members 
Mstep: Class 15 contains 13681 members 
Mstep: Class 16 contains 5013 members 
Mstep: Class 17 contains 3677 members 
Mstep: Class 18 contains 5652 members 
Mstep: Class 19 contains 143370 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6204 members 
Mstep: Class 22 contains 17765 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 9568 members 
Mstep: Class 25 contains 22661 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 63496 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 29868 members 
Mstep: Class 30 contains 11727 members 
Mstep: Class 31 contains 29292 members 
Mstep: Class 32 contains 9308 members 
Mstep: Class 33 contains 4982 members 
Mstep: Class 34 contains 14687 members 
Mstep: Class 35 contains 2134 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 5685 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12802 members 
Mstep: Class 40 contains 4367 members 
Mstep: Class 41 contains 9979 members 
Mstep: Class 42 contains 11286 members 
Mstep: Class 43 contains 5445 members 
Mstep: Class 44 contains 16196 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6867 members 
Mstep: Class 47 contains 6905 members 
Mstep: Class 48 contains 57435 members 
Mstep: Class 49 contains 22004 members 
Mstep: Class 50 contains 14181 members 
Mstep: Class 51 contains 11449 members 
Mstep: Class 52 contains 21332 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 18920 members 
Mstep: Class 55 contains 3130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139238176.000000 Penalty: 191934.406250
Iteration 86Q: 56 clusters Score -1.392382e+08 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110591 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 55493 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 9931 members 
Mstep: Class 7 contains 131938 members 
Mstep: Class 8 contains 214720 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23992 members 
Mstep: Class 11 contains 13472 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 48340 members 
Mstep: Class 15 contains 13693 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 5773 members 
Mstep: Class 19 contains 143208 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 17949 members 
Mstep: Class 23 contains 10986 members 
Mstep: Class 24 contains 9647 members 
Mstep: Class 25 contains 22216 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 62908 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 29672 members 
Mstep: Class 30 contains 11721 members 
Mstep: Class 31 contains 29249 members 
Mstep: Class 32 contains 9282 members 
Mstep: Class 33 contains 4975 members 
Mstep: Class 34 contains 14733 members 
Mstep: Class 35 contains 2126 members 
Mstep: Class 36 contains 4643 members 
Mstep: Class 37 contains 5716 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 12668 members 
Mstep: Class 40 contains 4371 members 
Mstep: Class 41 contains 9966 members 
Mstep: Class 42 contains 11314 members 
Mstep: Class 43 contains 5465 members 
Mstep: Class 44 contains 16228 members 
Mstep: Class 45 contains 1064 members 
Mstep: Class 46 contains 6873 members 
Mstep: Class 47 contains 6892 members 
Mstep: Class 48 contains 57609 members 
Mstep: Class 49 contains 22186 members 
Mstep: Class 50 contains 14114 members 
Mstep: Class 51 contains 11597 members 
Mstep: Class 52 contains 21556 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19003 members 
Mstep: Class 55 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139239072.000000 Penalty: 191934.406250
Iteration 87Q: 56 clusters Score -1.392391e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 14177 members 
Mstep: Class 3 contains 55159 members 
Mstep: Class 4 contains 7447 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 10081 members 
Mstep: Class 7 contains 131941 members 
Mstep: Class 8 contains 214643 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24023 members 
Mstep: Class 11 contains 13487 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 3624 members 
Mstep: Class 14 contains 48273 members 
Mstep: Class 15 contains 13730 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 5841 members 
Mstep: Class 19 contains 143035 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 11081 members 
Mstep: Class 24 contains 9697 members 
Mstep: Class 25 contains 21851 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 62389 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 29492 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 29199 members 
Mstep: Class 32 contains 9269 members 
Mstep: Class 33 contains 4980 members 
Mstep: Class 34 contains 14776 members 
Mstep: Class 35 contains 2121 members 
Mstep: Class 36 contains 4655 members 
Mstep: Class 37 contains 5746 members 
Mstep: Class 38 contains 359 members 
Mstep: Class 39 contains 12609 members 
Mstep: Class 40 contains 4381 members 
Mstep: Class 41 contains 9966 members 
Mstep: Class 42 contains 11359 members 
Mstep: Class 43 contains 5468 members 
Mstep: Class 44 contains 16268 members 
Mstep: Class 45 contains 1068 members 
Mstep: Class 46 contains 6886 members 
Mstep: Class 47 contains 6910 members 
Mstep: Class 48 contains 57746 members 
Mstep: Class 49 contains 22330 members 
Mstep: Class 50 contains 14041 members 
Mstep: Class 51 contains 11730 members 
Mstep: Class 52 contains 21732 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19093 members 
Mstep: Class 55 contains 3135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139239088.000000 Penalty: 191934.406250
Iteration 88Q: 56 clusters Score -1.392391e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110405 members 
Mstep: Class 2 contains 14140 members 
Mstep: Class 3 contains 54872 members 
Mstep: Class 4 contains 7481 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 131935 members 
Mstep: Class 8 contains 214547 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24045 members 
Mstep: Class 11 contains 13497 members 
Mstep: Class 12 contains 7512 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 48210 members 
Mstep: Class 15 contains 13768 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 5901 members 
Mstep: Class 19 contains 142901 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 21 contains 6538 members 
Mstep: Class 22 contains 18238 members 
Mstep: Class 23 contains 11145 members 
Mstep: Class 24 contains 9774 members 
Mstep: Class 25 contains 21539 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 61902 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 29306 members 
Mstep: Class 30 contains 11687 members 
Mstep: Class 31 contains 29153 members 
Mstep: Class 32 contains 9254 members 
Mstep: Class 33 contains 4974 members 
Mstep: Class 34 contains 14828 members 
Mstep: Class 35 contains 2117 members 
Mstep: Class 36 contains 4671 members 
Mstep: Class 37 contains 5775 members 
Mstep: Class 38 contains 359 members 
Mstep: Class 39 contains 12565 members 
Mstep: Class 40 contains 4391 members 
Mstep: Class 41 contains 9962 members 
Mstep: Class 42 contains 11406 members 
Mstep: Class 43 contains 5473 members 
Mstep: Class 44 contains 16283 members 
Mstep: Class 45 contains 1071 members 
Mstep: Class 46 contains 6894 members 
Mstep: Class 47 contains 6920 members 
Mstep: Class 48 contains 57843 members 
Mstep: Class 49 contains 22495 members 
Mstep: Class 50 contains 13979 members 
Mstep: Class 51 contains 11866 members 
Mstep: Class 52 contains 21919 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19175 members 
Mstep: Class 55 contains 3146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139240368.000000 Penalty: 191934.406250
Iteration 89Q: 56 clusters Score -1.392404e+08 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110310 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 54658 members 
Mstep: Class 4 contains 7507 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 131914 members 
Mstep: Class 8 contains 214451 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24069 members 
Mstep: Class 11 contains 13506 members 
Mstep: Class 12 contains 7730 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 48141 members 
Mstep: Class 15 contains 13806 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 5941 members 
Mstep: Class 19 contains 142784 members 
Mstep: Class 20 contains 3462 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 22 contains 18357 members 
Mstep: Class 23 contains 11213 members 
Mstep: Class 24 contains 9838 members 
Mstep: Class 25 contains 21281 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 61461 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 29144 members 
Mstep: Class 30 contains 11667 members 
Mstep: Class 31 contains 29128 members 
Mstep: Class 32 contains 9231 members 
Mstep: Class 33 contains 4970 members 
Mstep: Class 34 contains 14869 members 
Mstep: Class 35 contains 2115 members 
Mstep: Class 36 contains 4679 members 
Mstep: Class 37 contains 5795 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12533 members 
Mstep: Class 40 contains 4399 members 
Mstep: Class 41 contains 9959 members 
Mstep: Class 42 contains 11437 members 
Mstep: Class 43 contains 5476 members 
Mstep: Class 44 contains 16313 members 
Mstep: Class 45 contains 1072 members 
Mstep: Class 46 contains 6893 members 
Mstep: Class 47 contains 6925 members 
Mstep: Class 48 contains 57939 members 
Mstep: Class 49 contains 22651 members 
Mstep: Class 50 contains 13935 members 
Mstep: Class 51 contains 11968 members 
Mstep: Class 52 contains 22077 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19250 members 
Mstep: Class 55 contains 3175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139241104.000000 Penalty: 191934.406250
Iteration 90Q: 56 clusters Score -1.392411e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 14053 members 
Mstep: Class 3 contains 54461 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 10385 members 
Mstep: Class 7 contains 131894 members 
Mstep: Class 8 contains 214367 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24127 members 
Mstep: Class 11 contains 13506 members 
Mstep: Class 12 contains 7925 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 48081 members 
Mstep: Class 15 contains 13860 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 5964 members 
Mstep: Class 19 contains 142686 members 
Mstep: Class 20 contains 3453 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 18480 members 
Mstep: Class 23 contains 11258 members 
Mstep: Class 24 contains 9894 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 61051 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 29003 members 
Mstep: Class 30 contains 11640 members 
Mstep: Class 31 contains 29092 members 
Mstep: Class 32 contains 9222 members 
Mstep: Class 33 contains 4967 members 
Mstep: Class 34 contains 14896 members 
Mstep: Class 35 contains 2141 members 
Mstep: Class 36 contains 4685 members 
Mstep: Class 37 contains 5812 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12514 members 
Mstep: Class 40 contains 4403 members 
Mstep: Class 41 contains 9957 members 
Mstep: Class 42 contains 11478 members 
Mstep: Class 43 contains 5474 members 
Mstep: Class 44 contains 16334 members 
Mstep: Class 45 contains 1071 members 
Mstep: Class 46 contains 6895 members 
Mstep: Class 47 contains 6927 members 
Mstep: Class 48 contains 58033 members 
Mstep: Class 49 contains 22778 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 12087 members 
Mstep: Class 52 contains 22215 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19305 members 
Mstep: Class 55 contains 3188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139241328.000000 Penalty: 191934.406250
Iteration 91Q: 56 clusters Score -1.392413e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110176 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 54284 members 
Mstep: Class 4 contains 7580 members 
Mstep: Class 5 contains 5863 members 
Mstep: Class 6 contains 10488 members 
Mstep: Class 7 contains 131875 members 
Mstep: Class 8 contains 214292 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24205 members 
Mstep: Class 11 contains 13510 members 
Mstep: Class 12 contains 8139 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 48026 members 
Mstep: Class 15 contains 13914 members 
Mstep: Class 16 contains 5276 members 
Mstep: Class 17 contains 4199 members 
Mstep: Class 18 contains 5976 members 
Mstep: Class 19 contains 142595 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 6789 members 
Mstep: Class 22 contains 18575 members 
Mstep: Class 23 contains 11312 members 
Mstep: Class 24 contains 9931 members 
Mstep: Class 25 contains 20818 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 60663 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 28868 members 
Mstep: Class 30 contains 11613 members 
Mstep: Class 31 contains 29045 members 
Mstep: Class 32 contains 9201 members 
Mstep: Class 33 contains 4965 members 
Mstep: Class 34 contains 14917 members 
Mstep: Class 35 contains 2178 members 
Mstep: Class 36 contains 4689 members 
Mstep: Class 37 contains 5821 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12505 members 
Mstep: Class 40 contains 4408 members 
Mstep: Class 41 contains 9950 members 
Mstep: Class 42 contains 11508 members 
Mstep: Class 43 contains 5478 members 
Mstep: Class 44 contains 16343 members 
Mstep: Class 45 contains 1072 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 6948 members 
Mstep: Class 48 contains 58117 members 
Mstep: Class 49 contains 22898 members 
Mstep: Class 50 contains 13842 members 
Mstep: Class 51 contains 12194 members 
Mstep: Class 52 contains 22332 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19353 members 
Mstep: Class 55 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139241680.000000 Penalty: 191934.406250
Iteration 92Q: 56 clusters Score -1.392417e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 13987 members 
Mstep: Class 3 contains 54130 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 10555 members 
Mstep: Class 7 contains 131850 members 
Mstep: Class 8 contains 214238 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24287 members 
Mstep: Class 11 contains 13507 members 
Mstep: Class 12 contains 8313 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 47965 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 18 contains 5996 members 
Mstep: Class 19 contains 142520 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 6841 members 
Mstep: Class 22 contains 18634 members 
Mstep: Class 23 contains 11365 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 20622 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 60326 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 28750 members 
Mstep: Class 30 contains 11589 members 
Mstep: Class 31 contains 29007 members 
Mstep: Class 32 contains 9191 members 
Mstep: Class 33 contains 4964 members 
Mstep: Class 34 contains 14948 members 
Mstep: Class 35 contains 2207 members 
Mstep: Class 36 contains 4696 members 
Mstep: Class 37 contains 5834 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12497 members 
Mstep: Class 40 contains 4414 members 
Mstep: Class 41 contains 9951 members 
Mstep: Class 42 contains 11535 members 
Mstep: Class 43 contains 5481 members 
Mstep: Class 44 contains 16356 members 
Mstep: Class 45 contains 1071 members 
Mstep: Class 46 contains 6902 members 
Mstep: Class 47 contains 6958 members 
Mstep: Class 48 contains 58204 members 
Mstep: Class 49 contains 23010 members 
Mstep: Class 50 contains 13772 members 
Mstep: Class 51 contains 12308 members 
Mstep: Class 52 contains 22447 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19378 members 
Mstep: Class 55 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139242208.000000 Penalty: 191934.406250
Iteration 93Q: 56 clusters Score -1.392422e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 13973 members 
Mstep: Class 3 contains 54004 members 
Mstep: Class 4 contains 7619 members 
Mstep: Class 5 contains 5836 members 
Mstep: Class 6 contains 10627 members 
Mstep: Class 7 contains 131837 members 
Mstep: Class 8 contains 214176 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24344 members 
Mstep: Class 11 contains 13506 members 
Mstep: Class 12 contains 8452 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 47908 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 6012 members 
Mstep: Class 19 contains 142475 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 18693 members 
Mstep: Class 23 contains 11381 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 20442 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 60015 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28688 members 
Mstep: Class 30 contains 11563 members 
Mstep: Class 31 contains 28969 members 
Mstep: Class 32 contains 9193 members 
Mstep: Class 33 contains 4962 members 
Mstep: Class 34 contains 14975 members 
Mstep: Class 35 contains 2224 members 
Mstep: Class 36 contains 4700 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12487 members 
Mstep: Class 40 contains 4416 members 
Mstep: Class 41 contains 9949 members 
Mstep: Class 42 contains 11566 members 
Mstep: Class 43 contains 5483 members 
Mstep: Class 44 contains 16363 members 
Mstep: Class 45 contains 1067 members 
Mstep: Class 46 contains 6903 members 
Mstep: Class 47 contains 6966 members 
Mstep: Class 48 contains 58276 members 
Mstep: Class 49 contains 23090 members 
Mstep: Class 50 contains 13675 members 
Mstep: Class 51 contains 12384 members 
Mstep: Class 52 contains 22575 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19409 members 
Mstep: Class 55 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139242752.000000 Penalty: 191934.406250
Iteration 94Q: 56 clusters Score -1.392428e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 13950 members 
Mstep: Class 3 contains 53883 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 10678 members 
Mstep: Class 7 contains 131816 members 
Mstep: Class 8 contains 214117 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24446 members 
Mstep: Class 11 contains 13509 members 
Mstep: Class 12 contains 8617 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 47852 members 
Mstep: Class 15 contains 14060 members 
Mstep: Class 16 contains 5358 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 6019 members 
Mstep: Class 19 contains 142431 members 
Mstep: Class 20 contains 3410 members 
Mstep: Class 21 contains 6919 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 11411 members 
Mstep: Class 24 contains 10141 members 
Mstep: Class 25 contains 20300 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 59696 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28614 members 
Mstep: Class 30 contains 11550 members 
Mstep: Class 31 contains 28947 members 
Mstep: Class 32 contains 9187 members 
Mstep: Class 33 contains 4958 members 
Mstep: Class 34 contains 15011 members 
Mstep: Class 35 contains 2234 members 
Mstep: Class 36 contains 4704 members 
Mstep: Class 37 contains 5847 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12484 members 
Mstep: Class 40 contains 4417 members 
Mstep: Class 41 contains 9947 members 
Mstep: Class 42 contains 11597 members 
Mstep: Class 43 contains 5484 members 
Mstep: Class 44 contains 16377 members 
Mstep: Class 45 contains 1066 members 
Mstep: Class 46 contains 6904 members 
Mstep: Class 47 contains 6980 members 
Mstep: Class 48 contains 58350 members 
Mstep: Class 49 contains 23161 members 
Mstep: Class 50 contains 13595 members 
Mstep: Class 51 contains 12449 members 
Mstep: Class 52 contains 22667 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19416 members 
Mstep: Class 55 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139242640.000000 Penalty: 191934.406250
Iteration 95Q: 56 clusters Score -1.392426e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 13939 members 
Mstep: Class 3 contains 53766 members 
Mstep: Class 4 contains 7646 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 131800 members 
Mstep: Class 8 contains 214050 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24541 members 
Mstep: Class 11 contains 13509 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 47803 members 
Mstep: Class 15 contains 14094 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 142379 members 
Mstep: Class 20 contains 3407 members 
Mstep: Class 21 contains 6957 members 
Mstep: Class 22 contains 18794 members 
Mstep: Class 23 contains 11446 members 
Mstep: Class 24 contains 10201 members 
Mstep: Class 25 contains 20153 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 59381 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28563 members 
Mstep: Class 30 contains 11540 members 
Mstep: Class 31 contains 28926 members 
Mstep: Class 32 contains 9184 members 
Mstep: Class 33 contains 4957 members 
Mstep: Class 34 contains 15044 members 
Mstep: Class 35 contains 2242 members 
Mstep: Class 36 contains 4710 members 
Mstep: Class 37 contains 5852 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12477 members 
Mstep: Class 40 contains 4419 members 
Mstep: Class 41 contains 9946 members 
Mstep: Class 42 contains 11623 members 
Mstep: Class 43 contains 5484 members 
Mstep: Class 44 contains 16404 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6910 members 
Mstep: Class 47 contains 6990 members 
Mstep: Class 48 contains 58427 members 
Mstep: Class 49 contains 23238 members 
Mstep: Class 50 contains 13505 members 
Mstep: Class 51 contains 12506 members 
Mstep: Class 52 contains 22756 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19417 members 
Mstep: Class 55 contains 3143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139242992.000000 Penalty: 191934.406250
Iteration 96Q: 56 clusters Score -1.39243e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109986 members 
Mstep: Class 2 contains 13918 members 
Mstep: Class 3 contains 53670 members 
Mstep: Class 4 contains 7659 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 10792 members 
Mstep: Class 7 contains 131780 members 
Mstep: Class 8 contains 213985 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24645 members 
Mstep: Class 11 contains 13513 members 
Mstep: Class 12 contains 8947 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 47761 members 
Mstep: Class 15 contains 14128 members 
Mstep: Class 16 contains 5375 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 6032 members 
Mstep: Class 19 contains 142343 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 18826 members 
Mstep: Class 23 contains 11449 members 
Mstep: Class 24 contains 10265 members 
Mstep: Class 25 contains 20044 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 59067 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28511 members 
Mstep: Class 30 contains 11537 members 
Mstep: Class 31 contains 28911 members 
Mstep: Class 32 contains 9185 members 
Mstep: Class 33 contains 4957 members 
Mstep: Class 34 contains 15070 members 
Mstep: Class 35 contains 2249 members 
Mstep: Class 36 contains 4709 members 
Mstep: Class 37 contains 5860 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12486 members 
Mstep: Class 40 contains 4421 members 
Mstep: Class 41 contains 9942 members 
Mstep: Class 42 contains 11649 members 
Mstep: Class 43 contains 5481 members 
Mstep: Class 44 contains 16424 members 
Mstep: Class 45 contains 1062 members 
Mstep: Class 46 contains 6918 members 
Mstep: Class 47 contains 7000 members 
Mstep: Class 48 contains 58527 members 
Mstep: Class 49 contains 23318 members 
Mstep: Class 50 contains 13427 members 
Mstep: Class 51 contains 12549 members 
Mstep: Class 52 contains 22824 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19425 members 
Mstep: Class 55 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139242800.000000 Penalty: 191934.406250
Iteration 97Q: 56 clusters Score -1.392428e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109943 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 53584 members 
Mstep: Class 4 contains 7669 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 10835 members 
Mstep: Class 7 contains 131769 members 
Mstep: Class 8 contains 213924 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24753 members 
Mstep: Class 11 contains 13517 members 
Mstep: Class 12 contains 9088 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 47728 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5385 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 142308 members 
Mstep: Class 20 contains 3394 members 
Mstep: Class 21 contains 7009 members 
Mstep: Class 22 contains 18857 members 
Mstep: Class 23 contains 11466 members 
Mstep: Class 24 contains 10317 members 
Mstep: Class 25 contains 19934 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 58763 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28467 members 
Mstep: Class 30 contains 11528 members 
Mstep: Class 31 contains 28894 members 
Mstep: Class 32 contains 9184 members 
Mstep: Class 33 contains 4956 members 
Mstep: Class 34 contains 15086 members 
Mstep: Class 35 contains 2252 members 
Mstep: Class 36 contains 4709 members 
Mstep: Class 37 contains 5868 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12482 members 
Mstep: Class 40 contains 4421 members 
Mstep: Class 41 contains 9937 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 5483 members 
Mstep: Class 44 contains 16443 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6923 members 
Mstep: Class 47 contains 6999 members 
Mstep: Class 48 contains 58605 members 
Mstep: Class 49 contains 23389 members 
Mstep: Class 50 contains 13350 members 
Mstep: Class 51 contains 12593 members 
Mstep: Class 52 contains 22914 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19427 members 
Mstep: Class 55 contains 3145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139243104.000000 Penalty: 191934.406250
Iteration 98Q: 56 clusters Score -1.392431e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109897 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 53500 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 10886 members 
Mstep: Class 7 contains 131763 members 
Mstep: Class 8 contains 213881 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 11 contains 13524 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 47692 members 
Mstep: Class 15 contains 14187 members 
Mstep: Class 16 contains 5395 members 
Mstep: Class 17 contains 4314 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 142287 members 
Mstep: Class 20 contains 3390 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 18876 members 
Mstep: Class 23 contains 11471 members 
Mstep: Class 24 contains 10362 members 
Mstep: Class 25 contains 19816 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 58488 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28427 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 28873 members 
Mstep: Class 32 contains 9182 members 
Mstep: Class 33 contains 4949 members 
Mstep: Class 34 contains 15101 members 
Mstep: Class 35 contains 2254 members 
Mstep: Class 36 contains 4709 members 
Mstep: Class 37 contains 5871 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12483 members 
Mstep: Class 40 contains 4425 members 
Mstep: Class 41 contains 9933 members 
Mstep: Class 42 contains 11696 members 
Mstep: Class 43 contains 5485 members 
Mstep: Class 44 contains 16465 members 
Mstep: Class 45 contains 1062 members 
Mstep: Class 46 contains 6925 members 
Mstep: Class 47 contains 7001 members 
Mstep: Class 48 contains 58696 members 
Mstep: Class 49 contains 23472 members 
Mstep: Class 50 contains 13247 members 
Mstep: Class 51 contains 12626 members 
Mstep: Class 52 contains 23001 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19433 members 
Mstep: Class 55 contains 3147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139243216.000000 Penalty: 191934.406250
Iteration 99Q: 56 clusters Score -1.392432e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 53399 members 
Mstep: Class 4 contains 7693 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 10931 members 
Mstep: Class 7 contains 131759 members 
Mstep: Class 8 contains 213838 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24961 members 
Mstep: Class 11 contains 13523 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 47668 members 
Mstep: Class 15 contains 14209 members 
Mstep: Class 16 contains 5402 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 6059 members 
Mstep: Class 19 contains 142264 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 7073 members 
Mstep: Class 22 contains 18895 members 
Mstep: Class 23 contains 11484 members 
Mstep: Class 24 contains 10438 members 
Mstep: Class 25 contains 19729 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 58226 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28391 members 
Mstep: Class 30 contains 11512 members 
Mstep: Class 31 contains 28851 members 
Mstep: Class 32 contains 9179 members 
Mstep: Class 33 contains 4946 members 
Mstep: Class 34 contains 15118 members 
Mstep: Class 35 contains 2259 members 
Mstep: Class 36 contains 4708 members 
Mstep: Class 37 contains 5871 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12468 members 
Mstep: Class 40 contains 4428 members 
Mstep: Class 41 contains 9928 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 5488 members 
Mstep: Class 44 contains 16483 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6923 members 
Mstep: Class 47 contains 7002 members 
Mstep: Class 48 contains 58778 members 
Mstep: Class 49 contains 23551 members 
Mstep: Class 50 contains 13162 members 
Mstep: Class 51 contains 12658 members 
Mstep: Class 52 contains 23081 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19446 members 
Mstep: Class 55 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139243456.000000 Penalty: 191934.406250
Iteration 100F: 56 clusters Score -1.392435e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 13843 members 
Mstep: Class 3 contains 53327 members 
Mstep: Class 4 contains 7704 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 131757 members 
Mstep: Class 8 contains 213801 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25055 members 
Mstep: Class 11 contains 13525 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 47617 members 
Mstep: Class 15 contains 14220 members 
Mstep: Class 16 contains 5416 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 6088 members 
Mstep: Class 19 contains 142242 members 
Mstep: Class 20 contains 3369 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 18900 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 10486 members 
Mstep: Class 25 contains 19634 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 58022 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28351 members 
Mstep: Class 30 contains 11507 members 
Mstep: Class 31 contains 28833 members 
Mstep: Class 32 contains 9173 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 15137 members 
Mstep: Class 35 contains 2260 members 
Mstep: Class 36 contains 4713 members 
Mstep: Class 37 contains 5876 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12430 members 
Mstep: Class 40 contains 4431 members 
Mstep: Class 41 contains 9922 members 
Mstep: Class 42 contains 11741 members 
Mstep: Class 43 contains 5491 members 
Mstep: Class 44 contains 16508 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6921 members 
Mstep: Class 47 contains 7004 members 
Mstep: Class 48 contains 58836 members 
Mstep: Class 49 contains 23618 members 
Mstep: Class 50 contains 13076 members 
Mstep: Class 51 contains 12696 members 
Mstep: Class 52 contains 23157 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19451 members 
Mstep: Class 55 contains 3084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139243488.000000 Penalty: 191934.406250
Iteration 101Q: 56 clusters Score -1.392435e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 13828 members 
Mstep: Class 3 contains 53266 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 5798 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 131751 members 
Mstep: Class 8 contains 213786 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25131 members 
Mstep: Class 11 contains 13528 members 
Mstep: Class 12 contains 9636 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47570 members 
Mstep: Class 15 contains 14222 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 6108 members 
Mstep: Class 19 contains 142216 members 
Mstep: Class 20 contains 3351 members 
Mstep: Class 21 contains 7134 members 
Mstep: Class 22 contains 18921 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 10530 members 
Mstep: Class 25 contains 19555 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 57803 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28314 members 
Mstep: Class 30 contains 11499 members 
Mstep: Class 31 contains 28828 members 
Mstep: Class 32 contains 9169 members 
Mstep: Class 33 contains 4941 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 2263 members 
Mstep: Class 36 contains 4716 members 
Mstep: Class 37 contains 5879 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12415 members 
Mstep: Class 40 contains 4434 members 
Mstep: Class 41 contains 9926 members 
Mstep: Class 42 contains 11767 members 
Mstep: Class 43 contains 5495 members 
Mstep: Class 44 contains 16521 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6922 members 
Mstep: Class 47 contains 7009 members 
Mstep: Class 48 contains 58853 members 
Mstep: Class 49 contains 23673 members 
Mstep: Class 50 contains 12992 members 
Mstep: Class 51 contains 12724 members 
Mstep: Class 52 contains 23231 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19456 members 
Mstep: Class 55 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139243744.000000 Penalty: 191934.406250
Iteration 102Q: 56 clusters Score -1.392437e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109736 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 53216 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 11042 members 
Mstep: Class 7 contains 131747 members 
Mstep: Class 8 contains 213758 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25206 members 
Mstep: Class 11 contains 13532 members 
Mstep: Class 12 contains 9774 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 47538 members 
Mstep: Class 15 contains 14233 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 4481 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 19 contains 142195 members 
Mstep: Class 20 contains 3338 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 18941 members 
Mstep: Class 23 contains 11506 members 
Mstep: Class 24 contains 10590 members 
Mstep: Class 25 contains 19480 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 57581 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28284 members 
Mstep: Class 30 contains 11490 members 
Mstep: Class 31 contains 28818 members 
Mstep: Class 32 contains 9161 members 
Mstep: Class 33 contains 4939 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 2262 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5884 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12399 members 
Mstep: Class 40 contains 4436 members 
Mstep: Class 41 contains 9926 members 
Mstep: Class 42 contains 11795 members 
Mstep: Class 43 contains 5495 members 
Mstep: Class 44 contains 16539 members 
Mstep: Class 45 contains 1058 members 
Mstep: Class 46 contains 6923 members 
Mstep: Class 47 contains 7010 members 
Mstep: Class 48 contains 58890 members 
Mstep: Class 49 contains 23707 members 
Mstep: Class 50 contains 12900 members 
Mstep: Class 51 contains 12756 members 
Mstep: Class 52 contains 23303 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19448 members 
Mstep: Class 55 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139243808.000000 Penalty: 191934.406250
Iteration 103Q: 56 clusters Score -1.392438e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109716 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 53161 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 11083 members 
Mstep: Class 7 contains 131736 members 
Mstep: Class 8 contains 213725 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25293 members 
Mstep: Class 11 contains 13534 members 
Mstep: Class 12 contains 9897 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 47512 members 
Mstep: Class 15 contains 14241 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 4513 members 
Mstep: Class 18 contains 6135 members 
Mstep: Class 19 contains 142173 members 
Mstep: Class 20 contains 3327 members 
Mstep: Class 21 contains 7170 members 
Mstep: Class 22 contains 18957 members 
Mstep: Class 23 contains 11514 members 
Mstep: Class 24 contains 10644 members 
Mstep: Class 25 contains 19400 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 57369 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28256 members 
Mstep: Class 30 contains 11479 members 
Mstep: Class 31 contains 28816 members 
Mstep: Class 32 contains 9155 members 
Mstep: Class 33 contains 4937 members 
Mstep: Class 34 contains 15175 members 
Mstep: Class 35 contains 2260 members 
Mstep: Class 36 contains 4718 members 
Mstep: Class 37 contains 5885 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12393 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 9931 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 5498 members 
Mstep: Class 44 contains 16563 members 
Mstep: Class 45 contains 1058 members 
Mstep: Class 46 contains 6922 members 
Mstep: Class 47 contains 7011 members 
Mstep: Class 48 contains 58954 members 
Mstep: Class 49 contains 23746 members 
Mstep: Class 50 contains 12793 members 
Mstep: Class 51 contains 12784 members 
Mstep: Class 52 contains 23363 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19446 members 
Mstep: Class 55 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244144.000000 Penalty: 191934.406250
Iteration 104Q: 56 clusters Score -1.392441e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 13769 members 
Mstep: Class 3 contains 53100 members 
Mstep: Class 4 contains 7736 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 11120 members 
Mstep: Class 7 contains 131734 members 
Mstep: Class 8 contains 213695 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25397 members 
Mstep: Class 11 contains 13535 members 
Mstep: Class 12 contains 10009 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 47479 members 
Mstep: Class 15 contains 14258 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 4532 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 142153 members 
Mstep: Class 20 contains 3326 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 23 contains 11521 members 
Mstep: Class 24 contains 10688 members 
Mstep: Class 25 contains 19330 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 57175 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28221 members 
Mstep: Class 30 contains 11470 members 
Mstep: Class 31 contains 28800 members 
Mstep: Class 32 contains 9153 members 
Mstep: Class 33 contains 4933 members 
Mstep: Class 34 contains 15189 members 
Mstep: Class 35 contains 2256 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5887 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12396 members 
Mstep: Class 40 contains 4442 members 
Mstep: Class 41 contains 9932 members 
Mstep: Class 42 contains 11836 members 
Mstep: Class 43 contains 5498 members 
Mstep: Class 44 contains 16588 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6918 members 
Mstep: Class 47 contains 7017 members 
Mstep: Class 48 contains 59019 members 
Mstep: Class 49 contains 23790 members 
Mstep: Class 50 contains 12710 members 
Mstep: Class 51 contains 12813 members 
Mstep: Class 52 contains 23416 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19449 members 
Mstep: Class 55 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244400.000000 Penalty: 191934.406250
Iteration 105Q: 56 clusters Score -1.392444e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109662 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 53062 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 11164 members 
Mstep: Class 7 contains 131733 members 
Mstep: Class 8 contains 213670 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25497 members 
Mstep: Class 11 contains 13539 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 47451 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 142130 members 
Mstep: Class 20 contains 3321 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 11530 members 
Mstep: Class 24 contains 10727 members 
Mstep: Class 25 contains 19264 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 56963 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28178 members 
Mstep: Class 30 contains 11462 members 
Mstep: Class 31 contains 28783 members 
Mstep: Class 32 contains 9147 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 15200 members 
Mstep: Class 35 contains 2256 members 
Mstep: Class 36 contains 4714 members 
Mstep: Class 37 contains 5887 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12395 members 
Mstep: Class 40 contains 4445 members 
Mstep: Class 41 contains 9939 members 
Mstep: Class 42 contains 11857 members 
Mstep: Class 43 contains 5499 members 
Mstep: Class 44 contains 16604 members 
Mstep: Class 45 contains 1056 members 
Mstep: Class 46 contains 6917 members 
Mstep: Class 47 contains 7026 members 
Mstep: Class 48 contains 59073 members 
Mstep: Class 49 contains 23825 members 
Mstep: Class 50 contains 12619 members 
Mstep: Class 51 contains 12837 members 
Mstep: Class 52 contains 23458 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19455 members 
Mstep: Class 55 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244400.000000 Penalty: 191934.406250
Iteration 106Q: 56 clusters Score -1.392444e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 53027 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 11193 members 
Mstep: Class 7 contains 131730 members 
Mstep: Class 8 contains 213650 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25587 members 
Mstep: Class 11 contains 13545 members 
Mstep: Class 12 contains 10238 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 47434 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 142107 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 7218 members 
Mstep: Class 22 contains 18992 members 
Mstep: Class 23 contains 11533 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 19204 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 56798 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28133 members 
Mstep: Class 30 contains 11452 members 
Mstep: Class 31 contains 28767 members 
Mstep: Class 32 contains 9143 members 
Mstep: Class 33 contains 4920 members 
Mstep: Class 34 contains 15213 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 4710 members 
Mstep: Class 37 contains 5889 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12403 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 9945 members 
Mstep: Class 42 contains 11865 members 
Mstep: Class 43 contains 5498 members 
Mstep: Class 44 contains 16622 members 
Mstep: Class 45 contains 1058 members 
Mstep: Class 46 contains 6914 members 
Mstep: Class 47 contains 7029 members 
Mstep: Class 48 contains 59100 members 
Mstep: Class 49 contains 23858 members 
Mstep: Class 50 contains 12531 members 
Mstep: Class 51 contains 12867 members 
Mstep: Class 52 contains 23508 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19452 members 
Mstep: Class 55 contains 2905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244480.000000 Penalty: 191934.406250
Iteration 107Q: 56 clusters Score -1.392445e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109622 members 
Mstep: Class 2 contains 13758 members 
Mstep: Class 3 contains 52984 members 
Mstep: Class 4 contains 7757 members 
Mstep: Class 5 contains 5782 members 
Mstep: Class 6 contains 11220 members 
Mstep: Class 7 contains 131731 members 
Mstep: Class 8 contains 213620 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25655 members 
Mstep: Class 11 contains 13549 members 
Mstep: Class 12 contains 10342 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47411 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 4609 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 142104 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 7240 members 
Mstep: Class 22 contains 19002 members 
Mstep: Class 23 contains 11534 members 
Mstep: Class 24 contains 10793 members 
Mstep: Class 25 contains 19137 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 56642 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28103 members 
Mstep: Class 30 contains 11443 members 
Mstep: Class 31 contains 28750 members 
Mstep: Class 32 contains 9140 members 
Mstep: Class 33 contains 4918 members 
Mstep: Class 34 contains 15229 members 
Mstep: Class 35 contains 2257 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 5888 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12405 members 
Mstep: Class 40 contains 4452 members 
Mstep: Class 41 contains 9951 members 
Mstep: Class 42 contains 11885 members 
Mstep: Class 43 contains 5498 members 
Mstep: Class 44 contains 16642 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7032 members 
Mstep: Class 48 contains 59142 members 
Mstep: Class 49 contains 23892 members 
Mstep: Class 50 contains 12440 members 
Mstep: Class 51 contains 12888 members 
Mstep: Class 52 contains 23555 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19445 members 
Mstep: Class 55 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244480.000000 Penalty: 191934.406250
Iteration 108Q: 56 clusters Score -1.392445e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 52943 members 
Mstep: Class 4 contains 7770 members 
Mstep: Class 5 contains 5775 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 131734 members 
Mstep: Class 8 contains 213595 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25724 members 
Mstep: Class 11 contains 13552 members 
Mstep: Class 12 contains 10431 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47392 members 
Mstep: Class 15 contains 14308 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 4629 members 
Mstep: Class 18 contains 6188 members 
Mstep: Class 19 contains 142101 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 7260 members 
Mstep: Class 22 contains 19012 members 
Mstep: Class 23 contains 11543 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 19078 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 56477 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28075 members 
Mstep: Class 30 contains 11435 members 
Mstep: Class 31 contains 28739 members 
Mstep: Class 32 contains 9131 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 15247 members 
Mstep: Class 35 contains 2254 members 
Mstep: Class 36 contains 4712 members 
Mstep: Class 37 contains 5889 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12400 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 9962 members 
Mstep: Class 42 contains 11905 members 
Mstep: Class 43 contains 5496 members 
Mstep: Class 44 contains 16655 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6912 members 
Mstep: Class 47 contains 7042 members 
Mstep: Class 48 contains 59191 members 
Mstep: Class 49 contains 23916 members 
Mstep: Class 50 contains 12338 members 
Mstep: Class 51 contains 12905 members 
Mstep: Class 52 contains 23594 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19441 members 
Mstep: Class 55 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244608.000000 Penalty: 191934.406250
Iteration 109Q: 56 clusters Score -1.392446e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109602 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 52924 members 
Mstep: Class 4 contains 7779 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 131732 members 
Mstep: Class 8 contains 213576 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25806 members 
Mstep: Class 11 contains 13552 members 
Mstep: Class 12 contains 10517 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47384 members 
Mstep: Class 15 contains 14316 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 4638 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 142105 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 7276 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 11546 members 
Mstep: Class 24 contains 10867 members 
Mstep: Class 25 contains 19017 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 56296 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 28035 members 
Mstep: Class 30 contains 11431 members 
Mstep: Class 31 contains 28730 members 
Mstep: Class 32 contains 9123 members 
Mstep: Class 33 contains 4911 members 
Mstep: Class 34 contains 15262 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 4712 members 
Mstep: Class 37 contains 5888 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12394 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 9972 members 
Mstep: Class 42 contains 11914 members 
Mstep: Class 43 contains 5497 members 
Mstep: Class 44 contains 16669 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6914 members 
Mstep: Class 47 contains 7044 members 
Mstep: Class 48 contains 59222 members 
Mstep: Class 49 contains 23932 members 
Mstep: Class 50 contains 12266 members 
Mstep: Class 51 contains 12921 members 
Mstep: Class 52 contains 23650 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19434 members 
Mstep: Class 55 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244928.000000 Penalty: 191934.406250
Iteration 110Q: 56 clusters Score -1.392449e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 13723 members 
Mstep: Class 3 contains 52908 members 
Mstep: Class 4 contains 7792 members 
Mstep: Class 5 contains 5771 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 131730 members 
Mstep: Class 8 contains 213558 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25903 members 
Mstep: Class 11 contains 13551 members 
Mstep: Class 12 contains 10602 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47373 members 
Mstep: Class 15 contains 14321 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 4635 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 142098 members 
Mstep: Class 20 contains 3326 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 19039 members 
Mstep: Class 23 contains 11546 members 
Mstep: Class 24 contains 10888 members 
Mstep: Class 25 contains 18972 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 56099 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27993 members 
Mstep: Class 30 contains 11423 members 
Mstep: Class 31 contains 28721 members 
Mstep: Class 32 contains 9111 members 
Mstep: Class 33 contains 4909 members 
Mstep: Class 34 contains 15272 members 
Mstep: Class 35 contains 2257 members 
Mstep: Class 36 contains 4712 members 
Mstep: Class 37 contains 5888 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12388 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 9975 members 
Mstep: Class 42 contains 11926 members 
Mstep: Class 43 contains 5499 members 
Mstep: Class 44 contains 16677 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6913 members 
Mstep: Class 47 contains 7045 members 
Mstep: Class 48 contains 59262 members 
Mstep: Class 49 contains 23951 members 
Mstep: Class 50 contains 12222 members 
Mstep: Class 51 contains 12932 members 
Mstep: Class 52 contains 23706 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19437 members 
Mstep: Class 55 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244816.000000 Penalty: 191934.406250
Iteration 111Q: 56 clusters Score -1.392448e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109577 members 
Mstep: Class 2 contains 13715 members 
Mstep: Class 3 contains 52901 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 5775 members 
Mstep: Class 6 contains 11327 members 
Mstep: Class 7 contains 131730 members 
Mstep: Class 8 contains 213541 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26007 members 
Mstep: Class 11 contains 13550 members 
Mstep: Class 12 contains 10676 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47367 members 
Mstep: Class 15 contains 14323 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 142096 members 
Mstep: Class 20 contains 3320 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 19043 members 
Mstep: Class 23 contains 11545 members 
Mstep: Class 24 contains 10907 members 
Mstep: Class 25 contains 18933 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 55897 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27961 members 
Mstep: Class 30 contains 11413 members 
Mstep: Class 31 contains 28713 members 
Mstep: Class 32 contains 9101 members 
Mstep: Class 33 contains 4908 members 
Mstep: Class 34 contains 15277 members 
Mstep: Class 35 contains 2257 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 5889 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12385 members 
Mstep: Class 40 contains 4460 members 
Mstep: Class 41 contains 9976 members 
Mstep: Class 42 contains 11943 members 
Mstep: Class 43 contains 5502 members 
Mstep: Class 44 contains 16691 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6915 members 
Mstep: Class 47 contains 7048 members 
Mstep: Class 48 contains 59302 members 
Mstep: Class 49 contains 23961 members 
Mstep: Class 50 contains 12158 members 
Mstep: Class 51 contains 12934 members 
Mstep: Class 52 contains 23767 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19430 members 
Mstep: Class 55 contains 2836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244528.000000 Penalty: 191934.406250
Iteration 112Q: 56 clusters Score -1.392445e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 13700 members 
Mstep: Class 3 contains 52889 members 
Mstep: Class 4 contains 7809 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 131729 members 
Mstep: Class 8 contains 213539 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26112 members 
Mstep: Class 11 contains 13553 members 
Mstep: Class 12 contains 10739 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47355 members 
Mstep: Class 15 contains 14327 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 6200 members 
Mstep: Class 19 contains 142086 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 7361 members 
Mstep: Class 22 contains 19051 members 
Mstep: Class 23 contains 11540 members 
Mstep: Class 24 contains 10924 members 
Mstep: Class 25 contains 18902 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 55697 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27932 members 
Mstep: Class 30 contains 11399 members 
Mstep: Class 31 contains 28707 members 
Mstep: Class 32 contains 9092 members 
Mstep: Class 33 contains 4907 members 
Mstep: Class 34 contains 15282 members 
Mstep: Class 35 contains 2257 members 
Mstep: Class 36 contains 4713 members 
Mstep: Class 37 contains 5889 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12376 members 
Mstep: Class 40 contains 4467 members 
Mstep: Class 41 contains 9980 members 
Mstep: Class 42 contains 11959 members 
Mstep: Class 43 contains 5501 members 
Mstep: Class 44 contains 16706 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6915 members 
Mstep: Class 47 contains 7053 members 
Mstep: Class 48 contains 59319 members 
Mstep: Class 49 contains 23971 members 
Mstep: Class 50 contains 12097 members 
Mstep: Class 51 contains 12940 members 
Mstep: Class 52 contains 23825 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19426 members 
Mstep: Class 55 contains 2831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139244656.000000 Penalty: 191934.406250
Iteration 113Q: 56 clusters Score -1.392447e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 52876 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 131728 members 
Mstep: Class 8 contains 213525 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26194 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 10799 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47339 members 
Mstep: Class 15 contains 14330 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 142083 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 7387 members 
Mstep: Class 22 contains 19055 members 
Mstep: Class 23 contains 11540 members 
Mstep: Class 24 contains 10968 members 
Mstep: Class 25 contains 18873 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 55523 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27911 members 
Mstep: Class 30 contains 11389 members 
Mstep: Class 31 contains 28702 members 
Mstep: Class 32 contains 9084 members 
Mstep: Class 33 contains 4903 members 
Mstep: Class 34 contains 15287 members 
Mstep: Class 35 contains 2258 members 
Mstep: Class 36 contains 4714 members 
Mstep: Class 37 contains 5888 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12371 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 9982 members 
Mstep: Class 42 contains 11967 members 
Mstep: Class 43 contains 5501 members 
Mstep: Class 44 contains 16718 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6913 members 
Mstep: Class 47 contains 7060 members 
Mstep: Class 48 contains 59368 members 
Mstep: Class 49 contains 23977 members 
Mstep: Class 50 contains 12011 members 
Mstep: Class 51 contains 12940 members 
Mstep: Class 52 contains 23868 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19431 members 
Mstep: Class 55 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139245024.000000 Penalty: 191934.406250
Iteration 114Q: 56 clusters Score -1.39245e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109589 members 
Mstep: Class 2 contains 13681 members 
Mstep: Class 3 contains 52854 members 
Mstep: Class 4 contains 7817 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 11392 members 
Mstep: Class 7 contains 131730 members 
Mstep: Class 8 contains 213520 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26265 members 
Mstep: Class 11 contains 13557 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47328 members 
Mstep: Class 15 contains 14331 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 142091 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 7402 members 
Mstep: Class 22 contains 19053 members 
Mstep: Class 23 contains 11539 members 
Mstep: Class 24 contains 10995 members 
Mstep: Class 25 contains 18840 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 55381 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27891 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 28698 members 
Mstep: Class 32 contains 9072 members 
Mstep: Class 33 contains 4900 members 
Mstep: Class 34 contains 15294 members 
Mstep: Class 35 contains 2256 members 
Mstep: Class 36 contains 4715 members 
Mstep: Class 37 contains 5888 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12363 members 
Mstep: Class 40 contains 4481 members 
Mstep: Class 41 contains 9980 members 
Mstep: Class 42 contains 11966 members 
Mstep: Class 43 contains 5501 members 
Mstep: Class 44 contains 16724 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7064 members 
Mstep: Class 48 contains 59413 members 
Mstep: Class 49 contains 23978 members 
Mstep: Class 50 contains 11918 members 
Mstep: Class 51 contains 12943 members 
Mstep: Class 52 contains 23908 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19433 members 
Mstep: Class 55 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139245120.000000 Penalty: 191934.406250
Iteration 115Q: 56 clusters Score -1.392451e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 13671 members 
Mstep: Class 3 contains 52828 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 11396 members 
Mstep: Class 7 contains 131729 members 
Mstep: Class 8 contains 213509 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26318 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 10961 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47320 members 
Mstep: Class 15 contains 14333 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 6221 members 
Mstep: Class 19 contains 142094 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 7426 members 
Mstep: Class 22 contains 19058 members 
Mstep: Class 23 contains 11545 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 18814 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 55253 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27868 members 
Mstep: Class 30 contains 11380 members 
Mstep: Class 31 contains 28696 members 
Mstep: Class 32 contains 9068 members 
Mstep: Class 33 contains 4896 members 
Mstep: Class 34 contains 15298 members 
Mstep: Class 35 contains 2257 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5890 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12354 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 9979 members 
Mstep: Class 42 contains 11972 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16733 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7067 members 
Mstep: Class 48 contains 59470 members 
Mstep: Class 49 contains 23984 members 
Mstep: Class 50 contains 11828 members 
Mstep: Class 51 contains 12951 members 
Mstep: Class 52 contains 23941 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19428 members 
Mstep: Class 55 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139245344.000000 Penalty: 191934.406250
Iteration 116Q: 56 clusters Score -1.392453e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109596 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 52823 members 
Mstep: Class 4 contains 7822 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 11408 members 
Mstep: Class 7 contains 131728 members 
Mstep: Class 8 contains 213495 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26370 members 
Mstep: Class 11 contains 13557 members 
Mstep: Class 12 contains 11052 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47308 members 
Mstep: Class 15 contains 14334 members 
Mstep: Class 16 contains 5458 members 
Mstep: Class 17 contains 4714 members 
Mstep: Class 18 contains 6224 members 
Mstep: Class 19 contains 142094 members 
Mstep: Class 20 contains 3298 members 
Mstep: Class 21 contains 7437 members 
Mstep: Class 22 contains 19061 members 
Mstep: Class 23 contains 11545 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 18797 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 55134 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27833 members 
Mstep: Class 30 contains 11377 members 
Mstep: Class 31 contains 28695 members 
Mstep: Class 32 contains 9066 members 
Mstep: Class 33 contains 4894 members 
Mstep: Class 34 contains 15299 members 
Mstep: Class 35 contains 2261 members 
Mstep: Class 36 contains 4716 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12341 members 
Mstep: Class 40 contains 4487 members 
Mstep: Class 41 contains 9979 members 
Mstep: Class 42 contains 11973 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16736 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7078 members 
Mstep: Class 48 contains 59518 members 
Mstep: Class 49 contains 23985 members 
Mstep: Class 50 contains 11744 members 
Mstep: Class 51 contains 12951 members 
Mstep: Class 52 contains 23979 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19422 members 
Mstep: Class 55 contains 2802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139245392.000000 Penalty: 191934.406250
Iteration 117Q: 56 clusters Score -1.392454e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109602 members 
Mstep: Class 2 contains 13658 members 
Mstep: Class 3 contains 52799 members 
Mstep: Class 4 contains 7823 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 11415 members 
Mstep: Class 7 contains 131728 members 
Mstep: Class 8 contains 213480 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26421 members 
Mstep: Class 11 contains 13558 members 
Mstep: Class 12 contains 11132 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47290 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 6227 members 
Mstep: Class 19 contains 142089 members 
Mstep: Class 20 contains 3294 members 
Mstep: Class 21 contains 7451 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 11543 members 
Mstep: Class 24 contains 11075 members 
Mstep: Class 25 contains 18793 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 55029 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27804 members 
Mstep: Class 30 contains 11375 members 
Mstep: Class 31 contains 28692 members 
Mstep: Class 32 contains 9061 members 
Mstep: Class 33 contains 4893 members 
Mstep: Class 34 contains 15303 members 
Mstep: Class 35 contains 2263 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12336 members 
Mstep: Class 40 contains 4491 members 
Mstep: Class 41 contains 9981 members 
Mstep: Class 42 contains 11970 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7080 members 
Mstep: Class 48 contains 59581 members 
Mstep: Class 49 contains 23987 members 
Mstep: Class 50 contains 11668 members 
Mstep: Class 51 contains 12955 members 
Mstep: Class 52 contains 24001 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19422 members 
Mstep: Class 55 contains 2796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139245456.000000 Penalty: 191934.406250
Iteration 118Q: 56 clusters Score -1.392455e+08 nChanged 562
Entering ConstructFrom: 
Score: -139245456.000000 Penalty: 191934.406250
Entering ConstructFrom: 
Trying to split cluster 1 (109609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Entering Unmasked Estep 
Score: -12335064.000000 Penalty: 2877.959229
	Iteration 0F: 2 clusters Score -1.233506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -12261419.000000 Penalty: 5755.918457
	Iteration 0F: 3 clusters Score -1.226142e+07 nChanged 52223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -12291677.000000 Penalty: 5755.918457
	Iteration 1F: 3 clusters Score -1.229168e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -12292760.000000 Penalty: 5755.918457
	Iteration 2Q: 3 clusters Score -1.229276e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -12293936.000000 Penalty: 5755.918457
	Iteration 3Q: 3 clusters Score -1.229394e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -12295651.000000 Penalty: 5755.918457
	Iteration 4Q: 3 clusters Score -1.229565e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -12297756.000000 Penalty: 5755.918457
	Iteration 5Q: 3 clusters Score -1.229776e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -12300990.000000 Penalty: 5755.918457
	Iteration 6F: 3 clusters Score -1.230099e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -12305852.000000 Penalty: 5755.918457
	Iteration 7F: 3 clusters Score -1.230585e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -12312463.000000 Penalty: 5755.918457
	Iteration 8F: 3 clusters Score -1.231246e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -12319974.000000 Penalty: 5755.918457
	Iteration 9F: 3 clusters Score -1.231997e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -12325984.000000 Penalty: 5755.918457
	Iteration 10F: 3 clusters Score -1.232598e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -12329641.000000 Penalty: 5755.918457
	Iteration 11Q: 3 clusters Score -1.232964e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -12331251.000000 Penalty: 5755.918457
	Iteration 12Q: 3 clusters Score -1.233125e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -12332052.000000 Penalty: 5755.918457
	Iteration 13Q: 3 clusters Score -1.233205e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 108926 members 
Entering Unmasked Estep 
Score: -12332324.000000 Penalty: 5755.918457
	Iteration 14Q: 3 clusters Score -1.233232e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 109062 members 
Entering Unmasked Estep 
Score: -12332468.000000 Penalty: 5755.918457
	Iteration 15Q: 3 clusters Score -1.233247e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 109116 members 
Entering Unmasked Estep 
Score: -12332536.000000 Penalty: 5755.918457
	Iteration 16Q: 3 clusters Score -1.233254e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -12332574.000000 Penalty: 5755.918457
	Iteration 17Q: 3 clusters Score -1.233257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -12332575.000000 Penalty: 5755.918457
	Iteration 18Q: 3 clusters Score -1.233258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 109184 members 
Entering Unmasked Estep 
Score: -12332594.000000 Penalty: 5755.918457
	Iteration 19Q: 3 clusters Score -1.233259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -12332596.000000 Penalty: 5755.918457
	Iteration 20F: 3 clusters Score -1.23326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 109195 members 
Entering Unmasked Estep 
Score: -12332607.000000 Penalty: 5755.918457
	Iteration 21Q: 3 clusters Score -1.233261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 109201 members 
Entering Unmasked Estep 
Score: -12332610.000000 Penalty: 5755.918457
	Iteration 22Q: 3 clusters Score -1.233261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -12332628.000000 Penalty: 5755.918457
	Iteration 23Q: 3 clusters Score -1.233263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 109209 members 
Entering Unmasked Estep 
Score: -12332642.000000 Penalty: 5755.918457
	Iteration 24Q: 3 clusters Score -1.233264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 109215 members 
Entering Unmasked Estep 
Score: -12332641.000000 Penalty: 5755.918457
	Iteration 25Q: 3 clusters Score -1.233264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -12332645.000000 Penalty: 5755.918457
	Iteration 26Q: 3 clusters Score -1.233264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 109227 members 
Entering Unmasked Estep 
Score: -12332662.000000 Penalty: 5755.918457
	Iteration 27Q: 3 clusters Score -1.233266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -12332655.000000 Penalty: 5755.918457
	Iteration 28Q: 3 clusters Score -1.233266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 109229 members 
Entering Unmasked Estep 
Score: -12332673.000000 Penalty: 5755.918457
	Iteration 29Q: 3 clusters Score -1.233267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -12332670.000000 Penalty: 5755.918457
	Iteration 30Q: 3 clusters Score -1.233267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 109235 members 
Entering Unmasked Estep 
Score: -12332679.000000 Penalty: 5755.918457
	Iteration 31Q: 3 clusters Score -1.233268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 109238 members 
Entering Unmasked Estep 
Score: -12332676.000000 Penalty: 5755.918457
	Iteration 32Q: 3 clusters Score -1.233268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 109239 members 
Entering Unmasked Estep 
Score: -12332681.000000 Penalty: 5755.918457
	Iteration 33Q: 3 clusters Score -1.233268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -12332685.000000 Penalty: 5755.918457
	Iteration 34Q: 3 clusters Score -1.233268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -12332685.000000 Penalty: 5755.918457
	Iteration 35F: 3 clusters Score -1.233268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Entering Unmasked Estep 
Score: -1495422.250000 Penalty: 2361.385010
	Iteration 0F: 2 clusters Score -1495422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1485512.750000 Penalty: 4722.770020
	Iteration 0F: 3 clusters Score -1485513 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1488837.750000 Penalty: 4722.770020
	Iteration 1F: 3 clusters Score -1488838 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1489322.500000 Penalty: 4722.770020
	Iteration 2F: 3 clusters Score -1489322 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1489856.000000 Penalty: 4722.770020
	Iteration 3F: 3 clusters Score -1489856 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1490453.000000 Penalty: 4722.770020
	Iteration 4F: 3 clusters Score -1490453 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1491079.875000 Penalty: 4722.770020
	Iteration 5F: 3 clusters Score -1491080 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1491718.875000 Penalty: 4722.770020
	Iteration 6F: 3 clusters Score -1491719 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1492273.625000 Penalty: 4722.770020
	Iteration 7F: 3 clusters Score -1492274 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1492720.125000 Penalty: 4722.770020
	Iteration 8Q: 3 clusters Score -1492720 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1493179.875000 Penalty: 4722.770020
	Iteration 9Q: 3 clusters Score -1493180 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1493639.000000 Penalty: 4722.770020
	Iteration 10Q: 3 clusters Score -1493639 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1493961.875000 Penalty: 4722.770020
	Iteration 11Q: 3 clusters Score -1493962 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1494212.500000 Penalty: 4722.770020
	Iteration 12Q: 3 clusters Score -1494212 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1494410.875000 Penalty: 4722.770020
	Iteration 13Q: 3 clusters Score -1494411 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1494571.125000 Penalty: 4722.770020
	Iteration 14Q: 3 clusters Score -1494571 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1494672.000000 Penalty: 4722.770020
	Iteration 15Q: 3 clusters Score -1494672 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1494733.000000 Penalty: 4722.770020
	Iteration 16Q: 3 clusters Score -1494733 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1494762.375000 Penalty: 4722.770020
	Iteration 17Q: 3 clusters Score -1494762 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1494788.625000 Penalty: 4722.770020
	Iteration 18Q: 3 clusters Score -1494789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1494810.750000 Penalty: 4722.770020
	Iteration 19Q: 3 clusters Score -1494811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1494821.000000 Penalty: 4722.770020
	Iteration 20F: 3 clusters Score -1494821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1494829.250000 Penalty: 4722.770020
	Iteration 21Q: 3 clusters Score -1494829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1494834.750000 Penalty: 4722.770020
	Iteration 22Q: 3 clusters Score -1494835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1494839.000000 Penalty: 4722.770020
	Iteration 23Q: 3 clusters Score -1494839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1494844.750000 Penalty: 4722.770020
	Iteration 24Q: 3 clusters Score -1494845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1494843.250000 Penalty: 4722.770020
	Iteration 25Q: 3 clusters Score -1494843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1494849.750000 Penalty: 4722.770020
	Iteration 26Q: 3 clusters Score -1494850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1494851.125000 Penalty: 4722.770020
	Iteration 27Q: 3 clusters Score -1494851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1494852.125000 Penalty: 4722.770020
	Iteration 28Q: 3 clusters Score -1494852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1494852.750000 Penalty: 4722.770020
	Iteration 29Q: 3 clusters Score -1494853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1494855.500000 Penalty: 4722.770020
	Iteration 30Q: 3 clusters Score -1494856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1494856.750000 Penalty: 4722.770020
	Iteration 31Q: 3 clusters Score -1494857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1494854.625000 Penalty: 4722.770020
	Iteration 32Q: 3 clusters Score -1494855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1494860.500000 Penalty: 4722.770020
	Iteration 33Q: 3 clusters Score -1494860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1494858.500000 Penalty: 4722.770020
	Iteration 34Q: 3 clusters Score -1494858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1494862.000000 Penalty: 4722.770020
	Iteration 35Q: 3 clusters Score -1494862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1494863.250000 Penalty: 4722.770020
	Iteration 36Q: 3 clusters Score -1494863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1494860.875000 Penalty: 4722.770020
	Iteration 37Q: 3 clusters Score -1494861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1494863.875000 Penalty: 4722.770020
	Iteration 38Q: 3 clusters Score -1494864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1494861.875000 Penalty: 4722.770020
	Iteration 39Q: 3 clusters Score -1494862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1494860.625000 Penalty: 4722.770020
	Iteration 40F: 3 clusters Score -1494861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1494864.750000 Penalty: 4722.770020
	Iteration 41Q: 3 clusters Score -1494865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1494864.375000 Penalty: 4722.770020
	Iteration 42Q: 3 clusters Score -1494864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1494865.000000 Penalty: 4722.770020
	Iteration 43Q: 3 clusters Score -1494865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1494863.375000 Penalty: 4722.770020
	Iteration 44Q: 3 clusters Score -1494863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1494865.125000 Penalty: 4722.770020
	Iteration 45Q: 3 clusters Score -1494865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1494863.625000 Penalty: 4722.770020
	Iteration 46Q: 3 clusters Score -1494864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1494863.625000 Penalty: 4722.770020
	Iteration 47F: 3 clusters Score -1494864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Entering Unmasked Estep 
Score: -6016968.500000 Penalty: 2696.677246
	Iteration 0F: 2 clusters Score -6016968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -5981501.000000 Penalty: 5393.354492
	Iteration 0F: 3 clusters Score -5981501 nChanged 24384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5995244.500000 Penalty: 5393.354492
	Iteration 1F: 3 clusters Score -5995244 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5996100.500000 Penalty: 5393.354492
	Iteration 2Q: 3 clusters Score -5996100 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -5997082.500000 Penalty: 5393.354492
	Iteration 3Q: 3 clusters Score -5997082 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -5998147.500000 Penalty: 5393.354492
	Iteration 4Q: 3 clusters Score -5998148 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -5999433.000000 Penalty: 5393.354492
	Iteration 5F: 3 clusters Score -5999433 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -6001036.000000 Penalty: 5393.354492
	Iteration 6F: 3 clusters Score -6001036 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -6003171.000000 Penalty: 5393.354492
	Iteration 7F: 3 clusters Score -6003171 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -6005557.000000 Penalty: 5393.354492
	Iteration 8F: 3 clusters Score -6005557 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -6007972.500000 Penalty: 5393.354492
	Iteration 9F: 3 clusters Score -6007972 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -6009746.000000 Penalty: 5393.354492
	Iteration 10Q: 3 clusters Score -6009746 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -6010828.500000 Penalty: 5393.354492
	Iteration 11Q: 3 clusters Score -6010828 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -6011575.500000 Penalty: 5393.354492
	Iteration 12Q: 3 clusters Score -6011576 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6012164.500000 Penalty: 5393.354492
	Iteration 13Q: 3 clusters Score -6012164 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -6012696.500000 Penalty: 5393.354492
	Iteration 14Q: 3 clusters Score -6012696 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6013217.500000 Penalty: 5393.354492
	Iteration 15Q: 3 clusters Score -6013218 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -6013730.500000 Penalty: 5393.354492
	Iteration 16Q: 3 clusters Score -6013730 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -6014196.500000 Penalty: 5393.354492
	Iteration 17Q: 3 clusters Score -6014196 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -6014544.500000 Penalty: 5393.354492
	Iteration 18Q: 3 clusters Score -6014544 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6014802.000000 Penalty: 5393.354492
	Iteration 19Q: 3 clusters Score -6014802 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -6014979.500000 Penalty: 5393.354492
	Iteration 20F: 3 clusters Score -6014980 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -6015092.500000 Penalty: 5393.354492
	Iteration 21Q: 3 clusters Score -6015092 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -6015143.000000 Penalty: 5393.354492
	Iteration 22Q: 3 clusters Score -6015143 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -6015175.500000 Penalty: 5393.354492
	Iteration 23Q: 3 clusters Score -6015176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -6015199.500000 Penalty: 5393.354492
	Iteration 24Q: 3 clusters Score -6015200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -6015244.500000 Penalty: 5393.354492
	Iteration 25Q: 3 clusters Score -6015244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -6015263.500000 Penalty: 5393.354492
	Iteration 26Q: 3 clusters Score -6015264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -6015271.500000 Penalty: 5393.354492
	Iteration 27Q: 3 clusters Score -6015272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -6015277.000000 Penalty: 5393.354492
	Iteration 28Q: 3 clusters Score -6015277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -6015282.000000 Penalty: 5393.354492
	Iteration 29Q: 3 clusters Score -6015282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -6015296.000000 Penalty: 5393.354492
	Iteration 30Q: 3 clusters Score -6015296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -6015296.000000 Penalty: 5393.354492
	Iteration 31Q: 3 clusters Score -6015296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -6015299.000000 Penalty: 5393.354492
	Iteration 32Q: 3 clusters Score -6015299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -6015300.500000 Penalty: 5393.354492
	Iteration 33Q: 3 clusters Score -6015300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -6015307.000000 Penalty: 5393.354492
	Iteration 34Q: 3 clusters Score -6015307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -6015297.000000 Penalty: 5393.354492
	Iteration 35Q: 3 clusters Score -6015297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -6015294.500000 Penalty: 5393.354492
	Iteration 36Q: 3 clusters Score -6015294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -6015305.500000 Penalty: 5393.354492
	Iteration 37Q: 3 clusters Score -6015306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -6015302.500000 Penalty: 5393.354492
	Iteration 38Q: 3 clusters Score -6015302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -6015300.500000 Penalty: 5393.354492
	Iteration 39Q: 3 clusters Score -6015300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -6015305.000000 Penalty: 5393.354492
	Iteration 40F: 3 clusters Score -6015305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6015306.500000 Penalty: 5393.354492
	Iteration 41Q: 3 clusters Score -6015306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -6015299.500000 Penalty: 5393.354492
	Iteration 42Q: 3 clusters Score -6015300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -6015306.000000 Penalty: 5393.354492
	Iteration 43Q: 3 clusters Score -6015306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6015307.500000 Penalty: 5393.354492
	Iteration 44Q: 3 clusters Score -6015308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -6015315.500000 Penalty: 5393.354492
	Iteration 45Q: 3 clusters Score -6015316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -6015312.000000 Penalty: 5393.354492
	Iteration 46Q: 3 clusters Score -6015312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -6015313.500000 Penalty: 5393.354492
	Iteration 47Q: 3 clusters Score -6015314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -6015314.500000 Penalty: 5393.354492
	Iteration 48Q: 3 clusters Score -6015314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6015324.000000 Penalty: 5393.354492
	Iteration 49Q: 3 clusters Score -6015324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -6015321.500000 Penalty: 5393.354492
	Iteration 50Q: 3 clusters Score -6015322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -6015319.500000 Penalty: 5393.354492
	Iteration 51Q: 3 clusters Score -6015320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6015319.000000 Penalty: 5393.354492
	Iteration 52Q: 3 clusters Score -6015319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -6015326.000000 Penalty: 5393.354492
	Iteration 53Q: 3 clusters Score -6015326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -6015325.500000 Penalty: 5393.354492
	Iteration 54Q: 3 clusters Score -6015326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -6015339.500000 Penalty: 5393.354492
	Iteration 55Q: 3 clusters Score -6015340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6015334.000000 Penalty: 5393.354492
	Iteration 56Q: 3 clusters Score -6015334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -6015333.000000 Penalty: 5393.354492
	Iteration 57Q: 3 clusters Score -6015333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6015341.000000 Penalty: 5393.354492
	Iteration 58Q: 3 clusters Score -6015341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -6015342.500000 Penalty: 5393.354492
	Iteration 59Q: 3 clusters Score -6015342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -6015349.500000 Penalty: 5393.354492
	Iteration 60F: 3 clusters Score -6015350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6015346.500000 Penalty: 5393.354492
	Iteration 61Q: 3 clusters Score -6015346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -6015344.000000 Penalty: 5393.354492
	Iteration 62Q: 3 clusters Score -6015344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -6015341.500000 Penalty: 5393.354492
	Iteration 63Q: 3 clusters Score -6015342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -6015343.000000 Penalty: 5393.354492
	Iteration 64Q: 3 clusters Score -6015343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -6015339.500000 Penalty: 5393.354492
	Iteration 65Q: 3 clusters Score -6015340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -6015338.000000 Penalty: 5393.354492
	Iteration 66Q: 3 clusters Score -6015338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -6015341.500000 Penalty: 5393.354492
	Iteration 67Q: 3 clusters Score -6015342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -6015341.500000 Penalty: 5393.354492
	Iteration 68Q: 3 clusters Score -6015342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -6015342.000000 Penalty: 5393.354492
	Iteration 69Q: 3 clusters Score -6015342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -6015343.000000 Penalty: 5393.354492
	Iteration 70Q: 3 clusters Score -6015343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -6015354.500000 Penalty: 5393.354492
	Iteration 71Q: 3 clusters Score -6015354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -6015348.500000 Penalty: 5393.354492
	Iteration 72Q: 3 clusters Score -6015348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -6015346.500000 Penalty: 5393.354492
	Iteration 73Q: 3 clusters Score -6015346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6015346.500000 Penalty: 5393.354492
	Iteration 74Q: 3 clusters Score -6015346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -6015341.500000 Penalty: 5393.354492
	Iteration 75Q: 3 clusters Score -6015342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -6015350.000000 Penalty: 5393.354492
	Iteration 76Q: 3 clusters Score -6015350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -6015349.500000 Penalty: 5393.354492
	Iteration 77Q: 3 clusters Score -6015350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -6015347.000000 Penalty: 5393.354492
	Iteration 78Q: 3 clusters Score -6015347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -6015340.000000 Penalty: 5393.354492
	Iteration 79Q: 3 clusters Score -6015340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -6015346.500000 Penalty: 5393.354492
	Iteration 80F: 3 clusters Score -6015346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -821933.000000 Penalty: 2223.371338
	Iteration 0F: 2 clusters Score -821933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -815640.687500 Penalty: 4446.742676
	Iteration 0F: 3 clusters Score -815640.7 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -817479.312500 Penalty: 4446.742676
	Iteration 1F: 3 clusters Score -817479.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -817925.000000 Penalty: 4446.742676
	Iteration 2F: 3 clusters Score -817925 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -818377.562500 Penalty: 4446.742676
	Iteration 3F: 3 clusters Score -818377.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -818870.687500 Penalty: 4446.742676
	Iteration 4F: 3 clusters Score -818870.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -819356.875000 Penalty: 4446.742676
	Iteration 5F: 3 clusters Score -819356.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -819776.062500 Penalty: 4446.742676
	Iteration 6F: 3 clusters Score -819776.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -820064.625000 Penalty: 4446.742676
	Iteration 7Q: 3 clusters Score -820064.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -820278.687500 Penalty: 4446.742676
	Iteration 8Q: 3 clusters Score -820278.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -820431.375000 Penalty: 4446.742676
	Iteration 9Q: 3 clusters Score -820431.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -820568.000000 Penalty: 4446.742676
	Iteration 10Q: 3 clusters Score -820568 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -820703.500000 Penalty: 4446.742676
	Iteration 11Q: 3 clusters Score -820703.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -820855.125000 Penalty: 4446.742676
	Iteration 12Q: 3 clusters Score -820855.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -821007.875000 Penalty: 4446.742676
	Iteration 13Q: 3 clusters Score -821007.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -821131.500000 Penalty: 4446.742676
	Iteration 14Q: 3 clusters Score -821131.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -821239.625000 Penalty: 4446.742676
	Iteration 15Q: 3 clusters Score -821239.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -821359.750000 Penalty: 4446.742676
	Iteration 16Q: 3 clusters Score -821359.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -821485.062500 Penalty: 4446.742676
	Iteration 17Q: 3 clusters Score -821485.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -821576.000000 Penalty: 4446.742676
	Iteration 18Q: 3 clusters Score -821576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -821642.500000 Penalty: 4446.742676
	Iteration 19Q: 3 clusters Score -821642.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -821715.687500 Penalty: 4446.742676
	Iteration 20F: 3 clusters Score -821715.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -821782.562500 Penalty: 4446.742676
	Iteration 21Q: 3 clusters Score -821782.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -821822.500000 Penalty: 4446.742676
	Iteration 22Q: 3 clusters Score -821822.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -821852.812500 Penalty: 4446.742676
	Iteration 23Q: 3 clusters Score -821852.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -821868.875000 Penalty: 4446.742676
	Iteration 24Q: 3 clusters Score -821868.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -821884.062500 Penalty: 4446.742676
	Iteration 25Q: 3 clusters Score -821884.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -821889.500000 Penalty: 4446.742676
	Iteration 26Q: 3 clusters Score -821889.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -821896.812500 Penalty: 4446.742676
	Iteration 27Q: 3 clusters Score -821896.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -821902.250000 Penalty: 4446.742676
	Iteration 28Q: 3 clusters Score -821902.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -821905.500000 Penalty: 4446.742676
	Iteration 29Q: 3 clusters Score -821905.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -821911.250000 Penalty: 4446.742676
	Iteration 30Q: 3 clusters Score -821911.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -821917.312500 Penalty: 4446.742676
	Iteration 31Q: 3 clusters Score -821917.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -821922.437500 Penalty: 4446.742676
	Iteration 32Q: 3 clusters Score -821922.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -821925.500000 Penalty: 4446.742676
	Iteration 33Q: 3 clusters Score -821925.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -821925.687500 Penalty: 4446.742676
	Iteration 34Q: 3 clusters Score -821925.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -821927.375000 Penalty: 4446.742676
	Iteration 35Q: 3 clusters Score -821927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -821932.625000 Penalty: 4446.742676
	Iteration 36Q: 3 clusters Score -821932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -821933.000000 Penalty: 4446.742676
	Iteration 37Q: 3 clusters Score -821933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -821934.375000 Penalty: 4446.742676
	Iteration 38Q: 3 clusters Score -821934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -821935.375000 Penalty: 4446.742676
	Iteration 39Q: 3 clusters Score -821935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -821935.562500 Penalty: 4446.742676
	Iteration 40F: 3 clusters Score -821935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -821935.937500 Penalty: 4446.742676
	Iteration 41Q: 3 clusters Score -821935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -821937.062500 Penalty: 4446.742676
	Iteration 42Q: 3 clusters Score -821937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -821936.312500 Penalty: 4446.742676
	Iteration 43Q: 3 clusters Score -821936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -821936.312500 Penalty: 4446.742676
	Iteration 44F: 3 clusters Score -821936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 3443 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 11425 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 54936 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 2262 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 9982 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7081 members 
Mstep: Class 48 contains 59632 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 4383 members 
Entering Unmasked Estep 
Score: -139244352.000000 Penalty: 195424.125000
Splitting cluster 4 changes total score from -139245456.000000 to -139244352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -584958.437500 Penalty: 2148.815430
	Iteration 0F: 2 clusters Score -584958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -579913.562500 Penalty: 4297.630859
	Iteration 0F: 3 clusters Score -579913.6 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -581577.125000 Penalty: 4297.630859
	Iteration 1F: 3 clusters Score -581577.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -582133.187500 Penalty: 4297.630859
	Iteration 2F: 3 clusters Score -582133.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -582588.187500 Penalty: 4297.630859
	Iteration 3F: 3 clusters Score -582588.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -582971.000000 Penalty: 4297.630859
	Iteration 4F: 3 clusters Score -582971 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -583269.750000 Penalty: 4297.630859
	Iteration 5F: 3 clusters Score -583269.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -583459.437500 Penalty: 4297.630859
	Iteration 6Q: 3 clusters Score -583459.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -583615.875000 Penalty: 4297.630859
	Iteration 7Q: 3 clusters Score -583615.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -583724.500000 Penalty: 4297.630859
	Iteration 8Q: 3 clusters Score -583724.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -583815.187500 Penalty: 4297.630859
	Iteration 9Q: 3 clusters Score -583815.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -583875.000000 Penalty: 4297.630859
	Iteration 10Q: 3 clusters Score -583875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -583919.687500 Penalty: 4297.630859
	Iteration 11Q: 3 clusters Score -583919.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -583949.750000 Penalty: 4297.630859
	Iteration 12Q: 3 clusters Score -583949.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -583972.187500 Penalty: 4297.630859
	Iteration 13Q: 3 clusters Score -583972.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -583991.000000 Penalty: 4297.630859
	Iteration 14Q: 3 clusters Score -583991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -584008.500000 Penalty: 4297.630859
	Iteration 15Q: 3 clusters Score -584008.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -584024.437500 Penalty: 4297.630859
	Iteration 16Q: 3 clusters Score -584024.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -584034.187500 Penalty: 4297.630859
	Iteration 17Q: 3 clusters Score -584034.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -584043.375000 Penalty: 4297.630859
	Iteration 18Q: 3 clusters Score -584043.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -584048.812500 Penalty: 4297.630859
	Iteration 19Q: 3 clusters Score -584048.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -584060.437500 Penalty: 4297.630859
	Iteration 20F: 3 clusters Score -584060.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -584072.750000 Penalty: 4297.630859
	Iteration 21Q: 3 clusters Score -584072.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -584085.937500 Penalty: 4297.630859
	Iteration 22Q: 3 clusters Score -584085.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -584102.312500 Penalty: 4297.630859
	Iteration 23Q: 3 clusters Score -584102.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -584123.375000 Penalty: 4297.630859
	Iteration 24Q: 3 clusters Score -584123.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -584143.375000 Penalty: 4297.630859
	Iteration 25Q: 3 clusters Score -584143.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -584160.875000 Penalty: 4297.630859
	Iteration 26Q: 3 clusters Score -584160.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -584173.625000 Penalty: 4297.630859
	Iteration 27Q: 3 clusters Score -584173.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -584179.625000 Penalty: 4297.630859
	Iteration 28Q: 3 clusters Score -584179.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -584185.937500 Penalty: 4297.630859
	Iteration 29Q: 3 clusters Score -584185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -584190.812500 Penalty: 4297.630859
	Iteration 30Q: 3 clusters Score -584190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -584192.875000 Penalty: 4297.630859
	Iteration 31Q: 3 clusters Score -584192.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -584197.375000 Penalty: 4297.630859
	Iteration 32Q: 3 clusters Score -584197.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -584201.687500 Penalty: 4297.630859
	Iteration 33Q: 3 clusters Score -584201.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -584206.125000 Penalty: 4297.630859
	Iteration 34Q: 3 clusters Score -584206.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -584215.812500 Penalty: 4297.630859
	Iteration 35Q: 3 clusters Score -584215.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -584223.125000 Penalty: 4297.630859
	Iteration 36Q: 3 clusters Score -584223.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -584229.062500 Penalty: 4297.630859
	Iteration 37Q: 3 clusters Score -584229.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -584235.062500 Penalty: 4297.630859
	Iteration 38Q: 3 clusters Score -584235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -584238.875000 Penalty: 4297.630859
	Iteration 39Q: 3 clusters Score -584238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -584240.250000 Penalty: 4297.630859
	Iteration 40F: 3 clusters Score -584240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -584243.000000 Penalty: 4297.630859
	Iteration 41Q: 3 clusters Score -584243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -584242.500000 Penalty: 4297.630859
	Iteration 42Q: 3 clusters Score -584242.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -584244.437500 Penalty: 4297.630859
	Iteration 43Q: 3 clusters Score -584244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -584245.312500 Penalty: 4297.630859
	Iteration 44Q: 3 clusters Score -584245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -584248.937500 Penalty: 4297.630859
	Iteration 45Q: 3 clusters Score -584248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -584249.687500 Penalty: 4297.630859
	Iteration 46Q: 3 clusters Score -584249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -584252.250000 Penalty: 4297.630859
	Iteration 47Q: 3 clusters Score -584252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -584253.875000 Penalty: 4297.630859
	Iteration 48Q: 3 clusters Score -584253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -584253.875000 Penalty: 4297.630859
	Iteration 49Q: 3 clusters Score -584253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -584253.875000 Penalty: 4297.630859
	Iteration 50Q: 3 clusters Score -584253.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -584253.875000 Penalty: 4297.630859
	Iteration 51F: 3 clusters Score -584253.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Entering Unmasked Estep 
Score: -1210104.250000 Penalty: 2317.202637
	Iteration 0F: 2 clusters Score -1210104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1201511.500000 Penalty: 4634.405273
	Iteration 0F: 3 clusters Score -1201512 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1204121.000000 Penalty: 4634.405273
	Iteration 1F: 3 clusters Score -1204121 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1204477.000000 Penalty: 4634.405273
	Iteration 2F: 3 clusters Score -1204477 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1204782.625000 Penalty: 4634.405273
	Iteration 3F: 3 clusters Score -1204783 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1205129.000000 Penalty: 4634.405273
	Iteration 4Q: 3 clusters Score -1205129 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1205614.875000 Penalty: 4634.405273
	Iteration 5F: 3 clusters Score -1205615 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1206480.875000 Penalty: 4634.405273
	Iteration 6F: 3 clusters Score -1206481 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1207725.500000 Penalty: 4634.405273
	Iteration 7F: 3 clusters Score -1207726 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1208939.000000 Penalty: 4634.405273
	Iteration 8F: 3 clusters Score -1208939 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1209703.125000 Penalty: 4634.405273
	Iteration 9F: 3 clusters Score -1209703 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1210050.500000 Penalty: 4634.405273
	Iteration 10Q: 3 clusters Score -1210050 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1210204.625000 Penalty: 4634.405273
	Iteration 11Q: 3 clusters Score -1210205 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1210304.625000 Penalty: 4634.405273
	Iteration 12Q: 3 clusters Score -1210305 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1210394.250000 Penalty: 4634.405273
	Iteration 13Q: 3 clusters Score -1210394 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1210486.000000 Penalty: 4634.405273
	Iteration 14Q: 3 clusters Score -1210486 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1210599.375000 Penalty: 4634.405273
	Iteration 15Q: 3 clusters Score -1210599 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1210709.250000 Penalty: 4634.405273
	Iteration 16Q: 3 clusters Score -1210709 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1210811.625000 Penalty: 4634.405273
	Iteration 17Q: 3 clusters Score -1210812 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1210897.375000 Penalty: 4634.405273
	Iteration 18Q: 3 clusters Score -1210897 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1210983.000000 Penalty: 4634.405273
	Iteration 19Q: 3 clusters Score -1210983 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1211055.125000 Penalty: 4634.405273
	Iteration 20F: 3 clusters Score -1211055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1211120.000000 Penalty: 4634.405273
	Iteration 21Q: 3 clusters Score -1211120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1211174.000000 Penalty: 4634.405273
	Iteration 22Q: 3 clusters Score -1211174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1211211.000000 Penalty: 4634.405273
	Iteration 23Q: 3 clusters Score -1211211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1211240.750000 Penalty: 4634.405273
	Iteration 24Q: 3 clusters Score -1211241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1211259.250000 Penalty: 4634.405273
	Iteration 25Q: 3 clusters Score -1211259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1211268.750000 Penalty: 4634.405273
	Iteration 26Q: 3 clusters Score -1211269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1211281.250000 Penalty: 4634.405273
	Iteration 27Q: 3 clusters Score -1211281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1211288.875000 Penalty: 4634.405273
	Iteration 28Q: 3 clusters Score -1211289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1211296.375000 Penalty: 4634.405273
	Iteration 29Q: 3 clusters Score -1211296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1211304.250000 Penalty: 4634.405273
	Iteration 30Q: 3 clusters Score -1211304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1211308.875000 Penalty: 4634.405273
	Iteration 31Q: 3 clusters Score -1211309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1211309.000000 Penalty: 4634.405273
	Iteration 32Q: 3 clusters Score -1211309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1211311.500000 Penalty: 4634.405273
	Iteration 33Q: 3 clusters Score -1211312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1211310.375000 Penalty: 4634.405273
	Iteration 34Q: 3 clusters Score -1211310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1211308.750000 Penalty: 4634.405273
	Iteration 35Q: 3 clusters Score -1211309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1211309.000000 Penalty: 4634.405273
	Iteration 36Q: 3 clusters Score -1211309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1211310.750000 Penalty: 4634.405273
	Iteration 37Q: 3 clusters Score -1211311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1211312.375000 Penalty: 4634.405273
	Iteration 38Q: 3 clusters Score -1211312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1211310.750000 Penalty: 4634.405273
	Iteration 39Q: 3 clusters Score -1211311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1211310.750000 Penalty: 4634.405273
	Iteration 40F: 3 clusters Score -1211311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 54936 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 2262 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 9982 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7081 members 
Mstep: Class 48 contains 59632 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Entering Unmasked Estep 
Score: -139245552.000000 Penalty: 195424.125000
Splitting cluster 6 changes total score from -139245456.000000 to -139245552.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 7 (131727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131727 members 
Entering Unmasked Estep 
Score: -14828704.000000 Penalty: 2923.544678
	Iteration 0F: 2 clusters Score -1.48287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -14740373.000000 Penalty: 5847.089355
	Iteration 0F: 3 clusters Score -1.474037e+07 nChanged 62779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -14776817.000000 Penalty: 5847.089355
	Iteration 1F: 3 clusters Score -1.477682e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -14777919.000000 Penalty: 5847.089355
	Iteration 2Q: 3 clusters Score -1.477792e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -14779498.000000 Penalty: 5847.089355
	Iteration 3Q: 3 clusters Score -1.47795e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -14781694.000000 Penalty: 5847.089355
	Iteration 4Q: 3 clusters Score -1.478169e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -14784613.000000 Penalty: 5847.089355
	Iteration 5Q: 3 clusters Score -1.478461e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -14788890.000000 Penalty: 5847.089355
	Iteration 6F: 3 clusters Score -1.478889e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -14794730.000000 Penalty: 5847.089355
	Iteration 7F: 3 clusters Score -1.479473e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -14801952.000000 Penalty: 5847.089355
	Iteration 8F: 3 clusters Score -1.480195e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -14809161.000000 Penalty: 5847.089355
	Iteration 9F: 3 clusters Score -1.480916e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 117054 members 
Entering Unmasked Estep 
Score: -14815221.000000 Penalty: 5847.089355
	Iteration 10F: 3 clusters Score -1.481522e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 122612 members 
Entering Unmasked Estep 
Score: -14820116.000000 Penalty: 5847.089355
	Iteration 11Q: 3 clusters Score -1.482012e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 126217 members 
Entering Unmasked Estep 
Score: -14823228.000000 Penalty: 5847.089355
	Iteration 12Q: 3 clusters Score -1.482323e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 128211 members 
Entering Unmasked Estep 
Score: -14824931.000000 Penalty: 5847.089355
	Iteration 13Q: 3 clusters Score -1.482493e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 129228 members 
Entering Unmasked Estep 
Score: -14825856.000000 Penalty: 5847.089355
	Iteration 14Q: 3 clusters Score -1.482586e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 129727 members 
Entering Unmasked Estep 
Score: -14826336.000000 Penalty: 5847.089355
	Iteration 15Q: 3 clusters Score -1.482634e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 129982 members 
Entering Unmasked Estep 
Score: -14826616.000000 Penalty: 5847.089355
	Iteration 16Q: 3 clusters Score -1.482662e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 130158 members 
Entering Unmasked Estep 
Score: -14826770.000000 Penalty: 5847.089355
	Iteration 17Q: 3 clusters Score -1.482677e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -14826870.000000 Penalty: 5847.089355
	Iteration 18Q: 3 clusters Score -1.482687e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -14826903.000000 Penalty: 5847.089355
	Iteration 19Q: 3 clusters Score -1.48269e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 130357 members 
Entering Unmasked Estep 
Score: -14826905.000000 Penalty: 5847.089355
	Iteration 20F: 3 clusters Score -1.48269e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 130390 members 
Entering Unmasked Estep 
Score: -14826914.000000 Penalty: 5847.089355
	Iteration 21Q: 3 clusters Score -1.482691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 130408 members 
Entering Unmasked Estep 
Score: -14826932.000000 Penalty: 5847.089355
	Iteration 22Q: 3 clusters Score -1.482693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 130422 members 
Entering Unmasked Estep 
Score: -14826939.000000 Penalty: 5847.089355
	Iteration 23Q: 3 clusters Score -1.482694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 130439 members 
Entering Unmasked Estep 
Score: -14826950.000000 Penalty: 5847.089355
	Iteration 24Q: 3 clusters Score -1.482695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 130458 members 
Entering Unmasked Estep 
Score: -14826963.000000 Penalty: 5847.089355
	Iteration 25Q: 3 clusters Score -1.482696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 130473 members 
Entering Unmasked Estep 
Score: -14826967.000000 Penalty: 5847.089355
	Iteration 26Q: 3 clusters Score -1.482697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 130479 members 
Entering Unmasked Estep 
Score: -14826961.000000 Penalty: 5847.089355
	Iteration 27Q: 3 clusters Score -1.482696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 130486 members 
Entering Unmasked Estep 
Score: -14826956.000000 Penalty: 5847.089355
	Iteration 28Q: 3 clusters Score -1.482696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 130491 members 
Entering Unmasked Estep 
Score: -14826953.000000 Penalty: 5847.089355
	Iteration 29Q: 3 clusters Score -1.482695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 130493 members 
Entering Unmasked Estep 
Score: -14826962.000000 Penalty: 5847.089355
	Iteration 30Q: 3 clusters Score -1.482696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 130494 members 
Entering Unmasked Estep 
Score: -14826966.000000 Penalty: 5847.089355
	Iteration 31Q: 3 clusters Score -1.482697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 130496 members 
Entering Unmasked Estep 
Score: -14826964.000000 Penalty: 5847.089355
	Iteration 32Q: 3 clusters Score -1.482696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 130498 members 
Entering Unmasked Estep 
Score: -14826953.000000 Penalty: 5847.089355
	Iteration 33Q: 3 clusters Score -1.482695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 130500 members 
Entering Unmasked Estep 
Score: -14826949.000000 Penalty: 5847.089355
	Iteration 34Q: 3 clusters Score -1.482695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 130500 members 
Entering Unmasked Estep 
Score: -14826949.000000 Penalty: 5847.089355
	Iteration 35F: 3 clusters Score -1.482695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213462 members 
Entering Unmasked Estep 
Score: -24511106.000000 Penalty: 3043.261230
	Iteration 0F: 2 clusters Score -2.451111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 106993 members 
Entering Unmasked Estep 
Score: -24388786.000000 Penalty: 6086.522461
	Iteration 0F: 3 clusters Score -2.438879e+07 nChanged 102567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -24449628.000000 Penalty: 6086.522461
	Iteration 1F: 3 clusters Score -2.444963e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 112787 members 
Entering Unmasked Estep 
Score: -24450924.000000 Penalty: 6086.522461
	Iteration 2Q: 3 clusters Score -2.445092e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 115571 members 
Entering Unmasked Estep 
Score: -24452644.000000 Penalty: 6086.522461
	Iteration 3Q: 3 clusters Score -2.445264e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 119654 members 
Entering Unmasked Estep 
Score: -24454822.000000 Penalty: 6086.522461
	Iteration 4Q: 3 clusters Score -2.445482e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 125714 members 
Entering Unmasked Estep 
Score: -24458294.000000 Penalty: 6086.522461
	Iteration 5Q: 3 clusters Score -2.445829e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
Score: -24463756.000000 Penalty: 6086.522461
	Iteration 6Q: 3 clusters Score -2.446376e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 146192 members 
Entering Unmasked Estep 
Score: -24471648.000000 Penalty: 6086.522461
	Iteration 7F: 3 clusters Score -2.447165e+07 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 161035 members 
Entering Unmasked Estep 
Score: -24482722.000000 Penalty: 6086.522461
	Iteration 8F: 3 clusters Score -2.448272e+07 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 176925 members 
Entering Unmasked Estep 
Score: -24492192.000000 Penalty: 6086.522461
	Iteration 9F: 3 clusters Score -2.449219e+07 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 190334 members 
Entering Unmasked Estep 
Score: -24499028.000000 Penalty: 6086.522461
	Iteration 10F: 3 clusters Score -2.449903e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 199619 members 
Entering Unmasked Estep 
Score: -24503182.000000 Penalty: 6086.522461
	Iteration 11Q: 3 clusters Score -2.450318e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 205108 members 
Entering Unmasked Estep 
Score: -24505440.000000 Penalty: 6086.522461
	Iteration 12Q: 3 clusters Score -2.450544e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 208152 members 
Entering Unmasked Estep 
Score: -24506588.000000 Penalty: 6086.522461
	Iteration 13Q: 3 clusters Score -2.450659e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 209872 members 
Entering Unmasked Estep 
Score: -24507346.000000 Penalty: 6086.522461
	Iteration 14Q: 3 clusters Score -2.450735e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 210875 members 
Entering Unmasked Estep 
Score: -24507788.000000 Penalty: 6086.522461
	Iteration 15Q: 3 clusters Score -2.450779e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 211446 members 
Entering Unmasked Estep 
Score: -24508010.000000 Penalty: 6086.522461
	Iteration 16Q: 3 clusters Score -2.450801e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 211802 members 
Entering Unmasked Estep 
Score: -24508162.000000 Penalty: 6086.522461
	Iteration 17Q: 3 clusters Score -2.450816e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 212013 members 
Entering Unmasked Estep 
Score: -24508328.000000 Penalty: 6086.522461
	Iteration 18Q: 3 clusters Score -2.450833e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 212165 members 
Entering Unmasked Estep 
Score: -24508408.000000 Penalty: 6086.522461
	Iteration 19Q: 3 clusters Score -2.450841e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 212274 members 
Entering Unmasked Estep 
Score: -24508484.000000 Penalty: 6086.522461
	Iteration 20F: 3 clusters Score -2.450848e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 212344 members 
Entering Unmasked Estep 
Score: -24508536.000000 Penalty: 6086.522461
	Iteration 21Q: 3 clusters Score -2.450854e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 212396 members 
Entering Unmasked Estep 
Score: -24508556.000000 Penalty: 6086.522461
	Iteration 22Q: 3 clusters Score -2.450856e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 212435 members 
Entering Unmasked Estep 
Score: -24508598.000000 Penalty: 6086.522461
	Iteration 23Q: 3 clusters Score -2.45086e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 212478 members 
Entering Unmasked Estep 
Score: -24508642.000000 Penalty: 6086.522461
	Iteration 24Q: 3 clusters Score -2.450864e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 212512 members 
Entering Unmasked Estep 
Score: -24508660.000000 Penalty: 6086.522461
	Iteration 25Q: 3 clusters Score -2.450866e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 212541 members 
Entering Unmasked Estep 
Score: -24508688.000000 Penalty: 6086.522461
	Iteration 26Q: 3 clusters Score -2.450869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -24508686.000000 Penalty: 6086.522461
	Iteration 27Q: 3 clusters Score -2.450869e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 212575 members 
Entering Unmasked Estep 
Score: -24508702.000000 Penalty: 6086.522461
	Iteration 28Q: 3 clusters Score -2.45087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 212588 members 
Entering Unmasked Estep 
Score: -24508710.000000 Penalty: 6086.522461
	Iteration 29Q: 3 clusters Score -2.450871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 212595 members 
Entering Unmasked Estep 
Score: -24508724.000000 Penalty: 6086.522461
	Iteration 30Q: 3 clusters Score -2.450872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 212607 members 
Entering Unmasked Estep 
Score: -24508734.000000 Penalty: 6086.522461
	Iteration 31Q: 3 clusters Score -2.450873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 212617 members 
Entering Unmasked Estep 
Score: -24508748.000000 Penalty: 6086.522461
	Iteration 32Q: 3 clusters Score -2.450875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 212624 members 
Entering Unmasked Estep 
Score: -24508736.000000 Penalty: 6086.522461
	Iteration 33Q: 3 clusters Score -2.450874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 212631 members 
Entering Unmasked Estep 
Score: -24508752.000000 Penalty: 6086.522461
	Iteration 34Q: 3 clusters Score -2.450875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 212635 members 
Entering Unmasked Estep 
Score: -24508746.000000 Penalty: 6086.522461
	Iteration 35Q: 3 clusters Score -2.450875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 212631 members 
Entering Unmasked Estep 
Score: -24508764.000000 Penalty: 6086.522461
	Iteration 36Q: 3 clusters Score -2.450876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 212638 members 
Entering Unmasked Estep 
Score: -24508764.000000 Penalty: 6086.522461
	Iteration 37Q: 3 clusters Score -2.450876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 212641 members 
Entering Unmasked Estep 
Score: -24508758.000000 Penalty: 6086.522461
	Iteration 38Q: 3 clusters Score -2.450876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 212643 members 
Entering Unmasked Estep 
Score: -24508770.000000 Penalty: 6086.522461
	Iteration 39Q: 3 clusters Score -2.450877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 212645 members 
Entering Unmasked Estep 
Score: -24508782.000000 Penalty: 6086.522461
	Iteration 40F: 3 clusters Score -2.450878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 212647 members 
Entering Unmasked Estep 
Score: -24508798.000000 Penalty: 6086.522461
	Iteration 41Q: 3 clusters Score -2.45088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 212649 members 
Entering Unmasked Estep 
Score: -24508802.000000 Penalty: 6086.522461
	Iteration 42Q: 3 clusters Score -2.45088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 212652 members 
Entering Unmasked Estep 
Score: -24508806.000000 Penalty: 6086.522461
	Iteration 43Q: 3 clusters Score -2.450881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 212652 members 
Entering Unmasked Estep 
Score: -24508822.000000 Penalty: 6086.522461
	Iteration 44Q: 3 clusters Score -2.450882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 212654 members 
Entering Unmasked Estep 
Score: -24508800.000000 Penalty: 6086.522461
	Iteration 45Q: 3 clusters Score -2.45088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 212656 members 
Entering Unmasked Estep 
Score: -24508808.000000 Penalty: 6086.522461
	Iteration 46Q: 3 clusters Score -2.450881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 212657 members 
Entering Unmasked Estep 
Score: -24508792.000000 Penalty: 6086.522461
	Iteration 47Q: 3 clusters Score -2.450879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 212657 members 
Entering Unmasked Estep 
Score: -24508808.000000 Penalty: 6086.522461
	Iteration 48Q: 3 clusters Score -2.450881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 212657 members 
Entering Unmasked Estep 
Score: -24508808.000000 Penalty: 6086.522461
	Iteration 49Q: 3 clusters Score -2.450881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 212659 members 
Entering Unmasked Estep 
Score: -24508796.000000 Penalty: 6086.522461
	Iteration 50Q: 3 clusters Score -2.45088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 212659 members 
Entering Unmasked Estep 
Score: -24508810.000000 Penalty: 6086.522461
	Iteration 51Q: 3 clusters Score -2.450881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 212658 members 
Entering Unmasked Estep 
Score: -24508814.000000 Penalty: 6086.522461
	Iteration 52Q: 3 clusters Score -2.450881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 212658 members 
Entering Unmasked Estep 
Score: -24508814.000000 Penalty: 6086.522461
	Iteration 53F: 3 clusters Score -2.450881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 334 members 
Entering Unmasked Estep 
Score: -73502.031250 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73502.03 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73732.117188 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73732.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73781.328125 Penalty: 3267.424805
	Iteration 2Q: 3 clusters Score -73781.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73808.781250 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73808.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73818.742188 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73818.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73828.054688 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73828.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73838.554688 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73838.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73842.195312 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -73842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73845.328125 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -73845.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73847.984375 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -73847.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73850.812500 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -73850.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73852.070312 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -73852.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73852.070312 Penalty: 3267.424805
	Iteration 12F: 3 clusters Score -73852.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Entering Unmasked Estep 
Score: -2971107.250000 Penalty: 2525.574219
	Iteration 0F: 2 clusters Score -2971107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2952802.500000 Penalty: 5051.148438
	Iteration 0F: 3 clusters Score -2952802 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2959367.250000 Penalty: 5051.148438
	Iteration 1F: 3 clusters Score -2959367 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2959937.500000 Penalty: 5051.148438
	Iteration 2F: 3 clusters Score -2959938 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2960596.750000 Penalty: 5051.148438
	Iteration 3F: 3 clusters Score -2960597 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2961411.000000 Penalty: 5051.148438
	Iteration 4F: 3 clusters Score -2961411 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2962516.500000 Penalty: 5051.148438
	Iteration 5F: 3 clusters Score -2962516 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2963924.750000 Penalty: 5051.148438
	Iteration 6F: 3 clusters Score -2963925 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2965263.250000 Penalty: 5051.148438
	Iteration 7F: 3 clusters Score -2965263 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2966187.000000 Penalty: 5051.148438
	Iteration 8F: 3 clusters Score -2966187 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2966819.750000 Penalty: 5051.148438
	Iteration 9Q: 3 clusters Score -2966820 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2967269.250000 Penalty: 5051.148438
	Iteration 10Q: 3 clusters Score -2967269 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2967590.000000 Penalty: 5051.148438
	Iteration 11Q: 3 clusters Score -2967590 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2967807.750000 Penalty: 5051.148438
	Iteration 12Q: 3 clusters Score -2967808 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2967975.000000 Penalty: 5051.148438
	Iteration 13Q: 3 clusters Score -2967975 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2968112.250000 Penalty: 5051.148438
	Iteration 14Q: 3 clusters Score -2968112 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2968219.250000 Penalty: 5051.148438
	Iteration 15Q: 3 clusters Score -2968219 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2968352.000000 Penalty: 5051.148438
	Iteration 16Q: 3 clusters Score -2968352 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2968509.250000 Penalty: 5051.148438
	Iteration 17Q: 3 clusters Score -2968509 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2968653.500000 Penalty: 5051.148438
	Iteration 18Q: 3 clusters Score -2968654 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2968786.500000 Penalty: 5051.148438
	Iteration 19Q: 3 clusters Score -2968786 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2968936.000000 Penalty: 5051.148438
	Iteration 20F: 3 clusters Score -2968936 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2969091.500000 Penalty: 5051.148438
	Iteration 21Q: 3 clusters Score -2969092 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2969237.000000 Penalty: 5051.148438
	Iteration 22Q: 3 clusters Score -2969237 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2969332.750000 Penalty: 5051.148438
	Iteration 23Q: 3 clusters Score -2969333 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2969385.750000 Penalty: 5051.148438
	Iteration 24Q: 3 clusters Score -2969386 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2969436.000000 Penalty: 5051.148438
	Iteration 25Q: 3 clusters Score -2969436 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2969455.500000 Penalty: 5051.148438
	Iteration 26Q: 3 clusters Score -2969456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2969476.750000 Penalty: 5051.148438
	Iteration 27Q: 3 clusters Score -2969477 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2969489.500000 Penalty: 5051.148438
	Iteration 28Q: 3 clusters Score -2969490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2969506.500000 Penalty: 5051.148438
	Iteration 29Q: 3 clusters Score -2969506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2969526.750000 Penalty: 5051.148438
	Iteration 30Q: 3 clusters Score -2969527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2969539.500000 Penalty: 5051.148438
	Iteration 31Q: 3 clusters Score -2969540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2969553.250000 Penalty: 5051.148438
	Iteration 32Q: 3 clusters Score -2969553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2969550.500000 Penalty: 5051.148438
	Iteration 33Q: 3 clusters Score -2969550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2969559.000000 Penalty: 5051.148438
	Iteration 34Q: 3 clusters Score -2969559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2969553.000000 Penalty: 5051.148438
	Iteration 35Q: 3 clusters Score -2969553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2969565.000000 Penalty: 5051.148438
	Iteration 36Q: 3 clusters Score -2969565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2969563.250000 Penalty: 5051.148438
	Iteration 37Q: 3 clusters Score -2969563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -2969560.500000 Penalty: 5051.148438
	Iteration 38Q: 3 clusters Score -2969560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2969564.750000 Penalty: 5051.148438
	Iteration 39Q: 3 clusters Score -2969565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2969567.750000 Penalty: 5051.148438
	Iteration 40F: 3 clusters Score -2969568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2969563.250000 Penalty: 5051.148438
	Iteration 41Q: 3 clusters Score -2969563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2969565.500000 Penalty: 5051.148438
	Iteration 42Q: 3 clusters Score -2969566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2969564.250000 Penalty: 5051.148438
	Iteration 43Q: 3 clusters Score -2969564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2969566.500000 Penalty: 5051.148438
	Iteration 44Q: 3 clusters Score -2969566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2969566.500000 Penalty: 5051.148438
	Iteration 45F: 3 clusters Score -2969566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Entering Unmasked Estep 
Score: -1395381.375000 Penalty: 2359.616943
	Iteration 0F: 2 clusters Score -1395381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1385370.000000 Penalty: 4719.233887
	Iteration 0F: 3 clusters Score -1385370 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1389025.625000 Penalty: 4719.233887
	Iteration 1F: 3 clusters Score -1389026 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1390324.250000 Penalty: 4719.233887
	Iteration 2F: 3 clusters Score -1390324 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1391936.875000 Penalty: 4719.233887
	Iteration 3F: 3 clusters Score -1391937 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1393264.500000 Penalty: 4719.233887
	Iteration 4F: 3 clusters Score -1393264 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1394026.250000 Penalty: 4719.233887
	Iteration 5F: 3 clusters Score -1394026 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1394431.250000 Penalty: 4719.233887
	Iteration 6Q: 3 clusters Score -1394431 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1394658.750000 Penalty: 4719.233887
	Iteration 7Q: 3 clusters Score -1394659 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1394830.125000 Penalty: 4719.233887
	Iteration 8Q: 3 clusters Score -1394830 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1394989.625000 Penalty: 4719.233887
	Iteration 9Q: 3 clusters Score -1394990 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1395148.125000 Penalty: 4719.233887
	Iteration 10Q: 3 clusters Score -1395148 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1395308.375000 Penalty: 4719.233887
	Iteration 11Q: 3 clusters Score -1395308 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1395447.375000 Penalty: 4719.233887
	Iteration 12Q: 3 clusters Score -1395447 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1395538.375000 Penalty: 4719.233887
	Iteration 13Q: 3 clusters Score -1395538 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1395583.500000 Penalty: 4719.233887
	Iteration 14Q: 3 clusters Score -1395584 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1395620.125000 Penalty: 4719.233887
	Iteration 15Q: 3 clusters Score -1395620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1395637.875000 Penalty: 4719.233887
	Iteration 16Q: 3 clusters Score -1395638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1395657.000000 Penalty: 4719.233887
	Iteration 17Q: 3 clusters Score -1395657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1395659.500000 Penalty: 4719.233887
	Iteration 18Q: 3 clusters Score -1395660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1395663.250000 Penalty: 4719.233887
	Iteration 19Q: 3 clusters Score -1395663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1395665.875000 Penalty: 4719.233887
	Iteration 20F: 3 clusters Score -1395666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1395666.875000 Penalty: 4719.233887
	Iteration 21Q: 3 clusters Score -1395667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1395667.375000 Penalty: 4719.233887
	Iteration 22Q: 3 clusters Score -1395667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1395669.125000 Penalty: 4719.233887
	Iteration 23Q: 3 clusters Score -1395669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1395668.625000 Penalty: 4719.233887
	Iteration 24Q: 3 clusters Score -1395669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1395668.500000 Penalty: 4719.233887
	Iteration 25Q: 3 clusters Score -1395668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1395670.125000 Penalty: 4719.233887
	Iteration 26Q: 3 clusters Score -1395670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1395668.375000 Penalty: 4719.233887
	Iteration 27Q: 3 clusters Score -1395668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1395671.375000 Penalty: 4719.233887
	Iteration 28Q: 3 clusters Score -1395671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1395671.375000 Penalty: 4719.233887
	Iteration 29F: 3 clusters Score -1395671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 54936 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 2262 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 9982 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7081 members 
Mstep: Class 48 contains 59632 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Mstep: Class 57 contains 10465 members 
Entering Unmasked Estep 
Score: -139244800.000000 Penalty: 198913.843750
Splitting cluster 11 changes total score from -139245456.000000 to -139244800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Entering Unmasked Estep 
Score: -1249845.750000 Penalty: 2312.336182
	Iteration 0F: 2 clusters Score -1249846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1241309.250000 Penalty: 4624.672363
	Iteration 0F: 3 clusters Score -1241309 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1243835.500000 Penalty: 4624.672363
	Iteration 1F: 3 clusters Score -1243836 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1244163.125000 Penalty: 4624.672363
	Iteration 2F: 3 clusters Score -1244163 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1244417.500000 Penalty: 4624.672363
	Iteration 3F: 3 clusters Score -1244418 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1244648.125000 Penalty: 4624.672363
	Iteration 4Q: 3 clusters Score -1244648 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1244918.625000 Penalty: 4624.672363
	Iteration 5Q: 3 clusters Score -1244919 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1245180.625000 Penalty: 4624.672363
	Iteration 6Q: 3 clusters Score -1245181 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1245420.000000 Penalty: 4624.672363
	Iteration 7Q: 3 clusters Score -1245420 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1245704.750000 Penalty: 4624.672363
	Iteration 8Q: 3 clusters Score -1245705 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1246085.500000 Penalty: 4624.672363
	Iteration 9Q: 3 clusters Score -1246086 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1246537.125000 Penalty: 4624.672363
	Iteration 10Q: 3 clusters Score -1246537 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1247078.000000 Penalty: 4624.672363
	Iteration 11Q: 3 clusters Score -1247078 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1247640.625000 Penalty: 4624.672363
	Iteration 12Q: 3 clusters Score -1247641 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1248095.625000 Penalty: 4624.672363
	Iteration 13Q: 3 clusters Score -1248096 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1248359.500000 Penalty: 4624.672363
	Iteration 14Q: 3 clusters Score -1248360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1248484.125000 Penalty: 4624.672363
	Iteration 15Q: 3 clusters Score -1248484 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1248555.625000 Penalty: 4624.672363
	Iteration 16Q: 3 clusters Score -1248556 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1248613.500000 Penalty: 4624.672363
	Iteration 17Q: 3 clusters Score -1248614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1248657.625000 Penalty: 4624.672363
	Iteration 18Q: 3 clusters Score -1248658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1248689.375000 Penalty: 4624.672363
	Iteration 19Q: 3 clusters Score -1248689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1248712.375000 Penalty: 4624.672363
	Iteration 20F: 3 clusters Score -1248712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1248728.375000 Penalty: 4624.672363
	Iteration 21Q: 3 clusters Score -1248728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1248740.000000 Penalty: 4624.672363
	Iteration 22Q: 3 clusters Score -1248740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1248747.875000 Penalty: 4624.672363
	Iteration 23Q: 3 clusters Score -1248748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1248754.500000 Penalty: 4624.672363
	Iteration 24Q: 3 clusters Score -1248754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1248761.875000 Penalty: 4624.672363
	Iteration 25Q: 3 clusters Score -1248762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1248765.375000 Penalty: 4624.672363
	Iteration 26Q: 3 clusters Score -1248765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1248770.750000 Penalty: 4624.672363
	Iteration 27Q: 3 clusters Score -1248771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1248772.500000 Penalty: 4624.672363
	Iteration 28Q: 3 clusters Score -1248772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1248771.000000 Penalty: 4624.672363
	Iteration 29Q: 3 clusters Score -1248771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1248773.750000 Penalty: 4624.672363
	Iteration 30Q: 3 clusters Score -1248774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1248773.750000 Penalty: 4624.672363
	Iteration 31F: 3 clusters Score -1248774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -394273.500000 Penalty: 2033.739502
	Iteration 0F: 2 clusters Score -394273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -390617.656250 Penalty: 4067.479004
	Iteration 0F: 3 clusters Score -390617.7 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -391530.500000 Penalty: 4067.479004
	Iteration 1F: 3 clusters Score -391530.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -391861.812500 Penalty: 4067.479004
	Iteration 2F: 3 clusters Score -391861.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -392152.531250 Penalty: 4067.479004
	Iteration 3F: 3 clusters Score -392152.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -392467.906250 Penalty: 4067.479004
	Iteration 4F: 3 clusters Score -392467.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -392849.687500 Penalty: 4067.479004
	Iteration 5F: 3 clusters Score -392849.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -393299.093750 Penalty: 4067.479004
	Iteration 6F: 3 clusters Score -393299.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -393659.750000 Penalty: 4067.479004
	Iteration 7F: 3 clusters Score -393659.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -393903.968750 Penalty: 4067.479004
	Iteration 8F: 3 clusters Score -393904 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -394032.000000 Penalty: 4067.479004
	Iteration 9Q: 3 clusters Score -394032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -394090.843750 Penalty: 4067.479004
	Iteration 10Q: 3 clusters Score -394090.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -394118.750000 Penalty: 4067.479004
	Iteration 11Q: 3 clusters Score -394118.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -394131.562500 Penalty: 4067.479004
	Iteration 12Q: 3 clusters Score -394131.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -394140.312500 Penalty: 4067.479004
	Iteration 13Q: 3 clusters Score -394140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -394143.187500 Penalty: 4067.479004
	Iteration 14Q: 3 clusters Score -394143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -394143.343750 Penalty: 4067.479004
	Iteration 15Q: 3 clusters Score -394143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -394143.062500 Penalty: 4067.479004
	Iteration 16Q: 3 clusters Score -394143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -394143.062500 Penalty: 4067.479004
	Iteration 17F: 3 clusters Score -394143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Entering Unmasked Estep 
Score: -5339792.500000 Penalty: 2669.411865
	Iteration 0F: 2 clusters Score -5339792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -5307797.000000 Penalty: 5338.823730
	Iteration 0F: 3 clusters Score -5307797 nChanged 21835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -5320200.000000 Penalty: 5338.823730
	Iteration 1F: 3 clusters Score -5320200 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -5321146.500000 Penalty: 5338.823730
	Iteration 2F: 3 clusters Score -5321146 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -5322204.500000 Penalty: 5338.823730
	Iteration 3F: 3 clusters Score -5322204 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5323437.000000 Penalty: 5338.823730
	Iteration 4F: 3 clusters Score -5323437 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5324785.500000 Penalty: 5338.823730
	Iteration 5F: 3 clusters Score -5324786 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -5326177.000000 Penalty: 5338.823730
	Iteration 6F: 3 clusters Score -5326177 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -5327494.500000 Penalty: 5338.823730
	Iteration 7F: 3 clusters Score -5327494 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -5328753.500000 Penalty: 5338.823730
	Iteration 8F: 3 clusters Score -5328754 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -5330001.500000 Penalty: 5338.823730
	Iteration 9Q: 3 clusters Score -5330002 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -5331224.500000 Penalty: 5338.823730
	Iteration 10Q: 3 clusters Score -5331224 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -5332415.000000 Penalty: 5338.823730
	Iteration 11Q: 3 clusters Score -5332415 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -5333548.000000 Penalty: 5338.823730
	Iteration 12Q: 3 clusters Score -5333548 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -5334460.500000 Penalty: 5338.823730
	Iteration 13Q: 3 clusters Score -5334460 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5335159.000000 Penalty: 5338.823730
	Iteration 14Q: 3 clusters Score -5335159 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -5335772.000000 Penalty: 5338.823730
	Iteration 15Q: 3 clusters Score -5335772 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -5336299.000000 Penalty: 5338.823730
	Iteration 16Q: 3 clusters Score -5336299 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5336668.000000 Penalty: 5338.823730
	Iteration 17Q: 3 clusters Score -5336668 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5336932.000000 Penalty: 5338.823730
	Iteration 18Q: 3 clusters Score -5336932 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -5337161.000000 Penalty: 5338.823730
	Iteration 19Q: 3 clusters Score -5337161 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5337300.000000 Penalty: 5338.823730
	Iteration 20F: 3 clusters Score -5337300 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -5337406.500000 Penalty: 5338.823730
	Iteration 21Q: 3 clusters Score -5337406 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -5337485.000000 Penalty: 5338.823730
	Iteration 22Q: 3 clusters Score -5337485 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -5337544.000000 Penalty: 5338.823730
	Iteration 23Q: 3 clusters Score -5337544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -5337566.500000 Penalty: 5338.823730
	Iteration 24Q: 3 clusters Score -5337566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -5337591.500000 Penalty: 5338.823730
	Iteration 25Q: 3 clusters Score -5337592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5337611.500000 Penalty: 5338.823730
	Iteration 26Q: 3 clusters Score -5337612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -5337630.000000 Penalty: 5338.823730
	Iteration 27Q: 3 clusters Score -5337630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -5337632.500000 Penalty: 5338.823730
	Iteration 28Q: 3 clusters Score -5337632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5337647.500000 Penalty: 5338.823730
	Iteration 29Q: 3 clusters Score -5337648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -5337651.000000 Penalty: 5338.823730
	Iteration 30Q: 3 clusters Score -5337651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -5337658.500000 Penalty: 5338.823730
	Iteration 31Q: 3 clusters Score -5337658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -5337675.000000 Penalty: 5338.823730
	Iteration 32Q: 3 clusters Score -5337675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5337671.000000 Penalty: 5338.823730
	Iteration 33Q: 3 clusters Score -5337671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5337672.000000 Penalty: 5338.823730
	Iteration 34Q: 3 clusters Score -5337672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -5337672.500000 Penalty: 5338.823730
	Iteration 35Q: 3 clusters Score -5337672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -5337674.500000 Penalty: 5338.823730
	Iteration 36Q: 3 clusters Score -5337674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5337678.000000 Penalty: 5338.823730
	Iteration 37Q: 3 clusters Score -5337678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -5337678.500000 Penalty: 5338.823730
	Iteration 38Q: 3 clusters Score -5337678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -5337681.500000 Penalty: 5338.823730
	Iteration 39Q: 3 clusters Score -5337682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -5337678.500000 Penalty: 5338.823730
	Iteration 40F: 3 clusters Score -5337678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -5337683.500000 Penalty: 5338.823730
	Iteration 41Q: 3 clusters Score -5337684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -5337681.500000 Penalty: 5338.823730
	Iteration 42Q: 3 clusters Score -5337682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -5337686.500000 Penalty: 5338.823730
	Iteration 43Q: 3 clusters Score -5337686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -5337686.000000 Penalty: 5338.823730
	Iteration 44Q: 3 clusters Score -5337686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -5337686.000000 Penalty: 5338.823730
	Iteration 45F: 3 clusters Score -5337686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Entering Unmasked Estep 
Score: -1529436.000000 Penalty: 2373.473877
	Iteration 0F: 2 clusters Score -1529436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1518947.000000 Penalty: 4746.947754
	Iteration 0F: 3 clusters Score -1518947 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1522426.000000 Penalty: 4746.947754
	Iteration 1F: 3 clusters Score -1522426 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1522935.625000 Penalty: 4746.947754
	Iteration 2F: 3 clusters Score -1522936 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1523430.500000 Penalty: 4746.947754
	Iteration 3F: 3 clusters Score -1523430 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1524011.750000 Penalty: 4746.947754
	Iteration 4F: 3 clusters Score -1524012 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1524665.625000 Penalty: 4746.947754
	Iteration 5F: 3 clusters Score -1524666 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1525416.250000 Penalty: 4746.947754
	Iteration 6F: 3 clusters Score -1525416 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1526113.125000 Penalty: 4746.947754
	Iteration 7F: 3 clusters Score -1526113 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1526685.500000 Penalty: 4746.947754
	Iteration 8F: 3 clusters Score -1526686 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1527072.250000 Penalty: 4746.947754
	Iteration 9Q: 3 clusters Score -1527072 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1527345.125000 Penalty: 4746.947754
	Iteration 10Q: 3 clusters Score -1527345 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1527574.000000 Penalty: 4746.947754
	Iteration 11Q: 3 clusters Score -1527574 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1527741.375000 Penalty: 4746.947754
	Iteration 12Q: 3 clusters Score -1527741 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1527850.625000 Penalty: 4746.947754
	Iteration 13Q: 3 clusters Score -1527851 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1527947.500000 Penalty: 4746.947754
	Iteration 14Q: 3 clusters Score -1527948 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1528025.500000 Penalty: 4746.947754
	Iteration 15Q: 3 clusters Score -1528026 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1528113.625000 Penalty: 4746.947754
	Iteration 16Q: 3 clusters Score -1528114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1528211.875000 Penalty: 4746.947754
	Iteration 17Q: 3 clusters Score -1528212 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1528308.375000 Penalty: 4746.947754
	Iteration 18Q: 3 clusters Score -1528308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1528412.500000 Penalty: 4746.947754
	Iteration 19Q: 3 clusters Score -1528412 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1528521.750000 Penalty: 4746.947754
	Iteration 20F: 3 clusters Score -1528522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1528601.500000 Penalty: 4746.947754
	Iteration 21Q: 3 clusters Score -1528602 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1528661.375000 Penalty: 4746.947754
	Iteration 22Q: 3 clusters Score -1528661 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1528705.625000 Penalty: 4746.947754
	Iteration 23Q: 3 clusters Score -1528706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1528746.625000 Penalty: 4746.947754
	Iteration 24Q: 3 clusters Score -1528747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1528801.125000 Penalty: 4746.947754
	Iteration 25Q: 3 clusters Score -1528801 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1528846.500000 Penalty: 4746.947754
	Iteration 26Q: 3 clusters Score -1528846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1528880.000000 Penalty: 4746.947754
	Iteration 27Q: 3 clusters Score -1528880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1528916.000000 Penalty: 4746.947754
	Iteration 28Q: 3 clusters Score -1528916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1528947.625000 Penalty: 4746.947754
	Iteration 29Q: 3 clusters Score -1528948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1528975.750000 Penalty: 4746.947754
	Iteration 30Q: 3 clusters Score -1528976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1528997.375000 Penalty: 4746.947754
	Iteration 31Q: 3 clusters Score -1528997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1529002.750000 Penalty: 4746.947754
	Iteration 32Q: 3 clusters Score -1529003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1529015.625000 Penalty: 4746.947754
	Iteration 33Q: 3 clusters Score -1529016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1529018.000000 Penalty: 4746.947754
	Iteration 34Q: 3 clusters Score -1529018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1529024.000000 Penalty: 4746.947754
	Iteration 35Q: 3 clusters Score -1529024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1529023.250000 Penalty: 4746.947754
	Iteration 36Q: 3 clusters Score -1529023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1529025.875000 Penalty: 4746.947754
	Iteration 37Q: 3 clusters Score -1529026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1529035.625000 Penalty: 4746.947754
	Iteration 38Q: 3 clusters Score -1529036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1529036.000000 Penalty: 4746.947754
	Iteration 39Q: 3 clusters Score -1529036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1529036.125000 Penalty: 4746.947754
	Iteration 40F: 3 clusters Score -1529036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1529037.500000 Penalty: 4746.947754
	Iteration 41Q: 3 clusters Score -1529038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1529037.125000 Penalty: 4746.947754
	Iteration 42Q: 3 clusters Score -1529037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1529038.875000 Penalty: 4746.947754
	Iteration 43Q: 3 clusters Score -1529039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1529039.750000 Penalty: 4746.947754
	Iteration 44Q: 3 clusters Score -1529040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1529039.125000 Penalty: 4746.947754
	Iteration 45Q: 3 clusters Score -1529039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1529039.375000 Penalty: 4746.947754
	Iteration 46Q: 3 clusters Score -1529039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1529045.375000 Penalty: 4746.947754
	Iteration 47Q: 3 clusters Score -1529045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1529045.500000 Penalty: 4746.947754
	Iteration 48Q: 3 clusters Score -1529046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1529043.000000 Penalty: 4746.947754
	Iteration 49Q: 3 clusters Score -1529043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1529044.500000 Penalty: 4746.947754
	Iteration 50Q: 3 clusters Score -1529044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1529044.625000 Penalty: 4746.947754
	Iteration 51Q: 3 clusters Score -1529045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1529044.625000 Penalty: 4746.947754
	Iteration 52F: 3 clusters Score -1529045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -554151.437500 Penalty: 2134.226807
	Iteration 0F: 2 clusters Score -554151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -549344.812500 Penalty: 4268.453613
	Iteration 0F: 3 clusters Score -549344.8 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -550713.187500 Penalty: 4268.453613
	Iteration 1F: 3 clusters Score -550713.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -551047.875000 Penalty: 4268.453613
	Iteration 2F: 3 clusters Score -551047.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -551289.687500 Penalty: 4268.453613
	Iteration 3F: 3 clusters Score -551289.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -551490.812500 Penalty: 4268.453613
	Iteration 4F: 3 clusters Score -551490.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -551682.125000 Penalty: 4268.453613
	Iteration 5Q: 3 clusters Score -551682.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -551865.250000 Penalty: 4268.453613
	Iteration 6Q: 3 clusters Score -551865.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -552039.125000 Penalty: 4268.453613
	Iteration 7Q: 3 clusters Score -552039.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -552179.500000 Penalty: 4268.453613
	Iteration 8Q: 3 clusters Score -552179.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -552307.187500 Penalty: 4268.453613
	Iteration 9Q: 3 clusters Score -552307.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -552434.312500 Penalty: 4268.453613
	Iteration 10Q: 3 clusters Score -552434.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -552541.437500 Penalty: 4268.453613
	Iteration 11Q: 3 clusters Score -552541.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -552634.125000 Penalty: 4268.453613
	Iteration 12Q: 3 clusters Score -552634.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -552723.437500 Penalty: 4268.453613
	Iteration 13Q: 3 clusters Score -552723.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -552796.500000 Penalty: 4268.453613
	Iteration 14Q: 3 clusters Score -552796.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -552844.625000 Penalty: 4268.453613
	Iteration 15Q: 3 clusters Score -552844.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -552880.375000 Penalty: 4268.453613
	Iteration 16Q: 3 clusters Score -552880.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -552903.687500 Penalty: 4268.453613
	Iteration 17Q: 3 clusters Score -552903.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -552925.125000 Penalty: 4268.453613
	Iteration 18Q: 3 clusters Score -552925.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -552935.750000 Penalty: 4268.453613
	Iteration 19Q: 3 clusters Score -552935.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -552946.937500 Penalty: 4268.453613
	Iteration 20F: 3 clusters Score -552946.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -552954.625000 Penalty: 4268.453613
	Iteration 21Q: 3 clusters Score -552954.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -552961.000000 Penalty: 4268.453613
	Iteration 22Q: 3 clusters Score -552961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -552965.312500 Penalty: 4268.453613
	Iteration 23Q: 3 clusters Score -552965.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -552967.875000 Penalty: 4268.453613
	Iteration 24Q: 3 clusters Score -552967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -552968.562500 Penalty: 4268.453613
	Iteration 25Q: 3 clusters Score -552968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -552971.750000 Penalty: 4268.453613
	Iteration 26Q: 3 clusters Score -552971.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -552975.250000 Penalty: 4268.453613
	Iteration 27Q: 3 clusters Score -552975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -552977.250000 Penalty: 4268.453613
	Iteration 28Q: 3 clusters Score -552977.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -552982.187500 Penalty: 4268.453613
	Iteration 29Q: 3 clusters Score -552982.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -552988.500000 Penalty: 4268.453613
	Iteration 30Q: 3 clusters Score -552988.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -552994.875000 Penalty: 4268.453613
	Iteration 31Q: 3 clusters Score -552994.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -553000.687500 Penalty: 4268.453613
	Iteration 32Q: 3 clusters Score -553000.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -553001.937500 Penalty: 4268.453613
	Iteration 33Q: 3 clusters Score -553001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -553005.625000 Penalty: 4268.453613
	Iteration 34Q: 3 clusters Score -553005.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -553009.562500 Penalty: 4268.453613
	Iteration 35Q: 3 clusters Score -553009.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -553011.187500 Penalty: 4268.453613
	Iteration 36Q: 3 clusters Score -553011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -553013.187500 Penalty: 4268.453613
	Iteration 37Q: 3 clusters Score -553013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -553015.625000 Penalty: 4268.453613
	Iteration 38Q: 3 clusters Score -553015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -553017.625000 Penalty: 4268.453613
	Iteration 39Q: 3 clusters Score -553017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -553018.312500 Penalty: 4268.453613
	Iteration 40F: 3 clusters Score -553018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -553019.187500 Penalty: 4268.453613
	Iteration 41Q: 3 clusters Score -553019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -553021.062500 Penalty: 4268.453613
	Iteration 42Q: 3 clusters Score -553021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -553021.875000 Penalty: 4268.453613
	Iteration 43Q: 3 clusters Score -553021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -553023.500000 Penalty: 4268.453613
	Iteration 44Q: 3 clusters Score -553023.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -553026.000000 Penalty: 4268.453613
	Iteration 45Q: 3 clusters Score -553026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -553028.062500 Penalty: 4268.453613
	Iteration 46Q: 3 clusters Score -553028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -553028.937500 Penalty: 4268.453613
	Iteration 47Q: 3 clusters Score -553028.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -553031.750000 Penalty: 4268.453613
	Iteration 48Q: 3 clusters Score -553031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -553033.562500 Penalty: 4268.453613
	Iteration 49Q: 3 clusters Score -553033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -553036.812500 Penalty: 4268.453613
	Iteration 50Q: 3 clusters Score -553036.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -553038.937500 Penalty: 4268.453613
	Iteration 51Q: 3 clusters Score -553038.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -553044.187500 Penalty: 4268.453613
	Iteration 52Q: 3 clusters Score -553044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -553046.937500 Penalty: 4268.453613
	Iteration 53Q: 3 clusters Score -553046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -553051.000000 Penalty: 4268.453613
	Iteration 54Q: 3 clusters Score -553051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -553051.687500 Penalty: 4268.453613
	Iteration 55Q: 3 clusters Score -553051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -553051.687500 Penalty: 4268.453613
	Iteration 56F: 3 clusters Score -553051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -461696.156250 Penalty: 2098.915771
	Iteration 0F: 2 clusters Score -461696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -457398.312500 Penalty: 4197.831543
	Iteration 0F: 3 clusters Score -457398.3 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -458654.437500 Penalty: 4197.831543
	Iteration 1F: 3 clusters Score -458654.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -459006.812500 Penalty: 4197.831543
	Iteration 2F: 3 clusters Score -459006.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -459281.937500 Penalty: 4197.831543
	Iteration 3F: 3 clusters Score -459281.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -459501.593750 Penalty: 4197.831543
	Iteration 4F: 3 clusters Score -459501.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -459708.343750 Penalty: 4197.831543
	Iteration 5F: 3 clusters Score -459708.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -459889.437500 Penalty: 4197.831543
	Iteration 6Q: 3 clusters Score -459889.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -460051.531250 Penalty: 4197.831543
	Iteration 7Q: 3 clusters Score -460051.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -460184.875000 Penalty: 4197.831543
	Iteration 8Q: 3 clusters Score -460184.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -460281.031250 Penalty: 4197.831543
	Iteration 9Q: 3 clusters Score -460281 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -460363.031250 Penalty: 4197.831543
	Iteration 10Q: 3 clusters Score -460363 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -460444.812500 Penalty: 4197.831543
	Iteration 11Q: 3 clusters Score -460444.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -460516.906250 Penalty: 4197.831543
	Iteration 12Q: 3 clusters Score -460516.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -460587.281250 Penalty: 4197.831543
	Iteration 13Q: 3 clusters Score -460587.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -460650.000000 Penalty: 4197.831543
	Iteration 14Q: 3 clusters Score -460650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -460692.500000 Penalty: 4197.831543
	Iteration 15Q: 3 clusters Score -460692.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -460726.562500 Penalty: 4197.831543
	Iteration 16Q: 3 clusters Score -460726.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -460762.437500 Penalty: 4197.831543
	Iteration 17Q: 3 clusters Score -460762.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -460807.968750 Penalty: 4197.831543
	Iteration 18Q: 3 clusters Score -460808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -460850.781250 Penalty: 4197.831543
	Iteration 19Q: 3 clusters Score -460850.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -460889.937500 Penalty: 4197.831543
	Iteration 20F: 3 clusters Score -460889.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -460944.312500 Penalty: 4197.831543
	Iteration 21Q: 3 clusters Score -460944.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -460997.843750 Penalty: 4197.831543
	Iteration 22Q: 3 clusters Score -460997.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -461031.968750 Penalty: 4197.831543
	Iteration 23Q: 3 clusters Score -461032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -461055.375000 Penalty: 4197.831543
	Iteration 24Q: 3 clusters Score -461055.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -461080.687500 Penalty: 4197.831543
	Iteration 25Q: 3 clusters Score -461080.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -461105.937500 Penalty: 4197.831543
	Iteration 26Q: 3 clusters Score -461105.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -461138.718750 Penalty: 4197.831543
	Iteration 27Q: 3 clusters Score -461138.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -461169.593750 Penalty: 4197.831543
	Iteration 28Q: 3 clusters Score -461169.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -461209.312500 Penalty: 4197.831543
	Iteration 29Q: 3 clusters Score -461209.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -461268.312500 Penalty: 4197.831543
	Iteration 30Q: 3 clusters Score -461268.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -461338.468750 Penalty: 4197.831543
	Iteration 31Q: 3 clusters Score -461338.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -461385.312500 Penalty: 4197.831543
	Iteration 32Q: 3 clusters Score -461385.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -461423.343750 Penalty: 4197.831543
	Iteration 33Q: 3 clusters Score -461423.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -461460.093750 Penalty: 4197.831543
	Iteration 34Q: 3 clusters Score -461460.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -461500.343750 Penalty: 4197.831543
	Iteration 35Q: 3 clusters Score -461500.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -461546.156250 Penalty: 4197.831543
	Iteration 36Q: 3 clusters Score -461546.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -461578.187500 Penalty: 4197.831543
	Iteration 37Q: 3 clusters Score -461578.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -461599.593750 Penalty: 4197.831543
	Iteration 38Q: 3 clusters Score -461599.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -461617.781250 Penalty: 4197.831543
	Iteration 39Q: 3 clusters Score -461617.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -461633.281250 Penalty: 4197.831543
	Iteration 40F: 3 clusters Score -461633.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -461640.375000 Penalty: 4197.831543
	Iteration 41Q: 3 clusters Score -461640.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -461643.750000 Penalty: 4197.831543
	Iteration 42Q: 3 clusters Score -461643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -461648.593750 Penalty: 4197.831543
	Iteration 43Q: 3 clusters Score -461648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -461651.000000 Penalty: 4197.831543
	Iteration 44Q: 3 clusters Score -461651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -461652.906250 Penalty: 4197.831543
	Iteration 45Q: 3 clusters Score -461652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -461654.062500 Penalty: 4197.831543
	Iteration 46Q: 3 clusters Score -461654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -461656.281250 Penalty: 4197.831543
	Iteration 47Q: 3 clusters Score -461656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -461657.500000 Penalty: 4197.831543
	Iteration 48Q: 3 clusters Score -461657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -461658.656250 Penalty: 4197.831543
	Iteration 49Q: 3 clusters Score -461658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -461661.625000 Penalty: 4197.831543
	Iteration 50Q: 3 clusters Score -461661.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -461662.625000 Penalty: 4197.831543
	Iteration 51Q: 3 clusters Score -461662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -461664.187500 Penalty: 4197.831543
	Iteration 52Q: 3 clusters Score -461664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -461665.218750 Penalty: 4197.831543
	Iteration 53Q: 3 clusters Score -461665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -461665.781250 Penalty: 4197.831543
	Iteration 54Q: 3 clusters Score -461665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -461665.781250 Penalty: 4197.831543
	Iteration 55F: 3 clusters Score -461665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Entering Unmasked Estep 
Score: -700623.687500 Penalty: 2166.968018
	Iteration 0F: 2 clusters Score -700623.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -695363.000000 Penalty: 4333.936035
	Iteration 0F: 3 clusters Score -695363 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -696621.750000 Penalty: 4333.936035
	Iteration 1F: 3 clusters Score -696621.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -696878.937500 Penalty: 4333.936035
	Iteration 2F: 3 clusters Score -696878.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -697064.125000 Penalty: 4333.936035
	Iteration 3F: 3 clusters Score -697064.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -697195.062500 Penalty: 4333.936035
	Iteration 4Q: 3 clusters Score -697195.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -697294.687500 Penalty: 4333.936035
	Iteration 5Q: 3 clusters Score -697294.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -697380.312500 Penalty: 4333.936035
	Iteration 6Q: 3 clusters Score -697380.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -697462.312500 Penalty: 4333.936035
	Iteration 7Q: 3 clusters Score -697462.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -697538.437500 Penalty: 4333.936035
	Iteration 8Q: 3 clusters Score -697538.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -697604.625000 Penalty: 4333.936035
	Iteration 9Q: 3 clusters Score -697604.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -697655.437500 Penalty: 4333.936035
	Iteration 10Q: 3 clusters Score -697655.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -697708.750000 Penalty: 4333.936035
	Iteration 11Q: 3 clusters Score -697708.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -697760.687500 Penalty: 4333.936035
	Iteration 12Q: 3 clusters Score -697760.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -697830.125000 Penalty: 4333.936035
	Iteration 13Q: 3 clusters Score -697830.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -697908.250000 Penalty: 4333.936035
	Iteration 14Q: 3 clusters Score -697908.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -697997.625000 Penalty: 4333.936035
	Iteration 15Q: 3 clusters Score -697997.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -698078.812500 Penalty: 4333.936035
	Iteration 16Q: 3 clusters Score -698078.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -698157.250000 Penalty: 4333.936035
	Iteration 17Q: 3 clusters Score -698157.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -698218.000000 Penalty: 4333.936035
	Iteration 18Q: 3 clusters Score -698218 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -698273.375000 Penalty: 4333.936035
	Iteration 19Q: 3 clusters Score -698273.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -698337.437500 Penalty: 4333.936035
	Iteration 20F: 3 clusters Score -698337.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -698397.250000 Penalty: 4333.936035
	Iteration 21Q: 3 clusters Score -698397.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -698458.500000 Penalty: 4333.936035
	Iteration 22Q: 3 clusters Score -698458.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -698507.437500 Penalty: 4333.936035
	Iteration 23Q: 3 clusters Score -698507.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -698547.750000 Penalty: 4333.936035
	Iteration 24Q: 3 clusters Score -698547.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -698594.750000 Penalty: 4333.936035
	Iteration 25Q: 3 clusters Score -698594.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -698631.062500 Penalty: 4333.936035
	Iteration 26Q: 3 clusters Score -698631.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -698657.375000 Penalty: 4333.936035
	Iteration 27Q: 3 clusters Score -698657.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -698684.312500 Penalty: 4333.936035
	Iteration 28Q: 3 clusters Score -698684.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -698698.875000 Penalty: 4333.936035
	Iteration 29Q: 3 clusters Score -698698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -698712.250000 Penalty: 4333.936035
	Iteration 30Q: 3 clusters Score -698712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -698723.187500 Penalty: 4333.936035
	Iteration 31Q: 3 clusters Score -698723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -698727.875000 Penalty: 4333.936035
	Iteration 32Q: 3 clusters Score -698727.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -698734.375000 Penalty: 4333.936035
	Iteration 33Q: 3 clusters Score -698734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -698740.187500 Penalty: 4333.936035
	Iteration 34Q: 3 clusters Score -698740.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -698749.500000 Penalty: 4333.936035
	Iteration 35Q: 3 clusters Score -698749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -698755.625000 Penalty: 4333.936035
	Iteration 36Q: 3 clusters Score -698755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -698759.250000 Penalty: 4333.936035
	Iteration 37Q: 3 clusters Score -698759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -698760.250000 Penalty: 4333.936035
	Iteration 38Q: 3 clusters Score -698760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -698760.500000 Penalty: 4333.936035
	Iteration 39Q: 3 clusters Score -698760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -698760.500000 Penalty: 4333.936035
	Iteration 40F: 3 clusters Score -698760.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (142087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142087 members 
Entering Unmasked Estep 
Score: -15968084.000000 Penalty: 2942.320312
	Iteration 0F: 2 clusters Score -1.596808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -15873271.000000 Penalty: 5884.640625
	Iteration 0F: 3 clusters Score -1.587327e+07 nChanged 67800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -15912549.000000 Penalty: 5884.640625
	Iteration 1F: 3 clusters Score -1.591255e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -15913435.000000 Penalty: 5884.640625
	Iteration 2Q: 3 clusters Score -1.591344e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -15914621.000000 Penalty: 5884.640625
	Iteration 3Q: 3 clusters Score -1.591462e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -15916019.000000 Penalty: 5884.640625
	Iteration 4Q: 3 clusters Score -1.591602e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -15918078.000000 Penalty: 5884.640625
	Iteration 5Q: 3 clusters Score -1.591808e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -15920903.000000 Penalty: 5884.640625
	Iteration 6Q: 3 clusters Score -1.59209e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -15924683.000000 Penalty: 5884.640625
	Iteration 7F: 3 clusters Score -1.592468e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -15929770.000000 Penalty: 5884.640625
	Iteration 8F: 3 clusters Score -1.592977e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 105254 members 
Entering Unmasked Estep 
Score: -15935680.000000 Penalty: 5884.640625
	Iteration 9F: 3 clusters Score -1.593568e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -15942277.000000 Penalty: 5884.640625
	Iteration 10F: 3 clusters Score -1.594228e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 122464 members 
Entering Unmasked Estep 
Score: -15949317.000000 Penalty: 5884.640625
	Iteration 11F: 3 clusters Score -1.594932e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 129609 members 
Entering Unmasked Estep 
Score: -15955555.000000 Penalty: 5884.640625
	Iteration 12F: 3 clusters Score -1.595556e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 134737 members 
Entering Unmasked Estep 
Score: -15960201.000000 Penalty: 5884.640625
	Iteration 13Q: 3 clusters Score -1.59602e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -15962999.000000 Penalty: 5884.640625
	Iteration 14Q: 3 clusters Score -1.5963e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 139289 members 
Entering Unmasked Estep 
Score: -15964440.000000 Penalty: 5884.640625
	Iteration 15Q: 3 clusters Score -1.596444e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 140045 members 
Entering Unmasked Estep 
Score: -15965157.000000 Penalty: 5884.640625
	Iteration 16Q: 3 clusters Score -1.596516e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 140416 members 
Entering Unmasked Estep 
Score: -15965476.000000 Penalty: 5884.640625
	Iteration 17Q: 3 clusters Score -1.596548e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 140620 members 
Entering Unmasked Estep 
Score: -15965659.000000 Penalty: 5884.640625
	Iteration 18Q: 3 clusters Score -1.596566e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -15965739.000000 Penalty: 5884.640625
	Iteration 19Q: 3 clusters Score -1.596574e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 140823 members 
Entering Unmasked Estep 
Score: -15965816.000000 Penalty: 5884.640625
	Iteration 20F: 3 clusters Score -1.596582e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 140870 members 
Entering Unmasked Estep 
Score: -15965870.000000 Penalty: 5884.640625
	Iteration 21Q: 3 clusters Score -1.596587e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 140907 members 
Entering Unmasked Estep 
Score: -15965872.000000 Penalty: 5884.640625
	Iteration 22Q: 3 clusters Score -1.596587e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 140939 members 
Entering Unmasked Estep 
Score: -15965888.000000 Penalty: 5884.640625
	Iteration 23Q: 3 clusters Score -1.596589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 140961 members 
Entering Unmasked Estep 
Score: -15965925.000000 Penalty: 5884.640625
	Iteration 24Q: 3 clusters Score -1.596592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -15965918.000000 Penalty: 5884.640625
	Iteration 25Q: 3 clusters Score -1.596592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 140992 members 
Entering Unmasked Estep 
Score: -15965940.000000 Penalty: 5884.640625
	Iteration 26Q: 3 clusters Score -1.596594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 141014 members 
Entering Unmasked Estep 
Score: -15965943.000000 Penalty: 5884.640625
	Iteration 27Q: 3 clusters Score -1.596594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -15965956.000000 Penalty: 5884.640625
	Iteration 28Q: 3 clusters Score -1.596596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 141038 members 
Entering Unmasked Estep 
Score: -15965944.000000 Penalty: 5884.640625
	Iteration 29Q: 3 clusters Score -1.596594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -15965967.000000 Penalty: 5884.640625
	Iteration 30Q: 3 clusters Score -1.596597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 141060 members 
Entering Unmasked Estep 
Score: -15965960.000000 Penalty: 5884.640625
	Iteration 31Q: 3 clusters Score -1.596596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 141065 members 
Entering Unmasked Estep 
Score: -15965982.000000 Penalty: 5884.640625
	Iteration 32Q: 3 clusters Score -1.596598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -15965975.000000 Penalty: 5884.640625
	Iteration 33Q: 3 clusters Score -1.596598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -15965973.000000 Penalty: 5884.640625
	Iteration 34Q: 3 clusters Score -1.596597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -15965982.000000 Penalty: 5884.640625
	Iteration 35Q: 3 clusters Score -1.596598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 141084 members 
Entering Unmasked Estep 
Score: -15965981.000000 Penalty: 5884.640625
	Iteration 36Q: 3 clusters Score -1.596598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -15965983.000000 Penalty: 5884.640625
	Iteration 37Q: 3 clusters Score -1.596598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 141086 members 
Entering Unmasked Estep 
Score: -15965989.000000 Penalty: 5884.640625
	Iteration 38Q: 3 clusters Score -1.596599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 141089 members 
Entering Unmasked Estep 
Score: -15965991.000000 Penalty: 5884.640625
	Iteration 39Q: 3 clusters Score -1.596599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 141090 members 
Entering Unmasked Estep 
Score: -15965991.000000 Penalty: 5884.640625
	Iteration 40F: 3 clusters Score -1.596599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 141092 members 
Entering Unmasked Estep 
Score: -15965996.000000 Penalty: 5884.640625
	Iteration 41Q: 3 clusters Score -1.5966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 141096 members 
Entering Unmasked Estep 
Score: -15965986.000000 Penalty: 5884.640625
	Iteration 42Q: 3 clusters Score -1.596599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 141098 members 
Entering Unmasked Estep 
Score: -15965994.000000 Penalty: 5884.640625
	Iteration 43Q: 3 clusters Score -1.596599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
Score: -15965988.000000 Penalty: 5884.640625
	Iteration 44Q: 3 clusters Score -1.596599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
Score: -15965988.000000 Penalty: 5884.640625
	Iteration 45F: 3 clusters Score -1.596599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -304386.750000 Penalty: 2008.689453
	Iteration 0F: 2 clusters Score -304386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -300973.187500 Penalty: 4017.378906
	Iteration 0F: 3 clusters Score -300973.2 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -301875.125000 Penalty: 4017.378906
	Iteration 1F: 3 clusters Score -301875.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -302223.687500 Penalty: 4017.378906
	Iteration 2F: 3 clusters Score -302223.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -302545.656250 Penalty: 4017.378906
	Iteration 3F: 3 clusters Score -302545.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -302778.937500 Penalty: 4017.378906
	Iteration 4F: 3 clusters Score -302778.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -302947.000000 Penalty: 4017.378906
	Iteration 5Q: 3 clusters Score -302947 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -303069.406250 Penalty: 4017.378906
	Iteration 6Q: 3 clusters Score -303069.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -303160.750000 Penalty: 4017.378906
	Iteration 7Q: 3 clusters Score -303160.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -303216.718750 Penalty: 4017.378906
	Iteration 8Q: 3 clusters Score -303216.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -303266.593750 Penalty: 4017.378906
	Iteration 9Q: 3 clusters Score -303266.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -303312.781250 Penalty: 4017.378906
	Iteration 10Q: 3 clusters Score -303312.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -303357.531250 Penalty: 4017.378906
	Iteration 11Q: 3 clusters Score -303357.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -303396.281250 Penalty: 4017.378906
	Iteration 12Q: 3 clusters Score -303396.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -303432.062500 Penalty: 4017.378906
	Iteration 13Q: 3 clusters Score -303432.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -303459.687500 Penalty: 4017.378906
	Iteration 14Q: 3 clusters Score -303459.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -303480.312500 Penalty: 4017.378906
	Iteration 15Q: 3 clusters Score -303480.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -303499.968750 Penalty: 4017.378906
	Iteration 16Q: 3 clusters Score -303500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -303514.375000 Penalty: 4017.378906
	Iteration 17Q: 3 clusters Score -303514.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -303535.250000 Penalty: 4017.378906
	Iteration 18Q: 3 clusters Score -303535.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -303555.000000 Penalty: 4017.378906
	Iteration 19Q: 3 clusters Score -303555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -303566.625000 Penalty: 4017.378906
	Iteration 20F: 3 clusters Score -303566.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -303573.000000 Penalty: 4017.378906
	Iteration 21Q: 3 clusters Score -303573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -303574.218750 Penalty: 4017.378906
	Iteration 22Q: 3 clusters Score -303574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -303574.843750 Penalty: 4017.378906
	Iteration 23Q: 3 clusters Score -303574.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -303575.937500 Penalty: 4017.378906
	Iteration 24Q: 3 clusters Score -303575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -303576.500000 Penalty: 4017.378906
	Iteration 25Q: 3 clusters Score -303576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -303577.031250 Penalty: 4017.378906
	Iteration 26Q: 3 clusters Score -303577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -303577.625000 Penalty: 4017.378906
	Iteration 27Q: 3 clusters Score -303577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -303578.812500 Penalty: 4017.378906
	Iteration 28Q: 3 clusters Score -303578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -303579.156250 Penalty: 4017.378906
	Iteration 29Q: 3 clusters Score -303579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -303579.906250 Penalty: 4017.378906
	Iteration 30Q: 3 clusters Score -303579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -303579.906250 Penalty: 4017.378906
	Iteration 31F: 3 clusters Score -303579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -791175.937500 Penalty: 2211.758789
	Iteration 0F: 2 clusters Score -791175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -785075.187500 Penalty: 4423.517578
	Iteration 0F: 3 clusters Score -785075.2 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -786877.937500 Penalty: 4423.517578
	Iteration 1F: 3 clusters Score -786877.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -787274.312500 Penalty: 4423.517578
	Iteration 2F: 3 clusters Score -787274.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -787680.187500 Penalty: 4423.517578
	Iteration 3F: 3 clusters Score -787680.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -788151.687500 Penalty: 4423.517578
	Iteration 4F: 3 clusters Score -788151.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -788643.500000 Penalty: 4423.517578
	Iteration 5F: 3 clusters Score -788643.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -789072.562500 Penalty: 4423.517578
	Iteration 6F: 3 clusters Score -789072.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -789388.750000 Penalty: 4423.517578
	Iteration 7F: 3 clusters Score -789388.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -789677.750000 Penalty: 4423.517578
	Iteration 8Q: 3 clusters Score -789677.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -790008.500000 Penalty: 4423.517578
	Iteration 9Q: 3 clusters Score -790008.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -790378.625000 Penalty: 4423.517578
	Iteration 10Q: 3 clusters Score -790378.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -790659.500000 Penalty: 4423.517578
	Iteration 11Q: 3 clusters Score -790659.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -790842.937500 Penalty: 4423.517578
	Iteration 12Q: 3 clusters Score -790842.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -790941.500000 Penalty: 4423.517578
	Iteration 13Q: 3 clusters Score -790941.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -790996.000000 Penalty: 4423.517578
	Iteration 14Q: 3 clusters Score -790996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -791029.875000 Penalty: 4423.517578
	Iteration 15Q: 3 clusters Score -791029.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -791059.875000 Penalty: 4423.517578
	Iteration 16Q: 3 clusters Score -791059.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -791083.875000 Penalty: 4423.517578
	Iteration 17Q: 3 clusters Score -791083.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -791097.875000 Penalty: 4423.517578
	Iteration 18Q: 3 clusters Score -791097.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -791109.187500 Penalty: 4423.517578
	Iteration 19Q: 3 clusters Score -791109.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -791120.125000 Penalty: 4423.517578
	Iteration 20F: 3 clusters Score -791120.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -791131.187500 Penalty: 4423.517578
	Iteration 21Q: 3 clusters Score -791131.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -791143.250000 Penalty: 4423.517578
	Iteration 22Q: 3 clusters Score -791143.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -791152.062500 Penalty: 4423.517578
	Iteration 23Q: 3 clusters Score -791152.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -791160.875000 Penalty: 4423.517578
	Iteration 24Q: 3 clusters Score -791160.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -791164.000000 Penalty: 4423.517578
	Iteration 25Q: 3 clusters Score -791164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -791170.937500 Penalty: 4423.517578
	Iteration 26Q: 3 clusters Score -791170.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -791171.812500 Penalty: 4423.517578
	Iteration 27Q: 3 clusters Score -791171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -791174.937500 Penalty: 4423.517578
	Iteration 28Q: 3 clusters Score -791174.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -791178.937500 Penalty: 4423.517578
	Iteration 29Q: 3 clusters Score -791178.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -791182.875000 Penalty: 4423.517578
	Iteration 30Q: 3 clusters Score -791182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -791184.750000 Penalty: 4423.517578
	Iteration 31Q: 3 clusters Score -791184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -791186.062500 Penalty: 4423.517578
	Iteration 32Q: 3 clusters Score -791186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -791185.750000 Penalty: 4423.517578
	Iteration 33Q: 3 clusters Score -791185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -791185.750000 Penalty: 4423.517578
	Iteration 34Q: 3 clusters Score -791185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -791185.187500 Penalty: 4423.517578
	Iteration 35Q: 3 clusters Score -791185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -791185.187500 Penalty: 4423.517578
	Iteration 36F: 3 clusters Score -791185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 54936 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 2262 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 9982 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7081 members 
Mstep: Class 48 contains 59632 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Mstep: Class 57 contains 4434 members 
Entering Unmasked Estep 
Score: -139244416.000000 Penalty: 198913.843750
Splitting cluster 21 changes total score from -139245456.000000 to -139244416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (19070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Entering Unmasked Estep 
Score: -2195153.750000 Penalty: 2444.256348
	Iteration 0F: 2 clusters Score -2195154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2181608.250000 Penalty: 4888.512695
	Iteration 0F: 3 clusters Score -2181608 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2186080.250000 Penalty: 4888.512695
	Iteration 1F: 3 clusters Score -2186080 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2186509.000000 Penalty: 4888.512695
	Iteration 2F: 3 clusters Score -2186509 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2186920.750000 Penalty: 4888.512695
	Iteration 3F: 3 clusters Score -2186921 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2187357.250000 Penalty: 4888.512695
	Iteration 4Q: 3 clusters Score -2187357 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2187868.250000 Penalty: 4888.512695
	Iteration 5Q: 3 clusters Score -2187868 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2188604.250000 Penalty: 4888.512695
	Iteration 6F: 3 clusters Score -2188604 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2189654.000000 Penalty: 4888.512695
	Iteration 7F: 3 clusters Score -2189654 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2190860.500000 Penalty: 4888.512695
	Iteration 8F: 3 clusters Score -2190860 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2191939.000000 Penalty: 4888.512695
	Iteration 9F: 3 clusters Score -2191939 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2192899.500000 Penalty: 4888.512695
	Iteration 10F: 3 clusters Score -2192900 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2193663.250000 Penalty: 4888.512695
	Iteration 11Q: 3 clusters Score -2193663 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2194109.750000 Penalty: 4888.512695
	Iteration 12Q: 3 clusters Score -2194110 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2194374.000000 Penalty: 4888.512695
	Iteration 13Q: 3 clusters Score -2194374 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2194515.250000 Penalty: 4888.512695
	Iteration 14Q: 3 clusters Score -2194515 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2194616.250000 Penalty: 4888.512695
	Iteration 15Q: 3 clusters Score -2194616 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2194683.500000 Penalty: 4888.512695
	Iteration 16Q: 3 clusters Score -2194684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2194719.750000 Penalty: 4888.512695
	Iteration 17Q: 3 clusters Score -2194720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2194735.750000 Penalty: 4888.512695
	Iteration 18Q: 3 clusters Score -2194736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2194748.000000 Penalty: 4888.512695
	Iteration 19Q: 3 clusters Score -2194748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2194757.750000 Penalty: 4888.512695
	Iteration 20F: 3 clusters Score -2194758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2194761.750000 Penalty: 4888.512695
	Iteration 21Q: 3 clusters Score -2194762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2194765.250000 Penalty: 4888.512695
	Iteration 22Q: 3 clusters Score -2194765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2194768.750000 Penalty: 4888.512695
	Iteration 23Q: 3 clusters Score -2194769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2194769.750000 Penalty: 4888.512695
	Iteration 24Q: 3 clusters Score -2194770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2194773.750000 Penalty: 4888.512695
	Iteration 25Q: 3 clusters Score -2194774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2194770.500000 Penalty: 4888.512695
	Iteration 26Q: 3 clusters Score -2194770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2194770.500000 Penalty: 4888.512695
	Iteration 27F: 3 clusters Score -2194770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Entering Unmasked Estep 
Score: -1107772.375000 Penalty: 2319.643555
	Iteration 0F: 2 clusters Score -1107772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1099168.625000 Penalty: 4639.287109
	Iteration 0F: 3 clusters Score -1099169 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1102100.125000 Penalty: 4639.287109
	Iteration 1F: 3 clusters Score -1102100 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1102733.250000 Penalty: 4639.287109
	Iteration 2F: 3 clusters Score -1102733 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1103255.000000 Penalty: 4639.287109
	Iteration 3F: 3 clusters Score -1103255 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1103703.375000 Penalty: 4639.287109
	Iteration 4F: 3 clusters Score -1103703 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1104164.000000 Penalty: 4639.287109
	Iteration 5F: 3 clusters Score -1104164 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1104594.625000 Penalty: 4639.287109
	Iteration 6F: 3 clusters Score -1104595 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1104929.500000 Penalty: 4639.287109
	Iteration 7Q: 3 clusters Score -1104930 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1105161.375000 Penalty: 4639.287109
	Iteration 8Q: 3 clusters Score -1105161 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1105330.375000 Penalty: 4639.287109
	Iteration 9Q: 3 clusters Score -1105330 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1105437.125000 Penalty: 4639.287109
	Iteration 10Q: 3 clusters Score -1105437 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1105496.750000 Penalty: 4639.287109
	Iteration 11Q: 3 clusters Score -1105497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1105530.125000 Penalty: 4639.287109
	Iteration 12Q: 3 clusters Score -1105530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1105549.250000 Penalty: 4639.287109
	Iteration 13Q: 3 clusters Score -1105549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1105568.250000 Penalty: 4639.287109
	Iteration 14Q: 3 clusters Score -1105568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1105585.500000 Penalty: 4639.287109
	Iteration 15Q: 3 clusters Score -1105586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1105590.625000 Penalty: 4639.287109
	Iteration 16Q: 3 clusters Score -1105591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1105601.500000 Penalty: 4639.287109
	Iteration 17Q: 3 clusters Score -1105602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1105604.875000 Penalty: 4639.287109
	Iteration 18Q: 3 clusters Score -1105605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1105608.500000 Penalty: 4639.287109
	Iteration 19Q: 3 clusters Score -1105608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1105611.250000 Penalty: 4639.287109
	Iteration 20F: 3 clusters Score -1105611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1105613.250000 Penalty: 4639.287109
	Iteration 21Q: 3 clusters Score -1105613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1105621.375000 Penalty: 4639.287109
	Iteration 22Q: 3 clusters Score -1105621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1105618.500000 Penalty: 4639.287109
	Iteration 23Q: 3 clusters Score -1105618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1105625.875000 Penalty: 4639.287109
	Iteration 24Q: 3 clusters Score -1105626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1105630.500000 Penalty: 4639.287109
	Iteration 25Q: 3 clusters Score -1105630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1105632.250000 Penalty: 4639.287109
	Iteration 26Q: 3 clusters Score -1105632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1105634.250000 Penalty: 4639.287109
	Iteration 27Q: 3 clusters Score -1105634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1105639.250000 Penalty: 4639.287109
	Iteration 28Q: 3 clusters Score -1105639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1105639.875000 Penalty: 4639.287109
	Iteration 29Q: 3 clusters Score -1105640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1105641.625000 Penalty: 4639.287109
	Iteration 30Q: 3 clusters Score -1105642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1105646.375000 Penalty: 4639.287109
	Iteration 31Q: 3 clusters Score -1105646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1105649.625000 Penalty: 4639.287109
	Iteration 32Q: 3 clusters Score -1105650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1105650.125000 Penalty: 4639.287109
	Iteration 33Q: 3 clusters Score -1105650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1105657.250000 Penalty: 4639.287109
	Iteration 34Q: 3 clusters Score -1105657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1105654.875000 Penalty: 4639.287109
	Iteration 35Q: 3 clusters Score -1105655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1105656.125000 Penalty: 4639.287109
	Iteration 36Q: 3 clusters Score -1105656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1105659.125000 Penalty: 4639.287109
	Iteration 37Q: 3 clusters Score -1105659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1105659.000000 Penalty: 4639.287109
	Iteration 38Q: 3 clusters Score -1105659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1105659.000000 Penalty: 4639.287109
	Iteration 39Q: 3 clusters Score -1105659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1105658.625000 Penalty: 4639.287109
	Iteration 40F: 3 clusters Score -1105659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1105657.500000 Penalty: 4639.287109
	Iteration 41Q: 3 clusters Score -1105658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1105658.750000 Penalty: 4639.287109
	Iteration 42Q: 3 clusters Score -1105659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1105661.125000 Penalty: 4639.287109
	Iteration 43Q: 3 clusters Score -1105661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1105661.500000 Penalty: 4639.287109
	Iteration 44Q: 3 clusters Score -1105662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1105662.375000 Penalty: 4639.287109
	Iteration 45Q: 3 clusters Score -1105662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1105660.000000 Penalty: 4639.287109
	Iteration 46Q: 3 clusters Score -1105660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1105660.250000 Penalty: 4639.287109
	Iteration 47Q: 3 clusters Score -1105660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1105658.875000 Penalty: 4639.287109
	Iteration 48Q: 3 clusters Score -1105659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1105661.250000 Penalty: 4639.287109
	Iteration 49Q: 3 clusters Score -1105661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1105660.500000 Penalty: 4639.287109
	Iteration 50Q: 3 clusters Score -1105660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1105660.250000 Penalty: 4639.287109
	Iteration 51Q: 3 clusters Score -1105660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1105660.625000 Penalty: 4639.287109
	Iteration 52Q: 3 clusters Score -1105661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1105662.125000 Penalty: 4639.287109
	Iteration 53Q: 3 clusters Score -1105662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1105660.750000 Penalty: 4639.287109
	Iteration 54Q: 3 clusters Score -1105661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1105663.250000 Penalty: 4639.287109
	Iteration 55Q: 3 clusters Score -1105663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1105664.625000 Penalty: 4639.287109
	Iteration 56Q: 3 clusters Score -1105665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1105664.000000 Penalty: 4639.287109
	Iteration 57Q: 3 clusters Score -1105664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1105665.125000 Penalty: 4639.287109
	Iteration 58Q: 3 clusters Score -1105665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1105667.375000 Penalty: 4639.287109
	Iteration 59Q: 3 clusters Score -1105667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1105666.375000 Penalty: 4639.287109
	Iteration 60F: 3 clusters Score -1105666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1105667.625000 Penalty: 4639.287109
	Iteration 61Q: 3 clusters Score -1105668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1105665.750000 Penalty: 4639.287109
	Iteration 62Q: 3 clusters Score -1105666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1105668.250000 Penalty: 4639.287109
	Iteration 63Q: 3 clusters Score -1105668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1105667.500000 Penalty: 4639.287109
	Iteration 64Q: 3 clusters Score -1105668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1105668.625000 Penalty: 4639.287109
	Iteration 65Q: 3 clusters Score -1105669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1105667.875000 Penalty: 4639.287109
	Iteration 66Q: 3 clusters Score -1105668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1105668.500000 Penalty: 4639.287109
	Iteration 67Q: 3 clusters Score -1105668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1105667.125000 Penalty: 4639.287109
	Iteration 68Q: 3 clusters Score -1105667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1105669.125000 Penalty: 4639.287109
	Iteration 69Q: 3 clusters Score -1105669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1105670.500000 Penalty: 4639.287109
	Iteration 70Q: 3 clusters Score -1105670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1105670.500000 Penalty: 4639.287109
	Iteration 71F: 3 clusters Score -1105670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1124072.500000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1124072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1115687.125000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1115687 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1118353.375000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1118353 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1118882.250000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1118882 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1119409.000000 Penalty: 4619.957520
	Iteration 3F: 3 clusters Score -1119409 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1119911.625000 Penalty: 4619.957520
	Iteration 4F: 3 clusters Score -1119912 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1120326.250000 Penalty: 4619.957520
	Iteration 5F: 3 clusters Score -1120326 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1120630.125000 Penalty: 4619.957520
	Iteration 6Q: 3 clusters Score -1120630 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1120864.250000 Penalty: 4619.957520
	Iteration 7Q: 3 clusters Score -1120864 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1121041.125000 Penalty: 4619.957520
	Iteration 8Q: 3 clusters Score -1121041 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1121163.375000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1121163 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1121255.625000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1121256 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1121316.500000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1121316 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1121363.000000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1121363 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1121394.875000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1121395 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1121419.000000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1121419 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1121438.250000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1121438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1121455.375000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1121455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1121468.625000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1121469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1121488.125000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1121488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1121499.000000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1121499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1121504.375000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1121504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1121506.875000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1121507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1121514.750000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1121515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1121519.625000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1121520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1121525.375000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1121525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1121535.750000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1121536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1121551.250000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1121551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1121565.500000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1121566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1121576.250000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1121576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1121586.375000 Penalty: 4619.957520
	Iteration 29Q: 3 clusters Score -1121586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1121599.500000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1121600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1121607.375000 Penalty: 4619.957520
	Iteration 31Q: 3 clusters Score -1121607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1121619.000000 Penalty: 4619.957520
	Iteration 32Q: 3 clusters Score -1121619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1121634.125000 Penalty: 4619.957520
	Iteration 33Q: 3 clusters Score -1121634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1121645.000000 Penalty: 4619.957520
	Iteration 34Q: 3 clusters Score -1121645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1121661.625000 Penalty: 4619.957520
	Iteration 35Q: 3 clusters Score -1121662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1121695.750000 Penalty: 4619.957520
	Iteration 36Q: 3 clusters Score -1121696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1121717.375000 Penalty: 4619.957520
	Iteration 37Q: 3 clusters Score -1121717 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1121741.625000 Penalty: 4619.957520
	Iteration 38Q: 3 clusters Score -1121742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1121755.250000 Penalty: 4619.957520
	Iteration 39Q: 3 clusters Score -1121755 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1121776.125000 Penalty: 4619.957520
	Iteration 40F: 3 clusters Score -1121776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1121793.000000 Penalty: 4619.957520
	Iteration 41Q: 3 clusters Score -1121793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1121806.125000 Penalty: 4619.957520
	Iteration 42Q: 3 clusters Score -1121806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1121827.875000 Penalty: 4619.957520
	Iteration 43Q: 3 clusters Score -1121828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1121841.625000 Penalty: 4619.957520
	Iteration 44Q: 3 clusters Score -1121842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1121854.250000 Penalty: 4619.957520
	Iteration 45Q: 3 clusters Score -1121854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1121873.750000 Penalty: 4619.957520
	Iteration 46Q: 3 clusters Score -1121874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1121889.375000 Penalty: 4619.957520
	Iteration 47Q: 3 clusters Score -1121889 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1121908.500000 Penalty: 4619.957520
	Iteration 48Q: 3 clusters Score -1121908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1121930.250000 Penalty: 4619.957520
	Iteration 49Q: 3 clusters Score -1121930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1121956.875000 Penalty: 4619.957520
	Iteration 50Q: 3 clusters Score -1121957 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1121976.125000 Penalty: 4619.957520
	Iteration 51Q: 3 clusters Score -1121976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1121997.750000 Penalty: 4619.957520
	Iteration 52Q: 3 clusters Score -1121998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1122014.625000 Penalty: 4619.957520
	Iteration 53Q: 3 clusters Score -1122015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1122032.625000 Penalty: 4619.957520
	Iteration 54Q: 3 clusters Score -1122033 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1122049.625000 Penalty: 4619.957520
	Iteration 55Q: 3 clusters Score -1122050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1122073.250000 Penalty: 4619.957520
	Iteration 56Q: 3 clusters Score -1122073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1122084.500000 Penalty: 4619.957520
	Iteration 57Q: 3 clusters Score -1122084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1122107.125000 Penalty: 4619.957520
	Iteration 58Q: 3 clusters Score -1122107 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1122128.250000 Penalty: 4619.957520
	Iteration 59Q: 3 clusters Score -1122128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1122153.250000 Penalty: 4619.957520
	Iteration 60F: 3 clusters Score -1122153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1122175.375000 Penalty: 4619.957520
	Iteration 61Q: 3 clusters Score -1122175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1122192.875000 Penalty: 4619.957520
	Iteration 62Q: 3 clusters Score -1122193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1122207.750000 Penalty: 4619.957520
	Iteration 63Q: 3 clusters Score -1122208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1122228.250000 Penalty: 4619.957520
	Iteration 64Q: 3 clusters Score -1122228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1122248.750000 Penalty: 4619.957520
	Iteration 65Q: 3 clusters Score -1122249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1122259.125000 Penalty: 4619.957520
	Iteration 66Q: 3 clusters Score -1122259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1122272.500000 Penalty: 4619.957520
	Iteration 67Q: 3 clusters Score -1122272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1122275.875000 Penalty: 4619.957520
	Iteration 68Q: 3 clusters Score -1122276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1122289.875000 Penalty: 4619.957520
	Iteration 69Q: 3 clusters Score -1122290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1122298.750000 Penalty: 4619.957520
	Iteration 70Q: 3 clusters Score -1122299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1122310.125000 Penalty: 4619.957520
	Iteration 71Q: 3 clusters Score -1122310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1122314.750000 Penalty: 4619.957520
	Iteration 72Q: 3 clusters Score -1122315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1122323.625000 Penalty: 4619.957520
	Iteration 73Q: 3 clusters Score -1122324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1122329.875000 Penalty: 4619.957520
	Iteration 74Q: 3 clusters Score -1122330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1122343.000000 Penalty: 4619.957520
	Iteration 75Q: 3 clusters Score -1122343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1122348.750000 Penalty: 4619.957520
	Iteration 76Q: 3 clusters Score -1122349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1122356.375000 Penalty: 4619.957520
	Iteration 77Q: 3 clusters Score -1122356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1122359.125000 Penalty: 4619.957520
	Iteration 78Q: 3 clusters Score -1122359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1122365.625000 Penalty: 4619.957520
	Iteration 79Q: 3 clusters Score -1122366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1122372.000000 Penalty: 4619.957520
	Iteration 80F: 3 clusters Score -1122372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1122377.250000 Penalty: 4619.957520
	Iteration 81Q: 3 clusters Score -1122377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1122383.875000 Penalty: 4619.957520
	Iteration 82Q: 3 clusters Score -1122384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1122390.625000 Penalty: 4619.957520
	Iteration 83Q: 3 clusters Score -1122391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1122394.250000 Penalty: 4619.957520
	Iteration 84Q: 3 clusters Score -1122394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1122395.000000 Penalty: 4619.957520
	Iteration 85Q: 3 clusters Score -1122395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1122404.250000 Penalty: 4619.957520
	Iteration 86Q: 3 clusters Score -1122404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1122410.125000 Penalty: 4619.957520
	Iteration 87Q: 3 clusters Score -1122410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1122414.125000 Penalty: 4619.957520
	Iteration 88Q: 3 clusters Score -1122414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1122418.000000 Penalty: 4619.957520
	Iteration 89Q: 3 clusters Score -1122418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1122418.375000 Penalty: 4619.957520
	Iteration 90Q: 3 clusters Score -1122418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1122421.375000 Penalty: 4619.957520
	Iteration 91Q: 3 clusters Score -1122421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1122423.000000 Penalty: 4619.957520
	Iteration 92Q: 3 clusters Score -1122423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1122425.750000 Penalty: 4619.957520
	Iteration 93Q: 3 clusters Score -1122426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1122427.125000 Penalty: 4619.957520
	Iteration 94Q: 3 clusters Score -1122427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1122431.125000 Penalty: 4619.957520
	Iteration 95Q: 3 clusters Score -1122431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1122430.875000 Penalty: 4619.957520
	Iteration 96Q: 3 clusters Score -1122431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1122435.625000 Penalty: 4619.957520
	Iteration 97Q: 3 clusters Score -1122436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1122431.250000 Penalty: 4619.957520
	Iteration 98Q: 3 clusters Score -1122431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1122430.375000 Penalty: 4619.957520
	Iteration 99Q: 3 clusters Score -1122430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1122432.125000 Penalty: 4619.957520
	Iteration 100F: 3 clusters Score -1122432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1122435.125000 Penalty: 4619.957520
	Iteration 101Q: 3 clusters Score -1122435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1122436.625000 Penalty: 4619.957520
	Iteration 102Q: 3 clusters Score -1122437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1122436.375000 Penalty: 4619.957520
	Iteration 103Q: 3 clusters Score -1122436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1122437.000000 Penalty: 4619.957520
	Iteration 104Q: 3 clusters Score -1122437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1122435.750000 Penalty: 4619.957520
	Iteration 105Q: 3 clusters Score -1122436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1122435.625000 Penalty: 4619.957520
	Iteration 106Q: 3 clusters Score -1122436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1122437.000000 Penalty: 4619.957520
	Iteration 107Q: 3 clusters Score -1122437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1122437.875000 Penalty: 4619.957520
	Iteration 108Q: 3 clusters Score -1122438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1122437.875000 Penalty: 4619.957520
	Iteration 109Q: 3 clusters Score -1122438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1122437.875000 Penalty: 4619.957520
	Iteration 110F: 3 clusters Score -1122438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Entering Unmasked Estep 
Score: -1992226.125000 Penalty: 2440.534912
	Iteration 0F: 2 clusters Score -1992226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1979062.500000 Penalty: 4881.069824
	Iteration 0F: 3 clusters Score -1979062 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1983374.250000 Penalty: 4881.069824
	Iteration 1F: 3 clusters Score -1983374 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1983858.625000 Penalty: 4881.069824
	Iteration 2F: 3 clusters Score -1983859 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1984294.875000 Penalty: 4881.069824
	Iteration 3F: 3 clusters Score -1984295 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1984756.375000 Penalty: 4881.069824
	Iteration 4Q: 3 clusters Score -1984756 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1985372.125000 Penalty: 4881.069824
	Iteration 5F: 3 clusters Score -1985372 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1986106.750000 Penalty: 4881.069824
	Iteration 6F: 3 clusters Score -1986107 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1986889.625000 Penalty: 4881.069824
	Iteration 7F: 3 clusters Score -1986890 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1987695.500000 Penalty: 4881.069824
	Iteration 8F: 3 clusters Score -1987696 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1988496.750000 Penalty: 4881.069824
	Iteration 9F: 3 clusters Score -1988497 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1989195.750000 Penalty: 4881.069824
	Iteration 10F: 3 clusters Score -1989196 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1989768.125000 Penalty: 4881.069824
	Iteration 11Q: 3 clusters Score -1989768 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1990343.375000 Penalty: 4881.069824
	Iteration 12Q: 3 clusters Score -1990343 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1990911.000000 Penalty: 4881.069824
	Iteration 13Q: 3 clusters Score -1990911 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1991359.750000 Penalty: 4881.069824
	Iteration 14Q: 3 clusters Score -1991360 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1991689.250000 Penalty: 4881.069824
	Iteration 15Q: 3 clusters Score -1991689 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1991883.375000 Penalty: 4881.069824
	Iteration 16Q: 3 clusters Score -1991883 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1991994.500000 Penalty: 4881.069824
	Iteration 17Q: 3 clusters Score -1991994 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1992057.000000 Penalty: 4881.069824
	Iteration 18Q: 3 clusters Score -1992057 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1992094.125000 Penalty: 4881.069824
	Iteration 19Q: 3 clusters Score -1992094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1992119.250000 Penalty: 4881.069824
	Iteration 20F: 3 clusters Score -1992119 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1992151.125000 Penalty: 4881.069824
	Iteration 21Q: 3 clusters Score -1992151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1992156.250000 Penalty: 4881.069824
	Iteration 22Q: 3 clusters Score -1992156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1992168.375000 Penalty: 4881.069824
	Iteration 23Q: 3 clusters Score -1992168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1992178.500000 Penalty: 4881.069824
	Iteration 24Q: 3 clusters Score -1992178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1992194.625000 Penalty: 4881.069824
	Iteration 25Q: 3 clusters Score -1992195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1992203.375000 Penalty: 4881.069824
	Iteration 26Q: 3 clusters Score -1992203 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1992223.125000 Penalty: 4881.069824
	Iteration 27Q: 3 clusters Score -1992223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1992234.000000 Penalty: 4881.069824
	Iteration 28Q: 3 clusters Score -1992234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1992235.125000 Penalty: 4881.069824
	Iteration 29Q: 3 clusters Score -1992235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1992249.875000 Penalty: 4881.069824
	Iteration 30Q: 3 clusters Score -1992250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1992254.000000 Penalty: 4881.069824
	Iteration 31Q: 3 clusters Score -1992254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1992266.625000 Penalty: 4881.069824
	Iteration 32Q: 3 clusters Score -1992267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1992270.625000 Penalty: 4881.069824
	Iteration 33Q: 3 clusters Score -1992271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1992269.500000 Penalty: 4881.069824
	Iteration 34Q: 3 clusters Score -1992270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1992278.875000 Penalty: 4881.069824
	Iteration 35Q: 3 clusters Score -1992279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1992284.750000 Penalty: 4881.069824
	Iteration 36Q: 3 clusters Score -1992285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1992295.625000 Penalty: 4881.069824
	Iteration 37Q: 3 clusters Score -1992296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1992304.875000 Penalty: 4881.069824
	Iteration 38Q: 3 clusters Score -1992305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1992309.000000 Penalty: 4881.069824
	Iteration 39Q: 3 clusters Score -1992309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1992308.625000 Penalty: 4881.069824
	Iteration 40F: 3 clusters Score -1992309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1992314.500000 Penalty: 4881.069824
	Iteration 41Q: 3 clusters Score -1992314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1992314.750000 Penalty: 4881.069824
	Iteration 42Q: 3 clusters Score -1992315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1992321.875000 Penalty: 4881.069824
	Iteration 43Q: 3 clusters Score -1992322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1992326.500000 Penalty: 4881.069824
	Iteration 44Q: 3 clusters Score -1992326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1992327.500000 Penalty: 4881.069824
	Iteration 45Q: 3 clusters Score -1992328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1992327.375000 Penalty: 4881.069824
	Iteration 46Q: 3 clusters Score -1992327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1992333.750000 Penalty: 4881.069824
	Iteration 47Q: 3 clusters Score -1992334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1992333.625000 Penalty: 4881.069824
	Iteration 48Q: 3 clusters Score -1992334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1992333.375000 Penalty: 4881.069824
	Iteration 49Q: 3 clusters Score -1992333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1992333.875000 Penalty: 4881.069824
	Iteration 50Q: 3 clusters Score -1992334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1992337.750000 Penalty: 4881.069824
	Iteration 51Q: 3 clusters Score -1992338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1992338.750000 Penalty: 4881.069824
	Iteration 52Q: 3 clusters Score -1992339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1992340.500000 Penalty: 4881.069824
	Iteration 53Q: 3 clusters Score -1992340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1992344.000000 Penalty: 4881.069824
	Iteration 54Q: 3 clusters Score -1992344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1992343.500000 Penalty: 4881.069824
	Iteration 55Q: 3 clusters Score -1992344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1992344.250000 Penalty: 4881.069824
	Iteration 56Q: 3 clusters Score -1992344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1992344.125000 Penalty: 4881.069824
	Iteration 57Q: 3 clusters Score -1992344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1992345.125000 Penalty: 4881.069824
	Iteration 58Q: 3 clusters Score -1992345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1992343.500000 Penalty: 4881.069824
	Iteration 59Q: 3 clusters Score -1992344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1992349.375000 Penalty: 4881.069824
	Iteration 60F: 3 clusters Score -1992349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1992350.750000 Penalty: 4881.069824
	Iteration 61Q: 3 clusters Score -1992351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1992350.250000 Penalty: 4881.069824
	Iteration 62Q: 3 clusters Score -1992350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1992350.250000 Penalty: 4881.069824
	Iteration 63F: 3 clusters Score -1992350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 4419 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 54936 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 2262 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 9982 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7081 members 
Mstep: Class 48 contains 59632 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Mstep: Class 57 contains 14367 members 
Entering Unmasked Estep 
Score: -139244816.000000 Penalty: 198913.843750
Splitting cluster 25 changes total score from -139245456.000000 to -139244816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -82026.492188 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -82026.49 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82373.328125 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82373.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82537.085938 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82537.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82613.531250 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -82613.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -82771.062500 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -82771.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82966.312500 Penalty: 3352.590576
	Iteration 5F: 3 clusters Score -82966.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83137.210938 Penalty: 3352.590576
	Iteration 6F: 3 clusters Score -83137.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83289.203125 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -83289.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83365.968750 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83365.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -83449.632812 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83449.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83547.601562 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83547.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -83611.179688 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83611.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -83639.945312 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -83639.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -83655.710938 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -83655.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -83676.773438 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -83676.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -83681.906250 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -83681.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -83690.078125 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -83690.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -83690.195312 Penalty: 3352.590576
	Iteration 17F: 3 clusters Score -83690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -83716.320312 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -83716.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -83716.320312 Penalty: 3352.590576
	Iteration 19F: 3 clusters Score -83716.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (54936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Entering Unmasked Estep 
Score: -6197046.500000 Penalty: 2706.653320
	Iteration 0F: 2 clusters Score -6197046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -6160036.500000 Penalty: 5413.306641
	Iteration 0F: 3 clusters Score -6160036 nChanged 25470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -6175164.500000 Penalty: 5413.306641
	Iteration 1F: 3 clusters Score -6175164 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -6177480.000000 Penalty: 5413.306641
	Iteration 2F: 3 clusters Score -6177480 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -6181435.500000 Penalty: 5413.306641
	Iteration 3F: 3 clusters Score -6181436 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -6186876.000000 Penalty: 5413.306641
	Iteration 4F: 3 clusters Score -6186876 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -6192944.000000 Penalty: 5413.306641
	Iteration 5F: 3 clusters Score -6192944 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -6197963.500000 Penalty: 5413.306641
	Iteration 6F: 3 clusters Score -6197964 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -6200689.000000 Penalty: 5413.306641
	Iteration 7F: 3 clusters Score -6200689 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -6201704.000000 Penalty: 5413.306641
	Iteration 8Q: 3 clusters Score -6201704 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -6202195.000000 Penalty: 5413.306641
	Iteration 9Q: 3 clusters Score -6202195 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -6202467.500000 Penalty: 5413.306641
	Iteration 10Q: 3 clusters Score -6202468 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -6202657.500000 Penalty: 5413.306641
	Iteration 11Q: 3 clusters Score -6202658 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -6202922.000000 Penalty: 5413.306641
	Iteration 12Q: 3 clusters Score -6202922 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -6203158.500000 Penalty: 5413.306641
	Iteration 13Q: 3 clusters Score -6203158 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -6203479.000000 Penalty: 5413.306641
	Iteration 14Q: 3 clusters Score -6203479 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -6203842.000000 Penalty: 5413.306641
	Iteration 15Q: 3 clusters Score -6203842 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -6204387.500000 Penalty: 5413.306641
	Iteration 16Q: 3 clusters Score -6204388 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -6204932.000000 Penalty: 5413.306641
	Iteration 17Q: 3 clusters Score -6204932 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6205557.500000 Penalty: 5413.306641
	Iteration 18Q: 3 clusters Score -6205558 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -6206109.000000 Penalty: 5413.306641
	Iteration 19Q: 3 clusters Score -6206109 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6206525.000000 Penalty: 5413.306641
	Iteration 20F: 3 clusters Score -6206525 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -6206793.000000 Penalty: 5413.306641
	Iteration 21Q: 3 clusters Score -6206793 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -6206992.500000 Penalty: 5413.306641
	Iteration 22Q: 3 clusters Score -6206992 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -6207165.000000 Penalty: 5413.306641
	Iteration 23Q: 3 clusters Score -6207165 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -6207264.000000 Penalty: 5413.306641
	Iteration 24Q: 3 clusters Score -6207264 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -6207348.000000 Penalty: 5413.306641
	Iteration 25Q: 3 clusters Score -6207348 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -6207432.500000 Penalty: 5413.306641
	Iteration 26Q: 3 clusters Score -6207432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -6207535.500000 Penalty: 5413.306641
	Iteration 27Q: 3 clusters Score -6207536 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -6207617.500000 Penalty: 5413.306641
	Iteration 28Q: 3 clusters Score -6207618 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -6207699.500000 Penalty: 5413.306641
	Iteration 29Q: 3 clusters Score -6207700 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -6207720.500000 Penalty: 5413.306641
	Iteration 30Q: 3 clusters Score -6207720 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -6207754.000000 Penalty: 5413.306641
	Iteration 31Q: 3 clusters Score -6207754 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -6207773.500000 Penalty: 5413.306641
	Iteration 32Q: 3 clusters Score -6207774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -6207792.000000 Penalty: 5413.306641
	Iteration 33Q: 3 clusters Score -6207792 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -6207794.000000 Penalty: 5413.306641
	Iteration 34Q: 3 clusters Score -6207794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -6207818.500000 Penalty: 5413.306641
	Iteration 35Q: 3 clusters Score -6207818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -6207814.500000 Penalty: 5413.306641
	Iteration 36Q: 3 clusters Score -6207814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -6207814.500000 Penalty: 5413.306641
	Iteration 37Q: 3 clusters Score -6207814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -6207805.500000 Penalty: 5413.306641
	Iteration 38Q: 3 clusters Score -6207806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -6207810.000000 Penalty: 5413.306641
	Iteration 39Q: 3 clusters Score -6207810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -6207809.500000 Penalty: 5413.306641
	Iteration 40F: 3 clusters Score -6207810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -6207808.000000 Penalty: 5413.306641
	Iteration 41Q: 3 clusters Score -6207808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -6207809.500000 Penalty: 5413.306641
	Iteration 42Q: 3 clusters Score -6207810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -6207803.000000 Penalty: 5413.306641
	Iteration 43Q: 3 clusters Score -6207803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -6207801.000000 Penalty: 5413.306641
	Iteration 44Q: 3 clusters Score -6207801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -6207802.500000 Penalty: 5413.306641
	Iteration 45Q: 3 clusters Score -6207802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -6207803.500000 Penalty: 5413.306641
	Iteration 46Q: 3 clusters Score -6207804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -6207799.000000 Penalty: 5413.306641
	Iteration 47Q: 3 clusters Score -6207799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -6207788.500000 Penalty: 5413.306641
	Iteration 48Q: 3 clusters Score -6207788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -6207796.000000 Penalty: 5413.306641
	Iteration 49Q: 3 clusters Score -6207796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -6207783.500000 Penalty: 5413.306641
	Iteration 50Q: 3 clusters Score -6207784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -6207783.500000 Penalty: 5413.306641
	Iteration 51Q: 3 clusters Score -6207784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -6207783.000000 Penalty: 5413.306641
	Iteration 52Q: 3 clusters Score -6207783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -6207781.000000 Penalty: 5413.306641
	Iteration 53Q: 3 clusters Score -6207781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -6207781.000000 Penalty: 5413.306641
	Iteration 54F: 3 clusters Score -6207781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 17891 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 2262 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 9982 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7081 members 
Mstep: Class 48 contains 59632 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Mstep: Class 57 contains 37045 members 
Entering Unmasked Estep 
Score: -139253792.000000 Penalty: 198913.843750
Splitting cluster 27 changes total score from -139245456.000000 to -139253792.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 28 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -108713.304688 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -108713.3 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 526 members 
Entering Unmasked Estep 
Score: -106756.531250 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -106756.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107123.234375 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -107123.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107236.218750 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -107236.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -107292.296875 Penalty: 3452.332520
	Iteration 3Q: 3 clusters Score -107292.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -107337.257812 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -107337.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -107365.804688 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -107365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -107388.171875 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -107388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -107407.140625 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -107407.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107432.132812 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -107432.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -107459.015625 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -107459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -107490.976562 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -107491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107521.023438 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -107521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -107555.031250 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -107555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107591.937500 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -107591.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107640.234375 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -107640.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107680.390625 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -107680.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107704.484375 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -107704.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107714.523438 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -107714.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -107732.531250 Penalty: 3452.332520
	Iteration 18Q: 3 clusters Score -107732.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107744.562500 Penalty: 3452.332520
	Iteration 19Q: 3 clusters Score -107744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107750.968750 Penalty: 3452.332520
	Iteration 20F: 3 clusters Score -107751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107751.859375 Penalty: 3452.332520
	Iteration 21Q: 3 clusters Score -107751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107752.414062 Penalty: 3452.332520
	Iteration 22Q: 3 clusters Score -107752.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107752.414062 Penalty: 3452.332520
	Iteration 23F: 3 clusters Score -107752.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Entering Unmasked Estep 
Score: -3160918.500000 Penalty: 2537.571533
	Iteration 0F: 2 clusters Score -3160918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3141811.000000 Penalty: 5075.143066
	Iteration 0F: 3 clusters Score -3141811 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3148668.500000 Penalty: 5075.143066
	Iteration 1F: 3 clusters Score -3148668 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3149319.250000 Penalty: 5075.143066
	Iteration 2F: 3 clusters Score -3149319 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3150094.000000 Penalty: 5075.143066
	Iteration 3F: 3 clusters Score -3150094 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3151243.750000 Penalty: 5075.143066
	Iteration 4F: 3 clusters Score -3151244 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3152676.000000 Penalty: 5075.143066
	Iteration 5F: 3 clusters Score -3152676 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3154156.500000 Penalty: 5075.143066
	Iteration 6F: 3 clusters Score -3154156 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3155435.750000 Penalty: 5075.143066
	Iteration 7F: 3 clusters Score -3155436 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3156284.500000 Penalty: 5075.143066
	Iteration 8F: 3 clusters Score -3156284 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3156675.500000 Penalty: 5075.143066
	Iteration 9Q: 3 clusters Score -3156676 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3156892.000000 Penalty: 5075.143066
	Iteration 10Q: 3 clusters Score -3156892 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3157007.500000 Penalty: 5075.143066
	Iteration 11Q: 3 clusters Score -3157008 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3157100.250000 Penalty: 5075.143066
	Iteration 12Q: 3 clusters Score -3157100 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3157166.250000 Penalty: 5075.143066
	Iteration 13Q: 3 clusters Score -3157166 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3157232.000000 Penalty: 5075.143066
	Iteration 14Q: 3 clusters Score -3157232 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3157323.250000 Penalty: 5075.143066
	Iteration 15Q: 3 clusters Score -3157323 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3157388.500000 Penalty: 5075.143066
	Iteration 16Q: 3 clusters Score -3157388 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3157452.750000 Penalty: 5075.143066
	Iteration 17Q: 3 clusters Score -3157453 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3157533.750000 Penalty: 5075.143066
	Iteration 18Q: 3 clusters Score -3157534 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3157640.750000 Penalty: 5075.143066
	Iteration 19Q: 3 clusters Score -3157641 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3157714.500000 Penalty: 5075.143066
	Iteration 20F: 3 clusters Score -3157714 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3157826.250000 Penalty: 5075.143066
	Iteration 21Q: 3 clusters Score -3157826 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3157921.750000 Penalty: 5075.143066
	Iteration 22Q: 3 clusters Score -3157922 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3158020.250000 Penalty: 5075.143066
	Iteration 23Q: 3 clusters Score -3158020 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3158138.000000 Penalty: 5075.143066
	Iteration 24Q: 3 clusters Score -3158138 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3158244.500000 Penalty: 5075.143066
	Iteration 25Q: 3 clusters Score -3158244 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3158374.750000 Penalty: 5075.143066
	Iteration 26Q: 3 clusters Score -3158375 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3158509.000000 Penalty: 5075.143066
	Iteration 27Q: 3 clusters Score -3158509 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3158637.750000 Penalty: 5075.143066
	Iteration 28Q: 3 clusters Score -3158638 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3158786.250000 Penalty: 5075.143066
	Iteration 29Q: 3 clusters Score -3158786 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3158925.000000 Penalty: 5075.143066
	Iteration 30Q: 3 clusters Score -3158925 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3159093.250000 Penalty: 5075.143066
	Iteration 31Q: 3 clusters Score -3159093 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3159249.750000 Penalty: 5075.143066
	Iteration 32Q: 3 clusters Score -3159250 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3159390.750000 Penalty: 5075.143066
	Iteration 33Q: 3 clusters Score -3159391 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3159508.500000 Penalty: 5075.143066
	Iteration 34Q: 3 clusters Score -3159508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3159589.750000 Penalty: 5075.143066
	Iteration 35Q: 3 clusters Score -3159590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3159647.750000 Penalty: 5075.143066
	Iteration 36Q: 3 clusters Score -3159648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3159683.750000 Penalty: 5075.143066
	Iteration 37Q: 3 clusters Score -3159684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3159731.500000 Penalty: 5075.143066
	Iteration 38Q: 3 clusters Score -3159732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3159775.500000 Penalty: 5075.143066
	Iteration 39Q: 3 clusters Score -3159776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3159810.000000 Penalty: 5075.143066
	Iteration 40F: 3 clusters Score -3159810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3159830.500000 Penalty: 5075.143066
	Iteration 41Q: 3 clusters Score -3159830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3159855.250000 Penalty: 5075.143066
	Iteration 42Q: 3 clusters Score -3159855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3159889.000000 Penalty: 5075.143066
	Iteration 43Q: 3 clusters Score -3159889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3159904.500000 Penalty: 5075.143066
	Iteration 44Q: 3 clusters Score -3159904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3159915.000000 Penalty: 5075.143066
	Iteration 45Q: 3 clusters Score -3159915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3159912.750000 Penalty: 5075.143066
	Iteration 46Q: 3 clusters Score -3159913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3159914.750000 Penalty: 5075.143066
	Iteration 47Q: 3 clusters Score -3159915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3159919.500000 Penalty: 5075.143066
	Iteration 48Q: 3 clusters Score -3159920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3159918.500000 Penalty: 5075.143066
	Iteration 49Q: 3 clusters Score -3159918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3159918.000000 Penalty: 5075.143066
	Iteration 50Q: 3 clusters Score -3159918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3159918.250000 Penalty: 5075.143066
	Iteration 51Q: 3 clusters Score -3159918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3159919.500000 Penalty: 5075.143066
	Iteration 52Q: 3 clusters Score -3159920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3159921.750000 Penalty: 5075.143066
	Iteration 53Q: 3 clusters Score -3159922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3159925.000000 Penalty: 5075.143066
	Iteration 54Q: 3 clusters Score -3159925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3159925.000000 Penalty: 5075.143066
	Iteration 55F: 3 clusters Score -3159925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Entering Unmasked Estep 
Score: -1252386.500000 Penalty: 2316.093262
	Iteration 0F: 2 clusters Score -1252386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1243890.375000 Penalty: 4632.186523
	Iteration 0F: 3 clusters Score -1243890 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1246388.500000 Penalty: 4632.186523
	Iteration 1F: 3 clusters Score -1246388 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1246800.375000 Penalty: 4632.186523
	Iteration 2F: 3 clusters Score -1246800 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1247147.750000 Penalty: 4632.186523
	Iteration 3F: 3 clusters Score -1247148 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1247451.625000 Penalty: 4632.186523
	Iteration 4Q: 3 clusters Score -1247452 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1247682.375000 Penalty: 4632.186523
	Iteration 5Q: 3 clusters Score -1247682 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1247862.000000 Penalty: 4632.186523
	Iteration 6Q: 3 clusters Score -1247862 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1248021.250000 Penalty: 4632.186523
	Iteration 7Q: 3 clusters Score -1248021 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1248150.250000 Penalty: 4632.186523
	Iteration 8Q: 3 clusters Score -1248150 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1248266.750000 Penalty: 4632.186523
	Iteration 9Q: 3 clusters Score -1248267 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1248375.125000 Penalty: 4632.186523
	Iteration 10Q: 3 clusters Score -1248375 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1248504.875000 Penalty: 4632.186523
	Iteration 11Q: 3 clusters Score -1248505 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1248642.250000 Penalty: 4632.186523
	Iteration 12Q: 3 clusters Score -1248642 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1248785.000000 Penalty: 4632.186523
	Iteration 13Q: 3 clusters Score -1248785 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1248925.250000 Penalty: 4632.186523
	Iteration 14Q: 3 clusters Score -1248925 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1249032.125000 Penalty: 4632.186523
	Iteration 15Q: 3 clusters Score -1249032 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1249124.750000 Penalty: 4632.186523
	Iteration 16Q: 3 clusters Score -1249125 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1249218.125000 Penalty: 4632.186523
	Iteration 17Q: 3 clusters Score -1249218 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1249299.625000 Penalty: 4632.186523
	Iteration 18Q: 3 clusters Score -1249300 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1249380.250000 Penalty: 4632.186523
	Iteration 19Q: 3 clusters Score -1249380 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1249455.500000 Penalty: 4632.186523
	Iteration 20F: 3 clusters Score -1249456 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1249519.750000 Penalty: 4632.186523
	Iteration 21Q: 3 clusters Score -1249520 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1249590.125000 Penalty: 4632.186523
	Iteration 22Q: 3 clusters Score -1249590 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1249680.875000 Penalty: 4632.186523
	Iteration 23Q: 3 clusters Score -1249681 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1249796.000000 Penalty: 4632.186523
	Iteration 24Q: 3 clusters Score -1249796 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1249925.500000 Penalty: 4632.186523
	Iteration 25Q: 3 clusters Score -1249926 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1250056.375000 Penalty: 4632.186523
	Iteration 26Q: 3 clusters Score -1250056 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1250189.125000 Penalty: 4632.186523
	Iteration 27Q: 3 clusters Score -1250189 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1250348.000000 Penalty: 4632.186523
	Iteration 28Q: 3 clusters Score -1250348 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1250511.750000 Penalty: 4632.186523
	Iteration 29Q: 3 clusters Score -1250512 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1250656.625000 Penalty: 4632.186523
	Iteration 30Q: 3 clusters Score -1250657 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1250762.125000 Penalty: 4632.186523
	Iteration 31Q: 3 clusters Score -1250762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1250831.750000 Penalty: 4632.186523
	Iteration 32Q: 3 clusters Score -1250832 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1250876.750000 Penalty: 4632.186523
	Iteration 33Q: 3 clusters Score -1250877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1250922.000000 Penalty: 4632.186523
	Iteration 34Q: 3 clusters Score -1250922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1250960.250000 Penalty: 4632.186523
	Iteration 35Q: 3 clusters Score -1250960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1250979.750000 Penalty: 4632.186523
	Iteration 36Q: 3 clusters Score -1250980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1250999.125000 Penalty: 4632.186523
	Iteration 37Q: 3 clusters Score -1250999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1251010.750000 Penalty: 4632.186523
	Iteration 38Q: 3 clusters Score -1251011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1251015.625000 Penalty: 4632.186523
	Iteration 39Q: 3 clusters Score -1251016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1251029.750000 Penalty: 4632.186523
	Iteration 40F: 3 clusters Score -1251030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1251035.000000 Penalty: 4632.186523
	Iteration 41Q: 3 clusters Score -1251035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1251042.625000 Penalty: 4632.186523
	Iteration 42Q: 3 clusters Score -1251043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1251047.625000 Penalty: 4632.186523
	Iteration 43Q: 3 clusters Score -1251048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1251053.125000 Penalty: 4632.186523
	Iteration 44Q: 3 clusters Score -1251053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1251055.500000 Penalty: 4632.186523
	Iteration 45Q: 3 clusters Score -1251056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1251058.875000 Penalty: 4632.186523
	Iteration 46Q: 3 clusters Score -1251059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1251061.250000 Penalty: 4632.186523
	Iteration 47Q: 3 clusters Score -1251061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1251063.625000 Penalty: 4632.186523
	Iteration 48Q: 3 clusters Score -1251064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1251067.625000 Penalty: 4632.186523
	Iteration 49Q: 3 clusters Score -1251068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1251069.000000 Penalty: 4632.186523
	Iteration 50Q: 3 clusters Score -1251069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1251070.125000 Penalty: 4632.186523
	Iteration 51Q: 3 clusters Score -1251070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1251071.750000 Penalty: 4632.186523
	Iteration 52Q: 3 clusters Score -1251072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1251071.125000 Penalty: 4632.186523
	Iteration 53Q: 3 clusters Score -1251071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1251071.125000 Penalty: 4632.186523
	Iteration 54F: 3 clusters Score -1251071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Entering Unmasked Estep 
Score: -2966890.250000 Penalty: 2545.538574
	Iteration 0F: 2 clusters Score -2966890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2947184.500000 Penalty: 5091.077148
	Iteration 0F: 3 clusters Score -2947184 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2954627.000000 Penalty: 5091.077148
	Iteration 1F: 3 clusters Score -2954627 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2955797.250000 Penalty: 5091.077148
	Iteration 2F: 3 clusters Score -2955797 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2957364.000000 Penalty: 5091.077148
	Iteration 3F: 3 clusters Score -2957364 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2958891.750000 Penalty: 5091.077148
	Iteration 4F: 3 clusters Score -2958892 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2960260.000000 Penalty: 5091.077148
	Iteration 5F: 3 clusters Score -2960260 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2961354.750000 Penalty: 5091.077148
	Iteration 6F: 3 clusters Score -2961355 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2962218.500000 Penalty: 5091.077148
	Iteration 7F: 3 clusters Score -2962218 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2962907.250000 Penalty: 5091.077148
	Iteration 8Q: 3 clusters Score -2962907 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2963417.750000 Penalty: 5091.077148
	Iteration 9Q: 3 clusters Score -2963418 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2963736.500000 Penalty: 5091.077148
	Iteration 10Q: 3 clusters Score -2963736 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2963948.000000 Penalty: 5091.077148
	Iteration 11Q: 3 clusters Score -2963948 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2964106.250000 Penalty: 5091.077148
	Iteration 12Q: 3 clusters Score -2964106 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2964222.750000 Penalty: 5091.077148
	Iteration 13Q: 3 clusters Score -2964223 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2964315.500000 Penalty: 5091.077148
	Iteration 14Q: 3 clusters Score -2964316 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2964374.500000 Penalty: 5091.077148
	Iteration 15Q: 3 clusters Score -2964374 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2964417.250000 Penalty: 5091.077148
	Iteration 16Q: 3 clusters Score -2964417 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2964467.500000 Penalty: 5091.077148
	Iteration 17Q: 3 clusters Score -2964468 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2964509.750000 Penalty: 5091.077148
	Iteration 18Q: 3 clusters Score -2964510 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2964552.500000 Penalty: 5091.077148
	Iteration 19Q: 3 clusters Score -2964552 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2964622.250000 Penalty: 5091.077148
	Iteration 20F: 3 clusters Score -2964622 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2964675.000000 Penalty: 5091.077148
	Iteration 21Q: 3 clusters Score -2964675 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2964736.000000 Penalty: 5091.077148
	Iteration 22Q: 3 clusters Score -2964736 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2964799.750000 Penalty: 5091.077148
	Iteration 23Q: 3 clusters Score -2964800 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2964856.250000 Penalty: 5091.077148
	Iteration 24Q: 3 clusters Score -2964856 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2964905.500000 Penalty: 5091.077148
	Iteration 25Q: 3 clusters Score -2964906 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2964975.000000 Penalty: 5091.077148
	Iteration 26Q: 3 clusters Score -2964975 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2965046.500000 Penalty: 5091.077148
	Iteration 27Q: 3 clusters Score -2965046 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2965108.500000 Penalty: 5091.077148
	Iteration 28Q: 3 clusters Score -2965108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2965173.500000 Penalty: 5091.077148
	Iteration 29Q: 3 clusters Score -2965174 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2965215.750000 Penalty: 5091.077148
	Iteration 30Q: 3 clusters Score -2965216 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2965258.250000 Penalty: 5091.077148
	Iteration 31Q: 3 clusters Score -2965258 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2965303.750000 Penalty: 5091.077148
	Iteration 32Q: 3 clusters Score -2965304 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2965335.500000 Penalty: 5091.077148
	Iteration 33Q: 3 clusters Score -2965336 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2965355.750000 Penalty: 5091.077148
	Iteration 34Q: 3 clusters Score -2965356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2965394.750000 Penalty: 5091.077148
	Iteration 35Q: 3 clusters Score -2965395 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2965412.750000 Penalty: 5091.077148
	Iteration 36Q: 3 clusters Score -2965413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2965443.750000 Penalty: 5091.077148
	Iteration 37Q: 3 clusters Score -2965444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2965472.250000 Penalty: 5091.077148
	Iteration 38Q: 3 clusters Score -2965472 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2965510.000000 Penalty: 5091.077148
	Iteration 39Q: 3 clusters Score -2965510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2965541.250000 Penalty: 5091.077148
	Iteration 40F: 3 clusters Score -2965541 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2965574.250000 Penalty: 5091.077148
	Iteration 41Q: 3 clusters Score -2965574 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2965637.000000 Penalty: 5091.077148
	Iteration 42Q: 3 clusters Score -2965637 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2965711.250000 Penalty: 5091.077148
	Iteration 43Q: 3 clusters Score -2965711 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2965822.250000 Penalty: 5091.077148
	Iteration 44Q: 3 clusters Score -2965822 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2965996.250000 Penalty: 5091.077148
	Iteration 45Q: 3 clusters Score -2965996 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2966150.250000 Penalty: 5091.077148
	Iteration 46Q: 3 clusters Score -2966150 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2966233.750000 Penalty: 5091.077148
	Iteration 47Q: 3 clusters Score -2966234 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -2966271.000000 Penalty: 5091.077148
	Iteration 48Q: 3 clusters Score -2966271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2966298.750000 Penalty: 5091.077148
	Iteration 49Q: 3 clusters Score -2966299 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2966294.500000 Penalty: 5091.077148
	Iteration 50Q: 3 clusters Score -2966294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -2966298.750000 Penalty: 5091.077148
	Iteration 51Q: 3 clusters Score -2966299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2966300.250000 Penalty: 5091.077148
	Iteration 52Q: 3 clusters Score -2966300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2966300.000000 Penalty: 5091.077148
	Iteration 53Q: 3 clusters Score -2966300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -2966300.250000 Penalty: 5091.077148
	Iteration 54Q: 3 clusters Score -2966300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2966298.250000 Penalty: 5091.077148
	Iteration 55Q: 3 clusters Score -2966298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2966299.750000 Penalty: 5091.077148
	Iteration 56Q: 3 clusters Score -2966300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2966301.250000 Penalty: 5091.077148
	Iteration 57Q: 3 clusters Score -2966301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2966302.000000 Penalty: 5091.077148
	Iteration 58Q: 3 clusters Score -2966302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2966305.750000 Penalty: 5091.077148
	Iteration 59Q: 3 clusters Score -2966306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2966303.750000 Penalty: 5091.077148
	Iteration 60F: 3 clusters Score -2966304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2966304.250000 Penalty: 5091.077148
	Iteration 61Q: 3 clusters Score -2966304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2966304.500000 Penalty: 5091.077148
	Iteration 62Q: 3 clusters Score -2966304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2966306.250000 Penalty: 5091.077148
	Iteration 63Q: 3 clusters Score -2966306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2966306.750000 Penalty: 5091.077148
	Iteration 64Q: 3 clusters Score -2966307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2966307.500000 Penalty: 5091.077148
	Iteration 65Q: 3 clusters Score -2966308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2966314.250000 Penalty: 5091.077148
	Iteration 66Q: 3 clusters Score -2966314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2966312.000000 Penalty: 5091.077148
	Iteration 67Q: 3 clusters Score -2966312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2966309.250000 Penalty: 5091.077148
	Iteration 68Q: 3 clusters Score -2966309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2966305.500000 Penalty: 5091.077148
	Iteration 69Q: 3 clusters Score -2966306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2966313.750000 Penalty: 5091.077148
	Iteration 70Q: 3 clusters Score -2966314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2966313.750000 Penalty: 5091.077148
	Iteration 71F: 3 clusters Score -2966314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Entering Unmasked Estep 
Score: -974913.062500 Penalty: 2259.600586
	Iteration 0F: 2 clusters Score -974913.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -967817.500000 Penalty: 4519.201172
	Iteration 0F: 3 clusters Score -967817.5 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -969981.750000 Penalty: 4519.201172
	Iteration 1F: 3 clusters Score -969981.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -970375.125000 Penalty: 4519.201172
	Iteration 2F: 3 clusters Score -970375.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -970713.687500 Penalty: 4519.201172
	Iteration 3F: 3 clusters Score -970713.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -971062.875000 Penalty: 4519.201172
	Iteration 4F: 3 clusters Score -971062.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -971358.187500 Penalty: 4519.201172
	Iteration 5F: 3 clusters Score -971358.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -971613.937500 Penalty: 4519.201172
	Iteration 6Q: 3 clusters Score -971613.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -971832.812500 Penalty: 4519.201172
	Iteration 7Q: 3 clusters Score -971832.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -972006.562500 Penalty: 4519.201172
	Iteration 8Q: 3 clusters Score -972006.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -972135.500000 Penalty: 4519.201172
	Iteration 9Q: 3 clusters Score -972135.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -972246.437500 Penalty: 4519.201172
	Iteration 10Q: 3 clusters Score -972246.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -972357.125000 Penalty: 4519.201172
	Iteration 11Q: 3 clusters Score -972357.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -972469.375000 Penalty: 4519.201172
	Iteration 12Q: 3 clusters Score -972469.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -972558.937500 Penalty: 4519.201172
	Iteration 13Q: 3 clusters Score -972558.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -972633.000000 Penalty: 4519.201172
	Iteration 14Q: 3 clusters Score -972633 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -972681.687500 Penalty: 4519.201172
	Iteration 15Q: 3 clusters Score -972681.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -972726.812500 Penalty: 4519.201172
	Iteration 16Q: 3 clusters Score -972726.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -972761.812500 Penalty: 4519.201172
	Iteration 17Q: 3 clusters Score -972761.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -972781.687500 Penalty: 4519.201172
	Iteration 18Q: 3 clusters Score -972781.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -972809.187500 Penalty: 4519.201172
	Iteration 19Q: 3 clusters Score -972809.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -972830.437500 Penalty: 4519.201172
	Iteration 20F: 3 clusters Score -972830.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -972858.625000 Penalty: 4519.201172
	Iteration 21Q: 3 clusters Score -972858.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -972886.687500 Penalty: 4519.201172
	Iteration 22Q: 3 clusters Score -972886.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -972930.375000 Penalty: 4519.201172
	Iteration 23Q: 3 clusters Score -972930.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -972975.562500 Penalty: 4519.201172
	Iteration 24Q: 3 clusters Score -972975.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -973012.937500 Penalty: 4519.201172
	Iteration 25Q: 3 clusters Score -973012.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -973052.750000 Penalty: 4519.201172
	Iteration 26Q: 3 clusters Score -973052.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -973089.562500 Penalty: 4519.201172
	Iteration 27Q: 3 clusters Score -973089.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -973114.250000 Penalty: 4519.201172
	Iteration 28Q: 3 clusters Score -973114.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -973139.812500 Penalty: 4519.201172
	Iteration 29Q: 3 clusters Score -973139.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -973160.125000 Penalty: 4519.201172
	Iteration 30Q: 3 clusters Score -973160.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -973186.062500 Penalty: 4519.201172
	Iteration 31Q: 3 clusters Score -973186.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -973221.875000 Penalty: 4519.201172
	Iteration 32Q: 3 clusters Score -973221.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -973269.562500 Penalty: 4519.201172
	Iteration 33Q: 3 clusters Score -973269.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -973319.875000 Penalty: 4519.201172
	Iteration 34Q: 3 clusters Score -973319.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -973384.875000 Penalty: 4519.201172
	Iteration 35Q: 3 clusters Score -973384.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -973441.812500 Penalty: 4519.201172
	Iteration 36Q: 3 clusters Score -973441.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -973482.187500 Penalty: 4519.201172
	Iteration 37Q: 3 clusters Score -973482.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -973513.250000 Penalty: 4519.201172
	Iteration 38Q: 3 clusters Score -973513.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -973548.312500 Penalty: 4519.201172
	Iteration 39Q: 3 clusters Score -973548.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -973572.250000 Penalty: 4519.201172
	Iteration 40F: 3 clusters Score -973572.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -973595.562500 Penalty: 4519.201172
	Iteration 41Q: 3 clusters Score -973595.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -973612.562500 Penalty: 4519.201172
	Iteration 42Q: 3 clusters Score -973612.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -973629.000000 Penalty: 4519.201172
	Iteration 43Q: 3 clusters Score -973629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -973642.812500 Penalty: 4519.201172
	Iteration 44Q: 3 clusters Score -973642.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -973648.937500 Penalty: 4519.201172
	Iteration 45Q: 3 clusters Score -973648.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -973655.562500 Penalty: 4519.201172
	Iteration 46Q: 3 clusters Score -973655.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -973659.125000 Penalty: 4519.201172
	Iteration 47Q: 3 clusters Score -973659.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -973665.687500 Penalty: 4519.201172
	Iteration 48Q: 3 clusters Score -973665.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -973670.187500 Penalty: 4519.201172
	Iteration 49Q: 3 clusters Score -973670.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -973671.250000 Penalty: 4519.201172
	Iteration 50Q: 3 clusters Score -973671.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -973678.937500 Penalty: 4519.201172
	Iteration 51Q: 3 clusters Score -973678.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -973681.875000 Penalty: 4519.201172
	Iteration 52Q: 3 clusters Score -973681.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -973686.250000 Penalty: 4519.201172
	Iteration 53Q: 3 clusters Score -973686.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -973686.250000 Penalty: 4519.201172
	Iteration 54Q: 3 clusters Score -973686.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -973692.875000 Penalty: 4519.201172
	Iteration 55Q: 3 clusters Score -973692.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -973694.187500 Penalty: 4519.201172
	Iteration 56Q: 3 clusters Score -973694.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -973696.687500 Penalty: 4519.201172
	Iteration 57Q: 3 clusters Score -973696.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -973702.625000 Penalty: 4519.201172
	Iteration 58Q: 3 clusters Score -973702.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -973702.750000 Penalty: 4519.201172
	Iteration 59Q: 3 clusters Score -973702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -973706.250000 Penalty: 4519.201172
	Iteration 60F: 3 clusters Score -973706.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -973708.437500 Penalty: 4519.201172
	Iteration 61Q: 3 clusters Score -973708.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -973710.937500 Penalty: 4519.201172
	Iteration 62Q: 3 clusters Score -973710.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -973711.750000 Penalty: 4519.201172
	Iteration 63Q: 3 clusters Score -973711.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -973716.250000 Penalty: 4519.201172
	Iteration 64Q: 3 clusters Score -973716.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -973717.625000 Penalty: 4519.201172
	Iteration 65Q: 3 clusters Score -973717.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -973718.437500 Penalty: 4519.201172
	Iteration 66Q: 3 clusters Score -973718.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -973722.000000 Penalty: 4519.201172
	Iteration 67Q: 3 clusters Score -973722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -973724.187500 Penalty: 4519.201172
	Iteration 68Q: 3 clusters Score -973724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -973724.375000 Penalty: 4519.201172
	Iteration 69Q: 3 clusters Score -973724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -973727.125000 Penalty: 4519.201172
	Iteration 70Q: 3 clusters Score -973727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -973728.750000 Penalty: 4519.201172
	Iteration 71Q: 3 clusters Score -973728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -973729.187500 Penalty: 4519.201172
	Iteration 72Q: 3 clusters Score -973729.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -973733.875000 Penalty: 4519.201172
	Iteration 73Q: 3 clusters Score -973733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -973734.812500 Penalty: 4519.201172
	Iteration 74Q: 3 clusters Score -973734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -973734.812500 Penalty: 4519.201172
	Iteration 75Q: 3 clusters Score -973734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -973736.062500 Penalty: 4519.201172
	Iteration 76Q: 3 clusters Score -973736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -973737.812500 Penalty: 4519.201172
	Iteration 77Q: 3 clusters Score -973737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -973734.875000 Penalty: 4519.201172
	Iteration 78Q: 3 clusters Score -973734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -973736.687500 Penalty: 4519.201172
	Iteration 79Q: 3 clusters Score -973736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -973736.187500 Penalty: 4519.201172
	Iteration 80F: 3 clusters Score -973736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -973734.812500 Penalty: 4519.201172
	Iteration 81Q: 3 clusters Score -973734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -973736.562500 Penalty: 4519.201172
	Iteration 82Q: 3 clusters Score -973736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -973736.250000 Penalty: 4519.201172
	Iteration 83Q: 3 clusters Score -973736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -973736.250000 Penalty: 4519.201172
	Iteration 84F: 3 clusters Score -973736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Entering Unmasked Estep 
Score: -546123.687500 Penalty: 2106.696289
	Iteration 0F: 2 clusters Score -546123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -541622.937500 Penalty: 4213.392578
	Iteration 0F: 3 clusters Score -541622.9 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -542776.312500 Penalty: 4213.392578
	Iteration 1F: 3 clusters Score -542776.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -543113.125000 Penalty: 4213.392578
	Iteration 2F: 3 clusters Score -543113.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -543369.125000 Penalty: 4213.392578
	Iteration 3F: 3 clusters Score -543369.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -543585.125000 Penalty: 4213.392578
	Iteration 4F: 3 clusters Score -543585.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -543780.000000 Penalty: 4213.392578
	Iteration 5Q: 3 clusters Score -543780 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -543960.000000 Penalty: 4213.392578
	Iteration 6F: 3 clusters Score -543960 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -544085.000000 Penalty: 4213.392578
	Iteration 7Q: 3 clusters Score -544085 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -544190.000000 Penalty: 4213.392578
	Iteration 8Q: 3 clusters Score -544190 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -544280.875000 Penalty: 4213.392578
	Iteration 9Q: 3 clusters Score -544280.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -544369.187500 Penalty: 4213.392578
	Iteration 10Q: 3 clusters Score -544369.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -544444.500000 Penalty: 4213.392578
	Iteration 11Q: 3 clusters Score -544444.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -544519.687500 Penalty: 4213.392578
	Iteration 12Q: 3 clusters Score -544519.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -544578.000000 Penalty: 4213.392578
	Iteration 13Q: 3 clusters Score -544578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -544619.750000 Penalty: 4213.392578
	Iteration 14Q: 3 clusters Score -544619.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -544653.687500 Penalty: 4213.392578
	Iteration 15Q: 3 clusters Score -544653.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -544685.687500 Penalty: 4213.392578
	Iteration 16Q: 3 clusters Score -544685.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -544717.875000 Penalty: 4213.392578
	Iteration 17Q: 3 clusters Score -544717.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -544753.062500 Penalty: 4213.392578
	Iteration 18Q: 3 clusters Score -544753.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -544785.375000 Penalty: 4213.392578
	Iteration 19Q: 3 clusters Score -544785.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -544823.812500 Penalty: 4213.392578
	Iteration 20F: 3 clusters Score -544823.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -544856.500000 Penalty: 4213.392578
	Iteration 21Q: 3 clusters Score -544856.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -544885.125000 Penalty: 4213.392578
	Iteration 22Q: 3 clusters Score -544885.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -544903.125000 Penalty: 4213.392578
	Iteration 23Q: 3 clusters Score -544903.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -544914.000000 Penalty: 4213.392578
	Iteration 24Q: 3 clusters Score -544914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -544925.437500 Penalty: 4213.392578
	Iteration 25Q: 3 clusters Score -544925.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -544935.000000 Penalty: 4213.392578
	Iteration 26Q: 3 clusters Score -544935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -544941.812500 Penalty: 4213.392578
	Iteration 27Q: 3 clusters Score -544941.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -544950.125000 Penalty: 4213.392578
	Iteration 28Q: 3 clusters Score -544950.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -544961.687500 Penalty: 4213.392578
	Iteration 29Q: 3 clusters Score -544961.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -544976.250000 Penalty: 4213.392578
	Iteration 30Q: 3 clusters Score -544976.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -544990.812500 Penalty: 4213.392578
	Iteration 31Q: 3 clusters Score -544990.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -545003.750000 Penalty: 4213.392578
	Iteration 32Q: 3 clusters Score -545003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -545012.687500 Penalty: 4213.392578
	Iteration 33Q: 3 clusters Score -545012.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -545025.750000 Penalty: 4213.392578
	Iteration 34Q: 3 clusters Score -545025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -545034.000000 Penalty: 4213.392578
	Iteration 35Q: 3 clusters Score -545034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -545043.187500 Penalty: 4213.392578
	Iteration 36Q: 3 clusters Score -545043.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -545050.500000 Penalty: 4213.392578
	Iteration 37Q: 3 clusters Score -545050.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -545054.312500 Penalty: 4213.392578
	Iteration 38Q: 3 clusters Score -545054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -545056.312500 Penalty: 4213.392578
	Iteration 39Q: 3 clusters Score -545056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -545060.000000 Penalty: 4213.392578
	Iteration 40F: 3 clusters Score -545060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -545064.062500 Penalty: 4213.392578
	Iteration 41Q: 3 clusters Score -545064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -545068.250000 Penalty: 4213.392578
	Iteration 42Q: 3 clusters Score -545068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -545069.687500 Penalty: 4213.392578
	Iteration 43Q: 3 clusters Score -545069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -545071.375000 Penalty: 4213.392578
	Iteration 44Q: 3 clusters Score -545071.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -545071.375000 Penalty: 4213.392578
	Iteration 45F: 3 clusters Score -545071.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Entering Unmasked Estep 
Score: -1733846.500000 Penalty: 2389.728271
	Iteration 0F: 2 clusters Score -1733846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1722748.125000 Penalty: 4779.456543
	Iteration 0F: 3 clusters Score -1722748 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1726283.250000 Penalty: 4779.456543
	Iteration 1F: 3 clusters Score -1726283 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1726600.875000 Penalty: 4779.456543
	Iteration 2F: 3 clusters Score -1726601 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1726819.875000 Penalty: 4779.456543
	Iteration 3Q: 3 clusters Score -1726820 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1727018.750000 Penalty: 4779.456543
	Iteration 4Q: 3 clusters Score -1727019 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1727215.250000 Penalty: 4779.456543
	Iteration 5Q: 3 clusters Score -1727215 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1727452.250000 Penalty: 4779.456543
	Iteration 6Q: 3 clusters Score -1727452 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1727769.875000 Penalty: 4779.456543
	Iteration 7Q: 3 clusters Score -1727770 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1728188.125000 Penalty: 4779.456543
	Iteration 8Q: 3 clusters Score -1728188 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1728659.500000 Penalty: 4779.456543
	Iteration 9Q: 3 clusters Score -1728660 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1729117.000000 Penalty: 4779.456543
	Iteration 10Q: 3 clusters Score -1729117 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1729537.375000 Penalty: 4779.456543
	Iteration 11Q: 3 clusters Score -1729537 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1729891.750000 Penalty: 4779.456543
	Iteration 12Q: 3 clusters Score -1729892 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1730190.625000 Penalty: 4779.456543
	Iteration 13Q: 3 clusters Score -1730191 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1730422.500000 Penalty: 4779.456543
	Iteration 14Q: 3 clusters Score -1730422 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1730601.375000 Penalty: 4779.456543
	Iteration 15Q: 3 clusters Score -1730601 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1730715.125000 Penalty: 4779.456543
	Iteration 16Q: 3 clusters Score -1730715 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1730812.625000 Penalty: 4779.456543
	Iteration 17Q: 3 clusters Score -1730813 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1730905.125000 Penalty: 4779.456543
	Iteration 18Q: 3 clusters Score -1730905 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1730988.250000 Penalty: 4779.456543
	Iteration 19Q: 3 clusters Score -1730988 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1731088.375000 Penalty: 4779.456543
	Iteration 20F: 3 clusters Score -1731088 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1731195.500000 Penalty: 4779.456543
	Iteration 21Q: 3 clusters Score -1731196 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1731300.875000 Penalty: 4779.456543
	Iteration 22Q: 3 clusters Score -1731301 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1731417.250000 Penalty: 4779.456543
	Iteration 23Q: 3 clusters Score -1731417 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1731547.125000 Penalty: 4779.456543
	Iteration 24Q: 3 clusters Score -1731547 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1731672.125000 Penalty: 4779.456543
	Iteration 25Q: 3 clusters Score -1731672 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1731829.625000 Penalty: 4779.456543
	Iteration 26Q: 3 clusters Score -1731830 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1732020.250000 Penalty: 4779.456543
	Iteration 27Q: 3 clusters Score -1732020 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1732229.875000 Penalty: 4779.456543
	Iteration 28Q: 3 clusters Score -1732230 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1732414.750000 Penalty: 4779.456543
	Iteration 29Q: 3 clusters Score -1732415 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1732580.375000 Penalty: 4779.456543
	Iteration 30Q: 3 clusters Score -1732580 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1732738.250000 Penalty: 4779.456543
	Iteration 31Q: 3 clusters Score -1732738 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1732892.000000 Penalty: 4779.456543
	Iteration 32Q: 3 clusters Score -1732892 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1733052.125000 Penalty: 4779.456543
	Iteration 33Q: 3 clusters Score -1733052 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1733205.125000 Penalty: 4779.456543
	Iteration 34Q: 3 clusters Score -1733205 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1733274.750000 Penalty: 4779.456543
	Iteration 35Q: 3 clusters Score -1733275 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1733335.625000 Penalty: 4779.456543
	Iteration 36Q: 3 clusters Score -1733336 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1733385.375000 Penalty: 4779.456543
	Iteration 37Q: 3 clusters Score -1733385 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1733421.875000 Penalty: 4779.456543
	Iteration 38Q: 3 clusters Score -1733422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1733448.125000 Penalty: 4779.456543
	Iteration 39Q: 3 clusters Score -1733448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1733475.625000 Penalty: 4779.456543
	Iteration 40F: 3 clusters Score -1733476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1733493.000000 Penalty: 4779.456543
	Iteration 41Q: 3 clusters Score -1733493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1733508.875000 Penalty: 4779.456543
	Iteration 42Q: 3 clusters Score -1733509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1733517.625000 Penalty: 4779.456543
	Iteration 43Q: 3 clusters Score -1733518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1733526.125000 Penalty: 4779.456543
	Iteration 44Q: 3 clusters Score -1733526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1733537.250000 Penalty: 4779.456543
	Iteration 45Q: 3 clusters Score -1733537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1733544.000000 Penalty: 4779.456543
	Iteration 46Q: 3 clusters Score -1733544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1733548.875000 Penalty: 4779.456543
	Iteration 47Q: 3 clusters Score -1733549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1733552.500000 Penalty: 4779.456543
	Iteration 48Q: 3 clusters Score -1733552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1733557.625000 Penalty: 4779.456543
	Iteration 49Q: 3 clusters Score -1733558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1733562.125000 Penalty: 4779.456543
	Iteration 50Q: 3 clusters Score -1733562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1733560.000000 Penalty: 4779.456543
	Iteration 51Q: 3 clusters Score -1733560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1733559.000000 Penalty: 4779.456543
	Iteration 52Q: 3 clusters Score -1733559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1733565.125000 Penalty: 4779.456543
	Iteration 53Q: 3 clusters Score -1733565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1733563.500000 Penalty: 4779.456543
	Iteration 54Q: 3 clusters Score -1733564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1733560.875000 Penalty: 4779.456543
	Iteration 55Q: 3 clusters Score -1733561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1733560.625000 Penalty: 4779.456543
	Iteration 56Q: 3 clusters Score -1733561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1733562.375000 Penalty: 4779.456543
	Iteration 57Q: 3 clusters Score -1733562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1733565.750000 Penalty: 4779.456543
	Iteration 58Q: 3 clusters Score -1733566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1733566.250000 Penalty: 4779.456543
	Iteration 59Q: 3 clusters Score -1733566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1733566.500000 Penalty: 4779.456543
	Iteration 60F: 3 clusters Score -1733566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1733566.250000 Penalty: 4779.456543
	Iteration 61Q: 3 clusters Score -1733566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1733566.250000 Penalty: 4779.456543
	Iteration 62F: 3 clusters Score -1733566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -210091.828125 Penalty: 1915.553223
	Iteration 0F: 2 clusters Score -210091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -207445.796875 Penalty: 3831.106445
	Iteration 0F: 3 clusters Score -207445.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -208455.906250 Penalty: 3831.106445
	Iteration 1F: 3 clusters Score -208455.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -208816.656250 Penalty: 3831.106445
	Iteration 2F: 3 clusters Score -208816.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -209062.031250 Penalty: 3831.106445
	Iteration 3F: 3 clusters Score -209062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -209387.453125 Penalty: 3831.106445
	Iteration 4F: 3 clusters Score -209387.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -209643.109375 Penalty: 3831.106445
	Iteration 5F: 3 clusters Score -209643.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -209785.203125 Penalty: 3831.106445
	Iteration 6Q: 3 clusters Score -209785.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -209886.312500 Penalty: 3831.106445
	Iteration 7Q: 3 clusters Score -209886.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -209960.140625 Penalty: 3831.106445
	Iteration 8Q: 3 clusters Score -209960.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -210022.250000 Penalty: 3831.106445
	Iteration 9Q: 3 clusters Score -210022.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -210071.281250 Penalty: 3831.106445
	Iteration 10Q: 3 clusters Score -210071.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -210103.750000 Penalty: 3831.106445
	Iteration 11Q: 3 clusters Score -210103.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -210117.140625 Penalty: 3831.106445
	Iteration 12Q: 3 clusters Score -210117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -210121.093750 Penalty: 3831.106445
	Iteration 13Q: 3 clusters Score -210121.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -210128.687500 Penalty: 3831.106445
	Iteration 14Q: 3 clusters Score -210128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -210135.000000 Penalty: 3831.106445
	Iteration 15Q: 3 clusters Score -210135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -210144.640625 Penalty: 3831.106445
	Iteration 16Q: 3 clusters Score -210144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -210150.796875 Penalty: 3831.106445
	Iteration 17Q: 3 clusters Score -210150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -210155.343750 Penalty: 3831.106445
	Iteration 18Q: 3 clusters Score -210155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -210156.656250 Penalty: 3831.106445
	Iteration 19Q: 3 clusters Score -210156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -210157.937500 Penalty: 3831.106445
	Iteration 20F: 3 clusters Score -210157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -210158.890625 Penalty: 3831.106445
	Iteration 21Q: 3 clusters Score -210158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -210160.843750 Penalty: 3831.106445
	Iteration 22Q: 3 clusters Score -210160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -210162.796875 Penalty: 3831.106445
	Iteration 23Q: 3 clusters Score -210162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -210162.796875 Penalty: 3831.106445
	Iteration 24F: 3 clusters Score -210162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 17891 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 390 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 9982 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7081 members 
Mstep: Class 48 contains 59632 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Mstep: Class 57 contains 37045 members 
Mstep: Class 58 contains 1872 members 
Entering Unmasked Estep 
Score: -139252576.000000 Penalty: 202403.562500
Splitting cluster 35 changes total score from -139245456.000000 to -139252576.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 36 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -495385.562500 Penalty: 2097.814209
	Iteration 0F: 2 clusters Score -495385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -491032.718750 Penalty: 4195.628418
	Iteration 0F: 3 clusters Score -491032.7 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -492080.187500 Penalty: 4195.628418
	Iteration 1F: 3 clusters Score -492080.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -492384.937500 Penalty: 4195.628418
	Iteration 2F: 3 clusters Score -492384.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -492597.093750 Penalty: 4195.628418
	Iteration 3F: 3 clusters Score -492597.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -492833.781250 Penalty: 4195.628418
	Iteration 4F: 3 clusters Score -492833.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -493114.750000 Penalty: 4195.628418
	Iteration 5F: 3 clusters Score -493114.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -493442.312500 Penalty: 4195.628418
	Iteration 6F: 3 clusters Score -493442.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -493757.625000 Penalty: 4195.628418
	Iteration 7F: 3 clusters Score -493757.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -494016.781250 Penalty: 4195.628418
	Iteration 8F: 3 clusters Score -494016.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -494213.593750 Penalty: 4195.628418
	Iteration 9Q: 3 clusters Score -494213.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -494351.406250 Penalty: 4195.628418
	Iteration 10Q: 3 clusters Score -494351.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -494430.812500 Penalty: 4195.628418
	Iteration 11Q: 3 clusters Score -494430.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -494498.500000 Penalty: 4195.628418
	Iteration 12Q: 3 clusters Score -494498.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -494561.125000 Penalty: 4195.628418
	Iteration 13Q: 3 clusters Score -494561.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -494598.031250 Penalty: 4195.628418
	Iteration 14Q: 3 clusters Score -494598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -494621.062500 Penalty: 4195.628418
	Iteration 15Q: 3 clusters Score -494621.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -494640.812500 Penalty: 4195.628418
	Iteration 16Q: 3 clusters Score -494640.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -494652.062500 Penalty: 4195.628418
	Iteration 17Q: 3 clusters Score -494652.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -494664.281250 Penalty: 4195.628418
	Iteration 18Q: 3 clusters Score -494664.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -494672.718750 Penalty: 4195.628418
	Iteration 19Q: 3 clusters Score -494672.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -494687.750000 Penalty: 4195.628418
	Iteration 20F: 3 clusters Score -494687.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -494719.906250 Penalty: 4195.628418
	Iteration 21Q: 3 clusters Score -494719.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -494755.906250 Penalty: 4195.628418
	Iteration 22Q: 3 clusters Score -494755.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -494807.156250 Penalty: 4195.628418
	Iteration 23Q: 3 clusters Score -494807.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -494886.000000 Penalty: 4195.628418
	Iteration 24Q: 3 clusters Score -494886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -495006.656250 Penalty: 4195.628418
	Iteration 25Q: 3 clusters Score -495006.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -495103.093750 Penalty: 4195.628418
	Iteration 26Q: 3 clusters Score -495103.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -495159.031250 Penalty: 4195.628418
	Iteration 27Q: 3 clusters Score -495159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -495187.093750 Penalty: 4195.628418
	Iteration 28Q: 3 clusters Score -495187.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -495204.281250 Penalty: 4195.628418
	Iteration 29Q: 3 clusters Score -495204.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -495211.750000 Penalty: 4195.628418
	Iteration 30Q: 3 clusters Score -495211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -495216.562500 Penalty: 4195.628418
	Iteration 31Q: 3 clusters Score -495216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -495220.187500 Penalty: 4195.628418
	Iteration 32Q: 3 clusters Score -495220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -495221.781250 Penalty: 4195.628418
	Iteration 33Q: 3 clusters Score -495221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -495223.625000 Penalty: 4195.628418
	Iteration 34Q: 3 clusters Score -495223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -495223.843750 Penalty: 4195.628418
	Iteration 35Q: 3 clusters Score -495223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -495224.593750 Penalty: 4195.628418
	Iteration 36Q: 3 clusters Score -495224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -495225.437500 Penalty: 4195.628418
	Iteration 37Q: 3 clusters Score -495225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -495224.812500 Penalty: 4195.628418
	Iteration 38Q: 3 clusters Score -495224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -495225.937500 Penalty: 4195.628418
	Iteration 39Q: 3 clusters Score -495225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -495226.906250 Penalty: 4195.628418
	Iteration 40F: 3 clusters Score -495226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -495227.875000 Penalty: 4195.628418
	Iteration 41Q: 3 clusters Score -495227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -495228.531250 Penalty: 4195.628418
	Iteration 42Q: 3 clusters Score -495228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -495229.437500 Penalty: 4195.628418
	Iteration 43Q: 3 clusters Score -495229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -495230.531250 Penalty: 4195.628418
	Iteration 44Q: 3 clusters Score -495230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -495231.781250 Penalty: 4195.628418
	Iteration 45Q: 3 clusters Score -495231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -495233.250000 Penalty: 4195.628418
	Iteration 46Q: 3 clusters Score -495233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -495233.343750 Penalty: 4195.628418
	Iteration 47Q: 3 clusters Score -495233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -495233.031250 Penalty: 4195.628418
	Iteration 48Q: 3 clusters Score -495233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -495233.312500 Penalty: 4195.628418
	Iteration 49Q: 3 clusters Score -495233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -495234.343750 Penalty: 4195.628418
	Iteration 50Q: 3 clusters Score -495234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -495234.343750 Penalty: 4195.628418
	Iteration 51F: 3 clusters Score -495234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Entering Unmasked Estep 
Score: -639798.375000 Penalty: 2152.975098
	Iteration 0F: 2 clusters Score -639798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -634750.375000 Penalty: 4305.950195
	Iteration 0F: 3 clusters Score -634750.4 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -636084.812500 Penalty: 4305.950195
	Iteration 1F: 3 clusters Score -636084.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -636454.812500 Penalty: 4305.950195
	Iteration 2F: 3 clusters Score -636454.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -636763.937500 Penalty: 4305.950195
	Iteration 3F: 3 clusters Score -636763.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -637096.875000 Penalty: 4305.950195
	Iteration 4F: 3 clusters Score -637096.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -637428.062500 Penalty: 4305.950195
	Iteration 5F: 3 clusters Score -637428.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -637694.687500 Penalty: 4305.950195
	Iteration 6F: 3 clusters Score -637694.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -637902.312500 Penalty: 4305.950195
	Iteration 7Q: 3 clusters Score -637902.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -638063.375000 Penalty: 4305.950195
	Iteration 8Q: 3 clusters Score -638063.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -638174.375000 Penalty: 4305.950195
	Iteration 9Q: 3 clusters Score -638174.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -638233.812500 Penalty: 4305.950195
	Iteration 10Q: 3 clusters Score -638233.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -638279.562500 Penalty: 4305.950195
	Iteration 11Q: 3 clusters Score -638279.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -638302.437500 Penalty: 4305.950195
	Iteration 12Q: 3 clusters Score -638302.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -638317.875000 Penalty: 4305.950195
	Iteration 13Q: 3 clusters Score -638317.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -638325.812500 Penalty: 4305.950195
	Iteration 14Q: 3 clusters Score -638325.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -638331.750000 Penalty: 4305.950195
	Iteration 15Q: 3 clusters Score -638331.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -638336.625000 Penalty: 4305.950195
	Iteration 16Q: 3 clusters Score -638336.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -638337.500000 Penalty: 4305.950195
	Iteration 17Q: 3 clusters Score -638337.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -638341.125000 Penalty: 4305.950195
	Iteration 18Q: 3 clusters Score -638341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -638342.687500 Penalty: 4305.950195
	Iteration 19Q: 3 clusters Score -638342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -638344.437500 Penalty: 4305.950195
	Iteration 20F: 3 clusters Score -638344.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -638346.562500 Penalty: 4305.950195
	Iteration 21Q: 3 clusters Score -638346.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -638350.187500 Penalty: 4305.950195
	Iteration 22Q: 3 clusters Score -638350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -638352.000000 Penalty: 4305.950195
	Iteration 23Q: 3 clusters Score -638352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -638354.875000 Penalty: 4305.950195
	Iteration 24Q: 3 clusters Score -638354.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -638353.375000 Penalty: 4305.950195
	Iteration 25Q: 3 clusters Score -638353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -638356.375000 Penalty: 4305.950195
	Iteration 26Q: 3 clusters Score -638356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -638356.562500 Penalty: 4305.950195
	Iteration 27Q: 3 clusters Score -638356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -638357.562500 Penalty: 4305.950195
	Iteration 28Q: 3 clusters Score -638357.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -638359.562500 Penalty: 4305.950195
	Iteration 29Q: 3 clusters Score -638359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -638359.875000 Penalty: 4305.950195
	Iteration 30Q: 3 clusters Score -638359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -638360.500000 Penalty: 4305.950195
	Iteration 31Q: 3 clusters Score -638360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -638360.125000 Penalty: 4305.950195
	Iteration 32Q: 3 clusters Score -638360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -638361.500000 Penalty: 4305.950195
	Iteration 33Q: 3 clusters Score -638361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -638362.062500 Penalty: 4305.950195
	Iteration 34Q: 3 clusters Score -638362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -638362.062500 Penalty: 4305.950195
	Iteration 35F: 3 clusters Score -638362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -37715.527344 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -37715.53 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 194 members 
Entering Unmasked Estep 
Score: -36378.890625 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -36378.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36524.609375 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -36524.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36570.414062 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -36570.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36600.062500 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -36600.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36603.292969 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -36603.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36604.820312 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -36604.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36608.910156 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -36608.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36608.910156 Penalty: 2919.507568
	Iteration 7F: 3 clusters Score -36608.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Entering Unmasked Estep 
Score: -1379993.625000 Penalty: 2336.148193
	Iteration 0F: 2 clusters Score -1379994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1370875.125000 Penalty: 4672.296387
	Iteration 0F: 3 clusters Score -1370875 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1373872.250000 Penalty: 4672.296387
	Iteration 1F: 3 clusters Score -1373872 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1374266.125000 Penalty: 4672.296387
	Iteration 2F: 3 clusters Score -1374266 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1374609.500000 Penalty: 4672.296387
	Iteration 3F: 3 clusters Score -1374610 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1374905.750000 Penalty: 4672.296387
	Iteration 4Q: 3 clusters Score -1374906 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1375201.000000 Penalty: 4672.296387
	Iteration 5Q: 3 clusters Score -1375201 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1375560.500000 Penalty: 4672.296387
	Iteration 6Q: 3 clusters Score -1375560 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1375989.250000 Penalty: 4672.296387
	Iteration 7F: 3 clusters Score -1375989 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1376469.250000 Penalty: 4672.296387
	Iteration 8F: 3 clusters Score -1376469 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1377060.375000 Penalty: 4672.296387
	Iteration 9F: 3 clusters Score -1377060 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1377656.000000 Penalty: 4672.296387
	Iteration 10F: 3 clusters Score -1377656 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1378202.625000 Penalty: 4672.296387
	Iteration 11Q: 3 clusters Score -1378203 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1378641.375000 Penalty: 4672.296387
	Iteration 12Q: 3 clusters Score -1378641 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1378983.875000 Penalty: 4672.296387
	Iteration 13Q: 3 clusters Score -1378984 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1379239.375000 Penalty: 4672.296387
	Iteration 14Q: 3 clusters Score -1379239 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1379382.750000 Penalty: 4672.296387
	Iteration 15Q: 3 clusters Score -1379383 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1379451.250000 Penalty: 4672.296387
	Iteration 16Q: 3 clusters Score -1379451 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1379488.875000 Penalty: 4672.296387
	Iteration 17Q: 3 clusters Score -1379489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1379511.125000 Penalty: 4672.296387
	Iteration 18Q: 3 clusters Score -1379511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1379520.375000 Penalty: 4672.296387
	Iteration 19Q: 3 clusters Score -1379520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1379531.750000 Penalty: 4672.296387
	Iteration 20F: 3 clusters Score -1379532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1379529.125000 Penalty: 4672.296387
	Iteration 21Q: 3 clusters Score -1379529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1379530.375000 Penalty: 4672.296387
	Iteration 22Q: 3 clusters Score -1379530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1379532.375000 Penalty: 4672.296387
	Iteration 23Q: 3 clusters Score -1379532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1379532.375000 Penalty: 4672.296387
	Iteration 24Q: 3 clusters Score -1379532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1379535.500000 Penalty: 4672.296387
	Iteration 25Q: 3 clusters Score -1379536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1379534.375000 Penalty: 4672.296387
	Iteration 26Q: 3 clusters Score -1379534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1379536.625000 Penalty: 4672.296387
	Iteration 27Q: 3 clusters Score -1379537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1379536.625000 Penalty: 4672.296387
	Iteration 28F: 3 clusters Score -1379537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Entering Unmasked Estep 
Score: -477728.093750 Penalty: 2085.913818
	Iteration 0F: 2 clusters Score -477728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -473594.500000 Penalty: 4171.827637
	Iteration 0F: 3 clusters Score -473594.5 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -474586.156250 Penalty: 4171.827637
	Iteration 1F: 3 clusters Score -474586.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -474822.687500 Penalty: 4171.827637
	Iteration 2F: 3 clusters Score -474822.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -475002.437500 Penalty: 4171.827637
	Iteration 3Q: 3 clusters Score -475002.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -475177.031250 Penalty: 4171.827637
	Iteration 4F: 3 clusters Score -475177 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -475376.468750 Penalty: 4171.827637
	Iteration 5F: 3 clusters Score -475376.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -475640.500000 Penalty: 4171.827637
	Iteration 6F: 3 clusters Score -475640.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -475957.343750 Penalty: 4171.827637
	Iteration 7F: 3 clusters Score -475957.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -476211.625000 Penalty: 4171.827637
	Iteration 8F: 3 clusters Score -476211.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -476420.187500 Penalty: 4171.827637
	Iteration 9Q: 3 clusters Score -476420.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -476588.187500 Penalty: 4171.827637
	Iteration 10Q: 3 clusters Score -476588.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -476688.875000 Penalty: 4171.827637
	Iteration 11Q: 3 clusters Score -476688.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -476742.437500 Penalty: 4171.827637
	Iteration 12Q: 3 clusters Score -476742.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -476765.593750 Penalty: 4171.827637
	Iteration 13Q: 3 clusters Score -476765.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -476778.687500 Penalty: 4171.827637
	Iteration 14Q: 3 clusters Score -476778.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -476787.093750 Penalty: 4171.827637
	Iteration 15Q: 3 clusters Score -476787.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -476796.875000 Penalty: 4171.827637
	Iteration 16Q: 3 clusters Score -476796.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -476806.937500 Penalty: 4171.827637
	Iteration 17Q: 3 clusters Score -476806.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -476811.125000 Penalty: 4171.827637
	Iteration 18Q: 3 clusters Score -476811.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -476815.093750 Penalty: 4171.827637
	Iteration 19Q: 3 clusters Score -476815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -476818.312500 Penalty: 4171.827637
	Iteration 20F: 3 clusters Score -476818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -476818.406250 Penalty: 4171.827637
	Iteration 21Q: 3 clusters Score -476818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -476818.281250 Penalty: 4171.827637
	Iteration 22Q: 3 clusters Score -476818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -476818.812500 Penalty: 4171.827637
	Iteration 23Q: 3 clusters Score -476818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -476818.812500 Penalty: 4171.827637
	Iteration 24F: 3 clusters Score -476818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Entering Unmasked Estep 
Score: -1108227.875000 Penalty: 2283.717773
	Iteration 0F: 2 clusters Score -1108228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1100590.375000 Penalty: 4567.435547
	Iteration 0F: 3 clusters Score -1100590 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1102885.625000 Penalty: 4567.435547
	Iteration 1F: 3 clusters Score -1102886 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1103300.375000 Penalty: 4567.435547
	Iteration 2F: 3 clusters Score -1103300 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1103788.750000 Penalty: 4567.435547
	Iteration 3F: 3 clusters Score -1103789 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1104578.250000 Penalty: 4567.435547
	Iteration 4F: 3 clusters Score -1104578 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1105645.750000 Penalty: 4567.435547
	Iteration 5F: 3 clusters Score -1105646 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1106626.625000 Penalty: 4567.435547
	Iteration 6F: 3 clusters Score -1106627 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1107324.375000 Penalty: 4567.435547
	Iteration 7F: 3 clusters Score -1107324 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1107761.750000 Penalty: 4567.435547
	Iteration 8F: 3 clusters Score -1107762 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1108048.000000 Penalty: 4567.435547
	Iteration 9Q: 3 clusters Score -1108048 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1108254.625000 Penalty: 4567.435547
	Iteration 10Q: 3 clusters Score -1108255 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1108419.625000 Penalty: 4567.435547
	Iteration 11Q: 3 clusters Score -1108420 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1108609.125000 Penalty: 4567.435547
	Iteration 12Q: 3 clusters Score -1108609 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1108886.625000 Penalty: 4567.435547
	Iteration 13Q: 3 clusters Score -1108887 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1109192.750000 Penalty: 4567.435547
	Iteration 14Q: 3 clusters Score -1109193 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1109488.625000 Penalty: 4567.435547
	Iteration 15Q: 3 clusters Score -1109489 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1109653.375000 Penalty: 4567.435547
	Iteration 16Q: 3 clusters Score -1109653 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1109717.125000 Penalty: 4567.435547
	Iteration 17Q: 3 clusters Score -1109717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1109739.500000 Penalty: 4567.435547
	Iteration 18Q: 3 clusters Score -1109740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1109749.875000 Penalty: 4567.435547
	Iteration 19Q: 3 clusters Score -1109750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1109756.875000 Penalty: 4567.435547
	Iteration 20F: 3 clusters Score -1109757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1109766.250000 Penalty: 4567.435547
	Iteration 21Q: 3 clusters Score -1109766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1109776.875000 Penalty: 4567.435547
	Iteration 22Q: 3 clusters Score -1109777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1109787.875000 Penalty: 4567.435547
	Iteration 23Q: 3 clusters Score -1109788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1109802.625000 Penalty: 4567.435547
	Iteration 24Q: 3 clusters Score -1109803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1109809.000000 Penalty: 4567.435547
	Iteration 25Q: 3 clusters Score -1109809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1109819.250000 Penalty: 4567.435547
	Iteration 26Q: 3 clusters Score -1109819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1109827.125000 Penalty: 4567.435547
	Iteration 27Q: 3 clusters Score -1109827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1109837.000000 Penalty: 4567.435547
	Iteration 28Q: 3 clusters Score -1109837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1109843.125000 Penalty: 4567.435547
	Iteration 29Q: 3 clusters Score -1109843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1109850.500000 Penalty: 4567.435547
	Iteration 30Q: 3 clusters Score -1109850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1109852.125000 Penalty: 4567.435547
	Iteration 31Q: 3 clusters Score -1109852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1109857.625000 Penalty: 4567.435547
	Iteration 32Q: 3 clusters Score -1109858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1109858.625000 Penalty: 4567.435547
	Iteration 33Q: 3 clusters Score -1109859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1109860.000000 Penalty: 4567.435547
	Iteration 34Q: 3 clusters Score -1109860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1109860.375000 Penalty: 4567.435547
	Iteration 35Q: 3 clusters Score -1109860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1109859.750000 Penalty: 4567.435547
	Iteration 36Q: 3 clusters Score -1109860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1109861.875000 Penalty: 4567.435547
	Iteration 37Q: 3 clusters Score -1109862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1109863.125000 Penalty: 4567.435547
	Iteration 38Q: 3 clusters Score -1109863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1109863.625000 Penalty: 4567.435547
	Iteration 39Q: 3 clusters Score -1109864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1109864.125000 Penalty: 4567.435547
	Iteration 40F: 3 clusters Score -1109864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1109862.000000 Penalty: 4567.435547
	Iteration 41Q: 3 clusters Score -1109862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1109863.000000 Penalty: 4567.435547
	Iteration 42Q: 3 clusters Score -1109863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1109865.000000 Penalty: 4567.435547
	Iteration 43Q: 3 clusters Score -1109865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1109864.500000 Penalty: 4567.435547
	Iteration 44Q: 3 clusters Score -1109864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1109865.250000 Penalty: 4567.435547
	Iteration 45Q: 3 clusters Score -1109865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1109865.250000 Penalty: 4567.435547
	Iteration 46F: 3 clusters Score -1109865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 17891 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 390 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 7272 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 7081 members 
Mstep: Class 48 contains 59632 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Mstep: Class 57 contains 37045 members 
Mstep: Class 58 contains 1872 members 
Mstep: Class 59 contains 2710 members 
Entering Unmasked Estep 
Score: -139253088.000000 Penalty: 205893.281250
Splitting cluster 41 changes total score from -139245456.000000 to -139253088.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 42 (11965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Entering Unmasked Estep 
Score: -1331686.750000 Penalty: 2328.655762
	Iteration 0F: 2 clusters Score -1331687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1322889.375000 Penalty: 4657.311523
	Iteration 0F: 3 clusters Score -1322889 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1325702.625000 Penalty: 4657.311523
	Iteration 1F: 3 clusters Score -1325703 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1326203.375000 Penalty: 4657.311523
	Iteration 2F: 3 clusters Score -1326203 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1326613.375000 Penalty: 4657.311523
	Iteration 3F: 3 clusters Score -1326613 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1327029.250000 Penalty: 4657.311523
	Iteration 4F: 3 clusters Score -1327029 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1327483.000000 Penalty: 4657.311523
	Iteration 5F: 3 clusters Score -1327483 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1327983.625000 Penalty: 4657.311523
	Iteration 6F: 3 clusters Score -1327984 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1328507.375000 Penalty: 4657.311523
	Iteration 7F: 3 clusters Score -1328507 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1329007.000000 Penalty: 4657.311523
	Iteration 8F: 3 clusters Score -1329007 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1329391.250000 Penalty: 4657.311523
	Iteration 9Q: 3 clusters Score -1329391 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1329683.750000 Penalty: 4657.311523
	Iteration 10Q: 3 clusters Score -1329684 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1329885.625000 Penalty: 4657.311523
	Iteration 11Q: 3 clusters Score -1329886 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1330032.500000 Penalty: 4657.311523
	Iteration 12Q: 3 clusters Score -1330032 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1330154.000000 Penalty: 4657.311523
	Iteration 13Q: 3 clusters Score -1330154 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1330234.875000 Penalty: 4657.311523
	Iteration 14Q: 3 clusters Score -1330235 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1330300.000000 Penalty: 4657.311523
	Iteration 15Q: 3 clusters Score -1330300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1330350.125000 Penalty: 4657.311523
	Iteration 16Q: 3 clusters Score -1330350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1330371.750000 Penalty: 4657.311523
	Iteration 17Q: 3 clusters Score -1330372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1330392.250000 Penalty: 4657.311523
	Iteration 18Q: 3 clusters Score -1330392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1330412.500000 Penalty: 4657.311523
	Iteration 19Q: 3 clusters Score -1330412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1330428.000000 Penalty: 4657.311523
	Iteration 20F: 3 clusters Score -1330428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1330443.125000 Penalty: 4657.311523
	Iteration 21Q: 3 clusters Score -1330443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1330450.375000 Penalty: 4657.311523
	Iteration 22Q: 3 clusters Score -1330450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1330462.500000 Penalty: 4657.311523
	Iteration 23Q: 3 clusters Score -1330462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1330468.000000 Penalty: 4657.311523
	Iteration 24Q: 3 clusters Score -1330468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1330475.250000 Penalty: 4657.311523
	Iteration 25Q: 3 clusters Score -1330475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1330483.250000 Penalty: 4657.311523
	Iteration 26Q: 3 clusters Score -1330483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1330486.625000 Penalty: 4657.311523
	Iteration 27Q: 3 clusters Score -1330487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1330491.625000 Penalty: 4657.311523
	Iteration 28Q: 3 clusters Score -1330492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1330493.500000 Penalty: 4657.311523
	Iteration 29Q: 3 clusters Score -1330494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1330495.000000 Penalty: 4657.311523
	Iteration 30Q: 3 clusters Score -1330495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1330494.750000 Penalty: 4657.311523
	Iteration 31Q: 3 clusters Score -1330495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1330495.375000 Penalty: 4657.311523
	Iteration 32Q: 3 clusters Score -1330495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1330497.000000 Penalty: 4657.311523
	Iteration 33Q: 3 clusters Score -1330497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1330499.875000 Penalty: 4657.311523
	Iteration 34Q: 3 clusters Score -1330500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1330499.500000 Penalty: 4657.311523
	Iteration 35Q: 3 clusters Score -1330500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1330507.875000 Penalty: 4657.311523
	Iteration 36Q: 3 clusters Score -1330508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1330508.750000 Penalty: 4657.311523
	Iteration 37Q: 3 clusters Score -1330509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1330509.625000 Penalty: 4657.311523
	Iteration 38Q: 3 clusters Score -1330510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1330508.500000 Penalty: 4657.311523
	Iteration 39Q: 3 clusters Score -1330508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1330513.625000 Penalty: 4657.311523
	Iteration 40F: 3 clusters Score -1330514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1330511.875000 Penalty: 4657.311523
	Iteration 41Q: 3 clusters Score -1330512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1330514.750000 Penalty: 4657.311523
	Iteration 42Q: 3 clusters Score -1330515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1330518.625000 Penalty: 4657.311523
	Iteration 43Q: 3 clusters Score -1330519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1330519.000000 Penalty: 4657.311523
	Iteration 44Q: 3 clusters Score -1330519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1330517.125000 Penalty: 4657.311523
	Iteration 45Q: 3 clusters Score -1330517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1330517.125000 Penalty: 4657.311523
	Iteration 46F: 3 clusters Score -1330517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -597668.562500 Penalty: 2135.900879
	Iteration 0F: 2 clusters Score -597668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -592785.375000 Penalty: 4271.801758
	Iteration 0F: 3 clusters Score -592785.4 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -594090.437500 Penalty: 4271.801758
	Iteration 1F: 3 clusters Score -594090.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -594383.250000 Penalty: 4271.801758
	Iteration 2F: 3 clusters Score -594383.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -594543.875000 Penalty: 4271.801758
	Iteration 3F: 3 clusters Score -594543.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -594620.875000 Penalty: 4271.801758
	Iteration 4Q: 3 clusters Score -594620.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -594671.875000 Penalty: 4271.801758
	Iteration 5Q: 3 clusters Score -594671.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -594700.125000 Penalty: 4271.801758
	Iteration 6Q: 3 clusters Score -594700.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -594727.375000 Penalty: 4271.801758
	Iteration 7Q: 3 clusters Score -594727.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -594754.625000 Penalty: 4271.801758
	Iteration 8Q: 3 clusters Score -594754.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -594786.000000 Penalty: 4271.801758
	Iteration 9Q: 3 clusters Score -594786 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -594824.062500 Penalty: 4271.801758
	Iteration 10Q: 3 clusters Score -594824.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -594877.000000 Penalty: 4271.801758
	Iteration 11Q: 3 clusters Score -594877 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -594945.187500 Penalty: 4271.801758
	Iteration 12Q: 3 clusters Score -594945.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -595008.562500 Penalty: 4271.801758
	Iteration 13Q: 3 clusters Score -595008.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -595081.750000 Penalty: 4271.801758
	Iteration 14Q: 3 clusters Score -595081.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -595148.687500 Penalty: 4271.801758
	Iteration 15Q: 3 clusters Score -595148.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -595207.375000 Penalty: 4271.801758
	Iteration 16Q: 3 clusters Score -595207.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -595256.437500 Penalty: 4271.801758
	Iteration 17Q: 3 clusters Score -595256.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -595298.250000 Penalty: 4271.801758
	Iteration 18Q: 3 clusters Score -595298.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -595345.812500 Penalty: 4271.801758
	Iteration 19Q: 3 clusters Score -595345.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -595396.687500 Penalty: 4271.801758
	Iteration 20F: 3 clusters Score -595396.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -595450.375000 Penalty: 4271.801758
	Iteration 21Q: 3 clusters Score -595450.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -595498.687500 Penalty: 4271.801758
	Iteration 22Q: 3 clusters Score -595498.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -595546.937500 Penalty: 4271.801758
	Iteration 23Q: 3 clusters Score -595546.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -595599.062500 Penalty: 4271.801758
	Iteration 24Q: 3 clusters Score -595599.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -595644.812500 Penalty: 4271.801758
	Iteration 25Q: 3 clusters Score -595644.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -595685.500000 Penalty: 4271.801758
	Iteration 26Q: 3 clusters Score -595685.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -595721.625000 Penalty: 4271.801758
	Iteration 27Q: 3 clusters Score -595721.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -595755.750000 Penalty: 4271.801758
	Iteration 28Q: 3 clusters Score -595755.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -595776.750000 Penalty: 4271.801758
	Iteration 29Q: 3 clusters Score -595776.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -595789.875000 Penalty: 4271.801758
	Iteration 30Q: 3 clusters Score -595789.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -595800.375000 Penalty: 4271.801758
	Iteration 31Q: 3 clusters Score -595800.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -595808.062500 Penalty: 4271.801758
	Iteration 32Q: 3 clusters Score -595808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -595818.750000 Penalty: 4271.801758
	Iteration 33Q: 3 clusters Score -595818.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -595828.625000 Penalty: 4271.801758
	Iteration 34Q: 3 clusters Score -595828.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -595837.312500 Penalty: 4271.801758
	Iteration 35Q: 3 clusters Score -595837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -595841.250000 Penalty: 4271.801758
	Iteration 36Q: 3 clusters Score -595841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -595849.187500 Penalty: 4271.801758
	Iteration 37Q: 3 clusters Score -595849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -595857.750000 Penalty: 4271.801758
	Iteration 38Q: 3 clusters Score -595857.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -595864.875000 Penalty: 4271.801758
	Iteration 39Q: 3 clusters Score -595864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -595872.437500 Penalty: 4271.801758
	Iteration 40F: 3 clusters Score -595872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -595877.750000 Penalty: 4271.801758
	Iteration 41Q: 3 clusters Score -595877.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -595888.187500 Penalty: 4271.801758
	Iteration 42Q: 3 clusters Score -595888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -595896.000000 Penalty: 4271.801758
	Iteration 43Q: 3 clusters Score -595896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -595899.250000 Penalty: 4271.801758
	Iteration 44Q: 3 clusters Score -595899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -595906.625000 Penalty: 4271.801758
	Iteration 45Q: 3 clusters Score -595906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -595913.687500 Penalty: 4271.801758
	Iteration 46Q: 3 clusters Score -595913.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -595915.625000 Penalty: 4271.801758
	Iteration 47Q: 3 clusters Score -595915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -595918.812500 Penalty: 4271.801758
	Iteration 48Q: 3 clusters Score -595918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -595921.812500 Penalty: 4271.801758
	Iteration 49Q: 3 clusters Score -595921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -595925.187500 Penalty: 4271.801758
	Iteration 50Q: 3 clusters Score -595925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -595926.500000 Penalty: 4271.801758
	Iteration 51Q: 3 clusters Score -595926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -595927.312500 Penalty: 4271.801758
	Iteration 52Q: 3 clusters Score -595927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -595928.937500 Penalty: 4271.801758
	Iteration 53Q: 3 clusters Score -595928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -595930.062500 Penalty: 4271.801758
	Iteration 54Q: 3 clusters Score -595930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -595931.500000 Penalty: 4271.801758
	Iteration 55Q: 3 clusters Score -595931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -595932.562500 Penalty: 4271.801758
	Iteration 56Q: 3 clusters Score -595932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -595936.250000 Penalty: 4271.801758
	Iteration 57Q: 3 clusters Score -595936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -595939.562500 Penalty: 4271.801758
	Iteration 58Q: 3 clusters Score -595939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -595941.875000 Penalty: 4271.801758
	Iteration 59Q: 3 clusters Score -595941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -595946.375000 Penalty: 4271.801758
	Iteration 60F: 3 clusters Score -595946.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -595949.875000 Penalty: 4271.801758
	Iteration 61Q: 3 clusters Score -595949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -595951.312500 Penalty: 4271.801758
	Iteration 62Q: 3 clusters Score -595951.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -595954.187500 Penalty: 4271.801758
	Iteration 63Q: 3 clusters Score -595954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -595954.312500 Penalty: 4271.801758
	Iteration 64Q: 3 clusters Score -595954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -595955.437500 Penalty: 4271.801758
	Iteration 65Q: 3 clusters Score -595955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -595956.312500 Penalty: 4271.801758
	Iteration 66Q: 3 clusters Score -595956.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -595955.750000 Penalty: 4271.801758
	Iteration 67Q: 3 clusters Score -595955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -595955.750000 Penalty: 4271.801758
	Iteration 68F: 3 clusters Score -595955.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Entering Unmasked Estep 
Score: -1781569.000000 Penalty: 2411.864014
	Iteration 0F: 2 clusters Score -1781569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1769590.750000 Penalty: 4823.728027
	Iteration 0F: 3 clusters Score -1769591 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1773644.875000 Penalty: 4823.728027
	Iteration 1F: 3 clusters Score -1773645 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1774175.375000 Penalty: 4823.728027
	Iteration 2F: 3 clusters Score -1774175 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1774654.125000 Penalty: 4823.728027
	Iteration 3F: 3 clusters Score -1774654 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1775098.750000 Penalty: 4823.728027
	Iteration 4F: 3 clusters Score -1775099 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1775570.250000 Penalty: 4823.728027
	Iteration 5Q: 3 clusters Score -1775570 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1776123.500000 Penalty: 4823.728027
	Iteration 6F: 3 clusters Score -1776124 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1776684.000000 Penalty: 4823.728027
	Iteration 7Q: 3 clusters Score -1776684 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1777162.625000 Penalty: 4823.728027
	Iteration 8Q: 3 clusters Score -1777163 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1777594.000000 Penalty: 4823.728027
	Iteration 9Q: 3 clusters Score -1777594 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1777959.250000 Penalty: 4823.728027
	Iteration 10Q: 3 clusters Score -1777959 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1778264.875000 Penalty: 4823.728027
	Iteration 11Q: 3 clusters Score -1778265 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1778502.125000 Penalty: 4823.728027
	Iteration 12Q: 3 clusters Score -1778502 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1778683.500000 Penalty: 4823.728027
	Iteration 13Q: 3 clusters Score -1778684 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1778816.375000 Penalty: 4823.728027
	Iteration 14Q: 3 clusters Score -1778816 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1778917.500000 Penalty: 4823.728027
	Iteration 15Q: 3 clusters Score -1778918 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1778986.625000 Penalty: 4823.728027
	Iteration 16Q: 3 clusters Score -1778987 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1779058.250000 Penalty: 4823.728027
	Iteration 17Q: 3 clusters Score -1779058 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1779120.875000 Penalty: 4823.728027
	Iteration 18Q: 3 clusters Score -1779121 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1779166.750000 Penalty: 4823.728027
	Iteration 19Q: 3 clusters Score -1779167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1779210.875000 Penalty: 4823.728027
	Iteration 20F: 3 clusters Score -1779211 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1779231.125000 Penalty: 4823.728027
	Iteration 21Q: 3 clusters Score -1779231 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1779259.750000 Penalty: 4823.728027
	Iteration 22Q: 3 clusters Score -1779260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1779276.000000 Penalty: 4823.728027
	Iteration 23Q: 3 clusters Score -1779276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1779297.000000 Penalty: 4823.728027
	Iteration 24Q: 3 clusters Score -1779297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1779318.125000 Penalty: 4823.728027
	Iteration 25Q: 3 clusters Score -1779318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1779330.375000 Penalty: 4823.728027
	Iteration 26Q: 3 clusters Score -1779330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1779342.000000 Penalty: 4823.728027
	Iteration 27Q: 3 clusters Score -1779342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1779355.375000 Penalty: 4823.728027
	Iteration 28Q: 3 clusters Score -1779355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1779369.125000 Penalty: 4823.728027
	Iteration 29Q: 3 clusters Score -1779369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1779382.625000 Penalty: 4823.728027
	Iteration 30Q: 3 clusters Score -1779383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1779396.500000 Penalty: 4823.728027
	Iteration 31Q: 3 clusters Score -1779396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1779407.000000 Penalty: 4823.728027
	Iteration 32Q: 3 clusters Score -1779407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1779420.500000 Penalty: 4823.728027
	Iteration 33Q: 3 clusters Score -1779420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1779422.375000 Penalty: 4823.728027
	Iteration 34Q: 3 clusters Score -1779422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1779426.375000 Penalty: 4823.728027
	Iteration 35Q: 3 clusters Score -1779426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1779431.875000 Penalty: 4823.728027
	Iteration 36Q: 3 clusters Score -1779432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1779442.125000 Penalty: 4823.728027
	Iteration 37Q: 3 clusters Score -1779442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1779445.125000 Penalty: 4823.728027
	Iteration 38Q: 3 clusters Score -1779445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1779449.750000 Penalty: 4823.728027
	Iteration 39Q: 3 clusters Score -1779450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1779455.500000 Penalty: 4823.728027
	Iteration 40F: 3 clusters Score -1779456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1779467.250000 Penalty: 4823.728027
	Iteration 41Q: 3 clusters Score -1779467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1779475.875000 Penalty: 4823.728027
	Iteration 42Q: 3 clusters Score -1779476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1779481.125000 Penalty: 4823.728027
	Iteration 43Q: 3 clusters Score -1779481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1779485.875000 Penalty: 4823.728027
	Iteration 44Q: 3 clusters Score -1779486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1779486.875000 Penalty: 4823.728027
	Iteration 45Q: 3 clusters Score -1779487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1779492.375000 Penalty: 4823.728027
	Iteration 46Q: 3 clusters Score -1779492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1779497.750000 Penalty: 4823.728027
	Iteration 47Q: 3 clusters Score -1779498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1779504.250000 Penalty: 4823.728027
	Iteration 48Q: 3 clusters Score -1779504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1779504.625000 Penalty: 4823.728027
	Iteration 49Q: 3 clusters Score -1779505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1779510.750000 Penalty: 4823.728027
	Iteration 50Q: 3 clusters Score -1779511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1779517.375000 Penalty: 4823.728027
	Iteration 51Q: 3 clusters Score -1779517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1779519.625000 Penalty: 4823.728027
	Iteration 52Q: 3 clusters Score -1779520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1779527.875000 Penalty: 4823.728027
	Iteration 53Q: 3 clusters Score -1779528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1779531.500000 Penalty: 4823.728027
	Iteration 54Q: 3 clusters Score -1779532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1779535.500000 Penalty: 4823.728027
	Iteration 55Q: 3 clusters Score -1779536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1779539.875000 Penalty: 4823.728027
	Iteration 56Q: 3 clusters Score -1779540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1779549.250000 Penalty: 4823.728027
	Iteration 57Q: 3 clusters Score -1779549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1779547.625000 Penalty: 4823.728027
	Iteration 58Q: 3 clusters Score -1779548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1779549.500000 Penalty: 4823.728027
	Iteration 59Q: 3 clusters Score -1779550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1779550.750000 Penalty: 4823.728027
	Iteration 60F: 3 clusters Score -1779551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1779557.125000 Penalty: 4823.728027
	Iteration 61Q: 3 clusters Score -1779557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1779559.500000 Penalty: 4823.728027
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14450 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1779564 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1779572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1779574 nChanged 28
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Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1779582 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1779587 nChanged 28
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Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1779593 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14520 members 
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	Iteration 69Q: 3 clusters Score -1779598 nChanged 38
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Mstep: Class 1 contains 14530 members 
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	Iteration 70Q: 3 clusters Score -1779616 nChanged 34
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Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1779626 nChanged 44
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Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2167 members 
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	Iteration 72Q: 3 clusters Score -1779646 nChanged 53
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Mstep: Class 1 contains 14589 members 
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	Iteration 73Q: 3 clusters Score -1779673 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14618 members 
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	Iteration 74Q: 3 clusters Score -1779689 nChanged 56
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Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2087 members 
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	Iteration 75Q: 3 clusters Score -1779708 nChanged 46
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Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 2079 members 
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Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2075 members 
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Mstep: Class 1 contains 14664 members 
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	Iteration 78Q: 3 clusters Score -1779742 nChanged 34
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Mstep: Class 1 contains 14666 members 
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	Iteration 79Q: 3 clusters Score -1779752 nChanged 53
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Mstep: Class 1 contains 14681 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1779768 nChanged 61
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Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 2043 members 
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	Iteration 81Q: 3 clusters Score -1779795 nChanged 58
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Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 2029 members 
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	Iteration 82Q: 3 clusters Score -1779818 nChanged 56
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Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 2027 members 
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	Iteration 83Q: 3 clusters Score -1779839 nChanged 65
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Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 2018 members 
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	Iteration 84Q: 3 clusters Score -1779870 nChanged 66
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Mstep: Class 1 contains 14707 members 
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	Iteration 85Q: 3 clusters Score -1779891 nChanged 65
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Mstep: Class 1 contains 14694 members 
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	Iteration 86Q: 3 clusters Score -1779918 nChanged 75
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Mstep: Class 1 contains 14683 members 
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Mstep: Class 1 contains 14678 members 
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Mstep: Class 1 contains 14693 members 
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	Iteration 89Q: 3 clusters Score -1780016 nChanged 73
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Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 2049 members 
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Mstep: Class 1 contains 14689 members 
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Mstep: Class 1 contains 14682 members 
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Mstep: Class 1 contains 14661 members 
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Mstep: Class 1 contains 14638 members 
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	Iteration 94Q: 3 clusters Score -1780122 nChanged 65
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Mstep: Class 1 contains 14514 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14491 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1780225 nChanged 56
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Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 2268 members 
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	Iteration 100F: 3 clusters Score -1780244 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14447 members 
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	Iteration 101Q: 3 clusters Score -1780269 nChanged 69
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Mstep: Class 1 contains 14418 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1780294 nChanged 75
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Mstep: Class 1 contains 14383 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1780324 nChanged 77
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Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 2385 members 
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	Iteration 104Q: 3 clusters Score -1780353 nChanged 66
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Mstep: Class 1 contains 14326 members 
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	Iteration 105Q: 3 clusters Score -1780368 nChanged 64
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Mstep: Class 1 contains 14294 members 
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	Iteration 106Q: 3 clusters Score -1780385 nChanged 53
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Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2466 members 
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	Iteration 107Q: 3 clusters Score -1780396 nChanged 52
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Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2482 members 
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	Iteration 108Q: 3 clusters Score -1780412 nChanged 42
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Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2502 members 
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	Iteration 109Q: 3 clusters Score -1780421 nChanged 38
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Mstep: Class 1 contains 14207 members 
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	Iteration 110Q: 3 clusters Score -1780429 nChanged 29
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Mstep: Class 1 contains 14190 members 
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	Iteration 111Q: 3 clusters Score -1780436 nChanged 25
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Mstep: Class 1 contains 14179 members 
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	Iteration 112Q: 3 clusters Score -1780444 nChanged 20
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Mstep: Class 1 contains 14171 members 
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	Iteration 113Q: 3 clusters Score -1780443 nChanged 23
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	Iteration 114Q: 3 clusters Score -1780449 nChanged 27
Entering Unmasked Mstep 
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	Iteration 115Q: 3 clusters Score -1780452 nChanged 25
Entering Unmasked Mstep 
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	Iteration 116Q: 3 clusters Score -1780460 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14115 members 
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	Iteration 117Q: 3 clusters Score -1780464 nChanged 29
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Mstep: Class 1 contains 14098 members 
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	Iteration 118Q: 3 clusters Score -1780471 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14076 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1780485 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14058 members 
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	Iteration 120F: 3 clusters Score -1780487 nChanged 24
Entering Unmasked Mstep 
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	Iteration 121Q: 3 clusters Score -1780493 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14022 members 
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	Iteration 122Q: 3 clusters Score -1780503 nChanged 36
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Mstep: Class 1 contains 13998 members 
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	Iteration 123Q: 3 clusters Score -1780509 nChanged 24
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Mstep: Class 1 contains 13982 members 
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	Iteration 124Q: 3 clusters Score -1780517 nChanged 21
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Mstep: Class 1 contains 13963 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1780519 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13948 members 
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	Iteration 126Q: 3 clusters Score -1780525 nChanged 21
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Mstep: Class 1 contains 13933 members 
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	Iteration 127Q: 3 clusters Score -1780529 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13916 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1780524 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13904 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1780532 nChanged 22
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Mstep: Class 1 contains 13886 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1780537 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13871 members 
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	Iteration 131Q: 3 clusters Score -1780546 nChanged 26
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Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1780553 nChanged 21
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Mstep: Class 1 contains 13834 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1780557 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13813 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1780561 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13791 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1780565 nChanged 28
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	Iteration 136Q: 3 clusters Score -1780571 nChanged 34
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	Iteration 137Q: 3 clusters Score -1780577 nChanged 39
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Mstep: Class 1 contains 13706 members 
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	Iteration 138Q: 3 clusters Score -1780587 nChanged 45
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Mstep: Class 1 contains 13671 members 
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	Iteration 139Q: 3 clusters Score -1780598 nChanged 32
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Mstep: Class 1 contains 13645 members 
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	Iteration 140F: 3 clusters Score -1780601 nChanged 33
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Mstep: Class 1 contains 13616 members 
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	Iteration 141Q: 3 clusters Score -1780608 nChanged 22
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Mstep: Class 1 contains 13596 members 
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	Iteration 142Q: 3 clusters Score -1780616 nChanged 30
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Mstep: Class 1 contains 13578 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1780620 nChanged 20
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Mstep: Class 1 contains 13566 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1780625 nChanged 13
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Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1780629 nChanged 14
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Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1780634 nChanged 21
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Mstep: Class 1 contains 13532 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1780634 nChanged 28
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Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1780642.750000 Penalty: 4823.728027
	Iteration 148Q: 3 clusters Score -1780643 nChanged 31
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Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1780645.500000 Penalty: 4823.728027
	Iteration 149Q: 3 clusters Score -1780646 nChanged 29
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Mstep: Class 1 contains 13466 members 
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Entering Unmasked Estep 
Score: -1780649.750000 Penalty: 4823.728027
	Iteration 150Q: 3 clusters Score -1780650 nChanged 28
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Mstep: Class 1 contains 13444 members 
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Entering Unmasked Estep 
Score: -1780655.125000 Penalty: 4823.728027
	Iteration 151Q: 3 clusters Score -1780655 nChanged 24
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Mstep: Class 1 contains 13430 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1780658 nChanged 21
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Mstep: Class 1 contains 13423 members 
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Entering Unmasked Estep 
Score: -1780662.250000 Penalty: 4823.728027
	Iteration 153Q: 3 clusters Score -1780662 nChanged 30
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Mstep: Class 1 contains 13405 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1780671 nChanged 25
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Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1780678.125000 Penalty: 4823.728027
	Iteration 155Q: 3 clusters Score -1780678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1780680.750000 Penalty: 4823.728027
	Iteration 156Q: 3 clusters Score -1780681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1780687.000000 Penalty: 4823.728027
	Iteration 157Q: 3 clusters Score -1780687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1780685.625000 Penalty: 4823.728027
	Iteration 158Q: 3 clusters Score -1780686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1780692.625000 Penalty: 4823.728027
	Iteration 159Q: 3 clusters Score -1780693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1780698.875000 Penalty: 4823.728027
	Iteration 160F: 3 clusters Score -1780699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1780699.500000 Penalty: 4823.728027
	Iteration 161Q: 3 clusters Score -1780700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1780701.375000 Penalty: 4823.728027
	Iteration 162Q: 3 clusters Score -1780701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1780706.625000 Penalty: 4823.728027
	Iteration 163Q: 3 clusters Score -1780707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1780708.125000 Penalty: 4823.728027
	Iteration 164Q: 3 clusters Score -1780708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1780717.750000 Penalty: 4823.728027
	Iteration 165Q: 3 clusters Score -1780718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1780712.750000 Penalty: 4823.728027
	Iteration 166Q: 3 clusters Score -1780713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1780712.375000 Penalty: 4823.728027
	Iteration 167Q: 3 clusters Score -1780712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1780720.000000 Penalty: 4823.728027
	Iteration 168Q: 3 clusters Score -1780720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1780725.625000 Penalty: 4823.728027
	Iteration 169Q: 3 clusters Score -1780726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1780729.375000 Penalty: 4823.728027
	Iteration 170Q: 3 clusters Score -1780729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1780729.125000 Penalty: 4823.728027
	Iteration 171Q: 3 clusters Score -1780729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1780728.250000 Penalty: 4823.728027
	Iteration 172Q: 3 clusters Score -1780728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1780728.125000 Penalty: 4823.728027
	Iteration 173Q: 3 clusters Score -1780728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1780726.875000 Penalty: 4823.728027
	Iteration 174Q: 3 clusters Score -1780727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1780730.375000 Penalty: 4823.728027
	Iteration 175Q: 3 clusters Score -1780730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1780731.500000 Penalty: 4823.728027
	Iteration 176Q: 3 clusters Score -1780732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1780736.875000 Penalty: 4823.728027
	Iteration 177Q: 3 clusters Score -1780737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1780741.625000 Penalty: 4823.728027
	Iteration 178Q: 3 clusters Score -1780742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1780742.750000 Penalty: 4823.728027
	Iteration 179Q: 3 clusters Score -1780743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1780741.125000 Penalty: 4823.728027
	Iteration 180F: 3 clusters Score -1780741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1780743.000000 Penalty: 4823.728027
	Iteration 181Q: 3 clusters Score -1780743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1780749.500000 Penalty: 4823.728027
	Iteration 182Q: 3 clusters Score -1780750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1780749.875000 Penalty: 4823.728027
	Iteration 183Q: 3 clusters Score -1780750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1780748.500000 Penalty: 4823.728027
	Iteration 184Q: 3 clusters Score -1780748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1780752.750000 Penalty: 4823.728027
	Iteration 185Q: 3 clusters Score -1780753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1780756.500000 Penalty: 4823.728027
	Iteration 186Q: 3 clusters Score -1780756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1780762.125000 Penalty: 4823.728027
	Iteration 187Q: 3 clusters Score -1780762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1780759.875000 Penalty: 4823.728027
	Iteration 188Q: 3 clusters Score -1780760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1780759.875000 Penalty: 4823.728027
	Iteration 189Q: 3 clusters Score -1780760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1780762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1780760.375000 Penalty: 4823.728027
	Iteration 191Q: 3 clusters Score -1780760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1780758.625000 Penalty: 4823.728027
	Iteration 192Q: 3 clusters Score -1780759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1780761.125000 Penalty: 4823.728027
	Iteration 193Q: 3 clusters Score -1780761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1780761.500000 Penalty: 4823.728027
	Iteration 194Q: 3 clusters Score -1780762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1780761.000000 Penalty: 4823.728027
	Iteration 195Q: 3 clusters Score -1780761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1780761.625000 Penalty: 4823.728027
	Iteration 196Q: 3 clusters Score -1780762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1780762.125000 Penalty: 4823.728027
	Iteration 197Q: 3 clusters Score -1780762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1780763.125000 Penalty: 4823.728027
	Iteration 198Q: 3 clusters Score -1780763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1780763.250000 Penalty: 4823.728027
	Iteration 199Q: 3 clusters Score -1780763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1780766.125000 Penalty: 4823.728027
	Iteration 200F: 3 clusters Score -1780766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1780766.750000 Penalty: 4823.728027
	Iteration 201Q: 3 clusters Score -1780767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1780768.500000 Penalty: 4823.728027
	Iteration 202Q: 3 clusters Score -1780768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1780767.250000 Penalty: 4823.728027
	Iteration 203Q: 3 clusters Score -1780767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1780771.750000 Penalty: 4823.728027
	Iteration 204Q: 3 clusters Score -1780772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1780775.500000 Penalty: 4823.728027
	Iteration 205Q: 3 clusters Score -1780776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1780775.125000 Penalty: 4823.728027
	Iteration 206Q: 3 clusters Score -1780775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1780772.250000 Penalty: 4823.728027
	Iteration 207Q: 3 clusters Score -1780772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1780775.250000 Penalty: 4823.728027
	Iteration 208Q: 3 clusters Score -1780775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1780774.125000 Penalty: 4823.728027
	Iteration 209Q: 3 clusters Score -1780774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1780775.000000 Penalty: 4823.728027
	Iteration 210Q: 3 clusters Score -1780775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1780777.750000 Penalty: 4823.728027
	Iteration 211Q: 3 clusters Score -1780778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1780780.000000 Penalty: 4823.728027
	Iteration 212Q: 3 clusters Score -1780780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1780778.750000 Penalty: 4823.728027
	Iteration 213Q: 3 clusters Score -1780779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1780779.375000 Penalty: 4823.728027
	Iteration 214Q: 3 clusters Score -1780779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1780781.500000 Penalty: 4823.728027
	Iteration 215Q: 3 clusters Score -1780782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1780784.500000 Penalty: 4823.728027
	Iteration 216Q: 3 clusters Score -1780784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1780788.875000 Penalty: 4823.728027
	Iteration 217Q: 3 clusters Score -1780789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1780787.000000 Penalty: 4823.728027
	Iteration 218Q: 3 clusters Score -1780787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1780789.125000 Penalty: 4823.728027
	Iteration 219Q: 3 clusters Score -1780789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1780788.625000 Penalty: 4823.728027
	Iteration 220F: 3 clusters Score -1780789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1780796.000000 Penalty: 4823.728027
	Iteration 221Q: 3 clusters Score -1780796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1780795.750000 Penalty: 4823.728027
	Iteration 222Q: 3 clusters Score -1780796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1780794.000000 Penalty: 4823.728027
	Iteration 223Q: 3 clusters Score -1780794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1780789.625000 Penalty: 4823.728027
	Iteration 224Q: 3 clusters Score -1780790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1780795.000000 Penalty: 4823.728027
	Iteration 225Q: 3 clusters Score -1780795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1780798.000000 Penalty: 4823.728027
	Iteration 226Q: 3 clusters Score -1780798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1780798.625000 Penalty: 4823.728027
	Iteration 227Q: 3 clusters Score -1780799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1780801.625000 Penalty: 4823.728027
	Iteration 228Q: 3 clusters Score -1780802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1780805.125000 Penalty: 4823.728027
	Iteration 229Q: 3 clusters Score -1780805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1780806.750000 Penalty: 4823.728027
	Iteration 230Q: 3 clusters Score -1780807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1780803.250000 Penalty: 4823.728027
	Iteration 231Q: 3 clusters Score -1780803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1780803.375000 Penalty: 4823.728027
	Iteration 232Q: 3 clusters Score -1780803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1780800.750000 Penalty: 4823.728027
	Iteration 233Q: 3 clusters Score -1780801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1780802.750000 Penalty: 4823.728027
	Iteration 234Q: 3 clusters Score -1780803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1780802.875000 Penalty: 4823.728027
	Iteration 235Q: 3 clusters Score -1780803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1780802.625000 Penalty: 4823.728027
	Iteration 236Q: 3 clusters Score -1780803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1780803.125000 Penalty: 4823.728027
	Iteration 237Q: 3 clusters Score -1780803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1780805.000000 Penalty: 4823.728027
	Iteration 238Q: 3 clusters Score -1780805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1780806.250000 Penalty: 4823.728027
	Iteration 239Q: 3 clusters Score -1780806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1780805.000000 Penalty: 4823.728027
	Iteration 240F: 3 clusters Score -1780805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1780806.875000 Penalty: 4823.728027
	Iteration 241Q: 3 clusters Score -1780807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1780807.125000 Penalty: 4823.728027
	Iteration 242Q: 3 clusters Score -1780807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1780807.125000 Penalty: 4823.728027
	Iteration 243F: 3 clusters Score -1780807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -113619.164062 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -113619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111667.617188 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -111667.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112005.570312 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -112005.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112129.000000 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -112129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -112221.820312 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -112221.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112287.992188 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -112288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -112331.843750 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -112331.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112363.117188 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -112363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -112388.382812 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -112388.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -112404.000000 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -112404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -112415.406250 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -112415.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -112419.710938 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -112419.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -112425.148438 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -112425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -112428.031250 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -112428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -112431.710938 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -112431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -112438.398438 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -112438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -112443.031250 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -112443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -112443.031250 Penalty: 3454.679688
	Iteration 16F: 3 clusters Score -112443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Entering Unmasked Estep 
Score: -788681.750000 Penalty: 2192.535645
	Iteration 0F: 2 clusters Score -788681.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -782961.375000 Penalty: 4385.071289
	Iteration 0F: 3 clusters Score -782961.4 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -784472.812500 Penalty: 4385.071289
	Iteration 1F: 3 clusters Score -784472.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -784739.812500 Penalty: 4385.071289
	Iteration 2F: 3 clusters Score -784739.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -784953.687500 Penalty: 4385.071289
	Iteration 3F: 3 clusters Score -784953.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -785122.750000 Penalty: 4385.071289
	Iteration 4Q: 3 clusters Score -785122.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -785280.875000 Penalty: 4385.071289
	Iteration 5Q: 3 clusters Score -785280.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -785413.437500 Penalty: 4385.071289
	Iteration 6Q: 3 clusters Score -785413.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -785539.687500 Penalty: 4385.071289
	Iteration 7Q: 3 clusters Score -785539.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -785675.062500 Penalty: 4385.071289
	Iteration 8Q: 3 clusters Score -785675.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -785800.437500 Penalty: 4385.071289
	Iteration 9Q: 3 clusters Score -785800.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -785928.062500 Penalty: 4385.071289
	Iteration 10Q: 3 clusters Score -785928.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -786051.000000 Penalty: 4385.071289
	Iteration 11Q: 3 clusters Score -786051 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -786164.062500 Penalty: 4385.071289
	Iteration 12Q: 3 clusters Score -786164.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -786253.687500 Penalty: 4385.071289
	Iteration 13Q: 3 clusters Score -786253.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -786320.750000 Penalty: 4385.071289
	Iteration 14Q: 3 clusters Score -786320.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -786380.687500 Penalty: 4385.071289
	Iteration 15Q: 3 clusters Score -786380.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -786429.750000 Penalty: 4385.071289
	Iteration 16Q: 3 clusters Score -786429.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -786471.812500 Penalty: 4385.071289
	Iteration 17Q: 3 clusters Score -786471.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -786509.062500 Penalty: 4385.071289
	Iteration 18Q: 3 clusters Score -786509.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -786539.125000 Penalty: 4385.071289
	Iteration 19Q: 3 clusters Score -786539.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -786565.562500 Penalty: 4385.071289
	Iteration 20F: 3 clusters Score -786565.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -786596.125000 Penalty: 4385.071289
	Iteration 21Q: 3 clusters Score -786596.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -786629.437500 Penalty: 4385.071289
	Iteration 22Q: 3 clusters Score -786629.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -786655.062500 Penalty: 4385.071289
	Iteration 23Q: 3 clusters Score -786655.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -786682.625000 Penalty: 4385.071289
	Iteration 24Q: 3 clusters Score -786682.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -786706.625000 Penalty: 4385.071289
	Iteration 25Q: 3 clusters Score -786706.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -786729.437500 Penalty: 4385.071289
	Iteration 26Q: 3 clusters Score -786729.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -786749.500000 Penalty: 4385.071289
	Iteration 27Q: 3 clusters Score -786749.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -786763.937500 Penalty: 4385.071289
	Iteration 28Q: 3 clusters Score -786763.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -786768.750000 Penalty: 4385.071289
	Iteration 29Q: 3 clusters Score -786768.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -786775.687500 Penalty: 4385.071289
	Iteration 30Q: 3 clusters Score -786775.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -786781.500000 Penalty: 4385.071289
	Iteration 31Q: 3 clusters Score -786781.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -786786.062500 Penalty: 4385.071289
	Iteration 32Q: 3 clusters Score -786786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -786787.187500 Penalty: 4385.071289
	Iteration 33Q: 3 clusters Score -786787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -786788.375000 Penalty: 4385.071289
	Iteration 34Q: 3 clusters Score -786788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -786788.562500 Penalty: 4385.071289
	Iteration 35Q: 3 clusters Score -786788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -786793.312500 Penalty: 4385.071289
	Iteration 36Q: 3 clusters Score -786793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -786794.062500 Penalty: 4385.071289
	Iteration 37Q: 3 clusters Score -786794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -786797.375000 Penalty: 4385.071289
	Iteration 38Q: 3 clusters Score -786797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -786800.687500 Penalty: 4385.071289
	Iteration 39Q: 3 clusters Score -786800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -786802.687500 Penalty: 4385.071289
	Iteration 40F: 3 clusters Score -786802.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -786804.562500 Penalty: 4385.071289
	Iteration 41Q: 3 clusters Score -786804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -786803.625000 Penalty: 4385.071289
	Iteration 42Q: 3 clusters Score -786803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -786805.312500 Penalty: 4385.071289
	Iteration 43Q: 3 clusters Score -786805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -786807.000000 Penalty: 4385.071289
	Iteration 44Q: 3 clusters Score -786807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -786807.625000 Penalty: 4385.071289
	Iteration 45Q: 3 clusters Score -786807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -786807.562500 Penalty: 4385.071289
	Iteration 46Q: 3 clusters Score -786807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -786808.250000 Penalty: 4385.071289
	Iteration 47Q: 3 clusters Score -786808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -786808.250000 Penalty: 4385.071289
	Iteration 48F: 3 clusters Score -786808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (7081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Entering Unmasked Estep 
Score: -644368.875000 Penalty: 2198.562256
	Iteration 0F: 2 clusters Score -644368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -638553.375000 Penalty: 4397.124512
	Iteration 0F: 3 clusters Score -638553.4 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -640216.500000 Penalty: 4397.124512
	Iteration 1F: 3 clusters Score -640216.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -640586.375000 Penalty: 4397.124512
	Iteration 2F: 3 clusters Score -640586.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -640889.187500 Penalty: 4397.124512
	Iteration 3F: 3 clusters Score -640889.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -641174.250000 Penalty: 4397.124512
	Iteration 4F: 3 clusters Score -641174.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -641464.062500 Penalty: 4397.124512
	Iteration 5F: 3 clusters Score -641464.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -641710.187500 Penalty: 4397.124512
	Iteration 6Q: 3 clusters Score -641710.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -641917.375000 Penalty: 4397.124512
	Iteration 7Q: 3 clusters Score -641917.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -642069.812500 Penalty: 4397.124512
	Iteration 8Q: 3 clusters Score -642069.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -642185.750000 Penalty: 4397.124512
	Iteration 9Q: 3 clusters Score -642185.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -642290.812500 Penalty: 4397.124512
	Iteration 10Q: 3 clusters Score -642290.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -642392.000000 Penalty: 4397.124512
	Iteration 11Q: 3 clusters Score -642392 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -642490.250000 Penalty: 4397.124512
	Iteration 12Q: 3 clusters Score -642490.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -642571.437500 Penalty: 4397.124512
	Iteration 13Q: 3 clusters Score -642571.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -642669.062500 Penalty: 4397.124512
	Iteration 14Q: 3 clusters Score -642669.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -642777.500000 Penalty: 4397.124512
	Iteration 15Q: 3 clusters Score -642777.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -642933.625000 Penalty: 4397.124512
	Iteration 16Q: 3 clusters Score -642933.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -643116.437500 Penalty: 4397.124512
	Iteration 17Q: 3 clusters Score -643116.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -643198.312500 Penalty: 4397.124512
	Iteration 18Q: 3 clusters Score -643198.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -643247.125000 Penalty: 4397.124512
	Iteration 19Q: 3 clusters Score -643247.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -643280.000000 Penalty: 4397.124512
	Iteration 20F: 3 clusters Score -643280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -643310.375000 Penalty: 4397.124512
	Iteration 21Q: 3 clusters Score -643310.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -643335.562500 Penalty: 4397.124512
	Iteration 22Q: 3 clusters Score -643335.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -643367.687500 Penalty: 4397.124512
	Iteration 23Q: 3 clusters Score -643367.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -643396.687500 Penalty: 4397.124512
	Iteration 24Q: 3 clusters Score -643396.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -643425.750000 Penalty: 4397.124512
	Iteration 25Q: 3 clusters Score -643425.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -643447.812500 Penalty: 4397.124512
	Iteration 26Q: 3 clusters Score -643447.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -643464.875000 Penalty: 4397.124512
	Iteration 27Q: 3 clusters Score -643464.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -643478.062500 Penalty: 4397.124512
	Iteration 28Q: 3 clusters Score -643478.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -643495.062500 Penalty: 4397.124512
	Iteration 29Q: 3 clusters Score -643495.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -643516.812500 Penalty: 4397.124512
	Iteration 30Q: 3 clusters Score -643516.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -643540.312500 Penalty: 4397.124512
	Iteration 31Q: 3 clusters Score -643540.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -643574.500000 Penalty: 4397.124512
	Iteration 32Q: 3 clusters Score -643574.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -643610.500000 Penalty: 4397.124512
	Iteration 33Q: 3 clusters Score -643610.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -643664.000000 Penalty: 4397.124512
	Iteration 34Q: 3 clusters Score -643664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -643723.187500 Penalty: 4397.124512
	Iteration 35Q: 3 clusters Score -643723.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -643800.750000 Penalty: 4397.124512
	Iteration 36Q: 3 clusters Score -643800.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -643874.687500 Penalty: 4397.124512
	Iteration 37Q: 3 clusters Score -643874.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -643950.875000 Penalty: 4397.124512
	Iteration 38Q: 3 clusters Score -643950.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -644037.625000 Penalty: 4397.124512
	Iteration 39Q: 3 clusters Score -644037.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -644141.625000 Penalty: 4397.124512
	Iteration 40F: 3 clusters Score -644141.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -644266.750000 Penalty: 4397.124512
	Iteration 41Q: 3 clusters Score -644266.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -644417.062500 Penalty: 4397.124512
	Iteration 42Q: 3 clusters Score -644417.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -644632.562500 Penalty: 4397.124512
	Iteration 43Q: 3 clusters Score -644632.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -644925.562500 Penalty: 4397.124512
	Iteration 44Q: 3 clusters Score -644925.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -645113.437500 Penalty: 4397.124512
	Iteration 45Q: 3 clusters Score -645113.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -645160.562500 Penalty: 4397.124512
	Iteration 46Q: 3 clusters Score -645160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -645170.750000 Penalty: 4397.124512
	Iteration 47Q: 3 clusters Score -645170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -645173.687500 Penalty: 4397.124512
	Iteration 48Q: 3 clusters Score -645173.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -645173.437500 Penalty: 4397.124512
	Iteration 49Q: 3 clusters Score -645173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -645173.437500 Penalty: 4397.124512
	Iteration 50F: 3 clusters Score -645173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 17891 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 390 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 7272 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 59632 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Mstep: Class 57 contains 37045 members 
Mstep: Class 58 contains 1872 members 
Mstep: Class 59 contains 2710 members 
Mstep: Class 60 contains 5326 members 
Entering Unmasked Estep 
Score: -139252448.000000 Penalty: 209383.000000
Splitting cluster 47 changes total score from -139245456.000000 to -139252448.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 48 (59632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Entering Unmasked Estep 
Score: -6273963.500000 Penalty: 2726.995117
	Iteration 0F: 2 clusters Score -6273964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -6233919.500000 Penalty: 5453.990234
	Iteration 0F: 3 clusters Score -6233920 nChanged 27738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -6250294.500000 Penalty: 5453.990234
	Iteration 1F: 3 clusters Score -6250294 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -6251766.000000 Penalty: 5453.990234
	Iteration 2F: 3 clusters Score -6251766 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -6253663.000000 Penalty: 5453.990234
	Iteration 3F: 3 clusters Score -6253663 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -6255970.500000 Penalty: 5453.990234
	Iteration 4F: 3 clusters Score -6255970 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -6258707.500000 Penalty: 5453.990234
	Iteration 5F: 3 clusters Score -6258708 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -6261549.000000 Penalty: 5453.990234
	Iteration 6F: 3 clusters Score -6261549 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -6264123.000000 Penalty: 5453.990234
	Iteration 7F: 3 clusters Score -6264123 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -6266450.000000 Penalty: 5453.990234
	Iteration 8F: 3 clusters Score -6266450 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -6268225.000000 Penalty: 5453.990234
	Iteration 9Q: 3 clusters Score -6268225 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -6269531.500000 Penalty: 5453.990234
	Iteration 10Q: 3 clusters Score -6269532 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -6270419.500000 Penalty: 5453.990234
	Iteration 11Q: 3 clusters Score -6270420 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -6271019.000000 Penalty: 5453.990234
	Iteration 12Q: 3 clusters Score -6271019 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -6271411.000000 Penalty: 5453.990234
	Iteration 13Q: 3 clusters Score -6271411 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -6271614.500000 Penalty: 5453.990234
	Iteration 14Q: 3 clusters Score -6271614 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -6271760.500000 Penalty: 5453.990234
	Iteration 15Q: 3 clusters Score -6271760 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -6271887.000000 Penalty: 5453.990234
	Iteration 16Q: 3 clusters Score -6271887 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -6271968.000000 Penalty: 5453.990234
	Iteration 17Q: 3 clusters Score -6271968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -6272025.500000 Penalty: 5453.990234
	Iteration 18Q: 3 clusters Score -6272026 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -6272083.500000 Penalty: 5453.990234
	Iteration 19Q: 3 clusters Score -6272084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -6272122.000000 Penalty: 5453.990234
	Iteration 20F: 3 clusters Score -6272122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -6272191.500000 Penalty: 5453.990234
	Iteration 21Q: 3 clusters Score -6272192 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -6272252.500000 Penalty: 5453.990234
	Iteration 22Q: 3 clusters Score -6272252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -6272321.000000 Penalty: 5453.990234
	Iteration 23Q: 3 clusters Score -6272321 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -6272428.000000 Penalty: 5453.990234
	Iteration 24Q: 3 clusters Score -6272428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -6272544.500000 Penalty: 5453.990234
	Iteration 25Q: 3 clusters Score -6272544 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -6272674.500000 Penalty: 5453.990234
	Iteration 26Q: 3 clusters Score -6272674 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -6272834.000000 Penalty: 5453.990234
	Iteration 27Q: 3 clusters Score -6272834 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -6273045.000000 Penalty: 5453.990234
	Iteration 28Q: 3 clusters Score -6273045 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -6273252.500000 Penalty: 5453.990234
	Iteration 29Q: 3 clusters Score -6273252 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -6273459.500000 Penalty: 5453.990234
	Iteration 30Q: 3 clusters Score -6273460 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -6273636.000000 Penalty: 5453.990234
	Iteration 31Q: 3 clusters Score -6273636 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -6273789.500000 Penalty: 5453.990234
	Iteration 32Q: 3 clusters Score -6273790 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -6273900.000000 Penalty: 5453.990234
	Iteration 33Q: 3 clusters Score -6273900 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -6273998.500000 Penalty: 5453.990234
	Iteration 34Q: 3 clusters Score -6273998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -6274053.000000 Penalty: 5453.990234
	Iteration 35Q: 3 clusters Score -6274053 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -6274092.500000 Penalty: 5453.990234
	Iteration 36Q: 3 clusters Score -6274092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -6274125.500000 Penalty: 5453.990234
	Iteration 37Q: 3 clusters Score -6274126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -6274158.000000 Penalty: 5453.990234
	Iteration 38Q: 3 clusters Score -6274158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -6274179.500000 Penalty: 5453.990234
	Iteration 39Q: 3 clusters Score -6274180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -6274354.000000 Penalty: 5453.990234
	Iteration 40F: 3 clusters Score -6274354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -6274461.000000 Penalty: 5453.990234
	Iteration 41Q: 3 clusters Score -6274461 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -6274521.000000 Penalty: 5453.990234
	Iteration 42Q: 3 clusters Score -6274521 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -6274571.000000 Penalty: 5453.990234
	Iteration 43Q: 3 clusters Score -6274571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -6274589.500000 Penalty: 5453.990234
	Iteration 44Q: 3 clusters Score -6274590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -6274602.000000 Penalty: 5453.990234
	Iteration 45Q: 3 clusters Score -6274602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -6274618.000000 Penalty: 5453.990234
	Iteration 46Q: 3 clusters Score -6274618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -6274637.500000 Penalty: 5453.990234
	Iteration 47Q: 3 clusters Score -6274638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -6274652.500000 Penalty: 5453.990234
	Iteration 48Q: 3 clusters Score -6274652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -6274685.500000 Penalty: 5453.990234
	Iteration 49Q: 3 clusters Score -6274686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -6274687.000000 Penalty: 5453.990234
	Iteration 50Q: 3 clusters Score -6274687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -6274764.500000 Penalty: 5453.990234
	Iteration 51Q: 3 clusters Score -6274764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -6274821.500000 Penalty: 5453.990234
	Iteration 52Q: 3 clusters Score -6274822 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -6274887.500000 Penalty: 5453.990234
	Iteration 53Q: 3 clusters Score -6274888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -6274946.000000 Penalty: 5453.990234
	Iteration 54Q: 3 clusters Score -6274946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -6274946.500000 Penalty: 5453.990234
	Iteration 55Q: 3 clusters Score -6274946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -6274955.500000 Penalty: 5453.990234
	Iteration 56Q: 3 clusters Score -6274956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -6274966.500000 Penalty: 5453.990234
	Iteration 57Q: 3 clusters Score -6274966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -6274966.500000 Penalty: 5453.990234
	Iteration 58Q: 3 clusters Score -6274966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -6274963.000000 Penalty: 5453.990234
	Iteration 59Q: 3 clusters Score -6274963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -6274967.000000 Penalty: 5453.990234
	Iteration 60F: 3 clusters Score -6274967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -6274980.500000 Penalty: 5453.990234
	Iteration 61Q: 3 clusters Score -6274980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -6274980.000000 Penalty: 5453.990234
	Iteration 62Q: 3 clusters Score -6274980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -6274978.000000 Penalty: 5453.990234
	Iteration 63Q: 3 clusters Score -6274978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -6274976.500000 Penalty: 5453.990234
	Iteration 64Q: 3 clusters Score -6274976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -6274978.500000 Penalty: 5453.990234
	Iteration 65Q: 3 clusters Score -6274978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -6274978.500000 Penalty: 5453.990234
	Iteration 66Q: 3 clusters Score -6274978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -6274980.500000 Penalty: 5453.990234
	Iteration 67Q: 3 clusters Score -6274980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -6274980.500000 Penalty: 5453.990234
	Iteration 68Q: 3 clusters Score -6274980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -6274980.500000 Penalty: 5453.990234
	Iteration 69F: 3 clusters Score -6274980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 17891 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 390 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 7272 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 2830 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 736 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Mstep: Class 57 contains 37045 members 
Mstep: Class 58 contains 1872 members 
Mstep: Class 59 contains 2710 members 
Mstep: Class 60 contains 5326 members 
Mstep: Class 61 contains 56802 members 
Entering Unmasked Estep 
Score: -139252720.000000 Penalty: 212872.718750
Splitting cluster 48 changes total score from -139245456.000000 to -139252720.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 49 (23988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Entering Unmasked Estep 
Score: -2740460.500000 Penalty: 2501.156738
	Iteration 0F: 2 clusters Score -2740460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2723908.750000 Penalty: 5002.313477
	Iteration 0F: 3 clusters Score -2723909 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2729809.500000 Penalty: 5002.313477
	Iteration 1F: 3 clusters Score -2729810 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2730561.250000 Penalty: 5002.313477
	Iteration 2F: 3 clusters Score -2730561 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2731383.500000 Penalty: 5002.313477
	Iteration 3F: 3 clusters Score -2731384 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2732448.000000 Penalty: 5002.313477
	Iteration 4F: 3 clusters Score -2732448 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2733683.500000 Penalty: 5002.313477
	Iteration 5F: 3 clusters Score -2733684 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2734838.250000 Penalty: 5002.313477
	Iteration 6F: 3 clusters Score -2734838 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2735761.500000 Penalty: 5002.313477
	Iteration 7F: 3 clusters Score -2735762 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2736349.750000 Penalty: 5002.313477
	Iteration 8Q: 3 clusters Score -2736350 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2736704.250000 Penalty: 5002.313477
	Iteration 9Q: 3 clusters Score -2736704 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2736975.000000 Penalty: 5002.313477
	Iteration 10Q: 3 clusters Score -2736975 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2737239.750000 Penalty: 5002.313477
	Iteration 11Q: 3 clusters Score -2737240 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2737454.500000 Penalty: 5002.313477
	Iteration 12Q: 3 clusters Score -2737454 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2737645.750000 Penalty: 5002.313477
	Iteration 13Q: 3 clusters Score -2737646 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2737828.250000 Penalty: 5002.313477
	Iteration 14Q: 3 clusters Score -2737828 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2737970.750000 Penalty: 5002.313477
	Iteration 15Q: 3 clusters Score -2737971 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2738127.500000 Penalty: 5002.313477
	Iteration 16Q: 3 clusters Score -2738128 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2738257.500000 Penalty: 5002.313477
	Iteration 17Q: 3 clusters Score -2738258 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2738412.500000 Penalty: 5002.313477
	Iteration 18Q: 3 clusters Score -2738412 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2738553.500000 Penalty: 5002.313477
	Iteration 19Q: 3 clusters Score -2738554 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2738716.750000 Penalty: 5002.313477
	Iteration 20F: 3 clusters Score -2738717 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2738886.500000 Penalty: 5002.313477
	Iteration 21Q: 3 clusters Score -2738886 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2739008.250000 Penalty: 5002.313477
	Iteration 22Q: 3 clusters Score -2739008 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2739106.250000 Penalty: 5002.313477
	Iteration 23Q: 3 clusters Score -2739106 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2739169.250000 Penalty: 5002.313477
	Iteration 24Q: 3 clusters Score -2739169 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2739234.000000 Penalty: 5002.313477
	Iteration 25Q: 3 clusters Score -2739234 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2739264.000000 Penalty: 5002.313477
	Iteration 26Q: 3 clusters Score -2739264 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2739296.750000 Penalty: 5002.313477
	Iteration 27Q: 3 clusters Score -2739297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2739320.250000 Penalty: 5002.313477
	Iteration 28Q: 3 clusters Score -2739320 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2739342.250000 Penalty: 5002.313477
	Iteration 29Q: 3 clusters Score -2739342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2739362.500000 Penalty: 5002.313477
	Iteration 30Q: 3 clusters Score -2739362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2739384.250000 Penalty: 5002.313477
	Iteration 31Q: 3 clusters Score -2739384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2739400.250000 Penalty: 5002.313477
	Iteration 32Q: 3 clusters Score -2739400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2739410.250000 Penalty: 5002.313477
	Iteration 33Q: 3 clusters Score -2739410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2739427.750000 Penalty: 5002.313477
	Iteration 34Q: 3 clusters Score -2739428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2739446.500000 Penalty: 5002.313477
	Iteration 35Q: 3 clusters Score -2739446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2739461.250000 Penalty: 5002.313477
	Iteration 36Q: 3 clusters Score -2739461 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2739472.500000 Penalty: 5002.313477
	Iteration 37Q: 3 clusters Score -2739472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2739485.000000 Penalty: 5002.313477
	Iteration 38Q: 3 clusters Score -2739485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2739489.000000 Penalty: 5002.313477
	Iteration 39Q: 3 clusters Score -2739489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2739502.750000 Penalty: 5002.313477
	Iteration 40F: 3 clusters Score -2739503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2739507.000000 Penalty: 5002.313477
	Iteration 41Q: 3 clusters Score -2739507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2739519.500000 Penalty: 5002.313477
	Iteration 42Q: 3 clusters Score -2739520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2739531.250000 Penalty: 5002.313477
	Iteration 43Q: 3 clusters Score -2739531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2739542.250000 Penalty: 5002.313477
	Iteration 44Q: 3 clusters Score -2739542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2739551.000000 Penalty: 5002.313477
	Iteration 45Q: 3 clusters Score -2739551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2739550.250000 Penalty: 5002.313477
	Iteration 46Q: 3 clusters Score -2739550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2739551.250000 Penalty: 5002.313477
	Iteration 47Q: 3 clusters Score -2739551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2739555.000000 Penalty: 5002.313477
	Iteration 48Q: 3 clusters Score -2739555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2739555.500000 Penalty: 5002.313477
	Iteration 49Q: 3 clusters Score -2739556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2739547.000000 Penalty: 5002.313477
	Iteration 50Q: 3 clusters Score -2739547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2739553.250000 Penalty: 5002.313477
	Iteration 51Q: 3 clusters Score -2739553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2739555.250000 Penalty: 5002.313477
	Iteration 52Q: 3 clusters Score -2739555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2739559.000000 Penalty: 5002.313477
	Iteration 53Q: 3 clusters Score -2739559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2739564.250000 Penalty: 5002.313477
	Iteration 54Q: 3 clusters Score -2739564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2739569.500000 Penalty: 5002.313477
	Iteration 55Q: 3 clusters Score -2739570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2739571.250000 Penalty: 5002.313477
	Iteration 56Q: 3 clusters Score -2739571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2739580.000000 Penalty: 5002.313477
	Iteration 57Q: 3 clusters Score -2739580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2739587.500000 Penalty: 5002.313477
	Iteration 58Q: 3 clusters Score -2739588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2739584.750000 Penalty: 5002.313477
	Iteration 59Q: 3 clusters Score -2739585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2739589.250000 Penalty: 5002.313477
	Iteration 60F: 3 clusters Score -2739589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2739608.000000 Penalty: 5002.313477
	Iteration 61Q: 3 clusters Score -2739608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2739618.250000 Penalty: 5002.313477
	Iteration 62Q: 3 clusters Score -2739618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2739618.000000 Penalty: 5002.313477
	Iteration 63Q: 3 clusters Score -2739618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2739635.000000 Penalty: 5002.313477
	Iteration 64Q: 3 clusters Score -2739635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2739648.750000 Penalty: 5002.313477
	Iteration 65Q: 3 clusters Score -2739649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2739658.750000 Penalty: 5002.313477
	Iteration 66Q: 3 clusters Score -2739659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2739677.750000 Penalty: 5002.313477
	Iteration 67Q: 3 clusters Score -2739678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2739690.000000 Penalty: 5002.313477
	Iteration 68Q: 3 clusters Score -2739690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2739709.750000 Penalty: 5002.313477
	Iteration 69Q: 3 clusters Score -2739710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2739711.500000 Penalty: 5002.313477
	Iteration 70Q: 3 clusters Score -2739712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2739726.000000 Penalty: 5002.313477
	Iteration 71Q: 3 clusters Score -2739726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2739736.250000 Penalty: 5002.313477
	Iteration 72Q: 3 clusters Score -2739736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2739766.500000 Penalty: 5002.313477
	Iteration 73Q: 3 clusters Score -2739766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2739783.500000 Penalty: 5002.313477
	Iteration 74Q: 3 clusters Score -2739784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2739793.500000 Penalty: 5002.313477
	Iteration 75Q: 3 clusters Score -2739794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2739812.250000 Penalty: 5002.313477
	Iteration 76Q: 3 clusters Score -2739812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2739839.750000 Penalty: 5002.313477
	Iteration 77Q: 3 clusters Score -2739840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2739847.750000 Penalty: 5002.313477
	Iteration 78Q: 3 clusters Score -2739848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2739860.500000 Penalty: 5002.313477
	Iteration 79Q: 3 clusters Score -2739860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2739877.250000 Penalty: 5002.313477
	Iteration 80F: 3 clusters Score -2739877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2739885.500000 Penalty: 5002.313477
	Iteration 81Q: 3 clusters Score -2739886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2739898.250000 Penalty: 5002.313477
	Iteration 82Q: 3 clusters Score -2739898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2739907.250000 Penalty: 5002.313477
	Iteration 83Q: 3 clusters Score -2739907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2739925.000000 Penalty: 5002.313477
	Iteration 84Q: 3 clusters Score -2739925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2739931.500000 Penalty: 5002.313477
	Iteration 85Q: 3 clusters Score -2739932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2739945.750000 Penalty: 5002.313477
	Iteration 86Q: 3 clusters Score -2739946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2739954.250000 Penalty: 5002.313477
	Iteration 87Q: 3 clusters Score -2739954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2739952.000000 Penalty: 5002.313477
	Iteration 88Q: 3 clusters Score -2739952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2739955.500000 Penalty: 5002.313477
	Iteration 89Q: 3 clusters Score -2739956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2739951.250000 Penalty: 5002.313477
	Iteration 90Q: 3 clusters Score -2739951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2739956.250000 Penalty: 5002.313477
	Iteration 91Q: 3 clusters Score -2739956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2739958.000000 Penalty: 5002.313477
	Iteration 92Q: 3 clusters Score -2739958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2739966.000000 Penalty: 5002.313477
	Iteration 93Q: 3 clusters Score -2739966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2739978.000000 Penalty: 5002.313477
	Iteration 94Q: 3 clusters Score -2739978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2739972.000000 Penalty: 5002.313477
	Iteration 95Q: 3 clusters Score -2739972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2739976.250000 Penalty: 5002.313477
	Iteration 96Q: 3 clusters Score -2739976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2739984.750000 Penalty: 5002.313477
	Iteration 97Q: 3 clusters Score -2739985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2739983.000000 Penalty: 5002.313477
	Iteration 98Q: 3 clusters Score -2739983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2739981.750000 Penalty: 5002.313477
	Iteration 99Q: 3 clusters Score -2739982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2739981.750000 Penalty: 5002.313477
	Iteration 100F: 3 clusters Score -2739982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2739983.000000 Penalty: 5002.313477
	Iteration 101Q: 3 clusters Score -2739983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2739985.000000 Penalty: 5002.313477
	Iteration 102Q: 3 clusters Score -2739985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2739986.750000 Penalty: 5002.313477
	Iteration 103Q: 3 clusters Score -2739987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2739989.250000 Penalty: 5002.313477
	Iteration 104Q: 3 clusters Score -2739989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2739990.250000 Penalty: 5002.313477
	Iteration 105Q: 3 clusters Score -2739990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2739988.500000 Penalty: 5002.313477
	Iteration 106Q: 3 clusters Score -2739988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2739988.500000 Penalty: 5002.313477
	Iteration 107F: 3 clusters Score -2739988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Entering Unmasked Estep 
Score: -1191747.625000 Penalty: 2320.908447
	Iteration 0F: 2 clusters Score -1191748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1183052.125000 Penalty: 4641.816895
	Iteration 0F: 3 clusters Score -1183052 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1185779.250000 Penalty: 4641.816895
	Iteration 1F: 3 clusters Score -1185779 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1186249.000000 Penalty: 4641.816895
	Iteration 2F: 3 clusters Score -1186249 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1186678.875000 Penalty: 4641.816895
	Iteration 3F: 3 clusters Score -1186679 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1187086.000000 Penalty: 4641.816895
	Iteration 4F: 3 clusters Score -1187086 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1187493.000000 Penalty: 4641.816895
	Iteration 5F: 3 clusters Score -1187493 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1187911.250000 Penalty: 4641.816895
	Iteration 6F: 3 clusters Score -1187911 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1188349.500000 Penalty: 4641.816895
	Iteration 7Q: 3 clusters Score -1188350 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1188748.375000 Penalty: 4641.816895
	Iteration 8Q: 3 clusters Score -1188748 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1189139.375000 Penalty: 4641.816895
	Iteration 9Q: 3 clusters Score -1189139 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1189479.750000 Penalty: 4641.816895
	Iteration 10Q: 3 clusters Score -1189480 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1189718.875000 Penalty: 4641.816895
	Iteration 11Q: 3 clusters Score -1189719 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1189872.500000 Penalty: 4641.816895
	Iteration 12Q: 3 clusters Score -1189872 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1189954.750000 Penalty: 4641.816895
	Iteration 13Q: 3 clusters Score -1189955 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1190010.000000 Penalty: 4641.816895
	Iteration 14Q: 3 clusters Score -1190010 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1190052.250000 Penalty: 4641.816895
	Iteration 15Q: 3 clusters Score -1190052 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1190094.625000 Penalty: 4641.816895
	Iteration 16Q: 3 clusters Score -1190095 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1190134.500000 Penalty: 4641.816895
	Iteration 17Q: 3 clusters Score -1190134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1190159.375000 Penalty: 4641.816895
	Iteration 18Q: 3 clusters Score -1190159 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1190174.875000 Penalty: 4641.816895
	Iteration 19Q: 3 clusters Score -1190175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1190188.000000 Penalty: 4641.816895
	Iteration 20F: 3 clusters Score -1190188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1190192.250000 Penalty: 4641.816895
	Iteration 21Q: 3 clusters Score -1190192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1190199.500000 Penalty: 4641.816895
	Iteration 22Q: 3 clusters Score -1190200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1190209.750000 Penalty: 4641.816895
	Iteration 23Q: 3 clusters Score -1190210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1190210.875000 Penalty: 4641.816895
	Iteration 24Q: 3 clusters Score -1190211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1190216.625000 Penalty: 4641.816895
	Iteration 25Q: 3 clusters Score -1190217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1190217.750000 Penalty: 4641.816895
	Iteration 26Q: 3 clusters Score -1190218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1190219.750000 Penalty: 4641.816895
	Iteration 27Q: 3 clusters Score -1190220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1190222.250000 Penalty: 4641.816895
	Iteration 28Q: 3 clusters Score -1190222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1190225.000000 Penalty: 4641.816895
	Iteration 29Q: 3 clusters Score -1190225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1190230.250000 Penalty: 4641.816895
	Iteration 30Q: 3 clusters Score -1190230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1190228.500000 Penalty: 4641.816895
	Iteration 31Q: 3 clusters Score -1190228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1190229.625000 Penalty: 4641.816895
	Iteration 32Q: 3 clusters Score -1190230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1190233.500000 Penalty: 4641.816895
	Iteration 33Q: 3 clusters Score -1190234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1190233.625000 Penalty: 4641.816895
	Iteration 34Q: 3 clusters Score -1190234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1190233.625000 Penalty: 4641.816895
	Iteration 35F: 3 clusters Score -1190234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (12959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Entering Unmasked Estep 
Score: -1387245.750000 Penalty: 2348.447266
	Iteration 0F: 2 clusters Score -1387246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1377638.875000 Penalty: 4696.894531
	Iteration 0F: 3 clusters Score -1377639 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1380714.125000 Penalty: 4696.894531
	Iteration 1F: 3 clusters Score -1380714 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1381168.750000 Penalty: 4696.894531
	Iteration 2F: 3 clusters Score -1381169 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1381561.000000 Penalty: 4696.894531
	Iteration 3F: 3 clusters Score -1381561 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1382013.000000 Penalty: 4696.894531
	Iteration 4F: 3 clusters Score -1382013 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1382474.875000 Penalty: 4696.894531
	Iteration 5F: 3 clusters Score -1382475 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1382936.000000 Penalty: 4696.894531
	Iteration 6F: 3 clusters Score -1382936 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1383393.250000 Penalty: 4696.894531
	Iteration 7Q: 3 clusters Score -1383393 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1383795.500000 Penalty: 4696.894531
	Iteration 8Q: 3 clusters Score -1383796 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1384128.875000 Penalty: 4696.894531
	Iteration 9Q: 3 clusters Score -1384129 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1384386.625000 Penalty: 4696.894531
	Iteration 10Q: 3 clusters Score -1384387 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1384558.500000 Penalty: 4696.894531
	Iteration 11Q: 3 clusters Score -1384558 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1384682.875000 Penalty: 4696.894531
	Iteration 12Q: 3 clusters Score -1384683 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1384783.000000 Penalty: 4696.894531
	Iteration 13Q: 3 clusters Score -1384783 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1384843.250000 Penalty: 4696.894531
	Iteration 14Q: 3 clusters Score -1384843 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1384903.000000 Penalty: 4696.894531
	Iteration 15Q: 3 clusters Score -1384903 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1384948.125000 Penalty: 4696.894531
	Iteration 16Q: 3 clusters Score -1384948 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1384979.000000 Penalty: 4696.894531
	Iteration 17Q: 3 clusters Score -1384979 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1385002.875000 Penalty: 4696.894531
	Iteration 18Q: 3 clusters Score -1385003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1385015.375000 Penalty: 4696.894531
	Iteration 19Q: 3 clusters Score -1385015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1385027.000000 Penalty: 4696.894531
	Iteration 20F: 3 clusters Score -1385027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1385030.625000 Penalty: 4696.894531
	Iteration 21Q: 3 clusters Score -1385031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1385039.625000 Penalty: 4696.894531
	Iteration 22Q: 3 clusters Score -1385040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1385041.250000 Penalty: 4696.894531
	Iteration 23Q: 3 clusters Score -1385041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1385048.125000 Penalty: 4696.894531
	Iteration 24Q: 3 clusters Score -1385048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1385055.250000 Penalty: 4696.894531
	Iteration 25Q: 3 clusters Score -1385055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1385066.000000 Penalty: 4696.894531
	Iteration 26Q: 3 clusters Score -1385066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1385066.375000 Penalty: 4696.894531
	Iteration 27Q: 3 clusters Score -1385066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1385075.750000 Penalty: 4696.894531
	Iteration 28Q: 3 clusters Score -1385076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1385074.125000 Penalty: 4696.894531
	Iteration 29Q: 3 clusters Score -1385074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1385079.875000 Penalty: 4696.894531
	Iteration 30Q: 3 clusters Score -1385080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1385089.000000 Penalty: 4696.894531
	Iteration 31Q: 3 clusters Score -1385089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1385095.500000 Penalty: 4696.894531
	Iteration 32Q: 3 clusters Score -1385096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1385095.750000 Penalty: 4696.894531
	Iteration 33Q: 3 clusters Score -1385096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1385098.875000 Penalty: 4696.894531
	Iteration 34Q: 3 clusters Score -1385099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1385097.875000 Penalty: 4696.894531
	Iteration 35Q: 3 clusters Score -1385098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1385102.375000 Penalty: 4696.894531
	Iteration 36Q: 3 clusters Score -1385102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1385105.000000 Penalty: 4696.894531
	Iteration 37Q: 3 clusters Score -1385105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1385105.000000 Penalty: 4696.894531
	Iteration 38Q: 3 clusters Score -1385105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1385111.500000 Penalty: 4696.894531
	Iteration 39Q: 3 clusters Score -1385112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1385110.000000 Penalty: 4696.894531
	Iteration 40F: 3 clusters Score -1385110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1385113.625000 Penalty: 4696.894531
	Iteration 41Q: 3 clusters Score -1385114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1385115.000000 Penalty: 4696.894531
	Iteration 42Q: 3 clusters Score -1385115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1385117.625000 Penalty: 4696.894531
	Iteration 43Q: 3 clusters Score -1385118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1385117.375000 Penalty: 4696.894531
	Iteration 44Q: 3 clusters Score -1385117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1385124.375000 Penalty: 4696.894531
	Iteration 45Q: 3 clusters Score -1385124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1385125.625000 Penalty: 4696.894531
	Iteration 46Q: 3 clusters Score -1385126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1385130.500000 Penalty: 4696.894531
	Iteration 47Q: 3 clusters Score -1385130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1385130.375000 Penalty: 4696.894531
	Iteration 48Q: 3 clusters Score -1385130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1385134.250000 Penalty: 4696.894531
	Iteration 49Q: 3 clusters Score -1385134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1385137.625000 Penalty: 4696.894531
	Iteration 50Q: 3 clusters Score -1385138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1385141.750000 Penalty: 4696.894531
	Iteration 51Q: 3 clusters Score -1385142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1385140.250000 Penalty: 4696.894531
	Iteration 52Q: 3 clusters Score -1385140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1385144.000000 Penalty: 4696.894531
	Iteration 53Q: 3 clusters Score -1385144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1385146.125000 Penalty: 4696.894531
	Iteration 54Q: 3 clusters Score -1385146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1385150.750000 Penalty: 4696.894531
	Iteration 55Q: 3 clusters Score -1385151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1385152.500000 Penalty: 4696.894531
	Iteration 56Q: 3 clusters Score -1385152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1385154.500000 Penalty: 4696.894531
	Iteration 57Q: 3 clusters Score -1385154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1385158.375000 Penalty: 4696.894531
	Iteration 58Q: 3 clusters Score -1385158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1385161.500000 Penalty: 4696.894531
	Iteration 59Q: 3 clusters Score -1385162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1385164.375000 Penalty: 4696.894531
	Iteration 60F: 3 clusters Score -1385164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1385167.125000 Penalty: 4696.894531
	Iteration 61Q: 3 clusters Score -1385167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1385166.875000 Penalty: 4696.894531
	Iteration 62Q: 3 clusters Score -1385167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1385169.500000 Penalty: 4696.894531
	Iteration 63Q: 3 clusters Score -1385170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1385175.625000 Penalty: 4696.894531
	Iteration 64Q: 3 clusters Score -1385176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1385177.375000 Penalty: 4696.894531
	Iteration 65Q: 3 clusters Score -1385177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1385175.125000 Penalty: 4696.894531
	Iteration 66Q: 3 clusters Score -1385175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1385181.875000 Penalty: 4696.894531
	Iteration 67Q: 3 clusters Score -1385182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1385181.375000 Penalty: 4696.894531
	Iteration 68Q: 3 clusters Score -1385181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1385184.250000 Penalty: 4696.894531
	Iteration 69Q: 3 clusters Score -1385184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1385184.125000 Penalty: 4696.894531
	Iteration 70Q: 3 clusters Score -1385184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1385185.500000 Penalty: 4696.894531
	Iteration 71Q: 3 clusters Score -1385186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1385184.125000 Penalty: 4696.894531
	Iteration 72Q: 3 clusters Score -1385184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1385185.125000 Penalty: 4696.894531
	Iteration 73Q: 3 clusters Score -1385185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1385183.375000 Penalty: 4696.894531
	Iteration 74Q: 3 clusters Score -1385183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1385182.875000 Penalty: 4696.894531
	Iteration 75Q: 3 clusters Score -1385183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1385182.625000 Penalty: 4696.894531
	Iteration 76Q: 3 clusters Score -1385183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1385181.500000 Penalty: 4696.894531
	Iteration 77Q: 3 clusters Score -1385182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1385183.750000 Penalty: 4696.894531
	Iteration 78Q: 3 clusters Score -1385184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1385182.250000 Penalty: 4696.894531
	Iteration 79Q: 3 clusters Score -1385182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1385182.250000 Penalty: 4696.894531
	Iteration 80F: 3 clusters Score -1385182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (24029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Entering Unmasked Estep 
Score: -2714701.750000 Penalty: 2501.580322
	Iteration 0F: 2 clusters Score -2714702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2698099.750000 Penalty: 5003.160645
	Iteration 0F: 3 clusters Score -2698100 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2703826.250000 Penalty: 5003.160645
	Iteration 1F: 3 clusters Score -2703826 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2704226.000000 Penalty: 5003.160645
	Iteration 2Q: 3 clusters Score -2704226 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2704605.750000 Penalty: 5003.160645
	Iteration 3Q: 3 clusters Score -2704606 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2704941.000000 Penalty: 5003.160645
	Iteration 4Q: 3 clusters Score -2704941 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2705336.250000 Penalty: 5003.160645
	Iteration 5Q: 3 clusters Score -2705336 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2705799.750000 Penalty: 5003.160645
	Iteration 6Q: 3 clusters Score -2705800 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2706269.750000 Penalty: 5003.160645
	Iteration 7Q: 3 clusters Score -2706270 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2706779.750000 Penalty: 5003.160645
	Iteration 8Q: 3 clusters Score -2706780 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2707311.500000 Penalty: 5003.160645
	Iteration 9Q: 3 clusters Score -2707312 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2707775.750000 Penalty: 5003.160645
	Iteration 10Q: 3 clusters Score -2707776 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2708186.750000 Penalty: 5003.160645
	Iteration 11Q: 3 clusters Score -2708187 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2708533.000000 Penalty: 5003.160645
	Iteration 12Q: 3 clusters Score -2708533 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2708823.750000 Penalty: 5003.160645
	Iteration 13Q: 3 clusters Score -2708824 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2709043.750000 Penalty: 5003.160645
	Iteration 14Q: 3 clusters Score -2709044 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2709208.750000 Penalty: 5003.160645
	Iteration 15Q: 3 clusters Score -2709209 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2709354.500000 Penalty: 5003.160645
	Iteration 16Q: 3 clusters Score -2709354 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2709487.500000 Penalty: 5003.160645
	Iteration 17Q: 3 clusters Score -2709488 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2709624.750000 Penalty: 5003.160645
	Iteration 18Q: 3 clusters Score -2709625 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2709747.000000 Penalty: 5003.160645
	Iteration 19Q: 3 clusters Score -2709747 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2709891.750000 Penalty: 5003.160645
	Iteration 20F: 3 clusters Score -2709892 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2710020.000000 Penalty: 5003.160645
	Iteration 21Q: 3 clusters Score -2710020 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2710158.250000 Penalty: 5003.160645
	Iteration 22Q: 3 clusters Score -2710158 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2710336.250000 Penalty: 5003.160645
	Iteration 23Q: 3 clusters Score -2710336 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2710533.000000 Penalty: 5003.160645
	Iteration 24Q: 3 clusters Score -2710533 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2710711.250000 Penalty: 5003.160645
	Iteration 25Q: 3 clusters Score -2710711 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2710918.500000 Penalty: 5003.160645
	Iteration 26Q: 3 clusters Score -2710918 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2711147.250000 Penalty: 5003.160645
	Iteration 27Q: 3 clusters Score -2711147 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2711362.000000 Penalty: 5003.160645
	Iteration 28Q: 3 clusters Score -2711362 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2711564.750000 Penalty: 5003.160645
	Iteration 29Q: 3 clusters Score -2711565 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2711749.000000 Penalty: 5003.160645
	Iteration 30Q: 3 clusters Score -2711749 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2711924.750000 Penalty: 5003.160645
	Iteration 31Q: 3 clusters Score -2711925 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2712111.750000 Penalty: 5003.160645
	Iteration 32Q: 3 clusters Score -2712112 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2712248.750000 Penalty: 5003.160645
	Iteration 33Q: 3 clusters Score -2712249 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2712389.750000 Penalty: 5003.160645
	Iteration 34Q: 3 clusters Score -2712390 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2712535.500000 Penalty: 5003.160645
	Iteration 35Q: 3 clusters Score -2712536 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2712690.250000 Penalty: 5003.160645
	Iteration 36Q: 3 clusters Score -2712690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2712861.250000 Penalty: 5003.160645
	Iteration 37Q: 3 clusters Score -2712861 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2712983.000000 Penalty: 5003.160645
	Iteration 38Q: 3 clusters Score -2712983 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2713058.500000 Penalty: 5003.160645
	Iteration 39Q: 3 clusters Score -2713058 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2713107.750000 Penalty: 5003.160645
	Iteration 40F: 3 clusters Score -2713108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2713146.500000 Penalty: 5003.160645
	Iteration 41Q: 3 clusters Score -2713146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2713169.500000 Penalty: 5003.160645
	Iteration 42Q: 3 clusters Score -2713170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2713185.750000 Penalty: 5003.160645
	Iteration 43Q: 3 clusters Score -2713186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2713201.500000 Penalty: 5003.160645
	Iteration 44Q: 3 clusters Score -2713202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2713210.250000 Penalty: 5003.160645
	Iteration 45Q: 3 clusters Score -2713210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2713218.250000 Penalty: 5003.160645
	Iteration 46Q: 3 clusters Score -2713218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2713224.500000 Penalty: 5003.160645
	Iteration 47Q: 3 clusters Score -2713224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2713222.750000 Penalty: 5003.160645
	Iteration 48Q: 3 clusters Score -2713223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2713223.500000 Penalty: 5003.160645
	Iteration 49Q: 3 clusters Score -2713224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2713231.000000 Penalty: 5003.160645
	Iteration 50Q: 3 clusters Score -2713231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2713229.750000 Penalty: 5003.160645
	Iteration 51Q: 3 clusters Score -2713230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2713228.000000 Penalty: 5003.160645
	Iteration 52Q: 3 clusters Score -2713228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2713230.250000 Penalty: 5003.160645
	Iteration 53Q: 3 clusters Score -2713230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2713230.250000 Penalty: 5003.160645
	Iteration 54F: 3 clusters Score -2713230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -66815.531250 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -66815.53 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: -65185.722656 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -65185.72 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65528.703125 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -65528.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65870.476562 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -65870.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66292.351562 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -66292.35 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -66835.726562 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -66835.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -67105.921875 Penalty: 3274.210205
	Iteration 5F: 3 clusters Score -67105.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -67183.476562 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -67183.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67227.585938 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -67227.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -67238.539062 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -67238.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -67238.539062 Penalty: 3274.210205
	Iteration 9F: 3 clusters Score -67238.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 17891 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 390 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 7272 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 2830 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 6263 members 
Mstep: Class 57 contains 37045 members 
Mstep: Class 58 contains 1872 members 
Mstep: Class 59 contains 2710 members 
Mstep: Class 60 contains 5326 members 
Mstep: Class 61 contains 56802 members 
Mstep: Class 62 contains 532 members 
Entering Unmasked Estep 
Score: -139251200.000000 Penalty: 216362.421875
Splitting cluster 53 changes total score from -139245456.000000 to -139251200.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 54 (19423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Entering Unmasked Estep 
Score: -2250687.000000 Penalty: 2448.804932
	Iteration 0F: 2 clusters Score -2250687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2236947.250000 Penalty: 4897.609863
	Iteration 0F: 3 clusters Score -2236947 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2241544.750000 Penalty: 4897.609863
	Iteration 1F: 3 clusters Score -2241545 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2241929.000000 Penalty: 4897.609863
	Iteration 2F: 3 clusters Score -2241929 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2242263.500000 Penalty: 4897.609863
	Iteration 3Q: 3 clusters Score -2242264 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2242590.750000 Penalty: 4897.609863
	Iteration 4Q: 3 clusters Score -2242591 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2242953.500000 Penalty: 4897.609863
	Iteration 5Q: 3 clusters Score -2242954 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2243414.000000 Penalty: 4897.609863
	Iteration 6Q: 3 clusters Score -2243414 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2243957.250000 Penalty: 4897.609863
	Iteration 7Q: 3 clusters Score -2243957 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2244582.500000 Penalty: 4897.609863
	Iteration 8Q: 3 clusters Score -2244582 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2245299.000000 Penalty: 4897.609863
	Iteration 9Q: 3 clusters Score -2245299 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2246007.500000 Penalty: 4897.609863
	Iteration 10F: 3 clusters Score -2246008 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2246579.500000 Penalty: 4897.609863
	Iteration 11Q: 3 clusters Score -2246580 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2246968.250000 Penalty: 4897.609863
	Iteration 12Q: 3 clusters Score -2246968 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2247209.750000 Penalty: 4897.609863
	Iteration 13Q: 3 clusters Score -2247210 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2247370.500000 Penalty: 4897.609863
	Iteration 14Q: 3 clusters Score -2247370 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2247498.000000 Penalty: 4897.609863
	Iteration 15Q: 3 clusters Score -2247498 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2247580.250000 Penalty: 4897.609863
	Iteration 16Q: 3 clusters Score -2247580 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2247646.750000 Penalty: 4897.609863
	Iteration 17Q: 3 clusters Score -2247647 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2247699.250000 Penalty: 4897.609863
	Iteration 18Q: 3 clusters Score -2247699 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2247731.750000 Penalty: 4897.609863
	Iteration 19Q: 3 clusters Score -2247732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2247765.750000 Penalty: 4897.609863
	Iteration 20F: 3 clusters Score -2247766 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2247796.500000 Penalty: 4897.609863
	Iteration 21Q: 3 clusters Score -2247796 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2247813.000000 Penalty: 4897.609863
	Iteration 22Q: 3 clusters Score -2247813 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2247837.000000 Penalty: 4897.609863
	Iteration 23Q: 3 clusters Score -2247837 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2247854.750000 Penalty: 4897.609863
	Iteration 24Q: 3 clusters Score -2247855 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2247877.250000 Penalty: 4897.609863
	Iteration 25Q: 3 clusters Score -2247877 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2247893.500000 Penalty: 4897.609863
	Iteration 26Q: 3 clusters Score -2247894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2247908.750000 Penalty: 4897.609863
	Iteration 27Q: 3 clusters Score -2247909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2247931.000000 Penalty: 4897.609863
	Iteration 28Q: 3 clusters Score -2247931 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2247957.000000 Penalty: 4897.609863
	Iteration 29Q: 3 clusters Score -2247957 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2247979.250000 Penalty: 4897.609863
	Iteration 30Q: 3 clusters Score -2247979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2248000.500000 Penalty: 4897.609863
	Iteration 31Q: 3 clusters Score -2248000 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2248013.750000 Penalty: 4897.609863
	Iteration 32Q: 3 clusters Score -2248014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2248026.250000 Penalty: 4897.609863
	Iteration 33Q: 3 clusters Score -2248026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2248032.000000 Penalty: 4897.609863
	Iteration 34Q: 3 clusters Score -2248032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2248048.500000 Penalty: 4897.609863
	Iteration 35Q: 3 clusters Score -2248048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2248053.250000 Penalty: 4897.609863
	Iteration 36Q: 3 clusters Score -2248053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2248069.750000 Penalty: 4897.609863
	Iteration 37Q: 3 clusters Score -2248070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2248087.250000 Penalty: 4897.609863
	Iteration 38Q: 3 clusters Score -2248087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2248100.500000 Penalty: 4897.609863
	Iteration 39Q: 3 clusters Score -2248100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2248129.500000 Penalty: 4897.609863
	Iteration 40F: 3 clusters Score -2248130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2248141.000000 Penalty: 4897.609863
	Iteration 41Q: 3 clusters Score -2248141 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2248155.750000 Penalty: 4897.609863
	Iteration 42Q: 3 clusters Score -2248156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2248166.250000 Penalty: 4897.609863
	Iteration 43Q: 3 clusters Score -2248166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2248188.000000 Penalty: 4897.609863
	Iteration 44Q: 3 clusters Score -2248188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2248200.000000 Penalty: 4897.609863
	Iteration 45Q: 3 clusters Score -2248200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2248215.750000 Penalty: 4897.609863
	Iteration 46Q: 3 clusters Score -2248216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2248236.000000 Penalty: 4897.609863
	Iteration 47Q: 3 clusters Score -2248236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2248251.500000 Penalty: 4897.609863
	Iteration 48Q: 3 clusters Score -2248252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2248266.250000 Penalty: 4897.609863
	Iteration 49Q: 3 clusters Score -2248266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2248298.000000 Penalty: 4897.609863
	Iteration 50Q: 3 clusters Score -2248298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2248328.250000 Penalty: 4897.609863
	Iteration 51Q: 3 clusters Score -2248328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2248354.000000 Penalty: 4897.609863
	Iteration 52Q: 3 clusters Score -2248354 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2248379.750000 Penalty: 4897.609863
	Iteration 53Q: 3 clusters Score -2248380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2248402.000000 Penalty: 4897.609863
	Iteration 54Q: 3 clusters Score -2248402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2248417.500000 Penalty: 4897.609863
	Iteration 55Q: 3 clusters Score -2248418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2248444.500000 Penalty: 4897.609863
	Iteration 56Q: 3 clusters Score -2248444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2248463.500000 Penalty: 4897.609863
	Iteration 57Q: 3 clusters Score -2248464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2248467.500000 Penalty: 4897.609863
	Iteration 58Q: 3 clusters Score -2248468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2248487.500000 Penalty: 4897.609863
	Iteration 59Q: 3 clusters Score -2248488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2248501.000000 Penalty: 4897.609863
	Iteration 60F: 3 clusters Score -2248501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2248512.000000 Penalty: 4897.609863
	Iteration 61Q: 3 clusters Score -2248512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2248531.250000 Penalty: 4897.609863
	Iteration 62Q: 3 clusters Score -2248531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2248545.500000 Penalty: 4897.609863
	Iteration 63Q: 3 clusters Score -2248546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2248559.750000 Penalty: 4897.609863
	Iteration 64Q: 3 clusters Score -2248560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2248567.250000 Penalty: 4897.609863
	Iteration 65Q: 3 clusters Score -2248567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2248586.250000 Penalty: 4897.609863
	Iteration 66Q: 3 clusters Score -2248586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2248598.500000 Penalty: 4897.609863
	Iteration 67Q: 3 clusters Score -2248598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2248615.750000 Penalty: 4897.609863
	Iteration 68Q: 3 clusters Score -2248616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2248626.500000 Penalty: 4897.609863
	Iteration 69Q: 3 clusters Score -2248626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2248628.000000 Penalty: 4897.609863
	Iteration 70Q: 3 clusters Score -2248628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2248632.500000 Penalty: 4897.609863
	Iteration 71Q: 3 clusters Score -2248632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2248643.250000 Penalty: 4897.609863
	Iteration 72Q: 3 clusters Score -2248643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2248647.000000 Penalty: 4897.609863
	Iteration 73Q: 3 clusters Score -2248647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2248646.500000 Penalty: 4897.609863
	Iteration 74Q: 3 clusters Score -2248646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2248659.250000 Penalty: 4897.609863
	Iteration 75Q: 3 clusters Score -2248659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2248656.500000 Penalty: 4897.609863
	Iteration 76Q: 3 clusters Score -2248656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2248668.500000 Penalty: 4897.609863
	Iteration 77Q: 3 clusters Score -2248668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2248674.500000 Penalty: 4897.609863
	Iteration 78Q: 3 clusters Score -2248674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2248672.000000 Penalty: 4897.609863
	Iteration 79Q: 3 clusters Score -2248672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2248675.500000 Penalty: 4897.609863
	Iteration 80F: 3 clusters Score -2248676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2248677.000000 Penalty: 4897.609863
	Iteration 81Q: 3 clusters Score -2248677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2248677.250000 Penalty: 4897.609863
	Iteration 82Q: 3 clusters Score -2248677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2248676.250000 Penalty: 4897.609863
	Iteration 83Q: 3 clusters Score -2248676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2248681.750000 Penalty: 4897.609863
	Iteration 84Q: 3 clusters Score -2248682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2248682.250000 Penalty: 4897.609863
	Iteration 85Q: 3 clusters Score -2248682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2248684.250000 Penalty: 4897.609863
	Iteration 86Q: 3 clusters Score -2248684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2248684.000000 Penalty: 4897.609863
	Iteration 87Q: 3 clusters Score -2248684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2248684.500000 Penalty: 4897.609863
	Iteration 88Q: 3 clusters Score -2248684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2248683.250000 Penalty: 4897.609863
	Iteration 89Q: 3 clusters Score -2248683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2248686.750000 Penalty: 4897.609863
	Iteration 90Q: 3 clusters Score -2248687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2248692.750000 Penalty: 4897.609863
	Iteration 91Q: 3 clusters Score -2248693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2248692.250000 Penalty: 4897.609863
	Iteration 92Q: 3 clusters Score -2248692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2248692.000000 Penalty: 4897.609863
	Iteration 93Q: 3 clusters Score -2248692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2248694.000000 Penalty: 4897.609863
	Iteration 94Q: 3 clusters Score -2248694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2248694.000000 Penalty: 4897.609863
	Iteration 95F: 3 clusters Score -2248694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -235315.812500 Penalty: 1967.670532
	Iteration 0F: 2 clusters Score -235315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -232230.421875 Penalty: 3935.341064
	Iteration 0F: 3 clusters Score -232230.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -233274.578125 Penalty: 3935.341064
	Iteration 1F: 3 clusters Score -233274.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -233923.343750 Penalty: 3935.341064
	Iteration 2F: 3 clusters Score -233923.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -234371.609375 Penalty: 3935.341064
	Iteration 3F: 3 clusters Score -234371.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -234600.328125 Penalty: 3935.341064
	Iteration 4F: 3 clusters Score -234600.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -234724.453125 Penalty: 3935.341064
	Iteration 5Q: 3 clusters Score -234724.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -234804.406250 Penalty: 3935.341064
	Iteration 6Q: 3 clusters Score -234804.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -234864.546875 Penalty: 3935.341064
	Iteration 7Q: 3 clusters Score -234864.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -234937.750000 Penalty: 3935.341064
	Iteration 8Q: 3 clusters Score -234937.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -234991.015625 Penalty: 3935.341064
	Iteration 9Q: 3 clusters Score -234991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -235028.390625 Penalty: 3935.341064
	Iteration 10Q: 3 clusters Score -235028.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -235052.812500 Penalty: 3935.341064
	Iteration 11Q: 3 clusters Score -235052.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -235070.171875 Penalty: 3935.341064
	Iteration 12Q: 3 clusters Score -235070.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -235081.546875 Penalty: 3935.341064
	Iteration 13Q: 3 clusters Score -235081.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -235090.484375 Penalty: 3935.341064
	Iteration 14Q: 3 clusters Score -235090.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -235100.234375 Penalty: 3935.341064
	Iteration 15Q: 3 clusters Score -235100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -235106.328125 Penalty: 3935.341064
	Iteration 16Q: 3 clusters Score -235106.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -235110.656250 Penalty: 3935.341064
	Iteration 17Q: 3 clusters Score -235110.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -235122.890625 Penalty: 3935.341064
	Iteration 18Q: 3 clusters Score -235122.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -235134.218750 Penalty: 3935.341064
	Iteration 19Q: 3 clusters Score -235134.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -235142.250000 Penalty: 3935.341064
	Iteration 20F: 3 clusters Score -235142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -235147.828125 Penalty: 3935.341064
	Iteration 21Q: 3 clusters Score -235147.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -235155.437500 Penalty: 3935.341064
	Iteration 22Q: 3 clusters Score -235155.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -235159.671875 Penalty: 3935.341064
	Iteration 23Q: 3 clusters Score -235159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -235161.375000 Penalty: 3935.341064
	Iteration 24Q: 3 clusters Score -235161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -235162.640625 Penalty: 3935.341064
	Iteration 25Q: 3 clusters Score -235162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -235164.312500 Penalty: 3935.341064
	Iteration 26Q: 3 clusters Score -235164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -235167.500000 Penalty: 3935.341064
	Iteration 27Q: 3 clusters Score -235167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -235169.468750 Penalty: 3935.341064
	Iteration 28Q: 3 clusters Score -235169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -235171.734375 Penalty: 3935.341064
	Iteration 29Q: 3 clusters Score -235171.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -235176.515625 Penalty: 3935.341064
	Iteration 30Q: 3 clusters Score -235176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -235180.734375 Penalty: 3935.341064
	Iteration 31Q: 3 clusters Score -235180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -235183.234375 Penalty: 3935.341064
	Iteration 32Q: 3 clusters Score -235183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -235184.046875 Penalty: 3935.341064
	Iteration 33Q: 3 clusters Score -235184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -235184.937500 Penalty: 3935.341064
	Iteration 34Q: 3 clusters Score -235184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -235184.937500 Penalty: 3935.341064
	Iteration 35F: 3 clusters Score -235184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 131727 members 
Mstep: Class 8 contains 213462 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26470 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 142087 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18786 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 17891 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 27782 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 9057 members 
Mstep: Class 33 contains 4889 members 
Mstep: Class 34 contains 15306 members 
Mstep: Class 35 contains 390 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12332 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 7272 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5500 members 
Mstep: Class 44 contains 16735 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 2830 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 11597 members 
Mstep: Class 51 contains 12959 members 
Mstep: Class 52 contains 24029 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139257712.000000 Penalty: 216362.421875
Iteration 119Q: 63 clusters Score -1.392577e+08 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 52869 members 
Mstep: Class 4 contains 7850 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 131730 members 
Mstep: Class 8 contains 213526 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26491 members 
Mstep: Class 11 contains 13593 members 
Mstep: Class 12 contains 11529 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 47519 members 
Mstep: Class 15 contains 14276 members 
Mstep: Class 16 contains 5485 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 6239 members 
Mstep: Class 19 contains 142372 members 
Mstep: Class 20 contains 3259 members 
Mstep: Class 21 contains 7544 members 
Mstep: Class 22 contains 19198 members 
Mstep: Class 23 contains 11497 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 18847 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 18312 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 27811 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 28500 members 
Mstep: Class 32 contains 9067 members 
Mstep: Class 33 contains 4875 members 
Mstep: Class 34 contains 15332 members 
Mstep: Class 35 contains 406 members 
Mstep: Class 36 contains 4739 members 
Mstep: Class 37 contains 5934 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 12405 members 
Mstep: Class 40 contains 4465 members 
Mstep: Class 41 contains 7237 members 
Mstep: Class 42 contains 11941 members 
Mstep: Class 43 contains 5487 members 
Mstep: Class 44 contains 16788 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6912 members 
Mstep: Class 47 contains 2370 members 
Mstep: Class 48 contains 3696 members 
Mstep: Class 49 contains 24032 members 
Mstep: Class 50 contains 11619 members 
Mstep: Class 51 contains 13063 members 
Mstep: Class 52 contains 24296 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19423 members 
Mstep: Class 55 contains 2729 members 
Mstep: Class 56 contains 5648 members 
Mstep: Class 57 contains 35636 members 
Mstep: Class 58 contains 1683 members 
Mstep: Class 59 contains 2629 members 
Mstep: Class 60 contains 5191 members 
Mstep: Class 61 contains 55262 members 
Mstep: Class 62 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139261488.000000 Penalty: 216362.421875
Iteration 120F: 63 clusters Score -1.392615e+08 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 13744 members 
Mstep: Class 3 contains 52637 members 
Mstep: Class 4 contains 7861 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 5371 members 
Mstep: Class 7 contains 131649 members 
Mstep: Class 8 contains 213355 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26456 members 
Mstep: Class 11 contains 13429 members 
Mstep: Class 12 contains 11668 members 
Mstep: Class 13 contains 3640 members 
Mstep: Class 14 contains 47453 members 
Mstep: Class 15 contains 14265 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 4745 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 19 contains 142306 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 18921 members 
Mstep: Class 23 contains 11322 members 
Mstep: Class 24 contains 10969 members 
Mstep: Class 25 contains 18807 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 18593 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 27764 members 
Mstep: Class 30 contains 11321 members 
Mstep: Class 31 contains 28346 members 
Mstep: Class 32 contains 9069 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 15322 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 4743 members 
Mstep: Class 37 contains 5923 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12415 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 7227 members 
Mstep: Class 42 contains 11916 members 
Mstep: Class 43 contains 5481 members 
Mstep: Class 44 contains 16775 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6905 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 23970 members 
Mstep: Class 50 contains 11363 members 
Mstep: Class 51 contains 13125 members 
Mstep: Class 52 contains 23983 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19402 members 
Mstep: Class 55 contains 2615 members 
Mstep: Class 56 contains 5679 members 
Mstep: Class 57 contains 36364 members 
Mstep: Class 58 contains 1745 members 
Mstep: Class 59 contains 2728 members 
Mstep: Class 60 contains 5511 members 
Mstep: Class 61 contains 55220 members 
Mstep: Class 62 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139265024.000000 Penalty: 216362.421875
Iteration 121Q: 63 clusters Score -1.39265e+08 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 109707 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 52452 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 131509 members 
Mstep: Class 8 contains 213267 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26516 members 
Mstep: Class 11 contains 13316 members 
Mstep: Class 12 contains 11780 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 47414 members 
Mstep: Class 15 contains 14273 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 19 contains 142249 members 
Mstep: Class 20 contains 3119 members 
Mstep: Class 21 contains 7598 members 
Mstep: Class 22 contains 18759 members 
Mstep: Class 23 contains 11242 members 
Mstep: Class 24 contains 10983 members 
Mstep: Class 25 contains 18773 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 18798 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27711 members 
Mstep: Class 30 contains 11281 members 
Mstep: Class 31 contains 28275 members 
Mstep: Class 32 contains 9054 members 
Mstep: Class 33 contains 4857 members 
Mstep: Class 34 contains 15321 members 
Mstep: Class 35 contains 398 members 
Mstep: Class 36 contains 4737 members 
Mstep: Class 37 contains 5937 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12409 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 7230 members 
Mstep: Class 42 contains 11885 members 
Mstep: Class 43 contains 5479 members 
Mstep: Class 44 contains 16776 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6902 members 
Mstep: Class 47 contains 3275 members 
Mstep: Class 48 contains 4519 members 
Mstep: Class 49 contains 23952 members 
Mstep: Class 50 contains 11167 members 
Mstep: Class 51 contains 13183 members 
Mstep: Class 52 contains 23735 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19391 members 
Mstep: Class 55 contains 2525 members 
Mstep: Class 56 contains 5621 members 
Mstep: Class 57 contains 36738 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 2773 members 
Mstep: Class 60 contains 5726 members 
Mstep: Class 61 contains 55067 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139266112.000000 Penalty: 216362.421875
Iteration 122Q: 63 clusters Score -1.392661e+08 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 13761 members 
Mstep: Class 3 contains 52285 members 
Mstep: Class 4 contains 7889 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 131319 members 
Mstep: Class 8 contains 213189 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26615 members 
Mstep: Class 11 contains 13219 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 47359 members 
Mstep: Class 15 contains 14275 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 142214 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 7641 members 
Mstep: Class 22 contains 18627 members 
Mstep: Class 23 contains 11184 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 18722 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 18926 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27660 members 
Mstep: Class 30 contains 11239 members 
Mstep: Class 31 contains 28316 members 
Mstep: Class 32 contains 9048 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 15335 members 
Mstep: Class 35 contains 392 members 
Mstep: Class 36 contains 4737 members 
Mstep: Class 37 contains 5948 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12401 members 
Mstep: Class 40 contains 4444 members 
Mstep: Class 41 contains 7232 members 
Mstep: Class 42 contains 11854 members 
Mstep: Class 43 contains 5479 members 
Mstep: Class 44 contains 16785 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6902 members 
Mstep: Class 47 contains 3560 members 
Mstep: Class 48 contains 4837 members 
Mstep: Class 49 contains 23954 members 
Mstep: Class 50 contains 11006 members 
Mstep: Class 51 contains 13235 members 
Mstep: Class 52 contains 23540 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19376 members 
Mstep: Class 55 contains 2468 members 
Mstep: Class 56 contains 5537 members 
Mstep: Class 57 contains 37005 members 
Mstep: Class 58 contains 1827 members 
Mstep: Class 59 contains 2802 members 
Mstep: Class 60 contains 5891 members 
Mstep: Class 61 contains 54876 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139267088.000000 Penalty: 216362.421875
Iteration 123Q: 63 clusters Score -1.392671e+08 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109687 members 
Mstep: Class 2 contains 13766 members 
Mstep: Class 3 contains 52165 members 
Mstep: Class 4 contains 7897 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 131093 members 
Mstep: Class 8 contains 213122 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26642 members 
Mstep: Class 11 contains 13125 members 
Mstep: Class 12 contains 11984 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 47307 members 
Mstep: Class 15 contains 14292 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 142169 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 7682 members 
Mstep: Class 22 contains 18552 members 
Mstep: Class 23 contains 11139 members 
Mstep: Class 24 contains 11062 members 
Mstep: Class 25 contains 18676 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19063 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27621 members 
Mstep: Class 30 contains 11194 members 
Mstep: Class 31 contains 28432 members 
Mstep: Class 32 contains 9041 members 
Mstep: Class 33 contains 4830 members 
Mstep: Class 34 contains 15341 members 
Mstep: Class 35 contains 386 members 
Mstep: Class 36 contains 4741 members 
Mstep: Class 37 contains 5969 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12395 members 
Mstep: Class 40 contains 4451 members 
Mstep: Class 41 contains 7230 members 
Mstep: Class 42 contains 11844 members 
Mstep: Class 43 contains 5480 members 
Mstep: Class 44 contains 16796 members 
Mstep: Class 45 contains 1052 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 3743 members 
Mstep: Class 48 contains 5106 members 
Mstep: Class 49 contains 23959 members 
Mstep: Class 50 contains 10864 members 
Mstep: Class 51 contains 13266 members 
Mstep: Class 52 contains 23378 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19360 members 
Mstep: Class 55 contains 2428 members 
Mstep: Class 56 contains 5454 members 
Mstep: Class 57 contains 37181 members 
Mstep: Class 58 contains 1853 members 
Mstep: Class 59 contains 2824 members 
Mstep: Class 60 contains 6040 members 
Mstep: Class 61 contains 54735 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139267968.000000 Penalty: 216362.421875
Iteration 124Q: 63 clusters Score -1.39268e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 52051 members 
Mstep: Class 4 contains 7908 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 5786 members 
Mstep: Class 7 contains 130874 members 
Mstep: Class 8 contains 213070 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26673 members 
Mstep: Class 11 contains 13049 members 
Mstep: Class 12 contains 12068 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 47263 members 
Mstep: Class 15 contains 14309 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 6161 members 
Mstep: Class 19 contains 142115 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 7713 members 
Mstep: Class 22 contains 18484 members 
Mstep: Class 23 contains 11099 members 
Mstep: Class 24 contains 11113 members 
Mstep: Class 25 contains 18639 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19155 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27595 members 
Mstep: Class 30 contains 11161 members 
Mstep: Class 31 contains 28567 members 
Mstep: Class 32 contains 9031 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 15351 members 
Mstep: Class 35 contains 381 members 
Mstep: Class 36 contains 4744 members 
Mstep: Class 37 contains 5985 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12388 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7226 members 
Mstep: Class 42 contains 11837 members 
Mstep: Class 43 contains 5479 members 
Mstep: Class 44 contains 16804 members 
Mstep: Class 45 contains 1052 members 
Mstep: Class 46 contains 6897 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 5343 members 
Mstep: Class 49 contains 23974 members 
Mstep: Class 50 contains 10741 members 
Mstep: Class 51 contains 13294 members 
Mstep: Class 52 contains 23246 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19348 members 
Mstep: Class 55 contains 2402 members 
Mstep: Class 56 contains 5410 members 
Mstep: Class 57 contains 37337 members 
Mstep: Class 58 contains 1865 members 
Mstep: Class 59 contains 2837 members 
Mstep: Class 60 contains 6141 members 
Mstep: Class 61 contains 54629 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139268048.000000 Penalty: 216362.421875
Iteration 125Q: 63 clusters Score -1.39268e+08 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 51952 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 5903 members 
Mstep: Class 7 contains 130679 members 
Mstep: Class 8 contains 213055 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26712 members 
Mstep: Class 11 contains 12980 members 
Mstep: Class 12 contains 12124 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 47207 members 
Mstep: Class 15 contains 14331 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 142069 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 7739 members 
Mstep: Class 22 contains 18446 members 
Mstep: Class 23 contains 11054 members 
Mstep: Class 24 contains 11179 members 
Mstep: Class 25 contains 18593 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19225 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27575 members 
Mstep: Class 30 contains 11136 members 
Mstep: Class 31 contains 28684 members 
Mstep: Class 32 contains 9018 members 
Mstep: Class 33 contains 4812 members 
Mstep: Class 34 contains 15361 members 
Mstep: Class 35 contains 379 members 
Mstep: Class 36 contains 4754 members 
Mstep: Class 37 contains 5996 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12384 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 7228 members 
Mstep: Class 42 contains 11822 members 
Mstep: Class 43 contains 5483 members 
Mstep: Class 44 contains 16824 members 
Mstep: Class 45 contains 1052 members 
Mstep: Class 46 contains 6891 members 
Mstep: Class 47 contains 3975 members 
Mstep: Class 48 contains 5495 members 
Mstep: Class 49 contains 23981 members 
Mstep: Class 50 contains 10647 members 
Mstep: Class 51 contains 13336 members 
Mstep: Class 52 contains 23144 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19340 members 
Mstep: Class 55 contains 2381 members 
Mstep: Class 56 contains 5362 members 
Mstep: Class 57 contains 37437 members 
Mstep: Class 58 contains 1874 members 
Mstep: Class 59 contains 2849 members 
Mstep: Class 60 contains 6226 members 
Mstep: Class 61 contains 54543 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139268560.000000 Penalty: 216362.421875
Iteration 126Q: 63 clusters Score -1.392686e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 51884 members 
Mstep: Class 4 contains 7916 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 6008 members 
Mstep: Class 7 contains 130501 members 
Mstep: Class 8 contains 213018 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26722 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 12179 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 47161 members 
Mstep: Class 15 contains 14351 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 142043 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 7779 members 
Mstep: Class 22 contains 18411 members 
Mstep: Class 23 contains 11027 members 
Mstep: Class 24 contains 11228 members 
Mstep: Class 25 contains 18549 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19294 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27559 members 
Mstep: Class 30 contains 11123 members 
Mstep: Class 31 contains 28785 members 
Mstep: Class 32 contains 9008 members 
Mstep: Class 33 contains 4801 members 
Mstep: Class 34 contains 15371 members 
Mstep: Class 35 contains 378 members 
Mstep: Class 36 contains 4757 members 
Mstep: Class 37 contains 5998 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12379 members 
Mstep: Class 40 contains 4478 members 
Mstep: Class 41 contains 7230 members 
Mstep: Class 42 contains 11811 members 
Mstep: Class 43 contains 5484 members 
Mstep: Class 44 contains 16829 members 
Mstep: Class 45 contains 1052 members 
Mstep: Class 46 contains 6886 members 
Mstep: Class 47 contains 4061 members 
Mstep: Class 48 contains 5631 members 
Mstep: Class 49 contains 23985 members 
Mstep: Class 50 contains 10547 members 
Mstep: Class 51 contains 13361 members 
Mstep: Class 52 contains 23046 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19335 members 
Mstep: Class 55 contains 2374 members 
Mstep: Class 56 contains 5328 members 
Mstep: Class 57 contains 37531 members 
Mstep: Class 58 contains 1887 members 
Mstep: Class 59 contains 2857 members 
Mstep: Class 60 contains 6271 members 
Mstep: Class 61 contains 54472 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139268944.000000 Penalty: 216362.421875
Iteration 127Q: 63 clusters Score -1.392689e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 51817 members 
Mstep: Class 4 contains 7919 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 6118 members 
Mstep: Class 7 contains 130330 members 
Mstep: Class 8 contains 213006 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26735 members 
Mstep: Class 11 contains 12876 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 14369 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 19 contains 142016 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 7798 members 
Mstep: Class 22 contains 18387 members 
Mstep: Class 23 contains 11004 members 
Mstep: Class 24 contains 11269 members 
Mstep: Class 25 contains 18502 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19332 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27547 members 
Mstep: Class 30 contains 11109 members 
Mstep: Class 31 contains 28895 members 
Mstep: Class 32 contains 8996 members 
Mstep: Class 33 contains 4798 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 4763 members 
Mstep: Class 37 contains 6000 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12368 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 7231 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 5489 members 
Mstep: Class 44 contains 16839 members 
Mstep: Class 45 contains 1052 members 
Mstep: Class 46 contains 6885 members 
Mstep: Class 47 contains 4130 members 
Mstep: Class 48 contains 5745 members 
Mstep: Class 49 contains 23976 members 
Mstep: Class 50 contains 10451 members 
Mstep: Class 51 contains 13393 members 
Mstep: Class 52 contains 22971 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19328 members 
Mstep: Class 55 contains 2365 members 
Mstep: Class 56 contains 5290 members 
Mstep: Class 57 contains 37619 members 
Mstep: Class 58 contains 1896 members 
Mstep: Class 59 contains 2864 members 
Mstep: Class 60 contains 6315 members 
Mstep: Class 61 contains 54422 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139269488.000000 Penalty: 216362.421875
Iteration 128Q: 63 clusters Score -1.392695e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 51758 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 130175 members 
Mstep: Class 8 contains 212996 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26739 members 
Mstep: Class 11 contains 12825 members 
Mstep: Class 12 contains 12298 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 47073 members 
Mstep: Class 15 contains 14395 members 
Mstep: Class 16 contains 5569 members 
Mstep: Class 17 contains 4732 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 142001 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 7829 members 
Mstep: Class 22 contains 18358 members 
Mstep: Class 23 contains 10989 members 
Mstep: Class 24 contains 11319 members 
Mstep: Class 25 contains 18448 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19381 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27527 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 29004 members 
Mstep: Class 32 contains 8984 members 
Mstep: Class 33 contains 4788 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4765 members 
Mstep: Class 37 contains 6003 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12375 members 
Mstep: Class 40 contains 4483 members 
Mstep: Class 41 contains 7232 members 
Mstep: Class 42 contains 11795 members 
Mstep: Class 43 contains 5489 members 
Mstep: Class 44 contains 16848 members 
Mstep: Class 45 contains 1052 members 
Mstep: Class 46 contains 6884 members 
Mstep: Class 47 contains 4167 members 
Mstep: Class 48 contains 5838 members 
Mstep: Class 49 contains 23977 members 
Mstep: Class 50 contains 10364 members 
Mstep: Class 51 contains 13423 members 
Mstep: Class 52 contains 22899 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19319 members 
Mstep: Class 55 contains 2367 members 
Mstep: Class 56 contains 5249 members 
Mstep: Class 57 contains 37679 members 
Mstep: Class 58 contains 1905 members 
Mstep: Class 59 contains 2869 members 
Mstep: Class 60 contains 6355 members 
Mstep: Class 61 contains 54391 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139269680.000000 Penalty: 216362.421875
Iteration 129Q: 63 clusters Score -1.392697e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109662 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 51707 members 
Mstep: Class 4 contains 7912 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 130048 members 
Mstep: Class 8 contains 213003 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26733 members 
Mstep: Class 11 contains 12775 members 
Mstep: Class 12 contains 12366 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 47034 members 
Mstep: Class 15 contains 14416 members 
Mstep: Class 16 contains 5576 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 141981 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 7855 members 
Mstep: Class 22 contains 18334 members 
Mstep: Class 23 contains 10969 members 
Mstep: Class 24 contains 11372 members 
Mstep: Class 25 contains 18419 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19434 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27494 members 
Mstep: Class 30 contains 11087 members 
Mstep: Class 31 contains 29099 members 
Mstep: Class 32 contains 8977 members 
Mstep: Class 33 contains 4780 members 
Mstep: Class 34 contains 15390 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4766 members 
Mstep: Class 37 contains 6004 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12369 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 7232 members 
Mstep: Class 42 contains 11779 members 
Mstep: Class 43 contains 5487 members 
Mstep: Class 44 contains 16859 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6880 members 
Mstep: Class 47 contains 4196 members 
Mstep: Class 48 contains 5922 members 
Mstep: Class 49 contains 23978 members 
Mstep: Class 50 contains 10271 members 
Mstep: Class 51 contains 13442 members 
Mstep: Class 52 contains 22845 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19308 members 
Mstep: Class 55 contains 2364 members 
Mstep: Class 56 contains 5217 members 
Mstep: Class 57 contains 37729 members 
Mstep: Class 58 contains 1907 members 
Mstep: Class 59 contains 2877 members 
Mstep: Class 60 contains 6383 members 
Mstep: Class 61 contains 54372 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139269712.000000 Penalty: 216362.421875
Iteration 130Q: 63 clusters Score -1.392697e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109675 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 51669 members 
Mstep: Class 4 contains 7903 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 129953 members 
Mstep: Class 8 contains 213006 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26719 members 
Mstep: Class 11 contains 12725 members 
Mstep: Class 12 contains 12440 members 
Mstep: Class 13 contains 3640 members 
Mstep: Class 14 contains 46993 members 
Mstep: Class 15 contains 14424 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 6155 members 
Mstep: Class 19 contains 141963 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 7872 members 
Mstep: Class 22 contains 18309 members 
Mstep: Class 23 contains 10949 members 
Mstep: Class 24 contains 11427 members 
Mstep: Class 25 contains 18374 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19490 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27468 members 
Mstep: Class 30 contains 11075 members 
Mstep: Class 31 contains 29177 members 
Mstep: Class 32 contains 8966 members 
Mstep: Class 33 contains 4771 members 
Mstep: Class 34 contains 15392 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4768 members 
Mstep: Class 37 contains 6005 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12370 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 7232 members 
Mstep: Class 42 contains 11775 members 
Mstep: Class 43 contains 5488 members 
Mstep: Class 44 contains 16876 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6876 members 
Mstep: Class 47 contains 4207 members 
Mstep: Class 48 contains 6005 members 
Mstep: Class 49 contains 23976 members 
Mstep: Class 50 contains 10174 members 
Mstep: Class 51 contains 13463 members 
Mstep: Class 52 contains 22783 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19300 members 
Mstep: Class 55 contains 2363 members 
Mstep: Class 56 contains 5193 members 
Mstep: Class 57 contains 37756 members 
Mstep: Class 58 contains 1906 members 
Mstep: Class 59 contains 2883 members 
Mstep: Class 60 contains 6419 members 
Mstep: Class 61 contains 54367 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139269568.000000 Penalty: 216362.421875
Iteration 131Q: 63 clusters Score -1.392696e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109670 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 51621 members 
Mstep: Class 4 contains 7898 members 
Mstep: Class 5 contains 5801 members 
Mstep: Class 6 contains 6549 members 
Mstep: Class 7 contains 129866 members 
Mstep: Class 8 contains 213003 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26738 members 
Mstep: Class 11 contains 12676 members 
Mstep: Class 12 contains 12502 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 46954 members 
Mstep: Class 15 contains 14440 members 
Mstep: Class 16 contains 5580 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 6156 members 
Mstep: Class 19 contains 141941 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 7890 members 
Mstep: Class 22 contains 18290 members 
Mstep: Class 23 contains 10937 members 
Mstep: Class 24 contains 11470 members 
Mstep: Class 25 contains 18328 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19522 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27445 members 
Mstep: Class 30 contains 11069 members 
Mstep: Class 31 contains 29235 members 
Mstep: Class 32 contains 8958 members 
Mstep: Class 33 contains 4766 members 
Mstep: Class 34 contains 15393 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4766 members 
Mstep: Class 37 contains 6003 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12372 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 7229 members 
Mstep: Class 42 contains 11766 members 
Mstep: Class 43 contains 5491 members 
Mstep: Class 44 contains 16880 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6873 members 
Mstep: Class 47 contains 4225 members 
Mstep: Class 48 contains 6067 members 
Mstep: Class 49 contains 23975 members 
Mstep: Class 50 contains 10090 members 
Mstep: Class 51 contains 13482 members 
Mstep: Class 52 contains 22721 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19293 members 
Mstep: Class 55 contains 2357 members 
Mstep: Class 56 contains 5188 members 
Mstep: Class 57 contains 37798 members 
Mstep: Class 58 contains 1902 members 
Mstep: Class 59 contains 2892 members 
Mstep: Class 60 contains 6450 members 
Mstep: Class 61 contains 54379 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139269568.000000 Penalty: 216362.421875
Iteration 132Q: 63 clusters Score -1.392696e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109671 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 51570 members 
Mstep: Class 4 contains 7887 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 129801 members 
Mstep: Class 8 contains 213000 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26733 members 
Mstep: Class 11 contains 12638 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 3641 members 
Mstep: Class 14 contains 46929 members 
Mstep: Class 15 contains 14448 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 4778 members 
Mstep: Class 18 contains 6154 members 
Mstep: Class 19 contains 141924 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 7901 members 
Mstep: Class 22 contains 18273 members 
Mstep: Class 23 contains 10919 members 
Mstep: Class 24 contains 11520 members 
Mstep: Class 25 contains 18280 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19553 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27426 members 
Mstep: Class 30 contains 11069 members 
Mstep: Class 31 contains 29276 members 
Mstep: Class 32 contains 8949 members 
Mstep: Class 33 contains 4760 members 
Mstep: Class 34 contains 15391 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4768 members 
Mstep: Class 37 contains 6004 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12372 members 
Mstep: Class 40 contains 4486 members 
Mstep: Class 41 contains 7228 members 
Mstep: Class 42 contains 11763 members 
Mstep: Class 43 contains 5494 members 
Mstep: Class 44 contains 16884 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6871 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 6106 members 
Mstep: Class 49 contains 23981 members 
Mstep: Class 50 contains 9996 members 
Mstep: Class 51 contains 13505 members 
Mstep: Class 52 contains 22677 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19287 members 
Mstep: Class 55 contains 2358 members 
Mstep: Class 56 contains 5169 members 
Mstep: Class 57 contains 37839 members 
Mstep: Class 58 contains 1902 members 
Mstep: Class 59 contains 2897 members 
Mstep: Class 60 contains 6482 members 
Mstep: Class 61 contains 54412 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139269744.000000 Penalty: 216362.421875
Iteration 133Q: 63 clusters Score -1.392697e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109669 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 51535 members 
Mstep: Class 4 contains 7884 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 129736 members 
Mstep: Class 8 contains 213001 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26707 members 
Mstep: Class 11 contains 12603 members 
Mstep: Class 12 contains 12597 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 46904 members 
Mstep: Class 15 contains 14462 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 4786 members 
Mstep: Class 18 contains 6153 members 
Mstep: Class 19 contains 141912 members 
Mstep: Class 20 contains 2885 members 
Mstep: Class 21 contains 7908 members 
Mstep: Class 22 contains 18268 members 
Mstep: Class 23 contains 10906 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 18238 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19594 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27412 members 
Mstep: Class 30 contains 11068 members 
Mstep: Class 31 contains 29319 members 
Mstep: Class 32 contains 8942 members 
Mstep: Class 33 contains 4754 members 
Mstep: Class 34 contains 15393 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4769 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12366 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 7229 members 
Mstep: Class 42 contains 11752 members 
Mstep: Class 43 contains 5496 members 
Mstep: Class 44 contains 16894 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6873 members 
Mstep: Class 47 contains 4256 members 
Mstep: Class 48 contains 6136 members 
Mstep: Class 49 contains 23982 members 
Mstep: Class 50 contains 9907 members 
Mstep: Class 51 contains 13511 members 
Mstep: Class 52 contains 22644 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19278 members 
Mstep: Class 55 contains 2361 members 
Mstep: Class 56 contains 5156 members 
Mstep: Class 57 contains 37871 members 
Mstep: Class 58 contains 1898 members 
Mstep: Class 59 contains 2901 members 
Mstep: Class 60 contains 6507 members 
Mstep: Class 61 contains 54434 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139269776.000000 Penalty: 216362.421875
Iteration 134Q: 63 clusters Score -1.392698e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 51488 members 
Mstep: Class 4 contains 7880 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 6822 members 
Mstep: Class 7 contains 129682 members 
Mstep: Class 8 contains 213006 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26690 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 12653 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 46880 members 
Mstep: Class 15 contains 14479 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 141899 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 7907 members 
Mstep: Class 22 contains 18257 members 
Mstep: Class 23 contains 10892 members 
Mstep: Class 24 contains 11621 members 
Mstep: Class 25 contains 18205 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19632 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27395 members 
Mstep: Class 30 contains 11068 members 
Mstep: Class 31 contains 29347 members 
Mstep: Class 32 contains 8933 members 
Mstep: Class 33 contains 4749 members 
Mstep: Class 34 contains 15398 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4771 members 
Mstep: Class 37 contains 6003 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12368 members 
Mstep: Class 40 contains 4490 members 
Mstep: Class 41 contains 7230 members 
Mstep: Class 42 contains 11742 members 
Mstep: Class 43 contains 5496 members 
Mstep: Class 44 contains 16903 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6870 members 
Mstep: Class 47 contains 4269 members 
Mstep: Class 48 contains 6161 members 
Mstep: Class 49 contains 23983 members 
Mstep: Class 50 contains 9819 members 
Mstep: Class 51 contains 13520 members 
Mstep: Class 52 contains 22599 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19274 members 
Mstep: Class 55 contains 2361 members 
Mstep: Class 56 contains 5146 members 
Mstep: Class 57 contains 37901 members 
Mstep: Class 58 contains 1899 members 
Mstep: Class 59 contains 2904 members 
Mstep: Class 60 contains 6543 members 
Mstep: Class 61 contains 54467 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139269952.000000 Penalty: 216362.421875
Iteration 135Q: 63 clusters Score -1.3927e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 51447 members 
Mstep: Class 4 contains 7867 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 129640 members 
Mstep: Class 8 contains 213015 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 12528 members 
Mstep: Class 12 contains 12700 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 46857 members 
Mstep: Class 15 contains 14487 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 4787 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 141896 members 
Mstep: Class 20 contains 2872 members 
Mstep: Class 21 contains 7916 members 
Mstep: Class 22 contains 18242 members 
Mstep: Class 23 contains 10885 members 
Mstep: Class 24 contains 11677 members 
Mstep: Class 25 contains 18166 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19685 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27391 members 
Mstep: Class 30 contains 11069 members 
Mstep: Class 31 contains 29374 members 
Mstep: Class 32 contains 8929 members 
Mstep: Class 33 contains 4746 members 
Mstep: Class 34 contains 15400 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4772 members 
Mstep: Class 37 contains 6002 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12369 members 
Mstep: Class 40 contains 4491 members 
Mstep: Class 41 contains 7231 members 
Mstep: Class 42 contains 11729 members 
Mstep: Class 43 contains 5497 members 
Mstep: Class 44 contains 16908 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6867 members 
Mstep: Class 47 contains 4287 members 
Mstep: Class 48 contains 6177 members 
Mstep: Class 49 contains 23983 members 
Mstep: Class 50 contains 9731 members 
Mstep: Class 51 contains 13526 members 
Mstep: Class 52 contains 22557 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19272 members 
Mstep: Class 55 contains 2364 members 
Mstep: Class 56 contains 5134 members 
Mstep: Class 57 contains 37923 members 
Mstep: Class 58 contains 1904 members 
Mstep: Class 59 contains 2904 members 
Mstep: Class 60 contains 6572 members 
Mstep: Class 61 contains 54478 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139270176.000000 Penalty: 216362.421875
Iteration 136Q: 63 clusters Score -1.392702e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109662 members 
Mstep: Class 2 contains 13806 members 
Mstep: Class 3 contains 51418 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 129599 members 
Mstep: Class 8 contains 213014 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26646 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 46829 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 4784 members 
Mstep: Class 18 contains 6170 members 
Mstep: Class 19 contains 141878 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 18220 members 
Mstep: Class 23 contains 10877 members 
Mstep: Class 24 contains 11732 members 
Mstep: Class 25 contains 18126 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19746 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27385 members 
Mstep: Class 30 contains 11069 members 
Mstep: Class 31 contains 29401 members 
Mstep: Class 32 contains 8919 members 
Mstep: Class 33 contains 4740 members 
Mstep: Class 34 contains 15407 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4770 members 
Mstep: Class 37 contains 6005 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12367 members 
Mstep: Class 40 contains 4492 members 
Mstep: Class 41 contains 7230 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 5499 members 
Mstep: Class 44 contains 16920 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6862 members 
Mstep: Class 47 contains 4296 members 
Mstep: Class 48 contains 6201 members 
Mstep: Class 49 contains 23984 members 
Mstep: Class 50 contains 9643 members 
Mstep: Class 51 contains 13536 members 
Mstep: Class 52 contains 22519 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19265 members 
Mstep: Class 55 contains 2369 members 
Mstep: Class 56 contains 5133 members 
Mstep: Class 57 contains 37949 members 
Mstep: Class 58 contains 1904 members 
Mstep: Class 59 contains 2913 members 
Mstep: Class 60 contains 6588 members 
Mstep: Class 61 contains 54491 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139270176.000000 Penalty: 216362.421875
Iteration 137Q: 63 clusters Score -1.392702e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 13815 members 
Mstep: Class 3 contains 51399 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 7041 members 
Mstep: Class 7 contains 129569 members 
Mstep: Class 8 contains 213016 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26617 members 
Mstep: Class 11 contains 12489 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 46815 members 
Mstep: Class 15 contains 14501 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 4784 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 19 contains 141868 members 
Mstep: Class 20 contains 2863 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 18208 members 
Mstep: Class 23 contains 10861 members 
Mstep: Class 24 contains 11774 members 
Mstep: Class 25 contains 18079 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19806 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27373 members 
Mstep: Class 30 contains 11068 members 
Mstep: Class 31 contains 29419 members 
Mstep: Class 32 contains 8910 members 
Mstep: Class 33 contains 4735 members 
Mstep: Class 34 contains 15412 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4770 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12373 members 
Mstep: Class 40 contains 4492 members 
Mstep: Class 41 contains 7229 members 
Mstep: Class 42 contains 11721 members 
Mstep: Class 43 contains 5501 members 
Mstep: Class 44 contains 16930 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6859 members 
Mstep: Class 47 contains 4304 members 
Mstep: Class 48 contains 6224 members 
Mstep: Class 49 contains 23987 members 
Mstep: Class 50 contains 9543 members 
Mstep: Class 51 contains 13547 members 
Mstep: Class 52 contains 22480 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19257 members 
Mstep: Class 55 contains 2377 members 
Mstep: Class 56 contains 5123 members 
Mstep: Class 57 contains 37966 members 
Mstep: Class 58 contains 1904 members 
Mstep: Class 59 contains 2918 members 
Mstep: Class 60 contains 6609 members 
Mstep: Class 61 contains 54488 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139270624.000000 Penalty: 216362.421875
Iteration 138Q: 63 clusters Score -1.392706e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 13819 members 
Mstep: Class 3 contains 51380 members 
Mstep: Class 4 contains 7867 members 
Mstep: Class 5 contains 5773 members 
Mstep: Class 6 contains 7109 members 
Mstep: Class 7 contains 129536 members 
Mstep: Class 8 contains 213021 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26605 members 
Mstep: Class 11 contains 12472 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 46798 members 
Mstep: Class 15 contains 14504 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4786 members 
Mstep: Class 18 contains 6183 members 
Mstep: Class 19 contains 141865 members 
Mstep: Class 20 contains 2849 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 18200 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 11816 members 
Mstep: Class 25 contains 18016 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19844 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27362 members 
Mstep: Class 30 contains 11065 members 
Mstep: Class 31 contains 29442 members 
Mstep: Class 32 contains 8902 members 
Mstep: Class 33 contains 4735 members 
Mstep: Class 34 contains 15411 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4772 members 
Mstep: Class 37 contains 6010 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12374 members 
Mstep: Class 40 contains 4494 members 
Mstep: Class 41 contains 7231 members 
Mstep: Class 42 contains 11715 members 
Mstep: Class 43 contains 5504 members 
Mstep: Class 44 contains 16945 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6859 members 
Mstep: Class 47 contains 4318 members 
Mstep: Class 48 contains 6240 members 
Mstep: Class 49 contains 23984 members 
Mstep: Class 50 contains 9464 members 
Mstep: Class 51 contains 13552 members 
Mstep: Class 52 contains 22439 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19251 members 
Mstep: Class 55 contains 2382 members 
Mstep: Class 56 contains 5116 members 
Mstep: Class 57 contains 37986 members 
Mstep: Class 58 contains 1907 members 
Mstep: Class 59 contains 2924 members 
Mstep: Class 60 contains 6631 members 
Mstep: Class 61 contains 54474 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139270320.000000 Penalty: 216362.421875
Iteration 139Q: 63 clusters Score -1.392703e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109688 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 51370 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 5768 members 
Mstep: Class 6 contains 7167 members 
Mstep: Class 7 contains 129521 members 
Mstep: Class 8 contains 213021 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26609 members 
Mstep: Class 11 contains 12461 members 
Mstep: Class 12 contains 12861 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 46780 members 
Mstep: Class 15 contains 14503 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4780 members 
Mstep: Class 18 contains 6190 members 
Mstep: Class 19 contains 141869 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 7950 members 
Mstep: Class 22 contains 18190 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 11863 members 
Mstep: Class 25 contains 17970 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19873 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27352 members 
Mstep: Class 30 contains 11062 members 
Mstep: Class 31 contains 29450 members 
Mstep: Class 32 contains 8889 members 
Mstep: Class 33 contains 4732 members 
Mstep: Class 34 contains 15411 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4772 members 
Mstep: Class 37 contains 6011 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12378 members 
Mstep: Class 40 contains 4496 members 
Mstep: Class 41 contains 7233 members 
Mstep: Class 42 contains 11701 members 
Mstep: Class 43 contains 5506 members 
Mstep: Class 44 contains 16964 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6859 members 
Mstep: Class 47 contains 4324 members 
Mstep: Class 48 contains 6252 members 
Mstep: Class 49 contains 23983 members 
Mstep: Class 50 contains 9364 members 
Mstep: Class 51 contains 13553 members 
Mstep: Class 52 contains 22402 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19247 members 
Mstep: Class 55 contains 2388 members 
Mstep: Class 56 contains 5102 members 
Mstep: Class 57 contains 38014 members 
Mstep: Class 58 contains 1907 members 
Mstep: Class 59 contains 2928 members 
Mstep: Class 60 contains 6645 members 
Mstep: Class 61 contains 54470 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139270864.000000 Penalty: 216362.421875
Iteration 140F: 63 clusters Score -1.392709e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 13844 members 
Mstep: Class 3 contains 51356 members 
Mstep: Class 4 contains 7840 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 129507 members 
Mstep: Class 8 contains 213023 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26595 members 
Mstep: Class 11 contains 12449 members 
Mstep: Class 12 contains 12902 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 46760 members 
Mstep: Class 15 contains 14502 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 4775 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 141883 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 18185 members 
Mstep: Class 23 contains 10821 members 
Mstep: Class 24 contains 11885 members 
Mstep: Class 25 contains 17921 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19896 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 27342 members 
Mstep: Class 30 contains 11058 members 
Mstep: Class 31 contains 29460 members 
Mstep: Class 32 contains 8881 members 
Mstep: Class 33 contains 4728 members 
Mstep: Class 34 contains 15411 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4771 members 
Mstep: Class 37 contains 6010 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12382 members 
Mstep: Class 40 contains 4499 members 
Mstep: Class 41 contains 7235 members 
Mstep: Class 42 contains 11686 members 
Mstep: Class 43 contains 5506 members 
Mstep: Class 44 contains 16967 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6858 members 
Mstep: Class 47 contains 4330 members 
Mstep: Class 48 contains 6330 members 
Mstep: Class 49 contains 23985 members 
Mstep: Class 50 contains 9280 members 
Mstep: Class 51 contains 13559 members 
Mstep: Class 52 contains 22364 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 19236 members 
Mstep: Class 55 contains 2394 members 
Mstep: Class 56 contains 5092 members 
Mstep: Class 57 contains 38031 members 
Mstep: Class 58 contains 1901 members 
Mstep: Class 59 contains 2929 members 
Mstep: Class 60 contains 6657 members 
Mstep: Class 61 contains 54471 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139271248.000000 Penalty: 216362.421875
Iteration 141Q: 63 clusters Score -1.392712e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109687 members 
Mstep: Class 2 contains 13856 members 
Mstep: Class 3 contains 51344 members 
Mstep: Class 4 contains 7821 members 
Mstep: Class 5 contains 5768 members 
Mstep: Class 6 contains 7323 members 
Mstep: Class 7 contains 129498 members 
Mstep: Class 8 contains 213034 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26578 members 
Mstep: Class 11 contains 12437 members 
Mstep: Class 12 contains 12927 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 14501 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 4760 members 
Mstep: Class 18 contains 6201 members 
Mstep: Class 19 contains 141888 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 18184 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 11914 members 
Mstep: Class 25 contains 17876 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19904 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 27338 members 
Mstep: Class 30 contains 11057 members 
Mstep: Class 31 contains 29463 members 
Mstep: Class 32 contains 8872 members 
Mstep: Class 33 contains 4727 members 
Mstep: Class 34 contains 15414 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4772 members 
Mstep: Class 37 contains 6011 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12378 members 
Mstep: Class 40 contains 4501 members 
Mstep: Class 41 contains 7237 members 
Mstep: Class 42 contains 11681 members 
Mstep: Class 43 contains 5506 members 
Mstep: Class 44 contains 16976 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6858 members 
Mstep: Class 47 contains 4341 members 
Mstep: Class 48 contains 6417 members 
Mstep: Class 49 contains 23987 members 
Mstep: Class 50 contains 9202 members 
Mstep: Class 51 contains 13568 members 
Mstep: Class 52 contains 22326 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 19233 members 
Mstep: Class 55 contains 2402 members 
Mstep: Class 56 contains 5087 members 
Mstep: Class 57 contains 38048 members 
Mstep: Class 58 contains 1899 members 
Mstep: Class 59 contains 2930 members 
Mstep: Class 60 contains 6676 members 
Mstep: Class 61 contains 54459 members 
Mstep: Class 62 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139271472.000000 Penalty: 216362.421875
Iteration 142Q: 63 clusters Score -1.392715e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 13865 members 
Mstep: Class 3 contains 51332 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 129484 members 
Mstep: Class 8 contains 213059 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 12419 members 
Mstep: Class 12 contains 12945 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 46704 members 
Mstep: Class 15 contains 14502 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 6203 members 
Mstep: Class 19 contains 141885 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 18175 members 
Mstep: Class 23 contains 10804 members 
Mstep: Class 24 contains 11938 members 
Mstep: Class 25 contains 17842 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19933 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27338 members 
Mstep: Class 30 contains 11054 members 
Mstep: Class 31 contains 29468 members 
Mstep: Class 32 contains 8865 members 
Mstep: Class 33 contains 4726 members 
Mstep: Class 34 contains 15413 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4770 members 
Mstep: Class 37 contains 6012 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12379 members 
Mstep: Class 40 contains 4503 members 
Mstep: Class 41 contains 7240 members 
Mstep: Class 42 contains 11675 members 
Mstep: Class 43 contains 5503 members 
Mstep: Class 44 contains 16991 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6857 members 
Mstep: Class 47 contains 4365 members 
Mstep: Class 48 contains 6489 members 
Mstep: Class 49 contains 23988 members 
Mstep: Class 50 contains 9123 members 
Mstep: Class 51 contains 13575 members 
Mstep: Class 52 contains 22294 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19230 members 
Mstep: Class 55 contains 2414 members 
Mstep: Class 56 contains 5087 members 
Mstep: Class 57 contains 38065 members 
Mstep: Class 58 contains 1898 members 
Mstep: Class 59 contains 2934 members 
Mstep: Class 60 contains 6680 members 
Mstep: Class 61 contains 54463 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139271792.000000 Penalty: 216362.421875
Iteration 143Q: 63 clusters Score -1.392718e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109677 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 51326 members 
Mstep: Class 4 contains 7778 members 
Mstep: Class 5 contains 5768 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 129464 members 
Mstep: Class 8 contains 213070 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26497 members 
Mstep: Class 11 contains 12401 members 
Mstep: Class 12 contains 12961 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 46685 members 
Mstep: Class 15 contains 14503 members 
Mstep: Class 16 contains 5643 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 141895 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 7985 members 
Mstep: Class 22 contains 18164 members 
Mstep: Class 23 contains 10786 members 
Mstep: Class 24 contains 11977 members 
Mstep: Class 25 contains 17797 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19962 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27343 members 
Mstep: Class 30 contains 11054 members 
Mstep: Class 31 contains 29477 members 
Mstep: Class 32 contains 8864 members 
Mstep: Class 33 contains 4724 members 
Mstep: Class 34 contains 15413 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4770 members 
Mstep: Class 37 contains 6013 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12375 members 
Mstep: Class 40 contains 4507 members 
Mstep: Class 41 contains 7242 members 
Mstep: Class 42 contains 11665 members 
Mstep: Class 43 contains 5504 members 
Mstep: Class 44 contains 16999 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6856 members 
Mstep: Class 47 contains 4386 members 
Mstep: Class 48 contains 6571 members 
Mstep: Class 49 contains 23990 members 
Mstep: Class 50 contains 9042 members 
Mstep: Class 51 contains 13582 members 
Mstep: Class 52 contains 22263 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19229 members 
Mstep: Class 55 contains 2421 members 
Mstep: Class 56 contains 5081 members 
Mstep: Class 57 contains 38083 members 
Mstep: Class 58 contains 1893 members 
Mstep: Class 59 contains 2935 members 
Mstep: Class 60 contains 6685 members 
Mstep: Class 61 contains 54436 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139271856.000000 Penalty: 216362.421875
Iteration 144Q: 63 clusters Score -1.392719e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109672 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 51322 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 5766 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 129442 members 
Mstep: Class 8 contains 213092 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26466 members 
Mstep: Class 11 contains 12377 members 
Mstep: Class 12 contains 12982 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 46673 members 
Mstep: Class 15 contains 14503 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 141894 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 7978 members 
Mstep: Class 22 contains 18156 members 
Mstep: Class 23 contains 10780 members 
Mstep: Class 24 contains 12023 members 
Mstep: Class 25 contains 17750 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 19999 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27341 members 
Mstep: Class 30 contains 11054 members 
Mstep: Class 31 contains 29490 members 
Mstep: Class 32 contains 8862 members 
Mstep: Class 33 contains 4718 members 
Mstep: Class 34 contains 15412 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4771 members 
Mstep: Class 37 contains 6011 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12371 members 
Mstep: Class 40 contains 4510 members 
Mstep: Class 41 contains 7243 members 
Mstep: Class 42 contains 11653 members 
Mstep: Class 43 contains 5507 members 
Mstep: Class 44 contains 17014 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 4398 members 
Mstep: Class 48 contains 6616 members 
Mstep: Class 49 contains 23991 members 
Mstep: Class 50 contains 8963 members 
Mstep: Class 51 contains 13600 members 
Mstep: Class 52 contains 22230 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19227 members 
Mstep: Class 55 contains 2429 members 
Mstep: Class 56 contains 5075 members 
Mstep: Class 57 contains 38099 members 
Mstep: Class 58 contains 1892 members 
Mstep: Class 59 contains 2936 members 
Mstep: Class 60 contains 6688 members 
Mstep: Class 61 contains 54435 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272016.000000 Penalty: 216362.421875
Iteration 145Q: 63 clusters Score -1.39272e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 51316 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 5772 members 
Mstep: Class 6 contains 7650 members 
Mstep: Class 7 contains 129428 members 
Mstep: Class 8 contains 213116 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26408 members 
Mstep: Class 11 contains 12343 members 
Mstep: Class 12 contains 13009 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 46673 members 
Mstep: Class 15 contains 14506 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 4752 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 141894 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 7977 members 
Mstep: Class 22 contains 18144 members 
Mstep: Class 23 contains 10767 members 
Mstep: Class 24 contains 12059 members 
Mstep: Class 25 contains 17703 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20037 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27339 members 
Mstep: Class 30 contains 11050 members 
Mstep: Class 31 contains 29495 members 
Mstep: Class 32 contains 8854 members 
Mstep: Class 33 contains 4710 members 
Mstep: Class 34 contains 15414 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4770 members 
Mstep: Class 37 contains 6012 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12366 members 
Mstep: Class 40 contains 4512 members 
Mstep: Class 41 contains 7245 members 
Mstep: Class 42 contains 11637 members 
Mstep: Class 43 contains 5511 members 
Mstep: Class 44 contains 17031 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6853 members 
Mstep: Class 47 contains 4403 members 
Mstep: Class 48 contains 6671 members 
Mstep: Class 49 contains 23995 members 
Mstep: Class 50 contains 8893 members 
Mstep: Class 51 contains 13599 members 
Mstep: Class 52 contains 22206 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19222 members 
Mstep: Class 55 contains 2438 members 
Mstep: Class 56 contains 5072 members 
Mstep: Class 57 contains 38113 members 
Mstep: Class 58 contains 1890 members 
Mstep: Class 59 contains 2934 members 
Mstep: Class 60 contains 6707 members 
Mstep: Class 61 contains 54426 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272064.000000 Penalty: 216362.421875
Iteration 146Q: 63 clusters Score -1.392721e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 51307 members 
Mstep: Class 4 contains 7714 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 6 contains 7749 members 
Mstep: Class 7 contains 129411 members 
Mstep: Class 8 contains 213138 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26365 members 
Mstep: Class 11 contains 12309 members 
Mstep: Class 12 contains 13041 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 46671 members 
Mstep: Class 15 contains 14512 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 4757 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 141886 members 
Mstep: Class 20 contains 2730 members 
Mstep: Class 21 contains 7981 members 
Mstep: Class 22 contains 18138 members 
Mstep: Class 23 contains 10751 members 
Mstep: Class 24 contains 12105 members 
Mstep: Class 25 contains 17640 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20075 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27336 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 29500 members 
Mstep: Class 32 contains 8847 members 
Mstep: Class 33 contains 4709 members 
Mstep: Class 34 contains 15415 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4768 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12358 members 
Mstep: Class 40 contains 4513 members 
Mstep: Class 41 contains 7245 members 
Mstep: Class 42 contains 11617 members 
Mstep: Class 43 contains 5511 members 
Mstep: Class 44 contains 17070 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6849 members 
Mstep: Class 47 contains 4413 members 
Mstep: Class 48 contains 6723 members 
Mstep: Class 49 contains 23996 members 
Mstep: Class 50 contains 8829 members 
Mstep: Class 51 contains 13591 members 
Mstep: Class 52 contains 22176 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19217 members 
Mstep: Class 55 contains 2443 members 
Mstep: Class 56 contains 5067 members 
Mstep: Class 57 contains 38117 members 
Mstep: Class 58 contains 1888 members 
Mstep: Class 59 contains 2937 members 
Mstep: Class 60 contains 6724 members 
Mstep: Class 61 contains 54409 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272112.000000 Penalty: 216362.421875
Iteration 147Q: 63 clusters Score -1.392721e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109685 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 51293 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 7849 members 
Mstep: Class 7 contains 129397 members 
Mstep: Class 8 contains 213160 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26307 members 
Mstep: Class 11 contains 12277 members 
Mstep: Class 12 contains 13070 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 46657 members 
Mstep: Class 15 contains 14513 members 
Mstep: Class 16 contains 5637 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 141877 members 
Mstep: Class 20 contains 2715 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 18131 members 
Mstep: Class 23 contains 10730 members 
Mstep: Class 24 contains 12161 members 
Mstep: Class 25 contains 17583 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20120 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27334 members 
Mstep: Class 30 contains 11042 members 
Mstep: Class 31 contains 29503 members 
Mstep: Class 32 contains 8834 members 
Mstep: Class 33 contains 4708 members 
Mstep: Class 34 contains 15415 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4765 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12349 members 
Mstep: Class 40 contains 4514 members 
Mstep: Class 41 contains 7246 members 
Mstep: Class 42 contains 11612 members 
Mstep: Class 43 contains 5515 members 
Mstep: Class 44 contains 17111 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6849 members 
Mstep: Class 47 contains 4426 members 
Mstep: Class 48 contains 6756 members 
Mstep: Class 49 contains 24000 members 
Mstep: Class 50 contains 8770 members 
Mstep: Class 51 contains 13592 members 
Mstep: Class 52 contains 22159 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19213 members 
Mstep: Class 55 contains 2452 members 
Mstep: Class 56 contains 5064 members 
Mstep: Class 57 contains 38124 members 
Mstep: Class 58 contains 1888 members 
Mstep: Class 59 contains 2940 members 
Mstep: Class 60 contains 6735 members 
Mstep: Class 61 contains 54411 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272320.000000 Penalty: 216362.421875
Iteration 148Q: 63 clusters Score -1.392723e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109689 members 
Mstep: Class 2 contains 13904 members 
Mstep: Class 3 contains 51283 members 
Mstep: Class 4 contains 7698 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 129388 members 
Mstep: Class 8 contains 213177 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26255 members 
Mstep: Class 11 contains 12232 members 
Mstep: Class 12 contains 13115 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 46643 members 
Mstep: Class 15 contains 14511 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 6221 members 
Mstep: Class 19 contains 141878 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 7985 members 
Mstep: Class 22 contains 18128 members 
Mstep: Class 23 contains 10710 members 
Mstep: Class 24 contains 12211 members 
Mstep: Class 25 contains 17494 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20159 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27325 members 
Mstep: Class 30 contains 11037 members 
Mstep: Class 31 contains 29507 members 
Mstep: Class 32 contains 8826 members 
Mstep: Class 33 contains 4706 members 
Mstep: Class 34 contains 15417 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4764 members 
Mstep: Class 37 contains 6018 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12348 members 
Mstep: Class 40 contains 4514 members 
Mstep: Class 41 contains 7247 members 
Mstep: Class 42 contains 11603 members 
Mstep: Class 43 contains 5517 members 
Mstep: Class 44 contains 17156 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6849 members 
Mstep: Class 47 contains 4435 members 
Mstep: Class 48 contains 6781 members 
Mstep: Class 49 contains 24003 members 
Mstep: Class 50 contains 8711 members 
Mstep: Class 51 contains 13596 members 
Mstep: Class 52 contains 22135 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19208 members 
Mstep: Class 55 contains 2457 members 
Mstep: Class 56 contains 5060 members 
Mstep: Class 57 contains 38128 members 
Mstep: Class 58 contains 1887 members 
Mstep: Class 59 contains 2942 members 
Mstep: Class 60 contains 6754 members 
Mstep: Class 61 contains 54404 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272448.000000 Penalty: 216362.421875
Iteration 149Q: 63 clusters Score -1.392724e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 51272 members 
Mstep: Class 4 contains 7696 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 7 contains 129370 members 
Mstep: Class 8 contains 213191 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26214 members 
Mstep: Class 11 contains 12195 members 
Mstep: Class 12 contains 13142 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 46635 members 
Mstep: Class 15 contains 14508 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 4728 members 
Mstep: Class 18 contains 6226 members 
Mstep: Class 19 contains 141863 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 7984 members 
Mstep: Class 22 contains 18123 members 
Mstep: Class 23 contains 10693 members 
Mstep: Class 24 contains 12254 members 
Mstep: Class 25 contains 17388 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20189 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27318 members 
Mstep: Class 30 contains 11032 members 
Mstep: Class 31 contains 29518 members 
Mstep: Class 32 contains 8817 members 
Mstep: Class 33 contains 4706 members 
Mstep: Class 34 contains 15419 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4765 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4514 members 
Mstep: Class 41 contains 7248 members 
Mstep: Class 42 contains 11586 members 
Mstep: Class 43 contains 5521 members 
Mstep: Class 44 contains 17191 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6849 members 
Mstep: Class 47 contains 4444 members 
Mstep: Class 48 contains 6797 members 
Mstep: Class 49 contains 24004 members 
Mstep: Class 50 contains 8668 members 
Mstep: Class 51 contains 13596 members 
Mstep: Class 52 contains 22122 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19203 members 
Mstep: Class 55 contains 2462 members 
Mstep: Class 56 contains 5055 members 
Mstep: Class 57 contains 38142 members 
Mstep: Class 58 contains 1886 members 
Mstep: Class 59 contains 2943 members 
Mstep: Class 60 contains 6778 members 
Mstep: Class 61 contains 54399 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272624.000000 Penalty: 216362.421875
Iteration 150Q: 63 clusters Score -1.392726e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 51262 members 
Mstep: Class 4 contains 7694 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 8276 members 
Mstep: Class 7 contains 129351 members 
Mstep: Class 8 contains 213197 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26171 members 
Mstep: Class 11 contains 12163 members 
Mstep: Class 12 contains 13168 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 46627 members 
Mstep: Class 15 contains 14505 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 6232 members 
Mstep: Class 19 contains 141862 members 
Mstep: Class 20 contains 2671 members 
Mstep: Class 21 contains 7984 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 10670 members 
Mstep: Class 24 contains 12293 members 
Mstep: Class 25 contains 17283 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20219 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27314 members 
Mstep: Class 30 contains 11029 members 
Mstep: Class 31 contains 29531 members 
Mstep: Class 32 contains 8802 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 15418 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4764 members 
Mstep: Class 37 contains 6020 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4516 members 
Mstep: Class 41 contains 7246 members 
Mstep: Class 42 contains 11569 members 
Mstep: Class 43 contains 5525 members 
Mstep: Class 44 contains 17226 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6849 members 
Mstep: Class 47 contains 4444 members 
Mstep: Class 48 contains 6822 members 
Mstep: Class 49 contains 24008 members 
Mstep: Class 50 contains 8640 members 
Mstep: Class 51 contains 13599 members 
Mstep: Class 52 contains 22110 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19202 members 
Mstep: Class 55 contains 2462 members 
Mstep: Class 56 contains 5047 members 
Mstep: Class 57 contains 38160 members 
Mstep: Class 58 contains 1885 members 
Mstep: Class 59 contains 2942 members 
Mstep: Class 60 contains 6785 members 
Mstep: Class 61 contains 54385 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272560.000000 Penalty: 216362.421875
Iteration 151Q: 63 clusters Score -1.392726e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 51255 members 
Mstep: Class 4 contains 7687 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 129339 members 
Mstep: Class 8 contains 213201 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26140 members 
Mstep: Class 11 contains 12123 members 
Mstep: Class 12 contains 13191 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 46615 members 
Mstep: Class 15 contains 14504 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 4700 members 
Mstep: Class 18 contains 6236 members 
Mstep: Class 19 contains 141870 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 7986 members 
Mstep: Class 22 contains 18106 members 
Mstep: Class 23 contains 10657 members 
Mstep: Class 24 contains 12329 members 
Mstep: Class 25 contains 17156 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20252 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27309 members 
Mstep: Class 30 contains 11029 members 
Mstep: Class 31 contains 29541 members 
Mstep: Class 32 contains 8787 members 
Mstep: Class 33 contains 4704 members 
Mstep: Class 34 contains 15419 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4764 members 
Mstep: Class 37 contains 6018 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12337 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7247 members 
Mstep: Class 42 contains 11554 members 
Mstep: Class 43 contains 5525 members 
Mstep: Class 44 contains 17266 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6847 members 
Mstep: Class 47 contains 4452 members 
Mstep: Class 48 contains 6838 members 
Mstep: Class 49 contains 24010 members 
Mstep: Class 50 contains 8619 members 
Mstep: Class 51 contains 13620 members 
Mstep: Class 52 contains 22102 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19198 members 
Mstep: Class 55 contains 2472 members 
Mstep: Class 56 contains 5037 members 
Mstep: Class 57 contains 38171 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2943 members 
Mstep: Class 60 contains 6800 members 
Mstep: Class 61 contains 54376 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272960.000000 Penalty: 216362.421875
Iteration 152Q: 63 clusters Score -1.39273e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 51241 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 8572 members 
Mstep: Class 7 contains 129327 members 
Mstep: Class 8 contains 213200 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26093 members 
Mstep: Class 11 contains 12084 members 
Mstep: Class 12 contains 13214 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46612 members 
Mstep: Class 15 contains 14506 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 6237 members 
Mstep: Class 19 contains 141879 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 7985 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10633 members 
Mstep: Class 24 contains 12346 members 
Mstep: Class 25 contains 17032 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20281 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27307 members 
Mstep: Class 30 contains 11028 members 
Mstep: Class 31 contains 29544 members 
Mstep: Class 32 contains 8769 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 15420 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4764 members 
Mstep: Class 37 contains 6018 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12333 members 
Mstep: Class 40 contains 4519 members 
Mstep: Class 41 contains 7247 members 
Mstep: Class 42 contains 11545 members 
Mstep: Class 43 contains 5527 members 
Mstep: Class 44 contains 17301 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4465 members 
Mstep: Class 48 contains 6845 members 
Mstep: Class 49 contains 24010 members 
Mstep: Class 50 contains 8599 members 
Mstep: Class 51 contains 13633 members 
Mstep: Class 52 contains 22100 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19193 members 
Mstep: Class 55 contains 2481 members 
Mstep: Class 56 contains 5037 members 
Mstep: Class 57 contains 38170 members 
Mstep: Class 58 contains 1884 members 
Mstep: Class 59 contains 2945 members 
Mstep: Class 60 contains 6816 members 
Mstep: Class 61 contains 54386 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139273168.000000 Penalty: 216362.421875
Iteration 153Q: 63 clusters Score -1.392732e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109729 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 51232 members 
Mstep: Class 4 contains 7671 members 
Mstep: Class 5 contains 5768 members 
Mstep: Class 6 contains 8752 members 
Mstep: Class 7 contains 129320 members 
Mstep: Class 8 contains 213201 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 12042 members 
Mstep: Class 12 contains 13228 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 46607 members 
Mstep: Class 15 contains 14507 members 
Mstep: Class 16 contains 5635 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 6232 members 
Mstep: Class 19 contains 141870 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 7986 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 10636 members 
Mstep: Class 24 contains 12352 members 
Mstep: Class 25 contains 16884 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20308 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27300 members 
Mstep: Class 30 contains 11028 members 
Mstep: Class 31 contains 29547 members 
Mstep: Class 32 contains 8747 members 
Mstep: Class 33 contains 4701 members 
Mstep: Class 34 contains 15424 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4763 members 
Mstep: Class 37 contains 6015 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12333 members 
Mstep: Class 40 contains 4521 members 
Mstep: Class 41 contains 7248 members 
Mstep: Class 42 contains 11554 members 
Mstep: Class 43 contains 5528 members 
Mstep: Class 44 contains 17329 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6844 members 
Mstep: Class 47 contains 4474 members 
Mstep: Class 48 contains 6860 members 
Mstep: Class 49 contains 24008 members 
Mstep: Class 50 contains 8590 members 
Mstep: Class 51 contains 13637 members 
Mstep: Class 52 contains 22095 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19193 members 
Mstep: Class 55 contains 2497 members 
Mstep: Class 56 contains 5037 members 
Mstep: Class 57 contains 38177 members 
Mstep: Class 58 contains 1885 members 
Mstep: Class 59 contains 2947 members 
Mstep: Class 60 contains 6827 members 
Mstep: Class 61 contains 54389 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139273280.000000 Penalty: 216362.421875
Iteration 154Q: 63 clusters Score -1.392733e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 51229 members 
Mstep: Class 4 contains 7668 members 
Mstep: Class 5 contains 5772 members 
Mstep: Class 6 contains 8930 members 
Mstep: Class 7 contains 129319 members 
Mstep: Class 8 contains 213201 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25998 members 
Mstep: Class 11 contains 12001 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 46602 members 
Mstep: Class 15 contains 14502 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 6227 members 
Mstep: Class 19 contains 141861 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 7992 members 
Mstep: Class 22 contains 18104 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12361 members 
Mstep: Class 25 contains 16724 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20334 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27292 members 
Mstep: Class 30 contains 11028 members 
Mstep: Class 31 contains 29546 members 
Mstep: Class 32 contains 8716 members 
Mstep: Class 33 contains 4695 members 
Mstep: Class 34 contains 15424 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 4760 members 
Mstep: Class 37 contains 6015 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12335 members 
Mstep: Class 40 contains 4520 members 
Mstep: Class 41 contains 7252 members 
Mstep: Class 42 contains 11561 members 
Mstep: Class 43 contains 5530 members 
Mstep: Class 44 contains 17381 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 6861 members 
Mstep: Class 49 contains 24005 members 
Mstep: Class 50 contains 8587 members 
Mstep: Class 51 contains 13640 members 
Mstep: Class 52 contains 22090 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19193 members 
Mstep: Class 55 contains 2506 members 
Mstep: Class 56 contains 5034 members 
Mstep: Class 57 contains 38184 members 
Mstep: Class 58 contains 1885 members 
Mstep: Class 59 contains 2946 members 
Mstep: Class 60 contains 6839 members 
Mstep: Class 61 contains 54394 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139273344.000000 Penalty: 216362.421875
Iteration 155Q: 63 clusters Score -1.392733e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 5775 members 
Mstep: Class 6 contains 9173 members 
Mstep: Class 7 contains 129317 members 
Mstep: Class 8 contains 213211 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 11955 members 
Mstep: Class 12 contains 13250 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 46595 members 
Mstep: Class 15 contains 14496 members 
Mstep: Class 16 contains 5639 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 6226 members 
Mstep: Class 19 contains 141831 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10626 members 
Mstep: Class 24 contains 12381 members 
Mstep: Class 25 contains 16561 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20366 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27284 members 
Mstep: Class 30 contains 11029 members 
Mstep: Class 31 contains 29542 members 
Mstep: Class 32 contains 8687 members 
Mstep: Class 33 contains 4694 members 
Mstep: Class 34 contains 15427 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 4756 members 
Mstep: Class 37 contains 6012 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12337 members 
Mstep: Class 40 contains 4519 members 
Mstep: Class 41 contains 7256 members 
Mstep: Class 42 contains 11571 members 
Mstep: Class 43 contains 5531 members 
Mstep: Class 44 contains 17419 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4496 members 
Mstep: Class 48 contains 6868 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8583 members 
Mstep: Class 51 contains 13640 members 
Mstep: Class 52 contains 22081 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19191 members 
Mstep: Class 55 contains 2515 members 
Mstep: Class 56 contains 5027 members 
Mstep: Class 57 contains 38192 members 
Mstep: Class 58 contains 1886 members 
Mstep: Class 59 contains 2947 members 
Mstep: Class 60 contains 6847 members 
Mstep: Class 61 contains 54392 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139273712.000000 Penalty: 216362.421875
Iteration 156Q: 63 clusters Score -1.392737e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 9440 members 
Mstep: Class 7 contains 129309 members 
Mstep: Class 8 contains 213221 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25899 members 
Mstep: Class 11 contains 11906 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 3660 members 
Mstep: Class 14 contains 46591 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 5647 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 6228 members 
Mstep: Class 19 contains 141804 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 7994 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 10631 members 
Mstep: Class 24 contains 12404 members 
Mstep: Class 25 contains 16367 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20398 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27276 members 
Mstep: Class 30 contains 11029 members 
Mstep: Class 31 contains 29544 members 
Mstep: Class 32 contains 8657 members 
Mstep: Class 33 contains 4694 members 
Mstep: Class 34 contains 15428 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 4753 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12333 members 
Mstep: Class 40 contains 4519 members 
Mstep: Class 41 contains 7259 members 
Mstep: Class 42 contains 11575 members 
Mstep: Class 43 contains 5535 members 
Mstep: Class 44 contains 17444 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4501 members 
Mstep: Class 48 contains 6875 members 
Mstep: Class 49 contains 24005 members 
Mstep: Class 50 contains 8569 members 
Mstep: Class 51 contains 13641 members 
Mstep: Class 52 contains 22067 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19190 members 
Mstep: Class 55 contains 2521 members 
Mstep: Class 56 contains 5024 members 
Mstep: Class 57 contains 38198 members 
Mstep: Class 58 contains 1885 members 
Mstep: Class 59 contains 2947 members 
Mstep: Class 60 contains 6855 members 
Mstep: Class 61 contains 54385 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139274224.000000 Penalty: 216362.421875
Iteration 157Q: 63 clusters Score -1.392742e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 51223 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9721 members 
Mstep: Class 7 contains 129301 members 
Mstep: Class 8 contains 213223 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25844 members 
Mstep: Class 11 contains 11875 members 
Mstep: Class 12 contains 13271 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46588 members 
Mstep: Class 15 contains 14479 members 
Mstep: Class 16 contains 5656 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141748 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 7995 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 12416 members 
Mstep: Class 25 contains 16193 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20444 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27271 members 
Mstep: Class 30 contains 11029 members 
Mstep: Class 31 contains 29547 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 4693 members 
Mstep: Class 34 contains 15429 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12336 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7259 members 
Mstep: Class 42 contains 11585 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17447 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4512 members 
Mstep: Class 48 contains 6886 members 
Mstep: Class 49 contains 24005 members 
Mstep: Class 50 contains 8557 members 
Mstep: Class 51 contains 13644 members 
Mstep: Class 52 contains 22059 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19187 members 
Mstep: Class 55 contains 2537 members 
Mstep: Class 56 contains 5015 members 
Mstep: Class 57 contains 38206 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6864 members 
Mstep: Class 61 contains 54378 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139274656.000000 Penalty: 216362.421875
Iteration 158Q: 63 clusters Score -1.392747e+08 nChanged 1057
Entering ConstructFrom: 
Score: -139274656.000000 Penalty: 216362.421875
Entering ConstructFrom: 
Trying to split cluster 1 (109732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109732 members 
Entering Unmasked Estep 
Score: -12343066.000000 Penalty: 2878.237305
	Iteration 0F: 2 clusters Score -1.234307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -12269903.000000 Penalty: 5756.474609
	Iteration 0F: 3 clusters Score -1.22699e+07 nChanged 52059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -12299811.000000 Penalty: 5756.474609
	Iteration 1F: 3 clusters Score -1.229981e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -12300957.000000 Penalty: 5756.474609
	Iteration 2Q: 3 clusters Score -1.230096e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -12302304.000000 Penalty: 5756.474609
	Iteration 3Q: 3 clusters Score -1.23023e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -12304050.000000 Penalty: 5756.474609
	Iteration 4Q: 3 clusters Score -1.230405e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -12306540.000000 Penalty: 5756.474609
	Iteration 5F: 3 clusters Score -1.230654e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -12309414.000000 Penalty: 5756.474609
	Iteration 6F: 3 clusters Score -1.230941e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -12313519.000000 Penalty: 5756.474609
	Iteration 7F: 3 clusters Score -1.231352e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -12318730.000000 Penalty: 5756.474609
	Iteration 8F: 3 clusters Score -1.231873e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -12324857.000000 Penalty: 5756.474609
	Iteration 9F: 3 clusters Score -1.232486e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -12330932.000000 Penalty: 5756.474609
	Iteration 10F: 3 clusters Score -1.233093e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -12335565.000000 Penalty: 5756.474609
	Iteration 11Q: 3 clusters Score -1.233556e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -12338251.000000 Penalty: 5756.474609
	Iteration 12Q: 3 clusters Score -1.233825e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -12339593.000000 Penalty: 5756.474609
	Iteration 13Q: 3 clusters Score -1.233959e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12340170.000000 Penalty: 5756.474609
	Iteration 14Q: 3 clusters Score -1.234017e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12340437.000000 Penalty: 5756.474609
	Iteration 15Q: 3 clusters Score -1.234044e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109035 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12340557.000000 Penalty: 5756.474609
	Iteration 16Q: 3 clusters Score -1.234056e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12340617.000000 Penalty: 5756.474609
	Iteration 17Q: 3 clusters Score -1.234062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109146 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12340667.000000 Penalty: 5756.474609
	Iteration 18Q: 3 clusters Score -1.234067e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109174 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -12340675.000000 Penalty: 5756.474609
	Iteration 19Q: 3 clusters Score -1.234068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12340694.000000 Penalty: 5756.474609
	Iteration 20F: 3 clusters Score -1.234069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12340696.000000 Penalty: 5756.474609
	Iteration 21Q: 3 clusters Score -1.23407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12340697.000000 Penalty: 5756.474609
	Iteration 22Q: 3 clusters Score -1.23407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12340702.000000 Penalty: 5756.474609
	Iteration 23Q: 3 clusters Score -1.23407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12340712.000000 Penalty: 5756.474609
	Iteration 24Q: 3 clusters Score -1.234071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109212 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12340719.000000 Penalty: 5756.474609
	Iteration 25Q: 3 clusters Score -1.234072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12340722.000000 Penalty: 5756.474609
	Iteration 26Q: 3 clusters Score -1.234072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12340714.000000 Penalty: 5756.474609
	Iteration 27Q: 3 clusters Score -1.234071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12340722.000000 Penalty: 5756.474609
	Iteration 28Q: 3 clusters Score -1.234072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12340717.000000 Penalty: 5756.474609
	Iteration 29Q: 3 clusters Score -1.234072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12340721.000000 Penalty: 5756.474609
	Iteration 30Q: 3 clusters Score -1.234072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12340728.000000 Penalty: 5756.474609
	Iteration 31Q: 3 clusters Score -1.234073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12340729.000000 Penalty: 5756.474609
	Iteration 32Q: 3 clusters Score -1.234073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12340729.000000 Penalty: 5756.474609
	Iteration 33F: 3 clusters Score -1.234073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Entering Unmasked Estep 
Score: -1519140.500000 Penalty: 2365.635498
	Iteration 0F: 2 clusters Score -1519140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1508961.125000 Penalty: 4731.270996
	Iteration 0F: 3 clusters Score -1508961 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1512326.000000 Penalty: 4731.270996
	Iteration 1F: 3 clusters Score -1512326 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1513041.625000 Penalty: 4731.270996
	Iteration 2F: 3 clusters Score -1513042 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1514048.250000 Penalty: 4731.270996
	Iteration 3F: 3 clusters Score -1514048 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1515358.000000 Penalty: 4731.270996
	Iteration 4F: 3 clusters Score -1515358 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1516614.125000 Penalty: 4731.270996
	Iteration 5F: 3 clusters Score -1516614 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1517577.000000 Penalty: 4731.270996
	Iteration 6F: 3 clusters Score -1517577 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1518186.625000 Penalty: 4731.270996
	Iteration 7F: 3 clusters Score -1518187 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1518517.125000 Penalty: 4731.270996
	Iteration 8Q: 3 clusters Score -1518517 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1518690.250000 Penalty: 4731.270996
	Iteration 9Q: 3 clusters Score -1518690 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1518798.500000 Penalty: 4731.270996
	Iteration 10Q: 3 clusters Score -1518798 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1518876.500000 Penalty: 4731.270996
	Iteration 11Q: 3 clusters Score -1518876 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1518931.000000 Penalty: 4731.270996
	Iteration 12Q: 3 clusters Score -1518931 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1518969.000000 Penalty: 4731.270996
	Iteration 13Q: 3 clusters Score -1518969 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1519004.500000 Penalty: 4731.270996
	Iteration 14Q: 3 clusters Score -1519004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1519039.750000 Penalty: 4731.270996
	Iteration 15Q: 3 clusters Score -1519040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1519067.250000 Penalty: 4731.270996
	Iteration 16Q: 3 clusters Score -1519067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1519093.750000 Penalty: 4731.270996
	Iteration 17Q: 3 clusters Score -1519094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1519111.250000 Penalty: 4731.270996
	Iteration 18Q: 3 clusters Score -1519111 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1519131.250000 Penalty: 4731.270996
	Iteration 19Q: 3 clusters Score -1519131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1519147.625000 Penalty: 4731.270996
	Iteration 20F: 3 clusters Score -1519148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1519162.875000 Penalty: 4731.270996
	Iteration 21Q: 3 clusters Score -1519163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1519170.000000 Penalty: 4731.270996
	Iteration 22Q: 3 clusters Score -1519170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1519175.250000 Penalty: 4731.270996
	Iteration 23Q: 3 clusters Score -1519175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1519180.750000 Penalty: 4731.270996
	Iteration 24Q: 3 clusters Score -1519181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1519176.250000 Penalty: 4731.270996
	Iteration 25Q: 3 clusters Score -1519176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1519178.750000 Penalty: 4731.270996
	Iteration 26Q: 3 clusters Score -1519179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1519174.625000 Penalty: 4731.270996
	Iteration 27Q: 3 clusters Score -1519175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1519180.125000 Penalty: 4731.270996
	Iteration 28Q: 3 clusters Score -1519180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1519179.375000 Penalty: 4731.270996
	Iteration 29Q: 3 clusters Score -1519179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1519179.500000 Penalty: 4731.270996
	Iteration 30Q: 3 clusters Score -1519180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1519186.750000 Penalty: 4731.270996
	Iteration 31Q: 3 clusters Score -1519187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1519191.000000 Penalty: 4731.270996
	Iteration 32Q: 3 clusters Score -1519191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1519200.000000 Penalty: 4731.270996
	Iteration 33Q: 3 clusters Score -1519200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1519201.500000 Penalty: 4731.270996
	Iteration 34Q: 3 clusters Score -1519202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1519205.500000 Penalty: 4731.270996
	Iteration 35Q: 3 clusters Score -1519206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1519206.500000 Penalty: 4731.270996
	Iteration 36Q: 3 clusters Score -1519206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1519203.750000 Penalty: 4731.270996
	Iteration 37Q: 3 clusters Score -1519204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1519206.625000 Penalty: 4731.270996
	Iteration 38Q: 3 clusters Score -1519207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1519212.875000 Penalty: 4731.270996
	Iteration 39Q: 3 clusters Score -1519213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1519207.875000 Penalty: 4731.270996
	Iteration 40F: 3 clusters Score -1519208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1519211.125000 Penalty: 4731.270996
	Iteration 41Q: 3 clusters Score -1519211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1519211.625000 Penalty: 4731.270996
	Iteration 42Q: 3 clusters Score -1519212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1519212.500000 Penalty: 4731.270996
	Iteration 43Q: 3 clusters Score -1519212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1519213.625000 Penalty: 4731.270996
	Iteration 44Q: 3 clusters Score -1519214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1519217.125000 Penalty: 4731.270996
	Iteration 45Q: 3 clusters Score -1519217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1519215.125000 Penalty: 4731.270996
	Iteration 46Q: 3 clusters Score -1519215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1519217.500000 Penalty: 4731.270996
	Iteration 47Q: 3 clusters Score -1519218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1519217.875000 Penalty: 4731.270996
	Iteration 48Q: 3 clusters Score -1519218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1519217.875000 Penalty: 4731.270996
	Iteration 49F: 3 clusters Score -1519218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 10945 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 2944 members 
Entering Unmasked Estep 
Score: -139273984.000000 Penalty: 219852.140625
Splitting cluster 2 changes total score from -139274656.000000 to -139273984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (51219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Entering Unmasked Estep 
Score: -5847844.500000 Penalty: 2689.278564
	Iteration 0F: 2 clusters Score -5847844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -5813332.000000 Penalty: 5378.557129
	Iteration 0F: 3 clusters Score -5813332 nChanged 23641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -5826482.500000 Penalty: 5378.557129
	Iteration 1F: 3 clusters Score -5826482 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5827080.500000 Penalty: 5378.557129
	Iteration 2Q: 3 clusters Score -5827080 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -5827668.500000 Penalty: 5378.557129
	Iteration 3Q: 3 clusters Score -5827668 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5828477.000000 Penalty: 5378.557129
	Iteration 4Q: 3 clusters Score -5828477 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -5829437.000000 Penalty: 5378.557129
	Iteration 5Q: 3 clusters Score -5829437 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5830836.500000 Penalty: 5378.557129
	Iteration 6F: 3 clusters Score -5830836 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5832640.500000 Penalty: 5378.557129
	Iteration 7F: 3 clusters Score -5832640 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -5835017.000000 Penalty: 5378.557129
	Iteration 8F: 3 clusters Score -5835017 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -5837718.500000 Penalty: 5378.557129
	Iteration 9F: 3 clusters Score -5837718 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -5840262.500000 Penalty: 5378.557129
	Iteration 10F: 3 clusters Score -5840262 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5842319.000000 Penalty: 5378.557129
	Iteration 11Q: 3 clusters Score -5842319 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5843698.500000 Penalty: 5378.557129
	Iteration 12Q: 3 clusters Score -5843698 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5844598.500000 Penalty: 5378.557129
	Iteration 13Q: 3 clusters Score -5844598 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5845178.000000 Penalty: 5378.557129
	Iteration 14Q: 3 clusters Score -5845178 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5845508.000000 Penalty: 5378.557129
	Iteration 15Q: 3 clusters Score -5845508 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5845678.500000 Penalty: 5378.557129
	Iteration 16Q: 3 clusters Score -5845678 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5845798.000000 Penalty: 5378.557129
	Iteration 17Q: 3 clusters Score -5845798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5845868.500000 Penalty: 5378.557129
	Iteration 18Q: 3 clusters Score -5845868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5845904.000000 Penalty: 5378.557129
	Iteration 19Q: 3 clusters Score -5845904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5845934.000000 Penalty: 5378.557129
	Iteration 20F: 3 clusters Score -5845934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5845935.000000 Penalty: 5378.557129
	Iteration 21Q: 3 clusters Score -5845935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5845940.500000 Penalty: 5378.557129
	Iteration 22Q: 3 clusters Score -5845940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5845949.500000 Penalty: 5378.557129
	Iteration 23Q: 3 clusters Score -5845950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5845958.500000 Penalty: 5378.557129
	Iteration 24Q: 3 clusters Score -5845958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5845965.500000 Penalty: 5378.557129
	Iteration 25Q: 3 clusters Score -5845966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5845963.500000 Penalty: 5378.557129
	Iteration 26Q: 3 clusters Score -5845964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5845962.000000 Penalty: 5378.557129
	Iteration 27Q: 3 clusters Score -5845962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5845963.000000 Penalty: 5378.557129
	Iteration 28Q: 3 clusters Score -5845963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5845971.500000 Penalty: 5378.557129
	Iteration 29Q: 3 clusters Score -5845972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5845975.500000 Penalty: 5378.557129
	Iteration 30Q: 3 clusters Score -5845976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5845977.000000 Penalty: 5378.557129
	Iteration 31Q: 3 clusters Score -5845977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5845975.000000 Penalty: 5378.557129
	Iteration 32Q: 3 clusters Score -5845975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5845976.500000 Penalty: 5378.557129
	Iteration 33Q: 3 clusters Score -5845976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5845980.000000 Penalty: 5378.557129
	Iteration 34Q: 3 clusters Score -5845980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5845978.500000 Penalty: 5378.557129
	Iteration 35Q: 3 clusters Score -5845978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5845980.500000 Penalty: 5378.557129
	Iteration 36Q: 3 clusters Score -5845980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5845975.500000 Penalty: 5378.557129
	Iteration 37Q: 3 clusters Score -5845976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5845979.000000 Penalty: 5378.557129
	Iteration 38Q: 3 clusters Score -5845979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5845980.500000 Penalty: 5378.557129
	Iteration 39Q: 3 clusters Score -5845980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5845980.500000 Penalty: 5378.557129
	Iteration 40F: 3 clusters Score -5845980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Entering Unmasked Estep 
Score: -803711.062500 Penalty: 2218.830078
	Iteration 0F: 2 clusters Score -803711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -797468.062500 Penalty: 4437.660156
	Iteration 0F: 3 clusters Score -797468.1 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -799205.875000 Penalty: 4437.660156
	Iteration 1F: 3 clusters Score -799205.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -799517.437500 Penalty: 4437.660156
	Iteration 2F: 3 clusters Score -799517.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -799717.000000 Penalty: 4437.660156
	Iteration 3Q: 3 clusters Score -799717 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -799883.187500 Penalty: 4437.660156
	Iteration 4Q: 3 clusters Score -799883.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -800040.062500 Penalty: 4437.660156
	Iteration 5Q: 3 clusters Score -800040.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -800182.812500 Penalty: 4437.660156
	Iteration 6Q: 3 clusters Score -800182.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -800319.562500 Penalty: 4437.660156
	Iteration 7Q: 3 clusters Score -800319.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -800452.125000 Penalty: 4437.660156
	Iteration 8Q: 3 clusters Score -800452.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -800569.812500 Penalty: 4437.660156
	Iteration 9Q: 3 clusters Score -800569.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -800669.875000 Penalty: 4437.660156
	Iteration 10Q: 3 clusters Score -800669.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -800762.375000 Penalty: 4437.660156
	Iteration 11Q: 3 clusters Score -800762.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -800836.062500 Penalty: 4437.660156
	Iteration 12Q: 3 clusters Score -800836.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -800893.187500 Penalty: 4437.660156
	Iteration 13Q: 3 clusters Score -800893.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -800960.437500 Penalty: 4437.660156
	Iteration 14Q: 3 clusters Score -800960.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -801025.937500 Penalty: 4437.660156
	Iteration 15Q: 3 clusters Score -801025.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -801079.562500 Penalty: 4437.660156
	Iteration 16Q: 3 clusters Score -801079.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -801135.625000 Penalty: 4437.660156
	Iteration 17Q: 3 clusters Score -801135.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -801201.812500 Penalty: 4437.660156
	Iteration 18Q: 3 clusters Score -801201.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -801275.125000 Penalty: 4437.660156
	Iteration 19Q: 3 clusters Score -801275.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -801351.687500 Penalty: 4437.660156
	Iteration 20F: 3 clusters Score -801351.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -801427.500000 Penalty: 4437.660156
	Iteration 21Q: 3 clusters Score -801427.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -801502.187500 Penalty: 4437.660156
	Iteration 22Q: 3 clusters Score -801502.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -801569.000000 Penalty: 4437.660156
	Iteration 23Q: 3 clusters Score -801569 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -801620.812500 Penalty: 4437.660156
	Iteration 24Q: 3 clusters Score -801620.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -801678.125000 Penalty: 4437.660156
	Iteration 25Q: 3 clusters Score -801678.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -801729.500000 Penalty: 4437.660156
	Iteration 26Q: 3 clusters Score -801729.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -801773.625000 Penalty: 4437.660156
	Iteration 27Q: 3 clusters Score -801773.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -801819.562500 Penalty: 4437.660156
	Iteration 28Q: 3 clusters Score -801819.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -801868.125000 Penalty: 4437.660156
	Iteration 29Q: 3 clusters Score -801868.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -801906.437500 Penalty: 4437.660156
	Iteration 30Q: 3 clusters Score -801906.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -801940.625000 Penalty: 4437.660156
	Iteration 31Q: 3 clusters Score -801940.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -801978.250000 Penalty: 4437.660156
	Iteration 32Q: 3 clusters Score -801978.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -802010.500000 Penalty: 4437.660156
	Iteration 33Q: 3 clusters Score -802010.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -802042.750000 Penalty: 4437.660156
	Iteration 34Q: 3 clusters Score -802042.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -802090.625000 Penalty: 4437.660156
	Iteration 35Q: 3 clusters Score -802090.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -802133.312500 Penalty: 4437.660156
	Iteration 36Q: 3 clusters Score -802133.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -802178.125000 Penalty: 4437.660156
	Iteration 37Q: 3 clusters Score -802178.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -802219.187500 Penalty: 4437.660156
	Iteration 38Q: 3 clusters Score -802219.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -802284.625000 Penalty: 4437.660156
	Iteration 39Q: 3 clusters Score -802284.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -802362.625000 Penalty: 4437.660156
	Iteration 40F: 3 clusters Score -802362.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -802440.312500 Penalty: 4437.660156
	Iteration 41Q: 3 clusters Score -802440.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -802501.562500 Penalty: 4437.660156
	Iteration 42Q: 3 clusters Score -802501.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -802558.500000 Penalty: 4437.660156
	Iteration 43Q: 3 clusters Score -802558.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -802637.812500 Penalty: 4437.660156
	Iteration 44Q: 3 clusters Score -802637.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -802711.312500 Penalty: 4437.660156
	Iteration 45Q: 3 clusters Score -802711.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -802783.062500 Penalty: 4437.660156
	Iteration 46Q: 3 clusters Score -802783.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -802856.687500 Penalty: 4437.660156
	Iteration 47Q: 3 clusters Score -802856.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -802931.500000 Penalty: 4437.660156
	Iteration 48Q: 3 clusters Score -802931.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -803003.125000 Penalty: 4437.660156
	Iteration 49Q: 3 clusters Score -803003.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -803069.187500 Penalty: 4437.660156
	Iteration 50Q: 3 clusters Score -803069.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -803109.875000 Penalty: 4437.660156
	Iteration 51Q: 3 clusters Score -803109.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -803139.375000 Penalty: 4437.660156
	Iteration 52Q: 3 clusters Score -803139.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -803172.437500 Penalty: 4437.660156
	Iteration 53Q: 3 clusters Score -803172.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -803193.500000 Penalty: 4437.660156
	Iteration 54Q: 3 clusters Score -803193.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -803214.312500 Penalty: 4437.660156
	Iteration 55Q: 3 clusters Score -803214.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -803227.625000 Penalty: 4437.660156
	Iteration 56Q: 3 clusters Score -803227.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -803235.000000 Penalty: 4437.660156
	Iteration 57Q: 3 clusters Score -803235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -803236.250000 Penalty: 4437.660156
	Iteration 58Q: 3 clusters Score -803236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -803238.000000 Penalty: 4437.660156
	Iteration 59Q: 3 clusters Score -803238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -803254.000000 Penalty: 4437.660156
	Iteration 60F: 3 clusters Score -803254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -803261.812500 Penalty: 4437.660156
	Iteration 61Q: 3 clusters Score -803261.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -803266.187500 Penalty: 4437.660156
	Iteration 62Q: 3 clusters Score -803266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -803268.687500 Penalty: 4437.660156
	Iteration 63Q: 3 clusters Score -803268.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -803274.875000 Penalty: 4437.660156
	Iteration 64Q: 3 clusters Score -803274.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -803276.312500 Penalty: 4437.660156
	Iteration 65Q: 3 clusters Score -803276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -803277.875000 Penalty: 4437.660156
	Iteration 66Q: 3 clusters Score -803277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -803278.750000 Penalty: 4437.660156
	Iteration 67Q: 3 clusters Score -803278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -803279.875000 Penalty: 4437.660156
	Iteration 68Q: 3 clusters Score -803279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -803279.875000 Penalty: 4437.660156
	Iteration 69F: 3 clusters Score -803279.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Entering Unmasked Estep 
Score: -585803.000000 Penalty: 2148.172607
	Iteration 0F: 2 clusters Score -585803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -580815.250000 Penalty: 4296.345215
	Iteration 0F: 3 clusters Score -580815.2 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -582267.500000 Penalty: 4296.345215
	Iteration 1F: 3 clusters Score -582267.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -582668.750000 Penalty: 4296.345215
	Iteration 2F: 3 clusters Score -582668.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -582996.250000 Penalty: 4296.345215
	Iteration 3F: 3 clusters Score -582996.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -583274.437500 Penalty: 4296.345215
	Iteration 4F: 3 clusters Score -583274.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -583510.687500 Penalty: 4296.345215
	Iteration 5F: 3 clusters Score -583510.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -583689.875000 Penalty: 4296.345215
	Iteration 6Q: 3 clusters Score -583689.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -583828.125000 Penalty: 4296.345215
	Iteration 7Q: 3 clusters Score -583828.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -583931.562500 Penalty: 4296.345215
	Iteration 8Q: 3 clusters Score -583931.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -584002.812500 Penalty: 4296.345215
	Iteration 9Q: 3 clusters Score -584002.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -584056.187500 Penalty: 4296.345215
	Iteration 10Q: 3 clusters Score -584056.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -584113.375000 Penalty: 4296.345215
	Iteration 11Q: 3 clusters Score -584113.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -584166.312500 Penalty: 4296.345215
	Iteration 12Q: 3 clusters Score -584166.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -584206.250000 Penalty: 4296.345215
	Iteration 13Q: 3 clusters Score -584206.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -584237.500000 Penalty: 4296.345215
	Iteration 14Q: 3 clusters Score -584237.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -584259.750000 Penalty: 4296.345215
	Iteration 15Q: 3 clusters Score -584259.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -584284.937500 Penalty: 4296.345215
	Iteration 16Q: 3 clusters Score -584284.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -584314.812500 Penalty: 4296.345215
	Iteration 17Q: 3 clusters Score -584314.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -584342.750000 Penalty: 4296.345215
	Iteration 18Q: 3 clusters Score -584342.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -584364.562500 Penalty: 4296.345215
	Iteration 19Q: 3 clusters Score -584364.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -584393.500000 Penalty: 4296.345215
	Iteration 20F: 3 clusters Score -584393.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -584422.000000 Penalty: 4296.345215
	Iteration 21Q: 3 clusters Score -584422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -584445.687500 Penalty: 4296.345215
	Iteration 22Q: 3 clusters Score -584445.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -584468.250000 Penalty: 4296.345215
	Iteration 23Q: 3 clusters Score -584468.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -584496.937500 Penalty: 4296.345215
	Iteration 24Q: 3 clusters Score -584496.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -584522.875000 Penalty: 4296.345215
	Iteration 25Q: 3 clusters Score -584522.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -584549.437500 Penalty: 4296.345215
	Iteration 26Q: 3 clusters Score -584549.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -584590.812500 Penalty: 4296.345215
	Iteration 27Q: 3 clusters Score -584590.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -584638.562500 Penalty: 4296.345215
	Iteration 28Q: 3 clusters Score -584638.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -584682.062500 Penalty: 4296.345215
	Iteration 29Q: 3 clusters Score -584682.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -584715.687500 Penalty: 4296.345215
	Iteration 30Q: 3 clusters Score -584715.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -584743.750000 Penalty: 4296.345215
	Iteration 31Q: 3 clusters Score -584743.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -584779.625000 Penalty: 4296.345215
	Iteration 32Q: 3 clusters Score -584779.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -584805.437500 Penalty: 4296.345215
	Iteration 33Q: 3 clusters Score -584805.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -584825.562500 Penalty: 4296.345215
	Iteration 34Q: 3 clusters Score -584825.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -584846.812500 Penalty: 4296.345215
	Iteration 35Q: 3 clusters Score -584846.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -584862.687500 Penalty: 4296.345215
	Iteration 36Q: 3 clusters Score -584862.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -584877.750000 Penalty: 4296.345215
	Iteration 37Q: 3 clusters Score -584877.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -584887.937500 Penalty: 4296.345215
	Iteration 38Q: 3 clusters Score -584887.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -584899.000000 Penalty: 4296.345215
	Iteration 39Q: 3 clusters Score -584899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -584906.562500 Penalty: 4296.345215
	Iteration 40F: 3 clusters Score -584906.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -584911.687500 Penalty: 4296.345215
	Iteration 41Q: 3 clusters Score -584911.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -584915.750000 Penalty: 4296.345215
	Iteration 42Q: 3 clusters Score -584915.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -584920.937500 Penalty: 4296.345215
	Iteration 43Q: 3 clusters Score -584920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -584922.500000 Penalty: 4296.345215
	Iteration 44Q: 3 clusters Score -584922.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -584922.750000 Penalty: 4296.345215
	Iteration 45Q: 3 clusters Score -584922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -584925.250000 Penalty: 4296.345215
	Iteration 46Q: 3 clusters Score -584925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -584925.625000 Penalty: 4296.345215
	Iteration 47Q: 3 clusters Score -584925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -584926.875000 Penalty: 4296.345215
	Iteration 48Q: 3 clusters Score -584926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -584926.875000 Penalty: 4296.345215
	Iteration 49F: 3 clusters Score -584926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Entering Unmasked Estep 
Score: -1063601.750000 Penalty: 2283.717773
	Iteration 0F: 2 clusters Score -1063602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1055959.375000 Penalty: 4567.435547
	Iteration 0F: 3 clusters Score -1055959 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1058203.250000 Penalty: 4567.435547
	Iteration 1F: 3 clusters Score -1058203 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1058580.375000 Penalty: 4567.435547
	Iteration 2F: 3 clusters Score -1058580 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1058844.125000 Penalty: 4567.435547
	Iteration 3F: 3 clusters Score -1058844 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1059022.625000 Penalty: 4567.435547
	Iteration 4Q: 3 clusters Score -1059023 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1059160.250000 Penalty: 4567.435547
	Iteration 5Q: 3 clusters Score -1059160 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1059268.500000 Penalty: 4567.435547
	Iteration 6Q: 3 clusters Score -1059268 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1059363.125000 Penalty: 4567.435547
	Iteration 7Q: 3 clusters Score -1059363 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1059446.625000 Penalty: 4567.435547
	Iteration 8Q: 3 clusters Score -1059447 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1059533.250000 Penalty: 4567.435547
	Iteration 9Q: 3 clusters Score -1059533 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1059634.125000 Penalty: 4567.435547
	Iteration 10Q: 3 clusters Score -1059634 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1059747.125000 Penalty: 4567.435547
	Iteration 11Q: 3 clusters Score -1059747 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1059879.125000 Penalty: 4567.435547
	Iteration 12Q: 3 clusters Score -1059879 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1059998.625000 Penalty: 4567.435547
	Iteration 13Q: 3 clusters Score -1059999 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1060115.125000 Penalty: 4567.435547
	Iteration 14Q: 3 clusters Score -1060115 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1060238.125000 Penalty: 4567.435547
	Iteration 15Q: 3 clusters Score -1060238 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1060377.750000 Penalty: 4567.435547
	Iteration 16Q: 3 clusters Score -1060378 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1060505.250000 Penalty: 4567.435547
	Iteration 17Q: 3 clusters Score -1060505 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1060612.250000 Penalty: 4567.435547
	Iteration 18Q: 3 clusters Score -1060612 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1060695.500000 Penalty: 4567.435547
	Iteration 19Q: 3 clusters Score -1060696 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1060750.375000 Penalty: 4567.435547
	Iteration 20F: 3 clusters Score -1060750 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1060795.250000 Penalty: 4567.435547
	Iteration 21Q: 3 clusters Score -1060795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1060841.750000 Penalty: 4567.435547
	Iteration 22Q: 3 clusters Score -1060842 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1060879.875000 Penalty: 4567.435547
	Iteration 23Q: 3 clusters Score -1060880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1060916.750000 Penalty: 4567.435547
	Iteration 24Q: 3 clusters Score -1060917 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1060961.875000 Penalty: 4567.435547
	Iteration 25Q: 3 clusters Score -1060962 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1061022.000000 Penalty: 4567.435547
	Iteration 26Q: 3 clusters Score -1061022 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1061095.875000 Penalty: 4567.435547
	Iteration 27Q: 3 clusters Score -1061096 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1061165.250000 Penalty: 4567.435547
	Iteration 28Q: 3 clusters Score -1061165 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1061223.625000 Penalty: 4567.435547
	Iteration 29Q: 3 clusters Score -1061224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1061292.875000 Penalty: 4567.435547
	Iteration 30Q: 3 clusters Score -1061293 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1061365.000000 Penalty: 4567.435547
	Iteration 31Q: 3 clusters Score -1061365 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1061455.750000 Penalty: 4567.435547
	Iteration 32Q: 3 clusters Score -1061456 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1061550.125000 Penalty: 4567.435547
	Iteration 33Q: 3 clusters Score -1061550 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1061629.125000 Penalty: 4567.435547
	Iteration 34Q: 3 clusters Score -1061629 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1061701.625000 Penalty: 4567.435547
	Iteration 35Q: 3 clusters Score -1061702 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1061756.250000 Penalty: 4567.435547
	Iteration 36Q: 3 clusters Score -1061756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1061809.125000 Penalty: 4567.435547
	Iteration 37Q: 3 clusters Score -1061809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1061861.250000 Penalty: 4567.435547
	Iteration 38Q: 3 clusters Score -1061861 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1061893.125000 Penalty: 4567.435547
	Iteration 39Q: 3 clusters Score -1061893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1061919.250000 Penalty: 4567.435547
	Iteration 40F: 3 clusters Score -1061919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1061939.750000 Penalty: 4567.435547
	Iteration 41Q: 3 clusters Score -1061940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1061950.125000 Penalty: 4567.435547
	Iteration 42Q: 3 clusters Score -1061950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1061959.625000 Penalty: 4567.435547
	Iteration 43Q: 3 clusters Score -1061960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1061968.375000 Penalty: 4567.435547
	Iteration 44Q: 3 clusters Score -1061968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1061974.750000 Penalty: 4567.435547
	Iteration 45Q: 3 clusters Score -1061975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1061976.125000 Penalty: 4567.435547
	Iteration 46Q: 3 clusters Score -1061976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1061983.500000 Penalty: 4567.435547
	Iteration 47Q: 3 clusters Score -1061984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1061983.625000 Penalty: 4567.435547
	Iteration 48Q: 3 clusters Score -1061984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1061986.500000 Penalty: 4567.435547
	Iteration 49Q: 3 clusters Score -1061986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1061988.750000 Penalty: 4567.435547
	Iteration 50Q: 3 clusters Score -1061989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1061988.875000 Penalty: 4567.435547
	Iteration 51Q: 3 clusters Score -1061989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1061993.500000 Penalty: 4567.435547
	Iteration 52Q: 3 clusters Score -1061994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1061995.875000 Penalty: 4567.435547
	Iteration 53Q: 3 clusters Score -1061996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1061993.750000 Penalty: 4567.435547
	Iteration 54Q: 3 clusters Score -1061994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1061995.750000 Penalty: 4567.435547
	Iteration 55Q: 3 clusters Score -1061996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1061997.125000 Penalty: 4567.435547
	Iteration 56Q: 3 clusters Score -1061997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1061998.125000 Penalty: 4567.435547
	Iteration 57Q: 3 clusters Score -1061998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1061997.750000 Penalty: 4567.435547
	Iteration 58Q: 3 clusters Score -1061998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1061999.125000 Penalty: 4567.435547
	Iteration 59Q: 3 clusters Score -1061999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1061998.625000 Penalty: 4567.435547
	Iteration 60F: 3 clusters Score -1061999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1061998.625000 Penalty: 4567.435547
	Iteration 61Q: 3 clusters Score -1061999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1061999.250000 Penalty: 4567.435547
	Iteration 62Q: 3 clusters Score -1061999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1061998.125000 Penalty: 4567.435547
	Iteration 63Q: 3 clusters Score -1061998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1061999.125000 Penalty: 4567.435547
	Iteration 64Q: 3 clusters Score -1061999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1061997.875000 Penalty: 4567.435547
	Iteration 65Q: 3 clusters Score -1061998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1061997.875000 Penalty: 4567.435547
	Iteration 66F: 3 clusters Score -1061998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (129296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129296 members 
Entering Unmasked Estep 
Score: -14571217.000000 Penalty: 2918.925049
	Iteration 0F: 2 clusters Score -1.457122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -14484783.000000 Penalty: 5837.850098
	Iteration 0F: 3 clusters Score -1.448478e+07 nChanged 61409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -14521027.000000 Penalty: 5837.850098
	Iteration 1F: 3 clusters Score -1.452103e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -14522462.000000 Penalty: 5837.850098
	Iteration 2Q: 3 clusters Score -1.452246e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -14524417.000000 Penalty: 5837.850098
	Iteration 3Q: 3 clusters Score -1.452442e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -14526870.000000 Penalty: 5837.850098
	Iteration 4Q: 3 clusters Score -1.452687e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -14529805.000000 Penalty: 5837.850098
	Iteration 5F: 3 clusters Score -1.45298e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -14533301.000000 Penalty: 5837.850098
	Iteration 6F: 3 clusters Score -1.45333e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -14537159.000000 Penalty: 5837.850098
	Iteration 7F: 3 clusters Score -1.453716e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -14541177.000000 Penalty: 5837.850098
	Iteration 8F: 3 clusters Score -1.454118e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -14545899.000000 Penalty: 5837.850098
	Iteration 9Q: 3 clusters Score -1.45459e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -14550570.000000 Penalty: 5837.850098
	Iteration 10Q: 3 clusters Score -1.455057e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 104748 members 
Entering Unmasked Estep 
Score: -14554714.000000 Penalty: 5837.850098
	Iteration 11Q: 3 clusters Score -1.455471e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 108605 members 
Entering Unmasked Estep 
Score: -14557827.000000 Penalty: 5837.850098
	Iteration 12Q: 3 clusters Score -1.455783e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 111723 members 
Entering Unmasked Estep 
Score: -14559933.000000 Penalty: 5837.850098
	Iteration 13Q: 3 clusters Score -1.455993e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -14561656.000000 Penalty: 5837.850098
	Iteration 14Q: 3 clusters Score -1.456166e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -14563083.000000 Penalty: 5837.850098
	Iteration 15Q: 3 clusters Score -1.456308e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 118914 members 
Entering Unmasked Estep 
Score: -14564456.000000 Penalty: 5837.850098
	Iteration 16Q: 3 clusters Score -1.456446e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -14565598.000000 Penalty: 5837.850098
	Iteration 17Q: 3 clusters Score -1.45656e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 122264 members 
Entering Unmasked Estep 
Score: -14566423.000000 Penalty: 5837.850098
	Iteration 18Q: 3 clusters Score -1.456642e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 123427 members 
Entering Unmasked Estep 
Score: -14567071.000000 Penalty: 5837.850098
	Iteration 19Q: 3 clusters Score -1.456707e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 124401 members 
Entering Unmasked Estep 
Score: -14567639.000000 Penalty: 5837.850098
	Iteration 20F: 3 clusters Score -1.456764e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -14568093.000000 Penalty: 5837.850098
	Iteration 21Q: 3 clusters Score -1.456809e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -14568385.000000 Penalty: 5837.850098
	Iteration 22Q: 3 clusters Score -1.456838e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 126307 members 
Entering Unmasked Estep 
Score: -14568645.000000 Penalty: 5837.850098
	Iteration 23Q: 3 clusters Score -1.456864e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 126673 members 
Entering Unmasked Estep 
Score: -14568862.000000 Penalty: 5837.850098
	Iteration 24Q: 3 clusters Score -1.456886e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 126951 members 
Entering Unmasked Estep 
Score: -14569038.000000 Penalty: 5837.850098
	Iteration 25Q: 3 clusters Score -1.456904e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 127172 members 
Entering Unmasked Estep 
Score: -14569165.000000 Penalty: 5837.850098
	Iteration 26Q: 3 clusters Score -1.456916e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 127345 members 
Entering Unmasked Estep 
Score: -14569267.000000 Penalty: 5837.850098
	Iteration 27Q: 3 clusters Score -1.456927e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 127481 members 
Entering Unmasked Estep 
Score: -14569340.000000 Penalty: 5837.850098
	Iteration 28Q: 3 clusters Score -1.456934e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 127595 members 
Entering Unmasked Estep 
Score: -14569412.000000 Penalty: 5837.850098
	Iteration 29Q: 3 clusters Score -1.456941e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 127688 members 
Entering Unmasked Estep 
Score: -14569462.000000 Penalty: 5837.850098
	Iteration 30Q: 3 clusters Score -1.456946e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 127770 members 
Entering Unmasked Estep 
Score: -14569534.000000 Penalty: 5837.850098
	Iteration 31Q: 3 clusters Score -1.456953e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 127847 members 
Entering Unmasked Estep 
Score: -14569573.000000 Penalty: 5837.850098
	Iteration 32Q: 3 clusters Score -1.456957e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 127903 members 
Entering Unmasked Estep 
Score: -14569635.000000 Penalty: 5837.850098
	Iteration 33Q: 3 clusters Score -1.456964e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 127946 members 
Entering Unmasked Estep 
Score: -14569681.000000 Penalty: 5837.850098
	Iteration 34Q: 3 clusters Score -1.456968e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -14569712.000000 Penalty: 5837.850098
	Iteration 35Q: 3 clusters Score -1.456971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 128007 members 
Entering Unmasked Estep 
Score: -14569715.000000 Penalty: 5837.850098
	Iteration 36Q: 3 clusters Score -1.456972e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -14569716.000000 Penalty: 5837.850098
	Iteration 37Q: 3 clusters Score -1.456972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 128042 members 
Entering Unmasked Estep 
Score: -14569730.000000 Penalty: 5837.850098
	Iteration 38Q: 3 clusters Score -1.456973e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 128056 members 
Entering Unmasked Estep 
Score: -14569747.000000 Penalty: 5837.850098
	Iteration 39Q: 3 clusters Score -1.456975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 128068 members 
Entering Unmasked Estep 
Score: -14569739.000000 Penalty: 5837.850098
	Iteration 40F: 3 clusters Score -1.456974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 128075 members 
Entering Unmasked Estep 
Score: -14569744.000000 Penalty: 5837.850098
	Iteration 41Q: 3 clusters Score -1.456974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 128075 members 
Entering Unmasked Estep 
Score: -14569753.000000 Penalty: 5837.850098
	Iteration 42Q: 3 clusters Score -1.456975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 128078 members 
Entering Unmasked Estep 
Score: -14569756.000000 Penalty: 5837.850098
	Iteration 43Q: 3 clusters Score -1.456976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 128084 members 
Entering Unmasked Estep 
Score: -14569758.000000 Penalty: 5837.850098
	Iteration 44Q: 3 clusters Score -1.456976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -14569761.000000 Penalty: 5837.850098
	Iteration 45Q: 3 clusters Score -1.456976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -14569760.000000 Penalty: 5837.850098
	Iteration 46Q: 3 clusters Score -1.456976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 128082 members 
Entering Unmasked Estep 
Score: -14569760.000000 Penalty: 5837.850098
	Iteration 47Q: 3 clusters Score -1.456976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 128084 members 
Entering Unmasked Estep 
Score: -14569760.000000 Penalty: 5837.850098
	Iteration 48Q: 3 clusters Score -1.456976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 128084 members 
Entering Unmasked Estep 
Score: -14569763.000000 Penalty: 5837.850098
	Iteration 49Q: 3 clusters Score -1.456976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 128084 members 
Entering Unmasked Estep 
Score: -14569763.000000 Penalty: 5837.850098
	Iteration 50F: 3 clusters Score -1.456976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213225 members 
Entering Unmasked Estep 
Score: -24484282.000000 Penalty: 3042.985596
	Iteration 0F: 2 clusters Score -2.448428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106166 members 
Mstep: Class 2 contains 107059 members 
Entering Unmasked Estep 
Score: -24361630.000000 Penalty: 6085.971191
	Iteration 0F: 3 clusters Score -2.436163e+07 nChanged 102985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 114674 members 
Entering Unmasked Estep 
Score: -24422146.000000 Penalty: 6085.971191
	Iteration 1F: 3 clusters Score -2.442215e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 119772 members 
Entering Unmasked Estep 
Score: -24423728.000000 Penalty: 6085.971191
	Iteration 2Q: 3 clusters Score -2.442373e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 127750 members 
Entering Unmasked Estep 
Score: -24426964.000000 Penalty: 6085.971191
	Iteration 3Q: 3 clusters Score -2.442696e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 139704 members 
Entering Unmasked Estep 
Score: -24433474.000000 Penalty: 6085.971191
	Iteration 4F: 3 clusters Score -2.443347e+07 nChanged 17044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 156630 members 
Entering Unmasked Estep 
Score: -24445668.000000 Penalty: 6085.971191
	Iteration 5F: 3 clusters Score -2.444567e+07 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 177090 members 
Entering Unmasked Estep 
Score: -24458352.000000 Penalty: 6085.971191
	Iteration 6F: 3 clusters Score -2.445835e+07 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 195038 members 
Entering Unmasked Estep 
Score: -24468698.000000 Penalty: 6085.971191
	Iteration 7F: 3 clusters Score -2.44687e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 205928 members 
Entering Unmasked Estep 
Score: -24475646.000000 Penalty: 6085.971191
	Iteration 8F: 3 clusters Score -2.447565e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 210659 members 
Entering Unmasked Estep 
Score: -24479334.000000 Penalty: 6085.971191
	Iteration 9Q: 3 clusters Score -2.447933e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 212230 members 
Entering Unmasked Estep 
Score: -24480644.000000 Penalty: 6085.971191
	Iteration 10Q: 3 clusters Score -2.448064e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 212679 members 
Entering Unmasked Estep 
Score: -24481176.000000 Penalty: 6085.971191
	Iteration 11Q: 3 clusters Score -2.448118e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 212804 members 
Entering Unmasked Estep 
Score: -24481408.000000 Penalty: 6085.971191
	Iteration 12Q: 3 clusters Score -2.448141e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 212828 members 
Entering Unmasked Estep 
Score: -24481492.000000 Penalty: 6085.971191
	Iteration 13Q: 3 clusters Score -2.448149e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 212846 members 
Entering Unmasked Estep 
Score: -24481560.000000 Penalty: 6085.971191
	Iteration 14Q: 3 clusters Score -2.448156e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 212847 members 
Entering Unmasked Estep 
Score: -24481618.000000 Penalty: 6085.971191
	Iteration 15Q: 3 clusters Score -2.448162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 212852 members 
Entering Unmasked Estep 
Score: -24481634.000000 Penalty: 6085.971191
	Iteration 16Q: 3 clusters Score -2.448163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 212861 members 
Entering Unmasked Estep 
Score: -24481664.000000 Penalty: 6085.971191
	Iteration 17Q: 3 clusters Score -2.448166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 212856 members 
Entering Unmasked Estep 
Score: -24481682.000000 Penalty: 6085.971191
	Iteration 18Q: 3 clusters Score -2.448168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 212852 members 
Entering Unmasked Estep 
Score: -24481700.000000 Penalty: 6085.971191
	Iteration 19Q: 3 clusters Score -2.44817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 212855 members 
Entering Unmasked Estep 
Score: -24481702.000000 Penalty: 6085.971191
	Iteration 20F: 3 clusters Score -2.44817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 212856 members 
Entering Unmasked Estep 
Score: -24481688.000000 Penalty: 6085.971191
	Iteration 21Q: 3 clusters Score -2.448169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 212857 members 
Entering Unmasked Estep 
Score: -24481714.000000 Penalty: 6085.971191
	Iteration 22Q: 3 clusters Score -2.448171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 212856 members 
Entering Unmasked Estep 
Score: -24481712.000000 Penalty: 6085.971191
	Iteration 23Q: 3 clusters Score -2.448171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 212855 members 
Entering Unmasked Estep 
Score: -24481694.000000 Penalty: 6085.971191
	Iteration 24Q: 3 clusters Score -2.448169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 212853 members 
Entering Unmasked Estep 
Score: -24481688.000000 Penalty: 6085.971191
	Iteration 25Q: 3 clusters Score -2.448169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 212851 members 
Entering Unmasked Estep 
Score: -24481700.000000 Penalty: 6085.971191
	Iteration 26Q: 3 clusters Score -2.44817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 212853 members 
Entering Unmasked Estep 
Score: -24481712.000000 Penalty: 6085.971191
	Iteration 27Q: 3 clusters Score -2.448171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 212853 members 
Entering Unmasked Estep 
Score: -24481712.000000 Penalty: 6085.971191
	Iteration 28F: 3 clusters Score -2.448171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 363 members 
Entering Unmasked Estep 
Score: -73519.335938 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73519.34 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73725.859375 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73725.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73790.843750 Penalty: 3267.424805
	Iteration 2Q: 3 clusters Score -73790.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73828.234375 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73828.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73859.171875 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73859.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73861.210938 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73861.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73867.179688 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73867.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73869.414062 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -73869.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73869.414062 Penalty: 3267.424805
	Iteration 8F: 3 clusters Score -73869.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Entering Unmasked Estep 
Score: -2897221.000000 Penalty: 2519.158447
	Iteration 0F: 2 clusters Score -2897221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2879313.250000 Penalty: 5038.316895
	Iteration 0F: 3 clusters Score -2879313 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2886129.500000 Penalty: 5038.316895
	Iteration 1F: 3 clusters Score -2886130 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2887282.750000 Penalty: 5038.316895
	Iteration 2F: 3 clusters Score -2887283 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2888579.750000 Penalty: 5038.316895
	Iteration 3F: 3 clusters Score -2888580 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2889629.000000 Penalty: 5038.316895
	Iteration 4F: 3 clusters Score -2889629 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2890453.750000 Penalty: 5038.316895
	Iteration 5F: 3 clusters Score -2890454 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2891132.750000 Penalty: 5038.316895
	Iteration 6F: 3 clusters Score -2891133 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2891751.750000 Penalty: 5038.316895
	Iteration 7Q: 3 clusters Score -2891752 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2892293.500000 Penalty: 5038.316895
	Iteration 8Q: 3 clusters Score -2892294 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2892778.250000 Penalty: 5038.316895
	Iteration 9Q: 3 clusters Score -2892778 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2893135.750000 Penalty: 5038.316895
	Iteration 10Q: 3 clusters Score -2893136 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2893367.000000 Penalty: 5038.316895
	Iteration 11Q: 3 clusters Score -2893367 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2893535.250000 Penalty: 5038.316895
	Iteration 12Q: 3 clusters Score -2893535 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2893631.000000 Penalty: 5038.316895
	Iteration 13Q: 3 clusters Score -2893631 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2893694.250000 Penalty: 5038.316895
	Iteration 14Q: 3 clusters Score -2893694 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2893757.000000 Penalty: 5038.316895
	Iteration 15Q: 3 clusters Score -2893757 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2893825.000000 Penalty: 5038.316895
	Iteration 16Q: 3 clusters Score -2893825 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2893864.750000 Penalty: 5038.316895
	Iteration 17Q: 3 clusters Score -2893865 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2893918.500000 Penalty: 5038.316895
	Iteration 18Q: 3 clusters Score -2893918 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2893957.750000 Penalty: 5038.316895
	Iteration 19Q: 3 clusters Score -2893958 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2893998.500000 Penalty: 5038.316895
	Iteration 20F: 3 clusters Score -2893998 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2894030.750000 Penalty: 5038.316895
	Iteration 21Q: 3 clusters Score -2894031 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2894079.500000 Penalty: 5038.316895
	Iteration 22Q: 3 clusters Score -2894080 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2894113.000000 Penalty: 5038.316895
	Iteration 23Q: 3 clusters Score -2894113 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2894170.500000 Penalty: 5038.316895
	Iteration 24Q: 3 clusters Score -2894170 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2894211.250000 Penalty: 5038.316895
	Iteration 25Q: 3 clusters Score -2894211 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2894248.500000 Penalty: 5038.316895
	Iteration 26Q: 3 clusters Score -2894248 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2894283.750000 Penalty: 5038.316895
	Iteration 27Q: 3 clusters Score -2894284 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2894311.500000 Penalty: 5038.316895
	Iteration 28Q: 3 clusters Score -2894312 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2894371.000000 Penalty: 5038.316895
	Iteration 29Q: 3 clusters Score -2894371 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2894420.000000 Penalty: 5038.316895
	Iteration 30Q: 3 clusters Score -2894420 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2894468.500000 Penalty: 5038.316895
	Iteration 31Q: 3 clusters Score -2894468 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2894515.500000 Penalty: 5038.316895
	Iteration 32Q: 3 clusters Score -2894516 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2894545.250000 Penalty: 5038.316895
	Iteration 33Q: 3 clusters Score -2894545 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2894570.250000 Penalty: 5038.316895
	Iteration 34Q: 3 clusters Score -2894570 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2894606.000000 Penalty: 5038.316895
	Iteration 35Q: 3 clusters Score -2894606 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2894630.000000 Penalty: 5038.316895
	Iteration 36Q: 3 clusters Score -2894630 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2894650.000000 Penalty: 5038.316895
	Iteration 37Q: 3 clusters Score -2894650 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2894665.250000 Penalty: 5038.316895
	Iteration 38Q: 3 clusters Score -2894665 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2894678.000000 Penalty: 5038.316895
	Iteration 39Q: 3 clusters Score -2894678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2894691.500000 Penalty: 5038.316895
	Iteration 40F: 3 clusters Score -2894692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2894701.500000 Penalty: 5038.316895
	Iteration 41Q: 3 clusters Score -2894702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2894707.500000 Penalty: 5038.316895
	Iteration 42Q: 3 clusters Score -2894708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2894707.250000 Penalty: 5038.316895
	Iteration 43Q: 3 clusters Score -2894707 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2894730.000000 Penalty: 5038.316895
	Iteration 44Q: 3 clusters Score -2894730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2894732.000000 Penalty: 5038.316895
	Iteration 45Q: 3 clusters Score -2894732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2894741.750000 Penalty: 5038.316895
	Iteration 46Q: 3 clusters Score -2894742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2894747.750000 Penalty: 5038.316895
	Iteration 47Q: 3 clusters Score -2894748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2894739.250000 Penalty: 5038.316895
	Iteration 48Q: 3 clusters Score -2894739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2894746.000000 Penalty: 5038.316895
	Iteration 49Q: 3 clusters Score -2894746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2894746.750000 Penalty: 5038.316895
	Iteration 50Q: 3 clusters Score -2894747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2894748.000000 Penalty: 5038.316895
	Iteration 51Q: 3 clusters Score -2894748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2894748.250000 Penalty: 5038.316895
	Iteration 52Q: 3 clusters Score -2894748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2894751.250000 Penalty: 5038.316895
	Iteration 53Q: 3 clusters Score -2894751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2894755.500000 Penalty: 5038.316895
	Iteration 54Q: 3 clusters Score -2894756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2894751.000000 Penalty: 5038.316895
	Iteration 55Q: 3 clusters Score -2894751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2894754.000000 Penalty: 5038.316895
	Iteration 56Q: 3 clusters Score -2894754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2894751.750000 Penalty: 5038.316895
	Iteration 57Q: 3 clusters Score -2894752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2894753.000000 Penalty: 5038.316895
	Iteration 58Q: 3 clusters Score -2894753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2894756.500000 Penalty: 5038.316895
	Iteration 59Q: 3 clusters Score -2894756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2894757.000000 Penalty: 5038.316895
	Iteration 60F: 3 clusters Score -2894757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2894759.500000 Penalty: 5038.316895
	Iteration 61Q: 3 clusters Score -2894760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2894757.750000 Penalty: 5038.316895
	Iteration 62Q: 3 clusters Score -2894758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2894757.250000 Penalty: 5038.316895
	Iteration 63Q: 3 clusters Score -2894757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2894762.250000 Penalty: 5038.316895
	Iteration 64Q: 3 clusters Score -2894762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2894764.750000 Penalty: 5038.316895
	Iteration 65Q: 3 clusters Score -2894765 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2894764 nChanged 4
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Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2894765 nChanged 5
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Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2894766 nChanged 6
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Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2894766 nChanged 7
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Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2894762 nChanged 9
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Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2894763 nChanged 14
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Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2894761 nChanged 12
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Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2894766 nChanged 14
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Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2894770 nChanged 11
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Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2894766 nChanged 16
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Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2894770 nChanged 17
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Entering Unmasked Estep 
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Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2894773 nChanged 25
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Mstep: Class 1 contains 13730 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2894771 nChanged 34
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Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2894773 nChanged 45
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Mstep: Class 1 contains 13801 members 
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Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 11918 members 
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Mstep: Class 1 contains 13917 members 
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	Iteration 84Q: 3 clusters Score -2894780 nChanged 54
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Mstep: Class 1 contains 13963 members 
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Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 11786 members 
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	Iteration 86Q: 3 clusters Score -2894789 nChanged 33
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Mstep: Class 1 contains 14041 members 
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Mstep: Class 1 contains 14099 members 
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Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 11658 members 
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Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 11619 members 
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Mstep: Class 1 contains 14218 members 
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Mstep: Class 1 contains 14260 members 
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	Iteration 93Q: 3 clusters Score -2894814 nChanged 47
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Mstep: Class 2 contains 11315 members 
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Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 10931 members 
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Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15147 members 
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Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 10560 members 
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Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 10473 members 
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Mstep: Class 1 contains 15403 members 
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Mstep: Class 1 contains 15499 members 
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Mstep: Class 1 contains 15588 members 
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Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 10118 members 
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	Iteration 111Q: 3 clusters Score -2895006 nChanged 91
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Mstep: Class 1 contains 15767 members 
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	Iteration 112Q: 3 clusters Score -2895022 nChanged 78
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Mstep: Class 1 contains 15930 members 
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	Iteration 114Q: 3 clusters Score -2895038 nChanged 82
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Mstep: Class 1 contains 16012 members 
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	Iteration 115Q: 3 clusters Score -2895043 nChanged 85
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Mstep: Class 1 contains 16097 members 
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	Iteration 116Q: 3 clusters Score -2895059 nChanged 96
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Mstep: Class 1 contains 16290 members 
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Mstep: Class 1 contains 16507 members 
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Mstep: Class 1 contains 16719 members 
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Mstep: Class 1 contains 16825 members 
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Mstep: Class 1 contains 16937 members 
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	Iteration 124Q: 3 clusters Score -2895174 nChanged 105
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Mstep: Class 1 contains 17038 members 
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Mstep: Class 1 contains 17160 members 
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	Iteration 126Q: 3 clusters Score -2895234 nChanged 140
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	Iteration 127Q: 3 clusters Score -2895250 nChanged 140
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Mstep: Class 1 contains 17432 members 
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	Iteration 128Q: 3 clusters Score -2895276 nChanged 155
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Mstep: Class 1 contains 17585 members 
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	Iteration 129Q: 3 clusters Score -2895305 nChanged 177
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	Iteration 130Q: 3 clusters Score -2895349 nChanged 186
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Mstep: Class 1 contains 17946 members 
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	Iteration 132Q: 3 clusters Score -2895428 nChanged 176
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	Iteration 139Q: 3 clusters Score -2895704 nChanged 179
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	Iteration 140F: 3 clusters Score -2895748 nChanged 166
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Mstep: Class 1 contains 19740 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2896153 nChanged 242
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2896330 nChanged 254
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Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22484 members 
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Mstep: Class 1 contains 22792 members 
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	Iteration 154Q: 3 clusters Score -2897015 nChanged 265
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Mstep: Class 1 contains 23051 members 
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	Iteration 155Q: 3 clusters Score -2897168 nChanged 247
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Mstep: Class 1 contains 23296 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2897328 nChanged 221
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Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2277 members 
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	Iteration 157Q: 3 clusters Score -2897479 nChanged 171
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Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2897610.000000 Penalty: 5038.316895
	Iteration 158Q: 3 clusters Score -2897610 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2897716.500000 Penalty: 5038.316895
	Iteration 159Q: 3 clusters Score -2897716 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2897828.750000 Penalty: 5038.316895
	Iteration 160F: 3 clusters Score -2897829 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2897919.500000 Penalty: 5038.316895
	Iteration 161Q: 3 clusters Score -2897920 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2898009.750000 Penalty: 5038.316895
	Iteration 162Q: 3 clusters Score -2898010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2898109.750000 Penalty: 5038.316895
	Iteration 163Q: 3 clusters Score -2898110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2898153.750000 Penalty: 5038.316895
	Iteration 164Q: 3 clusters Score -2898154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2898171.000000 Penalty: 5038.316895
	Iteration 165Q: 3 clusters Score -2898171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2898188.000000 Penalty: 5038.316895
	Iteration 166Q: 3 clusters Score -2898188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2898199.750000 Penalty: 5038.316895
	Iteration 167Q: 3 clusters Score -2898200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2898202.750000 Penalty: 5038.316895
	Iteration 168Q: 3 clusters Score -2898203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2898203.500000 Penalty: 5038.316895
	Iteration 169Q: 3 clusters Score -2898204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2898208.750000 Penalty: 5038.316895
	Iteration 170Q: 3 clusters Score -2898209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2898210.250000 Penalty: 5038.316895
	Iteration 171Q: 3 clusters Score -2898210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2898212.500000 Penalty: 5038.316895
	Iteration 172Q: 3 clusters Score -2898212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2898212.500000 Penalty: 5038.316895
	Iteration 173F: 3 clusters Score -2898212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24315 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 1479 members 
Entering Unmasked Estep 
Score: -139274608.000000 Penalty: 219852.140625
Splitting cluster 10 changes total score from -139274656.000000 to -139274608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Entering Unmasked Estep 
Score: -1227804.625000 Penalty: 2326.302490
	Iteration 0F: 2 clusters Score -1227805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1219039.125000 Penalty: 4652.604980
	Iteration 0F: 3 clusters Score -1219039 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1221827.875000 Penalty: 4652.604980
	Iteration 1F: 3 clusters Score -1221828 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1222474.500000 Penalty: 4652.604980
	Iteration 2F: 3 clusters Score -1222474 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1223125.875000 Penalty: 4652.604980
	Iteration 3F: 3 clusters Score -1223126 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1223717.500000 Penalty: 4652.604980
	Iteration 4F: 3 clusters Score -1223718 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1224306.750000 Penalty: 4652.604980
	Iteration 5F: 3 clusters Score -1224307 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1224957.250000 Penalty: 4652.604980
	Iteration 6F: 3 clusters Score -1224957 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1225563.625000 Penalty: 4652.604980
	Iteration 7F: 3 clusters Score -1225564 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1226024.250000 Penalty: 4652.604980
	Iteration 8F: 3 clusters Score -1226024 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1226362.125000 Penalty: 4652.604980
	Iteration 9Q: 3 clusters Score -1226362 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1226601.875000 Penalty: 4652.604980
	Iteration 10Q: 3 clusters Score -1226602 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1226764.375000 Penalty: 4652.604980
	Iteration 11Q: 3 clusters Score -1226764 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1226900.500000 Penalty: 4652.604980
	Iteration 12Q: 3 clusters Score -1226900 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1227042.625000 Penalty: 4652.604980
	Iteration 13Q: 3 clusters Score -1227043 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1227173.000000 Penalty: 4652.604980
	Iteration 14Q: 3 clusters Score -1227173 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1227274.875000 Penalty: 4652.604980
	Iteration 15Q: 3 clusters Score -1227275 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1227354.250000 Penalty: 4652.604980
	Iteration 16Q: 3 clusters Score -1227354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1227407.500000 Penalty: 4652.604980
	Iteration 17Q: 3 clusters Score -1227408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1227441.250000 Penalty: 4652.604980
	Iteration 18Q: 3 clusters Score -1227441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1227458.875000 Penalty: 4652.604980
	Iteration 19Q: 3 clusters Score -1227459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1227470.750000 Penalty: 4652.604980
	Iteration 20F: 3 clusters Score -1227471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1227492.750000 Penalty: 4652.604980
	Iteration 21Q: 3 clusters Score -1227493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1227504.250000 Penalty: 4652.604980
	Iteration 22Q: 3 clusters Score -1227504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1227515.500000 Penalty: 4652.604980
	Iteration 23Q: 3 clusters Score -1227516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1227521.750000 Penalty: 4652.604980
	Iteration 24Q: 3 clusters Score -1227522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1227534.375000 Penalty: 4652.604980
	Iteration 25Q: 3 clusters Score -1227534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1227536.625000 Penalty: 4652.604980
	Iteration 26Q: 3 clusters Score -1227537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1227539.750000 Penalty: 4652.604980
	Iteration 27Q: 3 clusters Score -1227540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1227548.750000 Penalty: 4652.604980
	Iteration 28Q: 3 clusters Score -1227549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1227546.875000 Penalty: 4652.604980
	Iteration 29Q: 3 clusters Score -1227547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1227551.500000 Penalty: 4652.604980
	Iteration 30Q: 3 clusters Score -1227552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1227552.750000 Penalty: 4652.604980
	Iteration 31Q: 3 clusters Score -1227553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1227553.000000 Penalty: 4652.604980
	Iteration 32Q: 3 clusters Score -1227553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1227556.000000 Penalty: 4652.604980
	Iteration 33Q: 3 clusters Score -1227556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1227554.250000 Penalty: 4652.604980
	Iteration 34Q: 3 clusters Score -1227554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1227558.000000 Penalty: 4652.604980
	Iteration 35Q: 3 clusters Score -1227558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1227558.875000 Penalty: 4652.604980
	Iteration 36Q: 3 clusters Score -1227559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1227560.250000 Penalty: 4652.604980
	Iteration 37Q: 3 clusters Score -1227560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1227559.875000 Penalty: 4652.604980
	Iteration 38Q: 3 clusters Score -1227560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1227565.250000 Penalty: 4652.604980
	Iteration 39Q: 3 clusters Score -1227565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1227564.125000 Penalty: 4652.604980
	Iteration 40F: 3 clusters Score -1227564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1227565.125000 Penalty: 4652.604980
	Iteration 41Q: 3 clusters Score -1227565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1227565.500000 Penalty: 4652.604980
	Iteration 42Q: 3 clusters Score -1227566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1227569.250000 Penalty: 4652.604980
	Iteration 43Q: 3 clusters Score -1227569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1227569.250000 Penalty: 4652.604980
	Iteration 44Q: 3 clusters Score -1227569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1227569.375000 Penalty: 4652.604980
	Iteration 45Q: 3 clusters Score -1227569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1227569.875000 Penalty: 4652.604980
	Iteration 46Q: 3 clusters Score -1227570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1227569.000000 Penalty: 4652.604980
	Iteration 47Q: 3 clusters Score -1227569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1227569.000000 Penalty: 4652.604980
	Iteration 48F: 3 clusters Score -1227569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Entering Unmasked Estep 
Score: -1473698.375000 Penalty: 2354.590088
	Iteration 0F: 2 clusters Score -1473698 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 6694 members 
Entering Unmasked Estep 
Score: -1463897.500000 Penalty: 4709.180176
	Iteration 0F: 3 clusters Score -1463898 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1466993.750000 Penalty: 4709.180176
	Iteration 1F: 3 clusters Score -1466994 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1467340.125000 Penalty: 4709.180176
	Iteration 2F: 3 clusters Score -1467340 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1467608.625000 Penalty: 4709.180176
	Iteration 3Q: 3 clusters Score -1467609 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1467874.000000 Penalty: 4709.180176
	Iteration 4Q: 3 clusters Score -1467874 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1468152.000000 Penalty: 4709.180176
	Iteration 5Q: 3 clusters Score -1468152 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1468501.625000 Penalty: 4709.180176
	Iteration 6Q: 3 clusters Score -1468502 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1468948.375000 Penalty: 4709.180176
	Iteration 7Q: 3 clusters Score -1468948 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1469476.000000 Penalty: 4709.180176
	Iteration 8F: 3 clusters Score -1469476 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1470045.250000 Penalty: 4709.180176
	Iteration 9F: 3 clusters Score -1470045 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1470702.375000 Penalty: 4709.180176
	Iteration 10F: 3 clusters Score -1470702 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1471289.375000 Penalty: 4709.180176
	Iteration 11Q: 3 clusters Score -1471289 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1471752.125000 Penalty: 4709.180176
	Iteration 12Q: 3 clusters Score -1471752 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1472011.125000 Penalty: 4709.180176
	Iteration 13Q: 3 clusters Score -1472011 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1472159.375000 Penalty: 4709.180176
	Iteration 14Q: 3 clusters Score -1472159 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1472229.125000 Penalty: 4709.180176
	Iteration 15Q: 3 clusters Score -1472229 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1472268.250000 Penalty: 4709.180176
	Iteration 16Q: 3 clusters Score -1472268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1472291.875000 Penalty: 4709.180176
	Iteration 17Q: 3 clusters Score -1472292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1472315.750000 Penalty: 4709.180176
	Iteration 18Q: 3 clusters Score -1472316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1472327.250000 Penalty: 4709.180176
	Iteration 19Q: 3 clusters Score -1472327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1472335.250000 Penalty: 4709.180176
	Iteration 20F: 3 clusters Score -1472335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1472341.750000 Penalty: 4709.180176
	Iteration 21Q: 3 clusters Score -1472342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1472349.375000 Penalty: 4709.180176
	Iteration 22Q: 3 clusters Score -1472349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1472358.250000 Penalty: 4709.180176
	Iteration 23Q: 3 clusters Score -1472358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1472368.875000 Penalty: 4709.180176
	Iteration 24Q: 3 clusters Score -1472369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1472370.250000 Penalty: 4709.180176
	Iteration 25Q: 3 clusters Score -1472370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1472373.375000 Penalty: 4709.180176
	Iteration 26Q: 3 clusters Score -1472373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1472376.625000 Penalty: 4709.180176
	Iteration 27Q: 3 clusters Score -1472377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1472383.250000 Penalty: 4709.180176
	Iteration 28Q: 3 clusters Score -1472383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1472382.250000 Penalty: 4709.180176
	Iteration 29Q: 3 clusters Score -1472382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1472379.375000 Penalty: 4709.180176
	Iteration 30Q: 3 clusters Score -1472379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1472382.500000 Penalty: 4709.180176
	Iteration 31Q: 3 clusters Score -1472382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1472382.500000 Penalty: 4709.180176
	Iteration 32F: 3 clusters Score -1472382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Entering Unmasked Estep 
Score: -395992.125000 Penalty: 2034.826538
	Iteration 0F: 2 clusters Score -395992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -392405.562500 Penalty: 4069.653076
	Iteration 0F: 3 clusters Score -392405.6 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -393726.437500 Penalty: 4069.653076
	Iteration 1F: 3 clusters Score -393726.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -394573.562500 Penalty: 4069.653076
	Iteration 2F: 3 clusters Score -394573.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -395167.625000 Penalty: 4069.653076
	Iteration 3F: 3 clusters Score -395167.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -395426.968750 Penalty: 4069.653076
	Iteration 4F: 3 clusters Score -395427 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -395540.531250 Penalty: 4069.653076
	Iteration 5Q: 3 clusters Score -395540.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -395606.718750 Penalty: 4069.653076
	Iteration 6Q: 3 clusters Score -395606.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -395653.781250 Penalty: 4069.653076
	Iteration 7Q: 3 clusters Score -395653.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -395698.281250 Penalty: 4069.653076
	Iteration 8Q: 3 clusters Score -395698.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -395729.156250 Penalty: 4069.653076
	Iteration 9Q: 3 clusters Score -395729.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -395757.406250 Penalty: 4069.653076
	Iteration 10Q: 3 clusters Score -395757.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -395776.281250 Penalty: 4069.653076
	Iteration 11Q: 3 clusters Score -395776.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -395788.031250 Penalty: 4069.653076
	Iteration 12Q: 3 clusters Score -395788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -395796.187500 Penalty: 4069.653076
	Iteration 13Q: 3 clusters Score -395796.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -395800.687500 Penalty: 4069.653076
	Iteration 14Q: 3 clusters Score -395800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -395806.000000 Penalty: 4069.653076
	Iteration 15Q: 3 clusters Score -395806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -395812.125000 Penalty: 4069.653076
	Iteration 16Q: 3 clusters Score -395812.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -395821.187500 Penalty: 4069.653076
	Iteration 17Q: 3 clusters Score -395821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -395825.468750 Penalty: 4069.653076
	Iteration 18Q: 3 clusters Score -395825.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -395827.093750 Penalty: 4069.653076
	Iteration 19Q: 3 clusters Score -395827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -395828.625000 Penalty: 4069.653076
	Iteration 20F: 3 clusters Score -395828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -395830.750000 Penalty: 4069.653076
	Iteration 21Q: 3 clusters Score -395830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -395832.875000 Penalty: 4069.653076
	Iteration 22Q: 3 clusters Score -395832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -395834.187500 Penalty: 4069.653076
	Iteration 23Q: 3 clusters Score -395834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -395834.187500 Penalty: 4069.653076
	Iteration 24F: 3 clusters Score -395834.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Entering Unmasked Estep 
Score: -5265578.500000 Penalty: 2665.733643
	Iteration 0F: 2 clusters Score -5265578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5234110.000000 Penalty: 5331.467285
	Iteration 0F: 3 clusters Score -5234110 nChanged 21395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5245953.500000 Penalty: 5331.467285
	Iteration 1F: 3 clusters Score -5245954 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -5246691.500000 Penalty: 5331.467285
	Iteration 2Q: 3 clusters Score -5246692 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -5247610.500000 Penalty: 5331.467285
	Iteration 3Q: 3 clusters Score -5247610 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -5248864.000000 Penalty: 5331.467285
	Iteration 4Q: 3 clusters Score -5248864 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -5250293.000000 Penalty: 5331.467285
	Iteration 5F: 3 clusters Score -5250293 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -5251663.500000 Penalty: 5331.467285
	Iteration 6F: 3 clusters Score -5251664 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -5252979.500000 Penalty: 5331.467285
	Iteration 7F: 3 clusters Score -5252980 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -5254221.500000 Penalty: 5331.467285
	Iteration 8Q: 3 clusters Score -5254222 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -5255492.500000 Penalty: 5331.467285
	Iteration 9Q: 3 clusters Score -5255492 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -5256724.500000 Penalty: 5331.467285
	Iteration 10Q: 3 clusters Score -5256724 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -5257735.500000 Penalty: 5331.467285
	Iteration 11Q: 3 clusters Score -5257736 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -5258402.500000 Penalty: 5331.467285
	Iteration 12Q: 3 clusters Score -5258402 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -5258791.000000 Penalty: 5331.467285
	Iteration 13Q: 3 clusters Score -5258791 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -5259011.500000 Penalty: 5331.467285
	Iteration 14Q: 3 clusters Score -5259012 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -5259164.500000 Penalty: 5331.467285
	Iteration 15Q: 3 clusters Score -5259164 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -5259320.000000 Penalty: 5331.467285
	Iteration 16Q: 3 clusters Score -5259320 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -5259485.500000 Penalty: 5331.467285
	Iteration 17Q: 3 clusters Score -5259486 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -5259621.500000 Penalty: 5331.467285
	Iteration 18Q: 3 clusters Score -5259622 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5259820.500000 Penalty: 5331.467285
	Iteration 19Q: 3 clusters Score -5259820 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5259955.000000 Penalty: 5331.467285
	Iteration 20F: 3 clusters Score -5259955 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -5260143.000000 Penalty: 5331.467285
	Iteration 21Q: 3 clusters Score -5260143 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -5260320.000000 Penalty: 5331.467285
	Iteration 22Q: 3 clusters Score -5260320 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5260544.500000 Penalty: 5331.467285
	Iteration 23Q: 3 clusters Score -5260544 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -5260775.500000 Penalty: 5331.467285
	Iteration 24Q: 3 clusters Score -5260776 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5260998.500000 Penalty: 5331.467285
	Iteration 25Q: 3 clusters Score -5260998 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5261244.000000 Penalty: 5331.467285
	Iteration 26Q: 3 clusters Score -5261244 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5261480.000000 Penalty: 5331.467285
	Iteration 27Q: 3 clusters Score -5261480 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5261727.000000 Penalty: 5331.467285
	Iteration 28Q: 3 clusters Score -5261727 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -5261949.000000 Penalty: 5331.467285
	Iteration 29Q: 3 clusters Score -5261949 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -5262156.500000 Penalty: 5331.467285
	Iteration 30Q: 3 clusters Score -5262156 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -5262382.500000 Penalty: 5331.467285
	Iteration 31Q: 3 clusters Score -5262382 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5262593.000000 Penalty: 5331.467285
	Iteration 32Q: 3 clusters Score -5262593 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5262817.000000 Penalty: 5331.467285
	Iteration 33Q: 3 clusters Score -5262817 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5263027.000000 Penalty: 5331.467285
	Iteration 34Q: 3 clusters Score -5263027 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -5263220.500000 Penalty: 5331.467285
	Iteration 35Q: 3 clusters Score -5263220 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5263403.000000 Penalty: 5331.467285
	Iteration 36Q: 3 clusters Score -5263403 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -5263578.000000 Penalty: 5331.467285
	Iteration 37Q: 3 clusters Score -5263578 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -5263725.000000 Penalty: 5331.467285
	Iteration 38Q: 3 clusters Score -5263725 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -5263856.000000 Penalty: 5331.467285
	Iteration 39Q: 3 clusters Score -5263856 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -5263916.000000 Penalty: 5331.467285
	Iteration 40F: 3 clusters Score -5263916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -5263977.000000 Penalty: 5331.467285
	Iteration 41Q: 3 clusters Score -5263977 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -5264014.500000 Penalty: 5331.467285
	Iteration 42Q: 3 clusters Score -5264014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -5264050.000000 Penalty: 5331.467285
	Iteration 43Q: 3 clusters Score -5264050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -5264066.500000 Penalty: 5331.467285
	Iteration 44Q: 3 clusters Score -5264066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -5264066.500000 Penalty: 5331.467285
	Iteration 45Q: 3 clusters Score -5264066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -5264074.500000 Penalty: 5331.467285
	Iteration 46Q: 3 clusters Score -5264074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -5264075.500000 Penalty: 5331.467285
	Iteration 47Q: 3 clusters Score -5264076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -5264087.000000 Penalty: 5331.467285
	Iteration 48Q: 3 clusters Score -5264087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -5264091.000000 Penalty: 5331.467285
	Iteration 49Q: 3 clusters Score -5264091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5264085.000000 Penalty: 5331.467285
	Iteration 50Q: 3 clusters Score -5264085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -5264086.500000 Penalty: 5331.467285
	Iteration 51Q: 3 clusters Score -5264086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -5264091.000000 Penalty: 5331.467285
	Iteration 52Q: 3 clusters Score -5264091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -5264093.000000 Penalty: 5331.467285
	Iteration 53Q: 3 clusters Score -5264093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -5264095.500000 Penalty: 5331.467285
	Iteration 54Q: 3 clusters Score -5264096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -5264094.000000 Penalty: 5331.467285
	Iteration 55Q: 3 clusters Score -5264094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -5264097.000000 Penalty: 5331.467285
	Iteration 56Q: 3 clusters Score -5264097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -5264094.500000 Penalty: 5331.467285
	Iteration 57Q: 3 clusters Score -5264094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -5264099.500000 Penalty: 5331.467285
	Iteration 58Q: 3 clusters Score -5264100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -5264096.500000 Penalty: 5331.467285
	Iteration 59Q: 3 clusters Score -5264096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -5264097.500000 Penalty: 5331.467285
	Iteration 60F: 3 clusters Score -5264098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -5264096.000000 Penalty: 5331.467285
	Iteration 61Q: 3 clusters Score -5264096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -5264093.500000 Penalty: 5331.467285
	Iteration 62Q: 3 clusters Score -5264094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -5264093.000000 Penalty: 5331.467285
	Iteration 63Q: 3 clusters Score -5264093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -5264099.000000 Penalty: 5331.467285
	Iteration 64Q: 3 clusters Score -5264099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -5264090.000000 Penalty: 5331.467285
	Iteration 65Q: 3 clusters Score -5264090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -5264085.500000 Penalty: 5331.467285
	Iteration 66Q: 3 clusters Score -5264086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -5264094.000000 Penalty: 5331.467285
	Iteration 67Q: 3 clusters Score -5264094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -5264094.000000 Penalty: 5331.467285
	Iteration 68Q: 3 clusters Score -5264094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -5264095.000000 Penalty: 5331.467285
	Iteration 69Q: 3 clusters Score -5264095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -5264092.000000 Penalty: 5331.467285
	Iteration 70Q: 3 clusters Score -5264092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5264094.000000 Penalty: 5331.467285
	Iteration 71Q: 3 clusters Score -5264094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5264095.000000 Penalty: 5331.467285
	Iteration 72Q: 3 clusters Score -5264095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -5264097.000000 Penalty: 5331.467285
	Iteration 73Q: 3 clusters Score -5264097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -5264097.000000 Penalty: 5331.467285
	Iteration 74F: 3 clusters Score -5264097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Entering Unmasked Estep 
Score: -1545816.375000 Penalty: 2375.884277
	Iteration 0F: 2 clusters Score -1545816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1535380.500000 Penalty: 4751.768555
	Iteration 0F: 3 clusters Score -1535380 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1539026.375000 Penalty: 4751.768555
	Iteration 1F: 3 clusters Score -1539026 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1539738.125000 Penalty: 4751.768555
	Iteration 2F: 3 clusters Score -1539738 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1540535.875000 Penalty: 4751.768555
	Iteration 3F: 3 clusters Score -1540536 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1541413.375000 Penalty: 4751.768555
	Iteration 4F: 3 clusters Score -1541413 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1542375.500000 Penalty: 4751.768555
	Iteration 5F: 3 clusters Score -1542376 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1543392.500000 Penalty: 4751.768555
	Iteration 6F: 3 clusters Score -1543392 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1544215.625000 Penalty: 4751.768555
	Iteration 7F: 3 clusters Score -1544216 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1544697.875000 Penalty: 4751.768555
	Iteration 8Q: 3 clusters Score -1544698 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1544920.625000 Penalty: 4751.768555
	Iteration 9Q: 3 clusters Score -1544921 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1545033.625000 Penalty: 4751.768555
	Iteration 10Q: 3 clusters Score -1545034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1545083.125000 Penalty: 4751.768555
	Iteration 11Q: 3 clusters Score -1545083 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1545125.500000 Penalty: 4751.768555
	Iteration 12Q: 3 clusters Score -1545126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1545148.500000 Penalty: 4751.768555
	Iteration 13Q: 3 clusters Score -1545148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1545173.500000 Penalty: 4751.768555
	Iteration 14Q: 3 clusters Score -1545174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1545201.125000 Penalty: 4751.768555
	Iteration 15Q: 3 clusters Score -1545201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1545203.750000 Penalty: 4751.768555
	Iteration 16Q: 3 clusters Score -1545204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1545222.875000 Penalty: 4751.768555
	Iteration 17Q: 3 clusters Score -1545223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1545232.250000 Penalty: 4751.768555
	Iteration 18Q: 3 clusters Score -1545232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1545232.375000 Penalty: 4751.768555
	Iteration 19Q: 3 clusters Score -1545232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1545237.375000 Penalty: 4751.768555
	Iteration 20F: 3 clusters Score -1545237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1545242.250000 Penalty: 4751.768555
	Iteration 21Q: 3 clusters Score -1545242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1545244.125000 Penalty: 4751.768555
	Iteration 22Q: 3 clusters Score -1545244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1545255.125000 Penalty: 4751.768555
	Iteration 23Q: 3 clusters Score -1545255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1545258.000000 Penalty: 4751.768555
	Iteration 24Q: 3 clusters Score -1545258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1545258.000000 Penalty: 4751.768555
	Iteration 25Q: 3 clusters Score -1545258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1545265.000000 Penalty: 4751.768555
	Iteration 26Q: 3 clusters Score -1545265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1545263.625000 Penalty: 4751.768555
	Iteration 27Q: 3 clusters Score -1545264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1545270.000000 Penalty: 4751.768555
	Iteration 28Q: 3 clusters Score -1545270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1545271.875000 Penalty: 4751.768555
	Iteration 29Q: 3 clusters Score -1545272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1545274.375000 Penalty: 4751.768555
	Iteration 30Q: 3 clusters Score -1545274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1545277.875000 Penalty: 4751.768555
	Iteration 31Q: 3 clusters Score -1545278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1545285.875000 Penalty: 4751.768555
	Iteration 32Q: 3 clusters Score -1545286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1545283.875000 Penalty: 4751.768555
	Iteration 33Q: 3 clusters Score -1545284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1545287.500000 Penalty: 4751.768555
	Iteration 34Q: 3 clusters Score -1545288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1545288.250000 Penalty: 4751.768555
	Iteration 35Q: 3 clusters Score -1545288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1545291.125000 Penalty: 4751.768555
	Iteration 36Q: 3 clusters Score -1545291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1545289.750000 Penalty: 4751.768555
	Iteration 37Q: 3 clusters Score -1545290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1545291.250000 Penalty: 4751.768555
	Iteration 38Q: 3 clusters Score -1545291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1545291.875000 Penalty: 4751.768555
	Iteration 39Q: 3 clusters Score -1545292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1545291.875000 Penalty: 4751.768555
	Iteration 40F: 3 clusters Score -1545292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -570330.312500 Penalty: 2143.056152
	Iteration 0F: 2 clusters Score -570330.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -565440.062500 Penalty: 4286.112305
	Iteration 0F: 3 clusters Score -565440.1 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -567024.562500 Penalty: 4286.112305
	Iteration 1F: 3 clusters Score -567024.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -567551.437500 Penalty: 4286.112305
	Iteration 2F: 3 clusters Score -567551.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -567966.000000 Penalty: 4286.112305
	Iteration 3F: 3 clusters Score -567966 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -568335.937500 Penalty: 4286.112305
	Iteration 4F: 3 clusters Score -568335.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -568619.000000 Penalty: 4286.112305
	Iteration 5F: 3 clusters Score -568619 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -568850.500000 Penalty: 4286.112305
	Iteration 6Q: 3 clusters Score -568850.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -568994.437500 Penalty: 4286.112305
	Iteration 7Q: 3 clusters Score -568994.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -569103.875000 Penalty: 4286.112305
	Iteration 8Q: 3 clusters Score -569103.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -569187.562500 Penalty: 4286.112305
	Iteration 9Q: 3 clusters Score -569187.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -569236.125000 Penalty: 4286.112305
	Iteration 10Q: 3 clusters Score -569236.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -569280.375000 Penalty: 4286.112305
	Iteration 11Q: 3 clusters Score -569280.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -569314.562500 Penalty: 4286.112305
	Iteration 12Q: 3 clusters Score -569314.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -569339.750000 Penalty: 4286.112305
	Iteration 13Q: 3 clusters Score -569339.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -569359.437500 Penalty: 4286.112305
	Iteration 14Q: 3 clusters Score -569359.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -569366.562500 Penalty: 4286.112305
	Iteration 15Q: 3 clusters Score -569366.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -569374.562500 Penalty: 4286.112305
	Iteration 16Q: 3 clusters Score -569374.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -569378.687500 Penalty: 4286.112305
	Iteration 17Q: 3 clusters Score -569378.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -569386.500000 Penalty: 4286.112305
	Iteration 18Q: 3 clusters Score -569386.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -569399.437500 Penalty: 4286.112305
	Iteration 19Q: 3 clusters Score -569399.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -569405.250000 Penalty: 4286.112305
	Iteration 20F: 3 clusters Score -569405.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -569409.875000 Penalty: 4286.112305
	Iteration 21Q: 3 clusters Score -569409.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -569412.437500 Penalty: 4286.112305
	Iteration 22Q: 3 clusters Score -569412.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -569415.000000 Penalty: 4286.112305
	Iteration 23Q: 3 clusters Score -569415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -569418.625000 Penalty: 4286.112305
	Iteration 24Q: 3 clusters Score -569418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -569421.437500 Penalty: 4286.112305
	Iteration 25Q: 3 clusters Score -569421.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -569424.937500 Penalty: 4286.112305
	Iteration 26Q: 3 clusters Score -569424.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -569426.187500 Penalty: 4286.112305
	Iteration 27Q: 3 clusters Score -569426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -569428.625000 Penalty: 4286.112305
	Iteration 28Q: 3 clusters Score -569428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -569429.125000 Penalty: 4286.112305
	Iteration 29Q: 3 clusters Score -569429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -569430.375000 Penalty: 4286.112305
	Iteration 30Q: 3 clusters Score -569430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -569429.562500 Penalty: 4286.112305
	Iteration 31Q: 3 clusters Score -569429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -569431.375000 Penalty: 4286.112305
	Iteration 32Q: 3 clusters Score -569431.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -569433.000000 Penalty: 4286.112305
	Iteration 33Q: 3 clusters Score -569433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -569440.125000 Penalty: 4286.112305
	Iteration 34Q: 3 clusters Score -569440.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -569443.687500 Penalty: 4286.112305
	Iteration 35Q: 3 clusters Score -569443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -569443.312500 Penalty: 4286.112305
	Iteration 36Q: 3 clusters Score -569443.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -569444.937500 Penalty: 4286.112305
	Iteration 37Q: 3 clusters Score -569444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -569446.875000 Penalty: 4286.112305
	Iteration 38Q: 3 clusters Score -569446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -569447.625000 Penalty: 4286.112305
	Iteration 39Q: 3 clusters Score -569447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -569446.687500 Penalty: 4286.112305
	Iteration 40F: 3 clusters Score -569446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -569447.437500 Penalty: 4286.112305
	Iteration 41Q: 3 clusters Score -569447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -569448.312500 Penalty: 4286.112305
	Iteration 42Q: 3 clusters Score -569448.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -569447.187500 Penalty: 4286.112305
	Iteration 43Q: 3 clusters Score -569447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -569448.500000 Penalty: 4286.112305
	Iteration 44Q: 3 clusters Score -569448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -569449.500000 Penalty: 4286.112305
	Iteration 45Q: 3 clusters Score -569449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -569448.625000 Penalty: 4286.112305
	Iteration 46Q: 3 clusters Score -569448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -569450.312500 Penalty: 4286.112305
	Iteration 47Q: 3 clusters Score -569450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -569451.562500 Penalty: 4286.112305
	Iteration 48Q: 3 clusters Score -569451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -569452.125000 Penalty: 4286.112305
	Iteration 49Q: 3 clusters Score -569452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -569452.125000 Penalty: 4286.112305
	Iteration 50F: 3 clusters Score -569452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Entering Unmasked Estep 
Score: -453730.750000 Penalty: 2095.224609
	Iteration 0F: 2 clusters Score -453730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -449454.125000 Penalty: 4190.449219
	Iteration 0F: 3 clusters Score -449454.1 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -450547.000000 Penalty: 4190.449219
	Iteration 1F: 3 clusters Score -450547 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -450771.656250 Penalty: 4190.449219
	Iteration 2F: 3 clusters Score -450771.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -450928.625000 Penalty: 4190.449219
	Iteration 3Q: 3 clusters Score -450928.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -451083.437500 Penalty: 4190.449219
	Iteration 4Q: 3 clusters Score -451083.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -451203.750000 Penalty: 4190.449219
	Iteration 5Q: 3 clusters Score -451203.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -451289.218750 Penalty: 4190.449219
	Iteration 6Q: 3 clusters Score -451289.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -451355.593750 Penalty: 4190.449219
	Iteration 7Q: 3 clusters Score -451355.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -451423.156250 Penalty: 4190.449219
	Iteration 8Q: 3 clusters Score -451423.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -451498.781250 Penalty: 4190.449219
	Iteration 9Q: 3 clusters Score -451498.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -451573.812500 Penalty: 4190.449219
	Iteration 10Q: 3 clusters Score -451573.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -451642.187500 Penalty: 4190.449219
	Iteration 11Q: 3 clusters Score -451642.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -451705.656250 Penalty: 4190.449219
	Iteration 12Q: 3 clusters Score -451705.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -451767.187500 Penalty: 4190.449219
	Iteration 13Q: 3 clusters Score -451767.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -451841.468750 Penalty: 4190.449219
	Iteration 14Q: 3 clusters Score -451841.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -451957.937500 Penalty: 4190.449219
	Iteration 15Q: 3 clusters Score -451957.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -452119.875000 Penalty: 4190.449219
	Iteration 16Q: 3 clusters Score -452119.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -452296.281250 Penalty: 4190.449219
	Iteration 17Q: 3 clusters Score -452296.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -452411.468750 Penalty: 4190.449219
	Iteration 18Q: 3 clusters Score -452411.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -452505.656250 Penalty: 4190.449219
	Iteration 19Q: 3 clusters Score -452505.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -452608.156250 Penalty: 4190.449219
	Iteration 20F: 3 clusters Score -452608.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -452690.750000 Penalty: 4190.449219
	Iteration 21Q: 3 clusters Score -452690.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -452767.031250 Penalty: 4190.449219
	Iteration 22Q: 3 clusters Score -452767 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -452829.343750 Penalty: 4190.449219
	Iteration 23Q: 3 clusters Score -452829.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -452903.968750 Penalty: 4190.449219
	Iteration 24Q: 3 clusters Score -452904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -452977.312500 Penalty: 4190.449219
	Iteration 25Q: 3 clusters Score -452977.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -453037.218750 Penalty: 4190.449219
	Iteration 26Q: 3 clusters Score -453037.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -453089.000000 Penalty: 4190.449219
	Iteration 27Q: 3 clusters Score -453089 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -453136.468750 Penalty: 4190.449219
	Iteration 28Q: 3 clusters Score -453136.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -453166.968750 Penalty: 4190.449219
	Iteration 29Q: 3 clusters Score -453167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -453193.156250 Penalty: 4190.449219
	Iteration 30Q: 3 clusters Score -453193.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -453211.750000 Penalty: 4190.449219
	Iteration 31Q: 3 clusters Score -453211.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -453229.593750 Penalty: 4190.449219
	Iteration 32Q: 3 clusters Score -453229.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -453248.593750 Penalty: 4190.449219
	Iteration 33Q: 3 clusters Score -453248.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -453274.062500 Penalty: 4190.449219
	Iteration 34Q: 3 clusters Score -453274.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -453304.000000 Penalty: 4190.449219
	Iteration 35Q: 3 clusters Score -453304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -453346.406250 Penalty: 4190.449219
	Iteration 36Q: 3 clusters Score -453346.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -453376.343750 Penalty: 4190.449219
	Iteration 37Q: 3 clusters Score -453376.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -453409.187500 Penalty: 4190.449219
	Iteration 38Q: 3 clusters Score -453409.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -453437.281250 Penalty: 4190.449219
	Iteration 39Q: 3 clusters Score -453437.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -453460.406250 Penalty: 4190.449219
	Iteration 40F: 3 clusters Score -453460.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -453482.625000 Penalty: 4190.449219
	Iteration 41Q: 3 clusters Score -453482.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -453505.718750 Penalty: 4190.449219
	Iteration 42Q: 3 clusters Score -453505.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -453527.562500 Penalty: 4190.449219
	Iteration 43Q: 3 clusters Score -453527.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -453545.031250 Penalty: 4190.449219
	Iteration 44Q: 3 clusters Score -453545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -453561.156250 Penalty: 4190.449219
	Iteration 45Q: 3 clusters Score -453561.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -453574.656250 Penalty: 4190.449219
	Iteration 46Q: 3 clusters Score -453574.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -453584.562500 Penalty: 4190.449219
	Iteration 47Q: 3 clusters Score -453584.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -453593.812500 Penalty: 4190.449219
	Iteration 48Q: 3 clusters Score -453593.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -453605.687500 Penalty: 4190.449219
	Iteration 49Q: 3 clusters Score -453605.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -453610.562500 Penalty: 4190.449219
	Iteration 50Q: 3 clusters Score -453610.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -453619.437500 Penalty: 4190.449219
	Iteration 51Q: 3 clusters Score -453619.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -453630.843750 Penalty: 4190.449219
	Iteration 52Q: 3 clusters Score -453630.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -453644.062500 Penalty: 4190.449219
	Iteration 53Q: 3 clusters Score -453644.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -453649.375000 Penalty: 4190.449219
	Iteration 54Q: 3 clusters Score -453649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -453654.718750 Penalty: 4190.449219
	Iteration 55Q: 3 clusters Score -453654.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -453658.343750 Penalty: 4190.449219
	Iteration 56Q: 3 clusters Score -453658.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -453660.093750 Penalty: 4190.449219
	Iteration 57Q: 3 clusters Score -453660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -453663.437500 Penalty: 4190.449219
	Iteration 58Q: 3 clusters Score -453663.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -453665.656250 Penalty: 4190.449219
	Iteration 59Q: 3 clusters Score -453665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -453667.937500 Penalty: 4190.449219
	Iteration 60F: 3 clusters Score -453667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -453669.343750 Penalty: 4190.449219
	Iteration 61Q: 3 clusters Score -453669.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -453670.250000 Penalty: 4190.449219
	Iteration 62Q: 3 clusters Score -453670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -453671.937500 Penalty: 4190.449219
	Iteration 63Q: 3 clusters Score -453671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -453673.468750 Penalty: 4190.449219
	Iteration 64Q: 3 clusters Score -453673.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -453677.343750 Penalty: 4190.449219
	Iteration 65Q: 3 clusters Score -453677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -453679.625000 Penalty: 4190.449219
	Iteration 66Q: 3 clusters Score -453679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -453679.281250 Penalty: 4190.449219
	Iteration 67Q: 3 clusters Score -453679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -453679.281250 Penalty: 4190.449219
	Iteration 68F: 3 clusters Score -453679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Entering Unmasked Estep 
Score: -699159.562500 Penalty: 2166.768799
	Iteration 0F: 2 clusters Score -699159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -693823.812500 Penalty: 4333.537598
	Iteration 0F: 3 clusters Score -693823.8 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -695120.062500 Penalty: 4333.537598
	Iteration 1F: 3 clusters Score -695120.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -695363.125000 Penalty: 4333.537598
	Iteration 2F: 3 clusters Score -695363.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -695546.437500 Penalty: 4333.537598
	Iteration 3F: 3 clusters Score -695546.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -695711.125000 Penalty: 4333.537598
	Iteration 4Q: 3 clusters Score -695711.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -695871.437500 Penalty: 4333.537598
	Iteration 5Q: 3 clusters Score -695871.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -696019.000000 Penalty: 4333.537598
	Iteration 6Q: 3 clusters Score -696019 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -696140.875000 Penalty: 4333.537598
	Iteration 7Q: 3 clusters Score -696140.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -696249.312500 Penalty: 4333.537598
	Iteration 8Q: 3 clusters Score -696249.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -696336.687500 Penalty: 4333.537598
	Iteration 9Q: 3 clusters Score -696336.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -696422.625000 Penalty: 4333.537598
	Iteration 10Q: 3 clusters Score -696422.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -696492.687500 Penalty: 4333.537598
	Iteration 11Q: 3 clusters Score -696492.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -696552.812500 Penalty: 4333.537598
	Iteration 12Q: 3 clusters Score -696552.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -696602.000000 Penalty: 4333.537598
	Iteration 13Q: 3 clusters Score -696602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -696646.812500 Penalty: 4333.537598
	Iteration 14Q: 3 clusters Score -696646.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -696690.687500 Penalty: 4333.537598
	Iteration 15Q: 3 clusters Score -696690.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -696737.875000 Penalty: 4333.537598
	Iteration 16Q: 3 clusters Score -696737.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -696783.125000 Penalty: 4333.537598
	Iteration 17Q: 3 clusters Score -696783.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -696824.500000 Penalty: 4333.537598
	Iteration 18Q: 3 clusters Score -696824.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -696866.812500 Penalty: 4333.537598
	Iteration 19Q: 3 clusters Score -696866.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -696904.500000 Penalty: 4333.537598
	Iteration 20F: 3 clusters Score -696904.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -696935.625000 Penalty: 4333.537598
	Iteration 21Q: 3 clusters Score -696935.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -696964.437500 Penalty: 4333.537598
	Iteration 22Q: 3 clusters Score -696964.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -697001.562500 Penalty: 4333.537598
	Iteration 23Q: 3 clusters Score -697001.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -697037.625000 Penalty: 4333.537598
	Iteration 24Q: 3 clusters Score -697037.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -697074.437500 Penalty: 4333.537598
	Iteration 25Q: 3 clusters Score -697074.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -697115.750000 Penalty: 4333.537598
	Iteration 26Q: 3 clusters Score -697115.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -697159.187500 Penalty: 4333.537598
	Iteration 27Q: 3 clusters Score -697159.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -697206.062500 Penalty: 4333.537598
	Iteration 28Q: 3 clusters Score -697206.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -697267.312500 Penalty: 4333.537598
	Iteration 29Q: 3 clusters Score -697267.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -697350.125000 Penalty: 4333.537598
	Iteration 30Q: 3 clusters Score -697350.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -697452.562500 Penalty: 4333.537598
	Iteration 31Q: 3 clusters Score -697452.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -697552.375000 Penalty: 4333.537598
	Iteration 32Q: 3 clusters Score -697552.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -697618.750000 Penalty: 4333.537598
	Iteration 33Q: 3 clusters Score -697618.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -697659.062500 Penalty: 4333.537598
	Iteration 34Q: 3 clusters Score -697659.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -697679.125000 Penalty: 4333.537598
	Iteration 35Q: 3 clusters Score -697679.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -697689.375000 Penalty: 4333.537598
	Iteration 36Q: 3 clusters Score -697689.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -697696.812500 Penalty: 4333.537598
	Iteration 37Q: 3 clusters Score -697696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -697701.937500 Penalty: 4333.537598
	Iteration 38Q: 3 clusters Score -697701.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -697704.312500 Penalty: 4333.537598
	Iteration 39Q: 3 clusters Score -697704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -697706.125000 Penalty: 4333.537598
	Iteration 40F: 3 clusters Score -697706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -697707.125000 Penalty: 4333.537598
	Iteration 41Q: 3 clusters Score -697707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -697709.062500 Penalty: 4333.537598
	Iteration 42Q: 3 clusters Score -697709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -697710.687500 Penalty: 4333.537598
	Iteration 43Q: 3 clusters Score -697710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -697711.812500 Penalty: 4333.537598
	Iteration 44Q: 3 clusters Score -697711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -697711.250000 Penalty: 4333.537598
	Iteration 45Q: 3 clusters Score -697711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -697713.625000 Penalty: 4333.537598
	Iteration 46Q: 3 clusters Score -697713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -697714.375000 Penalty: 4333.537598
	Iteration 47Q: 3 clusters Score -697714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -697714.375000 Penalty: 4333.537598
	Iteration 48F: 3 clusters Score -697714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (141704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Entering Unmasked Estep 
Score: -15925491.000000 Penalty: 2941.650879
	Iteration 0F: 2 clusters Score -1.592549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -15830864.000000 Penalty: 5883.301758
	Iteration 0F: 3 clusters Score -1.583086e+07 nChanged 67587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -15869746.000000 Penalty: 5883.301758
	Iteration 1F: 3 clusters Score -1.586975e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -15870580.000000 Penalty: 5883.301758
	Iteration 2Q: 3 clusters Score -1.587058e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -15871646.000000 Penalty: 5883.301758
	Iteration 3Q: 3 clusters Score -1.587165e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -15873609.000000 Penalty: 5883.301758
	Iteration 4Q: 3 clusters Score -1.587361e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -15876918.000000 Penalty: 5883.301758
	Iteration 5Q: 3 clusters Score -1.587692e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -15883280.000000 Penalty: 5883.301758
	Iteration 6F: 3 clusters Score -1.588328e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -15893219.000000 Penalty: 5883.301758
	Iteration 7F: 3 clusters Score -1.589322e+07 nChanged 12575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 122510 members 
Entering Unmasked Estep 
Score: -15905287.000000 Penalty: 5883.301758
	Iteration 8F: 3 clusters Score -1.590529e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 132248 members 
Entering Unmasked Estep 
Score: -15914689.000000 Penalty: 5883.301758
	Iteration 9F: 3 clusters Score -1.591469e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -15919559.000000 Penalty: 5883.301758
	Iteration 10Q: 3 clusters Score -1.591956e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -15921574.000000 Penalty: 5883.301758
	Iteration 11Q: 3 clusters Score -1.592157e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 140401 members 
Entering Unmasked Estep 
Score: -15922350.000000 Penalty: 5883.301758
	Iteration 12Q: 3 clusters Score -1.592235e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 140708 members 
Entering Unmasked Estep 
Score: -15922682.000000 Penalty: 5883.301758
	Iteration 13Q: 3 clusters Score -1.592268e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 140835 members 
Entering Unmasked Estep 
Score: -15922892.000000 Penalty: 5883.301758
	Iteration 14Q: 3 clusters Score -1.592289e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -15923036.000000 Penalty: 5883.301758
	Iteration 15Q: 3 clusters Score -1.592304e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 140906 members 
Entering Unmasked Estep 
Score: -15923111.000000 Penalty: 5883.301758
	Iteration 16Q: 3 clusters Score -1.592311e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -15923185.000000 Penalty: 5883.301758
	Iteration 17Q: 3 clusters Score -1.592318e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -15923229.000000 Penalty: 5883.301758
	Iteration 18Q: 3 clusters Score -1.592323e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 140932 members 
Entering Unmasked Estep 
Score: -15923284.000000 Penalty: 5883.301758
	Iteration 19Q: 3 clusters Score -1.592328e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -15923320.000000 Penalty: 5883.301758
	Iteration 20F: 3 clusters Score -1.592332e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -15923366.000000 Penalty: 5883.301758
	Iteration 21Q: 3 clusters Score -1.592337e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 140940 members 
Entering Unmasked Estep 
Score: -15923383.000000 Penalty: 5883.301758
	Iteration 22Q: 3 clusters Score -1.592338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 140937 members 
Entering Unmasked Estep 
Score: -15923414.000000 Penalty: 5883.301758
	Iteration 23Q: 3 clusters Score -1.592341e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 140935 members 
Entering Unmasked Estep 
Score: -15923429.000000 Penalty: 5883.301758
	Iteration 24Q: 3 clusters Score -1.592343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -15923451.000000 Penalty: 5883.301758
	Iteration 25Q: 3 clusters Score -1.592345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 140925 members 
Entering Unmasked Estep 
Score: -15923456.000000 Penalty: 5883.301758
	Iteration 26Q: 3 clusters Score -1.592346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 140925 members 
Entering Unmasked Estep 
Score: -15923463.000000 Penalty: 5883.301758
	Iteration 27Q: 3 clusters Score -1.592346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -15923470.000000 Penalty: 5883.301758
	Iteration 28Q: 3 clusters Score -1.592347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -15923473.000000 Penalty: 5883.301758
	Iteration 29Q: 3 clusters Score -1.592347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 140926 members 
Entering Unmasked Estep 
Score: -15923485.000000 Penalty: 5883.301758
	Iteration 30Q: 3 clusters Score -1.592348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -15923475.000000 Penalty: 5883.301758
	Iteration 31Q: 3 clusters Score -1.592348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -15923480.000000 Penalty: 5883.301758
	Iteration 32Q: 3 clusters Score -1.592348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -15923481.000000 Penalty: 5883.301758
	Iteration 33Q: 3 clusters Score -1.592348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 140924 members 
Entering Unmasked Estep 
Score: -15923476.000000 Penalty: 5883.301758
	Iteration 34Q: 3 clusters Score -1.592348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -15923483.000000 Penalty: 5883.301758
	Iteration 35Q: 3 clusters Score -1.592348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -15923480.000000 Penalty: 5883.301758
	Iteration 36Q: 3 clusters Score -1.592348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -15923488.000000 Penalty: 5883.301758
	Iteration 37Q: 3 clusters Score -1.592349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 140921 members 
Entering Unmasked Estep 
Score: -15923496.000000 Penalty: 5883.301758
	Iteration 38Q: 3 clusters Score -1.59235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -15923494.000000 Penalty: 5883.301758
	Iteration 39Q: 3 clusters Score -1.592349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -15923484.000000 Penalty: 5883.301758
	Iteration 40F: 3 clusters Score -1.592348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -235832.781250 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -235832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -232906.234375 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -232906.2 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -233604.890625 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -233604.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -233837.562500 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -233837.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -233969.765625 Penalty: 3882.113770
	Iteration 3F: 3 clusters Score -233969.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -234079.796875 Penalty: 3882.113770
	Iteration 4Q: 3 clusters Score -234079.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -234173.812500 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -234173.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -234283.171875 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -234283.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -234401.671875 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -234401.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -234535.546875 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -234535.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -234842.296875 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -234842.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -235208.906250 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -235208.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -235496.812500 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -235496.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -235752.531250 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -235752.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -235868.140625 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -235868.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -235916.250000 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -235916.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -235938.359375 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -235938.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -235953.906250 Penalty: 3882.113770
	Iteration 16Q: 3 clusters Score -235953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -235960.968750 Penalty: 3882.113770
	Iteration 17Q: 3 clusters Score -235961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -235968.171875 Penalty: 3882.113770
	Iteration 18Q: 3 clusters Score -235968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -235974.812500 Penalty: 3882.113770
	Iteration 19Q: 3 clusters Score -235974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -235977.906250 Penalty: 3882.113770
	Iteration 20F: 3 clusters Score -235977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -235978.437500 Penalty: 3882.113770
	Iteration 21Q: 3 clusters Score -235978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -235979.390625 Penalty: 3882.113770
	Iteration 22Q: 3 clusters Score -235979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -235982.062500 Penalty: 3882.113770
	Iteration 23Q: 3 clusters Score -235982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -235983.828125 Penalty: 3882.113770
	Iteration 24Q: 3 clusters Score -235983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -235985.765625 Penalty: 3882.113770
	Iteration 25Q: 3 clusters Score -235985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -235986.890625 Penalty: 3882.113770
	Iteration 26Q: 3 clusters Score -235986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -235987.296875 Penalty: 3882.113770
	Iteration 27Q: 3 clusters Score -235987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -235987.296875 Penalty: 3882.113770
	Iteration 28F: 3 clusters Score -235987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 886 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 1621 members 
Entering Unmasked Estep 
Score: -139273136.000000 Penalty: 219852.140625
Splitting cluster 20 changes total score from -139274656.000000 to -139273136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -849084.187500 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -849084.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -842737.875000 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -842737.9 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -844478.812500 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -844478.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -844842.125000 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -844842.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -845146.625000 Penalty: 4457.215332
	Iteration 3F: 3 clusters Score -845146.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -845433.187500 Penalty: 4457.215332
	Iteration 4F: 3 clusters Score -845433.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -845721.750000 Penalty: 4457.215332
	Iteration 5F: 3 clusters Score -845721.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -845987.500000 Penalty: 4457.215332
	Iteration 6Q: 3 clusters Score -845987.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -846251.437500 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -846251.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -846528.312500 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -846528.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -846897.437500 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -846897.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -847373.875000 Penalty: 4457.215332
	Iteration 10F: 3 clusters Score -847373.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -847873.437500 Penalty: 4457.215332
	Iteration 11F: 3 clusters Score -847873.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -848340.000000 Penalty: 4457.215332
	Iteration 12F: 3 clusters Score -848340 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -848691.125000 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -848691.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -848934.125000 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -848934.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -849156.500000 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -849156.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -849385.375000 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -849385.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -849580.500000 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -849580.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -849695.312500 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -849695.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -849769.937500 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -849769.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -849802.625000 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -849802.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -849818.187500 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -849818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -849827.062500 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -849827.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -849832.312500 Penalty: 4457.215332
	Iteration 23Q: 3 clusters Score -849832.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -849831.937500 Penalty: 4457.215332
	Iteration 24Q: 3 clusters Score -849831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -849832.937500 Penalty: 4457.215332
	Iteration 25Q: 3 clusters Score -849832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -849832.937500 Penalty: 4457.215332
	Iteration 26F: 3 clusters Score -849832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 5559 members 
Entering Unmasked Estep 
Score: -139274384.000000 Penalty: 219852.140625
Splitting cluster 21 changes total score from -139274656.000000 to -139274384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (18103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Entering Unmasked Estep 
Score: -2084965.750000 Penalty: 2431.350586
	Iteration 0F: 2 clusters Score -2084966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2072129.000000 Penalty: 4862.701172
	Iteration 0F: 3 clusters Score -2072129 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2076265.875000 Penalty: 4862.701172
	Iteration 1F: 3 clusters Score -2076266 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2076623.500000 Penalty: 4862.701172
	Iteration 2F: 3 clusters Score -2076624 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2076941.625000 Penalty: 4862.701172
	Iteration 3Q: 3 clusters Score -2076942 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2077240.625000 Penalty: 4862.701172
	Iteration 4Q: 3 clusters Score -2077241 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2077590.500000 Penalty: 4862.701172
	Iteration 5Q: 3 clusters Score -2077590 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2078048.500000 Penalty: 4862.701172
	Iteration 6Q: 3 clusters Score -2078048 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2078651.250000 Penalty: 4862.701172
	Iteration 7Q: 3 clusters Score -2078651 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2079415.625000 Penalty: 4862.701172
	Iteration 8F: 3 clusters Score -2079416 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2080104.875000 Penalty: 4862.701172
	Iteration 9F: 3 clusters Score -2080105 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2080701.625000 Penalty: 4862.701172
	Iteration 10F: 3 clusters Score -2080702 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2081182.375000 Penalty: 4862.701172
	Iteration 11Q: 3 clusters Score -2081182 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2081607.000000 Penalty: 4862.701172
	Iteration 12Q: 3 clusters Score -2081607 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2081999.875000 Penalty: 4862.701172
	Iteration 13Q: 3 clusters Score -2082000 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2082321.625000 Penalty: 4862.701172
	Iteration 14Q: 3 clusters Score -2082322 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2082569.500000 Penalty: 4862.701172
	Iteration 15Q: 3 clusters Score -2082570 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2082764.125000 Penalty: 4862.701172
	Iteration 16Q: 3 clusters Score -2082764 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2082949.250000 Penalty: 4862.701172
	Iteration 17Q: 3 clusters Score -2082949 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2083142.875000 Penalty: 4862.701172
	Iteration 18Q: 3 clusters Score -2083143 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2083364.375000 Penalty: 4862.701172
	Iteration 19Q: 3 clusters Score -2083364 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2083607.750000 Penalty: 4862.701172
	Iteration 20F: 3 clusters Score -2083608 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2083836.500000 Penalty: 4862.701172
	Iteration 21Q: 3 clusters Score -2083836 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2084044.125000 Penalty: 4862.701172
	Iteration 22Q: 3 clusters Score -2084044 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2084209.000000 Penalty: 4862.701172
	Iteration 23Q: 3 clusters Score -2084209 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2084329.125000 Penalty: 4862.701172
	Iteration 24Q: 3 clusters Score -2084329 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2084414.000000 Penalty: 4862.701172
	Iteration 25Q: 3 clusters Score -2084414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2084471.125000 Penalty: 4862.701172
	Iteration 26Q: 3 clusters Score -2084471 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2084533.000000 Penalty: 4862.701172
	Iteration 27Q: 3 clusters Score -2084533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2084569.750000 Penalty: 4862.701172
	Iteration 28Q: 3 clusters Score -2084570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2084589.875000 Penalty: 4862.701172
	Iteration 29Q: 3 clusters Score -2084590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2084596.250000 Penalty: 4862.701172
	Iteration 30Q: 3 clusters Score -2084596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2084603.125000 Penalty: 4862.701172
	Iteration 31Q: 3 clusters Score -2084603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2084615.250000 Penalty: 4862.701172
	Iteration 32Q: 3 clusters Score -2084615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2084616.500000 Penalty: 4862.701172
	Iteration 33Q: 3 clusters Score -2084616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2084615.625000 Penalty: 4862.701172
	Iteration 34Q: 3 clusters Score -2084616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2084619.250000 Penalty: 4862.701172
	Iteration 35Q: 3 clusters Score -2084619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2084616.500000 Penalty: 4862.701172
	Iteration 36Q: 3 clusters Score -2084616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2084622.750000 Penalty: 4862.701172
	Iteration 37Q: 3 clusters Score -2084623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2084625.000000 Penalty: 4862.701172
	Iteration 38Q: 3 clusters Score -2084625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2084627.500000 Penalty: 4862.701172
	Iteration 39Q: 3 clusters Score -2084628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2084627.125000 Penalty: 4862.701172
	Iteration 40F: 3 clusters Score -2084627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2084627.375000 Penalty: 4862.701172
	Iteration 41Q: 3 clusters Score -2084627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2084625.250000 Penalty: 4862.701172
	Iteration 42Q: 3 clusters Score -2084625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2084623.750000 Penalty: 4862.701172
	Iteration 43Q: 3 clusters Score -2084624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2084623.625000 Penalty: 4862.701172
	Iteration 44Q: 3 clusters Score -2084624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2084623.625000 Penalty: 4862.701172
	Iteration 45F: 3 clusters Score -2084624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Entering Unmasked Estep 
Score: -1018802.062500 Penalty: 2299.525879
	Iteration 0F: 2 clusters Score -1018802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1010760.937500 Penalty: 4599.051758
	Iteration 0F: 3 clusters Score -1010761 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1013351.875000 Penalty: 4599.051758
	Iteration 1F: 3 clusters Score -1013352 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1013921.875000 Penalty: 4599.051758
	Iteration 2F: 3 clusters Score -1013922 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1014501.812500 Penalty: 4599.051758
	Iteration 3F: 3 clusters Score -1014502 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1015090.375000 Penalty: 4599.051758
	Iteration 4F: 3 clusters Score -1015090 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1015649.500000 Penalty: 4599.051758
	Iteration 5F: 3 clusters Score -1015650 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1016143.125000 Penalty: 4599.051758
	Iteration 6F: 3 clusters Score -1016143 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1016509.187500 Penalty: 4599.051758
	Iteration 7Q: 3 clusters Score -1016509 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1016799.562500 Penalty: 4599.051758
	Iteration 8Q: 3 clusters Score -1016800 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1017016.375000 Penalty: 4599.051758
	Iteration 9Q: 3 clusters Score -1017016 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1017157.187500 Penalty: 4599.051758
	Iteration 10Q: 3 clusters Score -1017157 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1017247.562500 Penalty: 4599.051758
	Iteration 11Q: 3 clusters Score -1017248 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1017309.250000 Penalty: 4599.051758
	Iteration 12Q: 3 clusters Score -1017309 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1017353.562500 Penalty: 4599.051758
	Iteration 13Q: 3 clusters Score -1017354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1017379.437500 Penalty: 4599.051758
	Iteration 14Q: 3 clusters Score -1017379 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1017397.187500 Penalty: 4599.051758
	Iteration 15Q: 3 clusters Score -1017397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1017405.375000 Penalty: 4599.051758
	Iteration 16Q: 3 clusters Score -1017405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1017417.562500 Penalty: 4599.051758
	Iteration 17Q: 3 clusters Score -1017418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1017426.625000 Penalty: 4599.051758
	Iteration 18Q: 3 clusters Score -1017427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1017428.937500 Penalty: 4599.051758
	Iteration 19Q: 3 clusters Score -1017429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1017433.187500 Penalty: 4599.051758
	Iteration 20F: 3 clusters Score -1017433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1017438.875000 Penalty: 4599.051758
	Iteration 21Q: 3 clusters Score -1017439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1017441.000000 Penalty: 4599.051758
	Iteration 22Q: 3 clusters Score -1017441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1017446.312500 Penalty: 4599.051758
	Iteration 23Q: 3 clusters Score -1017446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1017449.062500 Penalty: 4599.051758
	Iteration 24Q: 3 clusters Score -1017449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1017454.062500 Penalty: 4599.051758
	Iteration 25Q: 3 clusters Score -1017454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1017457.875000 Penalty: 4599.051758
	Iteration 26Q: 3 clusters Score -1017458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1017459.812500 Penalty: 4599.051758
	Iteration 27Q: 3 clusters Score -1017460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1017463.625000 Penalty: 4599.051758
	Iteration 28Q: 3 clusters Score -1017464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1017465.437500 Penalty: 4599.051758
	Iteration 29Q: 3 clusters Score -1017465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1017467.000000 Penalty: 4599.051758
	Iteration 30Q: 3 clusters Score -1017467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1017468.687500 Penalty: 4599.051758
	Iteration 31Q: 3 clusters Score -1017469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1017470.812500 Penalty: 4599.051758
	Iteration 32Q: 3 clusters Score -1017471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1017472.250000 Penalty: 4599.051758
	Iteration 33Q: 3 clusters Score -1017472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1017472.312500 Penalty: 4599.051758
	Iteration 34Q: 3 clusters Score -1017472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1017475.750000 Penalty: 4599.051758
	Iteration 35Q: 3 clusters Score -1017476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1017477.875000 Penalty: 4599.051758
	Iteration 36Q: 3 clusters Score -1017478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1017479.875000 Penalty: 4599.051758
	Iteration 37Q: 3 clusters Score -1017480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1017481.500000 Penalty: 4599.051758
	Iteration 38Q: 3 clusters Score -1017482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1017483.250000 Penalty: 4599.051758
	Iteration 39Q: 3 clusters Score -1017483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1017483.125000 Penalty: 4599.051758
	Iteration 40F: 3 clusters Score -1017483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1017484.187500 Penalty: 4599.051758
	Iteration 41Q: 3 clusters Score -1017484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1017485.125000 Penalty: 4599.051758
	Iteration 42Q: 3 clusters Score -1017485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1017485.312500 Penalty: 4599.051758
	Iteration 43Q: 3 clusters Score -1017485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1017485.312500 Penalty: 4599.051758
	Iteration 44F: 3 clusters Score -1017485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Entering Unmasked Estep 
Score: -1261904.375000 Penalty: 2338.210938
	Iteration 0F: 2 clusters Score -1261904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1252773.000000 Penalty: 4676.421875
	Iteration 0F: 3 clusters Score -1252773 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1255811.750000 Penalty: 4676.421875
	Iteration 1F: 3 clusters Score -1255812 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1256412.875000 Penalty: 4676.421875
	Iteration 2F: 3 clusters Score -1256413 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1256923.125000 Penalty: 4676.421875
	Iteration 3F: 3 clusters Score -1256923 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1257399.625000 Penalty: 4676.421875
	Iteration 4F: 3 clusters Score -1257400 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1257811.875000 Penalty: 4676.421875
	Iteration 5F: 3 clusters Score -1257812 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1258147.375000 Penalty: 4676.421875
	Iteration 6Q: 3 clusters Score -1258147 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1258415.500000 Penalty: 4676.421875
	Iteration 7Q: 3 clusters Score -1258416 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1258652.375000 Penalty: 4676.421875
	Iteration 8Q: 3 clusters Score -1258652 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1258855.875000 Penalty: 4676.421875
	Iteration 9Q: 3 clusters Score -1258856 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1259031.750000 Penalty: 4676.421875
	Iteration 10Q: 3 clusters Score -1259032 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1259186.500000 Penalty: 4676.421875
	Iteration 11Q: 3 clusters Score -1259186 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1259313.375000 Penalty: 4676.421875
	Iteration 12Q: 3 clusters Score -1259313 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1259427.125000 Penalty: 4676.421875
	Iteration 13Q: 3 clusters Score -1259427 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1259514.375000 Penalty: 4676.421875
	Iteration 14Q: 3 clusters Score -1259514 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1259593.000000 Penalty: 4676.421875
	Iteration 15Q: 3 clusters Score -1259593 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1259665.750000 Penalty: 4676.421875
	Iteration 16Q: 3 clusters Score -1259666 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1259730.625000 Penalty: 4676.421875
	Iteration 17Q: 3 clusters Score -1259731 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1259787.875000 Penalty: 4676.421875
	Iteration 18Q: 3 clusters Score -1259788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1259834.500000 Penalty: 4676.421875
	Iteration 19Q: 3 clusters Score -1259834 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1259880.250000 Penalty: 4676.421875
	Iteration 20F: 3 clusters Score -1259880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1259928.375000 Penalty: 4676.421875
	Iteration 21Q: 3 clusters Score -1259928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1259973.875000 Penalty: 4676.421875
	Iteration 22Q: 3 clusters Score -1259974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1260035.125000 Penalty: 4676.421875
	Iteration 23Q: 3 clusters Score -1260035 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1260094.625000 Penalty: 4676.421875
	Iteration 24Q: 3 clusters Score -1260095 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1260165.250000 Penalty: 4676.421875
	Iteration 25Q: 3 clusters Score -1260165 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1260224.625000 Penalty: 4676.421875
	Iteration 26Q: 3 clusters Score -1260225 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1260271.000000 Penalty: 4676.421875
	Iteration 27Q: 3 clusters Score -1260271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1260304.500000 Penalty: 4676.421875
	Iteration 28Q: 3 clusters Score -1260304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1260329.250000 Penalty: 4676.421875
	Iteration 29Q: 3 clusters Score -1260329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1260347.625000 Penalty: 4676.421875
	Iteration 30Q: 3 clusters Score -1260348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1260363.875000 Penalty: 4676.421875
	Iteration 31Q: 3 clusters Score -1260364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1260370.375000 Penalty: 4676.421875
	Iteration 32Q: 3 clusters Score -1260370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1260389.250000 Penalty: 4676.421875
	Iteration 33Q: 3 clusters Score -1260389 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1260405.250000 Penalty: 4676.421875
	Iteration 34Q: 3 clusters Score -1260405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1260416.500000 Penalty: 4676.421875
	Iteration 35Q: 3 clusters Score -1260416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1260435.500000 Penalty: 4676.421875
	Iteration 36Q: 3 clusters Score -1260436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1260450.875000 Penalty: 4676.421875
	Iteration 37Q: 3 clusters Score -1260451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1260465.125000 Penalty: 4676.421875
	Iteration 38Q: 3 clusters Score -1260465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1260479.125000 Penalty: 4676.421875
	Iteration 39Q: 3 clusters Score -1260479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1260490.375000 Penalty: 4676.421875
	Iteration 40F: 3 clusters Score -1260490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1260499.375000 Penalty: 4676.421875
	Iteration 41Q: 3 clusters Score -1260499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1260507.125000 Penalty: 4676.421875
	Iteration 42Q: 3 clusters Score -1260507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1260515.125000 Penalty: 4676.421875
	Iteration 43Q: 3 clusters Score -1260515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1260521.125000 Penalty: 4676.421875
	Iteration 44Q: 3 clusters Score -1260521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1260529.625000 Penalty: 4676.421875
	Iteration 45Q: 3 clusters Score -1260530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1260540.375000 Penalty: 4676.421875
	Iteration 46Q: 3 clusters Score -1260540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1260556.625000 Penalty: 4676.421875
	Iteration 47Q: 3 clusters Score -1260557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1260564.250000 Penalty: 4676.421875
	Iteration 48Q: 3 clusters Score -1260564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1260576.000000 Penalty: 4676.421875
	Iteration 49Q: 3 clusters Score -1260576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1260580.125000 Penalty: 4676.421875
	Iteration 50Q: 3 clusters Score -1260580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1260584.500000 Penalty: 4676.421875
	Iteration 51Q: 3 clusters Score -1260584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1260586.375000 Penalty: 4676.421875
	Iteration 52Q: 3 clusters Score -1260586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1260591.125000 Penalty: 4676.421875
	Iteration 53Q: 3 clusters Score -1260591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1260594.125000 Penalty: 4676.421875
	Iteration 54Q: 3 clusters Score -1260594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1260596.500000 Penalty: 4676.421875
	Iteration 55Q: 3 clusters Score -1260596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1260601.750000 Penalty: 4676.421875
	Iteration 56Q: 3 clusters Score -1260602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1260603.750000 Penalty: 4676.421875
	Iteration 57Q: 3 clusters Score -1260604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1260608.500000 Penalty: 4676.421875
	Iteration 58Q: 3 clusters Score -1260608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1260607.500000 Penalty: 4676.421875
	Iteration 59Q: 3 clusters Score -1260608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1260611.875000 Penalty: 4676.421875
	Iteration 60F: 3 clusters Score -1260612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1260617.250000 Penalty: 4676.421875
	Iteration 61Q: 3 clusters Score -1260617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1260616.750000 Penalty: 4676.421875
	Iteration 62Q: 3 clusters Score -1260617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1260620.250000 Penalty: 4676.421875
	Iteration 63Q: 3 clusters Score -1260620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1260624.250000 Penalty: 4676.421875
	Iteration 64Q: 3 clusters Score -1260624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1260626.750000 Penalty: 4676.421875
	Iteration 65Q: 3 clusters Score -1260627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1260630.250000 Penalty: 4676.421875
	Iteration 66Q: 3 clusters Score -1260630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1260641.750000 Penalty: 4676.421875
	Iteration 67Q: 3 clusters Score -1260642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1260648.375000 Penalty: 4676.421875
	Iteration 68Q: 3 clusters Score -1260648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1260652.500000 Penalty: 4676.421875
	Iteration 69Q: 3 clusters Score -1260652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1260657.000000 Penalty: 4676.421875
	Iteration 70Q: 3 clusters Score -1260657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1260655.125000 Penalty: 4676.421875
	Iteration 71Q: 3 clusters Score -1260655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1260659.000000 Penalty: 4676.421875
	Iteration 72Q: 3 clusters Score -1260659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1260663.500000 Penalty: 4676.421875
	Iteration 73Q: 3 clusters Score -1260664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1260668.500000 Penalty: 4676.421875
	Iteration 74Q: 3 clusters Score -1260668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1260668.125000 Penalty: 4676.421875
	Iteration 75Q: 3 clusters Score -1260668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1260670.250000 Penalty: 4676.421875
	Iteration 76Q: 3 clusters Score -1260670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1260671.250000 Penalty: 4676.421875
	Iteration 77Q: 3 clusters Score -1260671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1260674.750000 Penalty: 4676.421875
	Iteration 78Q: 3 clusters Score -1260675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1260672.500000 Penalty: 4676.421875
	Iteration 79Q: 3 clusters Score -1260672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1260672.125000 Penalty: 4676.421875
	Iteration 80F: 3 clusters Score -1260672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1260672.875000 Penalty: 4676.421875
	Iteration 81Q: 3 clusters Score -1260673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1260672.125000 Penalty: 4676.421875
	Iteration 82Q: 3 clusters Score -1260672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1260673.125000 Penalty: 4676.421875
	Iteration 83Q: 3 clusters Score -1260673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1260673.125000 Penalty: 4676.421875
	Iteration 84F: 3 clusters Score -1260673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Entering Unmasked Estep 
Score: -1707931.625000 Penalty: 2401.421631
	Iteration 0F: 2 clusters Score -1707932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1696331.500000 Penalty: 4802.843262
	Iteration 0F: 3 clusters Score -1696332 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1700389.125000 Penalty: 4802.843262
	Iteration 1F: 3 clusters Score -1700389 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1701122.750000 Penalty: 4802.843262
	Iteration 2F: 3 clusters Score -1701123 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1701993.375000 Penalty: 4802.843262
	Iteration 3F: 3 clusters Score -1701993 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1703080.125000 Penalty: 4802.843262
	Iteration 4F: 3 clusters Score -1703080 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1704401.250000 Penalty: 4802.843262
	Iteration 5F: 3 clusters Score -1704401 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1705674.500000 Penalty: 4802.843262
	Iteration 6F: 3 clusters Score -1705674 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1706649.625000 Penalty: 4802.843262
	Iteration 7F: 3 clusters Score -1706650 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1707231.750000 Penalty: 4802.843262
	Iteration 8Q: 3 clusters Score -1707232 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1707572.000000 Penalty: 4802.843262
	Iteration 9Q: 3 clusters Score -1707572 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1707771.875000 Penalty: 4802.843262
	Iteration 10Q: 3 clusters Score -1707772 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1707902.625000 Penalty: 4802.843262
	Iteration 11Q: 3 clusters Score -1707903 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1707987.125000 Penalty: 4802.843262
	Iteration 12Q: 3 clusters Score -1707987 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1708042.500000 Penalty: 4802.843262
	Iteration 13Q: 3 clusters Score -1708042 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1708075.500000 Penalty: 4802.843262
	Iteration 14Q: 3 clusters Score -1708076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1708114.375000 Penalty: 4802.843262
	Iteration 15Q: 3 clusters Score -1708114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1708148.625000 Penalty: 4802.843262
	Iteration 16Q: 3 clusters Score -1708149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1708189.250000 Penalty: 4802.843262
	Iteration 17Q: 3 clusters Score -1708189 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1708237.875000 Penalty: 4802.843262
	Iteration 18Q: 3 clusters Score -1708238 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1708288.250000 Penalty: 4802.843262
	Iteration 19Q: 3 clusters Score -1708288 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1708350.625000 Penalty: 4802.843262
	Iteration 20F: 3 clusters Score -1708351 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1708400.875000 Penalty: 4802.843262
	Iteration 21Q: 3 clusters Score -1708401 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1708450.125000 Penalty: 4802.843262
	Iteration 22Q: 3 clusters Score -1708450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1708515.125000 Penalty: 4802.843262
	Iteration 23Q: 3 clusters Score -1708515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1708553.000000 Penalty: 4802.843262
	Iteration 24Q: 3 clusters Score -1708553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1708589.625000 Penalty: 4802.843262
	Iteration 25Q: 3 clusters Score -1708590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1708624.125000 Penalty: 4802.843262
	Iteration 26Q: 3 clusters Score -1708624 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1708639.000000 Penalty: 4802.843262
	Iteration 27Q: 3 clusters Score -1708639 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1708668.500000 Penalty: 4802.843262
	Iteration 28Q: 3 clusters Score -1708668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1708693.000000 Penalty: 4802.843262
	Iteration 29Q: 3 clusters Score -1708693 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1708715.625000 Penalty: 4802.843262
	Iteration 30Q: 3 clusters Score -1708716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1708727.750000 Penalty: 4802.843262
	Iteration 31Q: 3 clusters Score -1708728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1708741.250000 Penalty: 4802.843262
	Iteration 32Q: 3 clusters Score -1708741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1708755.625000 Penalty: 4802.843262
	Iteration 33Q: 3 clusters Score -1708756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1708763.125000 Penalty: 4802.843262
	Iteration 34Q: 3 clusters Score -1708763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1708772.375000 Penalty: 4802.843262
	Iteration 35Q: 3 clusters Score -1708772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1708778.000000 Penalty: 4802.843262
	Iteration 36Q: 3 clusters Score -1708778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1708779.875000 Penalty: 4802.843262
	Iteration 37Q: 3 clusters Score -1708780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1708786.375000 Penalty: 4802.843262
	Iteration 38Q: 3 clusters Score -1708786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1708794.250000 Penalty: 4802.843262
	Iteration 39Q: 3 clusters Score -1708794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1708797.875000 Penalty: 4802.843262
	Iteration 40F: 3 clusters Score -1708798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1708799.000000 Penalty: 4802.843262
	Iteration 41Q: 3 clusters Score -1708799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1708801.250000 Penalty: 4802.843262
	Iteration 42Q: 3 clusters Score -1708801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1708797.500000 Penalty: 4802.843262
	Iteration 43Q: 3 clusters Score -1708798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1708800.625000 Penalty: 4802.843262
	Iteration 44Q: 3 clusters Score -1708801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1708795.500000 Penalty: 4802.843262
	Iteration 45Q: 3 clusters Score -1708796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1708801.500000 Penalty: 4802.843262
	Iteration 46Q: 3 clusters Score -1708802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1708800.625000 Penalty: 4802.843262
	Iteration 47Q: 3 clusters Score -1708801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1708800.625000 Penalty: 4802.843262
	Iteration 48F: 3 clusters Score -1708801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 8750 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 7295 members 
Entering Unmasked Estep 
Score: -139274528.000000 Penalty: 219852.140625
Splitting cluster 25 changes total score from -139274656.000000 to -139274528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82015.335938 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -82015.34 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82332.765625 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82332.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82433.265625 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82433.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82522.718750 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -82522.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82644.296875 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -82644.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82727.773438 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -82727.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82795.757812 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -82795.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82899.921875 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -82899.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83063.765625 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83063.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83252.226562 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83252.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83338.320312 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83338.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83369.757812 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83369.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83427.093750 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -83427.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83462.828125 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -83462.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83491.078125 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -83491.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83512.171875 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -83512.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83536.609375 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -83536.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83557.820312 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -83557.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83568.382812 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -83568.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83571.953125 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -83571.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83585.656250 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -83585.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83587.062500 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -83587.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83587.750000 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -83587.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83589.093750 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -83589.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83590.148438 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -83590.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83591.375000 Penalty: 3352.590576
	Iteration 25Q: 3 clusters Score -83591.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83594.164062 Penalty: 3352.590576
	Iteration 26Q: 3 clusters Score -83594.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83602.960938 Penalty: 3352.590576
	Iteration 27Q: 3 clusters Score -83602.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83612.742188 Penalty: 3352.590576
	Iteration 28Q: 3 clusters Score -83612.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83616.210938 Penalty: 3352.590576
	Iteration 29Q: 3 clusters Score -83616.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83620.859375 Penalty: 3352.590576
	Iteration 30Q: 3 clusters Score -83620.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83626.695312 Penalty: 3352.590576
	Iteration 31Q: 3 clusters Score -83626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83629.164062 Penalty: 3352.590576
	Iteration 32Q: 3 clusters Score -83629.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83631.023438 Penalty: 3352.590576
	Iteration 33Q: 3 clusters Score -83631.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83631.632812 Penalty: 3352.590576
	Iteration 34Q: 3 clusters Score -83631.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -83634.132812 Penalty: 3352.590576
	Iteration 35Q: 3 clusters Score -83634.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83637.687500 Penalty: 3352.590576
	Iteration 36Q: 3 clusters Score -83637.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83645.132812 Penalty: 3352.590576
	Iteration 37Q: 3 clusters Score -83645.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83646.835938 Penalty: 3352.590576
	Iteration 38Q: 3 clusters Score -83646.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83646.835938 Penalty: 3352.590576
	Iteration 39F: 3 clusters Score -83646.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Entering Unmasked Estep 
Score: -2323080.750000 Penalty: 2461.983154
	Iteration 0F: 2 clusters Score -2323081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2308831.000000 Penalty: 4923.966309
	Iteration 0F: 3 clusters Score -2308831 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2314030.500000 Penalty: 4923.966309
	Iteration 1F: 3 clusters Score -2314030 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2315021.500000 Penalty: 4923.966309
	Iteration 2F: 3 clusters Score -2315022 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2316140.500000 Penalty: 4923.966309
	Iteration 3F: 3 clusters Score -2316140 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2317188.500000 Penalty: 4923.966309
	Iteration 4F: 3 clusters Score -2317188 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2318059.750000 Penalty: 4923.966309
	Iteration 5F: 3 clusters Score -2318060 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2318665.750000 Penalty: 4923.966309
	Iteration 6F: 3 clusters Score -2318666 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2319113.250000 Penalty: 4923.966309
	Iteration 7Q: 3 clusters Score -2319113 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2319426.500000 Penalty: 4923.966309
	Iteration 8Q: 3 clusters Score -2319426 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2319742.250000 Penalty: 4923.966309
	Iteration 9Q: 3 clusters Score -2319742 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2320087.500000 Penalty: 4923.966309
	Iteration 10Q: 3 clusters Score -2320088 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2320409.000000 Penalty: 4923.966309
	Iteration 11Q: 3 clusters Score -2320409 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2320680.750000 Penalty: 4923.966309
	Iteration 12Q: 3 clusters Score -2320681 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2320904.500000 Penalty: 4923.966309
	Iteration 13Q: 3 clusters Score -2320904 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2321074.250000 Penalty: 4923.966309
	Iteration 14Q: 3 clusters Score -2321074 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2321186.250000 Penalty: 4923.966309
	Iteration 15Q: 3 clusters Score -2321186 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2321249.500000 Penalty: 4923.966309
	Iteration 16Q: 3 clusters Score -2321250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2321302.500000 Penalty: 4923.966309
	Iteration 17Q: 3 clusters Score -2321302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2321338.000000 Penalty: 4923.966309
	Iteration 18Q: 3 clusters Score -2321338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2321354.000000 Penalty: 4923.966309
	Iteration 19Q: 3 clusters Score -2321354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2321363.250000 Penalty: 4923.966309
	Iteration 20F: 3 clusters Score -2321363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2321372.500000 Penalty: 4923.966309
	Iteration 21Q: 3 clusters Score -2321372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2321375.000000 Penalty: 4923.966309
	Iteration 22Q: 3 clusters Score -2321375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2321382.000000 Penalty: 4923.966309
	Iteration 23Q: 3 clusters Score -2321382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2321390.000000 Penalty: 4923.966309
	Iteration 24Q: 3 clusters Score -2321390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2321393.000000 Penalty: 4923.966309
	Iteration 25Q: 3 clusters Score -2321393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2321396.500000 Penalty: 4923.966309
	Iteration 26Q: 3 clusters Score -2321396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2321394.750000 Penalty: 4923.966309
	Iteration 27Q: 3 clusters Score -2321395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2321397.750000 Penalty: 4923.966309
	Iteration 28Q: 3 clusters Score -2321398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2321402.000000 Penalty: 4923.966309
	Iteration 29Q: 3 clusters Score -2321402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2321405.500000 Penalty: 4923.966309
	Iteration 30Q: 3 clusters Score -2321406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2321413.250000 Penalty: 4923.966309
	Iteration 31Q: 3 clusters Score -2321413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2321415.500000 Penalty: 4923.966309
	Iteration 32Q: 3 clusters Score -2321416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2321418.500000 Penalty: 4923.966309
	Iteration 33Q: 3 clusters Score -2321418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2321415.750000 Penalty: 4923.966309
	Iteration 34Q: 3 clusters Score -2321416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2321419.750000 Penalty: 4923.966309
	Iteration 35Q: 3 clusters Score -2321420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2321421.000000 Penalty: 4923.966309
	Iteration 36Q: 3 clusters Score -2321421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2321421.000000 Penalty: 4923.966309
	Iteration 37Q: 3 clusters Score -2321421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2321425.000000 Penalty: 4923.966309
	Iteration 38Q: 3 clusters Score -2321425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2321418.750000 Penalty: 4923.966309
	Iteration 39Q: 3 clusters Score -2321419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2321421.000000 Penalty: 4923.966309
	Iteration 40F: 3 clusters Score -2321421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2321415.500000 Penalty: 4923.966309
	Iteration 41Q: 3 clusters Score -2321416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2321415.500000 Penalty: 4923.966309
	Iteration 42F: 3 clusters Score -2321416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -108913.343750 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -108913.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -106963.062500 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -106963.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -107318.164062 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -107318.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107436.796875 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -107436.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107513.914062 Penalty: 3453.272705
	Iteration 3Q: 3 clusters Score -107513.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -107571.625000 Penalty: 3453.272705
	Iteration 4Q: 3 clusters Score -107571.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -107616.742188 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -107616.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107690.507812 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -107690.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107841.492188 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -107841.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108074.031250 Penalty: 3453.272705
	Iteration 8F: 3 clusters Score -108074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -108523.226562 Penalty: 3453.272705
	Iteration 9F: 3 clusters Score -108523.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109013.750000 Penalty: 3453.272705
	Iteration 10F: 3 clusters Score -109013.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -109117.195312 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -109117.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -109165.750000 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -109165.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -109205.242188 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -109205.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109232.937500 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -109232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109261.125000 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -109261.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109308.031250 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -109308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -109366.695312 Penalty: 3453.272705
	Iteration 17Q: 3 clusters Score -109366.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -109423.218750 Penalty: 3453.272705
	Iteration 18Q: 3 clusters Score -109423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -109440.937500 Penalty: 3453.272705
	Iteration 19Q: 3 clusters Score -109440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109455.132812 Penalty: 3453.272705
	Iteration 20F: 3 clusters Score -109455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -109463.539062 Penalty: 3453.272705
	Iteration 21Q: 3 clusters Score -109463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -109473.078125 Penalty: 3453.272705
	Iteration 22Q: 3 clusters Score -109473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -109478.578125 Penalty: 3453.272705
	Iteration 23Q: 3 clusters Score -109478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -109478.578125 Penalty: 3453.272705
	Iteration 24F: 3 clusters Score -109478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 748 members 
Entering Unmasked Estep 
Score: -139273536.000000 Penalty: 219852.140625
Splitting cluster 28 changes total score from -139274656.000000 to -139273536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (27265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Entering Unmasked Estep 
Score: -3104341.250000 Penalty: 2532.913086
	Iteration 0F: 2 clusters Score -3104341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3085728.250000 Penalty: 5065.826172
	Iteration 0F: 3 clusters Score -3085728 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3092370.000000 Penalty: 5065.826172
	Iteration 1F: 3 clusters Score -3092370 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3093062.250000 Penalty: 5065.826172
	Iteration 2F: 3 clusters Score -3093062 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3093829.500000 Penalty: 5065.826172
	Iteration 3F: 3 clusters Score -3093830 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3094652.500000 Penalty: 5065.826172
	Iteration 4F: 3 clusters Score -3094652 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3095555.750000 Penalty: 5065.826172
	Iteration 5F: 3 clusters Score -3095556 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3096521.750000 Penalty: 5065.826172
	Iteration 6F: 3 clusters Score -3096522 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3097357.500000 Penalty: 5065.826172
	Iteration 7F: 3 clusters Score -3097358 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3098003.750000 Penalty: 5065.826172
	Iteration 8F: 3 clusters Score -3098004 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3098496.500000 Penalty: 5065.826172
	Iteration 9Q: 3 clusters Score -3098496 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3098885.000000 Penalty: 5065.826172
	Iteration 10Q: 3 clusters Score -3098885 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3099201.500000 Penalty: 5065.826172
	Iteration 11Q: 3 clusters Score -3099202 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -3099431.000000 Penalty: 5065.826172
	Iteration 12Q: 3 clusters Score -3099431 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3099666.750000 Penalty: 5065.826172
	Iteration 13Q: 3 clusters Score -3099667 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3099920.000000 Penalty: 5065.826172
	Iteration 14Q: 3 clusters Score -3099920 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3100122.250000 Penalty: 5065.826172
	Iteration 15Q: 3 clusters Score -3100122 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3100348.750000 Penalty: 5065.826172
	Iteration 16Q: 3 clusters Score -3100349 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3100585.500000 Penalty: 5065.826172
	Iteration 17Q: 3 clusters Score -3100586 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3100780.000000 Penalty: 5065.826172
	Iteration 18Q: 3 clusters Score -3100780 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3100974.000000 Penalty: 5065.826172
	Iteration 19Q: 3 clusters Score -3100974 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3101183.250000 Penalty: 5065.826172
	Iteration 20F: 3 clusters Score -3101183 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3101412.500000 Penalty: 5065.826172
	Iteration 21Q: 3 clusters Score -3101412 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3101647.250000 Penalty: 5065.826172
	Iteration 22Q: 3 clusters Score -3101647 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3101859.250000 Penalty: 5065.826172
	Iteration 23Q: 3 clusters Score -3101859 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3102084.500000 Penalty: 5065.826172
	Iteration 24Q: 3 clusters Score -3102084 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3102276.750000 Penalty: 5065.826172
	Iteration 25Q: 3 clusters Score -3102277 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3102428.500000 Penalty: 5065.826172
	Iteration 26Q: 3 clusters Score -3102428 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3102550.500000 Penalty: 5065.826172
	Iteration 27Q: 3 clusters Score -3102550 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3102652.000000 Penalty: 5065.826172
	Iteration 28Q: 3 clusters Score -3102652 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3102757.000000 Penalty: 5065.826172
	Iteration 29Q: 3 clusters Score -3102757 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3102824.500000 Penalty: 5065.826172
	Iteration 30Q: 3 clusters Score -3102824 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3102875.250000 Penalty: 5065.826172
	Iteration 31Q: 3 clusters Score -3102875 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3102949.250000 Penalty: 5065.826172
	Iteration 32Q: 3 clusters Score -3102949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3103002.750000 Penalty: 5065.826172
	Iteration 33Q: 3 clusters Score -3103003 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3103051.250000 Penalty: 5065.826172
	Iteration 34Q: 3 clusters Score -3103051 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3103095.750000 Penalty: 5065.826172
	Iteration 35Q: 3 clusters Score -3103096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3103123.750000 Penalty: 5065.826172
	Iteration 36Q: 3 clusters Score -3103124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3103145.250000 Penalty: 5065.826172
	Iteration 37Q: 3 clusters Score -3103145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3103187.500000 Penalty: 5065.826172
	Iteration 38Q: 3 clusters Score -3103188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3103212.500000 Penalty: 5065.826172
	Iteration 39Q: 3 clusters Score -3103212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3103233.000000 Penalty: 5065.826172
	Iteration 40F: 3 clusters Score -3103233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3103259.500000 Penalty: 5065.826172
	Iteration 41Q: 3 clusters Score -3103260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3103262.250000 Penalty: 5065.826172
	Iteration 42Q: 3 clusters Score -3103262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3103267.250000 Penalty: 5065.826172
	Iteration 43Q: 3 clusters Score -3103267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3103278.750000 Penalty: 5065.826172
	Iteration 44Q: 3 clusters Score -3103279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3103275.000000 Penalty: 5065.826172
	Iteration 45Q: 3 clusters Score -3103275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3103267.250000 Penalty: 5065.826172
	Iteration 46Q: 3 clusters Score -3103267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3103274.250000 Penalty: 5065.826172
	Iteration 47Q: 3 clusters Score -3103274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3103281.750000 Penalty: 5065.826172
	Iteration 48Q: 3 clusters Score -3103282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3103284.000000 Penalty: 5065.826172
	Iteration 49Q: 3 clusters Score -3103284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3103284.500000 Penalty: 5065.826172
	Iteration 50Q: 3 clusters Score -3103284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3103287.000000 Penalty: 5065.826172
	Iteration 51Q: 3 clusters Score -3103287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3103287.250000 Penalty: 5065.826172
	Iteration 52Q: 3 clusters Score -3103287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3103289.750000 Penalty: 5065.826172
	Iteration 53Q: 3 clusters Score -3103290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3103288.500000 Penalty: 5065.826172
	Iteration 54Q: 3 clusters Score -3103288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3103291.000000 Penalty: 5065.826172
	Iteration 55Q: 3 clusters Score -3103291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3103285.500000 Penalty: 5065.826172
	Iteration 56Q: 3 clusters Score -3103286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3103289.250000 Penalty: 5065.826172
	Iteration 57Q: 3 clusters Score -3103289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3103285.000000 Penalty: 5065.826172
	Iteration 58Q: 3 clusters Score -3103285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3103287.000000 Penalty: 5065.826172
	Iteration 59Q: 3 clusters Score -3103287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3103286.000000 Penalty: 5065.826172
	Iteration 60F: 3 clusters Score -3103286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3103289.250000 Penalty: 5065.826172
	Iteration 61Q: 3 clusters Score -3103289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3103284.250000 Penalty: 5065.826172
	Iteration 62Q: 3 clusters Score -3103284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3103286.500000 Penalty: 5065.826172
	Iteration 63Q: 3 clusters Score -3103286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3103283.250000 Penalty: 5065.826172
	Iteration 64Q: 3 clusters Score -3103283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3103285.500000 Penalty: 5065.826172
	Iteration 65Q: 3 clusters Score -3103286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3103285.500000 Penalty: 5065.826172
	Iteration 66F: 3 clusters Score -3103286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Entering Unmasked Estep 
Score: -1216070.875000 Penalty: 2308.409180
	Iteration 0F: 2 clusters Score -1216071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1207700.375000 Penalty: 4616.818359
	Iteration 0F: 3 clusters Score -1207700 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1210228.375000 Penalty: 4616.818359
	Iteration 1F: 3 clusters Score -1210228 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1210555.750000 Penalty: 4616.818359
	Iteration 2F: 3 clusters Score -1210556 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1210822.000000 Penalty: 4616.818359
	Iteration 3F: 3 clusters Score -1210822 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1211078.500000 Penalty: 4616.818359
	Iteration 4Q: 3 clusters Score -1211078 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1211309.625000 Penalty: 4616.818359
	Iteration 5Q: 3 clusters Score -1211310 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1211521.500000 Penalty: 4616.818359
	Iteration 6Q: 3 clusters Score -1211522 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1211744.000000 Penalty: 4616.818359
	Iteration 7Q: 3 clusters Score -1211744 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1211941.625000 Penalty: 4616.818359
	Iteration 8Q: 3 clusters Score -1211942 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1212111.750000 Penalty: 4616.818359
	Iteration 9Q: 3 clusters Score -1212112 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1212295.000000 Penalty: 4616.818359
	Iteration 10Q: 3 clusters Score -1212295 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1212490.625000 Penalty: 4616.818359
	Iteration 11Q: 3 clusters Score -1212491 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1212682.875000 Penalty: 4616.818359
	Iteration 12Q: 3 clusters Score -1212683 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1212858.750000 Penalty: 4616.818359
	Iteration 13Q: 3 clusters Score -1212859 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1213024.250000 Penalty: 4616.818359
	Iteration 14Q: 3 clusters Score -1213024 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1213217.875000 Penalty: 4616.818359
	Iteration 15Q: 3 clusters Score -1213218 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1213409.375000 Penalty: 4616.818359
	Iteration 16Q: 3 clusters Score -1213409 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1213628.125000 Penalty: 4616.818359
	Iteration 17Q: 3 clusters Score -1213628 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1213850.750000 Penalty: 4616.818359
	Iteration 18Q: 3 clusters Score -1213851 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1214038.750000 Penalty: 4616.818359
	Iteration 19Q: 3 clusters Score -1214039 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1214198.875000 Penalty: 4616.818359
	Iteration 20F: 3 clusters Score -1214199 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1214318.750000 Penalty: 4616.818359
	Iteration 21Q: 3 clusters Score -1214319 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1214426.625000 Penalty: 4616.818359
	Iteration 22Q: 3 clusters Score -1214427 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1214505.750000 Penalty: 4616.818359
	Iteration 23Q: 3 clusters Score -1214506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1214552.125000 Penalty: 4616.818359
	Iteration 24Q: 3 clusters Score -1214552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1214574.000000 Penalty: 4616.818359
	Iteration 25Q: 3 clusters Score -1214574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1214586.500000 Penalty: 4616.818359
	Iteration 26Q: 3 clusters Score -1214586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1214593.375000 Penalty: 4616.818359
	Iteration 27Q: 3 clusters Score -1214593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1214601.125000 Penalty: 4616.818359
	Iteration 28Q: 3 clusters Score -1214601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1214610.000000 Penalty: 4616.818359
	Iteration 29Q: 3 clusters Score -1214610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1214616.375000 Penalty: 4616.818359
	Iteration 30Q: 3 clusters Score -1214616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1214616.250000 Penalty: 4616.818359
	Iteration 31Q: 3 clusters Score -1214616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1214618.875000 Penalty: 4616.818359
	Iteration 32Q: 3 clusters Score -1214619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1214621.375000 Penalty: 4616.818359
	Iteration 33Q: 3 clusters Score -1214621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1214622.250000 Penalty: 4616.818359
	Iteration 34Q: 3 clusters Score -1214622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1214623.000000 Penalty: 4616.818359
	Iteration 35Q: 3 clusters Score -1214623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1214623.250000 Penalty: 4616.818359
	Iteration 36Q: 3 clusters Score -1214623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1214625.125000 Penalty: 4616.818359
	Iteration 37Q: 3 clusters Score -1214625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1214624.500000 Penalty: 4616.818359
	Iteration 38Q: 3 clusters Score -1214624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1214625.125000 Penalty: 4616.818359
	Iteration 39Q: 3 clusters Score -1214625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1214628.375000 Penalty: 4616.818359
	Iteration 40F: 3 clusters Score -1214628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1214627.125000 Penalty: 4616.818359
	Iteration 41Q: 3 clusters Score -1214627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1214628.750000 Penalty: 4616.818359
	Iteration 42Q: 3 clusters Score -1214629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1214628.250000 Penalty: 4616.818359
	Iteration 43Q: 3 clusters Score -1214628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1214628.000000 Penalty: 4616.818359
	Iteration 44Q: 3 clusters Score -1214628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1214629.125000 Penalty: 4616.818359
	Iteration 45Q: 3 clusters Score -1214629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1214629.125000 Penalty: 4616.818359
	Iteration 46F: 3 clusters Score -1214629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Entering Unmasked Estep 
Score: -3076638.500000 Penalty: 2552.855469
	Iteration 0F: 2 clusters Score -3076638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3056286.250000 Penalty: 5105.710938
	Iteration 0F: 3 clusters Score -3056286 nChanged 13329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3064011.500000 Penalty: 5105.710938
	Iteration 1F: 3 clusters Score -3064012 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3065211.750000 Penalty: 5105.710938
	Iteration 2F: 3 clusters Score -3065212 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3066858.000000 Penalty: 5105.710938
	Iteration 3F: 3 clusters Score -3066858 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3068864.500000 Penalty: 5105.710938
	Iteration 4F: 3 clusters Score -3068864 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3070642.000000 Penalty: 5105.710938
	Iteration 5F: 3 clusters Score -3070642 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3071953.500000 Penalty: 5105.710938
	Iteration 6F: 3 clusters Score -3071954 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3072807.500000 Penalty: 5105.710938
	Iteration 7Q: 3 clusters Score -3072808 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3073340.750000 Penalty: 5105.710938
	Iteration 8Q: 3 clusters Score -3073341 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3073655.250000 Penalty: 5105.710938
	Iteration 9Q: 3 clusters Score -3073655 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3073954.500000 Penalty: 5105.710938
	Iteration 10Q: 3 clusters Score -3073954 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3074238.750000 Penalty: 5105.710938
	Iteration 11Q: 3 clusters Score -3074239 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3074540.750000 Penalty: 5105.710938
	Iteration 12Q: 3 clusters Score -3074541 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3074784.750000 Penalty: 5105.710938
	Iteration 13Q: 3 clusters Score -3074785 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3075007.250000 Penalty: 5105.710938
	Iteration 14Q: 3 clusters Score -3075007 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3075220.750000 Penalty: 5105.710938
	Iteration 15Q: 3 clusters Score -3075221 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3075404.500000 Penalty: 5105.710938
	Iteration 16Q: 3 clusters Score -3075404 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3075548.000000 Penalty: 5105.710938
	Iteration 17Q: 3 clusters Score -3075548 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3075656.500000 Penalty: 5105.710938
	Iteration 18Q: 3 clusters Score -3075656 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3075732.250000 Penalty: 5105.710938
	Iteration 19Q: 3 clusters Score -3075732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3075767.000000 Penalty: 5105.710938
	Iteration 20F: 3 clusters Score -3075767 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3075785.000000 Penalty: 5105.710938
	Iteration 21Q: 3 clusters Score -3075785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3075795.000000 Penalty: 5105.710938
	Iteration 22Q: 3 clusters Score -3075795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3075827.000000 Penalty: 5105.710938
	Iteration 23Q: 3 clusters Score -3075827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3075834.000000 Penalty: 5105.710938
	Iteration 24Q: 3 clusters Score -3075834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3075844.250000 Penalty: 5105.710938
	Iteration 25Q: 3 clusters Score -3075844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3075846.250000 Penalty: 5105.710938
	Iteration 26Q: 3 clusters Score -3075846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3075848.250000 Penalty: 5105.710938
	Iteration 27Q: 3 clusters Score -3075848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3075857.000000 Penalty: 5105.710938
	Iteration 28Q: 3 clusters Score -3075857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3075860.750000 Penalty: 5105.710938
	Iteration 29Q: 3 clusters Score -3075861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3075862.500000 Penalty: 5105.710938
	Iteration 30Q: 3 clusters Score -3075862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3075861.500000 Penalty: 5105.710938
	Iteration 31Q: 3 clusters Score -3075862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3075877.750000 Penalty: 5105.710938
	Iteration 32Q: 3 clusters Score -3075878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3075890.000000 Penalty: 5105.710938
	Iteration 33Q: 3 clusters Score -3075890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3075900.000000 Penalty: 5105.710938
	Iteration 34Q: 3 clusters Score -3075900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3075897.000000 Penalty: 5105.710938
	Iteration 35Q: 3 clusters Score -3075897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3075894.250000 Penalty: 5105.710938
	Iteration 36Q: 3 clusters Score -3075894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3075899.250000 Penalty: 5105.710938
	Iteration 37Q: 3 clusters Score -3075899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3075901.500000 Penalty: 5105.710938
	Iteration 38Q: 3 clusters Score -3075902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3075909.500000 Penalty: 5105.710938
	Iteration 39Q: 3 clusters Score -3075910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3075915.250000 Penalty: 5105.710938
	Iteration 40F: 3 clusters Score -3075915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3075911.750000 Penalty: 5105.710938
	Iteration 41Q: 3 clusters Score -3075912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3075916.000000 Penalty: 5105.710938
	Iteration 42Q: 3 clusters Score -3075916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3075912.000000 Penalty: 5105.710938
	Iteration 43Q: 3 clusters Score -3075912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3075913.750000 Penalty: 5105.710938
	Iteration 44Q: 3 clusters Score -3075914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3075918.500000 Penalty: 5105.710938
	Iteration 45Q: 3 clusters Score -3075918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3075916.750000 Penalty: 5105.710938
	Iteration 46Q: 3 clusters Score -3075917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3075922.000000 Penalty: 5105.710938
	Iteration 47Q: 3 clusters Score -3075922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3075920.750000 Penalty: 5105.710938
	Iteration 48Q: 3 clusters Score -3075921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3075919.750000 Penalty: 5105.710938
	Iteration 49Q: 3 clusters Score -3075920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3075926.000000 Penalty: 5105.710938
	Iteration 50Q: 3 clusters Score -3075926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3075933.250000 Penalty: 5105.710938
	Iteration 51Q: 3 clusters Score -3075933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3075936.250000 Penalty: 5105.710938
	Iteration 52Q: 3 clusters Score -3075936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3075935.750000 Penalty: 5105.710938
	Iteration 53Q: 3 clusters Score -3075936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3075939.000000 Penalty: 5105.710938
	Iteration 54Q: 3 clusters Score -3075939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3075941.000000 Penalty: 5105.710938
	Iteration 55Q: 3 clusters Score -3075941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3075936.000000 Penalty: 5105.710938
	Iteration 56Q: 3 clusters Score -3075936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3075937.000000 Penalty: 5105.710938
	Iteration 57Q: 3 clusters Score -3075937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3075939.750000 Penalty: 5105.710938
	Iteration 58Q: 3 clusters Score -3075940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3075940.750000 Penalty: 5105.710938
	Iteration 59Q: 3 clusters Score -3075941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3075939.000000 Penalty: 5105.710938
	Iteration 60F: 3 clusters Score -3075939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3075936.750000 Penalty: 5105.710938
	Iteration 61Q: 3 clusters Score -3075937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3075942.000000 Penalty: 5105.710938
	Iteration 62Q: 3 clusters Score -3075942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3075946.000000 Penalty: 5105.710938
	Iteration 63Q: 3 clusters Score -3075946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3075943.500000 Penalty: 5105.710938
	Iteration 64Q: 3 clusters Score -3075944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3075949.750000 Penalty: 5105.710938
	Iteration 65Q: 3 clusters Score -3075950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3075948.500000 Penalty: 5105.710938
	Iteration 66Q: 3 clusters Score -3075948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3075955.000000 Penalty: 5105.710938
	Iteration 67Q: 3 clusters Score -3075955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3075956.250000 Penalty: 5105.710938
	Iteration 68Q: 3 clusters Score -3075956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3075957.250000 Penalty: 5105.710938
	Iteration 69Q: 3 clusters Score -3075957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3075958.750000 Penalty: 5105.710938
	Iteration 70Q: 3 clusters Score -3075959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3075957.000000 Penalty: 5105.710938
	Iteration 71Q: 3 clusters Score -3075957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3075958.000000 Penalty: 5105.710938
	Iteration 72Q: 3 clusters Score -3075958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3075958.000000 Penalty: 5105.710938
	Iteration 73Q: 3 clusters Score -3075958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3075958.000000 Penalty: 5105.710938
	Iteration 74F: 3 clusters Score -3075958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Entering Unmasked Estep 
Score: -925426.312500 Penalty: 2246.760498
	Iteration 0F: 2 clusters Score -925426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -918683.812500 Penalty: 4493.520996
	Iteration 0F: 3 clusters Score -918683.8 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -920633.937500 Penalty: 4493.520996
	Iteration 1F: 3 clusters Score -920633.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -921008.875000 Penalty: 4493.520996
	Iteration 2F: 3 clusters Score -921008.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -921323.250000 Penalty: 4493.520996
	Iteration 3F: 3 clusters Score -921323.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -921624.562500 Penalty: 4493.520996
	Iteration 4F: 3 clusters Score -921624.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -921885.187500 Penalty: 4493.520996
	Iteration 5Q: 3 clusters Score -921885.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -922143.812500 Penalty: 4493.520996
	Iteration 6Q: 3 clusters Score -922143.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -922409.937500 Penalty: 4493.520996
	Iteration 7Q: 3 clusters Score -922409.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -922634.250000 Penalty: 4493.520996
	Iteration 8Q: 3 clusters Score -922634.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -922816.562500 Penalty: 4493.520996
	Iteration 9Q: 3 clusters Score -922816.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -922939.375000 Penalty: 4493.520996
	Iteration 10Q: 3 clusters Score -922939.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -923047.125000 Penalty: 4493.520996
	Iteration 11Q: 3 clusters Score -923047.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -923135.937500 Penalty: 4493.520996
	Iteration 12Q: 3 clusters Score -923135.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -923215.500000 Penalty: 4493.520996
	Iteration 13Q: 3 clusters Score -923215.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -923272.375000 Penalty: 4493.520996
	Iteration 14Q: 3 clusters Score -923272.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -923315.062500 Penalty: 4493.520996
	Iteration 15Q: 3 clusters Score -923315.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -923342.875000 Penalty: 4493.520996
	Iteration 16Q: 3 clusters Score -923342.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -923372.375000 Penalty: 4493.520996
	Iteration 17Q: 3 clusters Score -923372.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -923394.000000 Penalty: 4493.520996
	Iteration 18Q: 3 clusters Score -923394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -923414.812500 Penalty: 4493.520996
	Iteration 19Q: 3 clusters Score -923414.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -923440.000000 Penalty: 4493.520996
	Iteration 20F: 3 clusters Score -923440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -923461.875000 Penalty: 4493.520996
	Iteration 21Q: 3 clusters Score -923461.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -923478.062500 Penalty: 4493.520996
	Iteration 22Q: 3 clusters Score -923478.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -923495.125000 Penalty: 4493.520996
	Iteration 23Q: 3 clusters Score -923495.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -923500.312500 Penalty: 4493.520996
	Iteration 24Q: 3 clusters Score -923500.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -923513.625000 Penalty: 4493.520996
	Iteration 25Q: 3 clusters Score -923513.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -923522.375000 Penalty: 4493.520996
	Iteration 26Q: 3 clusters Score -923522.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -923532.312500 Penalty: 4493.520996
	Iteration 27Q: 3 clusters Score -923532.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -923541.062500 Penalty: 4493.520996
	Iteration 28Q: 3 clusters Score -923541.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -923552.500000 Penalty: 4493.520996
	Iteration 29Q: 3 clusters Score -923552.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -923564.625000 Penalty: 4493.520996
	Iteration 30Q: 3 clusters Score -923564.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -923574.437500 Penalty: 4493.520996
	Iteration 31Q: 3 clusters Score -923574.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -923580.875000 Penalty: 4493.520996
	Iteration 32Q: 3 clusters Score -923580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -923589.687500 Penalty: 4493.520996
	Iteration 33Q: 3 clusters Score -923589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -923593.562500 Penalty: 4493.520996
	Iteration 34Q: 3 clusters Score -923593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -923597.125000 Penalty: 4493.520996
	Iteration 35Q: 3 clusters Score -923597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -923599.187500 Penalty: 4493.520996
	Iteration 36Q: 3 clusters Score -923599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -923600.437500 Penalty: 4493.520996
	Iteration 37Q: 3 clusters Score -923600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -923604.875000 Penalty: 4493.520996
	Iteration 38Q: 3 clusters Score -923604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -923604.062500 Penalty: 4493.520996
	Iteration 39Q: 3 clusters Score -923604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -923605.187500 Penalty: 4493.520996
	Iteration 40F: 3 clusters Score -923605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -923605.187500 Penalty: 4493.520996
	Iteration 41Q: 3 clusters Score -923605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -923606.250000 Penalty: 4493.520996
	Iteration 42Q: 3 clusters Score -923606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -923606.250000 Penalty: 4493.520996
	Iteration 43F: 3 clusters Score -923606.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -525087.500000 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -525087.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -520714.500000 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -520714.5 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -521831.093750 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -521831.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -522122.906250 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -522122.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -522390.218750 Penalty: 4192.992676
	Iteration 3F: 3 clusters Score -522390.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -522683.500000 Penalty: 4192.992676
	Iteration 4F: 3 clusters Score -522683.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -522980.906250 Penalty: 4192.992676
	Iteration 5F: 3 clusters Score -522980.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -523231.875000 Penalty: 4192.992676
	Iteration 6F: 3 clusters Score -523231.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -523408.500000 Penalty: 4192.992676
	Iteration 7F: 3 clusters Score -523408.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -523532.468750 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -523532.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -523624.343750 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -523624.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -523677.781250 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -523677.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -523717.281250 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -523717.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -523748.000000 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -523748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -523768.500000 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -523768.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -523784.468750 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -523784.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -523797.593750 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -523797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -523803.656250 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -523803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -523808.406250 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -523808.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -523812.312500 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -523812.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -523814.000000 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -523814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -523815.937500 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -523815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -523817.031250 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -523817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -523820.937500 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -523820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -523821.125000 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -523821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -523822.500000 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -523822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -523824.718750 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -523824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -523829.937500 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -523829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -523831.750000 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -523831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -523833.031250 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -523833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -523834.500000 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -523834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -523833.968750 Penalty: 4192.992676
	Iteration 30Q: 3 clusters Score -523834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -523834.781250 Penalty: 4192.992676
	Iteration 31Q: 3 clusters Score -523834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -523834.781250 Penalty: 4192.992676
	Iteration 32F: 3 clusters Score -523834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -1747865.500000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -1747866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1736726.750000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -1736727 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1740410.750000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -1740411 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1740896.125000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -1740896 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1741337.375000 Penalty: 4783.490234
	Iteration 3F: 3 clusters Score -1741337 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1741757.125000 Penalty: 4783.490234
	Iteration 4F: 3 clusters Score -1741757 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1742146.125000 Penalty: 4783.490234
	Iteration 5Q: 3 clusters Score -1742146 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1742525.625000 Penalty: 4783.490234
	Iteration 6Q: 3 clusters Score -1742526 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1742930.875000 Penalty: 4783.490234
	Iteration 7Q: 3 clusters Score -1742931 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1743372.875000 Penalty: 4783.490234
	Iteration 8Q: 3 clusters Score -1743373 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1743816.375000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -1743816 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1744199.000000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -1744199 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1744554.625000 Penalty: 4783.490234
	Iteration 11Q: 3 clusters Score -1744555 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1744840.750000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -1744841 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1745061.375000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -1745061 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1745241.125000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -1745241 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1745390.875000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -1745391 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1745488.500000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -1745488 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1745552.500000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -1745552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1745608.250000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -1745608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1745650.125000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -1745650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1745693.750000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -1745694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1745730.625000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -1745731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1745756.000000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -1745756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1745779.125000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -1745779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1745797.750000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -1745798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1745810.250000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -1745810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1745826.500000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -1745826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1745834.625000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -1745835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1745840.875000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -1745841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1745850.750000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -1745851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1745862.625000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -1745863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1745876.625000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -1745877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1745879.250000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -1745879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1745886.375000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -1745886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1745889.625000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -1745890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1745889.375000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -1745889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1745891.375000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -1745891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1745892.500000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -1745892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1745892.625000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -1745893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1745894.125000 Penalty: 4783.490234
	Iteration 39Q: 3 clusters Score -1745894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1745895.750000 Penalty: 4783.490234
	Iteration 40F: 3 clusters Score -1745896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1745898.375000 Penalty: 4783.490234
	Iteration 41Q: 3 clusters Score -1745898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1745898.375000 Penalty: 4783.490234
	Iteration 42F: 3 clusters Score -1745898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -34699.566406 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -34699.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33386.089844 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -33386.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33601.496094 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -33601.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33674.585938 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -33674.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33694.535156 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -33694.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33701.964844 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -33701.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33706.769531 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -33706.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33718.574219 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -33718.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33726.476562 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -33726.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33730.261719 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -33730.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33730.261719 Penalty: 2939.755371
	Iteration 9F: 3 clusters Score -33730.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Entering Unmasked Estep 
Score: -499691.593750 Penalty: 2099.595215
	Iteration 0F: 2 clusters Score -499691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -495335.812500 Penalty: 4199.190430
	Iteration 0F: 3 clusters Score -495335.8 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -496365.250000 Penalty: 4199.190430
	Iteration 1F: 3 clusters Score -496365.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -496657.000000 Penalty: 4199.190430
	Iteration 2F: 3 clusters Score -496657 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -496903.312500 Penalty: 4199.190430
	Iteration 3F: 3 clusters Score -496903.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -497194.312500 Penalty: 4199.190430
	Iteration 4F: 3 clusters Score -497194.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -497527.093750 Penalty: 4199.190430
	Iteration 5F: 3 clusters Score -497527.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -497909.656250 Penalty: 4199.190430
	Iteration 6F: 3 clusters Score -497909.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -498392.562500 Penalty: 4199.190430
	Iteration 7F: 3 clusters Score -498392.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -498862.312500 Penalty: 4199.190430
	Iteration 8F: 3 clusters Score -498862.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -499116.562500 Penalty: 4199.190430
	Iteration 9Q: 3 clusters Score -499116.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -499222.625000 Penalty: 4199.190430
	Iteration 10Q: 3 clusters Score -499222.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -499265.968750 Penalty: 4199.190430
	Iteration 11Q: 3 clusters Score -499266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -499286.312500 Penalty: 4199.190430
	Iteration 12Q: 3 clusters Score -499286.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -499302.781250 Penalty: 4199.190430
	Iteration 13Q: 3 clusters Score -499302.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -499313.812500 Penalty: 4199.190430
	Iteration 14Q: 3 clusters Score -499313.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -499319.062500 Penalty: 4199.190430
	Iteration 15Q: 3 clusters Score -499319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -499320.875000 Penalty: 4199.190430
	Iteration 16Q: 3 clusters Score -499320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -499324.375000 Penalty: 4199.190430
	Iteration 17Q: 3 clusters Score -499324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -499324.375000 Penalty: 4199.190430
	Iteration 18Q: 3 clusters Score -499324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -499326.875000 Penalty: 4199.190430
	Iteration 19Q: 3 clusters Score -499326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -499327.062500 Penalty: 4199.190430
	Iteration 20F: 3 clusters Score -499327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -499327.937500 Penalty: 4199.190430
	Iteration 21Q: 3 clusters Score -499327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -499328.031250 Penalty: 4199.190430
	Iteration 22Q: 3 clusters Score -499328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -499329.187500 Penalty: 4199.190430
	Iteration 23Q: 3 clusters Score -499329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -499329.781250 Penalty: 4199.190430
	Iteration 24Q: 3 clusters Score -499329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -499329.781250 Penalty: 4199.190430
	Iteration 25F: 3 clusters Score -499329.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Entering Unmasked Estep 
Score: -652696.062500 Penalty: 2157.727539
	Iteration 0F: 2 clusters Score -652696.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -647532.187500 Penalty: 4315.455078
	Iteration 0F: 3 clusters Score -647532.2 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -648904.500000 Penalty: 4315.455078
	Iteration 1F: 3 clusters Score -648904.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -649282.437500 Penalty: 4315.455078
	Iteration 2F: 3 clusters Score -649282.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -649537.312500 Penalty: 4315.455078
	Iteration 3F: 3 clusters Score -649537.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -649793.937500 Penalty: 4315.455078
	Iteration 4F: 3 clusters Score -649793.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -650052.875000 Penalty: 4315.455078
	Iteration 5F: 3 clusters Score -650052.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -650275.875000 Penalty: 4315.455078
	Iteration 6Q: 3 clusters Score -650275.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -650440.875000 Penalty: 4315.455078
	Iteration 7Q: 3 clusters Score -650440.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -650578.875000 Penalty: 4315.455078
	Iteration 8Q: 3 clusters Score -650578.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -650704.562500 Penalty: 4315.455078
	Iteration 9Q: 3 clusters Score -650704.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -650806.937500 Penalty: 4315.455078
	Iteration 10Q: 3 clusters Score -650806.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -650889.437500 Penalty: 4315.455078
	Iteration 11Q: 3 clusters Score -650889.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -650950.000000 Penalty: 4315.455078
	Iteration 12Q: 3 clusters Score -650950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -650991.875000 Penalty: 4315.455078
	Iteration 13Q: 3 clusters Score -650991.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -651029.750000 Penalty: 4315.455078
	Iteration 14Q: 3 clusters Score -651029.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -651057.687500 Penalty: 4315.455078
	Iteration 15Q: 3 clusters Score -651057.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -651076.000000 Penalty: 4315.455078
	Iteration 16Q: 3 clusters Score -651076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -651093.187500 Penalty: 4315.455078
	Iteration 17Q: 3 clusters Score -651093.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -651106.687500 Penalty: 4315.455078
	Iteration 18Q: 3 clusters Score -651106.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -651115.562500 Penalty: 4315.455078
	Iteration 19Q: 3 clusters Score -651115.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -651122.562500 Penalty: 4315.455078
	Iteration 20F: 3 clusters Score -651122.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -651127.250000 Penalty: 4315.455078
	Iteration 21Q: 3 clusters Score -651127.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -651131.875000 Penalty: 4315.455078
	Iteration 22Q: 3 clusters Score -651131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -651136.750000 Penalty: 4315.455078
	Iteration 23Q: 3 clusters Score -651136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -651139.062500 Penalty: 4315.455078
	Iteration 24Q: 3 clusters Score -651139.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -651142.250000 Penalty: 4315.455078
	Iteration 25Q: 3 clusters Score -651142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -651144.812500 Penalty: 4315.455078
	Iteration 26Q: 3 clusters Score -651144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -651148.937500 Penalty: 4315.455078
	Iteration 27Q: 3 clusters Score -651148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -651152.125000 Penalty: 4315.455078
	Iteration 28Q: 3 clusters Score -651152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -651158.250000 Penalty: 4315.455078
	Iteration 29Q: 3 clusters Score -651158.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -651160.000000 Penalty: 4315.455078
	Iteration 30Q: 3 clusters Score -651160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -651160.187500 Penalty: 4315.455078
	Iteration 31Q: 3 clusters Score -651160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -651159.812500 Penalty: 4315.455078
	Iteration 32Q: 3 clusters Score -651159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -651161.125000 Penalty: 4315.455078
	Iteration 33Q: 3 clusters Score -651161.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -651161.500000 Penalty: 4315.455078
	Iteration 34Q: 3 clusters Score -651161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -651162.375000 Penalty: 4315.455078
	Iteration 35Q: 3 clusters Score -651162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -651163.125000 Penalty: 4315.455078
	Iteration 36Q: 3 clusters Score -651163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -651164.937500 Penalty: 4315.455078
	Iteration 37Q: 3 clusters Score -651164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -651167.625000 Penalty: 4315.455078
	Iteration 38Q: 3 clusters Score -651167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -651167.375000 Penalty: 4315.455078
	Iteration 39Q: 3 clusters Score -651167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -651168.062500 Penalty: 4315.455078
	Iteration 40F: 3 clusters Score -651168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -651168.000000 Penalty: 4315.455078
	Iteration 41Q: 3 clusters Score -651168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -651168.000000 Penalty: 4315.455078
	Iteration 42F: 3 clusters Score -651168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36472.964844 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36472.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36623.484375 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36623.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36669.597656 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36669.597656 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -36669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Entering Unmasked Estep 
Score: -1382804.500000 Penalty: 2336.409424
	Iteration 0F: 2 clusters Score -1382804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1373754.125000 Penalty: 4672.818848
	Iteration 0F: 3 clusters Score -1373754 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1376626.875000 Penalty: 4672.818848
	Iteration 1F: 3 clusters Score -1376627 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1376999.875000 Penalty: 4672.818848
	Iteration 2F: 3 clusters Score -1377000 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1377286.375000 Penalty: 4672.818848
	Iteration 3F: 3 clusters Score -1377286 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1377554.000000 Penalty: 4672.818848
	Iteration 4Q: 3 clusters Score -1377554 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1377898.875000 Penalty: 4672.818848
	Iteration 5Q: 3 clusters Score -1377899 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1378296.750000 Penalty: 4672.818848
	Iteration 6F: 3 clusters Score -1378297 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1378685.250000 Penalty: 4672.818848
	Iteration 7F: 3 clusters Score -1378685 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1379065.875000 Penalty: 4672.818848
	Iteration 8Q: 3 clusters Score -1379066 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1379427.375000 Penalty: 4672.818848
	Iteration 9Q: 3 clusters Score -1379427 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1379691.750000 Penalty: 4672.818848
	Iteration 10Q: 3 clusters Score -1379692 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1379903.500000 Penalty: 4672.818848
	Iteration 11Q: 3 clusters Score -1379904 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1380080.875000 Penalty: 4672.818848
	Iteration 12Q: 3 clusters Score -1380081 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1380203.000000 Penalty: 4672.818848
	Iteration 13Q: 3 clusters Score -1380203 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1380314.125000 Penalty: 4672.818848
	Iteration 14Q: 3 clusters Score -1380314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1380424.375000 Penalty: 4672.818848
	Iteration 15Q: 3 clusters Score -1380424 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1380532.500000 Penalty: 4672.818848
	Iteration 16Q: 3 clusters Score -1380532 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1380637.000000 Penalty: 4672.818848
	Iteration 17Q: 3 clusters Score -1380637 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1380768.625000 Penalty: 4672.818848
	Iteration 18Q: 3 clusters Score -1380769 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1380992.125000 Penalty: 4672.818848
	Iteration 19Q: 3 clusters Score -1380992 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1381236.625000 Penalty: 4672.818848
	Iteration 20F: 3 clusters Score -1381237 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1381469.125000 Penalty: 4672.818848
	Iteration 21Q: 3 clusters Score -1381469 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1381722.250000 Penalty: 4672.818848
	Iteration 22Q: 3 clusters Score -1381722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1382007.375000 Penalty: 4672.818848
	Iteration 23Q: 3 clusters Score -1382007 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1382183.625000 Penalty: 4672.818848
	Iteration 24Q: 3 clusters Score -1382184 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1382268.125000 Penalty: 4672.818848
	Iteration 25Q: 3 clusters Score -1382268 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1382316.250000 Penalty: 4672.818848
	Iteration 26Q: 3 clusters Score -1382316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1382339.375000 Penalty: 4672.818848
	Iteration 27Q: 3 clusters Score -1382339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1382353.500000 Penalty: 4672.818848
	Iteration 28Q: 3 clusters Score -1382354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1382362.000000 Penalty: 4672.818848
	Iteration 29Q: 3 clusters Score -1382362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1382364.125000 Penalty: 4672.818848
	Iteration 30Q: 3 clusters Score -1382364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1382367.625000 Penalty: 4672.818848
	Iteration 31Q: 3 clusters Score -1382368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1382371.000000 Penalty: 4672.818848
	Iteration 32Q: 3 clusters Score -1382371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1382374.000000 Penalty: 4672.818848
	Iteration 33Q: 3 clusters Score -1382374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1382375.750000 Penalty: 4672.818848
	Iteration 34Q: 3 clusters Score -1382376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1382375.750000 Penalty: 4672.818848
	Iteration 35F: 3 clusters Score -1382376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -481404.812500 Penalty: 2087.069824
	Iteration 0F: 2 clusters Score -481404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -477121.625000 Penalty: 4174.139648
	Iteration 0F: 3 clusters Score -477121.6 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -478131.281250 Penalty: 4174.139648
	Iteration 1F: 3 clusters Score -478131.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -478391.312500 Penalty: 4174.139648
	Iteration 2F: 3 clusters Score -478391.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -478554.156250 Penalty: 4174.139648
	Iteration 3F: 3 clusters Score -478554.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -478680.812500 Penalty: 4174.139648
	Iteration 4Q: 3 clusters Score -478680.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -478844.312500 Penalty: 4174.139648
	Iteration 5Q: 3 clusters Score -478844.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -479079.750000 Penalty: 4174.139648
	Iteration 6Q: 3 clusters Score -479079.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -479342.812500 Penalty: 4174.139648
	Iteration 7Q: 3 clusters Score -479342.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -479540.656250 Penalty: 4174.139648
	Iteration 8F: 3 clusters Score -479540.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -479702.000000 Penalty: 4174.139648
	Iteration 9Q: 3 clusters Score -479702 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -479813.062500 Penalty: 4174.139648
	Iteration 10Q: 3 clusters Score -479813.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -479895.906250 Penalty: 4174.139648
	Iteration 11Q: 3 clusters Score -479895.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -479967.125000 Penalty: 4174.139648
	Iteration 12Q: 3 clusters Score -479967.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -480040.406250 Penalty: 4174.139648
	Iteration 13Q: 3 clusters Score -480040.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -480090.000000 Penalty: 4174.139648
	Iteration 14Q: 3 clusters Score -480090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -480125.562500 Penalty: 4174.139648
	Iteration 15Q: 3 clusters Score -480125.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -480155.843750 Penalty: 4174.139648
	Iteration 16Q: 3 clusters Score -480155.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -480180.968750 Penalty: 4174.139648
	Iteration 17Q: 3 clusters Score -480181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -480203.750000 Penalty: 4174.139648
	Iteration 18Q: 3 clusters Score -480203.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -480217.812500 Penalty: 4174.139648
	Iteration 19Q: 3 clusters Score -480217.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -480229.687500 Penalty: 4174.139648
	Iteration 20F: 3 clusters Score -480229.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -480238.875000 Penalty: 4174.139648
	Iteration 21Q: 3 clusters Score -480238.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -480246.156250 Penalty: 4174.139648
	Iteration 22Q: 3 clusters Score -480246.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -480251.906250 Penalty: 4174.139648
	Iteration 23Q: 3 clusters Score -480251.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -480257.343750 Penalty: 4174.139648
	Iteration 24Q: 3 clusters Score -480257.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -480264.562500 Penalty: 4174.139648
	Iteration 25Q: 3 clusters Score -480264.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -480269.531250 Penalty: 4174.139648
	Iteration 26Q: 3 clusters Score -480269.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -480275.531250 Penalty: 4174.139648
	Iteration 27Q: 3 clusters Score -480275.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -480280.593750 Penalty: 4174.139648
	Iteration 28Q: 3 clusters Score -480280.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -480285.437500 Penalty: 4174.139648
	Iteration 29Q: 3 clusters Score -480285.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -480287.562500 Penalty: 4174.139648
	Iteration 30Q: 3 clusters Score -480287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -480289.093750 Penalty: 4174.139648
	Iteration 31Q: 3 clusters Score -480289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -480290.562500 Penalty: 4174.139648
	Iteration 32Q: 3 clusters Score -480290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -480291.156250 Penalty: 4174.139648
	Iteration 33Q: 3 clusters Score -480291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -480292.000000 Penalty: 4174.139648
	Iteration 34Q: 3 clusters Score -480292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -480292.000000 Penalty: 4174.139648
	Iteration 35F: 3 clusters Score -480292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Entering Unmasked Estep 
Score: -814316.875000 Penalty: 2204.753418
	Iteration 0F: 2 clusters Score -814316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -808250.500000 Penalty: 4409.506836
	Iteration 0F: 3 clusters Score -808250.5 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -809938.000000 Penalty: 4409.506836
	Iteration 1F: 3 clusters Score -809938 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -810278.562500 Penalty: 4409.506836
	Iteration 2F: 3 clusters Score -810278.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -810599.125000 Penalty: 4409.506836
	Iteration 3F: 3 clusters Score -810599.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -811018.812500 Penalty: 4409.506836
	Iteration 4F: 3 clusters Score -811018.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -811453.187500 Penalty: 4409.506836
	Iteration 5F: 3 clusters Score -811453.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -811848.750000 Penalty: 4409.506836
	Iteration 6F: 3 clusters Score -811848.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -812171.812500 Penalty: 4409.506836
	Iteration 7F: 3 clusters Score -812171.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -812432.875000 Penalty: 4409.506836
	Iteration 8Q: 3 clusters Score -812432.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -812646.187500 Penalty: 4409.506836
	Iteration 9Q: 3 clusters Score -812646.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -812866.375000 Penalty: 4409.506836
	Iteration 10Q: 3 clusters Score -812866.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -813086.687500 Penalty: 4409.506836
	Iteration 11Q: 3 clusters Score -813086.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -813246.500000 Penalty: 4409.506836
	Iteration 12Q: 3 clusters Score -813246.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -813399.375000 Penalty: 4409.506836
	Iteration 13Q: 3 clusters Score -813399.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -813557.437500 Penalty: 4409.506836
	Iteration 14Q: 3 clusters Score -813557.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -813687.500000 Penalty: 4409.506836
	Iteration 15Q: 3 clusters Score -813687.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -813770.375000 Penalty: 4409.506836
	Iteration 16Q: 3 clusters Score -813770.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -813813.875000 Penalty: 4409.506836
	Iteration 17Q: 3 clusters Score -813813.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -813843.812500 Penalty: 4409.506836
	Iteration 18Q: 3 clusters Score -813843.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -813860.812500 Penalty: 4409.506836
	Iteration 19Q: 3 clusters Score -813860.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -813881.500000 Penalty: 4409.506836
	Iteration 20F: 3 clusters Score -813881.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -813895.125000 Penalty: 4409.506836
	Iteration 21Q: 3 clusters Score -813895.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -813903.250000 Penalty: 4409.506836
	Iteration 22Q: 3 clusters Score -813903.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -813911.437500 Penalty: 4409.506836
	Iteration 23Q: 3 clusters Score -813911.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -813916.750000 Penalty: 4409.506836
	Iteration 24Q: 3 clusters Score -813916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -813924.812500 Penalty: 4409.506836
	Iteration 25Q: 3 clusters Score -813924.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -813935.812500 Penalty: 4409.506836
	Iteration 26Q: 3 clusters Score -813935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -813938.562500 Penalty: 4409.506836
	Iteration 27Q: 3 clusters Score -813938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -813940.500000 Penalty: 4409.506836
	Iteration 28Q: 3 clusters Score -813940.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -813943.000000 Penalty: 4409.506836
	Iteration 29Q: 3 clusters Score -813943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -813945.750000 Penalty: 4409.506836
	Iteration 30Q: 3 clusters Score -813945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -813945.750000 Penalty: 4409.506836
	Iteration 31F: 3 clusters Score -813945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Entering Unmasked Estep 
Score: -1293164.750000 Penalty: 2320.801514
	Iteration 0F: 2 clusters Score -1293165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1284649.125000 Penalty: 4641.603027
	Iteration 0F: 3 clusters Score -1284649 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1287284.375000 Penalty: 4641.603027
	Iteration 1F: 3 clusters Score -1287284 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1287651.625000 Penalty: 4641.603027
	Iteration 2F: 3 clusters Score -1287652 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1287917.875000 Penalty: 4641.603027
	Iteration 3Q: 3 clusters Score -1287918 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1288112.000000 Penalty: 4641.603027
	Iteration 4Q: 3 clusters Score -1288112 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1288280.500000 Penalty: 4641.603027
	Iteration 5Q: 3 clusters Score -1288280 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1288422.625000 Penalty: 4641.603027
	Iteration 6Q: 3 clusters Score -1288423 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1288568.250000 Penalty: 4641.603027
	Iteration 7Q: 3 clusters Score -1288568 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1288693.625000 Penalty: 4641.603027
	Iteration 8Q: 3 clusters Score -1288694 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1288820.625000 Penalty: 4641.603027
	Iteration 9Q: 3 clusters Score -1288821 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1288961.000000 Penalty: 4641.603027
	Iteration 10Q: 3 clusters Score -1288961 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1289109.500000 Penalty: 4641.603027
	Iteration 11Q: 3 clusters Score -1289110 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1289270.500000 Penalty: 4641.603027
	Iteration 12Q: 3 clusters Score -1289270 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1289453.125000 Penalty: 4641.603027
	Iteration 13Q: 3 clusters Score -1289453 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1289670.625000 Penalty: 4641.603027
	Iteration 14Q: 3 clusters Score -1289671 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1289915.750000 Penalty: 4641.603027
	Iteration 15Q: 3 clusters Score -1289916 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1290166.500000 Penalty: 4641.603027
	Iteration 16Q: 3 clusters Score -1290166 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1290376.750000 Penalty: 4641.603027
	Iteration 17Q: 3 clusters Score -1290377 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1290554.125000 Penalty: 4641.603027
	Iteration 18Q: 3 clusters Score -1290554 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1290706.500000 Penalty: 4641.603027
	Iteration 19Q: 3 clusters Score -1290706 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1290838.625000 Penalty: 4641.603027
	Iteration 20F: 3 clusters Score -1290839 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1290933.875000 Penalty: 4641.603027
	Iteration 21Q: 3 clusters Score -1290934 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1290998.625000 Penalty: 4641.603027
	Iteration 22Q: 3 clusters Score -1290999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1291047.500000 Penalty: 4641.603027
	Iteration 23Q: 3 clusters Score -1291048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1291074.750000 Penalty: 4641.603027
	Iteration 24Q: 3 clusters Score -1291075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1291105.125000 Penalty: 4641.603027
	Iteration 25Q: 3 clusters Score -1291105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1291128.500000 Penalty: 4641.603027
	Iteration 26Q: 3 clusters Score -1291128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1291144.625000 Penalty: 4641.603027
	Iteration 27Q: 3 clusters Score -1291145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1291156.125000 Penalty: 4641.603027
	Iteration 28Q: 3 clusters Score -1291156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1291173.125000 Penalty: 4641.603027
	Iteration 29Q: 3 clusters Score -1291173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1291180.375000 Penalty: 4641.603027
	Iteration 30Q: 3 clusters Score -1291180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1291186.750000 Penalty: 4641.603027
	Iteration 31Q: 3 clusters Score -1291187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1291197.125000 Penalty: 4641.603027
	Iteration 32Q: 3 clusters Score -1291197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1291207.125000 Penalty: 4641.603027
	Iteration 33Q: 3 clusters Score -1291207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1291216.125000 Penalty: 4641.603027
	Iteration 34Q: 3 clusters Score -1291216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1291221.125000 Penalty: 4641.603027
	Iteration 35Q: 3 clusters Score -1291221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1291227.875000 Penalty: 4641.603027
	Iteration 36Q: 3 clusters Score -1291228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1291233.250000 Penalty: 4641.603027
	Iteration 37Q: 3 clusters Score -1291233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1291238.000000 Penalty: 4641.603027
	Iteration 38Q: 3 clusters Score -1291238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1291244.875000 Penalty: 4641.603027
	Iteration 39Q: 3 clusters Score -1291245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1291249.250000 Penalty: 4641.603027
	Iteration 40F: 3 clusters Score -1291249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1291249.250000 Penalty: 4641.603027
	Iteration 41Q: 3 clusters Score -1291249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1291251.500000 Penalty: 4641.603027
	Iteration 42Q: 3 clusters Score -1291252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1291251.500000 Penalty: 4641.603027
	Iteration 43F: 3 clusters Score -1291252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Entering Unmasked Estep 
Score: -602431.375000 Penalty: 2137.742676
	Iteration 0F: 2 clusters Score -602431.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -597562.312500 Penalty: 4275.485352
	Iteration 0F: 3 clusters Score -597562.3 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -598787.500000 Penalty: 4275.485352
	Iteration 1F: 3 clusters Score -598787.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -599025.937500 Penalty: 4275.485352
	Iteration 2F: 3 clusters Score -599025.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -599182.187500 Penalty: 4275.485352
	Iteration 3F: 3 clusters Score -599182.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -599288.062500 Penalty: 4275.485352
	Iteration 4Q: 3 clusters Score -599288.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -599366.625000 Penalty: 4275.485352
	Iteration 5Q: 3 clusters Score -599366.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -599438.250000 Penalty: 4275.485352
	Iteration 6Q: 3 clusters Score -599438.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -599521.687500 Penalty: 4275.485352
	Iteration 7Q: 3 clusters Score -599521.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -599617.750000 Penalty: 4275.485352
	Iteration 8Q: 3 clusters Score -599617.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -599739.500000 Penalty: 4275.485352
	Iteration 9Q: 3 clusters Score -599739.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -599841.312500 Penalty: 4275.485352
	Iteration 10Q: 3 clusters Score -599841.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -599937.687500 Penalty: 4275.485352
	Iteration 11Q: 3 clusters Score -599937.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -600038.937500 Penalty: 4275.485352
	Iteration 12Q: 3 clusters Score -600038.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -600148.625000 Penalty: 4275.485352
	Iteration 13Q: 3 clusters Score -600148.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -600293.312500 Penalty: 4275.485352
	Iteration 14Q: 3 clusters Score -600293.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -600466.062500 Penalty: 4275.485352
	Iteration 15Q: 3 clusters Score -600466.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -600640.062500 Penalty: 4275.485352
	Iteration 16Q: 3 clusters Score -600640.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -600821.625000 Penalty: 4275.485352
	Iteration 17Q: 3 clusters Score -600821.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -601033.750000 Penalty: 4275.485352
	Iteration 18Q: 3 clusters Score -601033.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -601250.750000 Penalty: 4275.485352
	Iteration 19Q: 3 clusters Score -601250.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -601429.187500 Penalty: 4275.485352
	Iteration 20F: 3 clusters Score -601429.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -601533.187500 Penalty: 4275.485352
	Iteration 21Q: 3 clusters Score -601533.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -601589.875000 Penalty: 4275.485352
	Iteration 22Q: 3 clusters Score -601589.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -601621.812500 Penalty: 4275.485352
	Iteration 23Q: 3 clusters Score -601621.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -601638.187500 Penalty: 4275.485352
	Iteration 24Q: 3 clusters Score -601638.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -601643.687500 Penalty: 4275.485352
	Iteration 25Q: 3 clusters Score -601643.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -601651.625000 Penalty: 4275.485352
	Iteration 26Q: 3 clusters Score -601651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -601654.937500 Penalty: 4275.485352
	Iteration 27Q: 3 clusters Score -601654.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -601660.187500 Penalty: 4275.485352
	Iteration 28Q: 3 clusters Score -601660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -601660.875000 Penalty: 4275.485352
	Iteration 29Q: 3 clusters Score -601660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -601661.625000 Penalty: 4275.485352
	Iteration 30Q: 3 clusters Score -601661.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -601663.062500 Penalty: 4275.485352
	Iteration 31Q: 3 clusters Score -601663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -601663.562500 Penalty: 4275.485352
	Iteration 32Q: 3 clusters Score -601663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -601665.062500 Penalty: 4275.485352
	Iteration 33Q: 3 clusters Score -601665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -601667.625000 Penalty: 4275.485352
	Iteration 34Q: 3 clusters Score -601667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -601668.875000 Penalty: 4275.485352
	Iteration 35Q: 3 clusters Score -601668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -601670.437500 Penalty: 4275.485352
	Iteration 36Q: 3 clusters Score -601670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -601671.937500 Penalty: 4275.485352
	Iteration 37Q: 3 clusters Score -601671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -601674.687500 Penalty: 4275.485352
	Iteration 38Q: 3 clusters Score -601674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -601674.562500 Penalty: 4275.485352
	Iteration 39Q: 3 clusters Score -601674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -601676.187500 Penalty: 4275.485352
	Iteration 40F: 3 clusters Score -601676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -601677.750000 Penalty: 4275.485352
	Iteration 41Q: 3 clusters Score -601677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -601678.312500 Penalty: 4275.485352
	Iteration 42Q: 3 clusters Score -601678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -601679.062500 Penalty: 4275.485352
	Iteration 43Q: 3 clusters Score -601679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -601679.062500 Penalty: 4275.485352
	Iteration 44F: 3 clusters Score -601679.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Entering Unmasked Estep 
Score: -1853350.250000 Penalty: 2421.841064
	Iteration 0F: 2 clusters Score -1853350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1840883.875000 Penalty: 4843.682129
	Iteration 0F: 3 clusters Score -1840884 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1845127.500000 Penalty: 4843.682129
	Iteration 1F: 3 clusters Score -1845128 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1845852.250000 Penalty: 4843.682129
	Iteration 2F: 3 clusters Score -1845852 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1846586.500000 Penalty: 4843.682129
	Iteration 3F: 3 clusters Score -1846586 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1847329.375000 Penalty: 4843.682129
	Iteration 4F: 3 clusters Score -1847329 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1848051.875000 Penalty: 4843.682129
	Iteration 5F: 3 clusters Score -1848052 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1848766.500000 Penalty: 4843.682129
	Iteration 6F: 3 clusters Score -1848766 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1849368.375000 Penalty: 4843.682129
	Iteration 7F: 3 clusters Score -1849368 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1849900.125000 Penalty: 4843.682129
	Iteration 8Q: 3 clusters Score -1849900 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1850416.625000 Penalty: 4843.682129
	Iteration 9Q: 3 clusters Score -1850417 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1850885.000000 Penalty: 4843.682129
	Iteration 10Q: 3 clusters Score -1850885 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1851371.250000 Penalty: 4843.682129
	Iteration 11Q: 3 clusters Score -1851371 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1851758.125000 Penalty: 4843.682129
	Iteration 12Q: 3 clusters Score -1851758 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1852107.625000 Penalty: 4843.682129
	Iteration 13Q: 3 clusters Score -1852108 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1852423.750000 Penalty: 4843.682129
	Iteration 14Q: 3 clusters Score -1852424 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1852753.750000 Penalty: 4843.682129
	Iteration 15Q: 3 clusters Score -1852754 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1853054.375000 Penalty: 4843.682129
	Iteration 16Q: 3 clusters Score -1853054 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1853270.375000 Penalty: 4843.682129
	Iteration 17Q: 3 clusters Score -1853270 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1853435.750000 Penalty: 4843.682129
	Iteration 18Q: 3 clusters Score -1853436 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1853535.625000 Penalty: 4843.682129
	Iteration 19Q: 3 clusters Score -1853536 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1853590.500000 Penalty: 4843.682129
	Iteration 20F: 3 clusters Score -1853590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1853631.625000 Penalty: 4843.682129
	Iteration 21Q: 3 clusters Score -1853632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1853644.000000 Penalty: 4843.682129
	Iteration 22Q: 3 clusters Score -1853644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1853651.375000 Penalty: 4843.682129
	Iteration 23Q: 3 clusters Score -1853651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1853664.875000 Penalty: 4843.682129
	Iteration 24Q: 3 clusters Score -1853665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1853670.125000 Penalty: 4843.682129
	Iteration 25Q: 3 clusters Score -1853670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1853673.875000 Penalty: 4843.682129
	Iteration 26Q: 3 clusters Score -1853674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1853676.875000 Penalty: 4843.682129
	Iteration 27Q: 3 clusters Score -1853677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1853684.000000 Penalty: 4843.682129
	Iteration 28Q: 3 clusters Score -1853684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1853687.125000 Penalty: 4843.682129
	Iteration 29Q: 3 clusters Score -1853687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1853695.000000 Penalty: 4843.682129
	Iteration 30Q: 3 clusters Score -1853695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1853697.875000 Penalty: 4843.682129
	Iteration 31Q: 3 clusters Score -1853698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1853700.000000 Penalty: 4843.682129
	Iteration 32Q: 3 clusters Score -1853700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1853695.750000 Penalty: 4843.682129
	Iteration 33Q: 3 clusters Score -1853696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1853696.125000 Penalty: 4843.682129
	Iteration 34Q: 3 clusters Score -1853696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1853696.625000 Penalty: 4843.682129
	Iteration 35Q: 3 clusters Score -1853697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1853695.375000 Penalty: 4843.682129
	Iteration 36Q: 3 clusters Score -1853695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1853695.250000 Penalty: 4843.682129
	Iteration 37Q: 3 clusters Score -1853695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1853695.500000 Penalty: 4843.682129
	Iteration 38Q: 3 clusters Score -1853696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1853696.375000 Penalty: 4843.682129
	Iteration 39Q: 3 clusters Score -1853696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1853697.000000 Penalty: 4843.682129
	Iteration 40F: 3 clusters Score -1853697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1853697.875000 Penalty: 4843.682129
	Iteration 41Q: 3 clusters Score -1853698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1853697.250000 Penalty: 4843.682129
	Iteration 42Q: 3 clusters Score -1853697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1853700.250000 Penalty: 4843.682129
	Iteration 43Q: 3 clusters Score -1853700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1853699.000000 Penalty: 4843.682129
	Iteration 44Q: 3 clusters Score -1853699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1853699.875000 Penalty: 4843.682129
	Iteration 45Q: 3 clusters Score -1853700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1853699.500000 Penalty: 4843.682129
	Iteration 46Q: 3 clusters Score -1853700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1853700.500000 Penalty: 4843.682129
	Iteration 47Q: 3 clusters Score -1853700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1853699.375000 Penalty: 4843.682129
	Iteration 48Q: 3 clusters Score -1853699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1853700.375000 Penalty: 4843.682129
	Iteration 49Q: 3 clusters Score -1853700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1853698.750000 Penalty: 4843.682129
	Iteration 50Q: 3 clusters Score -1853699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1853698.750000 Penalty: 4843.682129
	Iteration 51F: 3 clusters Score -1853699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 7462 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 9960 members 
Entering Unmasked Estep 
Score: -139274048.000000 Penalty: 219852.140625
Splitting cluster 44 changes total score from -139274656.000000 to -139274048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -113144.609375 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -113144.6 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 522 members 
Entering Unmasked Estep 
Score: -111200.343750 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -111200.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111495.453125 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -111495.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -111598.851562 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -111598.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111644.476562 Penalty: 3451.861816
	Iteration 3Q: 3 clusters Score -111644.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -111674.906250 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -111674.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -111693.523438 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -111693.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -111708.843750 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -111708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -111715.046875 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -111715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -111719.835938 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -111719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111725.484375 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -111725.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111728.015625 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -111728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111730.398438 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -111730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -111732.992188 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -111733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -111736.492188 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -111736.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -111737.515625 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -111737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -111737.968750 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -111738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -111738.929688 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -111738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -111739.953125 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -111740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -111743.328125 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -111743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -111748.546875 Penalty: 3451.861816
	Iteration 19Q: 3 clusters Score -111748.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -111752.164062 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -111752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -111755.328125 Penalty: 3451.861816
	Iteration 21Q: 3 clusters Score -111755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -111755.976562 Penalty: 3451.861816
	Iteration 22Q: 3 clusters Score -111756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111756.617188 Penalty: 3451.861816
	Iteration 23Q: 3 clusters Score -111756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -111757.179688 Penalty: 3451.861816
	Iteration 24Q: 3 clusters Score -111757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -111757.179688 Penalty: 3451.861816
	Iteration 25F: 3 clusters Score -111757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Entering Unmasked Estep 
Score: -781682.437500 Penalty: 2190.156006
	Iteration 0F: 2 clusters Score -781682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -776014.250000 Penalty: 4380.312012
	Iteration 0F: 3 clusters Score -776014.2 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -777447.937500 Penalty: 4380.312012
	Iteration 1F: 3 clusters Score -777447.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -777686.937500 Penalty: 4380.312012
	Iteration 2F: 3 clusters Score -777686.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -777837.812500 Penalty: 4380.312012
	Iteration 3Q: 3 clusters Score -777837.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -777931.562500 Penalty: 4380.312012
	Iteration 4Q: 3 clusters Score -777931.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -778000.062500 Penalty: 4380.312012
	Iteration 5Q: 3 clusters Score -778000.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -778059.750000 Penalty: 4380.312012
	Iteration 6Q: 3 clusters Score -778059.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -778110.437500 Penalty: 4380.312012
	Iteration 7Q: 3 clusters Score -778110.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -778162.500000 Penalty: 4380.312012
	Iteration 8Q: 3 clusters Score -778162.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -778212.937500 Penalty: 4380.312012
	Iteration 9Q: 3 clusters Score -778212.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -778260.187500 Penalty: 4380.312012
	Iteration 10Q: 3 clusters Score -778260.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -778312.687500 Penalty: 4380.312012
	Iteration 11Q: 3 clusters Score -778312.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -778359.937500 Penalty: 4380.312012
	Iteration 12Q: 3 clusters Score -778359.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -778394.125000 Penalty: 4380.312012
	Iteration 13Q: 3 clusters Score -778394.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -778433.625000 Penalty: 4380.312012
	Iteration 14Q: 3 clusters Score -778433.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -778474.375000 Penalty: 4380.312012
	Iteration 15Q: 3 clusters Score -778474.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -778516.500000 Penalty: 4380.312012
	Iteration 16Q: 3 clusters Score -778516.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -778557.937500 Penalty: 4380.312012
	Iteration 17Q: 3 clusters Score -778557.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -778595.750000 Penalty: 4380.312012
	Iteration 18Q: 3 clusters Score -778595.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -778632.875000 Penalty: 4380.312012
	Iteration 19Q: 3 clusters Score -778632.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -778668.875000 Penalty: 4380.312012
	Iteration 20F: 3 clusters Score -778668.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -778704.500000 Penalty: 4380.312012
	Iteration 21Q: 3 clusters Score -778704.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -778739.000000 Penalty: 4380.312012
	Iteration 22Q: 3 clusters Score -778739 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -778772.500000 Penalty: 4380.312012
	Iteration 23Q: 3 clusters Score -778772.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -778793.187500 Penalty: 4380.312012
	Iteration 24Q: 3 clusters Score -778793.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -778818.812500 Penalty: 4380.312012
	Iteration 25Q: 3 clusters Score -778818.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -778843.812500 Penalty: 4380.312012
	Iteration 26Q: 3 clusters Score -778843.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -778873.625000 Penalty: 4380.312012
	Iteration 27Q: 3 clusters Score -778873.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -778902.312500 Penalty: 4380.312012
	Iteration 28Q: 3 clusters Score -778902.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -778927.437500 Penalty: 4380.312012
	Iteration 29Q: 3 clusters Score -778927.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -778955.750000 Penalty: 4380.312012
	Iteration 30Q: 3 clusters Score -778955.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -778973.125000 Penalty: 4380.312012
	Iteration 31Q: 3 clusters Score -778973.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -778997.562500 Penalty: 4380.312012
	Iteration 32Q: 3 clusters Score -778997.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -779021.937500 Penalty: 4380.312012
	Iteration 33Q: 3 clusters Score -779021.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -779047.937500 Penalty: 4380.312012
	Iteration 34Q: 3 clusters Score -779047.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -779075.062500 Penalty: 4380.312012
	Iteration 35Q: 3 clusters Score -779075.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -779094.250000 Penalty: 4380.312012
	Iteration 36Q: 3 clusters Score -779094.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -779111.375000 Penalty: 4380.312012
	Iteration 37Q: 3 clusters Score -779111.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -779135.000000 Penalty: 4380.312012
	Iteration 38Q: 3 clusters Score -779135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -779159.875000 Penalty: 4380.312012
	Iteration 39Q: 3 clusters Score -779159.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -779181.187500 Penalty: 4380.312012
	Iteration 40F: 3 clusters Score -779181.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -779199.812500 Penalty: 4380.312012
	Iteration 41Q: 3 clusters Score -779199.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -779222.125000 Penalty: 4380.312012
	Iteration 42Q: 3 clusters Score -779222.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -779250.062500 Penalty: 4380.312012
	Iteration 43Q: 3 clusters Score -779250.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -779273.187500 Penalty: 4380.312012
	Iteration 44Q: 3 clusters Score -779273.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -779289.625000 Penalty: 4380.312012
	Iteration 45Q: 3 clusters Score -779289.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -779306.750000 Penalty: 4380.312012
	Iteration 46Q: 3 clusters Score -779306.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -779317.875000 Penalty: 4380.312012
	Iteration 47Q: 3 clusters Score -779317.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -779335.625000 Penalty: 4380.312012
	Iteration 48Q: 3 clusters Score -779335.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -779347.687500 Penalty: 4380.312012
	Iteration 49Q: 3 clusters Score -779347.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -779360.625000 Penalty: 4380.312012
	Iteration 50Q: 3 clusters Score -779360.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -779381.625000 Penalty: 4380.312012
	Iteration 51Q: 3 clusters Score -779381.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -779400.562500 Penalty: 4380.312012
	Iteration 52Q: 3 clusters Score -779400.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -779415.187500 Penalty: 4380.312012
	Iteration 53Q: 3 clusters Score -779415.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -779437.250000 Penalty: 4380.312012
	Iteration 54Q: 3 clusters Score -779437.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -779453.562500 Penalty: 4380.312012
	Iteration 55Q: 3 clusters Score -779453.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -779470.312500 Penalty: 4380.312012
	Iteration 56Q: 3 clusters Score -779470.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -779487.937500 Penalty: 4380.312012
	Iteration 57Q: 3 clusters Score -779487.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -779505.312500 Penalty: 4380.312012
	Iteration 58Q: 3 clusters Score -779505.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -779515.187500 Penalty: 4380.312012
	Iteration 59Q: 3 clusters Score -779515.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -779524.625000 Penalty: 4380.312012
	Iteration 60F: 3 clusters Score -779524.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -779531.500000 Penalty: 4380.312012
	Iteration 61Q: 3 clusters Score -779531.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -779540.875000 Penalty: 4380.312012
	Iteration 62Q: 3 clusters Score -779540.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -779549.875000 Penalty: 4380.312012
	Iteration 63Q: 3 clusters Score -779549.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -779555.500000 Penalty: 4380.312012
	Iteration 64Q: 3 clusters Score -779555.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -779565.187500 Penalty: 4380.312012
	Iteration 65Q: 3 clusters Score -779565.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -779575.625000 Penalty: 4380.312012
	Iteration 66Q: 3 clusters Score -779575.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -779581.750000 Penalty: 4380.312012
	Iteration 67Q: 3 clusters Score -779581.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -779586.562500 Penalty: 4380.312012
	Iteration 68Q: 3 clusters Score -779586.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -779595.937500 Penalty: 4380.312012
	Iteration 69Q: 3 clusters Score -779595.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -779608.937500 Penalty: 4380.312012
	Iteration 70Q: 3 clusters Score -779608.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -779619.562500 Penalty: 4380.312012
	Iteration 71Q: 3 clusters Score -779619.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -779631.187500 Penalty: 4380.312012
	Iteration 72Q: 3 clusters Score -779631.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -779639.000000 Penalty: 4380.312012
	Iteration 73Q: 3 clusters Score -779639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -779647.687500 Penalty: 4380.312012
	Iteration 74Q: 3 clusters Score -779647.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -779652.375000 Penalty: 4380.312012
	Iteration 75Q: 3 clusters Score -779652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -779653.375000 Penalty: 4380.312012
	Iteration 76Q: 3 clusters Score -779653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -779654.125000 Penalty: 4380.312012
	Iteration 77Q: 3 clusters Score -779654.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -779657.187500 Penalty: 4380.312012
	Iteration 78Q: 3 clusters Score -779657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -779660.312500 Penalty: 4380.312012
	Iteration 79Q: 3 clusters Score -779660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -779664.000000 Penalty: 4380.312012
	Iteration 80F: 3 clusters Score -779664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -779665.562500 Penalty: 4380.312012
	Iteration 81Q: 3 clusters Score -779665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -779669.375000 Penalty: 4380.312012
	Iteration 82Q: 3 clusters Score -779669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -779671.812500 Penalty: 4380.312012
	Iteration 83Q: 3 clusters Score -779671.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -779681.187500 Penalty: 4380.312012
	Iteration 84Q: 3 clusters Score -779681.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -779695.000000 Penalty: 4380.312012
	Iteration 85Q: 3 clusters Score -779695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -779705.875000 Penalty: 4380.312012
	Iteration 86Q: 3 clusters Score -779705.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -779719.250000 Penalty: 4380.312012
	Iteration 87Q: 3 clusters Score -779719.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -779725.812500 Penalty: 4380.312012
	Iteration 88Q: 3 clusters Score -779725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -779732.812500 Penalty: 4380.312012
	Iteration 89Q: 3 clusters Score -779732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -779741.625000 Penalty: 4380.312012
	Iteration 90Q: 3 clusters Score -779741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -779743.937500 Penalty: 4380.312012
	Iteration 91Q: 3 clusters Score -779743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -779745.687500 Penalty: 4380.312012
	Iteration 92Q: 3 clusters Score -779745.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -779751.562500 Penalty: 4380.312012
	Iteration 93Q: 3 clusters Score -779751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -779754.000000 Penalty: 4380.312012
	Iteration 94Q: 3 clusters Score -779754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -779755.875000 Penalty: 4380.312012
	Iteration 95Q: 3 clusters Score -779755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -779758.187500 Penalty: 4380.312012
	Iteration 96Q: 3 clusters Score -779758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -779758.562500 Penalty: 4380.312012
	Iteration 97Q: 3 clusters Score -779758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -779758.687500 Penalty: 4380.312012
	Iteration 98Q: 3 clusters Score -779758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -779760.812500 Penalty: 4380.312012
	Iteration 99Q: 3 clusters Score -779760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -779763.250000 Penalty: 4380.312012
	Iteration 100F: 3 clusters Score -779763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -779767.000000 Penalty: 4380.312012
	Iteration 101Q: 3 clusters Score -779767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -779771.625000 Penalty: 4380.312012
	Iteration 102Q: 3 clusters Score -779771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -779772.937500 Penalty: 4380.312012
	Iteration 103Q: 3 clusters Score -779772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -779776.000000 Penalty: 4380.312012
	Iteration 104Q: 3 clusters Score -779776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -779779.250000 Penalty: 4380.312012
	Iteration 105Q: 3 clusters Score -779779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -779782.625000 Penalty: 4380.312012
	Iteration 106Q: 3 clusters Score -779782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -779782.812500 Penalty: 4380.312012
	Iteration 107Q: 3 clusters Score -779782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -779784.187500 Penalty: 4380.312012
	Iteration 108Q: 3 clusters Score -779784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -779785.125000 Penalty: 4380.312012
	Iteration 109Q: 3 clusters Score -779785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -779787.562500 Penalty: 4380.312012
	Iteration 110Q: 3 clusters Score -779787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -779787.687500 Penalty: 4380.312012
	Iteration 111Q: 3 clusters Score -779787.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -779793.437500 Penalty: 4380.312012
	Iteration 112Q: 3 clusters Score -779793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -779794.812500 Penalty: 4380.312012
	Iteration 113Q: 3 clusters Score -779794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -779797.750000 Penalty: 4380.312012
	Iteration 114Q: 3 clusters Score -779797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -779796.375000 Penalty: 4380.312012
	Iteration 115Q: 3 clusters Score -779796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -779799.125000 Penalty: 4380.312012
	Iteration 116Q: 3 clusters Score -779799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -779799.125000 Penalty: 4380.312012
	Iteration 117F: 3 clusters Score -779799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Entering Unmasked Estep 
Score: -423924.687500 Penalty: 2087.508545
	Iteration 0F: 2 clusters Score -423924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -419698.906250 Penalty: 4175.017090
	Iteration 0F: 3 clusters Score -419698.9 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -420889.843750 Penalty: 4175.017090
	Iteration 1F: 3 clusters Score -420889.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -421272.250000 Penalty: 4175.017090
	Iteration 2F: 3 clusters Score -421272.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -421535.343750 Penalty: 4175.017090
	Iteration 3F: 3 clusters Score -421535.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -421718.343750 Penalty: 4175.017090
	Iteration 4Q: 3 clusters Score -421718.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -421863.187500 Penalty: 4175.017090
	Iteration 5Q: 3 clusters Score -421863.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -421980.125000 Penalty: 4175.017090
	Iteration 6Q: 3 clusters Score -421980.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -422114.937500 Penalty: 4175.017090
	Iteration 7Q: 3 clusters Score -422114.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -422252.000000 Penalty: 4175.017090
	Iteration 8Q: 3 clusters Score -422252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -422359.718750 Penalty: 4175.017090
	Iteration 9Q: 3 clusters Score -422359.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -422467.656250 Penalty: 4175.017090
	Iteration 10Q: 3 clusters Score -422467.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -422548.937500 Penalty: 4175.017090
	Iteration 11Q: 3 clusters Score -422548.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -422603.718750 Penalty: 4175.017090
	Iteration 12Q: 3 clusters Score -422603.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -422644.625000 Penalty: 4175.017090
	Iteration 13Q: 3 clusters Score -422644.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -422678.562500 Penalty: 4175.017090
	Iteration 14Q: 3 clusters Score -422678.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -422703.156250 Penalty: 4175.017090
	Iteration 15Q: 3 clusters Score -422703.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -422727.656250 Penalty: 4175.017090
	Iteration 16Q: 3 clusters Score -422727.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -422745.375000 Penalty: 4175.017090
	Iteration 17Q: 3 clusters Score -422745.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -422755.406250 Penalty: 4175.017090
	Iteration 18Q: 3 clusters Score -422755.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -422762.062500 Penalty: 4175.017090
	Iteration 19Q: 3 clusters Score -422762.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -422769.437500 Penalty: 4175.017090
	Iteration 20F: 3 clusters Score -422769.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -422773.687500 Penalty: 4175.017090
	Iteration 21Q: 3 clusters Score -422773.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -422779.437500 Penalty: 4175.017090
	Iteration 22Q: 3 clusters Score -422779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -422780.718750 Penalty: 4175.017090
	Iteration 23Q: 3 clusters Score -422780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -422785.062500 Penalty: 4175.017090
	Iteration 24Q: 3 clusters Score -422785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -422791.468750 Penalty: 4175.017090
	Iteration 25Q: 3 clusters Score -422791.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -422796.906250 Penalty: 4175.017090
	Iteration 26Q: 3 clusters Score -422796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -422803.156250 Penalty: 4175.017090
	Iteration 27Q: 3 clusters Score -422803.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -422815.031250 Penalty: 4175.017090
	Iteration 28Q: 3 clusters Score -422815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -422822.875000 Penalty: 4175.017090
	Iteration 29Q: 3 clusters Score -422822.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -422831.468750 Penalty: 4175.017090
	Iteration 30Q: 3 clusters Score -422831.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -422839.343750 Penalty: 4175.017090
	Iteration 31Q: 3 clusters Score -422839.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -422848.281250 Penalty: 4175.017090
	Iteration 32Q: 3 clusters Score -422848.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -422854.281250 Penalty: 4175.017090
	Iteration 33Q: 3 clusters Score -422854.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -422862.781250 Penalty: 4175.017090
	Iteration 34Q: 3 clusters Score -422862.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -422879.125000 Penalty: 4175.017090
	Iteration 35Q: 3 clusters Score -422879.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -422891.937500 Penalty: 4175.017090
	Iteration 36Q: 3 clusters Score -422891.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -422902.750000 Penalty: 4175.017090
	Iteration 37Q: 3 clusters Score -422902.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -422912.406250 Penalty: 4175.017090
	Iteration 38Q: 3 clusters Score -422912.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -422919.031250 Penalty: 4175.017090
	Iteration 39Q: 3 clusters Score -422919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -422927.250000 Penalty: 4175.017090
	Iteration 40F: 3 clusters Score -422927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -422938.343750 Penalty: 4175.017090
	Iteration 41Q: 3 clusters Score -422938.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -422944.781250 Penalty: 4175.017090
	Iteration 42Q: 3 clusters Score -422944.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -422954.750000 Penalty: 4175.017090
	Iteration 43Q: 3 clusters Score -422954.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -422962.562500 Penalty: 4175.017090
	Iteration 44Q: 3 clusters Score -422962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -422966.968750 Penalty: 4175.017090
	Iteration 45Q: 3 clusters Score -422967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -422971.375000 Penalty: 4175.017090
	Iteration 46Q: 3 clusters Score -422971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -422975.625000 Penalty: 4175.017090
	Iteration 47Q: 3 clusters Score -422975.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -422982.500000 Penalty: 4175.017090
	Iteration 48Q: 3 clusters Score -422982.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -422990.906250 Penalty: 4175.017090
	Iteration 49Q: 3 clusters Score -422990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -422997.000000 Penalty: 4175.017090
	Iteration 50Q: 3 clusters Score -422997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -423000.531250 Penalty: 4175.017090
	Iteration 51Q: 3 clusters Score -423000.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -423004.843750 Penalty: 4175.017090
	Iteration 52Q: 3 clusters Score -423004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -423009.687500 Penalty: 4175.017090
	Iteration 53Q: 3 clusters Score -423009.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -423013.843750 Penalty: 4175.017090
	Iteration 54Q: 3 clusters Score -423013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -423015.437500 Penalty: 4175.017090
	Iteration 55Q: 3 clusters Score -423015.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -423015.437500 Penalty: 4175.017090
	Iteration 56F: 3 clusters Score -423015.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -743275.875000 Penalty: 2191.996826
	Iteration 0F: 2 clusters Score -743275.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -737567.125000 Penalty: 4383.993652
	Iteration 0F: 3 clusters Score -737567.1 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -738937.500000 Penalty: 4383.993652
	Iteration 1F: 3 clusters Score -738937.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -739183.812500 Penalty: 4383.993652
	Iteration 2F: 3 clusters Score -739183.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -739386.875000 Penalty: 4383.993652
	Iteration 3F: 3 clusters Score -739386.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -739577.812500 Penalty: 4383.993652
	Iteration 4F: 3 clusters Score -739577.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -739742.500000 Penalty: 4383.993652
	Iteration 5Q: 3 clusters Score -739742.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -739901.187500 Penalty: 4383.993652
	Iteration 6Q: 3 clusters Score -739901.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -740087.375000 Penalty: 4383.993652
	Iteration 7Q: 3 clusters Score -740087.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -740286.750000 Penalty: 4383.993652
	Iteration 8Q: 3 clusters Score -740286.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -740513.312500 Penalty: 4383.993652
	Iteration 9Q: 3 clusters Score -740513.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -740788.125000 Penalty: 4383.993652
	Iteration 10Q: 3 clusters Score -740788.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -741101.187500 Penalty: 4383.993652
	Iteration 11Q: 3 clusters Score -741101.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -741425.937500 Penalty: 4383.993652
	Iteration 12Q: 3 clusters Score -741425.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -741755.187500 Penalty: 4383.993652
	Iteration 13Q: 3 clusters Score -741755.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -742012.500000 Penalty: 4383.993652
	Iteration 14Q: 3 clusters Score -742012.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -742173.062500 Penalty: 4383.993652
	Iteration 15Q: 3 clusters Score -742173.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -742268.875000 Penalty: 4383.993652
	Iteration 16Q: 3 clusters Score -742268.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -742324.187500 Penalty: 4383.993652
	Iteration 17Q: 3 clusters Score -742324.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -742355.562500 Penalty: 4383.993652
	Iteration 18Q: 3 clusters Score -742355.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -742368.687500 Penalty: 4383.993652
	Iteration 19Q: 3 clusters Score -742368.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -742391.687500 Penalty: 4383.993652
	Iteration 20F: 3 clusters Score -742391.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -742402.437500 Penalty: 4383.993652
	Iteration 21Q: 3 clusters Score -742402.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -742411.562500 Penalty: 4383.993652
	Iteration 22Q: 3 clusters Score -742411.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -742421.437500 Penalty: 4383.993652
	Iteration 23Q: 3 clusters Score -742421.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -742424.875000 Penalty: 4383.993652
	Iteration 24Q: 3 clusters Score -742424.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -742430.687500 Penalty: 4383.993652
	Iteration 25Q: 3 clusters Score -742430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -742432.062500 Penalty: 4383.993652
	Iteration 26Q: 3 clusters Score -742432.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -742433.687500 Penalty: 4383.993652
	Iteration 27Q: 3 clusters Score -742433.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -742436.312500 Penalty: 4383.993652
	Iteration 28Q: 3 clusters Score -742436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -742438.000000 Penalty: 4383.993652
	Iteration 29Q: 3 clusters Score -742438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -742437.812500 Penalty: 4383.993652
	Iteration 30Q: 3 clusters Score -742437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -742437.812500 Penalty: 4383.993652
	Iteration 31Q: 3 clusters Score -742437.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -742439.062500 Penalty: 4383.993652
	Iteration 32Q: 3 clusters Score -742439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -742438.250000 Penalty: 4383.993652
	Iteration 33Q: 3 clusters Score -742438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -742439.312500 Penalty: 4383.993652
	Iteration 34Q: 3 clusters Score -742439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -742439.312500 Penalty: 4383.993652
	Iteration 35F: 3 clusters Score -742439.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Entering Unmasked Estep 
Score: -2741590.750000 Penalty: 2501.342529
	Iteration 0F: 2 clusters Score -2741591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2724712.000000 Penalty: 5002.685059
	Iteration 0F: 3 clusters Score -2724712 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2730753.500000 Penalty: 5002.685059
	Iteration 1F: 3 clusters Score -2730754 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2731398.750000 Penalty: 5002.685059
	Iteration 2F: 3 clusters Score -2731399 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2732303.250000 Penalty: 5002.685059
	Iteration 3F: 3 clusters Score -2732303 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2733503.750000 Penalty: 5002.685059
	Iteration 4F: 3 clusters Score -2733504 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2734781.750000 Penalty: 5002.685059
	Iteration 5F: 3 clusters Score -2734782 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2735916.000000 Penalty: 5002.685059
	Iteration 6F: 3 clusters Score -2735916 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2736741.000000 Penalty: 5002.685059
	Iteration 7F: 3 clusters Score -2736741 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2737382.750000 Penalty: 5002.685059
	Iteration 8Q: 3 clusters Score -2737383 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2737925.250000 Penalty: 5002.685059
	Iteration 9Q: 3 clusters Score -2737925 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2738270.500000 Penalty: 5002.685059
	Iteration 10Q: 3 clusters Score -2738270 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2738484.750000 Penalty: 5002.685059
	Iteration 11Q: 3 clusters Score -2738485 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2738633.500000 Penalty: 5002.685059
	Iteration 12Q: 3 clusters Score -2738634 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2738729.000000 Penalty: 5002.685059
	Iteration 13Q: 3 clusters Score -2738729 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2738789.500000 Penalty: 5002.685059
	Iteration 14Q: 3 clusters Score -2738790 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2738835.500000 Penalty: 5002.685059
	Iteration 15Q: 3 clusters Score -2738836 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2738877.250000 Penalty: 5002.685059
	Iteration 16Q: 3 clusters Score -2738877 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2738907.250000 Penalty: 5002.685059
	Iteration 17Q: 3 clusters Score -2738907 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2738923.750000 Penalty: 5002.685059
	Iteration 18Q: 3 clusters Score -2738924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2738932.000000 Penalty: 5002.685059
	Iteration 19Q: 3 clusters Score -2738932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2738942.750000 Penalty: 5002.685059
	Iteration 20F: 3 clusters Score -2738943 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2738952.750000 Penalty: 5002.685059
	Iteration 21Q: 3 clusters Score -2738953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2738955.250000 Penalty: 5002.685059
	Iteration 22Q: 3 clusters Score -2738955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2738951.250000 Penalty: 5002.685059
	Iteration 23Q: 3 clusters Score -2738951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2738968.000000 Penalty: 5002.685059
	Iteration 24Q: 3 clusters Score -2738968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2738982.750000 Penalty: 5002.685059
	Iteration 25Q: 3 clusters Score -2738983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2738997.250000 Penalty: 5002.685059
	Iteration 26Q: 3 clusters Score -2738997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2739003.750000 Penalty: 5002.685059
	Iteration 27Q: 3 clusters Score -2739004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2739020.000000 Penalty: 5002.685059
	Iteration 28Q: 3 clusters Score -2739020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2739041.000000 Penalty: 5002.685059
	Iteration 29Q: 3 clusters Score -2739041 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2739050 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2739087 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2739117 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2739143 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2739168 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2739207.250000 Penalty: 5002.685059
	Iteration 35Q: 3 clusters Score -2739207 nChanged 124
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Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2739232 nChanged 143
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Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2739280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2739296 nChanged 144
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Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2739328 nChanged 131
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Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2739359 nChanged 158
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Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2739651 nChanged 226
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Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2739717 nChanged 230
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Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2739791 nChanged 246
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Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2739870 nChanged 240
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Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2739940 nChanged 219
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Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2740112 nChanged 140
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Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2740253 nChanged 143
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Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2740309 nChanged 121
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Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2740346 nChanged 93
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Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2740370 nChanged 94
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Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2740406 nChanged 70
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Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2740416 nChanged 69
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Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2740433 nChanged 52
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Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2740472 nChanged 40
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Mstep: Class 1 contains 8501 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2740484 nChanged 36
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Mstep: Class 1 contains 8428 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2740482 nChanged 43
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Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 15621 members 
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Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 15657 members 
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	Iteration 78Q: 3 clusters Score -2740486 nChanged 33
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Mstep: Class 1 contains 8316 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2740500 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2740503 nChanged 36
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Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2740503 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8210 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2740509 nChanged 39
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Mstep: Class 1 contains 8173 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2740508 nChanged 38
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Mstep: Class 1 contains 8135 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2740516 nChanged 34
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Mstep: Class 1 contains 8101 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2740519 nChanged 27
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Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2740523 nChanged 31
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2740525 nChanged 29
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Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7993 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7974 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2740536 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2740529.250000 Penalty: 5002.685059
	Iteration 91Q: 3 clusters Score -2740529 nChanged 12
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Mstep: Class 1 contains 7944 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2740537 nChanged 15
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Mstep: Class 1 contains 7929 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2740534 nChanged 14
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Mstep: Class 1 contains 7915 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2740538 nChanged 23
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Mstep: Class 1 contains 7892 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2740542 nChanged 21
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	Iteration 96Q: 3 clusters Score -2740541 nChanged 21
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Mstep: Class 1 contains 7852 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2740544 nChanged 23
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Mstep: Class 1 contains 7829 members 
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	Iteration 98Q: 3 clusters Score -2740552 nChanged 23
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Mstep: Class 1 contains 7806 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7782 members 
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Entering Unmasked Estep 
Score: -2740547.750000 Penalty: 5002.685059
	Iteration 100F: 3 clusters Score -2740548 nChanged 28
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Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2740553.500000 Penalty: 5002.685059
	Iteration 101Q: 3 clusters Score -2740554 nChanged 28
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Mstep: Class 1 contains 7726 members 
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Entering Unmasked Estep 
Score: -2740559.750000 Penalty: 5002.685059
	Iteration 102Q: 3 clusters Score -2740560 nChanged 39
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Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 16319 members 
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	Iteration 103Q: 3 clusters Score -2740565 nChanged 42
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Mstep: Class 1 contains 7645 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2740565 nChanged 38
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Mstep: Class 1 contains 7607 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2740571 nChanged 28
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Mstep: Class 1 contains 7579 members 
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Entering Unmasked Estep 
Score: -2740573.250000 Penalty: 5002.685059
	Iteration 106Q: 3 clusters Score -2740573 nChanged 28
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2740576 nChanged 28
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	Iteration 108Q: 3 clusters Score -2740584 nChanged 22
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Mstep: Class 1 contains 7507 members 
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	Iteration 109Q: 3 clusters Score -2740586 nChanged 15
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Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2740579 nChanged 15
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Mstep: Class 1 contains 7477 members 
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	Iteration 111Q: 3 clusters Score -2740580 nChanged 14
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2740576 nChanged 11
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	Iteration 113Q: 3 clusters Score -2740578 nChanged 8
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2740585 nChanged 6
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2740584 nChanged 10
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	Iteration 116Q: 3 clusters Score -2740580 nChanged 12
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	Iteration 117Q: 3 clusters Score -2740584 nChanged 11
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Entering Unmasked Estep 
Score: -2740592.250000 Penalty: 5002.685059
	Iteration 118Q: 3 clusters Score -2740592 nChanged 20
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2740593 nChanged 20
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Mstep: Class 1 contains 7367 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2740596 nChanged 20
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2740594 nChanged 12
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Entering Unmasked Estep 
Score: -2740596.500000 Penalty: 5002.685059
	Iteration 122Q: 3 clusters Score -2740596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2740596.000000 Penalty: 5002.685059
	Iteration 123Q: 3 clusters Score -2740596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2740597.500000 Penalty: 5002.685059
	Iteration 124Q: 3 clusters Score -2740598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2740600.000000 Penalty: 5002.685059
	Iteration 125Q: 3 clusters Score -2740600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2740599.500000 Penalty: 5002.685059
	Iteration 126Q: 3 clusters Score -2740600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2740599.750000 Penalty: 5002.685059
	Iteration 127Q: 3 clusters Score -2740600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2740601.500000 Penalty: 5002.685059
	Iteration 128Q: 3 clusters Score -2740602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2740601.000000 Penalty: 5002.685059
	Iteration 129Q: 3 clusters Score -2740601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2740603.000000 Penalty: 5002.685059
	Iteration 130Q: 3 clusters Score -2740603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2740604.000000 Penalty: 5002.685059
	Iteration 131Q: 3 clusters Score -2740604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2740606.250000 Penalty: 5002.685059
	Iteration 132Q: 3 clusters Score -2740606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2740603.500000 Penalty: 5002.685059
	Iteration 133Q: 3 clusters Score -2740604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2740605.500000 Penalty: 5002.685059
	Iteration 134Q: 3 clusters Score -2740606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2740606.750000 Penalty: 5002.685059
	Iteration 135Q: 3 clusters Score -2740607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2740605.750000 Penalty: 5002.685059
	Iteration 136Q: 3 clusters Score -2740606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2740608.500000 Penalty: 5002.685059
	Iteration 137Q: 3 clusters Score -2740608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2740609.750000 Penalty: 5002.685059
	Iteration 138Q: 3 clusters Score -2740610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2740609.750000 Penalty: 5002.685059
	Iteration 139Q: 3 clusters Score -2740610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2740608.500000 Penalty: 5002.685059
	Iteration 140F: 3 clusters Score -2740608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2740606.750000 Penalty: 5002.685059
	Iteration 141Q: 3 clusters Score -2740607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2740610.500000 Penalty: 5002.685059
	Iteration 142Q: 3 clusters Score -2740610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2740609.500000 Penalty: 5002.685059
	Iteration 143Q: 3 clusters Score -2740610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2740612.500000 Penalty: 5002.685059
	Iteration 144Q: 3 clusters Score -2740612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2740607.750000 Penalty: 5002.685059
	Iteration 145Q: 3 clusters Score -2740608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2740610.000000 Penalty: 5002.685059
	Iteration 146Q: 3 clusters Score -2740610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2740607.750000 Penalty: 5002.685059
	Iteration 147Q: 3 clusters Score -2740608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2740611.500000 Penalty: 5002.685059
	Iteration 148Q: 3 clusters Score -2740612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2740613.750000 Penalty: 5002.685059
	Iteration 149Q: 3 clusters Score -2740614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2740612.250000 Penalty: 5002.685059
	Iteration 150Q: 3 clusters Score -2740612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2740610.250000 Penalty: 5002.685059
	Iteration 151Q: 3 clusters Score -2740610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2740610.250000 Penalty: 5002.685059
	Iteration 152Q: 3 clusters Score -2740610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2740610.500000 Penalty: 5002.685059
	Iteration 153Q: 3 clusters Score -2740610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2740611.250000 Penalty: 5002.685059
	Iteration 154Q: 3 clusters Score -2740611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2740607.250000 Penalty: 5002.685059
	Iteration 155Q: 3 clusters Score -2740607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2740614.250000 Penalty: 5002.685059
	Iteration 156Q: 3 clusters Score -2740614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2740610.500000 Penalty: 5002.685059
	Iteration 157Q: 3 clusters Score -2740610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2740614.500000 Penalty: 5002.685059
	Iteration 158Q: 3 clusters Score -2740614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2740613.500000 Penalty: 5002.685059
	Iteration 159Q: 3 clusters Score -2740614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2740618.000000 Penalty: 5002.685059
	Iteration 160F: 3 clusters Score -2740618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2740618.000000 Penalty: 5002.685059
	Iteration 161Q: 3 clusters Score -2740618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2740615.750000 Penalty: 5002.685059
	Iteration 162Q: 3 clusters Score -2740616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2740615.250000 Penalty: 5002.685059
	Iteration 163Q: 3 clusters Score -2740615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2740614.250000 Penalty: 5002.685059
	Iteration 164Q: 3 clusters Score -2740614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2740614.250000 Penalty: 5002.685059
	Iteration 165F: 3 clusters Score -2740614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Entering Unmasked Estep 
Score: -879253.375000 Penalty: 2244.937012
	Iteration 0F: 2 clusters Score -879253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -872543.937500 Penalty: 4489.874023
	Iteration 0F: 3 clusters Score -872543.9 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -874709.250000 Penalty: 4489.874023
	Iteration 1F: 3 clusters Score -874709.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -875224.937500 Penalty: 4489.874023
	Iteration 2F: 3 clusters Score -875224.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -875664.250000 Penalty: 4489.874023
	Iteration 3F: 3 clusters Score -875664.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -876097.437500 Penalty: 4489.874023
	Iteration 4F: 3 clusters Score -876097.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -876571.750000 Penalty: 4489.874023
	Iteration 5F: 3 clusters Score -876571.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -877013.187500 Penalty: 4489.874023
	Iteration 6F: 3 clusters Score -877013.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -877343.437500 Penalty: 4489.874023
	Iteration 7F: 3 clusters Score -877343.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -877594.312500 Penalty: 4489.874023
	Iteration 8Q: 3 clusters Score -877594.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -877788.125000 Penalty: 4489.874023
	Iteration 9Q: 3 clusters Score -877788.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -877914.500000 Penalty: 4489.874023
	Iteration 10Q: 3 clusters Score -877914.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -877997.500000 Penalty: 4489.874023
	Iteration 11Q: 3 clusters Score -877997.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -878055.125000 Penalty: 4489.874023
	Iteration 12Q: 3 clusters Score -878055.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -878100.562500 Penalty: 4489.874023
	Iteration 13Q: 3 clusters Score -878100.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -878138.187500 Penalty: 4489.874023
	Iteration 14Q: 3 clusters Score -878138.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -878160.625000 Penalty: 4489.874023
	Iteration 15Q: 3 clusters Score -878160.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -878167.625000 Penalty: 4489.874023
	Iteration 16Q: 3 clusters Score -878167.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -878177.625000 Penalty: 4489.874023
	Iteration 17Q: 3 clusters Score -878177.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -878185.312500 Penalty: 4489.874023
	Iteration 18Q: 3 clusters Score -878185.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -878194.625000 Penalty: 4489.874023
	Iteration 19Q: 3 clusters Score -878194.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -878193.750000 Penalty: 4489.874023
	Iteration 20F: 3 clusters Score -878193.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -878200.750000 Penalty: 4489.874023
	Iteration 21Q: 3 clusters Score -878200.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -878199.625000 Penalty: 4489.874023
	Iteration 22Q: 3 clusters Score -878199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -878202.500000 Penalty: 4489.874023
	Iteration 23Q: 3 clusters Score -878202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -878205.062500 Penalty: 4489.874023
	Iteration 24Q: 3 clusters Score -878205.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -878209.437500 Penalty: 4489.874023
	Iteration 25Q: 3 clusters Score -878209.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -878213.000000 Penalty: 4489.874023
	Iteration 26Q: 3 clusters Score -878213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -878217.187500 Penalty: 4489.874023
	Iteration 27Q: 3 clusters Score -878217.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -878216.187500 Penalty: 4489.874023
	Iteration 28Q: 3 clusters Score -878216.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -878221.187500 Penalty: 4489.874023
	Iteration 29Q: 3 clusters Score -878221.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -878221.500000 Penalty: 4489.874023
	Iteration 30Q: 3 clusters Score -878221.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -878225.500000 Penalty: 4489.874023
	Iteration 31Q: 3 clusters Score -878225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -878224.875000 Penalty: 4489.874023
	Iteration 32Q: 3 clusters Score -878224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -878226.062500 Penalty: 4489.874023
	Iteration 33Q: 3 clusters Score -878226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -878226.812500 Penalty: 4489.874023
	Iteration 34Q: 3 clusters Score -878226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -878229.312500 Penalty: 4489.874023
	Iteration 35Q: 3 clusters Score -878229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -878228.937500 Penalty: 4489.874023
	Iteration 36Q: 3 clusters Score -878228.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -878231.125000 Penalty: 4489.874023
	Iteration 37Q: 3 clusters Score -878231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -878233.187500 Penalty: 4489.874023
	Iteration 38Q: 3 clusters Score -878233.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -878234.875000 Penalty: 4489.874023
	Iteration 39Q: 3 clusters Score -878234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -878234.812500 Penalty: 4489.874023
	Iteration 40F: 3 clusters Score -878234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -878235.062500 Penalty: 4489.874023
	Iteration 41Q: 3 clusters Score -878235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -878237.062500 Penalty: 4489.874023
	Iteration 42Q: 3 clusters Score -878237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -878237.375000 Penalty: 4489.874023
	Iteration 43Q: 3 clusters Score -878237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -878236.687500 Penalty: 4489.874023
	Iteration 44Q: 3 clusters Score -878236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -878236.687500 Penalty: 4489.874023
	Iteration 45F: 3 clusters Score -878236.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Entering Unmasked Estep 
Score: -1459734.000000 Penalty: 2361.475830
	Iteration 0F: 2 clusters Score -1459734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1449780.375000 Penalty: 4722.951660
	Iteration 0F: 3 clusters Score -1449780 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1453024.875000 Penalty: 4722.951660
	Iteration 1F: 3 clusters Score -1453025 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1453586.625000 Penalty: 4722.951660
	Iteration 2F: 3 clusters Score -1453587 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1454067.375000 Penalty: 4722.951660
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1454449.000000 Penalty: 4722.951660
	Iteration 4F: 3 clusters Score -1454449 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1454822.125000 Penalty: 4722.951660
	Iteration 5Q: 3 clusters Score -1454822 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1455187.750000 Penalty: 4722.951660
	Iteration 6Q: 3 clusters Score -1455188 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1455503.500000 Penalty: 4722.951660
	Iteration 7Q: 3 clusters Score -1455504 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1455785.500000 Penalty: 4722.951660
	Iteration 8Q: 3 clusters Score -1455786 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1456032.125000 Penalty: 4722.951660
	Iteration 9Q: 3 clusters Score -1456032 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1456273.875000 Penalty: 4722.951660
	Iteration 10Q: 3 clusters Score -1456274 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1456507.000000 Penalty: 4722.951660
	Iteration 11Q: 3 clusters Score -1456507 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1456711.750000 Penalty: 4722.951660
	Iteration 12Q: 3 clusters Score -1456712 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1456876.500000 Penalty: 4722.951660
	Iteration 13Q: 3 clusters Score -1456876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1456993.625000 Penalty: 4722.951660
	Iteration 14Q: 3 clusters Score -1456994 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1457074.125000 Penalty: 4722.951660
	Iteration 15Q: 3 clusters Score -1457074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1457151.375000 Penalty: 4722.951660
	Iteration 16Q: 3 clusters Score -1457151 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1457230.875000 Penalty: 4722.951660
	Iteration 17Q: 3 clusters Score -1457231 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1457274.625000 Penalty: 4722.951660
	Iteration 18Q: 3 clusters Score -1457275 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1457317.750000 Penalty: 4722.951660
	Iteration 19Q: 3 clusters Score -1457318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1457340.000000 Penalty: 4722.951660
	Iteration 20F: 3 clusters Score -1457340 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1457371.750000 Penalty: 4722.951660
	Iteration 21Q: 3 clusters Score -1457372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1457392.000000 Penalty: 4722.951660
	Iteration 22Q: 3 clusters Score -1457392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1457405.750000 Penalty: 4722.951660
	Iteration 23Q: 3 clusters Score -1457406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1457422.250000 Penalty: 4722.951660
	Iteration 24Q: 3 clusters Score -1457422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1457440.125000 Penalty: 4722.951660
	Iteration 25Q: 3 clusters Score -1457440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1457452.000000 Penalty: 4722.951660
	Iteration 26Q: 3 clusters Score -1457452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1457462.375000 Penalty: 4722.951660
	Iteration 27Q: 3 clusters Score -1457462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1457468.625000 Penalty: 4722.951660
	Iteration 28Q: 3 clusters Score -1457469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1457486.750000 Penalty: 4722.951660
	Iteration 29Q: 3 clusters Score -1457487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1457496.500000 Penalty: 4722.951660
	Iteration 30Q: 3 clusters Score -1457496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1457506.875000 Penalty: 4722.951660
	Iteration 31Q: 3 clusters Score -1457507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1457508.625000 Penalty: 4722.951660
	Iteration 32Q: 3 clusters Score -1457509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1457522.125000 Penalty: 4722.951660
	Iteration 33Q: 3 clusters Score -1457522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1457526.000000 Penalty: 4722.951660
	Iteration 34Q: 3 clusters Score -1457526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1457538.625000 Penalty: 4722.951660
	Iteration 35Q: 3 clusters Score -1457539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1457541.500000 Penalty: 4722.951660
	Iteration 36Q: 3 clusters Score -1457542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1457545.750000 Penalty: 4722.951660
	Iteration 37Q: 3 clusters Score -1457546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1457548.875000 Penalty: 4722.951660
	Iteration 38Q: 3 clusters Score -1457549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1457553.625000 Penalty: 4722.951660
	Iteration 39Q: 3 clusters Score -1457554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1457563.250000 Penalty: 4722.951660
	Iteration 40F: 3 clusters Score -1457563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1457570.000000 Penalty: 4722.951660
	Iteration 41Q: 3 clusters Score -1457570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1457574.000000 Penalty: 4722.951660
	Iteration 42Q: 3 clusters Score -1457574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1457577.750000 Penalty: 4722.951660
	Iteration 43Q: 3 clusters Score -1457578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1457588.750000 Penalty: 4722.951660
	Iteration 44Q: 3 clusters Score -1457589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1457590.125000 Penalty: 4722.951660
	Iteration 45Q: 3 clusters Score -1457590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1457595.000000 Penalty: 4722.951660
	Iteration 46Q: 3 clusters Score -1457595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1457604.375000 Penalty: 4722.951660
	Iteration 47Q: 3 clusters Score -1457604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1457609.375000 Penalty: 4722.951660
	Iteration 48Q: 3 clusters Score -1457609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1457616.000000 Penalty: 4722.951660
	Iteration 49Q: 3 clusters Score -1457616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1457623.500000 Penalty: 4722.951660
	Iteration 50Q: 3 clusters Score -1457624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1457629.875000 Penalty: 4722.951660
	Iteration 51Q: 3 clusters Score -1457630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1457642.250000 Penalty: 4722.951660
	Iteration 52Q: 3 clusters Score -1457642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1457648.750000 Penalty: 4722.951660
	Iteration 53Q: 3 clusters Score -1457649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1457650.750000 Penalty: 4722.951660
	Iteration 54Q: 3 clusters Score -1457651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1457661.625000 Penalty: 4722.951660
	Iteration 55Q: 3 clusters Score -1457662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1457664.500000 Penalty: 4722.951660
	Iteration 56Q: 3 clusters Score -1457664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1457671.625000 Penalty: 4722.951660
	Iteration 57Q: 3 clusters Score -1457672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1457676.250000 Penalty: 4722.951660
	Iteration 58Q: 3 clusters Score -1457676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1457675.875000 Penalty: 4722.951660
	Iteration 59Q: 3 clusters Score -1457676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1457679.750000 Penalty: 4722.951660
	Iteration 60F: 3 clusters Score -1457680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1457680.125000 Penalty: 4722.951660
	Iteration 61Q: 3 clusters Score -1457680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1457680.750000 Penalty: 4722.951660
	Iteration 62Q: 3 clusters Score -1457681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1457683.750000 Penalty: 4722.951660
	Iteration 63Q: 3 clusters Score -1457684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1457685.000000 Penalty: 4722.951660
	Iteration 64Q: 3 clusters Score -1457685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1457689.250000 Penalty: 4722.951660
	Iteration 65Q: 3 clusters Score -1457689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1457695.375000 Penalty: 4722.951660
	Iteration 66Q: 3 clusters Score -1457695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1457701.250000 Penalty: 4722.951660
	Iteration 67Q: 3 clusters Score -1457701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1457703.750000 Penalty: 4722.951660
	Iteration 68Q: 3 clusters Score -1457704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1457704.500000 Penalty: 4722.951660
	Iteration 69Q: 3 clusters Score -1457704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1457705.875000 Penalty: 4722.951660
	Iteration 70Q: 3 clusters Score -1457706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1457710.000000 Penalty: 4722.951660
	Iteration 71Q: 3 clusters Score -1457710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1457716.250000 Penalty: 4722.951660
	Iteration 72Q: 3 clusters Score -1457716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1457716.625000 Penalty: 4722.951660
	Iteration 73Q: 3 clusters Score -1457717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1457717.500000 Penalty: 4722.951660
	Iteration 74Q: 3 clusters Score -1457718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1457718.750000 Penalty: 4722.951660
	Iteration 75Q: 3 clusters Score -1457719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1457725.375000 Penalty: 4722.951660
	Iteration 76Q: 3 clusters Score -1457725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1457733.250000 Penalty: 4722.951660
	Iteration 77Q: 3 clusters Score -1457733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1457737.250000 Penalty: 4722.951660
	Iteration 78Q: 3 clusters Score -1457737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1457747.000000 Penalty: 4722.951660
	Iteration 79Q: 3 clusters Score -1457747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1457758.500000 Penalty: 4722.951660
	Iteration 80F: 3 clusters Score -1457758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1457768.250000 Penalty: 4722.951660
	Iteration 81Q: 3 clusters Score -1457768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1457781.875000 Penalty: 4722.951660
	Iteration 82Q: 3 clusters Score -1457782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1457788.875000 Penalty: 4722.951660
	Iteration 83Q: 3 clusters Score -1457789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1457791.375000 Penalty: 4722.951660
	Iteration 84Q: 3 clusters Score -1457791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1457804.375000 Penalty: 4722.951660
	Iteration 85Q: 3 clusters Score -1457804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1457819.375000 Penalty: 4722.951660
	Iteration 86Q: 3 clusters Score -1457819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1457842.750000 Penalty: 4722.951660
	Iteration 87Q: 3 clusters Score -1457843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1457874.500000 Penalty: 4722.951660
	Iteration 88Q: 3 clusters Score -1457874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1457915.750000 Penalty: 4722.951660
	Iteration 89Q: 3 clusters Score -1457916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1457968.125000 Penalty: 4722.951660
	Iteration 90Q: 3 clusters Score -1457968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1458050.500000 Penalty: 4722.951660
	Iteration 91Q: 3 clusters Score -1458050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1458117.750000 Penalty: 4722.951660
	Iteration 92Q: 3 clusters Score -1458118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1458152.875000 Penalty: 4722.951660
	Iteration 93Q: 3 clusters Score -1458153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1458182.625000 Penalty: 4722.951660
	Iteration 94Q: 3 clusters Score -1458183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1458210.625000 Penalty: 4722.951660
	Iteration 95Q: 3 clusters Score -1458211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1458222.125000 Penalty: 4722.951660
	Iteration 96Q: 3 clusters Score -1458222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1458228.750000 Penalty: 4722.951660
	Iteration 97Q: 3 clusters Score -1458229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1458237.000000 Penalty: 4722.951660
	Iteration 98Q: 3 clusters Score -1458237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1458242.500000 Penalty: 4722.951660
	Iteration 99Q: 3 clusters Score -1458242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1458243.250000 Penalty: 4722.951660
	Iteration 100F: 3 clusters Score -1458243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1458245.000000 Penalty: 4722.951660
	Iteration 101Q: 3 clusters Score -1458245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1458249.500000 Penalty: 4722.951660
	Iteration 102Q: 3 clusters Score -1458250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1458252.375000 Penalty: 4722.951660
	Iteration 103Q: 3 clusters Score -1458252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1458258.000000 Penalty: 4722.951660
	Iteration 104Q: 3 clusters Score -1458258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1458256.000000 Penalty: 4722.951660
	Iteration 105Q: 3 clusters Score -1458256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1458261.000000 Penalty: 4722.951660
	Iteration 106Q: 3 clusters Score -1458261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1458262.250000 Penalty: 4722.951660
	Iteration 107Q: 3 clusters Score -1458262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1458261.000000 Penalty: 4722.951660
	Iteration 108Q: 3 clusters Score -1458261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1458262.625000 Penalty: 4722.951660
	Iteration 109Q: 3 clusters Score -1458263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1458264.875000 Penalty: 4722.951660
	Iteration 110Q: 3 clusters Score -1458265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1458265.125000 Penalty: 4722.951660
	Iteration 111Q: 3 clusters Score -1458265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1458265.750000 Penalty: 4722.951660
	Iteration 112Q: 3 clusters Score -1458266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1458267.000000 Penalty: 4722.951660
	Iteration 113Q: 3 clusters Score -1458267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1458268.375000 Penalty: 4722.951660
	Iteration 114Q: 3 clusters Score -1458268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1458270.750000 Penalty: 4722.951660
	Iteration 115Q: 3 clusters Score -1458271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1458268.250000 Penalty: 4722.951660
	Iteration 116Q: 3 clusters Score -1458268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1458271.875000 Penalty: 4722.951660
	Iteration 117Q: 3 clusters Score -1458272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1458274.500000 Penalty: 4722.951660
	Iteration 118Q: 3 clusters Score -1458274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1458272.375000 Penalty: 4722.951660
	Iteration 119Q: 3 clusters Score -1458272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1458274.875000 Penalty: 4722.951660
	Iteration 120F: 3 clusters Score -1458275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1458278.750000 Penalty: 4722.951660
	Iteration 121Q: 3 clusters Score -1458279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1458278.750000 Penalty: 4722.951660
	Iteration 122F: 3 clusters Score -1458279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -2494352.750000 Penalty: 2480.253418
	Iteration 0F: 2 clusters Score -2494353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2479022.500000 Penalty: 4960.506836
	Iteration 0F: 3 clusters Score -2479022 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2484255.750000 Penalty: 4960.506836
	Iteration 1F: 3 clusters Score -2484256 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2484871.250000 Penalty: 4960.506836
	Iteration 2F: 3 clusters Score -2484871 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2485625.750000 Penalty: 4960.506836
	Iteration 3F: 3 clusters Score -2485626 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2486658.750000 Penalty: 4960.506836
	Iteration 4F: 3 clusters Score -2486659 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2487944.500000 Penalty: 4960.506836
	Iteration 5F: 3 clusters Score -2487944 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2489170.750000 Penalty: 4960.506836
	Iteration 6F: 3 clusters Score -2489171 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2490134.250000 Penalty: 4960.506836
	Iteration 7F: 3 clusters Score -2490134 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2490783.250000 Penalty: 4960.506836
	Iteration 8Q: 3 clusters Score -2490783 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2491199.750000 Penalty: 4960.506836
	Iteration 9Q: 3 clusters Score -2491200 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2491522.250000 Penalty: 4960.506836
	Iteration 10Q: 3 clusters Score -2491522 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2491753.500000 Penalty: 4960.506836
	Iteration 11Q: 3 clusters Score -2491754 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2491921.000000 Penalty: 4960.506836
	Iteration 12Q: 3 clusters Score -2491921 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2492044.000000 Penalty: 4960.506836
	Iteration 13Q: 3 clusters Score -2492044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2492102.250000 Penalty: 4960.506836
	Iteration 14Q: 3 clusters Score -2492102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2492138.500000 Penalty: 4960.506836
	Iteration 15Q: 3 clusters Score -2492138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2492172.750000 Penalty: 4960.506836
	Iteration 16Q: 3 clusters Score -2492173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2492198.750000 Penalty: 4960.506836
	Iteration 17Q: 3 clusters Score -2492199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2492211.500000 Penalty: 4960.506836
	Iteration 18Q: 3 clusters Score -2492212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2492231.250000 Penalty: 4960.506836
	Iteration 19Q: 3 clusters Score -2492231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2492237.250000 Penalty: 4960.506836
	Iteration 20F: 3 clusters Score -2492237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2492246.500000 Penalty: 4960.506836
	Iteration 21Q: 3 clusters Score -2492246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2492258.250000 Penalty: 4960.506836
	Iteration 22Q: 3 clusters Score -2492258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2492269.250000 Penalty: 4960.506836
	Iteration 23Q: 3 clusters Score -2492269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2492272.250000 Penalty: 4960.506836
	Iteration 24Q: 3 clusters Score -2492272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2492278.500000 Penalty: 4960.506836
	Iteration 25Q: 3 clusters Score -2492278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2492281.250000 Penalty: 4960.506836
	Iteration 26Q: 3 clusters Score -2492281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2492283.500000 Penalty: 4960.506836
	Iteration 27Q: 3 clusters Score -2492284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2492288.750000 Penalty: 4960.506836
	Iteration 28Q: 3 clusters Score -2492289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2492287.750000 Penalty: 4960.506836
	Iteration 29Q: 3 clusters Score -2492288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2492288.500000 Penalty: 4960.506836
	Iteration 30Q: 3 clusters Score -2492288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2492289.750000 Penalty: 4960.506836
	Iteration 31Q: 3 clusters Score -2492290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2492290.000000 Penalty: 4960.506836
	Iteration 32Q: 3 clusters Score -2492290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2492288.000000 Penalty: 4960.506836
	Iteration 33Q: 3 clusters Score -2492288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2492295.250000 Penalty: 4960.506836
	Iteration 34Q: 3 clusters Score -2492295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2492297.000000 Penalty: 4960.506836
	Iteration 35Q: 3 clusters Score -2492297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2492297.000000 Penalty: 4960.506836
	Iteration 36F: 3 clusters Score -2492297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -15606.523438 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -15606.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14485.985352 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -14485.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14572.824219 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -14572.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14595.346680 Penalty: 2620.468994
	Iteration 2Q: 3 clusters Score -14595.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14610.940430 Penalty: 2620.468994
	Iteration 3Q: 3 clusters Score -14610.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14617.024414 Penalty: 2620.468994
	Iteration 4Q: 3 clusters Score -14617.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14617.024414 Penalty: 2620.468994
	Iteration 5F: 3 clusters Score -14617.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (19184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Entering Unmasked Estep 
Score: -2224803.750000 Penalty: 2445.734375
	Iteration 0F: 2 clusters Score -2224804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2211401.000000 Penalty: 4891.468750
	Iteration 0F: 3 clusters Score -2211401 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2215895.500000 Penalty: 4891.468750
	Iteration 1F: 3 clusters Score -2215896 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2216310.750000 Penalty: 4891.468750
	Iteration 2F: 3 clusters Score -2216311 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2216687.000000 Penalty: 4891.468750
	Iteration 3Q: 3 clusters Score -2216687 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2217047.500000 Penalty: 4891.468750
	Iteration 4Q: 3 clusters Score -2217048 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2217480.500000 Penalty: 4891.468750
	Iteration 5Q: 3 clusters Score -2217480 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2218031.500000 Penalty: 4891.468750
	Iteration 6F: 3 clusters Score -2218032 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2218699.250000 Penalty: 4891.468750
	Iteration 7F: 3 clusters Score -2218699 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2219488.000000 Penalty: 4891.468750
	Iteration 8F: 3 clusters Score -2219488 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2220350.750000 Penalty: 4891.468750
	Iteration 9F: 3 clusters Score -2220351 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2221103.000000 Penalty: 4891.468750
	Iteration 10F: 3 clusters Score -2221103 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2221581.500000 Penalty: 4891.468750
	Iteration 11Q: 3 clusters Score -2221582 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2221890.750000 Penalty: 4891.468750
	Iteration 12Q: 3 clusters Score -2221891 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2222082.500000 Penalty: 4891.468750
	Iteration 13Q: 3 clusters Score -2222082 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2222202.000000 Penalty: 4891.468750
	Iteration 14Q: 3 clusters Score -2222202 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2222292.000000 Penalty: 4891.468750
	Iteration 15Q: 3 clusters Score -2222292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2222349.250000 Penalty: 4891.468750
	Iteration 16Q: 3 clusters Score -2222349 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2222403.000000 Penalty: 4891.468750
	Iteration 17Q: 3 clusters Score -2222403 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2222438.000000 Penalty: 4891.468750
	Iteration 18Q: 3 clusters Score -2222438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2222467.750000 Penalty: 4891.468750
	Iteration 19Q: 3 clusters Score -2222468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2222494.250000 Penalty: 4891.468750
	Iteration 20F: 3 clusters Score -2222494 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2222519.250000 Penalty: 4891.468750
	Iteration 21Q: 3 clusters Score -2222519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2222551.000000 Penalty: 4891.468750
	Iteration 22Q: 3 clusters Score -2222551 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2222572.000000 Penalty: 4891.468750
	Iteration 23Q: 3 clusters Score -2222572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2222601.000000 Penalty: 4891.468750
	Iteration 24Q: 3 clusters Score -2222601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2222626.750000 Penalty: 4891.468750
	Iteration 25Q: 3 clusters Score -2222627 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2222655.000000 Penalty: 4891.468750
	Iteration 26Q: 3 clusters Score -2222655 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2222683.500000 Penalty: 4891.468750
	Iteration 27Q: 3 clusters Score -2222684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2222706.250000 Penalty: 4891.468750
	Iteration 28Q: 3 clusters Score -2222706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2222716.750000 Penalty: 4891.468750
	Iteration 29Q: 3 clusters Score -2222717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2222740.000000 Penalty: 4891.468750
	Iteration 30Q: 3 clusters Score -2222740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2222752.750000 Penalty: 4891.468750
	Iteration 31Q: 3 clusters Score -2222753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2222773.750000 Penalty: 4891.468750
	Iteration 32Q: 3 clusters Score -2222774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2222789.000000 Penalty: 4891.468750
	Iteration 33Q: 3 clusters Score -2222789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2222799.000000 Penalty: 4891.468750
	Iteration 34Q: 3 clusters Score -2222799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2222816.250000 Penalty: 4891.468750
	Iteration 35Q: 3 clusters Score -2222816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2222824.500000 Penalty: 4891.468750
	Iteration 36Q: 3 clusters Score -2222824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2222833.500000 Penalty: 4891.468750
	Iteration 37Q: 3 clusters Score -2222834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2222844.250000 Penalty: 4891.468750
	Iteration 38Q: 3 clusters Score -2222844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2222848.250000 Penalty: 4891.468750
	Iteration 39Q: 3 clusters Score -2222848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2222858.750000 Penalty: 4891.468750
	Iteration 40F: 3 clusters Score -2222859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2222873.750000 Penalty: 4891.468750
	Iteration 41Q: 3 clusters Score -2222874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2222877.500000 Penalty: 4891.468750
	Iteration 42Q: 3 clusters Score -2222878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2222894.000000 Penalty: 4891.468750
	Iteration 43Q: 3 clusters Score -2222894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2222897.250000 Penalty: 4891.468750
	Iteration 44Q: 3 clusters Score -2222897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2222911.250000 Penalty: 4891.468750
	Iteration 45Q: 3 clusters Score -2222911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2222921.250000 Penalty: 4891.468750
	Iteration 46Q: 3 clusters Score -2222921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2222938.250000 Penalty: 4891.468750
	Iteration 47Q: 3 clusters Score -2222938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2222954.250000 Penalty: 4891.468750
	Iteration 48Q: 3 clusters Score -2222954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2222962.500000 Penalty: 4891.468750
	Iteration 49Q: 3 clusters Score -2222962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2222963.250000 Penalty: 4891.468750
	Iteration 50Q: 3 clusters Score -2222963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2222968.250000 Penalty: 4891.468750
	Iteration 51Q: 3 clusters Score -2222968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2222971.750000 Penalty: 4891.468750
	Iteration 52Q: 3 clusters Score -2222972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2222976.500000 Penalty: 4891.468750
	Iteration 53Q: 3 clusters Score -2222976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2222975.250000 Penalty: 4891.468750
	Iteration 54Q: 3 clusters Score -2222975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2222980.000000 Penalty: 4891.468750
	Iteration 55Q: 3 clusters Score -2222980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2222987.500000 Penalty: 4891.468750
	Iteration 56Q: 3 clusters Score -2222988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2222988.000000 Penalty: 4891.468750
	Iteration 57Q: 3 clusters Score -2222988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2222983.750000 Penalty: 4891.468750
	Iteration 58Q: 3 clusters Score -2222984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2222988.000000 Penalty: 4891.468750
	Iteration 59Q: 3 clusters Score -2222988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2222985.500000 Penalty: 4891.468750
	Iteration 60F: 3 clusters Score -2222986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2222982.750000 Penalty: 4891.468750
	Iteration 61Q: 3 clusters Score -2222983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2222986.750000 Penalty: 4891.468750
	Iteration 62Q: 3 clusters Score -2222987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2222985.750000 Penalty: 4891.468750
	Iteration 63Q: 3 clusters Score -2222986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2222985.750000 Penalty: 4891.468750
	Iteration 64F: 3 clusters Score -2222986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -213391.000000 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -213391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -210480.703125 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -210480.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -211412.078125 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -211412.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -211915.984375 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -211916 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -212376.343750 Penalty: 3891.908691
	Iteration 3F: 3 clusters Score -212376.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -212687.625000 Penalty: 3891.908691
	Iteration 4F: 3 clusters Score -212687.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -212907.796875 Penalty: 3891.908691
	Iteration 5F: 3 clusters Score -212907.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -213045.250000 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -213045.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -213143.828125 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -213143.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -213224.125000 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -213224.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -213284.984375 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -213285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -213330.218750 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -213330.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -213359.828125 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -213359.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -213391.781250 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -213391.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -213427.812500 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -213427.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -213455.656250 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -213455.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -213476.906250 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -213476.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -213490.062500 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -213490.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -213499.812500 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -213499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -213505.125000 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -213505.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -213509.906250 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -213509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -213512.500000 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -213512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -213513.218750 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -213513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -213514.187500 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -213514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -213515.796875 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -213515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -213516.281250 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -213516.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -213517.765625 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -213517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -213519.109375 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -213519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -213522.109375 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -213522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -213523.546875 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -213523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -213524.500000 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -213524.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -213525.281250 Penalty: 3891.908691
	Iteration 30Q: 3 clusters Score -213525.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -213525.281250 Penalty: 3891.908691
	Iteration 31F: 3 clusters Score -213525.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 868 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 1689 members 
Entering Unmasked Estep 
Score: -139273296.000000 Penalty: 219852.140625
Splitting cluster 55 changes total score from -139274656.000000 to -139273296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -536187.625000 Penalty: 2112.412598
	Iteration 0F: 2 clusters Score -536187.6 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 2504 members 
Entering Unmasked Estep 
Score: -531652.937500 Penalty: 4224.825195
	Iteration 0F: 3 clusters Score -531652.9 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -532706.500000 Penalty: 4224.825195
	Iteration 1F: 3 clusters Score -532706.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -532918.500000 Penalty: 4224.825195
	Iteration 2F: 3 clusters Score -532918.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -533062.937500 Penalty: 4224.825195
	Iteration 3Q: 3 clusters Score -533062.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -533196.375000 Penalty: 4224.825195
	Iteration 4Q: 3 clusters Score -533196.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -533303.437500 Penalty: 4224.825195
	Iteration 5Q: 3 clusters Score -533303.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -533411.625000 Penalty: 4224.825195
	Iteration 6Q: 3 clusters Score -533411.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -533534.937500 Penalty: 4224.825195
	Iteration 7Q: 3 clusters Score -533534.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -533668.187500 Penalty: 4224.825195
	Iteration 8Q: 3 clusters Score -533668.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -533827.312500 Penalty: 4224.825195
	Iteration 9Q: 3 clusters Score -533827.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -533984.625000 Penalty: 4224.825195
	Iteration 10Q: 3 clusters Score -533984.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -534122.562500 Penalty: 4224.825195
	Iteration 11Q: 3 clusters Score -534122.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -534246.875000 Penalty: 4224.825195
	Iteration 12Q: 3 clusters Score -534246.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -534348.937500 Penalty: 4224.825195
	Iteration 13Q: 3 clusters Score -534348.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -534456.875000 Penalty: 4224.825195
	Iteration 14Q: 3 clusters Score -534456.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -534559.625000 Penalty: 4224.825195
	Iteration 15Q: 3 clusters Score -534559.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -534649.812500 Penalty: 4224.825195
	Iteration 16Q: 3 clusters Score -534649.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -534738.812500 Penalty: 4224.825195
	Iteration 17Q: 3 clusters Score -534738.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -534822.562500 Penalty: 4224.825195
	Iteration 18Q: 3 clusters Score -534822.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -534876.250000 Penalty: 4224.825195
	Iteration 19Q: 3 clusters Score -534876.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -534924.500000 Penalty: 4224.825195
	Iteration 20F: 3 clusters Score -534924.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -534960.187500 Penalty: 4224.825195
	Iteration 21Q: 3 clusters Score -534960.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -534987.562500 Penalty: 4224.825195
	Iteration 22Q: 3 clusters Score -534987.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -535010.625000 Penalty: 4224.825195
	Iteration 23Q: 3 clusters Score -535010.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -535023.687500 Penalty: 4224.825195
	Iteration 24Q: 3 clusters Score -535023.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -535035.000000 Penalty: 4224.825195
	Iteration 25Q: 3 clusters Score -535035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -535044.562500 Penalty: 4224.825195
	Iteration 26Q: 3 clusters Score -535044.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -535054.687500 Penalty: 4224.825195
	Iteration 27Q: 3 clusters Score -535054.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -535058.687500 Penalty: 4224.825195
	Iteration 28Q: 3 clusters Score -535058.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -535062.375000 Penalty: 4224.825195
	Iteration 29Q: 3 clusters Score -535062.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -535069.062500 Penalty: 4224.825195
	Iteration 30Q: 3 clusters Score -535069.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -535073.000000 Penalty: 4224.825195
	Iteration 31Q: 3 clusters Score -535073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -535079.062500 Penalty: 4224.825195
	Iteration 32Q: 3 clusters Score -535079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -535080.812500 Penalty: 4224.825195
	Iteration 33Q: 3 clusters Score -535080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -535082.812500 Penalty: 4224.825195
	Iteration 34Q: 3 clusters Score -535082.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -535086.875000 Penalty: 4224.825195
	Iteration 35Q: 3 clusters Score -535086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -535086.312500 Penalty: 4224.825195
	Iteration 36Q: 3 clusters Score -535086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -535088.687500 Penalty: 4224.825195
	Iteration 37Q: 3 clusters Score -535088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -535089.625000 Penalty: 4224.825195
	Iteration 38Q: 3 clusters Score -535089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -535089.625000 Penalty: 4224.825195
	Iteration 39F: 3 clusters Score -535089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (38213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Entering Unmasked Estep 
Score: -4351646.000000 Penalty: 2616.630859
	Iteration 0F: 2 clusters Score -4351646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4325773.000000 Penalty: 5233.261719
	Iteration 0F: 3 clusters Score -4325773 nChanged 17300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4335311.000000 Penalty: 5233.261719
	Iteration 1F: 3 clusters Score -4335311 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4335909.000000 Penalty: 5233.261719
	Iteration 2Q: 3 clusters Score -4335909 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4336460.500000 Penalty: 5233.261719
	Iteration 3Q: 3 clusters Score -4336460 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4337139.500000 Penalty: 5233.261719
	Iteration 4Q: 3 clusters Score -4337140 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4338002.500000 Penalty: 5233.261719
	Iteration 5Q: 3 clusters Score -4338002 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -4339180.500000 Penalty: 5233.261719
	Iteration 6F: 3 clusters Score -4339180 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4340687.500000 Penalty: 5233.261719
	Iteration 7F: 3 clusters Score -4340688 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4342338.500000 Penalty: 5233.261719
	Iteration 8F: 3 clusters Score -4342338 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -4343796.000000 Penalty: 5233.261719
	Iteration 9F: 3 clusters Score -4343796 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4345073.500000 Penalty: 5233.261719
	Iteration 10F: 3 clusters Score -4345074 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4346048.000000 Penalty: 5233.261719
	Iteration 11Q: 3 clusters Score -4346048 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4346843.000000 Penalty: 5233.261719
	Iteration 12Q: 3 clusters Score -4346843 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -4347505.500000 Penalty: 5233.261719
	Iteration 13Q: 3 clusters Score -4347506 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4347948.000000 Penalty: 5233.261719
	Iteration 14Q: 3 clusters Score -4347948 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4348242.000000 Penalty: 5233.261719
	Iteration 15Q: 3 clusters Score -4348242 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -4348485.000000 Penalty: 5233.261719
	Iteration 16Q: 3 clusters Score -4348485 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -4348787.500000 Penalty: 5233.261719
	Iteration 17Q: 3 clusters Score -4348788 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -4349059.000000 Penalty: 5233.261719
	Iteration 18Q: 3 clusters Score -4349059 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4349297.500000 Penalty: 5233.261719
	Iteration 19Q: 3 clusters Score -4349298 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4349551.000000 Penalty: 5233.261719
	Iteration 20F: 3 clusters Score -4349551 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4349744.000000 Penalty: 5233.261719
	Iteration 21Q: 3 clusters Score -4349744 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4349915.000000 Penalty: 5233.261719
	Iteration 22Q: 3 clusters Score -4349915 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -4350060.500000 Penalty: 5233.261719
	Iteration 23Q: 3 clusters Score -4350060 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4350193.500000 Penalty: 5233.261719
	Iteration 24Q: 3 clusters Score -4350194 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -4350314.000000 Penalty: 5233.261719
	Iteration 25Q: 3 clusters Score -4350314 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -4350406.000000 Penalty: 5233.261719
	Iteration 26Q: 3 clusters Score -4350406 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -4350529.000000 Penalty: 5233.261719
	Iteration 27Q: 3 clusters Score -4350529 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -4350644.500000 Penalty: 5233.261719
	Iteration 28Q: 3 clusters Score -4350644 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4350747.000000 Penalty: 5233.261719
	Iteration 29Q: 3 clusters Score -4350747 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -4350881.000000 Penalty: 5233.261719
	Iteration 30Q: 3 clusters Score -4350881 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -4351032.500000 Penalty: 5233.261719
	Iteration 31Q: 3 clusters Score -4351032 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -4351187.000000 Penalty: 5233.261719
	Iteration 32Q: 3 clusters Score -4351187 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -4351320.500000 Penalty: 5233.261719
	Iteration 33Q: 3 clusters Score -4351320 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -4351403.500000 Penalty: 5233.261719
	Iteration 34Q: 3 clusters Score -4351404 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -4351508.500000 Penalty: 5233.261719
	Iteration 35Q: 3 clusters Score -4351508 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4351557.500000 Penalty: 5233.261719
	Iteration 36Q: 3 clusters Score -4351558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -4351612.500000 Penalty: 5233.261719
	Iteration 37Q: 3 clusters Score -4351612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4351618.500000 Penalty: 5233.261719
	Iteration 38Q: 3 clusters Score -4351618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4351626.000000 Penalty: 5233.261719
	Iteration 39Q: 3 clusters Score -4351626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4351655.500000 Penalty: 5233.261719
	Iteration 40F: 3 clusters Score -4351656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4351671.500000 Penalty: 5233.261719
	Iteration 41Q: 3 clusters Score -4351672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -4351679.500000 Penalty: 5233.261719
	Iteration 42Q: 3 clusters Score -4351680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4351695.000000 Penalty: 5233.261719
	Iteration 43Q: 3 clusters Score -4351695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4351690.000000 Penalty: 5233.261719
	Iteration 44Q: 3 clusters Score -4351690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -4351697.500000 Penalty: 5233.261719
	Iteration 45Q: 3 clusters Score -4351698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -4351696.000000 Penalty: 5233.261719
	Iteration 46Q: 3 clusters Score -4351696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4351707.500000 Penalty: 5233.261719
	Iteration 47Q: 3 clusters Score -4351708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4351713.500000 Penalty: 5233.261719
	Iteration 48Q: 3 clusters Score -4351714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4351709.500000 Penalty: 5233.261719
	Iteration 49Q: 3 clusters Score -4351710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4351714.000000 Penalty: 5233.261719
	Iteration 50Q: 3 clusters Score -4351714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -4351708.500000 Penalty: 5233.261719
	Iteration 51Q: 3 clusters Score -4351708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4351711.000000 Penalty: 5233.261719
	Iteration 52Q: 3 clusters Score -4351711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -4351720.500000 Penalty: 5233.261719
	Iteration 53Q: 3 clusters Score -4351720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -4351720.500000 Penalty: 5233.261719
	Iteration 54Q: 3 clusters Score -4351720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4351718.500000 Penalty: 5233.261719
	Iteration 55Q: 3 clusters Score -4351718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4351732.500000 Penalty: 5233.261719
	Iteration 56Q: 3 clusters Score -4351732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4351735.000000 Penalty: 5233.261719
	Iteration 57Q: 3 clusters Score -4351735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4351732.000000 Penalty: 5233.261719
	Iteration 58Q: 3 clusters Score -4351732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4351736.000000 Penalty: 5233.261719
	Iteration 59Q: 3 clusters Score -4351736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -4351733.500000 Penalty: 5233.261719
	Iteration 60F: 3 clusters Score -4351734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4351726.000000 Penalty: 5233.261719
	Iteration 61Q: 3 clusters Score -4351726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4351730.500000 Penalty: 5233.261719
	Iteration 62Q: 3 clusters Score -4351730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4351732.500000 Penalty: 5233.261719
	Iteration 63Q: 3 clusters Score -4351732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4351734.000000 Penalty: 5233.261719
	Iteration 64Q: 3 clusters Score -4351734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -4351736.500000 Penalty: 5233.261719
	Iteration 65Q: 3 clusters Score -4351736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4351738.000000 Penalty: 5233.261719
	Iteration 66Q: 3 clusters Score -4351738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -4351742.500000 Penalty: 5233.261719
	Iteration 67Q: 3 clusters Score -4351742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4351738.500000 Penalty: 5233.261719
	Iteration 68Q: 3 clusters Score -4351738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -4351737.500000 Penalty: 5233.261719
	Iteration 69Q: 3 clusters Score -4351738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4351743.000000 Penalty: 5233.261719
	Iteration 70Q: 3 clusters Score -4351743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4351746.500000 Penalty: 5233.261719
	Iteration 71Q: 3 clusters Score -4351746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4351746.000000 Penalty: 5233.261719
	Iteration 72Q: 3 clusters Score -4351746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4351742.000000 Penalty: 5233.261719
	Iteration 73Q: 3 clusters Score -4351742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4351741.500000 Penalty: 5233.261719
	Iteration 74Q: 3 clusters Score -4351742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4351744.500000 Penalty: 5233.261719
	Iteration 75Q: 3 clusters Score -4351744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4351744.500000 Penalty: 5233.261719
	Iteration 76F: 3 clusters Score -4351744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 32565 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 5648 members 
Entering Unmasked Estep 
Score: -139273248.000000 Penalty: 219852.140625
Splitting cluster 57 changes total score from -139274656.000000 to -139273248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -178743.859375 Penalty: 1870.074219
	Iteration 0F: 2 clusters Score -178743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -176238.656250 Penalty: 3740.148438
	Iteration 0F: 3 clusters Score -176238.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -176742.078125 Penalty: 3740.148438
	Iteration 1F: 3 clusters Score -176742.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -176910.328125 Penalty: 3740.148438
	Iteration 2F: 3 clusters Score -176910.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -177020.593750 Penalty: 3740.148438
	Iteration 3Q: 3 clusters Score -177020.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -177118.265625 Penalty: 3740.148438
	Iteration 4Q: 3 clusters Score -177118.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -177205.765625 Penalty: 3740.148438
	Iteration 5Q: 3 clusters Score -177205.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -177308.437500 Penalty: 3740.148438
	Iteration 6Q: 3 clusters Score -177308.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -177405.171875 Penalty: 3740.148438
	Iteration 7Q: 3 clusters Score -177405.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -177498.421875 Penalty: 3740.148438
	Iteration 8Q: 3 clusters Score -177498.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -177602.421875 Penalty: 3740.148438
	Iteration 9Q: 3 clusters Score -177602.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -177729.921875 Penalty: 3740.148438
	Iteration 10Q: 3 clusters Score -177729.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -177840.812500 Penalty: 3740.148438
	Iteration 11Q: 3 clusters Score -177840.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -177956.953125 Penalty: 3740.148438
	Iteration 12Q: 3 clusters Score -177957 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -178068.406250 Penalty: 3740.148438
	Iteration 13Q: 3 clusters Score -178068.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -178179.609375 Penalty: 3740.148438
	Iteration 14Q: 3 clusters Score -178179.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -178323.296875 Penalty: 3740.148438
	Iteration 15Q: 3 clusters Score -178323.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -178571.218750 Penalty: 3740.148438
	Iteration 16Q: 3 clusters Score -178571.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -178795.640625 Penalty: 3740.148438
	Iteration 17Q: 3 clusters Score -178795.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -178872.937500 Penalty: 3740.148438
	Iteration 18Q: 3 clusters Score -178872.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -178924.468750 Penalty: 3740.148438
	Iteration 19Q: 3 clusters Score -178924.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -178991.078125 Penalty: 3740.148438
	Iteration 20F: 3 clusters Score -178991.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -179041.578125 Penalty: 3740.148438
	Iteration 21Q: 3 clusters Score -179041.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -179071.937500 Penalty: 3740.148438
	Iteration 22Q: 3 clusters Score -179071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -179086.312500 Penalty: 3740.148438
	Iteration 23Q: 3 clusters Score -179086.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -179109.000000 Penalty: 3740.148438
	Iteration 24Q: 3 clusters Score -179109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -179130.218750 Penalty: 3740.148438
	Iteration 25Q: 3 clusters Score -179130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -179147.546875 Penalty: 3740.148438
	Iteration 26Q: 3 clusters Score -179147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -179167.390625 Penalty: 3740.148438
	Iteration 27Q: 3 clusters Score -179167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -179168.640625 Penalty: 3740.148438
	Iteration 28Q: 3 clusters Score -179168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -179168.640625 Penalty: 3740.148438
	Iteration 29F: 3 clusters Score -179168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1021 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 54377 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 862 members 
Entering Unmasked Estep 
Score: -139273584.000000 Penalty: 219852.140625
Splitting cluster 58 changes total score from -139274656.000000 to -139273584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -326769.562500 Penalty: 1981.242798
	Iteration 0F: 2 clusters Score -326769.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -323520.062500 Penalty: 3962.485596
	Iteration 0F: 3 clusters Score -323520.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -324219.468750 Penalty: 3962.485596
	Iteration 1F: 3 clusters Score -324219.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -324399.656250 Penalty: 3962.485596
	Iteration 2F: 3 clusters Score -324399.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -324507.531250 Penalty: 3962.485596
	Iteration 3Q: 3 clusters Score -324507.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -324598.875000 Penalty: 3962.485596
	Iteration 4Q: 3 clusters Score -324598.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -324677.218750 Penalty: 3962.485596
	Iteration 5Q: 3 clusters Score -324677.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -324739.312500 Penalty: 3962.485596
	Iteration 6Q: 3 clusters Score -324739.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324795.062500 Penalty: 3962.485596
	Iteration 7Q: 3 clusters Score -324795.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -324845.093750 Penalty: 3962.485596
	Iteration 8Q: 3 clusters Score -324845.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -324878.000000 Penalty: 3962.485596
	Iteration 9Q: 3 clusters Score -324878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -324900.906250 Penalty: 3962.485596
	Iteration 10Q: 3 clusters Score -324900.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -324918.812500 Penalty: 3962.485596
	Iteration 11Q: 3 clusters Score -324918.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -324932.281250 Penalty: 3962.485596
	Iteration 12Q: 3 clusters Score -324932.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -324943.906250 Penalty: 3962.485596
	Iteration 13Q: 3 clusters Score -324943.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -324953.343750 Penalty: 3962.485596
	Iteration 14Q: 3 clusters Score -324953.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -324959.562500 Penalty: 3962.485596
	Iteration 15Q: 3 clusters Score -324959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -324965.343750 Penalty: 3962.485596
	Iteration 16Q: 3 clusters Score -324965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -324968.687500 Penalty: 3962.485596
	Iteration 17Q: 3 clusters Score -324968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -324970.187500 Penalty: 3962.485596
	Iteration 18Q: 3 clusters Score -324970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324973.031250 Penalty: 3962.485596
	Iteration 19Q: 3 clusters Score -324973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -324977.125000 Penalty: 3962.485596
	Iteration 20F: 3 clusters Score -324977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -324982.500000 Penalty: 3962.485596
	Iteration 21Q: 3 clusters Score -324982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -324989.812500 Penalty: 3962.485596
	Iteration 22Q: 3 clusters Score -324989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -324998.343750 Penalty: 3962.485596
	Iteration 23Q: 3 clusters Score -324998.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325007.343750 Penalty: 3962.485596
	Iteration 24Q: 3 clusters Score -325007.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -325013.187500 Penalty: 3962.485596
	Iteration 25Q: 3 clusters Score -325013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -325018.937500 Penalty: 3962.485596
	Iteration 26Q: 3 clusters Score -325018.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -325025.781250 Penalty: 3962.485596
	Iteration 27Q: 3 clusters Score -325025.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -325031.250000 Penalty: 3962.485596
	Iteration 28Q: 3 clusters Score -325031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -325033.875000 Penalty: 3962.485596
	Iteration 29Q: 3 clusters Score -325033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -325037.718750 Penalty: 3962.485596
	Iteration 30Q: 3 clusters Score -325037.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -325042.312500 Penalty: 3962.485596
	Iteration 31Q: 3 clusters Score -325042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325046.250000 Penalty: 3962.485596
	Iteration 32Q: 3 clusters Score -325046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -325051.687500 Penalty: 3962.485596
	Iteration 33Q: 3 clusters Score -325051.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325055.937500 Penalty: 3962.485596
	Iteration 34Q: 3 clusters Score -325055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -325058.312500 Penalty: 3962.485596
	Iteration 35Q: 3 clusters Score -325058.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -325060.625000 Penalty: 3962.485596
	Iteration 36Q: 3 clusters Score -325060.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -325063.906250 Penalty: 3962.485596
	Iteration 37Q: 3 clusters Score -325063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325064.781250 Penalty: 3962.485596
	Iteration 38Q: 3 clusters Score -325064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -325068.906250 Penalty: 3962.485596
	Iteration 39Q: 3 clusters Score -325068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -325070.812500 Penalty: 3962.485596
	Iteration 40F: 3 clusters Score -325070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -325071.468750 Penalty: 3962.485596
	Iteration 41Q: 3 clusters Score -325071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -325072.812500 Penalty: 3962.485596
	Iteration 42Q: 3 clusters Score -325072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -325073.093750 Penalty: 3962.485596
	Iteration 43Q: 3 clusters Score -325073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325073.218750 Penalty: 3962.485596
	Iteration 44Q: 3 clusters Score -325073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -325073.937500 Penalty: 3962.485596
	Iteration 45Q: 3 clusters Score -325073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -325073.937500 Penalty: 3962.485596
	Iteration 46F: 3 clusters Score -325073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -636246.500000 Penalty: 2191.456787
	Iteration 0F: 2 clusters Score -636246.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -630484.125000 Penalty: 4382.913574
	Iteration 0F: 3 clusters Score -630484.1 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -632149.187500 Penalty: 4382.913574
	Iteration 1F: 3 clusters Score -632149.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -632553.000000 Penalty: 4382.913574
	Iteration 2F: 3 clusters Score -632553 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -632889.500000 Penalty: 4382.913574
	Iteration 3F: 3 clusters Score -632889.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -633248.812500 Penalty: 4382.913574
	Iteration 4F: 3 clusters Score -633248.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -633639.312500 Penalty: 4382.913574
	Iteration 5F: 3 clusters Score -633639.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -634027.437500 Penalty: 4382.913574
	Iteration 6F: 3 clusters Score -634027.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -634321.375000 Penalty: 4382.913574
	Iteration 7F: 3 clusters Score -634321.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -634540.562500 Penalty: 4382.913574
	Iteration 8Q: 3 clusters Score -634540.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -634701.250000 Penalty: 4382.913574
	Iteration 9Q: 3 clusters Score -634701.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -634795.687500 Penalty: 4382.913574
	Iteration 10Q: 3 clusters Score -634795.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -634850.187500 Penalty: 4382.913574
	Iteration 11Q: 3 clusters Score -634850.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -634884.750000 Penalty: 4382.913574
	Iteration 12Q: 3 clusters Score -634884.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -634912.125000 Penalty: 4382.913574
	Iteration 13Q: 3 clusters Score -634912.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -634935.437500 Penalty: 4382.913574
	Iteration 14Q: 3 clusters Score -634935.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -634957.437500 Penalty: 4382.913574
	Iteration 15Q: 3 clusters Score -634957.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -634980.250000 Penalty: 4382.913574
	Iteration 16Q: 3 clusters Score -634980.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -634998.437500 Penalty: 4382.913574
	Iteration 17Q: 3 clusters Score -634998.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -635015.875000 Penalty: 4382.913574
	Iteration 18Q: 3 clusters Score -635015.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -635039.562500 Penalty: 4382.913574
	Iteration 19Q: 3 clusters Score -635039.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -635058.187500 Penalty: 4382.913574
	Iteration 20F: 3 clusters Score -635058.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -635076.062500 Penalty: 4382.913574
	Iteration 21Q: 3 clusters Score -635076.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -635086.125000 Penalty: 4382.913574
	Iteration 22Q: 3 clusters Score -635086.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -635096.000000 Penalty: 4382.913574
	Iteration 23Q: 3 clusters Score -635096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -635107.000000 Penalty: 4382.913574
	Iteration 24Q: 3 clusters Score -635107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -635121.312500 Penalty: 4382.913574
	Iteration 25Q: 3 clusters Score -635121.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -635134.062500 Penalty: 4382.913574
	Iteration 26Q: 3 clusters Score -635134.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -635144.312500 Penalty: 4382.913574
	Iteration 27Q: 3 clusters Score -635144.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -635150.187500 Penalty: 4382.913574
	Iteration 28Q: 3 clusters Score -635150.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -635154.250000 Penalty: 4382.913574
	Iteration 29Q: 3 clusters Score -635154.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -635157.812500 Penalty: 4382.913574
	Iteration 30Q: 3 clusters Score -635157.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -635161.937500 Penalty: 4382.913574
	Iteration 31Q: 3 clusters Score -635161.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -635163.687500 Penalty: 4382.913574
	Iteration 32Q: 3 clusters Score -635163.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -635168.937500 Penalty: 4382.913574
	Iteration 33Q: 3 clusters Score -635168.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -635170.687500 Penalty: 4382.913574
	Iteration 34Q: 3 clusters Score -635170.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -635172.625000 Penalty: 4382.913574
	Iteration 35Q: 3 clusters Score -635172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -635175.625000 Penalty: 4382.913574
	Iteration 36Q: 3 clusters Score -635175.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -635180.125000 Penalty: 4382.913574
	Iteration 37Q: 3 clusters Score -635180.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -635184.625000 Penalty: 4382.913574
	Iteration 38Q: 3 clusters Score -635184.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -635190.937500 Penalty: 4382.913574
	Iteration 39Q: 3 clusters Score -635190.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -635196.937500 Penalty: 4382.913574
	Iteration 40F: 3 clusters Score -635196.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -635201.875000 Penalty: 4382.913574
	Iteration 41Q: 3 clusters Score -635201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -635204.437500 Penalty: 4382.913574
	Iteration 42Q: 3 clusters Score -635204.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -635206.375000 Penalty: 4382.913574
	Iteration 43Q: 3 clusters Score -635206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -635209.125000 Penalty: 4382.913574
	Iteration 44Q: 3 clusters Score -635209.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -635215.500000 Penalty: 4382.913574
	Iteration 45Q: 3 clusters Score -635215.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -635218.562500 Penalty: 4382.913574
	Iteration 46Q: 3 clusters Score -635218.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -635220.812500 Penalty: 4382.913574
	Iteration 47Q: 3 clusters Score -635220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -635221.937500 Penalty: 4382.913574
	Iteration 48Q: 3 clusters Score -635221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -635222.875000 Penalty: 4382.913574
	Iteration 49Q: 3 clusters Score -635222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -635224.750000 Penalty: 4382.913574
	Iteration 50Q: 3 clusters Score -635224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -635226.250000 Penalty: 4382.913574
	Iteration 51Q: 3 clusters Score -635226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -635225.500000 Penalty: 4382.913574
	Iteration 52Q: 3 clusters Score -635225.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -635226.437500 Penalty: 4382.913574
	Iteration 53Q: 3 clusters Score -635226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -635226.437500 Penalty: 4382.913574
	Iteration 54F: 3 clusters Score -635226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (54377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Entering Unmasked Estep 
Score: -5735998.000000 Penalty: 2704.116943
	Iteration 0F: 2 clusters Score -5735998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -5699202.000000 Penalty: 5408.233887
	Iteration 0F: 3 clusters Score -5699202 nChanged 25354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -5714157.000000 Penalty: 5408.233887
	Iteration 1F: 3 clusters Score -5714157 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -5715206.000000 Penalty: 5408.233887
	Iteration 2Q: 3 clusters Score -5715206 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -5716281.500000 Penalty: 5408.233887
	Iteration 3Q: 3 clusters Score -5716282 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -5717669.000000 Penalty: 5408.233887
	Iteration 4Q: 3 clusters Score -5717669 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -5719299.500000 Penalty: 5408.233887
	Iteration 5F: 3 clusters Score -5719300 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -5721229.500000 Penalty: 5408.233887
	Iteration 6F: 3 clusters Score -5721230 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5723352.000000 Penalty: 5408.233887
	Iteration 7F: 3 clusters Score -5723352 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -5725464.500000 Penalty: 5408.233887
	Iteration 8F: 3 clusters Score -5725464 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -5727337.000000 Penalty: 5408.233887
	Iteration 9F: 3 clusters Score -5727337 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -5728950.500000 Penalty: 5408.233887
	Iteration 10Q: 3 clusters Score -5728950 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -5730125.000000 Penalty: 5408.233887
	Iteration 11Q: 3 clusters Score -5730125 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -5731008.000000 Penalty: 5408.233887
	Iteration 12Q: 3 clusters Score -5731008 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -5731615.000000 Penalty: 5408.233887
	Iteration 13Q: 3 clusters Score -5731615 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -5732102.000000 Penalty: 5408.233887
	Iteration 14Q: 3 clusters Score -5732102 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -5732581.500000 Penalty: 5408.233887
	Iteration 15Q: 3 clusters Score -5732582 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -5733058.500000 Penalty: 5408.233887
	Iteration 16Q: 3 clusters Score -5733058 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -5733539.500000 Penalty: 5408.233887
	Iteration 17Q: 3 clusters Score -5733540 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -5734013.000000 Penalty: 5408.233887
	Iteration 18Q: 3 clusters Score -5734013 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -5734412.500000 Penalty: 5408.233887
	Iteration 19Q: 3 clusters Score -5734412 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -5734814.000000 Penalty: 5408.233887
	Iteration 20F: 3 clusters Score -5734814 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -5735117.000000 Penalty: 5408.233887
	Iteration 21Q: 3 clusters Score -5735117 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -5735335.500000 Penalty: 5408.233887
	Iteration 22Q: 3 clusters Score -5735336 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -5735528.000000 Penalty: 5408.233887
	Iteration 23Q: 3 clusters Score -5735528 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -5735641.000000 Penalty: 5408.233887
	Iteration 24Q: 3 clusters Score -5735641 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -5735724.000000 Penalty: 5408.233887
	Iteration 25Q: 3 clusters Score -5735724 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -5735810.000000 Penalty: 5408.233887
	Iteration 26Q: 3 clusters Score -5735810 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -5735888.000000 Penalty: 5408.233887
	Iteration 27Q: 3 clusters Score -5735888 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -5735984.500000 Penalty: 5408.233887
	Iteration 28Q: 3 clusters Score -5735984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -5736035.500000 Penalty: 5408.233887
	Iteration 29Q: 3 clusters Score -5736036 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -5736112.500000 Penalty: 5408.233887
	Iteration 30Q: 3 clusters Score -5736112 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5736185.500000 Penalty: 5408.233887
	Iteration 31Q: 3 clusters Score -5736186 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5736275.500000 Penalty: 5408.233887
	Iteration 32Q: 3 clusters Score -5736276 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -5736368.000000 Penalty: 5408.233887
	Iteration 33Q: 3 clusters Score -5736368 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -5736478.500000 Penalty: 5408.233887
	Iteration 34Q: 3 clusters Score -5736478 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5736559.500000 Penalty: 5408.233887
	Iteration 35Q: 3 clusters Score -5736560 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -5736606.500000 Penalty: 5408.233887
	Iteration 36Q: 3 clusters Score -5736606 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5736635.000000 Penalty: 5408.233887
	Iteration 37Q: 3 clusters Score -5736635 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -5736660.000000 Penalty: 5408.233887
	Iteration 38Q: 3 clusters Score -5736660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5736676.500000 Penalty: 5408.233887
	Iteration 39Q: 3 clusters Score -5736676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -5736693.500000 Penalty: 5408.233887
	Iteration 40F: 3 clusters Score -5736694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5736700.500000 Penalty: 5408.233887
	Iteration 41Q: 3 clusters Score -5736700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5736704.000000 Penalty: 5408.233887
	Iteration 42Q: 3 clusters Score -5736704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5736700.500000 Penalty: 5408.233887
	Iteration 43Q: 3 clusters Score -5736700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5736711.000000 Penalty: 5408.233887
	Iteration 44Q: 3 clusters Score -5736711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -5736716.500000 Penalty: 5408.233887
	Iteration 45Q: 3 clusters Score -5736716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5736713.000000 Penalty: 5408.233887
	Iteration 46Q: 3 clusters Score -5736713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5736714.000000 Penalty: 5408.233887
	Iteration 47Q: 3 clusters Score -5736714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -5736719.000000 Penalty: 5408.233887
	Iteration 48Q: 3 clusters Score -5736719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5736722.500000 Penalty: 5408.233887
	Iteration 49Q: 3 clusters Score -5736722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5736718.000000 Penalty: 5408.233887
	Iteration 50Q: 3 clusters Score -5736718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5736719.000000 Penalty: 5408.233887
	Iteration 51Q: 3 clusters Score -5736719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5736722.500000 Penalty: 5408.233887
	Iteration 52Q: 3 clusters Score -5736722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5736727.500000 Penalty: 5408.233887
	Iteration 53Q: 3 clusters Score -5736728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5736734.000000 Penalty: 5408.233887
	Iteration 54Q: 3 clusters Score -5736734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5736728.000000 Penalty: 5408.233887
	Iteration 55Q: 3 clusters Score -5736728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5736736.500000 Penalty: 5408.233887
	Iteration 56Q: 3 clusters Score -5736736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5736733.000000 Penalty: 5408.233887
	Iteration 57Q: 3 clusters Score -5736733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -5736739.500000 Penalty: 5408.233887
	Iteration 58Q: 3 clusters Score -5736740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5736734.000000 Penalty: 5408.233887
	Iteration 59Q: 3 clusters Score -5736734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5736741.000000 Penalty: 5408.233887
	Iteration 60F: 3 clusters Score -5736741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5736738.000000 Penalty: 5408.233887
	Iteration 61Q: 3 clusters Score -5736738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5736734.500000 Penalty: 5408.233887
	Iteration 62Q: 3 clusters Score -5736734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5736737.500000 Penalty: 5408.233887
	Iteration 63Q: 3 clusters Score -5736738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5736737.500000 Penalty: 5408.233887
	Iteration 64F: 3 clusters Score -5736738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 50409 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 3968 members 
Entering Unmasked Estep 
Score: -139275008.000000 Penalty: 219852.140625
Splitting cluster 61 changes total score from -139274656.000000 to -139275008.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 62 (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: -52593.453125 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -52593.45 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 269 members 
Entering Unmasked Estep 
Score: -51058.066406 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -51058.07 nChanged 115
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: -51271.085938 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -51271.09 nChanged 28
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: -51323.628906 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -51323.63 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: -51348.152344 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -51348.15 nChanged 9
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: -51365.023438 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -51365.02 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: -51374.925781 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -51374.93 nChanged 2
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: -51377.390625 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -51377.39 nChanged 1
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: -51384.187500 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -51384.19 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: -51388.562500 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -51388.56 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: -51392.285156 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -51392.29 nChanged 3
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: -51400.519531 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -51400.52 nChanged 4
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: -51410.203125 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -51410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51418.234375 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -51418.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51418.234375 Penalty: 3122.451904
	Iteration 13F: 3 clusters Score -51418.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 129296 members 
Mstep: Class 8 contains 213225 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 141704 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 12435 members 
Mstep: Class 25 contains 16045 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4751 members 
Mstep: Class 37 contains 6006 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12345 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11592 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17422 members 
Mstep: Class 45 contains 1053 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 4525 members 
Mstep: Class 48 contains 6896 members 
Mstep: Class 49 contains 24006 members 
Mstep: Class 50 contains 8537 members 
Mstep: Class 51 contains 13658 members 
Mstep: Class 52 contains 22049 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19184 members 
Mstep: Class 55 contains 2557 members 
Mstep: Class 56 contains 5003 members 
Mstep: Class 57 contains 38213 members 
Mstep: Class 58 contains 1883 members 
Mstep: Class 59 contains 2948 members 
Mstep: Class 60 contains 6881 members 
Mstep: Class 61 contains 50409 members 
Mstep: Class 62 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139275424.000000 Penalty: 219852.140625
Iteration 159Q: 64 clusters Score -1.392754e+08 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 109706 members 
Mstep: Class 2 contains 13938 members 
Mstep: Class 3 contains 51283 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 129291 members 
Mstep: Class 8 contains 213768 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25739 members 
Mstep: Class 11 contains 11830 members 
Mstep: Class 12 contains 13299 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46601 members 
Mstep: Class 15 contains 14473 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 4627 members 
Mstep: Class 18 contains 6231 members 
Mstep: Class 19 contains 141673 members 
Mstep: Class 20 contains 2453 members 
Mstep: Class 21 contains 8089 members 
Mstep: Class 22 contains 18109 members 
Mstep: Class 23 contains 10628 members 
Mstep: Class 24 contains 12449 members 
Mstep: Class 25 contains 15888 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20525 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27238 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 29548 members 
Mstep: Class 32 contains 8577 members 
Mstep: Class 33 contains 4691 members 
Mstep: Class 34 contains 15422 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 4741 members 
Mstep: Class 37 contains 6004 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12347 members 
Mstep: Class 40 contains 4521 members 
Mstep: Class 41 contains 7260 members 
Mstep: Class 42 contains 11594 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17405 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6843 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 6921 members 
Mstep: Class 49 contains 24052 members 
Mstep: Class 50 contains 8505 members 
Mstep: Class 51 contains 13666 members 
Mstep: Class 52 contains 22046 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 19174 members 
Mstep: Class 55 contains 2580 members 
Mstep: Class 56 contains 4999 members 
Mstep: Class 57 contains 38232 members 
Mstep: Class 58 contains 1872 members 
Mstep: Class 59 contains 2949 members 
Mstep: Class 60 contains 6907 members 
Mstep: Class 61 contains 49701 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139276544.000000 Penalty: 219852.140625
Iteration 160F: 64 clusters Score -1.392765e+08 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 13940 members 
Mstep: Class 3 contains 51341 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 10433 members 
Mstep: Class 7 contains 129285 members 
Mstep: Class 8 contains 213410 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25675 members 
Mstep: Class 11 contains 11817 members 
Mstep: Class 12 contains 13332 members 
Mstep: Class 13 contains 3659 members 
Mstep: Class 14 contains 46607 members 
Mstep: Class 15 contains 14470 members 
Mstep: Class 16 contains 5706 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 141644 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 8082 members 
Mstep: Class 22 contains 18110 members 
Mstep: Class 23 contains 10625 members 
Mstep: Class 24 contains 12444 members 
Mstep: Class 25 contains 15730 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20574 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 27220 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 29547 members 
Mstep: Class 32 contains 8556 members 
Mstep: Class 33 contains 4691 members 
Mstep: Class 34 contains 15429 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4737 members 
Mstep: Class 37 contains 6000 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12346 members 
Mstep: Class 40 contains 4521 members 
Mstep: Class 41 contains 7261 members 
Mstep: Class 42 contains 11610 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17384 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6839 members 
Mstep: Class 47 contains 4541 members 
Mstep: Class 48 contains 6943 members 
Mstep: Class 49 contains 24070 members 
Mstep: Class 50 contains 8456 members 
Mstep: Class 51 contains 13686 members 
Mstep: Class 52 contains 22037 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 19163 members 
Mstep: Class 55 contains 2604 members 
Mstep: Class 56 contains 4997 members 
Mstep: Class 57 contains 38249 members 
Mstep: Class 58 contains 1870 members 
Mstep: Class 59 contains 2950 members 
Mstep: Class 60 contains 6945 members 
Mstep: Class 61 contains 49181 members 
Mstep: Class 62 contains 542 members 
Mstep: Class 63 contains 4791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139277632.000000 Penalty: 219852.140625
Iteration 161Q: 64 clusters Score -1.392776e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 13950 members 
Mstep: Class 3 contains 51368 members 
Mstep: Class 4 contains 7692 members 
Mstep: Class 5 contains 5782 members 
Mstep: Class 6 contains 10606 members 
Mstep: Class 7 contains 129277 members 
Mstep: Class 8 contains 213205 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25624 members 
Mstep: Class 11 contains 11798 members 
Mstep: Class 12 contains 13360 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 46611 members 
Mstep: Class 15 contains 14454 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 18 contains 6245 members 
Mstep: Class 19 contains 141615 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 8090 members 
Mstep: Class 22 contains 18106 members 
Mstep: Class 23 contains 10624 members 
Mstep: Class 24 contains 12449 members 
Mstep: Class 25 contains 15627 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20612 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27204 members 
Mstep: Class 30 contains 11024 members 
Mstep: Class 31 contains 29539 members 
Mstep: Class 32 contains 8527 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15427 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 4731 members 
Mstep: Class 37 contains 5998 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12343 members 
Mstep: Class 40 contains 4517 members 
Mstep: Class 41 contains 7262 members 
Mstep: Class 42 contains 11617 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17367 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6834 members 
Mstep: Class 47 contains 4531 members 
Mstep: Class 48 contains 6954 members 
Mstep: Class 49 contains 24078 members 
Mstep: Class 50 contains 8417 members 
Mstep: Class 51 contains 13707 members 
Mstep: Class 52 contains 22023 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 19153 members 
Mstep: Class 55 contains 2625 members 
Mstep: Class 56 contains 4985 members 
Mstep: Class 57 contains 38269 members 
Mstep: Class 58 contains 1861 members 
Mstep: Class 59 contains 2955 members 
Mstep: Class 60 contains 6981 members 
Mstep: Class 61 contains 48859 members 
Mstep: Class 62 contains 544 members 
Mstep: Class 63 contains 5295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139278544.000000 Penalty: 219852.140625
Iteration 162Q: 64 clusters Score -1.392785e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109708 members 
Mstep: Class 2 contains 13953 members 
Mstep: Class 3 contains 51395 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 5773 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 129259 members 
Mstep: Class 8 contains 213121 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25576 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 12 contains 13389 members 
Mstep: Class 13 contains 3663 members 
Mstep: Class 14 contains 46617 members 
Mstep: Class 15 contains 14430 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 17 contains 4547 members 
Mstep: Class 18 contains 6250 members 
Mstep: Class 19 contains 141575 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 8083 members 
Mstep: Class 22 contains 18099 members 
Mstep: Class 23 contains 10622 members 
Mstep: Class 24 contains 12470 members 
Mstep: Class 25 contains 15569 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20651 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27191 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 29528 members 
Mstep: Class 32 contains 8509 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15422 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4727 members 
Mstep: Class 37 contains 5998 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12339 members 
Mstep: Class 40 contains 4510 members 
Mstep: Class 41 contains 7264 members 
Mstep: Class 42 contains 11613 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17361 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 4515 members 
Mstep: Class 48 contains 6969 members 
Mstep: Class 49 contains 24098 members 
Mstep: Class 50 contains 8365 members 
Mstep: Class 51 contains 13729 members 
Mstep: Class 52 contains 22011 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 19147 members 
Mstep: Class 55 contains 2649 members 
Mstep: Class 56 contains 4979 members 
Mstep: Class 57 contains 38290 members 
Mstep: Class 58 contains 1860 members 
Mstep: Class 59 contains 2956 members 
Mstep: Class 60 contains 6990 members 
Mstep: Class 61 contains 48544 members 
Mstep: Class 62 contains 545 members 
Mstep: Class 63 contains 5668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279104.000000 Penalty: 219852.140625
Iteration 163Q: 64 clusters Score -1.392791e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 13947 members 
Mstep: Class 3 contains 51425 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 10824 members 
Mstep: Class 7 contains 129237 members 
Mstep: Class 8 contains 213087 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25523 members 
Mstep: Class 11 contains 11771 members 
Mstep: Class 12 contains 13401 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 46628 members 
Mstep: Class 15 contains 14379 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 6252 members 
Mstep: Class 19 contains 141536 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 8071 members 
Mstep: Class 22 contains 18089 members 
Mstep: Class 23 contains 10613 members 
Mstep: Class 24 contains 12467 members 
Mstep: Class 25 contains 15531 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20686 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27180 members 
Mstep: Class 30 contains 11024 members 
Mstep: Class 31 contains 29524 members 
Mstep: Class 32 contains 8486 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 15417 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4723 members 
Mstep: Class 37 contains 6000 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12340 members 
Mstep: Class 40 contains 4511 members 
Mstep: Class 41 contains 7265 members 
Mstep: Class 42 contains 11623 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17374 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 4477 members 
Mstep: Class 48 contains 6976 members 
Mstep: Class 49 contains 24110 members 
Mstep: Class 50 contains 8336 members 
Mstep: Class 51 contains 13750 members 
Mstep: Class 52 contains 22002 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19149 members 
Mstep: Class 55 contains 2667 members 
Mstep: Class 56 contains 4980 members 
Mstep: Class 57 contains 38310 members 
Mstep: Class 58 contains 1857 members 
Mstep: Class 59 contains 2959 members 
Mstep: Class 60 contains 6998 members 
Mstep: Class 61 contains 48243 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 5987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279280.000000 Penalty: 219852.140625
Iteration 164Q: 64 clusters Score -1.392793e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 13940 members 
Mstep: Class 3 contains 51477 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 10905 members 
Mstep: Class 7 contains 129212 members 
Mstep: Class 8 contains 213043 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25459 members 
Mstep: Class 11 contains 11760 members 
Mstep: Class 12 contains 13417 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 14 contains 46643 members 
Mstep: Class 15 contains 14342 members 
Mstep: Class 16 contains 5745 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 6258 members 
Mstep: Class 19 contains 141512 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 8057 members 
Mstep: Class 22 contains 18085 members 
Mstep: Class 23 contains 10597 members 
Mstep: Class 24 contains 12465 members 
Mstep: Class 25 contains 15495 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20736 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27166 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 29523 members 
Mstep: Class 32 contains 8478 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 15408 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4717 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12335 members 
Mstep: Class 40 contains 4505 members 
Mstep: Class 41 contains 7267 members 
Mstep: Class 42 contains 11631 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17392 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 4460 members 
Mstep: Class 48 contains 6984 members 
Mstep: Class 49 contains 24120 members 
Mstep: Class 50 contains 8314 members 
Mstep: Class 51 contains 13761 members 
Mstep: Class 52 contains 21994 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19143 members 
Mstep: Class 55 contains 2679 members 
Mstep: Class 56 contains 4976 members 
Mstep: Class 57 contains 38323 members 
Mstep: Class 58 contains 1858 members 
Mstep: Class 59 contains 2962 members 
Mstep: Class 60 contains 7002 members 
Mstep: Class 61 contains 48003 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279296.000000 Penalty: 219852.140625
Iteration 165Q: 64 clusters Score -1.392793e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 13946 members 
Mstep: Class 3 contains 51511 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 129185 members 
Mstep: Class 8 contains 213018 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25407 members 
Mstep: Class 11 contains 11754 members 
Mstep: Class 12 contains 13449 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 14 contains 46651 members 
Mstep: Class 15 contains 14326 members 
Mstep: Class 16 contains 5734 members 
Mstep: Class 17 contains 4495 members 
Mstep: Class 18 contains 6258 members 
Mstep: Class 19 contains 141488 members 
Mstep: Class 20 contains 2699 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 18084 members 
Mstep: Class 23 contains 10576 members 
Mstep: Class 24 contains 12467 members 
Mstep: Class 25 contains 15468 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20764 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27146 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 29533 members 
Mstep: Class 32 contains 8466 members 
Mstep: Class 33 contains 4686 members 
Mstep: Class 34 contains 15404 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4712 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12329 members 
Mstep: Class 40 contains 4498 members 
Mstep: Class 41 contains 7267 members 
Mstep: Class 42 contains 11641 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17406 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6826 members 
Mstep: Class 47 contains 4454 members 
Mstep: Class 48 contains 6986 members 
Mstep: Class 49 contains 24124 members 
Mstep: Class 50 contains 8293 members 
Mstep: Class 51 contains 13766 members 
Mstep: Class 52 contains 21986 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19136 members 
Mstep: Class 55 contains 2692 members 
Mstep: Class 56 contains 4968 members 
Mstep: Class 57 contains 38336 members 
Mstep: Class 58 contains 1853 members 
Mstep: Class 59 contains 2965 members 
Mstep: Class 60 contains 7005 members 
Mstep: Class 61 contains 47763 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 6494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279680.000000 Penalty: 219852.140625
Iteration 166Q: 64 clusters Score -1.392797e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109707 members 
Mstep: Class 2 contains 13948 members 
Mstep: Class 3 contains 51543 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 129165 members 
Mstep: Class 8 contains 213007 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25361 members 
Mstep: Class 11 contains 11741 members 
Mstep: Class 12 contains 13475 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 46662 members 
Mstep: Class 15 contains 14311 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 4482 members 
Mstep: Class 18 contains 6258 members 
Mstep: Class 19 contains 141468 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 18077 members 
Mstep: Class 23 contains 10559 members 
Mstep: Class 24 contains 12472 members 
Mstep: Class 25 contains 15447 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20794 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27128 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 29544 members 
Mstep: Class 32 contains 8458 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15406 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4709 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12329 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 7266 members 
Mstep: Class 42 contains 11658 members 
Mstep: Class 43 contains 5542 members 
Mstep: Class 44 contains 17419 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6823 members 
Mstep: Class 47 contains 4444 members 
Mstep: Class 48 contains 6981 members 
Mstep: Class 49 contains 24136 members 
Mstep: Class 50 contains 8274 members 
Mstep: Class 51 contains 13768 members 
Mstep: Class 52 contains 21984 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19133 members 
Mstep: Class 55 contains 2699 members 
Mstep: Class 56 contains 4965 members 
Mstep: Class 57 contains 38348 members 
Mstep: Class 58 contains 1853 members 
Mstep: Class 59 contains 2965 members 
Mstep: Class 60 contains 7003 members 
Mstep: Class 61 contains 47519 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 6726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279856.000000 Penalty: 219852.140625
Iteration 167Q: 64 clusters Score -1.392799e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 13948 members 
Mstep: Class 3 contains 51569 members 
Mstep: Class 4 contains 7730 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 129148 members 
Mstep: Class 8 contains 213000 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25312 members 
Mstep: Class 11 contains 11727 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 46663 members 
Mstep: Class 15 contains 14297 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 4474 members 
Mstep: Class 18 contains 6257 members 
Mstep: Class 19 contains 141459 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 18076 members 
Mstep: Class 23 contains 10542 members 
Mstep: Class 24 contains 12490 members 
Mstep: Class 25 contains 15427 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20827 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27111 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 29554 members 
Mstep: Class 32 contains 8449 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15406 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4702 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12325 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 7267 members 
Mstep: Class 42 contains 11670 members 
Mstep: Class 43 contains 5543 members 
Mstep: Class 44 contains 17441 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6823 members 
Mstep: Class 47 contains 4446 members 
Mstep: Class 48 contains 6979 members 
Mstep: Class 49 contains 24142 members 
Mstep: Class 50 contains 8240 members 
Mstep: Class 51 contains 13769 members 
Mstep: Class 52 contains 21980 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19131 members 
Mstep: Class 55 contains 2701 members 
Mstep: Class 56 contains 4960 members 
Mstep: Class 57 contains 38359 members 
Mstep: Class 58 contains 1848 members 
Mstep: Class 59 contains 2966 members 
Mstep: Class 60 contains 6997 members 
Mstep: Class 61 contains 47298 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 6934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279872.000000 Penalty: 219852.140625
Iteration 168Q: 64 clusters Score -1.392799e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 13950 members 
Mstep: Class 3 contains 51592 members 
Mstep: Class 4 contains 7733 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11149 members 
Mstep: Class 7 contains 129141 members 
Mstep: Class 8 contains 212984 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25250 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 13527 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 46665 members 
Mstep: Class 15 contains 14277 members 
Mstep: Class 16 contains 5714 members 
Mstep: Class 17 contains 4472 members 
Mstep: Class 18 contains 6256 members 
Mstep: Class 19 contains 141448 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 8085 members 
Mstep: Class 22 contains 18075 members 
Mstep: Class 23 contains 10535 members 
Mstep: Class 24 contains 12500 members 
Mstep: Class 25 contains 15413 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20864 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27093 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 29557 members 
Mstep: Class 32 contains 8443 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15403 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4694 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12324 members 
Mstep: Class 40 contains 4474 members 
Mstep: Class 41 contains 7264 members 
Mstep: Class 42 contains 11688 members 
Mstep: Class 43 contains 5544 members 
Mstep: Class 44 contains 17469 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6823 members 
Mstep: Class 47 contains 4453 members 
Mstep: Class 48 contains 6984 members 
Mstep: Class 49 contains 24152 members 
Mstep: Class 50 contains 8218 members 
Mstep: Class 51 contains 13772 members 
Mstep: Class 52 contains 21973 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19128 members 
Mstep: Class 55 contains 2692 members 
Mstep: Class 56 contains 4955 members 
Mstep: Class 57 contains 38363 members 
Mstep: Class 58 contains 1849 members 
Mstep: Class 59 contains 2967 members 
Mstep: Class 60 contains 6997 members 
Mstep: Class 61 contains 47098 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280016.000000 Penalty: 219852.140625
Iteration 169Q: 64 clusters Score -1.3928e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 13951 members 
Mstep: Class 3 contains 51616 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 11179 members 
Mstep: Class 7 contains 129131 members 
Mstep: Class 8 contains 212983 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25184 members 
Mstep: Class 11 contains 11703 members 
Mstep: Class 12 contains 13553 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 46672 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 5711 members 
Mstep: Class 17 contains 4465 members 
Mstep: Class 18 contains 6257 members 
Mstep: Class 19 contains 141434 members 
Mstep: Class 20 contains 2827 members 
Mstep: Class 21 contains 8101 members 
Mstep: Class 22 contains 18072 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 12509 members 
Mstep: Class 25 contains 15401 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20902 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27071 members 
Mstep: Class 30 contains 11022 members 
Mstep: Class 31 contains 29558 members 
Mstep: Class 32 contains 8436 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15401 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4690 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12322 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 7265 members 
Mstep: Class 42 contains 11701 members 
Mstep: Class 43 contains 5542 members 
Mstep: Class 44 contains 17492 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6823 members 
Mstep: Class 47 contains 4462 members 
Mstep: Class 48 contains 6989 members 
Mstep: Class 49 contains 24159 members 
Mstep: Class 50 contains 8195 members 
Mstep: Class 51 contains 13778 members 
Mstep: Class 52 contains 21969 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19122 members 
Mstep: Class 55 contains 2689 members 
Mstep: Class 56 contains 4950 members 
Mstep: Class 57 contains 38374 members 
Mstep: Class 58 contains 1847 members 
Mstep: Class 59 contains 2966 members 
Mstep: Class 60 contains 7005 members 
Mstep: Class 61 contains 46899 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280336.000000 Penalty: 219852.140625
Iteration 170Q: 64 clusters Score -1.392803e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 13955 members 
Mstep: Class 3 contains 51647 members 
Mstep: Class 4 contains 7740 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11198 members 
Mstep: Class 7 contains 129122 members 
Mstep: Class 8 contains 212982 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25117 members 
Mstep: Class 11 contains 11690 members 
Mstep: Class 12 contains 13576 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 46669 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 17 contains 4456 members 
Mstep: Class 18 contains 6259 members 
Mstep: Class 19 contains 141417 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 8100 members 
Mstep: Class 22 contains 18068 members 
Mstep: Class 23 contains 10529 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20948 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27050 members 
Mstep: Class 30 contains 11021 members 
Mstep: Class 31 contains 29562 members 
Mstep: Class 32 contains 8434 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15402 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4688 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12320 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 7266 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 5542 members 
Mstep: Class 44 contains 17514 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6820 members 
Mstep: Class 47 contains 4469 members 
Mstep: Class 48 contains 6993 members 
Mstep: Class 49 contains 24175 members 
Mstep: Class 50 contains 8180 members 
Mstep: Class 51 contains 13785 members 
Mstep: Class 52 contains 21961 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19120 members 
Mstep: Class 55 contains 2687 members 
Mstep: Class 56 contains 4946 members 
Mstep: Class 57 contains 38379 members 
Mstep: Class 58 contains 1844 members 
Mstep: Class 59 contains 2967 members 
Mstep: Class 60 contains 7008 members 
Mstep: Class 61 contains 46708 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 7439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280640.000000 Penalty: 219852.140625
Iteration 171Q: 64 clusters Score -1.392806e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109716 members 
Mstep: Class 2 contains 13962 members 
Mstep: Class 3 contains 51672 members 
Mstep: Class 4 contains 7741 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11212 members 
Mstep: Class 7 contains 129112 members 
Mstep: Class 8 contains 212982 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 25051 members 
Mstep: Class 11 contains 11679 members 
Mstep: Class 12 contains 13597 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46670 members 
Mstep: Class 15 contains 14253 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 6263 members 
Mstep: Class 19 contains 141396 members 
Mstep: Class 20 contains 2860 members 
Mstep: Class 21 contains 8102 members 
Mstep: Class 22 contains 18066 members 
Mstep: Class 23 contains 10529 members 
Mstep: Class 24 contains 12530 members 
Mstep: Class 25 contains 15384 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 20986 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27028 members 
Mstep: Class 30 contains 11021 members 
Mstep: Class 31 contains 29569 members 
Mstep: Class 32 contains 8441 members 
Mstep: Class 33 contains 4686 members 
Mstep: Class 34 contains 15401 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 4683 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12320 members 
Mstep: Class 40 contains 4464 members 
Mstep: Class 41 contains 7268 members 
Mstep: Class 42 contains 11743 members 
Mstep: Class 43 contains 5541 members 
Mstep: Class 44 contains 17536 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6820 members 
Mstep: Class 47 contains 4473 members 
Mstep: Class 48 contains 6994 members 
Mstep: Class 49 contains 24186 members 
Mstep: Class 50 contains 8164 members 
Mstep: Class 51 contains 13791 members 
Mstep: Class 52 contains 21956 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19119 members 
Mstep: Class 55 contains 2684 members 
Mstep: Class 56 contains 4947 members 
Mstep: Class 57 contains 38390 members 
Mstep: Class 58 contains 1842 members 
Mstep: Class 59 contains 2970 members 
Mstep: Class 60 contains 7010 members 
Mstep: Class 61 contains 46543 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280672.000000 Penalty: 219852.140625
Iteration 172Q: 64 clusters Score -1.392807e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 13970 members 
Mstep: Class 3 contains 51699 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11227 members 
Mstep: Class 7 contains 129109 members 
Mstep: Class 8 contains 212983 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24990 members 
Mstep: Class 11 contains 11667 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46670 members 
Mstep: Class 15 contains 14239 members 
Mstep: Class 16 contains 5680 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 6264 members 
Mstep: Class 19 contains 141377 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 8098 members 
Mstep: Class 22 contains 18062 members 
Mstep: Class 23 contains 10525 members 
Mstep: Class 24 contains 12539 members 
Mstep: Class 25 contains 15371 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21017 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 27008 members 
Mstep: Class 30 contains 11019 members 
Mstep: Class 31 contains 29582 members 
Mstep: Class 32 contains 8443 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 15395 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4681 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12318 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7269 members 
Mstep: Class 42 contains 11760 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17573 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6818 members 
Mstep: Class 47 contains 4478 members 
Mstep: Class 48 contains 6995 members 
Mstep: Class 49 contains 24204 members 
Mstep: Class 50 contains 8149 members 
Mstep: Class 51 contains 13796 members 
Mstep: Class 52 contains 21954 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19114 members 
Mstep: Class 55 contains 2688 members 
Mstep: Class 56 contains 4947 members 
Mstep: Class 57 contains 38399 members 
Mstep: Class 58 contains 1841 members 
Mstep: Class 59 contains 2974 members 
Mstep: Class 60 contains 7012 members 
Mstep: Class 61 contains 46387 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 7724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280784.000000 Penalty: 219852.140625
Iteration 173Q: 64 clusters Score -1.392808e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 13977 members 
Mstep: Class 3 contains 51738 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 129104 members 
Mstep: Class 8 contains 212971 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24922 members 
Mstep: Class 11 contains 11659 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46672 members 
Mstep: Class 15 contains 14226 members 
Mstep: Class 16 contains 5667 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 6261 members 
Mstep: Class 19 contains 141369 members 
Mstep: Class 20 contains 2881 members 
Mstep: Class 21 contains 8099 members 
Mstep: Class 22 contains 18059 members 
Mstep: Class 23 contains 10517 members 
Mstep: Class 24 contains 12548 members 
Mstep: Class 25 contains 15375 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21055 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26995 members 
Mstep: Class 30 contains 11020 members 
Mstep: Class 31 contains 29594 members 
Mstep: Class 32 contains 8443 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 15392 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4679 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12317 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7270 members 
Mstep: Class 42 contains 11775 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17585 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6818 members 
Mstep: Class 47 contains 4479 members 
Mstep: Class 48 contains 6998 members 
Mstep: Class 49 contains 24215 members 
Mstep: Class 50 contains 8136 members 
Mstep: Class 51 contains 13798 members 
Mstep: Class 52 contains 21956 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19108 members 
Mstep: Class 55 contains 2693 members 
Mstep: Class 56 contains 4943 members 
Mstep: Class 57 contains 38397 members 
Mstep: Class 58 contains 1837 members 
Mstep: Class 59 contains 2976 members 
Mstep: Class 60 contains 7012 members 
Mstep: Class 61 contains 46232 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280576.000000 Penalty: 219852.140625
Iteration 174Q: 64 clusters Score -1.392806e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 13987 members 
Mstep: Class 3 contains 51766 members 
Mstep: Class 4 contains 7741 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 129099 members 
Mstep: Class 8 contains 212959 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24852 members 
Mstep: Class 11 contains 11647 members 
Mstep: Class 12 contains 13652 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46673 members 
Mstep: Class 15 contains 14214 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 6259 members 
Mstep: Class 19 contains 141368 members 
Mstep: Class 20 contains 2891 members 
Mstep: Class 21 contains 8103 members 
Mstep: Class 22 contains 18056 members 
Mstep: Class 23 contains 10511 members 
Mstep: Class 24 contains 12571 members 
Mstep: Class 25 contains 15370 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21091 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26983 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29599 members 
Mstep: Class 32 contains 8443 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15391 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4679 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12318 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 7271 members 
Mstep: Class 42 contains 11798 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17601 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6819 members 
Mstep: Class 47 contains 4479 members 
Mstep: Class 48 contains 7000 members 
Mstep: Class 49 contains 24225 members 
Mstep: Class 50 contains 8119 members 
Mstep: Class 51 contains 13794 members 
Mstep: Class 52 contains 21952 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19104 members 
Mstep: Class 55 contains 2691 members 
Mstep: Class 56 contains 4941 members 
Mstep: Class 57 contains 38408 members 
Mstep: Class 58 contains 1837 members 
Mstep: Class 59 contains 2975 members 
Mstep: Class 60 contains 7018 members 
Mstep: Class 61 contains 46088 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 7974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280592.000000 Penalty: 219852.140625
Iteration 175Q: 64 clusters Score -1.392806e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 51796 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 129094 members 
Mstep: Class 8 contains 212961 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24789 members 
Mstep: Class 11 contains 11635 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46676 members 
Mstep: Class 15 contains 14205 members 
Mstep: Class 16 contains 5648 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 6262 members 
Mstep: Class 19 contains 141362 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 8102 members 
Mstep: Class 22 contains 18052 members 
Mstep: Class 23 contains 10506 members 
Mstep: Class 24 contains 12587 members 
Mstep: Class 25 contains 15362 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21126 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26966 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29607 members 
Mstep: Class 32 contains 8442 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15389 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4679 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12319 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 7271 members 
Mstep: Class 42 contains 11809 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17619 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6819 members 
Mstep: Class 47 contains 4478 members 
Mstep: Class 48 contains 7013 members 
Mstep: Class 49 contains 24238 members 
Mstep: Class 50 contains 8108 members 
Mstep: Class 51 contains 13801 members 
Mstep: Class 52 contains 21942 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19102 members 
Mstep: Class 55 contains 2692 members 
Mstep: Class 56 contains 4940 members 
Mstep: Class 57 contains 38421 members 
Mstep: Class 58 contains 1837 members 
Mstep: Class 59 contains 2977 members 
Mstep: Class 60 contains 7027 members 
Mstep: Class 61 contains 45951 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280704.000000 Penalty: 219852.140625
Iteration 176Q: 64 clusters Score -1.392807e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109707 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 51823 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 129080 members 
Mstep: Class 8 contains 212952 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24719 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46682 members 
Mstep: Class 15 contains 14206 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 6264 members 
Mstep: Class 19 contains 141355 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 8111 members 
Mstep: Class 22 contains 18037 members 
Mstep: Class 23 contains 10503 members 
Mstep: Class 24 contains 12612 members 
Mstep: Class 25 contains 15352 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21162 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26958 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29616 members 
Mstep: Class 32 contains 8442 members 
Mstep: Class 33 contains 4681 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4678 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12317 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7272 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17631 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6817 members 
Mstep: Class 47 contains 4477 members 
Mstep: Class 48 contains 7023 members 
Mstep: Class 49 contains 24255 members 
Mstep: Class 50 contains 8097 members 
Mstep: Class 51 contains 13809 members 
Mstep: Class 52 contains 21941 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19100 members 
Mstep: Class 55 contains 2695 members 
Mstep: Class 56 contains 4937 members 
Mstep: Class 57 contains 38435 members 
Mstep: Class 58 contains 1839 members 
Mstep: Class 59 contains 2978 members 
Mstep: Class 60 contains 7032 members 
Mstep: Class 61 contains 45841 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280672.000000 Penalty: 219852.140625
Iteration 177Q: 64 clusters Score -1.392807e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 13984 members 
Mstep: Class 3 contains 51835 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 5732 members 
Mstep: Class 6 contains 11310 members 
Mstep: Class 7 contains 129070 members 
Mstep: Class 8 contains 212961 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24641 members 
Mstep: Class 11 contains 11618 members 
Mstep: Class 12 contains 13695 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46682 members 
Mstep: Class 15 contains 14204 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 4401 members 
Mstep: Class 18 contains 6265 members 
Mstep: Class 19 contains 141341 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 8121 members 
Mstep: Class 22 contains 18032 members 
Mstep: Class 23 contains 10501 members 
Mstep: Class 24 contains 12625 members 
Mstep: Class 25 contains 15338 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21202 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26954 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29626 members 
Mstep: Class 32 contains 8441 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4676 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12318 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7273 members 
Mstep: Class 42 contains 11838 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17646 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6814 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7027 members 
Mstep: Class 49 contains 24264 members 
Mstep: Class 50 contains 8088 members 
Mstep: Class 51 contains 13813 members 
Mstep: Class 52 contains 21939 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19102 members 
Mstep: Class 55 contains 2697 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38453 members 
Mstep: Class 58 contains 1841 members 
Mstep: Class 59 contains 2980 members 
Mstep: Class 60 contains 7037 members 
Mstep: Class 61 contains 45733 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280512.000000 Penalty: 219852.140625
Iteration 178Q: 64 clusters Score -1.392805e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109704 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 51854 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11315 members 
Mstep: Class 7 contains 129067 members 
Mstep: Class 8 contains 212963 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24560 members 
Mstep: Class 11 contains 11607 members 
Mstep: Class 12 contains 13719 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46681 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 6266 members 
Mstep: Class 19 contains 141334 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 8125 members 
Mstep: Class 22 contains 18031 members 
Mstep: Class 23 contains 10499 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 15334 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21246 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26947 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29632 members 
Mstep: Class 32 contains 8434 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15385 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4676 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12319 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7273 members 
Mstep: Class 42 contains 11854 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17658 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6812 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7029 members 
Mstep: Class 49 contains 24272 members 
Mstep: Class 50 contains 8084 members 
Mstep: Class 51 contains 13819 members 
Mstep: Class 52 contains 21934 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19100 members 
Mstep: Class 55 contains 2701 members 
Mstep: Class 56 contains 4929 members 
Mstep: Class 57 contains 38459 members 
Mstep: Class 58 contains 1841 members 
Mstep: Class 59 contains 2980 members 
Mstep: Class 60 contains 7045 members 
Mstep: Class 61 contains 45643 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280432.000000 Penalty: 219852.140625
Iteration 179Q: 64 clusters Score -1.392804e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 13986 members 
Mstep: Class 3 contains 51869 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 11317 members 
Mstep: Class 7 contains 129059 members 
Mstep: Class 8 contains 212979 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24504 members 
Mstep: Class 11 contains 11599 members 
Mstep: Class 12 contains 13729 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46679 members 
Mstep: Class 15 contains 14198 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 6266 members 
Mstep: Class 19 contains 141329 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 8127 members 
Mstep: Class 22 contains 18031 members 
Mstep: Class 23 contains 10498 members 
Mstep: Class 24 contains 12629 members 
Mstep: Class 25 contains 15329 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21285 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26940 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29638 members 
Mstep: Class 32 contains 8427 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4675 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12319 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7275 members 
Mstep: Class 42 contains 11867 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17666 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7029 members 
Mstep: Class 49 contains 24278 members 
Mstep: Class 50 contains 8081 members 
Mstep: Class 51 contains 13828 members 
Mstep: Class 52 contains 21930 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19099 members 
Mstep: Class 55 contains 2703 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38465 members 
Mstep: Class 58 contains 1844 members 
Mstep: Class 59 contains 2982 members 
Mstep: Class 60 contains 7051 members 
Mstep: Class 61 contains 45551 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280384.000000 Penalty: 219852.140625
Iteration 180F: 64 clusters Score -1.392804e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 51883 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 11323 members 
Mstep: Class 7 contains 129054 members 
Mstep: Class 8 contains 212989 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24441 members 
Mstep: Class 11 contains 11594 members 
Mstep: Class 12 contains 13735 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46684 members 
Mstep: Class 15 contains 14200 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 6264 members 
Mstep: Class 19 contains 141328 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 18031 members 
Mstep: Class 23 contains 10495 members 
Mstep: Class 24 contains 12624 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21326 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26936 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29637 members 
Mstep: Class 32 contains 8418 members 
Mstep: Class 33 contains 4681 members 
Mstep: Class 34 contains 15389 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4676 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12319 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7278 members 
Mstep: Class 42 contains 11877 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17676 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7031 members 
Mstep: Class 49 contains 24285 members 
Mstep: Class 50 contains 8068 members 
Mstep: Class 51 contains 13835 members 
Mstep: Class 52 contains 21930 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19097 members 
Mstep: Class 55 contains 2704 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38472 members 
Mstep: Class 58 contains 1844 members 
Mstep: Class 59 contains 2988 members 
Mstep: Class 60 contains 7050 members 
Mstep: Class 61 contains 45478 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280336.000000 Penalty: 219852.140625
Iteration 181Q: 64 clusters Score -1.392803e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109704 members 
Mstep: Class 2 contains 13992 members 
Mstep: Class 3 contains 51900 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 11330 members 
Mstep: Class 7 contains 129047 members 
Mstep: Class 8 contains 212989 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24371 members 
Mstep: Class 11 contains 11594 members 
Mstep: Class 12 contains 13751 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46677 members 
Mstep: Class 15 contains 14200 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 4388 members 
Mstep: Class 18 contains 6263 members 
Mstep: Class 19 contains 141319 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 18026 members 
Mstep: Class 23 contains 10494 members 
Mstep: Class 24 contains 12631 members 
Mstep: Class 25 contains 15326 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21369 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26931 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29643 members 
Mstep: Class 32 contains 8414 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15391 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4677 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12318 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7278 members 
Mstep: Class 42 contains 11886 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17683 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7035 members 
Mstep: Class 49 contains 24290 members 
Mstep: Class 50 contains 8061 members 
Mstep: Class 51 contains 13835 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19093 members 
Mstep: Class 55 contains 2708 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38483 members 
Mstep: Class 58 contains 1844 members 
Mstep: Class 59 contains 2991 members 
Mstep: Class 60 contains 7040 members 
Mstep: Class 61 contains 45413 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280464.000000 Penalty: 219852.140625
Iteration 182Q: 64 clusters Score -1.392805e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109704 members 
Mstep: Class 2 contains 13999 members 
Mstep: Class 3 contains 51915 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 11337 members 
Mstep: Class 7 contains 129042 members 
Mstep: Class 8 contains 212987 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24298 members 
Mstep: Class 11 contains 11591 members 
Mstep: Class 12 contains 13760 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46678 members 
Mstep: Class 15 contains 14200 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 4387 members 
Mstep: Class 18 contains 6266 members 
Mstep: Class 19 contains 141315 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 8146 members 
Mstep: Class 22 contains 18024 members 
Mstep: Class 23 contains 10492 members 
Mstep: Class 24 contains 12635 members 
Mstep: Class 25 contains 15330 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21413 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26924 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29647 members 
Mstep: Class 32 contains 8410 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15395 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4678 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12318 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7280 members 
Mstep: Class 42 contains 11891 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17686 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4483 members 
Mstep: Class 48 contains 7035 members 
Mstep: Class 49 contains 24292 members 
Mstep: Class 50 contains 8047 members 
Mstep: Class 51 contains 13835 members 
Mstep: Class 52 contains 21930 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19089 members 
Mstep: Class 55 contains 2709 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38488 members 
Mstep: Class 58 contains 1844 members 
Mstep: Class 59 contains 2995 members 
Mstep: Class 60 contains 7041 members 
Mstep: Class 61 contains 45359 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280592.000000 Penalty: 219852.140625
Iteration 183Q: 64 clusters Score -1.392806e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109706 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 51935 members 
Mstep: Class 4 contains 7741 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11346 members 
Mstep: Class 7 contains 129039 members 
Mstep: Class 8 contains 212982 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24225 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 13776 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46677 members 
Mstep: Class 15 contains 14202 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 4390 members 
Mstep: Class 18 contains 6268 members 
Mstep: Class 19 contains 141313 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 8146 members 
Mstep: Class 22 contains 18025 members 
Mstep: Class 23 contains 10487 members 
Mstep: Class 24 contains 12637 members 
Mstep: Class 25 contains 15328 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21453 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26915 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29649 members 
Mstep: Class 32 contains 8408 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15393 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4677 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12316 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7279 members 
Mstep: Class 42 contains 11904 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17689 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6812 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7043 members 
Mstep: Class 49 contains 24293 members 
Mstep: Class 50 contains 8042 members 
Mstep: Class 51 contains 13833 members 
Mstep: Class 52 contains 21927 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19086 members 
Mstep: Class 55 contains 2710 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38492 members 
Mstep: Class 58 contains 1844 members 
Mstep: Class 59 contains 3000 members 
Mstep: Class 60 contains 7045 members 
Mstep: Class 61 contains 45296 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280432.000000 Penalty: 219852.140625
Iteration 184Q: 64 clusters Score -1.392804e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 14006 members 
Mstep: Class 3 contains 51955 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 11353 members 
Mstep: Class 7 contains 129039 members 
Mstep: Class 8 contains 212972 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24157 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 13786 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46678 members 
Mstep: Class 15 contains 14200 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 4381 members 
Mstep: Class 18 contains 6270 members 
Mstep: Class 19 contains 141312 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 8151 members 
Mstep: Class 22 contains 18024 members 
Mstep: Class 23 contains 10483 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 15327 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21492 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26905 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 29648 members 
Mstep: Class 32 contains 8404 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15392 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4675 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12317 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7279 members 
Mstep: Class 42 contains 11913 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17697 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6812 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7049 members 
Mstep: Class 49 contains 24300 members 
Mstep: Class 50 contains 8047 members 
Mstep: Class 51 contains 13837 members 
Mstep: Class 52 contains 21928 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19083 members 
Mstep: Class 55 contains 2713 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38500 members 
Mstep: Class 58 contains 1843 members 
Mstep: Class 59 contains 3008 members 
Mstep: Class 60 contains 7045 members 
Mstep: Class 61 contains 45235 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280528.000000 Penalty: 219852.140625
Iteration 185Q: 64 clusters Score -1.392805e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 14006 members 
Mstep: Class 3 contains 51963 members 
Mstep: Class 4 contains 7741 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 129037 members 
Mstep: Class 8 contains 212963 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24100 members 
Mstep: Class 11 contains 11581 members 
Mstep: Class 12 contains 13807 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46671 members 
Mstep: Class 15 contains 14199 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 6271 members 
Mstep: Class 19 contains 141307 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 8154 members 
Mstep: Class 22 contains 18022 members 
Mstep: Class 23 contains 10479 members 
Mstep: Class 24 contains 12644 members 
Mstep: Class 25 contains 15327 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21530 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26897 members 
Mstep: Class 30 contains 11017 members 
Mstep: Class 31 contains 29650 members 
Mstep: Class 32 contains 8399 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15392 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4674 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12317 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7278 members 
Mstep: Class 42 contains 11931 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17704 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6812 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7059 members 
Mstep: Class 49 contains 24305 members 
Mstep: Class 50 contains 8042 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21927 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19080 members 
Mstep: Class 55 contains 2713 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38502 members 
Mstep: Class 58 contains 1842 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 7048 members 
Mstep: Class 61 contains 45188 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280704.000000 Penalty: 219852.140625
Iteration 186Q: 64 clusters Score -1.392807e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109695 members 
Mstep: Class 2 contains 14005 members 
Mstep: Class 3 contains 51967 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 129036 members 
Mstep: Class 8 contains 212968 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 24050 members 
Mstep: Class 11 contains 11579 members 
Mstep: Class 12 contains 13834 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46664 members 
Mstep: Class 15 contains 14194 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4372 members 
Mstep: Class 18 contains 6271 members 
Mstep: Class 19 contains 141299 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 8152 members 
Mstep: Class 22 contains 18020 members 
Mstep: Class 23 contains 10477 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 15331 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21566 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26894 members 
Mstep: Class 30 contains 11016 members 
Mstep: Class 31 contains 29652 members 
Mstep: Class 32 contains 8396 members 
Mstep: Class 33 contains 4681 members 
Mstep: Class 34 contains 15392 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4673 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12320 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7277 members 
Mstep: Class 42 contains 11943 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17712 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6812 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7061 members 
Mstep: Class 49 contains 24313 members 
Mstep: Class 50 contains 8046 members 
Mstep: Class 51 contains 13840 members 
Mstep: Class 52 contains 21931 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19072 members 
Mstep: Class 55 contains 2714 members 
Mstep: Class 56 contains 4925 members 
Mstep: Class 57 contains 38502 members 
Mstep: Class 58 contains 1841 members 
Mstep: Class 59 contains 3014 members 
Mstep: Class 60 contains 7051 members 
Mstep: Class 61 contains 45124 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280864.000000 Penalty: 219852.140625
Iteration 187Q: 64 clusters Score -1.392809e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 14011 members 
Mstep: Class 3 contains 51971 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 129035 members 
Mstep: Class 8 contains 212970 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23970 members 
Mstep: Class 11 contains 11578 members 
Mstep: Class 12 contains 13867 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46661 members 
Mstep: Class 15 contains 14187 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4369 members 
Mstep: Class 18 contains 6271 members 
Mstep: Class 19 contains 141294 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 8154 members 
Mstep: Class 22 contains 18019 members 
Mstep: Class 23 contains 10476 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 15334 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21611 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26887 members 
Mstep: Class 30 contains 11016 members 
Mstep: Class 31 contains 29655 members 
Mstep: Class 32 contains 8392 members 
Mstep: Class 33 contains 4681 members 
Mstep: Class 34 contains 15393 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4672 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12318 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7278 members 
Mstep: Class 42 contains 11965 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17714 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6812 members 
Mstep: Class 47 contains 4483 members 
Mstep: Class 48 contains 7065 members 
Mstep: Class 49 contains 24316 members 
Mstep: Class 50 contains 8036 members 
Mstep: Class 51 contains 13840 members 
Mstep: Class 52 contains 21935 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19063 members 
Mstep: Class 55 contains 2714 members 
Mstep: Class 56 contains 4925 members 
Mstep: Class 57 contains 38504 members 
Mstep: Class 58 contains 1836 members 
Mstep: Class 59 contains 3017 members 
Mstep: Class 60 contains 7050 members 
Mstep: Class 61 contains 45060 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280768.000000 Penalty: 219852.140625
Iteration 188Q: 64 clusters Score -1.392808e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109702 members 
Mstep: Class 2 contains 14006 members 
Mstep: Class 3 contains 51983 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11378 members 
Mstep: Class 7 contains 129036 members 
Mstep: Class 8 contains 212971 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23893 members 
Mstep: Class 11 contains 11578 members 
Mstep: Class 12 contains 13900 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46663 members 
Mstep: Class 15 contains 14186 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4363 members 
Mstep: Class 18 contains 6270 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2923 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 18019 members 
Mstep: Class 23 contains 10471 members 
Mstep: Class 24 contains 12658 members 
Mstep: Class 25 contains 15331 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21655 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26873 members 
Mstep: Class 30 contains 11015 members 
Mstep: Class 31 contains 29654 members 
Mstep: Class 32 contains 8391 members 
Mstep: Class 33 contains 4681 members 
Mstep: Class 34 contains 15394 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4672 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12317 members 
Mstep: Class 40 contains 4460 members 
Mstep: Class 41 contains 7280 members 
Mstep: Class 42 contains 11984 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17719 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6812 members 
Mstep: Class 47 contains 4485 members 
Mstep: Class 48 contains 7068 members 
Mstep: Class 49 contains 24328 members 
Mstep: Class 50 contains 8032 members 
Mstep: Class 51 contains 13843 members 
Mstep: Class 52 contains 21934 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19052 members 
Mstep: Class 55 contains 2713 members 
Mstep: Class 56 contains 4925 members 
Mstep: Class 57 contains 38511 members 
Mstep: Class 58 contains 1833 members 
Mstep: Class 59 contains 3020 members 
Mstep: Class 60 contains 7051 members 
Mstep: Class 61 contains 44997 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281008.000000 Penalty: 219852.140625
Iteration 189Q: 64 clusters Score -1.39281e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109707 members 
Mstep: Class 2 contains 14005 members 
Mstep: Class 3 contains 51996 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11387 members 
Mstep: Class 7 contains 129036 members 
Mstep: Class 8 contains 212977 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23821 members 
Mstep: Class 11 contains 11578 members 
Mstep: Class 12 contains 13927 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46662 members 
Mstep: Class 15 contains 14185 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 6270 members 
Mstep: Class 19 contains 141280 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 18023 members 
Mstep: Class 23 contains 10469 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 15333 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21696 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26864 members 
Mstep: Class 30 contains 11014 members 
Mstep: Class 31 contains 29653 members 
Mstep: Class 32 contains 8387 members 
Mstep: Class 33 contains 4681 members 
Mstep: Class 34 contains 15393 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4671 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12314 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 7279 members 
Mstep: Class 42 contains 11995 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17723 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4486 members 
Mstep: Class 48 contains 7070 members 
Mstep: Class 49 contains 24335 members 
Mstep: Class 50 contains 8025 members 
Mstep: Class 51 contains 13844 members 
Mstep: Class 52 contains 21932 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19048 members 
Mstep: Class 55 contains 2711 members 
Mstep: Class 56 contains 4924 members 
Mstep: Class 57 contains 38522 members 
Mstep: Class 58 contains 1832 members 
Mstep: Class 59 contains 3022 members 
Mstep: Class 60 contains 7050 members 
Mstep: Class 61 contains 44941 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280896.000000 Penalty: 219852.140625
Iteration 190Q: 64 clusters Score -1.392809e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 14006 members 
Mstep: Class 3 contains 52002 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11392 members 
Mstep: Class 7 contains 129036 members 
Mstep: Class 8 contains 212981 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23762 members 
Mstep: Class 11 contains 11578 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46660 members 
Mstep: Class 15 contains 14179 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 6272 members 
Mstep: Class 19 contains 141279 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 8150 members 
Mstep: Class 22 contains 18026 members 
Mstep: Class 23 contains 10468 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 15332 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21733 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26861 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29657 members 
Mstep: Class 32 contains 8384 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15391 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4670 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12313 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 7279 members 
Mstep: Class 42 contains 12011 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17726 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7071 members 
Mstep: Class 49 contains 24340 members 
Mstep: Class 50 contains 8018 members 
Mstep: Class 51 contains 13844 members 
Mstep: Class 52 contains 21931 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19041 members 
Mstep: Class 55 contains 2708 members 
Mstep: Class 56 contains 4924 members 
Mstep: Class 57 contains 38527 members 
Mstep: Class 58 contains 1832 members 
Mstep: Class 59 contains 3025 members 
Mstep: Class 60 contains 7051 members 
Mstep: Class 61 contains 44896 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280976.000000 Penalty: 219852.140625
Iteration 191Q: 64 clusters Score -1.39281e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 52009 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 11395 members 
Mstep: Class 7 contains 129036 members 
Mstep: Class 8 contains 212985 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23694 members 
Mstep: Class 11 contains 11578 members 
Mstep: Class 12 contains 13991 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46656 members 
Mstep: Class 15 contains 14176 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 6275 members 
Mstep: Class 19 contains 141281 members 
Mstep: Class 20 contains 2929 members 
Mstep: Class 21 contains 8154 members 
Mstep: Class 22 contains 18023 members 
Mstep: Class 23 contains 10467 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 15334 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21777 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26856 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29658 members 
Mstep: Class 32 contains 8379 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15389 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4668 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12315 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 7280 members 
Mstep: Class 42 contains 12023 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17726 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4488 members 
Mstep: Class 48 contains 7077 members 
Mstep: Class 49 contains 24341 members 
Mstep: Class 50 contains 8009 members 
Mstep: Class 51 contains 13841 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19027 members 
Mstep: Class 55 contains 2708 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38540 members 
Mstep: Class 58 contains 1832 members 
Mstep: Class 59 contains 3025 members 
Mstep: Class 60 contains 7053 members 
Mstep: Class 61 contains 44856 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280912.000000 Penalty: 219852.140625
Iteration 192Q: 64 clusters Score -1.392809e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109696 members 
Mstep: Class 2 contains 14005 members 
Mstep: Class 3 contains 52016 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11398 members 
Mstep: Class 7 contains 129033 members 
Mstep: Class 8 contains 212983 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23625 members 
Mstep: Class 11 contains 11577 members 
Mstep: Class 12 contains 14028 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46648 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 4361 members 
Mstep: Class 18 contains 6276 members 
Mstep: Class 19 contains 141282 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 8163 members 
Mstep: Class 22 contains 18020 members 
Mstep: Class 23 contains 10465 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 15337 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21824 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26850 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8373 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4668 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12314 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 7281 members 
Mstep: Class 42 contains 12035 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17727 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4486 members 
Mstep: Class 48 contains 7081 members 
Mstep: Class 49 contains 24345 members 
Mstep: Class 50 contains 8003 members 
Mstep: Class 51 contains 13839 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 19012 members 
Mstep: Class 55 contains 2706 members 
Mstep: Class 56 contains 4924 members 
Mstep: Class 57 contains 38546 members 
Mstep: Class 58 contains 1831 members 
Mstep: Class 59 contains 3024 members 
Mstep: Class 60 contains 7054 members 
Mstep: Class 61 contains 44820 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281008.000000 Penalty: 219852.140625
Iteration 193Q: 64 clusters Score -1.39281e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109690 members 
Mstep: Class 2 contains 14002 members 
Mstep: Class 3 contains 52019 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 129030 members 
Mstep: Class 8 contains 212976 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23547 members 
Mstep: Class 11 contains 11576 members 
Mstep: Class 12 contains 14069 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46645 members 
Mstep: Class 15 contains 14170 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 6280 members 
Mstep: Class 19 contains 141286 members 
Mstep: Class 20 contains 2938 members 
Mstep: Class 21 contains 8173 members 
Mstep: Class 22 contains 18019 members 
Mstep: Class 23 contains 10465 members 
Mstep: Class 24 contains 12671 members 
Mstep: Class 25 contains 15335 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21865 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26847 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8367 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 15388 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4668 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12312 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 7280 members 
Mstep: Class 42 contains 12060 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17731 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24351 members 
Mstep: Class 50 contains 8002 members 
Mstep: Class 51 contains 13837 members 
Mstep: Class 52 contains 21930 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18997 members 
Mstep: Class 55 contains 2707 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38548 members 
Mstep: Class 58 contains 1830 members 
Mstep: Class 59 contains 3024 members 
Mstep: Class 60 contains 7052 members 
Mstep: Class 61 contains 44785 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281216.000000 Penalty: 219852.140625
Iteration 194Q: 64 clusters Score -1.392812e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 13999 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 11406 members 
Mstep: Class 7 contains 129029 members 
Mstep: Class 8 contains 212971 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23469 members 
Mstep: Class 11 contains 11576 members 
Mstep: Class 12 contains 14111 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46638 members 
Mstep: Class 15 contains 14169 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 19 contains 141290 members 
Mstep: Class 20 contains 2939 members 
Mstep: Class 21 contains 8175 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10464 members 
Mstep: Class 24 contains 12674 members 
Mstep: Class 25 contains 15328 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21910 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26845 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8364 members 
Mstep: Class 33 contains 4683 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4666 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12312 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 7280 members 
Mstep: Class 42 contains 12089 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17731 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7099 members 
Mstep: Class 49 contains 24353 members 
Mstep: Class 50 contains 7996 members 
Mstep: Class 51 contains 13836 members 
Mstep: Class 52 contains 21930 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18979 members 
Mstep: Class 55 contains 2712 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38548 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3026 members 
Mstep: Class 60 contains 7048 members 
Mstep: Class 61 contains 44761 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281184.000000 Penalty: 219852.140625
Iteration 195Q: 64 clusters Score -1.392812e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 13997 members 
Mstep: Class 3 contains 52037 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11409 members 
Mstep: Class 7 contains 129024 members 
Mstep: Class 8 contains 212973 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23400 members 
Mstep: Class 11 contains 11575 members 
Mstep: Class 12 contains 14142 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46638 members 
Mstep: Class 15 contains 14173 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 6289 members 
Mstep: Class 19 contains 141290 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 18019 members 
Mstep: Class 23 contains 10465 members 
Mstep: Class 24 contains 12676 members 
Mstep: Class 25 contains 15330 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21952 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26838 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8360 members 
Mstep: Class 33 contains 4683 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4666 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12311 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 12109 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17735 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7098 members 
Mstep: Class 49 contains 24358 members 
Mstep: Class 50 contains 7989 members 
Mstep: Class 51 contains 13832 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18965 members 
Mstep: Class 55 contains 2709 members 
Mstep: Class 56 contains 4927 members 
Mstep: Class 57 contains 38553 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3028 members 
Mstep: Class 60 contains 7048 members 
Mstep: Class 61 contains 44725 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281040.000000 Penalty: 219852.140625
Iteration 196Q: 64 clusters Score -1.39281e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109672 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52047 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11412 members 
Mstep: Class 7 contains 129024 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23337 members 
Mstep: Class 11 contains 11575 members 
Mstep: Class 12 contains 14185 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46638 members 
Mstep: Class 15 contains 14172 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 6292 members 
Mstep: Class 19 contains 141288 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 8185 members 
Mstep: Class 22 contains 18015 members 
Mstep: Class 23 contains 10462 members 
Mstep: Class 24 contains 12673 members 
Mstep: Class 25 contains 15326 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 21993 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26830 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8357 members 
Mstep: Class 33 contains 4683 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4665 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12311 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 7283 members 
Mstep: Class 42 contains 12135 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17743 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7096 members 
Mstep: Class 49 contains 24360 members 
Mstep: Class 50 contains 7979 members 
Mstep: Class 51 contains 13834 members 
Mstep: Class 52 contains 21932 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18953 members 
Mstep: Class 55 contains 2710 members 
Mstep: Class 56 contains 4927 members 
Mstep: Class 57 contains 38556 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3027 members 
Mstep: Class 60 contains 7047 members 
Mstep: Class 61 contains 44688 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280784.000000 Penalty: 219852.140625
Iteration 197Q: 64 clusters Score -1.392808e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 13994 members 
Mstep: Class 3 contains 52057 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 11413 members 
Mstep: Class 7 contains 129022 members 
Mstep: Class 8 contains 212972 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23275 members 
Mstep: Class 11 contains 11574 members 
Mstep: Class 12 contains 14224 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46637 members 
Mstep: Class 15 contains 14174 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 18 contains 6295 members 
Mstep: Class 19 contains 141282 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 18016 members 
Mstep: Class 23 contains 10460 members 
Mstep: Class 24 contains 12689 members 
Mstep: Class 25 contains 15323 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22029 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26829 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29663 members 
Mstep: Class 32 contains 8355 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4664 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12308 members 
Mstep: Class 40 contains 4460 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12149 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17749 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7097 members 
Mstep: Class 49 contains 24369 members 
Mstep: Class 50 contains 7960 members 
Mstep: Class 51 contains 13837 members 
Mstep: Class 52 contains 21931 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18943 members 
Mstep: Class 55 contains 2713 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38558 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3028 members 
Mstep: Class 60 contains 7048 members 
Mstep: Class 61 contains 44645 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280912.000000 Penalty: 219852.140625
Iteration 198Q: 64 clusters Score -1.392809e+08 nChanged 351
Entering ConstructFrom: 
Score: -139280912.000000 Penalty: 219852.140625
Entering ConstructFrom: 
Trying to split cluster 1 (109654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Entering Unmasked Estep 
Score: -12335193.000000 Penalty: 2878.061279
	Iteration 0F: 2 clusters Score -1.233519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -12261853.000000 Penalty: 5756.122559
	Iteration 0F: 3 clusters Score -1.226185e+07 nChanged 52040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -12291864.000000 Penalty: 5756.122559
	Iteration 1F: 3 clusters Score -1.229186e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -12292745.000000 Penalty: 5756.122559
	Iteration 2Q: 3 clusters Score -1.229274e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -12293891.000000 Penalty: 5756.122559
	Iteration 3Q: 3 clusters Score -1.229389e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -12295241.000000 Penalty: 5756.122559
	Iteration 4Q: 3 clusters Score -1.229524e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -12297183.000000 Penalty: 5756.122559
	Iteration 5Q: 3 clusters Score -1.229718e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -12299587.000000 Penalty: 5756.122559
	Iteration 6F: 3 clusters Score -1.229959e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -12303079.000000 Penalty: 5756.122559
	Iteration 7F: 3 clusters Score -1.230308e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -12307561.000000 Penalty: 5756.122559
	Iteration 8F: 3 clusters Score -1.230756e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -12312699.000000 Penalty: 5756.122559
	Iteration 9F: 3 clusters Score -1.23127e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -12318071.000000 Penalty: 5756.122559
	Iteration 10F: 3 clusters Score -1.231807e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -12323002.000000 Penalty: 5756.122559
	Iteration 11F: 3 clusters Score -1.2323e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -12326746.000000 Penalty: 5756.122559
	Iteration 12Q: 3 clusters Score -1.232675e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -12329123.000000 Penalty: 5756.122559
	Iteration 13Q: 3 clusters Score -1.232912e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -12330572.000000 Penalty: 5756.122559
	Iteration 14Q: 3 clusters Score -1.233057e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106650 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -12331488.000000 Penalty: 5756.122559
	Iteration 15Q: 3 clusters Score -1.233149e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -12331988.000000 Penalty: 5756.122559
	Iteration 16Q: 3 clusters Score -1.233199e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -12332351.000000 Penalty: 5756.122559
	Iteration 17Q: 3 clusters Score -1.233235e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12332617.000000 Penalty: 5756.122559
	Iteration 18Q: 3 clusters Score -1.233262e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12332771.000000 Penalty: 5756.122559
	Iteration 19Q: 3 clusters Score -1.233277e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12332877.000000 Penalty: 5756.122559
	Iteration 20F: 3 clusters Score -1.233288e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12333039.000000 Penalty: 5756.122559
	Iteration 21Q: 3 clusters Score -1.233304e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12333182.000000 Penalty: 5756.122559
	Iteration 22Q: 3 clusters Score -1.233318e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12333281.000000 Penalty: 5756.122559
	Iteration 23Q: 3 clusters Score -1.233328e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108695 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12333342.000000 Penalty: 5756.122559
	Iteration 24Q: 3 clusters Score -1.233334e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108688 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12333377.000000 Penalty: 5756.122559
	Iteration 25Q: 3 clusters Score -1.233338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12333416.000000 Penalty: 5756.122559
	Iteration 26Q: 3 clusters Score -1.233342e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108666 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12333441.000000 Penalty: 5756.122559
	Iteration 27Q: 3 clusters Score -1.233344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108654 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12333433.000000 Penalty: 5756.122559
	Iteration 28Q: 3 clusters Score -1.233343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -12333446.000000 Penalty: 5756.122559
	Iteration 29Q: 3 clusters Score -1.233345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12333455.000000 Penalty: 5756.122559
	Iteration 30Q: 3 clusters Score -1.233346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12333453.000000 Penalty: 5756.122559
	Iteration 31Q: 3 clusters Score -1.233345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108628 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12333469.000000 Penalty: 5756.122559
	Iteration 32Q: 3 clusters Score -1.233347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108615 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12333471.000000 Penalty: 5756.122559
	Iteration 33Q: 3 clusters Score -1.233347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108610 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -12333484.000000 Penalty: 5756.122559
	Iteration 34Q: 3 clusters Score -1.233348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12333471.000000 Penalty: 5756.122559
	Iteration 35Q: 3 clusters Score -1.233347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12333470.000000 Penalty: 5756.122559
	Iteration 36Q: 3 clusters Score -1.233347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108594 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12333485.000000 Penalty: 5756.122559
	Iteration 37Q: 3 clusters Score -1.233348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12333483.000000 Penalty: 5756.122559
	Iteration 38Q: 3 clusters Score -1.233348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12333478.000000 Penalty: 5756.122559
	Iteration 39Q: 3 clusters Score -1.233348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12333475.000000 Penalty: 5756.122559
	Iteration 40F: 3 clusters Score -1.233348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12333484.000000 Penalty: 5756.122559
	Iteration 41Q: 3 clusters Score -1.233348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12333497.000000 Penalty: 5756.122559
	Iteration 42Q: 3 clusters Score -1.23335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12333495.000000 Penalty: 5756.122559
	Iteration 43Q: 3 clusters Score -1.23335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108583 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12333496.000000 Penalty: 5756.122559
	Iteration 44Q: 3 clusters Score -1.23335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12333512.000000 Penalty: 5756.122559
	Iteration 45Q: 3 clusters Score -1.233351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12333505.000000 Penalty: 5756.122559
	Iteration 46Q: 3 clusters Score -1.23335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -12333509.000000 Penalty: 5756.122559
	Iteration 47Q: 3 clusters Score -1.233351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108571 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12333504.000000 Penalty: 5756.122559
	Iteration 48Q: 3 clusters Score -1.23335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108569 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12333518.000000 Penalty: 5756.122559
	Iteration 49Q: 3 clusters Score -1.233352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12333512.000000 Penalty: 5756.122559
	Iteration 50Q: 3 clusters Score -1.233351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108566 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12333514.000000 Penalty: 5756.122559
	Iteration 51Q: 3 clusters Score -1.233351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108565 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -12333512.000000 Penalty: 5756.122559
	Iteration 52Q: 3 clusters Score -1.233351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108565 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -12333519.000000 Penalty: 5756.122559
	Iteration 53Q: 3 clusters Score -1.233352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12333523.000000 Penalty: 5756.122559
	Iteration 54Q: 3 clusters Score -1.233352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12333526.000000 Penalty: 5756.122559
	Iteration 55Q: 3 clusters Score -1.233353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12333527.000000 Penalty: 5756.122559
	Iteration 56Q: 3 clusters Score -1.233353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12333526.000000 Penalty: 5756.122559
	Iteration 57Q: 3 clusters Score -1.233353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12333528.000000 Penalty: 5756.122559
	Iteration 58Q: 3 clusters Score -1.233353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12333526.000000 Penalty: 5756.122559
	Iteration 59Q: 3 clusters Score -1.233353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12333523.000000 Penalty: 5756.122559
	Iteration 60F: 3 clusters Score -1.233352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12333521.000000 Penalty: 5756.122559
	Iteration 61Q: 3 clusters Score -1.233352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12333522.000000 Penalty: 5756.122559
	Iteration 62Q: 3 clusters Score -1.233352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12333522.000000 Penalty: 5756.122559
	Iteration 63Q: 3 clusters Score -1.233352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12333517.000000 Penalty: 5756.122559
	Iteration 64Q: 3 clusters Score -1.233352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12333517.000000 Penalty: 5756.122559
	Iteration 65F: 3 clusters Score -1.233352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Entering Unmasked Estep 
Score: -1529965.875000 Penalty: 2367.485352
	Iteration 0F: 2 clusters Score -1529966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1519830.125000 Penalty: 4734.970703
	Iteration 0F: 3 clusters Score -1519830 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1523323.500000 Penalty: 4734.970703
	Iteration 1F: 3 clusters Score -1523324 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1524119.625000 Penalty: 4734.970703
	Iteration 2F: 3 clusters Score -1524120 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1525066.250000 Penalty: 4734.970703
	Iteration 3F: 3 clusters Score -1525066 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1526093.625000 Penalty: 4734.970703
	Iteration 4F: 3 clusters Score -1526094 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1527057.750000 Penalty: 4734.970703
	Iteration 5F: 3 clusters Score -1527058 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1527824.500000 Penalty: 4734.970703
	Iteration 6F: 3 clusters Score -1527824 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1528257.625000 Penalty: 4734.970703
	Iteration 7Q: 3 clusters Score -1528258 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1528481.375000 Penalty: 4734.970703
	Iteration 8Q: 3 clusters Score -1528481 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1528625.875000 Penalty: 4734.970703
	Iteration 9Q: 3 clusters Score -1528626 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1528715.000000 Penalty: 4734.970703
	Iteration 10Q: 3 clusters Score -1528715 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1528770.500000 Penalty: 4734.970703
	Iteration 11Q: 3 clusters Score -1528770 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1528815.750000 Penalty: 4734.970703
	Iteration 12Q: 3 clusters Score -1528816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1528847.750000 Penalty: 4734.970703
	Iteration 13Q: 3 clusters Score -1528848 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1528881.000000 Penalty: 4734.970703
	Iteration 14Q: 3 clusters Score -1528881 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1528908.000000 Penalty: 4734.970703
	Iteration 15Q: 3 clusters Score -1528908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1528928.125000 Penalty: 4734.970703
	Iteration 16Q: 3 clusters Score -1528928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1528956.750000 Penalty: 4734.970703
	Iteration 17Q: 3 clusters Score -1528957 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1528987.125000 Penalty: 4734.970703
	Iteration 18Q: 3 clusters Score -1528987 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1529007.625000 Penalty: 4734.970703
	Iteration 19Q: 3 clusters Score -1529008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1529028.875000 Penalty: 4734.970703
	Iteration 20F: 3 clusters Score -1529029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1529053.125000 Penalty: 4734.970703
	Iteration 21Q: 3 clusters Score -1529053 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1529078.375000 Penalty: 4734.970703
	Iteration 22Q: 3 clusters Score -1529078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1529099.750000 Penalty: 4734.970703
	Iteration 23Q: 3 clusters Score -1529100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1529116.375000 Penalty: 4734.970703
	Iteration 24Q: 3 clusters Score -1529116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1529129.125000 Penalty: 4734.970703
	Iteration 25Q: 3 clusters Score -1529129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1529141.625000 Penalty: 4734.970703
	Iteration 26Q: 3 clusters Score -1529142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1529147.125000 Penalty: 4734.970703
	Iteration 27Q: 3 clusters Score -1529147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1529157.125000 Penalty: 4734.970703
	Iteration 28Q: 3 clusters Score -1529157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1529173.625000 Penalty: 4734.970703
	Iteration 29Q: 3 clusters Score -1529174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1529180.625000 Penalty: 4734.970703
	Iteration 30Q: 3 clusters Score -1529181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1529182.625000 Penalty: 4734.970703
	Iteration 31Q: 3 clusters Score -1529183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1529189.250000 Penalty: 4734.970703
	Iteration 32Q: 3 clusters Score -1529189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1529195.625000 Penalty: 4734.970703
	Iteration 33Q: 3 clusters Score -1529196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1529202.250000 Penalty: 4734.970703
	Iteration 34Q: 3 clusters Score -1529202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1529204.750000 Penalty: 4734.970703
	Iteration 35Q: 3 clusters Score -1529205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1529208.750000 Penalty: 4734.970703
	Iteration 36Q: 3 clusters Score -1529209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1529213.500000 Penalty: 4734.970703
	Iteration 37Q: 3 clusters Score -1529214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1529216.750000 Penalty: 4734.970703
	Iteration 38Q: 3 clusters Score -1529217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1529220.875000 Penalty: 4734.970703
	Iteration 39Q: 3 clusters Score -1529221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1529220.625000 Penalty: 4734.970703
	Iteration 40F: 3 clusters Score -1529221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1529220.375000 Penalty: 4734.970703
	Iteration 41Q: 3 clusters Score -1529220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1529222.125000 Penalty: 4734.970703
	Iteration 42Q: 3 clusters Score -1529222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1529224.375000 Penalty: 4734.970703
	Iteration 43Q: 3 clusters Score -1529224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1529227.875000 Penalty: 4734.970703
	Iteration 44Q: 3 clusters Score -1529228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1529227.500000 Penalty: 4734.970703
	Iteration 45Q: 3 clusters Score -1529228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1529228.250000 Penalty: 4734.970703
	Iteration 46Q: 3 clusters Score -1529228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1529224.000000 Penalty: 4734.970703
	Iteration 47Q: 3 clusters Score -1529224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1529231.000000 Penalty: 4734.970703
	Iteration 48Q: 3 clusters Score -1529231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1529227.875000 Penalty: 4734.970703
	Iteration 49Q: 3 clusters Score -1529228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1529227.875000 Penalty: 4734.970703
	Iteration 50F: 3 clusters Score -1529228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Entering Unmasked Estep 
Score: -5941043.000000 Penalty: 2693.351074
	Iteration 0F: 2 clusters Score -5941043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -5905897.500000 Penalty: 5386.702148
	Iteration 0F: 3 clusters Score -5905898 nChanged 24250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5919495.500000 Penalty: 5386.702148
	Iteration 1F: 3 clusters Score -5919496 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -5920279.000000 Penalty: 5386.702148
	Iteration 2Q: 3 clusters Score -5920279 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -5921121.500000 Penalty: 5386.702148
	Iteration 3Q: 3 clusters Score -5921122 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5922071.000000 Penalty: 5386.702148
	Iteration 4Q: 3 clusters Score -5922071 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -5923174.500000 Penalty: 5386.702148
	Iteration 5Q: 3 clusters Score -5923174 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -5924414.500000 Penalty: 5386.702148
	Iteration 6Q: 3 clusters Score -5924414 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -5925812.500000 Penalty: 5386.702148
	Iteration 7F: 3 clusters Score -5925812 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -5927210.500000 Penalty: 5386.702148
	Iteration 8Q: 3 clusters Score -5927210 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -5928592.000000 Penalty: 5386.702148
	Iteration 9Q: 3 clusters Score -5928592 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -5930082.000000 Penalty: 5386.702148
	Iteration 10Q: 3 clusters Score -5930082 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -5931428.500000 Penalty: 5386.702148
	Iteration 11Q: 3 clusters Score -5931428 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5932496.500000 Penalty: 5386.702148
	Iteration 12Q: 3 clusters Score -5932496 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -5933440.500000 Penalty: 5386.702148
	Iteration 13Q: 3 clusters Score -5933440 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5934304.000000 Penalty: 5386.702148
	Iteration 14Q: 3 clusters Score -5934304 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -5935159.500000 Penalty: 5386.702148
	Iteration 15Q: 3 clusters Score -5935160 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -5935934.500000 Penalty: 5386.702148
	Iteration 16Q: 3 clusters Score -5935934 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -5936623.000000 Penalty: 5386.702148
	Iteration 17Q: 3 clusters Score -5936623 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -5937243.500000 Penalty: 5386.702148
	Iteration 18Q: 3 clusters Score -5937244 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -5937728.000000 Penalty: 5386.702148
	Iteration 19Q: 3 clusters Score -5937728 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -5938119.500000 Penalty: 5386.702148
	Iteration 20F: 3 clusters Score -5938120 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -5938429.500000 Penalty: 5386.702148
	Iteration 21Q: 3 clusters Score -5938430 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -5938625.000000 Penalty: 5386.702148
	Iteration 22Q: 3 clusters Score -5938625 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -5938789.000000 Penalty: 5386.702148
	Iteration 23Q: 3 clusters Score -5938789 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -5938917.500000 Penalty: 5386.702148
	Iteration 24Q: 3 clusters Score -5938918 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -5938973.500000 Penalty: 5386.702148
	Iteration 25Q: 3 clusters Score -5938974 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -5939037.500000 Penalty: 5386.702148
	Iteration 26Q: 3 clusters Score -5939038 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -5939078.000000 Penalty: 5386.702148
	Iteration 27Q: 3 clusters Score -5939078 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -5939106.500000 Penalty: 5386.702148
	Iteration 28Q: 3 clusters Score -5939106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -5939115.500000 Penalty: 5386.702148
	Iteration 29Q: 3 clusters Score -5939116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -5939139.000000 Penalty: 5386.702148
	Iteration 30Q: 3 clusters Score -5939139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -5939169.000000 Penalty: 5386.702148
	Iteration 31Q: 3 clusters Score -5939169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -5939167.000000 Penalty: 5386.702148
	Iteration 32Q: 3 clusters Score -5939167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -5939166.000000 Penalty: 5386.702148
	Iteration 33Q: 3 clusters Score -5939166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -5939184.000000 Penalty: 5386.702148
	Iteration 34Q: 3 clusters Score -5939184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -5939200.000000 Penalty: 5386.702148
	Iteration 35Q: 3 clusters Score -5939200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -5939215.500000 Penalty: 5386.702148
	Iteration 36Q: 3 clusters Score -5939216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -5939211.000000 Penalty: 5386.702148
	Iteration 37Q: 3 clusters Score -5939211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -5939227.500000 Penalty: 5386.702148
	Iteration 38Q: 3 clusters Score -5939228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -5939224.500000 Penalty: 5386.702148
	Iteration 39Q: 3 clusters Score -5939224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -5939233.000000 Penalty: 5386.702148
	Iteration 40F: 3 clusters Score -5939233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -5939237.500000 Penalty: 5386.702148
	Iteration 41Q: 3 clusters Score -5939238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -5939239.000000 Penalty: 5386.702148
	Iteration 42Q: 3 clusters Score -5939239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -5939235.500000 Penalty: 5386.702148
	Iteration 43Q: 3 clusters Score -5939236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -5939235.000000 Penalty: 5386.702148
	Iteration 44Q: 3 clusters Score -5939235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -5939241.000000 Penalty: 5386.702148
	Iteration 45Q: 3 clusters Score -5939241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -5939239.500000 Penalty: 5386.702148
	Iteration 46Q: 3 clusters Score -5939240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -5939251.000000 Penalty: 5386.702148
	Iteration 47Q: 3 clusters Score -5939251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -5939256.000000 Penalty: 5386.702148
	Iteration 48Q: 3 clusters Score -5939256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -5939251.500000 Penalty: 5386.702148
	Iteration 49Q: 3 clusters Score -5939252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -5939250.500000 Penalty: 5386.702148
	Iteration 50Q: 3 clusters Score -5939250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -5939255.500000 Penalty: 5386.702148
	Iteration 51Q: 3 clusters Score -5939256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -5939253.500000 Penalty: 5386.702148
	Iteration 52Q: 3 clusters Score -5939254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -5939261.000000 Penalty: 5386.702148
	Iteration 53Q: 3 clusters Score -5939261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -5939253.500000 Penalty: 5386.702148
	Iteration 54Q: 3 clusters Score -5939254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -5939259.000000 Penalty: 5386.702148
	Iteration 55Q: 3 clusters Score -5939259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -5939264.000000 Penalty: 5386.702148
	Iteration 56Q: 3 clusters Score -5939264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -5939267.500000 Penalty: 5386.702148
	Iteration 57Q: 3 clusters Score -5939268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -5939268.000000 Penalty: 5386.702148
	Iteration 58Q: 3 clusters Score -5939268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -5939264.000000 Penalty: 5386.702148
	Iteration 59Q: 3 clusters Score -5939264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -5939265.500000 Penalty: 5386.702148
	Iteration 60F: 3 clusters Score -5939266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -5939266.500000 Penalty: 5386.702148
	Iteration 61Q: 3 clusters Score -5939266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -5939272.500000 Penalty: 5386.702148
	Iteration 62Q: 3 clusters Score -5939272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -5939272.500000 Penalty: 5386.702148
	Iteration 63F: 3 clusters Score -5939272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Entering Unmasked Estep 
Score: -809389.187500 Penalty: 2220.727051
	Iteration 0F: 2 clusters Score -809389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -803104.437500 Penalty: 4441.454102
	Iteration 0F: 3 clusters Score -803104.4 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -804803.500000 Penalty: 4441.454102
	Iteration 1F: 3 clusters Score -804803.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -805125.000000 Penalty: 4441.454102
	Iteration 2F: 3 clusters Score -805125 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -805430.125000 Penalty: 4441.454102
	Iteration 3F: 3 clusters Score -805430.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -805759.812500 Penalty: 4441.454102
	Iteration 4F: 3 clusters Score -805759.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -806177.125000 Penalty: 4441.454102
	Iteration 5F: 3 clusters Score -806177.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -806557.375000 Penalty: 4441.454102
	Iteration 6F: 3 clusters Score -806557.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -806839.562500 Penalty: 4441.454102
	Iteration 7F: 3 clusters Score -806839.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -807056.500000 Penalty: 4441.454102
	Iteration 8Q: 3 clusters Score -807056.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -807213.750000 Penalty: 4441.454102
	Iteration 9Q: 3 clusters Score -807213.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -807323.562500 Penalty: 4441.454102
	Iteration 10Q: 3 clusters Score -807323.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -807411.500000 Penalty: 4441.454102
	Iteration 11Q: 3 clusters Score -807411.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -807474.562500 Penalty: 4441.454102
	Iteration 12Q: 3 clusters Score -807474.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -807514.562500 Penalty: 4441.454102
	Iteration 13Q: 3 clusters Score -807514.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -807538.312500 Penalty: 4441.454102
	Iteration 14Q: 3 clusters Score -807538.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -807571.312500 Penalty: 4441.454102
	Iteration 15Q: 3 clusters Score -807571.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -807590.250000 Penalty: 4441.454102
	Iteration 16Q: 3 clusters Score -807590.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -807605.437500 Penalty: 4441.454102
	Iteration 17Q: 3 clusters Score -807605.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -807624.937500 Penalty: 4441.454102
	Iteration 18Q: 3 clusters Score -807624.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -807635.312500 Penalty: 4441.454102
	Iteration 19Q: 3 clusters Score -807635.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -807646.187500 Penalty: 4441.454102
	Iteration 20F: 3 clusters Score -807646.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -807651.125000 Penalty: 4441.454102
	Iteration 21Q: 3 clusters Score -807651.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -807657.000000 Penalty: 4441.454102
	Iteration 22Q: 3 clusters Score -807657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -807663.000000 Penalty: 4441.454102
	Iteration 23Q: 3 clusters Score -807663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -807669.562500 Penalty: 4441.454102
	Iteration 24Q: 3 clusters Score -807669.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -807673.375000 Penalty: 4441.454102
	Iteration 25Q: 3 clusters Score -807673.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -807678.875000 Penalty: 4441.454102
	Iteration 26Q: 3 clusters Score -807678.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -807681.875000 Penalty: 4441.454102
	Iteration 27Q: 3 clusters Score -807681.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -807684.375000 Penalty: 4441.454102
	Iteration 28Q: 3 clusters Score -807684.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -807687.437500 Penalty: 4441.454102
	Iteration 29Q: 3 clusters Score -807687.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -807688.437500 Penalty: 4441.454102
	Iteration 30Q: 3 clusters Score -807688.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -807689.625000 Penalty: 4441.454102
	Iteration 31Q: 3 clusters Score -807689.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -807694.375000 Penalty: 4441.454102
	Iteration 32Q: 3 clusters Score -807694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -807693.875000 Penalty: 4441.454102
	Iteration 33Q: 3 clusters Score -807693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -807694.437500 Penalty: 4441.454102
	Iteration 34Q: 3 clusters Score -807694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -807695.125000 Penalty: 4441.454102
	Iteration 35Q: 3 clusters Score -807695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -807694.375000 Penalty: 4441.454102
	Iteration 36Q: 3 clusters Score -807694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -807696.500000 Penalty: 4441.454102
	Iteration 37Q: 3 clusters Score -807696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -807697.687500 Penalty: 4441.454102
	Iteration 38Q: 3 clusters Score -807697.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -807700.125000 Penalty: 4441.454102
	Iteration 39Q: 3 clusters Score -807700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -807700.000000 Penalty: 4441.454102
	Iteration 40F: 3 clusters Score -807700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -583681.375000 Penalty: 2146.881836
	Iteration 0F: 2 clusters Score -583681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -578737.000000 Penalty: 4293.763672
	Iteration 0F: 3 clusters Score -578737 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -580176.000000 Penalty: 4293.763672
	Iteration 1F: 3 clusters Score -580176 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -580478.062500 Penalty: 4293.763672
	Iteration 2F: 3 clusters Score -580478.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -580731.687500 Penalty: 4293.763672
	Iteration 3F: 3 clusters Score -580731.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -580919.125000 Penalty: 4293.763672
	Iteration 4Q: 3 clusters Score -580919.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -581094.937500 Penalty: 4293.763672
	Iteration 5Q: 3 clusters Score -581094.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -581279.375000 Penalty: 4293.763672
	Iteration 6Q: 3 clusters Score -581279.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -581500.000000 Penalty: 4293.763672
	Iteration 7Q: 3 clusters Score -581500 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -581700.000000 Penalty: 4293.763672
	Iteration 8Q: 3 clusters Score -581700 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -581885.312500 Penalty: 4293.763672
	Iteration 9Q: 3 clusters Score -581885.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -582034.812500 Penalty: 4293.763672
	Iteration 10Q: 3 clusters Score -582034.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -582168.937500 Penalty: 4293.763672
	Iteration 11Q: 3 clusters Score -582168.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -582258.375000 Penalty: 4293.763672
	Iteration 12Q: 3 clusters Score -582258.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -582309.125000 Penalty: 4293.763672
	Iteration 13Q: 3 clusters Score -582309.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -582349.000000 Penalty: 4293.763672
	Iteration 14Q: 3 clusters Score -582349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -582382.625000 Penalty: 4293.763672
	Iteration 15Q: 3 clusters Score -582382.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -582413.062500 Penalty: 4293.763672
	Iteration 16Q: 3 clusters Score -582413.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -582433.125000 Penalty: 4293.763672
	Iteration 17Q: 3 clusters Score -582433.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -582444.625000 Penalty: 4293.763672
	Iteration 18Q: 3 clusters Score -582444.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -582451.562500 Penalty: 4293.763672
	Iteration 19Q: 3 clusters Score -582451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -582456.937500 Penalty: 4293.763672
	Iteration 20F: 3 clusters Score -582456.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -582461.500000 Penalty: 4293.763672
	Iteration 21Q: 3 clusters Score -582461.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -582463.937500 Penalty: 4293.763672
	Iteration 22Q: 3 clusters Score -582463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -582463.875000 Penalty: 4293.763672
	Iteration 23Q: 3 clusters Score -582463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -582466.937500 Penalty: 4293.763672
	Iteration 24Q: 3 clusters Score -582466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -582467.437500 Penalty: 4293.763672
	Iteration 25Q: 3 clusters Score -582467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -582468.000000 Penalty: 4293.763672
	Iteration 26Q: 3 clusters Score -582468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -582468.250000 Penalty: 4293.763672
	Iteration 27Q: 3 clusters Score -582468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -582467.312500 Penalty: 4293.763672
	Iteration 28Q: 3 clusters Score -582467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -582469.500000 Penalty: 4293.763672
	Iteration 29Q: 3 clusters Score -582469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -582469.437500 Penalty: 4293.763672
	Iteration 30Q: 3 clusters Score -582469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -582469.437500 Penalty: 4293.763672
	Iteration 31F: 3 clusters Score -582469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Entering Unmasked Estep 
Score: -1213615.375000 Penalty: 2316.963867
	Iteration 0F: 2 clusters Score -1213615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1205069.500000 Penalty: 4633.927734
	Iteration 0F: 3 clusters Score -1205070 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1207474.875000 Penalty: 4633.927734
	Iteration 1F: 3 clusters Score -1207475 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1207781.875000 Penalty: 4633.927734
	Iteration 2F: 3 clusters Score -1207782 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1208069.250000 Penalty: 4633.927734
	Iteration 3F: 3 clusters Score -1208069 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1208313.125000 Penalty: 4633.927734
	Iteration 4Q: 3 clusters Score -1208313 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1208525.125000 Penalty: 4633.927734
	Iteration 5Q: 3 clusters Score -1208525 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1208728.000000 Penalty: 4633.927734
	Iteration 6Q: 3 clusters Score -1208728 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1208927.375000 Penalty: 4633.927734
	Iteration 7Q: 3 clusters Score -1208927 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1209154.375000 Penalty: 4633.927734
	Iteration 8Q: 3 clusters Score -1209154 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1209412.375000 Penalty: 4633.927734
	Iteration 9Q: 3 clusters Score -1209412 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1209741.000000 Penalty: 4633.927734
	Iteration 10Q: 3 clusters Score -1209741 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1210064.875000 Penalty: 4633.927734
	Iteration 11Q: 3 clusters Score -1210065 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1210357.375000 Penalty: 4633.927734
	Iteration 12Q: 3 clusters Score -1210357 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1210672.625000 Penalty: 4633.927734
	Iteration 13Q: 3 clusters Score -1210673 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1210944.375000 Penalty: 4633.927734
	Iteration 14Q: 3 clusters Score -1210944 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1211170.875000 Penalty: 4633.927734
	Iteration 15Q: 3 clusters Score -1211171 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1211338.250000 Penalty: 4633.927734
	Iteration 16Q: 3 clusters Score -1211338 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1211476.875000 Penalty: 4633.927734
	Iteration 17Q: 3 clusters Score -1211477 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1211590.375000 Penalty: 4633.927734
	Iteration 18Q: 3 clusters Score -1211590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1211712.125000 Penalty: 4633.927734
	Iteration 19Q: 3 clusters Score -1211712 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1211838.000000 Penalty: 4633.927734
	Iteration 20F: 3 clusters Score -1211838 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1211966.875000 Penalty: 4633.927734
	Iteration 21Q: 3 clusters Score -1211967 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1212072.000000 Penalty: 4633.927734
	Iteration 22Q: 3 clusters Score -1212072 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1212150.125000 Penalty: 4633.927734
	Iteration 23Q: 3 clusters Score -1212150 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1212209.625000 Penalty: 4633.927734
	Iteration 24Q: 3 clusters Score -1212210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1212272.875000 Penalty: 4633.927734
	Iteration 25Q: 3 clusters Score -1212273 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1212330.250000 Penalty: 4633.927734
	Iteration 26Q: 3 clusters Score -1212330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1212379.375000 Penalty: 4633.927734
	Iteration 27Q: 3 clusters Score -1212379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1212406.125000 Penalty: 4633.927734
	Iteration 28Q: 3 clusters Score -1212406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1212420.750000 Penalty: 4633.927734
	Iteration 29Q: 3 clusters Score -1212421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1212420.750000 Penalty: 4633.927734
	Iteration 30Q: 3 clusters Score -1212421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1212423.375000 Penalty: 4633.927734
	Iteration 31Q: 3 clusters Score -1212423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1212427.875000 Penalty: 4633.927734
	Iteration 32Q: 3 clusters Score -1212428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1212430.250000 Penalty: 4633.927734
	Iteration 33Q: 3 clusters Score -1212430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1212432.250000 Penalty: 4633.927734
	Iteration 34Q: 3 clusters Score -1212432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1212435.375000 Penalty: 4633.927734
	Iteration 35Q: 3 clusters Score -1212435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1212434.000000 Penalty: 4633.927734
	Iteration 36Q: 3 clusters Score -1212434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1212434.000000 Penalty: 4633.927734
	Iteration 37F: 3 clusters Score -1212434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (129017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129017 members 
Entering Unmasked Estep 
Score: -14541434.000000 Penalty: 2918.389404
	Iteration 0F: 2 clusters Score -1.454143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -14455040.000000 Penalty: 5836.778809
	Iteration 0F: 3 clusters Score -1.445504e+07 nChanged 61610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -14490592.000000 Penalty: 5836.778809
	Iteration 1F: 3 clusters Score -1.449059e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -14491945.000000 Penalty: 5836.778809
	Iteration 2Q: 3 clusters Score -1.449194e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -14493937.000000 Penalty: 5836.778809
	Iteration 3Q: 3 clusters Score -1.449394e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -14497140.000000 Penalty: 5836.778809
	Iteration 4F: 3 clusters Score -1.449714e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -14501610.000000 Penalty: 5836.778809
	Iteration 5F: 3 clusters Score -1.450161e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 87089 members 
Entering Unmasked Estep 
Score: -14506833.000000 Penalty: 5836.778809
	Iteration 6F: 3 clusters Score -1.450683e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -14512281.000000 Penalty: 5836.778809
	Iteration 7F: 3 clusters Score -1.451228e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -14517790.000000 Penalty: 5836.778809
	Iteration 8F: 3 clusters Score -1.451779e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 108930 members 
Entering Unmasked Estep 
Score: -14523463.000000 Penalty: 5836.778809
	Iteration 9F: 3 clusters Score -1.452346e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -14528494.000000 Penalty: 5836.778809
	Iteration 10Q: 3 clusters Score -1.452849e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -14532795.000000 Penalty: 5836.778809
	Iteration 11Q: 3 clusters Score -1.45328e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -14535996.000000 Penalty: 5836.778809
	Iteration 12Q: 3 clusters Score -1.4536e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 125165 members 
Entering Unmasked Estep 
Score: -14537551.000000 Penalty: 5836.778809
	Iteration 13Q: 3 clusters Score -1.453755e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 126174 members 
Entering Unmasked Estep 
Score: -14538312.000000 Penalty: 5836.778809
	Iteration 14Q: 3 clusters Score -1.453831e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 126739 members 
Entering Unmasked Estep 
Score: -14538760.000000 Penalty: 5836.778809
	Iteration 15Q: 3 clusters Score -1.453876e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -14538958.000000 Penalty: 5836.778809
	Iteration 16Q: 3 clusters Score -1.453896e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 127308 members 
Entering Unmasked Estep 
Score: -14539136.000000 Penalty: 5836.778809
	Iteration 17Q: 3 clusters Score -1.453914e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 127447 members 
Entering Unmasked Estep 
Score: -14539284.000000 Penalty: 5836.778809
	Iteration 18Q: 3 clusters Score -1.453928e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 127554 members 
Entering Unmasked Estep 
Score: -14539410.000000 Penalty: 5836.778809
	Iteration 19Q: 3 clusters Score -1.453941e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 127631 members 
Entering Unmasked Estep 
Score: -14539534.000000 Penalty: 5836.778809
	Iteration 20F: 3 clusters Score -1.453953e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 127684 members 
Entering Unmasked Estep 
Score: -14539614.000000 Penalty: 5836.778809
	Iteration 21Q: 3 clusters Score -1.453961e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -14539678.000000 Penalty: 5836.778809
	Iteration 22Q: 3 clusters Score -1.453968e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 127741 members 
Entering Unmasked Estep 
Score: -14539709.000000 Penalty: 5836.778809
	Iteration 23Q: 3 clusters Score -1.453971e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 127759 members 
Entering Unmasked Estep 
Score: -14539748.000000 Penalty: 5836.778809
	Iteration 24Q: 3 clusters Score -1.453975e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 127781 members 
Entering Unmasked Estep 
Score: -14539736.000000 Penalty: 5836.778809
	Iteration 25Q: 3 clusters Score -1.453974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 127797 members 
Entering Unmasked Estep 
Score: -14539766.000000 Penalty: 5836.778809
	Iteration 26Q: 3 clusters Score -1.453977e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 127798 members 
Entering Unmasked Estep 
Score: -14539785.000000 Penalty: 5836.778809
	Iteration 27Q: 3 clusters Score -1.453978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 127803 members 
Entering Unmasked Estep 
Score: -14539809.000000 Penalty: 5836.778809
	Iteration 28Q: 3 clusters Score -1.453981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 127807 members 
Entering Unmasked Estep 
Score: -14539811.000000 Penalty: 5836.778809
	Iteration 29Q: 3 clusters Score -1.453981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 127816 members 
Entering Unmasked Estep 
Score: -14539837.000000 Penalty: 5836.778809
	Iteration 30Q: 3 clusters Score -1.453984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 127817 members 
Entering Unmasked Estep 
Score: -14539849.000000 Penalty: 5836.778809
	Iteration 31Q: 3 clusters Score -1.453985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 127826 members 
Entering Unmasked Estep 
Score: -14539851.000000 Penalty: 5836.778809
	Iteration 32Q: 3 clusters Score -1.453985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 127827 members 
Entering Unmasked Estep 
Score: -14539877.000000 Penalty: 5836.778809
	Iteration 33Q: 3 clusters Score -1.453988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 127827 members 
Entering Unmasked Estep 
Score: -14539910.000000 Penalty: 5836.778809
	Iteration 34Q: 3 clusters Score -1.453991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -14539916.000000 Penalty: 5836.778809
	Iteration 35Q: 3 clusters Score -1.453992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -14539931.000000 Penalty: 5836.778809
	Iteration 36Q: 3 clusters Score -1.453993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 127828 members 
Entering Unmasked Estep 
Score: -14539931.000000 Penalty: 5836.778809
	Iteration 37Q: 3 clusters Score -1.453993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 127827 members 
Entering Unmasked Estep 
Score: -14539938.000000 Penalty: 5836.778809
	Iteration 38Q: 3 clusters Score -1.453994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 127825 members 
Entering Unmasked Estep 
Score: -14539949.000000 Penalty: 5836.778809
	Iteration 39Q: 3 clusters Score -1.453995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 127827 members 
Entering Unmasked Estep 
Score: -14539943.000000 Penalty: 5836.778809
	Iteration 40F: 3 clusters Score -1.453994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 127829 members 
Entering Unmasked Estep 
Score: -14539930.000000 Penalty: 5836.778809
	Iteration 41Q: 3 clusters Score -1.453993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 127831 members 
Entering Unmasked Estep 
Score: -14539931.000000 Penalty: 5836.778809
	Iteration 42Q: 3 clusters Score -1.453993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 127838 members 
Entering Unmasked Estep 
Score: -14539930.000000 Penalty: 5836.778809
	Iteration 43Q: 3 clusters Score -1.453993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 127840 members 
Entering Unmasked Estep 
Score: -14539942.000000 Penalty: 5836.778809
	Iteration 44Q: 3 clusters Score -1.453994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 127841 members 
Entering Unmasked Estep 
Score: -14539944.000000 Penalty: 5836.778809
	Iteration 45Q: 3 clusters Score -1.453994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 127843 members 
Entering Unmasked Estep 
Score: -14539945.000000 Penalty: 5836.778809
	Iteration 46Q: 3 clusters Score -1.453994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 127843 members 
Entering Unmasked Estep 
Score: -14539939.000000 Penalty: 5836.778809
	Iteration 47Q: 3 clusters Score -1.453994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 127843 members 
Entering Unmasked Estep 
Score: -14539942.000000 Penalty: 5836.778809
	Iteration 48Q: 3 clusters Score -1.453994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 127843 members 
Entering Unmasked Estep 
Score: -14539942.000000 Penalty: 5836.778809
	Iteration 49F: 3 clusters Score -1.453994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (212969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212969 members 
Entering Unmasked Estep 
Score: -24450440.000000 Penalty: 3042.687744
	Iteration 0F: 2 clusters Score -2.445044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106724 members 
Mstep: Class 2 contains 106245 members 
Entering Unmasked Estep 
Score: -24328164.000000 Penalty: 6085.375488
	Iteration 0F: 3 clusters Score -2.432816e+07 nChanged 102417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109783 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -24387854.000000 Penalty: 6085.375488
	Iteration 1F: 3 clusters Score -2.438785e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 101582 members 
Entering Unmasked Estep 
Score: -24388742.000000 Penalty: 6085.375488
	Iteration 2Q: 3 clusters Score -2.438874e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113914 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -24389854.000000 Penalty: 6085.375488
	Iteration 3Q: 3 clusters Score -2.438985e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117824 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -24391396.000000 Penalty: 6085.375488
	Iteration 4Q: 3 clusters Score -2.43914e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -24393962.000000 Penalty: 6085.375488
	Iteration 5Q: 3 clusters Score -2.439396e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132826 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -24398470.000000 Penalty: 6085.375488
	Iteration 6Q: 3 clusters Score -2.439847e+07 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145960 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -24406570.000000 Penalty: 6085.375488
	Iteration 7F: 3 clusters Score -2.440657e+07 nChanged 17386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163310 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -24419420.000000 Penalty: 6085.375488
	Iteration 8F: 3 clusters Score -2.441942e+07 nChanged 19555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182843 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -24431876.000000 Penalty: 6085.375488
	Iteration 9F: 3 clusters Score -2.443188e+07 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198577 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -24439940.000000 Penalty: 6085.375488
	Iteration 10F: 3 clusters Score -2.443994e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207143 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -24444412.000000 Penalty: 6085.375488
	Iteration 11Q: 3 clusters Score -2.444441e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210720 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -24446500.000000 Penalty: 6085.375488
	Iteration 12Q: 3 clusters Score -2.44465e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211922 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -24447172.000000 Penalty: 6085.375488
	Iteration 13Q: 3 clusters Score -2.444717e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212316 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -24447470.000000 Penalty: 6085.375488
	Iteration 14Q: 3 clusters Score -2.444747e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212433 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -24447564.000000 Penalty: 6085.375488
	Iteration 15Q: 3 clusters Score -2.444756e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212479 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -24447692.000000 Penalty: 6085.375488
	Iteration 16Q: 3 clusters Score -2.444769e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212492 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -24447744.000000 Penalty: 6085.375488
	Iteration 17Q: 3 clusters Score -2.444774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212512 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -24447754.000000 Penalty: 6085.375488
	Iteration 18Q: 3 clusters Score -2.444775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212523 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -24447734.000000 Penalty: 6085.375488
	Iteration 19Q: 3 clusters Score -2.444773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212531 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -24447754.000000 Penalty: 6085.375488
	Iteration 20F: 3 clusters Score -2.444775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212534 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -24447770.000000 Penalty: 6085.375488
	Iteration 21Q: 3 clusters Score -2.444777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212537 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24447778.000000 Penalty: 6085.375488
	Iteration 22Q: 3 clusters Score -2.444778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212537 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24447820.000000 Penalty: 6085.375488
	Iteration 23Q: 3 clusters Score -2.444782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212538 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -24447828.000000 Penalty: 6085.375488
	Iteration 24Q: 3 clusters Score -2.444783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212539 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -24447830.000000 Penalty: 6085.375488
	Iteration 25Q: 3 clusters Score -2.444783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212543 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24447834.000000 Penalty: 6085.375488
	Iteration 26Q: 3 clusters Score -2.444783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212545 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -24447836.000000 Penalty: 6085.375488
	Iteration 27Q: 3 clusters Score -2.444784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212544 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -24447844.000000 Penalty: 6085.375488
	Iteration 28Q: 3 clusters Score -2.444784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212541 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -24447848.000000 Penalty: 6085.375488
	Iteration 29Q: 3 clusters Score -2.444785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212543 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24447834.000000 Penalty: 6085.375488
	Iteration 30Q: 3 clusters Score -2.444783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212543 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24447844.000000 Penalty: 6085.375488
	Iteration 31Q: 3 clusters Score -2.444784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212544 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -24447842.000000 Penalty: 6085.375488
	Iteration 32Q: 3 clusters Score -2.444784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212545 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -24447856.000000 Penalty: 6085.375488
	Iteration 33Q: 3 clusters Score -2.444786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212545 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -24447856.000000 Penalty: 6085.375488
	Iteration 34F: 3 clusters Score -2.444786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 387 members 
Entering Unmasked Estep 
Score: -73511.375000 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73511.38 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73722.046875 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73722.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73811.593750 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -73811.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73867.585938 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73867.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73899.703125 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73899.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73923.835938 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73923.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73937.320312 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73937.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73943.531250 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -73943.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73949.679688 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -73949.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73954.171875 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -73954.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73959.820312 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -73959.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73965.273438 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -73965.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73966.796875 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -73966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73966.796875 Penalty: 3267.424805
	Iteration 13F: 3 clusters Score -73966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Entering Unmasked Estep 
Score: -2605422.250000 Penalty: 2492.894287
	Iteration 0F: 2 clusters Score -2605422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2589142.750000 Penalty: 4985.788574
	Iteration 0F: 3 clusters Score -2589143 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2594928.500000 Penalty: 4985.788574
	Iteration 1F: 3 clusters Score -2594928 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2595817.250000 Penalty: 4985.788574
	Iteration 2F: 3 clusters Score -2595817 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2596978.000000 Penalty: 4985.788574
	Iteration 3F: 3 clusters Score -2596978 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2598351.500000 Penalty: 4985.788574
	Iteration 4F: 3 clusters Score -2598352 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2599622.250000 Penalty: 4985.788574
	Iteration 5F: 3 clusters Score -2599622 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2600667.500000 Penalty: 4985.788574
	Iteration 6F: 3 clusters Score -2600668 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2601518.250000 Penalty: 4985.788574
	Iteration 7F: 3 clusters Score -2601518 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2602274.250000 Penalty: 4985.788574
	Iteration 8Q: 3 clusters Score -2602274 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2603055.750000 Penalty: 4985.788574
	Iteration 9Q: 3 clusters Score -2603056 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2603677.500000 Penalty: 4985.788574
	Iteration 10Q: 3 clusters Score -2603678 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2604225.250000 Penalty: 4985.788574
	Iteration 11Q: 3 clusters Score -2604225 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2604638.500000 Penalty: 4985.788574
	Iteration 12Q: 3 clusters Score -2604638 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2604933.750000 Penalty: 4985.788574
	Iteration 13Q: 3 clusters Score -2604934 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2605146.250000 Penalty: 4985.788574
	Iteration 14Q: 3 clusters Score -2605146 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2605308.500000 Penalty: 4985.788574
	Iteration 15Q: 3 clusters Score -2605308 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2605459.000000 Penalty: 4985.788574
	Iteration 16Q: 3 clusters Score -2605459 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2605573.500000 Penalty: 4985.788574
	Iteration 17Q: 3 clusters Score -2605574 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2605655.250000 Penalty: 4985.788574
	Iteration 18Q: 3 clusters Score -2605655 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2605732.500000 Penalty: 4985.788574
	Iteration 19Q: 3 clusters Score -2605732 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2605796.500000 Penalty: 4985.788574
	Iteration 20F: 3 clusters Score -2605796 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2605829.000000 Penalty: 4985.788574
	Iteration 21Q: 3 clusters Score -2605829 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2605860.000000 Penalty: 4985.788574
	Iteration 22Q: 3 clusters Score -2605860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2605894.250000 Penalty: 4985.788574
	Iteration 23Q: 3 clusters Score -2605894 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2605918.750000 Penalty: 4985.788574
	Iteration 24Q: 3 clusters Score -2605919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2605932.750000 Penalty: 4985.788574
	Iteration 25Q: 3 clusters Score -2605933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2605947.250000 Penalty: 4985.788574
	Iteration 26Q: 3 clusters Score -2605947 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2605958.750000 Penalty: 4985.788574
	Iteration 27Q: 3 clusters Score -2605959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2605973.000000 Penalty: 4985.788574
	Iteration 28Q: 3 clusters Score -2605973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2605980.500000 Penalty: 4985.788574
	Iteration 29Q: 3 clusters Score -2605980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2605991.250000 Penalty: 4985.788574
	Iteration 30Q: 3 clusters Score -2605991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2605999.250000 Penalty: 4985.788574
	Iteration 31Q: 3 clusters Score -2605999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2606003.000000 Penalty: 4985.788574
	Iteration 32Q: 3 clusters Score -2606003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2606012.250000 Penalty: 4985.788574
	Iteration 33Q: 3 clusters Score -2606012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2606020.250000 Penalty: 4985.788574
	Iteration 34Q: 3 clusters Score -2606020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2606025.000000 Penalty: 4985.788574
	Iteration 35Q: 3 clusters Score -2606025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2606028.000000 Penalty: 4985.788574
	Iteration 36Q: 3 clusters Score -2606028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2606031.250000 Penalty: 4985.788574
	Iteration 37Q: 3 clusters Score -2606031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2606030.750000 Penalty: 4985.788574
	Iteration 38Q: 3 clusters Score -2606031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2606039.250000 Penalty: 4985.788574
	Iteration 39Q: 3 clusters Score -2606039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2606045.000000 Penalty: 4985.788574
	Iteration 40F: 3 clusters Score -2606045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2606049.250000 Penalty: 4985.788574
	Iteration 41Q: 3 clusters Score -2606049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2606048.500000 Penalty: 4985.788574
	Iteration 42Q: 3 clusters Score -2606048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2606048.000000 Penalty: 4985.788574
	Iteration 43Q: 3 clusters Score -2606048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2606048.750000 Penalty: 4985.788574
	Iteration 44Q: 3 clusters Score -2606049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2606050.250000 Penalty: 4985.788574
	Iteration 45Q: 3 clusters Score -2606050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2606054.750000 Penalty: 4985.788574
	Iteration 46Q: 3 clusters Score -2606055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2606054.750000 Penalty: 4985.788574
	Iteration 47F: 3 clusters Score -2606055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 20151 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 3051 members 
Entering Unmasked Estep 
Score: -139280848.000000 Penalty: 223341.859375
Splitting cluster 10 changes total score from -139280912.000000 to -139280848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1200530.625000 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -1200531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1191828.375000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -1191828 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1194572.625000 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -1194573 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1195262.375000 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -1195262 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1196012.125000 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -1196012 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1196638.500000 Penalty: 4640.746094
	Iteration 4F: 3 clusters Score -1196638 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1197165.375000 Penalty: 4640.746094
	Iteration 5F: 3 clusters Score -1197165 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1197560.000000 Penalty: 4640.746094
	Iteration 6F: 3 clusters Score -1197560 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1197879.250000 Penalty: 4640.746094
	Iteration 7F: 3 clusters Score -1197879 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1198107.125000 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -1198107 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1198249.250000 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -1198249 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1198351.500000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -1198352 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1198428.875000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -1198429 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1198497.500000 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -1198498 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1198544.125000 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -1198544 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1198583.625000 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -1198584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1198616.125000 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -1198616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1198644.875000 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -1198645 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1198664.875000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -1198665 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1198686.750000 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -1198687 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1198710.250000 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -1198710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1198722.750000 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -1198723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1198736.375000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -1198736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1198752.500000 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -1198752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1198758.875000 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -1198759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1198774.625000 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -1198775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1198784.875000 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -1198785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1198801.500000 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -1198802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1198809.750000 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -1198810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1198822.500000 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -1198822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1198834.625000 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -1198835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1198845.625000 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -1198846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1198861.375000 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -1198861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1198876.625000 Penalty: 4640.746094
	Iteration 32Q: 3 clusters Score -1198877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1198891.125000 Penalty: 4640.746094
	Iteration 33Q: 3 clusters Score -1198891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1198911.375000 Penalty: 4640.746094
	Iteration 34Q: 3 clusters Score -1198911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1198930.875000 Penalty: 4640.746094
	Iteration 35Q: 3 clusters Score -1198931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1198957.125000 Penalty: 4640.746094
	Iteration 36Q: 3 clusters Score -1198957 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1199001.500000 Penalty: 4640.746094
	Iteration 37Q: 3 clusters Score -1199002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1199065.375000 Penalty: 4640.746094
	Iteration 38Q: 3 clusters Score -1199065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1199159.250000 Penalty: 4640.746094
	Iteration 39Q: 3 clusters Score -1199159 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1199272.125000 Penalty: 4640.746094
	Iteration 40F: 3 clusters Score -1199272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1199353.500000 Penalty: 4640.746094
	Iteration 41Q: 3 clusters Score -1199354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1199414.000000 Penalty: 4640.746094
	Iteration 42Q: 3 clusters Score -1199414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1199448.125000 Penalty: 4640.746094
	Iteration 43Q: 3 clusters Score -1199448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1199480.875000 Penalty: 4640.746094
	Iteration 44Q: 3 clusters Score -1199481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1199509.250000 Penalty: 4640.746094
	Iteration 45Q: 3 clusters Score -1199509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1199538.500000 Penalty: 4640.746094
	Iteration 46Q: 3 clusters Score -1199538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1199559.500000 Penalty: 4640.746094
	Iteration 47Q: 3 clusters Score -1199560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1199578.125000 Penalty: 4640.746094
	Iteration 48Q: 3 clusters Score -1199578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1199589.125000 Penalty: 4640.746094
	Iteration 49Q: 3 clusters Score -1199589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1199599.875000 Penalty: 4640.746094
	Iteration 50Q: 3 clusters Score -1199600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1199611.625000 Penalty: 4640.746094
	Iteration 51Q: 3 clusters Score -1199612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1199623.250000 Penalty: 4640.746094
	Iteration 52Q: 3 clusters Score -1199623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1199634.250000 Penalty: 4640.746094
	Iteration 53Q: 3 clusters Score -1199634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1199636.125000 Penalty: 4640.746094
	Iteration 54Q: 3 clusters Score -1199636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1199638.500000 Penalty: 4640.746094
	Iteration 55Q: 3 clusters Score -1199638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1199641.875000 Penalty: 4640.746094
	Iteration 56Q: 3 clusters Score -1199642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1199641.125000 Penalty: 4640.746094
	Iteration 57Q: 3 clusters Score -1199641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1199643.500000 Penalty: 4640.746094
	Iteration 58Q: 3 clusters Score -1199644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1199645.125000 Penalty: 4640.746094
	Iteration 59Q: 3 clusters Score -1199645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1199644.375000 Penalty: 4640.746094
	Iteration 60F: 3 clusters Score -1199644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1199643.875000 Penalty: 4640.746094
	Iteration 61Q: 3 clusters Score -1199644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1199645.125000 Penalty: 4640.746094
	Iteration 62Q: 3 clusters Score -1199645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1199645.125000 Penalty: 4640.746094
	Iteration 63F: 3 clusters Score -1199645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Entering Unmasked Estep 
Score: -1577458.250000 Penalty: 2372.294678
	Iteration 0F: 2 clusters Score -1577458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1566987.875000 Penalty: 4744.589355
	Iteration 0F: 3 clusters Score -1566988 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1570304.250000 Penalty: 4744.589355
	Iteration 1F: 3 clusters Score -1570304 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1570736.125000 Penalty: 4744.589355
	Iteration 2F: 3 clusters Score -1570736 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1571122.375000 Penalty: 4744.589355
	Iteration 3F: 3 clusters Score -1571122 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1571492.125000 Penalty: 4744.589355
	Iteration 4Q: 3 clusters Score -1571492 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1571858.875000 Penalty: 4744.589355
	Iteration 5Q: 3 clusters Score -1571859 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1572244.625000 Penalty: 4744.589355
	Iteration 6Q: 3 clusters Score -1572245 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1572603.250000 Penalty: 4744.589355
	Iteration 7Q: 3 clusters Score -1572603 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1572933.875000 Penalty: 4744.589355
	Iteration 8Q: 3 clusters Score -1572934 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1573240.500000 Penalty: 4744.589355
	Iteration 9Q: 3 clusters Score -1573240 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1573467.500000 Penalty: 4744.589355
	Iteration 10Q: 3 clusters Score -1573468 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1573666.750000 Penalty: 4744.589355
	Iteration 11Q: 3 clusters Score -1573667 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1573808.625000 Penalty: 4744.589355
	Iteration 12Q: 3 clusters Score -1573809 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1573891.875000 Penalty: 4744.589355
	Iteration 13Q: 3 clusters Score -1573892 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1573951.125000 Penalty: 4744.589355
	Iteration 14Q: 3 clusters Score -1573951 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1574003.375000 Penalty: 4744.589355
	Iteration 15Q: 3 clusters Score -1574003 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1574042.875000 Penalty: 4744.589355
	Iteration 16Q: 3 clusters Score -1574043 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1574078.875000 Penalty: 4744.589355
	Iteration 17Q: 3 clusters Score -1574079 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1574109.625000 Penalty: 4744.589355
	Iteration 18Q: 3 clusters Score -1574110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1574134.000000 Penalty: 4744.589355
	Iteration 19Q: 3 clusters Score -1574134 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1574148.625000 Penalty: 4744.589355
	Iteration 20F: 3 clusters Score -1574149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1574171.750000 Penalty: 4744.589355
	Iteration 21Q: 3 clusters Score -1574172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1574180.750000 Penalty: 4744.589355
	Iteration 22Q: 3 clusters Score -1574181 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1574196.875000 Penalty: 4744.589355
	Iteration 23Q: 3 clusters Score -1574197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1574206.000000 Penalty: 4744.589355
	Iteration 24Q: 3 clusters Score -1574206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1574215.875000 Penalty: 4744.589355
	Iteration 25Q: 3 clusters Score -1574216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1574226.125000 Penalty: 4744.589355
	Iteration 26Q: 3 clusters Score -1574226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1574229.000000 Penalty: 4744.589355
	Iteration 27Q: 3 clusters Score -1574229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1574233.750000 Penalty: 4744.589355
	Iteration 28Q: 3 clusters Score -1574234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1574239.250000 Penalty: 4744.589355
	Iteration 29Q: 3 clusters Score -1574239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1574241.875000 Penalty: 4744.589355
	Iteration 30Q: 3 clusters Score -1574242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1574244.875000 Penalty: 4744.589355
	Iteration 31Q: 3 clusters Score -1574245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1574243.250000 Penalty: 4744.589355
	Iteration 32Q: 3 clusters Score -1574243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1574255.750000 Penalty: 4744.589355
	Iteration 33Q: 3 clusters Score -1574256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1574265.375000 Penalty: 4744.589355
	Iteration 34Q: 3 clusters Score -1574265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1574263.875000 Penalty: 4744.589355
	Iteration 35Q: 3 clusters Score -1574264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1574267.125000 Penalty: 4744.589355
	Iteration 36Q: 3 clusters Score -1574267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1574271.000000 Penalty: 4744.589355
	Iteration 37Q: 3 clusters Score -1574271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1574277.500000 Penalty: 4744.589355
	Iteration 38Q: 3 clusters Score -1574278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1574280.000000 Penalty: 4744.589355
	Iteration 39Q: 3 clusters Score -1574280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1574288.375000 Penalty: 4744.589355
	Iteration 40F: 3 clusters Score -1574288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1574290.125000 Penalty: 4744.589355
	Iteration 41Q: 3 clusters Score -1574290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1574290.000000 Penalty: 4744.589355
	Iteration 42Q: 3 clusters Score -1574290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1574293.000000 Penalty: 4744.589355
	Iteration 43Q: 3 clusters Score -1574293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1574297.750000 Penalty: 4744.589355
	Iteration 44Q: 3 clusters Score -1574298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1574299.625000 Penalty: 4744.589355
	Iteration 45Q: 3 clusters Score -1574300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1574299.250000 Penalty: 4744.589355
	Iteration 46Q: 3 clusters Score -1574299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1574299.375000 Penalty: 4744.589355
	Iteration 47Q: 3 clusters Score -1574299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1574299.375000 Penalty: 4744.589355
	Iteration 48Q: 3 clusters Score -1574299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1574297.125000 Penalty: 4744.589355
	Iteration 49Q: 3 clusters Score -1574297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1574300.500000 Penalty: 4744.589355
	Iteration 50Q: 3 clusters Score -1574300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1574302.000000 Penalty: 4744.589355
	Iteration 51Q: 3 clusters Score -1574302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1574301.625000 Penalty: 4744.589355
	Iteration 52Q: 3 clusters Score -1574302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1574303.375000 Penalty: 4744.589355
	Iteration 53Q: 3 clusters Score -1574303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1574304.375000 Penalty: 4744.589355
	Iteration 54Q: 3 clusters Score -1574304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1574306.125000 Penalty: 4744.589355
	Iteration 55Q: 3 clusters Score -1574306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1574308.000000 Penalty: 4744.589355
	Iteration 56Q: 3 clusters Score -1574308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1574308.000000 Penalty: 4744.589355
	Iteration 57F: 3 clusters Score -1574308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -396791.000000 Penalty: 2035.435791
	Iteration 0F: 2 clusters Score -396791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -393182.468750 Penalty: 4070.871582
	Iteration 0F: 3 clusters Score -393182.5 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -394072.625000 Penalty: 4070.871582
	Iteration 1F: 3 clusters Score -394072.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -394368.875000 Penalty: 4070.871582
	Iteration 2F: 3 clusters Score -394368.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -394654.812500 Penalty: 4070.871582
	Iteration 3F: 3 clusters Score -394654.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -394984.750000 Penalty: 4070.871582
	Iteration 4F: 3 clusters Score -394984.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -395362.343750 Penalty: 4070.871582
	Iteration 5F: 3 clusters Score -395362.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -395745.093750 Penalty: 4070.871582
	Iteration 6F: 3 clusters Score -395745.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -396084.218750 Penalty: 4070.871582
	Iteration 7F: 3 clusters Score -396084.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -396311.937500 Penalty: 4070.871582
	Iteration 8Q: 3 clusters Score -396311.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -396447.562500 Penalty: 4070.871582
	Iteration 9Q: 3 clusters Score -396447.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -396518.093750 Penalty: 4070.871582
	Iteration 10Q: 3 clusters Score -396518.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -396553.062500 Penalty: 4070.871582
	Iteration 11Q: 3 clusters Score -396553.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -396576.718750 Penalty: 4070.871582
	Iteration 12Q: 3 clusters Score -396576.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -396598.906250 Penalty: 4070.871582
	Iteration 13Q: 3 clusters Score -396598.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -396625.125000 Penalty: 4070.871582
	Iteration 14Q: 3 clusters Score -396625.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -396639.156250 Penalty: 4070.871582
	Iteration 15Q: 3 clusters Score -396639.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -396648.875000 Penalty: 4070.871582
	Iteration 16Q: 3 clusters Score -396648.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -396654.500000 Penalty: 4070.871582
	Iteration 17Q: 3 clusters Score -396654.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -396658.875000 Penalty: 4070.871582
	Iteration 18Q: 3 clusters Score -396658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -396660.250000 Penalty: 4070.871582
	Iteration 19Q: 3 clusters Score -396660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -396662.031250 Penalty: 4070.871582
	Iteration 20F: 3 clusters Score -396662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -396663.281250 Penalty: 4070.871582
	Iteration 21Q: 3 clusters Score -396663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -396663.312500 Penalty: 4070.871582
	Iteration 22Q: 3 clusters Score -396663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -396664.437500 Penalty: 4070.871582
	Iteration 23Q: 3 clusters Score -396664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -396664.843750 Penalty: 4070.871582
	Iteration 24Q: 3 clusters Score -396664.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -396664.843750 Penalty: 4070.871582
	Iteration 25F: 3 clusters Score -396664.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Entering Unmasked Estep 
Score: -5271766.000000 Penalty: 2666.005127
	Iteration 0F: 2 clusters Score -5271766 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 23220 members 
Entering Unmasked Estep 
Score: -5240279.000000 Penalty: 5332.010254
	Iteration 0F: 3 clusters Score -5240279 nChanged 21502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -5252441.000000 Penalty: 5332.010254
	Iteration 1F: 3 clusters Score -5252441 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -5253525.000000 Penalty: 5332.010254
	Iteration 2F: 3 clusters Score -5253525 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5254729.000000 Penalty: 5332.010254
	Iteration 3F: 3 clusters Score -5254729 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -5256123.000000 Penalty: 5332.010254
	Iteration 4F: 3 clusters Score -5256123 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5257790.500000 Penalty: 5332.010254
	Iteration 5F: 3 clusters Score -5257790 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -5259622.000000 Penalty: 5332.010254
	Iteration 6F: 3 clusters Score -5259622 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -5261476.500000 Penalty: 5332.010254
	Iteration 7F: 3 clusters Score -5261476 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -5263041.000000 Penalty: 5332.010254
	Iteration 8F: 3 clusters Score -5263041 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -5264255.000000 Penalty: 5332.010254
	Iteration 9Q: 3 clusters Score -5264255 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5265172.500000 Penalty: 5332.010254
	Iteration 10Q: 3 clusters Score -5265172 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -5265915.000000 Penalty: 5332.010254
	Iteration 11Q: 3 clusters Score -5265915 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -5266520.500000 Penalty: 5332.010254
	Iteration 12Q: 3 clusters Score -5266520 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5267110.000000 Penalty: 5332.010254
	Iteration 13Q: 3 clusters Score -5267110 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5267656.000000 Penalty: 5332.010254
	Iteration 14Q: 3 clusters Score -5267656 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5268112.500000 Penalty: 5332.010254
	Iteration 15Q: 3 clusters Score -5268112 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5268487.000000 Penalty: 5332.010254
	Iteration 16Q: 3 clusters Score -5268487 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5268864.000000 Penalty: 5332.010254
	Iteration 17Q: 3 clusters Score -5268864 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5269211.000000 Penalty: 5332.010254
	Iteration 18Q: 3 clusters Score -5269211 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5269536.500000 Penalty: 5332.010254
	Iteration 19Q: 3 clusters Score -5269536 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5269825.000000 Penalty: 5332.010254
	Iteration 20F: 3 clusters Score -5269825 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5270051.000000 Penalty: 5332.010254
	Iteration 21Q: 3 clusters Score -5270051 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5270189.500000 Penalty: 5332.010254
	Iteration 22Q: 3 clusters Score -5270190 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5270255.500000 Penalty: 5332.010254
	Iteration 23Q: 3 clusters Score -5270256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5270301.000000 Penalty: 5332.010254
	Iteration 24Q: 3 clusters Score -5270301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5270320.500000 Penalty: 5332.010254
	Iteration 25Q: 3 clusters Score -5270320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5270331.500000 Penalty: 5332.010254
	Iteration 26Q: 3 clusters Score -5270332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5270333.500000 Penalty: 5332.010254
	Iteration 27Q: 3 clusters Score -5270334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5270337.500000 Penalty: 5332.010254
	Iteration 28Q: 3 clusters Score -5270338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5270333.500000 Penalty: 5332.010254
	Iteration 29Q: 3 clusters Score -5270334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5270333.500000 Penalty: 5332.010254
	Iteration 30Q: 3 clusters Score -5270334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5270336.000000 Penalty: 5332.010254
	Iteration 31Q: 3 clusters Score -5270336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5270344.000000 Penalty: 5332.010254
	Iteration 32Q: 3 clusters Score -5270344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5270345.000000 Penalty: 5332.010254
	Iteration 33Q: 3 clusters Score -5270345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5270341.500000 Penalty: 5332.010254
	Iteration 34Q: 3 clusters Score -5270342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5270348.500000 Penalty: 5332.010254
	Iteration 35Q: 3 clusters Score -5270348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5270348.500000 Penalty: 5332.010254
	Iteration 36F: 3 clusters Score -5270348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Entering Unmasked Estep 
Score: -1516860.000000 Penalty: 2370.690430
	Iteration 0F: 2 clusters Score -1516860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1506600.375000 Penalty: 4741.380859
	Iteration 0F: 3 clusters Score -1506600 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1509929.500000 Penalty: 4741.380859
	Iteration 1F: 3 clusters Score -1509930 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1510318.125000 Penalty: 4741.380859
	Iteration 2F: 3 clusters Score -1510318 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1510631.000000 Penalty: 4741.380859
	Iteration 3F: 3 clusters Score -1510631 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1510877.000000 Penalty: 4741.380859
	Iteration 4Q: 3 clusters Score -1510877 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1511111.375000 Penalty: 4741.380859
	Iteration 5Q: 3 clusters Score -1511111 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1511392.250000 Penalty: 4741.380859
	Iteration 6Q: 3 clusters Score -1511392 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1511705.250000 Penalty: 4741.380859
	Iteration 7Q: 3 clusters Score -1511705 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1512109.250000 Penalty: 4741.380859
	Iteration 8Q: 3 clusters Score -1512109 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1512612.875000 Penalty: 4741.380859
	Iteration 9Q: 3 clusters Score -1512613 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1513255.250000 Penalty: 4741.380859
	Iteration 10F: 3 clusters Score -1513255 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1513848.375000 Penalty: 4741.380859
	Iteration 11F: 3 clusters Score -1513848 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1514294.375000 Penalty: 4741.380859
	Iteration 12Q: 3 clusters Score -1514294 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1514598.250000 Penalty: 4741.380859
	Iteration 13Q: 3 clusters Score -1514598 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1514760.625000 Penalty: 4741.380859
	Iteration 14Q: 3 clusters Score -1514761 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1514870.750000 Penalty: 4741.380859
	Iteration 15Q: 3 clusters Score -1514871 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1514980.125000 Penalty: 4741.380859
	Iteration 16Q: 3 clusters Score -1514980 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1515083.250000 Penalty: 4741.380859
	Iteration 17Q: 3 clusters Score -1515083 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1515185.750000 Penalty: 4741.380859
	Iteration 18Q: 3 clusters Score -1515186 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1515311.125000 Penalty: 4741.380859
	Iteration 19Q: 3 clusters Score -1515311 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1515464.125000 Penalty: 4741.380859
	Iteration 20F: 3 clusters Score -1515464 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1515607.500000 Penalty: 4741.380859
	Iteration 21Q: 3 clusters Score -1515608 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1515738.375000 Penalty: 4741.380859
	Iteration 22Q: 3 clusters Score -1515738 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1515863.750000 Penalty: 4741.380859
	Iteration 23Q: 3 clusters Score -1515864 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1515965.750000 Penalty: 4741.380859
	Iteration 24Q: 3 clusters Score -1515966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1516047.500000 Penalty: 4741.380859
	Iteration 25Q: 3 clusters Score -1516048 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1516136.250000 Penalty: 4741.380859
	Iteration 26Q: 3 clusters Score -1516136 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1516206.375000 Penalty: 4741.380859
	Iteration 27Q: 3 clusters Score -1516206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1516268.250000 Penalty: 4741.380859
	Iteration 28Q: 3 clusters Score -1516268 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1516303.500000 Penalty: 4741.380859
	Iteration 29Q: 3 clusters Score -1516304 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1516329.750000 Penalty: 4741.380859
	Iteration 30Q: 3 clusters Score -1516330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1516357.625000 Penalty: 4741.380859
	Iteration 31Q: 3 clusters Score -1516358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1516376.625000 Penalty: 4741.380859
	Iteration 32Q: 3 clusters Score -1516377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1516391.875000 Penalty: 4741.380859
	Iteration 33Q: 3 clusters Score -1516392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1516402.500000 Penalty: 4741.380859
	Iteration 34Q: 3 clusters Score -1516402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1516413.625000 Penalty: 4741.380859
	Iteration 35Q: 3 clusters Score -1516414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1516419.500000 Penalty: 4741.380859
	Iteration 36Q: 3 clusters Score -1516420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1516423.125000 Penalty: 4741.380859
	Iteration 37Q: 3 clusters Score -1516423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1516425.750000 Penalty: 4741.380859
	Iteration 38Q: 3 clusters Score -1516426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1516431.625000 Penalty: 4741.380859
	Iteration 39Q: 3 clusters Score -1516432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1516439.125000 Penalty: 4741.380859
	Iteration 40F: 3 clusters Score -1516439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1516447.625000 Penalty: 4741.380859
	Iteration 41Q: 3 clusters Score -1516448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1516451.875000 Penalty: 4741.380859
	Iteration 42Q: 3 clusters Score -1516452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1516456.750000 Penalty: 4741.380859
	Iteration 43Q: 3 clusters Score -1516457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1516467.875000 Penalty: 4741.380859
	Iteration 44Q: 3 clusters Score -1516468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1516482.750000 Penalty: 4741.380859
	Iteration 45Q: 3 clusters Score -1516483 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1516519.625000 Penalty: 4741.380859
	Iteration 46Q: 3 clusters Score -1516520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1516567.250000 Penalty: 4741.380859
	Iteration 47Q: 3 clusters Score -1516567 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1516639.250000 Penalty: 4741.380859
	Iteration 48Q: 3 clusters Score -1516639 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1516719.250000 Penalty: 4741.380859
	Iteration 49Q: 3 clusters Score -1516719 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1516811.375000 Penalty: 4741.380859
	Iteration 50Q: 3 clusters Score -1516811 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1516889.875000 Penalty: 4741.380859
	Iteration 51Q: 3 clusters Score -1516890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1516943.375000 Penalty: 4741.380859
	Iteration 52Q: 3 clusters Score -1516943 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1517003.750000 Penalty: 4741.380859
	Iteration 53Q: 3 clusters Score -1517004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1517050.125000 Penalty: 4741.380859
	Iteration 54Q: 3 clusters Score -1517050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1517069.625000 Penalty: 4741.380859
	Iteration 55Q: 3 clusters Score -1517070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1517094.000000 Penalty: 4741.380859
	Iteration 56Q: 3 clusters Score -1517094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1517103.250000 Penalty: 4741.380859
	Iteration 57Q: 3 clusters Score -1517103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1517108.250000 Penalty: 4741.380859
	Iteration 58Q: 3 clusters Score -1517108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1517117.125000 Penalty: 4741.380859
	Iteration 59Q: 3 clusters Score -1517117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1517120.250000 Penalty: 4741.380859
	Iteration 60F: 3 clusters Score -1517120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1517119.000000 Penalty: 4741.380859
	Iteration 61Q: 3 clusters Score -1517119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1517122.250000 Penalty: 4741.380859
	Iteration 62Q: 3 clusters Score -1517122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1517122.125000 Penalty: 4741.380859
	Iteration 63Q: 3 clusters Score -1517122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1517127.125000 Penalty: 4741.380859
	Iteration 64Q: 3 clusters Score -1517127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1517125.875000 Penalty: 4741.380859
	Iteration 65Q: 3 clusters Score -1517126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1517129.875000 Penalty: 4741.380859
	Iteration 66Q: 3 clusters Score -1517130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1517132.625000 Penalty: 4741.380859
	Iteration 67Q: 3 clusters Score -1517133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1517135.375000 Penalty: 4741.380859
	Iteration 68Q: 3 clusters Score -1517135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1517134.875000 Penalty: 4741.380859
	Iteration 69Q: 3 clusters Score -1517135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1517135.250000 Penalty: 4741.380859
	Iteration 70Q: 3 clusters Score -1517135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1517137.125000 Penalty: 4741.380859
	Iteration 71Q: 3 clusters Score -1517137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1517137.000000 Penalty: 4741.380859
	Iteration 72Q: 3 clusters Score -1517137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1517139.875000 Penalty: 4741.380859
	Iteration 73Q: 3 clusters Score -1517140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1517137.000000 Penalty: 4741.380859
	Iteration 74Q: 3 clusters Score -1517137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1517141.500000 Penalty: 4741.380859
	Iteration 75Q: 3 clusters Score -1517142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1517139.875000 Penalty: 4741.380859
	Iteration 76Q: 3 clusters Score -1517140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1517137.875000 Penalty: 4741.380859
	Iteration 77Q: 3 clusters Score -1517138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1517139.375000 Penalty: 4741.380859
	Iteration 78Q: 3 clusters Score -1517139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1517137.875000 Penalty: 4741.380859
	Iteration 79Q: 3 clusters Score -1517138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1517136.500000 Penalty: 4741.380859
	Iteration 80F: 3 clusters Score -1517136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1517138.250000 Penalty: 4741.380859
	Iteration 81Q: 3 clusters Score -1517138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1517137.750000 Penalty: 4741.380859
	Iteration 82Q: 3 clusters Score -1517138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1517137.750000 Penalty: 4741.380859
	Iteration 83F: 3 clusters Score -1517138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 8080 members 
Entering Unmasked Estep 
Score: -139279760.000000 Penalty: 223341.859375
Splitting cluster 15 changes total score from -139280912.000000 to -139279760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Entering Unmasked Estep 
Score: -561098.562500 Penalty: 2141.297607
	Iteration 0F: 2 clusters Score -561098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -556297.312500 Penalty: 4282.595215
	Iteration 0F: 3 clusters Score -556297.3 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -557618.187500 Penalty: 4282.595215
	Iteration 1F: 3 clusters Score -557618.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -557910.625000 Penalty: 4282.595215
	Iteration 2F: 3 clusters Score -557910.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -558144.000000 Penalty: 4282.595215
	Iteration 3F: 3 clusters Score -558144 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -558352.000000 Penalty: 4282.595215
	Iteration 4F: 3 clusters Score -558352 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -558529.500000 Penalty: 4282.595215
	Iteration 5Q: 3 clusters Score -558529.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -558683.000000 Penalty: 4282.595215
	Iteration 6Q: 3 clusters Score -558683 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -558820.000000 Penalty: 4282.595215
	Iteration 7Q: 3 clusters Score -558820 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -558935.437500 Penalty: 4282.595215
	Iteration 8Q: 3 clusters Score -558935.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -559032.500000 Penalty: 4282.595215
	Iteration 9Q: 3 clusters Score -559032.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -559116.000000 Penalty: 4282.595215
	Iteration 10Q: 3 clusters Score -559116 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -559193.187500 Penalty: 4282.595215
	Iteration 11Q: 3 clusters Score -559193.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -559261.750000 Penalty: 4282.595215
	Iteration 12Q: 3 clusters Score -559261.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -559325.875000 Penalty: 4282.595215
	Iteration 13Q: 3 clusters Score -559325.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -559370.937500 Penalty: 4282.595215
	Iteration 14Q: 3 clusters Score -559370.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -559414.500000 Penalty: 4282.595215
	Iteration 15Q: 3 clusters Score -559414.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -559455.500000 Penalty: 4282.595215
	Iteration 16Q: 3 clusters Score -559455.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -559506.375000 Penalty: 4282.595215
	Iteration 17Q: 3 clusters Score -559506.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -559571.312500 Penalty: 4282.595215
	Iteration 18Q: 3 clusters Score -559571.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -559643.062500 Penalty: 4282.595215
	Iteration 19Q: 3 clusters Score -559643.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -559714.812500 Penalty: 4282.595215
	Iteration 20F: 3 clusters Score -559714.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -559798.125000 Penalty: 4282.595215
	Iteration 21Q: 3 clusters Score -559798.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -559848.750000 Penalty: 4282.595215
	Iteration 22Q: 3 clusters Score -559848.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -559889.062500 Penalty: 4282.595215
	Iteration 23Q: 3 clusters Score -559889.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -559927.312500 Penalty: 4282.595215
	Iteration 24Q: 3 clusters Score -559927.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -559965.000000 Penalty: 4282.595215
	Iteration 25Q: 3 clusters Score -559965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -560000.937500 Penalty: 4282.595215
	Iteration 26Q: 3 clusters Score -560000.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -560026.312500 Penalty: 4282.595215
	Iteration 27Q: 3 clusters Score -560026.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -560042.562500 Penalty: 4282.595215
	Iteration 28Q: 3 clusters Score -560042.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -560056.750000 Penalty: 4282.595215
	Iteration 29Q: 3 clusters Score -560056.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -560067.500000 Penalty: 4282.595215
	Iteration 30Q: 3 clusters Score -560067.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -560078.125000 Penalty: 4282.595215
	Iteration 31Q: 3 clusters Score -560078.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -560090.875000 Penalty: 4282.595215
	Iteration 32Q: 3 clusters Score -560090.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -560101.562500 Penalty: 4282.595215
	Iteration 33Q: 3 clusters Score -560101.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -560107.125000 Penalty: 4282.595215
	Iteration 34Q: 3 clusters Score -560107.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -560112.312500 Penalty: 4282.595215
	Iteration 35Q: 3 clusters Score -560112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -560114.250000 Penalty: 4282.595215
	Iteration 36Q: 3 clusters Score -560114.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -560120.250000 Penalty: 4282.595215
	Iteration 37Q: 3 clusters Score -560120.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -560127.125000 Penalty: 4282.595215
	Iteration 38Q: 3 clusters Score -560127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -560133.687500 Penalty: 4282.595215
	Iteration 39Q: 3 clusters Score -560133.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -560143.875000 Penalty: 4282.595215
	Iteration 40F: 3 clusters Score -560143.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -560150.437500 Penalty: 4282.595215
	Iteration 41Q: 3 clusters Score -560150.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -560158.187500 Penalty: 4282.595215
	Iteration 42Q: 3 clusters Score -560158.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -560166.250000 Penalty: 4282.595215
	Iteration 43Q: 3 clusters Score -560166.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -560172.750000 Penalty: 4282.595215
	Iteration 44Q: 3 clusters Score -560172.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -560183.750000 Penalty: 4282.595215
	Iteration 45Q: 3 clusters Score -560183.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -560196.312500 Penalty: 4282.595215
	Iteration 46Q: 3 clusters Score -560196.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -560206.437500 Penalty: 4282.595215
	Iteration 47Q: 3 clusters Score -560206.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -560221.500000 Penalty: 4282.595215
	Iteration 48Q: 3 clusters Score -560221.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -560237.250000 Penalty: 4282.595215
	Iteration 49Q: 3 clusters Score -560237.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -560253.187500 Penalty: 4282.595215
	Iteration 50Q: 3 clusters Score -560253.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -560269.750000 Penalty: 4282.595215
	Iteration 51Q: 3 clusters Score -560269.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -560291.687500 Penalty: 4282.595215
	Iteration 52Q: 3 clusters Score -560291.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -560307.937500 Penalty: 4282.595215
	Iteration 53Q: 3 clusters Score -560307.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -560332.562500 Penalty: 4282.595215
	Iteration 54Q: 3 clusters Score -560332.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -560348.125000 Penalty: 4282.595215
	Iteration 55Q: 3 clusters Score -560348.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -560358.875000 Penalty: 4282.595215
	Iteration 56Q: 3 clusters Score -560358.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -560366.562500 Penalty: 4282.595215
	Iteration 57Q: 3 clusters Score -560366.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -560372.125000 Penalty: 4282.595215
	Iteration 58Q: 3 clusters Score -560372.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -560381.125000 Penalty: 4282.595215
	Iteration 59Q: 3 clusters Score -560381.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -560386.000000 Penalty: 4282.595215
	Iteration 60F: 3 clusters Score -560386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -560392.062500 Penalty: 4282.595215
	Iteration 61Q: 3 clusters Score -560392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -560397.875000 Penalty: 4282.595215
	Iteration 62Q: 3 clusters Score -560397.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -560400.500000 Penalty: 4282.595215
	Iteration 63Q: 3 clusters Score -560400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -560404.312500 Penalty: 4282.595215
	Iteration 64Q: 3 clusters Score -560404.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -560408.750000 Penalty: 4282.595215
	Iteration 65Q: 3 clusters Score -560408.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -560412.375000 Penalty: 4282.595215
	Iteration 66Q: 3 clusters Score -560412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -560415.437500 Penalty: 4282.595215
	Iteration 67Q: 3 clusters Score -560415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -560415.062500 Penalty: 4282.595215
	Iteration 68Q: 3 clusters Score -560415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -560416.125000 Penalty: 4282.595215
	Iteration 69Q: 3 clusters Score -560416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -560416.125000 Penalty: 4282.595215
	Iteration 70F: 3 clusters Score -560416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -422085.343750 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -422085.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -417991.750000 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -417991.8 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -419035.937500 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -419035.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -419346.531250 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -419346.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -419551.656250 Penalty: 4156.023438
	Iteration 3F: 3 clusters Score -419551.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -419725.062500 Penalty: 4156.023438
	Iteration 4Q: 3 clusters Score -419725.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -419900.531250 Penalty: 4156.023438
	Iteration 5Q: 3 clusters Score -419900.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -420059.812500 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -420059.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -420250.281250 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -420250.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -420485.968750 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -420486 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -420717.718750 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -420717.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -420932.531250 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -420932.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -421127.343750 Penalty: 4156.023438
	Iteration 11Q: 3 clusters Score -421127.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -421375.562500 Penalty: 4156.023438
	Iteration 12Q: 3 clusters Score -421375.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -421669.031250 Penalty: 4156.023438
	Iteration 13Q: 3 clusters Score -421669 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -421910.656250 Penalty: 4156.023438
	Iteration 14Q: 3 clusters Score -421910.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -422065.750000 Penalty: 4156.023438
	Iteration 15Q: 3 clusters Score -422065.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -422132.500000 Penalty: 4156.023438
	Iteration 16Q: 3 clusters Score -422132.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -422160.375000 Penalty: 4156.023438
	Iteration 17Q: 3 clusters Score -422160.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -422178.843750 Penalty: 4156.023438
	Iteration 18Q: 3 clusters Score -422178.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -422194.281250 Penalty: 4156.023438
	Iteration 19Q: 3 clusters Score -422194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -422204.437500 Penalty: 4156.023438
	Iteration 20F: 3 clusters Score -422204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -422206.218750 Penalty: 4156.023438
	Iteration 21Q: 3 clusters Score -422206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -422207.093750 Penalty: 4156.023438
	Iteration 22Q: 3 clusters Score -422207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -422207.093750 Penalty: 4156.023438
	Iteration 23F: 3 clusters Score -422207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 2767 members 
Entering Unmasked Estep 
Score: -139279536.000000 Penalty: 223341.859375
Splitting cluster 17 changes total score from -139280912.000000 to -139279536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (6299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Entering Unmasked Estep 
Score: -706943.625000 Penalty: 2169.540283
	Iteration 0F: 2 clusters Score -706943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -701598.125000 Penalty: 4339.080566
	Iteration 0F: 3 clusters Score -701598.1 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -702920.500000 Penalty: 4339.080566
	Iteration 1F: 3 clusters Score -702920.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -703120.125000 Penalty: 4339.080566
	Iteration 2F: 3 clusters Score -703120.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -703248.375000 Penalty: 4339.080566
	Iteration 3Q: 3 clusters Score -703248.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -703349.500000 Penalty: 4339.080566
	Iteration 4Q: 3 clusters Score -703349.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -703427.937500 Penalty: 4339.080566
	Iteration 5Q: 3 clusters Score -703427.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -703483.062500 Penalty: 4339.080566
	Iteration 6Q: 3 clusters Score -703483.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -703521.687500 Penalty: 4339.080566
	Iteration 7Q: 3 clusters Score -703521.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -703558.187500 Penalty: 4339.080566
	Iteration 8Q: 3 clusters Score -703558.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -703587.187500 Penalty: 4339.080566
	Iteration 9Q: 3 clusters Score -703587.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -703611.562500 Penalty: 4339.080566
	Iteration 10Q: 3 clusters Score -703611.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -703638.937500 Penalty: 4339.080566
	Iteration 11Q: 3 clusters Score -703638.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -703678.375000 Penalty: 4339.080566
	Iteration 12Q: 3 clusters Score -703678.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -703718.750000 Penalty: 4339.080566
	Iteration 13Q: 3 clusters Score -703718.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -703755.625000 Penalty: 4339.080566
	Iteration 14Q: 3 clusters Score -703755.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -703806.750000 Penalty: 4339.080566
	Iteration 15Q: 3 clusters Score -703806.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -703864.750000 Penalty: 4339.080566
	Iteration 16Q: 3 clusters Score -703864.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -703930.687500 Penalty: 4339.080566
	Iteration 17Q: 3 clusters Score -703930.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -704012.250000 Penalty: 4339.080566
	Iteration 18Q: 3 clusters Score -704012.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -704107.625000 Penalty: 4339.080566
	Iteration 19Q: 3 clusters Score -704107.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -704190.250000 Penalty: 4339.080566
	Iteration 20F: 3 clusters Score -704190.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -704270.500000 Penalty: 4339.080566
	Iteration 21Q: 3 clusters Score -704270.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -704368.437500 Penalty: 4339.080566
	Iteration 22Q: 3 clusters Score -704368.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -704458.812500 Penalty: 4339.080566
	Iteration 23Q: 3 clusters Score -704458.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -704560.125000 Penalty: 4339.080566
	Iteration 24Q: 3 clusters Score -704560.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -704664.312500 Penalty: 4339.080566
	Iteration 25Q: 3 clusters Score -704664.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -704785.375000 Penalty: 4339.080566
	Iteration 26Q: 3 clusters Score -704785.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -704898.187500 Penalty: 4339.080566
	Iteration 27Q: 3 clusters Score -704898.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -704987.625000 Penalty: 4339.080566
	Iteration 28Q: 3 clusters Score -704987.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -705069.812500 Penalty: 4339.080566
	Iteration 29Q: 3 clusters Score -705069.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -705151.812500 Penalty: 4339.080566
	Iteration 30Q: 3 clusters Score -705151.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -705237.250000 Penalty: 4339.080566
	Iteration 31Q: 3 clusters Score -705237.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -705300.875000 Penalty: 4339.080566
	Iteration 32Q: 3 clusters Score -705300.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -705344.125000 Penalty: 4339.080566
	Iteration 33Q: 3 clusters Score -705344.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -705366.000000 Penalty: 4339.080566
	Iteration 34Q: 3 clusters Score -705366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -705384.875000 Penalty: 4339.080566
	Iteration 35Q: 3 clusters Score -705384.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -705410.687500 Penalty: 4339.080566
	Iteration 36Q: 3 clusters Score -705410.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -705442.812500 Penalty: 4339.080566
	Iteration 37Q: 3 clusters Score -705442.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -705474.312500 Penalty: 4339.080566
	Iteration 38Q: 3 clusters Score -705474.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -705502.937500 Penalty: 4339.080566
	Iteration 39Q: 3 clusters Score -705502.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -705528.687500 Penalty: 4339.080566
	Iteration 40F: 3 clusters Score -705528.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -705560.375000 Penalty: 4339.080566
	Iteration 41Q: 3 clusters Score -705560.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -705590.312500 Penalty: 4339.080566
	Iteration 42Q: 3 clusters Score -705590.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -705607.125000 Penalty: 4339.080566
	Iteration 43Q: 3 clusters Score -705607.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -705622.500000 Penalty: 4339.080566
	Iteration 44Q: 3 clusters Score -705622.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -705631.375000 Penalty: 4339.080566
	Iteration 45Q: 3 clusters Score -705631.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -705636.187500 Penalty: 4339.080566
	Iteration 46Q: 3 clusters Score -705636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -705638.875000 Penalty: 4339.080566
	Iteration 47Q: 3 clusters Score -705638.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -705642.937500 Penalty: 4339.080566
	Iteration 48Q: 3 clusters Score -705642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -705644.750000 Penalty: 4339.080566
	Iteration 49Q: 3 clusters Score -705644.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -705645.812500 Penalty: 4339.080566
	Iteration 50Q: 3 clusters Score -705645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -705646.687500 Penalty: 4339.080566
	Iteration 51Q: 3 clusters Score -705646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -705647.187500 Penalty: 4339.080566
	Iteration 52Q: 3 clusters Score -705647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -705647.250000 Penalty: 4339.080566
	Iteration 53Q: 3 clusters Score -705647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -705649.562500 Penalty: 4339.080566
	Iteration 54Q: 3 clusters Score -705649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -705650.250000 Penalty: 4339.080566
	Iteration 55Q: 3 clusters Score -705650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -705649.687500 Penalty: 4339.080566
	Iteration 56Q: 3 clusters Score -705649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -705649.687500 Penalty: 4339.080566
	Iteration 57F: 3 clusters Score -705649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (141285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141285 members 
Entering Unmasked Estep 
Score: -15881027.000000 Penalty: 2940.916748
	Iteration 0F: 2 clusters Score -1.588103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -15786358.000000 Penalty: 5881.833496
	Iteration 0F: 3 clusters Score -1.578636e+07 nChanged 67498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 70619 members 
Entering Unmasked Estep 
Score: -15825992.000000 Penalty: 5881.833496
	Iteration 1F: 3 clusters Score -1.582599e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70756 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -15827051.000000 Penalty: 5881.833496
	Iteration 2Q: 3 clusters Score -1.582705e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -15828032.000000 Penalty: 5881.833496
	Iteration 3Q: 3 clusters Score -1.582803e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -15829295.000000 Penalty: 5881.833496
	Iteration 4Q: 3 clusters Score -1.58293e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -15830513.000000 Penalty: 5881.833496
	Iteration 5Q: 3 clusters Score -1.583051e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -15832039.000000 Penalty: 5881.833496
	Iteration 6Q: 3 clusters Score -1.583204e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -15834051.000000 Penalty: 5881.833496
	Iteration 7Q: 3 clusters Score -1.583405e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -15836752.000000 Penalty: 5881.833496
	Iteration 8Q: 3 clusters Score -1.583675e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -15840555.000000 Penalty: 5881.833496
	Iteration 9Q: 3 clusters Score -1.584056e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -15845392.000000 Penalty: 5881.833496
	Iteration 10F: 3 clusters Score -1.584539e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -15850468.000000 Penalty: 5881.833496
	Iteration 11F: 3 clusters Score -1.585047e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -15854939.000000 Penalty: 5881.833496
	Iteration 12F: 3 clusters Score -1.585494e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -15857739.000000 Penalty: 5881.833496
	Iteration 13Q: 3 clusters Score -1.585774e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -15859209.000000 Penalty: 5881.833496
	Iteration 14Q: 3 clusters Score -1.585921e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81261 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -15859970.000000 Penalty: 5881.833496
	Iteration 15Q: 3 clusters Score -1.585997e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -15860564.000000 Penalty: 5881.833496
	Iteration 16Q: 3 clusters Score -1.586056e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -15861069.000000 Penalty: 5881.833496
	Iteration 17Q: 3 clusters Score -1.586107e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85028 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -15861573.000000 Penalty: 5881.833496
	Iteration 18Q: 3 clusters Score -1.586157e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -15862130.000000 Penalty: 5881.833496
	Iteration 19Q: 3 clusters Score -1.586213e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -15862554.000000 Penalty: 5881.833496
	Iteration 20F: 3 clusters Score -1.586255e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -15862949.000000 Penalty: 5881.833496
	Iteration 21Q: 3 clusters Score -1.586295e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -15863485.000000 Penalty: 5881.833496
	Iteration 22Q: 3 clusters Score -1.586348e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -15863930.000000 Penalty: 5881.833496
	Iteration 23Q: 3 clusters Score -1.586393e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -15864453.000000 Penalty: 5881.833496
	Iteration 24Q: 3 clusters Score -1.586445e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -15864794.000000 Penalty: 5881.833496
	Iteration 25Q: 3 clusters Score -1.586479e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -15865200.000000 Penalty: 5881.833496
	Iteration 26Q: 3 clusters Score -1.58652e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -15865629.000000 Penalty: 5881.833496
	Iteration 27Q: 3 clusters Score -1.586563e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -15866172.000000 Penalty: 5881.833496
	Iteration 28Q: 3 clusters Score -1.586617e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -15866484.000000 Penalty: 5881.833496
	Iteration 29Q: 3 clusters Score -1.586648e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -15866818.000000 Penalty: 5881.833496
	Iteration 30Q: 3 clusters Score -1.586682e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -15867152.000000 Penalty: 5881.833496
	Iteration 31Q: 3 clusters Score -1.586715e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -15867501.000000 Penalty: 5881.833496
	Iteration 32Q: 3 clusters Score -1.58675e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -15867871.000000 Penalty: 5881.833496
	Iteration 33Q: 3 clusters Score -1.586787e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -15868273.000000 Penalty: 5881.833496
	Iteration 34Q: 3 clusters Score -1.586827e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -15868527.000000 Penalty: 5881.833496
	Iteration 35Q: 3 clusters Score -1.586853e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -15868961.000000 Penalty: 5881.833496
	Iteration 36Q: 3 clusters Score -1.586896e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -15869266.000000 Penalty: 5881.833496
	Iteration 37Q: 3 clusters Score -1.586927e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -15869522.000000 Penalty: 5881.833496
	Iteration 38Q: 3 clusters Score -1.586952e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -15869857.000000 Penalty: 5881.833496
	Iteration 39Q: 3 clusters Score -1.586986e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114553 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -15870224.000000 Penalty: 5881.833496
	Iteration 40F: 3 clusters Score -1.587022e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -15870546.000000 Penalty: 5881.833496
	Iteration 41Q: 3 clusters Score -1.587055e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -15870864.000000 Penalty: 5881.833496
	Iteration 42Q: 3 clusters Score -1.587086e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118672 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -15871180.000000 Penalty: 5881.833496
	Iteration 43Q: 3 clusters Score -1.587118e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120027 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -15871714.000000 Penalty: 5881.833496
	Iteration 44Q: 3 clusters Score -1.587171e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121305 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -15872096.000000 Penalty: 5881.833496
	Iteration 45Q: 3 clusters Score -1.58721e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122601 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -15872530.000000 Penalty: 5881.833496
	Iteration 46Q: 3 clusters Score -1.587253e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123883 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -15872837.000000 Penalty: 5881.833496
	Iteration 47Q: 3 clusters Score -1.587284e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -15873270.000000 Penalty: 5881.833496
	Iteration 48Q: 3 clusters Score -1.587327e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126371 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -15873664.000000 Penalty: 5881.833496
	Iteration 49Q: 3 clusters Score -1.587366e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127596 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -15874077.000000 Penalty: 5881.833496
	Iteration 50Q: 3 clusters Score -1.587408e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128813 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -15874445.000000 Penalty: 5881.833496
	Iteration 51Q: 3 clusters Score -1.587444e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129991 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -15874857.000000 Penalty: 5881.833496
	Iteration 52Q: 3 clusters Score -1.587486e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131145 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -15875272.000000 Penalty: 5881.833496
	Iteration 53Q: 3 clusters Score -1.587527e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132214 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -15875686.000000 Penalty: 5881.833496
	Iteration 54Q: 3 clusters Score -1.587569e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133195 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -15875995.000000 Penalty: 5881.833496
	Iteration 55Q: 3 clusters Score -1.5876e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134123 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -15876414.000000 Penalty: 5881.833496
	Iteration 56Q: 3 clusters Score -1.587641e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134997 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -15876727.000000 Penalty: 5881.833496
	Iteration 57Q: 3 clusters Score -1.587673e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135754 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -15877035.000000 Penalty: 5881.833496
	Iteration 58Q: 3 clusters Score -1.587704e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136410 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -15877291.000000 Penalty: 5881.833496
	Iteration 59Q: 3 clusters Score -1.587729e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136954 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -15877485.000000 Penalty: 5881.833496
	Iteration 60F: 3 clusters Score -1.587748e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137461 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -15877675.000000 Penalty: 5881.833496
	Iteration 61Q: 3 clusters Score -1.587768e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -15877870.000000 Penalty: 5881.833496
	Iteration 62Q: 3 clusters Score -1.587787e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -15878028.000000 Penalty: 5881.833496
	Iteration 63Q: 3 clusters Score -1.587803e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138520 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -15878165.000000 Penalty: 5881.833496
	Iteration 64Q: 3 clusters Score -1.587816e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138769 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -15878291.000000 Penalty: 5881.833496
	Iteration 65Q: 3 clusters Score -1.587829e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138981 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -15878382.000000 Penalty: 5881.833496
	Iteration 66Q: 3 clusters Score -1.587838e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139138 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -15878448.000000 Penalty: 5881.833496
	Iteration 67Q: 3 clusters Score -1.587845e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139280 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -15878490.000000 Penalty: 5881.833496
	Iteration 68Q: 3 clusters Score -1.587849e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139405 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -15878573.000000 Penalty: 5881.833496
	Iteration 69Q: 3 clusters Score -1.587857e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139504 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -15878615.000000 Penalty: 5881.833496
	Iteration 70Q: 3 clusters Score -1.587862e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139584 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15878645.000000 Penalty: 5881.833496
	Iteration 71Q: 3 clusters Score -1.587864e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139643 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -15878657.000000 Penalty: 5881.833496
	Iteration 72Q: 3 clusters Score -1.587866e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139688 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -15878668.000000 Penalty: 5881.833496
	Iteration 73Q: 3 clusters Score -1.587867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139721 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15878690.000000 Penalty: 5881.833496
	Iteration 74Q: 3 clusters Score -1.587869e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -15878700.000000 Penalty: 5881.833496
	Iteration 75Q: 3 clusters Score -1.58787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139787 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15878724.000000 Penalty: 5881.833496
	Iteration 76Q: 3 clusters Score -1.587872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139812 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15878753.000000 Penalty: 5881.833496
	Iteration 77Q: 3 clusters Score -1.587875e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139841 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -15878761.000000 Penalty: 5881.833496
	Iteration 78Q: 3 clusters Score -1.587876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139867 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -15878755.000000 Penalty: 5881.833496
	Iteration 79Q: 3 clusters Score -1.587876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139891 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15878766.000000 Penalty: 5881.833496
	Iteration 80F: 3 clusters Score -1.587877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139899 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -15878760.000000 Penalty: 5881.833496
	Iteration 81Q: 3 clusters Score -1.587876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139909 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -15878792.000000 Penalty: 5881.833496
	Iteration 82Q: 3 clusters Score -1.587879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139920 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15878803.000000 Penalty: 5881.833496
	Iteration 83Q: 3 clusters Score -1.58788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139926 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15878812.000000 Penalty: 5881.833496
	Iteration 84Q: 3 clusters Score -1.587881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139937 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -15878808.000000 Penalty: 5881.833496
	Iteration 85Q: 3 clusters Score -1.587881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139946 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -15878827.000000 Penalty: 5881.833496
	Iteration 86Q: 3 clusters Score -1.587883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139956 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -15878829.000000 Penalty: 5881.833496
	Iteration 87Q: 3 clusters Score -1.587883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139969 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -15878825.000000 Penalty: 5881.833496
	Iteration 88Q: 3 clusters Score -1.587882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -15878844.000000 Penalty: 5881.833496
	Iteration 89Q: 3 clusters Score -1.587884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139994 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15878849.000000 Penalty: 5881.833496
	Iteration 90Q: 3 clusters Score -1.587885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15878856.000000 Penalty: 5881.833496
	Iteration 91Q: 3 clusters Score -1.587886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -15878865.000000 Penalty: 5881.833496
	Iteration 92Q: 3 clusters Score -1.587886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140012 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -15878876.000000 Penalty: 5881.833496
	Iteration 93Q: 3 clusters Score -1.587888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140018 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15878871.000000 Penalty: 5881.833496
	Iteration 94Q: 3 clusters Score -1.587887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140025 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15878879.000000 Penalty: 5881.833496
	Iteration 95Q: 3 clusters Score -1.587888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140028 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -15878869.000000 Penalty: 5881.833496
	Iteration 96Q: 3 clusters Score -1.587887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140029 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -15878871.000000 Penalty: 5881.833496
	Iteration 97Q: 3 clusters Score -1.587887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140029 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -15878871.000000 Penalty: 5881.833496
	Iteration 98Q: 3 clusters Score -1.587887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140030 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -15878875.000000 Penalty: 5881.833496
	Iteration 99Q: 3 clusters Score -1.587888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140034 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -15878872.000000 Penalty: 5881.833496
	Iteration 100F: 3 clusters Score -1.587887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140038 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -15878873.000000 Penalty: 5881.833496
	Iteration 101Q: 3 clusters Score -1.587887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140043 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -15878874.000000 Penalty: 5881.833496
	Iteration 102Q: 3 clusters Score -1.587887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140046 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15878871.000000 Penalty: 5881.833496
	Iteration 103Q: 3 clusters Score -1.587887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -15878869.000000 Penalty: 5881.833496
	Iteration 104Q: 3 clusters Score -1.587887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140049 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -15878873.000000 Penalty: 5881.833496
	Iteration 105Q: 3 clusters Score -1.587887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140052 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -15878870.000000 Penalty: 5881.833496
	Iteration 106Q: 3 clusters Score -1.587887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15878870.000000 Penalty: 5881.833496
	Iteration 107Q: 3 clusters Score -1.587887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140055 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15878866.000000 Penalty: 5881.833496
	Iteration 108Q: 3 clusters Score -1.587887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15878871.000000 Penalty: 5881.833496
	Iteration 109Q: 3 clusters Score -1.587887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15878871.000000 Penalty: 5881.833496
	Iteration 110F: 3 clusters Score -1.587887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -285503.468750 Penalty: 1981.242798
	Iteration 0F: 2 clusters Score -285503.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -282303.906250 Penalty: 3962.485596
	Iteration 0F: 3 clusters Score -282303.9 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -283042.687500 Penalty: 3962.485596
	Iteration 1F: 3 clusters Score -283042.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -283312.562500 Penalty: 3962.485596
	Iteration 2F: 3 clusters Score -283312.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -283564.750000 Penalty: 3962.485596
	Iteration 3F: 3 clusters Score -283564.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -283790.312500 Penalty: 3962.485596
	Iteration 4F: 3 clusters Score -283790.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -283994.812500 Penalty: 3962.485596
	Iteration 5F: 3 clusters Score -283994.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -284187.656250 Penalty: 3962.485596
	Iteration 6F: 3 clusters Score -284187.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -284333.781250 Penalty: 3962.485596
	Iteration 7Q: 3 clusters Score -284333.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -284449.250000 Penalty: 3962.485596
	Iteration 8Q: 3 clusters Score -284449.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -284560.312500 Penalty: 3962.485596
	Iteration 9Q: 3 clusters Score -284560.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -284652.125000 Penalty: 3962.485596
	Iteration 10Q: 3 clusters Score -284652.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -284710.218750 Penalty: 3962.485596
	Iteration 11Q: 3 clusters Score -284710.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -284747.218750 Penalty: 3962.485596
	Iteration 12Q: 3 clusters Score -284747.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -284779.343750 Penalty: 3962.485596
	Iteration 13Q: 3 clusters Score -284779.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -284794.531250 Penalty: 3962.485596
	Iteration 14Q: 3 clusters Score -284794.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -284803.281250 Penalty: 3962.485596
	Iteration 15Q: 3 clusters Score -284803.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -284808.062500 Penalty: 3962.485596
	Iteration 16Q: 3 clusters Score -284808.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -284813.125000 Penalty: 3962.485596
	Iteration 17Q: 3 clusters Score -284813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284816.562500 Penalty: 3962.485596
	Iteration 18Q: 3 clusters Score -284816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -284820.250000 Penalty: 3962.485596
	Iteration 19Q: 3 clusters Score -284820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -284822.531250 Penalty: 3962.485596
	Iteration 20F: 3 clusters Score -284822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -284824.812500 Penalty: 3962.485596
	Iteration 21Q: 3 clusters Score -284824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -284829.250000 Penalty: 3962.485596
	Iteration 22Q: 3 clusters Score -284829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -284831.468750 Penalty: 3962.485596
	Iteration 23Q: 3 clusters Score -284831.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -284834.718750 Penalty: 3962.485596
	Iteration 24Q: 3 clusters Score -284834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -284837.250000 Penalty: 3962.485596
	Iteration 25Q: 3 clusters Score -284837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -284837.562500 Penalty: 3962.485596
	Iteration 26Q: 3 clusters Score -284837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -284837.656250 Penalty: 3962.485596
	Iteration 27Q: 3 clusters Score -284837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -284838.250000 Penalty: 3962.485596
	Iteration 28Q: 3 clusters Score -284838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -284838.250000 Penalty: 3962.485596
	Iteration 29F: 3 clusters Score -284838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Entering Unmasked Estep 
Score: -869249.250000 Penalty: 2234.706299
	Iteration 0F: 2 clusters Score -869249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -862709.187500 Penalty: 4469.412598
	Iteration 0F: 3 clusters Score -862709.2 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -864564.687500 Penalty: 4469.412598
	Iteration 1F: 3 clusters Score -864564.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -864930.125000 Penalty: 4469.412598
	Iteration 2F: 3 clusters Score -864930.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -865239.625000 Penalty: 4469.412598
	Iteration 3F: 3 clusters Score -865239.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -865531.687500 Penalty: 4469.412598
	Iteration 4F: 3 clusters Score -865531.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -865797.187500 Penalty: 4469.412598
	Iteration 5Q: 3 clusters Score -865797.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -866132.437500 Penalty: 4469.412598
	Iteration 6Q: 3 clusters Score -866132.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -866496.562500 Penalty: 4469.412598
	Iteration 7F: 3 clusters Score -866496.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -866871.500000 Penalty: 4469.412598
	Iteration 8F: 3 clusters Score -866871.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -867250.125000 Penalty: 4469.412598
	Iteration 9F: 3 clusters Score -867250.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -867572.312500 Penalty: 4469.412598
	Iteration 10Q: 3 clusters Score -867572.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -867825.687500 Penalty: 4469.412598
	Iteration 11Q: 3 clusters Score -867825.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -867990.562500 Penalty: 4469.412598
	Iteration 12Q: 3 clusters Score -867990.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -868102.062500 Penalty: 4469.412598
	Iteration 13Q: 3 clusters Score -868102.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -868180.250000 Penalty: 4469.412598
	Iteration 14Q: 3 clusters Score -868180.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -868241.062500 Penalty: 4469.412598
	Iteration 15Q: 3 clusters Score -868241.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -868281.750000 Penalty: 4469.412598
	Iteration 16Q: 3 clusters Score -868281.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -868305.375000 Penalty: 4469.412598
	Iteration 17Q: 3 clusters Score -868305.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -868343.812500 Penalty: 4469.412598
	Iteration 18Q: 3 clusters Score -868343.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -868377.312500 Penalty: 4469.412598
	Iteration 19Q: 3 clusters Score -868377.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -868417.812500 Penalty: 4469.412598
	Iteration 20F: 3 clusters Score -868417.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -868456.812500 Penalty: 4469.412598
	Iteration 21Q: 3 clusters Score -868456.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -868498.875000 Penalty: 4469.412598
	Iteration 22Q: 3 clusters Score -868498.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -868539.875000 Penalty: 4469.412598
	Iteration 23Q: 3 clusters Score -868539.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -868578.937500 Penalty: 4469.412598
	Iteration 24Q: 3 clusters Score -868578.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -868611.500000 Penalty: 4469.412598
	Iteration 25Q: 3 clusters Score -868611.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -868640.562500 Penalty: 4469.412598
	Iteration 26Q: 3 clusters Score -868640.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -868679.812500 Penalty: 4469.412598
	Iteration 27Q: 3 clusters Score -868679.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -868734.437500 Penalty: 4469.412598
	Iteration 28Q: 3 clusters Score -868734.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -868792.562500 Penalty: 4469.412598
	Iteration 29Q: 3 clusters Score -868792.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -868880.312500 Penalty: 4469.412598
	Iteration 30Q: 3 clusters Score -868880.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -868990.937500 Penalty: 4469.412598
	Iteration 31Q: 3 clusters Score -868990.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -869153.687500 Penalty: 4469.412598
	Iteration 32Q: 3 clusters Score -869153.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -869344.437500 Penalty: 4469.412598
	Iteration 33Q: 3 clusters Score -869344.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -869517.500000 Penalty: 4469.412598
	Iteration 34Q: 3 clusters Score -869517.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -869677.625000 Penalty: 4469.412598
	Iteration 35Q: 3 clusters Score -869677.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -869773.750000 Penalty: 4469.412598
	Iteration 36Q: 3 clusters Score -869773.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -869816.250000 Penalty: 4469.412598
	Iteration 37Q: 3 clusters Score -869816.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -869835.875000 Penalty: 4469.412598
	Iteration 38Q: 3 clusters Score -869835.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -869841.812500 Penalty: 4469.412598
	Iteration 39Q: 3 clusters Score -869841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -869844.250000 Penalty: 4469.412598
	Iteration 40F: 3 clusters Score -869844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -869843.187500 Penalty: 4469.412598
	Iteration 41Q: 3 clusters Score -869843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -869843.187500 Penalty: 4469.412598
	Iteration 42F: 3 clusters Score -869843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 5766 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 2426 members 
Entering Unmasked Estep 
Score: -139280432.000000 Penalty: 223341.859375
Splitting cluster 21 changes total score from -139280912.000000 to -139280432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (18018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Entering Unmasked Estep 
Score: -2075169.375000 Penalty: 2430.183350
	Iteration 0F: 2 clusters Score -2075169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2062251.875000 Penalty: 4860.366699
	Iteration 0F: 3 clusters Score -2062252 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2066623.000000 Penalty: 4860.366699
	Iteration 1F: 3 clusters Score -2066623 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2067054.625000 Penalty: 4860.366699
	Iteration 2F: 3 clusters Score -2067055 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2067392.500000 Penalty: 4860.366699
	Iteration 3F: 3 clusters Score -2067392 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2067687.375000 Penalty: 4860.366699
	Iteration 4Q: 3 clusters Score -2067687 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2068031.750000 Penalty: 4860.366699
	Iteration 5Q: 3 clusters Score -2068032 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2068436.875000 Penalty: 4860.366699
	Iteration 6Q: 3 clusters Score -2068437 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2068980.250000 Penalty: 4860.366699
	Iteration 7F: 3 clusters Score -2068980 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2069624.250000 Penalty: 4860.366699
	Iteration 8F: 3 clusters Score -2069624 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2070355.750000 Penalty: 4860.366699
	Iteration 9F: 3 clusters Score -2070356 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2071063.125000 Penalty: 4860.366699
	Iteration 10F: 3 clusters Score -2071063 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2071653.125000 Penalty: 4860.366699
	Iteration 11Q: 3 clusters Score -2071653 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2072152.875000 Penalty: 4860.366699
	Iteration 12Q: 3 clusters Score -2072153 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2072553.250000 Penalty: 4860.366699
	Iteration 13Q: 3 clusters Score -2072553 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2072840.875000 Penalty: 4860.366699
	Iteration 14Q: 3 clusters Score -2072841 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2073017.125000 Penalty: 4860.366699
	Iteration 15Q: 3 clusters Score -2073017 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2073117.750000 Penalty: 4860.366699
	Iteration 16Q: 3 clusters Score -2073118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2073183.875000 Penalty: 4860.366699
	Iteration 17Q: 3 clusters Score -2073184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2073227.000000 Penalty: 4860.366699
	Iteration 18Q: 3 clusters Score -2073227 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2073254.000000 Penalty: 4860.366699
	Iteration 19Q: 3 clusters Score -2073254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2073275.500000 Penalty: 4860.366699
	Iteration 20F: 3 clusters Score -2073276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2073288.250000 Penalty: 4860.366699
	Iteration 21Q: 3 clusters Score -2073288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2073304.500000 Penalty: 4860.366699
	Iteration 22Q: 3 clusters Score -2073304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2073311.875000 Penalty: 4860.366699
	Iteration 23Q: 3 clusters Score -2073312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2073321.125000 Penalty: 4860.366699
	Iteration 24Q: 3 clusters Score -2073321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2073322.375000 Penalty: 4860.366699
	Iteration 25Q: 3 clusters Score -2073322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2073332.250000 Penalty: 4860.366699
	Iteration 26Q: 3 clusters Score -2073332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2073332.625000 Penalty: 4860.366699
	Iteration 27Q: 3 clusters Score -2073333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2073339.125000 Penalty: 4860.366699
	Iteration 28Q: 3 clusters Score -2073339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2073341.750000 Penalty: 4860.366699
	Iteration 29Q: 3 clusters Score -2073342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2073341.625000 Penalty: 4860.366699
	Iteration 30Q: 3 clusters Score -2073342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2073347.375000 Penalty: 4860.366699
	Iteration 31Q: 3 clusters Score -2073347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2073347.000000 Penalty: 4860.366699
	Iteration 32Q: 3 clusters Score -2073347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2073352.500000 Penalty: 4860.366699
	Iteration 33Q: 3 clusters Score -2073352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2073350.375000 Penalty: 4860.366699
	Iteration 34Q: 3 clusters Score -2073350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2073352.750000 Penalty: 4860.366699
	Iteration 35Q: 3 clusters Score -2073353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2073352.000000 Penalty: 4860.366699
	Iteration 36Q: 3 clusters Score -2073352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2073352.000000 Penalty: 4860.366699
	Iteration 37F: 3 clusters Score -2073352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Entering Unmasked Estep 
Score: -1001258.750000 Penalty: 2295.294189
	Iteration 0F: 2 clusters Score -1001259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -993253.250000 Penalty: 4590.588379
	Iteration 0F: 3 clusters Score -993253.2 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -995819.250000 Penalty: 4590.588379
	Iteration 1F: 3 clusters Score -995819.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -996198.750000 Penalty: 4590.588379
	Iteration 2F: 3 clusters Score -996198.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -996516.375000 Penalty: 4590.588379
	Iteration 3F: 3 clusters Score -996516.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -996801.750000 Penalty: 4590.588379
	Iteration 4Q: 3 clusters Score -996801.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -997077.250000 Penalty: 4590.588379
	Iteration 5Q: 3 clusters Score -997077.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -997339.000000 Penalty: 4590.588379
	Iteration 6Q: 3 clusters Score -997339 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -997615.562500 Penalty: 4590.588379
	Iteration 7Q: 3 clusters Score -997615.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -997906.062500 Penalty: 4590.588379
	Iteration 8Q: 3 clusters Score -997906.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -998161.687500 Penalty: 4590.588379
	Iteration 9Q: 3 clusters Score -998161.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -998369.437500 Penalty: 4590.588379
	Iteration 10Q: 3 clusters Score -998369.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -998548.687500 Penalty: 4590.588379
	Iteration 11Q: 3 clusters Score -998548.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -998699.375000 Penalty: 4590.588379
	Iteration 12Q: 3 clusters Score -998699.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -998832.187500 Penalty: 4590.588379
	Iteration 13Q: 3 clusters Score -998832.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -998934.125000 Penalty: 4590.588379
	Iteration 14Q: 3 clusters Score -998934.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -999008.687500 Penalty: 4590.588379
	Iteration 15Q: 3 clusters Score -999008.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -999073.937500 Penalty: 4590.588379
	Iteration 16Q: 3 clusters Score -999073.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -999142.000000 Penalty: 4590.588379
	Iteration 17Q: 3 clusters Score -999142 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -999194.687500 Penalty: 4590.588379
	Iteration 18Q: 3 clusters Score -999194.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -999238.812500 Penalty: 4590.588379
	Iteration 19Q: 3 clusters Score -999238.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -999272.000000 Penalty: 4590.588379
	Iteration 20F: 3 clusters Score -999272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -999295.437500 Penalty: 4590.588379
	Iteration 21Q: 3 clusters Score -999295.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -999315.875000 Penalty: 4590.588379
	Iteration 22Q: 3 clusters Score -999315.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -999346.125000 Penalty: 4590.588379
	Iteration 23Q: 3 clusters Score -999346.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -999365.437500 Penalty: 4590.588379
	Iteration 24Q: 3 clusters Score -999365.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -999384.062500 Penalty: 4590.588379
	Iteration 25Q: 3 clusters Score -999384.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -999392.500000 Penalty: 4590.588379
	Iteration 26Q: 3 clusters Score -999392.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -999402.625000 Penalty: 4590.588379
	Iteration 27Q: 3 clusters Score -999402.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -999414.312500 Penalty: 4590.588379
	Iteration 28Q: 3 clusters Score -999414.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -999422.812500 Penalty: 4590.588379
	Iteration 29Q: 3 clusters Score -999422.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -999433.250000 Penalty: 4590.588379
	Iteration 30Q: 3 clusters Score -999433.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -999444.562500 Penalty: 4590.588379
	Iteration 31Q: 3 clusters Score -999444.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -999456.500000 Penalty: 4590.588379
	Iteration 32Q: 3 clusters Score -999456.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -999458.937500 Penalty: 4590.588379
	Iteration 33Q: 3 clusters Score -999458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -999462.125000 Penalty: 4590.588379
	Iteration 34Q: 3 clusters Score -999462.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -999464.750000 Penalty: 4590.588379
	Iteration 35Q: 3 clusters Score -999464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -999465.125000 Penalty: 4590.588379
	Iteration 36Q: 3 clusters Score -999465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -999468.750000 Penalty: 4590.588379
	Iteration 37Q: 3 clusters Score -999468.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -999472.937500 Penalty: 4590.588379
	Iteration 38Q: 3 clusters Score -999472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -999477.062500 Penalty: 4590.588379
	Iteration 39Q: 3 clusters Score -999477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -999481.687500 Penalty: 4590.588379
	Iteration 40F: 3 clusters Score -999481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -999483.125000 Penalty: 4590.588379
	Iteration 41Q: 3 clusters Score -999483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -999488.562500 Penalty: 4590.588379
	Iteration 42Q: 3 clusters Score -999488.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -999498.750000 Penalty: 4590.588379
	Iteration 43Q: 3 clusters Score -999498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -999496.812500 Penalty: 4590.588379
	Iteration 44Q: 3 clusters Score -999496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -999497.437500 Penalty: 4590.588379
	Iteration 45Q: 3 clusters Score -999497.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -999497.875000 Penalty: 4590.588379
	Iteration 46Q: 3 clusters Score -999497.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -999497.875000 Penalty: 4590.588379
	Iteration 47F: 3 clusters Score -999497.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Entering Unmasked Estep 
Score: -1289251.250000 Penalty: 2343.421143
	Iteration 0F: 2 clusters Score -1289251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1279873.375000 Penalty: 4686.842285
	Iteration 0F: 3 clusters Score -1279873 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1283112.250000 Penalty: 4686.842285
	Iteration 1F: 3 clusters Score -1283112 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1283680.000000 Penalty: 4686.842285
	Iteration 2F: 3 clusters Score -1283680 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1284191.625000 Penalty: 4686.842285
	Iteration 3F: 3 clusters Score -1284192 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1284686.000000 Penalty: 4686.842285
	Iteration 4F: 3 clusters Score -1284686 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1285141.500000 Penalty: 4686.842285
	Iteration 5F: 3 clusters Score -1285142 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1285516.250000 Penalty: 4686.842285
	Iteration 6F: 3 clusters Score -1285516 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1285798.625000 Penalty: 4686.842285
	Iteration 7Q: 3 clusters Score -1285799 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1286070.625000 Penalty: 4686.842285
	Iteration 8Q: 3 clusters Score -1286071 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1286314.625000 Penalty: 4686.842285
	Iteration 9Q: 3 clusters Score -1286315 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1286506.875000 Penalty: 4686.842285
	Iteration 10Q: 3 clusters Score -1286507 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1286634.750000 Penalty: 4686.842285
	Iteration 11Q: 3 clusters Score -1286635 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1286731.000000 Penalty: 4686.842285
	Iteration 12Q: 3 clusters Score -1286731 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1286802.125000 Penalty: 4686.842285
	Iteration 13Q: 3 clusters Score -1286802 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1286860.000000 Penalty: 4686.842285
	Iteration 14Q: 3 clusters Score -1286860 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1286907.250000 Penalty: 4686.842285
	Iteration 15Q: 3 clusters Score -1286907 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1286954.750000 Penalty: 4686.842285
	Iteration 16Q: 3 clusters Score -1286955 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1287010.500000 Penalty: 4686.842285
	Iteration 17Q: 3 clusters Score -1287010 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1287068.750000 Penalty: 4686.842285
	Iteration 18Q: 3 clusters Score -1287069 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1287140.875000 Penalty: 4686.842285
	Iteration 19Q: 3 clusters Score -1287141 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1287204.750000 Penalty: 4686.842285
	Iteration 20F: 3 clusters Score -1287205 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1287252.625000 Penalty: 4686.842285
	Iteration 21Q: 3 clusters Score -1287253 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1287297.250000 Penalty: 4686.842285
	Iteration 22Q: 3 clusters Score -1287297 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1287330.375000 Penalty: 4686.842285
	Iteration 23Q: 3 clusters Score -1287330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1287358.375000 Penalty: 4686.842285
	Iteration 24Q: 3 clusters Score -1287358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1287385.750000 Penalty: 4686.842285
	Iteration 25Q: 3 clusters Score -1287386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1287412.875000 Penalty: 4686.842285
	Iteration 26Q: 3 clusters Score -1287413 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1287439.125000 Penalty: 4686.842285
	Iteration 27Q: 3 clusters Score -1287439 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1287465.375000 Penalty: 4686.842285
	Iteration 28Q: 3 clusters Score -1287465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1287495.500000 Penalty: 4686.842285
	Iteration 29Q: 3 clusters Score -1287496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1287524.500000 Penalty: 4686.842285
	Iteration 30Q: 3 clusters Score -1287524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1287548.125000 Penalty: 4686.842285
	Iteration 31Q: 3 clusters Score -1287548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1287576.750000 Penalty: 4686.842285
	Iteration 32Q: 3 clusters Score -1287577 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1287611.625000 Penalty: 4686.842285
	Iteration 33Q: 3 clusters Score -1287612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1287649.625000 Penalty: 4686.842285
	Iteration 34Q: 3 clusters Score -1287650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1287673.250000 Penalty: 4686.842285
	Iteration 35Q: 3 clusters Score -1287673 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1287695.375000 Penalty: 4686.842285
	Iteration 36Q: 3 clusters Score -1287695 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1287719.875000 Penalty: 4686.842285
	Iteration 37Q: 3 clusters Score -1287720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1287735.875000 Penalty: 4686.842285
	Iteration 38Q: 3 clusters Score -1287736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1287757.625000 Penalty: 4686.842285
	Iteration 39Q: 3 clusters Score -1287758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1287767.500000 Penalty: 4686.842285
	Iteration 40F: 3 clusters Score -1287768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1287776.875000 Penalty: 4686.842285
	Iteration 41Q: 3 clusters Score -1287777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1287782.250000 Penalty: 4686.842285
	Iteration 42Q: 3 clusters Score -1287782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1287793.875000 Penalty: 4686.842285
	Iteration 43Q: 3 clusters Score -1287794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1287809.750000 Penalty: 4686.842285
	Iteration 44Q: 3 clusters Score -1287810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1287813.500000 Penalty: 4686.842285
	Iteration 45Q: 3 clusters Score -1287814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1287824.875000 Penalty: 4686.842285
	Iteration 46Q: 3 clusters Score -1287825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1287831.750000 Penalty: 4686.842285
	Iteration 47Q: 3 clusters Score -1287832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1287839.875000 Penalty: 4686.842285
	Iteration 48Q: 3 clusters Score -1287840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1287843.375000 Penalty: 4686.842285
	Iteration 49Q: 3 clusters Score -1287843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1287847.875000 Penalty: 4686.842285
	Iteration 50Q: 3 clusters Score -1287848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1287852.750000 Penalty: 4686.842285
	Iteration 51Q: 3 clusters Score -1287853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1287855.500000 Penalty: 4686.842285
	Iteration 52Q: 3 clusters Score -1287856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1287863.250000 Penalty: 4686.842285
	Iteration 53Q: 3 clusters Score -1287863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1287871.750000 Penalty: 4686.842285
	Iteration 54Q: 3 clusters Score -1287872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1287874.875000 Penalty: 4686.842285
	Iteration 55Q: 3 clusters Score -1287875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1287878.625000 Penalty: 4686.842285
	Iteration 56Q: 3 clusters Score -1287879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1287876.375000 Penalty: 4686.842285
	Iteration 57Q: 3 clusters Score -1287876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1287884.500000 Penalty: 4686.842285
	Iteration 58Q: 3 clusters Score -1287884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1287891.625000 Penalty: 4686.842285
	Iteration 59Q: 3 clusters Score -1287892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1287895.875000 Penalty: 4686.842285
	Iteration 60F: 3 clusters Score -1287896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1287904.375000 Penalty: 4686.842285
	Iteration 61Q: 3 clusters Score -1287904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1287912.500000 Penalty: 4686.842285
	Iteration 62Q: 3 clusters Score -1287912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1287912.625000 Penalty: 4686.842285
	Iteration 63Q: 3 clusters Score -1287913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1287920.000000 Penalty: 4686.842285
	Iteration 64Q: 3 clusters Score -1287920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1287924.625000 Penalty: 4686.842285
	Iteration 65Q: 3 clusters Score -1287925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1287930.250000 Penalty: 4686.842285
	Iteration 66Q: 3 clusters Score -1287930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1287940.000000 Penalty: 4686.842285
	Iteration 67Q: 3 clusters Score -1287940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1287942.000000 Penalty: 4686.842285
	Iteration 68Q: 3 clusters Score -1287942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1287946.125000 Penalty: 4686.842285
	Iteration 69Q: 3 clusters Score -1287946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1287958.125000 Penalty: 4686.842285
	Iteration 70Q: 3 clusters Score -1287958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1287972.125000 Penalty: 4686.842285
	Iteration 71Q: 3 clusters Score -1287972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1287971.875000 Penalty: 4686.842285
	Iteration 72Q: 3 clusters Score -1287972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1287980.625000 Penalty: 4686.842285
	Iteration 73Q: 3 clusters Score -1287981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1287986.125000 Penalty: 4686.842285
	Iteration 74Q: 3 clusters Score -1287986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1287989.375000 Penalty: 4686.842285
	Iteration 75Q: 3 clusters Score -1287989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1287993.625000 Penalty: 4686.842285
	Iteration 76Q: 3 clusters Score -1287994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1287993.750000 Penalty: 4686.842285
	Iteration 77Q: 3 clusters Score -1287994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1287998.750000 Penalty: 4686.842285
	Iteration 78Q: 3 clusters Score -1287999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1288003.375000 Penalty: 4686.842285
	Iteration 79Q: 3 clusters Score -1288003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1288005.625000 Penalty: 4686.842285
	Iteration 80F: 3 clusters Score -1288006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1288008.875000 Penalty: 4686.842285
	Iteration 81Q: 3 clusters Score -1288009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1288015.250000 Penalty: 4686.842285
	Iteration 82Q: 3 clusters Score -1288015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1288016.875000 Penalty: 4686.842285
	Iteration 83Q: 3 clusters Score -1288017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1288018.500000 Penalty: 4686.842285
	Iteration 84Q: 3 clusters Score -1288018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1288023.125000 Penalty: 4686.842285
	Iteration 85Q: 3 clusters Score -1288023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1288028.125000 Penalty: 4686.842285
	Iteration 86Q: 3 clusters Score -1288028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1288028.875000 Penalty: 4686.842285
	Iteration 87Q: 3 clusters Score -1288029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1288028.375000 Penalty: 4686.842285
	Iteration 88Q: 3 clusters Score -1288028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1288030.375000 Penalty: 4686.842285
	Iteration 89Q: 3 clusters Score -1288030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1288030.750000 Penalty: 4686.842285
	Iteration 90Q: 3 clusters Score -1288031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1288031.750000 Penalty: 4686.842285
	Iteration 91Q: 3 clusters Score -1288032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1288034.375000 Penalty: 4686.842285
	Iteration 92Q: 3 clusters Score -1288034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1288039.125000 Penalty: 4686.842285
	Iteration 93Q: 3 clusters Score -1288039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1288037.250000 Penalty: 4686.842285
	Iteration 94Q: 3 clusters Score -1288037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1288041.125000 Penalty: 4686.842285
	Iteration 95Q: 3 clusters Score -1288041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1288040.125000 Penalty: 4686.842285
	Iteration 96Q: 3 clusters Score -1288040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1288043.250000 Penalty: 4686.842285
	Iteration 97Q: 3 clusters Score -1288043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1288043.250000 Penalty: 4686.842285
	Iteration 98Q: 3 clusters Score -1288043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1288043.375000 Penalty: 4686.842285
	Iteration 99Q: 3 clusters Score -1288043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1288041.500000 Penalty: 4686.842285
	Iteration 100F: 3 clusters Score -1288042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Entering Unmasked Estep 
Score: -1634596.250000 Penalty: 2389.889893
	Iteration 0F: 2 clusters Score -1634596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1623619.625000 Penalty: 4779.779785
	Iteration 0F: 3 clusters Score -1623620 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1627315.000000 Penalty: 4779.779785
	Iteration 1F: 3 clusters Score -1627315 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1627932.625000 Penalty: 4779.779785
	Iteration 2F: 3 clusters Score -1627933 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1628577.750000 Penalty: 4779.779785
	Iteration 3F: 3 clusters Score -1628578 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1629223.000000 Penalty: 4779.779785
	Iteration 4F: 3 clusters Score -1629223 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1629908.625000 Penalty: 4779.779785
	Iteration 5F: 3 clusters Score -1629909 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1630746.750000 Penalty: 4779.779785
	Iteration 6F: 3 clusters Score -1630747 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1631682.750000 Penalty: 4779.779785
	Iteration 7F: 3 clusters Score -1631683 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1632568.625000 Penalty: 4779.779785
	Iteration 8F: 3 clusters Score -1632569 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1633300.125000 Penalty: 4779.779785
	Iteration 9F: 3 clusters Score -1633300 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1633902.750000 Penalty: 4779.779785
	Iteration 10Q: 3 clusters Score -1633903 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1634388.250000 Penalty: 4779.779785
	Iteration 11Q: 3 clusters Score -1634388 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1634721.125000 Penalty: 4779.779785
	Iteration 12Q: 3 clusters Score -1634721 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1634897.625000 Penalty: 4779.779785
	Iteration 13Q: 3 clusters Score -1634898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1634985.375000 Penalty: 4779.779785
	Iteration 14Q: 3 clusters Score -1634985 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1635035.875000 Penalty: 4779.779785
	Iteration 15Q: 3 clusters Score -1635036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1635068.875000 Penalty: 4779.779785
	Iteration 16Q: 3 clusters Score -1635069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1635080.375000 Penalty: 4779.779785
	Iteration 17Q: 3 clusters Score -1635080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1635082.000000 Penalty: 4779.779785
	Iteration 18Q: 3 clusters Score -1635082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1635084.750000 Penalty: 4779.779785
	Iteration 19Q: 3 clusters Score -1635085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1635091.250000 Penalty: 4779.779785
	Iteration 20F: 3 clusters Score -1635091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1635087.875000 Penalty: 4779.779785
	Iteration 21Q: 3 clusters Score -1635088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1635089.875000 Penalty: 4779.779785
	Iteration 22Q: 3 clusters Score -1635090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1635089.875000 Penalty: 4779.779785
	Iteration 23Q: 3 clusters Score -1635090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1635088.250000 Penalty: 4779.779785
	Iteration 24Q: 3 clusters Score -1635088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1635090.250000 Penalty: 4779.779785
	Iteration 25Q: 3 clusters Score -1635090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1635090.250000 Penalty: 4779.779785
	Iteration 26Q: 3 clusters Score -1635090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1635088.375000 Penalty: 4779.779785
	Iteration 27Q: 3 clusters Score -1635088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1635088.375000 Penalty: 4779.779785
	Iteration 28F: 3 clusters Score -1635088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 11701 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 3615 members 
Entering Unmasked Estep 
Score: -139280528.000000 Penalty: 223341.859375
Splitting cluster 25 changes total score from -139280912.000000 to -139280528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82026.703125 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -82026.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82410.609375 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82410.61 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82612.625000 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82612.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82800.570312 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -82800.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83067.109375 Penalty: 3352.590576
	Iteration 4F: 3 clusters Score -83067.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83229.078125 Penalty: 3352.590576
	Iteration 5F: 3 clusters Score -83229.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83352.000000 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -83352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83457.906250 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -83457.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83500.078125 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83500.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83530.984375 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83530.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83568.664062 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83568.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83605.468750 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83605.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83659.218750 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -83659.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83722.898438 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -83722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83750.226562 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -83750.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83757.117188 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -83757.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83760.078125 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -83760.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83761.945312 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -83761.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83766.640625 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -83766.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83766.640625 Penalty: 3352.590576
	Iteration 19F: 3 clusters Score -83766.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Entering Unmasked Estep 
Score: -2502330.500000 Penalty: 2480.489502
	Iteration 0F: 2 clusters Score -2502330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2487011.500000 Penalty: 4960.979004
	Iteration 0F: 3 clusters Score -2487012 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2492449.250000 Penalty: 4960.979004
	Iteration 1F: 3 clusters Score -2492449 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2493118.500000 Penalty: 4960.979004
	Iteration 2F: 3 clusters Score -2493118 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2493917.750000 Penalty: 4960.979004
	Iteration 3F: 3 clusters Score -2493918 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2494839.500000 Penalty: 4960.979004
	Iteration 4F: 3 clusters Score -2494840 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2495825.500000 Penalty: 4960.979004
	Iteration 5F: 3 clusters Score -2495826 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2496765.250000 Penalty: 4960.979004
	Iteration 6F: 3 clusters Score -2496765 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2497633.750000 Penalty: 4960.979004
	Iteration 7F: 3 clusters Score -2497634 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2498338.250000 Penalty: 4960.979004
	Iteration 8Q: 3 clusters Score -2498338 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2498914.500000 Penalty: 4960.979004
	Iteration 9Q: 3 clusters Score -2498914 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2499335.250000 Penalty: 4960.979004
	Iteration 10Q: 3 clusters Score -2499335 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2499678.250000 Penalty: 4960.979004
	Iteration 11Q: 3 clusters Score -2499678 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2499865.250000 Penalty: 4960.979004
	Iteration 12Q: 3 clusters Score -2499865 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2500003.500000 Penalty: 4960.979004
	Iteration 13Q: 3 clusters Score -2500004 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2500106.500000 Penalty: 4960.979004
	Iteration 14Q: 3 clusters Score -2500106 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2500195.750000 Penalty: 4960.979004
	Iteration 15Q: 3 clusters Score -2500196 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2500274.750000 Penalty: 4960.979004
	Iteration 16Q: 3 clusters Score -2500275 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2500349.250000 Penalty: 4960.979004
	Iteration 17Q: 3 clusters Score -2500349 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2500424.500000 Penalty: 4960.979004
	Iteration 18Q: 3 clusters Score -2500424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2500494.000000 Penalty: 4960.979004
	Iteration 19Q: 3 clusters Score -2500494 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2500543.750000 Penalty: 4960.979004
	Iteration 20F: 3 clusters Score -2500544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2500586.500000 Penalty: 4960.979004
	Iteration 21Q: 3 clusters Score -2500586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2500625.750000 Penalty: 4960.979004
	Iteration 22Q: 3 clusters Score -2500626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2500648.250000 Penalty: 4960.979004
	Iteration 23Q: 3 clusters Score -2500648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2500674.500000 Penalty: 4960.979004
	Iteration 24Q: 3 clusters Score -2500674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2500685.000000 Penalty: 4960.979004
	Iteration 25Q: 3 clusters Score -2500685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2500697.750000 Penalty: 4960.979004
	Iteration 26Q: 3 clusters Score -2500698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2500705.250000 Penalty: 4960.979004
	Iteration 27Q: 3 clusters Score -2500705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2500706.000000 Penalty: 4960.979004
	Iteration 28Q: 3 clusters Score -2500706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2500707.250000 Penalty: 4960.979004
	Iteration 29Q: 3 clusters Score -2500707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2500712.750000 Penalty: 4960.979004
	Iteration 30Q: 3 clusters Score -2500713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2500722.500000 Penalty: 4960.979004
	Iteration 31Q: 3 clusters Score -2500722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2500731.250000 Penalty: 4960.979004
	Iteration 32Q: 3 clusters Score -2500731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2500732.000000 Penalty: 4960.979004
	Iteration 33Q: 3 clusters Score -2500732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2500738.500000 Penalty: 4960.979004
	Iteration 34Q: 3 clusters Score -2500738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2500743.750000 Penalty: 4960.979004
	Iteration 35Q: 3 clusters Score -2500744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2500744.250000 Penalty: 4960.979004
	Iteration 36Q: 3 clusters Score -2500744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2500749.000000 Penalty: 4960.979004
	Iteration 37Q: 3 clusters Score -2500749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2500752.000000 Penalty: 4960.979004
	Iteration 38Q: 3 clusters Score -2500752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2500752.750000 Penalty: 4960.979004
	Iteration 39Q: 3 clusters Score -2500753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2500751.250000 Penalty: 4960.979004
	Iteration 40F: 3 clusters Score -2500751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2500750.250000 Penalty: 4960.979004
	Iteration 41Q: 3 clusters Score -2500750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2500748.500000 Penalty: 4960.979004
	Iteration 42Q: 3 clusters Score -2500748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2500752.250000 Penalty: 4960.979004
	Iteration 43Q: 3 clusters Score -2500752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2500756.250000 Penalty: 4960.979004
	Iteration 44Q: 3 clusters Score -2500756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2500756.750000 Penalty: 4960.979004
	Iteration 45Q: 3 clusters Score -2500757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2500755.000000 Penalty: 4960.979004
	Iteration 46Q: 3 clusters Score -2500755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2500755.250000 Penalty: 4960.979004
	Iteration 47Q: 3 clusters Score -2500755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2500756.000000 Penalty: 4960.979004
	Iteration 48Q: 3 clusters Score -2500756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2500756.750000 Penalty: 4960.979004
	Iteration 49Q: 3 clusters Score -2500757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2500755.500000 Penalty: 4960.979004
	Iteration 50Q: 3 clusters Score -2500756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2500757.750000 Penalty: 4960.979004
	Iteration 51Q: 3 clusters Score -2500758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2500757.750000 Penalty: 4960.979004
	Iteration 52F: 3 clusters Score -2500758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -109001.554688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -109001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107046.359375 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -107046.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107410.640625 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -107410.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107545.500000 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -107545.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107652.726562 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -107652.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107716.750000 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -107716.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -107756.820312 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -107756.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107788.289062 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -107788.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -107835.656250 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -107835.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -107911.242188 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -107911.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -107976.804688 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -107976.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -108033.906250 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -108033.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108087.789062 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -108087.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -108152.984375 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -108153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108322.976562 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -108323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108541.937500 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -108541.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108849.968750 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -108850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -108991.171875 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -108991.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -109109.578125 Penalty: 3453.742188
	Iteration 17F: 3 clusters Score -109109.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109163.460938 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -109163.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -109221.375000 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -109221.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -109264.781250 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -109264.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109321.343750 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -109321.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109374.289062 Penalty: 3453.742188
	Iteration 22Q: 3 clusters Score -109374.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -109425.609375 Penalty: 3453.742188
	Iteration 23Q: 3 clusters Score -109425.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -109499.273438 Penalty: 3453.742188
	Iteration 24Q: 3 clusters Score -109499.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -109529.429688 Penalty: 3453.742188
	Iteration 25Q: 3 clusters Score -109529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109535.765625 Penalty: 3453.742188
	Iteration 26Q: 3 clusters Score -109535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -109536.984375 Penalty: 3453.742188
	Iteration 27Q: 3 clusters Score -109537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -109538.664062 Penalty: 3453.742188
	Iteration 28Q: 3 clusters Score -109538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -109538.664062 Penalty: 3453.742188
	Iteration 29F: 3 clusters Score -109538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 337 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 720 members 
Entering Unmasked Estep 
Score: -139279696.000000 Penalty: 223341.859375
Splitting cluster 28 changes total score from -139280912.000000 to -139279696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (26826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Entering Unmasked Estep 
Score: -3056858.750000 Penalty: 2528.887451
	Iteration 0F: 2 clusters Score -3056859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3038407.750000 Penalty: 5057.774902
	Iteration 0F: 3 clusters Score -3038408 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3044819.250000 Penalty: 5057.774902
	Iteration 1F: 3 clusters Score -3044819 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3045420.750000 Penalty: 5057.774902
	Iteration 2F: 3 clusters Score -3045421 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3046210.500000 Penalty: 5057.774902
	Iteration 3F: 3 clusters Score -3046210 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3047373.000000 Penalty: 5057.774902
	Iteration 4F: 3 clusters Score -3047373 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3049106.750000 Penalty: 5057.774902
	Iteration 5F: 3 clusters Score -3049107 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3050954.500000 Penalty: 5057.774902
	Iteration 6F: 3 clusters Score -3050954 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3052421.500000 Penalty: 5057.774902
	Iteration 7F: 3 clusters Score -3052422 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3053381.750000 Penalty: 5057.774902
	Iteration 8F: 3 clusters Score -3053382 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3053952.500000 Penalty: 5057.774902
	Iteration 9Q: 3 clusters Score -3053952 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3054308.500000 Penalty: 5057.774902
	Iteration 10Q: 3 clusters Score -3054308 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3054592.500000 Penalty: 5057.774902
	Iteration 11Q: 3 clusters Score -3054592 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3054854.000000 Penalty: 5057.774902
	Iteration 12Q: 3 clusters Score -3054854 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3055082.000000 Penalty: 5057.774902
	Iteration 13Q: 3 clusters Score -3055082 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3055278.000000 Penalty: 5057.774902
	Iteration 14Q: 3 clusters Score -3055278 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3055431.750000 Penalty: 5057.774902
	Iteration 15Q: 3 clusters Score -3055432 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3055529.750000 Penalty: 5057.774902
	Iteration 16Q: 3 clusters Score -3055530 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3055620.750000 Penalty: 5057.774902
	Iteration 17Q: 3 clusters Score -3055621 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3055665.500000 Penalty: 5057.774902
	Iteration 18Q: 3 clusters Score -3055666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3055702.750000 Penalty: 5057.774902
	Iteration 19Q: 3 clusters Score -3055703 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3055728.000000 Penalty: 5057.774902
	Iteration 20F: 3 clusters Score -3055728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3055748.750000 Penalty: 5057.774902
	Iteration 21Q: 3 clusters Score -3055749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3055754.500000 Penalty: 5057.774902
	Iteration 22Q: 3 clusters Score -3055754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3055764.250000 Penalty: 5057.774902
	Iteration 23Q: 3 clusters Score -3055764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3055762.000000 Penalty: 5057.774902
	Iteration 24Q: 3 clusters Score -3055762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3055765.000000 Penalty: 5057.774902
	Iteration 25Q: 3 clusters Score -3055765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3055767.250000 Penalty: 5057.774902
	Iteration 26Q: 3 clusters Score -3055767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3055771.250000 Penalty: 5057.774902
	Iteration 27Q: 3 clusters Score -3055771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3055767.750000 Penalty: 5057.774902
	Iteration 28Q: 3 clusters Score -3055768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3055767.000000 Penalty: 5057.774902
	Iteration 29Q: 3 clusters Score -3055767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3055771.500000 Penalty: 5057.774902
	Iteration 30Q: 3 clusters Score -3055772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3055771.500000 Penalty: 5057.774902
	Iteration 31F: 3 clusters Score -3055772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Entering Unmasked Estep 
Score: -1214516.500000 Penalty: 2308.071777
	Iteration 0F: 2 clusters Score -1214516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1206191.625000 Penalty: 4616.143555
	Iteration 0F: 3 clusters Score -1206192 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1208546.875000 Penalty: 4616.143555
	Iteration 1F: 3 clusters Score -1208547 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1208854.750000 Penalty: 4616.143555
	Iteration 2F: 3 clusters Score -1208855 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1209049.375000 Penalty: 4616.143555
	Iteration 3Q: 3 clusters Score -1209049 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1209213.250000 Penalty: 4616.143555
	Iteration 4Q: 3 clusters Score -1209213 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1209366.125000 Penalty: 4616.143555
	Iteration 5Q: 3 clusters Score -1209366 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1209532.875000 Penalty: 4616.143555
	Iteration 6Q: 3 clusters Score -1209533 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1209723.500000 Penalty: 4616.143555
	Iteration 7Q: 3 clusters Score -1209724 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1209912.500000 Penalty: 4616.143555
	Iteration 8Q: 3 clusters Score -1209912 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1210127.625000 Penalty: 4616.143555
	Iteration 9Q: 3 clusters Score -1210128 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1210373.375000 Penalty: 4616.143555
	Iteration 10Q: 3 clusters Score -1210373 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1210669.375000 Penalty: 4616.143555
	Iteration 11Q: 3 clusters Score -1210669 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1211008.500000 Penalty: 4616.143555
	Iteration 12Q: 3 clusters Score -1211008 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1211347.625000 Penalty: 4616.143555
	Iteration 13Q: 3 clusters Score -1211348 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1211708.750000 Penalty: 4616.143555
	Iteration 14Q: 3 clusters Score -1211709 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1212078.750000 Penalty: 4616.143555
	Iteration 15Q: 3 clusters Score -1212079 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1212400.875000 Penalty: 4616.143555
	Iteration 16Q: 3 clusters Score -1212401 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1212623.250000 Penalty: 4616.143555
	Iteration 17Q: 3 clusters Score -1212623 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1212756.125000 Penalty: 4616.143555
	Iteration 18Q: 3 clusters Score -1212756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1212856.875000 Penalty: 4616.143555
	Iteration 19Q: 3 clusters Score -1212857 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1212934.500000 Penalty: 4616.143555
	Iteration 20F: 3 clusters Score -1212934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1212987.250000 Penalty: 4616.143555
	Iteration 21Q: 3 clusters Score -1212987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1213023.500000 Penalty: 4616.143555
	Iteration 22Q: 3 clusters Score -1213024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1213052.000000 Penalty: 4616.143555
	Iteration 23Q: 3 clusters Score -1213052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1213071.000000 Penalty: 4616.143555
	Iteration 24Q: 3 clusters Score -1213071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1213077.375000 Penalty: 4616.143555
	Iteration 25Q: 3 clusters Score -1213077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1213089.125000 Penalty: 4616.143555
	Iteration 26Q: 3 clusters Score -1213089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1213098.500000 Penalty: 4616.143555
	Iteration 27Q: 3 clusters Score -1213098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1213102.125000 Penalty: 4616.143555
	Iteration 28Q: 3 clusters Score -1213102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1213106.500000 Penalty: 4616.143555
	Iteration 29Q: 3 clusters Score -1213106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1213107.375000 Penalty: 4616.143555
	Iteration 30Q: 3 clusters Score -1213107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1213106.500000 Penalty: 4616.143555
	Iteration 31Q: 3 clusters Score -1213106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1213106.125000 Penalty: 4616.143555
	Iteration 32Q: 3 clusters Score -1213106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1213108.000000 Penalty: 4616.143555
	Iteration 33Q: 3 clusters Score -1213108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1213106.875000 Penalty: 4616.143555
	Iteration 34Q: 3 clusters Score -1213107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1213108.000000 Penalty: 4616.143555
	Iteration 35Q: 3 clusters Score -1213108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1213108.250000 Penalty: 4616.143555
	Iteration 36Q: 3 clusters Score -1213108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1213110.500000 Penalty: 4616.143555
	Iteration 37Q: 3 clusters Score -1213110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1213108.625000 Penalty: 4616.143555
	Iteration 38Q: 3 clusters Score -1213109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1213111.750000 Penalty: 4616.143555
	Iteration 39Q: 3 clusters Score -1213112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1213111.750000 Penalty: 4616.143555
	Iteration 40F: 3 clusters Score -1213112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Entering Unmasked Estep 
Score: -3091067.750000 Penalty: 2553.852051
	Iteration 0F: 2 clusters Score -3091068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3070658.750000 Penalty: 5107.704102
	Iteration 0F: 3 clusters Score -3070659 nChanged 13435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3078201.250000 Penalty: 5107.704102
	Iteration 1F: 3 clusters Score -3078201 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3078994.750000 Penalty: 5107.704102
	Iteration 2F: 3 clusters Score -3078995 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3080020.750000 Penalty: 5107.704102
	Iteration 3F: 3 clusters Score -3080021 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3081339.000000 Penalty: 5107.704102
	Iteration 4F: 3 clusters Score -3081339 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3082908.500000 Penalty: 5107.704102
	Iteration 5F: 3 clusters Score -3082908 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3084285.500000 Penalty: 5107.704102
	Iteration 6F: 3 clusters Score -3084286 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -3085276.750000 Penalty: 5107.704102
	Iteration 7F: 3 clusters Score -3085277 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3086013.000000 Penalty: 5107.704102
	Iteration 8Q: 3 clusters Score -3086013 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3086643.250000 Penalty: 5107.704102
	Iteration 9Q: 3 clusters Score -3086643 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3087110.250000 Penalty: 5107.704102
	Iteration 10Q: 3 clusters Score -3087110 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3087488.250000 Penalty: 5107.704102
	Iteration 11Q: 3 clusters Score -3087488 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3087839.250000 Penalty: 5107.704102
	Iteration 12Q: 3 clusters Score -3087839 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -3088153.750000 Penalty: 5107.704102
	Iteration 13Q: 3 clusters Score -3088154 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3088448.500000 Penalty: 5107.704102
	Iteration 14Q: 3 clusters Score -3088448 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3088723.250000 Penalty: 5107.704102
	Iteration 15Q: 3 clusters Score -3088723 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3088936.750000 Penalty: 5107.704102
	Iteration 16Q: 3 clusters Score -3088937 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3089154.000000 Penalty: 5107.704102
	Iteration 17Q: 3 clusters Score -3089154 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3089299.750000 Penalty: 5107.704102
	Iteration 18Q: 3 clusters Score -3089300 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3089440.000000 Penalty: 5107.704102
	Iteration 19Q: 3 clusters Score -3089440 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3089564.000000 Penalty: 5107.704102
	Iteration 20F: 3 clusters Score -3089564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3089693.500000 Penalty: 5107.704102
	Iteration 21Q: 3 clusters Score -3089694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3089785.250000 Penalty: 5107.704102
	Iteration 22Q: 3 clusters Score -3089785 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3089885.500000 Penalty: 5107.704102
	Iteration 23Q: 3 clusters Score -3089886 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3089985.750000 Penalty: 5107.704102
	Iteration 24Q: 3 clusters Score -3089986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3090080.250000 Penalty: 5107.704102
	Iteration 25Q: 3 clusters Score -3090080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3090166.250000 Penalty: 5107.704102
	Iteration 26Q: 3 clusters Score -3090166 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3090260.500000 Penalty: 5107.704102
	Iteration 27Q: 3 clusters Score -3090260 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3090352.250000 Penalty: 5107.704102
	Iteration 28Q: 3 clusters Score -3090352 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3090438.750000 Penalty: 5107.704102
	Iteration 29Q: 3 clusters Score -3090439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3090510.750000 Penalty: 5107.704102
	Iteration 30Q: 3 clusters Score -3090511 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3090555.250000 Penalty: 5107.704102
	Iteration 31Q: 3 clusters Score -3090555 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3090603.250000 Penalty: 5107.704102
	Iteration 32Q: 3 clusters Score -3090603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3090639.750000 Penalty: 5107.704102
	Iteration 33Q: 3 clusters Score -3090640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3090661.750000 Penalty: 5107.704102
	Iteration 34Q: 3 clusters Score -3090662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3090683.750000 Penalty: 5107.704102
	Iteration 35Q: 3 clusters Score -3090684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3090684.500000 Penalty: 5107.704102
	Iteration 36Q: 3 clusters Score -3090684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3090687.000000 Penalty: 5107.704102
	Iteration 37Q: 3 clusters Score -3090687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3090701.500000 Penalty: 5107.704102
	Iteration 38Q: 3 clusters Score -3090702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3090706.750000 Penalty: 5107.704102
	Iteration 39Q: 3 clusters Score -3090707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3090709.500000 Penalty: 5107.704102
	Iteration 40F: 3 clusters Score -3090710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3090710.000000 Penalty: 5107.704102
	Iteration 41Q: 3 clusters Score -3090710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3090706.750000 Penalty: 5107.704102
	Iteration 42Q: 3 clusters Score -3090707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3090711.750000 Penalty: 5107.704102
	Iteration 43Q: 3 clusters Score -3090712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3090717.250000 Penalty: 5107.704102
	Iteration 44Q: 3 clusters Score -3090717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3090716.250000 Penalty: 5107.704102
	Iteration 45Q: 3 clusters Score -3090716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3090714.250000 Penalty: 5107.704102
	Iteration 46Q: 3 clusters Score -3090714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3090715.250000 Penalty: 5107.704102
	Iteration 47Q: 3 clusters Score -3090715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3090715.250000 Penalty: 5107.704102
	Iteration 48F: 3 clusters Score -3090715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Entering Unmasked Estep 
Score: -898610.625000 Penalty: 2239.503662
	Iteration 0F: 2 clusters Score -898610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -892000.500000 Penalty: 4479.007324
	Iteration 0F: 3 clusters Score -892000.5 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -893875.812500 Penalty: 4479.007324
	Iteration 1F: 3 clusters Score -893875.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -894124.125000 Penalty: 4479.007324
	Iteration 2F: 3 clusters Score -894124.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -894282.125000 Penalty: 4479.007324
	Iteration 3Q: 3 clusters Score -894282.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -894410.062500 Penalty: 4479.007324
	Iteration 4Q: 3 clusters Score -894410.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -894527.187500 Penalty: 4479.007324
	Iteration 5Q: 3 clusters Score -894527.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -894629.500000 Penalty: 4479.007324
	Iteration 6Q: 3 clusters Score -894629.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -894718.375000 Penalty: 4479.007324
	Iteration 7Q: 3 clusters Score -894718.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -894812.687500 Penalty: 4479.007324
	Iteration 8Q: 3 clusters Score -894812.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -894911.375000 Penalty: 4479.007324
	Iteration 9Q: 3 clusters Score -894911.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -895035.625000 Penalty: 4479.007324
	Iteration 10Q: 3 clusters Score -895035.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -895196.062500 Penalty: 4479.007324
	Iteration 11Q: 3 clusters Score -895196.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -895378.437500 Penalty: 4479.007324
	Iteration 12Q: 3 clusters Score -895378.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -895599.375000 Penalty: 4479.007324
	Iteration 13Q: 3 clusters Score -895599.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -895796.125000 Penalty: 4479.007324
	Iteration 14Q: 3 clusters Score -895796.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -895952.562500 Penalty: 4479.007324
	Iteration 15Q: 3 clusters Score -895952.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -896086.875000 Penalty: 4479.007324
	Iteration 16Q: 3 clusters Score -896086.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -896203.250000 Penalty: 4479.007324
	Iteration 17Q: 3 clusters Score -896203.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -896304.625000 Penalty: 4479.007324
	Iteration 18Q: 3 clusters Score -896304.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -896369.125000 Penalty: 4479.007324
	Iteration 19Q: 3 clusters Score -896369.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -896422.250000 Penalty: 4479.007324
	Iteration 20F: 3 clusters Score -896422.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -896458.937500 Penalty: 4479.007324
	Iteration 21Q: 3 clusters Score -896458.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -896508.000000 Penalty: 4479.007324
	Iteration 22Q: 3 clusters Score -896508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -896559.125000 Penalty: 4479.007324
	Iteration 23Q: 3 clusters Score -896559.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -896605.437500 Penalty: 4479.007324
	Iteration 24Q: 3 clusters Score -896605.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -896645.750000 Penalty: 4479.007324
	Iteration 25Q: 3 clusters Score -896645.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -896672.875000 Penalty: 4479.007324
	Iteration 26Q: 3 clusters Score -896672.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -896695.875000 Penalty: 4479.007324
	Iteration 27Q: 3 clusters Score -896695.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -896710.375000 Penalty: 4479.007324
	Iteration 28Q: 3 clusters Score -896710.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -896724.500000 Penalty: 4479.007324
	Iteration 29Q: 3 clusters Score -896724.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -896731.062500 Penalty: 4479.007324
	Iteration 30Q: 3 clusters Score -896731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -896733.375000 Penalty: 4479.007324
	Iteration 31Q: 3 clusters Score -896733.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -896735.375000 Penalty: 4479.007324
	Iteration 32Q: 3 clusters Score -896735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -896738.312500 Penalty: 4479.007324
	Iteration 33Q: 3 clusters Score -896738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -896739.500000 Penalty: 4479.007324
	Iteration 34Q: 3 clusters Score -896739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -896741.125000 Penalty: 4479.007324
	Iteration 35Q: 3 clusters Score -896741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -896742.937500 Penalty: 4479.007324
	Iteration 36Q: 3 clusters Score -896742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -896745.000000 Penalty: 4479.007324
	Iteration 37Q: 3 clusters Score -896745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -896747.625000 Penalty: 4479.007324
	Iteration 38Q: 3 clusters Score -896747.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -896747.500000 Penalty: 4479.007324
	Iteration 39Q: 3 clusters Score -896747.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -896747.500000 Penalty: 4479.007324
	Iteration 40F: 3 clusters Score -896747.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Entering Unmasked Estep 
Score: -524283.000000 Penalty: 2096.073242
	Iteration 0F: 2 clusters Score -524283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -519980.093750 Penalty: 4192.146484
	Iteration 0F: 3 clusters Score -519980.1 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -520989.843750 Penalty: 4192.146484
	Iteration 1F: 3 clusters Score -520989.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -521260.843750 Penalty: 4192.146484
	Iteration 2F: 3 clusters Score -521260.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -521519.031250 Penalty: 4192.146484
	Iteration 3F: 3 clusters Score -521519 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -521852.718750 Penalty: 4192.146484
	Iteration 4F: 3 clusters Score -521852.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -522189.062500 Penalty: 4192.146484
	Iteration 5F: 3 clusters Score -522189.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -522469.281250 Penalty: 4192.146484
	Iteration 6F: 3 clusters Score -522469.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -522634.750000 Penalty: 4192.146484
	Iteration 7Q: 3 clusters Score -522634.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -522752.843750 Penalty: 4192.146484
	Iteration 8Q: 3 clusters Score -522752.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -522840.968750 Penalty: 4192.146484
	Iteration 9Q: 3 clusters Score -522841 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -522889.812500 Penalty: 4192.146484
	Iteration 10Q: 3 clusters Score -522889.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -522924.281250 Penalty: 4192.146484
	Iteration 11Q: 3 clusters Score -522924.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -522945.531250 Penalty: 4192.146484
	Iteration 12Q: 3 clusters Score -522945.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -522960.281250 Penalty: 4192.146484
	Iteration 13Q: 3 clusters Score -522960.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -522972.968750 Penalty: 4192.146484
	Iteration 14Q: 3 clusters Score -522973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -522984.875000 Penalty: 4192.146484
	Iteration 15Q: 3 clusters Score -522984.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -522989.937500 Penalty: 4192.146484
	Iteration 16Q: 3 clusters Score -522989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -522992.781250 Penalty: 4192.146484
	Iteration 17Q: 3 clusters Score -522992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -522996.187500 Penalty: 4192.146484
	Iteration 18Q: 3 clusters Score -522996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -522996.281250 Penalty: 4192.146484
	Iteration 19Q: 3 clusters Score -522996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -522996.281250 Penalty: 4192.146484
	Iteration 20F: 3 clusters Score -522996.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Entering Unmasked Estep 
Score: -1743539.125000 Penalty: 2391.020996
	Iteration 0F: 2 clusters Score -1743539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1732500.250000 Penalty: 4782.041992
	Iteration 0F: 3 clusters Score -1732500 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1736183.875000 Penalty: 4782.041992
	Iteration 1F: 3 clusters Score -1736184 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1736693.250000 Penalty: 4782.041992
	Iteration 2F: 3 clusters Score -1736693 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1737102.250000 Penalty: 4782.041992
	Iteration 3F: 3 clusters Score -1737102 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1737476.875000 Penalty: 4782.041992
	Iteration 4Q: 3 clusters Score -1737477 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1737816.625000 Penalty: 4782.041992
	Iteration 5Q: 3 clusters Score -1737817 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1738116.875000 Penalty: 4782.041992
	Iteration 6Q: 3 clusters Score -1738117 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1738371.000000 Penalty: 4782.041992
	Iteration 7Q: 3 clusters Score -1738371 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1738584.250000 Penalty: 4782.041992
	Iteration 8Q: 3 clusters Score -1738584 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1738714.125000 Penalty: 4782.041992
	Iteration 9Q: 3 clusters Score -1738714 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1738817.250000 Penalty: 4782.041992
	Iteration 10Q: 3 clusters Score -1738817 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1738887.875000 Penalty: 4782.041992
	Iteration 11Q: 3 clusters Score -1738888 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1738960.625000 Penalty: 4782.041992
	Iteration 12Q: 3 clusters Score -1738961 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1739011.250000 Penalty: 4782.041992
	Iteration 13Q: 3 clusters Score -1739011 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1739068.000000 Penalty: 4782.041992
	Iteration 14Q: 3 clusters Score -1739068 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1739110.750000 Penalty: 4782.041992
	Iteration 15Q: 3 clusters Score -1739111 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1739167.625000 Penalty: 4782.041992
	Iteration 16Q: 3 clusters Score -1739168 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1739222.000000 Penalty: 4782.041992
	Iteration 17Q: 3 clusters Score -1739222 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1739279.500000 Penalty: 4782.041992
	Iteration 18Q: 3 clusters Score -1739280 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1739354.875000 Penalty: 4782.041992
	Iteration 19Q: 3 clusters Score -1739355 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1739439.125000 Penalty: 4782.041992
	Iteration 20F: 3 clusters Score -1739439 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1739534.875000 Penalty: 4782.041992
	Iteration 21Q: 3 clusters Score -1739535 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1739658.125000 Penalty: 4782.041992
	Iteration 22Q: 3 clusters Score -1739658 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1739772.625000 Penalty: 4782.041992
	Iteration 23Q: 3 clusters Score -1739773 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1739900.625000 Penalty: 4782.041992
	Iteration 24Q: 3 clusters Score -1739901 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1740013.500000 Penalty: 4782.041992
	Iteration 25Q: 3 clusters Score -1740014 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1740143.500000 Penalty: 4782.041992
	Iteration 26Q: 3 clusters Score -1740144 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1740282.500000 Penalty: 4782.041992
	Iteration 27Q: 3 clusters Score -1740282 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1740439.125000 Penalty: 4782.041992
	Iteration 28Q: 3 clusters Score -1740439 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1740573.125000 Penalty: 4782.041992
	Iteration 29Q: 3 clusters Score -1740573 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1740701.000000 Penalty: 4782.041992
	Iteration 30Q: 3 clusters Score -1740701 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1740820.375000 Penalty: 4782.041992
	Iteration 31Q: 3 clusters Score -1740820 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1740929.125000 Penalty: 4782.041992
	Iteration 32Q: 3 clusters Score -1740929 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1741031.125000 Penalty: 4782.041992
	Iteration 33Q: 3 clusters Score -1741031 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1741110.000000 Penalty: 4782.041992
	Iteration 34Q: 3 clusters Score -1741110 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1741170.250000 Penalty: 4782.041992
	Iteration 35Q: 3 clusters Score -1741170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1741227.250000 Penalty: 4782.041992
	Iteration 36Q: 3 clusters Score -1741227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1741260.000000 Penalty: 4782.041992
	Iteration 37Q: 3 clusters Score -1741260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1741290.125000 Penalty: 4782.041992
	Iteration 38Q: 3 clusters Score -1741290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1741311.625000 Penalty: 4782.041992
	Iteration 39Q: 3 clusters Score -1741312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1741331.125000 Penalty: 4782.041992
	Iteration 40F: 3 clusters Score -1741331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1741353.500000 Penalty: 4782.041992
	Iteration 41Q: 3 clusters Score -1741354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1741375.000000 Penalty: 4782.041992
	Iteration 42Q: 3 clusters Score -1741375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1741391.500000 Penalty: 4782.041992
	Iteration 43Q: 3 clusters Score -1741392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1741408.000000 Penalty: 4782.041992
	Iteration 44Q: 3 clusters Score -1741408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1741418.000000 Penalty: 4782.041992
	Iteration 45Q: 3 clusters Score -1741418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1741429.875000 Penalty: 4782.041992
	Iteration 46Q: 3 clusters Score -1741430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1741446.125000 Penalty: 4782.041992
	Iteration 47Q: 3 clusters Score -1741446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1741455.750000 Penalty: 4782.041992
	Iteration 48Q: 3 clusters Score -1741456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1741460.375000 Penalty: 4782.041992
	Iteration 49Q: 3 clusters Score -1741460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1741467.125000 Penalty: 4782.041992
	Iteration 50Q: 3 clusters Score -1741467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1741467.625000 Penalty: 4782.041992
	Iteration 51Q: 3 clusters Score -1741468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1741471.250000 Penalty: 4782.041992
	Iteration 52Q: 3 clusters Score -1741471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1741472.250000 Penalty: 4782.041992
	Iteration 53Q: 3 clusters Score -1741472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1741473.750000 Penalty: 4782.041992
	Iteration 54Q: 3 clusters Score -1741474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1741481.250000 Penalty: 4782.041992
	Iteration 55Q: 3 clusters Score -1741481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1741481.875000 Penalty: 4782.041992
	Iteration 56Q: 3 clusters Score -1741482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1741487.500000 Penalty: 4782.041992
	Iteration 57Q: 3 clusters Score -1741488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1741487.375000 Penalty: 4782.041992
	Iteration 58Q: 3 clusters Score -1741487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1741488.375000 Penalty: 4782.041992
	Iteration 59Q: 3 clusters Score -1741488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1741488.375000 Penalty: 4782.041992
	Iteration 60F: 3 clusters Score -1741488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -34413.628906 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -34413.63 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 177 members 
Entering Unmasked Estep 
Score: -33071.164062 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -33071.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33362.097656 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -33362.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33507.996094 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -33508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33589.816406 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -33589.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33638.179688 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -33638.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33660.480469 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -33660.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33672.855469 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -33672.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33676.867188 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -33676.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33686.914062 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -33686.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33691.445312 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -33691.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33691.445312 Penalty: 2935.771240
	Iteration 10F: 3 clusters Score -33691.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Entering Unmasked Estep 
Score: -490957.812500 Penalty: 2094.958740
	Iteration 0F: 2 clusters Score -490957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -486659.125000 Penalty: 4189.917480
	Iteration 0F: 3 clusters Score -486659.1 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -487690.281250 Penalty: 4189.917480
	Iteration 1F: 3 clusters Score -487690.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -488062.531250 Penalty: 4189.917480
	Iteration 2F: 3 clusters Score -488062.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -488419.093750 Penalty: 4189.917480
	Iteration 3F: 3 clusters Score -488419.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -488856.500000 Penalty: 4189.917480
	Iteration 4F: 3 clusters Score -488856.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -489260.375000 Penalty: 4189.917480
	Iteration 5F: 3 clusters Score -489260.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -489661.312500 Penalty: 4189.917480
	Iteration 6F: 3 clusters Score -489661.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -490022.593750 Penalty: 4189.917480
	Iteration 7F: 3 clusters Score -490022.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -490251.968750 Penalty: 4189.917480
	Iteration 8Q: 3 clusters Score -490252 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -490371.312500 Penalty: 4189.917480
	Iteration 9Q: 3 clusters Score -490371.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -490434.562500 Penalty: 4189.917480
	Iteration 10Q: 3 clusters Score -490434.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -490465.656250 Penalty: 4189.917480
	Iteration 11Q: 3 clusters Score -490465.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -490479.000000 Penalty: 4189.917480
	Iteration 12Q: 3 clusters Score -490479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -490486.031250 Penalty: 4189.917480
	Iteration 13Q: 3 clusters Score -490486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -490493.312500 Penalty: 4189.917480
	Iteration 14Q: 3 clusters Score -490493.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -490499.937500 Penalty: 4189.917480
	Iteration 15Q: 3 clusters Score -490499.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -490507.343750 Penalty: 4189.917480
	Iteration 16Q: 3 clusters Score -490507.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -490514.468750 Penalty: 4189.917480
	Iteration 17Q: 3 clusters Score -490514.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -490520.437500 Penalty: 4189.917480
	Iteration 18Q: 3 clusters Score -490520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -490523.718750 Penalty: 4189.917480
	Iteration 19Q: 3 clusters Score -490523.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -490526.000000 Penalty: 4189.917480
	Iteration 20F: 3 clusters Score -490526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -490525.875000 Penalty: 4189.917480
	Iteration 21Q: 3 clusters Score -490525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -490526.000000 Penalty: 4189.917480
	Iteration 22Q: 3 clusters Score -490526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -490528.218750 Penalty: 4189.917480
	Iteration 23Q: 3 clusters Score -490528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -490527.687500 Penalty: 4189.917480
	Iteration 24Q: 3 clusters Score -490527.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -490527.687500 Penalty: 4189.917480
	Iteration 25F: 3 clusters Score -490527.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Entering Unmasked Estep 
Score: -650697.062500 Penalty: 2156.941650
	Iteration 0F: 2 clusters Score -650697.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -645581.937500 Penalty: 4313.883301
	Iteration 0F: 3 clusters Score -645581.9 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -646892.375000 Penalty: 4313.883301
	Iteration 1F: 3 clusters Score -646892.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -647193.125000 Penalty: 4313.883301
	Iteration 2F: 3 clusters Score -647193.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -647406.500000 Penalty: 4313.883301
	Iteration 3F: 3 clusters Score -647406.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -647572.687500 Penalty: 4313.883301
	Iteration 4Q: 3 clusters Score -647572.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -647758.375000 Penalty: 4313.883301
	Iteration 5Q: 3 clusters Score -647758.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -647953.375000 Penalty: 4313.883301
	Iteration 6Q: 3 clusters Score -647953.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -648144.437500 Penalty: 4313.883301
	Iteration 7Q: 3 clusters Score -648144.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -648327.125000 Penalty: 4313.883301
	Iteration 8Q: 3 clusters Score -648327.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -648513.625000 Penalty: 4313.883301
	Iteration 9Q: 3 clusters Score -648513.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -648672.937500 Penalty: 4313.883301
	Iteration 10Q: 3 clusters Score -648672.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -648777.250000 Penalty: 4313.883301
	Iteration 11Q: 3 clusters Score -648777.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -648841.687500 Penalty: 4313.883301
	Iteration 12Q: 3 clusters Score -648841.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -648887.000000 Penalty: 4313.883301
	Iteration 13Q: 3 clusters Score -648887 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -648921.250000 Penalty: 4313.883301
	Iteration 14Q: 3 clusters Score -648921.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -648946.437500 Penalty: 4313.883301
	Iteration 15Q: 3 clusters Score -648946.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -648963.187500 Penalty: 4313.883301
	Iteration 16Q: 3 clusters Score -648963.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -648978.375000 Penalty: 4313.883301
	Iteration 17Q: 3 clusters Score -648978.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -648993.187500 Penalty: 4313.883301
	Iteration 18Q: 3 clusters Score -648993.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -649004.250000 Penalty: 4313.883301
	Iteration 19Q: 3 clusters Score -649004.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -649024.875000 Penalty: 4313.883301
	Iteration 20F: 3 clusters Score -649024.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -649039.500000 Penalty: 4313.883301
	Iteration 21Q: 3 clusters Score -649039.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -649045.250000 Penalty: 4313.883301
	Iteration 22Q: 3 clusters Score -649045.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -649051.875000 Penalty: 4313.883301
	Iteration 23Q: 3 clusters Score -649051.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -649059.250000 Penalty: 4313.883301
	Iteration 24Q: 3 clusters Score -649059.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -649065.812500 Penalty: 4313.883301
	Iteration 25Q: 3 clusters Score -649065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -649072.750000 Penalty: 4313.883301
	Iteration 26Q: 3 clusters Score -649072.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -649078.187500 Penalty: 4313.883301
	Iteration 27Q: 3 clusters Score -649078.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -649083.750000 Penalty: 4313.883301
	Iteration 28Q: 3 clusters Score -649083.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -649088.625000 Penalty: 4313.883301
	Iteration 29Q: 3 clusters Score -649088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -649089.125000 Penalty: 4313.883301
	Iteration 30Q: 3 clusters Score -649089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -649089.125000 Penalty: 4313.883301
	Iteration 31F: 3 clusters Score -649089.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 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 173 members 
Entering Unmasked Estep 
Score: -36471.859375 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36471.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36601.648438 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36601.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36634.726562 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36634.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36653.031250 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -36653.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36664.960938 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -36664.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36672.902344 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -36672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36685.101562 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -36685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36685.101562 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -36685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Entering Unmasked Estep 
Score: -1379368.000000 Penalty: 2335.685303
	Iteration 0F: 2 clusters Score -1379368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1370222.250000 Penalty: 4671.370605
	Iteration 0F: 3 clusters Score -1370222 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1372969.875000 Penalty: 4671.370605
	Iteration 1F: 3 clusters Score -1372970 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1373311.875000 Penalty: 4671.370605
	Iteration 2F: 3 clusters Score -1373312 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1373604.625000 Penalty: 4671.370605
	Iteration 3Q: 3 clusters Score -1373605 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1373892.500000 Penalty: 4671.370605
	Iteration 4Q: 3 clusters Score -1373892 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1374224.000000 Penalty: 4671.370605
	Iteration 5Q: 3 clusters Score -1374224 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1374654.000000 Penalty: 4671.370605
	Iteration 6F: 3 clusters Score -1374654 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1375202.750000 Penalty: 4671.370605
	Iteration 7F: 3 clusters Score -1375203 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1375759.500000 Penalty: 4671.370605
	Iteration 8F: 3 clusters Score -1375760 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1376329.000000 Penalty: 4671.370605
	Iteration 9F: 3 clusters Score -1376329 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1376833.375000 Penalty: 4671.370605
	Iteration 10F: 3 clusters Score -1376833 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1377306.000000 Penalty: 4671.370605
	Iteration 11Q: 3 clusters Score -1377306 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1377722.250000 Penalty: 4671.370605
	Iteration 12Q: 3 clusters Score -1377722 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1378165.875000 Penalty: 4671.370605
	Iteration 13Q: 3 clusters Score -1378166 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1378559.750000 Penalty: 4671.370605
	Iteration 14Q: 3 clusters Score -1378560 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1378790.875000 Penalty: 4671.370605
	Iteration 15Q: 3 clusters Score -1378791 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1378877.250000 Penalty: 4671.370605
	Iteration 16Q: 3 clusters Score -1378877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1378903.500000 Penalty: 4671.370605
	Iteration 17Q: 3 clusters Score -1378904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1378914.750000 Penalty: 4671.370605
	Iteration 18Q: 3 clusters Score -1378915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1378922.750000 Penalty: 4671.370605
	Iteration 19Q: 3 clusters Score -1378923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1378921.750000 Penalty: 4671.370605
	Iteration 20F: 3 clusters Score -1378922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1378926.375000 Penalty: 4671.370605
	Iteration 21Q: 3 clusters Score -1378926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1378929.625000 Penalty: 4671.370605
	Iteration 22Q: 3 clusters Score -1378930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1378930.500000 Penalty: 4671.370605
	Iteration 23Q: 3 clusters Score -1378930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1378931.750000 Penalty: 4671.370605
	Iteration 24Q: 3 clusters Score -1378932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1378931.000000 Penalty: 4671.370605
	Iteration 25Q: 3 clusters Score -1378931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1378933.375000 Penalty: 4671.370605
	Iteration 26Q: 3 clusters Score -1378933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1378932.000000 Penalty: 4671.370605
	Iteration 27Q: 3 clusters Score -1378932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1378931.500000 Penalty: 4671.370605
	Iteration 28Q: 3 clusters Score -1378932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1378932.000000 Penalty: 4671.370605
	Iteration 29Q: 3 clusters Score -1378932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1378932.625000 Penalty: 4671.370605
	Iteration 30Q: 3 clusters Score -1378933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1378931.875000 Penalty: 4671.370605
	Iteration 31Q: 3 clusters Score -1378932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1378931.875000 Penalty: 4671.370605
	Iteration 32F: 3 clusters Score -1378932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -475741.937500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -475741.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -471545.656250 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -471545.7 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -472615.250000 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -472615.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -472914.531250 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -472914.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -473158.562500 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -473158.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -473333.750000 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -473333.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -473450.187500 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -473450.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -473559.593750 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -473559.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -473656.750000 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -473656.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -473727.843750 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -473727.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -473805.812500 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -473805.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -473898.906250 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -473898.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -473986.125000 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -473986.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -474052.593750 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -474052.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -474120.531250 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -474120.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -474169.875000 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -474169.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -474227.500000 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -474227.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -474279.218750 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -474279.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -474328.000000 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -474328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -474380.000000 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -474380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -474426.312500 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -474426.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -474470.718750 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -474470.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -474513.843750 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -474513.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -474546.343750 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -474546.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -474569.218750 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -474569.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -474594.968750 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -474595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -474611.656250 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -474611.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -474623.312500 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -474623.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -474630.750000 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -474630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -474634.156250 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -474634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -474637.750000 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -474637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -474639.468750 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -474639.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -474641.156250 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -474641.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -474642.906250 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -474642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -474644.000000 Penalty: 4167.729004
	Iteration 33Q: 3 clusters Score -474644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -474645.187500 Penalty: 4167.729004
	Iteration 34Q: 3 clusters Score -474645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -474644.625000 Penalty: 4167.729004
	Iteration 35Q: 3 clusters Score -474644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -474646.968750 Penalty: 4167.729004
	Iteration 36Q: 3 clusters Score -474647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -474647.531250 Penalty: 4167.729004
	Iteration 37Q: 3 clusters Score -474647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -474648.437500 Penalty: 4167.729004
	Iteration 38Q: 3 clusters Score -474648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -474648.781250 Penalty: 4167.729004
	Iteration 39Q: 3 clusters Score -474648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -474649.593750 Penalty: 4167.729004
	Iteration 40F: 3 clusters Score -474649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -474652.250000 Penalty: 4167.729004
	Iteration 41Q: 3 clusters Score -474652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -474652.062500 Penalty: 4167.729004
	Iteration 42Q: 3 clusters Score -474652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -474652.656250 Penalty: 4167.729004
	Iteration 43Q: 3 clusters Score -474652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -474653.656250 Penalty: 4167.729004
	Iteration 44Q: 3 clusters Score -474653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -474653.375000 Penalty: 4167.729004
	Iteration 45Q: 3 clusters Score -474653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -474653.375000 Penalty: 4167.729004
	Iteration 46F: 3 clusters Score -474653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Entering Unmasked Estep 
Score: -817049.062500 Penalty: 2205.605957
	Iteration 0F: 2 clusters Score -817049.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -811112.500000 Penalty: 4411.211914
	Iteration 0F: 3 clusters Score -811112.5 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -812678.687500 Penalty: 4411.211914
	Iteration 1F: 3 clusters Score -812678.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -812984.875000 Penalty: 4411.211914
	Iteration 2F: 3 clusters Score -812984.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -813202.312500 Penalty: 4411.211914
	Iteration 3F: 3 clusters Score -813202.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -813413.375000 Penalty: 4411.211914
	Iteration 4Q: 3 clusters Score -813413.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -813617.437500 Penalty: 4411.211914
	Iteration 5Q: 3 clusters Score -813617.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -813818.062500 Penalty: 4411.211914
	Iteration 6Q: 3 clusters Score -813818.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -813975.187500 Penalty: 4411.211914
	Iteration 7Q: 3 clusters Score -813975.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -814111.312500 Penalty: 4411.211914
	Iteration 8Q: 3 clusters Score -814111.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -814217.000000 Penalty: 4411.211914
	Iteration 9Q: 3 clusters Score -814217 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -814304.750000 Penalty: 4411.211914
	Iteration 10Q: 3 clusters Score -814304.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -814375.000000 Penalty: 4411.211914
	Iteration 11Q: 3 clusters Score -814375 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -814426.812500 Penalty: 4411.211914
	Iteration 12Q: 3 clusters Score -814426.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -814467.625000 Penalty: 4411.211914
	Iteration 13Q: 3 clusters Score -814467.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -814509.250000 Penalty: 4411.211914
	Iteration 14Q: 3 clusters Score -814509.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -814551.500000 Penalty: 4411.211914
	Iteration 15Q: 3 clusters Score -814551.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -814587.500000 Penalty: 4411.211914
	Iteration 16Q: 3 clusters Score -814587.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -814636.125000 Penalty: 4411.211914
	Iteration 17Q: 3 clusters Score -814636.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -814688.375000 Penalty: 4411.211914
	Iteration 18Q: 3 clusters Score -814688.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -814753.750000 Penalty: 4411.211914
	Iteration 19Q: 3 clusters Score -814753.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -814813.062500 Penalty: 4411.211914
	Iteration 20F: 3 clusters Score -814813.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -814873.500000 Penalty: 4411.211914
	Iteration 21Q: 3 clusters Score -814873.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -814931.437500 Penalty: 4411.211914
	Iteration 22Q: 3 clusters Score -814931.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -814983.187500 Penalty: 4411.211914
	Iteration 23Q: 3 clusters Score -814983.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -815034.750000 Penalty: 4411.211914
	Iteration 24Q: 3 clusters Score -815034.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -815081.812500 Penalty: 4411.211914
	Iteration 25Q: 3 clusters Score -815081.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -815130.375000 Penalty: 4411.211914
	Iteration 26Q: 3 clusters Score -815130.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -815161.062500 Penalty: 4411.211914
	Iteration 27Q: 3 clusters Score -815161.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -815180.750000 Penalty: 4411.211914
	Iteration 28Q: 3 clusters Score -815180.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -815197.750000 Penalty: 4411.211914
	Iteration 29Q: 3 clusters Score -815197.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -815209.812500 Penalty: 4411.211914
	Iteration 30Q: 3 clusters Score -815209.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -815222.187500 Penalty: 4411.211914
	Iteration 31Q: 3 clusters Score -815222.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -815235.437500 Penalty: 4411.211914
	Iteration 32Q: 3 clusters Score -815235.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -815248.312500 Penalty: 4411.211914
	Iteration 33Q: 3 clusters Score -815248.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -815261.187500 Penalty: 4411.211914
	Iteration 34Q: 3 clusters Score -815261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -815267.437500 Penalty: 4411.211914
	Iteration 35Q: 3 clusters Score -815267.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -815272.750000 Penalty: 4411.211914
	Iteration 36Q: 3 clusters Score -815272.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -815277.062500 Penalty: 4411.211914
	Iteration 37Q: 3 clusters Score -815277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -815277.000000 Penalty: 4411.211914
	Iteration 38Q: 3 clusters Score -815277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -815279.937500 Penalty: 4411.211914
	Iteration 39Q: 3 clusters Score -815279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -815280.875000 Penalty: 4411.211914
	Iteration 40F: 3 clusters Score -815280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -815282.687500 Penalty: 4411.211914
	Iteration 41Q: 3 clusters Score -815282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -815282.187500 Penalty: 4411.211914
	Iteration 42Q: 3 clusters Score -815282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -815282.187500 Penalty: 4411.211914
	Iteration 43F: 3 clusters Score -815282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (12176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Entering Unmasked Estep 
Score: -1361411.500000 Penalty: 2332.990967
	Iteration 0F: 2 clusters Score -1361412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1352332.000000 Penalty: 4665.981934
	Iteration 0F: 3 clusters Score -1352332 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1355199.000000 Penalty: 4665.981934
	Iteration 1F: 3 clusters Score -1355199 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1355559.875000 Penalty: 4665.981934
	Iteration 2F: 3 clusters Score -1355560 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1355849.875000 Penalty: 4665.981934
	Iteration 3F: 3 clusters Score -1355850 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1356111.250000 Penalty: 4665.981934
	Iteration 4Q: 3 clusters Score -1356111 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1356359.750000 Penalty: 4665.981934
	Iteration 5Q: 3 clusters Score -1356360 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1356620.375000 Penalty: 4665.981934
	Iteration 6Q: 3 clusters Score -1356620 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1356910.625000 Penalty: 4665.981934
	Iteration 7Q: 3 clusters Score -1356911 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1357228.625000 Penalty: 4665.981934
	Iteration 8Q: 3 clusters Score -1357229 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1357505.625000 Penalty: 4665.981934
	Iteration 9Q: 3 clusters Score -1357506 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1357741.125000 Penalty: 4665.981934
	Iteration 10Q: 3 clusters Score -1357741 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1357903.125000 Penalty: 4665.981934
	Iteration 11Q: 3 clusters Score -1357903 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1358036.375000 Penalty: 4665.981934
	Iteration 12Q: 3 clusters Score -1358036 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1358161.500000 Penalty: 4665.981934
	Iteration 13Q: 3 clusters Score -1358162 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1358258.250000 Penalty: 4665.981934
	Iteration 14Q: 3 clusters Score -1358258 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1358334.375000 Penalty: 4665.981934
	Iteration 15Q: 3 clusters Score -1358334 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1358390.375000 Penalty: 4665.981934
	Iteration 16Q: 3 clusters Score -1358390 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1358431.375000 Penalty: 4665.981934
	Iteration 17Q: 3 clusters Score -1358431 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1358462.375000 Penalty: 4665.981934
	Iteration 18Q: 3 clusters Score -1358462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1358496.375000 Penalty: 4665.981934
	Iteration 19Q: 3 clusters Score -1358496 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1358536.625000 Penalty: 4665.981934
	Iteration 20F: 3 clusters Score -1358537 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1358559.250000 Penalty: 4665.981934
	Iteration 21Q: 3 clusters Score -1358559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1358585.750000 Penalty: 4665.981934
	Iteration 22Q: 3 clusters Score -1358586 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1358612.250000 Penalty: 4665.981934
	Iteration 23Q: 3 clusters Score -1358612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1358639.625000 Penalty: 4665.981934
	Iteration 24Q: 3 clusters Score -1358640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1358666.500000 Penalty: 4665.981934
	Iteration 25Q: 3 clusters Score -1358666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1358685.000000 Penalty: 4665.981934
	Iteration 26Q: 3 clusters Score -1358685 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1358712.375000 Penalty: 4665.981934
	Iteration 27Q: 3 clusters Score -1358712 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1358728.750000 Penalty: 4665.981934
	Iteration 28Q: 3 clusters Score -1358729 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1358753.125000 Penalty: 4665.981934
	Iteration 29Q: 3 clusters Score -1358753 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1358779.375000 Penalty: 4665.981934
	Iteration 30Q: 3 clusters Score -1358779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1358790.875000 Penalty: 4665.981934
	Iteration 31Q: 3 clusters Score -1358791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1358810.500000 Penalty: 4665.981934
	Iteration 32Q: 3 clusters Score -1358810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1358829.625000 Penalty: 4665.981934
	Iteration 33Q: 3 clusters Score -1358830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1358854.000000 Penalty: 4665.981934
	Iteration 34Q: 3 clusters Score -1358854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1358870.125000 Penalty: 4665.981934
	Iteration 35Q: 3 clusters Score -1358870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1358887.500000 Penalty: 4665.981934
	Iteration 36Q: 3 clusters Score -1358888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1358898.125000 Penalty: 4665.981934
	Iteration 37Q: 3 clusters Score -1358898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1358912.875000 Penalty: 4665.981934
	Iteration 38Q: 3 clusters Score -1358913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1358923.000000 Penalty: 4665.981934
	Iteration 39Q: 3 clusters Score -1358923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1358931.250000 Penalty: 4665.981934
	Iteration 40F: 3 clusters Score -1358931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1358936.625000 Penalty: 4665.981934
	Iteration 41Q: 3 clusters Score -1358937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1358942.750000 Penalty: 4665.981934
	Iteration 42Q: 3 clusters Score -1358943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1358949.625000 Penalty: 4665.981934
	Iteration 43Q: 3 clusters Score -1358950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1358964.750000 Penalty: 4665.981934
	Iteration 44Q: 3 clusters Score -1358965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1358970.125000 Penalty: 4665.981934
	Iteration 45Q: 3 clusters Score -1358970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1358977.375000 Penalty: 4665.981934
	Iteration 46Q: 3 clusters Score -1358977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1358992.125000 Penalty: 4665.981934
	Iteration 47Q: 3 clusters Score -1358992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1359003.625000 Penalty: 4665.981934
	Iteration 48Q: 3 clusters Score -1359004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1359019.500000 Penalty: 4665.981934
	Iteration 49Q: 3 clusters Score -1359020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1359034.750000 Penalty: 4665.981934
	Iteration 50Q: 3 clusters Score -1359035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1359049.000000 Penalty: 4665.981934
	Iteration 51Q: 3 clusters Score -1359049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1359063.125000 Penalty: 4665.981934
	Iteration 52Q: 3 clusters Score -1359063 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1359074.875000 Penalty: 4665.981934
	Iteration 53Q: 3 clusters Score -1359075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1359088.000000 Penalty: 4665.981934
	Iteration 54Q: 3 clusters Score -1359088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1359095.000000 Penalty: 4665.981934
	Iteration 55Q: 3 clusters Score -1359095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1359104.000000 Penalty: 4665.981934
	Iteration 56Q: 3 clusters Score -1359104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1359114.000000 Penalty: 4665.981934
	Iteration 57Q: 3 clusters Score -1359114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1359123.000000 Penalty: 4665.981934
	Iteration 58Q: 3 clusters Score -1359123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1359134.125000 Penalty: 4665.981934
	Iteration 59Q: 3 clusters Score -1359134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1359149.500000 Penalty: 4665.981934
	Iteration 60F: 3 clusters Score -1359150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1359164.500000 Penalty: 4665.981934
	Iteration 61Q: 3 clusters Score -1359164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1359182.375000 Penalty: 4665.981934
	Iteration 62Q: 3 clusters Score -1359182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1359198.375000 Penalty: 4665.981934
	Iteration 63Q: 3 clusters Score -1359198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1359227.750000 Penalty: 4665.981934
	Iteration 64Q: 3 clusters Score -1359228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1359259.125000 Penalty: 4665.981934
	Iteration 65Q: 3 clusters Score -1359259 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1359292.125000 Penalty: 4665.981934
	Iteration 66Q: 3 clusters Score -1359292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1359329.625000 Penalty: 4665.981934
	Iteration 67Q: 3 clusters Score -1359330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1359364.875000 Penalty: 4665.981934
	Iteration 68Q: 3 clusters Score -1359365 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1359384.000000 Penalty: 4665.981934
	Iteration 69Q: 3 clusters Score -1359384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1359403.750000 Penalty: 4665.981934
	Iteration 70Q: 3 clusters Score -1359404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1359425.500000 Penalty: 4665.981934
	Iteration 71Q: 3 clusters Score -1359426 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1359438.000000 Penalty: 4665.981934
	Iteration 72Q: 3 clusters Score -1359438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1359444.375000 Penalty: 4665.981934
	Iteration 73Q: 3 clusters Score -1359444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1359447.500000 Penalty: 4665.981934
	Iteration 74Q: 3 clusters Score -1359448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1359455.125000 Penalty: 4665.981934
	Iteration 75Q: 3 clusters Score -1359455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1359458.875000 Penalty: 4665.981934
	Iteration 76Q: 3 clusters Score -1359459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1359467.000000 Penalty: 4665.981934
	Iteration 77Q: 3 clusters Score -1359467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1359470.625000 Penalty: 4665.981934
	Iteration 78Q: 3 clusters Score -1359471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1359469.625000 Penalty: 4665.981934
	Iteration 79Q: 3 clusters Score -1359470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1359471.875000 Penalty: 4665.981934
	Iteration 80F: 3 clusters Score -1359472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1359469.625000 Penalty: 4665.981934
	Iteration 81Q: 3 clusters Score -1359470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1359474.250000 Penalty: 4665.981934
	Iteration 82Q: 3 clusters Score -1359474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1359477.375000 Penalty: 4665.981934
	Iteration 83Q: 3 clusters Score -1359477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1359481.000000 Penalty: 4665.981934
	Iteration 84Q: 3 clusters Score -1359481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1359480.875000 Penalty: 4665.981934
	Iteration 85Q: 3 clusters Score -1359481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1359484.750000 Penalty: 4665.981934
	Iteration 86Q: 3 clusters Score -1359485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1359484.500000 Penalty: 4665.981934
	Iteration 87Q: 3 clusters Score -1359484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1359481.125000 Penalty: 4665.981934
	Iteration 88Q: 3 clusters Score -1359481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1359484.750000 Penalty: 4665.981934
	Iteration 89Q: 3 clusters Score -1359485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1359484.125000 Penalty: 4665.981934
	Iteration 90Q: 3 clusters Score -1359484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1359484.625000 Penalty: 4665.981934
	Iteration 91Q: 3 clusters Score -1359485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1359487.500000 Penalty: 4665.981934
	Iteration 92Q: 3 clusters Score -1359488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1359487.500000 Penalty: 4665.981934
	Iteration 93F: 3 clusters Score -1359488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -601770.062500 Penalty: 2137.518799
	Iteration 0F: 2 clusters Score -601770.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -596912.812500 Penalty: 4275.037598
	Iteration 0F: 3 clusters Score -596912.8 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -598149.125000 Penalty: 4275.037598
	Iteration 1F: 3 clusters Score -598149.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -598381.125000 Penalty: 4275.037598
	Iteration 2F: 3 clusters Score -598381.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -598525.750000 Penalty: 4275.037598
	Iteration 3F: 3 clusters Score -598525.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -598635.875000 Penalty: 4275.037598
	Iteration 4Q: 3 clusters Score -598635.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -598728.375000 Penalty: 4275.037598
	Iteration 5Q: 3 clusters Score -598728.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -598829.312500 Penalty: 4275.037598
	Iteration 6Q: 3 clusters Score -598829.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -598927.250000 Penalty: 4275.037598
	Iteration 7Q: 3 clusters Score -598927.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -599019.187500 Penalty: 4275.037598
	Iteration 8Q: 3 clusters Score -599019.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -599108.312500 Penalty: 4275.037598
	Iteration 9Q: 3 clusters Score -599108.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -599196.062500 Penalty: 4275.037598
	Iteration 10Q: 3 clusters Score -599196.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -599284.812500 Penalty: 4275.037598
	Iteration 11Q: 3 clusters Score -599284.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -599372.250000 Penalty: 4275.037598
	Iteration 12Q: 3 clusters Score -599372.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -599471.500000 Penalty: 4275.037598
	Iteration 13Q: 3 clusters Score -599471.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -599566.750000 Penalty: 4275.037598
	Iteration 14Q: 3 clusters Score -599566.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -599649.437500 Penalty: 4275.037598
	Iteration 15Q: 3 clusters Score -599649.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -599729.937500 Penalty: 4275.037598
	Iteration 16Q: 3 clusters Score -599729.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -599790.062500 Penalty: 4275.037598
	Iteration 17Q: 3 clusters Score -599790.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -599840.312500 Penalty: 4275.037598
	Iteration 18Q: 3 clusters Score -599840.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -599878.375000 Penalty: 4275.037598
	Iteration 19Q: 3 clusters Score -599878.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -599908.562500 Penalty: 4275.037598
	Iteration 20F: 3 clusters Score -599908.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -599939.687500 Penalty: 4275.037598
	Iteration 21Q: 3 clusters Score -599939.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -599969.375000 Penalty: 4275.037598
	Iteration 22Q: 3 clusters Score -599969.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -599986.937500 Penalty: 4275.037598
	Iteration 23Q: 3 clusters Score -599986.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -600002.250000 Penalty: 4275.037598
	Iteration 24Q: 3 clusters Score -600002.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -600017.750000 Penalty: 4275.037598
	Iteration 25Q: 3 clusters Score -600017.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -600032.062500 Penalty: 4275.037598
	Iteration 26Q: 3 clusters Score -600032.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -600041.375000 Penalty: 4275.037598
	Iteration 27Q: 3 clusters Score -600041.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -600049.125000 Penalty: 4275.037598
	Iteration 28Q: 3 clusters Score -600049.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -600057.312500 Penalty: 4275.037598
	Iteration 29Q: 3 clusters Score -600057.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -600064.875000 Penalty: 4275.037598
	Iteration 30Q: 3 clusters Score -600064.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -600069.375000 Penalty: 4275.037598
	Iteration 31Q: 3 clusters Score -600069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -600073.937500 Penalty: 4275.037598
	Iteration 32Q: 3 clusters Score -600073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -600081.250000 Penalty: 4275.037598
	Iteration 33Q: 3 clusters Score -600081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -600088.187500 Penalty: 4275.037598
	Iteration 34Q: 3 clusters Score -600088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -600094.187500 Penalty: 4275.037598
	Iteration 35Q: 3 clusters Score -600094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -600096.375000 Penalty: 4275.037598
	Iteration 36Q: 3 clusters Score -600096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -600098.062500 Penalty: 4275.037598
	Iteration 37Q: 3 clusters Score -600098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -600099.312500 Penalty: 4275.037598
	Iteration 38Q: 3 clusters Score -600099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -600100.687500 Penalty: 4275.037598
	Iteration 39Q: 3 clusters Score -600100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -600104.500000 Penalty: 4275.037598
	Iteration 40F: 3 clusters Score -600104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -600105.625000 Penalty: 4275.037598
	Iteration 41Q: 3 clusters Score -600105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -600106.000000 Penalty: 4275.037598
	Iteration 42Q: 3 clusters Score -600106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -600106.312500 Penalty: 4275.037598
	Iteration 43Q: 3 clusters Score -600106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -600108.375000 Penalty: 4275.037598
	Iteration 44Q: 3 clusters Score -600108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -600109.000000 Penalty: 4275.037598
	Iteration 45Q: 3 clusters Score -600109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -600111.875000 Penalty: 4275.037598
	Iteration 46Q: 3 clusters Score -600111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -600112.250000 Penalty: 4275.037598
	Iteration 47Q: 3 clusters Score -600112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -600112.250000 Penalty: 4275.037598
	Iteration 48F: 3 clusters Score -600112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Entering Unmasked Estep 
Score: -1887081.625000 Penalty: 2426.425049
	Iteration 0F: 2 clusters Score -1887082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1874503.125000 Penalty: 4852.850098
	Iteration 0F: 3 clusters Score -1874503 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1878789.750000 Penalty: 4852.850098
	Iteration 1F: 3 clusters Score -1878790 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1879369.500000 Penalty: 4852.850098
	Iteration 2F: 3 clusters Score -1879370 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1879879.750000 Penalty: 4852.850098
	Iteration 3F: 3 clusters Score -1879880 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1880396.250000 Penalty: 4852.850098
	Iteration 4F: 3 clusters Score -1880396 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1881000.000000 Penalty: 4852.850098
	Iteration 5F: 3 clusters Score -1881000 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1881850.375000 Penalty: 4852.850098
	Iteration 6F: 3 clusters Score -1881850 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1883105.625000 Penalty: 4852.850098
	Iteration 7F: 3 clusters Score -1883106 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1884469.750000 Penalty: 4852.850098
	Iteration 8F: 3 clusters Score -1884470 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1885667.250000 Penalty: 4852.850098
	Iteration 9F: 3 clusters Score -1885667 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1886564.375000 Penalty: 4852.850098
	Iteration 10Q: 3 clusters Score -1886564 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1887027.000000 Penalty: 4852.850098
	Iteration 11Q: 3 clusters Score -1887027 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1887210.375000 Penalty: 4852.850098
	Iteration 12Q: 3 clusters Score -1887210 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1887286.375000 Penalty: 4852.850098
	Iteration 13Q: 3 clusters Score -1887286 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1887330.250000 Penalty: 4852.850098
	Iteration 14Q: 3 clusters Score -1887330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1887351.500000 Penalty: 4852.850098
	Iteration 15Q: 3 clusters Score -1887352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1887363.375000 Penalty: 4852.850098
	Iteration 16Q: 3 clusters Score -1887363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1887371.250000 Penalty: 4852.850098
	Iteration 17Q: 3 clusters Score -1887371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1887388.000000 Penalty: 4852.850098
	Iteration 18Q: 3 clusters Score -1887388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1887391.625000 Penalty: 4852.850098
	Iteration 19Q: 3 clusters Score -1887392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1887389.750000 Penalty: 4852.850098
	Iteration 20F: 3 clusters Score -1887390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1887396.250000 Penalty: 4852.850098
	Iteration 21Q: 3 clusters Score -1887396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1887397.750000 Penalty: 4852.850098
	Iteration 22Q: 3 clusters Score -1887398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1887397.000000 Penalty: 4852.850098
	Iteration 23Q: 3 clusters Score -1887397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1887402.500000 Penalty: 4852.850098
	Iteration 24Q: 3 clusters Score -1887402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1887399.875000 Penalty: 4852.850098
	Iteration 25Q: 3 clusters Score -1887400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1887400.375000 Penalty: 4852.850098
	Iteration 26Q: 3 clusters Score -1887400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1887400.125000 Penalty: 4852.850098
	Iteration 27Q: 3 clusters Score -1887400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1887402.625000 Penalty: 4852.850098
	Iteration 28Q: 3 clusters Score -1887403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1887404.875000 Penalty: 4852.850098
	Iteration 29Q: 3 clusters Score -1887405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1887403.375000 Penalty: 4852.850098
	Iteration 30Q: 3 clusters Score -1887403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1887405.375000 Penalty: 4852.850098
	Iteration 31Q: 3 clusters Score -1887405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1887404.500000 Penalty: 4852.850098
	Iteration 32Q: 3 clusters Score -1887404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1887411.125000 Penalty: 4852.850098
	Iteration 33Q: 3 clusters Score -1887411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1887412.375000 Penalty: 4852.850098
	Iteration 34Q: 3 clusters Score -1887412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1887412.375000 Penalty: 4852.850098
	Iteration 35Q: 3 clusters Score -1887412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1887412.500000 Penalty: 4852.850098
	Iteration 36Q: 3 clusters Score -1887412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1887412.500000 Penalty: 4852.850098
	Iteration 37F: 3 clusters Score -1887412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 11296 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 6451 members 
Entering Unmasked Estep 
Score: -139280256.000000 Penalty: 223341.859375
Splitting cluster 44 changes total score from -139280912.000000 to -139280256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -113351.007812 Penalty: 1726.401367
	Iteration 0F: 2 clusters Score -113351 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 547 members 
Entering Unmasked Estep 
Score: -111417.953125 Penalty: 3452.802734
	Iteration 0F: 3 clusters Score -111418 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111767.460938 Penalty: 3452.802734
	Iteration 1F: 3 clusters Score -111767.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -111876.273438 Penalty: 3452.802734
	Iteration 2F: 3 clusters Score -111876.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111930.476562 Penalty: 3452.802734
	Iteration 3Q: 3 clusters Score -111930.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -111961.781250 Penalty: 3452.802734
	Iteration 4Q: 3 clusters Score -111961.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -111996.718750 Penalty: 3452.802734
	Iteration 5Q: 3 clusters Score -111996.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -112039.937500 Penalty: 3452.802734
	Iteration 6Q: 3 clusters Score -112039.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -112056.781250 Penalty: 3452.802734
	Iteration 7Q: 3 clusters Score -112056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -112073.156250 Penalty: 3452.802734
	Iteration 8Q: 3 clusters Score -112073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -112085.812500 Penalty: 3452.802734
	Iteration 9Q: 3 clusters Score -112085.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -112093.570312 Penalty: 3452.802734
	Iteration 10Q: 3 clusters Score -112093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -112102.304688 Penalty: 3452.802734
	Iteration 11Q: 3 clusters Score -112102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -112106.765625 Penalty: 3452.802734
	Iteration 12Q: 3 clusters Score -112106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112109.367188 Penalty: 3452.802734
	Iteration 13Q: 3 clusters Score -112109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -112112.234375 Penalty: 3452.802734
	Iteration 14Q: 3 clusters Score -112112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -112115.609375 Penalty: 3452.802734
	Iteration 15Q: 3 clusters Score -112115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -112119.000000 Penalty: 3452.802734
	Iteration 16Q: 3 clusters Score -112119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -112123.000000 Penalty: 3452.802734
	Iteration 17Q: 3 clusters Score -112123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -112126.203125 Penalty: 3452.802734
	Iteration 18Q: 3 clusters Score -112126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -112129.148438 Penalty: 3452.802734
	Iteration 19Q: 3 clusters Score -112129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -112136.625000 Penalty: 3452.802734
	Iteration 20F: 3 clusters Score -112136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -112138.914062 Penalty: 3452.802734
	Iteration 21Q: 3 clusters Score -112138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -112144.671875 Penalty: 3452.802734
	Iteration 22Q: 3 clusters Score -112144.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -112150.109375 Penalty: 3452.802734
	Iteration 23Q: 3 clusters Score -112150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -112156.125000 Penalty: 3452.802734
	Iteration 24Q: 3 clusters Score -112156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -112161.414062 Penalty: 3452.802734
	Iteration 25Q: 3 clusters Score -112161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -112163.789062 Penalty: 3452.802734
	Iteration 26Q: 3 clusters Score -112163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -112166.804688 Penalty: 3452.802734
	Iteration 27Q: 3 clusters Score -112166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -112173.492188 Penalty: 3452.802734
	Iteration 28Q: 3 clusters Score -112173.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112181.156250 Penalty: 3452.802734
	Iteration 29Q: 3 clusters Score -112181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -112185.671875 Penalty: 3452.802734
	Iteration 30Q: 3 clusters Score -112185.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -112187.125000 Penalty: 3452.802734
	Iteration 31Q: 3 clusters Score -112187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -112190.226562 Penalty: 3452.802734
	Iteration 32Q: 3 clusters Score -112190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -112193.718750 Penalty: 3452.802734
	Iteration 33Q: 3 clusters Score -112193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -112197.734375 Penalty: 3452.802734
	Iteration 34Q: 3 clusters Score -112197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -112198.359375 Penalty: 3452.802734
	Iteration 35Q: 3 clusters Score -112198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -112198.968750 Penalty: 3452.802734
	Iteration 36Q: 3 clusters Score -112199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -112199.773438 Penalty: 3452.802734
	Iteration 37Q: 3 clusters Score -112199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -112201.085938 Penalty: 3452.802734
	Iteration 38Q: 3 clusters Score -112201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -112204.531250 Penalty: 3452.802734
	Iteration 39Q: 3 clusters Score -112204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -112205.343750 Penalty: 3452.802734
	Iteration 40F: 3 clusters Score -112205.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Entering Unmasked Estep 
Score: -777961.062500 Penalty: 2188.884521
	Iteration 0F: 2 clusters Score -777961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -772278.687500 Penalty: 4377.769043
	Iteration 0F: 3 clusters Score -772278.7 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -773802.375000 Penalty: 4377.769043
	Iteration 1F: 3 clusters Score -773802.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -774046.812500 Penalty: 4377.769043
	Iteration 2F: 3 clusters Score -774046.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -774198.062500 Penalty: 4377.769043
	Iteration 3Q: 3 clusters Score -774198.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -774304.375000 Penalty: 4377.769043
	Iteration 4Q: 3 clusters Score -774304.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -774406.187500 Penalty: 4377.769043
	Iteration 5Q: 3 clusters Score -774406.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -774497.562500 Penalty: 4377.769043
	Iteration 6Q: 3 clusters Score -774497.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -774582.062500 Penalty: 4377.769043
	Iteration 7Q: 3 clusters Score -774582.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -774651.687500 Penalty: 4377.769043
	Iteration 8Q: 3 clusters Score -774651.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -774707.000000 Penalty: 4377.769043
	Iteration 9Q: 3 clusters Score -774707 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -774760.125000 Penalty: 4377.769043
	Iteration 10Q: 3 clusters Score -774760.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -774821.312500 Penalty: 4377.769043
	Iteration 11Q: 3 clusters Score -774821.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -774889.375000 Penalty: 4377.769043
	Iteration 12Q: 3 clusters Score -774889.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -774954.250000 Penalty: 4377.769043
	Iteration 13Q: 3 clusters Score -774954.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -775010.562500 Penalty: 4377.769043
	Iteration 14Q: 3 clusters Score -775010.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -775064.937500 Penalty: 4377.769043
	Iteration 15Q: 3 clusters Score -775064.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -775125.000000 Penalty: 4377.769043
	Iteration 16Q: 3 clusters Score -775125 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -775179.625000 Penalty: 4377.769043
	Iteration 17Q: 3 clusters Score -775179.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -775230.625000 Penalty: 4377.769043
	Iteration 18Q: 3 clusters Score -775230.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -775294.875000 Penalty: 4377.769043
	Iteration 19Q: 3 clusters Score -775294.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -775373.875000 Penalty: 4377.769043
	Iteration 20F: 3 clusters Score -775373.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -775440.500000 Penalty: 4377.769043
	Iteration 21Q: 3 clusters Score -775440.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -775497.000000 Penalty: 4377.769043
	Iteration 22Q: 3 clusters Score -775497 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -775555.750000 Penalty: 4377.769043
	Iteration 23Q: 3 clusters Score -775555.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -775615.312500 Penalty: 4377.769043
	Iteration 24Q: 3 clusters Score -775615.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -775679.125000 Penalty: 4377.769043
	Iteration 25Q: 3 clusters Score -775679.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -775742.250000 Penalty: 4377.769043
	Iteration 26Q: 3 clusters Score -775742.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -775801.812500 Penalty: 4377.769043
	Iteration 27Q: 3 clusters Score -775801.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -775854.625000 Penalty: 4377.769043
	Iteration 28Q: 3 clusters Score -775854.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -775900.937500 Penalty: 4377.769043
	Iteration 29Q: 3 clusters Score -775900.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -775930.187500 Penalty: 4377.769043
	Iteration 30Q: 3 clusters Score -775930.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -775957.750000 Penalty: 4377.769043
	Iteration 31Q: 3 clusters Score -775957.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -775984.312500 Penalty: 4377.769043
	Iteration 32Q: 3 clusters Score -775984.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -776008.250000 Penalty: 4377.769043
	Iteration 33Q: 3 clusters Score -776008.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -776026.250000 Penalty: 4377.769043
	Iteration 34Q: 3 clusters Score -776026.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -776046.750000 Penalty: 4377.769043
	Iteration 35Q: 3 clusters Score -776046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -776058.000000 Penalty: 4377.769043
	Iteration 36Q: 3 clusters Score -776058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -776064.062500 Penalty: 4377.769043
	Iteration 37Q: 3 clusters Score -776064.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -776075.375000 Penalty: 4377.769043
	Iteration 38Q: 3 clusters Score -776075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -776083.187500 Penalty: 4377.769043
	Iteration 39Q: 3 clusters Score -776083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -776092.250000 Penalty: 4377.769043
	Iteration 40F: 3 clusters Score -776092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -776097.875000 Penalty: 4377.769043
	Iteration 41Q: 3 clusters Score -776097.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -776105.937500 Penalty: 4377.769043
	Iteration 42Q: 3 clusters Score -776105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -776110.312500 Penalty: 4377.769043
	Iteration 43Q: 3 clusters Score -776110.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -776121.875000 Penalty: 4377.769043
	Iteration 44Q: 3 clusters Score -776121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -776126.000000 Penalty: 4377.769043
	Iteration 45Q: 3 clusters Score -776126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -776129.125000 Penalty: 4377.769043
	Iteration 46Q: 3 clusters Score -776129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -776130.687500 Penalty: 4377.769043
	Iteration 47Q: 3 clusters Score -776130.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -776130.687500 Penalty: 4377.769043
	Iteration 48F: 3 clusters Score -776130.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Entering Unmasked Estep 
Score: -419041.125000 Penalty: 2084.752930
	Iteration 0F: 2 clusters Score -419041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -414825.312500 Penalty: 4169.505859
	Iteration 0F: 3 clusters Score -414825.3 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -415874.375000 Penalty: 4169.505859
	Iteration 1F: 3 clusters Score -415874.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -416216.281250 Penalty: 4169.505859
	Iteration 2F: 3 clusters Score -416216.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -416497.718750 Penalty: 4169.505859
	Iteration 3F: 3 clusters Score -416497.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -416719.593750 Penalty: 4169.505859
	Iteration 4F: 3 clusters Score -416719.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -416904.375000 Penalty: 4169.505859
	Iteration 5Q: 3 clusters Score -416904.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -417066.500000 Penalty: 4169.505859
	Iteration 6Q: 3 clusters Score -417066.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -417191.906250 Penalty: 4169.505859
	Iteration 7Q: 3 clusters Score -417191.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -417302.468750 Penalty: 4169.505859
	Iteration 8Q: 3 clusters Score -417302.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -417369.375000 Penalty: 4169.505859
	Iteration 9Q: 3 clusters Score -417369.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -417434.375000 Penalty: 4169.505859
	Iteration 10Q: 3 clusters Score -417434.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -417490.000000 Penalty: 4169.505859
	Iteration 11Q: 3 clusters Score -417490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -417530.218750 Penalty: 4169.505859
	Iteration 12Q: 3 clusters Score -417530.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -417552.781250 Penalty: 4169.505859
	Iteration 13Q: 3 clusters Score -417552.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -417573.406250 Penalty: 4169.505859
	Iteration 14Q: 3 clusters Score -417573.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -417587.281250 Penalty: 4169.505859
	Iteration 15Q: 3 clusters Score -417587.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -417601.718750 Penalty: 4169.505859
	Iteration 16Q: 3 clusters Score -417601.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -417612.625000 Penalty: 4169.505859
	Iteration 17Q: 3 clusters Score -417612.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -417623.343750 Penalty: 4169.505859
	Iteration 18Q: 3 clusters Score -417623.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -417628.218750 Penalty: 4169.505859
	Iteration 19Q: 3 clusters Score -417628.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -417632.843750 Penalty: 4169.505859
	Iteration 20F: 3 clusters Score -417632.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -417639.812500 Penalty: 4169.505859
	Iteration 21Q: 3 clusters Score -417639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -417643.000000 Penalty: 4169.505859
	Iteration 22Q: 3 clusters Score -417643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -417645.406250 Penalty: 4169.505859
	Iteration 23Q: 3 clusters Score -417645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -417646.968750 Penalty: 4169.505859
	Iteration 24Q: 3 clusters Score -417647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -417647.093750 Penalty: 4169.505859
	Iteration 25Q: 3 clusters Score -417647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -417647.625000 Penalty: 4169.505859
	Iteration 26Q: 3 clusters Score -417647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -417649.343750 Penalty: 4169.505859
	Iteration 27Q: 3 clusters Score -417649.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -417650.812500 Penalty: 4169.505859
	Iteration 28Q: 3 clusters Score -417650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -417653.000000 Penalty: 4169.505859
	Iteration 29Q: 3 clusters Score -417653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -417656.468750 Penalty: 4169.505859
	Iteration 30Q: 3 clusters Score -417656.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -417660.250000 Penalty: 4169.505859
	Iteration 31Q: 3 clusters Score -417660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -417661.312500 Penalty: 4169.505859
	Iteration 32Q: 3 clusters Score -417661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -417663.343750 Penalty: 4169.505859
	Iteration 33Q: 3 clusters Score -417663.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -417665.000000 Penalty: 4169.505859
	Iteration 34Q: 3 clusters Score -417665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -417668.000000 Penalty: 4169.505859
	Iteration 35Q: 3 clusters Score -417668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -417668.218750 Penalty: 4169.505859
	Iteration 36Q: 3 clusters Score -417668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -417669.250000 Penalty: 4169.505859
	Iteration 37Q: 3 clusters Score -417669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -417670.187500 Penalty: 4169.505859
	Iteration 38Q: 3 clusters Score -417670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -417670.062500 Penalty: 4169.505859
	Iteration 39Q: 3 clusters Score -417670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -417671.343750 Penalty: 4169.505859
	Iteration 40F: 3 clusters Score -417671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -417671.031250 Penalty: 4169.505859
	Iteration 41Q: 3 clusters Score -417671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -417671.031250 Penalty: 4169.505859
	Iteration 42F: 3 clusters Score -417671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Entering Unmasked Estep 
Score: -763535.375000 Penalty: 2199.052002
	Iteration 0F: 2 clusters Score -763535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -757662.937500 Penalty: 4398.104004
	Iteration 0F: 3 clusters Score -757662.9 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -759324.375000 Penalty: 4398.104004
	Iteration 1F: 3 clusters Score -759324.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -759605.875000 Penalty: 4398.104004
	Iteration 2F: 3 clusters Score -759605.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -759802.625000 Penalty: 4398.104004
	Iteration 3F: 3 clusters Score -759802.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -759979.812500 Penalty: 4398.104004
	Iteration 4Q: 3 clusters Score -759979.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -760157.312500 Penalty: 4398.104004
	Iteration 5Q: 3 clusters Score -760157.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -760352.750000 Penalty: 4398.104004
	Iteration 6Q: 3 clusters Score -760352.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -760575.250000 Penalty: 4398.104004
	Iteration 7Q: 3 clusters Score -760575.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -760868.187500 Penalty: 4398.104004
	Iteration 8Q: 3 clusters Score -760868.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -761215.125000 Penalty: 4398.104004
	Iteration 9F: 3 clusters Score -761215.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -761564.187500 Penalty: 4398.104004
	Iteration 10F: 3 clusters Score -761564.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -761889.125000 Penalty: 4398.104004
	Iteration 11Q: 3 clusters Score -761889.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -762167.687500 Penalty: 4398.104004
	Iteration 12Q: 3 clusters Score -762167.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -762378.187500 Penalty: 4398.104004
	Iteration 13Q: 3 clusters Score -762378.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -762485.375000 Penalty: 4398.104004
	Iteration 14Q: 3 clusters Score -762485.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -762562.250000 Penalty: 4398.104004
	Iteration 15Q: 3 clusters Score -762562.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -762630.187500 Penalty: 4398.104004
	Iteration 16Q: 3 clusters Score -762630.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -762678.375000 Penalty: 4398.104004
	Iteration 17Q: 3 clusters Score -762678.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -762719.187500 Penalty: 4398.104004
	Iteration 18Q: 3 clusters Score -762719.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -762757.687500 Penalty: 4398.104004
	Iteration 19Q: 3 clusters Score -762757.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -762810.375000 Penalty: 4398.104004
	Iteration 20F: 3 clusters Score -762810.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -762866.937500 Penalty: 4398.104004
	Iteration 21Q: 3 clusters Score -762866.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -762916.687500 Penalty: 4398.104004
	Iteration 22Q: 3 clusters Score -762916.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -762958.250000 Penalty: 4398.104004
	Iteration 23Q: 3 clusters Score -762958.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -762983.687500 Penalty: 4398.104004
	Iteration 24Q: 3 clusters Score -762983.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -763000.812500 Penalty: 4398.104004
	Iteration 25Q: 3 clusters Score -763000.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -763006.750000 Penalty: 4398.104004
	Iteration 26Q: 3 clusters Score -763006.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -763013.187500 Penalty: 4398.104004
	Iteration 27Q: 3 clusters Score -763013.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -763018.062500 Penalty: 4398.104004
	Iteration 28Q: 3 clusters Score -763018.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -763022.375000 Penalty: 4398.104004
	Iteration 29Q: 3 clusters Score -763022.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -763022.312500 Penalty: 4398.104004
	Iteration 30Q: 3 clusters Score -763022.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -763021.625000 Penalty: 4398.104004
	Iteration 31Q: 3 clusters Score -763021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -763021.625000 Penalty: 4398.104004
	Iteration 32F: 3 clusters Score -763021.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Entering Unmasked Estep 
Score: -2782017.750000 Penalty: 2505.156250
	Iteration 0F: 2 clusters Score -2782018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2765084.000000 Penalty: 5010.312500
	Iteration 0F: 3 clusters Score -2765084 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2771432.750000 Penalty: 5010.312500
	Iteration 1F: 3 clusters Score -2771433 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2772250.000000 Penalty: 5010.312500
	Iteration 2F: 3 clusters Score -2772250 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2773191.250000 Penalty: 5010.312500
	Iteration 3F: 3 clusters Score -2773191 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2774237.750000 Penalty: 5010.312500
	Iteration 4F: 3 clusters Score -2774238 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2775320.250000 Penalty: 5010.312500
	Iteration 5F: 3 clusters Score -2775320 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2776393.500000 Penalty: 5010.312500
	Iteration 6F: 3 clusters Score -2776394 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2777437.250000 Penalty: 5010.312500
	Iteration 7F: 3 clusters Score -2777437 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2778344.000000 Penalty: 5010.312500
	Iteration 8F: 3 clusters Score -2778344 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2779018.000000 Penalty: 5010.312500
	Iteration 9Q: 3 clusters Score -2779018 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2779457.750000 Penalty: 5010.312500
	Iteration 10Q: 3 clusters Score -2779458 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2779757.750000 Penalty: 5010.312500
	Iteration 11Q: 3 clusters Score -2779758 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2779956.500000 Penalty: 5010.312500
	Iteration 12Q: 3 clusters Score -2779956 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2780109.000000 Penalty: 5010.312500
	Iteration 13Q: 3 clusters Score -2780109 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2780242.250000 Penalty: 5010.312500
	Iteration 14Q: 3 clusters Score -2780242 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2780359.500000 Penalty: 5010.312500
	Iteration 15Q: 3 clusters Score -2780360 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2780456.000000 Penalty: 5010.312500
	Iteration 16Q: 3 clusters Score -2780456 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2780518.250000 Penalty: 5010.312500
	Iteration 17Q: 3 clusters Score -2780518 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2780574.500000 Penalty: 5010.312500
	Iteration 18Q: 3 clusters Score -2780574 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2780602.000000 Penalty: 5010.312500
	Iteration 19Q: 3 clusters Score -2780602 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2780658.500000 Penalty: 5010.312500
	Iteration 20F: 3 clusters Score -2780658 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2780694.500000 Penalty: 5010.312500
	Iteration 21Q: 3 clusters Score -2780694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2780738.250000 Penalty: 5010.312500
	Iteration 22Q: 3 clusters Score -2780738 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2780769.750000 Penalty: 5010.312500
	Iteration 23Q: 3 clusters Score -2780770 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2780820.000000 Penalty: 5010.312500
	Iteration 24Q: 3 clusters Score -2780820 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2780866.000000 Penalty: 5010.312500
	Iteration 25Q: 3 clusters Score -2780866 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2780888.500000 Penalty: 5010.312500
	Iteration 26Q: 3 clusters Score -2780888 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2780924.750000 Penalty: 5010.312500
	Iteration 27Q: 3 clusters Score -2780925 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2780942.250000 Penalty: 5010.312500
	Iteration 28Q: 3 clusters Score -2780942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2780953.000000 Penalty: 5010.312500
	Iteration 29Q: 3 clusters Score -2780953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2780962.750000 Penalty: 5010.312500
	Iteration 30Q: 3 clusters Score -2780963 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2780968.750000 Penalty: 5010.312500
	Iteration 31Q: 3 clusters Score -2780969 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2780988.750000 Penalty: 5010.312500
	Iteration 32Q: 3 clusters Score -2780989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2780990.250000 Penalty: 5010.312500
	Iteration 33Q: 3 clusters Score -2780990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2781007.500000 Penalty: 5010.312500
	Iteration 34Q: 3 clusters Score -2781008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2781017.750000 Penalty: 5010.312500
	Iteration 35Q: 3 clusters Score -2781018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2781028.000000 Penalty: 5010.312500
	Iteration 36Q: 3 clusters Score -2781028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2781028.500000 Penalty: 5010.312500
	Iteration 37Q: 3 clusters Score -2781028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2781038.500000 Penalty: 5010.312500
	Iteration 38Q: 3 clusters Score -2781038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2781037.500000 Penalty: 5010.312500
	Iteration 39Q: 3 clusters Score -2781038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2781053.750000 Penalty: 5010.312500
	Iteration 40F: 3 clusters Score -2781054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2781048.000000 Penalty: 5010.312500
	Iteration 41Q: 3 clusters Score -2781048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2781050.750000 Penalty: 5010.312500
	Iteration 42Q: 3 clusters Score -2781051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2781050.250000 Penalty: 5010.312500
	Iteration 43Q: 3 clusters Score -2781050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2781057.000000 Penalty: 5010.312500
	Iteration 44Q: 3 clusters Score -2781057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2781058.500000 Penalty: 5010.312500
	Iteration 45Q: 3 clusters Score -2781058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2781057.250000 Penalty: 5010.312500
	Iteration 46Q: 3 clusters Score -2781057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2781063.500000 Penalty: 5010.312500
	Iteration 47Q: 3 clusters Score -2781064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2781063.750000 Penalty: 5010.312500
	Iteration 48Q: 3 clusters Score -2781064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2781065.500000 Penalty: 5010.312500
	Iteration 49Q: 3 clusters Score -2781066 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2781064.000000 Penalty: 5010.312500
	Iteration 50Q: 3 clusters Score -2781064 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2781078 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2781074.750000 Penalty: 5010.312500
	Iteration 52Q: 3 clusters Score -2781075 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2781077.250000 Penalty: 5010.312500
	Iteration 53Q: 3 clusters Score -2781077 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2781082.000000 Penalty: 5010.312500
	Iteration 54Q: 3 clusters Score -2781082 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2781089.750000 Penalty: 5010.312500
	Iteration 55Q: 3 clusters Score -2781090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2781091.000000 Penalty: 5010.312500
	Iteration 56Q: 3 clusters Score -2781091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2781100.750000 Penalty: 5010.312500
	Iteration 57Q: 3 clusters Score -2781101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2781108.000000 Penalty: 5010.312500
	Iteration 58Q: 3 clusters Score -2781108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2781105.750000 Penalty: 5010.312500
	Iteration 59Q: 3 clusters Score -2781106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2781102.250000 Penalty: 5010.312500
	Iteration 60F: 3 clusters Score -2781102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2781100.500000 Penalty: 5010.312500
	Iteration 61Q: 3 clusters Score -2781100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2781102 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2781108 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2781119.000000 Penalty: 5010.312500
	Iteration 64Q: 3 clusters Score -2781119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2781115.000000 Penalty: 5010.312500
	Iteration 65Q: 3 clusters Score -2781115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2781114 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2781115 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2781114 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2781116.500000 Penalty: 5010.312500
	Iteration 69Q: 3 clusters Score -2781116 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2781116 nChanged 1
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Mstep: Class 1 contains 16075 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2781114 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16077 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2781118 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2781113 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2781114 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2781112.500000 Penalty: 5010.312500
	Iteration 75Q: 3 clusters Score -2781112 nChanged 5
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Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2781112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2781110 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2781114 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2781120 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2781115 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2781117 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16204 members 
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Score: -2781121.250000 Penalty: 5010.312500
	Iteration 82Q: 3 clusters Score -2781121 nChanged 26
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Mstep: Class 1 contains 16230 members 
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	Iteration 83Q: 3 clusters Score -2781121 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16263 members 
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	Iteration 84Q: 3 clusters Score -2781125 nChanged 35
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Mstep: Class 1 contains 16298 members 
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	Iteration 85Q: 3 clusters Score -2781136 nChanged 45
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2781134 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16389 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2781144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2781150.000000 Penalty: 5010.312500
	Iteration 88Q: 3 clusters Score -2781150 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2781148 nChanged 30
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Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2781151.000000 Penalty: 5010.312500
	Iteration 90Q: 3 clusters Score -2781151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 7867 members 
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	Iteration 91Q: 3 clusters Score -2781156 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16535 members 
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	Iteration 92Q: 3 clusters Score -2781156 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16560 members 
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Entering Unmasked Estep 
Score: -2781157.000000 Penalty: 5010.312500
	Iteration 93Q: 3 clusters Score -2781157 nChanged 19
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Mstep: Class 1 contains 16579 members 
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	Iteration 94Q: 3 clusters Score -2781163 nChanged 20
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Mstep: Class 1 contains 16599 members 
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	Iteration 95Q: 3 clusters Score -2781158 nChanged 14
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Mstep: Class 1 contains 16613 members 
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	Iteration 96Q: 3 clusters Score -2781167 nChanged 21
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Mstep: Class 1 contains 16634 members 
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	Iteration 97Q: 3 clusters Score -2781163 nChanged 24
Entering Unmasked Mstep 
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	Iteration 98Q: 3 clusters Score -2781166 nChanged 26
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Mstep: Class 1 contains 16680 members 
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	Iteration 99Q: 3 clusters Score -2781170 nChanged 22
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Mstep: Class 1 contains 16700 members 
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	Iteration 100F: 3 clusters Score -2781178 nChanged 22
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Mstep: Class 1 contains 16720 members 
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Score: -2781184.250000 Penalty: 5010.312500
	Iteration 101Q: 3 clusters Score -2781184 nChanged 27
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Mstep: Class 1 contains 16747 members 
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	Iteration 102Q: 3 clusters Score -2781187 nChanged 25
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Score: -2781191.250000 Penalty: 5010.312500
	Iteration 103Q: 3 clusters Score -2781191 nChanged 22
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	Iteration 104Q: 3 clusters Score -2781192 nChanged 25
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Entering Unmasked Estep 
Score: -2781183.000000 Penalty: 5010.312500
	Iteration 105Q: 3 clusters Score -2781183 nChanged 29
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	Iteration 106Q: 3 clusters Score -2781183 nChanged 29
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	Iteration 107Q: 3 clusters Score -2781192 nChanged 22
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	Iteration 108Q: 3 clusters Score -2781187 nChanged 13
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Mstep: Class 1 contains 16900 members 
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	Iteration 109Q: 3 clusters Score -2781186 nChanged 18
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Mstep: Class 1 contains 16916 members 
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Score: -2781195.500000 Penalty: 5010.312500
	Iteration 110Q: 3 clusters Score -2781196 nChanged 13
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	Iteration 111Q: 3 clusters Score -2781198 nChanged 14
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	Iteration 112Q: 3 clusters Score -2781198 nChanged 17
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	Iteration 113Q: 3 clusters Score -2781200 nChanged 20
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Score: -2781204.750000 Penalty: 5010.312500
	Iteration 114Q: 3 clusters Score -2781205 nChanged 20
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Mstep: Class 1 contains 17000 members 
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Entering Unmasked Estep 
Score: -2781201.000000 Penalty: 5010.312500
	Iteration 115Q: 3 clusters Score -2781201 nChanged 14
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	Iteration 116Q: 3 clusters Score -2781198 nChanged 22
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	Iteration 117Q: 3 clusters Score -2781200 nChanged 21
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Mstep: Class 2 contains 7321 members 
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	Iteration 118Q: 3 clusters Score -2781210 nChanged 21
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Score: -2781213.250000 Penalty: 5010.312500
	Iteration 119Q: 3 clusters Score -2781213 nChanged 24
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Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2781211.000000 Penalty: 5010.312500
	Iteration 120F: 3 clusters Score -2781211 nChanged 24
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	Iteration 121Q: 3 clusters Score -2781218 nChanged 23
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	Iteration 122Q: 3 clusters Score -2781218 nChanged 35
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	Iteration 123Q: 3 clusters Score -2781217 nChanged 43
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Entering Unmasked Estep 
Score: -2781231.250000 Penalty: 5010.312500
	Iteration 124Q: 3 clusters Score -2781231 nChanged 38
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Entering Unmasked Estep 
Score: -2781238.000000 Penalty: 5010.312500
	Iteration 125Q: 3 clusters Score -2781238 nChanged 41
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	Iteration 126Q: 3 clusters Score -2781244 nChanged 31
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Score: -2781242.250000 Penalty: 5010.312500
	Iteration 127Q: 3 clusters Score -2781242 nChanged 34
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	Iteration 128Q: 3 clusters Score -2781244 nChanged 25
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Mstep: Class 2 contains 6982 members 
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	Iteration 129Q: 3 clusters Score -2781244 nChanged 21
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Mstep: Class 2 contains 6961 members 
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	Iteration 130Q: 3 clusters Score -2781252 nChanged 34
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Mstep: Class 2 contains 6927 members 
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	Iteration 131Q: 3 clusters Score -2781260 nChanged 44
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Mstep: Class 2 contains 6885 members 
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	Iteration 132Q: 3 clusters Score -2781264 nChanged 39
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Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2781274 nChanged 46
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Mstep: Class 2 contains 6800 members 
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	Iteration 134Q: 3 clusters Score -2781277 nChanged 53
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2781291 nChanged 47
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2781302 nChanged 47
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	Iteration 137Q: 3 clusters Score -2781314 nChanged 58
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Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2781322.000000 Penalty: 5010.312500
	Iteration 138Q: 3 clusters Score -2781322 nChanged 66
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	Iteration 139Q: 3 clusters Score -2781352 nChanged 79
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Mstep: Class 2 contains 6464 members 
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	Iteration 140F: 3 clusters Score -2781365 nChanged 69
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2781386 nChanged 52
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2781396 nChanged 63
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2781418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2781431.750000 Penalty: 5010.312500
	Iteration 144Q: 3 clusters Score -2781432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2781433.250000 Penalty: 5010.312500
	Iteration 145Q: 3 clusters Score -2781433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2781455.500000 Penalty: 5010.312500
	Iteration 146Q: 3 clusters Score -2781456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2781483.250000 Penalty: 5010.312500
	Iteration 147Q: 3 clusters Score -2781483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2781510.500000 Penalty: 5010.312500
	Iteration 148Q: 3 clusters Score -2781510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2781525.000000 Penalty: 5010.312500
	Iteration 149Q: 3 clusters Score -2781525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2781528.750000 Penalty: 5010.312500
	Iteration 150Q: 3 clusters Score -2781529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2781535.000000 Penalty: 5010.312500
	Iteration 151Q: 3 clusters Score -2781535 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2781555.500000 Penalty: 5010.312500
	Iteration 152Q: 3 clusters Score -2781556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2781563.250000 Penalty: 5010.312500
	Iteration 153Q: 3 clusters Score -2781563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2781578.750000 Penalty: 5010.312500
	Iteration 154Q: 3 clusters Score -2781579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2781596.750000 Penalty: 5010.312500
	Iteration 155Q: 3 clusters Score -2781597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2781597.250000 Penalty: 5010.312500
	Iteration 156Q: 3 clusters Score -2781597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2781603.000000 Penalty: 5010.312500
	Iteration 157Q: 3 clusters Score -2781603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2781618.000000 Penalty: 5010.312500
	Iteration 158Q: 3 clusters Score -2781618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2781615.500000 Penalty: 5010.312500
	Iteration 159Q: 3 clusters Score -2781616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2781617.500000 Penalty: 5010.312500
	Iteration 160F: 3 clusters Score -2781618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2781624.500000 Penalty: 5010.312500
	Iteration 161Q: 3 clusters Score -2781624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2781624.750000 Penalty: 5010.312500
	Iteration 162Q: 3 clusters Score -2781625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2781641.000000 Penalty: 5010.312500
	Iteration 163Q: 3 clusters Score -2781641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2781640.750000 Penalty: 5010.312500
	Iteration 164Q: 3 clusters Score -2781641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2781640.250000 Penalty: 5010.312500
	Iteration 165Q: 3 clusters Score -2781640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2781638.000000 Penalty: 5010.312500
	Iteration 166Q: 3 clusters Score -2781638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2781646.000000 Penalty: 5010.312500
	Iteration 167Q: 3 clusters Score -2781646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2781646.000000 Penalty: 5010.312500
	Iteration 168Q: 3 clusters Score -2781646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2781645.750000 Penalty: 5010.312500
	Iteration 169Q: 3 clusters Score -2781646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2781647.750000 Penalty: 5010.312500
	Iteration 170Q: 3 clusters Score -2781648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2781644.500000 Penalty: 5010.312500
	Iteration 171Q: 3 clusters Score -2781644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2781648.000000 Penalty: 5010.312500
	Iteration 172Q: 3 clusters Score -2781648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2781645.250000 Penalty: 5010.312500
	Iteration 173Q: 3 clusters Score -2781645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2781648.750000 Penalty: 5010.312500
	Iteration 174Q: 3 clusters Score -2781649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2781645.250000 Penalty: 5010.312500
	Iteration 175Q: 3 clusters Score -2781645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2781649.750000 Penalty: 5010.312500
	Iteration 176Q: 3 clusters Score -2781650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2781649.000000 Penalty: 5010.312500
	Iteration 177Q: 3 clusters Score -2781649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2781645.500000 Penalty: 5010.312500
	Iteration 178Q: 3 clusters Score -2781646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2781646.250000 Penalty: 5010.312500
	Iteration 179Q: 3 clusters Score -2781646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2781646.250000 Penalty: 5010.312500
	Iteration 180F: 3 clusters Score -2781646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Entering Unmasked Estep 
Score: -820748.562500 Penalty: 2227.238770
	Iteration 0F: 2 clusters Score -820748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -814482.812500 Penalty: 4454.477539
	Iteration 0F: 3 clusters Score -814482.8 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -816426.562500 Penalty: 4454.477539
	Iteration 1F: 3 clusters Score -816426.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -817113.750000 Penalty: 4454.477539
	Iteration 2F: 3 clusters Score -817113.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -817712.125000 Penalty: 4454.477539
	Iteration 3F: 3 clusters Score -817712.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -818206.125000 Penalty: 4454.477539
	Iteration 4F: 3 clusters Score -818206.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -818615.750000 Penalty: 4454.477539
	Iteration 5F: 3 clusters Score -818615.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -818927.375000 Penalty: 4454.477539
	Iteration 6F: 3 clusters Score -818927.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -819146.437500 Penalty: 4454.477539
	Iteration 7Q: 3 clusters Score -819146.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -819297.437500 Penalty: 4454.477539
	Iteration 8Q: 3 clusters Score -819297.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -819406.000000 Penalty: 4454.477539
	Iteration 9Q: 3 clusters Score -819406 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -819482.125000 Penalty: 4454.477539
	Iteration 10Q: 3 clusters Score -819482.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -819534.750000 Penalty: 4454.477539
	Iteration 11Q: 3 clusters Score -819534.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -819578.750000 Penalty: 4454.477539
	Iteration 12Q: 3 clusters Score -819578.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -819608.625000 Penalty: 4454.477539
	Iteration 13Q: 3 clusters Score -819608.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -819630.937500 Penalty: 4454.477539
	Iteration 14Q: 3 clusters Score -819630.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -819650.562500 Penalty: 4454.477539
	Iteration 15Q: 3 clusters Score -819650.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -819658.000000 Penalty: 4454.477539
	Iteration 16Q: 3 clusters Score -819658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -819664.750000 Penalty: 4454.477539
	Iteration 17Q: 3 clusters Score -819664.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -819671.187500 Penalty: 4454.477539
	Iteration 18Q: 3 clusters Score -819671.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -819679.937500 Penalty: 4454.477539
	Iteration 19Q: 3 clusters Score -819679.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -819684.750000 Penalty: 4454.477539
	Iteration 20F: 3 clusters Score -819684.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -819689.187500 Penalty: 4454.477539
	Iteration 21Q: 3 clusters Score -819689.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -819694.125000 Penalty: 4454.477539
	Iteration 22Q: 3 clusters Score -819694.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -819698.000000 Penalty: 4454.477539
	Iteration 23Q: 3 clusters Score -819698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -819700.000000 Penalty: 4454.477539
	Iteration 24Q: 3 clusters Score -819700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -819701.500000 Penalty: 4454.477539
	Iteration 25Q: 3 clusters Score -819701.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -819704.625000 Penalty: 4454.477539
	Iteration 26Q: 3 clusters Score -819704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -819707.562500 Penalty: 4454.477539
	Iteration 27Q: 3 clusters Score -819707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -819708.375000 Penalty: 4454.477539
	Iteration 28Q: 3 clusters Score -819708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -819708.750000 Penalty: 4454.477539
	Iteration 29Q: 3 clusters Score -819708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -819708.750000 Penalty: 4454.477539
	Iteration 30F: 3 clusters Score -819708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Entering Unmasked Estep 
Score: -1478353.250000 Penalty: 2364.722900
	Iteration 0F: 2 clusters Score -1478353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1468170.625000 Penalty: 4729.445801
	Iteration 0F: 3 clusters Score -1468171 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1471365.750000 Penalty: 4729.445801
	Iteration 1F: 3 clusters Score -1471366 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1471774.000000 Penalty: 4729.445801
	Iteration 2F: 3 clusters Score -1471774 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1472077.375000 Penalty: 4729.445801
	Iteration 3Q: 3 clusters Score -1472077 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1472360.500000 Penalty: 4729.445801
	Iteration 4Q: 3 clusters Score -1472360 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1472627.625000 Penalty: 4729.445801
	Iteration 5Q: 3 clusters Score -1472628 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1472914.250000 Penalty: 4729.445801
	Iteration 6Q: 3 clusters Score -1472914 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1473260.250000 Penalty: 4729.445801
	Iteration 7Q: 3 clusters Score -1473260 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1473662.125000 Penalty: 4729.445801
	Iteration 8Q: 3 clusters Score -1473662 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1474155.750000 Penalty: 4729.445801
	Iteration 9Q: 3 clusters Score -1474156 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1474700.625000 Penalty: 4729.445801
	Iteration 10F: 3 clusters Score -1474701 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1475227.375000 Penalty: 4729.445801
	Iteration 11Q: 3 clusters Score -1475227 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1475589.750000 Penalty: 4729.445801
	Iteration 12Q: 3 clusters Score -1475590 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1475881.250000 Penalty: 4729.445801
	Iteration 13Q: 3 clusters Score -1475881 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1476155.500000 Penalty: 4729.445801
	Iteration 14Q: 3 clusters Score -1476156 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1476445.250000 Penalty: 4729.445801
	Iteration 15Q: 3 clusters Score -1476445 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1476686.500000 Penalty: 4729.445801
	Iteration 16Q: 3 clusters Score -1476686 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1476928.750000 Penalty: 4729.445801
	Iteration 17Q: 3 clusters Score -1476929 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1477104.750000 Penalty: 4729.445801
	Iteration 18Q: 3 clusters Score -1477105 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1477226.625000 Penalty: 4729.445801
	Iteration 19Q: 3 clusters Score -1477227 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1477296.875000 Penalty: 4729.445801
	Iteration 20F: 3 clusters Score -1477297 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1477336.125000 Penalty: 4729.445801
	Iteration 21Q: 3 clusters Score -1477336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1477348.500000 Penalty: 4729.445801
	Iteration 22Q: 3 clusters Score -1477348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1477363.500000 Penalty: 4729.445801
	Iteration 23Q: 3 clusters Score -1477364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1477366.500000 Penalty: 4729.445801
	Iteration 24Q: 3 clusters Score -1477366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1477374.125000 Penalty: 4729.445801
	Iteration 25Q: 3 clusters Score -1477374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1477375.875000 Penalty: 4729.445801
	Iteration 26Q: 3 clusters Score -1477376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1477377.625000 Penalty: 4729.445801
	Iteration 27Q: 3 clusters Score -1477378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1477380.125000 Penalty: 4729.445801
	Iteration 28Q: 3 clusters Score -1477380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1477376.000000 Penalty: 4729.445801
	Iteration 29Q: 3 clusters Score -1477376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1477378.750000 Penalty: 4729.445801
	Iteration 30Q: 3 clusters Score -1477379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1477378.750000 Penalty: 4729.445801
	Iteration 31Q: 3 clusters Score -1477379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1477378.750000 Penalty: 4729.445801
	Iteration 32Q: 3 clusters Score -1477379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1477377.750000 Penalty: 4729.445801
	Iteration 33Q: 3 clusters Score -1477378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1477380.375000 Penalty: 4729.445801
	Iteration 34Q: 3 clusters Score -1477380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1477380.375000 Penalty: 4729.445801
	Iteration 35F: 3 clusters Score -1477380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (21929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Entering Unmasked Estep 
Score: -2481478.500000 Penalty: 2478.900146
	Iteration 0F: 2 clusters Score -2481478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2466207.500000 Penalty: 4957.800293
	Iteration 0F: 3 clusters Score -2466208 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2471412.500000 Penalty: 4957.800293
	Iteration 1F: 3 clusters Score -2471412 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2471843.250000 Penalty: 4957.800293
	Iteration 2F: 3 clusters Score -2471843 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2472227.750000 Penalty: 4957.800293
	Iteration 3Q: 3 clusters Score -2472228 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2472585.250000 Penalty: 4957.800293
	Iteration 4Q: 3 clusters Score -2472585 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2473069.750000 Penalty: 4957.800293
	Iteration 5Q: 3 clusters Score -2473070 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2473721.500000 Penalty: 4957.800293
	Iteration 6F: 3 clusters Score -2473722 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2474617.000000 Penalty: 4957.800293
	Iteration 7F: 3 clusters Score -2474617 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2475731.750000 Penalty: 4957.800293
	Iteration 8F: 3 clusters Score -2475732 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2476806.750000 Penalty: 4957.800293
	Iteration 9F: 3 clusters Score -2476807 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2477730.500000 Penalty: 4957.800293
	Iteration 10Q: 3 clusters Score -2477730 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2478384.750000 Penalty: 4957.800293
	Iteration 11Q: 3 clusters Score -2478385 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2478793.250000 Penalty: 4957.800293
	Iteration 12Q: 3 clusters Score -2478793 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2479024.750000 Penalty: 4957.800293
	Iteration 13Q: 3 clusters Score -2479025 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2479153.250000 Penalty: 4957.800293
	Iteration 14Q: 3 clusters Score -2479153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2479205.500000 Penalty: 4957.800293
	Iteration 15Q: 3 clusters Score -2479206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2479244.500000 Penalty: 4957.800293
	Iteration 16Q: 3 clusters Score -2479244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2479272.750000 Penalty: 4957.800293
	Iteration 17Q: 3 clusters Score -2479273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2479293.000000 Penalty: 4957.800293
	Iteration 18Q: 3 clusters Score -2479293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2479306.250000 Penalty: 4957.800293
	Iteration 19Q: 3 clusters Score -2479306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2479310.750000 Penalty: 4957.800293
	Iteration 20F: 3 clusters Score -2479311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2479319.500000 Penalty: 4957.800293
	Iteration 21Q: 3 clusters Score -2479320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2479328.500000 Penalty: 4957.800293
	Iteration 22Q: 3 clusters Score -2479328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2479334.750000 Penalty: 4957.800293
	Iteration 23Q: 3 clusters Score -2479335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2479340.000000 Penalty: 4957.800293
	Iteration 24Q: 3 clusters Score -2479340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2479347.500000 Penalty: 4957.800293
	Iteration 25Q: 3 clusters Score -2479348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2479353.000000 Penalty: 4957.800293
	Iteration 26Q: 3 clusters Score -2479353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2479353.500000 Penalty: 4957.800293
	Iteration 27Q: 3 clusters Score -2479354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2479357.000000 Penalty: 4957.800293
	Iteration 28Q: 3 clusters Score -2479357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2479357.750000 Penalty: 4957.800293
	Iteration 29Q: 3 clusters Score -2479358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2479362.500000 Penalty: 4957.800293
	Iteration 30Q: 3 clusters Score -2479362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2479366.000000 Penalty: 4957.800293
	Iteration 31Q: 3 clusters Score -2479366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2479368.750000 Penalty: 4957.800293
	Iteration 32Q: 3 clusters Score -2479369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2479369.750000 Penalty: 4957.800293
	Iteration 33Q: 3 clusters Score -2479370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2479370.250000 Penalty: 4957.800293
	Iteration 34Q: 3 clusters Score -2479370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2479375.000000 Penalty: 4957.800293
	Iteration 35Q: 3 clusters Score -2479375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2479375.000000 Penalty: 4957.800293
	Iteration 36F: 3 clusters Score -2479375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15268.532227 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15268.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14193.099609 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14193.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14225.448242 Penalty: 2612.857666
	Iteration 1Q: 3 clusters Score -14225.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14242.271484 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -14242.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14242.271484 Penalty: 2612.857666
	Iteration 3F: 3 clusters Score -14242.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Entering Unmasked Estep 
Score: -2197613.000000 Penalty: 2442.441895
	Iteration 0F: 2 clusters Score -2197613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2184201.750000 Penalty: 4884.883789
	Iteration 0F: 3 clusters Score -2184202 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2188723.250000 Penalty: 4884.883789
	Iteration 1F: 3 clusters Score -2188723 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2189298.000000 Penalty: 4884.883789
	Iteration 2F: 3 clusters Score -2189298 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2190030.250000 Penalty: 4884.883789
	Iteration 3F: 3 clusters Score -2190030 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2190990.250000 Penalty: 4884.883789
	Iteration 4F: 3 clusters Score -2190990 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2192123.750000 Penalty: 4884.883789
	Iteration 5F: 3 clusters Score -2192124 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2193195.000000 Penalty: 4884.883789
	Iteration 6F: 3 clusters Score -2193195 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2194006.250000 Penalty: 4884.883789
	Iteration 7F: 3 clusters Score -2194006 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2194553.000000 Penalty: 4884.883789
	Iteration 8Q: 3 clusters Score -2194553 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2194885.000000 Penalty: 4884.883789
	Iteration 9Q: 3 clusters Score -2194885 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2195067.750000 Penalty: 4884.883789
	Iteration 10Q: 3 clusters Score -2195068 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2195200.000000 Penalty: 4884.883789
	Iteration 11Q: 3 clusters Score -2195200 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2195316.250000 Penalty: 4884.883789
	Iteration 12Q: 3 clusters Score -2195316 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2195390.250000 Penalty: 4884.883789
	Iteration 13Q: 3 clusters Score -2195390 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2195458.000000 Penalty: 4884.883789
	Iteration 14Q: 3 clusters Score -2195458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2195503.250000 Penalty: 4884.883789
	Iteration 15Q: 3 clusters Score -2195503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2195527.750000 Penalty: 4884.883789
	Iteration 16Q: 3 clusters Score -2195528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2195543.250000 Penalty: 4884.883789
	Iteration 17Q: 3 clusters Score -2195543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2195561.250000 Penalty: 4884.883789
	Iteration 18Q: 3 clusters Score -2195561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2195580.500000 Penalty: 4884.883789
	Iteration 19Q: 3 clusters Score -2195580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2195596.750000 Penalty: 4884.883789
	Iteration 20F: 3 clusters Score -2195597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2195608.750000 Penalty: 4884.883789
	Iteration 21Q: 3 clusters Score -2195609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2195612.750000 Penalty: 4884.883789
	Iteration 22Q: 3 clusters Score -2195613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2195617.250000 Penalty: 4884.883789
	Iteration 23Q: 3 clusters Score -2195617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2195619.750000 Penalty: 4884.883789
	Iteration 24Q: 3 clusters Score -2195620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2195640.750000 Penalty: 4884.883789
	Iteration 25Q: 3 clusters Score -2195641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2195643.250000 Penalty: 4884.883789
	Iteration 26Q: 3 clusters Score -2195643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2195653.000000 Penalty: 4884.883789
	Iteration 27Q: 3 clusters Score -2195653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2195653.750000 Penalty: 4884.883789
	Iteration 28Q: 3 clusters Score -2195654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2195653.500000 Penalty: 4884.883789
	Iteration 29Q: 3 clusters Score -2195654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2195661.750000 Penalty: 4884.883789
	Iteration 30Q: 3 clusters Score -2195662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2195672.250000 Penalty: 4884.883789
	Iteration 31Q: 3 clusters Score -2195672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2195673.750000 Penalty: 4884.883789
	Iteration 32Q: 3 clusters Score -2195674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2195676.500000 Penalty: 4884.883789
	Iteration 33Q: 3 clusters Score -2195676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2195677.250000 Penalty: 4884.883789
	Iteration 34Q: 3 clusters Score -2195677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2195678.250000 Penalty: 4884.883789
	Iteration 35Q: 3 clusters Score -2195678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2195680.750000 Penalty: 4884.883789
	Iteration 36Q: 3 clusters Score -2195681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2195681.000000 Penalty: 4884.883789
	Iteration 37Q: 3 clusters Score -2195681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2195681.000000 Penalty: 4884.883789
	Iteration 38F: 3 clusters Score -2195681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -226154.234375 Penalty: 1961.097534
	Iteration 0F: 2 clusters Score -226154.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -223124.140625 Penalty: 3922.195068
	Iteration 0F: 3 clusters Score -223124.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -223917.140625 Penalty: 3922.195068
	Iteration 1F: 3 clusters Score -223917.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -224410.281250 Penalty: 3922.195068
	Iteration 2F: 3 clusters Score -224410.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -224929.968750 Penalty: 3922.195068
	Iteration 3F: 3 clusters Score -224930 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -225436.312500 Penalty: 3922.195068
	Iteration 4F: 3 clusters Score -225436.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -225773.531250 Penalty: 3922.195068
	Iteration 5F: 3 clusters Score -225773.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -225990.843750 Penalty: 3922.195068
	Iteration 6F: 3 clusters Score -225990.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -226118.968750 Penalty: 3922.195068
	Iteration 7Q: 3 clusters Score -226119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -226196.234375 Penalty: 3922.195068
	Iteration 8Q: 3 clusters Score -226196.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -226239.265625 Penalty: 3922.195068
	Iteration 9Q: 3 clusters Score -226239.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -226260.687500 Penalty: 3922.195068
	Iteration 10Q: 3 clusters Score -226260.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -226271.812500 Penalty: 3922.195068
	Iteration 11Q: 3 clusters Score -226271.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -226289.625000 Penalty: 3922.195068
	Iteration 12Q: 3 clusters Score -226289.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -226303.421875 Penalty: 3922.195068
	Iteration 13Q: 3 clusters Score -226303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -226313.828125 Penalty: 3922.195068
	Iteration 14Q: 3 clusters Score -226313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -226316.390625 Penalty: 3922.195068
	Iteration 15Q: 3 clusters Score -226316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -226319.937500 Penalty: 3922.195068
	Iteration 16Q: 3 clusters Score -226319.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -226323.859375 Penalty: 3922.195068
	Iteration 17Q: 3 clusters Score -226323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -226328.890625 Penalty: 3922.195068
	Iteration 18Q: 3 clusters Score -226328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226335.046875 Penalty: 3922.195068
	Iteration 19Q: 3 clusters Score -226335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -226337.562500 Penalty: 3922.195068
	Iteration 20F: 3 clusters Score -226337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -226338.812500 Penalty: 3922.195068
	Iteration 21Q: 3 clusters Score -226338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -226340.875000 Penalty: 3922.195068
	Iteration 22Q: 3 clusters Score -226340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -226344.156250 Penalty: 3922.195068
	Iteration 23Q: 3 clusters Score -226344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -226345.500000 Penalty: 3922.195068
	Iteration 24Q: 3 clusters Score -226345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -226345.500000 Penalty: 3922.195068
	Iteration 25F: 3 clusters Score -226345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 1781 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 937 members 
Entering Unmasked Estep 
Score: -139279664.000000 Penalty: 223341.859375
Splitting cluster 55 changes total score from -139280912.000000 to -139279664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -528689.000000 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -528689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -524230.875000 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -524230.9 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -525295.812500 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -525295.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -525483.875000 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -525483.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -525593.000000 Penalty: 4217.535156
	Iteration 3Q: 3 clusters Score -525593 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -525651.187500 Penalty: 4217.535156
	Iteration 4Q: 3 clusters Score -525651.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -525707.187500 Penalty: 4217.535156
	Iteration 5Q: 3 clusters Score -525707.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -525759.875000 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -525759.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -525814.437500 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -525814.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -525850.937500 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -525850.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -525893.000000 Penalty: 4217.535156
	Iteration 9Q: 3 clusters Score -525893 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -525940.375000 Penalty: 4217.535156
	Iteration 10Q: 3 clusters Score -525940.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -525983.375000 Penalty: 4217.535156
	Iteration 11Q: 3 clusters Score -525983.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -526013.000000 Penalty: 4217.535156
	Iteration 12Q: 3 clusters Score -526013 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -526058.437500 Penalty: 4217.535156
	Iteration 13Q: 3 clusters Score -526058.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -526112.937500 Penalty: 4217.535156
	Iteration 14Q: 3 clusters Score -526112.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -526169.437500 Penalty: 4217.535156
	Iteration 15Q: 3 clusters Score -526169.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -526229.187500 Penalty: 4217.535156
	Iteration 16Q: 3 clusters Score -526229.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -526282.625000 Penalty: 4217.535156
	Iteration 17Q: 3 clusters Score -526282.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -526334.750000 Penalty: 4217.535156
	Iteration 18Q: 3 clusters Score -526334.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -526402.125000 Penalty: 4217.535156
	Iteration 19Q: 3 clusters Score -526402.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -526470.875000 Penalty: 4217.535156
	Iteration 20F: 3 clusters Score -526470.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -526561.875000 Penalty: 4217.535156
	Iteration 21Q: 3 clusters Score -526561.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -526685.000000 Penalty: 4217.535156
	Iteration 22Q: 3 clusters Score -526685 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -526813.500000 Penalty: 4217.535156
	Iteration 23Q: 3 clusters Score -526813.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -526960.000000 Penalty: 4217.535156
	Iteration 24Q: 3 clusters Score -526960 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -527100.500000 Penalty: 4217.535156
	Iteration 25Q: 3 clusters Score -527100.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -527228.937500 Penalty: 4217.535156
	Iteration 26Q: 3 clusters Score -527228.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -527342.312500 Penalty: 4217.535156
	Iteration 27Q: 3 clusters Score -527342.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -527429.875000 Penalty: 4217.535156
	Iteration 28Q: 3 clusters Score -527429.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -527492.750000 Penalty: 4217.535156
	Iteration 29Q: 3 clusters Score -527492.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -527539.500000 Penalty: 4217.535156
	Iteration 30Q: 3 clusters Score -527539.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -527571.375000 Penalty: 4217.535156
	Iteration 31Q: 3 clusters Score -527571.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -527603.750000 Penalty: 4217.535156
	Iteration 32Q: 3 clusters Score -527603.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -527627.625000 Penalty: 4217.535156
	Iteration 33Q: 3 clusters Score -527627.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -527647.312500 Penalty: 4217.535156
	Iteration 34Q: 3 clusters Score -527647.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -527661.687500 Penalty: 4217.535156
	Iteration 35Q: 3 clusters Score -527661.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -527676.687500 Penalty: 4217.535156
	Iteration 36Q: 3 clusters Score -527676.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -527687.500000 Penalty: 4217.535156
	Iteration 37Q: 3 clusters Score -527687.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -527691.750000 Penalty: 4217.535156
	Iteration 38Q: 3 clusters Score -527691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -527693.062500 Penalty: 4217.535156
	Iteration 39Q: 3 clusters Score -527693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -527695.687500 Penalty: 4217.535156
	Iteration 40F: 3 clusters Score -527695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -527698.812500 Penalty: 4217.535156
	Iteration 41Q: 3 clusters Score -527698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -527700.437500 Penalty: 4217.535156
	Iteration 42Q: 3 clusters Score -527700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -527702.562500 Penalty: 4217.535156
	Iteration 43Q: 3 clusters Score -527702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -527703.750000 Penalty: 4217.535156
	Iteration 44Q: 3 clusters Score -527703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -527704.687500 Penalty: 4217.535156
	Iteration 45Q: 3 clusters Score -527704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -527706.500000 Penalty: 4217.535156
	Iteration 46Q: 3 clusters Score -527706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -527707.687500 Penalty: 4217.535156
	Iteration 47Q: 3 clusters Score -527707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -527708.187500 Penalty: 4217.535156
	Iteration 48Q: 3 clusters Score -527708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -527710.812500 Penalty: 4217.535156
	Iteration 49Q: 3 clusters Score -527710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -527711.625000 Penalty: 4217.535156
	Iteration 50Q: 3 clusters Score -527711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -527712.062500 Penalty: 4217.535156
	Iteration 51Q: 3 clusters Score -527712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -527712.437500 Penalty: 4217.535156
	Iteration 52Q: 3 clusters Score -527712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -527714.562500 Penalty: 4217.535156
	Iteration 53Q: 3 clusters Score -527714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -527716.125000 Penalty: 4217.535156
	Iteration 54Q: 3 clusters Score -527716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -527716.437500 Penalty: 4217.535156
	Iteration 55Q: 3 clusters Score -527716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -527717.500000 Penalty: 4217.535156
	Iteration 56Q: 3 clusters Score -527717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -527717.500000 Penalty: 4217.535156
	Iteration 57F: 3 clusters Score -527717.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (38555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Entering Unmasked Estep 
Score: -4389919.000000 Penalty: 2618.840576
	Iteration 0F: 2 clusters Score -4389919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -4363809.500000 Penalty: 5237.681152
	Iteration 0F: 3 clusters Score -4363810 nChanged 17597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4373441.000000 Penalty: 5237.681152
	Iteration 1F: 3 clusters Score -4373441 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4374115.000000 Penalty: 5237.681152
	Iteration 2Q: 3 clusters Score -4374115 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4375018.500000 Penalty: 5237.681152
	Iteration 3Q: 3 clusters Score -4375018 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4376385.500000 Penalty: 5237.681152
	Iteration 4F: 3 clusters Score -4376386 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4378296.000000 Penalty: 5237.681152
	Iteration 5F: 3 clusters Score -4378296 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4380495.000000 Penalty: 5237.681152
	Iteration 6F: 3 clusters Score -4380495 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4382421.500000 Penalty: 5237.681152
	Iteration 7F: 3 clusters Score -4382422 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4383779.500000 Penalty: 5237.681152
	Iteration 8F: 3 clusters Score -4383780 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4384665.500000 Penalty: 5237.681152
	Iteration 9Q: 3 clusters Score -4384666 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4385337.000000 Penalty: 5237.681152
	Iteration 10Q: 3 clusters Score -4385337 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4385900.500000 Penalty: 5237.681152
	Iteration 11Q: 3 clusters Score -4385900 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4386393.000000 Penalty: 5237.681152
	Iteration 12Q: 3 clusters Score -4386393 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4386894.000000 Penalty: 5237.681152
	Iteration 13Q: 3 clusters Score -4386894 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -4387362.000000 Penalty: 5237.681152
	Iteration 14Q: 3 clusters Score -4387362 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4387739.500000 Penalty: 5237.681152
	Iteration 15Q: 3 clusters Score -4387740 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -4387996.000000 Penalty: 5237.681152
	Iteration 16Q: 3 clusters Score -4387996 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -4388195.500000 Penalty: 5237.681152
	Iteration 17Q: 3 clusters Score -4388196 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4388373.000000 Penalty: 5237.681152
	Iteration 18Q: 3 clusters Score -4388373 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4388544.500000 Penalty: 5237.681152
	Iteration 19Q: 3 clusters Score -4388544 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4388717.000000 Penalty: 5237.681152
	Iteration 20F: 3 clusters Score -4388717 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -4388874.500000 Penalty: 5237.681152
	Iteration 21Q: 3 clusters Score -4388874 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -4389041.500000 Penalty: 5237.681152
	Iteration 22Q: 3 clusters Score -4389042 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -4389225.500000 Penalty: 5237.681152
	Iteration 23Q: 3 clusters Score -4389226 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -4389354.000000 Penalty: 5237.681152
	Iteration 24Q: 3 clusters Score -4389354 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -4389469.500000 Penalty: 5237.681152
	Iteration 25Q: 3 clusters Score -4389470 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4389568.000000 Penalty: 5237.681152
	Iteration 26Q: 3 clusters Score -4389568 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4389672.500000 Penalty: 5237.681152
	Iteration 27Q: 3 clusters Score -4389672 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4389741.500000 Penalty: 5237.681152
	Iteration 28Q: 3 clusters Score -4389742 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -4389803.000000 Penalty: 5237.681152
	Iteration 29Q: 3 clusters Score -4389803 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -4389862.000000 Penalty: 5237.681152
	Iteration 30Q: 3 clusters Score -4389862 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -4389907.500000 Penalty: 5237.681152
	Iteration 31Q: 3 clusters Score -4389908 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4389959.500000 Penalty: 5237.681152
	Iteration 32Q: 3 clusters Score -4389960 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -4389976.000000 Penalty: 5237.681152
	Iteration 33Q: 3 clusters Score -4389976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -4389987.500000 Penalty: 5237.681152
	Iteration 34Q: 3 clusters Score -4389988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -4389999.000000 Penalty: 5237.681152
	Iteration 35Q: 3 clusters Score -4389999 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -4390004.500000 Penalty: 5237.681152
	Iteration 36Q: 3 clusters Score -4390004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4390001.000000 Penalty: 5237.681152
	Iteration 37Q: 3 clusters Score -4390001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -4390015.000000 Penalty: 5237.681152
	Iteration 38Q: 3 clusters Score -4390015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4390029.500000 Penalty: 5237.681152
	Iteration 39Q: 3 clusters Score -4390030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4390041.500000 Penalty: 5237.681152
	Iteration 40F: 3 clusters Score -4390042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -4390044.000000 Penalty: 5237.681152
	Iteration 41Q: 3 clusters Score -4390044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4390042.000000 Penalty: 5237.681152
	Iteration 42Q: 3 clusters Score -4390042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4390046.000000 Penalty: 5237.681152
	Iteration 43Q: 3 clusters Score -4390046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -4390045.500000 Penalty: 5237.681152
	Iteration 44Q: 3 clusters Score -4390046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4390059.000000 Penalty: 5237.681152
	Iteration 45Q: 3 clusters Score -4390059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4390065.500000 Penalty: 5237.681152
	Iteration 46Q: 3 clusters Score -4390066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -4390069.000000 Penalty: 5237.681152
	Iteration 47Q: 3 clusters Score -4390069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4390077.500000 Penalty: 5237.681152
	Iteration 48Q: 3 clusters Score -4390078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -4390079.500000 Penalty: 5237.681152
	Iteration 49Q: 3 clusters Score -4390080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4390077.000000 Penalty: 5237.681152
	Iteration 50Q: 3 clusters Score -4390077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4390073.000000 Penalty: 5237.681152
	Iteration 51Q: 3 clusters Score -4390073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -4390067.500000 Penalty: 5237.681152
	Iteration 52Q: 3 clusters Score -4390068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4390071.500000 Penalty: 5237.681152
	Iteration 53Q: 3 clusters Score -4390072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -4390075.000000 Penalty: 5237.681152
	Iteration 54Q: 3 clusters Score -4390075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4390072.500000 Penalty: 5237.681152
	Iteration 55Q: 3 clusters Score -4390072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -4390077.500000 Penalty: 5237.681152
	Iteration 56Q: 3 clusters Score -4390078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -4390075.500000 Penalty: 5237.681152
	Iteration 57Q: 3 clusters Score -4390076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -4390075.500000 Penalty: 5237.681152
	Iteration 58F: 3 clusters Score -4390076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 32761 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 5794 members 
Entering Unmasked Estep 
Score: -139279792.000000 Penalty: 223341.859375
Splitting cluster 57 changes total score from -139280912.000000 to -139279792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -173523.843750 Penalty: 1862.858154
	Iteration 0F: 2 clusters Score -173523.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -171039.687500 Penalty: 3725.716309
	Iteration 0F: 3 clusters Score -171039.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -171583.031250 Penalty: 3725.716309
	Iteration 1F: 3 clusters Score -171583 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -171893.250000 Penalty: 3725.716309
	Iteration 2F: 3 clusters Score -171893.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -172199.140625 Penalty: 3725.716309
	Iteration 3F: 3 clusters Score -172199.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -172471.203125 Penalty: 3725.716309
	Iteration 4F: 3 clusters Score -172471.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -172722.968750 Penalty: 3725.716309
	Iteration 5F: 3 clusters Score -172723 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -172893.140625 Penalty: 3725.716309
	Iteration 6Q: 3 clusters Score -172893.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -173001.515625 Penalty: 3725.716309
	Iteration 7Q: 3 clusters Score -173001.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -173110.562500 Penalty: 3725.716309
	Iteration 8Q: 3 clusters Score -173110.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -173229.093750 Penalty: 3725.716309
	Iteration 9Q: 3 clusters Score -173229.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -173397.109375 Penalty: 3725.716309
	Iteration 10Q: 3 clusters Score -173397.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173584.687500 Penalty: 3725.716309
	Iteration 11Q: 3 clusters Score -173584.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -173695.359375 Penalty: 3725.716309
	Iteration 12Q: 3 clusters Score -173695.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -173745.890625 Penalty: 3725.716309
	Iteration 13Q: 3 clusters Score -173745.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -173800.328125 Penalty: 3725.716309
	Iteration 14Q: 3 clusters Score -173800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -173815.343750 Penalty: 3725.716309
	Iteration 15Q: 3 clusters Score -173815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -173822.015625 Penalty: 3725.716309
	Iteration 16Q: 3 clusters Score -173822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -173837.921875 Penalty: 3725.716309
	Iteration 17Q: 3 clusters Score -173837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -173845.484375 Penalty: 3725.716309
	Iteration 18Q: 3 clusters Score -173845.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -173851.312500 Penalty: 3725.716309
	Iteration 19Q: 3 clusters Score -173851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -173854.187500 Penalty: 3725.716309
	Iteration 20F: 3 clusters Score -173854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 849 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Mstep: Class 64 contains 980 members 
Entering Unmasked Estep 
Score: -139279824.000000 Penalty: 223341.859375
Splitting cluster 58 changes total score from -139280912.000000 to -139279824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -335732.781250 Penalty: 1987.964844
	Iteration 0F: 2 clusters Score -335732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -332432.750000 Penalty: 3975.929688
	Iteration 0F: 3 clusters Score -332432.8 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -333073.187500 Penalty: 3975.929688
	Iteration 1F: 3 clusters Score -333073.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -333205.250000 Penalty: 3975.929688
	Iteration 2F: 3 clusters Score -333205.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -333284.906250 Penalty: 3975.929688
	Iteration 3Q: 3 clusters Score -333284.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -333356.531250 Penalty: 3975.929688
	Iteration 4Q: 3 clusters Score -333356.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -333398.875000 Penalty: 3975.929688
	Iteration 5Q: 3 clusters Score -333398.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -333429.031250 Penalty: 3975.929688
	Iteration 6Q: 3 clusters Score -333429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -333454.812500 Penalty: 3975.929688
	Iteration 7Q: 3 clusters Score -333454.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -333474.750000 Penalty: 3975.929688
	Iteration 8Q: 3 clusters Score -333474.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -333492.781250 Penalty: 3975.929688
	Iteration 9Q: 3 clusters Score -333492.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -333511.687500 Penalty: 3975.929688
	Iteration 10Q: 3 clusters Score -333511.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -333527.437500 Penalty: 3975.929688
	Iteration 11Q: 3 clusters Score -333527.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -333536.718750 Penalty: 3975.929688
	Iteration 12Q: 3 clusters Score -333536.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -333541.156250 Penalty: 3975.929688
	Iteration 13Q: 3 clusters Score -333541.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -333545.468750 Penalty: 3975.929688
	Iteration 14Q: 3 clusters Score -333545.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -333551.125000 Penalty: 3975.929688
	Iteration 15Q: 3 clusters Score -333551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -333558.343750 Penalty: 3975.929688
	Iteration 16Q: 3 clusters Score -333558.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -333565.000000 Penalty: 3975.929688
	Iteration 17Q: 3 clusters Score -333565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -333574.812500 Penalty: 3975.929688
	Iteration 18Q: 3 clusters Score -333574.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -333583.562500 Penalty: 3975.929688
	Iteration 19Q: 3 clusters Score -333583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -333591.468750 Penalty: 3975.929688
	Iteration 20F: 3 clusters Score -333591.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -333597.312500 Penalty: 3975.929688
	Iteration 21Q: 3 clusters Score -333597.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -333603.375000 Penalty: 3975.929688
	Iteration 22Q: 3 clusters Score -333603.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -333609.343750 Penalty: 3975.929688
	Iteration 23Q: 3 clusters Score -333609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -333616.656250 Penalty: 3975.929688
	Iteration 24Q: 3 clusters Score -333616.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -333623.781250 Penalty: 3975.929688
	Iteration 25Q: 3 clusters Score -333623.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -333632.718750 Penalty: 3975.929688
	Iteration 26Q: 3 clusters Score -333632.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -333645.375000 Penalty: 3975.929688
	Iteration 27Q: 3 clusters Score -333645.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -333653.500000 Penalty: 3975.929688
	Iteration 28Q: 3 clusters Score -333653.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -333662.593750 Penalty: 3975.929688
	Iteration 29Q: 3 clusters Score -333662.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -333669.000000 Penalty: 3975.929688
	Iteration 30Q: 3 clusters Score -333669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -333677.406250 Penalty: 3975.929688
	Iteration 31Q: 3 clusters Score -333677.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -333685.375000 Penalty: 3975.929688
	Iteration 32Q: 3 clusters Score -333685.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -333694.000000 Penalty: 3975.929688
	Iteration 33Q: 3 clusters Score -333694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -333700.718750 Penalty: 3975.929688
	Iteration 34Q: 3 clusters Score -333700.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -333706.593750 Penalty: 3975.929688
	Iteration 35Q: 3 clusters Score -333706.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -333711.812500 Penalty: 3975.929688
	Iteration 36Q: 3 clusters Score -333711.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -333714.906250 Penalty: 3975.929688
	Iteration 37Q: 3 clusters Score -333714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -333717.218750 Penalty: 3975.929688
	Iteration 38Q: 3 clusters Score -333717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -333720.406250 Penalty: 3975.929688
	Iteration 39Q: 3 clusters Score -333720.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -333722.437500 Penalty: 3975.929688
	Iteration 40F: 3 clusters Score -333722.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -333725.000000 Penalty: 3975.929688
	Iteration 41Q: 3 clusters Score -333725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -333728.031250 Penalty: 3975.929688
	Iteration 42Q: 3 clusters Score -333728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -333733.718750 Penalty: 3975.929688
	Iteration 43Q: 3 clusters Score -333733.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -333739.187500 Penalty: 3975.929688
	Iteration 44Q: 3 clusters Score -333739.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -333744.687500 Penalty: 3975.929688
	Iteration 45Q: 3 clusters Score -333744.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -333748.062500 Penalty: 3975.929688
	Iteration 46Q: 3 clusters Score -333748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -333753.000000 Penalty: 3975.929688
	Iteration 47Q: 3 clusters Score -333753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -333757.500000 Penalty: 3975.929688
	Iteration 48Q: 3 clusters Score -333757.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -333767.843750 Penalty: 3975.929688
	Iteration 49Q: 3 clusters Score -333767.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -333776.750000 Penalty: 3975.929688
	Iteration 50Q: 3 clusters Score -333776.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -333790.500000 Penalty: 3975.929688
	Iteration 51Q: 3 clusters Score -333790.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -333807.250000 Penalty: 3975.929688
	Iteration 52Q: 3 clusters Score -333807.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -333817.593750 Penalty: 3975.929688
	Iteration 53Q: 3 clusters Score -333817.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -333826.625000 Penalty: 3975.929688
	Iteration 54Q: 3 clusters Score -333826.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -333834.468750 Penalty: 3975.929688
	Iteration 55Q: 3 clusters Score -333834.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -333841.656250 Penalty: 3975.929688
	Iteration 56Q: 3 clusters Score -333841.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -333847.625000 Penalty: 3975.929688
	Iteration 57Q: 3 clusters Score -333847.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -333853.531250 Penalty: 3975.929688
	Iteration 58Q: 3 clusters Score -333853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -333857.625000 Penalty: 3975.929688
	Iteration 59Q: 3 clusters Score -333857.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -333864.250000 Penalty: 3975.929688
	Iteration 60F: 3 clusters Score -333864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -333868.562500 Penalty: 3975.929688
	Iteration 61Q: 3 clusters Score -333868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -333871.812500 Penalty: 3975.929688
	Iteration 62Q: 3 clusters Score -333871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -333877.718750 Penalty: 3975.929688
	Iteration 63Q: 3 clusters Score -333877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -333881.906250 Penalty: 3975.929688
	Iteration 64Q: 3 clusters Score -333881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -333885.968750 Penalty: 3975.929688
	Iteration 65Q: 3 clusters Score -333886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -333889.250000 Penalty: 3975.929688
	Iteration 66Q: 3 clusters Score -333889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -333889.968750 Penalty: 3975.929688
	Iteration 67Q: 3 clusters Score -333890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -333891.437500 Penalty: 3975.929688
	Iteration 68Q: 3 clusters Score -333891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -333891.093750 Penalty: 3975.929688
	Iteration 69Q: 3 clusters Score -333891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -333891.093750 Penalty: 3975.929688
	Iteration 70F: 3 clusters Score -333891.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -654261.500000 Penalty: 2197.333252
	Iteration 0F: 2 clusters Score -654261.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -648463.500000 Penalty: 4394.666504
	Iteration 0F: 3 clusters Score -648463.5 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -650131.812500 Penalty: 4394.666504
	Iteration 1F: 3 clusters Score -650131.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -650423.812500 Penalty: 4394.666504
	Iteration 2F: 3 clusters Score -650423.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -650639.000000 Penalty: 4394.666504
	Iteration 3F: 3 clusters Score -650639 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -650822.250000 Penalty: 4394.666504
	Iteration 4Q: 3 clusters Score -650822.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -650984.250000 Penalty: 4394.666504
	Iteration 5Q: 3 clusters Score -650984.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -651136.437500 Penalty: 4394.666504
	Iteration 6Q: 3 clusters Score -651136.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -651306.875000 Penalty: 4394.666504
	Iteration 7Q: 3 clusters Score -651306.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -651466.562500 Penalty: 4394.666504
	Iteration 8Q: 3 clusters Score -651466.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -651600.875000 Penalty: 4394.666504
	Iteration 9Q: 3 clusters Score -651600.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -651714.687500 Penalty: 4394.666504
	Iteration 10Q: 3 clusters Score -651714.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -651833.312500 Penalty: 4394.666504
	Iteration 11Q: 3 clusters Score -651833.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -651945.875000 Penalty: 4394.666504
	Iteration 12Q: 3 clusters Score -651945.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -652039.875000 Penalty: 4394.666504
	Iteration 13Q: 3 clusters Score -652039.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -652123.312500 Penalty: 4394.666504
	Iteration 14Q: 3 clusters Score -652123.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -652204.000000 Penalty: 4394.666504
	Iteration 15Q: 3 clusters Score -652204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -652262.500000 Penalty: 4394.666504
	Iteration 16Q: 3 clusters Score -652262.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -652316.125000 Penalty: 4394.666504
	Iteration 17Q: 3 clusters Score -652316.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -652349.875000 Penalty: 4394.666504
	Iteration 18Q: 3 clusters Score -652349.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -652379.062500 Penalty: 4394.666504
	Iteration 19Q: 3 clusters Score -652379.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -652410.625000 Penalty: 4394.666504
	Iteration 20F: 3 clusters Score -652410.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -652433.187500 Penalty: 4394.666504
	Iteration 21Q: 3 clusters Score -652433.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -652459.187500 Penalty: 4394.666504
	Iteration 22Q: 3 clusters Score -652459.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -652472.312500 Penalty: 4394.666504
	Iteration 23Q: 3 clusters Score -652472.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -652493.062500 Penalty: 4394.666504
	Iteration 24Q: 3 clusters Score -652493.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -652503.812500 Penalty: 4394.666504
	Iteration 25Q: 3 clusters Score -652503.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -652511.562500 Penalty: 4394.666504
	Iteration 26Q: 3 clusters Score -652511.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -652517.500000 Penalty: 4394.666504
	Iteration 27Q: 3 clusters Score -652517.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -652519.250000 Penalty: 4394.666504
	Iteration 28Q: 3 clusters Score -652519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -652523.250000 Penalty: 4394.666504
	Iteration 29Q: 3 clusters Score -652523.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -652526.375000 Penalty: 4394.666504
	Iteration 30Q: 3 clusters Score -652526.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -652531.625000 Penalty: 4394.666504
	Iteration 31Q: 3 clusters Score -652531.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -652540.062500 Penalty: 4394.666504
	Iteration 32Q: 3 clusters Score -652540.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -652550.312500 Penalty: 4394.666504
	Iteration 33Q: 3 clusters Score -652550.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -652557.687500 Penalty: 4394.666504
	Iteration 34Q: 3 clusters Score -652557.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -652562.750000 Penalty: 4394.666504
	Iteration 35Q: 3 clusters Score -652562.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -652567.187500 Penalty: 4394.666504
	Iteration 36Q: 3 clusters Score -652567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -652568.562500 Penalty: 4394.666504
	Iteration 37Q: 3 clusters Score -652568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -652571.375000 Penalty: 4394.666504
	Iteration 38Q: 3 clusters Score -652571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -652574.500000 Penalty: 4394.666504
	Iteration 39Q: 3 clusters Score -652574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -652578.000000 Penalty: 4394.666504
	Iteration 40F: 3 clusters Score -652578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -652577.750000 Penalty: 4394.666504
	Iteration 41Q: 3 clusters Score -652577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -652577.937500 Penalty: 4394.666504
	Iteration 42Q: 3 clusters Score -652577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -652580.125000 Penalty: 4394.666504
	Iteration 43Q: 3 clusters Score -652580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -652580.312500 Penalty: 4394.666504
	Iteration 44Q: 3 clusters Score -652580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -652580.562500 Penalty: 4394.666504
	Iteration 45Q: 3 clusters Score -652580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -652580.000000 Penalty: 4394.666504
	Iteration 46Q: 3 clusters Score -652580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -652581.375000 Penalty: 4394.666504
	Iteration 47Q: 3 clusters Score -652581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -652583.875000 Penalty: 4394.666504
	Iteration 48Q: 3 clusters Score -652583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -652584.062500 Penalty: 4394.666504
	Iteration 49Q: 3 clusters Score -652584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -652584.125000 Penalty: 4394.666504
	Iteration 50Q: 3 clusters Score -652584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -652584.125000 Penalty: 4394.666504
	Iteration 51F: 3 clusters Score -652584.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (44608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Entering Unmasked Estep 
Score: -4682386.000000 Penalty: 2655.005859
	Iteration 0F: 2 clusters Score -4682386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -4652205.000000 Penalty: 5310.011719
	Iteration 0F: 3 clusters Score -4652205 nChanged 20619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -4663605.500000 Penalty: 5310.011719
	Iteration 1F: 3 clusters Score -4663606 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -4664417.500000 Penalty: 5310.011719
	Iteration 2Q: 3 clusters Score -4664418 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4665332.500000 Penalty: 5310.011719
	Iteration 3Q: 3 clusters Score -4665332 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4666350.000000 Penalty: 5310.011719
	Iteration 4Q: 3 clusters Score -4666350 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4667462.000000 Penalty: 5310.011719
	Iteration 5F: 3 clusters Score -4667462 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4668673.000000 Penalty: 5310.011719
	Iteration 6F: 3 clusters Score -4668673 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -4670031.000000 Penalty: 5310.011719
	Iteration 7F: 3 clusters Score -4670031 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4671462.000000 Penalty: 5310.011719
	Iteration 8F: 3 clusters Score -4671462 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4672880.000000 Penalty: 5310.011719
	Iteration 9F: 3 clusters Score -4672880 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -4674232.500000 Penalty: 5310.011719
	Iteration 10Q: 3 clusters Score -4674232 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4675373.500000 Penalty: 5310.011719
	Iteration 11Q: 3 clusters Score -4675374 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -4676430.000000 Penalty: 5310.011719
	Iteration 12Q: 3 clusters Score -4676430 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4677328.000000 Penalty: 5310.011719
	Iteration 13Q: 3 clusters Score -4677328 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4678024.000000 Penalty: 5310.011719
	Iteration 14Q: 3 clusters Score -4678024 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4678486.000000 Penalty: 5310.011719
	Iteration 15Q: 3 clusters Score -4678486 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4678886.000000 Penalty: 5310.011719
	Iteration 16Q: 3 clusters Score -4678886 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4679183.000000 Penalty: 5310.011719
	Iteration 17Q: 3 clusters Score -4679183 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4679414.500000 Penalty: 5310.011719
	Iteration 18Q: 3 clusters Score -4679414 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4679608.000000 Penalty: 5310.011719
	Iteration 19Q: 3 clusters Score -4679608 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4679748.000000 Penalty: 5310.011719
	Iteration 20F: 3 clusters Score -4679748 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4679847.000000 Penalty: 5310.011719
	Iteration 21Q: 3 clusters Score -4679847 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4679922.000000 Penalty: 5310.011719
	Iteration 22Q: 3 clusters Score -4679922 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4679995.000000 Penalty: 5310.011719
	Iteration 23Q: 3 clusters Score -4679995 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4680056.000000 Penalty: 5310.011719
	Iteration 24Q: 3 clusters Score -4680056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4680082.000000 Penalty: 5310.011719
	Iteration 25Q: 3 clusters Score -4680082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4680131.000000 Penalty: 5310.011719
	Iteration 26Q: 3 clusters Score -4680131 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4680155.500000 Penalty: 5310.011719
	Iteration 27Q: 3 clusters Score -4680156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4680178.500000 Penalty: 5310.011719
	Iteration 28Q: 3 clusters Score -4680178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4680191.000000 Penalty: 5310.011719
	Iteration 29Q: 3 clusters Score -4680191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4680208.000000 Penalty: 5310.011719
	Iteration 30Q: 3 clusters Score -4680208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4680214.000000 Penalty: 5310.011719
	Iteration 31Q: 3 clusters Score -4680214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4680224.500000 Penalty: 5310.011719
	Iteration 32Q: 3 clusters Score -4680224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4680233.000000 Penalty: 5310.011719
	Iteration 33Q: 3 clusters Score -4680233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4680244.000000 Penalty: 5310.011719
	Iteration 34Q: 3 clusters Score -4680244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4680255.500000 Penalty: 5310.011719
	Iteration 35Q: 3 clusters Score -4680256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4680263.000000 Penalty: 5310.011719
	Iteration 36Q: 3 clusters Score -4680263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4680267.000000 Penalty: 5310.011719
	Iteration 37Q: 3 clusters Score -4680267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4680265.000000 Penalty: 5310.011719
	Iteration 38Q: 3 clusters Score -4680265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4680269.000000 Penalty: 5310.011719
	Iteration 39Q: 3 clusters Score -4680269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4680276.000000 Penalty: 5310.011719
	Iteration 40F: 3 clusters Score -4680276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4680287.000000 Penalty: 5310.011719
	Iteration 41Q: 3 clusters Score -4680287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4680295.500000 Penalty: 5310.011719
	Iteration 42Q: 3 clusters Score -4680296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4680309.500000 Penalty: 5310.011719
	Iteration 43Q: 3 clusters Score -4680310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4680325.500000 Penalty: 5310.011719
	Iteration 44Q: 3 clusters Score -4680326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4680335.500000 Penalty: 5310.011719
	Iteration 45Q: 3 clusters Score -4680336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4680343.500000 Penalty: 5310.011719
	Iteration 46Q: 3 clusters Score -4680344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4680334.500000 Penalty: 5310.011719
	Iteration 47Q: 3 clusters Score -4680334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4680336.000000 Penalty: 5310.011719
	Iteration 48Q: 3 clusters Score -4680336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4680337.500000 Penalty: 5310.011719
	Iteration 49Q: 3 clusters Score -4680338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4680343.000000 Penalty: 5310.011719
	Iteration 50Q: 3 clusters Score -4680343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4680340.500000 Penalty: 5310.011719
	Iteration 51Q: 3 clusters Score -4680340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4680340.500000 Penalty: 5310.011719
	Iteration 52F: 3 clusters Score -4680340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -52953.058594 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -52953.06 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 270 members 
Entering Unmasked Estep 
Score: -51396.230469 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -51396.23 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51696.957031 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -51696.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51804.031250 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -51804.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51839.066406 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -51839.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51863.824219 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -51863.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51888.089844 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -51888.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51902.105469 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -51902.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51940.312500 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -51940.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51985.546875 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -51985.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52038.292969 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -52038.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52063.875000 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -52063.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52088.089844 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -52088.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52120.515625 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -52120.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52150.832031 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -52150.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52168.593750 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -52168.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52177.988281 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -52177.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52213.207031 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -52213.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52256.000000 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -52256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52288.074219 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -52288.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52314.222656 Penalty: 3126.099121
	Iteration 19Q: 3 clusters Score -52314.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52326.871094 Penalty: 3126.099121
	Iteration 20F: 3 clusters Score -52326.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52330.535156 Penalty: 3126.099121
	Iteration 21Q: 3 clusters Score -52330.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52330.535156 Penalty: 3126.099121
	Iteration 22F: 3 clusters Score -52330.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -986798.437500 Penalty: 2254.845703
	Iteration 0F: 2 clusters Score -986798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -979786.562500 Penalty: 4509.691406
	Iteration 0F: 3 clusters Score -979786.6 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -981690.437500 Penalty: 4509.691406
	Iteration 1F: 3 clusters Score -981690.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -981983.812500 Penalty: 4509.691406
	Iteration 2F: 3 clusters Score -981983.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -982181.937500 Penalty: 4509.691406
	Iteration 3F: 3 clusters Score -982181.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -982334.875000 Penalty: 4509.691406
	Iteration 4Q: 3 clusters Score -982334.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -982448.750000 Penalty: 4509.691406
	Iteration 5Q: 3 clusters Score -982448.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -982538.562500 Penalty: 4509.691406
	Iteration 6Q: 3 clusters Score -982538.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -982627.000000 Penalty: 4509.691406
	Iteration 7Q: 3 clusters Score -982627 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -982705.687500 Penalty: 4509.691406
	Iteration 8Q: 3 clusters Score -982705.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -982814.125000 Penalty: 4509.691406
	Iteration 9Q: 3 clusters Score -982814.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -982965.500000 Penalty: 4509.691406
	Iteration 10Q: 3 clusters Score -982965.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -983124.687500 Penalty: 4509.691406
	Iteration 11Q: 3 clusters Score -983124.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -983308.562500 Penalty: 4509.691406
	Iteration 12Q: 3 clusters Score -983308.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -983518.250000 Penalty: 4509.691406
	Iteration 13Q: 3 clusters Score -983518.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -983725.812500 Penalty: 4509.691406
	Iteration 14Q: 3 clusters Score -983725.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -983960.812500 Penalty: 4509.691406
	Iteration 15Q: 3 clusters Score -983960.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -984229.125000 Penalty: 4509.691406
	Iteration 16Q: 3 clusters Score -984229.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -984504.000000 Penalty: 4509.691406
	Iteration 17Q: 3 clusters Score -984504 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -984718.625000 Penalty: 4509.691406
	Iteration 18Q: 3 clusters Score -984718.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -984884.000000 Penalty: 4509.691406
	Iteration 19Q: 3 clusters Score -984884 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -985041.937500 Penalty: 4509.691406
	Iteration 20F: 3 clusters Score -985041.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -985178.500000 Penalty: 4509.691406
	Iteration 21Q: 3 clusters Score -985178.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -985266.250000 Penalty: 4509.691406
	Iteration 22Q: 3 clusters Score -985266.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -985335.437500 Penalty: 4509.691406
	Iteration 23Q: 3 clusters Score -985335.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -985409.687500 Penalty: 4509.691406
	Iteration 24Q: 3 clusters Score -985409.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -985488.437500 Penalty: 4509.691406
	Iteration 25Q: 3 clusters Score -985488.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -985559.000000 Penalty: 4509.691406
	Iteration 26Q: 3 clusters Score -985559 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -985593.500000 Penalty: 4509.691406
	Iteration 27Q: 3 clusters Score -985593.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -985616.375000 Penalty: 4509.691406
	Iteration 28Q: 3 clusters Score -985616.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -985639.312500 Penalty: 4509.691406
	Iteration 29Q: 3 clusters Score -985639.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -985656.125000 Penalty: 4509.691406
	Iteration 30Q: 3 clusters Score -985656.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -985672.687500 Penalty: 4509.691406
	Iteration 31Q: 3 clusters Score -985672.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -985694.562500 Penalty: 4509.691406
	Iteration 32Q: 3 clusters Score -985694.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -985707.125000 Penalty: 4509.691406
	Iteration 33Q: 3 clusters Score -985707.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -985714.625000 Penalty: 4509.691406
	Iteration 34Q: 3 clusters Score -985714.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -985721.562500 Penalty: 4509.691406
	Iteration 35Q: 3 clusters Score -985721.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -985724.000000 Penalty: 4509.691406
	Iteration 36Q: 3 clusters Score -985724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -985728.312500 Penalty: 4509.691406
	Iteration 37Q: 3 clusters Score -985728.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -985729.750000 Penalty: 4509.691406
	Iteration 38Q: 3 clusters Score -985729.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -985733.250000 Penalty: 4509.691406
	Iteration 39Q: 3 clusters Score -985733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -985735.750000 Penalty: 4509.691406
	Iteration 40F: 3 clusters Score -985735.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -985737.937500 Penalty: 4509.691406
	Iteration 41Q: 3 clusters Score -985737.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -985738.937500 Penalty: 4509.691406
	Iteration 42Q: 3 clusters Score -985738.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -985742.812500 Penalty: 4509.691406
	Iteration 43Q: 3 clusters Score -985742.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -985743.625000 Penalty: 4509.691406
	Iteration 44Q: 3 clusters Score -985743.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -985748.500000 Penalty: 4509.691406
	Iteration 45Q: 3 clusters Score -985748.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -985749.062500 Penalty: 4509.691406
	Iteration 46Q: 3 clusters Score -985749.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -985751.812500 Penalty: 4509.691406
	Iteration 47Q: 3 clusters Score -985751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -985754.250000 Penalty: 4509.691406
	Iteration 48Q: 3 clusters Score -985754.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -985758.312500 Penalty: 4509.691406
	Iteration 49Q: 3 clusters Score -985758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -985759.937500 Penalty: 4509.691406
	Iteration 50Q: 3 clusters Score -985759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -985759.750000 Penalty: 4509.691406
	Iteration 51Q: 3 clusters Score -985759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -985760.875000 Penalty: 4509.691406
	Iteration 52Q: 3 clusters Score -985760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -985762.937500 Penalty: 4509.691406
	Iteration 53Q: 3 clusters Score -985762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -985762.250000 Penalty: 4509.691406
	Iteration 54Q: 3 clusters Score -985762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -985764.375000 Penalty: 4509.691406
	Iteration 55Q: 3 clusters Score -985764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -985767.062500 Penalty: 4509.691406
	Iteration 56Q: 3 clusters Score -985767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -985767.562500 Penalty: 4509.691406
	Iteration 57Q: 3 clusters Score -985767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -985767.625000 Penalty: 4509.691406
	Iteration 58Q: 3 clusters Score -985767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -985769.437500 Penalty: 4509.691406
	Iteration 59Q: 3 clusters Score -985769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -985769.062500 Penalty: 4509.691406
	Iteration 60F: 3 clusters Score -985769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -985768.437500 Penalty: 4509.691406
	Iteration 61Q: 3 clusters Score -985768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -985768.750000 Penalty: 4509.691406
	Iteration 62Q: 3 clusters Score -985768.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -985768.750000 Penalty: 4509.691406
	Iteration 63F: 3 clusters Score -985768.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 129017 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26826 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12176 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24378 members 
Mstep: Class 50 contains 7949 members 
Mstep: Class 51 contains 13838 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18931 members 
Mstep: Class 55 contains 2718 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 38555 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3029 members 
Mstep: Class 60 contains 7046 members 
Mstep: Class 61 contains 44608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280960.000000 Penalty: 219852.140625
Iteration 199Q: 64 clusters Score -1.39281e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52071 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11418 members 
Mstep: Class 7 contains 129015 members 
Mstep: Class 8 contains 212966 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23106 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 14295 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46628 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 18 contains 6301 members 
Mstep: Class 19 contains 141280 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 8197 members 
Mstep: Class 22 contains 18021 members 
Mstep: Class 23 contains 10455 members 
Mstep: Class 24 contains 12714 members 
Mstep: Class 25 contains 15312 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22119 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26821 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29671 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15385 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12309 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7285 members 
Mstep: Class 42 contains 12211 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17748 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7093 members 
Mstep: Class 49 contains 24386 members 
Mstep: Class 50 contains 7938 members 
Mstep: Class 51 contains 13840 members 
Mstep: Class 52 contains 21930 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18922 members 
Mstep: Class 55 contains 2723 members 
Mstep: Class 56 contains 4931 members 
Mstep: Class 57 contains 38559 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3034 members 
Mstep: Class 60 contains 7044 members 
Mstep: Class 61 contains 44576 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281184.000000 Penalty: 219852.140625
Iteration 200F: 64 clusters Score -1.392812e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 13992 members 
Mstep: Class 3 contains 52077 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 11422 members 
Mstep: Class 7 contains 129012 members 
Mstep: Class 8 contains 212966 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 23025 members 
Mstep: Class 11 contains 11565 members 
Mstep: Class 12 contains 14318 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46627 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4342 members 
Mstep: Class 18 contains 6302 members 
Mstep: Class 19 contains 141279 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 8205 members 
Mstep: Class 22 contains 18021 members 
Mstep: Class 23 contains 10455 members 
Mstep: Class 24 contains 12732 members 
Mstep: Class 25 contains 15310 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22161 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26814 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29677 members 
Mstep: Class 32 contains 8351 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15385 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4663 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12308 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7286 members 
Mstep: Class 42 contains 12239 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17745 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6809 members 
Mstep: Class 47 contains 4474 members 
Mstep: Class 48 contains 7094 members 
Mstep: Class 49 contains 24394 members 
Mstep: Class 50 contains 7931 members 
Mstep: Class 51 contains 13844 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18910 members 
Mstep: Class 55 contains 2727 members 
Mstep: Class 56 contains 4932 members 
Mstep: Class 57 contains 38563 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3034 members 
Mstep: Class 60 contains 7039 members 
Mstep: Class 61 contains 44554 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281184.000000 Penalty: 219852.140625
Iteration 201Q: 64 clusters Score -1.392812e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 13994 members 
Mstep: Class 3 contains 52084 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 11422 members 
Mstep: Class 7 contains 129006 members 
Mstep: Class 8 contains 212964 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 22936 members 
Mstep: Class 11 contains 11559 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46619 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 6303 members 
Mstep: Class 19 contains 141283 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8208 members 
Mstep: Class 22 contains 18020 members 
Mstep: Class 23 contains 10453 members 
Mstep: Class 24 contains 12759 members 
Mstep: Class 25 contains 15305 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22201 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26807 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29682 members 
Mstep: Class 32 contains 8350 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4662 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12303 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7286 members 
Mstep: Class 42 contains 12278 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17748 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6809 members 
Mstep: Class 47 contains 4474 members 
Mstep: Class 48 contains 7094 members 
Mstep: Class 49 contains 24401 members 
Mstep: Class 50 contains 7924 members 
Mstep: Class 51 contains 13847 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18900 members 
Mstep: Class 55 contains 2729 members 
Mstep: Class 56 contains 4932 members 
Mstep: Class 57 contains 38566 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3037 members 
Mstep: Class 60 contains 7040 members 
Mstep: Class 61 contains 44527 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281312.000000 Penalty: 219852.140625
Iteration 202Q: 64 clusters Score -1.392813e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 13994 members 
Mstep: Class 3 contains 52089 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 11426 members 
Mstep: Class 7 contains 129006 members 
Mstep: Class 8 contains 212958 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 22834 members 
Mstep: Class 11 contains 11551 members 
Mstep: Class 12 contains 14349 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46616 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4336 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 141284 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8215 members 
Mstep: Class 22 contains 18020 members 
Mstep: Class 23 contains 10457 members 
Mstep: Class 24 contains 12769 members 
Mstep: Class 25 contains 15303 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22253 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 29682 members 
Mstep: Class 32 contains 8350 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4662 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12303 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7287 members 
Mstep: Class 42 contains 12313 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17748 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4473 members 
Mstep: Class 48 contains 7094 members 
Mstep: Class 49 contains 24405 members 
Mstep: Class 50 contains 7919 members 
Mstep: Class 51 contains 13845 members 
Mstep: Class 52 contains 21930 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18898 members 
Mstep: Class 55 contains 2728 members 
Mstep: Class 56 contains 4932 members 
Mstep: Class 57 contains 38563 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3043 members 
Mstep: Class 60 contains 7041 members 
Mstep: Class 61 contains 44506 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281584.000000 Penalty: 219852.140625
Iteration 203Q: 64 clusters Score -1.392816e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109637 members 
Mstep: Class 2 contains 13991 members 
Mstep: Class 3 contains 52089 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 129006 members 
Mstep: Class 8 contains 212952 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 22730 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 14357 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46620 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 6307 members 
Mstep: Class 19 contains 141283 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 18019 members 
Mstep: Class 23 contains 10462 members 
Mstep: Class 24 contains 12781 members 
Mstep: Class 25 contains 15303 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22301 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26806 members 
Mstep: Class 30 contains 11011 members 
Mstep: Class 31 contains 29682 members 
Mstep: Class 32 contains 8345 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4661 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12301 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7288 members 
Mstep: Class 42 contains 12356 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4473 members 
Mstep: Class 48 contains 7094 members 
Mstep: Class 49 contains 24418 members 
Mstep: Class 50 contains 7918 members 
Mstep: Class 51 contains 13844 members 
Mstep: Class 52 contains 21929 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18896 members 
Mstep: Class 55 contains 2731 members 
Mstep: Class 56 contains 4932 members 
Mstep: Class 57 contains 38558 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3045 members 
Mstep: Class 60 contains 7038 members 
Mstep: Class 61 contains 44482 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281616.000000 Penalty: 219852.140625
Iteration 204Q: 64 clusters Score -1.392816e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109637 members 
Mstep: Class 2 contains 13995 members 
Mstep: Class 3 contains 52090 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 11434 members 
Mstep: Class 7 contains 129006 members 
Mstep: Class 8 contains 212949 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 22633 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 12 contains 14349 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46619 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 141278 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 18019 members 
Mstep: Class 23 contains 10463 members 
Mstep: Class 24 contains 12798 members 
Mstep: Class 25 contains 15300 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22344 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26809 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29681 members 
Mstep: Class 32 contains 8339 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4660 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12296 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7289 members 
Mstep: Class 42 contains 12404 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17753 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4474 members 
Mstep: Class 48 contains 7096 members 
Mstep: Class 49 contains 24423 members 
Mstep: Class 50 contains 7917 members 
Mstep: Class 51 contains 13847 members 
Mstep: Class 52 contains 21925 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18894 members 
Mstep: Class 55 contains 2737 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38560 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3049 members 
Mstep: Class 60 contains 7032 members 
Mstep: Class 61 contains 44456 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281600.000000 Penalty: 219852.140625
Iteration 205Q: 64 clusters Score -1.392816e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52093 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5762 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 129005 members 
Mstep: Class 8 contains 212947 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 11 contains 11533 members 
Mstep: Class 12 contains 14348 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46620 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 6310 members 
Mstep: Class 19 contains 141276 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8233 members 
Mstep: Class 22 contains 18020 members 
Mstep: Class 23 contains 10467 members 
Mstep: Class 24 contains 12808 members 
Mstep: Class 25 contains 15301 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22400 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26811 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29682 members 
Mstep: Class 32 contains 8334 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4660 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12293 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7290 members 
Mstep: Class 42 contains 12453 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17755 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6812 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7098 members 
Mstep: Class 49 contains 24433 members 
Mstep: Class 50 contains 7913 members 
Mstep: Class 51 contains 13847 members 
Mstep: Class 52 contains 21919 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18891 members 
Mstep: Class 55 contains 2746 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38572 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3049 members 
Mstep: Class 60 contains 7023 members 
Mstep: Class 61 contains 44426 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281920.000000 Penalty: 219852.140625
Iteration 206Q: 64 clusters Score -1.392819e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52093 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 5763 members 
Mstep: Class 6 contains 11435 members 
Mstep: Class 7 contains 129005 members 
Mstep: Class 8 contains 212952 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 22419 members 
Mstep: Class 11 contains 11524 members 
Mstep: Class 12 contains 14353 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46618 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 141276 members 
Mstep: Class 20 contains 2947 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 18016 members 
Mstep: Class 23 contains 10471 members 
Mstep: Class 24 contains 12822 members 
Mstep: Class 25 contains 15297 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22463 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26812 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29681 members 
Mstep: Class 32 contains 8332 members 
Mstep: Class 33 contains 4686 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4660 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12291 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7289 members 
Mstep: Class 42 contains 12486 members 
Mstep: Class 43 contains 5536 members 
Mstep: Class 44 contains 17758 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6812 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7098 members 
Mstep: Class 49 contains 24440 members 
Mstep: Class 50 contains 7902 members 
Mstep: Class 51 contains 13849 members 
Mstep: Class 52 contains 21913 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18891 members 
Mstep: Class 55 contains 2752 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38580 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3050 members 
Mstep: Class 60 contains 7019 members 
Mstep: Class 61 contains 44410 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281840.000000 Penalty: 219852.140625
Iteration 207Q: 64 clusters Score -1.392818e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 13999 members 
Mstep: Class 3 contains 52096 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 5762 members 
Mstep: Class 6 contains 11436 members 
Mstep: Class 7 contains 129005 members 
Mstep: Class 8 contains 212951 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 22325 members 
Mstep: Class 11 contains 11515 members 
Mstep: Class 12 contains 14355 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46618 members 
Mstep: Class 15 contains 14168 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4321 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 141279 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 8241 members 
Mstep: Class 22 contains 18012 members 
Mstep: Class 23 contains 10472 members 
Mstep: Class 24 contains 12831 members 
Mstep: Class 25 contains 15290 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22535 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26814 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29679 members 
Mstep: Class 32 contains 8331 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4660 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12289 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7289 members 
Mstep: Class 42 contains 12517 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17763 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6811 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7096 members 
Mstep: Class 49 contains 24445 members 
Mstep: Class 50 contains 7894 members 
Mstep: Class 51 contains 13851 members 
Mstep: Class 52 contains 21904 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18888 members 
Mstep: Class 55 contains 2758 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38583 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3050 members 
Mstep: Class 60 contains 7020 members 
Mstep: Class 61 contains 44389 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281824.000000 Penalty: 219852.140625
Iteration 208Q: 64 clusters Score -1.392818e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 14002 members 
Mstep: Class 3 contains 52099 members 
Mstep: Class 4 contains 7746 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 11437 members 
Mstep: Class 7 contains 129004 members 
Mstep: Class 8 contains 212950 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 22216 members 
Mstep: Class 11 contains 11501 members 
Mstep: Class 12 contains 14360 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46612 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 141280 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 18009 members 
Mstep: Class 23 contains 10471 members 
Mstep: Class 24 contains 12842 members 
Mstep: Class 25 contains 15288 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22608 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26813 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29676 members 
Mstep: Class 32 contains 8329 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4660 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12287 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7290 members 
Mstep: Class 42 contains 12556 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17764 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4477 members 
Mstep: Class 48 contains 7099 members 
Mstep: Class 49 contains 24447 members 
Mstep: Class 50 contains 7885 members 
Mstep: Class 51 contains 13851 members 
Mstep: Class 52 contains 21898 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18886 members 
Mstep: Class 55 contains 2765 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38590 members 
Mstep: Class 58 contains 1827 members 
Mstep: Class 59 contains 3050 members 
Mstep: Class 60 contains 7024 members 
Mstep: Class 61 contains 44377 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 8999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281872.000000 Penalty: 219852.140625
Iteration 209Q: 64 clusters Score -1.392819e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 14002 members 
Mstep: Class 3 contains 52099 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11438 members 
Mstep: Class 7 contains 129001 members 
Mstep: Class 8 contains 212954 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 22101 members 
Mstep: Class 11 contains 11490 members 
Mstep: Class 12 contains 14360 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46610 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 4319 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 141275 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 8249 members 
Mstep: Class 22 contains 18008 members 
Mstep: Class 23 contains 10476 members 
Mstep: Class 24 contains 12855 members 
Mstep: Class 25 contains 15290 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22680 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26813 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29674 members 
Mstep: Class 32 contains 8327 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4658 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12286 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7290 members 
Mstep: Class 42 contains 12609 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17772 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4478 members 
Mstep: Class 48 contains 7099 members 
Mstep: Class 49 contains 24451 members 
Mstep: Class 50 contains 7875 members 
Mstep: Class 51 contains 13852 members 
Mstep: Class 52 contains 21886 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18884 members 
Mstep: Class 55 contains 2770 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38598 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3051 members 
Mstep: Class 60 contains 7025 members 
Mstep: Class 61 contains 44361 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281808.000000 Penalty: 219852.140625
Iteration 210Q: 64 clusters Score -1.392818e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 52101 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 11438 members 
Mstep: Class 7 contains 128999 members 
Mstep: Class 8 contains 212957 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 21971 members 
Mstep: Class 11 contains 11483 members 
Mstep: Class 12 contains 14367 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46612 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 141269 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 8250 members 
Mstep: Class 22 contains 18003 members 
Mstep: Class 23 contains 10477 members 
Mstep: Class 24 contains 12865 members 
Mstep: Class 25 contains 15293 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22757 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26814 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29673 members 
Mstep: Class 32 contains 8326 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4658 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12288 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7290 members 
Mstep: Class 42 contains 12660 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17777 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6810 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7100 members 
Mstep: Class 49 contains 24456 members 
Mstep: Class 50 contains 7868 members 
Mstep: Class 51 contains 13855 members 
Mstep: Class 52 contains 21887 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18882 members 
Mstep: Class 55 contains 2770 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38599 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3051 members 
Mstep: Class 60 contains 7026 members 
Mstep: Class 61 contains 44343 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281776.000000 Penalty: 219852.140625
Iteration 211Q: 64 clusters Score -1.392818e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 14005 members 
Mstep: Class 3 contains 52103 members 
Mstep: Class 4 contains 7746 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 11443 members 
Mstep: Class 7 contains 128996 members 
Mstep: Class 8 contains 212957 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 21832 members 
Mstep: Class 11 contains 11474 members 
Mstep: Class 12 contains 14368 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 46606 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 141269 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 8258 members 
Mstep: Class 22 contains 18003 members 
Mstep: Class 23 contains 10475 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 15290 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22841 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26814 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29675 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4657 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12285 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7290 members 
Mstep: Class 42 contains 12717 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17779 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6809 members 
Mstep: Class 47 contains 4483 members 
Mstep: Class 48 contains 7100 members 
Mstep: Class 49 contains 24461 members 
Mstep: Class 50 contains 7859 members 
Mstep: Class 51 contains 13859 members 
Mstep: Class 52 contains 21887 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18880 members 
Mstep: Class 55 contains 2773 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38604 members 
Mstep: Class 58 contains 1829 members 
Mstep: Class 59 contains 3051 members 
Mstep: Class 60 contains 7029 members 
Mstep: Class 61 contains 44335 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281696.000000 Penalty: 219852.140625
Iteration 212Q: 64 clusters Score -1.392817e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109624 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 52109 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 11445 members 
Mstep: Class 7 contains 128995 members 
Mstep: Class 8 contains 212956 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 21680 members 
Mstep: Class 11 contains 11464 members 
Mstep: Class 12 contains 14368 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 46602 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 141268 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 8261 members 
Mstep: Class 22 contains 18001 members 
Mstep: Class 23 contains 10480 members 
Mstep: Class 24 contains 12893 members 
Mstep: Class 25 contains 15288 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 22931 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26819 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29675 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4657 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12281 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7290 members 
Mstep: Class 42 contains 12775 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17785 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7101 members 
Mstep: Class 49 contains 24463 members 
Mstep: Class 50 contains 7853 members 
Mstep: Class 51 contains 13859 members 
Mstep: Class 52 contains 21889 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18879 members 
Mstep: Class 55 contains 2775 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38609 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3051 members 
Mstep: Class 60 contains 7028 members 
Mstep: Class 61 contains 44326 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281840.000000 Penalty: 219852.140625
Iteration 213Q: 64 clusters Score -1.392818e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109622 members 
Mstep: Class 2 contains 14003 members 
Mstep: Class 3 contains 52110 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 11446 members 
Mstep: Class 7 contains 128994 members 
Mstep: Class 8 contains 212956 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 21514 members 
Mstep: Class 11 contains 11450 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 46606 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6316 members 
Mstep: Class 19 contains 141263 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 8266 members 
Mstep: Class 22 contains 18001 members 
Mstep: Class 23 contains 10487 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 15286 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 23041 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26820 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29675 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4656 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12278 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7291 members 
Mstep: Class 42 contains 12830 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17795 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4485 members 
Mstep: Class 48 contains 7097 members 
Mstep: Class 49 contains 24463 members 
Mstep: Class 50 contains 7845 members 
Mstep: Class 51 contains 13860 members 
Mstep: Class 52 contains 21889 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18880 members 
Mstep: Class 55 contains 2779 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38621 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3051 members 
Mstep: Class 60 contains 7025 members 
Mstep: Class 61 contains 44316 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281856.000000 Penalty: 219852.140625
Iteration 214Q: 64 clusters Score -1.392819e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 52112 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 11450 members 
Mstep: Class 7 contains 128994 members 
Mstep: Class 8 contains 212957 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 21356 members 
Mstep: Class 11 contains 11436 members 
Mstep: Class 12 contains 14361 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 46612 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4271 members 
Mstep: Class 18 contains 6316 members 
Mstep: Class 19 contains 141261 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 8272 members 
Mstep: Class 22 contains 17998 members 
Mstep: Class 23 contains 10494 members 
Mstep: Class 24 contains 12944 members 
Mstep: Class 25 contains 15284 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 23132 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26821 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29674 members 
Mstep: Class 32 contains 8322 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4653 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12276 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7292 members 
Mstep: Class 42 contains 12885 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17797 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7093 members 
Mstep: Class 49 contains 24467 members 
Mstep: Class 50 contains 7837 members 
Mstep: Class 51 contains 13865 members 
Mstep: Class 52 contains 21887 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18880 members 
Mstep: Class 55 contains 2783 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38627 members 
Mstep: Class 58 contains 1828 members 
Mstep: Class 59 contains 3053 members 
Mstep: Class 60 contains 7021 members 
Mstep: Class 61 contains 44290 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282016.000000 Penalty: 219852.140625
Iteration 215Q: 64 clusters Score -1.39282e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 52113 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 128995 members 
Mstep: Class 8 contains 212962 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 21186 members 
Mstep: Class 11 contains 11420 members 
Mstep: Class 12 contains 14366 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 46619 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 141258 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 8272 members 
Mstep: Class 22 contains 17996 members 
Mstep: Class 23 contains 10497 members 
Mstep: Class 24 contains 12957 members 
Mstep: Class 25 contains 15281 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 23235 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26819 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29672 members 
Mstep: Class 32 contains 8321 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4649 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12279 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7294 members 
Mstep: Class 42 contains 12942 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17799 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4486 members 
Mstep: Class 48 contains 7090 members 
Mstep: Class 49 contains 24470 members 
Mstep: Class 50 contains 7822 members 
Mstep: Class 51 contains 13868 members 
Mstep: Class 52 contains 21887 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18880 members 
Mstep: Class 55 contains 2787 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38630 members 
Mstep: Class 58 contains 1827 members 
Mstep: Class 59 contains 3055 members 
Mstep: Class 60 contains 7027 members 
Mstep: Class 61 contains 44278 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282016.000000 Penalty: 219852.140625
Iteration 216Q: 64 clusters Score -1.39282e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 52115 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 11458 members 
Mstep: Class 7 contains 128994 members 
Mstep: Class 8 contains 212963 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 21012 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 14372 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 46622 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 141257 members 
Mstep: Class 20 contains 2965 members 
Mstep: Class 21 contains 8276 members 
Mstep: Class 22 contains 17994 members 
Mstep: Class 23 contains 10499 members 
Mstep: Class 24 contains 12963 members 
Mstep: Class 25 contains 15279 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 23350 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26820 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29673 members 
Mstep: Class 32 contains 8322 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4643 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12280 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7295 members 
Mstep: Class 42 contains 12997 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17803 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7091 members 
Mstep: Class 49 contains 24471 members 
Mstep: Class 50 contains 7806 members 
Mstep: Class 51 contains 13869 members 
Mstep: Class 52 contains 21888 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18881 members 
Mstep: Class 55 contains 2794 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38628 members 
Mstep: Class 58 contains 1827 members 
Mstep: Class 59 contains 3060 members 
Mstep: Class 60 contains 7034 members 
Mstep: Class 61 contains 44268 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282112.000000 Penalty: 219852.140625
Iteration 217Q: 64 clusters Score -1.392821e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 52124 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 11463 members 
Mstep: Class 7 contains 128994 members 
Mstep: Class 8 contains 212966 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 20846 members 
Mstep: Class 11 contains 11391 members 
Mstep: Class 12 contains 14369 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 46629 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 6324 members 
Mstep: Class 19 contains 141255 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 8280 members 
Mstep: Class 22 contains 17993 members 
Mstep: Class 23 contains 10504 members 
Mstep: Class 24 contains 12971 members 
Mstep: Class 25 contains 15275 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 23468 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26821 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29674 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15379 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4637 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12283 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7295 members 
Mstep: Class 42 contains 13053 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17806 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4485 members 
Mstep: Class 48 contains 7091 members 
Mstep: Class 49 contains 24473 members 
Mstep: Class 50 contains 7792 members 
Mstep: Class 51 contains 13871 members 
Mstep: Class 52 contains 21883 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18876 members 
Mstep: Class 55 contains 2797 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38623 members 
Mstep: Class 58 contains 1826 members 
Mstep: Class 59 contains 3064 members 
Mstep: Class 60 contains 7032 members 
Mstep: Class 61 contains 44249 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282080.000000 Penalty: 219852.140625
Iteration 218Q: 64 clusters Score -1.392821e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 52129 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11467 members 
Mstep: Class 7 contains 128993 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 20689 members 
Mstep: Class 11 contains 11386 members 
Mstep: Class 12 contains 14372 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 46633 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 141254 members 
Mstep: Class 20 contains 2967 members 
Mstep: Class 21 contains 8284 members 
Mstep: Class 22 contains 17994 members 
Mstep: Class 23 contains 10510 members 
Mstep: Class 24 contains 12971 members 
Mstep: Class 25 contains 15275 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 23579 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26823 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29675 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15379 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12277 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7297 members 
Mstep: Class 42 contains 13103 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17808 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24473 members 
Mstep: Class 50 contains 7781 members 
Mstep: Class 51 contains 13870 members 
Mstep: Class 52 contains 21883 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18876 members 
Mstep: Class 55 contains 2804 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38622 members 
Mstep: Class 58 contains 1824 members 
Mstep: Class 59 contains 3065 members 
Mstep: Class 60 contains 7021 members 
Mstep: Class 61 contains 44233 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281968.000000 Penalty: 219852.140625
Iteration 219Q: 64 clusters Score -1.39282e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 52132 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11470 members 
Mstep: Class 7 contains 128993 members 
Mstep: Class 8 contains 212969 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 20493 members 
Mstep: Class 11 contains 11383 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 46637 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 6335 members 
Mstep: Class 19 contains 141253 members 
Mstep: Class 20 contains 2969 members 
Mstep: Class 21 contains 8281 members 
Mstep: Class 22 contains 17995 members 
Mstep: Class 23 contains 10511 members 
Mstep: Class 24 contains 12975 members 
Mstep: Class 25 contains 15275 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 23707 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26822 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29676 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12269 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7297 members 
Mstep: Class 42 contains 13162 members 
Mstep: Class 43 contains 5537 members 
Mstep: Class 44 contains 17806 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7091 members 
Mstep: Class 49 contains 24474 members 
Mstep: Class 50 contains 7774 members 
Mstep: Class 51 contains 13872 members 
Mstep: Class 52 contains 21887 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18872 members 
Mstep: Class 55 contains 2808 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38632 members 
Mstep: Class 58 contains 1823 members 
Mstep: Class 59 contains 3067 members 
Mstep: Class 60 contains 7015 members 
Mstep: Class 61 contains 44226 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282288.000000 Penalty: 219852.140625
Iteration 220F: 64 clusters Score -1.392823e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109640 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 52135 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 11470 members 
Mstep: Class 7 contains 128994 members 
Mstep: Class 8 contains 212971 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 20299 members 
Mstep: Class 11 contains 11376 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 46636 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 6341 members 
Mstep: Class 19 contains 141253 members 
Mstep: Class 20 contains 2971 members 
Mstep: Class 21 contains 8278 members 
Mstep: Class 22 contains 17997 members 
Mstep: Class 23 contains 10516 members 
Mstep: Class 24 contains 12984 members 
Mstep: Class 25 contains 15272 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 23844 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26820 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29674 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12267 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7297 members 
Mstep: Class 42 contains 13199 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17804 members 
Mstep: Class 45 contains 1054 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4486 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24474 members 
Mstep: Class 50 contains 7770 members 
Mstep: Class 51 contains 13875 members 
Mstep: Class 52 contains 21889 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18869 members 
Mstep: Class 55 contains 2808 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38637 members 
Mstep: Class 58 contains 1821 members 
Mstep: Class 59 contains 3070 members 
Mstep: Class 60 contains 7014 members 
Mstep: Class 61 contains 44214 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282384.000000 Penalty: 219852.140625
Iteration 221Q: 64 clusters Score -1.392824e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 52139 members 
Mstep: Class 4 contains 7752 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11472 members 
Mstep: Class 7 contains 128992 members 
Mstep: Class 8 contains 212973 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 20119 members 
Mstep: Class 11 contains 11366 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 46640 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 6344 members 
Mstep: Class 19 contains 141255 members 
Mstep: Class 20 contains 2973 members 
Mstep: Class 21 contains 8276 members 
Mstep: Class 22 contains 17998 members 
Mstep: Class 23 contains 10514 members 
Mstep: Class 24 contains 12983 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 23966 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26817 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29672 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4623 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12265 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7297 members 
Mstep: Class 42 contains 13241 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17804 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4488 members 
Mstep: Class 48 contains 7088 members 
Mstep: Class 49 contains 24476 members 
Mstep: Class 50 contains 7763 members 
Mstep: Class 51 contains 13879 members 
Mstep: Class 52 contains 21893 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18867 members 
Mstep: Class 55 contains 2812 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38649 members 
Mstep: Class 58 contains 1822 members 
Mstep: Class 59 contains 3072 members 
Mstep: Class 60 contains 7014 members 
Mstep: Class 61 contains 44201 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282176.000000 Penalty: 219852.140625
Iteration 222Q: 64 clusters Score -1.392822e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 14003 members 
Mstep: Class 3 contains 52144 members 
Mstep: Class 4 contains 7752 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11473 members 
Mstep: Class 7 contains 128987 members 
Mstep: Class 8 contains 212976 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 19938 members 
Mstep: Class 11 contains 11354 members 
Mstep: Class 12 contains 14389 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 46641 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 141252 members 
Mstep: Class 20 contains 2975 members 
Mstep: Class 21 contains 8279 members 
Mstep: Class 22 contains 17998 members 
Mstep: Class 23 contains 10512 members 
Mstep: Class 24 contains 13001 members 
Mstep: Class 25 contains 15271 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 24077 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26817 members 
Mstep: Class 30 contains 11011 members 
Mstep: Class 31 contains 29674 members 
Mstep: Class 32 contains 8321 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12265 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7297 members 
Mstep: Class 42 contains 13282 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17807 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4489 members 
Mstep: Class 48 contains 7083 members 
Mstep: Class 49 contains 24479 members 
Mstep: Class 50 contains 7745 members 
Mstep: Class 51 contains 13882 members 
Mstep: Class 52 contains 21901 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18867 members 
Mstep: Class 55 contains 2814 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38667 members 
Mstep: Class 58 contains 1822 members 
Mstep: Class 59 contains 3076 members 
Mstep: Class 60 contains 7020 members 
Mstep: Class 61 contains 44188 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282400.000000 Penalty: 219852.140625
Iteration 223Q: 64 clusters Score -1.392824e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 14003 members 
Mstep: Class 3 contains 52152 members 
Mstep: Class 4 contains 7753 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 11475 members 
Mstep: Class 7 contains 128985 members 
Mstep: Class 8 contains 212975 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 19779 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 14394 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 46641 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 141250 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 8283 members 
Mstep: Class 22 contains 17999 members 
Mstep: Class 23 contains 10514 members 
Mstep: Class 24 contains 13008 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 24178 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26814 members 
Mstep: Class 30 contains 11011 members 
Mstep: Class 31 contains 29674 members 
Mstep: Class 32 contains 8319 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4618 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12261 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7297 members 
Mstep: Class 42 contains 13316 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17810 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4490 members 
Mstep: Class 48 contains 7080 members 
Mstep: Class 49 contains 24481 members 
Mstep: Class 50 contains 7734 members 
Mstep: Class 51 contains 13883 members 
Mstep: Class 52 contains 21902 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18868 members 
Mstep: Class 55 contains 2815 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38684 members 
Mstep: Class 58 contains 1821 members 
Mstep: Class 59 contains 3079 members 
Mstep: Class 60 contains 7023 members 
Mstep: Class 61 contains 44176 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282384.000000 Penalty: 219852.140625
Iteration 224Q: 64 clusters Score -1.392824e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 14000 members 
Mstep: Class 3 contains 52155 members 
Mstep: Class 4 contains 7753 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11477 members 
Mstep: Class 7 contains 128983 members 
Mstep: Class 8 contains 212982 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 19623 members 
Mstep: Class 11 contains 11328 members 
Mstep: Class 12 contains 14404 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 46641 members 
Mstep: Class 15 contains 14167 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4253 members 
Mstep: Class 18 contains 6352 members 
Mstep: Class 19 contains 141251 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 21 contains 8286 members 
Mstep: Class 22 contains 18001 members 
Mstep: Class 23 contains 10517 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 15268 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 24272 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26813 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29674 members 
Mstep: Class 32 contains 8319 members 
Mstep: Class 33 contains 4694 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4616 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7297 members 
Mstep: Class 42 contains 13344 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17811 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4490 members 
Mstep: Class 48 contains 7082 members 
Mstep: Class 49 contains 24485 members 
Mstep: Class 50 contains 7718 members 
Mstep: Class 51 contains 13884 members 
Mstep: Class 52 contains 21905 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18868 members 
Mstep: Class 55 contains 2818 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38705 members 
Mstep: Class 58 contains 1821 members 
Mstep: Class 59 contains 3080 members 
Mstep: Class 60 contains 7027 members 
Mstep: Class 61 contains 44159 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282288.000000 Penalty: 219852.140625
Iteration 225Q: 64 clusters Score -1.392823e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 13998 members 
Mstep: Class 3 contains 52158 members 
Mstep: Class 4 contains 7752 members 
Mstep: Class 5 contains 5751 members 
Mstep: Class 6 contains 11478 members 
Mstep: Class 7 contains 128980 members 
Mstep: Class 8 contains 212984 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 19475 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 14416 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 46646 members 
Mstep: Class 15 contains 14169 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 141251 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 8285 members 
Mstep: Class 22 contains 17998 members 
Mstep: Class 23 contains 10518 members 
Mstep: Class 24 contains 13024 members 
Mstep: Class 25 contains 15268 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 24380 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26813 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29674 members 
Mstep: Class 32 contains 8316 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12256 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 7296 members 
Mstep: Class 42 contains 13379 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17812 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4490 members 
Mstep: Class 48 contains 7085 members 
Mstep: Class 49 contains 24485 members 
Mstep: Class 50 contains 7705 members 
Mstep: Class 51 contains 13884 members 
Mstep: Class 52 contains 21897 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18867 members 
Mstep: Class 55 contains 2822 members 
Mstep: Class 56 contains 4935 members 
Mstep: Class 57 contains 38716 members 
Mstep: Class 58 contains 1818 members 
Mstep: Class 59 contains 3080 members 
Mstep: Class 60 contains 7029 members 
Mstep: Class 61 contains 44145 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282272.000000 Penalty: 219852.140625
Iteration 226Q: 64 clusters Score -1.392823e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52166 members 
Mstep: Class 4 contains 7753 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 11478 members 
Mstep: Class 7 contains 128977 members 
Mstep: Class 8 contains 212985 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 19316 members 
Mstep: Class 11 contains 11310 members 
Mstep: Class 12 contains 14427 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 46641 members 
Mstep: Class 15 contains 14170 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 141252 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 8283 members 
Mstep: Class 22 contains 17996 members 
Mstep: Class 23 contains 10524 members 
Mstep: Class 24 contains 13036 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 24485 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26812 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29675 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15379 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12255 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7296 members 
Mstep: Class 42 contains 13407 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17814 members 
Mstep: Class 45 contains 1055 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4489 members 
Mstep: Class 48 contains 7089 members 
Mstep: Class 49 contains 24488 members 
Mstep: Class 50 contains 7693 members 
Mstep: Class 51 contains 13884 members 
Mstep: Class 52 contains 21896 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18863 members 
Mstep: Class 55 contains 2825 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 38736 members 
Mstep: Class 58 contains 1816 members 
Mstep: Class 59 contains 3078 members 
Mstep: Class 60 contains 7024 members 
Mstep: Class 61 contains 44142 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282208.000000 Penalty: 219852.140625
Iteration 227Q: 64 clusters Score -1.392822e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 13994 members 
Mstep: Class 3 contains 52177 members 
Mstep: Class 4 contains 7755 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 11479 members 
Mstep: Class 7 contains 128976 members 
Mstep: Class 8 contains 212992 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 19154 members 
Mstep: Class 11 contains 11302 members 
Mstep: Class 12 contains 14435 members 
Mstep: Class 13 contains 3686 members 
Mstep: Class 14 contains 46646 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4248 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 141248 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 8288 members 
Mstep: Class 22 contains 17994 members 
Mstep: Class 23 contains 10522 members 
Mstep: Class 24 contains 13039 members 
Mstep: Class 25 contains 15267 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 24594 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26808 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29673 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15378 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4605 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12254 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7296 members 
Mstep: Class 42 contains 13433 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17816 members 
Mstep: Class 45 contains 1056 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7088 members 
Mstep: Class 49 contains 24494 members 
Mstep: Class 50 contains 7682 members 
Mstep: Class 51 contains 13886 members 
Mstep: Class 52 contains 21890 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18862 members 
Mstep: Class 55 contains 2833 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 38765 members 
Mstep: Class 58 contains 1815 members 
Mstep: Class 59 contains 3079 members 
Mstep: Class 60 contains 7023 members 
Mstep: Class 61 contains 44112 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282352.000000 Penalty: 219852.140625
Iteration 228Q: 64 clusters Score -1.392824e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 13992 members 
Mstep: Class 3 contains 52185 members 
Mstep: Class 4 contains 7757 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11484 members 
Mstep: Class 7 contains 128974 members 
Mstep: Class 8 contains 212987 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 18983 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 14446 members 
Mstep: Class 13 contains 3687 members 
Mstep: Class 14 contains 46644 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4248 members 
Mstep: Class 18 contains 6372 members 
Mstep: Class 19 contains 141247 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 8286 members 
Mstep: Class 22 contains 17990 members 
Mstep: Class 23 contains 10520 members 
Mstep: Class 24 contains 13042 members 
Mstep: Class 25 contains 15268 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 24703 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26804 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29672 members 
Mstep: Class 32 contains 8311 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15379 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4605 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12253 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7296 members 
Mstep: Class 42 contains 13457 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17817 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4488 members 
Mstep: Class 48 contains 7088 members 
Mstep: Class 49 contains 24496 members 
Mstep: Class 50 contains 7677 members 
Mstep: Class 51 contains 13887 members 
Mstep: Class 52 contains 21887 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2837 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38798 members 
Mstep: Class 58 contains 1815 members 
Mstep: Class 59 contains 3079 members 
Mstep: Class 60 contains 7019 members 
Mstep: Class 61 contains 44099 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282560.000000 Penalty: 219852.140625
Iteration 229Q: 64 clusters Score -1.392826e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 13991 members 
Mstep: Class 3 contains 52190 members 
Mstep: Class 4 contains 7756 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 128973 members 
Mstep: Class 8 contains 212987 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 18833 members 
Mstep: Class 11 contains 11284 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 46651 members 
Mstep: Class 15 contains 14170 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 18 contains 6375 members 
Mstep: Class 19 contains 141243 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 8291 members 
Mstep: Class 22 contains 17985 members 
Mstep: Class 23 contains 10517 members 
Mstep: Class 24 contains 13043 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 24804 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26800 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29668 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15380 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4605 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12254 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7297 members 
Mstep: Class 42 contains 13477 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17818 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7091 members 
Mstep: Class 49 contains 24496 members 
Mstep: Class 50 contains 7676 members 
Mstep: Class 51 contains 13888 members 
Mstep: Class 52 contains 21882 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18860 members 
Mstep: Class 55 contains 2839 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38827 members 
Mstep: Class 58 contains 1814 members 
Mstep: Class 59 contains 3080 members 
Mstep: Class 60 contains 7027 members 
Mstep: Class 61 contains 44084 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282544.000000 Penalty: 219852.140625
Iteration 230Q: 64 clusters Score -1.392825e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 52191 members 
Mstep: Class 4 contains 7755 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 11495 members 
Mstep: Class 7 contains 128971 members 
Mstep: Class 8 contains 212991 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 18663 members 
Mstep: Class 11 contains 11272 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 3686 members 
Mstep: Class 14 contains 46654 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 4240 members 
Mstep: Class 18 contains 6373 members 
Mstep: Class 19 contains 141236 members 
Mstep: Class 20 contains 2996 members 
Mstep: Class 21 contains 8293 members 
Mstep: Class 22 contains 17981 members 
Mstep: Class 23 contains 10518 members 
Mstep: Class 24 contains 13040 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 24929 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26800 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4604 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12259 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7298 members 
Mstep: Class 42 contains 13490 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17819 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7089 members 
Mstep: Class 49 contains 24497 members 
Mstep: Class 50 contains 7677 members 
Mstep: Class 51 contains 13891 members 
Mstep: Class 52 contains 21878 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2844 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 38864 members 
Mstep: Class 58 contains 1814 members 
Mstep: Class 59 contains 3083 members 
Mstep: Class 60 contains 7033 members 
Mstep: Class 61 contains 44065 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282752.000000 Penalty: 219852.140625
Iteration 231Q: 64 clusters Score -1.392828e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 13989 members 
Mstep: Class 3 contains 52193 members 
Mstep: Class 4 contains 7756 members 
Mstep: Class 5 contains 5751 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 128968 members 
Mstep: Class 8 contains 212993 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 46658 members 
Mstep: Class 15 contains 14172 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 18 contains 6375 members 
Mstep: Class 19 contains 141231 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 8297 members 
Mstep: Class 22 contains 17977 members 
Mstep: Class 23 contains 10515 members 
Mstep: Class 24 contains 13043 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 25056 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26800 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29668 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4604 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12260 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7298 members 
Mstep: Class 42 contains 13498 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17823 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4488 members 
Mstep: Class 48 contains 7091 members 
Mstep: Class 49 contains 24500 members 
Mstep: Class 50 contains 7672 members 
Mstep: Class 51 contains 13893 members 
Mstep: Class 52 contains 21877 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2846 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 38880 members 
Mstep: Class 58 contains 1813 members 
Mstep: Class 59 contains 3084 members 
Mstep: Class 60 contains 7047 members 
Mstep: Class 61 contains 44046 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282704.000000 Penalty: 219852.140625
Iteration 232Q: 64 clusters Score -1.392827e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 52195 members 
Mstep: Class 4 contains 7757 members 
Mstep: Class 5 contains 5751 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 128968 members 
Mstep: Class 8 contains 212989 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 18346 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 14450 members 
Mstep: Class 13 contains 3694 members 
Mstep: Class 14 contains 46663 members 
Mstep: Class 15 contains 14172 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4228 members 
Mstep: Class 18 contains 6375 members 
Mstep: Class 19 contains 141228 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 17975 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13041 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 25197 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26799 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29668 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4686 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4604 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12263 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7298 members 
Mstep: Class 42 contains 13510 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17823 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4489 members 
Mstep: Class 48 contains 7091 members 
Mstep: Class 49 contains 24505 members 
Mstep: Class 50 contains 7670 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21875 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2849 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 38890 members 
Mstep: Class 58 contains 1812 members 
Mstep: Class 59 contains 3084 members 
Mstep: Class 60 contains 7068 members 
Mstep: Class 61 contains 44038 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282880.000000 Penalty: 219852.140625
Iteration 233Q: 64 clusters Score -1.392829e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 13989 members 
Mstep: Class 3 contains 52197 members 
Mstep: Class 4 contains 7757 members 
Mstep: Class 5 contains 5751 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 128968 members 
Mstep: Class 8 contains 212989 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 18201 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 14456 members 
Mstep: Class 13 contains 3697 members 
Mstep: Class 14 contains 46665 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 4231 members 
Mstep: Class 18 contains 6377 members 
Mstep: Class 19 contains 141231 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 8299 members 
Mstep: Class 22 contains 17969 members 
Mstep: Class 23 contains 10508 members 
Mstep: Class 24 contains 13034 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 25321 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26798 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4686 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4604 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12262 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7298 members 
Mstep: Class 42 contains 13522 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17826 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4486 members 
Mstep: Class 48 contains 7095 members 
Mstep: Class 49 contains 24507 members 
Mstep: Class 50 contains 7665 members 
Mstep: Class 51 contains 13894 members 
Mstep: Class 52 contains 21876 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2850 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 38901 members 
Mstep: Class 58 contains 1812 members 
Mstep: Class 59 contains 3084 members 
Mstep: Class 60 contains 7074 members 
Mstep: Class 61 contains 44028 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283104.000000 Penalty: 219852.140625
Iteration 234Q: 64 clusters Score -1.392831e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52196 members 
Mstep: Class 4 contains 7760 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 128968 members 
Mstep: Class 8 contains 212991 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 18040 members 
Mstep: Class 11 contains 11220 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 3701 members 
Mstep: Class 14 contains 46665 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 4233 members 
Mstep: Class 18 contains 6378 members 
Mstep: Class 19 contains 141229 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 8299 members 
Mstep: Class 22 contains 17967 members 
Mstep: Class 23 contains 10505 members 
Mstep: Class 24 contains 13034 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 25446 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26799 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29668 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4603 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12266 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7298 members 
Mstep: Class 42 contains 13532 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17829 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7096 members 
Mstep: Class 49 contains 24509 members 
Mstep: Class 50 contains 7663 members 
Mstep: Class 51 contains 13895 members 
Mstep: Class 52 contains 21877 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2850 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 38918 members 
Mstep: Class 58 contains 1812 members 
Mstep: Class 59 contains 3086 members 
Mstep: Class 60 contains 7076 members 
Mstep: Class 61 contains 44009 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283056.000000 Penalty: 219852.140625
Iteration 235Q: 64 clusters Score -1.392831e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52200 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 212996 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17870 members 
Mstep: Class 11 contains 11209 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 3703 members 
Mstep: Class 14 contains 46667 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 4230 members 
Mstep: Class 18 contains 6378 members 
Mstep: Class 19 contains 141226 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 8300 members 
Mstep: Class 22 contains 17965 members 
Mstep: Class 23 contains 10507 members 
Mstep: Class 24 contains 13031 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 25583 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26800 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4602 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12263 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7299 members 
Mstep: Class 42 contains 13551 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17830 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4486 members 
Mstep: Class 48 contains 7096 members 
Mstep: Class 49 contains 24510 members 
Mstep: Class 50 contains 7662 members 
Mstep: Class 51 contains 13895 members 
Mstep: Class 52 contains 21882 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2851 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 38938 members 
Mstep: Class 58 contains 1812 members 
Mstep: Class 59 contains 3088 members 
Mstep: Class 60 contains 7082 members 
Mstep: Class 61 contains 43987 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282896.000000 Penalty: 219852.140625
Iteration 236Q: 64 clusters Score -1.392829e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52203 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213002 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17684 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 3706 members 
Mstep: Class 14 contains 46665 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 6379 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 8303 members 
Mstep: Class 22 contains 17962 members 
Mstep: Class 23 contains 10508 members 
Mstep: Class 24 contains 13030 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 25744 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26795 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29668 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12261 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7302 members 
Mstep: Class 42 contains 13569 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17831 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7093 members 
Mstep: Class 49 contains 24511 members 
Mstep: Class 50 contains 7661 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21878 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18860 members 
Mstep: Class 55 contains 2852 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 38960 members 
Mstep: Class 58 contains 1812 members 
Mstep: Class 59 contains 3089 members 
Mstep: Class 60 contains 7090 members 
Mstep: Class 61 contains 43971 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282896.000000 Penalty: 219852.140625
Iteration 237Q: 64 clusters Score -1.392829e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52207 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 128968 members 
Mstep: Class 8 contains 213003 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17478 members 
Mstep: Class 11 contains 11183 members 
Mstep: Class 12 contains 14470 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46661 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 6382 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8304 members 
Mstep: Class 22 contains 17962 members 
Mstep: Class 23 contains 10507 members 
Mstep: Class 24 contains 13025 members 
Mstep: Class 25 contains 15268 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 25900 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26793 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7304 members 
Mstep: Class 42 contains 13605 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17832 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6806 members 
Mstep: Class 47 contains 4486 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24515 members 
Mstep: Class 50 contains 7656 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21883 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2850 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 38983 members 
Mstep: Class 58 contains 1812 members 
Mstep: Class 59 contains 3090 members 
Mstep: Class 60 contains 7100 members 
Mstep: Class 61 contains 43960 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283056.000000 Penalty: 219852.140625
Iteration 238Q: 64 clusters Score -1.392831e+08 nChanged 401
Entering ConstructFrom: 
Score: -139283056.000000 Penalty: 219852.140625
Entering ConstructFrom: 
Trying to split cluster 1 (109656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109656 members 
Entering Unmasked Estep 
Score: -12335304.000000 Penalty: 2878.065674
	Iteration 0F: 2 clusters Score -1.23353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -12262269.000000 Penalty: 5756.131348
	Iteration 0F: 3 clusters Score -1.226227e+07 nChanged 51863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -12291525.000000 Penalty: 5756.131348
	Iteration 1F: 3 clusters Score -1.229152e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -12292791.000000 Penalty: 5756.131348
	Iteration 2Q: 3 clusters Score -1.229279e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -12294483.000000 Penalty: 5756.131348
	Iteration 3Q: 3 clusters Score -1.229448e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -12296854.000000 Penalty: 5756.131348
	Iteration 4Q: 3 clusters Score -1.229685e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -12300636.000000 Penalty: 5756.131348
	Iteration 5F: 3 clusters Score -1.230064e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -12305881.000000 Penalty: 5756.131348
	Iteration 6F: 3 clusters Score -1.230588e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -12312526.000000 Penalty: 5756.131348
	Iteration 7F: 3 clusters Score -1.231253e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -12319405.000000 Penalty: 5756.131348
	Iteration 8F: 3 clusters Score -1.23194e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -12325014.000000 Penalty: 5756.131348
	Iteration 9F: 3 clusters Score -1.232501e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 105100 members 
Entering Unmasked Estep 
Score: -12328894.000000 Penalty: 5756.131348
	Iteration 10Q: 3 clusters Score -1.232889e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -12331217.000000 Penalty: 5756.131348
	Iteration 11Q: 3 clusters Score -1.233122e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -12332090.000000 Penalty: 5756.131348
	Iteration 12Q: 3 clusters Score -1.233209e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 109047 members 
Entering Unmasked Estep 
Score: -12332479.000000 Penalty: 5756.131348
	Iteration 13Q: 3 clusters Score -1.233248e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -12332654.000000 Penalty: 5756.131348
	Iteration 14Q: 3 clusters Score -1.233265e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 109263 members 
Entering Unmasked Estep 
Score: -12332734.000000 Penalty: 5756.131348
	Iteration 15Q: 3 clusters Score -1.233273e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 109303 members 
Entering Unmasked Estep 
Score: -12332791.000000 Penalty: 5756.131348
	Iteration 16Q: 3 clusters Score -1.233279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -12332832.000000 Penalty: 5756.131348
	Iteration 17Q: 3 clusters Score -1.233283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 109330 members 
Entering Unmasked Estep 
Score: -12332827.000000 Penalty: 5756.131348
	Iteration 18Q: 3 clusters Score -1.233283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 109333 members 
Entering Unmasked Estep 
Score: -12332835.000000 Penalty: 5756.131348
	Iteration 19Q: 3 clusters Score -1.233284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 109333 members 
Entering Unmasked Estep 
Score: -12332855.000000 Penalty: 5756.131348
	Iteration 20F: 3 clusters Score -1.233286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 109334 members 
Entering Unmasked Estep 
Score: -12332861.000000 Penalty: 5756.131348
	Iteration 21Q: 3 clusters Score -1.233286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 109334 members 
Entering Unmasked Estep 
Score: -12332857.000000 Penalty: 5756.131348
	Iteration 22Q: 3 clusters Score -1.233286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -12332868.000000 Penalty: 5756.131348
	Iteration 23Q: 3 clusters Score -1.233287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 109346 members 
Entering Unmasked Estep 
Score: -12332874.000000 Penalty: 5756.131348
	Iteration 24Q: 3 clusters Score -1.233287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 109348 members 
Entering Unmasked Estep 
Score: -12332870.000000 Penalty: 5756.131348
	Iteration 25Q: 3 clusters Score -1.233287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -12332868.000000 Penalty: 5756.131348
	Iteration 26Q: 3 clusters Score -1.233287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -12332868.000000 Penalty: 5756.131348
	Iteration 27F: 3 clusters Score -1.233287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Entering Unmasked Estep 
Score: -1530229.000000 Penalty: 2367.538574
	Iteration 0F: 2 clusters Score -1530229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1519929.000000 Penalty: 4735.077148
	Iteration 0F: 3 clusters Score -1519929 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1523537.125000 Penalty: 4735.077148
	Iteration 1F: 3 clusters Score -1523537 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1524363.625000 Penalty: 4735.077148
	Iteration 2F: 3 clusters Score -1524364 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1525206.000000 Penalty: 4735.077148
	Iteration 3F: 3 clusters Score -1525206 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1526093.375000 Penalty: 4735.077148
	Iteration 4F: 3 clusters Score -1526093 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1526889.250000 Penalty: 4735.077148
	Iteration 5F: 3 clusters Score -1526889 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1527512.875000 Penalty: 4735.077148
	Iteration 6F: 3 clusters Score -1527513 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1527903.625000 Penalty: 4735.077148
	Iteration 7Q: 3 clusters Score -1527904 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1528168.875000 Penalty: 4735.077148
	Iteration 8Q: 3 clusters Score -1528169 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1528365.125000 Penalty: 4735.077148
	Iteration 9Q: 3 clusters Score -1528365 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1528514.750000 Penalty: 4735.077148
	Iteration 10Q: 3 clusters Score -1528515 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1528620.125000 Penalty: 4735.077148
	Iteration 11Q: 3 clusters Score -1528620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1528683.500000 Penalty: 4735.077148
	Iteration 12Q: 3 clusters Score -1528684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1528728.625000 Penalty: 4735.077148
	Iteration 13Q: 3 clusters Score -1528729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1528757.500000 Penalty: 4735.077148
	Iteration 14Q: 3 clusters Score -1528758 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1528778.375000 Penalty: 4735.077148
	Iteration 15Q: 3 clusters Score -1528778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1528803.875000 Penalty: 4735.077148
	Iteration 16Q: 3 clusters Score -1528804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1528821.500000 Penalty: 4735.077148
	Iteration 17Q: 3 clusters Score -1528822 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1528836.125000 Penalty: 4735.077148
	Iteration 18Q: 3 clusters Score -1528836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1528845.750000 Penalty: 4735.077148
	Iteration 19Q: 3 clusters Score -1528846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1528854.500000 Penalty: 4735.077148
	Iteration 20F: 3 clusters Score -1528854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1528869.250000 Penalty: 4735.077148
	Iteration 21Q: 3 clusters Score -1528869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1528874.625000 Penalty: 4735.077148
	Iteration 22Q: 3 clusters Score -1528875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1528873.250000 Penalty: 4735.077148
	Iteration 23Q: 3 clusters Score -1528873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1528875.875000 Penalty: 4735.077148
	Iteration 24Q: 3 clusters Score -1528876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1528881.000000 Penalty: 4735.077148
	Iteration 25Q: 3 clusters Score -1528881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1528882.125000 Penalty: 4735.077148
	Iteration 26Q: 3 clusters Score -1528882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1528884.125000 Penalty: 4735.077148
	Iteration 27Q: 3 clusters Score -1528884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1528889.375000 Penalty: 4735.077148
	Iteration 28Q: 3 clusters Score -1528889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1528889.875000 Penalty: 4735.077148
	Iteration 29Q: 3 clusters Score -1528890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1528889.375000 Penalty: 4735.077148
	Iteration 30Q: 3 clusters Score -1528889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1528892.875000 Penalty: 4735.077148
	Iteration 31Q: 3 clusters Score -1528893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1528895.125000 Penalty: 4735.077148
	Iteration 32Q: 3 clusters Score -1528895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1528897.000000 Penalty: 4735.077148
	Iteration 33Q: 3 clusters Score -1528897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1528899.625000 Penalty: 4735.077148
	Iteration 34Q: 3 clusters Score -1528900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1528898.000000 Penalty: 4735.077148
	Iteration 35Q: 3 clusters Score -1528898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1528901.875000 Penalty: 4735.077148
	Iteration 36Q: 3 clusters Score -1528902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1528901.625000 Penalty: 4735.077148
	Iteration 37Q: 3 clusters Score -1528902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1528905.000000 Penalty: 4735.077148
	Iteration 38Q: 3 clusters Score -1528905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1528908.500000 Penalty: 4735.077148
	Iteration 39Q: 3 clusters Score -1528908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1528908.875000 Penalty: 4735.077148
	Iteration 40F: 3 clusters Score -1528909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1528905.250000 Penalty: 4735.077148
	Iteration 41Q: 3 clusters Score -1528905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1528906.500000 Penalty: 4735.077148
	Iteration 42Q: 3 clusters Score -1528906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1528906.875000 Penalty: 4735.077148
	Iteration 43Q: 3 clusters Score -1528907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1528907.875000 Penalty: 4735.077148
	Iteration 44Q: 3 clusters Score -1528908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1528910.875000 Penalty: 4735.077148
	Iteration 45Q: 3 clusters Score -1528911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1528912.875000 Penalty: 4735.077148
	Iteration 46Q: 3 clusters Score -1528913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1528908.500000 Penalty: 4735.077148
	Iteration 47Q: 3 clusters Score -1528908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1528910.250000 Penalty: 4735.077148
	Iteration 48Q: 3 clusters Score -1528910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1528916.000000 Penalty: 4735.077148
	Iteration 49Q: 3 clusters Score -1528916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1528919.875000 Penalty: 4735.077148
	Iteration 50Q: 3 clusters Score -1528920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1528918.750000 Penalty: 4735.077148
	Iteration 51Q: 3 clusters Score -1528919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1528921.250000 Penalty: 4735.077148
	Iteration 52Q: 3 clusters Score -1528921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1528919.125000 Penalty: 4735.077148
	Iteration 53Q: 3 clusters Score -1528919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1528915.375000 Penalty: 4735.077148
	Iteration 54Q: 3 clusters Score -1528915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1528914.500000 Penalty: 4735.077148
	Iteration 55Q: 3 clusters Score -1528914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1528916.250000 Penalty: 4735.077148
	Iteration 56Q: 3 clusters Score -1528916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1528916.625000 Penalty: 4735.077148
	Iteration 57Q: 3 clusters Score -1528917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1528915.875000 Penalty: 4735.077148
	Iteration 58Q: 3 clusters Score -1528916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1528919.125000 Penalty: 4735.077148
	Iteration 59Q: 3 clusters Score -1528919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1528918.375000 Penalty: 4735.077148
	Iteration 60F: 3 clusters Score -1528918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1528919.000000 Penalty: 4735.077148
	Iteration 61Q: 3 clusters Score -1528919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1528919.000000 Penalty: 4735.077148
	Iteration 62F: 3 clusters Score -1528919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Entering Unmasked Estep 
Score: -5956181.000000 Penalty: 2694.012451
	Iteration 0F: 2 clusters Score -5956181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -5921043.500000 Penalty: 5388.024902
	Iteration 0F: 3 clusters Score -5921044 nChanged 24120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -5934280.500000 Penalty: 5388.024902
	Iteration 1F: 3 clusters Score -5934280 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5934796.000000 Penalty: 5388.024902
	Iteration 2Q: 3 clusters Score -5934796 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -5935420.000000 Penalty: 5388.024902
	Iteration 3Q: 3 clusters Score -5935420 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -5936153.000000 Penalty: 5388.024902
	Iteration 4Q: 3 clusters Score -5936153 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -5937057.500000 Penalty: 5388.024902
	Iteration 5Q: 3 clusters Score -5937058 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -5938541.500000 Penalty: 5388.024902
	Iteration 6F: 3 clusters Score -5938542 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -5940741.500000 Penalty: 5388.024902
	Iteration 7F: 3 clusters Score -5940742 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -5943759.500000 Penalty: 5388.024902
	Iteration 8F: 3 clusters Score -5943760 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -5947163.500000 Penalty: 5388.024902
	Iteration 9F: 3 clusters Score -5947164 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -5950016.000000 Penalty: 5388.024902
	Iteration 10F: 3 clusters Score -5950016 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -5951846.500000 Penalty: 5388.024902
	Iteration 11Q: 3 clusters Score -5951846 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -5952828.000000 Penalty: 5388.024902
	Iteration 12Q: 3 clusters Score -5952828 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -5953303.000000 Penalty: 5388.024902
	Iteration 13Q: 3 clusters Score -5953303 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -5953519.500000 Penalty: 5388.024902
	Iteration 14Q: 3 clusters Score -5953520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -5953644.000000 Penalty: 5388.024902
	Iteration 15Q: 3 clusters Score -5953644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -5953701.000000 Penalty: 5388.024902
	Iteration 16Q: 3 clusters Score -5953701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -5953746.000000 Penalty: 5388.024902
	Iteration 17Q: 3 clusters Score -5953746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -5953772.000000 Penalty: 5388.024902
	Iteration 18Q: 3 clusters Score -5953772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -5953805.000000 Penalty: 5388.024902
	Iteration 19Q: 3 clusters Score -5953805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -5953808.000000 Penalty: 5388.024902
	Iteration 20F: 3 clusters Score -5953808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -5953813.000000 Penalty: 5388.024902
	Iteration 21Q: 3 clusters Score -5953813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -5953810.500000 Penalty: 5388.024902
	Iteration 22Q: 3 clusters Score -5953810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -5953819.000000 Penalty: 5388.024902
	Iteration 23Q: 3 clusters Score -5953819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -5953812.500000 Penalty: 5388.024902
	Iteration 24Q: 3 clusters Score -5953812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -5953812.500000 Penalty: 5388.024902
	Iteration 25F: 3 clusters Score -5953812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Entering Unmasked Estep 
Score: -811571.375000 Penalty: 2221.430664
	Iteration 0F: 2 clusters Score -811571.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -805391.187500 Penalty: 4442.861328
	Iteration 0F: 3 clusters Score -805391.2 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -807103.000000 Penalty: 4442.861328
	Iteration 1F: 3 clusters Score -807103 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -807491.250000 Penalty: 4442.861328
	Iteration 2F: 3 clusters Score -807491.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -807835.625000 Penalty: 4442.861328
	Iteration 3F: 3 clusters Score -807835.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -808175.625000 Penalty: 4442.861328
	Iteration 4F: 3 clusters Score -808175.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -808538.812500 Penalty: 4442.861328
	Iteration 5F: 3 clusters Score -808538.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -808841.875000 Penalty: 4442.861328
	Iteration 6F: 3 clusters Score -808841.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -809087.562500 Penalty: 4442.861328
	Iteration 7Q: 3 clusters Score -809087.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -809275.625000 Penalty: 4442.861328
	Iteration 8Q: 3 clusters Score -809275.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -809416.875000 Penalty: 4442.861328
	Iteration 9Q: 3 clusters Score -809416.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -809498.875000 Penalty: 4442.861328
	Iteration 10Q: 3 clusters Score -809498.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -809549.875000 Penalty: 4442.861328
	Iteration 11Q: 3 clusters Score -809549.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -809587.625000 Penalty: 4442.861328
	Iteration 12Q: 3 clusters Score -809587.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -809624.812500 Penalty: 4442.861328
	Iteration 13Q: 3 clusters Score -809624.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -809652.375000 Penalty: 4442.861328
	Iteration 14Q: 3 clusters Score -809652.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -809675.875000 Penalty: 4442.861328
	Iteration 15Q: 3 clusters Score -809675.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -809695.812500 Penalty: 4442.861328
	Iteration 16Q: 3 clusters Score -809695.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -809714.312500 Penalty: 4442.861328
	Iteration 17Q: 3 clusters Score -809714.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -809727.687500 Penalty: 4442.861328
	Iteration 18Q: 3 clusters Score -809727.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -809737.125000 Penalty: 4442.861328
	Iteration 19Q: 3 clusters Score -809737.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -809742.375000 Penalty: 4442.861328
	Iteration 20F: 3 clusters Score -809742.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -809747.812500 Penalty: 4442.861328
	Iteration 21Q: 3 clusters Score -809747.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -809750.000000 Penalty: 4442.861328
	Iteration 22Q: 3 clusters Score -809750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -809760.375000 Penalty: 4442.861328
	Iteration 23Q: 3 clusters Score -809760.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -809763.875000 Penalty: 4442.861328
	Iteration 24Q: 3 clusters Score -809763.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -809766.875000 Penalty: 4442.861328
	Iteration 25Q: 3 clusters Score -809766.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -809770.687500 Penalty: 4442.861328
	Iteration 26Q: 3 clusters Score -809770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -809773.375000 Penalty: 4442.861328
	Iteration 27Q: 3 clusters Score -809773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -809775.625000 Penalty: 4442.861328
	Iteration 28Q: 3 clusters Score -809775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -809779.062500 Penalty: 4442.861328
	Iteration 29Q: 3 clusters Score -809779.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -809779.312500 Penalty: 4442.861328
	Iteration 30Q: 3 clusters Score -809779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -809784.500000 Penalty: 4442.861328
	Iteration 31Q: 3 clusters Score -809784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -809784.562500 Penalty: 4442.861328
	Iteration 32Q: 3 clusters Score -809784.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -809787.437500 Penalty: 4442.861328
	Iteration 33Q: 3 clusters Score -809787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -809790.125000 Penalty: 4442.861328
	Iteration 34Q: 3 clusters Score -809790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -809793.500000 Penalty: 4442.861328
	Iteration 35Q: 3 clusters Score -809793.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -809793.625000 Penalty: 4442.861328
	Iteration 36Q: 3 clusters Score -809793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -809801.812500 Penalty: 4442.861328
	Iteration 37Q: 3 clusters Score -809801.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -809802.000000 Penalty: 4442.861328
	Iteration 38Q: 3 clusters Score -809802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -809804.500000 Penalty: 4442.861328
	Iteration 39Q: 3 clusters Score -809804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -809807.250000 Penalty: 4442.861328
	Iteration 40F: 3 clusters Score -809807.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -809813.437500 Penalty: 4442.861328
	Iteration 41Q: 3 clusters Score -809813.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -809813.312500 Penalty: 4442.861328
	Iteration 42Q: 3 clusters Score -809813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -809817.062500 Penalty: 4442.861328
	Iteration 43Q: 3 clusters Score -809817.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -809819.812500 Penalty: 4442.861328
	Iteration 44Q: 3 clusters Score -809819.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -809822.937500 Penalty: 4442.861328
	Iteration 45Q: 3 clusters Score -809822.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -809827.250000 Penalty: 4442.861328
	Iteration 46Q: 3 clusters Score -809827.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -809832.187500 Penalty: 4442.861328
	Iteration 47Q: 3 clusters Score -809832.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -809837.875000 Penalty: 4442.861328
	Iteration 48Q: 3 clusters Score -809837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -809838.375000 Penalty: 4442.861328
	Iteration 49Q: 3 clusters Score -809838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -809838.937500 Penalty: 4442.861328
	Iteration 50Q: 3 clusters Score -809838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -809841.250000 Penalty: 4442.861328
	Iteration 51Q: 3 clusters Score -809841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -809841.312500 Penalty: 4442.861328
	Iteration 52Q: 3 clusters Score -809841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -809841.250000 Penalty: 4442.861328
	Iteration 53Q: 3 clusters Score -809841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -809844.187500 Penalty: 4442.861328
	Iteration 54Q: 3 clusters Score -809844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -809846.125000 Penalty: 4442.861328
	Iteration 55Q: 3 clusters Score -809846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -809845.937500 Penalty: 4442.861328
	Iteration 56Q: 3 clusters Score -809845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -809844.812500 Penalty: 4442.861328
	Iteration 57Q: 3 clusters Score -809844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -809847.875000 Penalty: 4442.861328
	Iteration 58Q: 3 clusters Score -809847.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -809850.875000 Penalty: 4442.861328
	Iteration 59Q: 3 clusters Score -809850.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -809852.000000 Penalty: 4442.861328
	Iteration 60F: 3 clusters Score -809852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -809858.562500 Penalty: 4442.861328
	Iteration 61Q: 3 clusters Score -809858.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -809861.750000 Penalty: 4442.861328
	Iteration 62Q: 3 clusters Score -809861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -809862.562500 Penalty: 4442.861328
	Iteration 63Q: 3 clusters Score -809862.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -809866.312500 Penalty: 4442.861328
	Iteration 64Q: 3 clusters Score -809866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -809867.687500 Penalty: 4442.861328
	Iteration 65Q: 3 clusters Score -809867.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -809867.750000 Penalty: 4442.861328
	Iteration 66Q: 3 clusters Score -809867.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -809872.562500 Penalty: 4442.861328
	Iteration 67Q: 3 clusters Score -809872.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -809874.750000 Penalty: 4442.861328
	Iteration 68Q: 3 clusters Score -809874.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -809879.125000 Penalty: 4442.861328
	Iteration 69Q: 3 clusters Score -809879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -809880.250000 Penalty: 4442.861328
	Iteration 70Q: 3 clusters Score -809880.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -809885.375000 Penalty: 4442.861328
	Iteration 71Q: 3 clusters Score -809885.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -809891.812500 Penalty: 4442.861328
	Iteration 72Q: 3 clusters Score -809891.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -809902.000000 Penalty: 4442.861328
	Iteration 73Q: 3 clusters Score -809902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -809909.562500 Penalty: 4442.861328
	Iteration 74Q: 3 clusters Score -809909.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -809916.687500 Penalty: 4442.861328
	Iteration 75Q: 3 clusters Score -809916.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -809926.125000 Penalty: 4442.861328
	Iteration 76Q: 3 clusters Score -809926.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -809932.125000 Penalty: 4442.861328
	Iteration 77Q: 3 clusters Score -809932.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -809934.812500 Penalty: 4442.861328
	Iteration 78Q: 3 clusters Score -809934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -809941.312500 Penalty: 4442.861328
	Iteration 79Q: 3 clusters Score -809941.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -809946.812500 Penalty: 4442.861328
	Iteration 80F: 3 clusters Score -809946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -809953.500000 Penalty: 4442.861328
	Iteration 81Q: 3 clusters Score -809953.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -809958.500000 Penalty: 4442.861328
	Iteration 82Q: 3 clusters Score -809958.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -809960.750000 Penalty: 4442.861328
	Iteration 83Q: 3 clusters Score -809960.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -809970.062500 Penalty: 4442.861328
	Iteration 84Q: 3 clusters Score -809970.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -809977.187500 Penalty: 4442.861328
	Iteration 85Q: 3 clusters Score -809977.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -809983.687500 Penalty: 4442.861328
	Iteration 86Q: 3 clusters Score -809983.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -809989.937500 Penalty: 4442.861328
	Iteration 87Q: 3 clusters Score -809989.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -809996.562500 Penalty: 4442.861328
	Iteration 88Q: 3 clusters Score -809996.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -810004.812500 Penalty: 4442.861328
	Iteration 89Q: 3 clusters Score -810004.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -810015.187500 Penalty: 4442.861328
	Iteration 90Q: 3 clusters Score -810015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -810024.125000 Penalty: 4442.861328
	Iteration 91Q: 3 clusters Score -810024.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -810030.562500 Penalty: 4442.861328
	Iteration 92Q: 3 clusters Score -810030.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -810043.187500 Penalty: 4442.861328
	Iteration 93Q: 3 clusters Score -810043.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -810047.437500 Penalty: 4442.861328
	Iteration 94Q: 3 clusters Score -810047.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -810055.812500 Penalty: 4442.861328
	Iteration 95Q: 3 clusters Score -810055.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -810064.500000 Penalty: 4442.861328
	Iteration 96Q: 3 clusters Score -810064.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -810068.000000 Penalty: 4442.861328
	Iteration 97Q: 3 clusters Score -810068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -810074.687500 Penalty: 4442.861328
	Iteration 98Q: 3 clusters Score -810074.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -810083.500000 Penalty: 4442.861328
	Iteration 99Q: 3 clusters Score -810083.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -810089.625000 Penalty: 4442.861328
	Iteration 100F: 3 clusters Score -810089.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -810093.625000 Penalty: 4442.861328
	Iteration 101Q: 3 clusters Score -810093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -810103.375000 Penalty: 4442.861328
	Iteration 102Q: 3 clusters Score -810103.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -810115.375000 Penalty: 4442.861328
	Iteration 103Q: 3 clusters Score -810115.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -810127.062500 Penalty: 4442.861328
	Iteration 104Q: 3 clusters Score -810127.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -810147.250000 Penalty: 4442.861328
	Iteration 105Q: 3 clusters Score -810147.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -810164.062500 Penalty: 4442.861328
	Iteration 106Q: 3 clusters Score -810164.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -810191.937500 Penalty: 4442.861328
	Iteration 107Q: 3 clusters Score -810191.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -810219.187500 Penalty: 4442.861328
	Iteration 108Q: 3 clusters Score -810219.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -810242.437500 Penalty: 4442.861328
	Iteration 109Q: 3 clusters Score -810242.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -810260.250000 Penalty: 4442.861328
	Iteration 110Q: 3 clusters Score -810260.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -810279.687500 Penalty: 4442.861328
	Iteration 111Q: 3 clusters Score -810279.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -810288.937500 Penalty: 4442.861328
	Iteration 112Q: 3 clusters Score -810288.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -810297.875000 Penalty: 4442.861328
	Iteration 113Q: 3 clusters Score -810297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -810306.625000 Penalty: 4442.861328
	Iteration 114Q: 3 clusters Score -810306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -810313.000000 Penalty: 4442.861328
	Iteration 115Q: 3 clusters Score -810313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -810318.125000 Penalty: 4442.861328
	Iteration 116Q: 3 clusters Score -810318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -810319.062500 Penalty: 4442.861328
	Iteration 117Q: 3 clusters Score -810319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -810321.875000 Penalty: 4442.861328
	Iteration 118Q: 3 clusters Score -810321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -810321.562500 Penalty: 4442.861328
	Iteration 119Q: 3 clusters Score -810321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -810321.562500 Penalty: 4442.861328
	Iteration 120F: 3 clusters Score -810321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -583725.562500 Penalty: 2146.838623
	Iteration 0F: 2 clusters Score -583725.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -578769.250000 Penalty: 4293.677246
	Iteration 0F: 3 clusters Score -578769.2 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -580097.562500 Penalty: 4293.677246
	Iteration 1F: 3 clusters Score -580097.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -580458.875000 Penalty: 4293.677246
	Iteration 2F: 3 clusters Score -580458.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -580814.937500 Penalty: 4293.677246
	Iteration 3F: 3 clusters Score -580814.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -581148.375000 Penalty: 4293.677246
	Iteration 4F: 3 clusters Score -581148.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -581406.750000 Penalty: 4293.677246
	Iteration 5F: 3 clusters Score -581406.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -581627.625000 Penalty: 4293.677246
	Iteration 6Q: 3 clusters Score -581627.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -581850.875000 Penalty: 4293.677246
	Iteration 7Q: 3 clusters Score -581850.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -582048.937500 Penalty: 4293.677246
	Iteration 8Q: 3 clusters Score -582048.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -582216.500000 Penalty: 4293.677246
	Iteration 9Q: 3 clusters Score -582216.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -582328.312500 Penalty: 4293.677246
	Iteration 10Q: 3 clusters Score -582328.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -582409.875000 Penalty: 4293.677246
	Iteration 11Q: 3 clusters Score -582409.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -582461.250000 Penalty: 4293.677246
	Iteration 12Q: 3 clusters Score -582461.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -582498.187500 Penalty: 4293.677246
	Iteration 13Q: 3 clusters Score -582498.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -582530.625000 Penalty: 4293.677246
	Iteration 14Q: 3 clusters Score -582530.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -582552.250000 Penalty: 4293.677246
	Iteration 15Q: 3 clusters Score -582552.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -582568.250000 Penalty: 4293.677246
	Iteration 16Q: 3 clusters Score -582568.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -582580.437500 Penalty: 4293.677246
	Iteration 17Q: 3 clusters Score -582580.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -582596.937500 Penalty: 4293.677246
	Iteration 18Q: 3 clusters Score -582596.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -582614.375000 Penalty: 4293.677246
	Iteration 19Q: 3 clusters Score -582614.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -582631.562500 Penalty: 4293.677246
	Iteration 20F: 3 clusters Score -582631.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -582646.937500 Penalty: 4293.677246
	Iteration 21Q: 3 clusters Score -582646.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -582660.250000 Penalty: 4293.677246
	Iteration 22Q: 3 clusters Score -582660.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -582677.187500 Penalty: 4293.677246
	Iteration 23Q: 3 clusters Score -582677.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -582694.562500 Penalty: 4293.677246
	Iteration 24Q: 3 clusters Score -582694.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -582715.250000 Penalty: 4293.677246
	Iteration 25Q: 3 clusters Score -582715.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -582732.750000 Penalty: 4293.677246
	Iteration 26Q: 3 clusters Score -582732.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -582748.062500 Penalty: 4293.677246
	Iteration 27Q: 3 clusters Score -582748.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -582760.625000 Penalty: 4293.677246
	Iteration 28Q: 3 clusters Score -582760.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -582776.875000 Penalty: 4293.677246
	Iteration 29Q: 3 clusters Score -582776.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -582794.062500 Penalty: 4293.677246
	Iteration 30Q: 3 clusters Score -582794.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -582812.000000 Penalty: 4293.677246
	Iteration 31Q: 3 clusters Score -582812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -582830.875000 Penalty: 4293.677246
	Iteration 32Q: 3 clusters Score -582830.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -582847.937500 Penalty: 4293.677246
	Iteration 33Q: 3 clusters Score -582847.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -582866.875000 Penalty: 4293.677246
	Iteration 34Q: 3 clusters Score -582866.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -582888.250000 Penalty: 4293.677246
	Iteration 35Q: 3 clusters Score -582888.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -582910.437500 Penalty: 4293.677246
	Iteration 36Q: 3 clusters Score -582910.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -582925.875000 Penalty: 4293.677246
	Iteration 37Q: 3 clusters Score -582925.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -582937.250000 Penalty: 4293.677246
	Iteration 38Q: 3 clusters Score -582937.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -582949.500000 Penalty: 4293.677246
	Iteration 39Q: 3 clusters Score -582949.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -582960.187500 Penalty: 4293.677246
	Iteration 40F: 3 clusters Score -582960.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -582967.125000 Penalty: 4293.677246
	Iteration 41Q: 3 clusters Score -582967.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -582972.437500 Penalty: 4293.677246
	Iteration 42Q: 3 clusters Score -582972.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -582975.375000 Penalty: 4293.677246
	Iteration 43Q: 3 clusters Score -582975.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -582981.812500 Penalty: 4293.677246
	Iteration 44Q: 3 clusters Score -582981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -582985.375000 Penalty: 4293.677246
	Iteration 45Q: 3 clusters Score -582985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -582986.500000 Penalty: 4293.677246
	Iteration 46Q: 3 clusters Score -582986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -582987.187500 Penalty: 4293.677246
	Iteration 47Q: 3 clusters Score -582987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -582987.000000 Penalty: 4293.677246
	Iteration 48Q: 3 clusters Score -582987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -582987.812500 Penalty: 4293.677246
	Iteration 49Q: 3 clusters Score -582987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -582987.812500 Penalty: 4293.677246
	Iteration 50F: 3 clusters Score -582987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Entering Unmasked Estep 
Score: -1222230.625000 Penalty: 2318.782227
	Iteration 0F: 2 clusters Score -1222231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1213637.625000 Penalty: 4637.564453
	Iteration 0F: 3 clusters Score -1213638 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1216208.500000 Penalty: 4637.564453
	Iteration 1F: 3 clusters Score -1216208 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1216635.125000 Penalty: 4637.564453
	Iteration 2F: 3 clusters Score -1216635 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1217026.500000 Penalty: 4637.564453
	Iteration 3F: 3 clusters Score -1217026 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1217375.250000 Penalty: 4637.564453
	Iteration 4F: 3 clusters Score -1217375 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1217693.500000 Penalty: 4637.564453
	Iteration 5Q: 3 clusters Score -1217694 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1218012.625000 Penalty: 4637.564453
	Iteration 6Q: 3 clusters Score -1218013 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1218362.750000 Penalty: 4637.564453
	Iteration 7Q: 3 clusters Score -1218363 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1218728.125000 Penalty: 4637.564453
	Iteration 8Q: 3 clusters Score -1218728 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1219109.500000 Penalty: 4637.564453
	Iteration 9Q: 3 clusters Score -1219110 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1219464.250000 Penalty: 4637.564453
	Iteration 10Q: 3 clusters Score -1219464 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1219753.375000 Penalty: 4637.564453
	Iteration 11Q: 3 clusters Score -1219753 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1219996.000000 Penalty: 4637.564453
	Iteration 12Q: 3 clusters Score -1219996 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1220191.875000 Penalty: 4637.564453
	Iteration 13Q: 3 clusters Score -1220192 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1220345.750000 Penalty: 4637.564453
	Iteration 14Q: 3 clusters Score -1220346 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1220488.375000 Penalty: 4637.564453
	Iteration 15Q: 3 clusters Score -1220488 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1220632.375000 Penalty: 4637.564453
	Iteration 16Q: 3 clusters Score -1220632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1220753.750000 Penalty: 4637.564453
	Iteration 17Q: 3 clusters Score -1220754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1220845.375000 Penalty: 4637.564453
	Iteration 18Q: 3 clusters Score -1220845 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1220899.375000 Penalty: 4637.564453
	Iteration 19Q: 3 clusters Score -1220899 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1220937.500000 Penalty: 4637.564453
	Iteration 20F: 3 clusters Score -1220938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1220967.625000 Penalty: 4637.564453
	Iteration 21Q: 3 clusters Score -1220968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1220991.250000 Penalty: 4637.564453
	Iteration 22Q: 3 clusters Score -1220991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1221002.875000 Penalty: 4637.564453
	Iteration 23Q: 3 clusters Score -1221003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1221010.875000 Penalty: 4637.564453
	Iteration 24Q: 3 clusters Score -1221011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1221018.625000 Penalty: 4637.564453
	Iteration 25Q: 3 clusters Score -1221019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1221024.750000 Penalty: 4637.564453
	Iteration 26Q: 3 clusters Score -1221025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1221031.500000 Penalty: 4637.564453
	Iteration 27Q: 3 clusters Score -1221032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1221032.000000 Penalty: 4637.564453
	Iteration 28Q: 3 clusters Score -1221032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1221032.000000 Penalty: 4637.564453
	Iteration 29Q: 3 clusters Score -1221032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1221030.625000 Penalty: 4637.564453
	Iteration 30Q: 3 clusters Score -1221031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1221033.250000 Penalty: 4637.564453
	Iteration 31Q: 3 clusters Score -1221033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1221033.875000 Penalty: 4637.564453
	Iteration 32Q: 3 clusters Score -1221034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1221035.750000 Penalty: 4637.564453
	Iteration 33Q: 3 clusters Score -1221036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1221035.750000 Penalty: 4637.564453
	Iteration 34F: 3 clusters Score -1221036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128967 members 
Entering Unmasked Estep 
Score: -14536099.000000 Penalty: 2918.293457
	Iteration 0F: 2 clusters Score -1.45361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -14449902.000000 Penalty: 5836.586914
	Iteration 0F: 3 clusters Score -1.44499e+07 nChanged 61363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -14485169.000000 Penalty: 5836.586914
	Iteration 1F: 3 clusters Score -1.448517e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -14486705.000000 Penalty: 5836.586914
	Iteration 2Q: 3 clusters Score -1.44867e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -14488986.000000 Penalty: 5836.586914
	Iteration 3Q: 3 clusters Score -1.448899e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -14491952.000000 Penalty: 5836.586914
	Iteration 4F: 3 clusters Score -1.449195e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -14496047.000000 Penalty: 5836.586914
	Iteration 5F: 3 clusters Score -1.449605e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -14501653.000000 Penalty: 5836.586914
	Iteration 6F: 3 clusters Score -1.450165e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -14507723.000000 Penalty: 5836.586914
	Iteration 7F: 3 clusters Score -1.450772e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104945 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -14514416.000000 Penalty: 5836.586914
	Iteration 8F: 3 clusters Score -1.451442e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112507 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -14520932.000000 Penalty: 5836.586914
	Iteration 9F: 3 clusters Score -1.452093e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118490 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -14526041.000000 Penalty: 5836.586914
	Iteration 10Q: 3 clusters Score -1.452604e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -14529542.000000 Penalty: 5836.586914
	Iteration 11Q: 3 clusters Score -1.452954e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -14531725.000000 Penalty: 5836.586914
	Iteration 12Q: 3 clusters Score -1.453172e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126369 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14532937.000000 Penalty: 5836.586914
	Iteration 13Q: 3 clusters Score -1.453294e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126925 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -14533566.000000 Penalty: 5836.586914
	Iteration 14Q: 3 clusters Score -1.453357e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127164 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -14533891.000000 Penalty: 5836.586914
	Iteration 15Q: 3 clusters Score -1.453389e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127289 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -14534001.000000 Penalty: 5836.586914
	Iteration 16Q: 3 clusters Score -1.4534e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127372 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -14534087.000000 Penalty: 5836.586914
	Iteration 17Q: 3 clusters Score -1.453409e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127410 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -14534140.000000 Penalty: 5836.586914
	Iteration 18Q: 3 clusters Score -1.453414e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127426 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -14534159.000000 Penalty: 5836.586914
	Iteration 19Q: 3 clusters Score -1.453416e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14534162.000000 Penalty: 5836.586914
	Iteration 20F: 3 clusters Score -1.453416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127471 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -14534163.000000 Penalty: 5836.586914
	Iteration 21Q: 3 clusters Score -1.453416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14534188.000000 Penalty: 5836.586914
	Iteration 22Q: 3 clusters Score -1.453419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127478 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -14534188.000000 Penalty: 5836.586914
	Iteration 23Q: 3 clusters Score -1.453419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -14534195.000000 Penalty: 5836.586914
	Iteration 24Q: 3 clusters Score -1.45342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14534200.000000 Penalty: 5836.586914
	Iteration 25Q: 3 clusters Score -1.45342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127484 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -14534198.000000 Penalty: 5836.586914
	Iteration 26Q: 3 clusters Score -1.45342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127486 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -14534192.000000 Penalty: 5836.586914
	Iteration 27Q: 3 clusters Score -1.453419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127489 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14534170.000000 Penalty: 5836.586914
	Iteration 28Q: 3 clusters Score -1.453417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127493 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -14534182.000000 Penalty: 5836.586914
	Iteration 29Q: 3 clusters Score -1.453418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14534194.000000 Penalty: 5836.586914
	Iteration 30Q: 3 clusters Score -1.453419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127500 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -14534205.000000 Penalty: 5836.586914
	Iteration 31Q: 3 clusters Score -1.45342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127505 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14534209.000000 Penalty: 5836.586914
	Iteration 32Q: 3 clusters Score -1.453421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127509 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -14534208.000000 Penalty: 5836.586914
	Iteration 33Q: 3 clusters Score -1.453421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -14534216.000000 Penalty: 5836.586914
	Iteration 34Q: 3 clusters Score -1.453422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -14534216.000000 Penalty: 5836.586914
	Iteration 35F: 3 clusters Score -1.453422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213004 members 
Entering Unmasked Estep 
Score: -24453798.000000 Penalty: 3042.728271
	Iteration 0F: 2 clusters Score -2.44538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106435 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -24331494.000000 Penalty: 6085.456543
	Iteration 0F: 3 clusters Score -2.433149e+07 nChanged 102730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -24391184.000000 Penalty: 6085.456543
	Iteration 1F: 3 clusters Score -2.439118e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -24392372.000000 Penalty: 6085.456543
	Iteration 2Q: 3 clusters Score -2.439237e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 113420 members 
Entering Unmasked Estep 
Score: -24393920.000000 Penalty: 6085.456543
	Iteration 3Q: 3 clusters Score -2.439392e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 118366 members 
Entering Unmasked Estep 
Score: -24396130.000000 Penalty: 6085.456543
	Iteration 4Q: 3 clusters Score -2.439613e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 125743 members 
Entering Unmasked Estep 
Score: -24400292.000000 Penalty: 6085.456543
	Iteration 5Q: 3 clusters Score -2.440029e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 136296 members 
Entering Unmasked Estep 
Score: -24407222.000000 Penalty: 6085.456543
	Iteration 6F: 3 clusters Score -2.440722e+07 nChanged 15448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 150046 members 
Entering Unmasked Estep 
Score: -24417518.000000 Penalty: 6085.456543
	Iteration 7F: 3 clusters Score -2.441752e+07 nChanged 16946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 165968 members 
Entering Unmasked Estep 
Score: -24428428.000000 Penalty: 6085.456543
	Iteration 8F: 3 clusters Score -2.442843e+07 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 181620 members 
Entering Unmasked Estep 
Score: -24435602.000000 Penalty: 6085.456543
	Iteration 9F: 3 clusters Score -2.44356e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 194120 members 
Entering Unmasked Estep 
Score: -24440524.000000 Penalty: 6085.456543
	Iteration 10F: 3 clusters Score -2.444052e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 202633 members 
Entering Unmasked Estep 
Score: -24444392.000000 Penalty: 6085.456543
	Iteration 11Q: 3 clusters Score -2.444439e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 207916 members 
Entering Unmasked Estep 
Score: -24447894.000000 Penalty: 6085.456543
	Iteration 12Q: 3 clusters Score -2.444789e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 210584 members 
Entering Unmasked Estep 
Score: -24449800.000000 Penalty: 6085.456543
	Iteration 13Q: 3 clusters Score -2.44498e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 211658 members 
Entering Unmasked Estep 
Score: -24450468.000000 Penalty: 6085.456543
	Iteration 14Q: 3 clusters Score -2.445047e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 212059 members 
Entering Unmasked Estep 
Score: -24450842.000000 Penalty: 6085.456543
	Iteration 15Q: 3 clusters Score -2.445084e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 212228 members 
Entering Unmasked Estep 
Score: -24451046.000000 Penalty: 6085.456543
	Iteration 16Q: 3 clusters Score -2.445105e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 212330 members 
Entering Unmasked Estep 
Score: -24451126.000000 Penalty: 6085.456543
	Iteration 17Q: 3 clusters Score -2.445113e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 212375 members 
Entering Unmasked Estep 
Score: -24451158.000000 Penalty: 6085.456543
	Iteration 18Q: 3 clusters Score -2.445116e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 212399 members 
Entering Unmasked Estep 
Score: -24451176.000000 Penalty: 6085.456543
	Iteration 19Q: 3 clusters Score -2.445118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 212412 members 
Entering Unmasked Estep 
Score: -24451232.000000 Penalty: 6085.456543
	Iteration 20F: 3 clusters Score -2.445123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 212426 members 
Entering Unmasked Estep 
Score: -24451258.000000 Penalty: 6085.456543
	Iteration 21Q: 3 clusters Score -2.445126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 212443 members 
Entering Unmasked Estep 
Score: -24451282.000000 Penalty: 6085.456543
	Iteration 22Q: 3 clusters Score -2.445128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 212449 members 
Entering Unmasked Estep 
Score: -24451306.000000 Penalty: 6085.456543
	Iteration 23Q: 3 clusters Score -2.445131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 212446 members 
Entering Unmasked Estep 
Score: -24451304.000000 Penalty: 6085.456543
	Iteration 24Q: 3 clusters Score -2.44513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 212450 members 
Entering Unmasked Estep 
Score: -24451314.000000 Penalty: 6085.456543
	Iteration 25Q: 3 clusters Score -2.445131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 212455 members 
Entering Unmasked Estep 
Score: -24451316.000000 Penalty: 6085.456543
	Iteration 26Q: 3 clusters Score -2.445132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 212457 members 
Entering Unmasked Estep 
Score: -24451324.000000 Penalty: 6085.456543
	Iteration 27Q: 3 clusters Score -2.445132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 212464 members 
Entering Unmasked Estep 
Score: -24451326.000000 Penalty: 6085.456543
	Iteration 28Q: 3 clusters Score -2.445133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 212469 members 
Entering Unmasked Estep 
Score: -24451318.000000 Penalty: 6085.456543
	Iteration 29Q: 3 clusters Score -2.445132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 212477 members 
Entering Unmasked Estep 
Score: -24451328.000000 Penalty: 6085.456543
	Iteration 30Q: 3 clusters Score -2.445133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 212475 members 
Entering Unmasked Estep 
Score: -24451324.000000 Penalty: 6085.456543
	Iteration 31Q: 3 clusters Score -2.445132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 212475 members 
Entering Unmasked Estep 
Score: -24451328.000000 Penalty: 6085.456543
	Iteration 32Q: 3 clusters Score -2.445133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 212474 members 
Entering Unmasked Estep 
Score: -24451338.000000 Penalty: 6085.456543
	Iteration 33Q: 3 clusters Score -2.445134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 212473 members 
Entering Unmasked Estep 
Score: -24451348.000000 Penalty: 6085.456543
	Iteration 34Q: 3 clusters Score -2.445135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 212473 members 
Entering Unmasked Estep 
Score: -24451352.000000 Penalty: 6085.456543
	Iteration 35Q: 3 clusters Score -2.445135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 212475 members 
Entering Unmasked Estep 
Score: -24451348.000000 Penalty: 6085.456543
	Iteration 36Q: 3 clusters Score -2.445135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 212480 members 
Entering Unmasked Estep 
Score: -24451344.000000 Penalty: 6085.456543
	Iteration 37Q: 3 clusters Score -2.445134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 212481 members 
Entering Unmasked Estep 
Score: -24451350.000000 Penalty: 6085.456543
	Iteration 38Q: 3 clusters Score -2.445135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 212485 members 
Entering Unmasked Estep 
Score: -24451372.000000 Penalty: 6085.456543
	Iteration 39Q: 3 clusters Score -2.445137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 212488 members 
Entering Unmasked Estep 
Score: -24451356.000000 Penalty: 6085.456543
	Iteration 40F: 3 clusters Score -2.445136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 212489 members 
Entering Unmasked Estep 
Score: -24451344.000000 Penalty: 6085.456543
	Iteration 41Q: 3 clusters Score -2.445134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 212488 members 
Entering Unmasked Estep 
Score: -24451354.000000 Penalty: 6085.456543
	Iteration 42Q: 3 clusters Score -2.445135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 212489 members 
Entering Unmasked Estep 
Score: -24451356.000000 Penalty: 6085.456543
	Iteration 43Q: 3 clusters Score -2.445136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 212489 members 
Entering Unmasked Estep 
Score: -24451356.000000 Penalty: 6085.456543
	Iteration 44F: 3 clusters Score -2.445136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 395 members 
Entering Unmasked Estep 
Score: -73505.437500 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73505.44 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73744.054688 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73744.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73808.585938 Penalty: 3267.424805
	Iteration 2Q: 3 clusters Score -73808.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73833.296875 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73837.570312 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73837.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73841.093750 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73841.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73847.992188 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73847.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73849.937500 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -73849.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73849.937500 Penalty: 3267.424805
	Iteration 8F: 3 clusters Score -73849.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Entering Unmasked Estep 
Score: -1931844.625000 Penalty: 2419.495605
	Iteration 0F: 2 clusters Score -1931845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1919642.125000 Penalty: 4838.991211
	Iteration 0F: 3 clusters Score -1919642 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1923692.500000 Penalty: 4838.991211
	Iteration 1F: 3 clusters Score -1923692 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1924402.625000 Penalty: 4838.991211
	Iteration 2F: 3 clusters Score -1924403 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1925424.375000 Penalty: 4838.991211
	Iteration 3F: 3 clusters Score -1925424 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1926600.375000 Penalty: 4838.991211
	Iteration 4F: 3 clusters Score -1926600 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1927526.125000 Penalty: 4838.991211
	Iteration 5F: 3 clusters Score -1927526 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1928258.125000 Penalty: 4838.991211
	Iteration 6F: 3 clusters Score -1928258 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1928913.500000 Penalty: 4838.991211
	Iteration 7F: 3 clusters Score -1928914 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1929515.250000 Penalty: 4838.991211
	Iteration 8Q: 3 clusters Score -1929515 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1930089.125000 Penalty: 4838.991211
	Iteration 9Q: 3 clusters Score -1930089 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1930492.375000 Penalty: 4838.991211
	Iteration 10Q: 3 clusters Score -1930492 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1930840.125000 Penalty: 4838.991211
	Iteration 11Q: 3 clusters Score -1930840 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1931126.500000 Penalty: 4838.991211
	Iteration 12Q: 3 clusters Score -1931126 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1931352.625000 Penalty: 4838.991211
	Iteration 13Q: 3 clusters Score -1931353 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1931560.250000 Penalty: 4838.991211
	Iteration 14Q: 3 clusters Score -1931560 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1931767.875000 Penalty: 4838.991211
	Iteration 15Q: 3 clusters Score -1931768 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1931953.750000 Penalty: 4838.991211
	Iteration 16Q: 3 clusters Score -1931954 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1932118.750000 Penalty: 4838.991211
	Iteration 17Q: 3 clusters Score -1932119 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1932202.000000 Penalty: 4838.991211
	Iteration 18Q: 3 clusters Score -1932202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1932247.625000 Penalty: 4838.991211
	Iteration 19Q: 3 clusters Score -1932248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1932277.250000 Penalty: 4838.991211
	Iteration 20F: 3 clusters Score -1932277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1932307.125000 Penalty: 4838.991211
	Iteration 21Q: 3 clusters Score -1932307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1932325.000000 Penalty: 4838.991211
	Iteration 22Q: 3 clusters Score -1932325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1932346.000000 Penalty: 4838.991211
	Iteration 23Q: 3 clusters Score -1932346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1932367.875000 Penalty: 4838.991211
	Iteration 24Q: 3 clusters Score -1932368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1932375.750000 Penalty: 4838.991211
	Iteration 25Q: 3 clusters Score -1932376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1932379.625000 Penalty: 4838.991211
	Iteration 26Q: 3 clusters Score -1932380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1932384.625000 Penalty: 4838.991211
	Iteration 27Q: 3 clusters Score -1932385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1932387.250000 Penalty: 4838.991211
	Iteration 28Q: 3 clusters Score -1932387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1932388.625000 Penalty: 4838.991211
	Iteration 29Q: 3 clusters Score -1932389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1932388.750000 Penalty: 4838.991211
	Iteration 30Q: 3 clusters Score -1932389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1932392.875000 Penalty: 4838.991211
	Iteration 31Q: 3 clusters Score -1932393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1932398.250000 Penalty: 4838.991211
	Iteration 32Q: 3 clusters Score -1932398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1932399.500000 Penalty: 4838.991211
	Iteration 33Q: 3 clusters Score -1932400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1932401.750000 Penalty: 4838.991211
	Iteration 34Q: 3 clusters Score -1932402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1932403.375000 Penalty: 4838.991211
	Iteration 35Q: 3 clusters Score -1932403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1932403.375000 Penalty: 4838.991211
	Iteration 36Q: 3 clusters Score -1932403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1932403.375000 Penalty: 4838.991211
	Iteration 37F: 3 clusters Score -1932403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 15511 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 1747 members 
Entering Unmasked Estep 
Score: -139281968.000000 Penalty: 223341.859375
Splitting cluster 10 changes total score from -139283056.000000 to -139281968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Entering Unmasked Estep 
Score: -1161063.250000 Penalty: 2311.493896
	Iteration 0F: 2 clusters Score -1161063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1152611.250000 Penalty: 4622.987793
	Iteration 0F: 3 clusters Score -1152611 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1155688.250000 Penalty: 4622.987793
	Iteration 1F: 3 clusters Score -1155688 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1156554.875000 Penalty: 4622.987793
	Iteration 2F: 3 clusters Score -1156555 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1157159.500000 Penalty: 4622.987793
	Iteration 3F: 3 clusters Score -1157160 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1157593.750000 Penalty: 4622.987793
	Iteration 4F: 3 clusters Score -1157594 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1157942.000000 Penalty: 4622.987793
	Iteration 5F: 3 clusters Score -1157942 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1158251.250000 Penalty: 4622.987793
	Iteration 6Q: 3 clusters Score -1158251 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1158572.500000 Penalty: 4622.987793
	Iteration 7Q: 3 clusters Score -1158572 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1158894.625000 Penalty: 4622.987793
	Iteration 8Q: 3 clusters Score -1158895 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1159205.875000 Penalty: 4622.987793
	Iteration 9Q: 3 clusters Score -1159206 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1159494.750000 Penalty: 4622.987793
	Iteration 10Q: 3 clusters Score -1159495 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1159732.250000 Penalty: 4622.987793
	Iteration 11Q: 3 clusters Score -1159732 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1159879.375000 Penalty: 4622.987793
	Iteration 12Q: 3 clusters Score -1159879 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1159976.500000 Penalty: 4622.987793
	Iteration 13Q: 3 clusters Score -1159976 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1160047.250000 Penalty: 4622.987793
	Iteration 14Q: 3 clusters Score -1160047 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1160109.000000 Penalty: 4622.987793
	Iteration 15Q: 3 clusters Score -1160109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1160148.875000 Penalty: 4622.987793
	Iteration 16Q: 3 clusters Score -1160149 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1160173.250000 Penalty: 4622.987793
	Iteration 17Q: 3 clusters Score -1160173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1160204.750000 Penalty: 4622.987793
	Iteration 18Q: 3 clusters Score -1160205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1160228.375000 Penalty: 4622.987793
	Iteration 19Q: 3 clusters Score -1160228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1160246.500000 Penalty: 4622.987793
	Iteration 20F: 3 clusters Score -1160246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1160256.625000 Penalty: 4622.987793
	Iteration 21Q: 3 clusters Score -1160257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1160260.875000 Penalty: 4622.987793
	Iteration 22Q: 3 clusters Score -1160261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1160263.625000 Penalty: 4622.987793
	Iteration 23Q: 3 clusters Score -1160264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1160270.000000 Penalty: 4622.987793
	Iteration 24Q: 3 clusters Score -1160270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1160273.125000 Penalty: 4622.987793
	Iteration 25Q: 3 clusters Score -1160273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1160277.750000 Penalty: 4622.987793
	Iteration 26Q: 3 clusters Score -1160278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1160280.500000 Penalty: 4622.987793
	Iteration 27Q: 3 clusters Score -1160280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1160281.375000 Penalty: 4622.987793
	Iteration 28Q: 3 clusters Score -1160281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1160281.625000 Penalty: 4622.987793
	Iteration 29Q: 3 clusters Score -1160282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1160282.625000 Penalty: 4622.987793
	Iteration 30Q: 3 clusters Score -1160283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1160284.250000 Penalty: 4622.987793
	Iteration 31Q: 3 clusters Score -1160284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1160286.500000 Penalty: 4622.987793
	Iteration 32Q: 3 clusters Score -1160286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1160287.250000 Penalty: 4622.987793
	Iteration 33Q: 3 clusters Score -1160287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1160292.375000 Penalty: 4622.987793
	Iteration 34Q: 3 clusters Score -1160292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1160293.375000 Penalty: 4622.987793
	Iteration 35Q: 3 clusters Score -1160293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1160295.500000 Penalty: 4622.987793
	Iteration 36Q: 3 clusters Score -1160296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1160294.375000 Penalty: 4622.987793
	Iteration 37Q: 3 clusters Score -1160294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1160296.000000 Penalty: 4622.987793
	Iteration 38Q: 3 clusters Score -1160296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1160296.500000 Penalty: 4622.987793
	Iteration 39Q: 3 clusters Score -1160296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1160296.500000 Penalty: 4622.987793
	Iteration 40F: 3 clusters Score -1160296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Entering Unmasked Estep 
Score: -1598132.000000 Penalty: 2375.833008
	Iteration 0F: 2 clusters Score -1598132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1587636.625000 Penalty: 4751.666016
	Iteration 0F: 3 clusters Score -1587637 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1591073.750000 Penalty: 4751.666016
	Iteration 1F: 3 clusters Score -1591074 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1591644.500000 Penalty: 4751.666016
	Iteration 2F: 3 clusters Score -1591644 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1592167.375000 Penalty: 4751.666016
	Iteration 3F: 3 clusters Score -1592167 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1592623.750000 Penalty: 4751.666016
	Iteration 4F: 3 clusters Score -1592624 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1593033.750000 Penalty: 4751.666016
	Iteration 5F: 3 clusters Score -1593034 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1593420.000000 Penalty: 4751.666016
	Iteration 6Q: 3 clusters Score -1593420 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1593808.875000 Penalty: 4751.666016
	Iteration 7Q: 3 clusters Score -1593809 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1594186.500000 Penalty: 4751.666016
	Iteration 8Q: 3 clusters Score -1594186 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1594540.125000 Penalty: 4751.666016
	Iteration 9Q: 3 clusters Score -1594540 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1594870.625000 Penalty: 4751.666016
	Iteration 10Q: 3 clusters Score -1594871 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1595198.250000 Penalty: 4751.666016
	Iteration 11Q: 3 clusters Score -1595198 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1595493.750000 Penalty: 4751.666016
	Iteration 12Q: 3 clusters Score -1595494 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1595711.750000 Penalty: 4751.666016
	Iteration 13Q: 3 clusters Score -1595712 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1595883.125000 Penalty: 4751.666016
	Iteration 14Q: 3 clusters Score -1595883 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1596022.000000 Penalty: 4751.666016
	Iteration 15Q: 3 clusters Score -1596022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1596122.125000 Penalty: 4751.666016
	Iteration 16Q: 3 clusters Score -1596122 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1596218.125000 Penalty: 4751.666016
	Iteration 17Q: 3 clusters Score -1596218 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1596315.000000 Penalty: 4751.666016
	Iteration 18Q: 3 clusters Score -1596315 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1596414.875000 Penalty: 4751.666016
	Iteration 19Q: 3 clusters Score -1596415 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1596538.250000 Penalty: 4751.666016
	Iteration 20F: 3 clusters Score -1596538 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1596655.375000 Penalty: 4751.666016
	Iteration 21Q: 3 clusters Score -1596655 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1596783.250000 Penalty: 4751.666016
	Iteration 22Q: 3 clusters Score -1596783 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1596902.625000 Penalty: 4751.666016
	Iteration 23Q: 3 clusters Score -1596903 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1597015.375000 Penalty: 4751.666016
	Iteration 24Q: 3 clusters Score -1597015 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1597124.875000 Penalty: 4751.666016
	Iteration 25Q: 3 clusters Score -1597125 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1597214.500000 Penalty: 4751.666016
	Iteration 26Q: 3 clusters Score -1597214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1597261.125000 Penalty: 4751.666016
	Iteration 27Q: 3 clusters Score -1597261 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1597304.375000 Penalty: 4751.666016
	Iteration 28Q: 3 clusters Score -1597304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1597336.875000 Penalty: 4751.666016
	Iteration 29Q: 3 clusters Score -1597337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1597366.875000 Penalty: 4751.666016
	Iteration 30Q: 3 clusters Score -1597367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1597399.750000 Penalty: 4751.666016
	Iteration 31Q: 3 clusters Score -1597400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1597428.000000 Penalty: 4751.666016
	Iteration 32Q: 3 clusters Score -1597428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1597455.375000 Penalty: 4751.666016
	Iteration 33Q: 3 clusters Score -1597455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1597472.625000 Penalty: 4751.666016
	Iteration 34Q: 3 clusters Score -1597473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1597482.250000 Penalty: 4751.666016
	Iteration 35Q: 3 clusters Score -1597482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1597489.500000 Penalty: 4751.666016
	Iteration 36Q: 3 clusters Score -1597490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1597496.750000 Penalty: 4751.666016
	Iteration 37Q: 3 clusters Score -1597497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1597506.375000 Penalty: 4751.666016
	Iteration 38Q: 3 clusters Score -1597506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1597515.000000 Penalty: 4751.666016
	Iteration 39Q: 3 clusters Score -1597515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1597520.750000 Penalty: 4751.666016
	Iteration 40F: 3 clusters Score -1597521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1597524.250000 Penalty: 4751.666016
	Iteration 41Q: 3 clusters Score -1597524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1597522.125000 Penalty: 4751.666016
	Iteration 42Q: 3 clusters Score -1597522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1597525.125000 Penalty: 4751.666016
	Iteration 43Q: 3 clusters Score -1597525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1597524.875000 Penalty: 4751.666016
	Iteration 44Q: 3 clusters Score -1597525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1597524.875000 Penalty: 4751.666016
	Iteration 45Q: 3 clusters Score -1597525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1597525.375000 Penalty: 4751.666016
	Iteration 46Q: 3 clusters Score -1597525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1597525.375000 Penalty: 4751.666016
	Iteration 47F: 3 clusters Score -1597525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -400985.937500 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -400985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -397259.937500 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -397259.9 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -398112.781250 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -398112.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -398328.687500 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -398328.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -398538.343750 Penalty: 4076.384521
	Iteration 3F: 3 clusters Score -398538.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -398802.250000 Penalty: 4076.384521
	Iteration 4F: 3 clusters Score -398802.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -399167.531250 Penalty: 4076.384521
	Iteration 5F: 3 clusters Score -399167.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -399507.531250 Penalty: 4076.384521
	Iteration 6F: 3 clusters Score -399507.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -399853.281250 Penalty: 4076.384521
	Iteration 7F: 3 clusters Score -399853.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -400144.812500 Penalty: 4076.384521
	Iteration 8F: 3 clusters Score -400144.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -400379.562500 Penalty: 4076.384521
	Iteration 9F: 3 clusters Score -400379.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -400564.437500 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -400564.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -400694.531250 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -400694.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -400770.625000 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -400770.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -400810.093750 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -400810.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -400825.437500 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -400825.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -400834.281250 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -400834.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -400841.406250 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -400841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -400845.656250 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -400845.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -400848.937500 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -400848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -400852.437500 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -400852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -400856.656250 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -400856.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -400858.875000 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -400858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -400863.000000 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -400863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -400865.468750 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -400865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -400865.468750 Penalty: 4076.384521
	Iteration 24F: 3 clusters Score -400865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Entering Unmasked Estep 
Score: -5274985.500000 Penalty: 2666.154053
	Iteration 0F: 2 clusters Score -5274986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -5243375.500000 Penalty: 5332.308105
	Iteration 0F: 3 clusters Score -5243376 nChanged 21497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -5255651.500000 Penalty: 5332.308105
	Iteration 1F: 3 clusters Score -5255652 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -5256565.000000 Penalty: 5332.308105
	Iteration 2Q: 3 clusters Score -5256565 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -5257755.000000 Penalty: 5332.308105
	Iteration 3F: 3 clusters Score -5257755 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -5259318.500000 Penalty: 5332.308105
	Iteration 4F: 3 clusters Score -5259318 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5261113.500000 Penalty: 5332.308105
	Iteration 5F: 3 clusters Score -5261114 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5262876.500000 Penalty: 5332.308105
	Iteration 6F: 3 clusters Score -5262876 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -5264557.000000 Penalty: 5332.308105
	Iteration 7F: 3 clusters Score -5264557 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -5265940.500000 Penalty: 5332.308105
	Iteration 8F: 3 clusters Score -5265940 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5267121.000000 Penalty: 5332.308105
	Iteration 9Q: 3 clusters Score -5267121 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5268198.000000 Penalty: 5332.308105
	Iteration 10Q: 3 clusters Score -5268198 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5269181.000000 Penalty: 5332.308105
	Iteration 11Q: 3 clusters Score -5269181 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -5270127.000000 Penalty: 5332.308105
	Iteration 12Q: 3 clusters Score -5270127 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -5270924.500000 Penalty: 5332.308105
	Iteration 13Q: 3 clusters Score -5270924 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5271605.000000 Penalty: 5332.308105
	Iteration 14Q: 3 clusters Score -5271605 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -5272056.500000 Penalty: 5332.308105
	Iteration 15Q: 3 clusters Score -5272056 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -5272404.500000 Penalty: 5332.308105
	Iteration 16Q: 3 clusters Score -5272404 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -5272633.500000 Penalty: 5332.308105
	Iteration 17Q: 3 clusters Score -5272634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -5272795.000000 Penalty: 5332.308105
	Iteration 18Q: 3 clusters Score -5272795 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -5272929.500000 Penalty: 5332.308105
	Iteration 19Q: 3 clusters Score -5272930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -5273029.000000 Penalty: 5332.308105
	Iteration 20F: 3 clusters Score -5273029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -5273101.500000 Penalty: 5332.308105
	Iteration 21Q: 3 clusters Score -5273102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -5273149.000000 Penalty: 5332.308105
	Iteration 22Q: 3 clusters Score -5273149 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -5273178.000000 Penalty: 5332.308105
	Iteration 23Q: 3 clusters Score -5273178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -5273201.500000 Penalty: 5332.308105
	Iteration 24Q: 3 clusters Score -5273202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -5273219.500000 Penalty: 5332.308105
	Iteration 25Q: 3 clusters Score -5273220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -5273220.000000 Penalty: 5332.308105
	Iteration 26Q: 3 clusters Score -5273220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -5273238.500000 Penalty: 5332.308105
	Iteration 27Q: 3 clusters Score -5273238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -5273248.000000 Penalty: 5332.308105
	Iteration 28Q: 3 clusters Score -5273248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -5273268.500000 Penalty: 5332.308105
	Iteration 29Q: 3 clusters Score -5273268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -5273276.500000 Penalty: 5332.308105
	Iteration 30Q: 3 clusters Score -5273276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5273290.500000 Penalty: 5332.308105
	Iteration 31Q: 3 clusters Score -5273290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -5273300.500000 Penalty: 5332.308105
	Iteration 32Q: 3 clusters Score -5273300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -5273306.000000 Penalty: 5332.308105
	Iteration 33Q: 3 clusters Score -5273306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -5273309.500000 Penalty: 5332.308105
	Iteration 34Q: 3 clusters Score -5273310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -5273310.000000 Penalty: 5332.308105
	Iteration 35Q: 3 clusters Score -5273310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -5273309.000000 Penalty: 5332.308105
	Iteration 36Q: 3 clusters Score -5273309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -5273311.500000 Penalty: 5332.308105
	Iteration 37Q: 3 clusters Score -5273312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -5273314.500000 Penalty: 5332.308105
	Iteration 38Q: 3 clusters Score -5273314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -5273315.000000 Penalty: 5332.308105
	Iteration 39Q: 3 clusters Score -5273315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -5273320.000000 Penalty: 5332.308105
	Iteration 40F: 3 clusters Score -5273320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -5273324.500000 Penalty: 5332.308105
	Iteration 41Q: 3 clusters Score -5273324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -5273323.500000 Penalty: 5332.308105
	Iteration 42Q: 3 clusters Score -5273324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -5273328.000000 Penalty: 5332.308105
	Iteration 43Q: 3 clusters Score -5273328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5273330.000000 Penalty: 5332.308105
	Iteration 44Q: 3 clusters Score -5273330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5273327.500000 Penalty: 5332.308105
	Iteration 45Q: 3 clusters Score -5273328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -5273330.000000 Penalty: 5332.308105
	Iteration 46Q: 3 clusters Score -5273330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5273336.500000 Penalty: 5332.308105
	Iteration 47Q: 3 clusters Score -5273336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5273336.500000 Penalty: 5332.308105
	Iteration 48Q: 3 clusters Score -5273336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -5273332.500000 Penalty: 5332.308105
	Iteration 49Q: 3 clusters Score -5273332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5273335.000000 Penalty: 5332.308105
	Iteration 50Q: 3 clusters Score -5273335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5273335.000000 Penalty: 5332.308105
	Iteration 51F: 3 clusters Score -5273335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Entering Unmasked Estep 
Score: -1516450.125000 Penalty: 2370.620361
	Iteration 0F: 2 clusters Score -1516450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1506093.125000 Penalty: 4741.240723
	Iteration 0F: 3 clusters Score -1506093 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1509414.000000 Penalty: 4741.240723
	Iteration 1F: 3 clusters Score -1509414 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1509891.500000 Penalty: 4741.240723
	Iteration 2F: 3 clusters Score -1509892 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1510343.000000 Penalty: 4741.240723
	Iteration 3F: 3 clusters Score -1510343 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1510788.250000 Penalty: 4741.240723
	Iteration 4F: 3 clusters Score -1510788 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1511218.250000 Penalty: 4741.240723
	Iteration 5F: 3 clusters Score -1511218 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1511634.000000 Penalty: 4741.240723
	Iteration 6Q: 3 clusters Score -1511634 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1512037.125000 Penalty: 4741.240723
	Iteration 7Q: 3 clusters Score -1512037 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1512509.875000 Penalty: 4741.240723
	Iteration 8Q: 3 clusters Score -1512510 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1512976.000000 Penalty: 4741.240723
	Iteration 9Q: 3 clusters Score -1512976 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1513398.750000 Penalty: 4741.240723
	Iteration 10Q: 3 clusters Score -1513399 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1513831.500000 Penalty: 4741.240723
	Iteration 11Q: 3 clusters Score -1513832 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1514282.625000 Penalty: 4741.240723
	Iteration 12Q: 3 clusters Score -1514283 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1514701.125000 Penalty: 4741.240723
	Iteration 13Q: 3 clusters Score -1514701 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1515081.375000 Penalty: 4741.240723
	Iteration 14Q: 3 clusters Score -1515081 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1515413.000000 Penalty: 4741.240723
	Iteration 15Q: 3 clusters Score -1515413 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1515701.250000 Penalty: 4741.240723
	Iteration 16Q: 3 clusters Score -1515701 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1515894.500000 Penalty: 4741.240723
	Iteration 17Q: 3 clusters Score -1515894 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1516036.875000 Penalty: 4741.240723
	Iteration 18Q: 3 clusters Score -1516037 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1516149.750000 Penalty: 4741.240723
	Iteration 19Q: 3 clusters Score -1516150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1516222.250000 Penalty: 4741.240723
	Iteration 20F: 3 clusters Score -1516222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1516274.375000 Penalty: 4741.240723
	Iteration 21Q: 3 clusters Score -1516274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1516308.125000 Penalty: 4741.240723
	Iteration 22Q: 3 clusters Score -1516308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1516344.500000 Penalty: 4741.240723
	Iteration 23Q: 3 clusters Score -1516344 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1516385.375000 Penalty: 4741.240723
	Iteration 24Q: 3 clusters Score -1516385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1516425.500000 Penalty: 4741.240723
	Iteration 25Q: 3 clusters Score -1516426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1516452.750000 Penalty: 4741.240723
	Iteration 26Q: 3 clusters Score -1516453 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1516478.875000 Penalty: 4741.240723
	Iteration 27Q: 3 clusters Score -1516479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1516509.000000 Penalty: 4741.240723
	Iteration 28Q: 3 clusters Score -1516509 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1516543.750000 Penalty: 4741.240723
	Iteration 29Q: 3 clusters Score -1516544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1516560.875000 Penalty: 4741.240723
	Iteration 30Q: 3 clusters Score -1516561 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1516573.750000 Penalty: 4741.240723
	Iteration 31Q: 3 clusters Score -1516574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1516582.000000 Penalty: 4741.240723
	Iteration 32Q: 3 clusters Score -1516582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1516597.375000 Penalty: 4741.240723
	Iteration 33Q: 3 clusters Score -1516597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1516606.500000 Penalty: 4741.240723
	Iteration 34Q: 3 clusters Score -1516606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1516616.750000 Penalty: 4741.240723
	Iteration 35Q: 3 clusters Score -1516617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1516624.625000 Penalty: 4741.240723
	Iteration 36Q: 3 clusters Score -1516625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1516642.000000 Penalty: 4741.240723
	Iteration 37Q: 3 clusters Score -1516642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1516651.125000 Penalty: 4741.240723
	Iteration 38Q: 3 clusters Score -1516651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1516658.750000 Penalty: 4741.240723
	Iteration 39Q: 3 clusters Score -1516659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1516670.625000 Penalty: 4741.240723
	Iteration 40F: 3 clusters Score -1516671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1516676.750000 Penalty: 4741.240723
	Iteration 41Q: 3 clusters Score -1516677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1516679.750000 Penalty: 4741.240723
	Iteration 42Q: 3 clusters Score -1516680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1516688.250000 Penalty: 4741.240723
	Iteration 43Q: 3 clusters Score -1516688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1516693.750000 Penalty: 4741.240723
	Iteration 44Q: 3 clusters Score -1516694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1516699.750000 Penalty: 4741.240723
	Iteration 45Q: 3 clusters Score -1516700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1516702.125000 Penalty: 4741.240723
	Iteration 46Q: 3 clusters Score -1516702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1516706.750000 Penalty: 4741.240723
	Iteration 47Q: 3 clusters Score -1516707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1516713.875000 Penalty: 4741.240723
	Iteration 48Q: 3 clusters Score -1516714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1516714.375000 Penalty: 4741.240723
	Iteration 49Q: 3 clusters Score -1516714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1516716.875000 Penalty: 4741.240723
	Iteration 50Q: 3 clusters Score -1516717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1516715.625000 Penalty: 4741.240723
	Iteration 51Q: 3 clusters Score -1516716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1516718.125000 Penalty: 4741.240723
	Iteration 52Q: 3 clusters Score -1516718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1516720.500000 Penalty: 4741.240723
	Iteration 53Q: 3 clusters Score -1516720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1516722.125000 Penalty: 4741.240723
	Iteration 54Q: 3 clusters Score -1516722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1516722.250000 Penalty: 4741.240723
	Iteration 55Q: 3 clusters Score -1516722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1516724.125000 Penalty: 4741.240723
	Iteration 56Q: 3 clusters Score -1516724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1516723.750000 Penalty: 4741.240723
	Iteration 57Q: 3 clusters Score -1516724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1516726.375000 Penalty: 4741.240723
	Iteration 58Q: 3 clusters Score -1516726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1516726.875000 Penalty: 4741.240723
	Iteration 59Q: 3 clusters Score -1516727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1516728.500000 Penalty: 4741.240723
	Iteration 60F: 3 clusters Score -1516728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1516729.250000 Penalty: 4741.240723
	Iteration 61Q: 3 clusters Score -1516729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1516728.375000 Penalty: 4741.240723
	Iteration 62Q: 3 clusters Score -1516728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1516728.875000 Penalty: 4741.240723
	Iteration 63Q: 3 clusters Score -1516729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1516727.625000 Penalty: 4741.240723
	Iteration 64Q: 3 clusters Score -1516728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1516727.625000 Penalty: 4741.240723
	Iteration 65F: 3 clusters Score -1516728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 7467 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 6704 members 
Entering Unmasked Estep 
Score: -139281920.000000 Penalty: 223341.859375
Splitting cluster 15 changes total score from -139283056.000000 to -139281920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Entering Unmasked Estep 
Score: -559874.312500 Penalty: 2141.077148
	Iteration 0F: 2 clusters Score -559874.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -555028.187500 Penalty: 4282.154297
	Iteration 0F: 3 clusters Score -555028.2 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -556630.687500 Penalty: 4282.154297
	Iteration 1F: 3 clusters Score -556630.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -557169.062500 Penalty: 4282.154297
	Iteration 2F: 3 clusters Score -557169.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -557562.187500 Penalty: 4282.154297
	Iteration 3F: 3 clusters Score -557562.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -557834.812500 Penalty: 4282.154297
	Iteration 4F: 3 clusters Score -557834.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -558042.562500 Penalty: 4282.154297
	Iteration 5Q: 3 clusters Score -558042.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -558199.937500 Penalty: 4282.154297
	Iteration 6Q: 3 clusters Score -558199.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -558322.937500 Penalty: 4282.154297
	Iteration 7Q: 3 clusters Score -558322.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -558433.687500 Penalty: 4282.154297
	Iteration 8Q: 3 clusters Score -558433.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -558539.312500 Penalty: 4282.154297
	Iteration 9Q: 3 clusters Score -558539.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -558615.750000 Penalty: 4282.154297
	Iteration 10Q: 3 clusters Score -558615.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -558676.687500 Penalty: 4282.154297
	Iteration 11Q: 3 clusters Score -558676.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -558731.187500 Penalty: 4282.154297
	Iteration 12Q: 3 clusters Score -558731.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -558770.437500 Penalty: 4282.154297
	Iteration 13Q: 3 clusters Score -558770.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -558805.812500 Penalty: 4282.154297
	Iteration 14Q: 3 clusters Score -558805.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -558835.562500 Penalty: 4282.154297
	Iteration 15Q: 3 clusters Score -558835.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -558864.437500 Penalty: 4282.154297
	Iteration 16Q: 3 clusters Score -558864.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -558881.250000 Penalty: 4282.154297
	Iteration 17Q: 3 clusters Score -558881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -558892.562500 Penalty: 4282.154297
	Iteration 18Q: 3 clusters Score -558892.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -558907.125000 Penalty: 4282.154297
	Iteration 19Q: 3 clusters Score -558907.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -558916.312500 Penalty: 4282.154297
	Iteration 20F: 3 clusters Score -558916.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -558922.000000 Penalty: 4282.154297
	Iteration 21Q: 3 clusters Score -558922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -558931.687500 Penalty: 4282.154297
	Iteration 22Q: 3 clusters Score -558931.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -558942.937500 Penalty: 4282.154297
	Iteration 23Q: 3 clusters Score -558942.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -558951.625000 Penalty: 4282.154297
	Iteration 24Q: 3 clusters Score -558951.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -558957.062500 Penalty: 4282.154297
	Iteration 25Q: 3 clusters Score -558957.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -558962.500000 Penalty: 4282.154297
	Iteration 26Q: 3 clusters Score -558962.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -558967.312500 Penalty: 4282.154297
	Iteration 27Q: 3 clusters Score -558967.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -558969.812500 Penalty: 4282.154297
	Iteration 28Q: 3 clusters Score -558969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -558971.875000 Penalty: 4282.154297
	Iteration 29Q: 3 clusters Score -558971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -558974.312500 Penalty: 4282.154297
	Iteration 30Q: 3 clusters Score -558974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -558977.062500 Penalty: 4282.154297
	Iteration 31Q: 3 clusters Score -558977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -558977.625000 Penalty: 4282.154297
	Iteration 32Q: 3 clusters Score -558977.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -558978.062500 Penalty: 4282.154297
	Iteration 33Q: 3 clusters Score -558978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -558978.875000 Penalty: 4282.154297
	Iteration 34Q: 3 clusters Score -558978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -558978.875000 Penalty: 4282.154297
	Iteration 35F: 3 clusters Score -558978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -407137.937500 Penalty: 2069.849609
	Iteration 0F: 2 clusters Score -407137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -403194.312500 Penalty: 4139.699219
	Iteration 0F: 3 clusters Score -403194.3 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -404320.250000 Penalty: 4139.699219
	Iteration 1F: 3 clusters Score -404320.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -404831.468750 Penalty: 4139.699219
	Iteration 2F: 3 clusters Score -404831.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -405296.187500 Penalty: 4139.699219
	Iteration 3F: 3 clusters Score -405296.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -405755.031250 Penalty: 4139.699219
	Iteration 4F: 3 clusters Score -405755 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -406134.468750 Penalty: 4139.699219
	Iteration 5F: 3 clusters Score -406134.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -406393.187500 Penalty: 4139.699219
	Iteration 6F: 3 clusters Score -406393.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -406536.031250 Penalty: 4139.699219
	Iteration 7Q: 3 clusters Score -406536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -406615.656250 Penalty: 4139.699219
	Iteration 8Q: 3 clusters Score -406615.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -406662.875000 Penalty: 4139.699219
	Iteration 9Q: 3 clusters Score -406662.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -406688.843750 Penalty: 4139.699219
	Iteration 10Q: 3 clusters Score -406688.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -406709.718750 Penalty: 4139.699219
	Iteration 11Q: 3 clusters Score -406709.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -406731.093750 Penalty: 4139.699219
	Iteration 12Q: 3 clusters Score -406731.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -406743.750000 Penalty: 4139.699219
	Iteration 13Q: 3 clusters Score -406743.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -406757.593750 Penalty: 4139.699219
	Iteration 14Q: 3 clusters Score -406757.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -406775.312500 Penalty: 4139.699219
	Iteration 15Q: 3 clusters Score -406775.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -406797.781250 Penalty: 4139.699219
	Iteration 16Q: 3 clusters Score -406797.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -406833.000000 Penalty: 4139.699219
	Iteration 17Q: 3 clusters Score -406833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -406877.812500 Penalty: 4139.699219
	Iteration 18Q: 3 clusters Score -406877.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -406938.281250 Penalty: 4139.699219
	Iteration 19Q: 3 clusters Score -406938.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -406994.312500 Penalty: 4139.699219
	Iteration 20F: 3 clusters Score -406994.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -407059.906250 Penalty: 4139.699219
	Iteration 21Q: 3 clusters Score -407059.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -407138.593750 Penalty: 4139.699219
	Iteration 22Q: 3 clusters Score -407138.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -407206.093750 Penalty: 4139.699219
	Iteration 23Q: 3 clusters Score -407206.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -407248.468750 Penalty: 4139.699219
	Iteration 24Q: 3 clusters Score -407248.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -407270.031250 Penalty: 4139.699219
	Iteration 25Q: 3 clusters Score -407270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -407278.312500 Penalty: 4139.699219
	Iteration 26Q: 3 clusters Score -407278.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -407281.906250 Penalty: 4139.699219
	Iteration 27Q: 3 clusters Score -407281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -407285.375000 Penalty: 4139.699219
	Iteration 28Q: 3 clusters Score -407285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -407285.656250 Penalty: 4139.699219
	Iteration 29Q: 3 clusters Score -407285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -407285.312500 Penalty: 4139.699219
	Iteration 30Q: 3 clusters Score -407285.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -407285.312500 Penalty: 4139.699219
	Iteration 31F: 3 clusters Score -407285.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 1652 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 2562 members 
Entering Unmasked Estep 
Score: -139281648.000000 Penalty: 223341.859375
Splitting cluster 17 changes total score from -139283056.000000 to -139281648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (6380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Entering Unmasked Estep 
Score: -715900.062500 Penalty: 2172.708984
	Iteration 0F: 2 clusters Score -715900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -710558.437500 Penalty: 4345.417969
	Iteration 0F: 3 clusters Score -710558.4 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -711927.937500 Penalty: 4345.417969
	Iteration 1F: 3 clusters Score -711927.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -712195.562500 Penalty: 4345.417969
	Iteration 2F: 3 clusters Score -712195.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -712361.937500 Penalty: 4345.417969
	Iteration 3F: 3 clusters Score -712361.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -712464.625000 Penalty: 4345.417969
	Iteration 4Q: 3 clusters Score -712464.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -712554.437500 Penalty: 4345.417969
	Iteration 5Q: 3 clusters Score -712554.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -712613.187500 Penalty: 4345.417969
	Iteration 6Q: 3 clusters Score -712613.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -712664.000000 Penalty: 4345.417969
	Iteration 7Q: 3 clusters Score -712664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -712731.000000 Penalty: 4345.417969
	Iteration 8Q: 3 clusters Score -712731 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -712803.625000 Penalty: 4345.417969
	Iteration 9Q: 3 clusters Score -712803.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -712877.562500 Penalty: 4345.417969
	Iteration 10Q: 3 clusters Score -712877.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -712937.062500 Penalty: 4345.417969
	Iteration 11Q: 3 clusters Score -712937.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -712986.562500 Penalty: 4345.417969
	Iteration 12Q: 3 clusters Score -712986.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -713025.937500 Penalty: 4345.417969
	Iteration 13Q: 3 clusters Score -713025.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -713063.125000 Penalty: 4345.417969
	Iteration 14Q: 3 clusters Score -713063.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -713097.000000 Penalty: 4345.417969
	Iteration 15Q: 3 clusters Score -713097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -713136.937500 Penalty: 4345.417969
	Iteration 16Q: 3 clusters Score -713136.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -713173.750000 Penalty: 4345.417969
	Iteration 17Q: 3 clusters Score -713173.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -713212.062500 Penalty: 4345.417969
	Iteration 18Q: 3 clusters Score -713212.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -713247.937500 Penalty: 4345.417969
	Iteration 19Q: 3 clusters Score -713247.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -713283.437500 Penalty: 4345.417969
	Iteration 20F: 3 clusters Score -713283.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -713315.062500 Penalty: 4345.417969
	Iteration 21Q: 3 clusters Score -713315.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -713333.125000 Penalty: 4345.417969
	Iteration 22Q: 3 clusters Score -713333.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -713346.687500 Penalty: 4345.417969
	Iteration 23Q: 3 clusters Score -713346.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -713361.687500 Penalty: 4345.417969
	Iteration 24Q: 3 clusters Score -713361.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -713376.000000 Penalty: 4345.417969
	Iteration 25Q: 3 clusters Score -713376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -713390.750000 Penalty: 4345.417969
	Iteration 26Q: 3 clusters Score -713390.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -713406.562500 Penalty: 4345.417969
	Iteration 27Q: 3 clusters Score -713406.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -713428.875000 Penalty: 4345.417969
	Iteration 28Q: 3 clusters Score -713428.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -713447.625000 Penalty: 4345.417969
	Iteration 29Q: 3 clusters Score -713447.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -713462.250000 Penalty: 4345.417969
	Iteration 30Q: 3 clusters Score -713462.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -713480.125000 Penalty: 4345.417969
	Iteration 31Q: 3 clusters Score -713480.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -713497.875000 Penalty: 4345.417969
	Iteration 32Q: 3 clusters Score -713497.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -713514.250000 Penalty: 4345.417969
	Iteration 33Q: 3 clusters Score -713514.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -713531.687500 Penalty: 4345.417969
	Iteration 34Q: 3 clusters Score -713531.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -713552.500000 Penalty: 4345.417969
	Iteration 35Q: 3 clusters Score -713552.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -713573.687500 Penalty: 4345.417969
	Iteration 36Q: 3 clusters Score -713573.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -713594.187500 Penalty: 4345.417969
	Iteration 37Q: 3 clusters Score -713594.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -713611.750000 Penalty: 4345.417969
	Iteration 38Q: 3 clusters Score -713611.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -713640.625000 Penalty: 4345.417969
	Iteration 39Q: 3 clusters Score -713640.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -713679.062500 Penalty: 4345.417969
	Iteration 40F: 3 clusters Score -713679.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -713714.000000 Penalty: 4345.417969
	Iteration 41Q: 3 clusters Score -713714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -713758.062500 Penalty: 4345.417969
	Iteration 42Q: 3 clusters Score -713758.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -713794.812500 Penalty: 4345.417969
	Iteration 43Q: 3 clusters Score -713794.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -713830.062500 Penalty: 4345.417969
	Iteration 44Q: 3 clusters Score -713830.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -713871.187500 Penalty: 4345.417969
	Iteration 45Q: 3 clusters Score -713871.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -713918.875000 Penalty: 4345.417969
	Iteration 46Q: 3 clusters Score -713918.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -713964.437500 Penalty: 4345.417969
	Iteration 47Q: 3 clusters Score -713964.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -714000.562500 Penalty: 4345.417969
	Iteration 48Q: 3 clusters Score -714000.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -714021.500000 Penalty: 4345.417969
	Iteration 49Q: 3 clusters Score -714021.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -714037.562500 Penalty: 4345.417969
	Iteration 50Q: 3 clusters Score -714037.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -714045.875000 Penalty: 4345.417969
	Iteration 51Q: 3 clusters Score -714045.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -714051.937500 Penalty: 4345.417969
	Iteration 52Q: 3 clusters Score -714051.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -714062.875000 Penalty: 4345.417969
	Iteration 53Q: 3 clusters Score -714062.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -714074.312500 Penalty: 4345.417969
	Iteration 54Q: 3 clusters Score -714074.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -714080.375000 Penalty: 4345.417969
	Iteration 55Q: 3 clusters Score -714080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -714082.500000 Penalty: 4345.417969
	Iteration 56Q: 3 clusters Score -714082.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -714086.125000 Penalty: 4345.417969
	Iteration 57Q: 3 clusters Score -714086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -714091.187500 Penalty: 4345.417969
	Iteration 58Q: 3 clusters Score -714091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -714095.125000 Penalty: 4345.417969
	Iteration 59Q: 3 clusters Score -714095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -714097.312500 Penalty: 4345.417969
	Iteration 60F: 3 clusters Score -714097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -714099.562500 Penalty: 4345.417969
	Iteration 61Q: 3 clusters Score -714099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -714099.937500 Penalty: 4345.417969
	Iteration 62Q: 3 clusters Score -714099.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -714100.500000 Penalty: 4345.417969
	Iteration 63Q: 3 clusters Score -714100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -714100.500000 Penalty: 4345.417969
	Iteration 64F: 3 clusters Score -714100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (141224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141224 members 
Entering Unmasked Estep 
Score: -15874543.000000 Penalty: 2940.809570
	Iteration 0F: 2 clusters Score -1.587454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -15779991.000000 Penalty: 5881.619141
	Iteration 0F: 3 clusters Score -1.577999e+07 nChanged 67599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -15819269.000000 Penalty: 5881.619141
	Iteration 1F: 3 clusters Score -1.581927e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -15820923.000000 Penalty: 5881.619141
	Iteration 2Q: 3 clusters Score -1.582092e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -15823327.000000 Penalty: 5881.619141
	Iteration 3Q: 3 clusters Score -1.582333e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -15826245.000000 Penalty: 5881.619141
	Iteration 4Q: 3 clusters Score -1.582624e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -15829923.000000 Penalty: 5881.619141
	Iteration 5F: 3 clusters Score -1.582992e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 82382 members 
Entering Unmasked Estep 
Score: -15834113.000000 Penalty: 5881.619141
	Iteration 6F: 3 clusters Score -1.583411e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -15838596.000000 Penalty: 5881.619141
	Iteration 7F: 3 clusters Score -1.58386e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -15843782.000000 Penalty: 5881.619141
	Iteration 8F: 3 clusters Score -1.584378e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -15849292.000000 Penalty: 5881.619141
	Iteration 9F: 3 clusters Score -1.584929e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -15854257.000000 Penalty: 5881.619141
	Iteration 10Q: 3 clusters Score -1.585426e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -15858034.000000 Penalty: 5881.619141
	Iteration 11Q: 3 clusters Score -1.585803e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 112420 members 
Entering Unmasked Estep 
Score: -15860649.000000 Penalty: 5881.619141
	Iteration 12Q: 3 clusters Score -1.586065e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 116210 members 
Entering Unmasked Estep 
Score: -15863232.000000 Penalty: 5881.619141
	Iteration 13Q: 3 clusters Score -1.586323e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 119580 members 
Entering Unmasked Estep 
Score: -15865400.000000 Penalty: 5881.619141
	Iteration 14Q: 3 clusters Score -1.58654e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 122547 members 
Entering Unmasked Estep 
Score: -15867428.000000 Penalty: 5881.619141
	Iteration 15Q: 3 clusters Score -1.586743e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 124972 members 
Entering Unmasked Estep 
Score: -15869026.000000 Penalty: 5881.619141
	Iteration 16Q: 3 clusters Score -1.586903e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 126940 members 
Entering Unmasked Estep 
Score: -15870400.000000 Penalty: 5881.619141
	Iteration 17Q: 3 clusters Score -1.58704e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 128455 members 
Entering Unmasked Estep 
Score: -15871362.000000 Penalty: 5881.619141
	Iteration 18Q: 3 clusters Score -1.587136e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 129642 members 
Entering Unmasked Estep 
Score: -15871974.000000 Penalty: 5881.619141
	Iteration 19Q: 3 clusters Score -1.587197e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 130577 members 
Entering Unmasked Estep 
Score: -15872430.000000 Penalty: 5881.619141
	Iteration 20F: 3 clusters Score -1.587243e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 131309 members 
Entering Unmasked Estep 
Score: -15872644.000000 Penalty: 5881.619141
	Iteration 21Q: 3 clusters Score -1.587264e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 131877 members 
Entering Unmasked Estep 
Score: -15872815.000000 Penalty: 5881.619141
	Iteration 22Q: 3 clusters Score -1.587282e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 132329 members 
Entering Unmasked Estep 
Score: -15872997.000000 Penalty: 5881.619141
	Iteration 23Q: 3 clusters Score -1.5873e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 132706 members 
Entering Unmasked Estep 
Score: -15873052.000000 Penalty: 5881.619141
	Iteration 24Q: 3 clusters Score -1.587305e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 133025 members 
Entering Unmasked Estep 
Score: -15873101.000000 Penalty: 5881.619141
	Iteration 25Q: 3 clusters Score -1.58731e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 133262 members 
Entering Unmasked Estep 
Score: -15873155.000000 Penalty: 5881.619141
	Iteration 26Q: 3 clusters Score -1.587316e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 133447 members 
Entering Unmasked Estep 
Score: -15873167.000000 Penalty: 5881.619141
	Iteration 27Q: 3 clusters Score -1.587317e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 133601 members 
Entering Unmasked Estep 
Score: -15873200.000000 Penalty: 5881.619141
	Iteration 28Q: 3 clusters Score -1.58732e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 133728 members 
Entering Unmasked Estep 
Score: -15873201.000000 Penalty: 5881.619141
	Iteration 29Q: 3 clusters Score -1.58732e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 133806 members 
Entering Unmasked Estep 
Score: -15873187.000000 Penalty: 5881.619141
	Iteration 30Q: 3 clusters Score -1.587319e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 133878 members 
Entering Unmasked Estep 
Score: -15873189.000000 Penalty: 5881.619141
	Iteration 31Q: 3 clusters Score -1.587319e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 133942 members 
Entering Unmasked Estep 
Score: -15873199.000000 Penalty: 5881.619141
	Iteration 32Q: 3 clusters Score -1.58732e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 133992 members 
Entering Unmasked Estep 
Score: -15873235.000000 Penalty: 5881.619141
	Iteration 33Q: 3 clusters Score -1.587324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 134035 members 
Entering Unmasked Estep 
Score: -15873244.000000 Penalty: 5881.619141
	Iteration 34Q: 3 clusters Score -1.587324e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 134070 members 
Entering Unmasked Estep 
Score: -15873251.000000 Penalty: 5881.619141
	Iteration 35Q: 3 clusters Score -1.587325e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 134105 members 
Entering Unmasked Estep 
Score: -15873261.000000 Penalty: 5881.619141
	Iteration 36Q: 3 clusters Score -1.587326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 134134 members 
Entering Unmasked Estep 
Score: -15873251.000000 Penalty: 5881.619141
	Iteration 37Q: 3 clusters Score -1.587325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -15873242.000000 Penalty: 5881.619141
	Iteration 38Q: 3 clusters Score -1.587324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 134183 members 
Entering Unmasked Estep 
Score: -15873256.000000 Penalty: 5881.619141
	Iteration 39Q: 3 clusters Score -1.587326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 134205 members 
Entering Unmasked Estep 
Score: -15873247.000000 Penalty: 5881.619141
	Iteration 40F: 3 clusters Score -1.587325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 134227 members 
Entering Unmasked Estep 
Score: -15873239.000000 Penalty: 5881.619141
	Iteration 41Q: 3 clusters Score -1.587324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 134245 members 
Entering Unmasked Estep 
Score: -15873249.000000 Penalty: 5881.619141
	Iteration 42Q: 3 clusters Score -1.587325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 134259 members 
Entering Unmasked Estep 
Score: -15873253.000000 Penalty: 5881.619141
	Iteration 43Q: 3 clusters Score -1.587325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 134273 members 
Entering Unmasked Estep 
Score: -15873251.000000 Penalty: 5881.619141
	Iteration 44Q: 3 clusters Score -1.587325e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 134294 members 
Entering Unmasked Estep 
Score: -15873262.000000 Penalty: 5881.619141
	Iteration 45Q: 3 clusters Score -1.587326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 134315 members 
Entering Unmasked Estep 
Score: -15873264.000000 Penalty: 5881.619141
	Iteration 46Q: 3 clusters Score -1.587326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 134331 members 
Entering Unmasked Estep 
Score: -15873245.000000 Penalty: 5881.619141
	Iteration 47Q: 3 clusters Score -1.587324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 134345 members 
Entering Unmasked Estep 
Score: -15873253.000000 Penalty: 5881.619141
	Iteration 48Q: 3 clusters Score -1.587325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 134358 members 
Entering Unmasked Estep 
Score: -15873271.000000 Penalty: 5881.619141
	Iteration 49Q: 3 clusters Score -1.587327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -15873270.000000 Penalty: 5881.619141
	Iteration 50Q: 3 clusters Score -1.587327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 134378 members 
Entering Unmasked Estep 
Score: -15873271.000000 Penalty: 5881.619141
	Iteration 51Q: 3 clusters Score -1.587327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 134383 members 
Entering Unmasked Estep 
Score: -15873253.000000 Penalty: 5881.619141
	Iteration 52Q: 3 clusters Score -1.587325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -15873260.000000 Penalty: 5881.619141
	Iteration 53Q: 3 clusters Score -1.587326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 134388 members 
Entering Unmasked Estep 
Score: -15873256.000000 Penalty: 5881.619141
	Iteration 54Q: 3 clusters Score -1.587326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -15873259.000000 Penalty: 5881.619141
	Iteration 55Q: 3 clusters Score -1.587326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -15873259.000000 Penalty: 5881.619141
	Iteration 56F: 3 clusters Score -1.587326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -291199.625000 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -291199.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -287973.906250 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -287973.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -288674.875000 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -288674.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -288972.875000 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -288972.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289232.343750 Penalty: 3972.149414
	Iteration 3F: 3 clusters Score -289232.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -289544.781250 Penalty: 3972.149414
	Iteration 4F: 3 clusters Score -289544.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -289877.656250 Penalty: 3972.149414
	Iteration 5F: 3 clusters Score -289877.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -290210.187500 Penalty: 3972.149414
	Iteration 6F: 3 clusters Score -290210.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -290410.437500 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -290410.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -290541.500000 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -290541.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -290610.750000 Penalty: 3972.149414
	Iteration 9Q: 3 clusters Score -290610.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -290642.750000 Penalty: 3972.149414
	Iteration 10Q: 3 clusters Score -290642.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -290659.500000 Penalty: 3972.149414
	Iteration 11Q: 3 clusters Score -290659.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -290670.593750 Penalty: 3972.149414
	Iteration 12Q: 3 clusters Score -290670.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -290681.968750 Penalty: 3972.149414
	Iteration 13Q: 3 clusters Score -290682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -290691.312500 Penalty: 3972.149414
	Iteration 14Q: 3 clusters Score -290691.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -290701.281250 Penalty: 3972.149414
	Iteration 15Q: 3 clusters Score -290701.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -290716.593750 Penalty: 3972.149414
	Iteration 16Q: 3 clusters Score -290716.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -290731.750000 Penalty: 3972.149414
	Iteration 17Q: 3 clusters Score -290731.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -290741.062500 Penalty: 3972.149414
	Iteration 18Q: 3 clusters Score -290741.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -290750.187500 Penalty: 3972.149414
	Iteration 19Q: 3 clusters Score -290750.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -290759.093750 Penalty: 3972.149414
	Iteration 20F: 3 clusters Score -290759.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -290764.250000 Penalty: 3972.149414
	Iteration 21Q: 3 clusters Score -290764.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -290765.937500 Penalty: 3972.149414
	Iteration 22Q: 3 clusters Score -290765.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -290771.437500 Penalty: 3972.149414
	Iteration 23Q: 3 clusters Score -290771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -290778.468750 Penalty: 3972.149414
	Iteration 24Q: 3 clusters Score -290778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -290787.812500 Penalty: 3972.149414
	Iteration 25Q: 3 clusters Score -290787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -290791.125000 Penalty: 3972.149414
	Iteration 26Q: 3 clusters Score -290791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -290793.781250 Penalty: 3972.149414
	Iteration 27Q: 3 clusters Score -290793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -290794.812500 Penalty: 3972.149414
	Iteration 28Q: 3 clusters Score -290794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -290795.031250 Penalty: 3972.149414
	Iteration 29Q: 3 clusters Score -290795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -290796.062500 Penalty: 3972.149414
	Iteration 30Q: 3 clusters Score -290796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -290796.062500 Penalty: 3972.149414
	Iteration 31F: 3 clusters Score -290796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Entering Unmasked Estep 
Score: -880542.875000 Penalty: 2238.014404
	Iteration 0F: 2 clusters Score -880542.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -873962.500000 Penalty: 4476.028809
	Iteration 0F: 3 clusters Score -873962.5 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -875948.375000 Penalty: 4476.028809
	Iteration 1F: 3 clusters Score -875948.4 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -876285.062500 Penalty: 4476.028809
	Iteration 2F: 3 clusters Score -876285.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -876555.187500 Penalty: 4476.028809
	Iteration 3F: 3 clusters Score -876555.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -876838.312500 Penalty: 4476.028809
	Iteration 4F: 3 clusters Score -876838.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -877145.500000 Penalty: 4476.028809
	Iteration 5Q: 3 clusters Score -877145.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -877507.000000 Penalty: 4476.028809
	Iteration 6Q: 3 clusters Score -877507 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -878012.500000 Penalty: 4476.028809
	Iteration 7F: 3 clusters Score -878012.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -878682.000000 Penalty: 4476.028809
	Iteration 8F: 3 clusters Score -878682 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -879391.375000 Penalty: 4476.028809
	Iteration 9F: 3 clusters Score -879391.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -879954.000000 Penalty: 4476.028809
	Iteration 10F: 3 clusters Score -879954 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -880325.375000 Penalty: 4476.028809
	Iteration 11Q: 3 clusters Score -880325.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -880621.500000 Penalty: 4476.028809
	Iteration 12Q: 3 clusters Score -880621.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -880899.375000 Penalty: 4476.028809
	Iteration 13Q: 3 clusters Score -880899.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -881063.187500 Penalty: 4476.028809
	Iteration 14Q: 3 clusters Score -881063.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -881136.187500 Penalty: 4476.028809
	Iteration 15Q: 3 clusters Score -881136.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -881156.000000 Penalty: 4476.028809
	Iteration 16Q: 3 clusters Score -881156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -881164.312500 Penalty: 4476.028809
	Iteration 17Q: 3 clusters Score -881164.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -881168.062500 Penalty: 4476.028809
	Iteration 18Q: 3 clusters Score -881168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -881170.562500 Penalty: 4476.028809
	Iteration 19Q: 3 clusters Score -881170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -881169.437500 Penalty: 4476.028809
	Iteration 20F: 3 clusters Score -881169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 5856 members 
Entering Unmasked Estep 
Score: -139282672.000000 Penalty: 223341.859375
Splitting cluster 21 changes total score from -139283056.000000 to -139282672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (17963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Entering Unmasked Estep 
Score: -2068836.250000 Penalty: 2429.425049
	Iteration 0F: 2 clusters Score -2068836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2056141.625000 Penalty: 4858.850098
	Iteration 0F: 3 clusters Score -2056142 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2060351.500000 Penalty: 4858.850098
	Iteration 1F: 3 clusters Score -2060352 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2060862.125000 Penalty: 4858.850098
	Iteration 2F: 3 clusters Score -2060862 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2061363.750000 Penalty: 4858.850098
	Iteration 3F: 3 clusters Score -2061364 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2061924.125000 Penalty: 4858.850098
	Iteration 4F: 3 clusters Score -2061924 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2062602.000000 Penalty: 4858.850098
	Iteration 5F: 3 clusters Score -2062602 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2063337.875000 Penalty: 4858.850098
	Iteration 6F: 3 clusters Score -2063338 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2064174.625000 Penalty: 4858.850098
	Iteration 7F: 3 clusters Score -2064175 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2065167.750000 Penalty: 4858.850098
	Iteration 8F: 3 clusters Score -2065168 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2066188.750000 Penalty: 4858.850098
	Iteration 9F: 3 clusters Score -2066189 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2066980.375000 Penalty: 4858.850098
	Iteration 10Q: 3 clusters Score -2066980 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2067521.375000 Penalty: 4858.850098
	Iteration 11Q: 3 clusters Score -2067521 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2067939.500000 Penalty: 4858.850098
	Iteration 12Q: 3 clusters Score -2067940 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2068166.000000 Penalty: 4858.850098
	Iteration 13Q: 3 clusters Score -2068166 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2068295.375000 Penalty: 4858.850098
	Iteration 14Q: 3 clusters Score -2068295 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2068367.750000 Penalty: 4858.850098
	Iteration 15Q: 3 clusters Score -2068368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2068409.125000 Penalty: 4858.850098
	Iteration 16Q: 3 clusters Score -2068409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2068427.875000 Penalty: 4858.850098
	Iteration 17Q: 3 clusters Score -2068428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2068436.000000 Penalty: 4858.850098
	Iteration 18Q: 3 clusters Score -2068436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2068442.000000 Penalty: 4858.850098
	Iteration 19Q: 3 clusters Score -2068442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2068448.250000 Penalty: 4858.850098
	Iteration 20F: 3 clusters Score -2068448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2068445.750000 Penalty: 4858.850098
	Iteration 21Q: 3 clusters Score -2068446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2068445.250000 Penalty: 4858.850098
	Iteration 22Q: 3 clusters Score -2068445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2068445.625000 Penalty: 4858.850098
	Iteration 23Q: 3 clusters Score -2068446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2068446.000000 Penalty: 4858.850098
	Iteration 24Q: 3 clusters Score -2068446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2068450.875000 Penalty: 4858.850098
	Iteration 25Q: 3 clusters Score -2068451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2068452.500000 Penalty: 4858.850098
	Iteration 26Q: 3 clusters Score -2068452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2068451.250000 Penalty: 4858.850098
	Iteration 27Q: 3 clusters Score -2068451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2068449.750000 Penalty: 4858.850098
	Iteration 28Q: 3 clusters Score -2068450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2068450.250000 Penalty: 4858.850098
	Iteration 29Q: 3 clusters Score -2068450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2068455.250000 Penalty: 4858.850098
	Iteration 30Q: 3 clusters Score -2068455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2068454.500000 Penalty: 4858.850098
	Iteration 31Q: 3 clusters Score -2068454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2068456.875000 Penalty: 4858.850098
	Iteration 32Q: 3 clusters Score -2068457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2068459.125000 Penalty: 4858.850098
	Iteration 33Q: 3 clusters Score -2068459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2068458.875000 Penalty: 4858.850098
	Iteration 34Q: 3 clusters Score -2068459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2068457.375000 Penalty: 4858.850098
	Iteration 35Q: 3 clusters Score -2068457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2068460.250000 Penalty: 4858.850098
	Iteration 36Q: 3 clusters Score -2068460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2068460.250000 Penalty: 4858.850098
	Iteration 37F: 3 clusters Score -2068460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1004820.375000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1004820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -996920.187500 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -996920.2 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -999400.875000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -999400.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -999950.687500 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -999950.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1000474.687500 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1000475 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1000999.625000 Penalty: 4592.953613
	Iteration 4F: 3 clusters Score -1001000 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1001492.125000 Penalty: 4592.953613
	Iteration 5F: 3 clusters Score -1001492 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1001962.625000 Penalty: 4592.953613
	Iteration 6F: 3 clusters Score -1001963 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1002330.312500 Penalty: 4592.953613
	Iteration 7F: 3 clusters Score -1002330 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1002594.312500 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1002594 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1002774.375000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1002774 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1002905.937500 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1002906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1003047.125000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1003047 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1003174.312500 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1003174 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1003297.250000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1003297 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1003455.437500 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1003455 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1003601.250000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1003601 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1003730.500000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1003730 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1003837.000000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1003837 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1003913.375000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1003913 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1003958.625000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1003959 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1003995.125000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1003995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1004032.312500 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1004032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1004052.750000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1004053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1004063.937500 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1004064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1004079.312500 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1004079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1004091.875000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1004092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1004107.562500 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1004108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1004115.250000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1004115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1004128.312500 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1004128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1004141.750000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1004142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1004146.937500 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1004147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1004155.375000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1004155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1004163.125000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1004163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1004164.500000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1004164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1004164.937500 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1004165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1004167.750000 Penalty: 4592.953613
	Iteration 35Q: 3 clusters Score -1004168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1004167.000000 Penalty: 4592.953613
	Iteration 36Q: 3 clusters Score -1004167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1004167.875000 Penalty: 4592.953613
	Iteration 37Q: 3 clusters Score -1004168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1004169.500000 Penalty: 4592.953613
	Iteration 38Q: 3 clusters Score -1004170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1004168.312500 Penalty: 4592.953613
	Iteration 39Q: 3 clusters Score -1004168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1004171.250000 Penalty: 4592.953613
	Iteration 40F: 3 clusters Score -1004171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1004171.812500 Penalty: 4592.953613
	Iteration 41Q: 3 clusters Score -1004172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1004171.312500 Penalty: 4592.953613
	Iteration 42Q: 3 clusters Score -1004171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1004171.812500 Penalty: 4592.953613
	Iteration 43Q: 3 clusters Score -1004172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1004171.062500 Penalty: 4592.953613
	Iteration 44Q: 3 clusters Score -1004171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1004172.937500 Penalty: 4592.953613
	Iteration 45Q: 3 clusters Score -1004173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1004173.625000 Penalty: 4592.953613
	Iteration 46Q: 3 clusters Score -1004174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1004176.062500 Penalty: 4592.953613
	Iteration 47Q: 3 clusters Score -1004176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1004176.750000 Penalty: 4592.953613
	Iteration 48Q: 3 clusters Score -1004177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1004176.187500 Penalty: 4592.953613
	Iteration 49Q: 3 clusters Score -1004176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1004174.562500 Penalty: 4592.953613
	Iteration 50Q: 3 clusters Score -1004175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1004176.562500 Penalty: 4592.953613
	Iteration 51Q: 3 clusters Score -1004177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1004176.625000 Penalty: 4592.953613
	Iteration 52Q: 3 clusters Score -1004177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1004178.062500 Penalty: 4592.953613
	Iteration 53Q: 3 clusters Score -1004178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1004178.375000 Penalty: 4592.953613
	Iteration 54Q: 3 clusters Score -1004178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1004178.812500 Penalty: 4592.953613
	Iteration 55Q: 3 clusters Score -1004179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1004178.812500 Penalty: 4592.953613
	Iteration 56F: 3 clusters Score -1004179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Entering Unmasked Estep 
Score: -1320716.625000 Penalty: 2349.650146
	Iteration 0F: 2 clusters Score -1320717 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 6432 members 
Entering Unmasked Estep 
Score: -1311144.750000 Penalty: 4699.300293
	Iteration 0F: 3 clusters Score -1311145 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1314780.375000 Penalty: 4699.300293
	Iteration 1F: 3 clusters Score -1314780 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1315752.125000 Penalty: 4699.300293
	Iteration 2F: 3 clusters Score -1315752 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1316572.125000 Penalty: 4699.300293
	Iteration 3F: 3 clusters Score -1316572 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1317160.375000 Penalty: 4699.300293
	Iteration 4F: 3 clusters Score -1317160 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1317593.375000 Penalty: 4699.300293
	Iteration 5F: 3 clusters Score -1317593 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1317927.500000 Penalty: 4699.300293
	Iteration 6Q: 3 clusters Score -1317928 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1318180.750000 Penalty: 4699.300293
	Iteration 7Q: 3 clusters Score -1318181 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1318346.625000 Penalty: 4699.300293
	Iteration 8Q: 3 clusters Score -1318347 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1318453.125000 Penalty: 4699.300293
	Iteration 9Q: 3 clusters Score -1318453 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1318521.250000 Penalty: 4699.300293
	Iteration 10Q: 3 clusters Score -1318521 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1318588.750000 Penalty: 4699.300293
	Iteration 11Q: 3 clusters Score -1318589 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1318633.750000 Penalty: 4699.300293
	Iteration 12Q: 3 clusters Score -1318634 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1318688.250000 Penalty: 4699.300293
	Iteration 13Q: 3 clusters Score -1318688 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1318721.250000 Penalty: 4699.300293
	Iteration 14Q: 3 clusters Score -1318721 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1318753.125000 Penalty: 4699.300293
	Iteration 15Q: 3 clusters Score -1318753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1318773.250000 Penalty: 4699.300293
	Iteration 16Q: 3 clusters Score -1318773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1318791.250000 Penalty: 4699.300293
	Iteration 17Q: 3 clusters Score -1318791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1318810.875000 Penalty: 4699.300293
	Iteration 18Q: 3 clusters Score -1318811 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1318828.000000 Penalty: 4699.300293
	Iteration 19Q: 3 clusters Score -1318828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1318846.250000 Penalty: 4699.300293
	Iteration 20F: 3 clusters Score -1318846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1318858.750000 Penalty: 4699.300293
	Iteration 21Q: 3 clusters Score -1318859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1318869.750000 Penalty: 4699.300293
	Iteration 22Q: 3 clusters Score -1318870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1318886.375000 Penalty: 4699.300293
	Iteration 23Q: 3 clusters Score -1318886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1318903.500000 Penalty: 4699.300293
	Iteration 24Q: 3 clusters Score -1318904 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1318908.125000 Penalty: 4699.300293
	Iteration 25Q: 3 clusters Score -1318908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1318924.000000 Penalty: 4699.300293
	Iteration 26Q: 3 clusters Score -1318924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1318935.250000 Penalty: 4699.300293
	Iteration 27Q: 3 clusters Score -1318935 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1318955.000000 Penalty: 4699.300293
	Iteration 28Q: 3 clusters Score -1318955 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1318964.750000 Penalty: 4699.300293
	Iteration 29Q: 3 clusters Score -1318965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1318974.500000 Penalty: 4699.300293
	Iteration 30Q: 3 clusters Score -1318974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1318990.375000 Penalty: 4699.300293
	Iteration 31Q: 3 clusters Score -1318990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1319000.750000 Penalty: 4699.300293
	Iteration 32Q: 3 clusters Score -1319001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1319017.125000 Penalty: 4699.300293
	Iteration 33Q: 3 clusters Score -1319017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1319022.750000 Penalty: 4699.300293
	Iteration 34Q: 3 clusters Score -1319023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1319037.250000 Penalty: 4699.300293
	Iteration 35Q: 3 clusters Score -1319037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1319049.250000 Penalty: 4699.300293
	Iteration 36Q: 3 clusters Score -1319049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1319058.750000 Penalty: 4699.300293
	Iteration 37Q: 3 clusters Score -1319059 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1319075.875000 Penalty: 4699.300293
	Iteration 38Q: 3 clusters Score -1319076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1319090.000000 Penalty: 4699.300293
	Iteration 39Q: 3 clusters Score -1319090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1319100.125000 Penalty: 4699.300293
	Iteration 40F: 3 clusters Score -1319100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1319115.250000 Penalty: 4699.300293
	Iteration 41Q: 3 clusters Score -1319115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1319127.375000 Penalty: 4699.300293
	Iteration 42Q: 3 clusters Score -1319127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1319141.875000 Penalty: 4699.300293
	Iteration 43Q: 3 clusters Score -1319142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1319154.875000 Penalty: 4699.300293
	Iteration 44Q: 3 clusters Score -1319155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1319161.375000 Penalty: 4699.300293
	Iteration 45Q: 3 clusters Score -1319161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1319166.500000 Penalty: 4699.300293
	Iteration 46Q: 3 clusters Score -1319166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1319175.375000 Penalty: 4699.300293
	Iteration 47Q: 3 clusters Score -1319175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1319181.250000 Penalty: 4699.300293
	Iteration 48Q: 3 clusters Score -1319181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1319189.375000 Penalty: 4699.300293
	Iteration 49Q: 3 clusters Score -1319189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1319195.375000 Penalty: 4699.300293
	Iteration 50Q: 3 clusters Score -1319195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1319203.125000 Penalty: 4699.300293
	Iteration 51Q: 3 clusters Score -1319203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1319211.250000 Penalty: 4699.300293
	Iteration 52Q: 3 clusters Score -1319211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1319224.000000 Penalty: 4699.300293
	Iteration 53Q: 3 clusters Score -1319224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1319232.125000 Penalty: 4699.300293
	Iteration 54Q: 3 clusters Score -1319232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1319236.625000 Penalty: 4699.300293
	Iteration 55Q: 3 clusters Score -1319237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1319245.625000 Penalty: 4699.300293
	Iteration 56Q: 3 clusters Score -1319246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1319248.750000 Penalty: 4699.300293
	Iteration 57Q: 3 clusters Score -1319249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1319247.875000 Penalty: 4699.300293
	Iteration 58Q: 3 clusters Score -1319248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1319254.125000 Penalty: 4699.300293
	Iteration 59Q: 3 clusters Score -1319254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1319259.625000 Penalty: 4699.300293
	Iteration 60F: 3 clusters Score -1319260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1319261.125000 Penalty: 4699.300293
	Iteration 61Q: 3 clusters Score -1319261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1319264.500000 Penalty: 4699.300293
	Iteration 62Q: 3 clusters Score -1319264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1319268.625000 Penalty: 4699.300293
	Iteration 63Q: 3 clusters Score -1319269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1319272.125000 Penalty: 4699.300293
	Iteration 64Q: 3 clusters Score -1319272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1319275.375000 Penalty: 4699.300293
	Iteration 65Q: 3 clusters Score -1319275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1319277.625000 Penalty: 4699.300293
	Iteration 66Q: 3 clusters Score -1319278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1319282.375000 Penalty: 4699.300293
	Iteration 67Q: 3 clusters Score -1319282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1319287.750000 Penalty: 4699.300293
	Iteration 68Q: 3 clusters Score -1319288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1319291.000000 Penalty: 4699.300293
	Iteration 69Q: 3 clusters Score -1319291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1319297.000000 Penalty: 4699.300293
	Iteration 70Q: 3 clusters Score -1319297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1319298.750000 Penalty: 4699.300293
	Iteration 71Q: 3 clusters Score -1319299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1319304.125000 Penalty: 4699.300293
	Iteration 72Q: 3 clusters Score -1319304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1319309.625000 Penalty: 4699.300293
	Iteration 73Q: 3 clusters Score -1319310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1319312.000000 Penalty: 4699.300293
	Iteration 74Q: 3 clusters Score -1319312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1319318.625000 Penalty: 4699.300293
	Iteration 75Q: 3 clusters Score -1319319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1319322.750000 Penalty: 4699.300293
	Iteration 76Q: 3 clusters Score -1319323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1319329.250000 Penalty: 4699.300293
	Iteration 77Q: 3 clusters Score -1319329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1319335.250000 Penalty: 4699.300293
	Iteration 78Q: 3 clusters Score -1319335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1319340.625000 Penalty: 4699.300293
	Iteration 79Q: 3 clusters Score -1319341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1319342.625000 Penalty: 4699.300293
	Iteration 80F: 3 clusters Score -1319343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1319345.375000 Penalty: 4699.300293
	Iteration 81Q: 3 clusters Score -1319345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1319351.375000 Penalty: 4699.300293
	Iteration 82Q: 3 clusters Score -1319351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1319356.625000 Penalty: 4699.300293
	Iteration 83Q: 3 clusters Score -1319357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1319362.875000 Penalty: 4699.300293
	Iteration 84Q: 3 clusters Score -1319363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1319364.375000 Penalty: 4699.300293
	Iteration 85Q: 3 clusters Score -1319364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1319368.375000 Penalty: 4699.300293
	Iteration 86Q: 3 clusters Score -1319368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1319371.250000 Penalty: 4699.300293
	Iteration 87Q: 3 clusters Score -1319371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1319371.000000 Penalty: 4699.300293
	Iteration 88Q: 3 clusters Score -1319371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1319372.625000 Penalty: 4699.300293
	Iteration 89Q: 3 clusters Score -1319373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1319370.375000 Penalty: 4699.300293
	Iteration 90Q: 3 clusters Score -1319370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1319373.000000 Penalty: 4699.300293
	Iteration 91Q: 3 clusters Score -1319373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1319371.000000 Penalty: 4699.300293
	Iteration 92Q: 3 clusters Score -1319371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1319370.375000 Penalty: 4699.300293
	Iteration 93Q: 3 clusters Score -1319370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1319373.250000 Penalty: 4699.300293
	Iteration 94Q: 3 clusters Score -1319373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1319374.250000 Penalty: 4699.300293
	Iteration 95Q: 3 clusters Score -1319374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1319373.000000 Penalty: 4699.300293
	Iteration 96Q: 3 clusters Score -1319373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1319373.000000 Penalty: 4699.300293
	Iteration 97F: 3 clusters Score -1319373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Entering Unmasked Estep 
Score: -1629855.000000 Penalty: 2389.127930
	Iteration 0F: 2 clusters Score -1629855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1618888.750000 Penalty: 4778.255859
	Iteration 0F: 3 clusters Score -1618889 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1622362.500000 Penalty: 4778.255859
	Iteration 1F: 3 clusters Score -1622362 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1623014.625000 Penalty: 4778.255859
	Iteration 2F: 3 clusters Score -1623015 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1623713.000000 Penalty: 4778.255859
	Iteration 3F: 3 clusters Score -1623713 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1624467.000000 Penalty: 4778.255859
	Iteration 4F: 3 clusters Score -1624467 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1625192.875000 Penalty: 4778.255859
	Iteration 5F: 3 clusters Score -1625193 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1625962.625000 Penalty: 4778.255859
	Iteration 6F: 3 clusters Score -1625963 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1626847.375000 Penalty: 4778.255859
	Iteration 7F: 3 clusters Score -1626847 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1627763.375000 Penalty: 4778.255859
	Iteration 8F: 3 clusters Score -1627763 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1628429.000000 Penalty: 4778.255859
	Iteration 9F: 3 clusters Score -1628429 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1628869.250000 Penalty: 4778.255859
	Iteration 10Q: 3 clusters Score -1628869 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1629228.375000 Penalty: 4778.255859
	Iteration 11Q: 3 clusters Score -1629228 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1629506.625000 Penalty: 4778.255859
	Iteration 12Q: 3 clusters Score -1629507 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1629720.500000 Penalty: 4778.255859
	Iteration 13Q: 3 clusters Score -1629720 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1629862.375000 Penalty: 4778.255859
	Iteration 14Q: 3 clusters Score -1629862 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1629951.625000 Penalty: 4778.255859
	Iteration 15Q: 3 clusters Score -1629952 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1630012.500000 Penalty: 4778.255859
	Iteration 16Q: 3 clusters Score -1630012 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1630058.000000 Penalty: 4778.255859
	Iteration 17Q: 3 clusters Score -1630058 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1630093.750000 Penalty: 4778.255859
	Iteration 18Q: 3 clusters Score -1630094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1630120.875000 Penalty: 4778.255859
	Iteration 19Q: 3 clusters Score -1630121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1630137.375000 Penalty: 4778.255859
	Iteration 20F: 3 clusters Score -1630137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1630153.875000 Penalty: 4778.255859
	Iteration 21Q: 3 clusters Score -1630154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1630162.625000 Penalty: 4778.255859
	Iteration 22Q: 3 clusters Score -1630163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1630169.125000 Penalty: 4778.255859
	Iteration 23Q: 3 clusters Score -1630169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1630168.875000 Penalty: 4778.255859
	Iteration 24Q: 3 clusters Score -1630169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1630177.250000 Penalty: 4778.255859
	Iteration 25Q: 3 clusters Score -1630177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1630179.375000 Penalty: 4778.255859
	Iteration 26Q: 3 clusters Score -1630179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1630182.625000 Penalty: 4778.255859
	Iteration 27Q: 3 clusters Score -1630183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1630197.875000 Penalty: 4778.255859
	Iteration 28Q: 3 clusters Score -1630198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1630201.000000 Penalty: 4778.255859
	Iteration 29Q: 3 clusters Score -1630201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1630216.000000 Penalty: 4778.255859
	Iteration 30Q: 3 clusters Score -1630216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1630217.125000 Penalty: 4778.255859
	Iteration 31Q: 3 clusters Score -1630217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1630225.875000 Penalty: 4778.255859
	Iteration 32Q: 3 clusters Score -1630226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1630242.500000 Penalty: 4778.255859
	Iteration 33Q: 3 clusters Score -1630242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1630250.625000 Penalty: 4778.255859
	Iteration 34Q: 3 clusters Score -1630251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1630263.750000 Penalty: 4778.255859
	Iteration 35Q: 3 clusters Score -1630264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1630278.750000 Penalty: 4778.255859
	Iteration 36Q: 3 clusters Score -1630279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1630279.125000 Penalty: 4778.255859
	Iteration 37Q: 3 clusters Score -1630279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1630284.125000 Penalty: 4778.255859
	Iteration 38Q: 3 clusters Score -1630284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1630290.000000 Penalty: 4778.255859
	Iteration 39Q: 3 clusters Score -1630290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1630295.625000 Penalty: 4778.255859
	Iteration 40F: 3 clusters Score -1630296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1630301.375000 Penalty: 4778.255859
	Iteration 41Q: 3 clusters Score -1630301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1630311.500000 Penalty: 4778.255859
	Iteration 42Q: 3 clusters Score -1630312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1630323.375000 Penalty: 4778.255859
	Iteration 43Q: 3 clusters Score -1630323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1630322.375000 Penalty: 4778.255859
	Iteration 44Q: 3 clusters Score -1630322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1630326.500000 Penalty: 4778.255859
	Iteration 45Q: 3 clusters Score -1630326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1630329.250000 Penalty: 4778.255859
	Iteration 46Q: 3 clusters Score -1630329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1630335.125000 Penalty: 4778.255859
	Iteration 47Q: 3 clusters Score -1630335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1630331.875000 Penalty: 4778.255859
	Iteration 48Q: 3 clusters Score -1630332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1630336.500000 Penalty: 4778.255859
	Iteration 49Q: 3 clusters Score -1630336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1630338.750000 Penalty: 4778.255859
	Iteration 50Q: 3 clusters Score -1630339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1630338.250000 Penalty: 4778.255859
	Iteration 51Q: 3 clusters Score -1630338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1630338.875000 Penalty: 4778.255859
	Iteration 52Q: 3 clusters Score -1630339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1630341.000000 Penalty: 4778.255859
	Iteration 53Q: 3 clusters Score -1630341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1630340.625000 Penalty: 4778.255859
	Iteration 54Q: 3 clusters Score -1630341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1630341.875000 Penalty: 4778.255859
	Iteration 55Q: 3 clusters Score -1630342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1630340.625000 Penalty: 4778.255859
	Iteration 56Q: 3 clusters Score -1630341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1630340.625000 Penalty: 4778.255859
	Iteration 57F: 3 clusters Score -1630341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 11575 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 3694 members 
Entering Unmasked Estep 
Score: -139282592.000000 Penalty: 223341.859375
Splitting cluster 25 changes total score from -139283056.000000 to -139282592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82023.125000 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -82023.12 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82404.500000 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82404.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82541.335938 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82541.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82653.718750 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -82653.72 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82856.109375 Penalty: 3352.590576
	Iteration 4F: 3 clusters Score -82856.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83183.023438 Penalty: 3352.590576
	Iteration 5F: 3 clusters Score -83183.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83444.445312 Penalty: 3352.590576
	Iteration 6F: 3 clusters Score -83444.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83596.976562 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -83596.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83674.085938 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83674.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83735.257812 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83735.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83868.187500 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83868.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -83999.851562 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83999.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84102.671875 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -84102.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84307.085938 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -84307.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84488.007812 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -84488.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84488.007812 Penalty: 3352.590576
	Iteration 15F: 3 clusters Score -84488.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 298 members 
Entering Unmasked Estep 
Score: -139281808.000000 Penalty: 223341.859375
Splitting cluster 26 changes total score from -139283056.000000 to -139281808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (26073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Entering Unmasked Estep 
Score: -2954995.500000 Penalty: 2521.826660
	Iteration 0F: 2 clusters Score -2954996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2936984.000000 Penalty: 5043.653320
	Iteration 0F: 3 clusters Score -2936984 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2943456.750000 Penalty: 5043.653320
	Iteration 1F: 3 clusters Score -2943457 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2944090.500000 Penalty: 5043.653320
	Iteration 2F: 3 clusters Score -2944090 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2944813.000000 Penalty: 5043.653320
	Iteration 3F: 3 clusters Score -2944813 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2945730.750000 Penalty: 5043.653320
	Iteration 4F: 3 clusters Score -2945731 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2946906.000000 Penalty: 5043.653320
	Iteration 5F: 3 clusters Score -2946906 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2948172.000000 Penalty: 5043.653320
	Iteration 6F: 3 clusters Score -2948172 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2949393.000000 Penalty: 5043.653320
	Iteration 7F: 3 clusters Score -2949393 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2950430.500000 Penalty: 5043.653320
	Iteration 8F: 3 clusters Score -2950430 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2951179.500000 Penalty: 5043.653320
	Iteration 9Q: 3 clusters Score -2951180 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2951776.250000 Penalty: 5043.653320
	Iteration 10Q: 3 clusters Score -2951776 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2952307.250000 Penalty: 5043.653320
	Iteration 11Q: 3 clusters Score -2952307 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2952786.250000 Penalty: 5043.653320
	Iteration 12Q: 3 clusters Score -2952786 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2953201.250000 Penalty: 5043.653320
	Iteration 13Q: 3 clusters Score -2953201 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2953507.250000 Penalty: 5043.653320
	Iteration 14Q: 3 clusters Score -2953507 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2953658.500000 Penalty: 5043.653320
	Iteration 15Q: 3 clusters Score -2953658 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2953730.750000 Penalty: 5043.653320
	Iteration 16Q: 3 clusters Score -2953731 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2953755.250000 Penalty: 5043.653320
	Iteration 17Q: 3 clusters Score -2953755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2953776.750000 Penalty: 5043.653320
	Iteration 18Q: 3 clusters Score -2953777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2953790.250000 Penalty: 5043.653320
	Iteration 19Q: 3 clusters Score -2953790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2953794.250000 Penalty: 5043.653320
	Iteration 20F: 3 clusters Score -2953794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2953786.250000 Penalty: 5043.653320
	Iteration 21Q: 3 clusters Score -2953786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2953787.750000 Penalty: 5043.653320
	Iteration 22Q: 3 clusters Score -2953788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2953789.250000 Penalty: 5043.653320
	Iteration 23Q: 3 clusters Score -2953789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2953791.750000 Penalty: 5043.653320
	Iteration 24Q: 3 clusters Score -2953792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2953802.500000 Penalty: 5043.653320
	Iteration 25Q: 3 clusters Score -2953802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2953801.500000 Penalty: 5043.653320
	Iteration 26Q: 3 clusters Score -2953802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2953805.000000 Penalty: 5043.653320
	Iteration 27Q: 3 clusters Score -2953805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2953801.750000 Penalty: 5043.653320
	Iteration 28Q: 3 clusters Score -2953802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2953799.750000 Penalty: 5043.653320
	Iteration 29Q: 3 clusters Score -2953800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2953805.250000 Penalty: 5043.653320
	Iteration 30Q: 3 clusters Score -2953805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2953807.750000 Penalty: 5043.653320
	Iteration 31Q: 3 clusters Score -2953808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2953807.000000 Penalty: 5043.653320
	Iteration 32Q: 3 clusters Score -2953807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2953804.750000 Penalty: 5043.653320
	Iteration 33Q: 3 clusters Score -2953805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2953808.500000 Penalty: 5043.653320
	Iteration 34Q: 3 clusters Score -2953808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2953807.500000 Penalty: 5043.653320
	Iteration 35Q: 3 clusters Score -2953808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2953810.250000 Penalty: 5043.653320
	Iteration 36Q: 3 clusters Score -2953810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2953807.500000 Penalty: 5043.653320
	Iteration 37Q: 3 clusters Score -2953808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2953805.250000 Penalty: 5043.653320
	Iteration 38Q: 3 clusters Score -2953805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2953805.750000 Penalty: 5043.653320
	Iteration 39Q: 3 clusters Score -2953806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2953804.500000 Penalty: 5043.653320
	Iteration 40F: 3 clusters Score -2953804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2953806.500000 Penalty: 5043.653320
	Iteration 41Q: 3 clusters Score -2953806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2953806.500000 Penalty: 5043.653320
	Iteration 42F: 3 clusters Score -2953806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -109001.554688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -109001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -107041.671875 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -107041.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -107393.382812 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -107393.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -107585.132812 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -107585.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -107741.671875 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -107741.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107948.718750 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -107948.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108184.570312 Penalty: 3453.742188
	Iteration 5F: 3 clusters Score -108184.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -108562.343750 Penalty: 3453.742188
	Iteration 6F: 3 clusters Score -108562.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -109056.359375 Penalty: 3453.742188
	Iteration 7F: 3 clusters Score -109056.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109181.445312 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -109181.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -109294.554688 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -109294.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -109391.406250 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -109391.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -109454.765625 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -109454.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -109484.640625 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -109484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109492.054688 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -109492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109492.054688 Penalty: 3453.742188
	Iteration 14F: 3 clusters Score -109492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 385 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 672 members 
Entering Unmasked Estep 
Score: -139281856.000000 Penalty: 223341.859375
Splitting cluster 28 changes total score from -139283056.000000 to -139281856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (26792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Entering Unmasked Estep 
Score: -3053321.000000 Penalty: 2528.572998
	Iteration 0F: 2 clusters Score -3053321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3034885.500000 Penalty: 5057.145996
	Iteration 0F: 3 clusters Score -3034886 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3041357.750000 Penalty: 5057.145996
	Iteration 1F: 3 clusters Score -3041358 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3042143.250000 Penalty: 5057.145996
	Iteration 2F: 3 clusters Score -3042143 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3043151.500000 Penalty: 5057.145996
	Iteration 3F: 3 clusters Score -3043152 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3044478.500000 Penalty: 5057.145996
	Iteration 4F: 3 clusters Score -3044478 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3046048.000000 Penalty: 5057.145996
	Iteration 5F: 3 clusters Score -3046048 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3047544.500000 Penalty: 5057.145996
	Iteration 6F: 3 clusters Score -3047544 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3048607.000000 Penalty: 5057.145996
	Iteration 7F: 3 clusters Score -3048607 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3049284.500000 Penalty: 5057.145996
	Iteration 8Q: 3 clusters Score -3049284 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3049761.750000 Penalty: 5057.145996
	Iteration 9Q: 3 clusters Score -3049762 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3050174.250000 Penalty: 5057.145996
	Iteration 10Q: 3 clusters Score -3050174 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3050565.250000 Penalty: 5057.145996
	Iteration 11Q: 3 clusters Score -3050565 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3050876.750000 Penalty: 5057.145996
	Iteration 12Q: 3 clusters Score -3050877 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3051105.000000 Penalty: 5057.145996
	Iteration 13Q: 3 clusters Score -3051105 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3051250.250000 Penalty: 5057.145996
	Iteration 14Q: 3 clusters Score -3051250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3051374.500000 Penalty: 5057.145996
	Iteration 15Q: 3 clusters Score -3051374 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3051457.000000 Penalty: 5057.145996
	Iteration 16Q: 3 clusters Score -3051457 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3051537.750000 Penalty: 5057.145996
	Iteration 17Q: 3 clusters Score -3051538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3051588.500000 Penalty: 5057.145996
	Iteration 18Q: 3 clusters Score -3051588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3051647.750000 Penalty: 5057.145996
	Iteration 19Q: 3 clusters Score -3051648 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3051706.750000 Penalty: 5057.145996
	Iteration 20F: 3 clusters Score -3051707 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3051761.250000 Penalty: 5057.145996
	Iteration 21Q: 3 clusters Score -3051761 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3051824.500000 Penalty: 5057.145996
	Iteration 22Q: 3 clusters Score -3051824 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3051877.000000 Penalty: 5057.145996
	Iteration 23Q: 3 clusters Score -3051877 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3051924.000000 Penalty: 5057.145996
	Iteration 24Q: 3 clusters Score -3051924 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3051998.000000 Penalty: 5057.145996
	Iteration 25Q: 3 clusters Score -3051998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3052055.250000 Penalty: 5057.145996
	Iteration 26Q: 3 clusters Score -3052055 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3052118.000000 Penalty: 5057.145996
	Iteration 27Q: 3 clusters Score -3052118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3052140.500000 Penalty: 5057.145996
	Iteration 28Q: 3 clusters Score -3052140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3052159.750000 Penalty: 5057.145996
	Iteration 29Q: 3 clusters Score -3052160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3052162.000000 Penalty: 5057.145996
	Iteration 30Q: 3 clusters Score -3052162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3052171.750000 Penalty: 5057.145996
	Iteration 31Q: 3 clusters Score -3052172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3052173.750000 Penalty: 5057.145996
	Iteration 32Q: 3 clusters Score -3052174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3052184.250000 Penalty: 5057.145996
	Iteration 33Q: 3 clusters Score -3052184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3052188.000000 Penalty: 5057.145996
	Iteration 34Q: 3 clusters Score -3052188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3052179.250000 Penalty: 5057.145996
	Iteration 35Q: 3 clusters Score -3052179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3052187.000000 Penalty: 5057.145996
	Iteration 36Q: 3 clusters Score -3052187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3052192.500000 Penalty: 5057.145996
	Iteration 37Q: 3 clusters Score -3052192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3052195.000000 Penalty: 5057.145996
	Iteration 38Q: 3 clusters Score -3052195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3052197.750000 Penalty: 5057.145996
	Iteration 39Q: 3 clusters Score -3052198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3052199.000000 Penalty: 5057.145996
	Iteration 40F: 3 clusters Score -3052199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -3052201.500000 Penalty: 5057.145996
	Iteration 41Q: 3 clusters Score -3052202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3052204.250000 Penalty: 5057.145996
	Iteration 42Q: 3 clusters Score -3052204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3052204.250000 Penalty: 5057.145996
	Iteration 43F: 3 clusters Score -3052204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Entering Unmasked Estep 
Score: -1214063.000000 Penalty: 2307.981689
	Iteration 0F: 2 clusters Score -1214063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1205645.875000 Penalty: 4615.963379
	Iteration 0F: 3 clusters Score -1205646 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1208367.625000 Penalty: 4615.963379
	Iteration 1F: 3 clusters Score -1208368 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1208831.750000 Penalty: 4615.963379
	Iteration 2F: 3 clusters Score -1208832 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1209231.250000 Penalty: 4615.963379
	Iteration 3F: 3 clusters Score -1209231 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1209622.750000 Penalty: 4615.963379
	Iteration 4F: 3 clusters Score -1209623 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1210027.875000 Penalty: 4615.963379
	Iteration 5F: 3 clusters Score -1210028 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1210498.375000 Penalty: 4615.963379
	Iteration 6F: 3 clusters Score -1210498 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1211005.000000 Penalty: 4615.963379
	Iteration 7F: 3 clusters Score -1211005 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1211466.875000 Penalty: 4615.963379
	Iteration 8F: 3 clusters Score -1211467 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1211850.375000 Penalty: 4615.963379
	Iteration 9Q: 3 clusters Score -1211850 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1212136.375000 Penalty: 4615.963379
	Iteration 10Q: 3 clusters Score -1212136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1212342.000000 Penalty: 4615.963379
	Iteration 11Q: 3 clusters Score -1212342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1212487.000000 Penalty: 4615.963379
	Iteration 12Q: 3 clusters Score -1212487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1212549.500000 Penalty: 4615.963379
	Iteration 13Q: 3 clusters Score -1212550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1212576.375000 Penalty: 4615.963379
	Iteration 14Q: 3 clusters Score -1212576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1212589.500000 Penalty: 4615.963379
	Iteration 15Q: 3 clusters Score -1212590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1212592.750000 Penalty: 4615.963379
	Iteration 16Q: 3 clusters Score -1212593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1212597.250000 Penalty: 4615.963379
	Iteration 17Q: 3 clusters Score -1212597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1212602.000000 Penalty: 4615.963379
	Iteration 18Q: 3 clusters Score -1212602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1212607.250000 Penalty: 4615.963379
	Iteration 19Q: 3 clusters Score -1212607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1212611.875000 Penalty: 4615.963379
	Iteration 20F: 3 clusters Score -1212612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1212617.750000 Penalty: 4615.963379
	Iteration 21Q: 3 clusters Score -1212618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1212617.875000 Penalty: 4615.963379
	Iteration 22Q: 3 clusters Score -1212618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1212619.625000 Penalty: 4615.963379
	Iteration 23Q: 3 clusters Score -1212620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1212620.875000 Penalty: 4615.963379
	Iteration 24Q: 3 clusters Score -1212621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1212620.875000 Penalty: 4615.963379
	Iteration 25F: 3 clusters Score -1212621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Entering Unmasked Estep 
Score: -3091644.250000 Penalty: 2553.852051
	Iteration 0F: 2 clusters Score -3091644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3071263.250000 Penalty: 5107.704102
	Iteration 0F: 3 clusters Score -3071263 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3078792.750000 Penalty: 5107.704102
	Iteration 1F: 3 clusters Score -3078793 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3079646.500000 Penalty: 5107.704102
	Iteration 2F: 3 clusters Score -3079646 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3080782.000000 Penalty: 5107.704102
	Iteration 3F: 3 clusters Score -3080782 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3082097.250000 Penalty: 5107.704102
	Iteration 4F: 3 clusters Score -3082097 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3083327.250000 Penalty: 5107.704102
	Iteration 5F: 3 clusters Score -3083327 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3084377.500000 Penalty: 5107.704102
	Iteration 6F: 3 clusters Score -3084378 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3085292.000000 Penalty: 5107.704102
	Iteration 7F: 3 clusters Score -3085292 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3086124.250000 Penalty: 5107.704102
	Iteration 8Q: 3 clusters Score -3086124 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3086851.250000 Penalty: 5107.704102
	Iteration 9Q: 3 clusters Score -3086851 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3087414.000000 Penalty: 5107.704102
	Iteration 10Q: 3 clusters Score -3087414 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3087790.000000 Penalty: 5107.704102
	Iteration 11Q: 3 clusters Score -3087790 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3088063.000000 Penalty: 5107.704102
	Iteration 12Q: 3 clusters Score -3088063 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3088292.500000 Penalty: 5107.704102
	Iteration 13Q: 3 clusters Score -3088292 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3088459.250000 Penalty: 5107.704102
	Iteration 14Q: 3 clusters Score -3088459 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3088602.500000 Penalty: 5107.704102
	Iteration 15Q: 3 clusters Score -3088602 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3088724.500000 Penalty: 5107.704102
	Iteration 16Q: 3 clusters Score -3088724 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3088837.250000 Penalty: 5107.704102
	Iteration 17Q: 3 clusters Score -3088837 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3088923.000000 Penalty: 5107.704102
	Iteration 18Q: 3 clusters Score -3088923 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3088998.500000 Penalty: 5107.704102
	Iteration 19Q: 3 clusters Score -3088998 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3089081.000000 Penalty: 5107.704102
	Iteration 20F: 3 clusters Score -3089081 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3089162.500000 Penalty: 5107.704102
	Iteration 21Q: 3 clusters Score -3089162 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3089231.750000 Penalty: 5107.704102
	Iteration 22Q: 3 clusters Score -3089232 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3089330.000000 Penalty: 5107.704102
	Iteration 23Q: 3 clusters Score -3089330 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3089421.250000 Penalty: 5107.704102
	Iteration 24Q: 3 clusters Score -3089421 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -3089491.000000 Penalty: 5107.704102
	Iteration 25Q: 3 clusters Score -3089491 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3089573.250000 Penalty: 5107.704102
	Iteration 26Q: 3 clusters Score -3089573 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3089641.000000 Penalty: 5107.704102
	Iteration 27Q: 3 clusters Score -3089641 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3089694.250000 Penalty: 5107.704102
	Iteration 28Q: 3 clusters Score -3089694 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3089770.500000 Penalty: 5107.704102
	Iteration 29Q: 3 clusters Score -3089770 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3089844.000000 Penalty: 5107.704102
	Iteration 30Q: 3 clusters Score -3089844 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3089926.750000 Penalty: 5107.704102
	Iteration 31Q: 3 clusters Score -3089927 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3089999.750000 Penalty: 5107.704102
	Iteration 32Q: 3 clusters Score -3090000 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3090078.500000 Penalty: 5107.704102
	Iteration 33Q: 3 clusters Score -3090078 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3090115.000000 Penalty: 5107.704102
	Iteration 34Q: 3 clusters Score -3090115 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3090174.750000 Penalty: 5107.704102
	Iteration 35Q: 3 clusters Score -3090175 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3090249.500000 Penalty: 5107.704102
	Iteration 36Q: 3 clusters Score -3090250 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3090295.750000 Penalty: 5107.704102
	Iteration 37Q: 3 clusters Score -3090296 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3090344.000000 Penalty: 5107.704102
	Iteration 38Q: 3 clusters Score -3090344 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3090393.750000 Penalty: 5107.704102
	Iteration 39Q: 3 clusters Score -3090394 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3090439.500000 Penalty: 5107.704102
	Iteration 40F: 3 clusters Score -3090440 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3090510.250000 Penalty: 5107.704102
	Iteration 41Q: 3 clusters Score -3090510 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3090567.250000 Penalty: 5107.704102
	Iteration 42Q: 3 clusters Score -3090567 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3090649.250000 Penalty: 5107.704102
	Iteration 43Q: 3 clusters Score -3090649 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3090714.000000 Penalty: 5107.704102
	Iteration 44Q: 3 clusters Score -3090714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3090779.000000 Penalty: 5107.704102
	Iteration 45Q: 3 clusters Score -3090779 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3090829.500000 Penalty: 5107.704102
	Iteration 46Q: 3 clusters Score -3090830 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3090871.250000 Penalty: 5107.704102
	Iteration 47Q: 3 clusters Score -3090871 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3090905.250000 Penalty: 5107.704102
	Iteration 48Q: 3 clusters Score -3090905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3090927.000000 Penalty: 5107.704102
	Iteration 49Q: 3 clusters Score -3090927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3090936.500000 Penalty: 5107.704102
	Iteration 50Q: 3 clusters Score -3090936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3090946.750000 Penalty: 5107.704102
	Iteration 51Q: 3 clusters Score -3090947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3090939.500000 Penalty: 5107.704102
	Iteration 52Q: 3 clusters Score -3090940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3090944.750000 Penalty: 5107.704102
	Iteration 53Q: 3 clusters Score -3090945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3090950.250000 Penalty: 5107.704102
	Iteration 54Q: 3 clusters Score -3090950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3090945.500000 Penalty: 5107.704102
	Iteration 55Q: 3 clusters Score -3090946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3090950.000000 Penalty: 5107.704102
	Iteration 56Q: 3 clusters Score -3090950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3090951.500000 Penalty: 5107.704102
	Iteration 57Q: 3 clusters Score -3090952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3090951.250000 Penalty: 5107.704102
	Iteration 58Q: 3 clusters Score -3090951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3090951.250000 Penalty: 5107.704102
	Iteration 59F: 3 clusters Score -3090951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Entering Unmasked Estep 
Score: -894443.750000 Penalty: 2238.342773
	Iteration 0F: 2 clusters Score -894443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -887829.750000 Penalty: 4476.685547
	Iteration 0F: 3 clusters Score -887829.8 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -889773.687500 Penalty: 4476.685547
	Iteration 1F: 3 clusters Score -889773.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -890050.687500 Penalty: 4476.685547
	Iteration 2F: 3 clusters Score -890050.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -890244.437500 Penalty: 4476.685547
	Iteration 3Q: 3 clusters Score -890244.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -890417.625000 Penalty: 4476.685547
	Iteration 4Q: 3 clusters Score -890417.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -890598.750000 Penalty: 4476.685547
	Iteration 5Q: 3 clusters Score -890598.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -890795.312500 Penalty: 4476.685547
	Iteration 6Q: 3 clusters Score -890795.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -890996.062500 Penalty: 4476.685547
	Iteration 7Q: 3 clusters Score -890996.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -891190.500000 Penalty: 4476.685547
	Iteration 8Q: 3 clusters Score -891190.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -891440.125000 Penalty: 4476.685547
	Iteration 9Q: 3 clusters Score -891440.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -891696.687500 Penalty: 4476.685547
	Iteration 10Q: 3 clusters Score -891696.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -891971.187500 Penalty: 4476.685547
	Iteration 11Q: 3 clusters Score -891971.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -892259.062500 Penalty: 4476.685547
	Iteration 12Q: 3 clusters Score -892259.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -892515.250000 Penalty: 4476.685547
	Iteration 13Q: 3 clusters Score -892515.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -892709.000000 Penalty: 4476.685547
	Iteration 14Q: 3 clusters Score -892709 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -892851.250000 Penalty: 4476.685547
	Iteration 15Q: 3 clusters Score -892851.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -892945.687500 Penalty: 4476.685547
	Iteration 16Q: 3 clusters Score -892945.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -893005.625000 Penalty: 4476.685547
	Iteration 17Q: 3 clusters Score -893005.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -893046.312500 Penalty: 4476.685547
	Iteration 18Q: 3 clusters Score -893046.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -893066.562500 Penalty: 4476.685547
	Iteration 19Q: 3 clusters Score -893066.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -893085.437500 Penalty: 4476.685547
	Iteration 20F: 3 clusters Score -893085.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -893103.187500 Penalty: 4476.685547
	Iteration 21Q: 3 clusters Score -893103.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -893122.125000 Penalty: 4476.685547
	Iteration 22Q: 3 clusters Score -893122.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -893132.625000 Penalty: 4476.685547
	Iteration 23Q: 3 clusters Score -893132.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -893144.250000 Penalty: 4476.685547
	Iteration 24Q: 3 clusters Score -893144.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -893155.562500 Penalty: 4476.685547
	Iteration 25Q: 3 clusters Score -893155.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -893165.062500 Penalty: 4476.685547
	Iteration 26Q: 3 clusters Score -893165.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -893176.125000 Penalty: 4476.685547
	Iteration 27Q: 3 clusters Score -893176.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -893182.687500 Penalty: 4476.685547
	Iteration 28Q: 3 clusters Score -893182.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -893186.000000 Penalty: 4476.685547
	Iteration 29Q: 3 clusters Score -893186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -893188.375000 Penalty: 4476.685547
	Iteration 30Q: 3 clusters Score -893188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -893191.812500 Penalty: 4476.685547
	Iteration 31Q: 3 clusters Score -893191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -893196.062500 Penalty: 4476.685547
	Iteration 32Q: 3 clusters Score -893196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -893196.875000 Penalty: 4476.685547
	Iteration 33Q: 3 clusters Score -893196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -893195.125000 Penalty: 4476.685547
	Iteration 34Q: 3 clusters Score -893195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -893196.875000 Penalty: 4476.685547
	Iteration 35Q: 3 clusters Score -893196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -893197.812500 Penalty: 4476.685547
	Iteration 36Q: 3 clusters Score -893197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -893197.812500 Penalty: 4476.685547
	Iteration 37F: 3 clusters Score -893197.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Entering Unmasked Estep 
Score: -524873.937500 Penalty: 2096.390625
	Iteration 0F: 2 clusters Score -524873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -520531.187500 Penalty: 4192.781250
	Iteration 0F: 3 clusters Score -520531.2 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -521635.218750 Penalty: 4192.781250
	Iteration 1F: 3 clusters Score -521635.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -521957.281250 Penalty: 4192.781250
	Iteration 2F: 3 clusters Score -521957.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -522176.250000 Penalty: 4192.781250
	Iteration 3F: 3 clusters Score -522176.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -522360.781250 Penalty: 4192.781250
	Iteration 4Q: 3 clusters Score -522360.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -522484.781250 Penalty: 4192.781250
	Iteration 5Q: 3 clusters Score -522484.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -522591.468750 Penalty: 4192.781250
	Iteration 6Q: 3 clusters Score -522591.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -522680.281250 Penalty: 4192.781250
	Iteration 7Q: 3 clusters Score -522680.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -522759.937500 Penalty: 4192.781250
	Iteration 8Q: 3 clusters Score -522759.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -522849.812500 Penalty: 4192.781250
	Iteration 9Q: 3 clusters Score -522849.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -522924.031250 Penalty: 4192.781250
	Iteration 10Q: 3 clusters Score -522924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -522987.750000 Penalty: 4192.781250
	Iteration 11Q: 3 clusters Score -522987.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -523063.781250 Penalty: 4192.781250
	Iteration 12Q: 3 clusters Score -523063.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -523134.656250 Penalty: 4192.781250
	Iteration 13Q: 3 clusters Score -523134.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -523187.343750 Penalty: 4192.781250
	Iteration 14Q: 3 clusters Score -523187.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -523228.531250 Penalty: 4192.781250
	Iteration 15Q: 3 clusters Score -523228.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -523281.906250 Penalty: 4192.781250
	Iteration 16Q: 3 clusters Score -523281.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -523340.562500 Penalty: 4192.781250
	Iteration 17Q: 3 clusters Score -523340.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -523388.718750 Penalty: 4192.781250
	Iteration 18Q: 3 clusters Score -523388.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -523432.781250 Penalty: 4192.781250
	Iteration 19Q: 3 clusters Score -523432.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -523467.250000 Penalty: 4192.781250
	Iteration 20F: 3 clusters Score -523467.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -523496.031250 Penalty: 4192.781250
	Iteration 21Q: 3 clusters Score -523496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -523517.781250 Penalty: 4192.781250
	Iteration 22Q: 3 clusters Score -523517.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -523538.156250 Penalty: 4192.781250
	Iteration 23Q: 3 clusters Score -523538.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -523562.468750 Penalty: 4192.781250
	Iteration 24Q: 3 clusters Score -523562.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -523585.093750 Penalty: 4192.781250
	Iteration 25Q: 3 clusters Score -523585.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -523609.250000 Penalty: 4192.781250
	Iteration 26Q: 3 clusters Score -523609.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -523631.625000 Penalty: 4192.781250
	Iteration 27Q: 3 clusters Score -523631.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -523649.843750 Penalty: 4192.781250
	Iteration 28Q: 3 clusters Score -523649.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -523673.843750 Penalty: 4192.781250
	Iteration 29Q: 3 clusters Score -523673.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -523695.718750 Penalty: 4192.781250
	Iteration 30Q: 3 clusters Score -523695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -523704.750000 Penalty: 4192.781250
	Iteration 31Q: 3 clusters Score -523704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -523710.437500 Penalty: 4192.781250
	Iteration 32Q: 3 clusters Score -523710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -523715.656250 Penalty: 4192.781250
	Iteration 33Q: 3 clusters Score -523715.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -523724.562500 Penalty: 4192.781250
	Iteration 34Q: 3 clusters Score -523724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -523731.000000 Penalty: 4192.781250
	Iteration 35Q: 3 clusters Score -523731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -523736.218750 Penalty: 4192.781250
	Iteration 36Q: 3 clusters Score -523736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -523738.968750 Penalty: 4192.781250
	Iteration 37Q: 3 clusters Score -523739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -523740.781250 Penalty: 4192.781250
	Iteration 38Q: 3 clusters Score -523740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -523744.437500 Penalty: 4192.781250
	Iteration 39Q: 3 clusters Score -523744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -523747.093750 Penalty: 4192.781250
	Iteration 40F: 3 clusters Score -523747.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -523750.468750 Penalty: 4192.781250
	Iteration 41Q: 3 clusters Score -523750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -523752.187500 Penalty: 4192.781250
	Iteration 42Q: 3 clusters Score -523752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -523754.843750 Penalty: 4192.781250
	Iteration 43Q: 3 clusters Score -523754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -523757.875000 Penalty: 4192.781250
	Iteration 44Q: 3 clusters Score -523757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -523763.125000 Penalty: 4192.781250
	Iteration 45Q: 3 clusters Score -523763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -523767.593750 Penalty: 4192.781250
	Iteration 46Q: 3 clusters Score -523767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -523771.687500 Penalty: 4192.781250
	Iteration 47Q: 3 clusters Score -523771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -523776.125000 Penalty: 4192.781250
	Iteration 48Q: 3 clusters Score -523776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -523776.875000 Penalty: 4192.781250
	Iteration 49Q: 3 clusters Score -523776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -523779.875000 Penalty: 4192.781250
	Iteration 50Q: 3 clusters Score -523779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -523782.562500 Penalty: 4192.781250
	Iteration 51Q: 3 clusters Score -523782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -523784.312500 Penalty: 4192.781250
	Iteration 52Q: 3 clusters Score -523784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -523784.312500 Penalty: 4192.781250
	Iteration 53F: 3 clusters Score -523784.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Entering Unmasked Estep 
Score: -1743091.000000 Penalty: 2390.956299
	Iteration 0F: 2 clusters Score -1743091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1732047.375000 Penalty: 4781.912598
	Iteration 0F: 3 clusters Score -1732047 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1735689.750000 Penalty: 4781.912598
	Iteration 1F: 3 clusters Score -1735690 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1736209.375000 Penalty: 4781.912598
	Iteration 2F: 3 clusters Score -1736209 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1736786.375000 Penalty: 4781.912598
	Iteration 3F: 3 clusters Score -1736786 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1737505.500000 Penalty: 4781.912598
	Iteration 4F: 3 clusters Score -1737506 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1738321.875000 Penalty: 4781.912598
	Iteration 5F: 3 clusters Score -1738322 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1739171.125000 Penalty: 4781.912598
	Iteration 6F: 3 clusters Score -1739171 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1740017.500000 Penalty: 4781.912598
	Iteration 7F: 3 clusters Score -1740018 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1740858.500000 Penalty: 4781.912598
	Iteration 8F: 3 clusters Score -1740858 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1741570.000000 Penalty: 4781.912598
	Iteration 9Q: 3 clusters Score -1741570 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1742068.500000 Penalty: 4781.912598
	Iteration 10Q: 3 clusters Score -1742068 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1742390.500000 Penalty: 4781.912598
	Iteration 11Q: 3 clusters Score -1742390 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1742539.000000 Penalty: 4781.912598
	Iteration 12Q: 3 clusters Score -1742539 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1742627.625000 Penalty: 4781.912598
	Iteration 13Q: 3 clusters Score -1742628 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1742677.125000 Penalty: 4781.912598
	Iteration 14Q: 3 clusters Score -1742677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1742694.000000 Penalty: 4781.912598
	Iteration 15Q: 3 clusters Score -1742694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1742718.375000 Penalty: 4781.912598
	Iteration 16Q: 3 clusters Score -1742718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1742734.000000 Penalty: 4781.912598
	Iteration 17Q: 3 clusters Score -1742734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1742738.625000 Penalty: 4781.912598
	Iteration 18Q: 3 clusters Score -1742739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1742745.500000 Penalty: 4781.912598
	Iteration 19Q: 3 clusters Score -1742746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1742757.875000 Penalty: 4781.912598
	Iteration 20F: 3 clusters Score -1742758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1742762.750000 Penalty: 4781.912598
	Iteration 21Q: 3 clusters Score -1742763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1742766.750000 Penalty: 4781.912598
	Iteration 22Q: 3 clusters Score -1742767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1742768.375000 Penalty: 4781.912598
	Iteration 23Q: 3 clusters Score -1742768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1742770.750000 Penalty: 4781.912598
	Iteration 24Q: 3 clusters Score -1742771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1742770.500000 Penalty: 4781.912598
	Iteration 25Q: 3 clusters Score -1742770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1742776.250000 Penalty: 4781.912598
	Iteration 26Q: 3 clusters Score -1742776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1742774.875000 Penalty: 4781.912598
	Iteration 27Q: 3 clusters Score -1742775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1742771.125000 Penalty: 4781.912598
	Iteration 28Q: 3 clusters Score -1742771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1742777.750000 Penalty: 4781.912598
	Iteration 29Q: 3 clusters Score -1742778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1742776.125000 Penalty: 4781.912598
	Iteration 30Q: 3 clusters Score -1742776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1742775.500000 Penalty: 4781.912598
	Iteration 31Q: 3 clusters Score -1742776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1742776.000000 Penalty: 4781.912598
	Iteration 32Q: 3 clusters Score -1742776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1742778.875000 Penalty: 4781.912598
	Iteration 33Q: 3 clusters Score -1742779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1742781.625000 Penalty: 4781.912598
	Iteration 34Q: 3 clusters Score -1742782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1742780.750000 Penalty: 4781.912598
	Iteration 35Q: 3 clusters Score -1742781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1742780.750000 Penalty: 4781.912598
	Iteration 36F: 3 clusters Score -1742781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -34413.628906 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -34413.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33132.679688 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -33132.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33307.867188 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -33307.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33355.464844 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -33355.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33370.007812 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -33370.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33381.808594 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -33381.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33389.593750 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -33389.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33405.269531 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -33405.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33422.539062 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -33422.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33429.406250 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -33429.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33431.019531 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -33431.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33431.019531 Penalty: 2935.771240
	Iteration 10F: 3 clusters Score -33431.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -485093.156250 Penalty: 2091.585205
	Iteration 0F: 2 clusters Score -485093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -480843.062500 Penalty: 4183.170410
	Iteration 0F: 3 clusters Score -480843.1 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -481837.500000 Penalty: 4183.170410
	Iteration 1F: 3 clusters Score -481837.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -482027.718750 Penalty: 4183.170410
	Iteration 2F: 3 clusters Score -482027.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -482152.187500 Penalty: 4183.170410
	Iteration 3Q: 3 clusters Score -482152.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -482230.625000 Penalty: 4183.170410
	Iteration 4Q: 3 clusters Score -482230.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -482288.750000 Penalty: 4183.170410
	Iteration 5Q: 3 clusters Score -482288.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -482348.343750 Penalty: 4183.170410
	Iteration 6Q: 3 clusters Score -482348.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -482412.812500 Penalty: 4183.170410
	Iteration 7Q: 3 clusters Score -482412.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -482479.625000 Penalty: 4183.170410
	Iteration 8Q: 3 clusters Score -482479.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -482585.343750 Penalty: 4183.170410
	Iteration 9Q: 3 clusters Score -482585.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -482746.312500 Penalty: 4183.170410
	Iteration 10Q: 3 clusters Score -482746.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -482994.781250 Penalty: 4183.170410
	Iteration 11Q: 3 clusters Score -482994.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -483267.218750 Penalty: 4183.170410
	Iteration 12F: 3 clusters Score -483267.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -483579.218750 Penalty: 4183.170410
	Iteration 13F: 3 clusters Score -483579.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -483908.156250 Penalty: 4183.170410
	Iteration 14F: 3 clusters Score -483908.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -484236.187500 Penalty: 4183.170410
	Iteration 15F: 3 clusters Score -484236.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -484435.000000 Penalty: 4183.170410
	Iteration 16Q: 3 clusters Score -484435 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -484515.812500 Penalty: 4183.170410
	Iteration 17Q: 3 clusters Score -484515.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -484549.906250 Penalty: 4183.170410
	Iteration 18Q: 3 clusters Score -484549.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -484573.093750 Penalty: 4183.170410
	Iteration 19Q: 3 clusters Score -484573.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -484583.281250 Penalty: 4183.170410
	Iteration 20F: 3 clusters Score -484583.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -484592.312500 Penalty: 4183.170410
	Iteration 21Q: 3 clusters Score -484592.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -484597.406250 Penalty: 4183.170410
	Iteration 22Q: 3 clusters Score -484597.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -484602.375000 Penalty: 4183.170410
	Iteration 23Q: 3 clusters Score -484602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -484603.437500 Penalty: 4183.170410
	Iteration 24Q: 3 clusters Score -484603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -484604.562500 Penalty: 4183.170410
	Iteration 25Q: 3 clusters Score -484604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -484604.875000 Penalty: 4183.170410
	Iteration 26Q: 3 clusters Score -484604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -484605.906250 Penalty: 4183.170410
	Iteration 27Q: 3 clusters Score -484605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -484606.375000 Penalty: 4183.170410
	Iteration 28Q: 3 clusters Score -484606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -484606.093750 Penalty: 4183.170410
	Iteration 29Q: 3 clusters Score -484606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -484607.281250 Penalty: 4183.170410
	Iteration 30Q: 3 clusters Score -484607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -484608.125000 Penalty: 4183.170410
	Iteration 31Q: 3 clusters Score -484608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -484608.750000 Penalty: 4183.170410
	Iteration 32Q: 3 clusters Score -484608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -484608.750000 Penalty: 4183.170410
	Iteration 33F: 3 clusters Score -484608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -650967.937500 Penalty: 2157.024414
	Iteration 0F: 2 clusters Score -650967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -645857.187500 Penalty: 4314.048828
	Iteration 0F: 3 clusters Score -645857.2 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -647344.062500 Penalty: 4314.048828
	Iteration 1F: 3 clusters Score -647344.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -647674.625000 Penalty: 4314.048828
	Iteration 2F: 3 clusters Score -647674.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -647886.250000 Penalty: 4314.048828
	Iteration 3F: 3 clusters Score -647886.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -648032.125000 Penalty: 4314.048828
	Iteration 4Q: 3 clusters Score -648032.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -648139.062500 Penalty: 4314.048828
	Iteration 5Q: 3 clusters Score -648139.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -648258.062500 Penalty: 4314.048828
	Iteration 6Q: 3 clusters Score -648258.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -648378.375000 Penalty: 4314.048828
	Iteration 7Q: 3 clusters Score -648378.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -648480.375000 Penalty: 4314.048828
	Iteration 8Q: 3 clusters Score -648480.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -648581.187500 Penalty: 4314.048828
	Iteration 9Q: 3 clusters Score -648581.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -648667.125000 Penalty: 4314.048828
	Iteration 10Q: 3 clusters Score -648667.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -648742.375000 Penalty: 4314.048828
	Iteration 11Q: 3 clusters Score -648742.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -648810.500000 Penalty: 4314.048828
	Iteration 12Q: 3 clusters Score -648810.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -648871.875000 Penalty: 4314.048828
	Iteration 13Q: 3 clusters Score -648871.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -648932.812500 Penalty: 4314.048828
	Iteration 14Q: 3 clusters Score -648932.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -648980.562500 Penalty: 4314.048828
	Iteration 15Q: 3 clusters Score -648980.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -649024.750000 Penalty: 4314.048828
	Iteration 16Q: 3 clusters Score -649024.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -649058.250000 Penalty: 4314.048828
	Iteration 17Q: 3 clusters Score -649058.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -649085.000000 Penalty: 4314.048828
	Iteration 18Q: 3 clusters Score -649085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -649103.125000 Penalty: 4314.048828
	Iteration 19Q: 3 clusters Score -649103.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -649122.187500 Penalty: 4314.048828
	Iteration 20F: 3 clusters Score -649122.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -649145.125000 Penalty: 4314.048828
	Iteration 21Q: 3 clusters Score -649145.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -649167.750000 Penalty: 4314.048828
	Iteration 22Q: 3 clusters Score -649167.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -649194.062500 Penalty: 4314.048828
	Iteration 23Q: 3 clusters Score -649194.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -649217.500000 Penalty: 4314.048828
	Iteration 24Q: 3 clusters Score -649217.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -649230.500000 Penalty: 4314.048828
	Iteration 25Q: 3 clusters Score -649230.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -649245.375000 Penalty: 4314.048828
	Iteration 26Q: 3 clusters Score -649245.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -649260.500000 Penalty: 4314.048828
	Iteration 27Q: 3 clusters Score -649260.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -649271.812500 Penalty: 4314.048828
	Iteration 28Q: 3 clusters Score -649271.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -649281.875000 Penalty: 4314.048828
	Iteration 29Q: 3 clusters Score -649281.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -649291.125000 Penalty: 4314.048828
	Iteration 30Q: 3 clusters Score -649291.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -649301.125000 Penalty: 4314.048828
	Iteration 31Q: 3 clusters Score -649301.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -649310.437500 Penalty: 4314.048828
	Iteration 32Q: 3 clusters Score -649310.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -649317.562500 Penalty: 4314.048828
	Iteration 33Q: 3 clusters Score -649317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -649320.625000 Penalty: 4314.048828
	Iteration 34Q: 3 clusters Score -649320.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -649327.187500 Penalty: 4314.048828
	Iteration 35Q: 3 clusters Score -649327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -649332.187500 Penalty: 4314.048828
	Iteration 36Q: 3 clusters Score -649332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -649333.562500 Penalty: 4314.048828
	Iteration 37Q: 3 clusters Score -649333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -649336.437500 Penalty: 4314.048828
	Iteration 38Q: 3 clusters Score -649336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -649340.812500 Penalty: 4314.048828
	Iteration 39Q: 3 clusters Score -649340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -649344.562500 Penalty: 4314.048828
	Iteration 40F: 3 clusters Score -649344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -649347.187500 Penalty: 4314.048828
	Iteration 41Q: 3 clusters Score -649347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -649349.312500 Penalty: 4314.048828
	Iteration 42Q: 3 clusters Score -649349.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -649354.250000 Penalty: 4314.048828
	Iteration 43Q: 3 clusters Score -649354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -649357.562500 Penalty: 4314.048828
	Iteration 44Q: 3 clusters Score -649357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -649358.750000 Penalty: 4314.048828
	Iteration 45Q: 3 clusters Score -649358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -649360.500000 Penalty: 4314.048828
	Iteration 46Q: 3 clusters Score -649360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -649359.437500 Penalty: 4314.048828
	Iteration 47Q: 3 clusters Score -649359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -649361.812500 Penalty: 4314.048828
	Iteration 48Q: 3 clusters Score -649361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -649360.937500 Penalty: 4314.048828
	Iteration 49Q: 3 clusters Score -649360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -649362.250000 Penalty: 4314.048828
	Iteration 50Q: 3 clusters Score -649362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -649362.250000 Penalty: 4314.048828
	Iteration 51F: 3 clusters Score -649362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36492.218750 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36492.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36603.179688 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36603.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36636.832031 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36636.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36641.921875 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -36641.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36641.921875 Penalty: 2920.883301
	Iteration 4F: 3 clusters Score -36641.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Entering Unmasked Estep 
Score: -1374488.750000 Penalty: 2334.655518
	Iteration 0F: 2 clusters Score -1374489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1365461.500000 Penalty: 4669.311035
	Iteration 0F: 3 clusters Score -1365462 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1368342.375000 Penalty: 4669.311035
	Iteration 1F: 3 clusters Score -1368342 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1368965.875000 Penalty: 4669.311035
	Iteration 2F: 3 clusters Score -1368966 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1369520.125000 Penalty: 4669.311035
	Iteration 3F: 3 clusters Score -1369520 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1370053.500000 Penalty: 4669.311035
	Iteration 4F: 3 clusters Score -1370054 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1370585.750000 Penalty: 4669.311035
	Iteration 5F: 3 clusters Score -1370586 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1371079.250000 Penalty: 4669.311035
	Iteration 6F: 3 clusters Score -1371079 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1371575.250000 Penalty: 4669.311035
	Iteration 7Q: 3 clusters Score -1371575 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1372081.875000 Penalty: 4669.311035
	Iteration 8Q: 3 clusters Score -1372082 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1372594.750000 Penalty: 4669.311035
	Iteration 9Q: 3 clusters Score -1372595 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1373021.750000 Penalty: 4669.311035
	Iteration 10Q: 3 clusters Score -1373022 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1373248.750000 Penalty: 4669.311035
	Iteration 11Q: 3 clusters Score -1373249 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1373353.625000 Penalty: 4669.311035
	Iteration 12Q: 3 clusters Score -1373354 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1373401.375000 Penalty: 4669.311035
	Iteration 13Q: 3 clusters Score -1373401 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1373436.000000 Penalty: 4669.311035
	Iteration 14Q: 3 clusters Score -1373436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1373465.375000 Penalty: 4669.311035
	Iteration 15Q: 3 clusters Score -1373465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1373487.250000 Penalty: 4669.311035
	Iteration 16Q: 3 clusters Score -1373487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1373499.375000 Penalty: 4669.311035
	Iteration 17Q: 3 clusters Score -1373499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1373511.875000 Penalty: 4669.311035
	Iteration 18Q: 3 clusters Score -1373512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1373520.250000 Penalty: 4669.311035
	Iteration 19Q: 3 clusters Score -1373520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1373536.500000 Penalty: 4669.311035
	Iteration 20F: 3 clusters Score -1373536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1373547.000000 Penalty: 4669.311035
	Iteration 21Q: 3 clusters Score -1373547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1373566.875000 Penalty: 4669.311035
	Iteration 22Q: 3 clusters Score -1373567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1373574.750000 Penalty: 4669.311035
	Iteration 23Q: 3 clusters Score -1373575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1373595.500000 Penalty: 4669.311035
	Iteration 24Q: 3 clusters Score -1373596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1373618.000000 Penalty: 4669.311035
	Iteration 25Q: 3 clusters Score -1373618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1373636.750000 Penalty: 4669.311035
	Iteration 26Q: 3 clusters Score -1373637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1373647.500000 Penalty: 4669.311035
	Iteration 27Q: 3 clusters Score -1373648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1373661.625000 Penalty: 4669.311035
	Iteration 28Q: 3 clusters Score -1373662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1373671.125000 Penalty: 4669.311035
	Iteration 29Q: 3 clusters Score -1373671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1373676.750000 Penalty: 4669.311035
	Iteration 30Q: 3 clusters Score -1373677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1373688.500000 Penalty: 4669.311035
	Iteration 31Q: 3 clusters Score -1373688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1373695.750000 Penalty: 4669.311035
	Iteration 32Q: 3 clusters Score -1373696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1373704.625000 Penalty: 4669.311035
	Iteration 33Q: 3 clusters Score -1373705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1373719.250000 Penalty: 4669.311035
	Iteration 34Q: 3 clusters Score -1373719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1373734.875000 Penalty: 4669.311035
	Iteration 35Q: 3 clusters Score -1373735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1373743.250000 Penalty: 4669.311035
	Iteration 36Q: 3 clusters Score -1373743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1373758.125000 Penalty: 4669.311035
	Iteration 37Q: 3 clusters Score -1373758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1373773.375000 Penalty: 4669.311035
	Iteration 38Q: 3 clusters Score -1373773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1373782.125000 Penalty: 4669.311035
	Iteration 39Q: 3 clusters Score -1373782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1373788.750000 Penalty: 4669.311035
	Iteration 40F: 3 clusters Score -1373789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1373803.500000 Penalty: 4669.311035
	Iteration 41Q: 3 clusters Score -1373804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1373802.750000 Penalty: 4669.311035
	Iteration 42Q: 3 clusters Score -1373803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1373806.500000 Penalty: 4669.311035
	Iteration 43Q: 3 clusters Score -1373806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1373812.375000 Penalty: 4669.311035
	Iteration 44Q: 3 clusters Score -1373812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1373810.500000 Penalty: 4669.311035
	Iteration 45Q: 3 clusters Score -1373810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1373817.000000 Penalty: 4669.311035
	Iteration 46Q: 3 clusters Score -1373817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1373820.250000 Penalty: 4669.311035
	Iteration 47Q: 3 clusters Score -1373820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1373825.875000 Penalty: 4669.311035
	Iteration 48Q: 3 clusters Score -1373826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1373828.625000 Penalty: 4669.311035
	Iteration 49Q: 3 clusters Score -1373829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1373830.375000 Penalty: 4669.311035
	Iteration 50Q: 3 clusters Score -1373830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1373833.000000 Penalty: 4669.311035
	Iteration 51Q: 3 clusters Score -1373833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1373828.000000 Penalty: 4669.311035
	Iteration 52Q: 3 clusters Score -1373828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1373833.750000 Penalty: 4669.311035
	Iteration 53Q: 3 clusters Score -1373834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1373831.750000 Penalty: 4669.311035
	Iteration 54Q: 3 clusters Score -1373832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1373836.875000 Penalty: 4669.311035
	Iteration 55Q: 3 clusters Score -1373837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1373838.250000 Penalty: 4669.311035
	Iteration 56Q: 3 clusters Score -1373838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1373838.625000 Penalty: 4669.311035
	Iteration 57Q: 3 clusters Score -1373839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1373840.500000 Penalty: 4669.311035
	Iteration 58Q: 3 clusters Score -1373840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1373841.500000 Penalty: 4669.311035
	Iteration 59Q: 3 clusters Score -1373842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1373842.500000 Penalty: 4669.311035
	Iteration 60F: 3 clusters Score -1373842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1373841.625000 Penalty: 4669.311035
	Iteration 61Q: 3 clusters Score -1373842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1373841.500000 Penalty: 4669.311035
	Iteration 62Q: 3 clusters Score -1373842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1373843.125000 Penalty: 4669.311035
	Iteration 63Q: 3 clusters Score -1373843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1373843.875000 Penalty: 4669.311035
	Iteration 64Q: 3 clusters Score -1373844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1373839.125000 Penalty: 4669.311035
	Iteration 65Q: 3 clusters Score -1373839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1373846.125000 Penalty: 4669.311035
	Iteration 66Q: 3 clusters Score -1373846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1373847.375000 Penalty: 4669.311035
	Iteration 67Q: 3 clusters Score -1373847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1373846.125000 Penalty: 4669.311035
	Iteration 68Q: 3 clusters Score -1373846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1373847.750000 Penalty: 4669.311035
	Iteration 69Q: 3 clusters Score -1373848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1373847.250000 Penalty: 4669.311035
	Iteration 70Q: 3 clusters Score -1373847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1373849.000000 Penalty: 4669.311035
	Iteration 71Q: 3 clusters Score -1373849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1373849.125000 Penalty: 4669.311035
	Iteration 72Q: 3 clusters Score -1373849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1373849.125000 Penalty: 4669.311035
	Iteration 73F: 3 clusters Score -1373849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -475549.375000 Penalty: 2083.753418
	Iteration 0F: 2 clusters Score -475549.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -471346.375000 Penalty: 4167.506836
	Iteration 0F: 3 clusters Score -471346.4 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -472326.718750 Penalty: 4167.506836
	Iteration 1F: 3 clusters Score -472326.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -472563.000000 Penalty: 4167.506836
	Iteration 2F: 3 clusters Score -472563 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -472674.062500 Penalty: 4167.506836
	Iteration 3Q: 3 clusters Score -472674.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -472767.812500 Penalty: 4167.506836
	Iteration 4Q: 3 clusters Score -472767.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -472871.312500 Penalty: 4167.506836
	Iteration 5Q: 3 clusters Score -472871.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -473002.718750 Penalty: 4167.506836
	Iteration 6Q: 3 clusters Score -473002.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -473202.625000 Penalty: 4167.506836
	Iteration 7Q: 3 clusters Score -473202.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -473522.375000 Penalty: 4167.506836
	Iteration 8F: 3 clusters Score -473522.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -473918.000000 Penalty: 4167.506836
	Iteration 9F: 3 clusters Score -473918 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -474157.406250 Penalty: 4167.506836
	Iteration 10F: 3 clusters Score -474157.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -474270.812500 Penalty: 4167.506836
	Iteration 11Q: 3 clusters Score -474270.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -474337.781250 Penalty: 4167.506836
	Iteration 12Q: 3 clusters Score -474337.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -474376.468750 Penalty: 4167.506836
	Iteration 13Q: 3 clusters Score -474376.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -474414.625000 Penalty: 4167.506836
	Iteration 14Q: 3 clusters Score -474414.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -474444.562500 Penalty: 4167.506836
	Iteration 15Q: 3 clusters Score -474444.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -474479.718750 Penalty: 4167.506836
	Iteration 16Q: 3 clusters Score -474479.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -474523.250000 Penalty: 4167.506836
	Iteration 17Q: 3 clusters Score -474523.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -474578.656250 Penalty: 4167.506836
	Iteration 18Q: 3 clusters Score -474578.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -474619.062500 Penalty: 4167.506836
	Iteration 19Q: 3 clusters Score -474619.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -474658.937500 Penalty: 4167.506836
	Iteration 20F: 3 clusters Score -474658.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -474684.406250 Penalty: 4167.506836
	Iteration 21Q: 3 clusters Score -474684.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -474707.875000 Penalty: 4167.506836
	Iteration 22Q: 3 clusters Score -474707.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -474731.375000 Penalty: 4167.506836
	Iteration 23Q: 3 clusters Score -474731.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -474750.468750 Penalty: 4167.506836
	Iteration 24Q: 3 clusters Score -474750.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -474761.125000 Penalty: 4167.506836
	Iteration 25Q: 3 clusters Score -474761.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -474770.187500 Penalty: 4167.506836
	Iteration 26Q: 3 clusters Score -474770.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -474780.843750 Penalty: 4167.506836
	Iteration 27Q: 3 clusters Score -474780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -474788.187500 Penalty: 4167.506836
	Iteration 28Q: 3 clusters Score -474788.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -474792.906250 Penalty: 4167.506836
	Iteration 29Q: 3 clusters Score -474792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -474797.343750 Penalty: 4167.506836
	Iteration 30Q: 3 clusters Score -474797.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -474802.656250 Penalty: 4167.506836
	Iteration 31Q: 3 clusters Score -474802.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -474805.093750 Penalty: 4167.506836
	Iteration 32Q: 3 clusters Score -474805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -474808.468750 Penalty: 4167.506836
	Iteration 33Q: 3 clusters Score -474808.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -474809.781250 Penalty: 4167.506836
	Iteration 34Q: 3 clusters Score -474809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -474813.843750 Penalty: 4167.506836
	Iteration 35Q: 3 clusters Score -474813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -474818.968750 Penalty: 4167.506836
	Iteration 36Q: 3 clusters Score -474819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -474826.312500 Penalty: 4167.506836
	Iteration 37Q: 3 clusters Score -474826.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -474831.937500 Penalty: 4167.506836
	Iteration 38Q: 3 clusters Score -474831.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -474838.437500 Penalty: 4167.506836
	Iteration 39Q: 3 clusters Score -474838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -474841.781250 Penalty: 4167.506836
	Iteration 40F: 3 clusters Score -474841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -474842.812500 Penalty: 4167.506836
	Iteration 41Q: 3 clusters Score -474842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -474844.093750 Penalty: 4167.506836
	Iteration 42Q: 3 clusters Score -474844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -474844.000000 Penalty: 4167.506836
	Iteration 43Q: 3 clusters Score -474844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -474844.000000 Penalty: 4167.506836
	Iteration 44F: 3 clusters Score -474844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -818912.062500 Penalty: 2206.218262
	Iteration 0F: 2 clusters Score -818912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -812918.875000 Penalty: 4412.436523
	Iteration 0F: 3 clusters Score -812918.9 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -814611.250000 Penalty: 4412.436523
	Iteration 1F: 3 clusters Score -814611.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -815145.500000 Penalty: 4412.436523
	Iteration 2F: 3 clusters Score -815145.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -815670.750000 Penalty: 4412.436523
	Iteration 3F: 3 clusters Score -815670.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -816106.562500 Penalty: 4412.436523
	Iteration 4F: 3 clusters Score -816106.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -816480.625000 Penalty: 4412.436523
	Iteration 5F: 3 clusters Score -816480.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -816847.500000 Penalty: 4412.436523
	Iteration 6F: 3 clusters Score -816847.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -817208.625000 Penalty: 4412.436523
	Iteration 7F: 3 clusters Score -817208.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -817487.312500 Penalty: 4412.436523
	Iteration 8Q: 3 clusters Score -817487.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -817683.500000 Penalty: 4412.436523
	Iteration 9Q: 3 clusters Score -817683.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -817848.375000 Penalty: 4412.436523
	Iteration 10Q: 3 clusters Score -817848.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -817969.875000 Penalty: 4412.436523
	Iteration 11Q: 3 clusters Score -817969.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -818095.437500 Penalty: 4412.436523
	Iteration 12Q: 3 clusters Score -818095.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -818223.250000 Penalty: 4412.436523
	Iteration 13Q: 3 clusters Score -818223.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -818337.562500 Penalty: 4412.436523
	Iteration 14Q: 3 clusters Score -818337.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -818387.500000 Penalty: 4412.436523
	Iteration 15Q: 3 clusters Score -818387.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -818425.062500 Penalty: 4412.436523
	Iteration 16Q: 3 clusters Score -818425.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -818463.250000 Penalty: 4412.436523
	Iteration 17Q: 3 clusters Score -818463.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -818497.250000 Penalty: 4412.436523
	Iteration 18Q: 3 clusters Score -818497.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -818516.062500 Penalty: 4412.436523
	Iteration 19Q: 3 clusters Score -818516.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -818530.187500 Penalty: 4412.436523
	Iteration 20F: 3 clusters Score -818530.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -818537.187500 Penalty: 4412.436523
	Iteration 21Q: 3 clusters Score -818537.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -818547.125000 Penalty: 4412.436523
	Iteration 22Q: 3 clusters Score -818547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -818552.250000 Penalty: 4412.436523
	Iteration 23Q: 3 clusters Score -818552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -818554.562500 Penalty: 4412.436523
	Iteration 24Q: 3 clusters Score -818554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -818556.000000 Penalty: 4412.436523
	Iteration 25Q: 3 clusters Score -818556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -818556.000000 Penalty: 4412.436523
	Iteration 26F: 3 clusters Score -818556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Entering Unmasked Estep 
Score: -1528789.250000 Penalty: 2361.130859
	Iteration 0F: 2 clusters Score -1528789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1518768.250000 Penalty: 4722.261719
	Iteration 0F: 3 clusters Score -1518768 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1522115.250000 Penalty: 4722.261719
	Iteration 1F: 3 clusters Score -1522115 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1522579.375000 Penalty: 4722.261719
	Iteration 2F: 3 clusters Score -1522579 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1522958.750000 Penalty: 4722.261719
	Iteration 3F: 3 clusters Score -1522959 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1523349.250000 Penalty: 4722.261719
	Iteration 4F: 3 clusters Score -1523349 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1523830.500000 Penalty: 4722.261719
	Iteration 5F: 3 clusters Score -1523830 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1524431.750000 Penalty: 4722.261719
	Iteration 6F: 3 clusters Score -1524432 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1525017.250000 Penalty: 4722.261719
	Iteration 7F: 3 clusters Score -1525017 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1525495.625000 Penalty: 4722.261719
	Iteration 8F: 3 clusters Score -1525496 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1525857.875000 Penalty: 4722.261719
	Iteration 9Q: 3 clusters Score -1525858 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1526107.750000 Penalty: 4722.261719
	Iteration 10Q: 3 clusters Score -1526108 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1526278.375000 Penalty: 4722.261719
	Iteration 11Q: 3 clusters Score -1526278 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1526397.500000 Penalty: 4722.261719
	Iteration 12Q: 3 clusters Score -1526398 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1526480.125000 Penalty: 4722.261719
	Iteration 13Q: 3 clusters Score -1526480 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1526558.125000 Penalty: 4722.261719
	Iteration 14Q: 3 clusters Score -1526558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1526627.750000 Penalty: 4722.261719
	Iteration 15Q: 3 clusters Score -1526628 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1526683.000000 Penalty: 4722.261719
	Iteration 16Q: 3 clusters Score -1526683 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1526731.375000 Penalty: 4722.261719
	Iteration 17Q: 3 clusters Score -1526731 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1526764.875000 Penalty: 4722.261719
	Iteration 18Q: 3 clusters Score -1526765 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1526807.750000 Penalty: 4722.261719
	Iteration 19Q: 3 clusters Score -1526808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1526840.875000 Penalty: 4722.261719
	Iteration 20F: 3 clusters Score -1526841 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1526887.500000 Penalty: 4722.261719
	Iteration 21Q: 3 clusters Score -1526888 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1526937.875000 Penalty: 4722.261719
	Iteration 22Q: 3 clusters Score -1526938 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1526972.000000 Penalty: 4722.261719
	Iteration 23Q: 3 clusters Score -1526972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1527010.375000 Penalty: 4722.261719
	Iteration 24Q: 3 clusters Score -1527010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1527042.125000 Penalty: 4722.261719
	Iteration 25Q: 3 clusters Score -1527042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1527080.125000 Penalty: 4722.261719
	Iteration 26Q: 3 clusters Score -1527080 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1527125.250000 Penalty: 4722.261719
	Iteration 27Q: 3 clusters Score -1527125 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1527170.500000 Penalty: 4722.261719
	Iteration 28Q: 3 clusters Score -1527170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1527212.125000 Penalty: 4722.261719
	Iteration 29Q: 3 clusters Score -1527212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1527250.875000 Penalty: 4722.261719
	Iteration 30Q: 3 clusters Score -1527251 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1527291.625000 Penalty: 4722.261719
	Iteration 31Q: 3 clusters Score -1527292 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1527323.500000 Penalty: 4722.261719
	Iteration 32Q: 3 clusters Score -1527324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1527345.125000 Penalty: 4722.261719
	Iteration 33Q: 3 clusters Score -1527345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1527357.500000 Penalty: 4722.261719
	Iteration 34Q: 3 clusters Score -1527358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1527362.000000 Penalty: 4722.261719
	Iteration 35Q: 3 clusters Score -1527362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1527367.875000 Penalty: 4722.261719
	Iteration 36Q: 3 clusters Score -1527368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1527375.125000 Penalty: 4722.261719
	Iteration 37Q: 3 clusters Score -1527375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1527381.125000 Penalty: 4722.261719
	Iteration 38Q: 3 clusters Score -1527381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1527381.125000 Penalty: 4722.261719
	Iteration 39Q: 3 clusters Score -1527381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1527385.500000 Penalty: 4722.261719
	Iteration 40F: 3 clusters Score -1527386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1527388.625000 Penalty: 4722.261719
	Iteration 41Q: 3 clusters Score -1527389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1527394.250000 Penalty: 4722.261719
	Iteration 42Q: 3 clusters Score -1527394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1527393.875000 Penalty: 4722.261719
	Iteration 43Q: 3 clusters Score -1527394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1527398.000000 Penalty: 4722.261719
	Iteration 44Q: 3 clusters Score -1527398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1527401.625000 Penalty: 4722.261719
	Iteration 45Q: 3 clusters Score -1527402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1527411.625000 Penalty: 4722.261719
	Iteration 46Q: 3 clusters Score -1527412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1527414.125000 Penalty: 4722.261719
	Iteration 47Q: 3 clusters Score -1527414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1527417.500000 Penalty: 4722.261719
	Iteration 48Q: 3 clusters Score -1527418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1527421.750000 Penalty: 4722.261719
	Iteration 49Q: 3 clusters Score -1527422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1527428.875000 Penalty: 4722.261719
	Iteration 50Q: 3 clusters Score -1527429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1527431.250000 Penalty: 4722.261719
	Iteration 51Q: 3 clusters Score -1527431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1527437.000000 Penalty: 4722.261719
	Iteration 52Q: 3 clusters Score -1527437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1527433.250000 Penalty: 4722.261719
	Iteration 53Q: 3 clusters Score -1527433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1527437.750000 Penalty: 4722.261719
	Iteration 54Q: 3 clusters Score -1527438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1527444.000000 Penalty: 4722.261719
	Iteration 55Q: 3 clusters Score -1527444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1527442.125000 Penalty: 4722.261719
	Iteration 56Q: 3 clusters Score -1527442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1527448.500000 Penalty: 4722.261719
	Iteration 57Q: 3 clusters Score -1527448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1527448.875000 Penalty: 4722.261719
	Iteration 58Q: 3 clusters Score -1527449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1527449.875000 Penalty: 4722.261719
	Iteration 59Q: 3 clusters Score -1527450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1527451.750000 Penalty: 4722.261719
	Iteration 60F: 3 clusters Score -1527452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1527452.000000 Penalty: 4722.261719
	Iteration 61Q: 3 clusters Score -1527452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1527449.750000 Penalty: 4722.261719
	Iteration 62Q: 3 clusters Score -1527450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1527451.625000 Penalty: 4722.261719
	Iteration 63Q: 3 clusters Score -1527452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1527453.625000 Penalty: 4722.261719
	Iteration 64Q: 3 clusters Score -1527454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1527454.750000 Penalty: 4722.261719
	Iteration 65Q: 3 clusters Score -1527455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1527457.500000 Penalty: 4722.261719
	Iteration 66Q: 3 clusters Score -1527458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1527463.375000 Penalty: 4722.261719
	Iteration 67Q: 3 clusters Score -1527463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1527464.625000 Penalty: 4722.261719
	Iteration 68Q: 3 clusters Score -1527465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1527472.125000 Penalty: 4722.261719
	Iteration 69Q: 3 clusters Score -1527472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1527477.375000 Penalty: 4722.261719
	Iteration 70Q: 3 clusters Score -1527477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1527483.625000 Penalty: 4722.261719
	Iteration 71Q: 3 clusters Score -1527484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1527480.750000 Penalty: 4722.261719
	Iteration 72Q: 3 clusters Score -1527481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1527483.875000 Penalty: 4722.261719
	Iteration 73Q: 3 clusters Score -1527484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1527486.750000 Penalty: 4722.261719
	Iteration 74Q: 3 clusters Score -1527487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1527498.750000 Penalty: 4722.261719
	Iteration 75Q: 3 clusters Score -1527499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1527507.625000 Penalty: 4722.261719
	Iteration 76Q: 3 clusters Score -1527508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1527510.750000 Penalty: 4722.261719
	Iteration 77Q: 3 clusters Score -1527511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1527516.500000 Penalty: 4722.261719
	Iteration 78Q: 3 clusters Score -1527516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1527516.625000 Penalty: 4722.261719
	Iteration 79Q: 3 clusters Score -1527517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1527518.500000 Penalty: 4722.261719
	Iteration 80F: 3 clusters Score -1527518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1527522.625000 Penalty: 4722.261719
	Iteration 81Q: 3 clusters Score -1527523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1527522.750000 Penalty: 4722.261719
	Iteration 82Q: 3 clusters Score -1527523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1527523.250000 Penalty: 4722.261719
	Iteration 83Q: 3 clusters Score -1527523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1527522.125000 Penalty: 4722.261719
	Iteration 84Q: 3 clusters Score -1527522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1527520.625000 Penalty: 4722.261719
	Iteration 85Q: 3 clusters Score -1527521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1527520.625000 Penalty: 4722.261719
	Iteration 86F: 3 clusters Score -1527521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -601969.625000 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -601969.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -597150.500000 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -597150.5 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -598264.687500 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -598264.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -598513.812500 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -598513.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -598715.312500 Penalty: 4275.216797
	Iteration 3F: 3 clusters Score -598715.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -598907.125000 Penalty: 4275.216797
	Iteration 4F: 3 clusters Score -598907.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -599079.687500 Penalty: 4275.216797
	Iteration 5Q: 3 clusters Score -599079.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -599224.187500 Penalty: 4275.216797
	Iteration 6Q: 3 clusters Score -599224.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -599368.250000 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -599368.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -599516.875000 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -599516.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -599647.750000 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -599647.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -599758.625000 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -599758.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -599846.812500 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -599846.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -599912.937500 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -599912.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -599956.750000 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -599956.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -599982.500000 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -599982.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -600004.437500 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -600004.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -600022.812500 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -600022.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -600037.875000 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -600037.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -600048.125000 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -600048.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -600063.125000 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -600063.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -600076.000000 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -600076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -600090.937500 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -600090.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -600099.937500 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -600099.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -600107.125000 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -600107.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -600113.625000 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -600113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -600120.875000 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -600120.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -600127.750000 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -600127.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -600130.812500 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -600130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -600135.125000 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -600135.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -600138.812500 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -600138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -600142.687500 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -600142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -600147.625000 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -600147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -600150.937500 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -600150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -600153.125000 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -600153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -600153.875000 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -600153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -600153.625000 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -600153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -600155.375000 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -600155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -600155.375000 Penalty: 4275.216797
	Iteration 37Q: 3 clusters Score -600155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -600157.437500 Penalty: 4275.216797
	Iteration 38Q: 3 clusters Score -600157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -600160.250000 Penalty: 4275.216797
	Iteration 39Q: 3 clusters Score -600160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -600160.625000 Penalty: 4275.216797
	Iteration 40F: 3 clusters Score -600160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -600161.562500 Penalty: 4275.216797
	Iteration 41Q: 3 clusters Score -600161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -600160.437500 Penalty: 4275.216797
	Iteration 42Q: 3 clusters Score -600160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -600161.937500 Penalty: 4275.216797
	Iteration 43Q: 3 clusters Score -600161.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -600163.437500 Penalty: 4275.216797
	Iteration 44Q: 3 clusters Score -600163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -600163.250000 Penalty: 4275.216797
	Iteration 45Q: 3 clusters Score -600163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -600163.250000 Penalty: 4275.216797
	Iteration 46F: 3 clusters Score -600163.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Entering Unmasked Estep 
Score: -1896134.500000 Penalty: 2427.651855
	Iteration 0F: 2 clusters Score -1896134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1883480.375000 Penalty: 4855.303711
	Iteration 0F: 3 clusters Score -1883480 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1887944.750000 Penalty: 4855.303711
	Iteration 1F: 3 clusters Score -1887945 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1888664.250000 Penalty: 4855.303711
	Iteration 2F: 3 clusters Score -1888664 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1889464.875000 Penalty: 4855.303711
	Iteration 3F: 3 clusters Score -1889465 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1890524.750000 Penalty: 4855.303711
	Iteration 4F: 3 clusters Score -1890525 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1891669.875000 Penalty: 4855.303711
	Iteration 5F: 3 clusters Score -1891670 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1892689.000000 Penalty: 4855.303711
	Iteration 6F: 3 clusters Score -1892689 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1893461.750000 Penalty: 4855.303711
	Iteration 7Q: 3 clusters Score -1893462 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1894043.250000 Penalty: 4855.303711
	Iteration 8Q: 3 clusters Score -1894043 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1894418.125000 Penalty: 4855.303711
	Iteration 9Q: 3 clusters Score -1894418 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1894665.500000 Penalty: 4855.303711
	Iteration 10Q: 3 clusters Score -1894666 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1894886.125000 Penalty: 4855.303711
	Iteration 11Q: 3 clusters Score -1894886 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1895058.750000 Penalty: 4855.303711
	Iteration 12Q: 3 clusters Score -1895059 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1895191.375000 Penalty: 4855.303711
	Iteration 13Q: 3 clusters Score -1895191 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1895317.625000 Penalty: 4855.303711
	Iteration 14Q: 3 clusters Score -1895318 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1895388.875000 Penalty: 4855.303711
	Iteration 15Q: 3 clusters Score -1895389 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1895455.750000 Penalty: 4855.303711
	Iteration 16Q: 3 clusters Score -1895456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1895501.250000 Penalty: 4855.303711
	Iteration 17Q: 3 clusters Score -1895501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1895531.625000 Penalty: 4855.303711
	Iteration 18Q: 3 clusters Score -1895532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1895564.375000 Penalty: 4855.303711
	Iteration 19Q: 3 clusters Score -1895564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1895595.500000 Penalty: 4855.303711
	Iteration 20F: 3 clusters Score -1895596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1895611.750000 Penalty: 4855.303711
	Iteration 21Q: 3 clusters Score -1895612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1895634.000000 Penalty: 4855.303711
	Iteration 22Q: 3 clusters Score -1895634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1895679.375000 Penalty: 4855.303711
	Iteration 23Q: 3 clusters Score -1895679 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1895717.875000 Penalty: 4855.303711
	Iteration 24Q: 3 clusters Score -1895718 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1895770.000000 Penalty: 4855.303711
	Iteration 25Q: 3 clusters Score -1895770 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1895833.375000 Penalty: 4855.303711
	Iteration 26Q: 3 clusters Score -1895833 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1895926.250000 Penalty: 4855.303711
	Iteration 27Q: 3 clusters Score -1895926 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1896026.250000 Penalty: 4855.303711
	Iteration 28Q: 3 clusters Score -1896026 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1896104.250000 Penalty: 4855.303711
	Iteration 29Q: 3 clusters Score -1896104 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1896153.750000 Penalty: 4855.303711
	Iteration 30Q: 3 clusters Score -1896154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1896209.125000 Penalty: 4855.303711
	Iteration 31Q: 3 clusters Score -1896209 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1896238.000000 Penalty: 4855.303711
	Iteration 32Q: 3 clusters Score -1896238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1896267.125000 Penalty: 4855.303711
	Iteration 33Q: 3 clusters Score -1896267 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1896304.125000 Penalty: 4855.303711
	Iteration 34Q: 3 clusters Score -1896304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1896336.375000 Penalty: 4855.303711
	Iteration 35Q: 3 clusters Score -1896336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1896349.750000 Penalty: 4855.303711
	Iteration 36Q: 3 clusters Score -1896350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1896357.875000 Penalty: 4855.303711
	Iteration 37Q: 3 clusters Score -1896358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1896373.875000 Penalty: 4855.303711
	Iteration 38Q: 3 clusters Score -1896374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1896388.000000 Penalty: 4855.303711
	Iteration 39Q: 3 clusters Score -1896388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1896403.625000 Penalty: 4855.303711
	Iteration 40F: 3 clusters Score -1896404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1896413.000000 Penalty: 4855.303711
	Iteration 41Q: 3 clusters Score -1896413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1896421.875000 Penalty: 4855.303711
	Iteration 42Q: 3 clusters Score -1896422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1896433.125000 Penalty: 4855.303711
	Iteration 43Q: 3 clusters Score -1896433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1896431.875000 Penalty: 4855.303711
	Iteration 44Q: 3 clusters Score -1896432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1896440.375000 Penalty: 4855.303711
	Iteration 45Q: 3 clusters Score -1896440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1896444.375000 Penalty: 4855.303711
	Iteration 46Q: 3 clusters Score -1896444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1896444.500000 Penalty: 4855.303711
	Iteration 47Q: 3 clusters Score -1896444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1896445.625000 Penalty: 4855.303711
	Iteration 48Q: 3 clusters Score -1896446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1896449.375000 Penalty: 4855.303711
	Iteration 49Q: 3 clusters Score -1896449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1896449.875000 Penalty: 4855.303711
	Iteration 50Q: 3 clusters Score -1896450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1896454.125000 Penalty: 4855.303711
	Iteration 51Q: 3 clusters Score -1896454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1896459.625000 Penalty: 4855.303711
	Iteration 52Q: 3 clusters Score -1896460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1896460.000000 Penalty: 4855.303711
	Iteration 53Q: 3 clusters Score -1896460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1896462.875000 Penalty: 4855.303711
	Iteration 54Q: 3 clusters Score -1896463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1896460.375000 Penalty: 4855.303711
	Iteration 55Q: 3 clusters Score -1896460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1896458.625000 Penalty: 4855.303711
	Iteration 56Q: 3 clusters Score -1896459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1896460.750000 Penalty: 4855.303711
	Iteration 57Q: 3 clusters Score -1896461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1896460.500000 Penalty: 4855.303711
	Iteration 58Q: 3 clusters Score -1896460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1896462.125000 Penalty: 4855.303711
	Iteration 59Q: 3 clusters Score -1896462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1896463.250000 Penalty: 4855.303711
	Iteration 60F: 3 clusters Score -1896463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1896466.500000 Penalty: 4855.303711
	Iteration 61Q: 3 clusters Score -1896466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1896466.250000 Penalty: 4855.303711
	Iteration 62Q: 3 clusters Score -1896466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1896462.500000 Penalty: 4855.303711
	Iteration 63Q: 3 clusters Score -1896462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1896463.875000 Penalty: 4855.303711
	Iteration 64Q: 3 clusters Score -1896464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1896465.375000 Penalty: 4855.303711
	Iteration 65Q: 3 clusters Score -1896465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1896466.000000 Penalty: 4855.303711
	Iteration 66Q: 3 clusters Score -1896466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1896466.000000 Penalty: 4855.303711
	Iteration 67F: 3 clusters Score -1896466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 11416 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 6419 members 
Entering Unmasked Estep 
Score: -139282400.000000 Penalty: 223341.859375
Splitting cluster 44 changes total score from -139283056.000000 to -139282400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -113607.679688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -113607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -111669.203125 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -111669.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112005.015625 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -112005 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112126.570312 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -112126.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112193.789062 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -112193.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112254.601562 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -112254.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112308.140625 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -112308.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112343.164062 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -112343.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112371.546875 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -112371.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -112401.554688 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -112401.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112434.234375 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -112434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -112444.445312 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -112444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -112447.476562 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -112447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112451.859375 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -112451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -112453.101562 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -112453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -112455.734375 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -112455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -112457.210938 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -112457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112459.367188 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -112459.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112461.218750 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -112461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112462.234375 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -112462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112464.835938 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -112464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112467.671875 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -112467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112470.718750 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -112470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112476.015625 Penalty: 3453.742188
	Iteration 22Q: 3 clusters Score -112476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -112477.718750 Penalty: 3453.742188
	Iteration 23Q: 3 clusters Score -112477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -112478.851562 Penalty: 3453.742188
	Iteration 24Q: 3 clusters Score -112478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -112479.703125 Penalty: 3453.742188
	Iteration 25Q: 3 clusters Score -112479.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -112479.703125 Penalty: 3453.742188
	Iteration 26F: 3 clusters Score -112479.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Entering Unmasked Estep 
Score: -777451.687500 Penalty: 2188.702393
	Iteration 0F: 2 clusters Score -777451.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -771824.562500 Penalty: 4377.404785
	Iteration 0F: 3 clusters Score -771824.6 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -773233.000000 Penalty: 4377.404785
	Iteration 1F: 3 clusters Score -773233 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -773463.375000 Penalty: 4377.404785
	Iteration 2F: 3 clusters Score -773463.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -773619.562500 Penalty: 4377.404785
	Iteration 3Q: 3 clusters Score -773619.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -773729.062500 Penalty: 4377.404785
	Iteration 4Q: 3 clusters Score -773729.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -773806.687500 Penalty: 4377.404785
	Iteration 5Q: 3 clusters Score -773806.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -773866.125000 Penalty: 4377.404785
	Iteration 6Q: 3 clusters Score -773866.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -773911.125000 Penalty: 4377.404785
	Iteration 7Q: 3 clusters Score -773911.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -773940.125000 Penalty: 4377.404785
	Iteration 8Q: 3 clusters Score -773940.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -773968.000000 Penalty: 4377.404785
	Iteration 9Q: 3 clusters Score -773968 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -773993.437500 Penalty: 4377.404785
	Iteration 10Q: 3 clusters Score -773993.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -774009.937500 Penalty: 4377.404785
	Iteration 11Q: 3 clusters Score -774009.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -774033.062500 Penalty: 4377.404785
	Iteration 12Q: 3 clusters Score -774033.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -774049.750000 Penalty: 4377.404785
	Iteration 13Q: 3 clusters Score -774049.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -774061.937500 Penalty: 4377.404785
	Iteration 14Q: 3 clusters Score -774061.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -774076.875000 Penalty: 4377.404785
	Iteration 15Q: 3 clusters Score -774076.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -774093.937500 Penalty: 4377.404785
	Iteration 16Q: 3 clusters Score -774093.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -774106.187500 Penalty: 4377.404785
	Iteration 17Q: 3 clusters Score -774106.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -774116.750000 Penalty: 4377.404785
	Iteration 18Q: 3 clusters Score -774116.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -774126.312500 Penalty: 4377.404785
	Iteration 19Q: 3 clusters Score -774126.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -774133.437500 Penalty: 4377.404785
	Iteration 20F: 3 clusters Score -774133.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -774143.000000 Penalty: 4377.404785
	Iteration 21Q: 3 clusters Score -774143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -774155.062500 Penalty: 4377.404785
	Iteration 22Q: 3 clusters Score -774155.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -774167.750000 Penalty: 4377.404785
	Iteration 23Q: 3 clusters Score -774167.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -774180.750000 Penalty: 4377.404785
	Iteration 24Q: 3 clusters Score -774180.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -774196.875000 Penalty: 4377.404785
	Iteration 25Q: 3 clusters Score -774196.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -774215.562500 Penalty: 4377.404785
	Iteration 26Q: 3 clusters Score -774215.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -774229.875000 Penalty: 4377.404785
	Iteration 27Q: 3 clusters Score -774229.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -774252.500000 Penalty: 4377.404785
	Iteration 28Q: 3 clusters Score -774252.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -774269.500000 Penalty: 4377.404785
	Iteration 29Q: 3 clusters Score -774269.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -774296.250000 Penalty: 4377.404785
	Iteration 30Q: 3 clusters Score -774296.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -774317.375000 Penalty: 4377.404785
	Iteration 31Q: 3 clusters Score -774317.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -774338.187500 Penalty: 4377.404785
	Iteration 32Q: 3 clusters Score -774338.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -774365.062500 Penalty: 4377.404785
	Iteration 33Q: 3 clusters Score -774365.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -774392.687500 Penalty: 4377.404785
	Iteration 34Q: 3 clusters Score -774392.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -774432.062500 Penalty: 4377.404785
	Iteration 35Q: 3 clusters Score -774432.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -774467.250000 Penalty: 4377.404785
	Iteration 36Q: 3 clusters Score -774467.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -774508.000000 Penalty: 4377.404785
	Iteration 37Q: 3 clusters Score -774508 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -774555.437500 Penalty: 4377.404785
	Iteration 38Q: 3 clusters Score -774555.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -774615.562500 Penalty: 4377.404785
	Iteration 39Q: 3 clusters Score -774615.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -774684.437500 Penalty: 4377.404785
	Iteration 40F: 3 clusters Score -774684.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -774764.187500 Penalty: 4377.404785
	Iteration 41Q: 3 clusters Score -774764.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -774839.250000 Penalty: 4377.404785
	Iteration 42Q: 3 clusters Score -774839.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -774920.937500 Penalty: 4377.404785
	Iteration 43Q: 3 clusters Score -774920.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -774989.187500 Penalty: 4377.404785
	Iteration 44Q: 3 clusters Score -774989.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -775043.687500 Penalty: 4377.404785
	Iteration 45Q: 3 clusters Score -775043.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -775086.187500 Penalty: 4377.404785
	Iteration 46Q: 3 clusters Score -775086.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -775133.125000 Penalty: 4377.404785
	Iteration 47Q: 3 clusters Score -775133.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -775186.875000 Penalty: 4377.404785
	Iteration 48Q: 3 clusters Score -775186.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -775242.375000 Penalty: 4377.404785
	Iteration 49Q: 3 clusters Score -775242.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -775295.062500 Penalty: 4377.404785
	Iteration 50Q: 3 clusters Score -775295.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -775328.312500 Penalty: 4377.404785
	Iteration 51Q: 3 clusters Score -775328.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -775359.000000 Penalty: 4377.404785
	Iteration 52Q: 3 clusters Score -775359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -775394.687500 Penalty: 4377.404785
	Iteration 53Q: 3 clusters Score -775394.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -775430.812500 Penalty: 4377.404785
	Iteration 54Q: 3 clusters Score -775430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -775455.625000 Penalty: 4377.404785
	Iteration 55Q: 3 clusters Score -775455.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -775472.562500 Penalty: 4377.404785
	Iteration 56Q: 3 clusters Score -775472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -775480.937500 Penalty: 4377.404785
	Iteration 57Q: 3 clusters Score -775480.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -775490.750000 Penalty: 4377.404785
	Iteration 58Q: 3 clusters Score -775490.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -775502.312500 Penalty: 4377.404785
	Iteration 59Q: 3 clusters Score -775502.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -775515.312500 Penalty: 4377.404785
	Iteration 60F: 3 clusters Score -775515.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -775526.375000 Penalty: 4377.404785
	Iteration 61Q: 3 clusters Score -775526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -775533.937500 Penalty: 4377.404785
	Iteration 62Q: 3 clusters Score -775533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -775540.312500 Penalty: 4377.404785
	Iteration 63Q: 3 clusters Score -775540.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -775543.937500 Penalty: 4377.404785
	Iteration 64Q: 3 clusters Score -775543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -775547.000000 Penalty: 4377.404785
	Iteration 65Q: 3 clusters Score -775547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -775548.125000 Penalty: 4377.404785
	Iteration 66Q: 3 clusters Score -775548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -775549.250000 Penalty: 4377.404785
	Iteration 67Q: 3 clusters Score -775549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -775549.250000 Penalty: 4377.404785
	Iteration 68F: 3 clusters Score -775549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -420327.531250 Penalty: 2085.416992
	Iteration 0F: 2 clusters Score -420327.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -416117.718750 Penalty: 4170.833984
	Iteration 0F: 3 clusters Score -416117.7 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -417302.875000 Penalty: 4170.833984
	Iteration 1F: 3 clusters Score -417302.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -417680.343750 Penalty: 4170.833984
	Iteration 2F: 3 clusters Score -417680.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -417933.812500 Penalty: 4170.833984
	Iteration 3F: 3 clusters Score -417933.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -418089.625000 Penalty: 4170.833984
	Iteration 4F: 3 clusters Score -418089.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -418187.906250 Penalty: 4170.833984
	Iteration 5Q: 3 clusters Score -418187.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -418267.687500 Penalty: 4170.833984
	Iteration 6Q: 3 clusters Score -418267.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -418323.593750 Penalty: 4170.833984
	Iteration 7Q: 3 clusters Score -418323.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -418372.218750 Penalty: 4170.833984
	Iteration 8Q: 3 clusters Score -418372.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -418413.406250 Penalty: 4170.833984
	Iteration 9Q: 3 clusters Score -418413.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -418443.968750 Penalty: 4170.833984
	Iteration 10Q: 3 clusters Score -418444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -418466.093750 Penalty: 4170.833984
	Iteration 11Q: 3 clusters Score -418466.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -418486.156250 Penalty: 4170.833984
	Iteration 12Q: 3 clusters Score -418486.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -418503.250000 Penalty: 4170.833984
	Iteration 13Q: 3 clusters Score -418503.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -418523.312500 Penalty: 4170.833984
	Iteration 14Q: 3 clusters Score -418523.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -418541.500000 Penalty: 4170.833984
	Iteration 15Q: 3 clusters Score -418541.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -418561.375000 Penalty: 4170.833984
	Iteration 16Q: 3 clusters Score -418561.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -418580.812500 Penalty: 4170.833984
	Iteration 17Q: 3 clusters Score -418580.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -418598.562500 Penalty: 4170.833984
	Iteration 18Q: 3 clusters Score -418598.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -418614.281250 Penalty: 4170.833984
	Iteration 19Q: 3 clusters Score -418614.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -418629.937500 Penalty: 4170.833984
	Iteration 20F: 3 clusters Score -418629.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -418645.562500 Penalty: 4170.833984
	Iteration 21Q: 3 clusters Score -418645.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -418661.156250 Penalty: 4170.833984
	Iteration 22Q: 3 clusters Score -418661.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -418668.593750 Penalty: 4170.833984
	Iteration 23Q: 3 clusters Score -418668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -418673.281250 Penalty: 4170.833984
	Iteration 24Q: 3 clusters Score -418673.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -418679.000000 Penalty: 4170.833984
	Iteration 25Q: 3 clusters Score -418679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -418684.625000 Penalty: 4170.833984
	Iteration 26Q: 3 clusters Score -418684.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -418688.218750 Penalty: 4170.833984
	Iteration 27Q: 3 clusters Score -418688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -418691.937500 Penalty: 4170.833984
	Iteration 28Q: 3 clusters Score -418691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -418693.375000 Penalty: 4170.833984
	Iteration 29Q: 3 clusters Score -418693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -418694.375000 Penalty: 4170.833984
	Iteration 30Q: 3 clusters Score -418694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -418693.968750 Penalty: 4170.833984
	Iteration 31Q: 3 clusters Score -418694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -418693.968750 Penalty: 4170.833984
	Iteration 32F: 3 clusters Score -418694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Entering Unmasked Estep 
Score: -763110.875000 Penalty: 2198.947266
	Iteration 0F: 2 clusters Score -763110.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -757239.187500 Penalty: 4397.894531
	Iteration 0F: 3 clusters Score -757239.2 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -758857.812500 Penalty: 4397.894531
	Iteration 1F: 3 clusters Score -758857.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -759185.250000 Penalty: 4397.894531
	Iteration 2F: 3 clusters Score -759185.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -759424.187500 Penalty: 4397.894531
	Iteration 3F: 3 clusters Score -759424.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -759609.687500 Penalty: 4397.894531
	Iteration 4Q: 3 clusters Score -759609.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -759787.187500 Penalty: 4397.894531
	Iteration 5Q: 3 clusters Score -759787.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -759974.437500 Penalty: 4397.894531
	Iteration 6Q: 3 clusters Score -759974.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -760165.187500 Penalty: 4397.894531
	Iteration 7Q: 3 clusters Score -760165.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -760371.500000 Penalty: 4397.894531
	Iteration 8Q: 3 clusters Score -760371.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -760636.437500 Penalty: 4397.894531
	Iteration 9Q: 3 clusters Score -760636.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -760926.937500 Penalty: 4397.894531
	Iteration 10Q: 3 clusters Score -760926.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -761181.500000 Penalty: 4397.894531
	Iteration 11Q: 3 clusters Score -761181.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -761358.812500 Penalty: 4397.894531
	Iteration 12Q: 3 clusters Score -761358.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -761493.687500 Penalty: 4397.894531
	Iteration 13Q: 3 clusters Score -761493.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -761616.250000 Penalty: 4397.894531
	Iteration 14Q: 3 clusters Score -761616.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -761722.500000 Penalty: 4397.894531
	Iteration 15Q: 3 clusters Score -761722.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -761828.187500 Penalty: 4397.894531
	Iteration 16Q: 3 clusters Score -761828.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -761911.187500 Penalty: 4397.894531
	Iteration 17Q: 3 clusters Score -761911.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -762005.812500 Penalty: 4397.894531
	Iteration 18Q: 3 clusters Score -762005.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -762094.187500 Penalty: 4397.894531
	Iteration 19Q: 3 clusters Score -762094.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -762174.937500 Penalty: 4397.894531
	Iteration 20F: 3 clusters Score -762174.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -762260.937500 Penalty: 4397.894531
	Iteration 21Q: 3 clusters Score -762260.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -762311.812500 Penalty: 4397.894531
	Iteration 22Q: 3 clusters Score -762311.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -762340.875000 Penalty: 4397.894531
	Iteration 23Q: 3 clusters Score -762340.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -762371.375000 Penalty: 4397.894531
	Iteration 24Q: 3 clusters Score -762371.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -762386.625000 Penalty: 4397.894531
	Iteration 25Q: 3 clusters Score -762386.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -762398.312500 Penalty: 4397.894531
	Iteration 26Q: 3 clusters Score -762398.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -762410.750000 Penalty: 4397.894531
	Iteration 27Q: 3 clusters Score -762410.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -762415.687500 Penalty: 4397.894531
	Iteration 28Q: 3 clusters Score -762415.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -762419.750000 Penalty: 4397.894531
	Iteration 29Q: 3 clusters Score -762419.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -762420.562500 Penalty: 4397.894531
	Iteration 30Q: 3 clusters Score -762420.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -762425.500000 Penalty: 4397.894531
	Iteration 31Q: 3 clusters Score -762425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -762426.062500 Penalty: 4397.894531
	Iteration 32Q: 3 clusters Score -762426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -762429.625000 Penalty: 4397.894531
	Iteration 33Q: 3 clusters Score -762429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -762431.250000 Penalty: 4397.894531
	Iteration 34Q: 3 clusters Score -762431.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -762433.625000 Penalty: 4397.894531
	Iteration 35Q: 3 clusters Score -762433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -762433.312500 Penalty: 4397.894531
	Iteration 36Q: 3 clusters Score -762433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -762433.062500 Penalty: 4397.894531
	Iteration 37Q: 3 clusters Score -762433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -762433.062500 Penalty: 4397.894531
	Iteration 38F: 3 clusters Score -762433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Entering Unmasked Estep 
Score: -2797261.750000 Penalty: 2506.556152
	Iteration 0F: 2 clusters Score -2797262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2780231.250000 Penalty: 5013.112305
	Iteration 0F: 3 clusters Score -2780231 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2786186.250000 Penalty: 5013.112305
	Iteration 1F: 3 clusters Score -2786186 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2786733.750000 Penalty: 5013.112305
	Iteration 2F: 3 clusters Score -2786734 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2787315.250000 Penalty: 5013.112305
	Iteration 3F: 3 clusters Score -2787315 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2788009.500000 Penalty: 5013.112305
	Iteration 4F: 3 clusters Score -2788010 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2788875.500000 Penalty: 5013.112305
	Iteration 5F: 3 clusters Score -2788876 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2789905.750000 Penalty: 5013.112305
	Iteration 6F: 3 clusters Score -2789906 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2791063.750000 Penalty: 5013.112305
	Iteration 7F: 3 clusters Score -2791064 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2792213.000000 Penalty: 5013.112305
	Iteration 8F: 3 clusters Score -2792213 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2793193.000000 Penalty: 5013.112305
	Iteration 9Q: 3 clusters Score -2793193 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2793987.500000 Penalty: 5013.112305
	Iteration 10Q: 3 clusters Score -2793988 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2794620.500000 Penalty: 5013.112305
	Iteration 11Q: 3 clusters Score -2794620 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2795138.250000 Penalty: 5013.112305
	Iteration 12Q: 3 clusters Score -2795138 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2795507.000000 Penalty: 5013.112305
	Iteration 13Q: 3 clusters Score -2795507 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2795789.500000 Penalty: 5013.112305
	Iteration 14Q: 3 clusters Score -2795790 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2795966.250000 Penalty: 5013.112305
	Iteration 15Q: 3 clusters Score -2795966 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2796138.000000 Penalty: 5013.112305
	Iteration 16Q: 3 clusters Score -2796138 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2796248.250000 Penalty: 5013.112305
	Iteration 17Q: 3 clusters Score -2796248 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2796315.750000 Penalty: 5013.112305
	Iteration 18Q: 3 clusters Score -2796316 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2796379.500000 Penalty: 5013.112305
	Iteration 19Q: 3 clusters Score -2796380 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2796449.000000 Penalty: 5013.112305
	Iteration 20F: 3 clusters Score -2796449 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2796504.000000 Penalty: 5013.112305
	Iteration 21Q: 3 clusters Score -2796504 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2796546.750000 Penalty: 5013.112305
	Iteration 22Q: 3 clusters Score -2796547 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2796586.000000 Penalty: 5013.112305
	Iteration 23Q: 3 clusters Score -2796586 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2796633.500000 Penalty: 5013.112305
	Iteration 24Q: 3 clusters Score -2796634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2796664.250000 Penalty: 5013.112305
	Iteration 25Q: 3 clusters Score -2796664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2796682.750000 Penalty: 5013.112305
	Iteration 26Q: 3 clusters Score -2796683 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2796695.250000 Penalty: 5013.112305
	Iteration 27Q: 3 clusters Score -2796695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2796722.250000 Penalty: 5013.112305
	Iteration 28Q: 3 clusters Score -2796722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2796741.250000 Penalty: 5013.112305
	Iteration 29Q: 3 clusters Score -2796741 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2796747.750000 Penalty: 5013.112305
	Iteration 30Q: 3 clusters Score -2796748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2796761.250000 Penalty: 5013.112305
	Iteration 31Q: 3 clusters Score -2796761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2796794.000000 Penalty: 5013.112305
	Iteration 32Q: 3 clusters Score -2796794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2796806.750000 Penalty: 5013.112305
	Iteration 33Q: 3 clusters Score -2796807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2796827.500000 Penalty: 5013.112305
	Iteration 34Q: 3 clusters Score -2796828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2796837.750000 Penalty: 5013.112305
	Iteration 35Q: 3 clusters Score -2796838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2796843.750000 Penalty: 5013.112305
	Iteration 36Q: 3 clusters Score -2796844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2796849.750000 Penalty: 5013.112305
	Iteration 37Q: 3 clusters Score -2796850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2796854.500000 Penalty: 5013.112305
	Iteration 38Q: 3 clusters Score -2796854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2796854.250000 Penalty: 5013.112305
	Iteration 39Q: 3 clusters Score -2796854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2796868.000000 Penalty: 5013.112305
	Iteration 40F: 3 clusters Score -2796868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2796877.750000 Penalty: 5013.112305
	Iteration 41Q: 3 clusters Score -2796878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2796879.000000 Penalty: 5013.112305
	Iteration 42Q: 3 clusters Score -2796879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2796871.750000 Penalty: 5013.112305
	Iteration 43Q: 3 clusters Score -2796872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2796876.500000 Penalty: 5013.112305
	Iteration 44Q: 3 clusters Score -2796876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2796883.000000 Penalty: 5013.112305
	Iteration 45Q: 3 clusters Score -2796883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2796884.750000 Penalty: 5013.112305
	Iteration 46Q: 3 clusters Score -2796885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2796890.000000 Penalty: 5013.112305
	Iteration 47Q: 3 clusters Score -2796890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2796888.000000 Penalty: 5013.112305
	Iteration 48Q: 3 clusters Score -2796888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2796889.500000 Penalty: 5013.112305
	Iteration 49Q: 3 clusters Score -2796890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2796896.000000 Penalty: 5013.112305
	Iteration 50Q: 3 clusters Score -2796896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2796894.500000 Penalty: 5013.112305
	Iteration 51Q: 3 clusters Score -2796894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2796905.000000 Penalty: 5013.112305
	Iteration 52Q: 3 clusters Score -2796905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2796903.750000 Penalty: 5013.112305
	Iteration 53Q: 3 clusters Score -2796904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2796908.500000 Penalty: 5013.112305
	Iteration 54Q: 3 clusters Score -2796908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2796911.750000 Penalty: 5013.112305
	Iteration 55Q: 3 clusters Score -2796912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2796914.250000 Penalty: 5013.112305
	Iteration 56Q: 3 clusters Score -2796914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2796914.500000 Penalty: 5013.112305
	Iteration 57Q: 3 clusters Score -2796914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2796916.500000 Penalty: 5013.112305
	Iteration 58Q: 3 clusters Score -2796916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2796916.000000 Penalty: 5013.112305
	Iteration 59Q: 3 clusters Score -2796916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2796915.500000 Penalty: 5013.112305
	Iteration 60F: 3 clusters Score -2796916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2796916.500000 Penalty: 5013.112305
	Iteration 61Q: 3 clusters Score -2796916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2796915.750000 Penalty: 5013.112305
	Iteration 62Q: 3 clusters Score -2796916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2796918.000000 Penalty: 5013.112305
	Iteration 63Q: 3 clusters Score -2796918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2796918.000000 Penalty: 5013.112305
	Iteration 64F: 3 clusters Score -2796918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -791309.875000 Penalty: 2217.859863
	Iteration 0F: 2 clusters Score -791309.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -785158.187500 Penalty: 4435.719727
	Iteration 0F: 3 clusters Score -785158.2 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -786993.562500 Penalty: 4435.719727
	Iteration 1F: 3 clusters Score -786993.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -787430.812500 Penalty: 4435.719727
	Iteration 2F: 3 clusters Score -787430.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -787844.875000 Penalty: 4435.719727
	Iteration 3F: 3 clusters Score -787844.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -788261.500000 Penalty: 4435.719727
	Iteration 4F: 3 clusters Score -788261.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -788650.437500 Penalty: 4435.719727
	Iteration 5F: 3 clusters Score -788650.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -789009.000000 Penalty: 4435.719727
	Iteration 6F: 3 clusters Score -789009 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -789325.000000 Penalty: 4435.719727
	Iteration 7F: 3 clusters Score -789325 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -789586.500000 Penalty: 4435.719727
	Iteration 8Q: 3 clusters Score -789586.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -789791.062500 Penalty: 4435.719727
	Iteration 9Q: 3 clusters Score -789791.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -789944.812500 Penalty: 4435.719727
	Iteration 10Q: 3 clusters Score -789944.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -790044.937500 Penalty: 4435.719727
	Iteration 11Q: 3 clusters Score -790044.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -790117.375000 Penalty: 4435.719727
	Iteration 12Q: 3 clusters Score -790117.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -790167.000000 Penalty: 4435.719727
	Iteration 13Q: 3 clusters Score -790167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -790197.375000 Penalty: 4435.719727
	Iteration 14Q: 3 clusters Score -790197.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -790214.000000 Penalty: 4435.719727
	Iteration 15Q: 3 clusters Score -790214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -790230.000000 Penalty: 4435.719727
	Iteration 16Q: 3 clusters Score -790230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -790238.687500 Penalty: 4435.719727
	Iteration 17Q: 3 clusters Score -790238.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -790241.187500 Penalty: 4435.719727
	Iteration 18Q: 3 clusters Score -790241.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -790246.687500 Penalty: 4435.719727
	Iteration 19Q: 3 clusters Score -790246.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -790253.750000 Penalty: 4435.719727
	Iteration 20F: 3 clusters Score -790253.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -790257.875000 Penalty: 4435.719727
	Iteration 21Q: 3 clusters Score -790257.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -790259.812500 Penalty: 4435.719727
	Iteration 22Q: 3 clusters Score -790259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -790263.375000 Penalty: 4435.719727
	Iteration 23Q: 3 clusters Score -790263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -790266.375000 Penalty: 4435.719727
	Iteration 24Q: 3 clusters Score -790266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -790264.625000 Penalty: 4435.719727
	Iteration 25Q: 3 clusters Score -790264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -790266.437500 Penalty: 4435.719727
	Iteration 26Q: 3 clusters Score -790266.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -790268.187500 Penalty: 4435.719727
	Iteration 27Q: 3 clusters Score -790268.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -790268.875000 Penalty: 4435.719727
	Iteration 28Q: 3 clusters Score -790268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -790270.625000 Penalty: 4435.719727
	Iteration 29Q: 3 clusters Score -790270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -790272.000000 Penalty: 4435.719727
	Iteration 30Q: 3 clusters Score -790272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -790272.812500 Penalty: 4435.719727
	Iteration 31Q: 3 clusters Score -790272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -790272.562500 Penalty: 4435.719727
	Iteration 32Q: 3 clusters Score -790272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -790273.312500 Penalty: 4435.719727
	Iteration 33Q: 3 clusters Score -790273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -790274.250000 Penalty: 4435.719727
	Iteration 34Q: 3 clusters Score -790274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -790274.812500 Penalty: 4435.719727
	Iteration 35Q: 3 clusters Score -790274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -790275.375000 Penalty: 4435.719727
	Iteration 36Q: 3 clusters Score -790275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -790275.812500 Penalty: 4435.719727
	Iteration 37Q: 3 clusters Score -790275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -790276.500000 Penalty: 4435.719727
	Iteration 38Q: 3 clusters Score -790276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -790277.750000 Penalty: 4435.719727
	Iteration 39Q: 3 clusters Score -790277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -790276.562500 Penalty: 4435.719727
	Iteration 40F: 3 clusters Score -790276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -790278.062500 Penalty: 4435.719727
	Iteration 41Q: 3 clusters Score -790278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -790279.125000 Penalty: 4435.719727
	Iteration 42Q: 3 clusters Score -790279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -790279.125000 Penalty: 4435.719727
	Iteration 43F: 3 clusters Score -790279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Entering Unmasked Estep 
Score: -1484506.125000 Penalty: 2365.760254
	Iteration 0F: 2 clusters Score -1484506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1474360.375000 Penalty: 4731.520508
	Iteration 0F: 3 clusters Score -1474360 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1477668.125000 Penalty: 4731.520508
	Iteration 1F: 3 clusters Score -1477668 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1478214.250000 Penalty: 4731.520508
	Iteration 2F: 3 clusters Score -1478214 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1478801.500000 Penalty: 4731.520508
	Iteration 3F: 3 clusters Score -1478802 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1479409.750000 Penalty: 4731.520508
	Iteration 4F: 3 clusters Score -1479410 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1480010.250000 Penalty: 4731.520508
	Iteration 5F: 3 clusters Score -1480010 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1480613.750000 Penalty: 4731.520508
	Iteration 6F: 3 clusters Score -1480614 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1481174.375000 Penalty: 4731.520508
	Iteration 7F: 3 clusters Score -1481174 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1481653.125000 Penalty: 4731.520508
	Iteration 8Q: 3 clusters Score -1481653 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1481987.500000 Penalty: 4731.520508
	Iteration 9Q: 3 clusters Score -1481988 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1482191.000000 Penalty: 4731.520508
	Iteration 10Q: 3 clusters Score -1482191 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1482320.625000 Penalty: 4731.520508
	Iteration 11Q: 3 clusters Score -1482321 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1482413.625000 Penalty: 4731.520508
	Iteration 12Q: 3 clusters Score -1482414 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1482487.875000 Penalty: 4731.520508
	Iteration 13Q: 3 clusters Score -1482488 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1482565.625000 Penalty: 4731.520508
	Iteration 14Q: 3 clusters Score -1482566 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1482654.000000 Penalty: 4731.520508
	Iteration 15Q: 3 clusters Score -1482654 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1482759.750000 Penalty: 4731.520508
	Iteration 16Q: 3 clusters Score -1482760 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1482884.500000 Penalty: 4731.520508
	Iteration 17Q: 3 clusters Score -1482884 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1483026.625000 Penalty: 4731.520508
	Iteration 18Q: 3 clusters Score -1483027 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1483181.375000 Penalty: 4731.520508
	Iteration 19Q: 3 clusters Score -1483181 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1483300.500000 Penalty: 4731.520508
	Iteration 20F: 3 clusters Score -1483300 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1483377.500000 Penalty: 4731.520508
	Iteration 21Q: 3 clusters Score -1483378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1483417.875000 Penalty: 4731.520508
	Iteration 22Q: 3 clusters Score -1483418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1483442.375000 Penalty: 4731.520508
	Iteration 23Q: 3 clusters Score -1483442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1483463.500000 Penalty: 4731.520508
	Iteration 24Q: 3 clusters Score -1483464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1483471.250000 Penalty: 4731.520508
	Iteration 25Q: 3 clusters Score -1483471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1483474.250000 Penalty: 4731.520508
	Iteration 26Q: 3 clusters Score -1483474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1483477.625000 Penalty: 4731.520508
	Iteration 27Q: 3 clusters Score -1483478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1483479.625000 Penalty: 4731.520508
	Iteration 28Q: 3 clusters Score -1483480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1483480.750000 Penalty: 4731.520508
	Iteration 29Q: 3 clusters Score -1483481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1483486.125000 Penalty: 4731.520508
	Iteration 30Q: 3 clusters Score -1483486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1483482.750000 Penalty: 4731.520508
	Iteration 31Q: 3 clusters Score -1483483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1483485.750000 Penalty: 4731.520508
	Iteration 32Q: 3 clusters Score -1483486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1483487.125000 Penalty: 4731.520508
	Iteration 33Q: 3 clusters Score -1483487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1483486.750000 Penalty: 4731.520508
	Iteration 34Q: 3 clusters Score -1483487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1483487.000000 Penalty: 4731.520508
	Iteration 35Q: 3 clusters Score -1483487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1483488.500000 Penalty: 4731.520508
	Iteration 36Q: 3 clusters Score -1483488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1483486.000000 Penalty: 4731.520508
	Iteration 37Q: 3 clusters Score -1483486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1483488.000000 Penalty: 4731.520508
	Iteration 38Q: 3 clusters Score -1483488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1483488.000000 Penalty: 4731.520508
	Iteration 39F: 3 clusters Score -1483488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (21879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Entering Unmasked Estep 
Score: -2476818.750000 Penalty: 2478.333984
	Iteration 0F: 2 clusters Score -2476819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2461505.750000 Penalty: 4956.667969
	Iteration 0F: 3 clusters Score -2461506 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2466804.500000 Penalty: 4956.667969
	Iteration 1F: 3 clusters Score -2466804 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2467190.250000 Penalty: 4956.667969
	Iteration 2Q: 3 clusters Score -2467190 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2467553.250000 Penalty: 4956.667969
	Iteration 3Q: 3 clusters Score -2467553 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2467931.250000 Penalty: 4956.667969
	Iteration 4Q: 3 clusters Score -2467931 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2468346.250000 Penalty: 4956.667969
	Iteration 5Q: 3 clusters Score -2468346 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2468834.000000 Penalty: 4956.667969
	Iteration 6Q: 3 clusters Score -2468834 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2469356.750000 Penalty: 4956.667969
	Iteration 7Q: 3 clusters Score -2469357 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2469980.000000 Penalty: 4956.667969
	Iteration 8F: 3 clusters Score -2469980 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2470641.500000 Penalty: 4956.667969
	Iteration 9F: 3 clusters Score -2470642 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2471273.500000 Penalty: 4956.667969
	Iteration 10F: 3 clusters Score -2471274 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2471824.000000 Penalty: 4956.667969
	Iteration 11Q: 3 clusters Score -2471824 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2472277.000000 Penalty: 4956.667969
	Iteration 12Q: 3 clusters Score -2472277 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2472720.000000 Penalty: 4956.667969
	Iteration 13Q: 3 clusters Score -2472720 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2473129.500000 Penalty: 4956.667969
	Iteration 14Q: 3 clusters Score -2473130 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2473459.000000 Penalty: 4956.667969
	Iteration 15Q: 3 clusters Score -2473459 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2473749.500000 Penalty: 4956.667969
	Iteration 16Q: 3 clusters Score -2473750 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2473991.500000 Penalty: 4956.667969
	Iteration 17Q: 3 clusters Score -2473992 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2474151.250000 Penalty: 4956.667969
	Iteration 18Q: 3 clusters Score -2474151 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2474320.750000 Penalty: 4956.667969
	Iteration 19Q: 3 clusters Score -2474321 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2474433.000000 Penalty: 4956.667969
	Iteration 20F: 3 clusters Score -2474433 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2474514.000000 Penalty: 4956.667969
	Iteration 21Q: 3 clusters Score -2474514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2474573.750000 Penalty: 4956.667969
	Iteration 22Q: 3 clusters Score -2474574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2474603.750000 Penalty: 4956.667969
	Iteration 23Q: 3 clusters Score -2474604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2474621.500000 Penalty: 4956.667969
	Iteration 24Q: 3 clusters Score -2474622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2474642.250000 Penalty: 4956.667969
	Iteration 25Q: 3 clusters Score -2474642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2474645.750000 Penalty: 4956.667969
	Iteration 26Q: 3 clusters Score -2474646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2474661.750000 Penalty: 4956.667969
	Iteration 27Q: 3 clusters Score -2474662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2474667.500000 Penalty: 4956.667969
	Iteration 28Q: 3 clusters Score -2474668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2474673.250000 Penalty: 4956.667969
	Iteration 29Q: 3 clusters Score -2474673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2474677.250000 Penalty: 4956.667969
	Iteration 30Q: 3 clusters Score -2474677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2474684.500000 Penalty: 4956.667969
	Iteration 31Q: 3 clusters Score -2474684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2474695.500000 Penalty: 4956.667969
	Iteration 32Q: 3 clusters Score -2474696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2474704.750000 Penalty: 4956.667969
	Iteration 33Q: 3 clusters Score -2474705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2474705.000000 Penalty: 4956.667969
	Iteration 34Q: 3 clusters Score -2474705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2474706.250000 Penalty: 4956.667969
	Iteration 35Q: 3 clusters Score -2474706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2474710.000000 Penalty: 4956.667969
	Iteration 36Q: 3 clusters Score -2474710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2474713.250000 Penalty: 4956.667969
	Iteration 37Q: 3 clusters Score -2474713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2474716.000000 Penalty: 4956.667969
	Iteration 38Q: 3 clusters Score -2474716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2474717.750000 Penalty: 4956.667969
	Iteration 39Q: 3 clusters Score -2474718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2474718.000000 Penalty: 4956.667969
	Iteration 40F: 3 clusters Score -2474718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2474719.250000 Penalty: 4956.667969
	Iteration 41Q: 3 clusters Score -2474719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2474721.000000 Penalty: 4956.667969
	Iteration 42Q: 3 clusters Score -2474721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2474723.250000 Penalty: 4956.667969
	Iteration 43Q: 3 clusters Score -2474723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2474721.250000 Penalty: 4956.667969
	Iteration 44Q: 3 clusters Score -2474721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2474721.250000 Penalty: 4956.667969
	Iteration 45F: 3 clusters Score -2474721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15268.532227 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15268.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14170.748047 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14170.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14245.831055 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -14245.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14285.080078 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -14285.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14292.418945 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -14292.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14292.418945 Penalty: 2612.857666
	Iteration 4F: 3 clusters Score -14292.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Entering Unmasked Estep 
Score: -2189717.750000 Penalty: 2441.483643
	Iteration 0F: 2 clusters Score -2189718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2176530.500000 Penalty: 4882.967285
	Iteration 0F: 3 clusters Score -2176530 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2180988.000000 Penalty: 4882.967285
	Iteration 1F: 3 clusters Score -2180988 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2181565.250000 Penalty: 4882.967285
	Iteration 2F: 3 clusters Score -2181565 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2182174.000000 Penalty: 4882.967285
	Iteration 3F: 3 clusters Score -2182174 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2182854.000000 Penalty: 4882.967285
	Iteration 4F: 3 clusters Score -2182854 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2183661.500000 Penalty: 4882.967285
	Iteration 5F: 3 clusters Score -2183662 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2184410.250000 Penalty: 4882.967285
	Iteration 6F: 3 clusters Score -2184410 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2185063.500000 Penalty: 4882.967285
	Iteration 7F: 3 clusters Score -2185064 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2185492.500000 Penalty: 4882.967285
	Iteration 8Q: 3 clusters Score -2185492 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2185744.750000 Penalty: 4882.967285
	Iteration 9Q: 3 clusters Score -2185745 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2185917.250000 Penalty: 4882.967285
	Iteration 10Q: 3 clusters Score -2185917 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2186020.250000 Penalty: 4882.967285
	Iteration 11Q: 3 clusters Score -2186020 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2186080.750000 Penalty: 4882.967285
	Iteration 12Q: 3 clusters Score -2186081 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2186126.750000 Penalty: 4882.967285
	Iteration 13Q: 3 clusters Score -2186127 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2186161.500000 Penalty: 4882.967285
	Iteration 14Q: 3 clusters Score -2186162 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2186174.000000 Penalty: 4882.967285
	Iteration 15Q: 3 clusters Score -2186174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2186185.750000 Penalty: 4882.967285
	Iteration 16Q: 3 clusters Score -2186186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2186193.750000 Penalty: 4882.967285
	Iteration 17Q: 3 clusters Score -2186194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2186206.000000 Penalty: 4882.967285
	Iteration 18Q: 3 clusters Score -2186206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2186209.250000 Penalty: 4882.967285
	Iteration 19Q: 3 clusters Score -2186209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2186221.000000 Penalty: 4882.967285
	Iteration 20F: 3 clusters Score -2186221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2186216.250000 Penalty: 4882.967285
	Iteration 21Q: 3 clusters Score -2186216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2186215.250000 Penalty: 4882.967285
	Iteration 22Q: 3 clusters Score -2186215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2186219.000000 Penalty: 4882.967285
	Iteration 23Q: 3 clusters Score -2186219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2186218.000000 Penalty: 4882.967285
	Iteration 24Q: 3 clusters Score -2186218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2186215.750000 Penalty: 4882.967285
	Iteration 25Q: 3 clusters Score -2186216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2186221.250000 Penalty: 4882.967285
	Iteration 26Q: 3 clusters Score -2186221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2186219.250000 Penalty: 4882.967285
	Iteration 27Q: 3 clusters Score -2186219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2186220.000000 Penalty: 4882.967285
	Iteration 28Q: 3 clusters Score -2186220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2186225.000000 Penalty: 4882.967285
	Iteration 29Q: 3 clusters Score -2186225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2186227.250000 Penalty: 4882.967285
	Iteration 30Q: 3 clusters Score -2186227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2186223.250000 Penalty: 4882.967285
	Iteration 31Q: 3 clusters Score -2186223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2186222.000000 Penalty: 4882.967285
	Iteration 32Q: 3 clusters Score -2186222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2186226.500000 Penalty: 4882.967285
	Iteration 33Q: 3 clusters Score -2186226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2186224.000000 Penalty: 4882.967285
	Iteration 34Q: 3 clusters Score -2186224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2186229.000000 Penalty: 4882.967285
	Iteration 35Q: 3 clusters Score -2186229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2186227.500000 Penalty: 4882.967285
	Iteration 36Q: 3 clusters Score -2186228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2186226.750000 Penalty: 4882.967285
	Iteration 37Q: 3 clusters Score -2186227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2186227.000000 Penalty: 4882.967285
	Iteration 38Q: 3 clusters Score -2186227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2186229.500000 Penalty: 4882.967285
	Iteration 39Q: 3 clusters Score -2186230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2186231.750000 Penalty: 4882.967285
	Iteration 40F: 3 clusters Score -2186232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2186224.750000 Penalty: 4882.967285
	Iteration 41Q: 3 clusters Score -2186225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2186228.750000 Penalty: 4882.967285
	Iteration 42Q: 3 clusters Score -2186229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2186229.250000 Penalty: 4882.967285
	Iteration 43Q: 3 clusters Score -2186229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2186231.000000 Penalty: 4882.967285
	Iteration 44Q: 3 clusters Score -2186231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2186231.000000 Penalty: 4882.967285
	Iteration 45Q: 3 clusters Score -2186231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2186235.250000 Penalty: 4882.967285
	Iteration 46Q: 3 clusters Score -2186235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2186235.750000 Penalty: 4882.967285
	Iteration 47Q: 3 clusters Score -2186236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2186236.750000 Penalty: 4882.967285
	Iteration 48Q: 3 clusters Score -2186237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2186242.000000 Penalty: 4882.967285
	Iteration 49Q: 3 clusters Score -2186242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2186239.250000 Penalty: 4882.967285
	Iteration 50Q: 3 clusters Score -2186239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2186241.250000 Penalty: 4882.967285
	Iteration 51Q: 3 clusters Score -2186241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2186244.500000 Penalty: 4882.967285
	Iteration 52Q: 3 clusters Score -2186244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2186243.750000 Penalty: 4882.967285
	Iteration 53Q: 3 clusters Score -2186244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2186242.250000 Penalty: 4882.967285
	Iteration 54Q: 3 clusters Score -2186242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2186240.750000 Penalty: 4882.967285
	Iteration 55Q: 3 clusters Score -2186241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2186242.000000 Penalty: 4882.967285
	Iteration 56Q: 3 clusters Score -2186242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2186239.500000 Penalty: 4882.967285
	Iteration 57Q: 3 clusters Score -2186240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2186242.250000 Penalty: 4882.967285
	Iteration 58Q: 3 clusters Score -2186242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2186240.250000 Penalty: 4882.967285
	Iteration 59Q: 3 clusters Score -2186240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2186238.750000 Penalty: 4882.967285
	Iteration 60F: 3 clusters Score -2186239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2186239.500000 Penalty: 4882.967285
	Iteration 61Q: 3 clusters Score -2186240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2186239.500000 Penalty: 4882.967285
	Iteration 62F: 3 clusters Score -2186240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -237223.375000 Penalty: 1973.119263
	Iteration 0F: 2 clusters Score -237223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -234264.625000 Penalty: 3946.238525
	Iteration 0F: 3 clusters Score -234264.6 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -235628.921875 Penalty: 3946.238525
	Iteration 1F: 3 clusters Score -235628.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -236326.593750 Penalty: 3946.238525
	Iteration 2F: 3 clusters Score -236326.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -236761.015625 Penalty: 3946.238525
	Iteration 3F: 3 clusters Score -236761 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -237020.078125 Penalty: 3946.238525
	Iteration 4F: 3 clusters Score -237020.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -237152.687500 Penalty: 3946.238525
	Iteration 5Q: 3 clusters Score -237152.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -237223.687500 Penalty: 3946.238525
	Iteration 6Q: 3 clusters Score -237223.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -237266.781250 Penalty: 3946.238525
	Iteration 7Q: 3 clusters Score -237266.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -237309.515625 Penalty: 3946.238525
	Iteration 8Q: 3 clusters Score -237309.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -237350.328125 Penalty: 3946.238525
	Iteration 9Q: 3 clusters Score -237350.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -237378.468750 Penalty: 3946.238525
	Iteration 10Q: 3 clusters Score -237378.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -237397.265625 Penalty: 3946.238525
	Iteration 11Q: 3 clusters Score -237397.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -237409.921875 Penalty: 3946.238525
	Iteration 12Q: 3 clusters Score -237409.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -237419.218750 Penalty: 3946.238525
	Iteration 13Q: 3 clusters Score -237419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -237425.953125 Penalty: 3946.238525
	Iteration 14Q: 3 clusters Score -237426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237431.078125 Penalty: 3946.238525
	Iteration 15Q: 3 clusters Score -237431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237432.375000 Penalty: 3946.238525
	Iteration 16Q: 3 clusters Score -237432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -237433.875000 Penalty: 3946.238525
	Iteration 17Q: 3 clusters Score -237433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237434.828125 Penalty: 3946.238525
	Iteration 18Q: 3 clusters Score -237434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237434.828125 Penalty: 3946.238525
	Iteration 19F: 3 clusters Score -237434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 1838 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 1015 members 
Entering Unmasked Estep 
Score: -139281888.000000 Penalty: 223341.859375
Splitting cluster 55 changes total score from -139283056.000000 to -139281888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -529140.937500 Penalty: 2108.968506
	Iteration 0F: 2 clusters Score -529140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -524611.187500 Penalty: 4217.937012
	Iteration 0F: 3 clusters Score -524611.2 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -525700.437500 Penalty: 4217.937012
	Iteration 1F: 3 clusters Score -525700.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -525929.125000 Penalty: 4217.937012
	Iteration 2F: 3 clusters Score -525929.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -526113.062500 Penalty: 4217.937012
	Iteration 3F: 3 clusters Score -526113.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -526270.312500 Penalty: 4217.937012
	Iteration 4Q: 3 clusters Score -526270.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -526412.437500 Penalty: 4217.937012
	Iteration 5Q: 3 clusters Score -526412.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -526556.187500 Penalty: 4217.937012
	Iteration 6Q: 3 clusters Score -526556.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -526697.750000 Penalty: 4217.937012
	Iteration 7Q: 3 clusters Score -526697.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -526829.250000 Penalty: 4217.937012
	Iteration 8Q: 3 clusters Score -526829.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -526968.125000 Penalty: 4217.937012
	Iteration 9Q: 3 clusters Score -526968.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -527071.312500 Penalty: 4217.937012
	Iteration 10Q: 3 clusters Score -527071.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -527154.375000 Penalty: 4217.937012
	Iteration 11Q: 3 clusters Score -527154.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -527222.812500 Penalty: 4217.937012
	Iteration 12Q: 3 clusters Score -527222.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -527294.375000 Penalty: 4217.937012
	Iteration 13Q: 3 clusters Score -527294.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -527367.562500 Penalty: 4217.937012
	Iteration 14Q: 3 clusters Score -527367.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -527424.750000 Penalty: 4217.937012
	Iteration 15Q: 3 clusters Score -527424.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -527464.687500 Penalty: 4217.937012
	Iteration 16Q: 3 clusters Score -527464.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -527506.312500 Penalty: 4217.937012
	Iteration 17Q: 3 clusters Score -527506.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -527539.812500 Penalty: 4217.937012
	Iteration 18Q: 3 clusters Score -527539.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -527562.500000 Penalty: 4217.937012
	Iteration 19Q: 3 clusters Score -527562.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -527577.500000 Penalty: 4217.937012
	Iteration 20F: 3 clusters Score -527577.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -527588.125000 Penalty: 4217.937012
	Iteration 21Q: 3 clusters Score -527588.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -527594.125000 Penalty: 4217.937012
	Iteration 22Q: 3 clusters Score -527594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -527597.562500 Penalty: 4217.937012
	Iteration 23Q: 3 clusters Score -527597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -527599.250000 Penalty: 4217.937012
	Iteration 24Q: 3 clusters Score -527599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -527600.375000 Penalty: 4217.937012
	Iteration 25Q: 3 clusters Score -527600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -527602.000000 Penalty: 4217.937012
	Iteration 26Q: 3 clusters Score -527602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -527602.312500 Penalty: 4217.937012
	Iteration 27Q: 3 clusters Score -527602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -527603.937500 Penalty: 4217.937012
	Iteration 28Q: 3 clusters Score -527603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -527603.937500 Penalty: 4217.937012
	Iteration 29Q: 3 clusters Score -527603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -527603.937500 Penalty: 4217.937012
	Iteration 30F: 3 clusters Score -527603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (39008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Entering Unmasked Estep 
Score: -4440455.000000 Penalty: 2621.737305
	Iteration 0F: 2 clusters Score -4440455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4413886.500000 Penalty: 5243.474609
	Iteration 0F: 3 clusters Score -4413886 nChanged 17829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4423992.000000 Penalty: 5243.474609
	Iteration 1F: 3 clusters Score -4423992 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4424960.000000 Penalty: 5243.474609
	Iteration 2F: 3 clusters Score -4424960 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -4426325.500000 Penalty: 5243.474609
	Iteration 3F: 3 clusters Score -4426326 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -4428403.500000 Penalty: 5243.474609
	Iteration 4F: 3 clusters Score -4428404 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4430975.500000 Penalty: 5243.474609
	Iteration 5F: 3 clusters Score -4430976 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4433561.500000 Penalty: 5243.474609
	Iteration 6F: 3 clusters Score -4433562 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -4435688.000000 Penalty: 5243.474609
	Iteration 7F: 3 clusters Score -4435688 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4437403.500000 Penalty: 5243.474609
	Iteration 8Q: 3 clusters Score -4437404 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -4438502.500000 Penalty: 5243.474609
	Iteration 9Q: 3 clusters Score -4438502 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4439016.000000 Penalty: 5243.474609
	Iteration 10Q: 3 clusters Score -4439016 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4439301.000000 Penalty: 5243.474609
	Iteration 11Q: 3 clusters Score -4439301 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -4439515.000000 Penalty: 5243.474609
	Iteration 12Q: 3 clusters Score -4439515 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4439652.000000 Penalty: 5243.474609
	Iteration 13Q: 3 clusters Score -4439652 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4439794.000000 Penalty: 5243.474609
	Iteration 14Q: 3 clusters Score -4439794 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4439907.000000 Penalty: 5243.474609
	Iteration 15Q: 3 clusters Score -4439907 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4439986.500000 Penalty: 5243.474609
	Iteration 16Q: 3 clusters Score -4439986 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4440061.500000 Penalty: 5243.474609
	Iteration 17Q: 3 clusters Score -4440062 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4440117.000000 Penalty: 5243.474609
	Iteration 18Q: 3 clusters Score -4440117 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4440184.000000 Penalty: 5243.474609
	Iteration 19Q: 3 clusters Score -4440184 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4440250.500000 Penalty: 5243.474609
	Iteration 20F: 3 clusters Score -4440250 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4440314.000000 Penalty: 5243.474609
	Iteration 21Q: 3 clusters Score -4440314 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4440363.500000 Penalty: 5243.474609
	Iteration 22Q: 3 clusters Score -4440364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4440409.500000 Penalty: 5243.474609
	Iteration 23Q: 3 clusters Score -4440410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -4440410.500000 Penalty: 5243.474609
	Iteration 24Q: 3 clusters Score -4440410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4440408.000000 Penalty: 5243.474609
	Iteration 25Q: 3 clusters Score -4440408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4440433.000000 Penalty: 5243.474609
	Iteration 26Q: 3 clusters Score -4440433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4440430.500000 Penalty: 5243.474609
	Iteration 27Q: 3 clusters Score -4440430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4440430.000000 Penalty: 5243.474609
	Iteration 28Q: 3 clusters Score -4440430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -4440443.000000 Penalty: 5243.474609
	Iteration 29Q: 3 clusters Score -4440443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -4440447.500000 Penalty: 5243.474609
	Iteration 30Q: 3 clusters Score -4440448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4440466.500000 Penalty: 5243.474609
	Iteration 31Q: 3 clusters Score -4440466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4440475.000000 Penalty: 5243.474609
	Iteration 32Q: 3 clusters Score -4440475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4440482.500000 Penalty: 5243.474609
	Iteration 33Q: 3 clusters Score -4440482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4440479.500000 Penalty: 5243.474609
	Iteration 34Q: 3 clusters Score -4440480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4440482.500000 Penalty: 5243.474609
	Iteration 35Q: 3 clusters Score -4440482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4440471.500000 Penalty: 5243.474609
	Iteration 36Q: 3 clusters Score -4440472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4440477.000000 Penalty: 5243.474609
	Iteration 37Q: 3 clusters Score -4440477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4440491.000000 Penalty: 5243.474609
	Iteration 38Q: 3 clusters Score -4440491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4440477.500000 Penalty: 5243.474609
	Iteration 39Q: 3 clusters Score -4440478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4440483.000000 Penalty: 5243.474609
	Iteration 40F: 3 clusters Score -4440483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -4440476.000000 Penalty: 5243.474609
	Iteration 41Q: 3 clusters Score -4440476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -4440476.500000 Penalty: 5243.474609
	Iteration 42Q: 3 clusters Score -4440476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4440478.000000 Penalty: 5243.474609
	Iteration 43Q: 3 clusters Score -4440478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4440483.500000 Penalty: 5243.474609
	Iteration 44Q: 3 clusters Score -4440484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4440484.500000 Penalty: 5243.474609
	Iteration 45Q: 3 clusters Score -4440484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -4440487.000000 Penalty: 5243.474609
	Iteration 46Q: 3 clusters Score -4440487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -4440488.000000 Penalty: 5243.474609
	Iteration 47Q: 3 clusters Score -4440488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -4440484.500000 Penalty: 5243.474609
	Iteration 48Q: 3 clusters Score -4440484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4440494.500000 Penalty: 5243.474609
	Iteration 49Q: 3 clusters Score -4440494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -4440494.000000 Penalty: 5243.474609
	Iteration 50Q: 3 clusters Score -4440494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4440490.000000 Penalty: 5243.474609
	Iteration 51Q: 3 clusters Score -4440490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4440490.000000 Penalty: 5243.474609
	Iteration 52F: 3 clusters Score -4440490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 5833 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 33175 members 
Entering Unmasked Estep 
Score: -139281968.000000 Penalty: 223341.859375
Splitting cluster 57 changes total score from -139283056.000000 to -139281968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -171813.265625 Penalty: 1860.405396
	Iteration 0F: 2 clusters Score -171813.3 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 905 members 
Entering Unmasked Estep 
Score: -169324.328125 Penalty: 3720.810791
	Iteration 0F: 3 clusters Score -169324.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -169878.312500 Penalty: 3720.810791
	Iteration 1F: 3 clusters Score -169878.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -170119.468750 Penalty: 3720.810791
	Iteration 2F: 3 clusters Score -170119.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -170308.328125 Penalty: 3720.810791
	Iteration 3F: 3 clusters Score -170308.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -170514.406250 Penalty: 3720.810791
	Iteration 4F: 3 clusters Score -170514.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -170750.750000 Penalty: 3720.810791
	Iteration 5F: 3 clusters Score -170750.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170968.218750 Penalty: 3720.810791
	Iteration 6F: 3 clusters Score -170968.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -171125.500000 Penalty: 3720.810791
	Iteration 7Q: 3 clusters Score -171125.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -171269.984375 Penalty: 3720.810791
	Iteration 8Q: 3 clusters Score -171270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -171426.703125 Penalty: 3720.810791
	Iteration 9Q: 3 clusters Score -171426.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171554.984375 Penalty: 3720.810791
	Iteration 10Q: 3 clusters Score -171555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171706.281250 Penalty: 3720.810791
	Iteration 11Q: 3 clusters Score -171706.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -171834.187500 Penalty: 3720.810791
	Iteration 12Q: 3 clusters Score -171834.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -171946.390625 Penalty: 3720.810791
	Iteration 13Q: 3 clusters Score -171946.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -172040.312500 Penalty: 3720.810791
	Iteration 14Q: 3 clusters Score -172040.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -172098.968750 Penalty: 3720.810791
	Iteration 15Q: 3 clusters Score -172099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -172128.468750 Penalty: 3720.810791
	Iteration 16Q: 3 clusters Score -172128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -172137.203125 Penalty: 3720.810791
	Iteration 17Q: 3 clusters Score -172137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -172137.203125 Penalty: 3720.810791
	Iteration 18F: 3 clusters Score -172137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 960 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Mstep: Class 64 contains 851 members 
Entering Unmasked Estep 
Score: -139282000.000000 Penalty: 223341.859375
Splitting cluster 58 changes total score from -139283056.000000 to -139282000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -342699.937500 Penalty: 1992.989990
	Iteration 0F: 2 clusters Score -342699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -339388.906250 Penalty: 3985.979980
	Iteration 0F: 3 clusters Score -339388.9 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -340010.312500 Penalty: 3985.979980
	Iteration 1F: 3 clusters Score -340010.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -340152.750000 Penalty: 3985.979980
	Iteration 2F: 3 clusters Score -340152.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -340269.781250 Penalty: 3985.979980
	Iteration 3Q: 3 clusters Score -340269.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -340355.718750 Penalty: 3985.979980
	Iteration 4Q: 3 clusters Score -340355.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -340417.468750 Penalty: 3985.979980
	Iteration 5Q: 3 clusters Score -340417.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -340452.906250 Penalty: 3985.979980
	Iteration 6Q: 3 clusters Score -340452.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -340468.937500 Penalty: 3985.979980
	Iteration 7Q: 3 clusters Score -340468.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -340483.843750 Penalty: 3985.979980
	Iteration 8Q: 3 clusters Score -340483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -340492.625000 Penalty: 3985.979980
	Iteration 9Q: 3 clusters Score -340492.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -340502.781250 Penalty: 3985.979980
	Iteration 10Q: 3 clusters Score -340502.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -340508.687500 Penalty: 3985.979980
	Iteration 11Q: 3 clusters Score -340508.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -340512.125000 Penalty: 3985.979980
	Iteration 12Q: 3 clusters Score -340512.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -340517.218750 Penalty: 3985.979980
	Iteration 13Q: 3 clusters Score -340517.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -340521.937500 Penalty: 3985.979980
	Iteration 14Q: 3 clusters Score -340521.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -340525.406250 Penalty: 3985.979980
	Iteration 15Q: 3 clusters Score -340525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -340531.562500 Penalty: 3985.979980
	Iteration 16Q: 3 clusters Score -340531.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -340540.812500 Penalty: 3985.979980
	Iteration 17Q: 3 clusters Score -340540.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -340549.812500 Penalty: 3985.979980
	Iteration 18Q: 3 clusters Score -340549.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -340554.406250 Penalty: 3985.979980
	Iteration 19Q: 3 clusters Score -340554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -340555.687500 Penalty: 3985.979980
	Iteration 20F: 3 clusters Score -340555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -340556.468750 Penalty: 3985.979980
	Iteration 21Q: 3 clusters Score -340556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -340556.687500 Penalty: 3985.979980
	Iteration 22Q: 3 clusters Score -340556.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -340556.687500 Penalty: 3985.979980
	Iteration 23F: 3 clusters Score -340556.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Entering Unmasked Estep 
Score: -664932.000000 Penalty: 2199.610840
	Iteration 0F: 2 clusters Score -664932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -659057.500000 Penalty: 4399.221680
	Iteration 0F: 3 clusters Score -659057.5 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -660748.812500 Penalty: 4399.221680
	Iteration 1F: 3 clusters Score -660748.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -661132.250000 Penalty: 4399.221680
	Iteration 2F: 3 clusters Score -661132.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -661414.625000 Penalty: 4399.221680
	Iteration 3F: 3 clusters Score -661414.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -661632.125000 Penalty: 4399.221680
	Iteration 4F: 3 clusters Score -661632.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -661820.437500 Penalty: 4399.221680
	Iteration 5Q: 3 clusters Score -661820.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -661973.187500 Penalty: 4399.221680
	Iteration 6Q: 3 clusters Score -661973.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -662134.812500 Penalty: 4399.221680
	Iteration 7Q: 3 clusters Score -662134.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -662306.937500 Penalty: 4399.221680
	Iteration 8Q: 3 clusters Score -662306.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -662444.187500 Penalty: 4399.221680
	Iteration 9Q: 3 clusters Score -662444.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -662573.250000 Penalty: 4399.221680
	Iteration 10Q: 3 clusters Score -662573.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -662676.125000 Penalty: 4399.221680
	Iteration 11Q: 3 clusters Score -662676.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -662764.562500 Penalty: 4399.221680
	Iteration 12Q: 3 clusters Score -662764.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -662845.062500 Penalty: 4399.221680
	Iteration 13Q: 3 clusters Score -662845.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -662894.562500 Penalty: 4399.221680
	Iteration 14Q: 3 clusters Score -662894.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -662932.687500 Penalty: 4399.221680
	Iteration 15Q: 3 clusters Score -662932.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -662968.000000 Penalty: 4399.221680
	Iteration 16Q: 3 clusters Score -662968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -663005.875000 Penalty: 4399.221680
	Iteration 17Q: 3 clusters Score -663005.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -663060.250000 Penalty: 4399.221680
	Iteration 18Q: 3 clusters Score -663060.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -663122.875000 Penalty: 4399.221680
	Iteration 19Q: 3 clusters Score -663122.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -663185.812500 Penalty: 4399.221680
	Iteration 20F: 3 clusters Score -663185.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -663244.750000 Penalty: 4399.221680
	Iteration 21Q: 3 clusters Score -663244.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -663297.875000 Penalty: 4399.221680
	Iteration 22Q: 3 clusters Score -663297.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -663368.937500 Penalty: 4399.221680
	Iteration 23Q: 3 clusters Score -663368.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -663437.750000 Penalty: 4399.221680
	Iteration 24Q: 3 clusters Score -663437.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -663500.937500 Penalty: 4399.221680
	Iteration 25Q: 3 clusters Score -663500.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -663565.500000 Penalty: 4399.221680
	Iteration 26Q: 3 clusters Score -663565.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -663623.000000 Penalty: 4399.221680
	Iteration 27Q: 3 clusters Score -663623 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -663670.562500 Penalty: 4399.221680
	Iteration 28Q: 3 clusters Score -663670.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -663718.187500 Penalty: 4399.221680
	Iteration 29Q: 3 clusters Score -663718.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -663747.437500 Penalty: 4399.221680
	Iteration 30Q: 3 clusters Score -663747.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -663771.687500 Penalty: 4399.221680
	Iteration 31Q: 3 clusters Score -663771.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -663787.250000 Penalty: 4399.221680
	Iteration 32Q: 3 clusters Score -663787.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -663801.437500 Penalty: 4399.221680
	Iteration 33Q: 3 clusters Score -663801.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -663813.562500 Penalty: 4399.221680
	Iteration 34Q: 3 clusters Score -663813.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -663827.000000 Penalty: 4399.221680
	Iteration 35Q: 3 clusters Score -663827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -663836.687500 Penalty: 4399.221680
	Iteration 36Q: 3 clusters Score -663836.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -663844.375000 Penalty: 4399.221680
	Iteration 37Q: 3 clusters Score -663844.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -663850.687500 Penalty: 4399.221680
	Iteration 38Q: 3 clusters Score -663850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -663854.937500 Penalty: 4399.221680
	Iteration 39Q: 3 clusters Score -663854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -663861.625000 Penalty: 4399.221680
	Iteration 40F: 3 clusters Score -663861.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -663865.250000 Penalty: 4399.221680
	Iteration 41Q: 3 clusters Score -663865.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -663869.312500 Penalty: 4399.221680
	Iteration 42Q: 3 clusters Score -663869.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -663875.562500 Penalty: 4399.221680
	Iteration 43Q: 3 clusters Score -663875.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -663881.875000 Penalty: 4399.221680
	Iteration 44Q: 3 clusters Score -663881.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -663888.375000 Penalty: 4399.221680
	Iteration 45Q: 3 clusters Score -663888.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -663891.875000 Penalty: 4399.221680
	Iteration 46Q: 3 clusters Score -663891.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -663897.875000 Penalty: 4399.221680
	Iteration 47Q: 3 clusters Score -663897.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -663901.937500 Penalty: 4399.221680
	Iteration 48Q: 3 clusters Score -663901.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -663906.062500 Penalty: 4399.221680
	Iteration 49Q: 3 clusters Score -663906.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -663910.875000 Penalty: 4399.221680
	Iteration 50Q: 3 clusters Score -663910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -663911.875000 Penalty: 4399.221680
	Iteration 51Q: 3 clusters Score -663911.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -663918.437500 Penalty: 4399.221680
	Iteration 52Q: 3 clusters Score -663918.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -663917.312500 Penalty: 4399.221680
	Iteration 53Q: 3 clusters Score -663917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -663918.625000 Penalty: 4399.221680
	Iteration 54Q: 3 clusters Score -663918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -663918.000000 Penalty: 4399.221680
	Iteration 55Q: 3 clusters Score -663918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -663921.937500 Penalty: 4399.221680
	Iteration 56Q: 3 clusters Score -663921.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -663920.062500 Penalty: 4399.221680
	Iteration 57Q: 3 clusters Score -663920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -663922.250000 Penalty: 4399.221680
	Iteration 58Q: 3 clusters Score -663922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -663922.875000 Penalty: 4399.221680
	Iteration 59Q: 3 clusters Score -663922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -663922.187500 Penalty: 4399.221680
	Iteration 60F: 3 clusters Score -663922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -663921.812500 Penalty: 4399.221680
	Iteration 61Q: 3 clusters Score -663921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -663924.437500 Penalty: 4399.221680
	Iteration 62Q: 3 clusters Score -663924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -663924.375000 Penalty: 4399.221680
	Iteration 63Q: 3 clusters Score -663924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -663925.875000 Penalty: 4399.221680
	Iteration 64Q: 3 clusters Score -663925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -663926.187500 Penalty: 4399.221680
	Iteration 65Q: 3 clusters Score -663926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -663925.125000 Penalty: 4399.221680
	Iteration 66Q: 3 clusters Score -663925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -663925.125000 Penalty: 4399.221680
	Iteration 67F: 3 clusters Score -663925.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (43954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Entering Unmasked Estep 
Score: -4612149.500000 Penalty: 2651.343018
	Iteration 0F: 2 clusters Score -4612150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -4582430.500000 Penalty: 5302.686035
	Iteration 0F: 3 clusters Score -4582430 nChanged 20246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4593981.000000 Penalty: 5302.686035
	Iteration 1F: 3 clusters Score -4593981 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4594984.000000 Penalty: 5302.686035
	Iteration 2F: 3 clusters Score -4594984 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4596051.500000 Penalty: 5302.686035
	Iteration 3F: 3 clusters Score -4596052 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4597159.000000 Penalty: 5302.686035
	Iteration 4F: 3 clusters Score -4597159 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4598276.000000 Penalty: 5302.686035
	Iteration 5F: 3 clusters Score -4598276 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -4599401.500000 Penalty: 5302.686035
	Iteration 6F: 3 clusters Score -4599402 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -4600546.000000 Penalty: 5302.686035
	Iteration 7Q: 3 clusters Score -4600546 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -4601693.000000 Penalty: 5302.686035
	Iteration 8Q: 3 clusters Score -4601693 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -4602887.500000 Penalty: 5302.686035
	Iteration 9Q: 3 clusters Score -4602888 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4604039.000000 Penalty: 5302.686035
	Iteration 10Q: 3 clusters Score -4604039 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4604979.500000 Penalty: 5302.686035
	Iteration 11Q: 3 clusters Score -4604980 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -4605724.000000 Penalty: 5302.686035
	Iteration 12Q: 3 clusters Score -4605724 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4606211.000000 Penalty: 5302.686035
	Iteration 13Q: 3 clusters Score -4606211 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4606596.500000 Penalty: 5302.686035
	Iteration 14Q: 3 clusters Score -4606596 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4606905.000000 Penalty: 5302.686035
	Iteration 15Q: 3 clusters Score -4606905 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4607157.500000 Penalty: 5302.686035
	Iteration 16Q: 3 clusters Score -4607158 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4607446.000000 Penalty: 5302.686035
	Iteration 17Q: 3 clusters Score -4607446 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4607702.500000 Penalty: 5302.686035
	Iteration 18Q: 3 clusters Score -4607702 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4607930.000000 Penalty: 5302.686035
	Iteration 19Q: 3 clusters Score -4607930 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -4608199.500000 Penalty: 5302.686035
	Iteration 20F: 3 clusters Score -4608200 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4608409.500000 Penalty: 5302.686035
	Iteration 21Q: 3 clusters Score -4608410 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4608611.000000 Penalty: 5302.686035
	Iteration 22Q: 3 clusters Score -4608611 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4608826.500000 Penalty: 5302.686035
	Iteration 23Q: 3 clusters Score -4608826 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -4609042.500000 Penalty: 5302.686035
	Iteration 24Q: 3 clusters Score -4609042 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -4609219.000000 Penalty: 5302.686035
	Iteration 25Q: 3 clusters Score -4609219 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -4609415.000000 Penalty: 5302.686035
	Iteration 26Q: 3 clusters Score -4609415 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -4609587.000000 Penalty: 5302.686035
	Iteration 27Q: 3 clusters Score -4609587 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -4609733.500000 Penalty: 5302.686035
	Iteration 28Q: 3 clusters Score -4609734 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4609921.000000 Penalty: 5302.686035
	Iteration 29Q: 3 clusters Score -4609921 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -4610080.500000 Penalty: 5302.686035
	Iteration 30Q: 3 clusters Score -4610080 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4610225.000000 Penalty: 5302.686035
	Iteration 31Q: 3 clusters Score -4610225 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -4610307.000000 Penalty: 5302.686035
	Iteration 32Q: 3 clusters Score -4610307 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -4610385.000000 Penalty: 5302.686035
	Iteration 33Q: 3 clusters Score -4610385 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -4610451.000000 Penalty: 5302.686035
	Iteration 34Q: 3 clusters Score -4610451 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -4610480.500000 Penalty: 5302.686035
	Iteration 35Q: 3 clusters Score -4610480 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -4610514.500000 Penalty: 5302.686035
	Iteration 36Q: 3 clusters Score -4610514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -4610562.000000 Penalty: 5302.686035
	Iteration 37Q: 3 clusters Score -4610562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -4610586.500000 Penalty: 5302.686035
	Iteration 38Q: 3 clusters Score -4610586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -4610610.500000 Penalty: 5302.686035
	Iteration 39Q: 3 clusters Score -4610610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4610632.000000 Penalty: 5302.686035
	Iteration 40F: 3 clusters Score -4610632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -4610633.500000 Penalty: 5302.686035
	Iteration 41Q: 3 clusters Score -4610634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -4610645.500000 Penalty: 5302.686035
	Iteration 42Q: 3 clusters Score -4610646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -4610650.500000 Penalty: 5302.686035
	Iteration 43Q: 3 clusters Score -4610650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -4610649.500000 Penalty: 5302.686035
	Iteration 44Q: 3 clusters Score -4610650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -4610657.500000 Penalty: 5302.686035
	Iteration 45Q: 3 clusters Score -4610658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -4610660.000000 Penalty: 5302.686035
	Iteration 46Q: 3 clusters Score -4610660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -4610653.000000 Penalty: 5302.686035
	Iteration 47Q: 3 clusters Score -4610653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -4610659.500000 Penalty: 5302.686035
	Iteration 48Q: 3 clusters Score -4610660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -4610657.500000 Penalty: 5302.686035
	Iteration 49Q: 3 clusters Score -4610658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -4610659.000000 Penalty: 5302.686035
	Iteration 50Q: 3 clusters Score -4610659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4610655.000000 Penalty: 5302.686035
	Iteration 51Q: 3 clusters Score -4610655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -4610657.500000 Penalty: 5302.686035
	Iteration 52Q: 3 clusters Score -4610658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -4610658.000000 Penalty: 5302.686035
	Iteration 53Q: 3 clusters Score -4610658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -4610664.500000 Penalty: 5302.686035
	Iteration 54Q: 3 clusters Score -4610664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -4610662.000000 Penalty: 5302.686035
	Iteration 55Q: 3 clusters Score -4610662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -4610662.000000 Penalty: 5302.686035
	Iteration 56F: 3 clusters Score -4610662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -52953.058594 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -52953.06 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 294 members 
Entering Unmasked Estep 
Score: -51385.027344 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -51385.03 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51569.656250 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -51569.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51661.613281 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -51661.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51728.125000 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -51728.12 nChanged 18
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: -51775.289062 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -51775.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51821.343750 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -51821.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51848.968750 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -51848.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51871.640625 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -51871.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51913.570312 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -51913.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51946.644531 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -51946.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52005.304688 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -52005.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52054.410156 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -52054.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52135.289062 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -52135.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52183.757812 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -52183.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52217.015625 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -52217.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52243.445312 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -52243.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52252.789062 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -52252.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52264.863281 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -52264.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52273.648438 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -52273.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52284.890625 Penalty: 3126.099121
	Iteration 19Q: 3 clusters Score -52284.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52303.753906 Penalty: 3126.099121
	Iteration 20F: 3 clusters Score -52303.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52305.539062 Penalty: 3126.099121
	Iteration 21Q: 3 clusters Score -52305.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52305.539062 Penalty: 3126.099121
	Iteration 22F: 3 clusters Score -52305.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (9203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Entering Unmasked Estep 
Score: -1021515.500000 Penalty: 2263.566650
	Iteration 0F: 2 clusters Score -1021516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1014351.562500 Penalty: 4527.133301
	Iteration 0F: 3 clusters Score -1014352 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1016454.000000 Penalty: 4527.133301
	Iteration 1F: 3 clusters Score -1016454 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1016768.125000 Penalty: 4527.133301
	Iteration 2F: 3 clusters Score -1016768 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1017019.937500 Penalty: 4527.133301
	Iteration 3F: 3 clusters Score -1017020 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1017245.625000 Penalty: 4527.133301
	Iteration 4Q: 3 clusters Score -1017246 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1017433.437500 Penalty: 4527.133301
	Iteration 5Q: 3 clusters Score -1017433 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1017594.937500 Penalty: 4527.133301
	Iteration 6Q: 3 clusters Score -1017595 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1017765.500000 Penalty: 4527.133301
	Iteration 7Q: 3 clusters Score -1017766 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1017909.375000 Penalty: 4527.133301
	Iteration 8Q: 3 clusters Score -1017909 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1018042.562500 Penalty: 4527.133301
	Iteration 9Q: 3 clusters Score -1018043 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1018169.000000 Penalty: 4527.133301
	Iteration 10Q: 3 clusters Score -1018169 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1018305.125000 Penalty: 4527.133301
	Iteration 11Q: 3 clusters Score -1018305 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1018430.500000 Penalty: 4527.133301
	Iteration 12Q: 3 clusters Score -1018430 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1018550.562500 Penalty: 4527.133301
	Iteration 13Q: 3 clusters Score -1018551 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1018651.875000 Penalty: 4527.133301
	Iteration 14Q: 3 clusters Score -1018652 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1018722.750000 Penalty: 4527.133301
	Iteration 15Q: 3 clusters Score -1018723 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1018778.312500 Penalty: 4527.133301
	Iteration 16Q: 3 clusters Score -1018778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1018824.375000 Penalty: 4527.133301
	Iteration 17Q: 3 clusters Score -1018824 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1018870.812500 Penalty: 4527.133301
	Iteration 18Q: 3 clusters Score -1018871 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1018915.937500 Penalty: 4527.133301
	Iteration 19Q: 3 clusters Score -1018916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1018949.937500 Penalty: 4527.133301
	Iteration 20F: 3 clusters Score -1018950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1018977.375000 Penalty: 4527.133301
	Iteration 21Q: 3 clusters Score -1018977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1019007.000000 Penalty: 4527.133301
	Iteration 22Q: 3 clusters Score -1019007 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1019026.500000 Penalty: 4527.133301
	Iteration 23Q: 3 clusters Score -1019026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1019046.375000 Penalty: 4527.133301
	Iteration 24Q: 3 clusters Score -1019046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1019064.000000 Penalty: 4527.133301
	Iteration 25Q: 3 clusters Score -1019064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1019073.625000 Penalty: 4527.133301
	Iteration 26Q: 3 clusters Score -1019074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1019081.750000 Penalty: 4527.133301
	Iteration 27Q: 3 clusters Score -1019082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1019088.375000 Penalty: 4527.133301
	Iteration 28Q: 3 clusters Score -1019088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1019096.500000 Penalty: 4527.133301
	Iteration 29Q: 3 clusters Score -1019096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1019104.437500 Penalty: 4527.133301
	Iteration 30Q: 3 clusters Score -1019104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1019108.687500 Penalty: 4527.133301
	Iteration 31Q: 3 clusters Score -1019109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1019113.125000 Penalty: 4527.133301
	Iteration 32Q: 3 clusters Score -1019113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1019120.312500 Penalty: 4527.133301
	Iteration 33Q: 3 clusters Score -1019120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1019120.750000 Penalty: 4527.133301
	Iteration 34Q: 3 clusters Score -1019121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1019126.250000 Penalty: 4527.133301
	Iteration 35Q: 3 clusters Score -1019126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1019126.187500 Penalty: 4527.133301
	Iteration 36Q: 3 clusters Score -1019126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1019128.625000 Penalty: 4527.133301
	Iteration 37Q: 3 clusters Score -1019129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1019127.687500 Penalty: 4527.133301
	Iteration 38Q: 3 clusters Score -1019128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1019129.250000 Penalty: 4527.133301
	Iteration 39Q: 3 clusters Score -1019129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1019131.687500 Penalty: 4527.133301
	Iteration 40F: 3 clusters Score -1019132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1019132.812500 Penalty: 4527.133301
	Iteration 41Q: 3 clusters Score -1019133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1019134.750000 Penalty: 4527.133301
	Iteration 42Q: 3 clusters Score -1019135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1019136.937500 Penalty: 4527.133301
	Iteration 43Q: 3 clusters Score -1019137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1019136.375000 Penalty: 4527.133301
	Iteration 44Q: 3 clusters Score -1019136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1019137.125000 Penalty: 4527.133301
	Iteration 45Q: 3 clusters Score -1019137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1019141.687500 Penalty: 4527.133301
	Iteration 46Q: 3 clusters Score -1019142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1019144.562500 Penalty: 4527.133301
	Iteration 47Q: 3 clusters Score -1019145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1019146.125000 Penalty: 4527.133301
	Iteration 48Q: 3 clusters Score -1019146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1019148.812500 Penalty: 4527.133301
	Iteration 49Q: 3 clusters Score -1019149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1019149.875000 Penalty: 4527.133301
	Iteration 50Q: 3 clusters Score -1019150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1019153.062500 Penalty: 4527.133301
	Iteration 51Q: 3 clusters Score -1019153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1019157.687500 Penalty: 4527.133301
	Iteration 52Q: 3 clusters Score -1019158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1019161.875000 Penalty: 4527.133301
	Iteration 53Q: 3 clusters Score -1019162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1019167.250000 Penalty: 4527.133301
	Iteration 54Q: 3 clusters Score -1019167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1019170.000000 Penalty: 4527.133301
	Iteration 55Q: 3 clusters Score -1019170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1019172.312500 Penalty: 4527.133301
	Iteration 56Q: 3 clusters Score -1019172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1019175.250000 Penalty: 4527.133301
	Iteration 57Q: 3 clusters Score -1019175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1019176.062500 Penalty: 4527.133301
	Iteration 58Q: 3 clusters Score -1019176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1019177.187500 Penalty: 4527.133301
	Iteration 59Q: 3 clusters Score -1019177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1019179.812500 Penalty: 4527.133301
	Iteration 60F: 3 clusters Score -1019180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1019183.250000 Penalty: 4527.133301
	Iteration 61Q: 3 clusters Score -1019183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1019186.375000 Penalty: 4527.133301
	Iteration 62Q: 3 clusters Score -1019186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1019185.312500 Penalty: 4527.133301
	Iteration 63Q: 3 clusters Score -1019185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1019189.937500 Penalty: 4527.133301
	Iteration 64Q: 3 clusters Score -1019190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1019192.187500 Penalty: 4527.133301
	Iteration 65Q: 3 clusters Score -1019192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1019194.000000 Penalty: 4527.133301
	Iteration 66Q: 3 clusters Score -1019194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1019195.812500 Penalty: 4527.133301
	Iteration 67Q: 3 clusters Score -1019196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1019196.875000 Penalty: 4527.133301
	Iteration 68Q: 3 clusters Score -1019197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1019197.062500 Penalty: 4527.133301
	Iteration 69Q: 3 clusters Score -1019197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1019197.062500 Penalty: 4527.133301
	Iteration 70F: 3 clusters Score -1019197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26073 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12258 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 13639 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17835 members 
Mstep: Class 45 contains 1057 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7654 members 
Mstep: Class 51 contains 13896 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2853 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39008 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3091 members 
Mstep: Class 60 contains 7111 members 
Mstep: Class 61 contains 43954 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283168.000000 Penalty: 219852.140625
Iteration 239Q: 64 clusters Score -1.392832e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52209 members 
Mstep: Class 4 contains 7764 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213003 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 17037 members 
Mstep: Class 11 contains 11150 members 
Mstep: Class 12 contains 14477 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 46653 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 4204 members 
Mstep: Class 18 contains 6382 members 
Mstep: Class 19 contains 141224 members 
Mstep: Class 20 contains 3008 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17959 members 
Mstep: Class 23 contains 10511 members 
Mstep: Class 24 contains 13024 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26256 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12253 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 7304 members 
Mstep: Class 42 contains 13660 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17837 members 
Mstep: Class 45 contains 1058 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7093 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7648 members 
Mstep: Class 51 contains 13894 members 
Mstep: Class 52 contains 21875 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2859 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39043 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3092 members 
Mstep: Class 60 contains 7119 members 
Mstep: Class 61 contains 43949 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283232.000000 Penalty: 219852.140625
Iteration 240F: 64 clusters Score -1.392832e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 13995 members 
Mstep: Class 3 contains 52213 members 
Mstep: Class 4 contains 7767 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213004 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 16798 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 14483 members 
Mstep: Class 13 contains 3710 members 
Mstep: Class 14 contains 46658 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5618 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 6383 members 
Mstep: Class 19 contains 141223 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 17962 members 
Mstep: Class 23 contains 10513 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26460 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26791 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12249 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7306 members 
Mstep: Class 42 contains 13669 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17836 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4490 members 
Mstep: Class 48 contains 7091 members 
Mstep: Class 49 contains 24517 members 
Mstep: Class 50 contains 7644 members 
Mstep: Class 51 contains 13895 members 
Mstep: Class 52 contains 21879 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2859 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39066 members 
Mstep: Class 58 contains 1811 members 
Mstep: Class 59 contains 3095 members 
Mstep: Class 60 contains 7130 members 
Mstep: Class 61 contains 43943 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283280.000000 Penalty: 219852.140625
Iteration 241Q: 64 clusters Score -1.392833e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 13991 members 
Mstep: Class 3 contains 52216 members 
Mstep: Class 4 contains 7768 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 11505 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213006 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 16582 members 
Mstep: Class 11 contains 11112 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46666 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5618 members 
Mstep: Class 17 contains 4200 members 
Mstep: Class 18 contains 6382 members 
Mstep: Class 19 contains 141221 members 
Mstep: Class 20 contains 3007 members 
Mstep: Class 21 contains 8299 members 
Mstep: Class 22 contains 17960 members 
Mstep: Class 23 contains 10512 members 
Mstep: Class 24 contains 13021 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26655 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26790 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29663 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15385 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4601 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12245 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7306 members 
Mstep: Class 42 contains 13685 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17836 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4489 members 
Mstep: Class 48 contains 7089 members 
Mstep: Class 49 contains 24520 members 
Mstep: Class 50 contains 7642 members 
Mstep: Class 51 contains 13895 members 
Mstep: Class 52 contains 21877 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2860 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39089 members 
Mstep: Class 58 contains 1809 members 
Mstep: Class 59 contains 3097 members 
Mstep: Class 60 contains 7144 members 
Mstep: Class 61 contains 43927 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283072.000000 Penalty: 219852.140625
Iteration 242Q: 64 clusters Score -1.392831e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 13987 members 
Mstep: Class 3 contains 52217 members 
Mstep: Class 4 contains 7773 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213007 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 16360 members 
Mstep: Class 11 contains 11100 members 
Mstep: Class 12 contains 14489 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 46660 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5618 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141220 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 8296 members 
Mstep: Class 22 contains 17956 members 
Mstep: Class 23 contains 10511 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 26857 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26790 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4601 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12242 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7304 members 
Mstep: Class 42 contains 13705 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17838 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4491 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 24522 members 
Mstep: Class 50 contains 7635 members 
Mstep: Class 51 contains 13893 members 
Mstep: Class 52 contains 21877 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2858 members 
Mstep: Class 56 contains 4935 members 
Mstep: Class 57 contains 39112 members 
Mstep: Class 58 contains 1805 members 
Mstep: Class 59 contains 3099 members 
Mstep: Class 60 contains 7153 members 
Mstep: Class 61 contains 43927 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283328.000000 Penalty: 219852.140625
Iteration 243Q: 64 clusters Score -1.392833e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 52217 members 
Mstep: Class 4 contains 7776 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213010 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 16129 members 
Mstep: Class 11 contains 11087 members 
Mstep: Class 12 contains 14492 members 
Mstep: Class 13 contains 3707 members 
Mstep: Class 14 contains 46665 members 
Mstep: Class 15 contains 14172 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 4203 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141216 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8296 members 
Mstep: Class 22 contains 17956 members 
Mstep: Class 23 contains 10513 members 
Mstep: Class 24 contains 13013 members 
Mstep: Class 25 contains 15267 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 27038 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26790 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29663 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4601 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12234 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7305 members 
Mstep: Class 42 contains 13730 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17839 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4493 members 
Mstep: Class 48 contains 7089 members 
Mstep: Class 49 contains 24522 members 
Mstep: Class 50 contains 7629 members 
Mstep: Class 51 contains 13897 members 
Mstep: Class 52 contains 21884 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18859 members 
Mstep: Class 55 contains 2860 members 
Mstep: Class 56 contains 4936 members 
Mstep: Class 57 contains 39144 members 
Mstep: Class 58 contains 1803 members 
Mstep: Class 59 contains 3102 members 
Mstep: Class 60 contains 7160 members 
Mstep: Class 61 contains 43922 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283216.000000 Penalty: 219852.140625
Iteration 244Q: 64 clusters Score -1.392832e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 52219 members 
Mstep: Class 4 contains 7778 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11503 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213015 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 15883 members 
Mstep: Class 11 contains 11079 members 
Mstep: Class 12 contains 14494 members 
Mstep: Class 13 contains 3705 members 
Mstep: Class 14 contains 46669 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 4200 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 141212 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8297 members 
Mstep: Class 22 contains 17956 members 
Mstep: Class 23 contains 10511 members 
Mstep: Class 24 contains 13007 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 27234 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26792 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4601 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12222 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7311 members 
Mstep: Class 42 contains 13752 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17841 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4493 members 
Mstep: Class 48 contains 7090 members 
Mstep: Class 49 contains 24523 members 
Mstep: Class 50 contains 7619 members 
Mstep: Class 51 contains 13897 members 
Mstep: Class 52 contains 21899 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18858 members 
Mstep: Class 55 contains 2863 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39178 members 
Mstep: Class 58 contains 1802 members 
Mstep: Class 59 contains 3102 members 
Mstep: Class 60 contains 7168 members 
Mstep: Class 61 contains 43917 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283200.000000 Penalty: 219852.140625
Iteration 245Q: 64 clusters Score -1.392832e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 13981 members 
Mstep: Class 3 contains 52220 members 
Mstep: Class 4 contains 7779 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213019 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 11070 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 3704 members 
Mstep: Class 14 contains 46670 members 
Mstep: Class 15 contains 14170 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4193 members 
Mstep: Class 18 contains 6382 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 17954 members 
Mstep: Class 23 contains 10504 members 
Mstep: Class 24 contains 13008 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 27424 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26793 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12218 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7313 members 
Mstep: Class 42 contains 13775 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17841 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4492 members 
Mstep: Class 48 contains 7097 members 
Mstep: Class 49 contains 24525 members 
Mstep: Class 50 contains 7610 members 
Mstep: Class 51 contains 13899 members 
Mstep: Class 52 contains 21909 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18854 members 
Mstep: Class 55 contains 2866 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39212 members 
Mstep: Class 58 contains 1800 members 
Mstep: Class 59 contains 3102 members 
Mstep: Class 60 contains 7178 members 
Mstep: Class 61 contains 43913 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282928.000000 Penalty: 219852.140625
Iteration 246Q: 64 clusters Score -1.392829e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 13982 members 
Mstep: Class 3 contains 52220 members 
Mstep: Class 4 contains 7779 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11505 members 
Mstep: Class 7 contains 128965 members 
Mstep: Class 8 contains 213026 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 14500 members 
Mstep: Class 13 contains 3704 members 
Mstep: Class 14 contains 46667 members 
Mstep: Class 15 contains 14169 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 6388 members 
Mstep: Class 19 contains 141207 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 17955 members 
Mstep: Class 23 contains 10503 members 
Mstep: Class 24 contains 13002 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 27618 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26793 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29660 members 
Mstep: Class 32 contains 8311 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 4600 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12213 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7315 members 
Mstep: Class 42 contains 13804 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17842 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4493 members 
Mstep: Class 48 contains 7101 members 
Mstep: Class 49 contains 24530 members 
Mstep: Class 50 contains 7602 members 
Mstep: Class 51 contains 13900 members 
Mstep: Class 52 contains 21917 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18851 members 
Mstep: Class 55 contains 2870 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39243 members 
Mstep: Class 58 contains 1800 members 
Mstep: Class 59 contains 3102 members 
Mstep: Class 60 contains 7181 members 
Mstep: Class 61 contains 43905 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283008.000000 Penalty: 219852.140625
Iteration 247Q: 64 clusters Score -1.39283e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 52220 members 
Mstep: Class 4 contains 7780 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213027 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 15155 members 
Mstep: Class 11 contains 11054 members 
Mstep: Class 12 contains 14519 members 
Mstep: Class 13 contains 3703 members 
Mstep: Class 14 contains 46663 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 6391 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3007 members 
Mstep: Class 21 contains 8300 members 
Mstep: Class 22 contains 17958 members 
Mstep: Class 23 contains 10505 members 
Mstep: Class 24 contains 12995 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 27802 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26789 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29660 members 
Mstep: Class 32 contains 8309 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4598 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12209 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7315 members 
Mstep: Class 42 contains 13829 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17844 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4494 members 
Mstep: Class 48 contains 7101 members 
Mstep: Class 49 contains 24531 members 
Mstep: Class 50 contains 7595 members 
Mstep: Class 51 contains 13899 members 
Mstep: Class 52 contains 21932 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18848 members 
Mstep: Class 55 contains 2872 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39269 members 
Mstep: Class 58 contains 1801 members 
Mstep: Class 59 contains 3101 members 
Mstep: Class 60 contains 7185 members 
Mstep: Class 61 contains 43898 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283168.000000 Penalty: 219852.140625
Iteration 248Q: 64 clusters Score -1.392832e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 52222 members 
Mstep: Class 4 contains 7781 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11507 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213027 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 14948 members 
Mstep: Class 11 contains 11040 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 13 contains 3706 members 
Mstep: Class 14 contains 46668 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 6391 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3007 members 
Mstep: Class 21 contains 8297 members 
Mstep: Class 22 contains 17962 members 
Mstep: Class 23 contains 10502 members 
Mstep: Class 24 contains 12976 members 
Mstep: Class 25 contains 15271 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 27977 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26786 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8309 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4595 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12205 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7317 members 
Mstep: Class 42 contains 13858 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17843 members 
Mstep: Class 45 contains 1059 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4491 members 
Mstep: Class 48 contains 7103 members 
Mstep: Class 49 contains 24533 members 
Mstep: Class 50 contains 7586 members 
Mstep: Class 51 contains 13899 members 
Mstep: Class 52 contains 21943 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18846 members 
Mstep: Class 55 contains 2872 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39286 members 
Mstep: Class 58 contains 1801 members 
Mstep: Class 59 contains 3102 members 
Mstep: Class 60 contains 7193 members 
Mstep: Class 61 contains 43894 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283168.000000 Penalty: 219852.140625
Iteration 249Q: 64 clusters Score -1.392832e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109642 members 
Mstep: Class 2 contains 13984 members 
Mstep: Class 3 contains 52223 members 
Mstep: Class 4 contains 7782 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11510 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213027 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 11030 members 
Mstep: Class 12 contains 14527 members 
Mstep: Class 13 contains 3706 members 
Mstep: Class 14 contains 46676 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 141212 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 8305 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10496 members 
Mstep: Class 24 contains 12959 members 
Mstep: Class 25 contains 15271 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 28155 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26783 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8308 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4594 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12201 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7318 members 
Mstep: Class 42 contains 13875 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17844 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4491 members 
Mstep: Class 48 contains 7106 members 
Mstep: Class 49 contains 24535 members 
Mstep: Class 50 contains 7582 members 
Mstep: Class 51 contains 13899 members 
Mstep: Class 52 contains 21952 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18845 members 
Mstep: Class 55 contains 2877 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39296 members 
Mstep: Class 58 contains 1799 members 
Mstep: Class 59 contains 3103 members 
Mstep: Class 60 contains 7198 members 
Mstep: Class 61 contains 43893 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283168.000000 Penalty: 219852.140625
Iteration 250Q: 64 clusters Score -1.392832e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109634 members 
Mstep: Class 2 contains 13984 members 
Mstep: Class 3 contains 52225 members 
Mstep: Class 4 contains 7784 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11513 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213033 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 11 contains 11024 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 46686 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 6392 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8310 members 
Mstep: Class 22 contains 17965 members 
Mstep: Class 23 contains 10491 members 
Mstep: Class 24 contains 12945 members 
Mstep: Class 25 contains 15271 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 28331 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26783 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8309 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4594 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12196 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7319 members 
Mstep: Class 42 contains 13890 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17848 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4490 members 
Mstep: Class 48 contains 7111 members 
Mstep: Class 49 contains 24535 members 
Mstep: Class 50 contains 7578 members 
Mstep: Class 51 contains 13899 members 
Mstep: Class 52 contains 21957 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18844 members 
Mstep: Class 55 contains 2879 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39323 members 
Mstep: Class 58 contains 1799 members 
Mstep: Class 59 contains 3104 members 
Mstep: Class 60 contains 7201 members 
Mstep: Class 61 contains 43883 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283152.000000 Penalty: 219852.140625
Iteration 251Q: 64 clusters Score -1.392832e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 13984 members 
Mstep: Class 3 contains 52225 members 
Mstep: Class 4 contains 7786 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213028 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 14347 members 
Mstep: Class 11 contains 11016 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 46692 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 6395 members 
Mstep: Class 19 contains 141208 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8314 members 
Mstep: Class 22 contains 17969 members 
Mstep: Class 23 contains 10484 members 
Mstep: Class 24 contains 12932 members 
Mstep: Class 25 contains 15271 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 28487 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26780 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8310 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15388 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4594 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12190 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7319 members 
Mstep: Class 42 contains 13909 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17850 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4488 members 
Mstep: Class 48 contains 7111 members 
Mstep: Class 49 contains 24534 members 
Mstep: Class 50 contains 7573 members 
Mstep: Class 51 contains 13899 members 
Mstep: Class 52 contains 21961 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18844 members 
Mstep: Class 55 contains 2877 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39352 members 
Mstep: Class 58 contains 1799 members 
Mstep: Class 59 contains 3107 members 
Mstep: Class 60 contains 7208 members 
Mstep: Class 61 contains 43869 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283072.000000 Penalty: 219852.140625
Iteration 252Q: 64 clusters Score -1.392831e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 52226 members 
Mstep: Class 4 contains 7786 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11520 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213028 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 14178 members 
Mstep: Class 11 contains 11011 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 3712 members 
Mstep: Class 14 contains 46693 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 6396 members 
Mstep: Class 19 contains 141208 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8314 members 
Mstep: Class 22 contains 17969 members 
Mstep: Class 23 contains 10479 members 
Mstep: Class 24 contains 12925 members 
Mstep: Class 25 contains 15271 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 28651 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8310 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15388 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4594 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12190 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7319 members 
Mstep: Class 42 contains 13915 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17851 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7113 members 
Mstep: Class 49 contains 24534 members 
Mstep: Class 50 contains 7571 members 
Mstep: Class 51 contains 13899 members 
Mstep: Class 52 contains 21964 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18844 members 
Mstep: Class 55 contains 2879 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39368 members 
Mstep: Class 58 contains 1799 members 
Mstep: Class 59 contains 3110 members 
Mstep: Class 60 contains 7209 members 
Mstep: Class 61 contains 43859 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283040.000000 Penalty: 219852.140625
Iteration 253Q: 64 clusters Score -1.39283e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109625 members 
Mstep: Class 2 contains 13985 members 
Mstep: Class 3 contains 52230 members 
Mstep: Class 4 contains 7785 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213028 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 10999 members 
Mstep: Class 12 contains 14527 members 
Mstep: Class 13 contains 3713 members 
Mstep: Class 14 contains 46698 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 6403 members 
Mstep: Class 19 contains 141208 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8318 members 
Mstep: Class 22 contains 17967 members 
Mstep: Class 23 contains 10476 members 
Mstep: Class 24 contains 12912 members 
Mstep: Class 25 contains 15272 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 28829 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26773 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8310 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4594 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12184 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7319 members 
Mstep: Class 42 contains 13914 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17849 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6804 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7115 members 
Mstep: Class 49 contains 24537 members 
Mstep: Class 50 contains 7565 members 
Mstep: Class 51 contains 13899 members 
Mstep: Class 52 contains 21966 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18844 members 
Mstep: Class 55 contains 2880 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39385 members 
Mstep: Class 58 contains 1799 members 
Mstep: Class 59 contains 3114 members 
Mstep: Class 60 contains 7216 members 
Mstep: Class 61 contains 43853 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283088.000000 Penalty: 219852.140625
Iteration 254Q: 64 clusters Score -1.392831e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109625 members 
Mstep: Class 2 contains 13988 members 
Mstep: Class 3 contains 52234 members 
Mstep: Class 4 contains 7784 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11533 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213029 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 10982 members 
Mstep: Class 12 contains 14533 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 46695 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 6405 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8322 members 
Mstep: Class 22 contains 17964 members 
Mstep: Class 23 contains 10473 members 
Mstep: Class 24 contains 12896 members 
Mstep: Class 25 contains 15268 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 29019 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26769 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8310 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15385 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4594 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12180 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7320 members 
Mstep: Class 42 contains 13916 members 
Mstep: Class 43 contains 5540 members 
Mstep: Class 44 contains 17849 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6804 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7121 members 
Mstep: Class 49 contains 24538 members 
Mstep: Class 50 contains 7562 members 
Mstep: Class 51 contains 13900 members 
Mstep: Class 52 contains 21975 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18844 members 
Mstep: Class 55 contains 2880 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39372 members 
Mstep: Class 58 contains 1798 members 
Mstep: Class 59 contains 3121 members 
Mstep: Class 60 contains 7230 members 
Mstep: Class 61 contains 43845 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283392.000000 Penalty: 219852.140625
Iteration 255Q: 64 clusters Score -1.392834e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 13988 members 
Mstep: Class 3 contains 52235 members 
Mstep: Class 4 contains 7784 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11539 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213027 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 13658 members 
Mstep: Class 11 contains 10962 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 46694 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8321 members 
Mstep: Class 22 contains 17963 members 
Mstep: Class 23 contains 10469 members 
Mstep: Class 24 contains 12879 members 
Mstep: Class 25 contains 15267 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 29202 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26768 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8310 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15385 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4593 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12171 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7320 members 
Mstep: Class 42 contains 13916 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17849 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6803 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7125 members 
Mstep: Class 49 contains 24538 members 
Mstep: Class 50 contains 7556 members 
Mstep: Class 51 contains 13900 members 
Mstep: Class 52 contains 21984 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18842 members 
Mstep: Class 55 contains 2883 members 
Mstep: Class 56 contains 4934 members 
Mstep: Class 57 contains 39373 members 
Mstep: Class 58 contains 1797 members 
Mstep: Class 59 contains 3130 members 
Mstep: Class 60 contains 7248 members 
Mstep: Class 61 contains 43847 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283456.000000 Penalty: 219852.140625
Iteration 256Q: 64 clusters Score -1.392835e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109618 members 
Mstep: Class 2 contains 13986 members 
Mstep: Class 3 contains 52234 members 
Mstep: Class 4 contains 7785 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11541 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213030 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 14534 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 46693 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 141210 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8322 members 
Mstep: Class 22 contains 17965 members 
Mstep: Class 23 contains 10471 members 
Mstep: Class 24 contains 12876 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 29384 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26767 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8309 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12163 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7321 members 
Mstep: Class 42 contains 13925 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17850 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6803 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7136 members 
Mstep: Class 49 contains 24540 members 
Mstep: Class 50 contains 7551 members 
Mstep: Class 51 contains 13901 members 
Mstep: Class 52 contains 21987 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18842 members 
Mstep: Class 55 contains 2888 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 39378 members 
Mstep: Class 58 contains 1798 members 
Mstep: Class 59 contains 3138 members 
Mstep: Class 60 contains 7258 members 
Mstep: Class 61 contains 43839 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283536.000000 Penalty: 219852.140625
Iteration 257Q: 64 clusters Score -1.392835e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 13985 members 
Mstep: Class 3 contains 52236 members 
Mstep: Class 4 contains 7783 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11541 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213036 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 3707 members 
Mstep: Class 14 contains 46691 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 6411 members 
Mstep: Class 19 contains 141207 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8324 members 
Mstep: Class 22 contains 17966 members 
Mstep: Class 23 contains 10472 members 
Mstep: Class 24 contains 12856 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 29584 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26765 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8309 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12154 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7321 members 
Mstep: Class 42 contains 13921 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17848 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6803 members 
Mstep: Class 47 contains 4486 members 
Mstep: Class 48 contains 7147 members 
Mstep: Class 49 contains 24542 members 
Mstep: Class 50 contains 7545 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 21995 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18841 members 
Mstep: Class 55 contains 2889 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 39381 members 
Mstep: Class 58 contains 1798 members 
Mstep: Class 59 contains 3146 members 
Mstep: Class 60 contains 7273 members 
Mstep: Class 61 contains 43834 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283664.000000 Penalty: 219852.140625
Iteration 258Q: 64 clusters Score -1.392837e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109615 members 
Mstep: Class 2 contains 13987 members 
Mstep: Class 3 contains 52237 members 
Mstep: Class 4 contains 7782 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 11540 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213041 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 11 contains 10920 members 
Mstep: Class 12 contains 14545 members 
Mstep: Class 13 contains 3705 members 
Mstep: Class 14 contains 46691 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 6411 members 
Mstep: Class 19 contains 141205 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 8324 members 
Mstep: Class 22 contains 17973 members 
Mstep: Class 23 contains 10469 members 
Mstep: Class 24 contains 12846 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 29780 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26765 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8310 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12155 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7321 members 
Mstep: Class 42 contains 13919 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17849 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4486 members 
Mstep: Class 48 contains 7152 members 
Mstep: Class 49 contains 24538 members 
Mstep: Class 50 contains 7548 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22006 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18842 members 
Mstep: Class 55 contains 2897 members 
Mstep: Class 56 contains 4932 members 
Mstep: Class 57 contains 39374 members 
Mstep: Class 58 contains 1798 members 
Mstep: Class 59 contains 3152 members 
Mstep: Class 60 contains 7279 members 
Mstep: Class 61 contains 43821 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283632.000000 Penalty: 219852.140625
Iteration 259Q: 64 clusters Score -1.392836e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109616 members 
Mstep: Class 2 contains 13989 members 
Mstep: Class 3 contains 52237 members 
Mstep: Class 4 contains 7784 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11541 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213042 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 12877 members 
Mstep: Class 11 contains 10901 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 3702 members 
Mstep: Class 14 contains 46692 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 6411 members 
Mstep: Class 19 contains 141205 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 17987 members 
Mstep: Class 23 contains 10472 members 
Mstep: Class 24 contains 12842 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 29963 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26760 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8310 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12151 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7321 members 
Mstep: Class 42 contains 13899 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17848 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7156 members 
Mstep: Class 49 contains 24534 members 
Mstep: Class 50 contains 7549 members 
Mstep: Class 51 contains 13903 members 
Mstep: Class 52 contains 22009 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18841 members 
Mstep: Class 55 contains 2896 members 
Mstep: Class 56 contains 4930 members 
Mstep: Class 57 contains 39368 members 
Mstep: Class 58 contains 1798 members 
Mstep: Class 59 contains 3165 members 
Mstep: Class 60 contains 7295 members 
Mstep: Class 61 contains 43809 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283856.000000 Penalty: 219852.140625
Iteration 260F: 64 clusters Score -1.392839e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 13993 members 
Mstep: Class 3 contains 52239 members 
Mstep: Class 4 contains 7787 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11541 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213042 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 10881 members 
Mstep: Class 12 contains 14545 members 
Mstep: Class 13 contains 3699 members 
Mstep: Class 14 contains 46687 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 6411 members 
Mstep: Class 19 contains 141204 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 8328 members 
Mstep: Class 22 contains 18006 members 
Mstep: Class 23 contains 10474 members 
Mstep: Class 24 contains 12841 members 
Mstep: Class 25 contains 15264 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 30152 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26755 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8311 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12142 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7321 members 
Mstep: Class 42 contains 13885 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17849 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4483 members 
Mstep: Class 48 contains 7155 members 
Mstep: Class 49 contains 24535 members 
Mstep: Class 50 contains 7545 members 
Mstep: Class 51 contains 13903 members 
Mstep: Class 52 contains 22013 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18838 members 
Mstep: Class 55 contains 2895 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39355 members 
Mstep: Class 58 contains 1798 members 
Mstep: Class 59 contains 3182 members 
Mstep: Class 60 contains 7310 members 
Mstep: Class 61 contains 43795 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283872.000000 Penalty: 219852.140625
Iteration 261Q: 64 clusters Score -1.392839e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 13997 members 
Mstep: Class 3 contains 52243 members 
Mstep: Class 4 contains 7787 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11543 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213045 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 12550 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 14538 members 
Mstep: Class 13 contains 3697 members 
Mstep: Class 14 contains 46687 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 19 contains 141205 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 8327 members 
Mstep: Class 22 contains 18020 members 
Mstep: Class 23 contains 10480 members 
Mstep: Class 24 contains 12830 members 
Mstep: Class 25 contains 15263 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 30335 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26752 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8311 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12139 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7322 members 
Mstep: Class 42 contains 13864 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17848 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4485 members 
Mstep: Class 48 contains 7158 members 
Mstep: Class 49 contains 24533 members 
Mstep: Class 50 contains 7548 members 
Mstep: Class 51 contains 13904 members 
Mstep: Class 52 contains 22022 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18837 members 
Mstep: Class 55 contains 2895 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39340 members 
Mstep: Class 58 contains 1798 members 
Mstep: Class 59 contains 3198 members 
Mstep: Class 60 contains 7317 members 
Mstep: Class 61 contains 43781 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283984.000000 Penalty: 219852.140625
Iteration 262Q: 64 clusters Score -1.39284e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 52242 members 
Mstep: Class 4 contains 7787 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213041 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 12402 members 
Mstep: Class 11 contains 10849 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 3694 members 
Mstep: Class 14 contains 46682 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 19 contains 141206 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 8331 members 
Mstep: Class 22 contains 18036 members 
Mstep: Class 23 contains 10482 members 
Mstep: Class 24 contains 12826 members 
Mstep: Class 25 contains 15262 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 30510 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26753 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8311 members 
Mstep: Class 33 contains 4691 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12128 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7322 members 
Mstep: Class 42 contains 13852 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17851 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4485 members 
Mstep: Class 48 contains 7160 members 
Mstep: Class 49 contains 24532 members 
Mstep: Class 50 contains 7551 members 
Mstep: Class 51 contains 13904 members 
Mstep: Class 52 contains 22033 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18835 members 
Mstep: Class 55 contains 2892 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39326 members 
Mstep: Class 58 contains 1798 members 
Mstep: Class 59 contains 3217 members 
Mstep: Class 60 contains 7329 members 
Mstep: Class 61 contains 43771 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284048.000000 Penalty: 219852.140625
Iteration 263Q: 64 clusters Score -1.39284e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 14001 members 
Mstep: Class 3 contains 52246 members 
Mstep: Class 4 contains 7788 members 
Mstep: Class 5 contains 5741 members 
Mstep: Class 6 contains 11548 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213040 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 12250 members 
Mstep: Class 11 contains 10837 members 
Mstep: Class 12 contains 14509 members 
Mstep: Class 13 contains 3694 members 
Mstep: Class 14 contains 46676 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 19 contains 141206 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 8339 members 
Mstep: Class 22 contains 18049 members 
Mstep: Class 23 contains 10476 members 
Mstep: Class 24 contains 12822 members 
Mstep: Class 25 contains 15260 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 30676 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26753 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12123 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7323 members 
Mstep: Class 42 contains 13845 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17854 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4487 members 
Mstep: Class 48 contains 7152 members 
Mstep: Class 49 contains 24528 members 
Mstep: Class 50 contains 7543 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 22033 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18832 members 
Mstep: Class 55 contains 2893 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39319 members 
Mstep: Class 58 contains 1798 members 
Mstep: Class 59 contains 3247 members 
Mstep: Class 60 contains 7343 members 
Mstep: Class 61 contains 43759 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284144.000000 Penalty: 219852.140625
Iteration 264Q: 64 clusters Score -1.392841e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 14001 members 
Mstep: Class 3 contains 52248 members 
Mstep: Class 4 contains 7791 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 11554 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213036 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 12125 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 14488 members 
Mstep: Class 13 contains 3689 members 
Mstep: Class 14 contains 46673 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 19 contains 141208 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 8338 members 
Mstep: Class 22 contains 18057 members 
Mstep: Class 23 contains 10470 members 
Mstep: Class 24 contains 12821 members 
Mstep: Class 25 contains 15256 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 30842 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26748 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4691 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12119 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7323 members 
Mstep: Class 42 contains 13846 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17854 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4485 members 
Mstep: Class 48 contains 7150 members 
Mstep: Class 49 contains 24528 members 
Mstep: Class 50 contains 7543 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22028 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18835 members 
Mstep: Class 55 contains 2894 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39291 members 
Mstep: Class 58 contains 1797 members 
Mstep: Class 59 contains 3275 members 
Mstep: Class 60 contains 7357 members 
Mstep: Class 61 contains 43752 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284176.000000 Penalty: 219852.140625
Iteration 265Q: 64 clusters Score -1.392842e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 52244 members 
Mstep: Class 4 contains 7792 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 11556 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213033 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 10811 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 46669 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 6415 members 
Mstep: Class 19 contains 141207 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 10470 members 
Mstep: Class 24 contains 12803 members 
Mstep: Class 25 contains 15254 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 30996 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26746 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4691 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12106 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7324 members 
Mstep: Class 42 contains 13841 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17856 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7152 members 
Mstep: Class 49 contains 24523 members 
Mstep: Class 50 contains 7545 members 
Mstep: Class 51 contains 13901 members 
Mstep: Class 52 contains 22028 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18835 members 
Mstep: Class 55 contains 2895 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39277 members 
Mstep: Class 58 contains 1797 members 
Mstep: Class 59 contains 3306 members 
Mstep: Class 60 contains 7369 members 
Mstep: Class 61 contains 43736 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284208.000000 Penalty: 219852.140625
Iteration 266Q: 64 clusters Score -1.392842e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109610 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 52245 members 
Mstep: Class 4 contains 7794 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 11558 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213032 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11925 members 
Mstep: Class 11 contains 10790 members 
Mstep: Class 12 contains 14438 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 46670 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 6417 members 
Mstep: Class 19 contains 141207 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 8350 members 
Mstep: Class 22 contains 18077 members 
Mstep: Class 23 contains 10469 members 
Mstep: Class 24 contains 12795 members 
Mstep: Class 25 contains 15254 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 31127 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26741 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4693 members 
Mstep: Class 34 contains 15388 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12097 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7324 members 
Mstep: Class 42 contains 13826 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17856 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7159 members 
Mstep: Class 49 contains 24519 members 
Mstep: Class 50 contains 7544 members 
Mstep: Class 51 contains 13900 members 
Mstep: Class 52 contains 22022 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18832 members 
Mstep: Class 55 contains 2895 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39268 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3350 members 
Mstep: Class 60 contains 7389 members 
Mstep: Class 61 contains 43718 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284368.000000 Penalty: 219852.140625
Iteration 267Q: 64 clusters Score -1.392844e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109606 members 
Mstep: Class 2 contains 14020 members 
Mstep: Class 3 contains 52250 members 
Mstep: Class 4 contains 7794 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 6 contains 11556 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213038 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11840 members 
Mstep: Class 11 contains 10774 members 
Mstep: Class 12 contains 14405 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 46673 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 6418 members 
Mstep: Class 19 contains 141208 members 
Mstep: Class 20 contains 3007 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 18090 members 
Mstep: Class 23 contains 10471 members 
Mstep: Class 24 contains 12794 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 31233 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26739 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 15388 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12090 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7326 members 
Mstep: Class 42 contains 13815 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17855 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4484 members 
Mstep: Class 48 contains 7160 members 
Mstep: Class 49 contains 24519 members 
Mstep: Class 50 contains 7543 members 
Mstep: Class 51 contains 13901 members 
Mstep: Class 52 contains 22028 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18830 members 
Mstep: Class 55 contains 2901 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39244 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3388 members 
Mstep: Class 60 contains 7403 members 
Mstep: Class 61 contains 43701 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284224.000000 Penalty: 219852.140625
Iteration 268Q: 64 clusters Score -1.392842e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 14022 members 
Mstep: Class 3 contains 52256 members 
Mstep: Class 4 contains 7794 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 6 contains 11553 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213039 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11767 members 
Mstep: Class 11 contains 10751 members 
Mstep: Class 12 contains 14369 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 46665 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 18095 members 
Mstep: Class 23 contains 10469 members 
Mstep: Class 24 contains 12792 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 31361 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26733 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8315 members 
Mstep: Class 33 contains 4686 members 
Mstep: Class 34 contains 15388 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12083 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7325 members 
Mstep: Class 42 contains 13798 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17857 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4483 members 
Mstep: Class 48 contains 7160 members 
Mstep: Class 49 contains 24519 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13901 members 
Mstep: Class 52 contains 22044 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18831 members 
Mstep: Class 55 contains 2908 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39204 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3426 members 
Mstep: Class 60 contains 7418 members 
Mstep: Class 61 contains 43689 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284304.000000 Penalty: 219852.140625
Iteration 269Q: 64 clusters Score -1.392843e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 52259 members 
Mstep: Class 4 contains 7793 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213035 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11668 members 
Mstep: Class 11 contains 10731 members 
Mstep: Class 12 contains 14336 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 46659 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 141210 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8361 members 
Mstep: Class 22 contains 18106 members 
Mstep: Class 23 contains 10470 members 
Mstep: Class 24 contains 12789 members 
Mstep: Class 25 contains 15255 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 31489 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26732 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 15388 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12066 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7325 members 
Mstep: Class 42 contains 13780 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17858 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7159 members 
Mstep: Class 49 contains 24515 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13901 members 
Mstep: Class 52 contains 22069 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18829 members 
Mstep: Class 55 contains 2914 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39179 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3465 members 
Mstep: Class 60 contains 7432 members 
Mstep: Class 61 contains 43677 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284384.000000 Penalty: 219852.140625
Iteration 270Q: 64 clusters Score -1.392844e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109591 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 52259 members 
Mstep: Class 4 contains 7793 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213039 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11590 members 
Mstep: Class 11 contains 10703 members 
Mstep: Class 12 contains 14308 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 46655 members 
Mstep: Class 15 contains 14161 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 141211 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8362 members 
Mstep: Class 22 contains 18114 members 
Mstep: Class 23 contains 10468 members 
Mstep: Class 24 contains 12783 members 
Mstep: Class 25 contains 15257 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 31614 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26727 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 15388 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12057 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7326 members 
Mstep: Class 42 contains 13754 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17859 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7154 members 
Mstep: Class 49 contains 24516 members 
Mstep: Class 50 contains 7540 members 
Mstep: Class 51 contains 13900 members 
Mstep: Class 52 contains 22090 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18826 members 
Mstep: Class 55 contains 2921 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39150 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3502 members 
Mstep: Class 60 contains 7452 members 
Mstep: Class 61 contains 43671 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284704.000000 Penalty: 219852.140625
Iteration 271Q: 64 clusters Score -1.392847e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109591 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 52257 members 
Mstep: Class 4 contains 7792 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11547 members 
Mstep: Class 7 contains 128967 members 
Mstep: Class 8 contains 213040 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11517 members 
Mstep: Class 11 contains 10681 members 
Mstep: Class 12 contains 14284 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46654 members 
Mstep: Class 15 contains 14160 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 141212 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 10469 members 
Mstep: Class 24 contains 12781 members 
Mstep: Class 25 contains 15259 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 31724 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26727 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 15388 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12042 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7325 members 
Mstep: Class 42 contains 13724 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17861 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7153 members 
Mstep: Class 49 contains 24518 members 
Mstep: Class 50 contains 7537 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22109 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18821 members 
Mstep: Class 55 contains 2925 members 
Mstep: Class 56 contains 4927 members 
Mstep: Class 57 contains 39133 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3540 members 
Mstep: Class 60 contains 7471 members 
Mstep: Class 61 contains 43654 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284704.000000 Penalty: 219852.140625
Iteration 272Q: 64 clusters Score -1.392847e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109591 members 
Mstep: Class 2 contains 14045 members 
Mstep: Class 3 contains 52260 members 
Mstep: Class 4 contains 7791 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11548 members 
Mstep: Class 7 contains 128966 members 
Mstep: Class 8 contains 213036 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11484 members 
Mstep: Class 11 contains 10658 members 
Mstep: Class 12 contains 14268 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46649 members 
Mstep: Class 15 contains 14160 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 10464 members 
Mstep: Class 24 contains 12785 members 
Mstep: Class 25 contains 15260 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 31814 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26727 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4681 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12026 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7324 members 
Mstep: Class 42 contains 13689 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17862 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7149 members 
Mstep: Class 49 contains 24519 members 
Mstep: Class 50 contains 7535 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22139 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18819 members 
Mstep: Class 55 contains 2927 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39097 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3573 members 
Mstep: Class 60 contains 7495 members 
Mstep: Class 61 contains 43638 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284800.000000 Penalty: 219852.140625
Iteration 273Q: 64 clusters Score -1.392848e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109591 members 
Mstep: Class 2 contains 14046 members 
Mstep: Class 3 contains 52258 members 
Mstep: Class 4 contains 7793 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 11548 members 
Mstep: Class 7 contains 128965 members 
Mstep: Class 8 contains 213042 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11457 members 
Mstep: Class 11 contains 10631 members 
Mstep: Class 12 contains 14237 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46640 members 
Mstep: Class 15 contains 14161 members 
Mstep: Class 16 contains 5618 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 141211 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 18111 members 
Mstep: Class 23 contains 10461 members 
Mstep: Class 24 contains 12780 members 
Mstep: Class 25 contains 15260 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 31921 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26729 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 4680 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 12011 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7322 members 
Mstep: Class 42 contains 13644 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17863 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7149 members 
Mstep: Class 49 contains 24522 members 
Mstep: Class 50 contains 7525 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22173 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18819 members 
Mstep: Class 55 contains 2928 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39060 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3610 members 
Mstep: Class 60 contains 7518 members 
Mstep: Class 61 contains 43624 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284672.000000 Penalty: 219852.140625
Iteration 274Q: 64 clusters Score -1.392847e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109581 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 52259 members 
Mstep: Class 4 contains 7796 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11550 members 
Mstep: Class 7 contains 128965 members 
Mstep: Class 8 contains 213044 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 10620 members 
Mstep: Class 12 contains 14220 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46638 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8382 members 
Mstep: Class 22 contains 18113 members 
Mstep: Class 23 contains 10456 members 
Mstep: Class 24 contains 12773 members 
Mstep: Class 25 contains 15259 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32006 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26719 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 4679 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11997 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7321 members 
Mstep: Class 42 contains 13607 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17865 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7146 members 
Mstep: Class 49 contains 24526 members 
Mstep: Class 50 contains 7521 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22202 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18818 members 
Mstep: Class 55 contains 2931 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39032 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3645 members 
Mstep: Class 60 contains 7528 members 
Mstep: Class 61 contains 43618 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284688.000000 Penalty: 219852.140625
Iteration 275Q: 64 clusters Score -1.392847e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109575 members 
Mstep: Class 2 contains 14044 members 
Mstep: Class 3 contains 52261 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 128965 members 
Mstep: Class 8 contains 213042 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 10611 members 
Mstep: Class 12 contains 14198 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46630 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 6437 members 
Mstep: Class 19 contains 141211 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 18111 members 
Mstep: Class 23 contains 10454 members 
Mstep: Class 24 contains 12774 members 
Mstep: Class 25 contains 15256 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32111 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26715 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11984 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7321 members 
Mstep: Class 42 contains 13580 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17866 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7145 members 
Mstep: Class 49 contains 24529 members 
Mstep: Class 50 contains 7517 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22222 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18818 members 
Mstep: Class 55 contains 2932 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 39002 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3679 members 
Mstep: Class 60 contains 7535 members 
Mstep: Class 61 contains 43608 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284832.000000 Penalty: 219852.140625
Iteration 276Q: 64 clusters Score -1.392848e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109569 members 
Mstep: Class 2 contains 14046 members 
Mstep: Class 3 contains 52261 members 
Mstep: Class 4 contains 7799 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11556 members 
Mstep: Class 7 contains 128965 members 
Mstep: Class 8 contains 213043 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 10600 members 
Mstep: Class 12 contains 14178 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 46619 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 141208 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 8381 members 
Mstep: Class 22 contains 18108 members 
Mstep: Class 23 contains 10451 members 
Mstep: Class 24 contains 12775 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32195 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26717 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15385 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11977 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7323 members 
Mstep: Class 42 contains 13544 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17870 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7143 members 
Mstep: Class 49 contains 24530 members 
Mstep: Class 50 contains 7512 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22236 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18816 members 
Mstep: Class 55 contains 2938 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38988 members 
Mstep: Class 58 contains 1796 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 7539 members 
Mstep: Class 61 contains 43596 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284768.000000 Penalty: 219852.140625
Iteration 277Q: 64 clusters Score -1.392848e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 14048 members 
Mstep: Class 3 contains 52262 members 
Mstep: Class 4 contains 7799 members 
Mstep: Class 5 contains 5733 members 
Mstep: Class 6 contains 11558 members 
Mstep: Class 7 contains 128965 members 
Mstep: Class 8 contains 213044 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 10580 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46621 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8381 members 
Mstep: Class 22 contains 18105 members 
Mstep: Class 23 contains 10451 members 
Mstep: Class 24 contains 12770 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32261 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26715 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8315 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11974 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7324 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17871 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7137 members 
Mstep: Class 49 contains 24532 members 
Mstep: Class 50 contains 7510 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22261 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18812 members 
Mstep: Class 55 contains 2941 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38971 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3749 members 
Mstep: Class 60 contains 7551 members 
Mstep: Class 61 contains 43582 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284800.000000 Penalty: 219852.140625
Iteration 278Q: 64 clusters Score -1.392848e+08 nChanged 346
Entering ConstructFrom: 
Score: -139284800.000000 Penalty: 219852.140625
Entering ConstructFrom: 
Trying to split cluster 1 (109557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Entering Unmasked Estep 
Score: -12324406.000000 Penalty: 2877.841797
	Iteration 0F: 2 clusters Score -1.232441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -12251145.000000 Penalty: 5755.683594
	Iteration 0F: 3 clusters Score -1.225114e+07 nChanged 52061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -12281029.000000 Penalty: 5755.683594
	Iteration 1F: 3 clusters Score -1.228103e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -12281814.000000 Penalty: 5755.683594
	Iteration 2Q: 3 clusters Score -1.228181e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -12282742.000000 Penalty: 5755.683594
	Iteration 3Q: 3 clusters Score -1.228274e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -12283743.000000 Penalty: 5755.683594
	Iteration 4Q: 3 clusters Score -1.228374e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -12285121.000000 Penalty: 5755.683594
	Iteration 5Q: 3 clusters Score -1.228512e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -12286853.000000 Penalty: 5755.683594
	Iteration 6Q: 3 clusters Score -1.228685e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -12288867.000000 Penalty: 5755.683594
	Iteration 7Q: 3 clusters Score -1.228887e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -12291073.000000 Penalty: 5755.683594
	Iteration 8Q: 3 clusters Score -1.229107e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -12293584.000000 Penalty: 5755.683594
	Iteration 9Q: 3 clusters Score -1.229358e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -12296345.000000 Penalty: 5755.683594
	Iteration 10Q: 3 clusters Score -1.229634e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -12299343.000000 Penalty: 5755.683594
	Iteration 11Q: 3 clusters Score -1.229934e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -12302840.000000 Penalty: 5755.683594
	Iteration 12Q: 3 clusters Score -1.230284e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -12306568.000000 Penalty: 5755.683594
	Iteration 13Q: 3 clusters Score -1.230657e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -12310198.000000 Penalty: 5755.683594
	Iteration 14Q: 3 clusters Score -1.23102e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -12313124.000000 Penalty: 5755.683594
	Iteration 15Q: 3 clusters Score -1.231312e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -12315118.000000 Penalty: 5755.683594
	Iteration 16Q: 3 clusters Score -1.231512e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -12316585.000000 Penalty: 5755.683594
	Iteration 17Q: 3 clusters Score -1.231658e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -12317781.000000 Penalty: 5755.683594
	Iteration 18Q: 3 clusters Score -1.231778e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -12318903.000000 Penalty: 5755.683594
	Iteration 19Q: 3 clusters Score -1.23189e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -12319698.000000 Penalty: 5755.683594
	Iteration 20F: 3 clusters Score -1.23197e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -12320268.000000 Penalty: 5755.683594
	Iteration 21Q: 3 clusters Score -1.232027e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 107009 members 
Entering Unmasked Estep 
Score: -12320713.000000 Penalty: 5755.683594
	Iteration 22Q: 3 clusters Score -1.232071e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -12321119.000000 Penalty: 5755.683594
	Iteration 23Q: 3 clusters Score -1.232112e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -12321379.000000 Penalty: 5755.683594
	Iteration 24Q: 3 clusters Score -1.232138e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -12321583.000000 Penalty: 5755.683594
	Iteration 25Q: 3 clusters Score -1.232158e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 108188 members 
Entering Unmasked Estep 
Score: -12321742.000000 Penalty: 5755.683594
	Iteration 26Q: 3 clusters Score -1.232174e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -12321829.000000 Penalty: 5755.683594
	Iteration 27Q: 3 clusters Score -1.232183e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 108359 members 
Entering Unmasked Estep 
Score: -12321873.000000 Penalty: 5755.683594
	Iteration 28Q: 3 clusters Score -1.232187e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -12321904.000000 Penalty: 5755.683594
	Iteration 29Q: 3 clusters Score -1.23219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 108429 members 
Entering Unmasked Estep 
Score: -12321954.000000 Penalty: 5755.683594
	Iteration 30Q: 3 clusters Score -1.232195e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -12321972.000000 Penalty: 5755.683594
	Iteration 31Q: 3 clusters Score -1.232197e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 108471 members 
Entering Unmasked Estep 
Score: -12322004.000000 Penalty: 5755.683594
	Iteration 32Q: 3 clusters Score -1.2322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 108484 members 
Entering Unmasked Estep 
Score: -12321998.000000 Penalty: 5755.683594
	Iteration 33Q: 3 clusters Score -1.2322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -12322004.000000 Penalty: 5755.683594
	Iteration 34Q: 3 clusters Score -1.2322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 108509 members 
Entering Unmasked Estep 
Score: -12322022.000000 Penalty: 5755.683594
	Iteration 35Q: 3 clusters Score -1.232202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 108522 members 
Entering Unmasked Estep 
Score: -12322017.000000 Penalty: 5755.683594
	Iteration 36Q: 3 clusters Score -1.232202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 108534 members 
Entering Unmasked Estep 
Score: -12322052.000000 Penalty: 5755.683594
	Iteration 37Q: 3 clusters Score -1.232205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -12322055.000000 Penalty: 5755.683594
	Iteration 38Q: 3 clusters Score -1.232206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -12322052.000000 Penalty: 5755.683594
	Iteration 39Q: 3 clusters Score -1.232205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -12322053.000000 Penalty: 5755.683594
	Iteration 40F: 3 clusters Score -1.232205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 108574 members 
Entering Unmasked Estep 
Score: -12322058.000000 Penalty: 5755.683594
	Iteration 41Q: 3 clusters Score -1.232206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -12322056.000000 Penalty: 5755.683594
	Iteration 42Q: 3 clusters Score -1.232206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -12322065.000000 Penalty: 5755.683594
	Iteration 43Q: 3 clusters Score -1.232206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -12322062.000000 Penalty: 5755.683594
	Iteration 44Q: 3 clusters Score -1.232206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -12322067.000000 Penalty: 5755.683594
	Iteration 45Q: 3 clusters Score -1.232207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -12322066.000000 Penalty: 5755.683594
	Iteration 46Q: 3 clusters Score -1.232207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 108609 members 
Entering Unmasked Estep 
Score: -12322073.000000 Penalty: 5755.683594
	Iteration 47Q: 3 clusters Score -1.232207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -12322083.000000 Penalty: 5755.683594
	Iteration 48Q: 3 clusters Score -1.232208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 108614 members 
Entering Unmasked Estep 
Score: -12322077.000000 Penalty: 5755.683594
	Iteration 49Q: 3 clusters Score -1.232208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 108616 members 
Entering Unmasked Estep 
Score: -12322082.000000 Penalty: 5755.683594
	Iteration 50Q: 3 clusters Score -1.232208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 108618 members 
Entering Unmasked Estep 
Score: -12322081.000000 Penalty: 5755.683594
	Iteration 51Q: 3 clusters Score -1.232208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 108621 members 
Entering Unmasked Estep 
Score: -12322080.000000 Penalty: 5755.683594
	Iteration 52Q: 3 clusters Score -1.232208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 108622 members 
Entering Unmasked Estep 
Score: -12322080.000000 Penalty: 5755.683594
	Iteration 53Q: 3 clusters Score -1.232208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -12322080.000000 Penalty: 5755.683594
	Iteration 54Q: 3 clusters Score -1.232208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -12322080.000000 Penalty: 5755.683594
	Iteration 55F: 3 clusters Score -1.232208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Entering Unmasked Estep 
Score: -1536211.875000 Penalty: 2368.511230
	Iteration 0F: 2 clusters Score -1536212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1526015.000000 Penalty: 4737.022461
	Iteration 0F: 3 clusters Score -1526015 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1529544.750000 Penalty: 4737.022461
	Iteration 1F: 3 clusters Score -1529545 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1530407.250000 Penalty: 4737.022461
	Iteration 2F: 3 clusters Score -1530407 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1531223.750000 Penalty: 4737.022461
	Iteration 3F: 3 clusters Score -1531224 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1531917.750000 Penalty: 4737.022461
	Iteration 4F: 3 clusters Score -1531918 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1532450.250000 Penalty: 4737.022461
	Iteration 5F: 3 clusters Score -1532450 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1532881.000000 Penalty: 4737.022461
	Iteration 6F: 3 clusters Score -1532881 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1533215.625000 Penalty: 4737.022461
	Iteration 7Q: 3 clusters Score -1533216 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1533509.375000 Penalty: 4737.022461
	Iteration 8Q: 3 clusters Score -1533509 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1533717.750000 Penalty: 4737.022461
	Iteration 9Q: 3 clusters Score -1533718 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1533865.250000 Penalty: 4737.022461
	Iteration 10Q: 3 clusters Score -1533865 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1534012.250000 Penalty: 4737.022461
	Iteration 11Q: 3 clusters Score -1534012 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1534147.125000 Penalty: 4737.022461
	Iteration 12Q: 3 clusters Score -1534147 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1534275.000000 Penalty: 4737.022461
	Iteration 13Q: 3 clusters Score -1534275 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1534389.875000 Penalty: 4737.022461
	Iteration 14Q: 3 clusters Score -1534390 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1534488.500000 Penalty: 4737.022461
	Iteration 15Q: 3 clusters Score -1534488 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1534557.125000 Penalty: 4737.022461
	Iteration 16Q: 3 clusters Score -1534557 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1534625.000000 Penalty: 4737.022461
	Iteration 17Q: 3 clusters Score -1534625 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1534681.000000 Penalty: 4737.022461
	Iteration 18Q: 3 clusters Score -1534681 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1534736.750000 Penalty: 4737.022461
	Iteration 19Q: 3 clusters Score -1534737 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1534805.875000 Penalty: 4737.022461
	Iteration 20F: 3 clusters Score -1534806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1534851.875000 Penalty: 4737.022461
	Iteration 21Q: 3 clusters Score -1534852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1534887.875000 Penalty: 4737.022461
	Iteration 22Q: 3 clusters Score -1534888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1534910.750000 Penalty: 4737.022461
	Iteration 23Q: 3 clusters Score -1534911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1534938.125000 Penalty: 4737.022461
	Iteration 24Q: 3 clusters Score -1534938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1534954.250000 Penalty: 4737.022461
	Iteration 25Q: 3 clusters Score -1534954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1534968.750000 Penalty: 4737.022461
	Iteration 26Q: 3 clusters Score -1534969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1534993.375000 Penalty: 4737.022461
	Iteration 27Q: 3 clusters Score -1534993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1535005.875000 Penalty: 4737.022461
	Iteration 28Q: 3 clusters Score -1535006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1535017.000000 Penalty: 4737.022461
	Iteration 29Q: 3 clusters Score -1535017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1535023.875000 Penalty: 4737.022461
	Iteration 30Q: 3 clusters Score -1535024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1535026.375000 Penalty: 4737.022461
	Iteration 31Q: 3 clusters Score -1535026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1535025.875000 Penalty: 4737.022461
	Iteration 32Q: 3 clusters Score -1535026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1535032.500000 Penalty: 4737.022461
	Iteration 33Q: 3 clusters Score -1535032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1535035.750000 Penalty: 4737.022461
	Iteration 34Q: 3 clusters Score -1535036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1535033.500000 Penalty: 4737.022461
	Iteration 35Q: 3 clusters Score -1535034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1535038.125000 Penalty: 4737.022461
	Iteration 36Q: 3 clusters Score -1535038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1535040.125000 Penalty: 4737.022461
	Iteration 37Q: 3 clusters Score -1535040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1535041.125000 Penalty: 4737.022461
	Iteration 38Q: 3 clusters Score -1535041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1535036.000000 Penalty: 4737.022461
	Iteration 39Q: 3 clusters Score -1535036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1535041.500000 Penalty: 4737.022461
	Iteration 40F: 3 clusters Score -1535042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1535040.625000 Penalty: 4737.022461
	Iteration 41Q: 3 clusters Score -1535041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1535041.500000 Penalty: 4737.022461
	Iteration 42Q: 3 clusters Score -1535042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1535044.500000 Penalty: 4737.022461
	Iteration 43Q: 3 clusters Score -1535044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1535040.625000 Penalty: 4737.022461
	Iteration 44Q: 3 clusters Score -1535041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1535040.125000 Penalty: 4737.022461
	Iteration 45Q: 3 clusters Score -1535040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1535043.500000 Penalty: 4737.022461
	Iteration 46Q: 3 clusters Score -1535044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1535043.500000 Penalty: 4737.022461
	Iteration 47F: 3 clusters Score -1535044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Entering Unmasked Estep 
Score: -5962398.000000 Penalty: 2694.282959
	Iteration 0F: 2 clusters Score -5962398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5927233.000000 Penalty: 5388.565918
	Iteration 0F: 3 clusters Score -5927233 nChanged 24221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -5940384.500000 Penalty: 5388.565918
	Iteration 1F: 3 clusters Score -5940384 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -5940906.000000 Penalty: 5388.565918
	Iteration 2Q: 3 clusters Score -5940906 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5941388.000000 Penalty: 5388.565918
	Iteration 3Q: 3 clusters Score -5941388 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -5941913.000000 Penalty: 5388.565918
	Iteration 4Q: 3 clusters Score -5941913 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -5942407.500000 Penalty: 5388.565918
	Iteration 5Q: 3 clusters Score -5942408 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -5942866.000000 Penalty: 5388.565918
	Iteration 6Q: 3 clusters Score -5942866 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -5943405.000000 Penalty: 5388.565918
	Iteration 7Q: 3 clusters Score -5943405 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -5944104.000000 Penalty: 5388.565918
	Iteration 8Q: 3 clusters Score -5944104 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5944829.000000 Penalty: 5388.565918
	Iteration 9Q: 3 clusters Score -5944829 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5945584.500000 Penalty: 5388.565918
	Iteration 10Q: 3 clusters Score -5945584 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -5946463.500000 Penalty: 5388.565918
	Iteration 11Q: 3 clusters Score -5946464 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -5947582.500000 Penalty: 5388.565918
	Iteration 12Q: 3 clusters Score -5947582 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -5948909.500000 Penalty: 5388.565918
	Iteration 13Q: 3 clusters Score -5948910 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -5950264.500000 Penalty: 5388.565918
	Iteration 14Q: 3 clusters Score -5950264 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5951695.000000 Penalty: 5388.565918
	Iteration 15Q: 3 clusters Score -5951695 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -5953130.000000 Penalty: 5388.565918
	Iteration 16Q: 3 clusters Score -5953130 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -5954483.500000 Penalty: 5388.565918
	Iteration 17Q: 3 clusters Score -5954484 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5955746.000000 Penalty: 5388.565918
	Iteration 18Q: 3 clusters Score -5955746 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -5956961.000000 Penalty: 5388.565918
	Iteration 19Q: 3 clusters Score -5956961 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -5957985.000000 Penalty: 5388.565918
	Iteration 20F: 3 clusters Score -5957985 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5958792.500000 Penalty: 5388.565918
	Iteration 21Q: 3 clusters Score -5958792 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5959370.500000 Penalty: 5388.565918
	Iteration 22Q: 3 clusters Score -5959370 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5959833.500000 Penalty: 5388.565918
	Iteration 23Q: 3 clusters Score -5959834 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5960093.000000 Penalty: 5388.565918
	Iteration 24Q: 3 clusters Score -5960093 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5960280.000000 Penalty: 5388.565918
	Iteration 25Q: 3 clusters Score -5960280 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5960405.000000 Penalty: 5388.565918
	Iteration 26Q: 3 clusters Score -5960405 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5960446.000000 Penalty: 5388.565918
	Iteration 27Q: 3 clusters Score -5960446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5960490.000000 Penalty: 5388.565918
	Iteration 28Q: 3 clusters Score -5960490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5960516.000000 Penalty: 5388.565918
	Iteration 29Q: 3 clusters Score -5960516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5960545.500000 Penalty: 5388.565918
	Iteration 30Q: 3 clusters Score -5960546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5960551.000000 Penalty: 5388.565918
	Iteration 31Q: 3 clusters Score -5960551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5960567.000000 Penalty: 5388.565918
	Iteration 32Q: 3 clusters Score -5960567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5960572.000000 Penalty: 5388.565918
	Iteration 33Q: 3 clusters Score -5960572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5960577.500000 Penalty: 5388.565918
	Iteration 34Q: 3 clusters Score -5960578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5960582.000000 Penalty: 5388.565918
	Iteration 35Q: 3 clusters Score -5960582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5960585.500000 Penalty: 5388.565918
	Iteration 36Q: 3 clusters Score -5960586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5960586.000000 Penalty: 5388.565918
	Iteration 37Q: 3 clusters Score -5960586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5960596.500000 Penalty: 5388.565918
	Iteration 38Q: 3 clusters Score -5960596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5960584.500000 Penalty: 5388.565918
	Iteration 39Q: 3 clusters Score -5960584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5960589.500000 Penalty: 5388.565918
	Iteration 40F: 3 clusters Score -5960590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5960592.500000 Penalty: 5388.565918
	Iteration 41Q: 3 clusters Score -5960592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5960589.500000 Penalty: 5388.565918
	Iteration 42Q: 3 clusters Score -5960590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5960589.500000 Penalty: 5388.565918
	Iteration 43F: 3 clusters Score -5960590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -814730.000000 Penalty: 2222.450684
	Iteration 0F: 2 clusters Score -814730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -808444.062500 Penalty: 4444.901367
	Iteration 0F: 3 clusters Score -808444.1 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -810241.937500 Penalty: 4444.901367
	Iteration 1F: 3 clusters Score -810241.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -810674.187500 Penalty: 4444.901367
	Iteration 2F: 3 clusters Score -810674.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -811140.562500 Penalty: 4444.901367
	Iteration 3F: 3 clusters Score -811140.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -811602.625000 Penalty: 4444.901367
	Iteration 4F: 3 clusters Score -811602.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -812027.125000 Penalty: 4444.901367
	Iteration 5F: 3 clusters Score -812027.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -812358.000000 Penalty: 4444.901367
	Iteration 6F: 3 clusters Score -812358 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -812584.375000 Penalty: 4444.901367
	Iteration 7Q: 3 clusters Score -812584.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -812760.187500 Penalty: 4444.901367
	Iteration 8Q: 3 clusters Score -812760.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -812872.500000 Penalty: 4444.901367
	Iteration 9Q: 3 clusters Score -812872.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -812940.375000 Penalty: 4444.901367
	Iteration 10Q: 3 clusters Score -812940.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -812991.687500 Penalty: 4444.901367
	Iteration 11Q: 3 clusters Score -812991.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -813030.187500 Penalty: 4444.901367
	Iteration 12Q: 3 clusters Score -813030.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -813059.500000 Penalty: 4444.901367
	Iteration 13Q: 3 clusters Score -813059.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -813098.437500 Penalty: 4444.901367
	Iteration 14Q: 3 clusters Score -813098.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -813145.375000 Penalty: 4444.901367
	Iteration 15Q: 3 clusters Score -813145.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -813206.500000 Penalty: 4444.901367
	Iteration 16Q: 3 clusters Score -813206.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -813262.187500 Penalty: 4444.901367
	Iteration 17Q: 3 clusters Score -813262.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -813312.250000 Penalty: 4444.901367
	Iteration 18Q: 3 clusters Score -813312.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -813349.750000 Penalty: 4444.901367
	Iteration 19Q: 3 clusters Score -813349.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -813373.875000 Penalty: 4444.901367
	Iteration 20F: 3 clusters Score -813373.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -813401.000000 Penalty: 4444.901367
	Iteration 21Q: 3 clusters Score -813401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -813424.125000 Penalty: 4444.901367
	Iteration 22Q: 3 clusters Score -813424.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -813445.437500 Penalty: 4444.901367
	Iteration 23Q: 3 clusters Score -813445.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -813462.875000 Penalty: 4444.901367
	Iteration 24Q: 3 clusters Score -813462.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -813479.250000 Penalty: 4444.901367
	Iteration 25Q: 3 clusters Score -813479.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -813511.750000 Penalty: 4444.901367
	Iteration 26Q: 3 clusters Score -813511.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -813550.187500 Penalty: 4444.901367
	Iteration 27Q: 3 clusters Score -813550.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -813586.562500 Penalty: 4444.901367
	Iteration 28Q: 3 clusters Score -813586.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -813613.187500 Penalty: 4444.901367
	Iteration 29Q: 3 clusters Score -813613.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -813633.375000 Penalty: 4444.901367
	Iteration 30Q: 3 clusters Score -813633.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -813660.562500 Penalty: 4444.901367
	Iteration 31Q: 3 clusters Score -813660.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -813695.000000 Penalty: 4444.901367
	Iteration 32Q: 3 clusters Score -813695 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -813734.250000 Penalty: 4444.901367
	Iteration 33Q: 3 clusters Score -813734.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -813795.125000 Penalty: 4444.901367
	Iteration 34Q: 3 clusters Score -813795.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -813836.937500 Penalty: 4444.901367
	Iteration 35Q: 3 clusters Score -813836.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -813867.937500 Penalty: 4444.901367
	Iteration 36Q: 3 clusters Score -813867.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -813894.562500 Penalty: 4444.901367
	Iteration 37Q: 3 clusters Score -813894.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -813920.187500 Penalty: 4444.901367
	Iteration 38Q: 3 clusters Score -813920.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -813951.187500 Penalty: 4444.901367
	Iteration 39Q: 3 clusters Score -813951.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -813973.250000 Penalty: 4444.901367
	Iteration 40F: 3 clusters Score -813973.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -813999.625000 Penalty: 4444.901367
	Iteration 41Q: 3 clusters Score -813999.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -814026.687500 Penalty: 4444.901367
	Iteration 42Q: 3 clusters Score -814026.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -814053.687500 Penalty: 4444.901367
	Iteration 43Q: 3 clusters Score -814053.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -814085.875000 Penalty: 4444.901367
	Iteration 44Q: 3 clusters Score -814085.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -814113.937500 Penalty: 4444.901367
	Iteration 45Q: 3 clusters Score -814113.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -814138.437500 Penalty: 4444.901367
	Iteration 46Q: 3 clusters Score -814138.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -814158.625000 Penalty: 4444.901367
	Iteration 47Q: 3 clusters Score -814158.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -814174.500000 Penalty: 4444.901367
	Iteration 48Q: 3 clusters Score -814174.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -814192.562500 Penalty: 4444.901367
	Iteration 49Q: 3 clusters Score -814192.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -814202.000000 Penalty: 4444.901367
	Iteration 50Q: 3 clusters Score -814202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -814209.437500 Penalty: 4444.901367
	Iteration 51Q: 3 clusters Score -814209.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -814218.875000 Penalty: 4444.901367
	Iteration 52Q: 3 clusters Score -814218.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -814227.812500 Penalty: 4444.901367
	Iteration 53Q: 3 clusters Score -814227.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -814240.812500 Penalty: 4444.901367
	Iteration 54Q: 3 clusters Score -814240.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -814250.000000 Penalty: 4444.901367
	Iteration 55Q: 3 clusters Score -814250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -814252.125000 Penalty: 4444.901367
	Iteration 56Q: 3 clusters Score -814252.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -814258.812500 Penalty: 4444.901367
	Iteration 57Q: 3 clusters Score -814258.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -814262.250000 Penalty: 4444.901367
	Iteration 58Q: 3 clusters Score -814262.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -814266.187500 Penalty: 4444.901367
	Iteration 59Q: 3 clusters Score -814266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -814269.750000 Penalty: 4444.901367
	Iteration 60F: 3 clusters Score -814269.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -814276.250000 Penalty: 4444.901367
	Iteration 61Q: 3 clusters Score -814276.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -814282.062500 Penalty: 4444.901367
	Iteration 62Q: 3 clusters Score -814282.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -814287.875000 Penalty: 4444.901367
	Iteration 63Q: 3 clusters Score -814287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -814292.250000 Penalty: 4444.901367
	Iteration 64Q: 3 clusters Score -814292.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -814296.875000 Penalty: 4444.901367
	Iteration 65Q: 3 clusters Score -814296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -814297.250000 Penalty: 4444.901367
	Iteration 66Q: 3 clusters Score -814297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -814298.437500 Penalty: 4444.901367
	Iteration 67Q: 3 clusters Score -814298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -814298.812500 Penalty: 4444.901367
	Iteration 68Q: 3 clusters Score -814298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -814298.125000 Penalty: 4444.901367
	Iteration 69Q: 3 clusters Score -814298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -814296.687500 Penalty: 4444.901367
	Iteration 70Q: 3 clusters Score -814296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -814297.812500 Penalty: 4444.901367
	Iteration 71Q: 3 clusters Score -814297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -814296.812500 Penalty: 4444.901367
	Iteration 72Q: 3 clusters Score -814296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -814296.812500 Penalty: 4444.901367
	Iteration 73F: 3 clusters Score -814296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -582436.625000 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -582436.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -577481.187500 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -577481.2 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -578816.437500 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -578816.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -579188.312500 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -579188.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -579405.437500 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -579405.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -579596.437500 Penalty: 4292.467773
	Iteration 4Q: 3 clusters Score -579596.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -579758.187500 Penalty: 4292.467773
	Iteration 5Q: 3 clusters Score -579758.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -579906.062500 Penalty: 4292.467773
	Iteration 6Q: 3 clusters Score -579906.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -580036.250000 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -580036.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -580164.437500 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -580164.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -580302.875000 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -580302.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -580444.687500 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -580444.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -580578.937500 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -580578.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -580698.687500 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -580698.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -580823.125000 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -580823.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -580899.750000 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -580899.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -580977.062500 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -580977.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -581046.937500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -581046.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -581089.750000 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -581089.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -581114.625000 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -581114.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -581130.437500 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -581130.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -581143.937500 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -581143.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -581155.937500 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -581155.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -581164.062500 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -581164.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -581170.687500 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -581170.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -581178.375000 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -581178.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -581187.250000 Penalty: 4292.467773
	Iteration 25Q: 3 clusters Score -581187.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -581192.375000 Penalty: 4292.467773
	Iteration 26Q: 3 clusters Score -581192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -581197.375000 Penalty: 4292.467773
	Iteration 27Q: 3 clusters Score -581197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -581200.562500 Penalty: 4292.467773
	Iteration 28Q: 3 clusters Score -581200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -581202.062500 Penalty: 4292.467773
	Iteration 29Q: 3 clusters Score -581202.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -581204.437500 Penalty: 4292.467773
	Iteration 30Q: 3 clusters Score -581204.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -581208.125000 Penalty: 4292.467773
	Iteration 31Q: 3 clusters Score -581208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -581209.875000 Penalty: 4292.467773
	Iteration 32Q: 3 clusters Score -581209.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -581212.500000 Penalty: 4292.467773
	Iteration 33Q: 3 clusters Score -581212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -581216.437500 Penalty: 4292.467773
	Iteration 34Q: 3 clusters Score -581216.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -581218.875000 Penalty: 4292.467773
	Iteration 35Q: 3 clusters Score -581218.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -581224.250000 Penalty: 4292.467773
	Iteration 36Q: 3 clusters Score -581224.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -581227.312500 Penalty: 4292.467773
	Iteration 37Q: 3 clusters Score -581227.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -581235.437500 Penalty: 4292.467773
	Iteration 38Q: 3 clusters Score -581235.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -581241.875000 Penalty: 4292.467773
	Iteration 39Q: 3 clusters Score -581241.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -581250.062500 Penalty: 4292.467773
	Iteration 40F: 3 clusters Score -581250.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -581255.125000 Penalty: 4292.467773
	Iteration 41Q: 3 clusters Score -581255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -581259.250000 Penalty: 4292.467773
	Iteration 42Q: 3 clusters Score -581259.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -581260.687500 Penalty: 4292.467773
	Iteration 43Q: 3 clusters Score -581260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -581263.125000 Penalty: 4292.467773
	Iteration 44Q: 3 clusters Score -581263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -581268.125000 Penalty: 4292.467773
	Iteration 45Q: 3 clusters Score -581268.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -581269.000000 Penalty: 4292.467773
	Iteration 46Q: 3 clusters Score -581269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -581273.312500 Penalty: 4292.467773
	Iteration 47Q: 3 clusters Score -581273.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -581275.062500 Penalty: 4292.467773
	Iteration 48Q: 3 clusters Score -581275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -581276.250000 Penalty: 4292.467773
	Iteration 49Q: 3 clusters Score -581276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -581280.062500 Penalty: 4292.467773
	Iteration 50Q: 3 clusters Score -581280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -581282.062500 Penalty: 4292.467773
	Iteration 51Q: 3 clusters Score -581282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -581286.437500 Penalty: 4292.467773
	Iteration 52Q: 3 clusters Score -581286.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -581289.125000 Penalty: 4292.467773
	Iteration 53Q: 3 clusters Score -581289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -581291.875000 Penalty: 4292.467773
	Iteration 54Q: 3 clusters Score -581291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -581296.062500 Penalty: 4292.467773
	Iteration 55Q: 3 clusters Score -581296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -581298.750000 Penalty: 4292.467773
	Iteration 56Q: 3 clusters Score -581298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -581299.437500 Penalty: 4292.467773
	Iteration 57Q: 3 clusters Score -581299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -581300.000000 Penalty: 4292.467773
	Iteration 58Q: 3 clusters Score -581300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -581300.937500 Penalty: 4292.467773
	Iteration 59Q: 3 clusters Score -581300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -581305.937500 Penalty: 4292.467773
	Iteration 60F: 3 clusters Score -581305.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -581309.375000 Penalty: 4292.467773
	Iteration 61Q: 3 clusters Score -581309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -581310.062500 Penalty: 4292.467773
	Iteration 62Q: 3 clusters Score -581310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -581313.437500 Penalty: 4292.467773
	Iteration 63Q: 3 clusters Score -581313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -581314.312500 Penalty: 4292.467773
	Iteration 64Q: 3 clusters Score -581314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -581314.062500 Penalty: 4292.467773
	Iteration 65Q: 3 clusters Score -581314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -581314.875000 Penalty: 4292.467773
	Iteration 66Q: 3 clusters Score -581314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -581315.000000 Penalty: 4292.467773
	Iteration 67Q: 3 clusters Score -581315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -581316.937500 Penalty: 4292.467773
	Iteration 68Q: 3 clusters Score -581316.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -581318.812500 Penalty: 4292.467773
	Iteration 69Q: 3 clusters Score -581318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -581318.250000 Penalty: 4292.467773
	Iteration 70Q: 3 clusters Score -581318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -581318.875000 Penalty: 4292.467773
	Iteration 71Q: 3 clusters Score -581318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -581319.250000 Penalty: 4292.467773
	Iteration 72Q: 3 clusters Score -581319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -581320.125000 Penalty: 4292.467773
	Iteration 73Q: 3 clusters Score -581320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -581320.125000 Penalty: 4292.467773
	Iteration 74F: 3 clusters Score -581320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Entering Unmasked Estep 
Score: -1228184.875000 Penalty: 2320.094482
	Iteration 0F: 2 clusters Score -1228185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1219496.750000 Penalty: 4640.188965
	Iteration 0F: 3 clusters Score -1219497 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1222138.625000 Penalty: 4640.188965
	Iteration 1F: 3 clusters Score -1222139 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1222499.375000 Penalty: 4640.188965
	Iteration 2F: 3 clusters Score -1222499 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1222752.500000 Penalty: 4640.188965
	Iteration 3F: 3 clusters Score -1222752 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1222974.750000 Penalty: 4640.188965
	Iteration 4Q: 3 clusters Score -1222975 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1223164.875000 Penalty: 4640.188965
	Iteration 5Q: 3 clusters Score -1223165 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1223322.750000 Penalty: 4640.188965
	Iteration 6Q: 3 clusters Score -1223323 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1223445.375000 Penalty: 4640.188965
	Iteration 7Q: 3 clusters Score -1223445 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1223551.750000 Penalty: 4640.188965
	Iteration 8Q: 3 clusters Score -1223552 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1223647.000000 Penalty: 4640.188965
	Iteration 9Q: 3 clusters Score -1223647 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1223741.875000 Penalty: 4640.188965
	Iteration 10Q: 3 clusters Score -1223742 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1223831.000000 Penalty: 4640.188965
	Iteration 11Q: 3 clusters Score -1223831 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1223922.250000 Penalty: 4640.188965
	Iteration 12Q: 3 clusters Score -1223922 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1223996.500000 Penalty: 4640.188965
	Iteration 13Q: 3 clusters Score -1223996 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1224070.250000 Penalty: 4640.188965
	Iteration 14Q: 3 clusters Score -1224070 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1224152.250000 Penalty: 4640.188965
	Iteration 15Q: 3 clusters Score -1224152 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1224247.250000 Penalty: 4640.188965
	Iteration 16Q: 3 clusters Score -1224247 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1224371.375000 Penalty: 4640.188965
	Iteration 17Q: 3 clusters Score -1224371 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1224522.125000 Penalty: 4640.188965
	Iteration 18Q: 3 clusters Score -1224522 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1224687.375000 Penalty: 4640.188965
	Iteration 19Q: 3 clusters Score -1224687 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1224849.625000 Penalty: 4640.188965
	Iteration 20F: 3 clusters Score -1224850 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1225007.125000 Penalty: 4640.188965
	Iteration 21Q: 3 clusters Score -1225007 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1225181.250000 Penalty: 4640.188965
	Iteration 22Q: 3 clusters Score -1225181 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1225324.250000 Penalty: 4640.188965
	Iteration 23Q: 3 clusters Score -1225324 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1225451.875000 Penalty: 4640.188965
	Iteration 24Q: 3 clusters Score -1225452 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1225560.375000 Penalty: 4640.188965
	Iteration 25Q: 3 clusters Score -1225560 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1225642.125000 Penalty: 4640.188965
	Iteration 26Q: 3 clusters Score -1225642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1225719.625000 Penalty: 4640.188965
	Iteration 27Q: 3 clusters Score -1225720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1225763.875000 Penalty: 4640.188965
	Iteration 28Q: 3 clusters Score -1225764 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1225808.125000 Penalty: 4640.188965
	Iteration 29Q: 3 clusters Score -1225808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1225845.125000 Penalty: 4640.188965
	Iteration 30Q: 3 clusters Score -1225845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1225876.125000 Penalty: 4640.188965
	Iteration 31Q: 3 clusters Score -1225876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1225896.250000 Penalty: 4640.188965
	Iteration 32Q: 3 clusters Score -1225896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1225915.250000 Penalty: 4640.188965
	Iteration 33Q: 3 clusters Score -1225915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1225935.750000 Penalty: 4640.188965
	Iteration 34Q: 3 clusters Score -1225936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1225956.250000 Penalty: 4640.188965
	Iteration 35Q: 3 clusters Score -1225956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1225978.000000 Penalty: 4640.188965
	Iteration 36Q: 3 clusters Score -1225978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1226001.000000 Penalty: 4640.188965
	Iteration 37Q: 3 clusters Score -1226001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1226015.250000 Penalty: 4640.188965
	Iteration 38Q: 3 clusters Score -1226015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1226030.000000 Penalty: 4640.188965
	Iteration 39Q: 3 clusters Score -1226030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1226050.375000 Penalty: 4640.188965
	Iteration 40F: 3 clusters Score -1226050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1226061.875000 Penalty: 4640.188965
	Iteration 41Q: 3 clusters Score -1226062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1226077.125000 Penalty: 4640.188965
	Iteration 42Q: 3 clusters Score -1226077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1226094.000000 Penalty: 4640.188965
	Iteration 43Q: 3 clusters Score -1226094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1226102.375000 Penalty: 4640.188965
	Iteration 44Q: 3 clusters Score -1226102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1226109.875000 Penalty: 4640.188965
	Iteration 45Q: 3 clusters Score -1226110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1226119.375000 Penalty: 4640.188965
	Iteration 46Q: 3 clusters Score -1226119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1226129.500000 Penalty: 4640.188965
	Iteration 47Q: 3 clusters Score -1226130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1226140.250000 Penalty: 4640.188965
	Iteration 48Q: 3 clusters Score -1226140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1226154.125000 Penalty: 4640.188965
	Iteration 49Q: 3 clusters Score -1226154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1226160.750000 Penalty: 4640.188965
	Iteration 50Q: 3 clusters Score -1226161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1226168.500000 Penalty: 4640.188965
	Iteration 51Q: 3 clusters Score -1226168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1226182.750000 Penalty: 4640.188965
	Iteration 52Q: 3 clusters Score -1226183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1226190.875000 Penalty: 4640.188965
	Iteration 53Q: 3 clusters Score -1226191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1226201.875000 Penalty: 4640.188965
	Iteration 54Q: 3 clusters Score -1226202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1226209.375000 Penalty: 4640.188965
	Iteration 55Q: 3 clusters Score -1226209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1226218.125000 Penalty: 4640.188965
	Iteration 56Q: 3 clusters Score -1226218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1226226.125000 Penalty: 4640.188965
	Iteration 57Q: 3 clusters Score -1226226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1226224.750000 Penalty: 4640.188965
	Iteration 58Q: 3 clusters Score -1226225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1226230.000000 Penalty: 4640.188965
	Iteration 59Q: 3 clusters Score -1226230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1226234.375000 Penalty: 4640.188965
	Iteration 60F: 3 clusters Score -1226234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1226237.625000 Penalty: 4640.188965
	Iteration 61Q: 3 clusters Score -1226238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1226238.500000 Penalty: 4640.188965
	Iteration 62Q: 3 clusters Score -1226238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1226239.375000 Penalty: 4640.188965
	Iteration 63Q: 3 clusters Score -1226239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1226241.500000 Penalty: 4640.188965
	Iteration 64Q: 3 clusters Score -1226242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1226243.875000 Penalty: 4640.188965
	Iteration 65Q: 3 clusters Score -1226244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1226245.375000 Penalty: 4640.188965
	Iteration 66Q: 3 clusters Score -1226245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1226245.000000 Penalty: 4640.188965
	Iteration 67Q: 3 clusters Score -1226245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1226244.000000 Penalty: 4640.188965
	Iteration 68Q: 3 clusters Score -1226244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1226244.000000 Penalty: 4640.188965
	Iteration 69F: 3 clusters Score -1226244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128964 members 
Entering Unmasked Estep 
Score: -14535787.000000 Penalty: 2918.287598
	Iteration 0F: 2 clusters Score -1.453579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -14449210.000000 Penalty: 5836.575195
	Iteration 0F: 3 clusters Score -1.444921e+07 nChanged 61533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -14485186.000000 Penalty: 5836.575195
	Iteration 1F: 3 clusters Score -1.448519e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -14486738.000000 Penalty: 5836.575195
	Iteration 2Q: 3 clusters Score -1.448674e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -14489472.000000 Penalty: 5836.575195
	Iteration 3Q: 3 clusters Score -1.448947e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -14494454.000000 Penalty: 5836.575195
	Iteration 4F: 3 clusters Score -1.449445e+07 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -14502256.000000 Penalty: 5836.575195
	Iteration 5F: 3 clusters Score -1.450226e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -14512384.000000 Penalty: 5836.575195
	Iteration 6F: 3 clusters Score -1.451238e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 116178 members 
Entering Unmasked Estep 
Score: -14521651.000000 Penalty: 5836.575195
	Iteration 7F: 3 clusters Score -1.452165e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 122605 members 
Entering Unmasked Estep 
Score: -14527896.000000 Penalty: 5836.575195
	Iteration 8F: 3 clusters Score -1.45279e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -14530947.000000 Penalty: 5836.575195
	Iteration 9Q: 3 clusters Score -1.453095e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -14532253.000000 Penalty: 5836.575195
	Iteration 10Q: 3 clusters Score -1.453225e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 128105 members 
Entering Unmasked Estep 
Score: -14532763.000000 Penalty: 5836.575195
	Iteration 11Q: 3 clusters Score -1.453276e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 128321 members 
Entering Unmasked Estep 
Score: -14532964.000000 Penalty: 5836.575195
	Iteration 12Q: 3 clusters Score -1.453296e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 128417 members 
Entering Unmasked Estep 
Score: -14533118.000000 Penalty: 5836.575195
	Iteration 13Q: 3 clusters Score -1.453312e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 128465 members 
Entering Unmasked Estep 
Score: -14533183.000000 Penalty: 5836.575195
	Iteration 14Q: 3 clusters Score -1.453318e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -14533202.000000 Penalty: 5836.575195
	Iteration 15Q: 3 clusters Score -1.45332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 128511 members 
Entering Unmasked Estep 
Score: -14533226.000000 Penalty: 5836.575195
	Iteration 16Q: 3 clusters Score -1.453323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -14533255.000000 Penalty: 5836.575195
	Iteration 17Q: 3 clusters Score -1.453326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 128545 members 
Entering Unmasked Estep 
Score: -14533278.000000 Penalty: 5836.575195
	Iteration 18Q: 3 clusters Score -1.453328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 128555 members 
Entering Unmasked Estep 
Score: -14533288.000000 Penalty: 5836.575195
	Iteration 19Q: 3 clusters Score -1.453329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 128560 members 
Entering Unmasked Estep 
Score: -14533309.000000 Penalty: 5836.575195
	Iteration 20F: 3 clusters Score -1.453331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 128566 members 
Entering Unmasked Estep 
Score: -14533320.000000 Penalty: 5836.575195
	Iteration 21Q: 3 clusters Score -1.453332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128567 members 
Entering Unmasked Estep 
Score: -14533316.000000 Penalty: 5836.575195
	Iteration 22Q: 3 clusters Score -1.453332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128567 members 
Entering Unmasked Estep 
Score: -14533321.000000 Penalty: 5836.575195
	Iteration 23Q: 3 clusters Score -1.453332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -14533324.000000 Penalty: 5836.575195
	Iteration 24Q: 3 clusters Score -1.453332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 128572 members 
Entering Unmasked Estep 
Score: -14533321.000000 Penalty: 5836.575195
	Iteration 25Q: 3 clusters Score -1.453332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 128573 members 
Entering Unmasked Estep 
Score: -14533340.000000 Penalty: 5836.575195
	Iteration 26Q: 3 clusters Score -1.453334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 128572 members 
Entering Unmasked Estep 
Score: -14533335.000000 Penalty: 5836.575195
	Iteration 27Q: 3 clusters Score -1.453334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 128572 members 
Entering Unmasked Estep 
Score: -14533335.000000 Penalty: 5836.575195
	Iteration 28F: 3 clusters Score -1.453334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213046 members 
Entering Unmasked Estep 
Score: -24457940.000000 Penalty: 3042.777344
	Iteration 0F: 2 clusters Score -2.445794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -24335456.000000 Penalty: 6085.554688
	Iteration 0F: 3 clusters Score -2.433546e+07 nChanged 103014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -24395516.000000 Penalty: 6085.554688
	Iteration 1F: 3 clusters Score -2.439552e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -24396680.000000 Penalty: 6085.554688
	Iteration 2Q: 3 clusters Score -2.439668e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 118745 members 
Entering Unmasked Estep 
Score: -24398354.000000 Penalty: 6085.554688
	Iteration 3Q: 3 clusters Score -2.439835e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 125916 members 
Entering Unmasked Estep 
Score: -24401346.000000 Penalty: 6085.554688
	Iteration 4Q: 3 clusters Score -2.440135e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 136776 members 
Entering Unmasked Estep 
Score: -24407308.000000 Penalty: 6085.554688
	Iteration 5F: 3 clusters Score -2.440731e+07 nChanged 15592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -24417758.000000 Penalty: 6085.554688
	Iteration 6F: 3 clusters Score -2.441776e+07 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -24430908.000000 Penalty: 6085.554688
	Iteration 7F: 3 clusters Score -2.443091e+07 nChanged 17841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 189411 members 
Entering Unmasked Estep 
Score: -24441382.000000 Penalty: 6085.554688
	Iteration 8F: 3 clusters Score -2.444138e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 201223 members 
Entering Unmasked Estep 
Score: -24447718.000000 Penalty: 6085.554688
	Iteration 9F: 3 clusters Score -2.444772e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 207468 members 
Entering Unmasked Estep 
Score: -24451554.000000 Penalty: 6085.554688
	Iteration 10Q: 3 clusters Score -2.445155e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 210376 members 
Entering Unmasked Estep 
Score: -24453568.000000 Penalty: 6085.554688
	Iteration 11Q: 3 clusters Score -2.445357e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 211608 members 
Entering Unmasked Estep 
Score: -24454416.000000 Penalty: 6085.554688
	Iteration 12Q: 3 clusters Score -2.445442e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 212106 members 
Entering Unmasked Estep 
Score: -24454864.000000 Penalty: 6085.554688
	Iteration 13Q: 3 clusters Score -2.445486e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 212341 members 
Entering Unmasked Estep 
Score: -24455060.000000 Penalty: 6085.554688
	Iteration 14Q: 3 clusters Score -2.445506e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 212439 members 
Entering Unmasked Estep 
Score: -24455146.000000 Penalty: 6085.554688
	Iteration 15Q: 3 clusters Score -2.445515e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 212495 members 
Entering Unmasked Estep 
Score: -24455192.000000 Penalty: 6085.554688
	Iteration 16Q: 3 clusters Score -2.445519e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 212540 members 
Entering Unmasked Estep 
Score: -24455262.000000 Penalty: 6085.554688
	Iteration 17Q: 3 clusters Score -2.445526e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 212566 members 
Entering Unmasked Estep 
Score: -24455294.000000 Penalty: 6085.554688
	Iteration 18Q: 3 clusters Score -2.445529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 212576 members 
Entering Unmasked Estep 
Score: -24455298.000000 Penalty: 6085.554688
	Iteration 19Q: 3 clusters Score -2.44553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 212583 members 
Entering Unmasked Estep 
Score: -24455292.000000 Penalty: 6085.554688
	Iteration 20F: 3 clusters Score -2.445529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 212589 members 
Entering Unmasked Estep 
Score: -24455312.000000 Penalty: 6085.554688
	Iteration 21Q: 3 clusters Score -2.445531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 212595 members 
Entering Unmasked Estep 
Score: -24455322.000000 Penalty: 6085.554688
	Iteration 22Q: 3 clusters Score -2.445532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 212599 members 
Entering Unmasked Estep 
Score: -24455328.000000 Penalty: 6085.554688
	Iteration 23Q: 3 clusters Score -2.445533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 212602 members 
Entering Unmasked Estep 
Score: -24455326.000000 Penalty: 6085.554688
	Iteration 24Q: 3 clusters Score -2.445533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 212604 members 
Entering Unmasked Estep 
Score: -24455320.000000 Penalty: 6085.554688
	Iteration 25Q: 3 clusters Score -2.445532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 212605 members 
Entering Unmasked Estep 
Score: -24455314.000000 Penalty: 6085.554688
	Iteration 26Q: 3 clusters Score -2.445531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 212608 members 
Entering Unmasked Estep 
Score: -24455324.000000 Penalty: 6085.554688
	Iteration 27Q: 3 clusters Score -2.445532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 212608 members 
Entering Unmasked Estep 
Score: -24455312.000000 Penalty: 6085.554688
	Iteration 28Q: 3 clusters Score -2.445531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 212608 members 
Entering Unmasked Estep 
Score: -24455312.000000 Penalty: 6085.554688
	Iteration 29F: 3 clusters Score -2.445531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 369 members 
Entering Unmasked Estep 
Score: -73500.835938 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73500.84 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73720.046875 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73720.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73784.195312 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -73784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73805.507812 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73805.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73819.203125 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73827.687500 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73827.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73830.382812 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73830.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73833.929688 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -73833.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73836.585938 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -73836.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73840.296875 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -73840.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73845.062500 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -73845.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73848.265625 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -73848.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73850.039062 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -73850.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73851.390625 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -73851.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73854.125000 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -73854.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73854.937500 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -73854.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73854.937500 Penalty: 3267.424805
	Iteration 16F: 3 clusters Score -73854.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Entering Unmasked Estep 
Score: -1262738.625000 Penalty: 2315.525635
	Iteration 0F: 2 clusters Score -1262739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1254271.750000 Penalty: 4631.051270
	Iteration 0F: 3 clusters Score -1254272 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1256784.250000 Penalty: 4631.051270
	Iteration 1F: 3 clusters Score -1256784 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1257154.125000 Penalty: 4631.051270
	Iteration 2F: 3 clusters Score -1257154 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1257438.875000 Penalty: 4631.051270
	Iteration 3F: 3 clusters Score -1257439 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1257679.000000 Penalty: 4631.051270
	Iteration 4Q: 3 clusters Score -1257679 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1257907.000000 Penalty: 4631.051270
	Iteration 5Q: 3 clusters Score -1257907 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1258153.375000 Penalty: 4631.051270
	Iteration 6Q: 3 clusters Score -1258153 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1258417.125000 Penalty: 4631.051270
	Iteration 7Q: 3 clusters Score -1258417 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1258720.875000 Penalty: 4631.051270
	Iteration 8Q: 3 clusters Score -1258721 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1259062.625000 Penalty: 4631.051270
	Iteration 9Q: 3 clusters Score -1259063 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1259437.625000 Penalty: 4631.051270
	Iteration 10Q: 3 clusters Score -1259438 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1259788.000000 Penalty: 4631.051270
	Iteration 11Q: 3 clusters Score -1259788 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1260106.500000 Penalty: 4631.051270
	Iteration 12Q: 3 clusters Score -1260106 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1260362.750000 Penalty: 4631.051270
	Iteration 13Q: 3 clusters Score -1260363 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1260565.750000 Penalty: 4631.051270
	Iteration 14Q: 3 clusters Score -1260566 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1260741.625000 Penalty: 4631.051270
	Iteration 15Q: 3 clusters Score -1260742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1260895.125000 Penalty: 4631.051270
	Iteration 16Q: 3 clusters Score -1260895 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1261011.000000 Penalty: 4631.051270
	Iteration 17Q: 3 clusters Score -1261011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1261098.250000 Penalty: 4631.051270
	Iteration 18Q: 3 clusters Score -1261098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1261177.625000 Penalty: 4631.051270
	Iteration 19Q: 3 clusters Score -1261178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1261241.250000 Penalty: 4631.051270
	Iteration 20F: 3 clusters Score -1261241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1261291.500000 Penalty: 4631.051270
	Iteration 21Q: 3 clusters Score -1261292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1261341.125000 Penalty: 4631.051270
	Iteration 22Q: 3 clusters Score -1261341 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1261385.000000 Penalty: 4631.051270
	Iteration 23Q: 3 clusters Score -1261385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1261440.375000 Penalty: 4631.051270
	Iteration 24Q: 3 clusters Score -1261440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1261505.875000 Penalty: 4631.051270
	Iteration 25Q: 3 clusters Score -1261506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1261551.250000 Penalty: 4631.051270
	Iteration 26Q: 3 clusters Score -1261551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1261586.250000 Penalty: 4631.051270
	Iteration 27Q: 3 clusters Score -1261586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1261617.375000 Penalty: 4631.051270
	Iteration 28Q: 3 clusters Score -1261617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1261653.250000 Penalty: 4631.051270
	Iteration 29Q: 3 clusters Score -1261653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1261678.250000 Penalty: 4631.051270
	Iteration 30Q: 3 clusters Score -1261678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1261698.625000 Penalty: 4631.051270
	Iteration 31Q: 3 clusters Score -1261699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1261713.750000 Penalty: 4631.051270
	Iteration 32Q: 3 clusters Score -1261714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1261723.625000 Penalty: 4631.051270
	Iteration 33Q: 3 clusters Score -1261724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1261740.750000 Penalty: 4631.051270
	Iteration 34Q: 3 clusters Score -1261741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1261752.375000 Penalty: 4631.051270
	Iteration 35Q: 3 clusters Score -1261752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1261762.750000 Penalty: 4631.051270
	Iteration 36Q: 3 clusters Score -1261763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1261777.875000 Penalty: 4631.051270
	Iteration 37Q: 3 clusters Score -1261778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1261783.875000 Penalty: 4631.051270
	Iteration 38Q: 3 clusters Score -1261784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1261790.125000 Penalty: 4631.051270
	Iteration 39Q: 3 clusters Score -1261790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1261800.375000 Penalty: 4631.051270
	Iteration 40F: 3 clusters Score -1261800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1261816.000000 Penalty: 4631.051270
	Iteration 41Q: 3 clusters Score -1261816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1261826.625000 Penalty: 4631.051270
	Iteration 42Q: 3 clusters Score -1261827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1261841.500000 Penalty: 4631.051270
	Iteration 43Q: 3 clusters Score -1261842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1261855.375000 Penalty: 4631.051270
	Iteration 44Q: 3 clusters Score -1261855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1261862.375000 Penalty: 4631.051270
	Iteration 45Q: 3 clusters Score -1261862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1261868.000000 Penalty: 4631.051270
	Iteration 46Q: 3 clusters Score -1261868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1261873.000000 Penalty: 4631.051270
	Iteration 47Q: 3 clusters Score -1261873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1261877.875000 Penalty: 4631.051270
	Iteration 48Q: 3 clusters Score -1261878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1261885.000000 Penalty: 4631.051270
	Iteration 49Q: 3 clusters Score -1261885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1261887.250000 Penalty: 4631.051270
	Iteration 50Q: 3 clusters Score -1261887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1261889.750000 Penalty: 4631.051270
	Iteration 51Q: 3 clusters Score -1261890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1261891.000000 Penalty: 4631.051270
	Iteration 52Q: 3 clusters Score -1261891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1261891.500000 Penalty: 4631.051270
	Iteration 53Q: 3 clusters Score -1261892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1261892.500000 Penalty: 4631.051270
	Iteration 54Q: 3 clusters Score -1261892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1261894.875000 Penalty: 4631.051270
	Iteration 55Q: 3 clusters Score -1261895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1261897.125000 Penalty: 4631.051270
	Iteration 56Q: 3 clusters Score -1261897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1261898.000000 Penalty: 4631.051270
	Iteration 57Q: 3 clusters Score -1261898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1261900.500000 Penalty: 4631.051270
	Iteration 58Q: 3 clusters Score -1261900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1261899.500000 Penalty: 4631.051270
	Iteration 59Q: 3 clusters Score -1261900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1261899.875000 Penalty: 4631.051270
	Iteration 60F: 3 clusters Score -1261900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1102776.875000 Penalty: 2297.794922
	Iteration 0F: 2 clusters Score -1102777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1094819.625000 Penalty: 4595.589844
	Iteration 0F: 3 clusters Score -1094820 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1097185.250000 Penalty: 4595.589844
	Iteration 1F: 3 clusters Score -1097185 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1097591.875000 Penalty: 4595.589844
	Iteration 2F: 3 clusters Score -1097592 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1098023.875000 Penalty: 4595.589844
	Iteration 3F: 3 clusters Score -1098024 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1098445.125000 Penalty: 4595.589844
	Iteration 4F: 3 clusters Score -1098445 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1098784.750000 Penalty: 4595.589844
	Iteration 5F: 3 clusters Score -1098785 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1099035.500000 Penalty: 4595.589844
	Iteration 6Q: 3 clusters Score -1099036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1099245.375000 Penalty: 4595.589844
	Iteration 7Q: 3 clusters Score -1099245 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1099440.375000 Penalty: 4595.589844
	Iteration 8Q: 3 clusters Score -1099440 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1099656.000000 Penalty: 4595.589844
	Iteration 9Q: 3 clusters Score -1099656 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1099880.875000 Penalty: 4595.589844
	Iteration 10Q: 3 clusters Score -1099881 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1100109.500000 Penalty: 4595.589844
	Iteration 11Q: 3 clusters Score -1100110 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1100338.125000 Penalty: 4595.589844
	Iteration 12Q: 3 clusters Score -1100338 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1100556.375000 Penalty: 4595.589844
	Iteration 13Q: 3 clusters Score -1100556 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1100746.500000 Penalty: 4595.589844
	Iteration 14Q: 3 clusters Score -1100746 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1100884.375000 Penalty: 4595.589844
	Iteration 15Q: 3 clusters Score -1100884 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1101009.250000 Penalty: 4595.589844
	Iteration 16Q: 3 clusters Score -1101009 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1101114.250000 Penalty: 4595.589844
	Iteration 17Q: 3 clusters Score -1101114 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1101193.875000 Penalty: 4595.589844
	Iteration 18Q: 3 clusters Score -1101194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1101265.125000 Penalty: 4595.589844
	Iteration 19Q: 3 clusters Score -1101265 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1101346.000000 Penalty: 4595.589844
	Iteration 20F: 3 clusters Score -1101346 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1101412.875000 Penalty: 4595.589844
	Iteration 21Q: 3 clusters Score -1101413 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1101478.000000 Penalty: 4595.589844
	Iteration 22Q: 3 clusters Score -1101478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1101528.000000 Penalty: 4595.589844
	Iteration 23Q: 3 clusters Score -1101528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1101562.250000 Penalty: 4595.589844
	Iteration 24Q: 3 clusters Score -1101562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1101585.250000 Penalty: 4595.589844
	Iteration 25Q: 3 clusters Score -1101585 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1101605.125000 Penalty: 4595.589844
	Iteration 26Q: 3 clusters Score -1101605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1101620.625000 Penalty: 4595.589844
	Iteration 27Q: 3 clusters Score -1101621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1101633.750000 Penalty: 4595.589844
	Iteration 28Q: 3 clusters Score -1101634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1101646.375000 Penalty: 4595.589844
	Iteration 29Q: 3 clusters Score -1101646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1101659.000000 Penalty: 4595.589844
	Iteration 30Q: 3 clusters Score -1101659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1101667.375000 Penalty: 4595.589844
	Iteration 31Q: 3 clusters Score -1101667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1101675.000000 Penalty: 4595.589844
	Iteration 32Q: 3 clusters Score -1101675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1101686.125000 Penalty: 4595.589844
	Iteration 33Q: 3 clusters Score -1101686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1101695.875000 Penalty: 4595.589844
	Iteration 34Q: 3 clusters Score -1101696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1101707.250000 Penalty: 4595.589844
	Iteration 35Q: 3 clusters Score -1101707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1101720.500000 Penalty: 4595.589844
	Iteration 36Q: 3 clusters Score -1101720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1101731.750000 Penalty: 4595.589844
	Iteration 37Q: 3 clusters Score -1101732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1101735.500000 Penalty: 4595.589844
	Iteration 38Q: 3 clusters Score -1101736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1101740.250000 Penalty: 4595.589844
	Iteration 39Q: 3 clusters Score -1101740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1101743.500000 Penalty: 4595.589844
	Iteration 40F: 3 clusters Score -1101744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1101746.500000 Penalty: 4595.589844
	Iteration 41Q: 3 clusters Score -1101746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1101748.375000 Penalty: 4595.589844
	Iteration 42Q: 3 clusters Score -1101748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1101749.125000 Penalty: 4595.589844
	Iteration 43Q: 3 clusters Score -1101749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1101750.125000 Penalty: 4595.589844
	Iteration 44Q: 3 clusters Score -1101750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1101750.500000 Penalty: 4595.589844
	Iteration 45Q: 3 clusters Score -1101750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1101749.750000 Penalty: 4595.589844
	Iteration 46Q: 3 clusters Score -1101750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1101749.750000 Penalty: 4595.589844
	Iteration 47F: 3 clusters Score -1101750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Entering Unmasked Estep 
Score: -1558066.875000 Penalty: 2369.691162
	Iteration 0F: 2 clusters Score -1558067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1547792.250000 Penalty: 4739.382324
	Iteration 0F: 3 clusters Score -1547792 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1551082.375000 Penalty: 4739.382324
	Iteration 1F: 3 clusters Score -1551082 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1551707.000000 Penalty: 4739.382324
	Iteration 2F: 3 clusters Score -1551707 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1552393.000000 Penalty: 4739.382324
	Iteration 3F: 3 clusters Score -1552393 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1553061.750000 Penalty: 4739.382324
	Iteration 4F: 3 clusters Score -1553062 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1553608.500000 Penalty: 4739.382324
	Iteration 5F: 3 clusters Score -1553608 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1554124.000000 Penalty: 4739.382324
	Iteration 6F: 3 clusters Score -1554124 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1554601.500000 Penalty: 4739.382324
	Iteration 7F: 3 clusters Score -1554602 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1554989.750000 Penalty: 4739.382324
	Iteration 8Q: 3 clusters Score -1554990 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1555306.250000 Penalty: 4739.382324
	Iteration 9Q: 3 clusters Score -1555306 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1555580.875000 Penalty: 4739.382324
	Iteration 10Q: 3 clusters Score -1555581 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1555806.875000 Penalty: 4739.382324
	Iteration 11Q: 3 clusters Score -1555807 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1555994.250000 Penalty: 4739.382324
	Iteration 12Q: 3 clusters Score -1555994 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1556159.125000 Penalty: 4739.382324
	Iteration 13Q: 3 clusters Score -1556159 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1556303.125000 Penalty: 4739.382324
	Iteration 14Q: 3 clusters Score -1556303 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1556404.500000 Penalty: 4739.382324
	Iteration 15Q: 3 clusters Score -1556404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1556483.875000 Penalty: 4739.382324
	Iteration 16Q: 3 clusters Score -1556484 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1556542.875000 Penalty: 4739.382324
	Iteration 17Q: 3 clusters Score -1556543 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1556583.625000 Penalty: 4739.382324
	Iteration 18Q: 3 clusters Score -1556584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1556621.125000 Penalty: 4739.382324
	Iteration 19Q: 3 clusters Score -1556621 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1556650.125000 Penalty: 4739.382324
	Iteration 20F: 3 clusters Score -1556650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1556675.875000 Penalty: 4739.382324
	Iteration 21Q: 3 clusters Score -1556676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1556702.250000 Penalty: 4739.382324
	Iteration 22Q: 3 clusters Score -1556702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1556724.750000 Penalty: 4739.382324
	Iteration 23Q: 3 clusters Score -1556725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1556750.750000 Penalty: 4739.382324
	Iteration 24Q: 3 clusters Score -1556751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1556769.375000 Penalty: 4739.382324
	Iteration 25Q: 3 clusters Score -1556769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1556784.875000 Penalty: 4739.382324
	Iteration 26Q: 3 clusters Score -1556785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1556791.500000 Penalty: 4739.382324
	Iteration 27Q: 3 clusters Score -1556792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1556800.125000 Penalty: 4739.382324
	Iteration 28Q: 3 clusters Score -1556800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1556807.750000 Penalty: 4739.382324
	Iteration 29Q: 3 clusters Score -1556808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1556820.625000 Penalty: 4739.382324
	Iteration 30Q: 3 clusters Score -1556821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1556820.875000 Penalty: 4739.382324
	Iteration 31Q: 3 clusters Score -1556821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1556829.625000 Penalty: 4739.382324
	Iteration 32Q: 3 clusters Score -1556830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1556840.125000 Penalty: 4739.382324
	Iteration 33Q: 3 clusters Score -1556840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1556849.000000 Penalty: 4739.382324
	Iteration 34Q: 3 clusters Score -1556849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1556864.750000 Penalty: 4739.382324
	Iteration 35Q: 3 clusters Score -1556865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1556866.000000 Penalty: 4739.382324
	Iteration 36Q: 3 clusters Score -1556866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1556880.375000 Penalty: 4739.382324
	Iteration 37Q: 3 clusters Score -1556880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1556891.000000 Penalty: 4739.382324
	Iteration 38Q: 3 clusters Score -1556891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1556899.875000 Penalty: 4739.382324
	Iteration 39Q: 3 clusters Score -1556900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1556910.750000 Penalty: 4739.382324
	Iteration 40F: 3 clusters Score -1556911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1556923.625000 Penalty: 4739.382324
	Iteration 41Q: 3 clusters Score -1556924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1556937.375000 Penalty: 4739.382324
	Iteration 42Q: 3 clusters Score -1556937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1556951.375000 Penalty: 4739.382324
	Iteration 43Q: 3 clusters Score -1556951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1556956.875000 Penalty: 4739.382324
	Iteration 44Q: 3 clusters Score -1556957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1556968.250000 Penalty: 4739.382324
	Iteration 45Q: 3 clusters Score -1556968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1556972.875000 Penalty: 4739.382324
	Iteration 46Q: 3 clusters Score -1556973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1556978.000000 Penalty: 4739.382324
	Iteration 47Q: 3 clusters Score -1556978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1556980.500000 Penalty: 4739.382324
	Iteration 48Q: 3 clusters Score -1556980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1556984.500000 Penalty: 4739.382324
	Iteration 49Q: 3 clusters Score -1556984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1556987.625000 Penalty: 4739.382324
	Iteration 50Q: 3 clusters Score -1556988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1556988.625000 Penalty: 4739.382324
	Iteration 51Q: 3 clusters Score -1556989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1556992.250000 Penalty: 4739.382324
	Iteration 52Q: 3 clusters Score -1556992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1556992.875000 Penalty: 4739.382324
	Iteration 53Q: 3 clusters Score -1556993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1556996.250000 Penalty: 4739.382324
	Iteration 54Q: 3 clusters Score -1556996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1556998.625000 Penalty: 4739.382324
	Iteration 55Q: 3 clusters Score -1556999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1556998.125000 Penalty: 4739.382324
	Iteration 56Q: 3 clusters Score -1556998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1557000.375000 Penalty: 4739.382324
	Iteration 57Q: 3 clusters Score -1557000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1556998.875000 Penalty: 4739.382324
	Iteration 58Q: 3 clusters Score -1556999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1556998.500000 Penalty: 4739.382324
	Iteration 59Q: 3 clusters Score -1556998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1556998.500000 Penalty: 4739.382324
	Iteration 60F: 3 clusters Score -1556998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -396717.093750 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -396717.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -393034.656250 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -393034.7 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -393887.968750 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -393888 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -394215.250000 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -394215.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -394586.531250 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -394586.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -395102.187500 Penalty: 4071.546875
	Iteration 4F: 3 clusters Score -395102.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -395586.281250 Penalty: 4071.546875
	Iteration 5F: 3 clusters Score -395586.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -396012.187500 Penalty: 4071.546875
	Iteration 6F: 3 clusters Score -396012.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -396286.781250 Penalty: 4071.546875
	Iteration 7F: 3 clusters Score -396286.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -396408.468750 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -396408.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -396517.718750 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -396517.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -396585.937500 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -396585.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -396618.843750 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -396618.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -396633.000000 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -396633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -396641.437500 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -396641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -396642.250000 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -396642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -396642.250000 Penalty: 4071.546875
	Iteration 15F: 3 clusters Score -396642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Entering Unmasked Estep 
Score: -5270325.500000 Penalty: 2665.930664
	Iteration 0F: 2 clusters Score -5270326 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 23297 members 
Entering Unmasked Estep 
Score: -5239009.000000 Penalty: 5331.861328
	Iteration 0F: 3 clusters Score -5239009 nChanged 21426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5251513.000000 Penalty: 5331.861328
	Iteration 1F: 3 clusters Score -5251513 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -5252915.500000 Penalty: 5331.861328
	Iteration 2F: 3 clusters Score -5252916 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5254820.000000 Penalty: 5331.861328
	Iteration 3F: 3 clusters Score -5254820 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -5256870.000000 Penalty: 5331.861328
	Iteration 4F: 3 clusters Score -5256870 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -5258656.000000 Penalty: 5331.861328
	Iteration 5F: 3 clusters Score -5258656 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5259958.000000 Penalty: 5331.861328
	Iteration 6F: 3 clusters Score -5259958 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -5260789.500000 Penalty: 5331.861328
	Iteration 7Q: 3 clusters Score -5260790 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5261268.500000 Penalty: 5331.861328
	Iteration 8Q: 3 clusters Score -5261268 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -5261586.000000 Penalty: 5331.861328
	Iteration 9Q: 3 clusters Score -5261586 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -5261840.500000 Penalty: 5331.861328
	Iteration 10Q: 3 clusters Score -5261840 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -5262082.000000 Penalty: 5331.861328
	Iteration 11Q: 3 clusters Score -5262082 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5262349.500000 Penalty: 5331.861328
	Iteration 12Q: 3 clusters Score -5262350 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -5262673.000000 Penalty: 5331.861328
	Iteration 13Q: 3 clusters Score -5262673 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -5263065.500000 Penalty: 5331.861328
	Iteration 14Q: 3 clusters Score -5263066 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -5263528.000000 Penalty: 5331.861328
	Iteration 15Q: 3 clusters Score -5263528 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -5264142.000000 Penalty: 5331.861328
	Iteration 16Q: 3 clusters Score -5264142 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -5264811.000000 Penalty: 5331.861328
	Iteration 17Q: 3 clusters Score -5264811 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -5265454.000000 Penalty: 5331.861328
	Iteration 18Q: 3 clusters Score -5265454 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -5266077.500000 Penalty: 5331.861328
	Iteration 19Q: 3 clusters Score -5266078 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5266647.000000 Penalty: 5331.861328
	Iteration 20F: 3 clusters Score -5266647 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5267086.500000 Penalty: 5331.861328
	Iteration 21Q: 3 clusters Score -5267086 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5267444.500000 Penalty: 5331.861328
	Iteration 22Q: 3 clusters Score -5267444 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5267684.500000 Penalty: 5331.861328
	Iteration 23Q: 3 clusters Score -5267684 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5267881.500000 Penalty: 5331.861328
	Iteration 24Q: 3 clusters Score -5267882 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5268016.000000 Penalty: 5331.861328
	Iteration 25Q: 3 clusters Score -5268016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5268138.500000 Penalty: 5331.861328
	Iteration 26Q: 3 clusters Score -5268138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5268234.000000 Penalty: 5331.861328
	Iteration 27Q: 3 clusters Score -5268234 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5268330.000000 Penalty: 5331.861328
	Iteration 28Q: 3 clusters Score -5268330 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5268399.000000 Penalty: 5331.861328
	Iteration 29Q: 3 clusters Score -5268399 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5268456.000000 Penalty: 5331.861328
	Iteration 30Q: 3 clusters Score -5268456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5268485.500000 Penalty: 5331.861328
	Iteration 31Q: 3 clusters Score -5268486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5268527.000000 Penalty: 5331.861328
	Iteration 32Q: 3 clusters Score -5268527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5268565.500000 Penalty: 5331.861328
	Iteration 33Q: 3 clusters Score -5268566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5268582.000000 Penalty: 5331.861328
	Iteration 34Q: 3 clusters Score -5268582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5268595.500000 Penalty: 5331.861328
	Iteration 35Q: 3 clusters Score -5268596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5268626.000000 Penalty: 5331.861328
	Iteration 36Q: 3 clusters Score -5268626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5268641.000000 Penalty: 5331.861328
	Iteration 37Q: 3 clusters Score -5268641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5268665.500000 Penalty: 5331.861328
	Iteration 38Q: 3 clusters Score -5268666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5268684.000000 Penalty: 5331.861328
	Iteration 39Q: 3 clusters Score -5268684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5268703.000000 Penalty: 5331.861328
	Iteration 40F: 3 clusters Score -5268703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5268724.000000 Penalty: 5331.861328
	Iteration 41Q: 3 clusters Score -5268724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5268744.500000 Penalty: 5331.861328
	Iteration 42Q: 3 clusters Score -5268744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5268773.500000 Penalty: 5331.861328
	Iteration 43Q: 3 clusters Score -5268774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5268800.000000 Penalty: 5331.861328
	Iteration 44Q: 3 clusters Score -5268800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5268833.000000 Penalty: 5331.861328
	Iteration 45Q: 3 clusters Score -5268833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5268840.000000 Penalty: 5331.861328
	Iteration 46Q: 3 clusters Score -5268840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5268863.000000 Penalty: 5331.861328
	Iteration 47Q: 3 clusters Score -5268863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5268873.500000 Penalty: 5331.861328
	Iteration 48Q: 3 clusters Score -5268874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5268880.500000 Penalty: 5331.861328
	Iteration 49Q: 3 clusters Score -5268880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5268879.500000 Penalty: 5331.861328
	Iteration 50Q: 3 clusters Score -5268880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5268892.500000 Penalty: 5331.861328
	Iteration 51Q: 3 clusters Score -5268892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5268897.500000 Penalty: 5331.861328
	Iteration 52Q: 3 clusters Score -5268898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5268890.000000 Penalty: 5331.861328
	Iteration 53Q: 3 clusters Score -5268890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5268892.000000 Penalty: 5331.861328
	Iteration 54Q: 3 clusters Score -5268892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5268890.000000 Penalty: 5331.861328
	Iteration 55Q: 3 clusters Score -5268890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5268889.000000 Penalty: 5331.861328
	Iteration 56Q: 3 clusters Score -5268889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5268891.000000 Penalty: 5331.861328
	Iteration 57Q: 3 clusters Score -5268891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5268895.000000 Penalty: 5331.861328
	Iteration 58Q: 3 clusters Score -5268895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5268895.000000 Penalty: 5331.861328
	Iteration 59F: 3 clusters Score -5268895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -1515602.000000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -1515602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1505255.500000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -1505256 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1508590.125000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -1508590 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1509008.750000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -1509009 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1509389.250000 Penalty: 4740.925293
	Iteration 3F: 3 clusters Score -1509389 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1509818.250000 Penalty: 4740.925293
	Iteration 4F: 3 clusters Score -1509818 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1510377.500000 Penalty: 4740.925293
	Iteration 5F: 3 clusters Score -1510378 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1511116.750000 Penalty: 4740.925293
	Iteration 6F: 3 clusters Score -1511117 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1511960.125000 Penalty: 4740.925293
	Iteration 7F: 3 clusters Score -1511960 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1512671.625000 Penalty: 4740.925293
	Iteration 8F: 3 clusters Score -1512672 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1513178.000000 Penalty: 4740.925293
	Iteration 9Q: 3 clusters Score -1513178 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1513558.375000 Penalty: 4740.925293
	Iteration 10Q: 3 clusters Score -1513558 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1513871.250000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -1513871 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1514103.250000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -1514103 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1514277.500000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -1514278 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1514428.375000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -1514428 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1514528.125000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -1514528 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1514588.125000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -1514588 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1514636.375000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -1514636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1514668.500000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -1514668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1514694.625000 Penalty: 4740.925293
	Iteration 19Q: 3 clusters Score -1514695 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1514719.500000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -1514720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1514737.875000 Penalty: 4740.925293
	Iteration 21Q: 3 clusters Score -1514738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1514750.250000 Penalty: 4740.925293
	Iteration 22Q: 3 clusters Score -1514750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1514764.750000 Penalty: 4740.925293
	Iteration 23Q: 3 clusters Score -1514765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1514769.875000 Penalty: 4740.925293
	Iteration 24Q: 3 clusters Score -1514770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1514775.250000 Penalty: 4740.925293
	Iteration 25Q: 3 clusters Score -1514775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1514782.000000 Penalty: 4740.925293
	Iteration 26Q: 3 clusters Score -1514782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1514783.375000 Penalty: 4740.925293
	Iteration 27Q: 3 clusters Score -1514783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1514784.500000 Penalty: 4740.925293
	Iteration 28Q: 3 clusters Score -1514784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1514783.500000 Penalty: 4740.925293
	Iteration 29Q: 3 clusters Score -1514784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1514789.250000 Penalty: 4740.925293
	Iteration 30Q: 3 clusters Score -1514789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1514792.875000 Penalty: 4740.925293
	Iteration 31Q: 3 clusters Score -1514793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1514790.375000 Penalty: 4740.925293
	Iteration 32Q: 3 clusters Score -1514790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1514789.625000 Penalty: 4740.925293
	Iteration 33Q: 3 clusters Score -1514790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1514792.500000 Penalty: 4740.925293
	Iteration 34Q: 3 clusters Score -1514792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1514796.375000 Penalty: 4740.925293
	Iteration 35Q: 3 clusters Score -1514796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1514800.000000 Penalty: 4740.925293
	Iteration 36Q: 3 clusters Score -1514800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1514801.625000 Penalty: 4740.925293
	Iteration 37Q: 3 clusters Score -1514802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1514800.875000 Penalty: 4740.925293
	Iteration 38Q: 3 clusters Score -1514801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1514801.000000 Penalty: 4740.925293
	Iteration 39Q: 3 clusters Score -1514801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1514802.625000 Penalty: 4740.925293
	Iteration 40F: 3 clusters Score -1514803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1514804.375000 Penalty: 4740.925293
	Iteration 41Q: 3 clusters Score -1514804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1514805.375000 Penalty: 4740.925293
	Iteration 42Q: 3 clusters Score -1514805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1514808.750000 Penalty: 4740.925293
	Iteration 43Q: 3 clusters Score -1514809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1514810.875000 Penalty: 4740.925293
	Iteration 44Q: 3 clusters Score -1514811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1514814.375000 Penalty: 4740.925293
	Iteration 45Q: 3 clusters Score -1514814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1514814.000000 Penalty: 4740.925293
	Iteration 46Q: 3 clusters Score -1514814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1514820.375000 Penalty: 4740.925293
	Iteration 47Q: 3 clusters Score -1514820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1514817.125000 Penalty: 4740.925293
	Iteration 48Q: 3 clusters Score -1514817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1514817.250000 Penalty: 4740.925293
	Iteration 49Q: 3 clusters Score -1514817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1514817.375000 Penalty: 4740.925293
	Iteration 50Q: 3 clusters Score -1514817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1514818.000000 Penalty: 4740.925293
	Iteration 51Q: 3 clusters Score -1514818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1514818.000000 Penalty: 4740.925293
	Iteration 52F: 3 clusters Score -1514818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -560077.812500 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -560077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -555169.187500 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -555169.2 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -556659.000000 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -556659 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -557193.625000 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -557193.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -557595.812500 Penalty: 4282.506836
	Iteration 3F: 3 clusters Score -557595.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -557873.812500 Penalty: 4282.506836
	Iteration 4F: 3 clusters Score -557873.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -558102.812500 Penalty: 4282.506836
	Iteration 5F: 3 clusters Score -558102.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -558271.937500 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -558271.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -558426.812500 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -558426.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -558533.312500 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -558533.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -558629.312500 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -558629.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -558714.687500 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -558714.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -558784.312500 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -558784.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -558852.125000 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -558852.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -558907.437500 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -558907.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -558954.937500 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -558954.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -558982.875000 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -558982.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -559007.625000 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -559007.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -559023.937500 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -559023.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -559031.875000 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -559031.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -559040.750000 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -559040.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -559050.625000 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -559050.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -559061.437500 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -559061.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -559071.562500 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -559071.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -559082.375000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -559082.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -559092.625000 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -559092.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -559098.875000 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -559098.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -559105.312500 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -559105.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -559110.125000 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -559110.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -559115.750000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -559115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -559117.687500 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -559117.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -559118.125000 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -559118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -559123.062500 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -559123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -559126.562500 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -559126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -559130.437500 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -559130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -559135.687500 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -559135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -559139.125000 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -559139.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -559140.687500 Penalty: 4282.506836
	Iteration 36Q: 3 clusters Score -559140.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -559141.250000 Penalty: 4282.506836
	Iteration 37Q: 3 clusters Score -559141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -559143.500000 Penalty: 4282.506836
	Iteration 38Q: 3 clusters Score -559143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -559145.062500 Penalty: 4282.506836
	Iteration 39Q: 3 clusters Score -559145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -559144.562500 Penalty: 4282.506836
	Iteration 40F: 3 clusters Score -559144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -559144.625000 Penalty: 4282.506836
	Iteration 41Q: 3 clusters Score -559144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -559144.937500 Penalty: 4282.506836
	Iteration 42Q: 3 clusters Score -559144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -559144.875000 Penalty: 4282.506836
	Iteration 43Q: 3 clusters Score -559144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -559144.875000 Penalty: 4282.506836
	Iteration 44F: 3 clusters Score -559144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -403694.781250 Penalty: 2068.018555
	Iteration 0F: 2 clusters Score -403694.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -399718.562500 Penalty: 4136.037109
	Iteration 0F: 3 clusters Score -399718.6 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -400761.312500 Penalty: 4136.037109
	Iteration 1F: 3 clusters Score -400761.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -401045.593750 Penalty: 4136.037109
	Iteration 2F: 3 clusters Score -401045.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -401256.531250 Penalty: 4136.037109
	Iteration 3F: 3 clusters Score -401256.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -401417.687500 Penalty: 4136.037109
	Iteration 4Q: 3 clusters Score -401417.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -401607.375000 Penalty: 4136.037109
	Iteration 5Q: 3 clusters Score -401607.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -401801.218750 Penalty: 4136.037109
	Iteration 6Q: 3 clusters Score -401801.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -402012.718750 Penalty: 4136.037109
	Iteration 7Q: 3 clusters Score -402012.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -402206.531250 Penalty: 4136.037109
	Iteration 8Q: 3 clusters Score -402206.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -402370.593750 Penalty: 4136.037109
	Iteration 9Q: 3 clusters Score -402370.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -402484.843750 Penalty: 4136.037109
	Iteration 10Q: 3 clusters Score -402484.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -402589.750000 Penalty: 4136.037109
	Iteration 11Q: 3 clusters Score -402589.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -402667.968750 Penalty: 4136.037109
	Iteration 12Q: 3 clusters Score -402668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -402735.125000 Penalty: 4136.037109
	Iteration 13Q: 3 clusters Score -402735.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -402799.312500 Penalty: 4136.037109
	Iteration 14Q: 3 clusters Score -402799.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -402866.593750 Penalty: 4136.037109
	Iteration 15Q: 3 clusters Score -402866.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -402925.000000 Penalty: 4136.037109
	Iteration 16Q: 3 clusters Score -402925 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -402977.750000 Penalty: 4136.037109
	Iteration 17Q: 3 clusters Score -402977.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -403037.187500 Penalty: 4136.037109
	Iteration 18Q: 3 clusters Score -403037.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -403091.343750 Penalty: 4136.037109
	Iteration 19Q: 3 clusters Score -403091.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -403125.093750 Penalty: 4136.037109
	Iteration 20F: 3 clusters Score -403125.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -403146.500000 Penalty: 4136.037109
	Iteration 21Q: 3 clusters Score -403146.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -403161.031250 Penalty: 4136.037109
	Iteration 22Q: 3 clusters Score -403161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -403172.125000 Penalty: 4136.037109
	Iteration 23Q: 3 clusters Score -403172.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -403181.156250 Penalty: 4136.037109
	Iteration 24Q: 3 clusters Score -403181.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -403184.062500 Penalty: 4136.037109
	Iteration 25Q: 3 clusters Score -403184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -403185.187500 Penalty: 4136.037109
	Iteration 26Q: 3 clusters Score -403185.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -403186.750000 Penalty: 4136.037109
	Iteration 27Q: 3 clusters Score -403186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -403186.843750 Penalty: 4136.037109
	Iteration 28Q: 3 clusters Score -403186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -403187.718750 Penalty: 4136.037109
	Iteration 29Q: 3 clusters Score -403187.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -403187.718750 Penalty: 4136.037109
	Iteration 30F: 3 clusters Score -403187.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Entering Unmasked Estep 
Score: -723073.062500 Penalty: 2175.222900
	Iteration 0F: 2 clusters Score -723073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -717718.375000 Penalty: 4350.445801
	Iteration 0F: 3 clusters Score -717718.4 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -719107.125000 Penalty: 4350.445801
	Iteration 1F: 3 clusters Score -719107.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -719365.625000 Penalty: 4350.445801
	Iteration 2F: 3 clusters Score -719365.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -719557.500000 Penalty: 4350.445801
	Iteration 3F: 3 clusters Score -719557.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -719754.750000 Penalty: 4350.445801
	Iteration 4Q: 3 clusters Score -719754.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -719936.625000 Penalty: 4350.445801
	Iteration 5Q: 3 clusters Score -719936.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -720099.687500 Penalty: 4350.445801
	Iteration 6Q: 3 clusters Score -720099.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -720257.062500 Penalty: 4350.445801
	Iteration 7Q: 3 clusters Score -720257.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -720423.375000 Penalty: 4350.445801
	Iteration 8Q: 3 clusters Score -720423.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -720596.375000 Penalty: 4350.445801
	Iteration 9Q: 3 clusters Score -720596.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -720762.187500 Penalty: 4350.445801
	Iteration 10Q: 3 clusters Score -720762.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -720924.437500 Penalty: 4350.445801
	Iteration 11Q: 3 clusters Score -720924.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -721079.125000 Penalty: 4350.445801
	Iteration 12Q: 3 clusters Score -721079.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -721212.687500 Penalty: 4350.445801
	Iteration 13Q: 3 clusters Score -721212.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -721298.375000 Penalty: 4350.445801
	Iteration 14Q: 3 clusters Score -721298.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -721364.000000 Penalty: 4350.445801
	Iteration 15Q: 3 clusters Score -721364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -721399.312500 Penalty: 4350.445801
	Iteration 16Q: 3 clusters Score -721399.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -721430.375000 Penalty: 4350.445801
	Iteration 17Q: 3 clusters Score -721430.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -721458.687500 Penalty: 4350.445801
	Iteration 18Q: 3 clusters Score -721458.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -721476.375000 Penalty: 4350.445801
	Iteration 19Q: 3 clusters Score -721476.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -721489.437500 Penalty: 4350.445801
	Iteration 20F: 3 clusters Score -721489.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -721509.000000 Penalty: 4350.445801
	Iteration 21Q: 3 clusters Score -721509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -721527.187500 Penalty: 4350.445801
	Iteration 22Q: 3 clusters Score -721527.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -721540.875000 Penalty: 4350.445801
	Iteration 23Q: 3 clusters Score -721540.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -721558.312500 Penalty: 4350.445801
	Iteration 24Q: 3 clusters Score -721558.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -721578.250000 Penalty: 4350.445801
	Iteration 25Q: 3 clusters Score -721578.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -721593.625000 Penalty: 4350.445801
	Iteration 26Q: 3 clusters Score -721593.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -721607.750000 Penalty: 4350.445801
	Iteration 27Q: 3 clusters Score -721607.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -721620.375000 Penalty: 4350.445801
	Iteration 28Q: 3 clusters Score -721620.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -721629.062500 Penalty: 4350.445801
	Iteration 29Q: 3 clusters Score -721629.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -721635.437500 Penalty: 4350.445801
	Iteration 30Q: 3 clusters Score -721635.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -721639.937500 Penalty: 4350.445801
	Iteration 31Q: 3 clusters Score -721639.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -721644.312500 Penalty: 4350.445801
	Iteration 32Q: 3 clusters Score -721644.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -721646.000000 Penalty: 4350.445801
	Iteration 33Q: 3 clusters Score -721646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -721650.625000 Penalty: 4350.445801
	Iteration 34Q: 3 clusters Score -721650.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -721651.687500 Penalty: 4350.445801
	Iteration 35Q: 3 clusters Score -721651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -721654.875000 Penalty: 4350.445801
	Iteration 36Q: 3 clusters Score -721654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -721654.625000 Penalty: 4350.445801
	Iteration 37Q: 3 clusters Score -721654.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -721656.250000 Penalty: 4350.445801
	Iteration 38Q: 3 clusters Score -721656.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -721660.187500 Penalty: 4350.445801
	Iteration 39Q: 3 clusters Score -721660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -721661.437500 Penalty: 4350.445801
	Iteration 40F: 3 clusters Score -721661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -721663.187500 Penalty: 4350.445801
	Iteration 41Q: 3 clusters Score -721663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -721665.000000 Penalty: 4350.445801
	Iteration 42Q: 3 clusters Score -721665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -721667.000000 Penalty: 4350.445801
	Iteration 43Q: 3 clusters Score -721667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -721668.000000 Penalty: 4350.445801
	Iteration 44Q: 3 clusters Score -721668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -721668.625000 Penalty: 4350.445801
	Iteration 45Q: 3 clusters Score -721668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -721670.125000 Penalty: 4350.445801
	Iteration 46Q: 3 clusters Score -721670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -721671.875000 Penalty: 4350.445801
	Iteration 47Q: 3 clusters Score -721671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -721670.312500 Penalty: 4350.445801
	Iteration 48Q: 3 clusters Score -721670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -721670.375000 Penalty: 4350.445801
	Iteration 49Q: 3 clusters Score -721670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -721671.562500 Penalty: 4350.445801
	Iteration 50Q: 3 clusters Score -721671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -721671.687500 Penalty: 4350.445801
	Iteration 51Q: 3 clusters Score -721671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -721672.687500 Penalty: 4350.445801
	Iteration 52Q: 3 clusters Score -721672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -721672.875000 Penalty: 4350.445801
	Iteration 53Q: 3 clusters Score -721672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -721674.250000 Penalty: 4350.445801
	Iteration 54Q: 3 clusters Score -721674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -721674.250000 Penalty: 4350.445801
	Iteration 55F: 3 clusters Score -721674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (141209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141209 members 
Entering Unmasked Estep 
Score: -15872979.000000 Penalty: 2940.782959
	Iteration 0F: 2 clusters Score -1.587298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -15778465.000000 Penalty: 5881.565918
	Iteration 0F: 3 clusters Score -1.577846e+07 nChanged 67299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -15818054.000000 Penalty: 5881.565918
	Iteration 1F: 3 clusters Score -1.581805e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 77158 members 
Entering Unmasked Estep 
Score: -15819837.000000 Penalty: 5881.565918
	Iteration 2Q: 3 clusters Score -1.581984e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -15822376.000000 Penalty: 5881.565918
	Iteration 3Q: 3 clusters Score -1.582238e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -15826161.000000 Penalty: 5881.565918
	Iteration 4F: 3 clusters Score -1.582616e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -15831755.000000 Penalty: 5881.565918
	Iteration 5F: 3 clusters Score -1.583176e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 104345 members 
Entering Unmasked Estep 
Score: -15838704.000000 Penalty: 5881.565918
	Iteration 6F: 3 clusters Score -1.58387e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 113926 members 
Entering Unmasked Estep 
Score: -15846412.000000 Penalty: 5881.565918
	Iteration 7F: 3 clusters Score -1.584641e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 122922 members 
Entering Unmasked Estep 
Score: -15854324.000000 Penalty: 5881.565918
	Iteration 8F: 3 clusters Score -1.585432e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -15860839.000000 Penalty: 5881.565918
	Iteration 9F: 3 clusters Score -1.586084e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 135251 members 
Entering Unmasked Estep 
Score: -15865478.000000 Penalty: 5881.565918
	Iteration 10Q: 3 clusters Score -1.586548e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 138084 members 
Entering Unmasked Estep 
Score: -15868000.000000 Penalty: 5881.565918
	Iteration 11Q: 3 clusters Score -1.5868e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 139526 members 
Entering Unmasked Estep 
Score: -15869268.000000 Penalty: 5881.565918
	Iteration 12Q: 3 clusters Score -1.586927e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 140193 members 
Entering Unmasked Estep 
Score: -15869903.000000 Penalty: 5881.565918
	Iteration 13Q: 3 clusters Score -1.58699e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 140491 members 
Entering Unmasked Estep 
Score: -15870226.000000 Penalty: 5881.565918
	Iteration 14Q: 3 clusters Score -1.587023e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 140617 members 
Entering Unmasked Estep 
Score: -15870294.000000 Penalty: 5881.565918
	Iteration 15Q: 3 clusters Score -1.587029e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 140683 members 
Entering Unmasked Estep 
Score: -15870349.000000 Penalty: 5881.565918
	Iteration 16Q: 3 clusters Score -1.587035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 140714 members 
Entering Unmasked Estep 
Score: -15870396.000000 Penalty: 5881.565918
	Iteration 17Q: 3 clusters Score -1.58704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 140723 members 
Entering Unmasked Estep 
Score: -15870416.000000 Penalty: 5881.565918
	Iteration 18Q: 3 clusters Score -1.587042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -15870464.000000 Penalty: 5881.565918
	Iteration 19Q: 3 clusters Score -1.587046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 140737 members 
Entering Unmasked Estep 
Score: -15870473.000000 Penalty: 5881.565918
	Iteration 20F: 3 clusters Score -1.587047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -15870475.000000 Penalty: 5881.565918
	Iteration 21Q: 3 clusters Score -1.587048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 140750 members 
Entering Unmasked Estep 
Score: -15870479.000000 Penalty: 5881.565918
	Iteration 22Q: 3 clusters Score -1.587048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -15870498.000000 Penalty: 5881.565918
	Iteration 23Q: 3 clusters Score -1.58705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 140762 members 
Entering Unmasked Estep 
Score: -15870509.000000 Penalty: 5881.565918
	Iteration 24Q: 3 clusters Score -1.587051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 140762 members 
Entering Unmasked Estep 
Score: -15870522.000000 Penalty: 5881.565918
	Iteration 25Q: 3 clusters Score -1.587052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 140762 members 
Entering Unmasked Estep 
Score: -15870514.000000 Penalty: 5881.565918
	Iteration 26Q: 3 clusters Score -1.587051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 140761 members 
Entering Unmasked Estep 
Score: -15870525.000000 Penalty: 5881.565918
	Iteration 27Q: 3 clusters Score -1.587052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 140760 members 
Entering Unmasked Estep 
Score: -15870522.000000 Penalty: 5881.565918
	Iteration 28Q: 3 clusters Score -1.587052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -15870537.000000 Penalty: 5881.565918
	Iteration 29Q: 3 clusters Score -1.587054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 140766 members 
Entering Unmasked Estep 
Score: -15870533.000000 Penalty: 5881.565918
	Iteration 30Q: 3 clusters Score -1.587053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 140768 members 
Entering Unmasked Estep 
Score: -15870563.000000 Penalty: 5881.565918
	Iteration 31Q: 3 clusters Score -1.587056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 140771 members 
Entering Unmasked Estep 
Score: -15870570.000000 Penalty: 5881.565918
	Iteration 32Q: 3 clusters Score -1.587057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 140768 members 
Entering Unmasked Estep 
Score: -15870590.000000 Penalty: 5881.565918
	Iteration 33Q: 3 clusters Score -1.587059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 140766 members 
Entering Unmasked Estep 
Score: -15870593.000000 Penalty: 5881.565918
	Iteration 34Q: 3 clusters Score -1.587059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 140763 members 
Entering Unmasked Estep 
Score: -15870586.000000 Penalty: 5881.565918
	Iteration 35Q: 3 clusters Score -1.587059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 140763 members 
Entering Unmasked Estep 
Score: -15870586.000000 Penalty: 5881.565918
	Iteration 36F: 3 clusters Score -1.587059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -291798.343750 Penalty: 1986.404419
	Iteration 0F: 2 clusters Score -291798.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -288547.187500 Penalty: 3972.808838
	Iteration 0F: 3 clusters Score -288547.2 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289431.437500 Penalty: 3972.808838
	Iteration 1F: 3 clusters Score -289431.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -289743.937500 Penalty: 3972.808838
	Iteration 2F: 3 clusters Score -289743.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -289943.968750 Penalty: 3972.808838
	Iteration 3F: 3 clusters Score -289944 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290077.187500 Penalty: 3972.808838
	Iteration 4F: 3 clusters Score -290077.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -290166.218750 Penalty: 3972.808838
	Iteration 5Q: 3 clusters Score -290166.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -290250.156250 Penalty: 3972.808838
	Iteration 6Q: 3 clusters Score -290250.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -290316.500000 Penalty: 3972.808838
	Iteration 7Q: 3 clusters Score -290316.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -290378.000000 Penalty: 3972.808838
	Iteration 8Q: 3 clusters Score -290378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -290462.218750 Penalty: 3972.808838
	Iteration 9Q: 3 clusters Score -290462.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -290561.937500 Penalty: 3972.808838
	Iteration 10Q: 3 clusters Score -290561.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -290678.062500 Penalty: 3972.808838
	Iteration 11Q: 3 clusters Score -290678.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -290770.125000 Penalty: 3972.808838
	Iteration 12Q: 3 clusters Score -290770.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -290851.218750 Penalty: 3972.808838
	Iteration 13Q: 3 clusters Score -290851.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -290901.968750 Penalty: 3972.808838
	Iteration 14Q: 3 clusters Score -290902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -290938.718750 Penalty: 3972.808838
	Iteration 15Q: 3 clusters Score -290938.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -290975.812500 Penalty: 3972.808838
	Iteration 16Q: 3 clusters Score -290975.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -291010.250000 Penalty: 3972.808838
	Iteration 17Q: 3 clusters Score -291010.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -291029.312500 Penalty: 3972.808838
	Iteration 18Q: 3 clusters Score -291029.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -291044.781250 Penalty: 3972.808838
	Iteration 19Q: 3 clusters Score -291044.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -291062.000000 Penalty: 3972.808838
	Iteration 20F: 3 clusters Score -291062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -291075.312500 Penalty: 3972.808838
	Iteration 21Q: 3 clusters Score -291075.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -291088.531250 Penalty: 3972.808838
	Iteration 22Q: 3 clusters Score -291088.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -291094.687500 Penalty: 3972.808838
	Iteration 23Q: 3 clusters Score -291094.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -291100.562500 Penalty: 3972.808838
	Iteration 24Q: 3 clusters Score -291100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -291109.187500 Penalty: 3972.808838
	Iteration 25Q: 3 clusters Score -291109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -291118.281250 Penalty: 3972.808838
	Iteration 26Q: 3 clusters Score -291118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -291124.437500 Penalty: 3972.808838
	Iteration 27Q: 3 clusters Score -291124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -291128.843750 Penalty: 3972.808838
	Iteration 28Q: 3 clusters Score -291128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -291130.093750 Penalty: 3972.808838
	Iteration 29Q: 3 clusters Score -291130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -291130.093750 Penalty: 3972.808838
	Iteration 30F: 3 clusters Score -291130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Entering Unmasked Estep 
Score: -888441.562500 Penalty: 2240.274414
	Iteration 0F: 2 clusters Score -888441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -881803.250000 Penalty: 4480.548828
	Iteration 0F: 3 clusters Score -881803.2 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -883768.187500 Penalty: 4480.548828
	Iteration 1F: 3 clusters Score -883768.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -884118.500000 Penalty: 4480.548828
	Iteration 2F: 3 clusters Score -884118.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -884374.562500 Penalty: 4480.548828
	Iteration 3F: 3 clusters Score -884374.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -884613.187500 Penalty: 4480.548828
	Iteration 4Q: 3 clusters Score -884613.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -884883.125000 Penalty: 4480.548828
	Iteration 5Q: 3 clusters Score -884883.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -885182.812500 Penalty: 4480.548828
	Iteration 6Q: 3 clusters Score -885182.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -885559.250000 Penalty: 4480.548828
	Iteration 7F: 3 clusters Score -885559.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -885908.375000 Penalty: 4480.548828
	Iteration 8F: 3 clusters Score -885908.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -886224.250000 Penalty: 4480.548828
	Iteration 9Q: 3 clusters Score -886224.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -886543.750000 Penalty: 4480.548828
	Iteration 10Q: 3 clusters Score -886543.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -886868.312500 Penalty: 4480.548828
	Iteration 11Q: 3 clusters Score -886868.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -887216.937500 Penalty: 4480.548828
	Iteration 12Q: 3 clusters Score -887216.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -887489.625000 Penalty: 4480.548828
	Iteration 13Q: 3 clusters Score -887489.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -887685.750000 Penalty: 4480.548828
	Iteration 14Q: 3 clusters Score -887685.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -887810.875000 Penalty: 4480.548828
	Iteration 15Q: 3 clusters Score -887810.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -887891.750000 Penalty: 4480.548828
	Iteration 16Q: 3 clusters Score -887891.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -887955.437500 Penalty: 4480.548828
	Iteration 17Q: 3 clusters Score -887955.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -888004.187500 Penalty: 4480.548828
	Iteration 18Q: 3 clusters Score -888004.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -888039.937500 Penalty: 4480.548828
	Iteration 19Q: 3 clusters Score -888039.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -888074.375000 Penalty: 4480.548828
	Iteration 20F: 3 clusters Score -888074.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -888100.312500 Penalty: 4480.548828
	Iteration 21Q: 3 clusters Score -888100.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -888120.250000 Penalty: 4480.548828
	Iteration 22Q: 3 clusters Score -888120.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -888144.937500 Penalty: 4480.548828
	Iteration 23Q: 3 clusters Score -888144.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -888162.187500 Penalty: 4480.548828
	Iteration 24Q: 3 clusters Score -888162.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -888166.687500 Penalty: 4480.548828
	Iteration 25Q: 3 clusters Score -888166.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -888181.125000 Penalty: 4480.548828
	Iteration 26Q: 3 clusters Score -888181.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -888193.312500 Penalty: 4480.548828
	Iteration 27Q: 3 clusters Score -888193.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -888203.812500 Penalty: 4480.548828
	Iteration 28Q: 3 clusters Score -888203.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -888211.750000 Penalty: 4480.548828
	Iteration 29Q: 3 clusters Score -888211.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -888221.937500 Penalty: 4480.548828
	Iteration 30Q: 3 clusters Score -888221.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -888224.687500 Penalty: 4480.548828
	Iteration 31Q: 3 clusters Score -888224.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -888231.625000 Penalty: 4480.548828
	Iteration 32Q: 3 clusters Score -888231.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -888236.875000 Penalty: 4480.548828
	Iteration 33Q: 3 clusters Score -888236.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -888239.937500 Penalty: 4480.548828
	Iteration 34Q: 3 clusters Score -888239.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -888243.750000 Penalty: 4480.548828
	Iteration 35Q: 3 clusters Score -888243.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -888249.375000 Penalty: 4480.548828
	Iteration 36Q: 3 clusters Score -888249.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -888254.750000 Penalty: 4480.548828
	Iteration 37Q: 3 clusters Score -888254.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -888258.500000 Penalty: 4480.548828
	Iteration 38Q: 3 clusters Score -888258.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -888267.250000 Penalty: 4480.548828
	Iteration 39Q: 3 clusters Score -888267.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -888275.687500 Penalty: 4480.548828
	Iteration 40F: 3 clusters Score -888275.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -888284.125000 Penalty: 4480.548828
	Iteration 41Q: 3 clusters Score -888284.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -888293.687500 Penalty: 4480.548828
	Iteration 42Q: 3 clusters Score -888293.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -888303.937500 Penalty: 4480.548828
	Iteration 43Q: 3 clusters Score -888303.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -888316.750000 Penalty: 4480.548828
	Iteration 44Q: 3 clusters Score -888316.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -888327.812500 Penalty: 4480.548828
	Iteration 45Q: 3 clusters Score -888327.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -888338.312500 Penalty: 4480.548828
	Iteration 46Q: 3 clusters Score -888338.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -888350.375000 Penalty: 4480.548828
	Iteration 47Q: 3 clusters Score -888350.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -888363.250000 Penalty: 4480.548828
	Iteration 48Q: 3 clusters Score -888363.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -888374.187500 Penalty: 4480.548828
	Iteration 49Q: 3 clusters Score -888374.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -888384.625000 Penalty: 4480.548828
	Iteration 50Q: 3 clusters Score -888384.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -888391.812500 Penalty: 4480.548828
	Iteration 51Q: 3 clusters Score -888391.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -888399.000000 Penalty: 4480.548828
	Iteration 52Q: 3 clusters Score -888399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -888404.687500 Penalty: 4480.548828
	Iteration 53Q: 3 clusters Score -888404.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -888411.437500 Penalty: 4480.548828
	Iteration 54Q: 3 clusters Score -888411.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -888416.937500 Penalty: 4480.548828
	Iteration 55Q: 3 clusters Score -888416.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -888419.687500 Penalty: 4480.548828
	Iteration 56Q: 3 clusters Score -888419.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -888424.625000 Penalty: 4480.548828
	Iteration 57Q: 3 clusters Score -888424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -888427.625000 Penalty: 4480.548828
	Iteration 58Q: 3 clusters Score -888427.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -888428.312500 Penalty: 4480.548828
	Iteration 59Q: 3 clusters Score -888428.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -888436.750000 Penalty: 4480.548828
	Iteration 60F: 3 clusters Score -888436.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -888440.187500 Penalty: 4480.548828
	Iteration 61Q: 3 clusters Score -888440.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -888447.687500 Penalty: 4480.548828
	Iteration 62Q: 3 clusters Score -888447.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -888449.062500 Penalty: 4480.548828
	Iteration 63Q: 3 clusters Score -888449.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -888450.875000 Penalty: 4480.548828
	Iteration 64Q: 3 clusters Score -888450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -888452.187500 Penalty: 4480.548828
	Iteration 65Q: 3 clusters Score -888452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -888451.687500 Penalty: 4480.548828
	Iteration 66Q: 3 clusters Score -888451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -888452.625000 Penalty: 4480.548828
	Iteration 67Q: 3 clusters Score -888452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -888452.625000 Penalty: 4480.548828
	Iteration 68F: 3 clusters Score -888452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11559 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213046 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 10565 members 
Mstep: Class 12 contains 14118 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46617 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 12753 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32332 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26709 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8316 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11974 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7323 members 
Mstep: Class 42 contains 13480 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17872 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7136 members 
Mstep: Class 49 contains 24534 members 
Mstep: Class 50 contains 7508 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22290 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18808 members 
Mstep: Class 55 contains 2945 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38948 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3797 members 
Mstep: Class 60 contains 7559 members 
Mstep: Class 61 contains 43560 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9310 members 
Mstep: Class 64 contains 3167 members 
Entering Unmasked Estep 
Score: -139283792.000000 Penalty: 223341.859375
Splitting cluster 21 changes total score from -139284800.000000 to -139283792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (18112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Entering Unmasked Estep 
Score: -2085205.500000 Penalty: 2431.473877
	Iteration 0F: 2 clusters Score -2085206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2072458.375000 Penalty: 4862.947754
	Iteration 0F: 3 clusters Score -2072458 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2077084.750000 Penalty: 4862.947754
	Iteration 1F: 3 clusters Score -2077085 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2077911.375000 Penalty: 4862.947754
	Iteration 2F: 3 clusters Score -2077911 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2078982.875000 Penalty: 4862.947754
	Iteration 3F: 3 clusters Score -2078983 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2080111.250000 Penalty: 4862.947754
	Iteration 4F: 3 clusters Score -2080111 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2081165.500000 Penalty: 4862.947754
	Iteration 5F: 3 clusters Score -2081166 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2082118.875000 Penalty: 4862.947754
	Iteration 6F: 3 clusters Score -2082119 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2083036.625000 Penalty: 4862.947754
	Iteration 7Q: 3 clusters Score -2083037 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2083796.000000 Penalty: 4862.947754
	Iteration 8Q: 3 clusters Score -2083796 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2084213.375000 Penalty: 4862.947754
	Iteration 9Q: 3 clusters Score -2084213 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2084471.500000 Penalty: 4862.947754
	Iteration 10Q: 3 clusters Score -2084472 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2084630.500000 Penalty: 4862.947754
	Iteration 11Q: 3 clusters Score -2084630 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2084730.875000 Penalty: 4862.947754
	Iteration 12Q: 3 clusters Score -2084731 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2084789.000000 Penalty: 4862.947754
	Iteration 13Q: 3 clusters Score -2084789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2084822.875000 Penalty: 4862.947754
	Iteration 14Q: 3 clusters Score -2084823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2084845.375000 Penalty: 4862.947754
	Iteration 15Q: 3 clusters Score -2084845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2084863.375000 Penalty: 4862.947754
	Iteration 16Q: 3 clusters Score -2084863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2084867.750000 Penalty: 4862.947754
	Iteration 17Q: 3 clusters Score -2084868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2084871.250000 Penalty: 4862.947754
	Iteration 18Q: 3 clusters Score -2084871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2084878.375000 Penalty: 4862.947754
	Iteration 19Q: 3 clusters Score -2084878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2084876.750000 Penalty: 4862.947754
	Iteration 20F: 3 clusters Score -2084877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2084880.000000 Penalty: 4862.947754
	Iteration 21Q: 3 clusters Score -2084880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2084878.750000 Penalty: 4862.947754
	Iteration 22Q: 3 clusters Score -2084879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2084876.750000 Penalty: 4862.947754
	Iteration 23Q: 3 clusters Score -2084877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2084875.375000 Penalty: 4862.947754
	Iteration 24Q: 3 clusters Score -2084875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2084875.125000 Penalty: 4862.947754
	Iteration 25Q: 3 clusters Score -2084875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2084876.375000 Penalty: 4862.947754
	Iteration 26Q: 3 clusters Score -2084876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2084876.500000 Penalty: 4862.947754
	Iteration 27Q: 3 clusters Score -2084876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2084876.000000 Penalty: 4862.947754
	Iteration 28Q: 3 clusters Score -2084876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2084876.000000 Penalty: 4862.947754
	Iteration 29F: 3 clusters Score -2084876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Entering Unmasked Estep 
Score: -998148.062500 Penalty: 2295.128174
	Iteration 0F: 2 clusters Score -998148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -990168.250000 Penalty: 4590.256348
	Iteration 0F: 3 clusters Score -990168.2 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -992642.750000 Penalty: 4590.256348
	Iteration 1F: 3 clusters Score -992642.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -993151.625000 Penalty: 4590.256348
	Iteration 2F: 3 clusters Score -993151.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -993585.687500 Penalty: 4590.256348
	Iteration 3F: 3 clusters Score -993585.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -993989.562500 Penalty: 4590.256348
	Iteration 4F: 3 clusters Score -993989.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -994403.312500 Penalty: 4590.256348
	Iteration 5F: 3 clusters Score -994403.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -994769.500000 Penalty: 4590.256348
	Iteration 6F: 3 clusters Score -994769.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -995106.750000 Penalty: 4590.256348
	Iteration 7Q: 3 clusters Score -995106.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -995466.562500 Penalty: 4590.256348
	Iteration 8Q: 3 clusters Score -995466.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -995778.250000 Penalty: 4590.256348
	Iteration 9Q: 3 clusters Score -995778.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -996017.562500 Penalty: 4590.256348
	Iteration 10Q: 3 clusters Score -996017.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -996176.375000 Penalty: 4590.256348
	Iteration 11Q: 3 clusters Score -996176.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -996273.062500 Penalty: 4590.256348
	Iteration 12Q: 3 clusters Score -996273.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -996340.312500 Penalty: 4590.256348
	Iteration 13Q: 3 clusters Score -996340.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -996392.062500 Penalty: 4590.256348
	Iteration 14Q: 3 clusters Score -996392.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -996424.312500 Penalty: 4590.256348
	Iteration 15Q: 3 clusters Score -996424.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -996456.812500 Penalty: 4590.256348
	Iteration 16Q: 3 clusters Score -996456.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -996487.500000 Penalty: 4590.256348
	Iteration 17Q: 3 clusters Score -996487.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -996522.437500 Penalty: 4590.256348
	Iteration 18Q: 3 clusters Score -996522.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -996549.187500 Penalty: 4590.256348
	Iteration 19Q: 3 clusters Score -996549.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -996567.562500 Penalty: 4590.256348
	Iteration 20F: 3 clusters Score -996567.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -996574.937500 Penalty: 4590.256348
	Iteration 21Q: 3 clusters Score -996574.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -996584.625000 Penalty: 4590.256348
	Iteration 22Q: 3 clusters Score -996584.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -996593.812500 Penalty: 4590.256348
	Iteration 23Q: 3 clusters Score -996593.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -996604.000000 Penalty: 4590.256348
	Iteration 24Q: 3 clusters Score -996604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -996619.375000 Penalty: 4590.256348
	Iteration 25Q: 3 clusters Score -996619.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -996627.875000 Penalty: 4590.256348
	Iteration 26Q: 3 clusters Score -996627.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -996647.562500 Penalty: 4590.256348
	Iteration 27Q: 3 clusters Score -996647.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -996659.125000 Penalty: 4590.256348
	Iteration 28Q: 3 clusters Score -996659.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -996679.187500 Penalty: 4590.256348
	Iteration 29Q: 3 clusters Score -996679.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -996702.250000 Penalty: 4590.256348
	Iteration 30Q: 3 clusters Score -996702.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -996735.250000 Penalty: 4590.256348
	Iteration 31Q: 3 clusters Score -996735.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -996762.375000 Penalty: 4590.256348
	Iteration 32Q: 3 clusters Score -996762.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -996783.562500 Penalty: 4590.256348
	Iteration 33Q: 3 clusters Score -996783.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -996810.187500 Penalty: 4590.256348
	Iteration 34Q: 3 clusters Score -996810.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -996835.312500 Penalty: 4590.256348
	Iteration 35Q: 3 clusters Score -996835.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -996853.312500 Penalty: 4590.256348
	Iteration 36Q: 3 clusters Score -996853.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -996863.812500 Penalty: 4590.256348
	Iteration 37Q: 3 clusters Score -996863.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -996876.187500 Penalty: 4590.256348
	Iteration 38Q: 3 clusters Score -996876.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -996883.500000 Penalty: 4590.256348
	Iteration 39Q: 3 clusters Score -996883.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -996893.500000 Penalty: 4590.256348
	Iteration 40F: 3 clusters Score -996893.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -996904.812500 Penalty: 4590.256348
	Iteration 41Q: 3 clusters Score -996904.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -996905.937500 Penalty: 4590.256348
	Iteration 42Q: 3 clusters Score -996905.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -996909.750000 Penalty: 4590.256348
	Iteration 43Q: 3 clusters Score -996909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -996914.375000 Penalty: 4590.256348
	Iteration 44Q: 3 clusters Score -996914.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -996915.437500 Penalty: 4590.256348
	Iteration 45Q: 3 clusters Score -996915.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -996916.125000 Penalty: 4590.256348
	Iteration 46Q: 3 clusters Score -996916.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -996919.375000 Penalty: 4590.256348
	Iteration 47Q: 3 clusters Score -996919.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -996919.562500 Penalty: 4590.256348
	Iteration 48Q: 3 clusters Score -996919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -996921.125000 Penalty: 4590.256348
	Iteration 49Q: 3 clusters Score -996921.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -996924.250000 Penalty: 4590.256348
	Iteration 50Q: 3 clusters Score -996924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -996924.312500 Penalty: 4590.256348
	Iteration 51Q: 3 clusters Score -996924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -996925.250000 Penalty: 4590.256348
	Iteration 52Q: 3 clusters Score -996925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -996924.062500 Penalty: 4590.256348
	Iteration 53Q: 3 clusters Score -996924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -996923.812500 Penalty: 4590.256348
	Iteration 54Q: 3 clusters Score -996923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -996923.812500 Penalty: 4590.256348
	Iteration 55F: 3 clusters Score -996923.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Entering Unmasked Estep 
Score: -1291179.500000 Penalty: 2344.473389
	Iteration 0F: 2 clusters Score -1291180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1281771.500000 Penalty: 4688.946777
	Iteration 0F: 3 clusters Score -1281772 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1285041.500000 Penalty: 4688.946777
	Iteration 1F: 3 clusters Score -1285042 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1285610.375000 Penalty: 4688.946777
	Iteration 2F: 3 clusters Score -1285610 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1286059.875000 Penalty: 4688.946777
	Iteration 3F: 3 clusters Score -1286060 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1286501.250000 Penalty: 4688.946777
	Iteration 4F: 3 clusters Score -1286501 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1286975.375000 Penalty: 4688.946777
	Iteration 5F: 3 clusters Score -1286975 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1287409.250000 Penalty: 4688.946777
	Iteration 6F: 3 clusters Score -1287409 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1287758.625000 Penalty: 4688.946777
	Iteration 7Q: 3 clusters Score -1287759 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1288064.125000 Penalty: 4688.946777
	Iteration 8Q: 3 clusters Score -1288064 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1288255.125000 Penalty: 4688.946777
	Iteration 9Q: 3 clusters Score -1288255 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1288417.125000 Penalty: 4688.946777
	Iteration 10Q: 3 clusters Score -1288417 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1288531.500000 Penalty: 4688.946777
	Iteration 11Q: 3 clusters Score -1288532 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1288642.875000 Penalty: 4688.946777
	Iteration 12Q: 3 clusters Score -1288643 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1288717.125000 Penalty: 4688.946777
	Iteration 13Q: 3 clusters Score -1288717 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1288778.500000 Penalty: 4688.946777
	Iteration 14Q: 3 clusters Score -1288778 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1288818.000000 Penalty: 4688.946777
	Iteration 15Q: 3 clusters Score -1288818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1288853.750000 Penalty: 4688.946777
	Iteration 16Q: 3 clusters Score -1288854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1288884.000000 Penalty: 4688.946777
	Iteration 17Q: 3 clusters Score -1288884 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1288929.250000 Penalty: 4688.946777
	Iteration 18Q: 3 clusters Score -1288929 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1288984.500000 Penalty: 4688.946777
	Iteration 19Q: 3 clusters Score -1288984 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1289042.625000 Penalty: 4688.946777
	Iteration 20F: 3 clusters Score -1289043 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1289101.625000 Penalty: 4688.946777
	Iteration 21Q: 3 clusters Score -1289102 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1289155.375000 Penalty: 4688.946777
	Iteration 22Q: 3 clusters Score -1289155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1289206.250000 Penalty: 4688.946777
	Iteration 23Q: 3 clusters Score -1289206 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1289259.875000 Penalty: 4688.946777
	Iteration 24Q: 3 clusters Score -1289260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1289312.125000 Penalty: 4688.946777
	Iteration 25Q: 3 clusters Score -1289312 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1289347.500000 Penalty: 4688.946777
	Iteration 26Q: 3 clusters Score -1289348 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1289387.625000 Penalty: 4688.946777
	Iteration 27Q: 3 clusters Score -1289388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1289440.875000 Penalty: 4688.946777
	Iteration 28Q: 3 clusters Score -1289441 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1289484.500000 Penalty: 4688.946777
	Iteration 29Q: 3 clusters Score -1289484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1289529.625000 Penalty: 4688.946777
	Iteration 30Q: 3 clusters Score -1289530 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1289593.125000 Penalty: 4688.946777
	Iteration 31Q: 3 clusters Score -1289593 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1289663.500000 Penalty: 4688.946777
	Iteration 32Q: 3 clusters Score -1289664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1289715.125000 Penalty: 4688.946777
	Iteration 33Q: 3 clusters Score -1289715 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1289754.875000 Penalty: 4688.946777
	Iteration 34Q: 3 clusters Score -1289755 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1289797.625000 Penalty: 4688.946777
	Iteration 35Q: 3 clusters Score -1289798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1289827.625000 Penalty: 4688.946777
	Iteration 36Q: 3 clusters Score -1289828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1289855.250000 Penalty: 4688.946777
	Iteration 37Q: 3 clusters Score -1289855 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1289887.750000 Penalty: 4688.946777
	Iteration 38Q: 3 clusters Score -1289888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1289908.375000 Penalty: 4688.946777
	Iteration 39Q: 3 clusters Score -1289908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1289934.250000 Penalty: 4688.946777
	Iteration 40F: 3 clusters Score -1289934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1289945.000000 Penalty: 4688.946777
	Iteration 41Q: 3 clusters Score -1289945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1289956.750000 Penalty: 4688.946777
	Iteration 42Q: 3 clusters Score -1289957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1289970.000000 Penalty: 4688.946777
	Iteration 43Q: 3 clusters Score -1289970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1289980.375000 Penalty: 4688.946777
	Iteration 44Q: 3 clusters Score -1289980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1289985.000000 Penalty: 4688.946777
	Iteration 45Q: 3 clusters Score -1289985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1289996.125000 Penalty: 4688.946777
	Iteration 46Q: 3 clusters Score -1289996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1290002.375000 Penalty: 4688.946777
	Iteration 47Q: 3 clusters Score -1290002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1290009.000000 Penalty: 4688.946777
	Iteration 48Q: 3 clusters Score -1290009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1290011.750000 Penalty: 4688.946777
	Iteration 49Q: 3 clusters Score -1290012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1290020.000000 Penalty: 4688.946777
	Iteration 50Q: 3 clusters Score -1290020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1290021.250000 Penalty: 4688.946777
	Iteration 51Q: 3 clusters Score -1290021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1290020.750000 Penalty: 4688.946777
	Iteration 52Q: 3 clusters Score -1290021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1290022.875000 Penalty: 4688.946777
	Iteration 53Q: 3 clusters Score -1290023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1290020.500000 Penalty: 4688.946777
	Iteration 54Q: 3 clusters Score -1290020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1290024.375000 Penalty: 4688.946777
	Iteration 55Q: 3 clusters Score -1290024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1290022.500000 Penalty: 4688.946777
	Iteration 56Q: 3 clusters Score -1290022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1290027.250000 Penalty: 4688.946777
	Iteration 57Q: 3 clusters Score -1290027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1290024.125000 Penalty: 4688.946777
	Iteration 58Q: 3 clusters Score -1290024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1290026.000000 Penalty: 4688.946777
	Iteration 59Q: 3 clusters Score -1290026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1290029.875000 Penalty: 4688.946777
	Iteration 60F: 3 clusters Score -1290030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1290031.000000 Penalty: 4688.946777
	Iteration 61Q: 3 clusters Score -1290031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1290037.500000 Penalty: 4688.946777
	Iteration 62Q: 3 clusters Score -1290038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1290036.625000 Penalty: 4688.946777
	Iteration 63Q: 3 clusters Score -1290037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1290038.375000 Penalty: 4688.946777
	Iteration 64Q: 3 clusters Score -1290038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1290037.875000 Penalty: 4688.946777
	Iteration 65Q: 3 clusters Score -1290038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1290037.375000 Penalty: 4688.946777
	Iteration 66Q: 3 clusters Score -1290037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1290042.250000 Penalty: 4688.946777
	Iteration 67Q: 3 clusters Score -1290042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1290042.500000 Penalty: 4688.946777
	Iteration 68Q: 3 clusters Score -1290042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1290044.625000 Penalty: 4688.946777
	Iteration 69Q: 3 clusters Score -1290045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1290045.625000 Penalty: 4688.946777
	Iteration 70Q: 3 clusters Score -1290046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1290046.750000 Penalty: 4688.946777
	Iteration 71Q: 3 clusters Score -1290047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1290054.250000 Penalty: 4688.946777
	Iteration 72Q: 3 clusters Score -1290054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1290051.875000 Penalty: 4688.946777
	Iteration 73Q: 3 clusters Score -1290052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1290051.125000 Penalty: 4688.946777
	Iteration 74Q: 3 clusters Score -1290051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1290049.625000 Penalty: 4688.946777
	Iteration 75Q: 3 clusters Score -1290050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1290051.125000 Penalty: 4688.946777
	Iteration 76Q: 3 clusters Score -1290051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1290052.250000 Penalty: 4688.946777
	Iteration 77Q: 3 clusters Score -1290052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1290050.500000 Penalty: 4688.946777
	Iteration 78Q: 3 clusters Score -1290050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1290050.125000 Penalty: 4688.946777
	Iteration 79Q: 3 clusters Score -1290050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1290050.125000 Penalty: 4688.946777
	Iteration 80F: 3 clusters Score -1290050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Entering Unmasked Estep 
Score: -1628083.625000 Penalty: 2388.851562
	Iteration 0F: 2 clusters Score -1628084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1617018.625000 Penalty: 4777.703125
	Iteration 0F: 3 clusters Score -1617019 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1620837.750000 Penalty: 4777.703125
	Iteration 1F: 3 clusters Score -1620838 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1621600.375000 Penalty: 4777.703125
	Iteration 2F: 3 clusters Score -1621600 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1622479.875000 Penalty: 4777.703125
	Iteration 3F: 3 clusters Score -1622480 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1623346.000000 Penalty: 4777.703125
	Iteration 4F: 3 clusters Score -1623346 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1624132.750000 Penalty: 4777.703125
	Iteration 5F: 3 clusters Score -1624133 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1624801.750000 Penalty: 4777.703125
	Iteration 6F: 3 clusters Score -1624802 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1625303.500000 Penalty: 4777.703125
	Iteration 7Q: 3 clusters Score -1625304 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1625728.125000 Penalty: 4777.703125
	Iteration 8Q: 3 clusters Score -1625728 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1626174.375000 Penalty: 4777.703125
	Iteration 9Q: 3 clusters Score -1626174 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1626522.250000 Penalty: 4777.703125
	Iteration 10Q: 3 clusters Score -1626522 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1626742.750000 Penalty: 4777.703125
	Iteration 11Q: 3 clusters Score -1626743 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1626851.625000 Penalty: 4777.703125
	Iteration 12Q: 3 clusters Score -1626852 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1626914.625000 Penalty: 4777.703125
	Iteration 13Q: 3 clusters Score -1626915 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1626948.250000 Penalty: 4777.703125
	Iteration 14Q: 3 clusters Score -1626948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1626964.500000 Penalty: 4777.703125
	Iteration 15Q: 3 clusters Score -1626964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1626971.500000 Penalty: 4777.703125
	Iteration 16Q: 3 clusters Score -1626972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1626979.750000 Penalty: 4777.703125
	Iteration 17Q: 3 clusters Score -1626980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1626985.500000 Penalty: 4777.703125
	Iteration 18Q: 3 clusters Score -1626986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1626983.875000 Penalty: 4777.703125
	Iteration 19Q: 3 clusters Score -1626984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1626983.375000 Penalty: 4777.703125
	Iteration 20F: 3 clusters Score -1626983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1626983.625000 Penalty: 4777.703125
	Iteration 21Q: 3 clusters Score -1626984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1626988.750000 Penalty: 4777.703125
	Iteration 22Q: 3 clusters Score -1626989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1626990.750000 Penalty: 4777.703125
	Iteration 23Q: 3 clusters Score -1626991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1626988.250000 Penalty: 4777.703125
	Iteration 24Q: 3 clusters Score -1626988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1626985.500000 Penalty: 4777.703125
	Iteration 25Q: 3 clusters Score -1626986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1626990.250000 Penalty: 4777.703125
	Iteration 26Q: 3 clusters Score -1626990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1626991.750000 Penalty: 4777.703125
	Iteration 27Q: 3 clusters Score -1626992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1626991.625000 Penalty: 4777.703125
	Iteration 28Q: 3 clusters Score -1626992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1626991.625000 Penalty: 4777.703125
	Iteration 29Q: 3 clusters Score -1626992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1626992.250000 Penalty: 4777.703125
	Iteration 30Q: 3 clusters Score -1626992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1626992.875000 Penalty: 4777.703125
	Iteration 31Q: 3 clusters Score -1626993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1626994.625000 Penalty: 4777.703125
	Iteration 32Q: 3 clusters Score -1626995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1626994.125000 Penalty: 4777.703125
	Iteration 33Q: 3 clusters Score -1626994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1626994.125000 Penalty: 4777.703125
	Iteration 34F: 3 clusters Score -1626994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 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 436 members 
Entering Unmasked Estep 
Score: -81987.031250 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -81987.03 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82413.242188 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82413.24 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82641.031250 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82641.03 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82774.554688 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -82774.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82870.296875 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -82870.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82986.812500 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -82986.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83137.843750 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -83137.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83347.718750 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -83347.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83549.562500 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83549.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83640.281250 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83640.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83662.312500 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83662.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83675.054688 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83675.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83680.039062 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -83680.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83686.656250 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -83686.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83692.929688 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -83692.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83697.218750 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -83697.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83701.570312 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -83701.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83704.960938 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -83704.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83706.906250 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -83706.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -83711.359375 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -83711.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83715.570312 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -83715.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Entering Unmasked Estep 
Score: -3658519.750000 Penalty: 2575.185547
	Iteration 0F: 2 clusters Score -3658520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -3636406.500000 Penalty: 5150.371094
	Iteration 0F: 3 clusters Score -3636406 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3644578.250000 Penalty: 5150.371094
	Iteration 1F: 3 clusters Score -3644578 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3645107.250000 Penalty: 5150.371094
	Iteration 2Q: 3 clusters Score -3645107 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3645638.500000 Penalty: 5150.371094
	Iteration 3Q: 3 clusters Score -3645638 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3646258.500000 Penalty: 5150.371094
	Iteration 4Q: 3 clusters Score -3646258 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3647104.500000 Penalty: 5150.371094
	Iteration 5Q: 3 clusters Score -3647104 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3648171.000000 Penalty: 5150.371094
	Iteration 6F: 3 clusters Score -3648171 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3649580.250000 Penalty: 5150.371094
	Iteration 7F: 3 clusters Score -3649580 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3651075.000000 Penalty: 5150.371094
	Iteration 8F: 3 clusters Score -3651075 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3652283.750000 Penalty: 5150.371094
	Iteration 9F: 3 clusters Score -3652284 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3653269.500000 Penalty: 5150.371094
	Iteration 10F: 3 clusters Score -3653270 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3654005.500000 Penalty: 5150.371094
	Iteration 11Q: 3 clusters Score -3654006 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3654581.500000 Penalty: 5150.371094
	Iteration 12Q: 3 clusters Score -3654582 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3655077.000000 Penalty: 5150.371094
	Iteration 13Q: 3 clusters Score -3655077 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3655406.000000 Penalty: 5150.371094
	Iteration 14Q: 3 clusters Score -3655406 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3655610.750000 Penalty: 5150.371094
	Iteration 15Q: 3 clusters Score -3655611 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3655753.000000 Penalty: 5150.371094
	Iteration 16Q: 3 clusters Score -3655753 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3655862.250000 Penalty: 5150.371094
	Iteration 17Q: 3 clusters Score -3655862 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3655939.000000 Penalty: 5150.371094
	Iteration 18Q: 3 clusters Score -3655939 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3656022.000000 Penalty: 5150.371094
	Iteration 19Q: 3 clusters Score -3656022 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3656083.750000 Penalty: 5150.371094
	Iteration 20F: 3 clusters Score -3656084 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3656153.250000 Penalty: 5150.371094
	Iteration 21Q: 3 clusters Score -3656153 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3656253.750000 Penalty: 5150.371094
	Iteration 22Q: 3 clusters Score -3656254 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3656336.750000 Penalty: 5150.371094
	Iteration 23Q: 3 clusters Score -3656337 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3656411.500000 Penalty: 5150.371094
	Iteration 24Q: 3 clusters Score -3656412 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3656502.000000 Penalty: 5150.371094
	Iteration 25Q: 3 clusters Score -3656502 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3656589.500000 Penalty: 5150.371094
	Iteration 26Q: 3 clusters Score -3656590 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3656658.500000 Penalty: 5150.371094
	Iteration 27Q: 3 clusters Score -3656658 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3656735.250000 Penalty: 5150.371094
	Iteration 28Q: 3 clusters Score -3656735 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3656811.250000 Penalty: 5150.371094
	Iteration 29Q: 3 clusters Score -3656811 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3656872.500000 Penalty: 5150.371094
	Iteration 30Q: 3 clusters Score -3656872 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -3656947.750000 Penalty: 5150.371094
	Iteration 31Q: 3 clusters Score -3656948 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3656992.000000 Penalty: 5150.371094
	Iteration 32Q: 3 clusters Score -3656992 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -3657037.250000 Penalty: 5150.371094
	Iteration 33Q: 3 clusters Score -3657037 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3657085.750000 Penalty: 5150.371094
	Iteration 34Q: 3 clusters Score -3657086 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3657151.750000 Penalty: 5150.371094
	Iteration 35Q: 3 clusters Score -3657152 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3657217.750000 Penalty: 5150.371094
	Iteration 36Q: 3 clusters Score -3657218 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3657294.750000 Penalty: 5150.371094
	Iteration 37Q: 3 clusters Score -3657295 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3657337.500000 Penalty: 5150.371094
	Iteration 38Q: 3 clusters Score -3657338 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3657397.250000 Penalty: 5150.371094
	Iteration 39Q: 3 clusters Score -3657397 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3657461.000000 Penalty: 5150.371094
	Iteration 40F: 3 clusters Score -3657461 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3657544.750000 Penalty: 5150.371094
	Iteration 41Q: 3 clusters Score -3657545 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3657605.500000 Penalty: 5150.371094
	Iteration 42Q: 3 clusters Score -3657606 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3657702.750000 Penalty: 5150.371094
	Iteration 43Q: 3 clusters Score -3657703 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3657762.750000 Penalty: 5150.371094
	Iteration 44Q: 3 clusters Score -3657763 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3657818.250000 Penalty: 5150.371094
	Iteration 45Q: 3 clusters Score -3657818 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3657848.500000 Penalty: 5150.371094
	Iteration 46Q: 3 clusters Score -3657848 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3657884.500000 Penalty: 5150.371094
	Iteration 47Q: 3 clusters Score -3657884 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3657924.500000 Penalty: 5150.371094
	Iteration 48Q: 3 clusters Score -3657924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3657957.500000 Penalty: 5150.371094
	Iteration 49Q: 3 clusters Score -3657958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3657983.500000 Penalty: 5150.371094
	Iteration 50Q: 3 clusters Score -3657984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3657988.250000 Penalty: 5150.371094
	Iteration 51Q: 3 clusters Score -3657988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3658001.000000 Penalty: 5150.371094
	Iteration 52Q: 3 clusters Score -3658001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3658003.250000 Penalty: 5150.371094
	Iteration 53Q: 3 clusters Score -3658003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3658001.250000 Penalty: 5150.371094
	Iteration 54Q: 3 clusters Score -3658001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3658002.000000 Penalty: 5150.371094
	Iteration 55Q: 3 clusters Score -3658002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3657999.500000 Penalty: 5150.371094
	Iteration 56Q: 3 clusters Score -3658000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3658008.250000 Penalty: 5150.371094
	Iteration 57Q: 3 clusters Score -3658008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3658013.250000 Penalty: 5150.371094
	Iteration 58Q: 3 clusters Score -3658013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -3658010.750000 Penalty: 5150.371094
	Iteration 59Q: 3 clusters Score -3658011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3658018.750000 Penalty: 5150.371094
	Iteration 60F: 3 clusters Score -3658019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3658016.250000 Penalty: 5150.371094
	Iteration 61Q: 3 clusters Score -3658016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3658011.500000 Penalty: 5150.371094
	Iteration 62Q: 3 clusters Score -3658012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3658011.750000 Penalty: 5150.371094
	Iteration 63Q: 3 clusters Score -3658012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3658017.750000 Penalty: 5150.371094
	Iteration 64Q: 3 clusters Score -3658018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3658019.250000 Penalty: 5150.371094
	Iteration 65Q: 3 clusters Score -3658019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3658020.500000 Penalty: 5150.371094
	Iteration 66Q: 3 clusters Score -3658020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3658021.000000 Penalty: 5150.371094
	Iteration 67Q: 3 clusters Score -3658021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3658023.000000 Penalty: 5150.371094
	Iteration 68Q: 3 clusters Score -3658023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3658018.500000 Penalty: 5150.371094
	Iteration 69Q: 3 clusters Score -3658018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3658015.250000 Penalty: 5150.371094
	Iteration 70Q: 3 clusters Score -3658015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3658018.250000 Penalty: 5150.371094
	Iteration 71Q: 3 clusters Score -3658018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3658018.500000 Penalty: 5150.371094
	Iteration 72Q: 3 clusters Score -3658018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3658018.250000 Penalty: 5150.371094
	Iteration 73Q: 3 clusters Score -3658018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3658021.500000 Penalty: 5150.371094
	Iteration 74Q: 3 clusters Score -3658022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3658021.500000 Penalty: 5150.371094
	Iteration 75F: 3 clusters Score -3658022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -109001.554688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -109001.6 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 513 members 
Entering Unmasked Estep 
Score: -107059.375000 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -107059.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107364.679688 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -107364.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107471.742188 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -107471.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107531.671875 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -107531.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107589.632812 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -107589.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -107657.460938 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -107657.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107755.148438 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -107755.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -107893.492188 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -107893.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108082.921875 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -108082.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108397.632812 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -108397.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108779.679688 Penalty: 3453.742188
	Iteration 10F: 3 clusters Score -108779.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -108945.085938 Penalty: 3453.742188
	Iteration 11F: 3 clusters Score -108945.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -109100.085938 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -109100.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -109223.898438 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -109223.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109281.679688 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -109281.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -109355.015625 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -109355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109441.093750 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -109441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109517.820312 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -109517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109538.882812 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -109538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109544.250000 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -109544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109548.937500 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -109548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11559 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213046 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 10565 members 
Mstep: Class 12 contains 14118 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46617 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 12753 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32332 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 26709 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8316 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11974 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7323 members 
Mstep: Class 42 contains 13480 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17872 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7136 members 
Mstep: Class 49 contains 24534 members 
Mstep: Class 50 contains 7508 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22290 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18808 members 
Mstep: Class 55 contains 2945 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38948 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3797 members 
Mstep: Class 60 contains 7559 members 
Mstep: Class 61 contains 43560 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9310 members 
Mstep: Class 64 contains 692 members 
Entering Unmasked Estep 
Score: -139283776.000000 Penalty: 223341.859375
Splitting cluster 28 changes total score from -139284800.000000 to -139283776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (26709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Entering Unmasked Estep 
Score: -3044363.500000 Penalty: 2527.803467
	Iteration 0F: 2 clusters Score -3044364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3026152.500000 Penalty: 5055.606934
	Iteration 0F: 3 clusters Score -3026152 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3032600.750000 Penalty: 5055.606934
	Iteration 1F: 3 clusters Score -3032601 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3033010.750000 Penalty: 5055.606934
	Iteration 2Q: 3 clusters Score -3033011 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3033366.000000 Penalty: 5055.606934
	Iteration 3Q: 3 clusters Score -3033366 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3033793.250000 Penalty: 5055.606934
	Iteration 4Q: 3 clusters Score -3033793 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3034343.750000 Penalty: 5055.606934
	Iteration 5Q: 3 clusters Score -3034344 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3034972.750000 Penalty: 5055.606934
	Iteration 6Q: 3 clusters Score -3034973 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3035811.000000 Penalty: 5055.606934
	Iteration 7F: 3 clusters Score -3035811 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3036738.000000 Penalty: 5055.606934
	Iteration 8F: 3 clusters Score -3036738 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3037772.000000 Penalty: 5055.606934
	Iteration 9F: 3 clusters Score -3037772 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3038748.250000 Penalty: 5055.606934
	Iteration 10F: 3 clusters Score -3038748 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3039542.000000 Penalty: 5055.606934
	Iteration 11Q: 3 clusters Score -3039542 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3040156.000000 Penalty: 5055.606934
	Iteration 12Q: 3 clusters Score -3040156 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3040523.500000 Penalty: 5055.606934
	Iteration 13Q: 3 clusters Score -3040524 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3040769.250000 Penalty: 5055.606934
	Iteration 14Q: 3 clusters Score -3040769 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3040909.000000 Penalty: 5055.606934
	Iteration 15Q: 3 clusters Score -3040909 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3041013.000000 Penalty: 5055.606934
	Iteration 16Q: 3 clusters Score -3041013 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3041083.750000 Penalty: 5055.606934
	Iteration 17Q: 3 clusters Score -3041084 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3041130.000000 Penalty: 5055.606934
	Iteration 18Q: 3 clusters Score -3041130 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3041167.500000 Penalty: 5055.606934
	Iteration 19Q: 3 clusters Score -3041168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3041197.750000 Penalty: 5055.606934
	Iteration 20F: 3 clusters Score -3041198 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3041234.500000 Penalty: 5055.606934
	Iteration 21Q: 3 clusters Score -3041234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3041248.500000 Penalty: 5055.606934
	Iteration 22Q: 3 clusters Score -3041248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3041267.250000 Penalty: 5055.606934
	Iteration 23Q: 3 clusters Score -3041267 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3041298.250000 Penalty: 5055.606934
	Iteration 24Q: 3 clusters Score -3041298 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3041321.750000 Penalty: 5055.606934
	Iteration 25Q: 3 clusters Score -3041322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3041334.250000 Penalty: 5055.606934
	Iteration 26Q: 3 clusters Score -3041334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3041363.750000 Penalty: 5055.606934
	Iteration 27Q: 3 clusters Score -3041364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3041389.750000 Penalty: 5055.606934
	Iteration 28Q: 3 clusters Score -3041390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3041391.750000 Penalty: 5055.606934
	Iteration 29Q: 3 clusters Score -3041392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3041422.750000 Penalty: 5055.606934
	Iteration 30Q: 3 clusters Score -3041423 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3041454.000000 Penalty: 5055.606934
	Iteration 31Q: 3 clusters Score -3041454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3041462.500000 Penalty: 5055.606934
	Iteration 32Q: 3 clusters Score -3041462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3041467.750000 Penalty: 5055.606934
	Iteration 33Q: 3 clusters Score -3041468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3041485.000000 Penalty: 5055.606934
	Iteration 34Q: 3 clusters Score -3041485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3041494.250000 Penalty: 5055.606934
	Iteration 35Q: 3 clusters Score -3041494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3041506.500000 Penalty: 5055.606934
	Iteration 36Q: 3 clusters Score -3041506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3041507.750000 Penalty: 5055.606934
	Iteration 37Q: 3 clusters Score -3041508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3041514.750000 Penalty: 5055.606934
	Iteration 38Q: 3 clusters Score -3041515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3041529.250000 Penalty: 5055.606934
	Iteration 39Q: 3 clusters Score -3041529 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3041536 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3041549 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3041550 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3041564 nChanged 51
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Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3041570 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3041578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3041588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3041589.500000 Penalty: 5055.606934
	Iteration 47Q: 3 clusters Score -3041590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3041598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3041606.000000 Penalty: 5055.606934
	Iteration 49Q: 3 clusters Score -3041606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3041610.250000 Penalty: 5055.606934
	Iteration 50Q: 3 clusters Score -3041610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3041626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3041629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3041635.750000 Penalty: 5055.606934
	Iteration 53Q: 3 clusters Score -3041636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3041649.750000 Penalty: 5055.606934
	Iteration 54Q: 3 clusters Score -3041650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3041650.500000 Penalty: 5055.606934
	Iteration 55Q: 3 clusters Score -3041650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3041664.500000 Penalty: 5055.606934
	Iteration 56Q: 3 clusters Score -3041664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3041675.000000 Penalty: 5055.606934
	Iteration 57Q: 3 clusters Score -3041675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3041682.500000 Penalty: 5055.606934
	Iteration 58Q: 3 clusters Score -3041682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3041696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3041709.250000 Penalty: 5055.606934
	Iteration 60F: 3 clusters Score -3041709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3041722.500000 Penalty: 5055.606934
	Iteration 61Q: 3 clusters Score -3041722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3041735 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3041744.750000 Penalty: 5055.606934
	Iteration 63Q: 3 clusters Score -3041745 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3041756.250000 Penalty: 5055.606934
	Iteration 64Q: 3 clusters Score -3041756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3041775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3041779.500000 Penalty: 5055.606934
	Iteration 66Q: 3 clusters Score -3041780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3041790.250000 Penalty: 5055.606934
	Iteration 67Q: 3 clusters Score -3041790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3041799.000000 Penalty: 5055.606934
	Iteration 68Q: 3 clusters Score -3041799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3041810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3041810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3041825.000000 Penalty: 5055.606934
	Iteration 71Q: 3 clusters Score -3041825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3041828.500000 Penalty: 5055.606934
	Iteration 72Q: 3 clusters Score -3041828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3041833.250000 Penalty: 5055.606934
	Iteration 73Q: 3 clusters Score -3041833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3041840.750000 Penalty: 5055.606934
	Iteration 74Q: 3 clusters Score -3041841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3041849.250000 Penalty: 5055.606934
	Iteration 75Q: 3 clusters Score -3041849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3041851.000000 Penalty: 5055.606934
	Iteration 76Q: 3 clusters Score -3041851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3041857.500000 Penalty: 5055.606934
	Iteration 77Q: 3 clusters Score -3041858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3041874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3041875.000000 Penalty: 5055.606934
	Iteration 79Q: 3 clusters Score -3041875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3041877.250000 Penalty: 5055.606934
	Iteration 80F: 3 clusters Score -3041877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3041887.250000 Penalty: 5055.606934
	Iteration 81Q: 3 clusters Score -3041887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3041896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3041904.750000 Penalty: 5055.606934
	Iteration 83Q: 3 clusters Score -3041905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3041902.500000 Penalty: 5055.606934
	Iteration 84Q: 3 clusters Score -3041902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3041916.750000 Penalty: 5055.606934
	Iteration 85Q: 3 clusters Score -3041917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3041922.750000 Penalty: 5055.606934
	Iteration 86Q: 3 clusters Score -3041923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3041932.250000 Penalty: 5055.606934
	Iteration 87Q: 3 clusters Score -3041932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3041939.750000 Penalty: 5055.606934
	Iteration 88Q: 3 clusters Score -3041940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3041944.500000 Penalty: 5055.606934
	Iteration 89Q: 3 clusters Score -3041944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3041942.250000 Penalty: 5055.606934
	Iteration 90Q: 3 clusters Score -3041942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3041946.250000 Penalty: 5055.606934
	Iteration 91Q: 3 clusters Score -3041946 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3041957.750000 Penalty: 5055.606934
	Iteration 92Q: 3 clusters Score -3041958 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3041966.750000 Penalty: 5055.606934
	Iteration 93Q: 3 clusters Score -3041967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3041972.750000 Penalty: 5055.606934
	Iteration 94Q: 3 clusters Score -3041973 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3041976 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3041975 nChanged 22
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Mstep: Class 1 contains 2810 members 
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Entering Unmasked Estep 
Score: -3041986.250000 Penalty: 5055.606934
	Iteration 97Q: 3 clusters Score -3041986 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3041993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3041997.500000 Penalty: 5055.606934
	Iteration 99Q: 3 clusters Score -3041998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3042006.750000 Penalty: 5055.606934
	Iteration 100F: 3 clusters Score -3042007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3042015.500000 Penalty: 5055.606934
	Iteration 101Q: 3 clusters Score -3042016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3042025.250000 Penalty: 5055.606934
	Iteration 102Q: 3 clusters Score -3042025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3042026.500000 Penalty: 5055.606934
	Iteration 103Q: 3 clusters Score -3042026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3042028.250000 Penalty: 5055.606934
	Iteration 104Q: 3 clusters Score -3042028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3042032.750000 Penalty: 5055.606934
	Iteration 105Q: 3 clusters Score -3042033 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3042036.750000 Penalty: 5055.606934
	Iteration 106Q: 3 clusters Score -3042037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3042040.500000 Penalty: 5055.606934
	Iteration 107Q: 3 clusters Score -3042040 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3042038.750000 Penalty: 5055.606934
	Iteration 108Q: 3 clusters Score -3042039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3042047.500000 Penalty: 5055.606934
	Iteration 109Q: 3 clusters Score -3042048 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3042049.750000 Penalty: 5055.606934
	Iteration 110Q: 3 clusters Score -3042050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3042053.250000 Penalty: 5055.606934
	Iteration 111Q: 3 clusters Score -3042053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3042053.250000 Penalty: 5055.606934
	Iteration 112Q: 3 clusters Score -3042053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3042058.500000 Penalty: 5055.606934
	Iteration 113Q: 3 clusters Score -3042058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3042059.750000 Penalty: 5055.606934
	Iteration 114Q: 3 clusters Score -3042060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3042061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3042066.500000 Penalty: 5055.606934
	Iteration 116Q: 3 clusters Score -3042066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3042071.500000 Penalty: 5055.606934
	Iteration 117Q: 3 clusters Score -3042072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3042079.750000 Penalty: 5055.606934
	Iteration 118Q: 3 clusters Score -3042080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3042092.750000 Penalty: 5055.606934
	Iteration 119Q: 3 clusters Score -3042093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3042096.750000 Penalty: 5055.606934
	Iteration 120F: 3 clusters Score -3042097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3042096.750000 Penalty: 5055.606934
	Iteration 121Q: 3 clusters Score -3042097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3042111.000000 Penalty: 5055.606934
	Iteration 122Q: 3 clusters Score -3042111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3042107.500000 Penalty: 5055.606934
	Iteration 123Q: 3 clusters Score -3042108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3042119.250000 Penalty: 5055.606934
	Iteration 124Q: 3 clusters Score -3042119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3042120.250000 Penalty: 5055.606934
	Iteration 125Q: 3 clusters Score -3042120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3042123.500000 Penalty: 5055.606934
	Iteration 126Q: 3 clusters Score -3042124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3042131.000000 Penalty: 5055.606934
	Iteration 127Q: 3 clusters Score -3042131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3042135.500000 Penalty: 5055.606934
	Iteration 128Q: 3 clusters Score -3042136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3042147.000000 Penalty: 5055.606934
	Iteration 129Q: 3 clusters Score -3042147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3042143.750000 Penalty: 5055.606934
	Iteration 130Q: 3 clusters Score -3042144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3042146.250000 Penalty: 5055.606934
	Iteration 131Q: 3 clusters Score -3042146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3042155.000000 Penalty: 5055.606934
	Iteration 132Q: 3 clusters Score -3042155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3042155.500000 Penalty: 5055.606934
	Iteration 133Q: 3 clusters Score -3042156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3042164.000000 Penalty: 5055.606934
	Iteration 134Q: 3 clusters Score -3042164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3042170.250000 Penalty: 5055.606934
	Iteration 135Q: 3 clusters Score -3042170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3042178.500000 Penalty: 5055.606934
	Iteration 136Q: 3 clusters Score -3042178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3042187.000000 Penalty: 5055.606934
	Iteration 137Q: 3 clusters Score -3042187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3042191.250000 Penalty: 5055.606934
	Iteration 138Q: 3 clusters Score -3042191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3042196.750000 Penalty: 5055.606934
	Iteration 139Q: 3 clusters Score -3042197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3042194.500000 Penalty: 5055.606934
	Iteration 140F: 3 clusters Score -3042194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3042199.750000 Penalty: 5055.606934
	Iteration 141Q: 3 clusters Score -3042200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3042203.500000 Penalty: 5055.606934
	Iteration 142Q: 3 clusters Score -3042204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3042203.750000 Penalty: 5055.606934
	Iteration 143Q: 3 clusters Score -3042204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3042205.750000 Penalty: 5055.606934
	Iteration 144Q: 3 clusters Score -3042206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3042206.500000 Penalty: 5055.606934
	Iteration 145Q: 3 clusters Score -3042206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3042202.750000 Penalty: 5055.606934
	Iteration 146Q: 3 clusters Score -3042203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3042206.000000 Penalty: 5055.606934
	Iteration 147Q: 3 clusters Score -3042206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3042207.250000 Penalty: 5055.606934
	Iteration 148Q: 3 clusters Score -3042207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3042206.500000 Penalty: 5055.606934
	Iteration 149Q: 3 clusters Score -3042206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3042207.500000 Penalty: 5055.606934
	Iteration 150Q: 3 clusters Score -3042208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3042209.750000 Penalty: 5055.606934
	Iteration 151Q: 3 clusters Score -3042210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3042210.000000 Penalty: 5055.606934
	Iteration 152Q: 3 clusters Score -3042210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3042209.750000 Penalty: 5055.606934
	Iteration 153Q: 3 clusters Score -3042210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3042213.000000 Penalty: 5055.606934
	Iteration 154Q: 3 clusters Score -3042213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3042217.000000 Penalty: 5055.606934
	Iteration 155Q: 3 clusters Score -3042217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3042217.000000 Penalty: 5055.606934
	Iteration 156F: 3 clusters Score -3042217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -1214163.875000 Penalty: 2308.004150
	Iteration 0F: 2 clusters Score -1214164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1205860.250000 Penalty: 4616.008301
	Iteration 0F: 3 clusters Score -1205860 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1208439.125000 Penalty: 4616.008301
	Iteration 1F: 3 clusters Score -1208439 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1208846.125000 Penalty: 4616.008301
	Iteration 2F: 3 clusters Score -1208846 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1209206.500000 Penalty: 4616.008301
	Iteration 3F: 3 clusters Score -1209206 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1209575.875000 Penalty: 4616.008301
	Iteration 4F: 3 clusters Score -1209576 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1209979.250000 Penalty: 4616.008301
	Iteration 5F: 3 clusters Score -1209979 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1210428.875000 Penalty: 4616.008301
	Iteration 6F: 3 clusters Score -1210429 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1210870.500000 Penalty: 4616.008301
	Iteration 7F: 3 clusters Score -1210870 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1211282.125000 Penalty: 4616.008301
	Iteration 8F: 3 clusters Score -1211282 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1211637.000000 Penalty: 4616.008301
	Iteration 9Q: 3 clusters Score -1211637 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1211949.375000 Penalty: 4616.008301
	Iteration 10Q: 3 clusters Score -1211949 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1212194.375000 Penalty: 4616.008301
	Iteration 11Q: 3 clusters Score -1212194 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1212357.875000 Penalty: 4616.008301
	Iteration 12Q: 3 clusters Score -1212358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1212478.875000 Penalty: 4616.008301
	Iteration 13Q: 3 clusters Score -1212479 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1212567.500000 Penalty: 4616.008301
	Iteration 14Q: 3 clusters Score -1212568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1212627.500000 Penalty: 4616.008301
	Iteration 15Q: 3 clusters Score -1212628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1212659.000000 Penalty: 4616.008301
	Iteration 16Q: 3 clusters Score -1212659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1212676.625000 Penalty: 4616.008301
	Iteration 17Q: 3 clusters Score -1212677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1212692.750000 Penalty: 4616.008301
	Iteration 18Q: 3 clusters Score -1212693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1212702.625000 Penalty: 4616.008301
	Iteration 19Q: 3 clusters Score -1212703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1212703.250000 Penalty: 4616.008301
	Iteration 20F: 3 clusters Score -1212703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1212708.500000 Penalty: 4616.008301
	Iteration 21Q: 3 clusters Score -1212708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1212712.500000 Penalty: 4616.008301
	Iteration 22Q: 3 clusters Score -1212712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1212715.625000 Penalty: 4616.008301
	Iteration 23Q: 3 clusters Score -1212716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1212715.125000 Penalty: 4616.008301
	Iteration 24Q: 3 clusters Score -1212715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1212716.875000 Penalty: 4616.008301
	Iteration 25Q: 3 clusters Score -1212717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1212719.750000 Penalty: 4616.008301
	Iteration 26Q: 3 clusters Score -1212720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1212719.750000 Penalty: 4616.008301
	Iteration 27F: 3 clusters Score -1212720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Entering Unmasked Estep 
Score: -3091088.750000 Penalty: 2553.802002
	Iteration 0F: 2 clusters Score -3091089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3070938.000000 Penalty: 5107.604004
	Iteration 0F: 3 clusters Score -3070938 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3078264.750000 Penalty: 5107.604004
	Iteration 1F: 3 clusters Score -3078265 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3079163.000000 Penalty: 5107.604004
	Iteration 2F: 3 clusters Score -3079163 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3080454.750000 Penalty: 5107.604004
	Iteration 3F: 3 clusters Score -3080455 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3082067.750000 Penalty: 5107.604004
	Iteration 4F: 3 clusters Score -3082068 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3083665.000000 Penalty: 5107.604004
	Iteration 5F: 3 clusters Score -3083665 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3085075.250000 Penalty: 5107.604004
	Iteration 6F: 3 clusters Score -3085075 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3086329.500000 Penalty: 5107.604004
	Iteration 7F: 3 clusters Score -3086330 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3087299.250000 Penalty: 5107.604004
	Iteration 8F: 3 clusters Score -3087299 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3088044.000000 Penalty: 5107.604004
	Iteration 9Q: 3 clusters Score -3088044 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3088504.000000 Penalty: 5107.604004
	Iteration 10Q: 3 clusters Score -3088504 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3088779.250000 Penalty: 5107.604004
	Iteration 11Q: 3 clusters Score -3088779 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3088926.000000 Penalty: 5107.604004
	Iteration 12Q: 3 clusters Score -3088926 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3089009.500000 Penalty: 5107.604004
	Iteration 13Q: 3 clusters Score -3089010 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3089069.750000 Penalty: 5107.604004
	Iteration 14Q: 3 clusters Score -3089070 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3089101.000000 Penalty: 5107.604004
	Iteration 15Q: 3 clusters Score -3089101 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3089116.750000 Penalty: 5107.604004
	Iteration 16Q: 3 clusters Score -3089117 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3089140.750000 Penalty: 5107.604004
	Iteration 17Q: 3 clusters Score -3089141 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3089156.500000 Penalty: 5107.604004
	Iteration 18Q: 3 clusters Score -3089156 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3089162.750000 Penalty: 5107.604004
	Iteration 19Q: 3 clusters Score -3089163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3089171.500000 Penalty: 5107.604004
	Iteration 20F: 3 clusters Score -3089172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3089173.000000 Penalty: 5107.604004
	Iteration 21Q: 3 clusters Score -3089173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3089188.500000 Penalty: 5107.604004
	Iteration 22Q: 3 clusters Score -3089188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3089189.500000 Penalty: 5107.604004
	Iteration 23Q: 3 clusters Score -3089190 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3089208.000000 Penalty: 5107.604004
	Iteration 24Q: 3 clusters Score -3089208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3089217.250000 Penalty: 5107.604004
	Iteration 25Q: 3 clusters Score -3089217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3089213.250000 Penalty: 5107.604004
	Iteration 26Q: 3 clusters Score -3089213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3089221.000000 Penalty: 5107.604004
	Iteration 27Q: 3 clusters Score -3089221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3089231.250000 Penalty: 5107.604004
	Iteration 28Q: 3 clusters Score -3089231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3089227.500000 Penalty: 5107.604004
	Iteration 29Q: 3 clusters Score -3089228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3089232.000000 Penalty: 5107.604004
	Iteration 30Q: 3 clusters Score -3089232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3089244.500000 Penalty: 5107.604004
	Iteration 31Q: 3 clusters Score -3089244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3089241.500000 Penalty: 5107.604004
	Iteration 32Q: 3 clusters Score -3089242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3089251.500000 Penalty: 5107.604004
	Iteration 33Q: 3 clusters Score -3089252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3089244.250000 Penalty: 5107.604004
	Iteration 34Q: 3 clusters Score -3089244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3089253.000000 Penalty: 5107.604004
	Iteration 35Q: 3 clusters Score -3089253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3089258.000000 Penalty: 5107.604004
	Iteration 36Q: 3 clusters Score -3089258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3089260.500000 Penalty: 5107.604004
	Iteration 37Q: 3 clusters Score -3089260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3089266.750000 Penalty: 5107.604004
	Iteration 38Q: 3 clusters Score -3089267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3089267.750000 Penalty: 5107.604004
	Iteration 39Q: 3 clusters Score -3089268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3089265.500000 Penalty: 5107.604004
	Iteration 40F: 3 clusters Score -3089266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3089265.250000 Penalty: 5107.604004
	Iteration 41Q: 3 clusters Score -3089265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3089266.250000 Penalty: 5107.604004
	Iteration 42Q: 3 clusters Score -3089266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3089265.750000 Penalty: 5107.604004
	Iteration 43Q: 3 clusters Score -3089266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3089265.000000 Penalty: 5107.604004
	Iteration 44Q: 3 clusters Score -3089265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3089261.500000 Penalty: 5107.604004
	Iteration 45Q: 3 clusters Score -3089262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3089261.750000 Penalty: 5107.604004
	Iteration 46Q: 3 clusters Score -3089262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3089255.500000 Penalty: 5107.604004
	Iteration 47Q: 3 clusters Score -3089256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3089256.250000 Penalty: 5107.604004
	Iteration 48Q: 3 clusters Score -3089256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3089253.000000 Penalty: 5107.604004
	Iteration 49Q: 3 clusters Score -3089253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3089253.750000 Penalty: 5107.604004
	Iteration 50Q: 3 clusters Score -3089254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3089253.000000 Penalty: 5107.604004
	Iteration 51Q: 3 clusters Score -3089253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3089250.250000 Penalty: 5107.604004
	Iteration 52Q: 3 clusters Score -3089250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3089259.000000 Penalty: 5107.604004
	Iteration 53Q: 3 clusters Score -3089259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3089256.000000 Penalty: 5107.604004
	Iteration 54Q: 3 clusters Score -3089256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3089258.000000 Penalty: 5107.604004
	Iteration 55Q: 3 clusters Score -3089258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3089261.000000 Penalty: 5107.604004
	Iteration 56Q: 3 clusters Score -3089261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3089255.000000 Penalty: 5107.604004
	Iteration 57Q: 3 clusters Score -3089255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3089260.250000 Penalty: 5107.604004
	Iteration 58Q: 3 clusters Score -3089260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3089256.500000 Penalty: 5107.604004
	Iteration 59Q: 3 clusters Score -3089256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3089249.750000 Penalty: 5107.604004
	Iteration 60F: 3 clusters Score -3089250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3089248.750000 Penalty: 5107.604004
	Iteration 61Q: 3 clusters Score -3089249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3089254.250000 Penalty: 5107.604004
	Iteration 62Q: 3 clusters Score -3089254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3089254.750000 Penalty: 5107.604004
	Iteration 63Q: 3 clusters Score -3089255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3089259.750000 Penalty: 5107.604004
	Iteration 64Q: 3 clusters Score -3089260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3089254.250000 Penalty: 5107.604004
	Iteration 65Q: 3 clusters Score -3089254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3089259.750000 Penalty: 5107.604004
	Iteration 66Q: 3 clusters Score -3089260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3089263.750000 Penalty: 5107.604004
	Iteration 67Q: 3 clusters Score -3089264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3089266.000000 Penalty: 5107.604004
	Iteration 68Q: 3 clusters Score -3089266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3089269.000000 Penalty: 5107.604004
	Iteration 69Q: 3 clusters Score -3089269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3089270.750000 Penalty: 5107.604004
	Iteration 70Q: 3 clusters Score -3089271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3089271.000000 Penalty: 5107.604004
	Iteration 71Q: 3 clusters Score -3089271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3089262.000000 Penalty: 5107.604004
	Iteration 72Q: 3 clusters Score -3089262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3089258.250000 Penalty: 5107.604004
	Iteration 73Q: 3 clusters Score -3089258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3089264.000000 Penalty: 5107.604004
	Iteration 74Q: 3 clusters Score -3089264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3089256.000000 Penalty: 5107.604004
	Iteration 75Q: 3 clusters Score -3089256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3089251.500000 Penalty: 5107.604004
	Iteration 76Q: 3 clusters Score -3089252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3089256.500000 Penalty: 5107.604004
	Iteration 77Q: 3 clusters Score -3089256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3089259.500000 Penalty: 5107.604004
	Iteration 78Q: 3 clusters Score -3089260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3089260.750000 Penalty: 5107.604004
	Iteration 79Q: 3 clusters Score -3089261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3089271.250000 Penalty: 5107.604004
	Iteration 80F: 3 clusters Score -3089271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3089272.750000 Penalty: 5107.604004
	Iteration 81Q: 3 clusters Score -3089273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3089272.000000 Penalty: 5107.604004
	Iteration 82Q: 3 clusters Score -3089272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3089281.500000 Penalty: 5107.604004
	Iteration 83Q: 3 clusters Score -3089282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3089282.500000 Penalty: 5107.604004
	Iteration 84Q: 3 clusters Score -3089282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3089290.500000 Penalty: 5107.604004
	Iteration 85Q: 3 clusters Score -3089290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3089294.750000 Penalty: 5107.604004
	Iteration 86Q: 3 clusters Score -3089295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -3089300.750000 Penalty: 5107.604004
	Iteration 87Q: 3 clusters Score -3089301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3089292.250000 Penalty: 5107.604004
	Iteration 88Q: 3 clusters Score -3089292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3089296.500000 Penalty: 5107.604004
	Iteration 89Q: 3 clusters Score -3089296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3089305.000000 Penalty: 5107.604004
	Iteration 90Q: 3 clusters Score -3089305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3089296.750000 Penalty: 5107.604004
	Iteration 91Q: 3 clusters Score -3089297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3089301.250000 Penalty: 5107.604004
	Iteration 92Q: 3 clusters Score -3089301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3089307.500000 Penalty: 5107.604004
	Iteration 93Q: 3 clusters Score -3089308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3089304.250000 Penalty: 5107.604004
	Iteration 94Q: 3 clusters Score -3089304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3089307.250000 Penalty: 5107.604004
	Iteration 95Q: 3 clusters Score -3089307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3089306.250000 Penalty: 5107.604004
	Iteration 96Q: 3 clusters Score -3089306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3089299.000000 Penalty: 5107.604004
	Iteration 97Q: 3 clusters Score -3089299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3089295.750000 Penalty: 5107.604004
	Iteration 98Q: 3 clusters Score -3089296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3089295.750000 Penalty: 5107.604004
	Iteration 99Q: 3 clusters Score -3089296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3089293.250000 Penalty: 5107.604004
	Iteration 100F: 3 clusters Score -3089293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3089302.500000 Penalty: 5107.604004
	Iteration 101Q: 3 clusters Score -3089302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3089304.250000 Penalty: 5107.604004
	Iteration 102Q: 3 clusters Score -3089304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3089307.250000 Penalty: 5107.604004
	Iteration 103Q: 3 clusters Score -3089307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3089311.250000 Penalty: 5107.604004
	Iteration 104Q: 3 clusters Score -3089311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3089311.250000 Penalty: 5107.604004
	Iteration 105Q: 3 clusters Score -3089311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3089308.750000 Penalty: 5107.604004
	Iteration 106Q: 3 clusters Score -3089309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3089310.500000 Penalty: 5107.604004
	Iteration 107Q: 3 clusters Score -3089310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3089319.250000 Penalty: 5107.604004
	Iteration 108Q: 3 clusters Score -3089319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3089327.500000 Penalty: 5107.604004
	Iteration 109Q: 3 clusters Score -3089328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3089321.000000 Penalty: 5107.604004
	Iteration 110Q: 3 clusters Score -3089321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3089322.500000 Penalty: 5107.604004
	Iteration 111Q: 3 clusters Score -3089322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3089316.000000 Penalty: 5107.604004
	Iteration 112Q: 3 clusters Score -3089316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3089317.250000 Penalty: 5107.604004
	Iteration 113Q: 3 clusters Score -3089317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3089321.250000 Penalty: 5107.604004
	Iteration 114Q: 3 clusters Score -3089321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3089324.000000 Penalty: 5107.604004
	Iteration 115Q: 3 clusters Score -3089324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3089328.000000 Penalty: 5107.604004
	Iteration 116Q: 3 clusters Score -3089328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3089330.250000 Penalty: 5107.604004
	Iteration 117Q: 3 clusters Score -3089330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3089324.000000 Penalty: 5107.604004
	Iteration 118Q: 3 clusters Score -3089324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3089331.000000 Penalty: 5107.604004
	Iteration 119Q: 3 clusters Score -3089331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3089330.250000 Penalty: 5107.604004
	Iteration 120F: 3 clusters Score -3089330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3089330.750000 Penalty: 5107.604004
	Iteration 121Q: 3 clusters Score -3089331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3089332.750000 Penalty: 5107.604004
	Iteration 122Q: 3 clusters Score -3089333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3089332.250000 Penalty: 5107.604004
	Iteration 123Q: 3 clusters Score -3089332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3089334.000000 Penalty: 5107.604004
	Iteration 124Q: 3 clusters Score -3089334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3089334.000000 Penalty: 5107.604004
	Iteration 125F: 3 clusters Score -3089334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -894673.437500 Penalty: 2238.432373
	Iteration 0F: 2 clusters Score -894673.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -888059.875000 Penalty: 4476.864746
	Iteration 0F: 3 clusters Score -888059.9 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -889857.062500 Penalty: 4476.864746
	Iteration 1F: 3 clusters Score -889857.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -890129.437500 Penalty: 4476.864746
	Iteration 2F: 3 clusters Score -890129.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -890353.875000 Penalty: 4476.864746
	Iteration 3F: 3 clusters Score -890353.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -890547.562500 Penalty: 4476.864746
	Iteration 4Q: 3 clusters Score -890547.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -890735.750000 Penalty: 4476.864746
	Iteration 5Q: 3 clusters Score -890735.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -890900.875000 Penalty: 4476.864746
	Iteration 6Q: 3 clusters Score -890900.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -891059.375000 Penalty: 4476.864746
	Iteration 7Q: 3 clusters Score -891059.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -891216.437500 Penalty: 4476.864746
	Iteration 8Q: 3 clusters Score -891216.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -891338.750000 Penalty: 4476.864746
	Iteration 9Q: 3 clusters Score -891338.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -891454.000000 Penalty: 4476.864746
	Iteration 10Q: 3 clusters Score -891454 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -891558.750000 Penalty: 4476.864746
	Iteration 11Q: 3 clusters Score -891558.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -891654.125000 Penalty: 4476.864746
	Iteration 12Q: 3 clusters Score -891654.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -891731.937500 Penalty: 4476.864746
	Iteration 13Q: 3 clusters Score -891731.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -891802.687500 Penalty: 4476.864746
	Iteration 14Q: 3 clusters Score -891802.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -891870.812500 Penalty: 4476.864746
	Iteration 15Q: 3 clusters Score -891870.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -891908.937500 Penalty: 4476.864746
	Iteration 16Q: 3 clusters Score -891908.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -891940.062500 Penalty: 4476.864746
	Iteration 17Q: 3 clusters Score -891940.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -891967.625000 Penalty: 4476.864746
	Iteration 18Q: 3 clusters Score -891967.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -891987.687500 Penalty: 4476.864746
	Iteration 19Q: 3 clusters Score -891987.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -891995.937500 Penalty: 4476.864746
	Iteration 20F: 3 clusters Score -891995.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -892006.187500 Penalty: 4476.864746
	Iteration 21Q: 3 clusters Score -892006.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -892011.000000 Penalty: 4476.864746
	Iteration 22Q: 3 clusters Score -892011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -892017.750000 Penalty: 4476.864746
	Iteration 23Q: 3 clusters Score -892017.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -892022.000000 Penalty: 4476.864746
	Iteration 24Q: 3 clusters Score -892022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -892023.562500 Penalty: 4476.864746
	Iteration 25Q: 3 clusters Score -892023.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -892028.312500 Penalty: 4476.864746
	Iteration 26Q: 3 clusters Score -892028.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -892031.312500 Penalty: 4476.864746
	Iteration 27Q: 3 clusters Score -892031.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -892036.000000 Penalty: 4476.864746
	Iteration 28Q: 3 clusters Score -892036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -892037.000000 Penalty: 4476.864746
	Iteration 29Q: 3 clusters Score -892037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -892038.937500 Penalty: 4476.864746
	Iteration 30Q: 3 clusters Score -892038.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -892041.937500 Penalty: 4476.864746
	Iteration 31Q: 3 clusters Score -892041.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -892042.312500 Penalty: 4476.864746
	Iteration 32Q: 3 clusters Score -892042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -892044.500000 Penalty: 4476.864746
	Iteration 33Q: 3 clusters Score -892044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -892045.750000 Penalty: 4476.864746
	Iteration 34Q: 3 clusters Score -892045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -892048.687500 Penalty: 4476.864746
	Iteration 35Q: 3 clusters Score -892048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -892051.937500 Penalty: 4476.864746
	Iteration 36Q: 3 clusters Score -892051.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -892052.687500 Penalty: 4476.864746
	Iteration 37Q: 3 clusters Score -892052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -892052.250000 Penalty: 4476.864746
	Iteration 38Q: 3 clusters Score -892052.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -892055.000000 Penalty: 4476.864746
	Iteration 39Q: 3 clusters Score -892055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -892054.625000 Penalty: 4476.864746
	Iteration 40F: 3 clusters Score -892054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -892055.500000 Penalty: 4476.864746
	Iteration 41Q: 3 clusters Score -892055.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -892056.875000 Penalty: 4476.864746
	Iteration 42Q: 3 clusters Score -892056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -892058.125000 Penalty: 4476.864746
	Iteration 43Q: 3 clusters Score -892058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -892055.812500 Penalty: 4476.864746
	Iteration 44Q: 3 clusters Score -892055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -892055.625000 Penalty: 4476.864746
	Iteration 45Q: 3 clusters Score -892055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -892057.125000 Penalty: 4476.864746
	Iteration 46Q: 3 clusters Score -892057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -892057.937500 Penalty: 4476.864746
	Iteration 47Q: 3 clusters Score -892057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -892059.375000 Penalty: 4476.864746
	Iteration 48Q: 3 clusters Score -892059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -892059.500000 Penalty: 4476.864746
	Iteration 49Q: 3 clusters Score -892059.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -892061.000000 Penalty: 4476.864746
	Iteration 50Q: 3 clusters Score -892061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -892060.875000 Penalty: 4476.864746
	Iteration 51Q: 3 clusters Score -892060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -892063.250000 Penalty: 4476.864746
	Iteration 52Q: 3 clusters Score -892063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -892063.250000 Penalty: 4476.864746
	Iteration 53F: 3 clusters Score -892063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -522812.562500 Penalty: 2095.437012
	Iteration 0F: 2 clusters Score -522812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -518479.125000 Penalty: 4190.874023
	Iteration 0F: 3 clusters Score -518479.1 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -519467.843750 Penalty: 4190.874023
	Iteration 1F: 3 clusters Score -519467.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -519695.468750 Penalty: 4190.874023
	Iteration 2F: 3 clusters Score -519695.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -519886.000000 Penalty: 4190.874023
	Iteration 3F: 3 clusters Score -519886 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -520082.156250 Penalty: 4190.874023
	Iteration 4Q: 3 clusters Score -520082.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -520252.687500 Penalty: 4190.874023
	Iteration 5Q: 3 clusters Score -520252.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -520398.312500 Penalty: 4190.874023
	Iteration 6Q: 3 clusters Score -520398.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -520513.906250 Penalty: 4190.874023
	Iteration 7Q: 3 clusters Score -520513.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -520605.312500 Penalty: 4190.874023
	Iteration 8Q: 3 clusters Score -520605.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -520685.187500 Penalty: 4190.874023
	Iteration 9Q: 3 clusters Score -520685.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -520744.375000 Penalty: 4190.874023
	Iteration 10Q: 3 clusters Score -520744.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -520800.968750 Penalty: 4190.874023
	Iteration 11Q: 3 clusters Score -520801 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -520860.375000 Penalty: 4190.874023
	Iteration 12Q: 3 clusters Score -520860.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -520924.562500 Penalty: 4190.874023
	Iteration 13Q: 3 clusters Score -520924.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -520989.750000 Penalty: 4190.874023
	Iteration 14Q: 3 clusters Score -520989.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -521039.843750 Penalty: 4190.874023
	Iteration 15Q: 3 clusters Score -521039.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -521094.125000 Penalty: 4190.874023
	Iteration 16Q: 3 clusters Score -521094.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -521163.281250 Penalty: 4190.874023
	Iteration 17Q: 3 clusters Score -521163.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -521221.750000 Penalty: 4190.874023
	Iteration 18Q: 3 clusters Score -521221.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -521286.125000 Penalty: 4190.874023
	Iteration 19Q: 3 clusters Score -521286.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -521342.250000 Penalty: 4190.874023
	Iteration 20F: 3 clusters Score -521342.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -521399.125000 Penalty: 4190.874023
	Iteration 21Q: 3 clusters Score -521399.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -521465.718750 Penalty: 4190.874023
	Iteration 22Q: 3 clusters Score -521465.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -521515.343750 Penalty: 4190.874023
	Iteration 23Q: 3 clusters Score -521515.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -521553.750000 Penalty: 4190.874023
	Iteration 24Q: 3 clusters Score -521553.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -521586.500000 Penalty: 4190.874023
	Iteration 25Q: 3 clusters Score -521586.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -521627.343750 Penalty: 4190.874023
	Iteration 26Q: 3 clusters Score -521627.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -521663.843750 Penalty: 4190.874023
	Iteration 27Q: 3 clusters Score -521663.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -521685.812500 Penalty: 4190.874023
	Iteration 28Q: 3 clusters Score -521685.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -521700.437500 Penalty: 4190.874023
	Iteration 29Q: 3 clusters Score -521700.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -521710.843750 Penalty: 4190.874023
	Iteration 30Q: 3 clusters Score -521710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -521717.968750 Penalty: 4190.874023
	Iteration 31Q: 3 clusters Score -521718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -521721.406250 Penalty: 4190.874023
	Iteration 32Q: 3 clusters Score -521721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -521725.375000 Penalty: 4190.874023
	Iteration 33Q: 3 clusters Score -521725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -521731.156250 Penalty: 4190.874023
	Iteration 34Q: 3 clusters Score -521731.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -521734.781250 Penalty: 4190.874023
	Iteration 35Q: 3 clusters Score -521734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -521735.812500 Penalty: 4190.874023
	Iteration 36Q: 3 clusters Score -521735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -521738.218750 Penalty: 4190.874023
	Iteration 37Q: 3 clusters Score -521738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -521738.218750 Penalty: 4190.874023
	Iteration 38F: 3 clusters Score -521738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Entering Unmasked Estep 
Score: -1743284.500000 Penalty: 2390.988770
	Iteration 0F: 2 clusters Score -1743284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1732182.875000 Penalty: 4781.977539
	Iteration 0F: 3 clusters Score -1732183 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1735714.375000 Penalty: 4781.977539
	Iteration 1F: 3 clusters Score -1735714 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1736108.500000 Penalty: 4781.977539
	Iteration 2F: 3 clusters Score -1736108 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1736468.250000 Penalty: 4781.977539
	Iteration 3F: 3 clusters Score -1736468 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1736814.375000 Penalty: 4781.977539
	Iteration 4Q: 3 clusters Score -1736814 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1737155.875000 Penalty: 4781.977539
	Iteration 5Q: 3 clusters Score -1737156 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1737478.750000 Penalty: 4781.977539
	Iteration 6Q: 3 clusters Score -1737479 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1737736.125000 Penalty: 4781.977539
	Iteration 7Q: 3 clusters Score -1737736 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1737966.000000 Penalty: 4781.977539
	Iteration 8Q: 3 clusters Score -1737966 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1738183.375000 Penalty: 4781.977539
	Iteration 9Q: 3 clusters Score -1738183 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1738366.750000 Penalty: 4781.977539
	Iteration 10Q: 3 clusters Score -1738367 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1738525.000000 Penalty: 4781.977539
	Iteration 11Q: 3 clusters Score -1738525 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1738691.625000 Penalty: 4781.977539
	Iteration 12Q: 3 clusters Score -1738692 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1738879.875000 Penalty: 4781.977539
	Iteration 13Q: 3 clusters Score -1738880 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1739104.250000 Penalty: 4781.977539
	Iteration 14Q: 3 clusters Score -1739104 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1739385.750000 Penalty: 4781.977539
	Iteration 15Q: 3 clusters Score -1739386 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1739769.500000 Penalty: 4781.977539
	Iteration 16Q: 3 clusters Score -1739770 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1740191.125000 Penalty: 4781.977539
	Iteration 17Q: 3 clusters Score -1740191 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1740649.875000 Penalty: 4781.977539
	Iteration 18Q: 3 clusters Score -1740650 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1741024.875000 Penalty: 4781.977539
	Iteration 19Q: 3 clusters Score -1741025 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1741361.000000 Penalty: 4781.977539
	Iteration 20F: 3 clusters Score -1741361 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1741641.875000 Penalty: 4781.977539
	Iteration 21Q: 3 clusters Score -1741642 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1741912.875000 Penalty: 4781.977539
	Iteration 22Q: 3 clusters Score -1741913 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1742152.750000 Penalty: 4781.977539
	Iteration 23Q: 3 clusters Score -1742153 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1742349.625000 Penalty: 4781.977539
	Iteration 24Q: 3 clusters Score -1742350 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1742525.875000 Penalty: 4781.977539
	Iteration 25Q: 3 clusters Score -1742526 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1742661.250000 Penalty: 4781.977539
	Iteration 26Q: 3 clusters Score -1742661 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1742742.125000 Penalty: 4781.977539
	Iteration 27Q: 3 clusters Score -1742742 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1742800.750000 Penalty: 4781.977539
	Iteration 28Q: 3 clusters Score -1742801 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1742836.750000 Penalty: 4781.977539
	Iteration 29Q: 3 clusters Score -1742837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1742864.000000 Penalty: 4781.977539
	Iteration 30Q: 3 clusters Score -1742864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1742880.375000 Penalty: 4781.977539
	Iteration 31Q: 3 clusters Score -1742880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1742905.250000 Penalty: 4781.977539
	Iteration 32Q: 3 clusters Score -1742905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1742915.250000 Penalty: 4781.977539
	Iteration 33Q: 3 clusters Score -1742915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1742921.750000 Penalty: 4781.977539
	Iteration 34Q: 3 clusters Score -1742922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1742930.375000 Penalty: 4781.977539
	Iteration 35Q: 3 clusters Score -1742930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1742942.000000 Penalty: 4781.977539
	Iteration 36Q: 3 clusters Score -1742942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1742943.250000 Penalty: 4781.977539
	Iteration 37Q: 3 clusters Score -1742943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1742953.875000 Penalty: 4781.977539
	Iteration 38Q: 3 clusters Score -1742954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1742955.500000 Penalty: 4781.977539
	Iteration 39Q: 3 clusters Score -1742956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1742961.375000 Penalty: 4781.977539
	Iteration 40F: 3 clusters Score -1742961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1742960.875000 Penalty: 4781.977539
	Iteration 41Q: 3 clusters Score -1742961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1742965.375000 Penalty: 4781.977539
	Iteration 42Q: 3 clusters Score -1742965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1742967.125000 Penalty: 4781.977539
	Iteration 43Q: 3 clusters Score -1742967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1742961.875000 Penalty: 4781.977539
	Iteration 44Q: 3 clusters Score -1742962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1742967.125000 Penalty: 4781.977539
	Iteration 45Q: 3 clusters Score -1742967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1742968.250000 Penalty: 4781.977539
	Iteration 46Q: 3 clusters Score -1742968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1742971.625000 Penalty: 4781.977539
	Iteration 47Q: 3 clusters Score -1742972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1742974.250000 Penalty: 4781.977539
	Iteration 48Q: 3 clusters Score -1742974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1742971.000000 Penalty: 4781.977539
	Iteration 49Q: 3 clusters Score -1742971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1742971.750000 Penalty: 4781.977539
	Iteration 50Q: 3 clusters Score -1742972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1742971.750000 Penalty: 4781.977539
	Iteration 51F: 3 clusters Score -1742972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -34303.957031 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -34303.96 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 178 members 
Entering Unmasked Estep 
Score: -32959.273438 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -32959.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33135.812500 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -33135.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33268.343750 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -33268.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33345.332031 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -33345.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33430.632812 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -33430.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33455.695312 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -33455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33469.562500 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -33469.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33478.875000 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -33478.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33488.226562 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -33488.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33488.226562 Penalty: 2934.436279
	Iteration 9F: 3 clusters Score -33488.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -484230.156250 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -484230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -479963.343750 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -479963.3 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -481021.062500 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -481021.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -481237.406250 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -481237.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -481365.937500 Penalty: 4182.199219
	Iteration 3Q: 3 clusters Score -481365.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -481455.843750 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -481455.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -481514.125000 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -481514.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -481570.375000 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -481570.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -481627.250000 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -481627.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -481702.343750 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -481702.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -481784.187500 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -481784.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -481854.500000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -481854.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -481924.062500 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -481924.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -482014.625000 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -482014.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -482157.343750 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -482157.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -482368.062500 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -482368.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -482709.531250 Penalty: 4182.199219
	Iteration 15F: 3 clusters Score -482709.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -483125.812500 Penalty: 4182.199219
	Iteration 16F: 3 clusters Score -483125.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -483398.062500 Penalty: 4182.199219
	Iteration 17F: 3 clusters Score -483398.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -483515.093750 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -483515.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -483580.625000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -483580.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -483609.343750 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -483609.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -483626.656250 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -483626.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -483641.437500 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -483641.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -483651.781250 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -483651.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -483659.437500 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -483659.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -483663.375000 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -483663.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -483667.406250 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -483667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -483669.656250 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -483669.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -483672.250000 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -483672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -483673.968750 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -483674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -483675.937500 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -483675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -483676.312500 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -483676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -483676.406250 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -483676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -483676.781250 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -483676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -483676.875000 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -483676.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -483676.875000 Penalty: 4182.199219
	Iteration 35F: 3 clusters Score -483676.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Entering Unmasked Estep 
Score: -650895.812500 Penalty: 2156.983154
	Iteration 0F: 2 clusters Score -650895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -645739.875000 Penalty: 4313.966309
	Iteration 0F: 3 clusters Score -645739.9 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -647096.875000 Penalty: 4313.966309
	Iteration 1F: 3 clusters Score -647096.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -647370.750000 Penalty: 4313.966309
	Iteration 2F: 3 clusters Score -647370.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -647561.500000 Penalty: 4313.966309
	Iteration 3F: 3 clusters Score -647561.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -647692.437500 Penalty: 4313.966309
	Iteration 4Q: 3 clusters Score -647692.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -647818.187500 Penalty: 4313.966309
	Iteration 5Q: 3 clusters Score -647818.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -647964.625000 Penalty: 4313.966309
	Iteration 6Q: 3 clusters Score -647964.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -648125.625000 Penalty: 4313.966309
	Iteration 7Q: 3 clusters Score -648125.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -648292.687500 Penalty: 4313.966309
	Iteration 8Q: 3 clusters Score -648292.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -648455.375000 Penalty: 4313.966309
	Iteration 9Q: 3 clusters Score -648455.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -648604.625000 Penalty: 4313.966309
	Iteration 10Q: 3 clusters Score -648604.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -648741.125000 Penalty: 4313.966309
	Iteration 11Q: 3 clusters Score -648741.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -648873.687500 Penalty: 4313.966309
	Iteration 12Q: 3 clusters Score -648873.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -648983.437500 Penalty: 4313.966309
	Iteration 13Q: 3 clusters Score -648983.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -649066.187500 Penalty: 4313.966309
	Iteration 14Q: 3 clusters Score -649066.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -649124.187500 Penalty: 4313.966309
	Iteration 15Q: 3 clusters Score -649124.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -649161.875000 Penalty: 4313.966309
	Iteration 16Q: 3 clusters Score -649161.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -649188.812500 Penalty: 4313.966309
	Iteration 17Q: 3 clusters Score -649188.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -649209.000000 Penalty: 4313.966309
	Iteration 18Q: 3 clusters Score -649209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -649228.312500 Penalty: 4313.966309
	Iteration 19Q: 3 clusters Score -649228.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -649242.625000 Penalty: 4313.966309
	Iteration 20F: 3 clusters Score -649242.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -649259.125000 Penalty: 4313.966309
	Iteration 21Q: 3 clusters Score -649259.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -649276.437500 Penalty: 4313.966309
	Iteration 22Q: 3 clusters Score -649276.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -649290.687500 Penalty: 4313.966309
	Iteration 23Q: 3 clusters Score -649290.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -649303.875000 Penalty: 4313.966309
	Iteration 24Q: 3 clusters Score -649303.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -649313.500000 Penalty: 4313.966309
	Iteration 25Q: 3 clusters Score -649313.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -649322.750000 Penalty: 4313.966309
	Iteration 26Q: 3 clusters Score -649322.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -649328.437500 Penalty: 4313.966309
	Iteration 27Q: 3 clusters Score -649328.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -649332.687500 Penalty: 4313.966309
	Iteration 28Q: 3 clusters Score -649332.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -649336.187500 Penalty: 4313.966309
	Iteration 29Q: 3 clusters Score -649336.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -649340.625000 Penalty: 4313.966309
	Iteration 30Q: 3 clusters Score -649340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -649344.687500 Penalty: 4313.966309
	Iteration 31Q: 3 clusters Score -649344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -649351.062500 Penalty: 4313.966309
	Iteration 32Q: 3 clusters Score -649351.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -649356.187500 Penalty: 4313.966309
	Iteration 33Q: 3 clusters Score -649356.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -649363.375000 Penalty: 4313.966309
	Iteration 34Q: 3 clusters Score -649363.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -649365.562500 Penalty: 4313.966309
	Iteration 35Q: 3 clusters Score -649365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -649365.625000 Penalty: 4313.966309
	Iteration 36Q: 3 clusters Score -649365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -649365.625000 Penalty: 4313.966309
	Iteration 37F: 3 clusters Score -649365.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 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 169 members 
Entering Unmasked Estep 
Score: -36472.218750 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36472.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36598.613281 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36598.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36617.015625 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36617.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36630.964844 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -36630.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36642.527344 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -36642.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36649.160156 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -36649.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36649.160156 Penalty: 2920.883301
	Iteration 6F: 3 clusters Score -36649.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Entering Unmasked Estep 
Score: -1343641.875000 Penalty: 2328.842285
	Iteration 0F: 2 clusters Score -1343642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1334709.625000 Penalty: 4657.684570
	Iteration 0F: 3 clusters Score -1334710 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1337483.500000 Penalty: 4657.684570
	Iteration 1F: 3 clusters Score -1337484 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1338051.375000 Penalty: 4657.684570
	Iteration 2F: 3 clusters Score -1338051 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1338552.375000 Penalty: 4657.684570
	Iteration 3F: 3 clusters Score -1338552 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1339028.250000 Penalty: 4657.684570
	Iteration 4F: 3 clusters Score -1339028 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1339497.750000 Penalty: 4657.684570
	Iteration 5F: 3 clusters Score -1339498 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1339963.750000 Penalty: 4657.684570
	Iteration 6F: 3 clusters Score -1339964 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1340419.250000 Penalty: 4657.684570
	Iteration 7F: 3 clusters Score -1340419 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1340795.250000 Penalty: 4657.684570
	Iteration 8Q: 3 clusters Score -1340795 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1341091.750000 Penalty: 4657.684570
	Iteration 9Q: 3 clusters Score -1341092 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1341354.875000 Penalty: 4657.684570
	Iteration 10Q: 3 clusters Score -1341355 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1341583.000000 Penalty: 4657.684570
	Iteration 11Q: 3 clusters Score -1341583 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1341791.000000 Penalty: 4657.684570
	Iteration 12Q: 3 clusters Score -1341791 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1342000.750000 Penalty: 4657.684570
	Iteration 13Q: 3 clusters Score -1342001 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1342210.125000 Penalty: 4657.684570
	Iteration 14Q: 3 clusters Score -1342210 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1342438.625000 Penalty: 4657.684570
	Iteration 15Q: 3 clusters Score -1342439 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1342662.125000 Penalty: 4657.684570
	Iteration 16Q: 3 clusters Score -1342662 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1342848.125000 Penalty: 4657.684570
	Iteration 17Q: 3 clusters Score -1342848 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1343003.750000 Penalty: 4657.684570
	Iteration 18Q: 3 clusters Score -1343004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1343082.125000 Penalty: 4657.684570
	Iteration 19Q: 3 clusters Score -1343082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1343127.250000 Penalty: 4657.684570
	Iteration 20F: 3 clusters Score -1343127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1343159.500000 Penalty: 4657.684570
	Iteration 21Q: 3 clusters Score -1343160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1343185.000000 Penalty: 4657.684570
	Iteration 22Q: 3 clusters Score -1343185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1343195.750000 Penalty: 4657.684570
	Iteration 23Q: 3 clusters Score -1343196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1343206.125000 Penalty: 4657.684570
	Iteration 24Q: 3 clusters Score -1343206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1343216.500000 Penalty: 4657.684570
	Iteration 25Q: 3 clusters Score -1343216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1343222.875000 Penalty: 4657.684570
	Iteration 26Q: 3 clusters Score -1343223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1343228.125000 Penalty: 4657.684570
	Iteration 27Q: 3 clusters Score -1343228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1343227.000000 Penalty: 4657.684570
	Iteration 28Q: 3 clusters Score -1343227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1343230.750000 Penalty: 4657.684570
	Iteration 29Q: 3 clusters Score -1343231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1343231.125000 Penalty: 4657.684570
	Iteration 30Q: 3 clusters Score -1343231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1343231.750000 Penalty: 4657.684570
	Iteration 31Q: 3 clusters Score -1343232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1343231.000000 Penalty: 4657.684570
	Iteration 32Q: 3 clusters Score -1343231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1343231.000000 Penalty: 4657.684570
	Iteration 33F: 3 clusters Score -1343231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -475224.062500 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -475224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -471078.687500 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -471078.7 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -472099.156250 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -472099.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -472377.156250 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -472377.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -472615.531250 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -472615.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -472897.093750 Penalty: 4167.172852
	Iteration 4F: 3 clusters Score -472897.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -473276.562500 Penalty: 4167.172852
	Iteration 5F: 3 clusters Score -473276.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -473615.156250 Penalty: 4167.172852
	Iteration 6F: 3 clusters Score -473615.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -473822.718750 Penalty: 4167.172852
	Iteration 7F: 3 clusters Score -473822.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -473931.843750 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -473931.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -473980.968750 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -473981 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -474013.062500 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -474013.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -474028.687500 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -474028.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -474044.937500 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -474044.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -474060.000000 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -474060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -474072.593750 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -474072.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -474084.437500 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -474084.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -474092.031250 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -474092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -474100.343750 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -474100.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -474108.343750 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -474108.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -474117.500000 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -474117.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -474128.437500 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -474128.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -474133.687500 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -474133.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -474140.718750 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -474140.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -474147.687500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -474147.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -474156.281250 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -474156.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -474159.843750 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -474159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -474164.031250 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -474164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -474167.718750 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -474167.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -474171.218750 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -474171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -474173.562500 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -474173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -474175.750000 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -474175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -474178.218750 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -474178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -474178.593750 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -474178.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -474180.156250 Penalty: 4167.172852
	Iteration 33Q: 3 clusters Score -474180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -474180.156250 Penalty: 4167.172852
	Iteration 34F: 3 clusters Score -474180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Entering Unmasked Estep 
Score: -820986.750000 Penalty: 2206.896240
	Iteration 0F: 2 clusters Score -820986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -814984.375000 Penalty: 4413.792480
	Iteration 0F: 3 clusters Score -814984.4 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -816614.375000 Penalty: 4413.792480
	Iteration 1F: 3 clusters Score -816614.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -816942.250000 Penalty: 4413.792480
	Iteration 2F: 3 clusters Score -816942.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -817220.812500 Penalty: 4413.792480
	Iteration 3F: 3 clusters Score -817220.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -817522.062500 Penalty: 4413.792480
	Iteration 4F: 3 clusters Score -817522.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -817839.062500 Penalty: 4413.792480
	Iteration 5F: 3 clusters Score -817839.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -818125.062500 Penalty: 4413.792480
	Iteration 6Q: 3 clusters Score -818125.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -818391.812500 Penalty: 4413.792480
	Iteration 7Q: 3 clusters Score -818391.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -818578.000000 Penalty: 4413.792480
	Iteration 8Q: 3 clusters Score -818578 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -818727.812500 Penalty: 4413.792480
	Iteration 9Q: 3 clusters Score -818727.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -818842.750000 Penalty: 4413.792480
	Iteration 10Q: 3 clusters Score -818842.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -818948.562500 Penalty: 4413.792480
	Iteration 11Q: 3 clusters Score -818948.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -819034.437500 Penalty: 4413.792480
	Iteration 12Q: 3 clusters Score -819034.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -819091.125000 Penalty: 4413.792480
	Iteration 13Q: 3 clusters Score -819091.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -819141.812500 Penalty: 4413.792480
	Iteration 14Q: 3 clusters Score -819141.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -819185.187500 Penalty: 4413.792480
	Iteration 15Q: 3 clusters Score -819185.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -819214.687500 Penalty: 4413.792480
	Iteration 16Q: 3 clusters Score -819214.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -819233.250000 Penalty: 4413.792480
	Iteration 17Q: 3 clusters Score -819233.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -819245.812500 Penalty: 4413.792480
	Iteration 18Q: 3 clusters Score -819245.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -819258.750000 Penalty: 4413.792480
	Iteration 19Q: 3 clusters Score -819258.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -819264.812500 Penalty: 4413.792480
	Iteration 20F: 3 clusters Score -819264.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -819271.000000 Penalty: 4413.792480
	Iteration 21Q: 3 clusters Score -819271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -819276.187500 Penalty: 4413.792480
	Iteration 22Q: 3 clusters Score -819276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -819281.000000 Penalty: 4413.792480
	Iteration 23Q: 3 clusters Score -819281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -819286.062500 Penalty: 4413.792480
	Iteration 24Q: 3 clusters Score -819286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -819292.562500 Penalty: 4413.792480
	Iteration 25Q: 3 clusters Score -819292.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -819295.187500 Penalty: 4413.792480
	Iteration 26Q: 3 clusters Score -819295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -819296.187500 Penalty: 4413.792480
	Iteration 27Q: 3 clusters Score -819296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -819296.187500 Penalty: 4413.792480
	Iteration 28Q: 3 clusters Score -819296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -819296.187500 Penalty: 4413.792480
	Iteration 29F: 3 clusters Score -819296.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Entering Unmasked Estep 
Score: -1510063.875000 Penalty: 2358.222656
	Iteration 0F: 2 clusters Score -1510064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1500177.000000 Penalty: 4716.445312
	Iteration 0F: 3 clusters Score -1500177 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1503235.625000 Penalty: 4716.445312
	Iteration 1F: 3 clusters Score -1503236 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1503710.500000 Penalty: 4716.445312
	Iteration 2F: 3 clusters Score -1503710 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1504190.750000 Penalty: 4716.445312
	Iteration 3F: 3 clusters Score -1504191 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1504760.000000 Penalty: 4716.445312
	Iteration 4F: 3 clusters Score -1504760 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1505382.125000 Penalty: 4716.445312
	Iteration 5F: 3 clusters Score -1505382 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1506041.125000 Penalty: 4716.445312
	Iteration 6F: 3 clusters Score -1506041 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1506638.875000 Penalty: 4716.445312
	Iteration 7F: 3 clusters Score -1506639 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1507152.500000 Penalty: 4716.445312
	Iteration 8F: 3 clusters Score -1507152 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1507511.250000 Penalty: 4716.445312
	Iteration 9Q: 3 clusters Score -1507511 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1507771.000000 Penalty: 4716.445312
	Iteration 10Q: 3 clusters Score -1507771 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1507973.000000 Penalty: 4716.445312
	Iteration 11Q: 3 clusters Score -1507973 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1508121.875000 Penalty: 4716.445312
	Iteration 12Q: 3 clusters Score -1508122 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1508241.000000 Penalty: 4716.445312
	Iteration 13Q: 3 clusters Score -1508241 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1508338.625000 Penalty: 4716.445312
	Iteration 14Q: 3 clusters Score -1508339 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1508442.000000 Penalty: 4716.445312
	Iteration 15Q: 3 clusters Score -1508442 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1508516.750000 Penalty: 4716.445312
	Iteration 16Q: 3 clusters Score -1508517 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1508573.625000 Penalty: 4716.445312
	Iteration 17Q: 3 clusters Score -1508574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1508615.375000 Penalty: 4716.445312
	Iteration 18Q: 3 clusters Score -1508615 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1508651.375000 Penalty: 4716.445312
	Iteration 19Q: 3 clusters Score -1508651 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1508682.250000 Penalty: 4716.445312
	Iteration 20F: 3 clusters Score -1508682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1508709.375000 Penalty: 4716.445312
	Iteration 21Q: 3 clusters Score -1508709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1508729.875000 Penalty: 4716.445312
	Iteration 22Q: 3 clusters Score -1508730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1508739.000000 Penalty: 4716.445312
	Iteration 23Q: 3 clusters Score -1508739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1508746.125000 Penalty: 4716.445312
	Iteration 24Q: 3 clusters Score -1508746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1508750.000000 Penalty: 4716.445312
	Iteration 25Q: 3 clusters Score -1508750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1508749.625000 Penalty: 4716.445312
	Iteration 26Q: 3 clusters Score -1508750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1508755.375000 Penalty: 4716.445312
	Iteration 27Q: 3 clusters Score -1508755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1508754.250000 Penalty: 4716.445312
	Iteration 28Q: 3 clusters Score -1508754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1508754.250000 Penalty: 4716.445312
	Iteration 29Q: 3 clusters Score -1508754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1508759.000000 Penalty: 4716.445312
	Iteration 30Q: 3 clusters Score -1508759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1508763.250000 Penalty: 4716.445312
	Iteration 31Q: 3 clusters Score -1508763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1508765.250000 Penalty: 4716.445312
	Iteration 32Q: 3 clusters Score -1508765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1508765.500000 Penalty: 4716.445312
	Iteration 33Q: 3 clusters Score -1508766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1508766.250000 Penalty: 4716.445312
	Iteration 34Q: 3 clusters Score -1508766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1508763.625000 Penalty: 4716.445312
	Iteration 35Q: 3 clusters Score -1508764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1508764.375000 Penalty: 4716.445312
	Iteration 36Q: 3 clusters Score -1508764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1508764.250000 Penalty: 4716.445312
	Iteration 37Q: 3 clusters Score -1508764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1508765.875000 Penalty: 4716.445312
	Iteration 38Q: 3 clusters Score -1508766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1508764.875000 Penalty: 4716.445312
	Iteration 39Q: 3 clusters Score -1508765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1508764.875000 Penalty: 4716.445312
	Iteration 40F: 3 clusters Score -1508765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1508765.875000 Penalty: 4716.445312
	Iteration 41Q: 3 clusters Score -1508766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1508765.875000 Penalty: 4716.445312
	Iteration 42F: 3 clusters Score -1508766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -602070.250000 Penalty: 2137.653076
	Iteration 0F: 2 clusters Score -602070.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -597229.750000 Penalty: 4275.306152
	Iteration 0F: 3 clusters Score -597229.8 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -598483.812500 Penalty: 4275.306152
	Iteration 1F: 3 clusters Score -598483.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -598763.187500 Penalty: 4275.306152
	Iteration 2F: 3 clusters Score -598763.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -598940.687500 Penalty: 4275.306152
	Iteration 3F: 3 clusters Score -598940.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -599068.875000 Penalty: 4275.306152
	Iteration 4Q: 3 clusters Score -599068.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -599174.000000 Penalty: 4275.306152
	Iteration 5Q: 3 clusters Score -599174 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -599268.125000 Penalty: 4275.306152
	Iteration 6Q: 3 clusters Score -599268.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -599367.375000 Penalty: 4275.306152
	Iteration 7Q: 3 clusters Score -599367.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -599483.187500 Penalty: 4275.306152
	Iteration 8Q: 3 clusters Score -599483.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -599606.750000 Penalty: 4275.306152
	Iteration 9Q: 3 clusters Score -599606.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -599738.187500 Penalty: 4275.306152
	Iteration 10Q: 3 clusters Score -599738.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -599824.000000 Penalty: 4275.306152
	Iteration 11Q: 3 clusters Score -599824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -599884.750000 Penalty: 4275.306152
	Iteration 12Q: 3 clusters Score -599884.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -599932.437500 Penalty: 4275.306152
	Iteration 13Q: 3 clusters Score -599932.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -599976.812500 Penalty: 4275.306152
	Iteration 14Q: 3 clusters Score -599976.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -600027.000000 Penalty: 4275.306152
	Iteration 15Q: 3 clusters Score -600027 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -600076.312500 Penalty: 4275.306152
	Iteration 16Q: 3 clusters Score -600076.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -600110.812500 Penalty: 4275.306152
	Iteration 17Q: 3 clusters Score -600110.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -600140.687500 Penalty: 4275.306152
	Iteration 18Q: 3 clusters Score -600140.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -600174.250000 Penalty: 4275.306152
	Iteration 19Q: 3 clusters Score -600174.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -600208.750000 Penalty: 4275.306152
	Iteration 20F: 3 clusters Score -600208.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -600241.625000 Penalty: 4275.306152
	Iteration 21Q: 3 clusters Score -600241.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -600283.500000 Penalty: 4275.306152
	Iteration 22Q: 3 clusters Score -600283.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -600333.187500 Penalty: 4275.306152
	Iteration 23Q: 3 clusters Score -600333.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -600402.062500 Penalty: 4275.306152
	Iteration 24Q: 3 clusters Score -600402.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -600457.875000 Penalty: 4275.306152
	Iteration 25Q: 3 clusters Score -600457.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -600495.625000 Penalty: 4275.306152
	Iteration 26Q: 3 clusters Score -600495.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -600532.000000 Penalty: 4275.306152
	Iteration 27Q: 3 clusters Score -600532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -600572.812500 Penalty: 4275.306152
	Iteration 28Q: 3 clusters Score -600572.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -600625.875000 Penalty: 4275.306152
	Iteration 29Q: 3 clusters Score -600625.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -600684.562500 Penalty: 4275.306152
	Iteration 30Q: 3 clusters Score -600684.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -600730.687500 Penalty: 4275.306152
	Iteration 31Q: 3 clusters Score -600730.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -600767.750000 Penalty: 4275.306152
	Iteration 32Q: 3 clusters Score -600767.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -600799.000000 Penalty: 4275.306152
	Iteration 33Q: 3 clusters Score -600799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -600827.437500 Penalty: 4275.306152
	Iteration 34Q: 3 clusters Score -600827.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -600857.500000 Penalty: 4275.306152
	Iteration 35Q: 3 clusters Score -600857.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -600903.750000 Penalty: 4275.306152
	Iteration 36Q: 3 clusters Score -600903.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -600932.937500 Penalty: 4275.306152
	Iteration 37Q: 3 clusters Score -600932.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -600956.937500 Penalty: 4275.306152
	Iteration 38Q: 3 clusters Score -600956.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -600983.312500 Penalty: 4275.306152
	Iteration 39Q: 3 clusters Score -600983.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -601009.625000 Penalty: 4275.306152
	Iteration 40F: 3 clusters Score -601009.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -601041.937500 Penalty: 4275.306152
	Iteration 41Q: 3 clusters Score -601041.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -601063.500000 Penalty: 4275.306152
	Iteration 42Q: 3 clusters Score -601063.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -601083.312500 Penalty: 4275.306152
	Iteration 43Q: 3 clusters Score -601083.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -601098.500000 Penalty: 4275.306152
	Iteration 44Q: 3 clusters Score -601098.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -601112.937500 Penalty: 4275.306152
	Iteration 45Q: 3 clusters Score -601112.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -601129.000000 Penalty: 4275.306152
	Iteration 46Q: 3 clusters Score -601129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -601138.437500 Penalty: 4275.306152
	Iteration 47Q: 3 clusters Score -601138.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -601145.437500 Penalty: 4275.306152
	Iteration 48Q: 3 clusters Score -601145.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -601152.812500 Penalty: 4275.306152
	Iteration 49Q: 3 clusters Score -601152.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -601160.375000 Penalty: 4275.306152
	Iteration 50Q: 3 clusters Score -601160.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -601165.312500 Penalty: 4275.306152
	Iteration 51Q: 3 clusters Score -601165.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -601171.375000 Penalty: 4275.306152
	Iteration 52Q: 3 clusters Score -601171.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -601175.187500 Penalty: 4275.306152
	Iteration 53Q: 3 clusters Score -601175.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -601179.812500 Penalty: 4275.306152
	Iteration 54Q: 3 clusters Score -601179.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -601186.500000 Penalty: 4275.306152
	Iteration 55Q: 3 clusters Score -601186.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -601188.812500 Penalty: 4275.306152
	Iteration 56Q: 3 clusters Score -601188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -601194.250000 Penalty: 4275.306152
	Iteration 57Q: 3 clusters Score -601194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -601197.062500 Penalty: 4275.306152
	Iteration 58Q: 3 clusters Score -601197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -601197.437500 Penalty: 4275.306152
	Iteration 59Q: 3 clusters Score -601197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -601200.312500 Penalty: 4275.306152
	Iteration 60F: 3 clusters Score -601200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -601201.937500 Penalty: 4275.306152
	Iteration 61Q: 3 clusters Score -601201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -601203.125000 Penalty: 4275.306152
	Iteration 62Q: 3 clusters Score -601203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -601204.500000 Penalty: 4275.306152
	Iteration 63Q: 3 clusters Score -601204.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -601205.562500 Penalty: 4275.306152
	Iteration 64Q: 3 clusters Score -601205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -601206.125000 Penalty: 4275.306152
	Iteration 65Q: 3 clusters Score -601206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -601206.812500 Penalty: 4275.306152
	Iteration 66Q: 3 clusters Score -601206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -601207.562500 Penalty: 4275.306152
	Iteration 67Q: 3 clusters Score -601207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -601209.375000 Penalty: 4275.306152
	Iteration 68Q: 3 clusters Score -601209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -601211.437500 Penalty: 4275.306152
	Iteration 69Q: 3 clusters Score -601211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -601212.312500 Penalty: 4275.306152
	Iteration 70Q: 3 clusters Score -601212.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -601213.500000 Penalty: 4275.306152
	Iteration 71Q: 3 clusters Score -601213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -601212.375000 Penalty: 4275.306152
	Iteration 72Q: 3 clusters Score -601212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -601212.750000 Penalty: 4275.306152
	Iteration 73Q: 3 clusters Score -601212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -601213.187500 Penalty: 4275.306152
	Iteration 74Q: 3 clusters Score -601213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -601213.250000 Penalty: 4275.306152
	Iteration 75Q: 3 clusters Score -601213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -601213.562500 Penalty: 4275.306152
	Iteration 76Q: 3 clusters Score -601213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -601213.562500 Penalty: 4275.306152
	Iteration 77F: 3 clusters Score -601213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Entering Unmasked Estep 
Score: -1899953.125000 Penalty: 2428.165771
	Iteration 0F: 2 clusters Score -1899953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1887239.250000 Penalty: 4856.331543
	Iteration 0F: 3 clusters Score -1887239 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1891693.875000 Penalty: 4856.331543
	Iteration 1F: 3 clusters Score -1891694 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1892224.375000 Penalty: 4856.331543
	Iteration 2F: 3 clusters Score -1892224 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1892764.250000 Penalty: 4856.331543
	Iteration 3F: 3 clusters Score -1892764 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1893484.625000 Penalty: 4856.331543
	Iteration 4F: 3 clusters Score -1893485 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1894253.750000 Penalty: 4856.331543
	Iteration 5F: 3 clusters Score -1894254 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1895148.375000 Penalty: 4856.331543
	Iteration 6F: 3 clusters Score -1895148 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1896170.875000 Penalty: 4856.331543
	Iteration 7F: 3 clusters Score -1896171 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1897102.875000 Penalty: 4856.331543
	Iteration 8F: 3 clusters Score -1897103 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1897863.625000 Penalty: 4856.331543
	Iteration 9Q: 3 clusters Score -1897864 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1898444.000000 Penalty: 4856.331543
	Iteration 10Q: 3 clusters Score -1898444 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1898844.625000 Penalty: 4856.331543
	Iteration 11Q: 3 clusters Score -1898845 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1899212.750000 Penalty: 4856.331543
	Iteration 12Q: 3 clusters Score -1899213 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1899496.500000 Penalty: 4856.331543
	Iteration 13Q: 3 clusters Score -1899496 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1899741.750000 Penalty: 4856.331543
	Iteration 14Q: 3 clusters Score -1899742 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1899948.250000 Penalty: 4856.331543
	Iteration 15Q: 3 clusters Score -1899948 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1900106.375000 Penalty: 4856.331543
	Iteration 16Q: 3 clusters Score -1900106 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1900221.125000 Penalty: 4856.331543
	Iteration 17Q: 3 clusters Score -1900221 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1900301.500000 Penalty: 4856.331543
	Iteration 18Q: 3 clusters Score -1900302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1900350.125000 Penalty: 4856.331543
	Iteration 19Q: 3 clusters Score -1900350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1900369.875000 Penalty: 4856.331543
	Iteration 20F: 3 clusters Score -1900370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1900390.625000 Penalty: 4856.331543
	Iteration 21Q: 3 clusters Score -1900391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1900404.125000 Penalty: 4856.331543
	Iteration 22Q: 3 clusters Score -1900404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1900405.875000 Penalty: 4856.331543
	Iteration 23Q: 3 clusters Score -1900406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1900405.125000 Penalty: 4856.331543
	Iteration 24Q: 3 clusters Score -1900405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1900413.500000 Penalty: 4856.331543
	Iteration 25Q: 3 clusters Score -1900414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1900413.000000 Penalty: 4856.331543
	Iteration 26Q: 3 clusters Score -1900413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1900421.000000 Penalty: 4856.331543
	Iteration 27Q: 3 clusters Score -1900421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1900419.000000 Penalty: 4856.331543
	Iteration 28Q: 3 clusters Score -1900419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1900419.500000 Penalty: 4856.331543
	Iteration 29Q: 3 clusters Score -1900420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1900422.875000 Penalty: 4856.331543
	Iteration 30Q: 3 clusters Score -1900423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1900423.875000 Penalty: 4856.331543
	Iteration 31Q: 3 clusters Score -1900424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1900425.125000 Penalty: 4856.331543
	Iteration 32Q: 3 clusters Score -1900425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1900426.250000 Penalty: 4856.331543
	Iteration 33Q: 3 clusters Score -1900426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1900426.250000 Penalty: 4856.331543
	Iteration 34F: 3 clusters Score -1900426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11559 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213046 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 10565 members 
Mstep: Class 12 contains 14118 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46617 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 12753 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32332 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26709 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8316 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11974 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7323 members 
Mstep: Class 42 contains 13480 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 9927 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7136 members 
Mstep: Class 49 contains 24534 members 
Mstep: Class 50 contains 7508 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22290 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18808 members 
Mstep: Class 55 contains 2945 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38948 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3797 members 
Mstep: Class 60 contains 7559 members 
Mstep: Class 61 contains 43560 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9310 members 
Mstep: Class 64 contains 7945 members 
Entering Unmasked Estep 
Score: -139284448.000000 Penalty: 223341.859375
Splitting cluster 44 changes total score from -139284800.000000 to -139284448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -114050.890625 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -114050.9 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 529 members 
Entering Unmasked Estep 
Score: -112089.187500 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -112089.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112365.351562 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -112365.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112446.492188 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -112446.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112476.914062 Penalty: 3455.615723
	Iteration 3Q: 3 clusters Score -112476.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -112496.992188 Penalty: 3455.615723
	Iteration 4Q: 3 clusters Score -112497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112508.835938 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -112508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -112512.039062 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -112512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -112512.039062 Penalty: 3455.615723
	Iteration 7F: 3 clusters Score -112512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -776900.250000 Penalty: 2188.520020
	Iteration 0F: 2 clusters Score -776900.2 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 3412 members 
Entering Unmasked Estep 
Score: -771221.750000 Penalty: 4377.040039
	Iteration 0F: 3 clusters Score -771221.8 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -772658.500000 Penalty: 4377.040039
	Iteration 1F: 3 clusters Score -772658.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -772873.562500 Penalty: 4377.040039
	Iteration 2F: 3 clusters Score -772873.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -773010.812500 Penalty: 4377.040039
	Iteration 3Q: 3 clusters Score -773010.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -773103.062500 Penalty: 4377.040039
	Iteration 4Q: 3 clusters Score -773103.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -773171.500000 Penalty: 4377.040039
	Iteration 5Q: 3 clusters Score -773171.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -773243.562500 Penalty: 4377.040039
	Iteration 6Q: 3 clusters Score -773243.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -773318.687500 Penalty: 4377.040039
	Iteration 7Q: 3 clusters Score -773318.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -773391.437500 Penalty: 4377.040039
	Iteration 8Q: 3 clusters Score -773391.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -773469.875000 Penalty: 4377.040039
	Iteration 9Q: 3 clusters Score -773469.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -773556.875000 Penalty: 4377.040039
	Iteration 10Q: 3 clusters Score -773556.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -773648.062500 Penalty: 4377.040039
	Iteration 11Q: 3 clusters Score -773648.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -773774.187500 Penalty: 4377.040039
	Iteration 12Q: 3 clusters Score -773774.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -773887.625000 Penalty: 4377.040039
	Iteration 13Q: 3 clusters Score -773887.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -774004.562500 Penalty: 4377.040039
	Iteration 14Q: 3 clusters Score -774004.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -774133.062500 Penalty: 4377.040039
	Iteration 15Q: 3 clusters Score -774133.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -774262.687500 Penalty: 4377.040039
	Iteration 16Q: 3 clusters Score -774262.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -774389.562500 Penalty: 4377.040039
	Iteration 17Q: 3 clusters Score -774389.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -774484.875000 Penalty: 4377.040039
	Iteration 18Q: 3 clusters Score -774484.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -774557.250000 Penalty: 4377.040039
	Iteration 19Q: 3 clusters Score -774557.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -774628.500000 Penalty: 4377.040039
	Iteration 20F: 3 clusters Score -774628.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -774706.187500 Penalty: 4377.040039
	Iteration 21Q: 3 clusters Score -774706.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -774779.500000 Penalty: 4377.040039
	Iteration 22Q: 3 clusters Score -774779.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -774835.187500 Penalty: 4377.040039
	Iteration 23Q: 3 clusters Score -774835.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -774876.000000 Penalty: 4377.040039
	Iteration 24Q: 3 clusters Score -774876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -774903.875000 Penalty: 4377.040039
	Iteration 25Q: 3 clusters Score -774903.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -774927.187500 Penalty: 4377.040039
	Iteration 26Q: 3 clusters Score -774927.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -774940.750000 Penalty: 4377.040039
	Iteration 27Q: 3 clusters Score -774940.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -774957.312500 Penalty: 4377.040039
	Iteration 28Q: 3 clusters Score -774957.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -774966.125000 Penalty: 4377.040039
	Iteration 29Q: 3 clusters Score -774966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -774969.500000 Penalty: 4377.040039
	Iteration 30Q: 3 clusters Score -774969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -774970.125000 Penalty: 4377.040039
	Iteration 31Q: 3 clusters Score -774970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -774973.562500 Penalty: 4377.040039
	Iteration 32Q: 3 clusters Score -774973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -774976.562500 Penalty: 4377.040039
	Iteration 33Q: 3 clusters Score -774976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -774978.312500 Penalty: 4377.040039
	Iteration 34Q: 3 clusters Score -774978.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -774983.500000 Penalty: 4377.040039
	Iteration 35Q: 3 clusters Score -774983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -774983.812500 Penalty: 4377.040039
	Iteration 36Q: 3 clusters Score -774983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -774984.750000 Penalty: 4377.040039
	Iteration 37Q: 3 clusters Score -774984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -774985.937500 Penalty: 4377.040039
	Iteration 38Q: 3 clusters Score -774985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -774985.937500 Penalty: 4377.040039
	Iteration 39F: 3 clusters Score -774985.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -419691.312500 Penalty: 2085.029785
	Iteration 0F: 2 clusters Score -419691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -415439.812500 Penalty: 4170.059570
	Iteration 0F: 3 clusters Score -415439.8 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -416530.750000 Penalty: 4170.059570
	Iteration 1F: 3 clusters Score -416530.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -416869.500000 Penalty: 4170.059570
	Iteration 2F: 3 clusters Score -416869.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -417100.250000 Penalty: 4170.059570
	Iteration 3F: 3 clusters Score -417100.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -417283.187500 Penalty: 4170.059570
	Iteration 4F: 3 clusters Score -417283.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -417503.562500 Penalty: 4170.059570
	Iteration 5Q: 3 clusters Score -417503.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -417726.968750 Penalty: 4170.059570
	Iteration 6F: 3 clusters Score -417727 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -417954.687500 Penalty: 4170.059570
	Iteration 7Q: 3 clusters Score -417954.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -418150.687500 Penalty: 4170.059570
	Iteration 8Q: 3 clusters Score -418150.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -418291.625000 Penalty: 4170.059570
	Iteration 9Q: 3 clusters Score -418291.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -418372.343750 Penalty: 4170.059570
	Iteration 10Q: 3 clusters Score -418372.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -418425.187500 Penalty: 4170.059570
	Iteration 11Q: 3 clusters Score -418425.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -418469.031250 Penalty: 4170.059570
	Iteration 12Q: 3 clusters Score -418469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -418493.468750 Penalty: 4170.059570
	Iteration 13Q: 3 clusters Score -418493.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -418520.343750 Penalty: 4170.059570
	Iteration 14Q: 3 clusters Score -418520.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -418546.968750 Penalty: 4170.059570
	Iteration 15Q: 3 clusters Score -418547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -418568.843750 Penalty: 4170.059570
	Iteration 16Q: 3 clusters Score -418568.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -418584.156250 Penalty: 4170.059570
	Iteration 17Q: 3 clusters Score -418584.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -418596.062500 Penalty: 4170.059570
	Iteration 18Q: 3 clusters Score -418596.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -418603.562500 Penalty: 4170.059570
	Iteration 19Q: 3 clusters Score -418603.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -418608.812500 Penalty: 4170.059570
	Iteration 20F: 3 clusters Score -418608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -418612.312500 Penalty: 4170.059570
	Iteration 21Q: 3 clusters Score -418612.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -418615.031250 Penalty: 4170.059570
	Iteration 22Q: 3 clusters Score -418615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -418618.156250 Penalty: 4170.059570
	Iteration 23Q: 3 clusters Score -418618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -418618.750000 Penalty: 4170.059570
	Iteration 24Q: 3 clusters Score -418618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -418619.218750 Penalty: 4170.059570
	Iteration 25Q: 3 clusters Score -418619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -418618.843750 Penalty: 4170.059570
	Iteration 26Q: 3 clusters Score -418618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -418619.875000 Penalty: 4170.059570
	Iteration 27Q: 3 clusters Score -418619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -418619.812500 Penalty: 4170.059570
	Iteration 28Q: 3 clusters Score -418619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -418621.156250 Penalty: 4170.059570
	Iteration 29Q: 3 clusters Score -418621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -418620.750000 Penalty: 4170.059570
	Iteration 30Q: 3 clusters Score -418620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -418620.750000 Penalty: 4170.059570
	Iteration 31F: 3 clusters Score -418620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -767598.687500 Penalty: 2200.481201
	Iteration 0F: 2 clusters Score -767598.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -761722.312500 Penalty: 4400.962402
	Iteration 0F: 3 clusters Score -761722.3 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -763264.937500 Penalty: 4400.962402
	Iteration 1F: 3 clusters Score -763264.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -763542.187500 Penalty: 4400.962402
	Iteration 2F: 3 clusters Score -763542.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -763755.500000 Penalty: 4400.962402
	Iteration 3F: 3 clusters Score -763755.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -763936.000000 Penalty: 4400.962402
	Iteration 4Q: 3 clusters Score -763936 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -764097.812500 Penalty: 4400.962402
	Iteration 5Q: 3 clusters Score -764097.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -764281.562500 Penalty: 4400.962402
	Iteration 6Q: 3 clusters Score -764281.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -764511.125000 Penalty: 4400.962402
	Iteration 7Q: 3 clusters Score -764511.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -764792.000000 Penalty: 4400.962402
	Iteration 8Q: 3 clusters Score -764792 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -765115.687500 Penalty: 4400.962402
	Iteration 9Q: 3 clusters Score -765115.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -765560.562500 Penalty: 4400.962402
	Iteration 10F: 3 clusters Score -765560.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -766064.312500 Penalty: 4400.962402
	Iteration 11F: 3 clusters Score -766064.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -766503.250000 Penalty: 4400.962402
	Iteration 12F: 3 clusters Score -766503.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -766762.500000 Penalty: 4400.962402
	Iteration 13Q: 3 clusters Score -766762.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -766883.875000 Penalty: 4400.962402
	Iteration 14Q: 3 clusters Score -766883.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -766952.125000 Penalty: 4400.962402
	Iteration 15Q: 3 clusters Score -766952.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -766991.312500 Penalty: 4400.962402
	Iteration 16Q: 3 clusters Score -766991.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -767012.812500 Penalty: 4400.962402
	Iteration 17Q: 3 clusters Score -767012.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -767025.812500 Penalty: 4400.962402
	Iteration 18Q: 3 clusters Score -767025.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -767031.687500 Penalty: 4400.962402
	Iteration 19Q: 3 clusters Score -767031.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -767032.687500 Penalty: 4400.962402
	Iteration 20F: 3 clusters Score -767032.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -767032.875000 Penalty: 4400.962402
	Iteration 21Q: 3 clusters Score -767032.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -767036.500000 Penalty: 4400.962402
	Iteration 22Q: 3 clusters Score -767036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -767039.687500 Penalty: 4400.962402
	Iteration 23Q: 3 clusters Score -767039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -767039.500000 Penalty: 4400.962402
	Iteration 24Q: 3 clusters Score -767039.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -767040.250000 Penalty: 4400.962402
	Iteration 25Q: 3 clusters Score -767040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -767041.062500 Penalty: 4400.962402
	Iteration 26Q: 3 clusters Score -767041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -767043.625000 Penalty: 4400.962402
	Iteration 27Q: 3 clusters Score -767043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -767043.937500 Penalty: 4400.962402
	Iteration 28Q: 3 clusters Score -767043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -767044.125000 Penalty: 4400.962402
	Iteration 29Q: 3 clusters Score -767044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -767044.375000 Penalty: 4400.962402
	Iteration 30Q: 3 clusters Score -767044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -767046.062500 Penalty: 4400.962402
	Iteration 31Q: 3 clusters Score -767046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -767045.750000 Penalty: 4400.962402
	Iteration 32Q: 3 clusters Score -767045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -767046.687500 Penalty: 4400.962402
	Iteration 33Q: 3 clusters Score -767046.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -767046.937500 Penalty: 4400.962402
	Iteration 34Q: 3 clusters Score -767046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -767049.750000 Penalty: 4400.962402
	Iteration 35Q: 3 clusters Score -767049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -767051.437500 Penalty: 4400.962402
	Iteration 36Q: 3 clusters Score -767051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -767050.062500 Penalty: 4400.962402
	Iteration 37Q: 3 clusters Score -767050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -767050.062500 Penalty: 4400.962402
	Iteration 38F: 3 clusters Score -767050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Entering Unmasked Estep 
Score: -2799180.250000 Penalty: 2506.738037
	Iteration 0F: 2 clusters Score -2799180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2782209.250000 Penalty: 5013.476074
	Iteration 0F: 3 clusters Score -2782209 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2788187.500000 Penalty: 5013.476074
	Iteration 1F: 3 clusters Score -2788188 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2788774.000000 Penalty: 5013.476074
	Iteration 2F: 3 clusters Score -2788774 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2789421.750000 Penalty: 5013.476074
	Iteration 3F: 3 clusters Score -2789422 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2790115.750000 Penalty: 5013.476074
	Iteration 4Q: 3 clusters Score -2790116 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2790825.000000 Penalty: 5013.476074
	Iteration 5Q: 3 clusters Score -2790825 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2791603.000000 Penalty: 5013.476074
	Iteration 6F: 3 clusters Score -2791603 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2792497.250000 Penalty: 5013.476074
	Iteration 7F: 3 clusters Score -2792497 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2793494.250000 Penalty: 5013.476074
	Iteration 8F: 3 clusters Score -2793494 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2794546.000000 Penalty: 5013.476074
	Iteration 9F: 3 clusters Score -2794546 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2795535.000000 Penalty: 5013.476074
	Iteration 10F: 3 clusters Score -2795535 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2796359.000000 Penalty: 5013.476074
	Iteration 11Q: 3 clusters Score -2796359 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2797031.250000 Penalty: 5013.476074
	Iteration 12Q: 3 clusters Score -2797031 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2797629.000000 Penalty: 5013.476074
	Iteration 13Q: 3 clusters Score -2797629 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2798023.250000 Penalty: 5013.476074
	Iteration 14Q: 3 clusters Score -2798023 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2798217.750000 Penalty: 5013.476074
	Iteration 15Q: 3 clusters Score -2798218 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2798307.750000 Penalty: 5013.476074
	Iteration 16Q: 3 clusters Score -2798308 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2798362.500000 Penalty: 5013.476074
	Iteration 17Q: 3 clusters Score -2798362 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2798409.500000 Penalty: 5013.476074
	Iteration 18Q: 3 clusters Score -2798410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2798431.750000 Penalty: 5013.476074
	Iteration 19Q: 3 clusters Score -2798432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2798453.750000 Penalty: 5013.476074
	Iteration 20F: 3 clusters Score -2798454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2798482.750000 Penalty: 5013.476074
	Iteration 21Q: 3 clusters Score -2798483 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2798517.500000 Penalty: 5013.476074
	Iteration 22Q: 3 clusters Score -2798518 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2798543.750000 Penalty: 5013.476074
	Iteration 23Q: 3 clusters Score -2798544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2798555.250000 Penalty: 5013.476074
	Iteration 24Q: 3 clusters Score -2798555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2798570.750000 Penalty: 5013.476074
	Iteration 25Q: 3 clusters Score -2798571 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2798594.250000 Penalty: 5013.476074
	Iteration 26Q: 3 clusters Score -2798594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2798631.000000 Penalty: 5013.476074
	Iteration 27Q: 3 clusters Score -2798631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2798626.000000 Penalty: 5013.476074
	Iteration 28Q: 3 clusters Score -2798626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2798659.750000 Penalty: 5013.476074
	Iteration 29Q: 3 clusters Score -2798660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2798678.000000 Penalty: 5013.476074
	Iteration 30Q: 3 clusters Score -2798678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2798683.500000 Penalty: 5013.476074
	Iteration 31Q: 3 clusters Score -2798684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2798703.750000 Penalty: 5013.476074
	Iteration 32Q: 3 clusters Score -2798704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2798716.250000 Penalty: 5013.476074
	Iteration 33Q: 3 clusters Score -2798716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2798729.250000 Penalty: 5013.476074
	Iteration 34Q: 3 clusters Score -2798729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2798736.000000 Penalty: 5013.476074
	Iteration 35Q: 3 clusters Score -2798736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2798755.250000 Penalty: 5013.476074
	Iteration 36Q: 3 clusters Score -2798755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2798769.500000 Penalty: 5013.476074
	Iteration 37Q: 3 clusters Score -2798770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2798776.500000 Penalty: 5013.476074
	Iteration 38Q: 3 clusters Score -2798776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2798786.750000 Penalty: 5013.476074
	Iteration 39Q: 3 clusters Score -2798787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2798796.000000 Penalty: 5013.476074
	Iteration 40F: 3 clusters Score -2798796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2798799.500000 Penalty: 5013.476074
	Iteration 41Q: 3 clusters Score -2798800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2798806.750000 Penalty: 5013.476074
	Iteration 42Q: 3 clusters Score -2798807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2798808.000000 Penalty: 5013.476074
	Iteration 43Q: 3 clusters Score -2798808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2798808.000000 Penalty: 5013.476074
	Iteration 44Q: 3 clusters Score -2798808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2798810.500000 Penalty: 5013.476074
	Iteration 45Q: 3 clusters Score -2798810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2798812.250000 Penalty: 5013.476074
	Iteration 46Q: 3 clusters Score -2798812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2798817.000000 Penalty: 5013.476074
	Iteration 47Q: 3 clusters Score -2798817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2798814.500000 Penalty: 5013.476074
	Iteration 48Q: 3 clusters Score -2798814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2798831.500000 Penalty: 5013.476074
	Iteration 49Q: 3 clusters Score -2798832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2798827.000000 Penalty: 5013.476074
	Iteration 50Q: 3 clusters Score -2798827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2798823.000000 Penalty: 5013.476074
	Iteration 51Q: 3 clusters Score -2798823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2798828.000000 Penalty: 5013.476074
	Iteration 52Q: 3 clusters Score -2798828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2798836.500000 Penalty: 5013.476074
	Iteration 53Q: 3 clusters Score -2798836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2798838.000000 Penalty: 5013.476074
	Iteration 54Q: 3 clusters Score -2798838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2798838.500000 Penalty: 5013.476074
	Iteration 55Q: 3 clusters Score -2798838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2798845.000000 Penalty: 5013.476074
	Iteration 56Q: 3 clusters Score -2798845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2798842.750000 Penalty: 5013.476074
	Iteration 57Q: 3 clusters Score -2798843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2798836.250000 Penalty: 5013.476074
	Iteration 58Q: 3 clusters Score -2798836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2798842.000000 Penalty: 5013.476074
	Iteration 59Q: 3 clusters Score -2798842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2798843.000000 Penalty: 5013.476074
	Iteration 60F: 3 clusters Score -2798843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2798847.750000 Penalty: 5013.476074
	Iteration 61Q: 3 clusters Score -2798848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2798847.750000 Penalty: 5013.476074
	Iteration 62Q: 3 clusters Score -2798848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2798848.500000 Penalty: 5013.476074
	Iteration 63Q: 3 clusters Score -2798848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2798852.000000 Penalty: 5013.476074
	Iteration 64Q: 3 clusters Score -2798852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2798850.500000 Penalty: 5013.476074
	Iteration 65Q: 3 clusters Score -2798850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2798851.500000 Penalty: 5013.476074
	Iteration 66Q: 3 clusters Score -2798852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2798855.250000 Penalty: 5013.476074
	Iteration 67Q: 3 clusters Score -2798855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2798854.000000 Penalty: 5013.476074
	Iteration 68Q: 3 clusters Score -2798854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2798857.250000 Penalty: 5013.476074
	Iteration 69Q: 3 clusters Score -2798857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2798857.250000 Penalty: 5013.476074
	Iteration 70F: 3 clusters Score -2798857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Entering Unmasked Estep 
Score: -776931.937500 Penalty: 2213.083496
	Iteration 0F: 2 clusters Score -776931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -770817.062500 Penalty: 4426.166992
	Iteration 0F: 3 clusters Score -770817.1 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -772651.687500 Penalty: 4426.166992
	Iteration 1F: 3 clusters Score -772651.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -773091.812500 Penalty: 4426.166992
	Iteration 2F: 3 clusters Score -773091.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -773478.250000 Penalty: 4426.166992
	Iteration 3F: 3 clusters Score -773478.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -773793.562500 Penalty: 4426.166992
	Iteration 4F: 3 clusters Score -773793.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -774051.437500 Penalty: 4426.166992
	Iteration 5Q: 3 clusters Score -774051.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -774308.375000 Penalty: 4426.166992
	Iteration 6Q: 3 clusters Score -774308.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -774546.187500 Penalty: 4426.166992
	Iteration 7Q: 3 clusters Score -774546.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -774739.437500 Penalty: 4426.166992
	Iteration 8Q: 3 clusters Score -774739.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -774898.375000 Penalty: 4426.166992
	Iteration 9Q: 3 clusters Score -774898.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -775034.187500 Penalty: 4426.166992
	Iteration 10Q: 3 clusters Score -775034.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -775149.062500 Penalty: 4426.166992
	Iteration 11Q: 3 clusters Score -775149.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -775260.875000 Penalty: 4426.166992
	Iteration 12Q: 3 clusters Score -775260.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -775359.562500 Penalty: 4426.166992
	Iteration 13Q: 3 clusters Score -775359.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -775428.125000 Penalty: 4426.166992
	Iteration 14Q: 3 clusters Score -775428.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -775490.687500 Penalty: 4426.166992
	Iteration 15Q: 3 clusters Score -775490.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -775540.375000 Penalty: 4426.166992
	Iteration 16Q: 3 clusters Score -775540.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -775583.750000 Penalty: 4426.166992
	Iteration 17Q: 3 clusters Score -775583.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -775624.375000 Penalty: 4426.166992
	Iteration 18Q: 3 clusters Score -775624.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -775650.625000 Penalty: 4426.166992
	Iteration 19Q: 3 clusters Score -775650.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -775666.812500 Penalty: 4426.166992
	Iteration 20F: 3 clusters Score -775666.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -775678.500000 Penalty: 4426.166992
	Iteration 21Q: 3 clusters Score -775678.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -775686.812500 Penalty: 4426.166992
	Iteration 22Q: 3 clusters Score -775686.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -775692.625000 Penalty: 4426.166992
	Iteration 23Q: 3 clusters Score -775692.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -775697.250000 Penalty: 4426.166992
	Iteration 24Q: 3 clusters Score -775697.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -775701.562500 Penalty: 4426.166992
	Iteration 25Q: 3 clusters Score -775701.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -775705.625000 Penalty: 4426.166992
	Iteration 26Q: 3 clusters Score -775705.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -775709.937500 Penalty: 4426.166992
	Iteration 27Q: 3 clusters Score -775709.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -775713.375000 Penalty: 4426.166992
	Iteration 28Q: 3 clusters Score -775713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -775714.000000 Penalty: 4426.166992
	Iteration 29Q: 3 clusters Score -775714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -775714.062500 Penalty: 4426.166992
	Iteration 30Q: 3 clusters Score -775714.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -775715.812500 Penalty: 4426.166992
	Iteration 31Q: 3 clusters Score -775715.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -775717.875000 Penalty: 4426.166992
	Iteration 32Q: 3 clusters Score -775717.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -775720.187500 Penalty: 4426.166992
	Iteration 33Q: 3 clusters Score -775720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -775719.312500 Penalty: 4426.166992
	Iteration 34Q: 3 clusters Score -775719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -775720.187500 Penalty: 4426.166992
	Iteration 35Q: 3 clusters Score -775720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -775720.312500 Penalty: 4426.166992
	Iteration 36Q: 3 clusters Score -775720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -775720.312500 Penalty: 4426.166992
	Iteration 37F: 3 clusters Score -775720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Entering Unmasked Estep 
Score: -1485098.750000 Penalty: 2365.867432
	Iteration 0F: 2 clusters Score -1485099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1475062.250000 Penalty: 4731.734863
	Iteration 0F: 3 clusters Score -1475062 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1478459.375000 Penalty: 4731.734863
	Iteration 1F: 3 clusters Score -1478459 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1479064.500000 Penalty: 4731.734863
	Iteration 2F: 3 clusters Score -1479064 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1479571.250000 Penalty: 4731.734863
	Iteration 3F: 3 clusters Score -1479571 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1480019.875000 Penalty: 4731.734863
	Iteration 4F: 3 clusters Score -1480020 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1480443.500000 Penalty: 4731.734863
	Iteration 5F: 3 clusters Score -1480444 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1480843.500000 Penalty: 4731.734863
	Iteration 6Q: 3 clusters Score -1480844 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1481242.500000 Penalty: 4731.734863
	Iteration 7Q: 3 clusters Score -1481242 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1481610.000000 Penalty: 4731.734863
	Iteration 8Q: 3 clusters Score -1481610 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1481983.125000 Penalty: 4731.734863
	Iteration 9Q: 3 clusters Score -1481983 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1482334.000000 Penalty: 4731.734863
	Iteration 10Q: 3 clusters Score -1482334 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1482608.125000 Penalty: 4731.734863
	Iteration 11Q: 3 clusters Score -1482608 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1482816.625000 Penalty: 4731.734863
	Iteration 12Q: 3 clusters Score -1482817 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1483000.125000 Penalty: 4731.734863
	Iteration 13Q: 3 clusters Score -1483000 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1483131.750000 Penalty: 4731.734863
	Iteration 14Q: 3 clusters Score -1483132 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1483238.875000 Penalty: 4731.734863
	Iteration 15Q: 3 clusters Score -1483239 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1483323.250000 Penalty: 4731.734863
	Iteration 16Q: 3 clusters Score -1483323 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1483384.125000 Penalty: 4731.734863
	Iteration 17Q: 3 clusters Score -1483384 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1483431.375000 Penalty: 4731.734863
	Iteration 18Q: 3 clusters Score -1483431 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1483462.500000 Penalty: 4731.734863
	Iteration 19Q: 3 clusters Score -1483462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1483487.500000 Penalty: 4731.734863
	Iteration 20F: 3 clusters Score -1483488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1483505.625000 Penalty: 4731.734863
	Iteration 21Q: 3 clusters Score -1483506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1483517.125000 Penalty: 4731.734863
	Iteration 22Q: 3 clusters Score -1483517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1483523.000000 Penalty: 4731.734863
	Iteration 23Q: 3 clusters Score -1483523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1483531.750000 Penalty: 4731.734863
	Iteration 24Q: 3 clusters Score -1483532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1483534.625000 Penalty: 4731.734863
	Iteration 25Q: 3 clusters Score -1483535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1483538.625000 Penalty: 4731.734863
	Iteration 26Q: 3 clusters Score -1483539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1483538.750000 Penalty: 4731.734863
	Iteration 27Q: 3 clusters Score -1483539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1483546.875000 Penalty: 4731.734863
	Iteration 28Q: 3 clusters Score -1483547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1483545.000000 Penalty: 4731.734863
	Iteration 29Q: 3 clusters Score -1483545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1483545.625000 Penalty: 4731.734863
	Iteration 30Q: 3 clusters Score -1483546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1483547.625000 Penalty: 4731.734863
	Iteration 31Q: 3 clusters Score -1483548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1483548.000000 Penalty: 4731.734863
	Iteration 32Q: 3 clusters Score -1483548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1483547.625000 Penalty: 4731.734863
	Iteration 33Q: 3 clusters Score -1483548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1483552.250000 Penalty: 4731.734863
	Iteration 34Q: 3 clusters Score -1483552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1483551.750000 Penalty: 4731.734863
	Iteration 35Q: 3 clusters Score -1483552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1483559.000000 Penalty: 4731.734863
	Iteration 36Q: 3 clusters Score -1483559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1483558.875000 Penalty: 4731.734863
	Iteration 37Q: 3 clusters Score -1483559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1483563.625000 Penalty: 4731.734863
	Iteration 38Q: 3 clusters Score -1483564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1483564.375000 Penalty: 4731.734863
	Iteration 39Q: 3 clusters Score -1483564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1483568.125000 Penalty: 4731.734863
	Iteration 40F: 3 clusters Score -1483568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1483569.500000 Penalty: 4731.734863
	Iteration 41Q: 3 clusters Score -1483570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1483575.750000 Penalty: 4731.734863
	Iteration 42Q: 3 clusters Score -1483576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1483576.750000 Penalty: 4731.734863
	Iteration 43Q: 3 clusters Score -1483577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1483586.125000 Penalty: 4731.734863
	Iteration 44Q: 3 clusters Score -1483586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1483598.875000 Penalty: 4731.734863
	Iteration 45Q: 3 clusters Score -1483599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1483612.250000 Penalty: 4731.734863
	Iteration 46Q: 3 clusters Score -1483612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1483629.375000 Penalty: 4731.734863
	Iteration 47Q: 3 clusters Score -1483629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1483650.375000 Penalty: 4731.734863
	Iteration 48Q: 3 clusters Score -1483650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1483685.625000 Penalty: 4731.734863
	Iteration 49Q: 3 clusters Score -1483686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1483727.625000 Penalty: 4731.734863
	Iteration 50Q: 3 clusters Score -1483728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1483777.125000 Penalty: 4731.734863
	Iteration 51Q: 3 clusters Score -1483777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1483832.625000 Penalty: 4731.734863
	Iteration 52Q: 3 clusters Score -1483833 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1483899.000000 Penalty: 4731.734863
	Iteration 53Q: 3 clusters Score -1483899 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1483949.000000 Penalty: 4731.734863
	Iteration 54Q: 3 clusters Score -1483949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1483989.000000 Penalty: 4731.734863
	Iteration 55Q: 3 clusters Score -1483989 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1484020.875000 Penalty: 4731.734863
	Iteration 56Q: 3 clusters Score -1484021 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1484043.500000 Penalty: 4731.734863
	Iteration 57Q: 3 clusters Score -1484044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1484056.125000 Penalty: 4731.734863
	Iteration 58Q: 3 clusters Score -1484056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1484064.000000 Penalty: 4731.734863
	Iteration 59Q: 3 clusters Score -1484064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1484080.125000 Penalty: 4731.734863
	Iteration 60F: 3 clusters Score -1484080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1484089.000000 Penalty: 4731.734863
	Iteration 61Q: 3 clusters Score -1484089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1484091.125000 Penalty: 4731.734863
	Iteration 62Q: 3 clusters Score -1484091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1484093.000000 Penalty: 4731.734863
	Iteration 63Q: 3 clusters Score -1484093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1484098.625000 Penalty: 4731.734863
	Iteration 64Q: 3 clusters Score -1484099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1484100.625000 Penalty: 4731.734863
	Iteration 65Q: 3 clusters Score -1484101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1484102.875000 Penalty: 4731.734863
	Iteration 66Q: 3 clusters Score -1484103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1484103.750000 Penalty: 4731.734863
	Iteration 67Q: 3 clusters Score -1484104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1484100.125000 Penalty: 4731.734863
	Iteration 68Q: 3 clusters Score -1484100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1484103.750000 Penalty: 4731.734863
	Iteration 69Q: 3 clusters Score -1484104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1484104.375000 Penalty: 4731.734863
	Iteration 70Q: 3 clusters Score -1484104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1484104.375000 Penalty: 4731.734863
	Iteration 71F: 3 clusters Score -1484104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (22290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Entering Unmasked Estep 
Score: -2523396.750000 Penalty: 2482.949463
	Iteration 0F: 2 clusters Score -2523397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2507924.000000 Penalty: 4965.898926
	Iteration 0F: 3 clusters Score -2507924 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2513150.750000 Penalty: 4965.898926
	Iteration 1F: 3 clusters Score -2513151 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2513626.500000 Penalty: 4965.898926
	Iteration 2F: 3 clusters Score -2513626 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2514038.250000 Penalty: 4965.898926
	Iteration 3Q: 3 clusters Score -2514038 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2514412.500000 Penalty: 4965.898926
	Iteration 4Q: 3 clusters Score -2514412 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2514780.250000 Penalty: 4965.898926
	Iteration 5Q: 3 clusters Score -2514780 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2515189.750000 Penalty: 4965.898926
	Iteration 6Q: 3 clusters Score -2515190 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2515616.750000 Penalty: 4965.898926
	Iteration 7Q: 3 clusters Score -2515617 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2516045.500000 Penalty: 4965.898926
	Iteration 8Q: 3 clusters Score -2516046 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2516472.250000 Penalty: 4965.898926
	Iteration 9Q: 3 clusters Score -2516472 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2516837.750000 Penalty: 4965.898926
	Iteration 10Q: 3 clusters Score -2516838 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2517145.500000 Penalty: 4965.898926
	Iteration 11Q: 3 clusters Score -2517146 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2517358.500000 Penalty: 4965.898926
	Iteration 12Q: 3 clusters Score -2517358 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2517519.500000 Penalty: 4965.898926
	Iteration 13Q: 3 clusters Score -2517520 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2517638.500000 Penalty: 4965.898926
	Iteration 14Q: 3 clusters Score -2517638 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2517720.750000 Penalty: 4965.898926
	Iteration 15Q: 3 clusters Score -2517721 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2517780.750000 Penalty: 4965.898926
	Iteration 16Q: 3 clusters Score -2517781 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2517839.500000 Penalty: 4965.898926
	Iteration 17Q: 3 clusters Score -2517840 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2517898.500000 Penalty: 4965.898926
	Iteration 18Q: 3 clusters Score -2517898 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2517939.000000 Penalty: 4965.898926
	Iteration 19Q: 3 clusters Score -2517939 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2517975.250000 Penalty: 4965.898926
	Iteration 20F: 3 clusters Score -2517975 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2518019.250000 Penalty: 4965.898926
	Iteration 21Q: 3 clusters Score -2518019 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2518039.000000 Penalty: 4965.898926
	Iteration 22Q: 3 clusters Score -2518039 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2518087.750000 Penalty: 4965.898926
	Iteration 23Q: 3 clusters Score -2518088 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2518135.000000 Penalty: 4965.898926
	Iteration 24Q: 3 clusters Score -2518135 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2518184.000000 Penalty: 4965.898926
	Iteration 25Q: 3 clusters Score -2518184 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2518244.250000 Penalty: 4965.898926
	Iteration 26Q: 3 clusters Score -2518244 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2518314.250000 Penalty: 4965.898926
	Iteration 27Q: 3 clusters Score -2518314 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2518417.250000 Penalty: 4965.898926
	Iteration 28Q: 3 clusters Score -2518417 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2518548.250000 Penalty: 4965.898926
	Iteration 29Q: 3 clusters Score -2518548 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2518715.500000 Penalty: 4965.898926
	Iteration 30Q: 3 clusters Score -2518716 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2518904.000000 Penalty: 4965.898926
	Iteration 31Q: 3 clusters Score -2518904 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2519107.750000 Penalty: 4965.898926
	Iteration 32Q: 3 clusters Score -2519108 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2519336.250000 Penalty: 4965.898926
	Iteration 33Q: 3 clusters Score -2519336 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2519581.000000 Penalty: 4965.898926
	Iteration 34Q: 3 clusters Score -2519581 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2519849.250000 Penalty: 4965.898926
	Iteration 35Q: 3 clusters Score -2519849 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2520069.250000 Penalty: 4965.898926
	Iteration 36Q: 3 clusters Score -2520069 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2520265.750000 Penalty: 4965.898926
	Iteration 37Q: 3 clusters Score -2520266 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2520502.000000 Penalty: 4965.898926
	Iteration 38Q: 3 clusters Score -2520502 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2520687.000000 Penalty: 4965.898926
	Iteration 39Q: 3 clusters Score -2520687 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2520880.000000 Penalty: 4965.898926
	Iteration 40F: 3 clusters Score -2520880 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2521036.000000 Penalty: 4965.898926
	Iteration 41Q: 3 clusters Score -2521036 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2521136.750000 Penalty: 4965.898926
	Iteration 42Q: 3 clusters Score -2521137 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2521234.000000 Penalty: 4965.898926
	Iteration 43Q: 3 clusters Score -2521234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2521350.250000 Penalty: 4965.898926
	Iteration 44Q: 3 clusters Score -2521350 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2521453.500000 Penalty: 4965.898926
	Iteration 45Q: 3 clusters Score -2521454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2521571.500000 Penalty: 4965.898926
	Iteration 46Q: 3 clusters Score -2521572 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2521668.250000 Penalty: 4965.898926
	Iteration 47Q: 3 clusters Score -2521668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2521708.500000 Penalty: 4965.898926
	Iteration 48Q: 3 clusters Score -2521708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2521736.750000 Penalty: 4965.898926
	Iteration 49Q: 3 clusters Score -2521737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2521753.250000 Penalty: 4965.898926
	Iteration 50Q: 3 clusters Score -2521753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2521764.500000 Penalty: 4965.898926
	Iteration 51Q: 3 clusters Score -2521764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2521774.750000 Penalty: 4965.898926
	Iteration 52Q: 3 clusters Score -2521775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2521781.000000 Penalty: 4965.898926
	Iteration 53Q: 3 clusters Score -2521781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2521790.500000 Penalty: 4965.898926
	Iteration 54Q: 3 clusters Score -2521790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2521787.000000 Penalty: 4965.898926
	Iteration 55Q: 3 clusters Score -2521787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2521789.500000 Penalty: 4965.898926
	Iteration 56Q: 3 clusters Score -2521790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2521789.750000 Penalty: 4965.898926
	Iteration 57Q: 3 clusters Score -2521790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2521791.500000 Penalty: 4965.898926
	Iteration 58Q: 3 clusters Score -2521792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2521792.000000 Penalty: 4965.898926
	Iteration 59Q: 3 clusters Score -2521792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2521792.000000 Penalty: 4965.898926
	Iteration 60F: 3 clusters Score -2521792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2521794.500000 Penalty: 4965.898926
	Iteration 61Q: 3 clusters Score -2521794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2521794.750000 Penalty: 4965.898926
	Iteration 62Q: 3 clusters Score -2521795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2521798.000000 Penalty: 4965.898926
	Iteration 63Q: 3 clusters Score -2521798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2521805.750000 Penalty: 4965.898926
	Iteration 64Q: 3 clusters Score -2521806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2521807.250000 Penalty: 4965.898926
	Iteration 65Q: 3 clusters Score -2521807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2521807.500000 Penalty: 4965.898926
	Iteration 66Q: 3 clusters Score -2521808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2521812.500000 Penalty: 4965.898926
	Iteration 67Q: 3 clusters Score -2521812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2521812.500000 Penalty: 4965.898926
	Iteration 68Q: 3 clusters Score -2521812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2521815.000000 Penalty: 4965.898926
	Iteration 69Q: 3 clusters Score -2521815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2521813.000000 Penalty: 4965.898926
	Iteration 70Q: 3 clusters Score -2521813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2521814.750000 Penalty: 4965.898926
	Iteration 71Q: 3 clusters Score -2521815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2521811.250000 Penalty: 4965.898926
	Iteration 72Q: 3 clusters Score -2521811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2521814.750000 Penalty: 4965.898926
	Iteration 73Q: 3 clusters Score -2521815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2521814.750000 Penalty: 4965.898926
	Iteration 74F: 3 clusters Score -2521815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15268.532227 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15268.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14159.333984 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14159.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14217.111328 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -14217.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14234.901367 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -14234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14244.467773 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -14244.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14255.310547 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -14255.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14259.354492 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -14259.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14259.354492 Penalty: 2612.857666
	Iteration 6F: 3 clusters Score -14259.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Entering Unmasked Estep 
Score: -2184388.500000 Penalty: 2440.825195
	Iteration 0F: 2 clusters Score -2184388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2171148.250000 Penalty: 4881.650391
	Iteration 0F: 3 clusters Score -2171148 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2175517.250000 Penalty: 4881.650391
	Iteration 1F: 3 clusters Score -2175517 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2176062.750000 Penalty: 4881.650391
	Iteration 2F: 3 clusters Score -2176063 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2176591.000000 Penalty: 4881.650391
	Iteration 3F: 3 clusters Score -2176591 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2177213.500000 Penalty: 4881.650391
	Iteration 4F: 3 clusters Score -2177214 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2177979.500000 Penalty: 4881.650391
	Iteration 5F: 3 clusters Score -2177980 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2178764.750000 Penalty: 4881.650391
	Iteration 6F: 3 clusters Score -2178765 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2179463.500000 Penalty: 4881.650391
	Iteration 7F: 3 clusters Score -2179464 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2179954.250000 Penalty: 4881.650391
	Iteration 8F: 3 clusters Score -2179954 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2180267.500000 Penalty: 4881.650391
	Iteration 9Q: 3 clusters Score -2180268 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2180479.000000 Penalty: 4881.650391
	Iteration 10Q: 3 clusters Score -2180479 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2180600.000000 Penalty: 4881.650391
	Iteration 11Q: 3 clusters Score -2180600 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2180679.250000 Penalty: 4881.650391
	Iteration 12Q: 3 clusters Score -2180679 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2180732.000000 Penalty: 4881.650391
	Iteration 13Q: 3 clusters Score -2180732 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2180767.750000 Penalty: 4881.650391
	Iteration 14Q: 3 clusters Score -2180768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2180798.750000 Penalty: 4881.650391
	Iteration 15Q: 3 clusters Score -2180799 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2180823.500000 Penalty: 4881.650391
	Iteration 16Q: 3 clusters Score -2180824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2180830.500000 Penalty: 4881.650391
	Iteration 17Q: 3 clusters Score -2180830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2180839.500000 Penalty: 4881.650391
	Iteration 18Q: 3 clusters Score -2180840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2180851.000000 Penalty: 4881.650391
	Iteration 19Q: 3 clusters Score -2180851 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2180869.250000 Penalty: 4881.650391
	Iteration 20F: 3 clusters Score -2180869 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2180882.250000 Penalty: 4881.650391
	Iteration 21Q: 3 clusters Score -2180882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2180891.500000 Penalty: 4881.650391
	Iteration 22Q: 3 clusters Score -2180892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2180904.750000 Penalty: 4881.650391
	Iteration 23Q: 3 clusters Score -2180905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2180914.750000 Penalty: 4881.650391
	Iteration 24Q: 3 clusters Score -2180915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2180925.000000 Penalty: 4881.650391
	Iteration 25Q: 3 clusters Score -2180925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2180929.250000 Penalty: 4881.650391
	Iteration 26Q: 3 clusters Score -2180929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2180938.000000 Penalty: 4881.650391
	Iteration 27Q: 3 clusters Score -2180938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2180947.000000 Penalty: 4881.650391
	Iteration 28Q: 3 clusters Score -2180947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2180959.750000 Penalty: 4881.650391
	Iteration 29Q: 3 clusters Score -2180960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2180965.750000 Penalty: 4881.650391
	Iteration 30Q: 3 clusters Score -2180966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2180977.250000 Penalty: 4881.650391
	Iteration 31Q: 3 clusters Score -2180977 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2180983.750000 Penalty: 4881.650391
	Iteration 32Q: 3 clusters Score -2180984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2181009.250000 Penalty: 4881.650391
	Iteration 33Q: 3 clusters Score -2181009 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2181016.250000 Penalty: 4881.650391
	Iteration 34Q: 3 clusters Score -2181016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2181024.250000 Penalty: 4881.650391
	Iteration 35Q: 3 clusters Score -2181024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2181021.250000 Penalty: 4881.650391
	Iteration 36Q: 3 clusters Score -2181021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2181038.750000 Penalty: 4881.650391
	Iteration 37Q: 3 clusters Score -2181039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2181045.250000 Penalty: 4881.650391
	Iteration 38Q: 3 clusters Score -2181045 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2181061.000000 Penalty: 4881.650391
	Iteration 39Q: 3 clusters Score -2181061 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2181080.500000 Penalty: 4881.650391
	Iteration 40F: 3 clusters Score -2181080 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2181107.000000 Penalty: 4881.650391
	Iteration 41Q: 3 clusters Score -2181107 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2181124.500000 Penalty: 4881.650391
	Iteration 42Q: 3 clusters Score -2181124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2181153.250000 Penalty: 4881.650391
	Iteration 43Q: 3 clusters Score -2181153 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2181176.750000 Penalty: 4881.650391
	Iteration 44Q: 3 clusters Score -2181177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2181196.250000 Penalty: 4881.650391
	Iteration 45Q: 3 clusters Score -2181196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2181216.250000 Penalty: 4881.650391
	Iteration 46Q: 3 clusters Score -2181216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2181237.250000 Penalty: 4881.650391
	Iteration 47Q: 3 clusters Score -2181237 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2181256.500000 Penalty: 4881.650391
	Iteration 48Q: 3 clusters Score -2181256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2181281.250000 Penalty: 4881.650391
	Iteration 49Q: 3 clusters Score -2181281 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2181300.000000 Penalty: 4881.650391
	Iteration 50Q: 3 clusters Score -2181300 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2181328.000000 Penalty: 4881.650391
	Iteration 51Q: 3 clusters Score -2181328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2181366.250000 Penalty: 4881.650391
	Iteration 52Q: 3 clusters Score -2181366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2181403.250000 Penalty: 4881.650391
	Iteration 53Q: 3 clusters Score -2181403 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2181454.250000 Penalty: 4881.650391
	Iteration 54Q: 3 clusters Score -2181454 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2181494.250000 Penalty: 4881.650391
	Iteration 55Q: 3 clusters Score -2181494 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2181542.250000 Penalty: 4881.650391
	Iteration 56Q: 3 clusters Score -2181542 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2181612.000000 Penalty: 4881.650391
	Iteration 57Q: 3 clusters Score -2181612 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2181693.000000 Penalty: 4881.650391
	Iteration 58Q: 3 clusters Score -2181693 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2181766.000000 Penalty: 4881.650391
	Iteration 59Q: 3 clusters Score -2181766 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2181834.250000 Penalty: 4881.650391
	Iteration 60F: 3 clusters Score -2181834 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2181908.500000 Penalty: 4881.650391
	Iteration 61Q: 3 clusters Score -2181908 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2181977.000000 Penalty: 4881.650391
	Iteration 62Q: 3 clusters Score -2181977 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2182018.750000 Penalty: 4881.650391
	Iteration 63Q: 3 clusters Score -2182019 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2182042.250000 Penalty: 4881.650391
	Iteration 64Q: 3 clusters Score -2182042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2182074.750000 Penalty: 4881.650391
	Iteration 65Q: 3 clusters Score -2182075 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2182100.000000 Penalty: 4881.650391
	Iteration 66Q: 3 clusters Score -2182100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2182130.250000 Penalty: 4881.650391
	Iteration 67Q: 3 clusters Score -2182130 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2182147.500000 Penalty: 4881.650391
	Iteration 68Q: 3 clusters Score -2182148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2182171.750000 Penalty: 4881.650391
	Iteration 69Q: 3 clusters Score -2182172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2182202.000000 Penalty: 4881.650391
	Iteration 70Q: 3 clusters Score -2182202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2182224.500000 Penalty: 4881.650391
	Iteration 71Q: 3 clusters Score -2182224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2182246.500000 Penalty: 4881.650391
	Iteration 72Q: 3 clusters Score -2182246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2182273.500000 Penalty: 4881.650391
	Iteration 73Q: 3 clusters Score -2182274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2182301.000000 Penalty: 4881.650391
	Iteration 74Q: 3 clusters Score -2182301 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2182330.750000 Penalty: 4881.650391
	Iteration 75Q: 3 clusters Score -2182331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2182361.500000 Penalty: 4881.650391
	Iteration 76Q: 3 clusters Score -2182362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2182394.250000 Penalty: 4881.650391
	Iteration 77Q: 3 clusters Score -2182394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2182424.750000 Penalty: 4881.650391
	Iteration 78Q: 3 clusters Score -2182425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2182452.250000 Penalty: 4881.650391
	Iteration 79Q: 3 clusters Score -2182452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2182465.000000 Penalty: 4881.650391
	Iteration 80F: 3 clusters Score -2182465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2182469.750000 Penalty: 4881.650391
	Iteration 81Q: 3 clusters Score -2182470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2182476.750000 Penalty: 4881.650391
	Iteration 82Q: 3 clusters Score -2182477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2182491.750000 Penalty: 4881.650391
	Iteration 83Q: 3 clusters Score -2182492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2182497.000000 Penalty: 4881.650391
	Iteration 84Q: 3 clusters Score -2182497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2182507.500000 Penalty: 4881.650391
	Iteration 85Q: 3 clusters Score -2182508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2182509.750000 Penalty: 4881.650391
	Iteration 86Q: 3 clusters Score -2182510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2182518.500000 Penalty: 4881.650391
	Iteration 87Q: 3 clusters Score -2182518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2182530.500000 Penalty: 4881.650391
	Iteration 88Q: 3 clusters Score -2182530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2182535.250000 Penalty: 4881.650391
	Iteration 89Q: 3 clusters Score -2182535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2182539.500000 Penalty: 4881.650391
	Iteration 90Q: 3 clusters Score -2182540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2182540.250000 Penalty: 4881.650391
	Iteration 91Q: 3 clusters Score -2182540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2182538.750000 Penalty: 4881.650391
	Iteration 92Q: 3 clusters Score -2182539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2182542.250000 Penalty: 4881.650391
	Iteration 93Q: 3 clusters Score -2182542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2182542.250000 Penalty: 4881.650391
	Iteration 94Q: 3 clusters Score -2182542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2182541.750000 Penalty: 4881.650391
	Iteration 95Q: 3 clusters Score -2182542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2182543.250000 Penalty: 4881.650391
	Iteration 96Q: 3 clusters Score -2182543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2182543.250000 Penalty: 4881.650391
	Iteration 97F: 3 clusters Score -2182543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Entering Unmasked Estep 
Score: -244933.062500 Penalty: 1980.990234
	Iteration 0F: 2 clusters Score -244933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -241744.515625 Penalty: 3961.980469
	Iteration 0F: 3 clusters Score -241744.5 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -242754.203125 Penalty: 3961.980469
	Iteration 1F: 3 clusters Score -242754.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -243408.921875 Penalty: 3961.980469
	Iteration 2F: 3 clusters Score -243408.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -243951.453125 Penalty: 3961.980469
	Iteration 3F: 3 clusters Score -243951.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -244341.343750 Penalty: 3961.980469
	Iteration 4F: 3 clusters Score -244341.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -244615.828125 Penalty: 3961.980469
	Iteration 5F: 3 clusters Score -244615.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -244759.937500 Penalty: 3961.980469
	Iteration 6Q: 3 clusters Score -244759.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -244855.140625 Penalty: 3961.980469
	Iteration 7Q: 3 clusters Score -244855.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -244921.640625 Penalty: 3961.980469
	Iteration 8Q: 3 clusters Score -244921.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -244974.328125 Penalty: 3961.980469
	Iteration 9Q: 3 clusters Score -244974.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -245014.531250 Penalty: 3961.980469
	Iteration 10Q: 3 clusters Score -245014.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -245049.625000 Penalty: 3961.980469
	Iteration 11Q: 3 clusters Score -245049.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -245078.390625 Penalty: 3961.980469
	Iteration 12Q: 3 clusters Score -245078.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -245103.781250 Penalty: 3961.980469
	Iteration 13Q: 3 clusters Score -245103.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -245117.765625 Penalty: 3961.980469
	Iteration 14Q: 3 clusters Score -245117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -245127.234375 Penalty: 3961.980469
	Iteration 15Q: 3 clusters Score -245127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -245131.234375 Penalty: 3961.980469
	Iteration 16Q: 3 clusters Score -245131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -245134.906250 Penalty: 3961.980469
	Iteration 17Q: 3 clusters Score -245134.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -245138.140625 Penalty: 3961.980469
	Iteration 18Q: 3 clusters Score -245138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -245141.468750 Penalty: 3961.980469
	Iteration 19Q: 3 clusters Score -245141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -245143.109375 Penalty: 3961.980469
	Iteration 20F: 3 clusters Score -245143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -245146.781250 Penalty: 3961.980469
	Iteration 21Q: 3 clusters Score -245146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -245147.687500 Penalty: 3961.980469
	Iteration 22Q: 3 clusters Score -245147.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -245147.687500 Penalty: 3961.980469
	Iteration 23F: 3 clusters Score -245147.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11559 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213046 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 10565 members 
Mstep: Class 12 contains 14118 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46617 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 12753 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32332 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26709 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8316 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11974 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7323 members 
Mstep: Class 42 contains 13480 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17872 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7136 members 
Mstep: Class 49 contains 24534 members 
Mstep: Class 50 contains 7508 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22290 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18808 members 
Mstep: Class 55 contains 1960 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38948 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3797 members 
Mstep: Class 60 contains 7559 members 
Mstep: Class 61 contains 43560 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9310 members 
Mstep: Class 64 contains 985 members 
Entering Unmasked Estep 
Score: -139283616.000000 Penalty: 223341.859375
Splitting cluster 55 changes total score from -139284800.000000 to -139283616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -528556.000000 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -528556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -524122.687500 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -524122.7 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -525179.625000 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -525179.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -525380.562500 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -525380.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -525482.562500 Penalty: 4217.333496
	Iteration 3Q: 3 clusters Score -525482.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -525555.812500 Penalty: 4217.333496
	Iteration 4Q: 3 clusters Score -525555.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -525611.625000 Penalty: 4217.333496
	Iteration 5Q: 3 clusters Score -525611.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -525649.250000 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -525649.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -525673.500000 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -525673.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -525691.500000 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -525691.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -525704.687500 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -525704.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -525715.125000 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -525715.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -525724.750000 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -525724.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -525734.937500 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -525734.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -525753.812500 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -525753.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -525771.625000 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -525771.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -525797.062500 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -525797.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -525836.312500 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -525836.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -525883.125000 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -525883.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -525939.375000 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -525939.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -526020.125000 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -526020.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -526121.062500 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -526121.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -526238.000000 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -526238 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -526354.437500 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -526354.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -526511.562500 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -526511.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -526670.625000 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -526670.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -526843.375000 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -526843.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -527016.500000 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -527016.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -527197.437500 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -527197.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -527327.625000 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -527327.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -527410.750000 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -527410.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -527476.750000 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -527476.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -527516.937500 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -527516.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -527541.875000 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -527541.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -527553.500000 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -527553.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -527561.687500 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -527561.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -527566.250000 Penalty: 4217.333496
	Iteration 35Q: 3 clusters Score -527566.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -527570.375000 Penalty: 4217.333496
	Iteration 36Q: 3 clusters Score -527570.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -527572.750000 Penalty: 4217.333496
	Iteration 37Q: 3 clusters Score -527572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -527575.125000 Penalty: 4217.333496
	Iteration 38Q: 3 clusters Score -527575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -527575.875000 Penalty: 4217.333496
	Iteration 39Q: 3 clusters Score -527575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -527575.750000 Penalty: 4217.333496
	Iteration 40F: 3 clusters Score -527575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (38948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Entering Unmasked Estep 
Score: -4432913.000000 Penalty: 2621.355713
	Iteration 0F: 2 clusters Score -4432913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -4406598.000000 Penalty: 5242.711426
	Iteration 0F: 3 clusters Score -4406598 nChanged 17715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4416138.000000 Penalty: 5242.711426
	Iteration 1F: 3 clusters Score -4416138 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -4416753.000000 Penalty: 5242.711426
	Iteration 2Q: 3 clusters Score -4416753 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4417512.000000 Penalty: 5242.711426
	Iteration 3Q: 3 clusters Score -4417512 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -4418647.000000 Penalty: 5242.711426
	Iteration 4F: 3 clusters Score -4418647 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4420521.000000 Penalty: 5242.711426
	Iteration 5F: 3 clusters Score -4420521 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4423057.500000 Penalty: 5242.711426
	Iteration 6F: 3 clusters Score -4423058 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -4425650.000000 Penalty: 5242.711426
	Iteration 7F: 3 clusters Score -4425650 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4427535.000000 Penalty: 5242.711426
	Iteration 8F: 3 clusters Score -4427535 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4428833.000000 Penalty: 5242.711426
	Iteration 9Q: 3 clusters Score -4428833 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4429834.000000 Penalty: 5242.711426
	Iteration 10Q: 3 clusters Score -4429834 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4430569.000000 Penalty: 5242.711426
	Iteration 11Q: 3 clusters Score -4430569 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -4430982.000000 Penalty: 5242.711426
	Iteration 12Q: 3 clusters Score -4430982 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4431186.500000 Penalty: 5242.711426
	Iteration 13Q: 3 clusters Score -4431186 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4431329.500000 Penalty: 5242.711426
	Iteration 14Q: 3 clusters Score -4431330 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4431459.000000 Penalty: 5242.711426
	Iteration 15Q: 3 clusters Score -4431459 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4431521.500000 Penalty: 5242.711426
	Iteration 16Q: 3 clusters Score -4431522 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -4431616.000000 Penalty: 5242.711426
	Iteration 17Q: 3 clusters Score -4431616 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4431701.000000 Penalty: 5242.711426
	Iteration 18Q: 3 clusters Score -4431701 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4431764.500000 Penalty: 5242.711426
	Iteration 19Q: 3 clusters Score -4431764 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -4431825.500000 Penalty: 5242.711426
	Iteration 20F: 3 clusters Score -4431826 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4431904.500000 Penalty: 5242.711426
	Iteration 21Q: 3 clusters Score -4431904 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -4431976.500000 Penalty: 5242.711426
	Iteration 22Q: 3 clusters Score -4431976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4432042.000000 Penalty: 5242.711426
	Iteration 23Q: 3 clusters Score -4432042 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4432101.000000 Penalty: 5242.711426
	Iteration 24Q: 3 clusters Score -4432101 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4432174.500000 Penalty: 5242.711426
	Iteration 25Q: 3 clusters Score -4432174 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -4432238.000000 Penalty: 5242.711426
	Iteration 26Q: 3 clusters Score -4432238 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4432313.000000 Penalty: 5242.711426
	Iteration 27Q: 3 clusters Score -4432313 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4432390.500000 Penalty: 5242.711426
	Iteration 28Q: 3 clusters Score -4432390 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4432457.000000 Penalty: 5242.711426
	Iteration 29Q: 3 clusters Score -4432457 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4432522.000000 Penalty: 5242.711426
	Iteration 30Q: 3 clusters Score -4432522 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4432560.500000 Penalty: 5242.711426
	Iteration 31Q: 3 clusters Score -4432560 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4432606.000000 Penalty: 5242.711426
	Iteration 32Q: 3 clusters Score -4432606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -4432630.500000 Penalty: 5242.711426
	Iteration 33Q: 3 clusters Score -4432630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4432654.500000 Penalty: 5242.711426
	Iteration 34Q: 3 clusters Score -4432654 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4432684.000000 Penalty: 5242.711426
	Iteration 35Q: 3 clusters Score -4432684 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -4432711.000000 Penalty: 5242.711426
	Iteration 36Q: 3 clusters Score -4432711 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -4432748.500000 Penalty: 5242.711426
	Iteration 37Q: 3 clusters Score -4432748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4432782.000000 Penalty: 5242.711426
	Iteration 38Q: 3 clusters Score -4432782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4432794.000000 Penalty: 5242.711426
	Iteration 39Q: 3 clusters Score -4432794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4432813.500000 Penalty: 5242.711426
	Iteration 40F: 3 clusters Score -4432814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4432836.500000 Penalty: 5242.711426
	Iteration 41Q: 3 clusters Score -4432836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -4432872.500000 Penalty: 5242.711426
	Iteration 42Q: 3 clusters Score -4432872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -4432879.500000 Penalty: 5242.711426
	Iteration 43Q: 3 clusters Score -4432880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4432882.000000 Penalty: 5242.711426
	Iteration 44Q: 3 clusters Score -4432882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4432882.500000 Penalty: 5242.711426
	Iteration 45Q: 3 clusters Score -4432882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4432899.000000 Penalty: 5242.711426
	Iteration 46Q: 3 clusters Score -4432899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -4432890.000000 Penalty: 5242.711426
	Iteration 47Q: 3 clusters Score -4432890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -4432898.000000 Penalty: 5242.711426
	Iteration 48Q: 3 clusters Score -4432898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4432914.000000 Penalty: 5242.711426
	Iteration 49Q: 3 clusters Score -4432914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4432909.000000 Penalty: 5242.711426
	Iteration 50Q: 3 clusters Score -4432909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -4432921.000000 Penalty: 5242.711426
	Iteration 51Q: 3 clusters Score -4432921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4432919.000000 Penalty: 5242.711426
	Iteration 52Q: 3 clusters Score -4432919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -4432930.500000 Penalty: 5242.711426
	Iteration 53Q: 3 clusters Score -4432930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -4432940.000000 Penalty: 5242.711426
	Iteration 54Q: 3 clusters Score -4432940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4432939.500000 Penalty: 5242.711426
	Iteration 55Q: 3 clusters Score -4432940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4432938.000000 Penalty: 5242.711426
	Iteration 56Q: 3 clusters Score -4432938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -4432938.000000 Penalty: 5242.711426
	Iteration 57Q: 3 clusters Score -4432938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -4432942.500000 Penalty: 5242.711426
	Iteration 58Q: 3 clusters Score -4432942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -4432950.500000 Penalty: 5242.711426
	Iteration 59Q: 3 clusters Score -4432950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4432949.500000 Penalty: 5242.711426
	Iteration 60F: 3 clusters Score -4432950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -4432949.500000 Penalty: 5242.711426
	Iteration 61Q: 3 clusters Score -4432950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -4432946.000000 Penalty: 5242.711426
	Iteration 62Q: 3 clusters Score -4432946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4432946.000000 Penalty: 5242.711426
	Iteration 63Q: 3 clusters Score -4432946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4432946.000000 Penalty: 5242.711426
	Iteration 64Q: 3 clusters Score -4432946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4432944.000000 Penalty: 5242.711426
	Iteration 65Q: 3 clusters Score -4432944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -4432943.000000 Penalty: 5242.711426
	Iteration 66Q: 3 clusters Score -4432943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -4432943.000000 Penalty: 5242.711426
	Iteration 67F: 3 clusters Score -4432943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11559 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213046 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 10565 members 
Mstep: Class 12 contains 14118 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46617 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 12753 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32332 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26709 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8316 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11974 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7323 members 
Mstep: Class 42 contains 13480 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17872 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7136 members 
Mstep: Class 49 contains 24534 members 
Mstep: Class 50 contains 7508 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22290 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18808 members 
Mstep: Class 55 contains 2945 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 32931 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3797 members 
Mstep: Class 60 contains 7559 members 
Mstep: Class 61 contains 43560 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9310 members 
Mstep: Class 64 contains 6017 members 
Entering Unmasked Estep 
Score: -139283696.000000 Penalty: 223341.859375
Splitting cluster 57 changes total score from -139284800.000000 to -139283696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -170293.234375 Penalty: 1858.204468
	Iteration 0F: 2 clusters Score -170293.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -167785.296875 Penalty: 3716.408936
	Iteration 0F: 3 clusters Score -167785.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -168300.000000 Penalty: 3716.408936
	Iteration 1F: 3 clusters Score -168300 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168495.031250 Penalty: 3716.408936
	Iteration 2F: 3 clusters Score -168495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168608.796875 Penalty: 3716.408936
	Iteration 3F: 3 clusters Score -168608.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -168717.421875 Penalty: 3716.408936
	Iteration 4Q: 3 clusters Score -168717.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -168788.546875 Penalty: 3716.408936
	Iteration 5Q: 3 clusters Score -168788.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -168852.937500 Penalty: 3716.408936
	Iteration 6Q: 3 clusters Score -168852.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -168903.109375 Penalty: 3716.408936
	Iteration 7Q: 3 clusters Score -168903.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -168958.203125 Penalty: 3716.408936
	Iteration 8Q: 3 clusters Score -168958.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -169009.296875 Penalty: 3716.408936
	Iteration 9Q: 3 clusters Score -169009.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -169059.546875 Penalty: 3716.408936
	Iteration 10Q: 3 clusters Score -169059.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -169099.562500 Penalty: 3716.408936
	Iteration 11Q: 3 clusters Score -169099.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -169124.281250 Penalty: 3716.408936
	Iteration 12Q: 3 clusters Score -169124.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -169151.031250 Penalty: 3716.408936
	Iteration 13Q: 3 clusters Score -169151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -169182.421875 Penalty: 3716.408936
	Iteration 14Q: 3 clusters Score -169182.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -169205.578125 Penalty: 3716.408936
	Iteration 15Q: 3 clusters Score -169205.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -169234.453125 Penalty: 3716.408936
	Iteration 16Q: 3 clusters Score -169234.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -169269.312500 Penalty: 3716.408936
	Iteration 17Q: 3 clusters Score -169269.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -169312.421875 Penalty: 3716.408936
	Iteration 18Q: 3 clusters Score -169312.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -169357.828125 Penalty: 3716.408936
	Iteration 19Q: 3 clusters Score -169357.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -169405.406250 Penalty: 3716.408936
	Iteration 20F: 3 clusters Score -169405.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -169446.390625 Penalty: 3716.408936
	Iteration 21Q: 3 clusters Score -169446.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -169473.343750 Penalty: 3716.408936
	Iteration 22Q: 3 clusters Score -169473.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -169494.234375 Penalty: 3716.408936
	Iteration 23Q: 3 clusters Score -169494.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -169506.453125 Penalty: 3716.408936
	Iteration 24Q: 3 clusters Score -169506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -169512.390625 Penalty: 3716.408936
	Iteration 25Q: 3 clusters Score -169512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -169515.125000 Penalty: 3716.408936
	Iteration 26Q: 3 clusters Score -169515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -169518.187500 Penalty: 3716.408936
	Iteration 27Q: 3 clusters Score -169518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -169526.859375 Penalty: 3716.408936
	Iteration 28Q: 3 clusters Score -169526.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -169536.203125 Penalty: 3716.408936
	Iteration 29Q: 3 clusters Score -169536.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -169550.062500 Penalty: 3716.408936
	Iteration 30Q: 3 clusters Score -169550.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -169563.421875 Penalty: 3716.408936
	Iteration 31Q: 3 clusters Score -169563.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -169569.515625 Penalty: 3716.408936
	Iteration 32Q: 3 clusters Score -169569.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -169571.718750 Penalty: 3716.408936
	Iteration 33Q: 3 clusters Score -169571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -169571.468750 Penalty: 3716.408936
	Iteration 34Q: 3 clusters Score -169571.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -169571.468750 Penalty: 3716.408936
	Iteration 35F: 3 clusters Score -169571.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -421705.937500 Penalty: 2044.007568
	Iteration 0F: 2 clusters Score -421705.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -417980.625000 Penalty: 4088.015137
	Iteration 0F: 3 clusters Score -417980.6 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -418774.656250 Penalty: 4088.015137
	Iteration 1F: 3 clusters Score -418774.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -418926.562500 Penalty: 4088.015137
	Iteration 2F: 3 clusters Score -418926.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -419006.125000 Penalty: 4088.015137
	Iteration 3Q: 3 clusters Score -419006.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -419067.031250 Penalty: 4088.015137
	Iteration 4Q: 3 clusters Score -419067 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -419118.843750 Penalty: 4088.015137
	Iteration 5Q: 3 clusters Score -419118.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -419172.718750 Penalty: 4088.015137
	Iteration 6Q: 3 clusters Score -419172.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -419229.781250 Penalty: 4088.015137
	Iteration 7Q: 3 clusters Score -419229.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -419274.343750 Penalty: 4088.015137
	Iteration 8Q: 3 clusters Score -419274.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -419307.125000 Penalty: 4088.015137
	Iteration 9Q: 3 clusters Score -419307.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -419348.718750 Penalty: 4088.015137
	Iteration 10Q: 3 clusters Score -419348.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -419393.906250 Penalty: 4088.015137
	Iteration 11Q: 3 clusters Score -419393.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -419434.500000 Penalty: 4088.015137
	Iteration 12Q: 3 clusters Score -419434.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -419474.156250 Penalty: 4088.015137
	Iteration 13Q: 3 clusters Score -419474.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -419513.312500 Penalty: 4088.015137
	Iteration 14Q: 3 clusters Score -419513.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -419544.031250 Penalty: 4088.015137
	Iteration 15Q: 3 clusters Score -419544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -419572.062500 Penalty: 4088.015137
	Iteration 16Q: 3 clusters Score -419572.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -419607.000000 Penalty: 4088.015137
	Iteration 17Q: 3 clusters Score -419607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -419651.187500 Penalty: 4088.015137
	Iteration 18Q: 3 clusters Score -419651.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -419686.343750 Penalty: 4088.015137
	Iteration 19Q: 3 clusters Score -419686.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -419718.750000 Penalty: 4088.015137
	Iteration 20F: 3 clusters Score -419718.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -419750.687500 Penalty: 4088.015137
	Iteration 21Q: 3 clusters Score -419750.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -419779.093750 Penalty: 4088.015137
	Iteration 22Q: 3 clusters Score -419779.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -419805.687500 Penalty: 4088.015137
	Iteration 23Q: 3 clusters Score -419805.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -419830.750000 Penalty: 4088.015137
	Iteration 24Q: 3 clusters Score -419830.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -419848.843750 Penalty: 4088.015137
	Iteration 25Q: 3 clusters Score -419848.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -419860.562500 Penalty: 4088.015137
	Iteration 26Q: 3 clusters Score -419860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -419869.781250 Penalty: 4088.015137
	Iteration 27Q: 3 clusters Score -419869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -419878.781250 Penalty: 4088.015137
	Iteration 28Q: 3 clusters Score -419878.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -419887.968750 Penalty: 4088.015137
	Iteration 29Q: 3 clusters Score -419888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -419895.937500 Penalty: 4088.015137
	Iteration 30Q: 3 clusters Score -419895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -419906.375000 Penalty: 4088.015137
	Iteration 31Q: 3 clusters Score -419906.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -419917.781250 Penalty: 4088.015137
	Iteration 32Q: 3 clusters Score -419917.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -419932.500000 Penalty: 4088.015137
	Iteration 33Q: 3 clusters Score -419932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -419938.031250 Penalty: 4088.015137
	Iteration 34Q: 3 clusters Score -419938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -419943.593750 Penalty: 4088.015137
	Iteration 35Q: 3 clusters Score -419943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -419949.812500 Penalty: 4088.015137
	Iteration 36Q: 3 clusters Score -419949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -419951.750000 Penalty: 4088.015137
	Iteration 37Q: 3 clusters Score -419951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -419952.656250 Penalty: 4088.015137
	Iteration 38Q: 3 clusters Score -419952.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -419953.062500 Penalty: 4088.015137
	Iteration 39Q: 3 clusters Score -419953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -419953.062500 Penalty: 4088.015137
	Iteration 40F: 3 clusters Score -419953.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Entering Unmasked Estep 
Score: -711757.250000 Penalty: 2214.762695
	Iteration 0F: 2 clusters Score -711757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -705639.062500 Penalty: 4429.525391
	Iteration 0F: 3 clusters Score -705639.1 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -707505.250000 Penalty: 4429.525391
	Iteration 1F: 3 clusters Score -707505.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -707906.125000 Penalty: 4429.525391
	Iteration 2F: 3 clusters Score -707906.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -708227.062500 Penalty: 4429.525391
	Iteration 3F: 3 clusters Score -708227.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -708492.000000 Penalty: 4429.525391
	Iteration 4F: 3 clusters Score -708492 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -708730.250000 Penalty: 4429.525391
	Iteration 5Q: 3 clusters Score -708730.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -708928.812500 Penalty: 4429.525391
	Iteration 6Q: 3 clusters Score -708928.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -709093.437500 Penalty: 4429.525391
	Iteration 7Q: 3 clusters Score -709093.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -709216.687500 Penalty: 4429.525391
	Iteration 8Q: 3 clusters Score -709216.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -709332.250000 Penalty: 4429.525391
	Iteration 9Q: 3 clusters Score -709332.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -709435.187500 Penalty: 4429.525391
	Iteration 10Q: 3 clusters Score -709435.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -709520.250000 Penalty: 4429.525391
	Iteration 11Q: 3 clusters Score -709520.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -709576.625000 Penalty: 4429.525391
	Iteration 12Q: 3 clusters Score -709576.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -709621.875000 Penalty: 4429.525391
	Iteration 13Q: 3 clusters Score -709621.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -709661.812500 Penalty: 4429.525391
	Iteration 14Q: 3 clusters Score -709661.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -709695.312500 Penalty: 4429.525391
	Iteration 15Q: 3 clusters Score -709695.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -709711.562500 Penalty: 4429.525391
	Iteration 16Q: 3 clusters Score -709711.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -709726.812500 Penalty: 4429.525391
	Iteration 17Q: 3 clusters Score -709726.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -709741.000000 Penalty: 4429.525391
	Iteration 18Q: 3 clusters Score -709741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -709755.750000 Penalty: 4429.525391
	Iteration 19Q: 3 clusters Score -709755.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -709766.000000 Penalty: 4429.525391
	Iteration 20F: 3 clusters Score -709766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -709775.312500 Penalty: 4429.525391
	Iteration 21Q: 3 clusters Score -709775.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -709784.875000 Penalty: 4429.525391
	Iteration 22Q: 3 clusters Score -709784.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -709791.000000 Penalty: 4429.525391
	Iteration 23Q: 3 clusters Score -709791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -709795.750000 Penalty: 4429.525391
	Iteration 24Q: 3 clusters Score -709795.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -709799.437500 Penalty: 4429.525391
	Iteration 25Q: 3 clusters Score -709799.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -709801.250000 Penalty: 4429.525391
	Iteration 26Q: 3 clusters Score -709801.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -709804.187500 Penalty: 4429.525391
	Iteration 27Q: 3 clusters Score -709804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -709805.562500 Penalty: 4429.525391
	Iteration 28Q: 3 clusters Score -709805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -709806.125000 Penalty: 4429.525391
	Iteration 29Q: 3 clusters Score -709806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -709806.500000 Penalty: 4429.525391
	Iteration 30Q: 3 clusters Score -709806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -709808.187500 Penalty: 4429.525391
	Iteration 31Q: 3 clusters Score -709808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -709809.500000 Penalty: 4429.525391
	Iteration 32Q: 3 clusters Score -709809.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -709808.750000 Penalty: 4429.525391
	Iteration 33Q: 3 clusters Score -709808.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -709811.625000 Penalty: 4429.525391
	Iteration 34Q: 3 clusters Score -709811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -709812.687500 Penalty: 4429.525391
	Iteration 35Q: 3 clusters Score -709812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -709814.437500 Penalty: 4429.525391
	Iteration 36Q: 3 clusters Score -709814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -709813.687500 Penalty: 4429.525391
	Iteration 37Q: 3 clusters Score -709813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -709814.750000 Penalty: 4429.525391
	Iteration 38Q: 3 clusters Score -709814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -709817.687500 Penalty: 4429.525391
	Iteration 39Q: 3 clusters Score -709817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -709816.187500 Penalty: 4429.525391
	Iteration 40F: 3 clusters Score -709816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -709817.187500 Penalty: 4429.525391
	Iteration 41Q: 3 clusters Score -709817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -709817.812500 Penalty: 4429.525391
	Iteration 42Q: 3 clusters Score -709817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -709818.250000 Penalty: 4429.525391
	Iteration 43Q: 3 clusters Score -709818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -709818.562500 Penalty: 4429.525391
	Iteration 44Q: 3 clusters Score -709818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -709817.562500 Penalty: 4429.525391
	Iteration 45Q: 3 clusters Score -709817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -709818.937500 Penalty: 4429.525391
	Iteration 46Q: 3 clusters Score -709818.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -709818.937500 Penalty: 4429.525391
	Iteration 47F: 3 clusters Score -709818.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (43560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Entering Unmasked Estep 
Score: -4570235.000000 Penalty: 2649.109863
	Iteration 0F: 2 clusters Score -4570235 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 21743 members 
Entering Unmasked Estep 
Score: -4540800.000000 Penalty: 5298.219727
	Iteration 0F: 3 clusters Score -4540800 nChanged 19981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -4551947.500000 Penalty: 5298.219727
	Iteration 1F: 3 clusters Score -4551948 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4552703.500000 Penalty: 5298.219727
	Iteration 2Q: 3 clusters Score -4552704 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4553512 nChanged 2088
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4554361 nChanged 2163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4555326 nChanged 2170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4556379 nChanged 2212
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Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4557492 nChanged 2200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4558634 nChanged 2137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4559795 nChanged 1980
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Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4560855 nChanged 1754
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4561804 nChanged 1632
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Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4562659 nChanged 1423
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Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4563344 nChanged 1201
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Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4563849 nChanged 885
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Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4564176 nChanged 728
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Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4564420 nChanged 607
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Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4564606 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4564732 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4564838 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4564968 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4565054 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -4565181.500000 Penalty: 5298.219727
	Iteration 22Q: 3 clusters Score -4565182 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4565278 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4565360 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4565486 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4565579 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4565674 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4565804 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4565904 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4566028 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4566196 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4566348.500000 Penalty: 5298.219727
	Iteration 32Q: 3 clusters Score -4566348 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4566494 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4566656 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4566839.000000 Penalty: 5298.219727
	Iteration 35Q: 3 clusters Score -4566839 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4566996 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4567120 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4567284 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4567410 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4567551 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4567686 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4567822 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4567967 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4568105.500000 Penalty: 5298.219727
	Iteration 44Q: 3 clusters Score -4568106 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -4568284.000000 Penalty: 5298.219727
	Iteration 45Q: 3 clusters Score -4568284 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -4568454.000000 Penalty: 5298.219727
	Iteration 46Q: 3 clusters Score -4568454 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4568585.500000 Penalty: 5298.219727
	Iteration 47Q: 3 clusters Score -4568586 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4568695.000000 Penalty: 5298.219727
	Iteration 48Q: 3 clusters Score -4568695 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4568785.500000 Penalty: 5298.219727
	Iteration 49Q: 3 clusters Score -4568786 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4568832.500000 Penalty: 5298.219727
	Iteration 50Q: 3 clusters Score -4568832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4568865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4568886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4568886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4568905.000000 Penalty: 5298.219727
	Iteration 54Q: 3 clusters Score -4568905 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4568906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4568928.000000 Penalty: 5298.219727
	Iteration 56Q: 3 clusters Score -4568928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4568943.500000 Penalty: 5298.219727
	Iteration 57Q: 3 clusters Score -4568944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4568963.000000 Penalty: 5298.219727
	Iteration 58Q: 3 clusters Score -4568963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4568962.500000 Penalty: 5298.219727
	Iteration 59Q: 3 clusters Score -4568962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4568964.500000 Penalty: 5298.219727
	Iteration 60F: 3 clusters Score -4568964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4568971.000000 Penalty: 5298.219727
	Iteration 61Q: 3 clusters Score -4568971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4568965.500000 Penalty: 5298.219727
	Iteration 62Q: 3 clusters Score -4568966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4568978.000000 Penalty: 5298.219727
	Iteration 63Q: 3 clusters Score -4568978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4568974.500000 Penalty: 5298.219727
	Iteration 64Q: 3 clusters Score -4568974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4568982.500000 Penalty: 5298.219727
	Iteration 65Q: 3 clusters Score -4568982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4568985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4568977.500000 Penalty: 5298.219727
	Iteration 67Q: 3 clusters Score -4568978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4568979.500000 Penalty: 5298.219727
	Iteration 68Q: 3 clusters Score -4568980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4568985.000000 Penalty: 5298.219727
	Iteration 69Q: 3 clusters Score -4568985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4568981.000000 Penalty: 5298.219727
	Iteration 70Q: 3 clusters Score -4568981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4568991.000000 Penalty: 5298.219727
	Iteration 71Q: 3 clusters Score -4568991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4568992.500000 Penalty: 5298.219727
	Iteration 72Q: 3 clusters Score -4568992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4568998.000000 Penalty: 5298.219727
	Iteration 73Q: 3 clusters Score -4568998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4569004.500000 Penalty: 5298.219727
	Iteration 74Q: 3 clusters Score -4569004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4569002.000000 Penalty: 5298.219727
	Iteration 75Q: 3 clusters Score -4569002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4569004.500000 Penalty: 5298.219727
	Iteration 76Q: 3 clusters Score -4569004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4569007.500000 Penalty: 5298.219727
	Iteration 77Q: 3 clusters Score -4569008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4569010.000000 Penalty: 5298.219727
	Iteration 78Q: 3 clusters Score -4569010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4569013.000000 Penalty: 5298.219727
	Iteration 79Q: 3 clusters Score -4569013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4569015.500000 Penalty: 5298.219727
	Iteration 80F: 3 clusters Score -4569016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4569015.000000 Penalty: 5298.219727
	Iteration 81Q: 3 clusters Score -4569015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4569012.500000 Penalty: 5298.219727
	Iteration 82Q: 3 clusters Score -4569012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4569023.000000 Penalty: 5298.219727
	Iteration 83Q: 3 clusters Score -4569023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4569014.000000 Penalty: 5298.219727
	Iteration 84Q: 3 clusters Score -4569014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4569013.000000 Penalty: 5298.219727
	Iteration 85Q: 3 clusters Score -4569013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4569020.000000 Penalty: 5298.219727
	Iteration 86Q: 3 clusters Score -4569020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4569021.000000 Penalty: 5298.219727
	Iteration 87Q: 3 clusters Score -4569021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4569020.500000 Penalty: 5298.219727
	Iteration 88Q: 3 clusters Score -4569020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4569022.000000 Penalty: 5298.219727
	Iteration 89Q: 3 clusters Score -4569022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4569023.000000 Penalty: 5298.219727
	Iteration 90Q: 3 clusters Score -4569023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4569025.500000 Penalty: 5298.219727
	Iteration 91Q: 3 clusters Score -4569026 nChanged 0
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Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4569025.500000 Penalty: 5298.219727
	Iteration 92F: 3 clusters Score -4569026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -52953.058594 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -52953.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51466.410156 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -51466.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51726.875000 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -51726.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51814.125000 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -51814.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51856.843750 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -51856.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51884.476562 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -51884.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51911.339844 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -51911.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51925.828125 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -51925.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51932.375000 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -51932.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51935.378906 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -51935.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51935.378906 Penalty: 3126.099121
	Iteration 9F: 3 clusters Score -51935.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (9310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Entering Unmasked Estep 
Score: -1033114.750000 Penalty: 2266.433350
	Iteration 0F: 2 clusters Score -1033115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1025900.437500 Penalty: 4532.866699
	Iteration 0F: 3 clusters Score -1025900 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1027962.000000 Penalty: 4532.866699
	Iteration 1F: 3 clusters Score -1027962 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1028253.625000 Penalty: 4532.866699
	Iteration 2F: 3 clusters Score -1028254 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1028443.687500 Penalty: 4532.866699
	Iteration 3Q: 3 clusters Score -1028444 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1028592.750000 Penalty: 4532.866699
	Iteration 4Q: 3 clusters Score -1028593 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1028724.812500 Penalty: 4532.866699
	Iteration 5Q: 3 clusters Score -1028725 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1028840.375000 Penalty: 4532.866699
	Iteration 6Q: 3 clusters Score -1028840 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1028930.812500 Penalty: 4532.866699
	Iteration 7Q: 3 clusters Score -1028931 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1029020.625000 Penalty: 4532.866699
	Iteration 8Q: 3 clusters Score -1029021 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1029126.250000 Penalty: 4532.866699
	Iteration 9Q: 3 clusters Score -1029126 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1029256.500000 Penalty: 4532.866699
	Iteration 10Q: 3 clusters Score -1029256 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1029377.687500 Penalty: 4532.866699
	Iteration 11Q: 3 clusters Score -1029378 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1029485.562500 Penalty: 4532.866699
	Iteration 12Q: 3 clusters Score -1029486 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1029575.312500 Penalty: 4532.866699
	Iteration 13Q: 3 clusters Score -1029575 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1029672.125000 Penalty: 4532.866699
	Iteration 14Q: 3 clusters Score -1029672 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1029775.187500 Penalty: 4532.866699
	Iteration 15Q: 3 clusters Score -1029775 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1029900.687500 Penalty: 4532.866699
	Iteration 16Q: 3 clusters Score -1029901 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1030041.250000 Penalty: 4532.866699
	Iteration 17Q: 3 clusters Score -1030041 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1030200.875000 Penalty: 4532.866699
	Iteration 18Q: 3 clusters Score -1030201 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1030338.750000 Penalty: 4532.866699
	Iteration 19Q: 3 clusters Score -1030339 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1030451.937500 Penalty: 4532.866699
	Iteration 20F: 3 clusters Score -1030452 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1030532.437500 Penalty: 4532.866699
	Iteration 21Q: 3 clusters Score -1030532 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1030592.875000 Penalty: 4532.866699
	Iteration 22Q: 3 clusters Score -1030593 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1030642.375000 Penalty: 4532.866699
	Iteration 23Q: 3 clusters Score -1030642 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1030687.750000 Penalty: 4532.866699
	Iteration 24Q: 3 clusters Score -1030688 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1030710.375000 Penalty: 4532.866699
	Iteration 25Q: 3 clusters Score -1030710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1030729.750000 Penalty: 4532.866699
	Iteration 26Q: 3 clusters Score -1030730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1030739.125000 Penalty: 4532.866699
	Iteration 27Q: 3 clusters Score -1030739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1030750.937500 Penalty: 4532.866699
	Iteration 28Q: 3 clusters Score -1030751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1030766.750000 Penalty: 4532.866699
	Iteration 29Q: 3 clusters Score -1030767 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1030780.812500 Penalty: 4532.866699
	Iteration 30Q: 3 clusters Score -1030781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1030797.437500 Penalty: 4532.866699
	Iteration 31Q: 3 clusters Score -1030797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1030808.625000 Penalty: 4532.866699
	Iteration 32Q: 3 clusters Score -1030809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1030823.687500 Penalty: 4532.866699
	Iteration 33Q: 3 clusters Score -1030824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1030835.812500 Penalty: 4532.866699
	Iteration 34Q: 3 clusters Score -1030836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1030852.625000 Penalty: 4532.866699
	Iteration 35Q: 3 clusters Score -1030853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1030869.500000 Penalty: 4532.866699
	Iteration 36Q: 3 clusters Score -1030870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1030894.062500 Penalty: 4532.866699
	Iteration 37Q: 3 clusters Score -1030894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1030924.812500 Penalty: 4532.866699
	Iteration 38Q: 3 clusters Score -1030925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1030943.875000 Penalty: 4532.866699
	Iteration 39Q: 3 clusters Score -1030944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1030966.687500 Penalty: 4532.866699
	Iteration 40F: 3 clusters Score -1030967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1030987.437500 Penalty: 4532.866699
	Iteration 41Q: 3 clusters Score -1030987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1031002.625000 Penalty: 4532.866699
	Iteration 42Q: 3 clusters Score -1031003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1031016.625000 Penalty: 4532.866699
	Iteration 43Q: 3 clusters Score -1031017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1031033.312500 Penalty: 4532.866699
	Iteration 44Q: 3 clusters Score -1031033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1031050.437500 Penalty: 4532.866699
	Iteration 45Q: 3 clusters Score -1031050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1031067.812500 Penalty: 4532.866699
	Iteration 46Q: 3 clusters Score -1031068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1031094.562500 Penalty: 4532.866699
	Iteration 47Q: 3 clusters Score -1031095 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1031123.750000 Penalty: 4532.866699
	Iteration 48Q: 3 clusters Score -1031124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1031169.937500 Penalty: 4532.866699
	Iteration 49Q: 3 clusters Score -1031170 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1031227.625000 Penalty: 4532.866699
	Iteration 50Q: 3 clusters Score -1031228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1031296.000000 Penalty: 4532.866699
	Iteration 51Q: 3 clusters Score -1031296 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1031379.187500 Penalty: 4532.866699
	Iteration 52Q: 3 clusters Score -1031379 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1031478.062500 Penalty: 4532.866699
	Iteration 53Q: 3 clusters Score -1031478 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1031598.062500 Penalty: 4532.866699
	Iteration 54Q: 3 clusters Score -1031598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1031739.937500 Penalty: 4532.866699
	Iteration 55Q: 3 clusters Score -1031740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1031895.250000 Penalty: 4532.866699
	Iteration 56Q: 3 clusters Score -1031895 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1031999.500000 Penalty: 4532.866699
	Iteration 57Q: 3 clusters Score -1032000 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1032060.062500 Penalty: 4532.866699
	Iteration 58Q: 3 clusters Score -1032060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1032082.937500 Penalty: 4532.866699
	Iteration 59Q: 3 clusters Score -1032083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1032115.750000 Penalty: 4532.866699
	Iteration 60F: 3 clusters Score -1032116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1032128.000000 Penalty: 4532.866699
	Iteration 61Q: 3 clusters Score -1032128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1032134.937500 Penalty: 4532.866699
	Iteration 62Q: 3 clusters Score -1032135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1032138.625000 Penalty: 4532.866699
	Iteration 63Q: 3 clusters Score -1032139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1032142.562500 Penalty: 4532.866699
	Iteration 64Q: 3 clusters Score -1032143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1032143.000000 Penalty: 4532.866699
	Iteration 65Q: 3 clusters Score -1032143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1032144.500000 Penalty: 4532.866699
	Iteration 66Q: 3 clusters Score -1032144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1032147.437500 Penalty: 4532.866699
	Iteration 67Q: 3 clusters Score -1032147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1032147.437500 Penalty: 4532.866699
	Iteration 68F: 3 clusters Score -1032147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 11559 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213046 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 10565 members 
Mstep: Class 12 contains 14118 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46617 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 141209 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 12753 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32332 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26709 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8316 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11974 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7323 members 
Mstep: Class 42 contains 13480 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17872 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7136 members 
Mstep: Class 49 contains 24534 members 
Mstep: Class 50 contains 7508 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22290 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18808 members 
Mstep: Class 55 contains 2945 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38948 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3797 members 
Mstep: Class 60 contains 7559 members 
Mstep: Class 61 contains 43560 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284992.000000 Penalty: 219852.140625
Iteration 279Q: 64 clusters Score -1.39285e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109550 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 52261 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5733 members 
Mstep: Class 6 contains 11561 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213045 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11326 members 
Mstep: Class 11 contains 10542 members 
Mstep: Class 12 contains 14098 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46617 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 141208 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 18113 members 
Mstep: Class 23 contains 10451 members 
Mstep: Class 24 contains 12735 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32397 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8318 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11973 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7326 members 
Mstep: Class 42 contains 13460 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17874 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24540 members 
Mstep: Class 50 contains 7506 members 
Mstep: Class 51 contains 13901 members 
Mstep: Class 52 contains 22304 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18806 members 
Mstep: Class 55 contains 2950 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38926 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3839 members 
Mstep: Class 60 contains 7575 members 
Mstep: Class 61 contains 43541 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284752.000000 Penalty: 219852.140625
Iteration 280F: 64 clusters Score -1.392848e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109544 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 52262 members 
Mstep: Class 4 contains 7798 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 11564 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213043 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 14069 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46611 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 141206 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 18115 members 
Mstep: Class 23 contains 10453 members 
Mstep: Class 24 contains 12719 members 
Mstep: Class 25 contains 15251 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32460 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26703 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8319 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11972 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7327 members 
Mstep: Class 42 contains 13447 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17875 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7144 members 
Mstep: Class 49 contains 24550 members 
Mstep: Class 50 contains 7504 members 
Mstep: Class 51 contains 13901 members 
Mstep: Class 52 contains 22317 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18807 members 
Mstep: Class 55 contains 2951 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38892 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3882 members 
Mstep: Class 60 contains 7598 members 
Mstep: Class 61 contains 43531 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139284896.000000 Penalty: 219852.140625
Iteration 281Q: 64 clusters Score -1.392849e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 14054 members 
Mstep: Class 3 contains 52259 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11568 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213040 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 12 contains 14032 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 46605 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 141205 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 18122 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 12712 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32524 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26698 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8320 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11969 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7333 members 
Mstep: Class 42 contains 13439 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17876 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4482 members 
Mstep: Class 48 contains 7144 members 
Mstep: Class 49 contains 24557 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 22345 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18811 members 
Mstep: Class 55 contains 2953 members 
Mstep: Class 56 contains 4928 members 
Mstep: Class 57 contains 38871 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3915 members 
Mstep: Class 60 contains 7624 members 
Mstep: Class 61 contains 43528 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285136.000000 Penalty: 219852.140625
Iteration 282Q: 64 clusters Score -1.392851e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 14059 members 
Mstep: Class 3 contains 52258 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11570 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213040 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11251 members 
Mstep: Class 11 contains 10457 members 
Mstep: Class 12 contains 13998 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 46603 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 141203 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8375 members 
Mstep: Class 22 contains 18126 members 
Mstep: Class 23 contains 10451 members 
Mstep: Class 24 contains 12704 members 
Mstep: Class 25 contains 15258 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32583 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26699 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8318 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11960 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7335 members 
Mstep: Class 42 contains 13419 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17873 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7143 members 
Mstep: Class 49 contains 24559 members 
Mstep: Class 50 contains 7492 members 
Mstep: Class 51 contains 13904 members 
Mstep: Class 52 contains 22364 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18813 members 
Mstep: Class 55 contains 2955 members 
Mstep: Class 56 contains 4927 members 
Mstep: Class 57 contains 38854 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3949 members 
Mstep: Class 60 contains 7649 members 
Mstep: Class 61 contains 43514 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285152.000000 Penalty: 219852.140625
Iteration 283Q: 64 clusters Score -1.392852e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 14060 members 
Mstep: Class 3 contains 52255 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213039 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11236 members 
Mstep: Class 11 contains 10438 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46607 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 141200 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 18133 members 
Mstep: Class 23 contains 10448 members 
Mstep: Class 24 contains 12695 members 
Mstep: Class 25 contains 15259 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32632 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26703 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29660 members 
Mstep: Class 32 contains 8315 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11958 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7336 members 
Mstep: Class 42 contains 13400 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17874 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4479 members 
Mstep: Class 48 contains 7146 members 
Mstep: Class 49 contains 24563 members 
Mstep: Class 50 contains 7491 members 
Mstep: Class 51 contains 13904 members 
Mstep: Class 52 contains 22363 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18815 members 
Mstep: Class 55 contains 2957 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38836 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3973 members 
Mstep: Class 60 contains 7669 members 
Mstep: Class 61 contains 43494 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285088.000000 Penalty: 219852.140625
Iteration 284Q: 64 clusters Score -1.392851e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 14058 members 
Mstep: Class 3 contains 52253 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11578 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213037 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11210 members 
Mstep: Class 11 contains 10409 members 
Mstep: Class 12 contains 13973 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46604 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 6455 members 
Mstep: Class 19 contains 141200 members 
Mstep: Class 20 contains 3013 members 
Mstep: Class 21 contains 8382 members 
Mstep: Class 22 contains 18138 members 
Mstep: Class 23 contains 10448 members 
Mstep: Class 24 contains 12689 members 
Mstep: Class 25 contains 15260 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32676 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26703 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29659 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11954 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7337 members 
Mstep: Class 42 contains 13397 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17873 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7147 members 
Mstep: Class 49 contains 24568 members 
Mstep: Class 50 contains 7490 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 22365 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18816 members 
Mstep: Class 55 contains 2962 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38819 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 3992 members 
Mstep: Class 60 contains 7688 members 
Mstep: Class 61 contains 43485 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285168.000000 Penalty: 219852.140625
Iteration 285Q: 64 clusters Score -1.392852e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 52252 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11584 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213036 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 10383 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 46593 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 141200 members 
Mstep: Class 20 contains 3015 members 
Mstep: Class 21 contains 8383 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 10443 members 
Mstep: Class 24 contains 12684 members 
Mstep: Class 25 contains 15260 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32722 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26704 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29658 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11946 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7338 members 
Mstep: Class 42 contains 13391 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17872 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7148 members 
Mstep: Class 49 contains 24572 members 
Mstep: Class 50 contains 7484 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 22372 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18818 members 
Mstep: Class 55 contains 2968 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38800 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4024 members 
Mstep: Class 60 contains 7707 members 
Mstep: Class 61 contains 43478 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285184.000000 Penalty: 219852.140625
Iteration 286Q: 64 clusters Score -1.392852e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 52253 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11591 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213037 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11177 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 13937 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 46588 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 6462 members 
Mstep: Class 19 contains 141199 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8383 members 
Mstep: Class 22 contains 18137 members 
Mstep: Class 23 contains 10446 members 
Mstep: Class 24 contains 12685 members 
Mstep: Class 25 contains 15258 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32755 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26704 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29658 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11940 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7339 members 
Mstep: Class 42 contains 13385 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17871 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7146 members 
Mstep: Class 49 contains 24577 members 
Mstep: Class 50 contains 7481 members 
Mstep: Class 51 contains 13906 members 
Mstep: Class 52 contains 22382 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18822 members 
Mstep: Class 55 contains 2970 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38785 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4060 members 
Mstep: Class 60 contains 7710 members 
Mstep: Class 61 contains 43462 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285136.000000 Penalty: 219852.140625
Iteration 287Q: 64 clusters Score -1.392851e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 52255 members 
Mstep: Class 4 contains 7799 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11593 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213043 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11168 members 
Mstep: Class 11 contains 10356 members 
Mstep: Class 12 contains 13922 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 46587 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 6464 members 
Mstep: Class 19 contains 141197 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8383 members 
Mstep: Class 22 contains 18139 members 
Mstep: Class 23 contains 10446 members 
Mstep: Class 24 contains 12685 members 
Mstep: Class 25 contains 15259 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32785 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26698 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29658 members 
Mstep: Class 32 contains 8311 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11932 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7341 members 
Mstep: Class 42 contains 13378 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17871 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4481 members 
Mstep: Class 48 contains 7148 members 
Mstep: Class 49 contains 24580 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13907 members 
Mstep: Class 52 contains 22392 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18820 members 
Mstep: Class 55 contains 2975 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38768 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4095 members 
Mstep: Class 60 contains 7722 members 
Mstep: Class 61 contains 43439 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285168.000000 Penalty: 219852.140625
Iteration 288Q: 64 clusters Score -1.392852e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 14060 members 
Mstep: Class 3 contains 52259 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11595 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213045 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11150 members 
Mstep: Class 11 contains 10337 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 46590 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141195 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8384 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 10445 members 
Mstep: Class 24 contains 12682 members 
Mstep: Class 25 contains 15259 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32814 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26690 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29658 members 
Mstep: Class 32 contains 8309 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11921 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7341 members 
Mstep: Class 42 contains 13374 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17871 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7151 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7472 members 
Mstep: Class 51 contains 13910 members 
Mstep: Class 52 contains 22404 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18818 members 
Mstep: Class 55 contains 2979 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38751 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4141 members 
Mstep: Class 60 contains 7735 members 
Mstep: Class 61 contains 43416 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285136.000000 Penalty: 219852.140625
Iteration 289Q: 64 clusters Score -1.392851e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109500 members 
Mstep: Class 2 contains 14062 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 7799 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11596 members 
Mstep: Class 7 contains 128964 members 
Mstep: Class 8 contains 213052 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 13872 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 46589 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141193 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8386 members 
Mstep: Class 22 contains 18142 members 
Mstep: Class 23 contains 10444 members 
Mstep: Class 24 contains 12688 members 
Mstep: Class 25 contains 15263 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32844 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26689 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 29659 members 
Mstep: Class 32 contains 8305 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11913 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7341 members 
Mstep: Class 42 contains 13369 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17872 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4479 members 
Mstep: Class 48 contains 7149 members 
Mstep: Class 49 contains 24583 members 
Mstep: Class 50 contains 7468 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 22411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18817 members 
Mstep: Class 55 contains 2983 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38738 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4175 members 
Mstep: Class 60 contains 7750 members 
Mstep: Class 61 contains 43396 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285056.000000 Penalty: 219852.140625
Iteration 290Q: 64 clusters Score -1.392851e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 14065 members 
Mstep: Class 3 contains 52261 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11598 members 
Mstep: Class 7 contains 128963 members 
Mstep: Class 8 contains 213054 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 13854 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46588 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141192 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 18141 members 
Mstep: Class 23 contains 10447 members 
Mstep: Class 24 contains 12687 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32878 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26687 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29660 members 
Mstep: Class 32 contains 8303 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11908 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7344 members 
Mstep: Class 42 contains 13369 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17872 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4479 members 
Mstep: Class 48 contains 7149 members 
Mstep: Class 49 contains 24585 members 
Mstep: Class 50 contains 7464 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 22418 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18818 members 
Mstep: Class 55 contains 2984 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38716 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4200 members 
Mstep: Class 60 contains 7757 members 
Mstep: Class 61 contains 43376 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285376.000000 Penalty: 219852.140625
Iteration 291Q: 64 clusters Score -1.392854e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11597 members 
Mstep: Class 7 contains 128962 members 
Mstep: Class 8 contains 213052 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11123 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 13847 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46588 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8391 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 10446 members 
Mstep: Class 24 contains 12686 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32902 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26686 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 8304 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11901 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7348 members 
Mstep: Class 42 contains 13366 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17873 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7150 members 
Mstep: Class 49 contains 24586 members 
Mstep: Class 50 contains 7468 members 
Mstep: Class 51 contains 13917 members 
Mstep: Class 52 contains 22423 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18818 members 
Mstep: Class 55 contains 2988 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38707 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4211 members 
Mstep: Class 60 contains 7764 members 
Mstep: Class 61 contains 43358 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285264.000000 Penalty: 219852.140625
Iteration 292Q: 64 clusters Score -1.392853e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11597 members 
Mstep: Class 7 contains 128959 members 
Mstep: Class 8 contains 213050 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11116 members 
Mstep: Class 11 contains 10280 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46588 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8393 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 10446 members 
Mstep: Class 24 contains 12684 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32916 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26685 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29663 members 
Mstep: Class 32 contains 8304 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11898 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7350 members 
Mstep: Class 42 contains 13366 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17873 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4479 members 
Mstep: Class 48 contains 7150 members 
Mstep: Class 49 contains 24586 members 
Mstep: Class 50 contains 7469 members 
Mstep: Class 51 contains 13917 members 
Mstep: Class 52 contains 22422 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18816 members 
Mstep: Class 55 contains 2993 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38699 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4228 members 
Mstep: Class 60 contains 7772 members 
Mstep: Class 61 contains 43349 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285200.000000 Penalty: 219852.140625
Iteration 293Q: 64 clusters Score -1.392852e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 14067 members 
Mstep: Class 3 contains 52266 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11596 members 
Mstep: Class 7 contains 128959 members 
Mstep: Class 8 contains 213050 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10272 members 
Mstep: Class 12 contains 13820 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46589 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141189 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8396 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 10451 members 
Mstep: Class 24 contains 12684 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32925 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26689 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29663 members 
Mstep: Class 32 contains 8303 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11897 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7351 members 
Mstep: Class 42 contains 13365 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17873 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4479 members 
Mstep: Class 48 contains 7149 members 
Mstep: Class 49 contains 24585 members 
Mstep: Class 50 contains 7468 members 
Mstep: Class 51 contains 13917 members 
Mstep: Class 52 contains 22426 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18814 members 
Mstep: Class 55 contains 2999 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38690 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4250 members 
Mstep: Class 60 contains 7771 members 
Mstep: Class 61 contains 43342 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285360.000000 Penalty: 219852.140625
Iteration 294Q: 64 clusters Score -1.392854e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 14067 members 
Mstep: Class 3 contains 52266 members 
Mstep: Class 4 contains 7799 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 11597 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213051 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11090 members 
Mstep: Class 11 contains 10262 members 
Mstep: Class 12 contains 13811 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46589 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141189 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8399 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 12687 members 
Mstep: Class 25 contains 15267 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32937 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26689 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29663 members 
Mstep: Class 32 contains 8301 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11896 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7353 members 
Mstep: Class 42 contains 13362 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17874 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4479 members 
Mstep: Class 48 contains 7148 members 
Mstep: Class 49 contains 24585 members 
Mstep: Class 50 contains 7467 members 
Mstep: Class 51 contains 13917 members 
Mstep: Class 52 contains 22437 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18811 members 
Mstep: Class 55 contains 3002 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38682 members 
Mstep: Class 58 contains 1795 members 
Mstep: Class 59 contains 4269 members 
Mstep: Class 60 contains 7776 members 
Mstep: Class 61 contains 43325 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285584.000000 Penalty: 219852.140625
Iteration 295Q: 64 clusters Score -1.392856e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 14067 members 
Mstep: Class 3 contains 52266 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11600 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213054 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11070 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 13792 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46591 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 10451 members 
Mstep: Class 24 contains 12685 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32947 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26694 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8300 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11896 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7357 members 
Mstep: Class 42 contains 13360 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17877 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7148 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7466 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 22457 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18810 members 
Mstep: Class 55 contains 3002 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38673 members 
Mstep: Class 58 contains 1794 members 
Mstep: Class 59 contains 4287 members 
Mstep: Class 60 contains 7785 members 
Mstep: Class 61 contains 43314 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285520.000000 Penalty: 219852.140625
Iteration 296Q: 64 clusters Score -1.392855e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 14067 members 
Mstep: Class 3 contains 52268 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213059 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11056 members 
Mstep: Class 11 contains 10232 members 
Mstep: Class 12 contains 13765 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46592 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 4188 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 141195 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 18139 members 
Mstep: Class 23 contains 10450 members 
Mstep: Class 24 contains 12686 members 
Mstep: Class 25 contains 15262 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32954 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26702 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8299 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11894 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7359 members 
Mstep: Class 42 contains 13356 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17879 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7147 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7467 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 22471 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18808 members 
Mstep: Class 55 contains 3002 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38672 members 
Mstep: Class 58 contains 1794 members 
Mstep: Class 59 contains 4312 members 
Mstep: Class 60 contains 7799 members 
Mstep: Class 61 contains 43298 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285536.000000 Penalty: 219852.140625
Iteration 297Q: 64 clusters Score -1.392855e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52270 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 11604 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213066 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11042 members 
Mstep: Class 11 contains 10220 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46592 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 141196 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 18139 members 
Mstep: Class 23 contains 10451 members 
Mstep: Class 24 contains 12684 members 
Mstep: Class 25 contains 15262 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32959 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26702 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8297 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11893 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7361 members 
Mstep: Class 42 contains 13353 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17880 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7146 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7467 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 22477 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18805 members 
Mstep: Class 55 contains 3003 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38674 members 
Mstep: Class 58 contains 1794 members 
Mstep: Class 59 contains 4337 members 
Mstep: Class 60 contains 7805 members 
Mstep: Class 61 contains 43291 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285520.000000 Penalty: 219852.140625
Iteration 298Q: 64 clusters Score -1.392855e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52271 members 
Mstep: Class 4 contains 7807 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 11605 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213069 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11033 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46591 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141197 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8403 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 23 contains 10449 members 
Mstep: Class 24 contains 12681 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32965 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5993 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11892 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7364 members 
Mstep: Class 42 contains 13354 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17880 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7146 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7468 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 22486 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18804 members 
Mstep: Class 55 contains 3007 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38672 members 
Mstep: Class 58 contains 1794 members 
Mstep: Class 59 contains 4358 members 
Mstep: Class 60 contains 7805 members 
Mstep: Class 61 contains 43284 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285504.000000 Penalty: 219852.140625
Iteration 299Q: 64 clusters Score -1.392855e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109490 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52273 members 
Mstep: Class 4 contains 7810 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213070 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11029 members 
Mstep: Class 11 contains 10202 members 
Mstep: Class 12 contains 13713 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46591 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 6468 members 
Mstep: Class 19 contains 141198 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8404 members 
Mstep: Class 22 contains 18139 members 
Mstep: Class 23 contains 10446 members 
Mstep: Class 24 contains 12679 members 
Mstep: Class 25 contains 15268 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32968 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8291 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5994 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11890 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7366 members 
Mstep: Class 42 contains 13353 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17881 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7146 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7467 members 
Mstep: Class 51 contains 13915 members 
Mstep: Class 52 contains 22499 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18799 members 
Mstep: Class 55 contains 3010 members 
Mstep: Class 56 contains 4925 members 
Mstep: Class 57 contains 38672 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4374 members 
Mstep: Class 60 contains 7808 members 
Mstep: Class 61 contains 43276 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285536.000000 Penalty: 219852.140625
Iteration 300F: 64 clusters Score -1.392855e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52274 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 11608 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213072 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11025 members 
Mstep: Class 11 contains 10193 members 
Mstep: Class 12 contains 13702 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46591 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 141197 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8405 members 
Mstep: Class 22 contains 18138 members 
Mstep: Class 23 contains 10442 members 
Mstep: Class 24 contains 12683 members 
Mstep: Class 25 contains 15268 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32970 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8292 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5994 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11888 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7368 members 
Mstep: Class 42 contains 13351 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17881 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7145 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7472 members 
Mstep: Class 51 contains 13915 members 
Mstep: Class 52 contains 22505 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18795 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 4925 members 
Mstep: Class 57 contains 38668 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4390 members 
Mstep: Class 60 contains 7814 members 
Mstep: Class 61 contains 43273 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285440.000000 Penalty: 219852.140625
Iteration 301Q: 64 clusters Score -1.392854e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52276 members 
Mstep: Class 4 contains 7814 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 11611 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213072 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11029 members 
Mstep: Class 11 contains 10187 members 
Mstep: Class 12 contains 13697 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46591 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 141196 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8407 members 
Mstep: Class 22 contains 18137 members 
Mstep: Class 23 contains 10442 members 
Mstep: Class 24 contains 12683 members 
Mstep: Class 25 contains 15267 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32969 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26700 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5994 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11886 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7367 members 
Mstep: Class 42 contains 13348 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17882 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7145 members 
Mstep: Class 49 contains 24583 members 
Mstep: Class 50 contains 7473 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 22507 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18789 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 4925 members 
Mstep: Class 57 contains 38668 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4408 members 
Mstep: Class 60 contains 7816 members 
Mstep: Class 61 contains 43270 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285552.000000 Penalty: 219852.140625
Iteration 302Q: 64 clusters Score -1.392856e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109490 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52277 members 
Mstep: Class 4 contains 7814 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213072 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11029 members 
Mstep: Class 11 contains 10184 members 
Mstep: Class 12 contains 13687 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46589 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141196 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8407 members 
Mstep: Class 22 contains 18137 members 
Mstep: Class 23 contains 10439 members 
Mstep: Class 24 contains 12680 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32971 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26700 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5994 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11881 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7366 members 
Mstep: Class 42 contains 13348 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17883 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7144 members 
Mstep: Class 49 contains 24583 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 22515 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18781 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4926 members 
Mstep: Class 57 contains 38665 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4432 members 
Mstep: Class 60 contains 7820 members 
Mstep: Class 61 contains 43266 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285536.000000 Penalty: 219852.140625
Iteration 303Q: 64 clusters Score -1.392855e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52279 members 
Mstep: Class 4 contains 7814 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11614 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213071 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11028 members 
Mstep: Class 11 contains 10183 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46584 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 141196 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8409 members 
Mstep: Class 22 contains 18138 members 
Mstep: Class 23 contains 10437 members 
Mstep: Class 24 contains 12679 members 
Mstep: Class 25 contains 15264 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32972 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26698 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5994 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11880 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7367 members 
Mstep: Class 42 contains 13345 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17884 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7143 members 
Mstep: Class 49 contains 24583 members 
Mstep: Class 50 contains 7477 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 22520 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18773 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4925 members 
Mstep: Class 57 contains 38663 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4457 members 
Mstep: Class 60 contains 7819 members 
Mstep: Class 61 contains 43265 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285520.000000 Penalty: 219852.140625
Iteration 304Q: 64 clusters Score -1.392855e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52279 members 
Mstep: Class 4 contains 7816 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11615 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213071 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 11 contains 10180 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 141194 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18136 members 
Mstep: Class 23 contains 10434 members 
Mstep: Class 24 contains 12679 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32973 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26694 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11878 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7368 members 
Mstep: Class 42 contains 13343 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17884 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7143 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7477 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 22523 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18767 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38660 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4494 members 
Mstep: Class 60 contains 7822 members 
Mstep: Class 61 contains 43263 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285504.000000 Penalty: 219852.140625
Iteration 305Q: 64 clusters Score -1.392855e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52280 members 
Mstep: Class 4 contains 7817 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11617 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213072 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 11 contains 10179 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46578 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141192 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8411 members 
Mstep: Class 22 contains 18135 members 
Mstep: Class 23 contains 10431 members 
Mstep: Class 24 contains 12681 members 
Mstep: Class 25 contains 15264 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32977 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26688 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11877 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 13340 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17884 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7141 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7479 members 
Mstep: Class 51 contains 13917 members 
Mstep: Class 52 contains 22524 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18762 members 
Mstep: Class 55 contains 3016 members 
Mstep: Class 56 contains 4924 members 
Mstep: Class 57 contains 38656 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4527 members 
Mstep: Class 60 contains 7822 members 
Mstep: Class 61 contains 43261 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285408.000000 Penalty: 219852.140625
Iteration 306Q: 64 clusters Score -1.392854e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11618 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213072 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11031 members 
Mstep: Class 11 contains 10179 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46574 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8412 members 
Mstep: Class 22 contains 18135 members 
Mstep: Class 23 contains 10429 members 
Mstep: Class 24 contains 12680 members 
Mstep: Class 25 contains 15264 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32982 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26687 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11875 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7373 members 
Mstep: Class 42 contains 13339 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17884 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7139 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7482 members 
Mstep: Class 51 contains 13918 members 
Mstep: Class 52 contains 22526 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18754 members 
Mstep: Class 55 contains 3017 members 
Mstep: Class 56 contains 4924 members 
Mstep: Class 57 contains 38654 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4562 members 
Mstep: Class 60 contains 7820 members 
Mstep: Class 61 contains 43254 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285456.000000 Penalty: 219852.140625
Iteration 307Q: 64 clusters Score -1.392855e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52280 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213072 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11033 members 
Mstep: Class 11 contains 10178 members 
Mstep: Class 12 contains 13594 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46574 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8413 members 
Mstep: Class 22 contains 18135 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12679 members 
Mstep: Class 25 contains 15264 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32988 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26687 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11873 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7377 members 
Mstep: Class 42 contains 13339 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17884 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7138 members 
Mstep: Class 49 contains 24584 members 
Mstep: Class 50 contains 7483 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22529 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18744 members 
Mstep: Class 55 contains 3017 members 
Mstep: Class 56 contains 4924 members 
Mstep: Class 57 contains 38649 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4595 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43244 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285648.000000 Penalty: 219852.140625
Iteration 308Q: 64 clusters Score -1.392856e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52279 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11033 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46571 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141192 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8413 members 
Mstep: Class 22 contains 18135 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12674 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32994 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26689 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11868 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7382 members 
Mstep: Class 42 contains 13339 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17885 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7138 members 
Mstep: Class 49 contains 24583 members 
Mstep: Class 50 contains 7482 members 
Mstep: Class 51 contains 13918 members 
Mstep: Class 52 contains 22533 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18736 members 
Mstep: Class 55 contains 3017 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38641 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4620 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43241 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285648.000000 Penalty: 219852.140625
Iteration 309Q: 64 clusters Score -1.392856e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52277 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11032 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13573 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 6468 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8413 members 
Mstep: Class 22 contains 18135 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32997 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26689 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11865 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7387 members 
Mstep: Class 42 contains 13339 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17886 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4480 members 
Mstep: Class 48 contains 7138 members 
Mstep: Class 49 contains 24585 members 
Mstep: Class 50 contains 7480 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22536 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18729 members 
Mstep: Class 55 contains 3017 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38637 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4644 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43237 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285552.000000 Penalty: 219852.140625
Iteration 310Q: 64 clusters Score -1.392856e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52279 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11033 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13564 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46564 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8413 members 
Mstep: Class 22 contains 18134 members 
Mstep: Class 23 contains 10426 members 
Mstep: Class 24 contains 12675 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33000 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26687 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11865 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7392 members 
Mstep: Class 42 contains 13337 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17888 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4479 members 
Mstep: Class 48 contains 7138 members 
Mstep: Class 49 contains 24586 members 
Mstep: Class 50 contains 7479 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22536 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18720 members 
Mstep: Class 55 contains 3017 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38635 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4664 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43228 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285568.000000 Penalty: 219852.140625
Iteration 311Q: 64 clusters Score -1.392856e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109490 members 
Mstep: Class 2 contains 14070 members 
Mstep: Class 3 contains 52279 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128960 members 
Mstep: Class 8 contains 213071 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11032 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13570 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46569 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8411 members 
Mstep: Class 22 contains 18132 members 
Mstep: Class 23 contains 10425 members 
Mstep: Class 24 contains 12674 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32999 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26687 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11864 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7398 members 
Mstep: Class 42 contains 13336 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17890 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4478 members 
Mstep: Class 48 contains 7139 members 
Mstep: Class 49 contains 24586 members 
Mstep: Class 50 contains 7480 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22538 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18710 members 
Mstep: Class 55 contains 3017 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38631 members 
Mstep: Class 58 contains 1793 members 
Mstep: Class 59 contains 4673 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43218 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285600.000000 Penalty: 219852.140625
Iteration 312Q: 64 clusters Score -1.392856e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 14070 members 
Mstep: Class 3 contains 52278 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128959 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13569 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46569 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8411 members 
Mstep: Class 22 contains 18133 members 
Mstep: Class 23 contains 10424 members 
Mstep: Class 24 contains 12674 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33002 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26686 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11864 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7400 members 
Mstep: Class 42 contains 13332 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17890 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4477 members 
Mstep: Class 48 contains 7141 members 
Mstep: Class 49 contains 24587 members 
Mstep: Class 50 contains 7482 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22539 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18703 members 
Mstep: Class 55 contains 3016 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38629 members 
Mstep: Class 58 contains 1792 members 
Mstep: Class 59 contains 4690 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43205 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285536.000000 Penalty: 219852.140625
Iteration 313Q: 64 clusters Score -1.392855e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 14070 members 
Mstep: Class 3 contains 52279 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128959 members 
Mstep: Class 8 contains 213074 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13569 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46567 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8411 members 
Mstep: Class 22 contains 18133 members 
Mstep: Class 23 contains 10426 members 
Mstep: Class 24 contains 12671 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33002 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26685 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11863 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7402 members 
Mstep: Class 42 contains 13331 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4477 members 
Mstep: Class 48 contains 7141 members 
Mstep: Class 49 contains 24588 members 
Mstep: Class 50 contains 7484 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22538 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18697 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38625 members 
Mstep: Class 58 contains 1792 members 
Mstep: Class 59 contains 4707 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43199 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285520.000000 Penalty: 219852.140625
Iteration 314Q: 64 clusters Score -1.392855e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 14070 members 
Mstep: Class 3 contains 52280 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128959 members 
Mstep: Class 8 contains 213074 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11025 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13571 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 46565 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8412 members 
Mstep: Class 22 contains 18134 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12669 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33005 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26691 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4587 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7403 members 
Mstep: Class 42 contains 13331 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7141 members 
Mstep: Class 49 contains 24589 members 
Mstep: Class 50 contains 7488 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22540 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18694 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38618 members 
Mstep: Class 58 contains 1791 members 
Mstep: Class 59 contains 4712 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43191 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285536.000000 Penalty: 219852.140625
Iteration 315Q: 64 clusters Score -1.392855e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128959 members 
Mstep: Class 8 contains 213075 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11021 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13581 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46566 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18133 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12671 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33007 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26692 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4586 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11861 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7405 members 
Mstep: Class 42 contains 13329 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4477 members 
Mstep: Class 48 contains 7141 members 
Mstep: Class 49 contains 24589 members 
Mstep: Class 50 contains 7491 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22546 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18688 members 
Mstep: Class 55 contains 3009 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38604 members 
Mstep: Class 58 contains 1791 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43184 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285552.000000 Penalty: 219852.140625
Iteration 316Q: 64 clusters Score -1.392856e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128959 members 
Mstep: Class 8 contains 213076 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11020 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13580 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46567 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8409 members 
Mstep: Class 22 contains 18132 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33011 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26692 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7408 members 
Mstep: Class 42 contains 13327 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4477 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24589 members 
Mstep: Class 50 contains 7495 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22549 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18683 members 
Mstep: Class 55 contains 3009 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38601 members 
Mstep: Class 58 contains 1791 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43174 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285456.000000 Penalty: 219852.140625
Iteration 317Q: 64 clusters Score -1.392855e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 52283 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128959 members 
Mstep: Class 8 contains 213076 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11016 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8409 members 
Mstep: Class 22 contains 18131 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12673 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33015 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26692 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29663 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15381 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11863 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7412 members 
Mstep: Class 42 contains 13326 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24589 members 
Mstep: Class 50 contains 7495 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22552 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18677 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38596 members 
Mstep: Class 58 contains 1790 members 
Mstep: Class 59 contains 4724 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43165 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285424.000000 Penalty: 219852.140625
Iteration 318Q: 64 clusters Score -1.392854e+08 nChanged 65
Entering ConstructFrom: 
Score: -139285424.000000 Penalty: 219852.140625
Entering ConstructFrom: 
Trying to split cluster 1 (109489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Entering Unmasked Estep 
Score: -12317027.000000 Penalty: 2877.687744
	Iteration 0F: 2 clusters Score -1.231703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -12243938.000000 Penalty: 5755.375488
	Iteration 0F: 3 clusters Score -1.224394e+07 nChanged 51856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -12273422.000000 Penalty: 5755.375488
	Iteration 1F: 3 clusters Score -1.227342e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -12274269.000000 Penalty: 5755.375488
	Iteration 2Q: 3 clusters Score -1.227427e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -12275154.000000 Penalty: 5755.375488
	Iteration 3Q: 3 clusters Score -1.227515e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -12276286.000000 Penalty: 5755.375488
	Iteration 4Q: 3 clusters Score -1.227629e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -12277722.000000 Penalty: 5755.375488
	Iteration 5Q: 3 clusters Score -1.227772e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -12280075.000000 Penalty: 5755.375488
	Iteration 6Q: 3 clusters Score -1.228008e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -12283672.000000 Penalty: 5755.375488
	Iteration 7F: 3 clusters Score -1.228367e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -12288922.000000 Penalty: 5755.375488
	Iteration 8F: 3 clusters Score -1.228892e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -12294900.000000 Penalty: 5755.375488
	Iteration 9F: 3 clusters Score -1.22949e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -12299567.000000 Penalty: 5755.375488
	Iteration 10F: 3 clusters Score -1.229957e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -12302568.000000 Penalty: 5755.375488
	Iteration 11Q: 3 clusters Score -1.230257e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -12304197.000000 Penalty: 5755.375488
	Iteration 12Q: 3 clusters Score -1.23042e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -12305258.000000 Penalty: 5755.375488
	Iteration 13Q: 3 clusters Score -1.230526e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -12306257.000000 Penalty: 5755.375488
	Iteration 14Q: 3 clusters Score -1.230626e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -12307128.000000 Penalty: 5755.375488
	Iteration 15Q: 3 clusters Score -1.230713e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -12307855.000000 Penalty: 5755.375488
	Iteration 16Q: 3 clusters Score -1.230786e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -12308769.000000 Penalty: 5755.375488
	Iteration 17Q: 3 clusters Score -1.230877e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -12309555.000000 Penalty: 5755.375488
	Iteration 18Q: 3 clusters Score -1.230956e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -12310304.000000 Penalty: 5755.375488
	Iteration 19Q: 3 clusters Score -1.23103e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -12311084.000000 Penalty: 5755.375488
	Iteration 20F: 3 clusters Score -1.231108e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -12311814.000000 Penalty: 5755.375488
	Iteration 21Q: 3 clusters Score -1.231181e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -12312404.000000 Penalty: 5755.375488
	Iteration 22Q: 3 clusters Score -1.23124e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -12313003.000000 Penalty: 5755.375488
	Iteration 23Q: 3 clusters Score -1.2313e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102404 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -12313506.000000 Penalty: 5755.375488
	Iteration 24Q: 3 clusters Score -1.231351e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -12313837.000000 Penalty: 5755.375488
	Iteration 25Q: 3 clusters Score -1.231384e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -12314192.000000 Penalty: 5755.375488
	Iteration 26Q: 3 clusters Score -1.231419e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -12314398.000000 Penalty: 5755.375488
	Iteration 27Q: 3 clusters Score -1.23144e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -12314658.000000 Penalty: 5755.375488
	Iteration 28Q: 3 clusters Score -1.231466e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105586 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -12314838.000000 Penalty: 5755.375488
	Iteration 29Q: 3 clusters Score -1.231484e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -12315002.000000 Penalty: 5755.375488
	Iteration 30Q: 3 clusters Score -1.2315e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106212 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -12315124.000000 Penalty: 5755.375488
	Iteration 31Q: 3 clusters Score -1.231512e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -12315249.000000 Penalty: 5755.375488
	Iteration 32Q: 3 clusters Score -1.231525e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -12315363.000000 Penalty: 5755.375488
	Iteration 33Q: 3 clusters Score -1.231536e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -12315394.000000 Penalty: 5755.375488
	Iteration 34Q: 3 clusters Score -1.231539e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12315421.000000 Penalty: 5755.375488
	Iteration 35Q: 3 clusters Score -1.231542e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -12315455.000000 Penalty: 5755.375488
	Iteration 36Q: 3 clusters Score -1.231546e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -12315454.000000 Penalty: 5755.375488
	Iteration 37Q: 3 clusters Score -1.231545e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -12315452.000000 Penalty: 5755.375488
	Iteration 38Q: 3 clusters Score -1.231545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107067 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12315456.000000 Penalty: 5755.375488
	Iteration 39Q: 3 clusters Score -1.231546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107093 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -12315468.000000 Penalty: 5755.375488
	Iteration 40F: 3 clusters Score -1.231547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107117 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -12315459.000000 Penalty: 5755.375488
	Iteration 41Q: 3 clusters Score -1.231546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -12315462.000000 Penalty: 5755.375488
	Iteration 42Q: 3 clusters Score -1.231546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12315460.000000 Penalty: 5755.375488
	Iteration 43Q: 3 clusters Score -1.231546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107158 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -12315459.000000 Penalty: 5755.375488
	Iteration 44Q: 3 clusters Score -1.231546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -12315464.000000 Penalty: 5755.375488
	Iteration 45Q: 3 clusters Score -1.231546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107183 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -12315455.000000 Penalty: 5755.375488
	Iteration 46Q: 3 clusters Score -1.231546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107190 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -12315464.000000 Penalty: 5755.375488
	Iteration 47Q: 3 clusters Score -1.231546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -12315458.000000 Penalty: 5755.375488
	Iteration 48Q: 3 clusters Score -1.231546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -12315461.000000 Penalty: 5755.375488
	Iteration 49Q: 3 clusters Score -1.231546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -12315476.000000 Penalty: 5755.375488
	Iteration 50Q: 3 clusters Score -1.231548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107213 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -12315477.000000 Penalty: 5755.375488
	Iteration 51Q: 3 clusters Score -1.231548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12315472.000000 Penalty: 5755.375488
	Iteration 52Q: 3 clusters Score -1.231547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -12315472.000000 Penalty: 5755.375488
	Iteration 53Q: 3 clusters Score -1.231547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -12315472.000000 Penalty: 5755.375488
	Iteration 54Q: 3 clusters Score -1.231547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107226 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -12315470.000000 Penalty: 5755.375488
	Iteration 55Q: 3 clusters Score -1.231547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -12315463.000000 Penalty: 5755.375488
	Iteration 56Q: 3 clusters Score -1.231546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -12315465.000000 Penalty: 5755.375488
	Iteration 57Q: 3 clusters Score -1.231546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -12315473.000000 Penalty: 5755.375488
	Iteration 58Q: 3 clusters Score -1.231547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -12315476.000000 Penalty: 5755.375488
	Iteration 59Q: 3 clusters Score -1.231548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -12315478.000000 Penalty: 5755.375488
	Iteration 60F: 3 clusters Score -1.231548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107240 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -12315481.000000 Penalty: 5755.375488
	Iteration 61Q: 3 clusters Score -1.231548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107241 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -12315481.000000 Penalty: 5755.375488
	Iteration 62Q: 3 clusters Score -1.231548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107243 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -12315485.000000 Penalty: 5755.375488
	Iteration 63Q: 3 clusters Score -1.231548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -12315489.000000 Penalty: 5755.375488
	Iteration 64Q: 3 clusters Score -1.231549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -12315491.000000 Penalty: 5755.375488
	Iteration 65Q: 3 clusters Score -1.231549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -12315497.000000 Penalty: 5755.375488
	Iteration 66Q: 3 clusters Score -1.23155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -12315489.000000 Penalty: 5755.375488
	Iteration 67Q: 3 clusters Score -1.231549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -12315490.000000 Penalty: 5755.375488
	Iteration 68Q: 3 clusters Score -1.231549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -12315481.000000 Penalty: 5755.375488
	Iteration 69Q: 3 clusters Score -1.231548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -12315480.000000 Penalty: 5755.375488
	Iteration 70Q: 3 clusters Score -1.231548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -12315480.000000 Penalty: 5755.375488
	Iteration 71F: 3 clusters Score -1.231548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Entering Unmasked Estep 
Score: -1538131.000000 Penalty: 2368.828857
	Iteration 0F: 2 clusters Score -1538131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1527871.625000 Penalty: 4737.657715
	Iteration 0F: 3 clusters Score -1527872 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1531393.125000 Penalty: 4737.657715
	Iteration 1F: 3 clusters Score -1531393 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1532094.625000 Penalty: 4737.657715
	Iteration 2F: 3 clusters Score -1532095 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1532850.375000 Penalty: 4737.657715
	Iteration 3F: 3 clusters Score -1532850 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1533695.625000 Penalty: 4737.657715
	Iteration 4F: 3 clusters Score -1533696 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1534659.125000 Penalty: 4737.657715
	Iteration 5F: 3 clusters Score -1534659 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1535669.750000 Penalty: 4737.657715
	Iteration 6F: 3 clusters Score -1535670 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1536573.000000 Penalty: 4737.657715
	Iteration 7F: 3 clusters Score -1536573 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1537212.625000 Penalty: 4737.657715
	Iteration 8Q: 3 clusters Score -1537213 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1537538.750000 Penalty: 4737.657715
	Iteration 9Q: 3 clusters Score -1537539 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1537718.250000 Penalty: 4737.657715
	Iteration 10Q: 3 clusters Score -1537718 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1537842.625000 Penalty: 4737.657715
	Iteration 11Q: 3 clusters Score -1537843 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1537920.500000 Penalty: 4737.657715
	Iteration 12Q: 3 clusters Score -1537920 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1537959.625000 Penalty: 4737.657715
	Iteration 13Q: 3 clusters Score -1537960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1537988.000000 Penalty: 4737.657715
	Iteration 14Q: 3 clusters Score -1537988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1538014.000000 Penalty: 4737.657715
	Iteration 15Q: 3 clusters Score -1538014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1538022.125000 Penalty: 4737.657715
	Iteration 16Q: 3 clusters Score -1538022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1538036.000000 Penalty: 4737.657715
	Iteration 17Q: 3 clusters Score -1538036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1538041.625000 Penalty: 4737.657715
	Iteration 18Q: 3 clusters Score -1538042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1538044.125000 Penalty: 4737.657715
	Iteration 19Q: 3 clusters Score -1538044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1538044.375000 Penalty: 4737.657715
	Iteration 20F: 3 clusters Score -1538044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1538049.500000 Penalty: 4737.657715
	Iteration 21Q: 3 clusters Score -1538050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1538049.500000 Penalty: 4737.657715
	Iteration 22F: 3 clusters Score -1538050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Entering Unmasked Estep 
Score: -5964396.500000 Penalty: 2694.373047
	Iteration 0F: 2 clusters Score -5964396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -5929132.000000 Penalty: 5388.746094
	Iteration 0F: 3 clusters Score -5929132 nChanged 24278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -5942812.500000 Penalty: 5388.746094
	Iteration 1F: 3 clusters Score -5942812 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -5943475.000000 Penalty: 5388.746094
	Iteration 2Q: 3 clusters Score -5943475 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -5944099.500000 Penalty: 5388.746094
	Iteration 3Q: 3 clusters Score -5944100 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -5944823.000000 Penalty: 5388.746094
	Iteration 4Q: 3 clusters Score -5944823 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -5945528.000000 Penalty: 5388.746094
	Iteration 5Q: 3 clusters Score -5945528 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -5946282.000000 Penalty: 5388.746094
	Iteration 6Q: 3 clusters Score -5946282 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -5947018.500000 Penalty: 5388.746094
	Iteration 7Q: 3 clusters Score -5947018 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -5947850.500000 Penalty: 5388.746094
	Iteration 8Q: 3 clusters Score -5947850 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5948751.000000 Penalty: 5388.746094
	Iteration 9Q: 3 clusters Score -5948751 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -5949713.500000 Penalty: 5388.746094
	Iteration 10Q: 3 clusters Score -5949714 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -5950840.500000 Penalty: 5388.746094
	Iteration 11Q: 3 clusters Score -5950840 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5952070.000000 Penalty: 5388.746094
	Iteration 12Q: 3 clusters Score -5952070 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -5953239.500000 Penalty: 5388.746094
	Iteration 13Q: 3 clusters Score -5953240 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -5954107.000000 Penalty: 5388.746094
	Iteration 14Q: 3 clusters Score -5954107 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5954708.500000 Penalty: 5388.746094
	Iteration 15Q: 3 clusters Score -5954708 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -5955104.500000 Penalty: 5388.746094
	Iteration 16Q: 3 clusters Score -5955104 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5955422.000000 Penalty: 5388.746094
	Iteration 17Q: 3 clusters Score -5955422 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -5955659.000000 Penalty: 5388.746094
	Iteration 18Q: 3 clusters Score -5955659 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -5955912.000000 Penalty: 5388.746094
	Iteration 19Q: 3 clusters Score -5955912 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -5956161.500000 Penalty: 5388.746094
	Iteration 20F: 3 clusters Score -5956162 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5956414.000000 Penalty: 5388.746094
	Iteration 21Q: 3 clusters Score -5956414 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -5956683.500000 Penalty: 5388.746094
	Iteration 22Q: 3 clusters Score -5956684 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -5956912.500000 Penalty: 5388.746094
	Iteration 23Q: 3 clusters Score -5956912 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -5957229.000000 Penalty: 5388.746094
	Iteration 24Q: 3 clusters Score -5957229 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -5957550.000000 Penalty: 5388.746094
	Iteration 25Q: 3 clusters Score -5957550 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5957896.500000 Penalty: 5388.746094
	Iteration 26Q: 3 clusters Score -5957896 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5958255.000000 Penalty: 5388.746094
	Iteration 27Q: 3 clusters Score -5958255 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5958657.000000 Penalty: 5388.746094
	Iteration 28Q: 3 clusters Score -5958657 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -5959099.000000 Penalty: 5388.746094
	Iteration 29Q: 3 clusters Score -5959099 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -5959585.000000 Penalty: 5388.746094
	Iteration 30Q: 3 clusters Score -5959585 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -5960086.500000 Penalty: 5388.746094
	Iteration 31Q: 3 clusters Score -5960086 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -5960538.000000 Penalty: 5388.746094
	Iteration 32Q: 3 clusters Score -5960538 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -5960982.500000 Penalty: 5388.746094
	Iteration 33Q: 3 clusters Score -5960982 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -5961384.000000 Penalty: 5388.746094
	Iteration 34Q: 3 clusters Score -5961384 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -5961668.500000 Penalty: 5388.746094
	Iteration 35Q: 3 clusters Score -5961668 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -5961891.500000 Penalty: 5388.746094
	Iteration 36Q: 3 clusters Score -5961892 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -5962038.000000 Penalty: 5388.746094
	Iteration 37Q: 3 clusters Score -5962038 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -5962158.500000 Penalty: 5388.746094
	Iteration 38Q: 3 clusters Score -5962158 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -5962234.000000 Penalty: 5388.746094
	Iteration 39Q: 3 clusters Score -5962234 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -5962311.000000 Penalty: 5388.746094
	Iteration 40F: 3 clusters Score -5962311 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -5962366.500000 Penalty: 5388.746094
	Iteration 41Q: 3 clusters Score -5962366 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -5962392.500000 Penalty: 5388.746094
	Iteration 42Q: 3 clusters Score -5962392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -5962411.500000 Penalty: 5388.746094
	Iteration 43Q: 3 clusters Score -5962412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -5962440.000000 Penalty: 5388.746094
	Iteration 44Q: 3 clusters Score -5962440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -5962457.500000 Penalty: 5388.746094
	Iteration 45Q: 3 clusters Score -5962458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -5962477.500000 Penalty: 5388.746094
	Iteration 46Q: 3 clusters Score -5962478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -5962497.500000 Penalty: 5388.746094
	Iteration 47Q: 3 clusters Score -5962498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -5962526.500000 Penalty: 5388.746094
	Iteration 48Q: 3 clusters Score -5962526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -5962526.500000 Penalty: 5388.746094
	Iteration 49Q: 3 clusters Score -5962526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -5962530.000000 Penalty: 5388.746094
	Iteration 50Q: 3 clusters Score -5962530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -5962533.500000 Penalty: 5388.746094
	Iteration 51Q: 3 clusters Score -5962534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -5962543.500000 Penalty: 5388.746094
	Iteration 52Q: 3 clusters Score -5962544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -5962549.000000 Penalty: 5388.746094
	Iteration 53Q: 3 clusters Score -5962549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -5962551.000000 Penalty: 5388.746094
	Iteration 54Q: 3 clusters Score -5962551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -5962558.000000 Penalty: 5388.746094
	Iteration 55Q: 3 clusters Score -5962558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -5962561.000000 Penalty: 5388.746094
	Iteration 56Q: 3 clusters Score -5962561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -5962567.500000 Penalty: 5388.746094
	Iteration 57Q: 3 clusters Score -5962568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -5962564.500000 Penalty: 5388.746094
	Iteration 58Q: 3 clusters Score -5962564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -5962562.000000 Penalty: 5388.746094
	Iteration 59Q: 3 clusters Score -5962562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -5962575.500000 Penalty: 5388.746094
	Iteration 60F: 3 clusters Score -5962576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -5962581.000000 Penalty: 5388.746094
	Iteration 61Q: 3 clusters Score -5962581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -5962580.500000 Penalty: 5388.746094
	Iteration 62Q: 3 clusters Score -5962580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -5962580.000000 Penalty: 5388.746094
	Iteration 63Q: 3 clusters Score -5962580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -5962587.000000 Penalty: 5388.746094
	Iteration 64Q: 3 clusters Score -5962587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -5962593.000000 Penalty: 5388.746094
	Iteration 65Q: 3 clusters Score -5962593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -5962594.000000 Penalty: 5388.746094
	Iteration 66Q: 3 clusters Score -5962594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -5962599.500000 Penalty: 5388.746094
	Iteration 67Q: 3 clusters Score -5962600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -5962591.500000 Penalty: 5388.746094
	Iteration 68Q: 3 clusters Score -5962592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -5962597.000000 Penalty: 5388.746094
	Iteration 69Q: 3 clusters Score -5962597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -5962600.000000 Penalty: 5388.746094
	Iteration 70Q: 3 clusters Score -5962600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -5962606.000000 Penalty: 5388.746094
	Iteration 71Q: 3 clusters Score -5962606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -5962594.500000 Penalty: 5388.746094
	Iteration 72Q: 3 clusters Score -5962594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -5962601.000000 Penalty: 5388.746094
	Iteration 73Q: 3 clusters Score -5962601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -5962597.000000 Penalty: 5388.746094
	Iteration 74Q: 3 clusters Score -5962597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -5962602.500000 Penalty: 5388.746094
	Iteration 75Q: 3 clusters Score -5962602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -5962599.500000 Penalty: 5388.746094
	Iteration 76Q: 3 clusters Score -5962600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -5962600.000000 Penalty: 5388.746094
	Iteration 77Q: 3 clusters Score -5962600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -5962600.000000 Penalty: 5388.746094
	Iteration 78Q: 3 clusters Score -5962600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -5962602.000000 Penalty: 5388.746094
	Iteration 79Q: 3 clusters Score -5962602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -5962602.000000 Penalty: 5388.746094
	Iteration 80F: 3 clusters Score -5962602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Entering Unmasked Estep 
Score: -816922.000000 Penalty: 2223.149170
	Iteration 0F: 2 clusters Score -816922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -810589.250000 Penalty: 4446.298340
	Iteration 0F: 3 clusters Score -810589.2 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -812284.000000 Penalty: 4446.298340
	Iteration 1F: 3 clusters Score -812284 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -812685.937500 Penalty: 4446.298340
	Iteration 2F: 3 clusters Score -812685.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -813057.437500 Penalty: 4446.298340
	Iteration 3F: 3 clusters Score -813057.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -813424.187500 Penalty: 4446.298340
	Iteration 4F: 3 clusters Score -813424.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -813719.125000 Penalty: 4446.298340
	Iteration 5F: 3 clusters Score -813719.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -814018.000000 Penalty: 4446.298340
	Iteration 6F: 3 clusters Score -814018 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -814298.687500 Penalty: 4446.298340
	Iteration 7F: 3 clusters Score -814298.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -814534.000000 Penalty: 4446.298340
	Iteration 8Q: 3 clusters Score -814534 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -814719.562500 Penalty: 4446.298340
	Iteration 9Q: 3 clusters Score -814719.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -814869.125000 Penalty: 4446.298340
	Iteration 10Q: 3 clusters Score -814869.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -814983.500000 Penalty: 4446.298340
	Iteration 11Q: 3 clusters Score -814983.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -815051.437500 Penalty: 4446.298340
	Iteration 12Q: 3 clusters Score -815051.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -815105.187500 Penalty: 4446.298340
	Iteration 13Q: 3 clusters Score -815105.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -815155.187500 Penalty: 4446.298340
	Iteration 14Q: 3 clusters Score -815155.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -815199.812500 Penalty: 4446.298340
	Iteration 15Q: 3 clusters Score -815199.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -815253.250000 Penalty: 4446.298340
	Iteration 16Q: 3 clusters Score -815253.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -815306.000000 Penalty: 4446.298340
	Iteration 17Q: 3 clusters Score -815306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -815348.187500 Penalty: 4446.298340
	Iteration 18Q: 3 clusters Score -815348.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -815386.875000 Penalty: 4446.298340
	Iteration 19Q: 3 clusters Score -815386.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -815420.250000 Penalty: 4446.298340
	Iteration 20F: 3 clusters Score -815420.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -815448.375000 Penalty: 4446.298340
	Iteration 21Q: 3 clusters Score -815448.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -815481.687500 Penalty: 4446.298340
	Iteration 22Q: 3 clusters Score -815481.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -815518.000000 Penalty: 4446.298340
	Iteration 23Q: 3 clusters Score -815518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -815555.625000 Penalty: 4446.298340
	Iteration 24Q: 3 clusters Score -815555.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -815585.750000 Penalty: 4446.298340
	Iteration 25Q: 3 clusters Score -815585.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -815614.562500 Penalty: 4446.298340
	Iteration 26Q: 3 clusters Score -815614.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -815648.375000 Penalty: 4446.298340
	Iteration 27Q: 3 clusters Score -815648.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -815671.875000 Penalty: 4446.298340
	Iteration 28Q: 3 clusters Score -815671.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -815695.375000 Penalty: 4446.298340
	Iteration 29Q: 3 clusters Score -815695.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -815718.875000 Penalty: 4446.298340
	Iteration 30Q: 3 clusters Score -815718.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -815732.312500 Penalty: 4446.298340
	Iteration 31Q: 3 clusters Score -815732.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -815743.812500 Penalty: 4446.298340
	Iteration 32Q: 3 clusters Score -815743.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -815750.812500 Penalty: 4446.298340
	Iteration 33Q: 3 clusters Score -815750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -815754.625000 Penalty: 4446.298340
	Iteration 34Q: 3 clusters Score -815754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -815754.687500 Penalty: 4446.298340
	Iteration 35Q: 3 clusters Score -815754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -815756.312500 Penalty: 4446.298340
	Iteration 36Q: 3 clusters Score -815756.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -815757.562500 Penalty: 4446.298340
	Iteration 37Q: 3 clusters Score -815757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -815758.812500 Penalty: 4446.298340
	Iteration 38Q: 3 clusters Score -815758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -815760.250000 Penalty: 4446.298340
	Iteration 39Q: 3 clusters Score -815760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -815760.562500 Penalty: 4446.298340
	Iteration 40F: 3 clusters Score -815760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -815761.625000 Penalty: 4446.298340
	Iteration 41Q: 3 clusters Score -815761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -815762.250000 Penalty: 4446.298340
	Iteration 42Q: 3 clusters Score -815762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -815762.250000 Penalty: 4446.298340
	Iteration 43F: 3 clusters Score -815762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -581494.062500 Penalty: 2145.800781
	Iteration 0F: 2 clusters Score -581494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -576551.875000 Penalty: 4291.601562
	Iteration 0F: 3 clusters Score -576551.9 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -577908.000000 Penalty: 4291.601562
	Iteration 1F: 3 clusters Score -577908 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -578399.250000 Penalty: 4291.601562
	Iteration 2F: 3 clusters Score -578399.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -578832.187500 Penalty: 4291.601562
	Iteration 3F: 3 clusters Score -578832.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -579248.500000 Penalty: 4291.601562
	Iteration 4F: 3 clusters Score -579248.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -579589.062500 Penalty: 4291.601562
	Iteration 5F: 3 clusters Score -579589.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -579819.062500 Penalty: 4291.601562
	Iteration 6F: 3 clusters Score -579819.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -579943.812500 Penalty: 4291.601562
	Iteration 7Q: 3 clusters Score -579943.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -580007.812500 Penalty: 4291.601562
	Iteration 8Q: 3 clusters Score -580007.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -580046.375000 Penalty: 4291.601562
	Iteration 9Q: 3 clusters Score -580046.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -580074.500000 Penalty: 4291.601562
	Iteration 10Q: 3 clusters Score -580074.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -580096.062500 Penalty: 4291.601562
	Iteration 11Q: 3 clusters Score -580096.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -580117.500000 Penalty: 4291.601562
	Iteration 12Q: 3 clusters Score -580117.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -580132.000000 Penalty: 4291.601562
	Iteration 13Q: 3 clusters Score -580132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -580145.250000 Penalty: 4291.601562
	Iteration 14Q: 3 clusters Score -580145.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -580156.750000 Penalty: 4291.601562
	Iteration 15Q: 3 clusters Score -580156.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -580169.437500 Penalty: 4291.601562
	Iteration 16Q: 3 clusters Score -580169.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -580179.437500 Penalty: 4291.601562
	Iteration 17Q: 3 clusters Score -580179.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -580191.875000 Penalty: 4291.601562
	Iteration 18Q: 3 clusters Score -580191.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -580208.187500 Penalty: 4291.601562
	Iteration 19Q: 3 clusters Score -580208.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -580217.187500 Penalty: 4291.601562
	Iteration 20F: 3 clusters Score -580217.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -580223.875000 Penalty: 4291.601562
	Iteration 21Q: 3 clusters Score -580223.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -580228.250000 Penalty: 4291.601562
	Iteration 22Q: 3 clusters Score -580228.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -580232.375000 Penalty: 4291.601562
	Iteration 23Q: 3 clusters Score -580232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -580236.000000 Penalty: 4291.601562
	Iteration 24Q: 3 clusters Score -580236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -580237.937500 Penalty: 4291.601562
	Iteration 25Q: 3 clusters Score -580237.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -580241.000000 Penalty: 4291.601562
	Iteration 26Q: 3 clusters Score -580241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -580242.687500 Penalty: 4291.601562
	Iteration 27Q: 3 clusters Score -580242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -580244.437500 Penalty: 4291.601562
	Iteration 28Q: 3 clusters Score -580244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -580244.625000 Penalty: 4291.601562
	Iteration 29Q: 3 clusters Score -580244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -580246.375000 Penalty: 4291.601562
	Iteration 30Q: 3 clusters Score -580246.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -580247.437500 Penalty: 4291.601562
	Iteration 31Q: 3 clusters Score -580247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -580249.500000 Penalty: 4291.601562
	Iteration 32Q: 3 clusters Score -580249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -580249.500000 Penalty: 4291.601562
	Iteration 33Q: 3 clusters Score -580249.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -580249.500000 Penalty: 4291.601562
	Iteration 34F: 3 clusters Score -580249.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Entering Unmasked Estep 
Score: -1234219.000000 Penalty: 2321.378418
	Iteration 0F: 2 clusters Score -1234219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1225514.750000 Penalty: 4642.756836
	Iteration 0F: 3 clusters Score -1225515 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1228022.500000 Penalty: 4642.756836
	Iteration 1F: 3 clusters Score -1228022 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1228328.625000 Penalty: 4642.756836
	Iteration 2F: 3 clusters Score -1228329 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1228550.500000 Penalty: 4642.756836
	Iteration 3Q: 3 clusters Score -1228550 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1228716.375000 Penalty: 4642.756836
	Iteration 4Q: 3 clusters Score -1228716 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1228846.125000 Penalty: 4642.756836
	Iteration 5Q: 3 clusters Score -1228846 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1228977.375000 Penalty: 4642.756836
	Iteration 6Q: 3 clusters Score -1228977 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1229092.000000 Penalty: 4642.756836
	Iteration 7Q: 3 clusters Score -1229092 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1229221.000000 Penalty: 4642.756836
	Iteration 8Q: 3 clusters Score -1229221 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1229371.250000 Penalty: 4642.756836
	Iteration 9Q: 3 clusters Score -1229371 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1229534.125000 Penalty: 4642.756836
	Iteration 10Q: 3 clusters Score -1229534 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1229750.000000 Penalty: 4642.756836
	Iteration 11Q: 3 clusters Score -1229750 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1229969.125000 Penalty: 4642.756836
	Iteration 12Q: 3 clusters Score -1229969 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1230190.000000 Penalty: 4642.756836
	Iteration 13Q: 3 clusters Score -1230190 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1230405.375000 Penalty: 4642.756836
	Iteration 14Q: 3 clusters Score -1230405 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1230650.375000 Penalty: 4642.756836
	Iteration 15Q: 3 clusters Score -1230650 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1230892.125000 Penalty: 4642.756836
	Iteration 16Q: 3 clusters Score -1230892 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1231144.750000 Penalty: 4642.756836
	Iteration 17Q: 3 clusters Score -1231145 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1231384.875000 Penalty: 4642.756836
	Iteration 18Q: 3 clusters Score -1231385 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1231594.250000 Penalty: 4642.756836
	Iteration 19Q: 3 clusters Score -1231594 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1231752.500000 Penalty: 4642.756836
	Iteration 20F: 3 clusters Score -1231752 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1231893.875000 Penalty: 4642.756836
	Iteration 21Q: 3 clusters Score -1231894 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1232010.125000 Penalty: 4642.756836
	Iteration 22Q: 3 clusters Score -1232010 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1232127.500000 Penalty: 4642.756836
	Iteration 23Q: 3 clusters Score -1232128 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1232258.375000 Penalty: 4642.756836
	Iteration 24Q: 3 clusters Score -1232258 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1232375.000000 Penalty: 4642.756836
	Iteration 25Q: 3 clusters Score -1232375 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1232496.750000 Penalty: 4642.756836
	Iteration 26Q: 3 clusters Score -1232497 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1232608.250000 Penalty: 4642.756836
	Iteration 27Q: 3 clusters Score -1232608 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1232694.500000 Penalty: 4642.756836
	Iteration 28Q: 3 clusters Score -1232694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1232748.125000 Penalty: 4642.756836
	Iteration 29Q: 3 clusters Score -1232748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1232775.250000 Penalty: 4642.756836
	Iteration 30Q: 3 clusters Score -1232775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1232815.250000 Penalty: 4642.756836
	Iteration 31Q: 3 clusters Score -1232815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1232847.000000 Penalty: 4642.756836
	Iteration 32Q: 3 clusters Score -1232847 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1232868.250000 Penalty: 4642.756836
	Iteration 33Q: 3 clusters Score -1232868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1232893.500000 Penalty: 4642.756836
	Iteration 34Q: 3 clusters Score -1232894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1232908.125000 Penalty: 4642.756836
	Iteration 35Q: 3 clusters Score -1232908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1232924.250000 Penalty: 4642.756836
	Iteration 36Q: 3 clusters Score -1232924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1232940.625000 Penalty: 4642.756836
	Iteration 37Q: 3 clusters Score -1232941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1232957.625000 Penalty: 4642.756836
	Iteration 38Q: 3 clusters Score -1232958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1232963.125000 Penalty: 4642.756836
	Iteration 39Q: 3 clusters Score -1232963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1232961.625000 Penalty: 4642.756836
	Iteration 40F: 3 clusters Score -1232962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1232966.125000 Penalty: 4642.756836
	Iteration 41Q: 3 clusters Score -1232966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1232967.125000 Penalty: 4642.756836
	Iteration 42Q: 3 clusters Score -1232967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1232974.625000 Penalty: 4642.756836
	Iteration 43Q: 3 clusters Score -1232975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1232973.625000 Penalty: 4642.756836
	Iteration 44Q: 3 clusters Score -1232974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1232973.625000 Penalty: 4642.756836
	Iteration 45Q: 3 clusters Score -1232974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1232974.625000 Penalty: 4642.756836
	Iteration 46Q: 3 clusters Score -1232975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1232976.000000 Penalty: 4642.756836
	Iteration 47Q: 3 clusters Score -1232976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1232974.375000 Penalty: 4642.756836
	Iteration 48Q: 3 clusters Score -1232974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1232976.625000 Penalty: 4642.756836
	Iteration 49Q: 3 clusters Score -1232977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1232979.750000 Penalty: 4642.756836
	Iteration 50Q: 3 clusters Score -1232980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1232982.875000 Penalty: 4642.756836
	Iteration 51Q: 3 clusters Score -1232983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1232985.250000 Penalty: 4642.756836
	Iteration 52Q: 3 clusters Score -1232985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1232986.125000 Penalty: 4642.756836
	Iteration 53Q: 3 clusters Score -1232986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1232986.125000 Penalty: 4642.756836
	Iteration 54F: 3 clusters Score -1232986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128958 members 
Entering Unmasked Estep 
Score: -14535140.000000 Penalty: 2918.276123
	Iteration 0F: 2 clusters Score -1.453514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -14448740.000000 Penalty: 5836.552246
	Iteration 0F: 3 clusters Score -1.444874e+07 nChanged 61511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -14484574.000000 Penalty: 5836.552246
	Iteration 1F: 3 clusters Score -1.448457e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -14485664.000000 Penalty: 5836.552246
	Iteration 2Q: 3 clusters Score -1.448566e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -14486896.000000 Penalty: 5836.552246
	Iteration 3Q: 3 clusters Score -1.44869e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -14488295.000000 Penalty: 5836.552246
	Iteration 4Q: 3 clusters Score -1.44883e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -14490385.000000 Penalty: 5836.552246
	Iteration 5Q: 3 clusters Score -1.449038e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -14493234.000000 Penalty: 5836.552246
	Iteration 6Q: 3 clusters Score -1.449323e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
Score: -14497658.000000 Penalty: 5836.552246
	Iteration 7F: 3 clusters Score -1.449766e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -14504186.000000 Penalty: 5836.552246
	Iteration 8F: 3 clusters Score -1.450419e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -14512492.000000 Penalty: 5836.552246
	Iteration 9F: 3 clusters Score -1.451249e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -14520539.000000 Penalty: 5836.552246
	Iteration 10F: 3 clusters Score -1.452054e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 119668 members 
Entering Unmasked Estep 
Score: -14526474.000000 Penalty: 5836.552246
	Iteration 11Q: 3 clusters Score -1.452647e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 123372 members 
Entering Unmasked Estep 
Score: -14530019.000000 Penalty: 5836.552246
	Iteration 12Q: 3 clusters Score -1.453002e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 125201 members 
Entering Unmasked Estep 
Score: -14531960.000000 Penalty: 5836.552246
	Iteration 13Q: 3 clusters Score -1.453196e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 126001 members 
Entering Unmasked Estep 
Score: -14532708.000000 Penalty: 5836.552246
	Iteration 14Q: 3 clusters Score -1.453271e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -14533046.000000 Penalty: 5836.552246
	Iteration 15Q: 3 clusters Score -1.453305e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 126666 members 
Entering Unmasked Estep 
Score: -14533208.000000 Penalty: 5836.552246
	Iteration 16Q: 3 clusters Score -1.453321e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 126832 members 
Entering Unmasked Estep 
Score: -14533312.000000 Penalty: 5836.552246
	Iteration 17Q: 3 clusters Score -1.453331e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 126972 members 
Entering Unmasked Estep 
Score: -14533382.000000 Penalty: 5836.552246
	Iteration 18Q: 3 clusters Score -1.453338e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 127060 members 
Entering Unmasked Estep 
Score: -14533428.000000 Penalty: 5836.552246
	Iteration 19Q: 3 clusters Score -1.453343e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 127131 members 
Entering Unmasked Estep 
Score: -14533434.000000 Penalty: 5836.552246
	Iteration 20F: 3 clusters Score -1.453343e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 127179 members 
Entering Unmasked Estep 
Score: -14533454.000000 Penalty: 5836.552246
	Iteration 21Q: 3 clusters Score -1.453345e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 127218 members 
Entering Unmasked Estep 
Score: -14533475.000000 Penalty: 5836.552246
	Iteration 22Q: 3 clusters Score -1.453348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 127256 members 
Entering Unmasked Estep 
Score: -14533493.000000 Penalty: 5836.552246
	Iteration 23Q: 3 clusters Score -1.453349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -14533481.000000 Penalty: 5836.552246
	Iteration 24Q: 3 clusters Score -1.453348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 127301 members 
Entering Unmasked Estep 
Score: -14533485.000000 Penalty: 5836.552246
	Iteration 25Q: 3 clusters Score -1.453348e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 127323 members 
Entering Unmasked Estep 
Score: -14533499.000000 Penalty: 5836.552246
	Iteration 26Q: 3 clusters Score -1.45335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -14533499.000000 Penalty: 5836.552246
	Iteration 27Q: 3 clusters Score -1.45335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -14533503.000000 Penalty: 5836.552246
	Iteration 28Q: 3 clusters Score -1.45335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 127374 members 
Entering Unmasked Estep 
Score: -14533525.000000 Penalty: 5836.552246
	Iteration 29Q: 3 clusters Score -1.453352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 127387 members 
Entering Unmasked Estep 
Score: -14533532.000000 Penalty: 5836.552246
	Iteration 30Q: 3 clusters Score -1.453353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 127398 members 
Entering Unmasked Estep 
Score: -14533524.000000 Penalty: 5836.552246
	Iteration 31Q: 3 clusters Score -1.453352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 127404 members 
Entering Unmasked Estep 
Score: -14533528.000000 Penalty: 5836.552246
	Iteration 32Q: 3 clusters Score -1.453353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 127414 members 
Entering Unmasked Estep 
Score: -14533532.000000 Penalty: 5836.552246
	Iteration 33Q: 3 clusters Score -1.453353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 127425 members 
Entering Unmasked Estep 
Score: -14533529.000000 Penalty: 5836.552246
	Iteration 34Q: 3 clusters Score -1.453353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 127438 members 
Entering Unmasked Estep 
Score: -14533539.000000 Penalty: 5836.552246
	Iteration 35Q: 3 clusters Score -1.453354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 127447 members 
Entering Unmasked Estep 
Score: -14533537.000000 Penalty: 5836.552246
	Iteration 36Q: 3 clusters Score -1.453354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 127459 members 
Entering Unmasked Estep 
Score: -14533537.000000 Penalty: 5836.552246
	Iteration 37Q: 3 clusters Score -1.453354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 127466 members 
Entering Unmasked Estep 
Score: -14533541.000000 Penalty: 5836.552246
	Iteration 38Q: 3 clusters Score -1.453354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 127470 members 
Entering Unmasked Estep 
Score: -14533549.000000 Penalty: 5836.552246
	Iteration 39Q: 3 clusters Score -1.453355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 127475 members 
Entering Unmasked Estep 
Score: -14533559.000000 Penalty: 5836.552246
	Iteration 40F: 3 clusters Score -1.453356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 127481 members 
Entering Unmasked Estep 
Score: -14533565.000000 Penalty: 5836.552246
	Iteration 41Q: 3 clusters Score -1.453356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 127492 members 
Entering Unmasked Estep 
Score: -14533578.000000 Penalty: 5836.552246
	Iteration 42Q: 3 clusters Score -1.453358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 127501 members 
Entering Unmasked Estep 
Score: -14533583.000000 Penalty: 5836.552246
	Iteration 43Q: 3 clusters Score -1.453358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 127517 members 
Entering Unmasked Estep 
Score: -14533583.000000 Penalty: 5836.552246
	Iteration 44Q: 3 clusters Score -1.453358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 127527 members 
Entering Unmasked Estep 
Score: -14533582.000000 Penalty: 5836.552246
	Iteration 45Q: 3 clusters Score -1.453358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -14533585.000000 Penalty: 5836.552246
	Iteration 46Q: 3 clusters Score -1.453358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 127546 members 
Entering Unmasked Estep 
Score: -14533584.000000 Penalty: 5836.552246
	Iteration 47Q: 3 clusters Score -1.453358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 127556 members 
Entering Unmasked Estep 
Score: -14533582.000000 Penalty: 5836.552246
	Iteration 48Q: 3 clusters Score -1.453358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 127563 members 
Entering Unmasked Estep 
Score: -14533585.000000 Penalty: 5836.552246
	Iteration 49Q: 3 clusters Score -1.453358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 127564 members 
Entering Unmasked Estep 
Score: -14533582.000000 Penalty: 5836.552246
	Iteration 50Q: 3 clusters Score -1.453358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 127566 members 
Entering Unmasked Estep 
Score: -14533579.000000 Penalty: 5836.552246
	Iteration 51Q: 3 clusters Score -1.453358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 127567 members 
Entering Unmasked Estep 
Score: -14533586.000000 Penalty: 5836.552246
	Iteration 52Q: 3 clusters Score -1.453359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 127569 members 
Entering Unmasked Estep 
Score: -14533584.000000 Penalty: 5836.552246
	Iteration 53Q: 3 clusters Score -1.453358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 127571 members 
Entering Unmasked Estep 
Score: -14533586.000000 Penalty: 5836.552246
	Iteration 54Q: 3 clusters Score -1.453359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -14533591.000000 Penalty: 5836.552246
	Iteration 55Q: 3 clusters Score -1.453359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -14533597.000000 Penalty: 5836.552246
	Iteration 56Q: 3 clusters Score -1.45336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -14533593.000000 Penalty: 5836.552246
	Iteration 57Q: 3 clusters Score -1.453359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -14533593.000000 Penalty: 5836.552246
	Iteration 58F: 3 clusters Score -1.453359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213073 members 
Entering Unmasked Estep 
Score: -24460720.000000 Penalty: 3042.808838
	Iteration 0F: 2 clusters Score -2.446072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -24338378.000000 Penalty: 6085.617676
	Iteration 0F: 3 clusters Score -2.433838e+07 nChanged 102693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 111800 members 
Entering Unmasked Estep 
Score: -24399102.000000 Penalty: 6085.617676
	Iteration 1F: 3 clusters Score -2.43991e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 114994 members 
Entering Unmasked Estep 
Score: -24400540.000000 Penalty: 6085.617676
	Iteration 2Q: 3 clusters Score -2.440054e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 119937 members 
Entering Unmasked Estep 
Score: -24402522.000000 Penalty: 6085.617676
	Iteration 3Q: 3 clusters Score -2.440252e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 127800 members 
Entering Unmasked Estep 
Score: -24405862.000000 Penalty: 6085.617676
	Iteration 4Q: 3 clusters Score -2.440586e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73545 members 
Mstep: Class 2 contains 139528 members 
Entering Unmasked Estep 
Score: -24412112.000000 Penalty: 6085.617676
	Iteration 5F: 3 clusters Score -2.441211e+07 nChanged 16731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 156233 members 
Entering Unmasked Estep 
Score: -24423718.000000 Penalty: 6085.617676
	Iteration 6F: 3 clusters Score -2.442372e+07 nChanged 20349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 176568 members 
Entering Unmasked Estep 
Score: -24437214.000000 Penalty: 6085.617676
	Iteration 7F: 3 clusters Score -2.443721e+07 nChanged 17944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 194508 members 
Entering Unmasked Estep 
Score: -24447386.000000 Penalty: 6085.617676
	Iteration 8F: 3 clusters Score -2.444739e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 205374 members 
Entering Unmasked Estep 
Score: -24453336.000000 Penalty: 6085.617676
	Iteration 9F: 3 clusters Score -2.445334e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 210148 members 
Entering Unmasked Estep 
Score: -24456260.000000 Penalty: 6085.617676
	Iteration 10Q: 3 clusters Score -2.445626e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 211825 members 
Entering Unmasked Estep 
Score: -24457414.000000 Penalty: 6085.617676
	Iteration 11Q: 3 clusters Score -2.445741e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 212318 members 
Entering Unmasked Estep 
Score: -24457814.000000 Penalty: 6085.617676
	Iteration 12Q: 3 clusters Score -2.445781e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 212483 members 
Entering Unmasked Estep 
Score: -24458024.000000 Penalty: 6085.617676
	Iteration 13Q: 3 clusters Score -2.445802e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 212534 members 
Entering Unmasked Estep 
Score: -24458118.000000 Penalty: 6085.617676
	Iteration 14Q: 3 clusters Score -2.445812e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 212569 members 
Entering Unmasked Estep 
Score: -24458196.000000 Penalty: 6085.617676
	Iteration 15Q: 3 clusters Score -2.44582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 212584 members 
Entering Unmasked Estep 
Score: -24458200.000000 Penalty: 6085.617676
	Iteration 16Q: 3 clusters Score -2.44582e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 212593 members 
Entering Unmasked Estep 
Score: -24458232.000000 Penalty: 6085.617676
	Iteration 17Q: 3 clusters Score -2.445823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 212595 members 
Entering Unmasked Estep 
Score: -24458258.000000 Penalty: 6085.617676
	Iteration 18Q: 3 clusters Score -2.445826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 212594 members 
Entering Unmasked Estep 
Score: -24458268.000000 Penalty: 6085.617676
	Iteration 19Q: 3 clusters Score -2.445827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 212596 members 
Entering Unmasked Estep 
Score: -24458272.000000 Penalty: 6085.617676
	Iteration 20F: 3 clusters Score -2.445827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 212596 members 
Entering Unmasked Estep 
Score: -24458278.000000 Penalty: 6085.617676
	Iteration 21Q: 3 clusters Score -2.445828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 212600 members 
Entering Unmasked Estep 
Score: -24458278.000000 Penalty: 6085.617676
	Iteration 22Q: 3 clusters Score -2.445828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 212606 members 
Entering Unmasked Estep 
Score: -24458272.000000 Penalty: 6085.617676
	Iteration 23Q: 3 clusters Score -2.445827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 212608 members 
Entering Unmasked Estep 
Score: -24458278.000000 Penalty: 6085.617676
	Iteration 24Q: 3 clusters Score -2.445828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 212609 members 
Entering Unmasked Estep 
Score: -24458278.000000 Penalty: 6085.617676
	Iteration 25Q: 3 clusters Score -2.445828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 212610 members 
Entering Unmasked Estep 
Score: -24458276.000000 Penalty: 6085.617676
	Iteration 26Q: 3 clusters Score -2.445828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 212608 members 
Entering Unmasked Estep 
Score: -24458278.000000 Penalty: 6085.617676
	Iteration 27Q: 3 clusters Score -2.445828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 212605 members 
Entering Unmasked Estep 
Score: -24458294.000000 Penalty: 6085.617676
	Iteration 28Q: 3 clusters Score -2.445829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 212605 members 
Entering Unmasked Estep 
Score: -24458294.000000 Penalty: 6085.617676
	Iteration 29F: 3 clusters Score -2.445829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 332 members 
Entering Unmasked Estep 
Score: -73509.023438 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73509.02 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73745.500000 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73745.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73826.468750 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -73826.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73873.390625 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73873.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73893.593750 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73893.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73908.406250 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73908.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73920.078125 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73920.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73928.242188 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -73928.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73932.382812 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -73932.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73937.062500 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -73937.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73941.140625 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -73941.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73946.343750 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -73946.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73953.007812 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -73953.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73955.992188 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -73955.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73955.992188 Penalty: 3267.424805
	Iteration 14F: 3 clusters Score -73955.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Entering Unmasked Estep 
Score: -1224285.750000 Penalty: 2308.026855
	Iteration 0F: 2 clusters Score -1224286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1216004.875000 Penalty: 4616.053711
	Iteration 0F: 3 clusters Score -1216005 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1218634.250000 Penalty: 4616.053711
	Iteration 1F: 3 clusters Score -1218634 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1219086.000000 Penalty: 4616.053711
	Iteration 2F: 3 clusters Score -1219086 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1219472.375000 Penalty: 4616.053711
	Iteration 3F: 3 clusters Score -1219472 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1219833.625000 Penalty: 4616.053711
	Iteration 4F: 3 clusters Score -1219834 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1220181.625000 Penalty: 4616.053711
	Iteration 5Q: 3 clusters Score -1220182 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1220489.250000 Penalty: 4616.053711
	Iteration 6Q: 3 clusters Score -1220489 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1220759.875000 Penalty: 4616.053711
	Iteration 7Q: 3 clusters Score -1220760 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1221036.125000 Penalty: 4616.053711
	Iteration 8Q: 3 clusters Score -1221036 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1221359.125000 Penalty: 4616.053711
	Iteration 9Q: 3 clusters Score -1221359 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1221685.500000 Penalty: 4616.053711
	Iteration 10Q: 3 clusters Score -1221686 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1221984.500000 Penalty: 4616.053711
	Iteration 11Q: 3 clusters Score -1221984 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1222226.875000 Penalty: 4616.053711
	Iteration 12Q: 3 clusters Score -1222227 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1222398.250000 Penalty: 4616.053711
	Iteration 13Q: 3 clusters Score -1222398 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1222515.875000 Penalty: 4616.053711
	Iteration 14Q: 3 clusters Score -1222516 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1222601.875000 Penalty: 4616.053711
	Iteration 15Q: 3 clusters Score -1222602 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1222671.500000 Penalty: 4616.053711
	Iteration 16Q: 3 clusters Score -1222672 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1222719.375000 Penalty: 4616.053711
	Iteration 17Q: 3 clusters Score -1222719 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1222761.625000 Penalty: 4616.053711
	Iteration 18Q: 3 clusters Score -1222762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1222784.125000 Penalty: 4616.053711
	Iteration 19Q: 3 clusters Score -1222784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1222801.375000 Penalty: 4616.053711
	Iteration 20F: 3 clusters Score -1222801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1222802.750000 Penalty: 4616.053711
	Iteration 21Q: 3 clusters Score -1222803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1222815.625000 Penalty: 4616.053711
	Iteration 22Q: 3 clusters Score -1222816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1222820.125000 Penalty: 4616.053711
	Iteration 23Q: 3 clusters Score -1222820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1222831.125000 Penalty: 4616.053711
	Iteration 24Q: 3 clusters Score -1222831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1222834.750000 Penalty: 4616.053711
	Iteration 25Q: 3 clusters Score -1222835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1222845.250000 Penalty: 4616.053711
	Iteration 26Q: 3 clusters Score -1222845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1222847.000000 Penalty: 4616.053711
	Iteration 27Q: 3 clusters Score -1222847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1222850.000000 Penalty: 4616.053711
	Iteration 28Q: 3 clusters Score -1222850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1222851.375000 Penalty: 4616.053711
	Iteration 29Q: 3 clusters Score -1222851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1222851.875000 Penalty: 4616.053711
	Iteration 30Q: 3 clusters Score -1222852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1222855.375000 Penalty: 4616.053711
	Iteration 31Q: 3 clusters Score -1222855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1222857.000000 Penalty: 4616.053711
	Iteration 32Q: 3 clusters Score -1222857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1222855.125000 Penalty: 4616.053711
	Iteration 33Q: 3 clusters Score -1222855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1222860.125000 Penalty: 4616.053711
	Iteration 34Q: 3 clusters Score -1222860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1222861.625000 Penalty: 4616.053711
	Iteration 35Q: 3 clusters Score -1222862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1222861.375000 Penalty: 4616.053711
	Iteration 36Q: 3 clusters Score -1222861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1222862.625000 Penalty: 4616.053711
	Iteration 37Q: 3 clusters Score -1222863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1222860.875000 Penalty: 4616.053711
	Iteration 38Q: 3 clusters Score -1222861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1222861.875000 Penalty: 4616.053711
	Iteration 39Q: 3 clusters Score -1222862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1222863.125000 Penalty: 4616.053711
	Iteration 40F: 3 clusters Score -1222863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1222864.375000 Penalty: 4616.053711
	Iteration 41Q: 3 clusters Score -1222864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1222864.625000 Penalty: 4616.053711
	Iteration 42Q: 3 clusters Score -1222865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1222865.875000 Penalty: 4616.053711
	Iteration 43Q: 3 clusters Score -1222866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1222868.750000 Penalty: 4616.053711
	Iteration 44Q: 3 clusters Score -1222869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1222865.625000 Penalty: 4616.053711
	Iteration 45Q: 3 clusters Score -1222866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1222867.750000 Penalty: 4616.053711
	Iteration 46Q: 3 clusters Score -1222868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1222871.000000 Penalty: 4616.053711
	Iteration 47Q: 3 clusters Score -1222871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1222869.250000 Penalty: 4616.053711
	Iteration 48Q: 3 clusters Score -1222869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1222870.000000 Penalty: 4616.053711
	Iteration 49Q: 3 clusters Score -1222870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1222871.625000 Penalty: 4616.053711
	Iteration 50Q: 3 clusters Score -1222872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1222869.875000 Penalty: 4616.053711
	Iteration 51Q: 3 clusters Score -1222870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1222870.500000 Penalty: 4616.053711
	Iteration 52Q: 3 clusters Score -1222870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1222872.250000 Penalty: 4616.053711
	Iteration 53Q: 3 clusters Score -1222872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1222875.875000 Penalty: 4616.053711
	Iteration 54Q: 3 clusters Score -1222876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1222876.875000 Penalty: 4616.053711
	Iteration 55Q: 3 clusters Score -1222877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1222878.500000 Penalty: 4616.053711
	Iteration 56Q: 3 clusters Score -1222878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1222877.250000 Penalty: 4616.053711
	Iteration 57Q: 3 clusters Score -1222877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1222879.250000 Penalty: 4616.053711
	Iteration 58Q: 3 clusters Score -1222879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1222877.625000 Penalty: 4616.053711
	Iteration 59Q: 3 clusters Score -1222878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1222877.250000 Penalty: 4616.053711
	Iteration 60F: 3 clusters Score -1222877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1222876.125000 Penalty: 4616.053711
	Iteration 61Q: 3 clusters Score -1222876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1222879.250000 Penalty: 4616.053711
	Iteration 62Q: 3 clusters Score -1222879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1222879.875000 Penalty: 4616.053711
	Iteration 63Q: 3 clusters Score -1222880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1222880.000000 Penalty: 4616.053711
	Iteration 64Q: 3 clusters Score -1222880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1222880.250000 Penalty: 4616.053711
	Iteration 65Q: 3 clusters Score -1222880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1222879.625000 Penalty: 4616.053711
	Iteration 66Q: 3 clusters Score -1222880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1222881.500000 Penalty: 4616.053711
	Iteration 67Q: 3 clusters Score -1222882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1222882.750000 Penalty: 4616.053711
	Iteration 68Q: 3 clusters Score -1222883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1222884.875000 Penalty: 4616.053711
	Iteration 69Q: 3 clusters Score -1222885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1222887.125000 Penalty: 4616.053711
	Iteration 70Q: 3 clusters Score -1222887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1222896.250000 Penalty: 4616.053711
	Iteration 71Q: 3 clusters Score -1222896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1222895.625000 Penalty: 4616.053711
	Iteration 72Q: 3 clusters Score -1222896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1222899.625000 Penalty: 4616.053711
	Iteration 73Q: 3 clusters Score -1222900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1222905.125000 Penalty: 4616.053711
	Iteration 74Q: 3 clusters Score -1222905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1222907.750000 Penalty: 4616.053711
	Iteration 75Q: 3 clusters Score -1222908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1222912.125000 Penalty: 4616.053711
	Iteration 76Q: 3 clusters Score -1222912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1222915.875000 Penalty: 4616.053711
	Iteration 77Q: 3 clusters Score -1222916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1222916.500000 Penalty: 4616.053711
	Iteration 78Q: 3 clusters Score -1222916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1222918.750000 Penalty: 4616.053711
	Iteration 79Q: 3 clusters Score -1222919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1222919.000000 Penalty: 4616.053711
	Iteration 80F: 3 clusters Score -1222919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1222922.500000 Penalty: 4616.053711
	Iteration 81Q: 3 clusters Score -1222922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1222924.500000 Penalty: 4616.053711
	Iteration 82Q: 3 clusters Score -1222924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1222927.500000 Penalty: 4616.053711
	Iteration 83Q: 3 clusters Score -1222928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1222927.500000 Penalty: 4616.053711
	Iteration 84Q: 3 clusters Score -1222928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1222931.625000 Penalty: 4616.053711
	Iteration 85Q: 3 clusters Score -1222932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1222930.875000 Penalty: 4616.053711
	Iteration 86Q: 3 clusters Score -1222931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1222933.500000 Penalty: 4616.053711
	Iteration 87Q: 3 clusters Score -1222934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1222936.250000 Penalty: 4616.053711
	Iteration 88Q: 3 clusters Score -1222936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1222942.375000 Penalty: 4616.053711
	Iteration 89Q: 3 clusters Score -1222942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1222941.000000 Penalty: 4616.053711
	Iteration 90Q: 3 clusters Score -1222941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1222943.250000 Penalty: 4616.053711
	Iteration 91Q: 3 clusters Score -1222943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1222946.875000 Penalty: 4616.053711
	Iteration 92Q: 3 clusters Score -1222947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1222946.875000 Penalty: 4616.053711
	Iteration 93Q: 3 clusters Score -1222947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1222955.000000 Penalty: 4616.053711
	Iteration 94Q: 3 clusters Score -1222955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1222954.000000 Penalty: 4616.053711
	Iteration 95Q: 3 clusters Score -1222954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1222955.875000 Penalty: 4616.053711
	Iteration 96Q: 3 clusters Score -1222956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1222958.375000 Penalty: 4616.053711
	Iteration 97Q: 3 clusters Score -1222958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1222962.125000 Penalty: 4616.053711
	Iteration 98Q: 3 clusters Score -1222962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1222969.750000 Penalty: 4616.053711
	Iteration 99Q: 3 clusters Score -1222970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1222973.500000 Penalty: 4616.053711
	Iteration 100F: 3 clusters Score -1222974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1222979.250000 Penalty: 4616.053711
	Iteration 101Q: 3 clusters Score -1222979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1222987.625000 Penalty: 4616.053711
	Iteration 102Q: 3 clusters Score -1222988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1222990.375000 Penalty: 4616.053711
	Iteration 103Q: 3 clusters Score -1222990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1222994.500000 Penalty: 4616.053711
	Iteration 104Q: 3 clusters Score -1222994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1222996.125000 Penalty: 4616.053711
	Iteration 105Q: 3 clusters Score -1222996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1222994.375000 Penalty: 4616.053711
	Iteration 106Q: 3 clusters Score -1222994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1222995.875000 Penalty: 4616.053711
	Iteration 107Q: 3 clusters Score -1222996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1222997.625000 Penalty: 4616.053711
	Iteration 108Q: 3 clusters Score -1222998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1223000.125000 Penalty: 4616.053711
	Iteration 109Q: 3 clusters Score -1223000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1222999.250000 Penalty: 4616.053711
	Iteration 110Q: 3 clusters Score -1222999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1222998.625000 Penalty: 4616.053711
	Iteration 111Q: 3 clusters Score -1222999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1223001.750000 Penalty: 4616.053711
	Iteration 112Q: 3 clusters Score -1223002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1223002.375000 Penalty: 4616.053711
	Iteration 113Q: 3 clusters Score -1223002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1223001.625000 Penalty: 4616.053711
	Iteration 114Q: 3 clusters Score -1223002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1223001.625000 Penalty: 4616.053711
	Iteration 115Q: 3 clusters Score -1223002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1223001.625000 Penalty: 4616.053711
	Iteration 116Q: 3 clusters Score -1223002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1223002.750000 Penalty: 4616.053711
	Iteration 117Q: 3 clusters Score -1223003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1223000.875000 Penalty: 4616.053711
	Iteration 118Q: 3 clusters Score -1223001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1223000.875000 Penalty: 4616.053711
	Iteration 119F: 3 clusters Score -1223001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Entering Unmasked Estep 
Score: -1064580.500000 Penalty: 2288.515625
	Iteration 0F: 2 clusters Score -1064580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1056782.875000 Penalty: 4577.031250
	Iteration 0F: 3 clusters Score -1056783 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1059289.000000 Penalty: 4577.031250
	Iteration 1F: 3 clusters Score -1059289 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1059815.375000 Penalty: 4577.031250
	Iteration 2F: 3 clusters Score -1059815 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1060261.125000 Penalty: 4577.031250
	Iteration 3F: 3 clusters Score -1060261 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1060586.125000 Penalty: 4577.031250
	Iteration 4F: 3 clusters Score -1060586 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1060866.500000 Penalty: 4577.031250
	Iteration 5Q: 3 clusters Score -1060866 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1061128.125000 Penalty: 4577.031250
	Iteration 6Q: 3 clusters Score -1061128 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1061336.500000 Penalty: 4577.031250
	Iteration 7Q: 3 clusters Score -1061336 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1061530.750000 Penalty: 4577.031250
	Iteration 8Q: 3 clusters Score -1061531 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1061714.000000 Penalty: 4577.031250
	Iteration 9Q: 3 clusters Score -1061714 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1061892.625000 Penalty: 4577.031250
	Iteration 10Q: 3 clusters Score -1061893 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1062057.750000 Penalty: 4577.031250
	Iteration 11Q: 3 clusters Score -1062058 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1062194.500000 Penalty: 4577.031250
	Iteration 12Q: 3 clusters Score -1062194 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1062311.625000 Penalty: 4577.031250
	Iteration 13Q: 3 clusters Score -1062312 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1062412.500000 Penalty: 4577.031250
	Iteration 14Q: 3 clusters Score -1062412 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1062486.750000 Penalty: 4577.031250
	Iteration 15Q: 3 clusters Score -1062487 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1062538.875000 Penalty: 4577.031250
	Iteration 16Q: 3 clusters Score -1062539 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1062582.625000 Penalty: 4577.031250
	Iteration 17Q: 3 clusters Score -1062583 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1062605.625000 Penalty: 4577.031250
	Iteration 18Q: 3 clusters Score -1062606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1062625.000000 Penalty: 4577.031250
	Iteration 19Q: 3 clusters Score -1062625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1062644.375000 Penalty: 4577.031250
	Iteration 20F: 3 clusters Score -1062644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1062664.500000 Penalty: 4577.031250
	Iteration 21Q: 3 clusters Score -1062664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1062680.375000 Penalty: 4577.031250
	Iteration 22Q: 3 clusters Score -1062680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1062690.250000 Penalty: 4577.031250
	Iteration 23Q: 3 clusters Score -1062690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1062707.000000 Penalty: 4577.031250
	Iteration 24Q: 3 clusters Score -1062707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1062721.750000 Penalty: 4577.031250
	Iteration 25Q: 3 clusters Score -1062722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1062736.125000 Penalty: 4577.031250
	Iteration 26Q: 3 clusters Score -1062736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1062748.000000 Penalty: 4577.031250
	Iteration 27Q: 3 clusters Score -1062748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1062763.625000 Penalty: 4577.031250
	Iteration 28Q: 3 clusters Score -1062764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1062780.875000 Penalty: 4577.031250
	Iteration 29Q: 3 clusters Score -1062781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1062796.875000 Penalty: 4577.031250
	Iteration 30Q: 3 clusters Score -1062797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1062819.250000 Penalty: 4577.031250
	Iteration 31Q: 3 clusters Score -1062819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1062842.625000 Penalty: 4577.031250
	Iteration 32Q: 3 clusters Score -1062843 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1062872.250000 Penalty: 4577.031250
	Iteration 33Q: 3 clusters Score -1062872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1062900.250000 Penalty: 4577.031250
	Iteration 34Q: 3 clusters Score -1062900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1062925.125000 Penalty: 4577.031250
	Iteration 35Q: 3 clusters Score -1062925 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1062957.500000 Penalty: 4577.031250
	Iteration 36Q: 3 clusters Score -1062958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1062982.000000 Penalty: 4577.031250
	Iteration 37Q: 3 clusters Score -1062982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1063006.875000 Penalty: 4577.031250
	Iteration 38Q: 3 clusters Score -1063007 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1063037.000000 Penalty: 4577.031250
	Iteration 39Q: 3 clusters Score -1063037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1063064.625000 Penalty: 4577.031250
	Iteration 40F: 3 clusters Score -1063065 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1063095.875000 Penalty: 4577.031250
	Iteration 41Q: 3 clusters Score -1063096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1063115.125000 Penalty: 4577.031250
	Iteration 42Q: 3 clusters Score -1063115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1063143.750000 Penalty: 4577.031250
	Iteration 43Q: 3 clusters Score -1063144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1063166.000000 Penalty: 4577.031250
	Iteration 44Q: 3 clusters Score -1063166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1063191.375000 Penalty: 4577.031250
	Iteration 45Q: 3 clusters Score -1063191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1063222.500000 Penalty: 4577.031250
	Iteration 46Q: 3 clusters Score -1063222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1063250.250000 Penalty: 4577.031250
	Iteration 47Q: 3 clusters Score -1063250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1063288.500000 Penalty: 4577.031250
	Iteration 48Q: 3 clusters Score -1063288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1063313.750000 Penalty: 4577.031250
	Iteration 49Q: 3 clusters Score -1063314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1063349.000000 Penalty: 4577.031250
	Iteration 50Q: 3 clusters Score -1063349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1063385.250000 Penalty: 4577.031250
	Iteration 51Q: 3 clusters Score -1063385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1063405.875000 Penalty: 4577.031250
	Iteration 52Q: 3 clusters Score -1063406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1063420.875000 Penalty: 4577.031250
	Iteration 53Q: 3 clusters Score -1063421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1063426.750000 Penalty: 4577.031250
	Iteration 54Q: 3 clusters Score -1063427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1063439.375000 Penalty: 4577.031250
	Iteration 55Q: 3 clusters Score -1063439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1063440.875000 Penalty: 4577.031250
	Iteration 56Q: 3 clusters Score -1063441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1063440.500000 Penalty: 4577.031250
	Iteration 57Q: 3 clusters Score -1063440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1063441.000000 Penalty: 4577.031250
	Iteration 58Q: 3 clusters Score -1063441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1063440.125000 Penalty: 4577.031250
	Iteration 59Q: 3 clusters Score -1063440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1063440.125000 Penalty: 4577.031250
	Iteration 60F: 3 clusters Score -1063440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Entering Unmasked Estep 
Score: -1499778.125000 Penalty: 2360.274658
	Iteration 0F: 2 clusters Score -1499778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1489745.750000 Penalty: 4720.549316
	Iteration 0F: 3 clusters Score -1489746 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1492848.500000 Penalty: 4720.549316
	Iteration 1F: 3 clusters Score -1492848 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1493226.125000 Penalty: 4720.549316
	Iteration 2F: 3 clusters Score -1493226 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1493575.750000 Penalty: 4720.549316
	Iteration 3F: 3 clusters Score -1493576 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1493987.625000 Penalty: 4720.549316
	Iteration 4Q: 3 clusters Score -1493988 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1494512.750000 Penalty: 4720.549316
	Iteration 5F: 3 clusters Score -1494513 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1495086.125000 Penalty: 4720.549316
	Iteration 6F: 3 clusters Score -1495086 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1495688.625000 Penalty: 4720.549316
	Iteration 7F: 3 clusters Score -1495689 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1496266.750000 Penalty: 4720.549316
	Iteration 8F: 3 clusters Score -1496267 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1496810.250000 Penalty: 4720.549316
	Iteration 9F: 3 clusters Score -1496810 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1497236.375000 Penalty: 4720.549316
	Iteration 10Q: 3 clusters Score -1497236 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1497585.250000 Penalty: 4720.549316
	Iteration 11Q: 3 clusters Score -1497585 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1497839.375000 Penalty: 4720.549316
	Iteration 12Q: 3 clusters Score -1497839 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1498061.875000 Penalty: 4720.549316
	Iteration 13Q: 3 clusters Score -1498062 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1498238.750000 Penalty: 4720.549316
	Iteration 14Q: 3 clusters Score -1498239 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1498341.750000 Penalty: 4720.549316
	Iteration 15Q: 3 clusters Score -1498342 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1498422.375000 Penalty: 4720.549316
	Iteration 16Q: 3 clusters Score -1498422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1498497.125000 Penalty: 4720.549316
	Iteration 17Q: 3 clusters Score -1498497 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1498552.875000 Penalty: 4720.549316
	Iteration 18Q: 3 clusters Score -1498553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1498599.250000 Penalty: 4720.549316
	Iteration 19Q: 3 clusters Score -1498599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1498635.625000 Penalty: 4720.549316
	Iteration 20F: 3 clusters Score -1498636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1498668.500000 Penalty: 4720.549316
	Iteration 21Q: 3 clusters Score -1498668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1498700.125000 Penalty: 4720.549316
	Iteration 22Q: 3 clusters Score -1498700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1498733.375000 Penalty: 4720.549316
	Iteration 23Q: 3 clusters Score -1498733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1498754.000000 Penalty: 4720.549316
	Iteration 24Q: 3 clusters Score -1498754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1498767.000000 Penalty: 4720.549316
	Iteration 25Q: 3 clusters Score -1498767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1498783.000000 Penalty: 4720.549316
	Iteration 26Q: 3 clusters Score -1498783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1498796.375000 Penalty: 4720.549316
	Iteration 27Q: 3 clusters Score -1498796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1498807.000000 Penalty: 4720.549316
	Iteration 28Q: 3 clusters Score -1498807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1498814.000000 Penalty: 4720.549316
	Iteration 29Q: 3 clusters Score -1498814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1498822.125000 Penalty: 4720.549316
	Iteration 30Q: 3 clusters Score -1498822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1498828.250000 Penalty: 4720.549316
	Iteration 31Q: 3 clusters Score -1498828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1498839.125000 Penalty: 4720.549316
	Iteration 32Q: 3 clusters Score -1498839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1498844.250000 Penalty: 4720.549316
	Iteration 33Q: 3 clusters Score -1498844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1498849.875000 Penalty: 4720.549316
	Iteration 34Q: 3 clusters Score -1498850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1498856.500000 Penalty: 4720.549316
	Iteration 35Q: 3 clusters Score -1498856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1498863.625000 Penalty: 4720.549316
	Iteration 36Q: 3 clusters Score -1498864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1498866.750000 Penalty: 4720.549316
	Iteration 37Q: 3 clusters Score -1498867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1498871.375000 Penalty: 4720.549316
	Iteration 38Q: 3 clusters Score -1498871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1498871.375000 Penalty: 4720.549316
	Iteration 39F: 3 clusters Score -1498871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -396939.968750 Penalty: 2035.975952
	Iteration 0F: 2 clusters Score -396940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -393277.375000 Penalty: 4071.951904
	Iteration 0F: 3 clusters Score -393277.4 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -394121.093750 Penalty: 4071.951904
	Iteration 1F: 3 clusters Score -394121.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -394346.468750 Penalty: 4071.951904
	Iteration 2F: 3 clusters Score -394346.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -394528.906250 Penalty: 4071.951904
	Iteration 3F: 3 clusters Score -394528.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -394713.031250 Penalty: 4071.951904
	Iteration 4F: 3 clusters Score -394713 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -394900.187500 Penalty: 4071.951904
	Iteration 5F: 3 clusters Score -394900.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -395148.437500 Penalty: 4071.951904
	Iteration 6F: 3 clusters Score -395148.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -395382.062500 Penalty: 4071.951904
	Iteration 7F: 3 clusters Score -395382.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -395570.750000 Penalty: 4071.951904
	Iteration 8F: 3 clusters Score -395570.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -395744.718750 Penalty: 4071.951904
	Iteration 9Q: 3 clusters Score -395744.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -395923.250000 Penalty: 4071.951904
	Iteration 10Q: 3 clusters Score -395923.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -396118.562500 Penalty: 4071.951904
	Iteration 11Q: 3 clusters Score -396118.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -396273.125000 Penalty: 4071.951904
	Iteration 12Q: 3 clusters Score -396273.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -396364.562500 Penalty: 4071.951904
	Iteration 13Q: 3 clusters Score -396364.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -396429.562500 Penalty: 4071.951904
	Iteration 14Q: 3 clusters Score -396429.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -396466.718750 Penalty: 4071.951904
	Iteration 15Q: 3 clusters Score -396466.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -396486.593750 Penalty: 4071.951904
	Iteration 16Q: 3 clusters Score -396486.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -396503.750000 Penalty: 4071.951904
	Iteration 17Q: 3 clusters Score -396503.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -396516.500000 Penalty: 4071.951904
	Iteration 18Q: 3 clusters Score -396516.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -396524.500000 Penalty: 4071.951904
	Iteration 19Q: 3 clusters Score -396524.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -396531.031250 Penalty: 4071.951904
	Iteration 20F: 3 clusters Score -396531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -396534.625000 Penalty: 4071.951904
	Iteration 21Q: 3 clusters Score -396534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -396537.562500 Penalty: 4071.951904
	Iteration 22Q: 3 clusters Score -396537.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -396540.000000 Penalty: 4071.951904
	Iteration 23Q: 3 clusters Score -396540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -396542.281250 Penalty: 4071.951904
	Iteration 24Q: 3 clusters Score -396542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -396543.375000 Penalty: 4071.951904
	Iteration 25Q: 3 clusters Score -396543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -396544.250000 Penalty: 4071.951904
	Iteration 26Q: 3 clusters Score -396544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -396546.843750 Penalty: 4071.951904
	Iteration 27Q: 3 clusters Score -396546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -396550.687500 Penalty: 4071.951904
	Iteration 28Q: 3 clusters Score -396550.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -396553.875000 Penalty: 4071.951904
	Iteration 29Q: 3 clusters Score -396553.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -396557.125000 Penalty: 4071.951904
	Iteration 30Q: 3 clusters Score -396557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -396559.093750 Penalty: 4071.951904
	Iteration 31Q: 3 clusters Score -396559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -396561.406250 Penalty: 4071.951904
	Iteration 32Q: 3 clusters Score -396561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -396562.875000 Penalty: 4071.951904
	Iteration 33Q: 3 clusters Score -396562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -396562.875000 Penalty: 4071.951904
	Iteration 34F: 3 clusters Score -396562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Entering Unmasked Estep 
Score: -5265227.000000 Penalty: 2665.680420
	Iteration 0F: 2 clusters Score -5265227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -5233902.000000 Penalty: 5331.360840
	Iteration 0F: 3 clusters Score -5233902 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -5245934.500000 Penalty: 5331.360840
	Iteration 1F: 3 clusters Score -5245934 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -5246762.000000 Penalty: 5331.360840
	Iteration 2Q: 3 clusters Score -5246762 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -5247778.000000 Penalty: 5331.360840
	Iteration 3Q: 3 clusters Score -5247778 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -5249211.000000 Penalty: 5331.360840
	Iteration 4F: 3 clusters Score -5249211 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -5250913.000000 Penalty: 5331.360840
	Iteration 5F: 3 clusters Score -5250913 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -5252968.000000 Penalty: 5331.360840
	Iteration 6F: 3 clusters Score -5252968 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -5255003.000000 Penalty: 5331.360840
	Iteration 7F: 3 clusters Score -5255003 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -5256528.500000 Penalty: 5331.360840
	Iteration 8F: 3 clusters Score -5256528 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -5257619.500000 Penalty: 5331.360840
	Iteration 9Q: 3 clusters Score -5257620 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -5258447.500000 Penalty: 5331.360840
	Iteration 10Q: 3 clusters Score -5258448 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -5259191.500000 Penalty: 5331.360840
	Iteration 11Q: 3 clusters Score -5259192 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -5259917.000000 Penalty: 5331.360840
	Iteration 12Q: 3 clusters Score -5259917 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -5260527.500000 Penalty: 5331.360840
	Iteration 13Q: 3 clusters Score -5260528 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -5261072.000000 Penalty: 5331.360840
	Iteration 14Q: 3 clusters Score -5261072 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5261499.500000 Penalty: 5331.360840
	Iteration 15Q: 3 clusters Score -5261500 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -5261896.000000 Penalty: 5331.360840
	Iteration 16Q: 3 clusters Score -5261896 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -5262256.000000 Penalty: 5331.360840
	Iteration 17Q: 3 clusters Score -5262256 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5262598.000000 Penalty: 5331.360840
	Iteration 18Q: 3 clusters Score -5262598 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -5262918.000000 Penalty: 5331.360840
	Iteration 19Q: 3 clusters Score -5262918 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -5263170.000000 Penalty: 5331.360840
	Iteration 20F: 3 clusters Score -5263170 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5263352.000000 Penalty: 5331.360840
	Iteration 21Q: 3 clusters Score -5263352 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5263482.000000 Penalty: 5331.360840
	Iteration 22Q: 3 clusters Score -5263482 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5263555.000000 Penalty: 5331.360840
	Iteration 23Q: 3 clusters Score -5263555 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5263601.000000 Penalty: 5331.360840
	Iteration 24Q: 3 clusters Score -5263601 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5263634.000000 Penalty: 5331.360840
	Iteration 25Q: 3 clusters Score -5263634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5263671.500000 Penalty: 5331.360840
	Iteration 26Q: 3 clusters Score -5263672 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -5263689.000000 Penalty: 5331.360840
	Iteration 27Q: 3 clusters Score -5263689 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -5263717.500000 Penalty: 5331.360840
	Iteration 28Q: 3 clusters Score -5263718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -5263737.000000 Penalty: 5331.360840
	Iteration 29Q: 3 clusters Score -5263737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -5263774.000000 Penalty: 5331.360840
	Iteration 30Q: 3 clusters Score -5263774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5263784.000000 Penalty: 5331.360840
	Iteration 31Q: 3 clusters Score -5263784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5263789.500000 Penalty: 5331.360840
	Iteration 32Q: 3 clusters Score -5263790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5263801.000000 Penalty: 5331.360840
	Iteration 33Q: 3 clusters Score -5263801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5263791.000000 Penalty: 5331.360840
	Iteration 34Q: 3 clusters Score -5263791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5263791.000000 Penalty: 5331.360840
	Iteration 35Q: 3 clusters Score -5263791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5263796.000000 Penalty: 5331.360840
	Iteration 36Q: 3 clusters Score -5263796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5263795.500000 Penalty: 5331.360840
	Iteration 37Q: 3 clusters Score -5263796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5263801.500000 Penalty: 5331.360840
	Iteration 38Q: 3 clusters Score -5263802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5263811.500000 Penalty: 5331.360840
	Iteration 39Q: 3 clusters Score -5263812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5263820.500000 Penalty: 5331.360840
	Iteration 40F: 3 clusters Score -5263820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5263812.000000 Penalty: 5331.360840
	Iteration 41Q: 3 clusters Score -5263812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -5263820.000000 Penalty: 5331.360840
	Iteration 42Q: 3 clusters Score -5263820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -5263823.000000 Penalty: 5331.360840
	Iteration 43Q: 3 clusters Score -5263823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5263827.500000 Penalty: 5331.360840
	Iteration 44Q: 3 clusters Score -5263828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5263824.000000 Penalty: 5331.360840
	Iteration 45Q: 3 clusters Score -5263824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5263835.000000 Penalty: 5331.360840
	Iteration 46Q: 3 clusters Score -5263835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5263841.000000 Penalty: 5331.360840
	Iteration 47Q: 3 clusters Score -5263841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5263826.500000 Penalty: 5331.360840
	Iteration 48Q: 3 clusters Score -5263826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5263825.000000 Penalty: 5331.360840
	Iteration 49Q: 3 clusters Score -5263825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5263834.500000 Penalty: 5331.360840
	Iteration 50Q: 3 clusters Score -5263834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5263835.000000 Penalty: 5331.360840
	Iteration 51Q: 3 clusters Score -5263835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -5263838.500000 Penalty: 5331.360840
	Iteration 52Q: 3 clusters Score -5263838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -5263846.500000 Penalty: 5331.360840
	Iteration 53Q: 3 clusters Score -5263846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5263848.000000 Penalty: 5331.360840
	Iteration 54Q: 3 clusters Score -5263848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5263837.500000 Penalty: 5331.360840
	Iteration 55Q: 3 clusters Score -5263838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5263840.000000 Penalty: 5331.360840
	Iteration 56Q: 3 clusters Score -5263840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5263840.000000 Penalty: 5331.360840
	Iteration 57F: 3 clusters Score -5263840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Entering Unmasked Estep 
Score: -1515812.500000 Penalty: 2370.497559
	Iteration 0F: 2 clusters Score -1515812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1505493.500000 Penalty: 4740.995117
	Iteration 0F: 3 clusters Score -1505494 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1508931.250000 Penalty: 4740.995117
	Iteration 1F: 3 clusters Score -1508931 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1509577.875000 Penalty: 4740.995117
	Iteration 2F: 3 clusters Score -1509578 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1510253.375000 Penalty: 4740.995117
	Iteration 3F: 3 clusters Score -1510253 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1511054.375000 Penalty: 4740.995117
	Iteration 4F: 3 clusters Score -1511054 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1511819.500000 Penalty: 4740.995117
	Iteration 5F: 3 clusters Score -1511820 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1512483.125000 Penalty: 4740.995117
	Iteration 6F: 3 clusters Score -1512483 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1513005.500000 Penalty: 4740.995117
	Iteration 7F: 3 clusters Score -1513006 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1513389.750000 Penalty: 4740.995117
	Iteration 8Q: 3 clusters Score -1513390 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1513659.000000 Penalty: 4740.995117
	Iteration 9Q: 3 clusters Score -1513659 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1513832.750000 Penalty: 4740.995117
	Iteration 10Q: 3 clusters Score -1513833 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1513948.250000 Penalty: 4740.995117
	Iteration 11Q: 3 clusters Score -1513948 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1514044.000000 Penalty: 4740.995117
	Iteration 12Q: 3 clusters Score -1514044 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1514147.375000 Penalty: 4740.995117
	Iteration 13Q: 3 clusters Score -1514147 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1514283.500000 Penalty: 4740.995117
	Iteration 14Q: 3 clusters Score -1514284 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1514438.000000 Penalty: 4740.995117
	Iteration 15Q: 3 clusters Score -1514438 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1514593.750000 Penalty: 4740.995117
	Iteration 16Q: 3 clusters Score -1514594 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1514726.875000 Penalty: 4740.995117
	Iteration 17Q: 3 clusters Score -1514727 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1514857.875000 Penalty: 4740.995117
	Iteration 18Q: 3 clusters Score -1514858 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1514951.875000 Penalty: 4740.995117
	Iteration 19Q: 3 clusters Score -1514952 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1515034.750000 Penalty: 4740.995117
	Iteration 20F: 3 clusters Score -1515035 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1515118.250000 Penalty: 4740.995117
	Iteration 21Q: 3 clusters Score -1515118 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1515176.375000 Penalty: 4740.995117
	Iteration 22Q: 3 clusters Score -1515176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1515228.125000 Penalty: 4740.995117
	Iteration 23Q: 3 clusters Score -1515228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1515265.875000 Penalty: 4740.995117
	Iteration 24Q: 3 clusters Score -1515266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1515292.375000 Penalty: 4740.995117
	Iteration 25Q: 3 clusters Score -1515292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1515316.500000 Penalty: 4740.995117
	Iteration 26Q: 3 clusters Score -1515316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1515335.625000 Penalty: 4740.995117
	Iteration 27Q: 3 clusters Score -1515336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1515349.500000 Penalty: 4740.995117
	Iteration 28Q: 3 clusters Score -1515350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1515364.375000 Penalty: 4740.995117
	Iteration 29Q: 3 clusters Score -1515364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1515371.375000 Penalty: 4740.995117
	Iteration 30Q: 3 clusters Score -1515371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1515380.500000 Penalty: 4740.995117
	Iteration 31Q: 3 clusters Score -1515380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1515378.125000 Penalty: 4740.995117
	Iteration 32Q: 3 clusters Score -1515378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1515381.250000 Penalty: 4740.995117
	Iteration 33Q: 3 clusters Score -1515381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1515386.250000 Penalty: 4740.995117
	Iteration 34Q: 3 clusters Score -1515386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1515393.125000 Penalty: 4740.995117
	Iteration 35Q: 3 clusters Score -1515393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1515393.750000 Penalty: 4740.995117
	Iteration 36Q: 3 clusters Score -1515394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1515398.750000 Penalty: 4740.995117
	Iteration 37Q: 3 clusters Score -1515399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1515406.000000 Penalty: 4740.995117
	Iteration 38Q: 3 clusters Score -1515406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1515409.875000 Penalty: 4740.995117
	Iteration 39Q: 3 clusters Score -1515410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1515416.875000 Penalty: 4740.995117
	Iteration 40F: 3 clusters Score -1515417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1515430.125000 Penalty: 4740.995117
	Iteration 41Q: 3 clusters Score -1515430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1515452.000000 Penalty: 4740.995117
	Iteration 42Q: 3 clusters Score -1515452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1515485.250000 Penalty: 4740.995117
	Iteration 43Q: 3 clusters Score -1515485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1515541.000000 Penalty: 4740.995117
	Iteration 44Q: 3 clusters Score -1515541 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1515617.375000 Penalty: 4740.995117
	Iteration 45Q: 3 clusters Score -1515617 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1515707.250000 Penalty: 4740.995117
	Iteration 46Q: 3 clusters Score -1515707 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1515796.375000 Penalty: 4740.995117
	Iteration 47Q: 3 clusters Score -1515796 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1515862.375000 Penalty: 4740.995117
	Iteration 48Q: 3 clusters Score -1515862 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1515922.875000 Penalty: 4740.995117
	Iteration 49Q: 3 clusters Score -1515923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1515975.000000 Penalty: 4740.995117
	Iteration 50Q: 3 clusters Score -1515975 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1516015.000000 Penalty: 4740.995117
	Iteration 51Q: 3 clusters Score -1516015 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1516045.625000 Penalty: 4740.995117
	Iteration 52Q: 3 clusters Score -1516046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1516055.250000 Penalty: 4740.995117
	Iteration 53Q: 3 clusters Score -1516055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1516057.875000 Penalty: 4740.995117
	Iteration 54Q: 3 clusters Score -1516058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1516065.750000 Penalty: 4740.995117
	Iteration 55Q: 3 clusters Score -1516066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1516063.750000 Penalty: 4740.995117
	Iteration 56Q: 3 clusters Score -1516064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1516066.000000 Penalty: 4740.995117
	Iteration 57Q: 3 clusters Score -1516066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1516069.500000 Penalty: 4740.995117
	Iteration 58Q: 3 clusters Score -1516070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1516064.500000 Penalty: 4740.995117
	Iteration 59Q: 3 clusters Score -1516064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1516068.875000 Penalty: 4740.995117
	Iteration 60F: 3 clusters Score -1516069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1516067.625000 Penalty: 4740.995117
	Iteration 61Q: 3 clusters Score -1516068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1516073.250000 Penalty: 4740.995117
	Iteration 62Q: 3 clusters Score -1516073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1516077.250000 Penalty: 4740.995117
	Iteration 63Q: 3 clusters Score -1516077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1516077.125000 Penalty: 4740.995117
	Iteration 64Q: 3 clusters Score -1516077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1516073.500000 Penalty: 4740.995117
	Iteration 65Q: 3 clusters Score -1516074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1516076.625000 Penalty: 4740.995117
	Iteration 66Q: 3 clusters Score -1516077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1516075.250000 Penalty: 4740.995117
	Iteration 67Q: 3 clusters Score -1516075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1516078.125000 Penalty: 4740.995117
	Iteration 68Q: 3 clusters Score -1516078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1516081.000000 Penalty: 4740.995117
	Iteration 69Q: 3 clusters Score -1516081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1516082.750000 Penalty: 4740.995117
	Iteration 70Q: 3 clusters Score -1516083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1516084.000000 Penalty: 4740.995117
	Iteration 71Q: 3 clusters Score -1516084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1516082.250000 Penalty: 4740.995117
	Iteration 72Q: 3 clusters Score -1516082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1516085.125000 Penalty: 4740.995117
	Iteration 73Q: 3 clusters Score -1516085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1516084.125000 Penalty: 4740.995117
	Iteration 74Q: 3 clusters Score -1516084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1516084.125000 Penalty: 4740.995117
	Iteration 75F: 3 clusters Score -1516084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 6068 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7415 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24591 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22554 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18672 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38596 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43157 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9397 members 
Mstep: Class 64 contains 8096 members 
Entering Unmasked Estep 
Score: -139284240.000000 Penalty: 223341.859375
Splitting cluster 15 changes total score from -139285424.000000 to -139284240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -560369.937500 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -560369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -555533.250000 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -555533.2 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -556843.312500 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -556843.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -557251.250000 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -557251.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -557552.125000 Penalty: 4282.859863
	Iteration 3F: 3 clusters Score -557552.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -557756.250000 Penalty: 4282.859863
	Iteration 4F: 3 clusters Score -557756.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -557925.750000 Penalty: 4282.859863
	Iteration 5Q: 3 clusters Score -557925.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -558045.375000 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -558045.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -558149.562500 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -558149.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -558238.937500 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -558238.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -558324.062500 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -558324.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -558407.812500 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -558407.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -558490.375000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -558490.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -558565.875000 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -558565.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -558632.312500 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -558632.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -558696.500000 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -558696.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -558782.750000 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -558782.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -558865.187500 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -558865.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -558942.187500 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -558942.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -559002.687500 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -559002.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -559070.625000 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -559070.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -559149.187500 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -559149.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -559206.812500 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -559206.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -559250.187500 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -559250.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -559284.437500 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -559284.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -559313.562500 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -559313.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -559330.000000 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -559330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -559340.625000 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -559340.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -559347.750000 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -559347.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -559355.750000 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -559355.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -559363.625000 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -559363.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -559369.375000 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -559369.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -559375.562500 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -559375.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -559383.187500 Penalty: 4282.859863
	Iteration 32Q: 3 clusters Score -559383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -559386.812500 Penalty: 4282.859863
	Iteration 33Q: 3 clusters Score -559386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -559388.437500 Penalty: 4282.859863
	Iteration 34Q: 3 clusters Score -559388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -559389.000000 Penalty: 4282.859863
	Iteration 35Q: 3 clusters Score -559389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -559390.937500 Penalty: 4282.859863
	Iteration 36Q: 3 clusters Score -559390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -559392.062500 Penalty: 4282.859863
	Iteration 37Q: 3 clusters Score -559392.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -559393.187500 Penalty: 4282.859863
	Iteration 38Q: 3 clusters Score -559393.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -559394.750000 Penalty: 4282.859863
	Iteration 39Q: 3 clusters Score -559394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -559396.500000 Penalty: 4282.859863
	Iteration 40F: 3 clusters Score -559396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -559398.500000 Penalty: 4282.859863
	Iteration 41Q: 3 clusters Score -559398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -559401.875000 Penalty: 4282.859863
	Iteration 42Q: 3 clusters Score -559401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -559401.312500 Penalty: 4282.859863
	Iteration 43Q: 3 clusters Score -559401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -559402.812500 Penalty: 4282.859863
	Iteration 44Q: 3 clusters Score -559402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -559405.375000 Penalty: 4282.859863
	Iteration 45Q: 3 clusters Score -559405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -559408.437500 Penalty: 4282.859863
	Iteration 46Q: 3 clusters Score -559408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -559410.062500 Penalty: 4282.859863
	Iteration 47Q: 3 clusters Score -559410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -559409.187500 Penalty: 4282.859863
	Iteration 48Q: 3 clusters Score -559409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -559410.125000 Penalty: 4282.859863
	Iteration 49Q: 3 clusters Score -559410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -559410.375000 Penalty: 4282.859863
	Iteration 50Q: 3 clusters Score -559410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -559410.312500 Penalty: 4282.859863
	Iteration 51Q: 3 clusters Score -559410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -559410.312500 Penalty: 4282.859863
	Iteration 52F: 3 clusters Score -559410.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -402489.968750 Penalty: 2067.424805
	Iteration 0F: 2 clusters Score -402490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -398468.062500 Penalty: 4134.849609
	Iteration 0F: 3 clusters Score -398468.1 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -399594.281250 Penalty: 4134.849609
	Iteration 1F: 3 clusters Score -399594.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -399919.125000 Penalty: 4134.849609
	Iteration 2F: 3 clusters Score -399919.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -400166.843750 Penalty: 4134.849609
	Iteration 3F: 3 clusters Score -400166.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -400375.500000 Penalty: 4134.849609
	Iteration 4F: 3 clusters Score -400375.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -400610.875000 Penalty: 4134.849609
	Iteration 5Q: 3 clusters Score -400610.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -400918.781250 Penalty: 4134.849609
	Iteration 6F: 3 clusters Score -400918.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -401271.187500 Penalty: 4134.849609
	Iteration 7F: 3 clusters Score -401271.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -401675.562500 Penalty: 4134.849609
	Iteration 8F: 3 clusters Score -401675.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -401961.593750 Penalty: 4134.849609
	Iteration 9Q: 3 clusters Score -401961.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -402122.625000 Penalty: 4134.849609
	Iteration 10Q: 3 clusters Score -402122.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -402210.843750 Penalty: 4134.849609
	Iteration 11Q: 3 clusters Score -402210.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -402280.093750 Penalty: 4134.849609
	Iteration 12Q: 3 clusters Score -402280.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -402352.406250 Penalty: 4134.849609
	Iteration 13Q: 3 clusters Score -402352.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -402425.843750 Penalty: 4134.849609
	Iteration 14Q: 3 clusters Score -402425.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -402517.718750 Penalty: 4134.849609
	Iteration 15Q: 3 clusters Score -402517.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -402596.687500 Penalty: 4134.849609
	Iteration 16Q: 3 clusters Score -402596.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -402628.656250 Penalty: 4134.849609
	Iteration 17Q: 3 clusters Score -402628.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -402640.187500 Penalty: 4134.849609
	Iteration 18Q: 3 clusters Score -402640.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -402643.656250 Penalty: 4134.849609
	Iteration 19Q: 3 clusters Score -402643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -402645.218750 Penalty: 4134.849609
	Iteration 20F: 3 clusters Score -402645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -402645.562500 Penalty: 4134.849609
	Iteration 21Q: 3 clusters Score -402645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -402645.281250 Penalty: 4134.849609
	Iteration 22Q: 3 clusters Score -402645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -402645.281250 Penalty: 4134.849609
	Iteration 23F: 3 clusters Score -402645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7415 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24591 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22554 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18672 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38596 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43157 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9397 members 
Mstep: Class 64 contains 1659 members 
Entering Unmasked Estep 
Score: -139284016.000000 Penalty: 223341.859375
Splitting cluster 17 changes total score from -139285424.000000 to -139284016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -726301.937500 Penalty: 2176.336426
	Iteration 0F: 2 clusters Score -726301.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -720868.125000 Penalty: 4352.672852
	Iteration 0F: 3 clusters Score -720868.1 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -722202.500000 Penalty: 4352.672852
	Iteration 1F: 3 clusters Score -722202.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -722412.000000 Penalty: 4352.672852
	Iteration 2F: 3 clusters Score -722412 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -722561.312500 Penalty: 4352.672852
	Iteration 3Q: 3 clusters Score -722561.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -722667.812500 Penalty: 4352.672852
	Iteration 4Q: 3 clusters Score -722667.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -722765.625000 Penalty: 4352.672852
	Iteration 5Q: 3 clusters Score -722765.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -722873.250000 Penalty: 4352.672852
	Iteration 6Q: 3 clusters Score -722873.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -722987.687500 Penalty: 4352.672852
	Iteration 7Q: 3 clusters Score -722987.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -723093.875000 Penalty: 4352.672852
	Iteration 8Q: 3 clusters Score -723093.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -723194.937500 Penalty: 4352.672852
	Iteration 9Q: 3 clusters Score -723194.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -723300.875000 Penalty: 4352.672852
	Iteration 10Q: 3 clusters Score -723300.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -723405.687500 Penalty: 4352.672852
	Iteration 11Q: 3 clusters Score -723405.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -723514.312500 Penalty: 4352.672852
	Iteration 12Q: 3 clusters Score -723514.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -723620.000000 Penalty: 4352.672852
	Iteration 13Q: 3 clusters Score -723620 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -723712.125000 Penalty: 4352.672852
	Iteration 14Q: 3 clusters Score -723712.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -723811.250000 Penalty: 4352.672852
	Iteration 15Q: 3 clusters Score -723811.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -723893.125000 Penalty: 4352.672852
	Iteration 16Q: 3 clusters Score -723893.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -723961.687500 Penalty: 4352.672852
	Iteration 17Q: 3 clusters Score -723961.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -724017.562500 Penalty: 4352.672852
	Iteration 18Q: 3 clusters Score -724017.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -724074.000000 Penalty: 4352.672852
	Iteration 19Q: 3 clusters Score -724074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -724130.812500 Penalty: 4352.672852
	Iteration 20F: 3 clusters Score -724130.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -724185.687500 Penalty: 4352.672852
	Iteration 21Q: 3 clusters Score -724185.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -724217.437500 Penalty: 4352.672852
	Iteration 22Q: 3 clusters Score -724217.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -724239.187500 Penalty: 4352.672852
	Iteration 23Q: 3 clusters Score -724239.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -724268.500000 Penalty: 4352.672852
	Iteration 24Q: 3 clusters Score -724268.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -724286.437500 Penalty: 4352.672852
	Iteration 25Q: 3 clusters Score -724286.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -724300.125000 Penalty: 4352.672852
	Iteration 26Q: 3 clusters Score -724300.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -724308.687500 Penalty: 4352.672852
	Iteration 27Q: 3 clusters Score -724308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -724315.750000 Penalty: 4352.672852
	Iteration 28Q: 3 clusters Score -724315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -724322.062500 Penalty: 4352.672852
	Iteration 29Q: 3 clusters Score -724322.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -724331.312500 Penalty: 4352.672852
	Iteration 30Q: 3 clusters Score -724331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -724336.937500 Penalty: 4352.672852
	Iteration 31Q: 3 clusters Score -724336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -724342.750000 Penalty: 4352.672852
	Iteration 32Q: 3 clusters Score -724342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -724346.500000 Penalty: 4352.672852
	Iteration 33Q: 3 clusters Score -724346.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -724346.625000 Penalty: 4352.672852
	Iteration 34Q: 3 clusters Score -724346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -724348.562500 Penalty: 4352.672852
	Iteration 35Q: 3 clusters Score -724348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -724349.187500 Penalty: 4352.672852
	Iteration 36Q: 3 clusters Score -724349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -724349.187500 Penalty: 4352.672852
	Iteration 37F: 3 clusters Score -724349.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (141191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141191 members 
Entering Unmasked Estep 
Score: -15871116.000000 Penalty: 2940.751465
	Iteration 0F: 2 clusters Score -1.587112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -15776421.000000 Penalty: 5881.502930
	Iteration 0F: 3 clusters Score -1.577642e+07 nChanged 67606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -15816026.000000 Penalty: 5881.502930
	Iteration 1F: 3 clusters Score -1.581603e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -15817037.000000 Penalty: 5881.502930
	Iteration 2Q: 3 clusters Score -1.581704e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -15818376.000000 Penalty: 5881.502930
	Iteration 3Q: 3 clusters Score -1.581838e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83325 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -15820843.000000 Penalty: 5881.502930
	Iteration 4Q: 3 clusters Score -1.582084e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -15824653.000000 Penalty: 5881.502930
	Iteration 5F: 3 clusters Score -1.582465e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -15830973.000000 Penalty: 5881.502930
	Iteration 6F: 3 clusters Score -1.583097e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108605 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -15839802.000000 Penalty: 5881.502930
	Iteration 7F: 3 clusters Score -1.58398e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119599 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -15849778.000000 Penalty: 5881.502930
	Iteration 8F: 3 clusters Score -1.584978e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128946 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -15858068.000000 Penalty: 5881.502930
	Iteration 9F: 3 clusters Score -1.585807e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135075 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -15863438.000000 Penalty: 5881.502930
	Iteration 10Q: 3 clusters Score -1.586344e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138424 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -15866325.000000 Penalty: 5881.502930
	Iteration 11Q: 3 clusters Score -1.586632e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139907 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15867555.000000 Penalty: 5881.502930
	Iteration 12Q: 3 clusters Score -1.586756e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140475 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -15868029.000000 Penalty: 5881.502930
	Iteration 13Q: 3 clusters Score -1.586803e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15868248.000000 Penalty: 5881.502930
	Iteration 14Q: 3 clusters Score -1.586825e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140774 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -15868379.000000 Penalty: 5881.502930
	Iteration 15Q: 3 clusters Score -1.586838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140820 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -15868430.000000 Penalty: 5881.502930
	Iteration 16Q: 3 clusters Score -1.586843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140844 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15868457.000000 Penalty: 5881.502930
	Iteration 17Q: 3 clusters Score -1.586846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140858 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15868478.000000 Penalty: 5881.502930
	Iteration 18Q: 3 clusters Score -1.586848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140864 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15868493.000000 Penalty: 5881.502930
	Iteration 19Q: 3 clusters Score -1.586849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140866 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15868490.000000 Penalty: 5881.502930
	Iteration 20F: 3 clusters Score -1.586849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15868512.000000 Penalty: 5881.502930
	Iteration 21Q: 3 clusters Score -1.586851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140869 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15868514.000000 Penalty: 5881.502930
	Iteration 22Q: 3 clusters Score -1.586851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140869 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15868519.000000 Penalty: 5881.502930
	Iteration 23Q: 3 clusters Score -1.586852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15868521.000000 Penalty: 5881.502930
	Iteration 24Q: 3 clusters Score -1.586852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15868525.000000 Penalty: 5881.502930
	Iteration 25Q: 3 clusters Score -1.586852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140871 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -15868536.000000 Penalty: 5881.502930
	Iteration 26Q: 3 clusters Score -1.586854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140874 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -15868545.000000 Penalty: 5881.502930
	Iteration 27Q: 3 clusters Score -1.586854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140876 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15868541.000000 Penalty: 5881.502930
	Iteration 28Q: 3 clusters Score -1.586854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15868539.000000 Penalty: 5881.502930
	Iteration 29Q: 3 clusters Score -1.586854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15868547.000000 Penalty: 5881.502930
	Iteration 30Q: 3 clusters Score -1.586855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15868547.000000 Penalty: 5881.502930
	Iteration 31Q: 3 clusters Score -1.586855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140880 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15868546.000000 Penalty: 5881.502930
	Iteration 32Q: 3 clusters Score -1.586855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140881 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15868545.000000 Penalty: 5881.502930
	Iteration 33Q: 3 clusters Score -1.586854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140881 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15868545.000000 Penalty: 5881.502930
	Iteration 34F: 3 clusters Score -1.586854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -292792.593750 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -292792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -289539.750000 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -289539.8 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -290323.937500 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -290323.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -290623.250000 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -290623.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -290909.750000 Penalty: 3974.453857
	Iteration 3F: 3 clusters Score -290909.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -291149.687500 Penalty: 3974.453857
	Iteration 4F: 3 clusters Score -291149.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -291429.093750 Penalty: 3974.453857
	Iteration 5F: 3 clusters Score -291429.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -291704.125000 Penalty: 3974.453857
	Iteration 6F: 3 clusters Score -291704.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -291913.656250 Penalty: 3974.453857
	Iteration 7F: 3 clusters Score -291913.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -292056.218750 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -292056.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -292144.406250 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -292144.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -292188.468750 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -292188.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -292211.281250 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -292211.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -292227.687500 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -292227.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -292241.343750 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -292241.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -292256.687500 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -292256.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -292271.500000 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -292271.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -292290.062500 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -292290.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -292301.687500 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -292301.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -292318.750000 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -292318.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -292336.843750 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -292336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -292353.343750 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -292353.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -292366.687500 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -292366.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292382.937500 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -292382.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -292396.437500 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -292396.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -292412.062500 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -292412.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -292418.093750 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -292418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -292423.187500 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -292423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -292427.875000 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -292427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -292431.406250 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -292431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -292433.593750 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -292433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -292434.531250 Penalty: 3974.453857
	Iteration 30Q: 3 clusters Score -292434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -292436.718750 Penalty: 3974.453857
	Iteration 31Q: 3 clusters Score -292436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -292437.750000 Penalty: 3974.453857
	Iteration 32Q: 3 clusters Score -292437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -292438.000000 Penalty: 3974.453857
	Iteration 33Q: 3 clusters Score -292438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -292438.000000 Penalty: 3974.453857
	Iteration 34F: 3 clusters Score -292438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Entering Unmasked Estep 
Score: -891944.812500 Penalty: 2241.219971
	Iteration 0F: 2 clusters Score -891944.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -885316.812500 Penalty: 4482.439941
	Iteration 0F: 3 clusters Score -885316.8 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -887546.437500 Penalty: 4482.439941
	Iteration 1F: 3 clusters Score -887546.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -888218.187500 Penalty: 4482.439941
	Iteration 2F: 3 clusters Score -888218.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -888817.437500 Penalty: 4482.439941
	Iteration 3F: 3 clusters Score -888817.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -889398.937500 Penalty: 4482.439941
	Iteration 4F: 3 clusters Score -889398.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -889886.312500 Penalty: 4482.439941
	Iteration 5F: 3 clusters Score -889886.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -890221.500000 Penalty: 4482.439941
	Iteration 6Q: 3 clusters Score -890221.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -890441.312500 Penalty: 4482.439941
	Iteration 7Q: 3 clusters Score -890441.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -890560.187500 Penalty: 4482.439941
	Iteration 8Q: 3 clusters Score -890560.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -890643.562500 Penalty: 4482.439941
	Iteration 9Q: 3 clusters Score -890643.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -890719.000000 Penalty: 4482.439941
	Iteration 10Q: 3 clusters Score -890719 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -890777.375000 Penalty: 4482.439941
	Iteration 11Q: 3 clusters Score -890777.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -890832.500000 Penalty: 4482.439941
	Iteration 12Q: 3 clusters Score -890832.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -890884.500000 Penalty: 4482.439941
	Iteration 13Q: 3 clusters Score -890884.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -890938.812500 Penalty: 4482.439941
	Iteration 14Q: 3 clusters Score -890938.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -890997.500000 Penalty: 4482.439941
	Iteration 15Q: 3 clusters Score -890997.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -891049.500000 Penalty: 4482.439941
	Iteration 16Q: 3 clusters Score -891049.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -891090.875000 Penalty: 4482.439941
	Iteration 17Q: 3 clusters Score -891090.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -891137.375000 Penalty: 4482.439941
	Iteration 18Q: 3 clusters Score -891137.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -891187.812500 Penalty: 4482.439941
	Iteration 19Q: 3 clusters Score -891187.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -891249.625000 Penalty: 4482.439941
	Iteration 20F: 3 clusters Score -891249.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -891309.375000 Penalty: 4482.439941
	Iteration 21Q: 3 clusters Score -891309.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -891366.875000 Penalty: 4482.439941
	Iteration 22Q: 3 clusters Score -891366.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -891433.875000 Penalty: 4482.439941
	Iteration 23Q: 3 clusters Score -891433.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -891492.437500 Penalty: 4482.439941
	Iteration 24Q: 3 clusters Score -891492.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -891565.062500 Penalty: 4482.439941
	Iteration 25Q: 3 clusters Score -891565.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -891661.437500 Penalty: 4482.439941
	Iteration 26Q: 3 clusters Score -891661.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -891807.250000 Penalty: 4482.439941
	Iteration 27Q: 3 clusters Score -891807.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -892015.312500 Penalty: 4482.439941
	Iteration 28Q: 3 clusters Score -892015.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -892248.875000 Penalty: 4482.439941
	Iteration 29Q: 3 clusters Score -892248.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -892426.750000 Penalty: 4482.439941
	Iteration 30Q: 3 clusters Score -892426.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -892505.562500 Penalty: 4482.439941
	Iteration 31Q: 3 clusters Score -892505.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -892540.437500 Penalty: 4482.439941
	Iteration 32Q: 3 clusters Score -892540.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -892559.312500 Penalty: 4482.439941
	Iteration 33Q: 3 clusters Score -892559.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -892567.187500 Penalty: 4482.439941
	Iteration 34Q: 3 clusters Score -892567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -892570.000000 Penalty: 4482.439941
	Iteration 35Q: 3 clusters Score -892570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -892571.562500 Penalty: 4482.439941
	Iteration 36Q: 3 clusters Score -892571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -892572.062500 Penalty: 4482.439941
	Iteration 37Q: 3 clusters Score -892572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -892572.062500 Penalty: 4482.439941
	Iteration 38F: 3 clusters Score -892572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 2465 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7415 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24591 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22554 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18672 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38596 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43157 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9397 members 
Mstep: Class 64 contains 5945 members 
Entering Unmasked Estep 
Score: -139285088.000000 Penalty: 223341.859375
Splitting cluster 21 changes total score from -139285424.000000 to -139285088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (18130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Entering Unmasked Estep 
Score: -2087242.125000 Penalty: 2431.720215
	Iteration 0F: 2 clusters Score -2087242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2074329.875000 Penalty: 4863.440430
	Iteration 0F: 3 clusters Score -2074330 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2078569.125000 Penalty: 4863.440430
	Iteration 1F: 3 clusters Score -2078569 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2078934.375000 Penalty: 4863.440430
	Iteration 2F: 3 clusters Score -2078934 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2079246.125000 Penalty: 4863.440430
	Iteration 3Q: 3 clusters Score -2079246 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2079526.000000 Penalty: 4863.440430
	Iteration 4Q: 3 clusters Score -2079526 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2079817.125000 Penalty: 4863.440430
	Iteration 5Q: 3 clusters Score -2079817 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2080163.250000 Penalty: 4863.440430
	Iteration 6Q: 3 clusters Score -2080163 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2080610.125000 Penalty: 4863.440430
	Iteration 7Q: 3 clusters Score -2080610 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2081191.250000 Penalty: 4863.440430
	Iteration 8Q: 3 clusters Score -2081191 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2081977.875000 Penalty: 4863.440430
	Iteration 9F: 3 clusters Score -2081978 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2082735.750000 Penalty: 4863.440430
	Iteration 10F: 3 clusters Score -2082736 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2083370.625000 Penalty: 4863.440430
	Iteration 11F: 3 clusters Score -2083371 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2083856.625000 Penalty: 4863.440430
	Iteration 12Q: 3 clusters Score -2083857 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2084246.875000 Penalty: 4863.440430
	Iteration 13Q: 3 clusters Score -2084247 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2084543.375000 Penalty: 4863.440430
	Iteration 14Q: 3 clusters Score -2084543 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2084769.500000 Penalty: 4863.440430
	Iteration 15Q: 3 clusters Score -2084770 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2084939.250000 Penalty: 4863.440430
	Iteration 16Q: 3 clusters Score -2084939 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2085062.000000 Penalty: 4863.440430
	Iteration 17Q: 3 clusters Score -2085062 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2085172.750000 Penalty: 4863.440430
	Iteration 18Q: 3 clusters Score -2085173 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2085254.625000 Penalty: 4863.440430
	Iteration 19Q: 3 clusters Score -2085255 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2085319.750000 Penalty: 4863.440430
	Iteration 20F: 3 clusters Score -2085320 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2085391.125000 Penalty: 4863.440430
	Iteration 21Q: 3 clusters Score -2085391 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2085455.125000 Penalty: 4863.440430
	Iteration 22Q: 3 clusters Score -2085455 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2085505.125000 Penalty: 4863.440430
	Iteration 23Q: 3 clusters Score -2085505 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2085561.750000 Penalty: 4863.440430
	Iteration 24Q: 3 clusters Score -2085562 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2085607.500000 Penalty: 4863.440430
	Iteration 25Q: 3 clusters Score -2085608 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2085644.000000 Penalty: 4863.440430
	Iteration 26Q: 3 clusters Score -2085644 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2085688.875000 Penalty: 4863.440430
	Iteration 27Q: 3 clusters Score -2085689 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2085727.875000 Penalty: 4863.440430
	Iteration 28Q: 3 clusters Score -2085728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2085769.750000 Penalty: 4863.440430
	Iteration 29Q: 3 clusters Score -2085770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2085808.625000 Penalty: 4863.440430
	Iteration 30Q: 3 clusters Score -2085809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2085841.750000 Penalty: 4863.440430
	Iteration 31Q: 3 clusters Score -2085842 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2085870.375000 Penalty: 4863.440430
	Iteration 32Q: 3 clusters Score -2085870 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2085887.875000 Penalty: 4863.440430
	Iteration 33Q: 3 clusters Score -2085888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2085909.250000 Penalty: 4863.440430
	Iteration 34Q: 3 clusters Score -2085909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2085932.875000 Penalty: 4863.440430
	Iteration 35Q: 3 clusters Score -2085933 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2085955.875000 Penalty: 4863.440430
	Iteration 36Q: 3 clusters Score -2085956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2085972.750000 Penalty: 4863.440430
	Iteration 37Q: 3 clusters Score -2085973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2085989.375000 Penalty: 4863.440430
	Iteration 38Q: 3 clusters Score -2085989 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2086003.250000 Penalty: 4863.440430
	Iteration 39Q: 3 clusters Score -2086003 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2086016.375000 Penalty: 4863.440430
	Iteration 40F: 3 clusters Score -2086016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2086037.500000 Penalty: 4863.440430
	Iteration 41Q: 3 clusters Score -2086038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2086048.375000 Penalty: 4863.440430
	Iteration 42Q: 3 clusters Score -2086048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2086059.375000 Penalty: 4863.440430
	Iteration 43Q: 3 clusters Score -2086059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2086069.750000 Penalty: 4863.440430
	Iteration 44Q: 3 clusters Score -2086070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2086083.000000 Penalty: 4863.440430
	Iteration 45Q: 3 clusters Score -2086083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2086095.500000 Penalty: 4863.440430
	Iteration 46Q: 3 clusters Score -2086096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2086104.375000 Penalty: 4863.440430
	Iteration 47Q: 3 clusters Score -2086104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2086119.625000 Penalty: 4863.440430
	Iteration 48Q: 3 clusters Score -2086120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2086122.875000 Penalty: 4863.440430
	Iteration 49Q: 3 clusters Score -2086123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2086124.250000 Penalty: 4863.440430
	Iteration 50Q: 3 clusters Score -2086124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2086130.125000 Penalty: 4863.440430
	Iteration 51Q: 3 clusters Score -2086130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2086138.250000 Penalty: 4863.440430
	Iteration 52Q: 3 clusters Score -2086138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2086152.125000 Penalty: 4863.440430
	Iteration 53Q: 3 clusters Score -2086152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2086160.875000 Penalty: 4863.440430
	Iteration 54Q: 3 clusters Score -2086161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2086172.500000 Penalty: 4863.440430
	Iteration 55Q: 3 clusters Score -2086172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2086171.750000 Penalty: 4863.440430
	Iteration 56Q: 3 clusters Score -2086172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2086177.125000 Penalty: 4863.440430
	Iteration 57Q: 3 clusters Score -2086177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2086193.125000 Penalty: 4863.440430
	Iteration 58Q: 3 clusters Score -2086193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2086196.250000 Penalty: 4863.440430
	Iteration 59Q: 3 clusters Score -2086196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2086205.125000 Penalty: 4863.440430
	Iteration 60F: 3 clusters Score -2086205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2086220.000000 Penalty: 4863.440430
	Iteration 61Q: 3 clusters Score -2086220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2086227.625000 Penalty: 4863.440430
	Iteration 62Q: 3 clusters Score -2086228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2086236.750000 Penalty: 4863.440430
	Iteration 63Q: 3 clusters Score -2086237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2086251.500000 Penalty: 4863.440430
	Iteration 64Q: 3 clusters Score -2086252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2086248.125000 Penalty: 4863.440430
	Iteration 65Q: 3 clusters Score -2086248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2086248.750000 Penalty: 4863.440430
	Iteration 66Q: 3 clusters Score -2086249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2086257.000000 Penalty: 4863.440430
	Iteration 67Q: 3 clusters Score -2086257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2086262.375000 Penalty: 4863.440430
	Iteration 68Q: 3 clusters Score -2086262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2086264.625000 Penalty: 4863.440430
	Iteration 69Q: 3 clusters Score -2086265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2086271.250000 Penalty: 4863.440430
	Iteration 70Q: 3 clusters Score -2086271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2086284.125000 Penalty: 4863.440430
	Iteration 71Q: 3 clusters Score -2086284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2086291.250000 Penalty: 4863.440430
	Iteration 72Q: 3 clusters Score -2086291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2086302.000000 Penalty: 4863.440430
	Iteration 73Q: 3 clusters Score -2086302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2086307.250000 Penalty: 4863.440430
	Iteration 74Q: 3 clusters Score -2086307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2086317.500000 Penalty: 4863.440430
	Iteration 75Q: 3 clusters Score -2086318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2086326.750000 Penalty: 4863.440430
	Iteration 76Q: 3 clusters Score -2086327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2086340.250000 Penalty: 4863.440430
	Iteration 77Q: 3 clusters Score -2086340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2086353.875000 Penalty: 4863.440430
	Iteration 78Q: 3 clusters Score -2086354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2086400.750000 Penalty: 4863.440430
	Iteration 79Q: 3 clusters Score -2086401 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2086472.500000 Penalty: 4863.440430
	Iteration 80F: 3 clusters Score -2086472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2086569.750000 Penalty: 4863.440430
	Iteration 81Q: 3 clusters Score -2086570 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2086731.625000 Penalty: 4863.440430
	Iteration 82Q: 3 clusters Score -2086732 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2086826.750000 Penalty: 4863.440430
	Iteration 83Q: 3 clusters Score -2086827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2086864.500000 Penalty: 4863.440430
	Iteration 84Q: 3 clusters Score -2086864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2086882.750000 Penalty: 4863.440430
	Iteration 85Q: 3 clusters Score -2086883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2086890.375000 Penalty: 4863.440430
	Iteration 86Q: 3 clusters Score -2086890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2086893.625000 Penalty: 4863.440430
	Iteration 87Q: 3 clusters Score -2086894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2086904.375000 Penalty: 4863.440430
	Iteration 88Q: 3 clusters Score -2086904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2086903.875000 Penalty: 4863.440430
	Iteration 89Q: 3 clusters Score -2086904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2086909.875000 Penalty: 4863.440430
	Iteration 90Q: 3 clusters Score -2086910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2086906.375000 Penalty: 4863.440430
	Iteration 91Q: 3 clusters Score -2086906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2086909.000000 Penalty: 4863.440430
	Iteration 92Q: 3 clusters Score -2086909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2086909.000000 Penalty: 4863.440430
	Iteration 93F: 3 clusters Score -2086909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Entering Unmasked Estep 
Score: -995162.750000 Penalty: 2294.533936
	Iteration 0F: 2 clusters Score -995162.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -987156.875000 Penalty: 4589.067871
	Iteration 0F: 3 clusters Score -987156.9 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -989738.250000 Penalty: 4589.067871
	Iteration 1F: 3 clusters Score -989738.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -990222.437500 Penalty: 4589.067871
	Iteration 2F: 3 clusters Score -990222.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -990702.500000 Penalty: 4589.067871
	Iteration 3F: 3 clusters Score -990702.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -991210.687500 Penalty: 4589.067871
	Iteration 4F: 3 clusters Score -991210.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -991685.312500 Penalty: 4589.067871
	Iteration 5F: 3 clusters Score -991685.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -992109.000000 Penalty: 4589.067871
	Iteration 6F: 3 clusters Score -992109 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -992564.000000 Penalty: 4589.067871
	Iteration 7Q: 3 clusters Score -992564 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -993014.500000 Penalty: 4589.067871
	Iteration 8Q: 3 clusters Score -993014.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -993407.625000 Penalty: 4589.067871
	Iteration 9Q: 3 clusters Score -993407.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -993711.875000 Penalty: 4589.067871
	Iteration 10Q: 3 clusters Score -993711.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -993900.437500 Penalty: 4589.067871
	Iteration 11Q: 3 clusters Score -993900.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -994023.625000 Penalty: 4589.067871
	Iteration 12Q: 3 clusters Score -994023.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -994098.500000 Penalty: 4589.067871
	Iteration 13Q: 3 clusters Score -994098.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -994148.250000 Penalty: 4589.067871
	Iteration 14Q: 3 clusters Score -994148.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -994186.250000 Penalty: 4589.067871
	Iteration 15Q: 3 clusters Score -994186.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -994205.187500 Penalty: 4589.067871
	Iteration 16Q: 3 clusters Score -994205.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -994223.062500 Penalty: 4589.067871
	Iteration 17Q: 3 clusters Score -994223.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -994235.625000 Penalty: 4589.067871
	Iteration 18Q: 3 clusters Score -994235.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -994245.062500 Penalty: 4589.067871
	Iteration 19Q: 3 clusters Score -994245.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -994255.750000 Penalty: 4589.067871
	Iteration 20F: 3 clusters Score -994255.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -994265.250000 Penalty: 4589.067871
	Iteration 21Q: 3 clusters Score -994265.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -994272.937500 Penalty: 4589.067871
	Iteration 22Q: 3 clusters Score -994272.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -994294.437500 Penalty: 4589.067871
	Iteration 23Q: 3 clusters Score -994294.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -994315.000000 Penalty: 4589.067871
	Iteration 24Q: 3 clusters Score -994315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -994328.125000 Penalty: 4589.067871
	Iteration 25Q: 3 clusters Score -994328.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -994344.062500 Penalty: 4589.067871
	Iteration 26Q: 3 clusters Score -994344.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -994357.125000 Penalty: 4589.067871
	Iteration 27Q: 3 clusters Score -994357.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -994368.750000 Penalty: 4589.067871
	Iteration 28Q: 3 clusters Score -994368.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -994379.500000 Penalty: 4589.067871
	Iteration 29Q: 3 clusters Score -994379.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -994385.937500 Penalty: 4589.067871
	Iteration 30Q: 3 clusters Score -994385.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -994393.937500 Penalty: 4589.067871
	Iteration 31Q: 3 clusters Score -994393.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -994397.625000 Penalty: 4589.067871
	Iteration 32Q: 3 clusters Score -994397.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -994402.250000 Penalty: 4589.067871
	Iteration 33Q: 3 clusters Score -994402.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -994406.812500 Penalty: 4589.067871
	Iteration 34Q: 3 clusters Score -994406.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -994407.812500 Penalty: 4589.067871
	Iteration 35Q: 3 clusters Score -994407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -994412.812500 Penalty: 4589.067871
	Iteration 36Q: 3 clusters Score -994412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -994414.062500 Penalty: 4589.067871
	Iteration 37Q: 3 clusters Score -994414.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -994413.500000 Penalty: 4589.067871
	Iteration 38Q: 3 clusters Score -994413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -994415.687500 Penalty: 4589.067871
	Iteration 39Q: 3 clusters Score -994415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -994412.750000 Penalty: 4589.067871
	Iteration 40F: 3 clusters Score -994412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -994416.312500 Penalty: 4589.067871
	Iteration 41Q: 3 clusters Score -994416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -994419.062500 Penalty: 4589.067871
	Iteration 42Q: 3 clusters Score -994419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -994419.500000 Penalty: 4589.067871
	Iteration 43Q: 3 clusters Score -994419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -994420.187500 Penalty: 4589.067871
	Iteration 44Q: 3 clusters Score -994420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -994421.062500 Penalty: 4589.067871
	Iteration 45Q: 3 clusters Score -994421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -994423.562500 Penalty: 4589.067871
	Iteration 46Q: 3 clusters Score -994423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -994420.937500 Penalty: 4589.067871
	Iteration 47Q: 3 clusters Score -994420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -994421.937500 Penalty: 4589.067871
	Iteration 48Q: 3 clusters Score -994421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -994422.187500 Penalty: 4589.067871
	Iteration 49Q: 3 clusters Score -994422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -994422.000000 Penalty: 4589.067871
	Iteration 50Q: 3 clusters Score -994422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -994424.875000 Penalty: 4589.067871
	Iteration 51Q: 3 clusters Score -994424.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -994424.375000 Penalty: 4589.067871
	Iteration 52Q: 3 clusters Score -994424.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -994425.375000 Penalty: 4589.067871
	Iteration 53Q: 3 clusters Score -994425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -994426.437500 Penalty: 4589.067871
	Iteration 54Q: 3 clusters Score -994426.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -994428.062500 Penalty: 4589.067871
	Iteration 55Q: 3 clusters Score -994428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -994430.437500 Penalty: 4589.067871
	Iteration 56Q: 3 clusters Score -994430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -994432.562500 Penalty: 4589.067871
	Iteration 57Q: 3 clusters Score -994432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -994431.187500 Penalty: 4589.067871
	Iteration 58Q: 3 clusters Score -994431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -994431.500000 Penalty: 4589.067871
	Iteration 59Q: 3 clusters Score -994431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -994431.500000 Penalty: 4589.067871
	Iteration 60F: 3 clusters Score -994431.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Entering Unmasked Estep 
Score: -1282735.875000 Penalty: 2342.893311
	Iteration 0F: 2 clusters Score -1282736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1273452.875000 Penalty: 4685.786621
	Iteration 0F: 3 clusters Score -1273453 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1277027.375000 Penalty: 4685.786621
	Iteration 1F: 3 clusters Score -1277027 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1277985.500000 Penalty: 4685.786621
	Iteration 2F: 3 clusters Score -1277986 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1278763.125000 Penalty: 4685.786621
	Iteration 3F: 3 clusters Score -1278763 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1279385.750000 Penalty: 4685.786621
	Iteration 4F: 3 clusters Score -1279386 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1279879.000000 Penalty: 4685.786621
	Iteration 5F: 3 clusters Score -1279879 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1280231.625000 Penalty: 4685.786621
	Iteration 6Q: 3 clusters Score -1280232 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1280477.000000 Penalty: 4685.786621
	Iteration 7Q: 3 clusters Score -1280477 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1280637.625000 Penalty: 4685.786621
	Iteration 8Q: 3 clusters Score -1280638 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1280733.500000 Penalty: 4685.786621
	Iteration 9Q: 3 clusters Score -1280734 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1280807.875000 Penalty: 4685.786621
	Iteration 10Q: 3 clusters Score -1280808 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1280865.250000 Penalty: 4685.786621
	Iteration 11Q: 3 clusters Score -1280865 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1280907.375000 Penalty: 4685.786621
	Iteration 12Q: 3 clusters Score -1280907 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1280937.250000 Penalty: 4685.786621
	Iteration 13Q: 3 clusters Score -1280937 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1280981.875000 Penalty: 4685.786621
	Iteration 14Q: 3 clusters Score -1280982 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1281025.125000 Penalty: 4685.786621
	Iteration 15Q: 3 clusters Score -1281025 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1281060.375000 Penalty: 4685.786621
	Iteration 16Q: 3 clusters Score -1281060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1281085.125000 Penalty: 4685.786621
	Iteration 17Q: 3 clusters Score -1281085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1281112.500000 Penalty: 4685.786621
	Iteration 18Q: 3 clusters Score -1281112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1281129.750000 Penalty: 4685.786621
	Iteration 19Q: 3 clusters Score -1281130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1281150.500000 Penalty: 4685.786621
	Iteration 20F: 3 clusters Score -1281150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1281172.625000 Penalty: 4685.786621
	Iteration 21Q: 3 clusters Score -1281173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1281189.250000 Penalty: 4685.786621
	Iteration 22Q: 3 clusters Score -1281189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1281211.750000 Penalty: 4685.786621
	Iteration 23Q: 3 clusters Score -1281212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1281235.250000 Penalty: 4685.786621
	Iteration 24Q: 3 clusters Score -1281235 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1281261.375000 Penalty: 4685.786621
	Iteration 25Q: 3 clusters Score -1281261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1281284.500000 Penalty: 4685.786621
	Iteration 26Q: 3 clusters Score -1281284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1281314.500000 Penalty: 4685.786621
	Iteration 27Q: 3 clusters Score -1281314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1281334.000000 Penalty: 4685.786621
	Iteration 28Q: 3 clusters Score -1281334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1281355.750000 Penalty: 4685.786621
	Iteration 29Q: 3 clusters Score -1281356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1281374.750000 Penalty: 4685.786621
	Iteration 30Q: 3 clusters Score -1281375 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1281389.500000 Penalty: 4685.786621
	Iteration 31Q: 3 clusters Score -1281390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1281410.375000 Penalty: 4685.786621
	Iteration 32Q: 3 clusters Score -1281410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1281420.375000 Penalty: 4685.786621
	Iteration 33Q: 3 clusters Score -1281420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1281434.875000 Penalty: 4685.786621
	Iteration 34Q: 3 clusters Score -1281435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1281447.625000 Penalty: 4685.786621
	Iteration 35Q: 3 clusters Score -1281448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1281463.000000 Penalty: 4685.786621
	Iteration 36Q: 3 clusters Score -1281463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1281479.125000 Penalty: 4685.786621
	Iteration 37Q: 3 clusters Score -1281479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1281490.125000 Penalty: 4685.786621
	Iteration 38Q: 3 clusters Score -1281490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1281495.625000 Penalty: 4685.786621
	Iteration 39Q: 3 clusters Score -1281496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1281503.125000 Penalty: 4685.786621
	Iteration 40F: 3 clusters Score -1281503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1281513.250000 Penalty: 4685.786621
	Iteration 41Q: 3 clusters Score -1281513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1281516.750000 Penalty: 4685.786621
	Iteration 42Q: 3 clusters Score -1281517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1281525.750000 Penalty: 4685.786621
	Iteration 43Q: 3 clusters Score -1281526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1281532.500000 Penalty: 4685.786621
	Iteration 44Q: 3 clusters Score -1281532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1281534.000000 Penalty: 4685.786621
	Iteration 45Q: 3 clusters Score -1281534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1281540.250000 Penalty: 4685.786621
	Iteration 46Q: 3 clusters Score -1281540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1281544.000000 Penalty: 4685.786621
	Iteration 47Q: 3 clusters Score -1281544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1281551.875000 Penalty: 4685.786621
	Iteration 48Q: 3 clusters Score -1281552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1281562.875000 Penalty: 4685.786621
	Iteration 49Q: 3 clusters Score -1281563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1281571.750000 Penalty: 4685.786621
	Iteration 50Q: 3 clusters Score -1281572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1281581.000000 Penalty: 4685.786621
	Iteration 51Q: 3 clusters Score -1281581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1281581.125000 Penalty: 4685.786621
	Iteration 52Q: 3 clusters Score -1281581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1281587.750000 Penalty: 4685.786621
	Iteration 53Q: 3 clusters Score -1281588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1281594.000000 Penalty: 4685.786621
	Iteration 54Q: 3 clusters Score -1281594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1281605.625000 Penalty: 4685.786621
	Iteration 55Q: 3 clusters Score -1281606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1281620.375000 Penalty: 4685.786621
	Iteration 56Q: 3 clusters Score -1281620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1281637.125000 Penalty: 4685.786621
	Iteration 57Q: 3 clusters Score -1281637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1281649.875000 Penalty: 4685.786621
	Iteration 58Q: 3 clusters Score -1281650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1281658.250000 Penalty: 4685.786621
	Iteration 59Q: 3 clusters Score -1281658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1281665.375000 Penalty: 4685.786621
	Iteration 60F: 3 clusters Score -1281665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1281674.500000 Penalty: 4685.786621
	Iteration 61Q: 3 clusters Score -1281674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1281678.500000 Penalty: 4685.786621
	Iteration 62Q: 3 clusters Score -1281678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1281683.875000 Penalty: 4685.786621
	Iteration 63Q: 3 clusters Score -1281684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1281688.625000 Penalty: 4685.786621
	Iteration 64Q: 3 clusters Score -1281689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1281693.125000 Penalty: 4685.786621
	Iteration 65Q: 3 clusters Score -1281693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1281696.750000 Penalty: 4685.786621
	Iteration 66Q: 3 clusters Score -1281697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1281697.250000 Penalty: 4685.786621
	Iteration 67Q: 3 clusters Score -1281697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1281700.125000 Penalty: 4685.786621
	Iteration 68Q: 3 clusters Score -1281700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1281705.375000 Penalty: 4685.786621
	Iteration 69Q: 3 clusters Score -1281705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1281707.375000 Penalty: 4685.786621
	Iteration 70Q: 3 clusters Score -1281707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1281711.625000 Penalty: 4685.786621
	Iteration 71Q: 3 clusters Score -1281712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1281713.500000 Penalty: 4685.786621
	Iteration 72Q: 3 clusters Score -1281714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1281715.875000 Penalty: 4685.786621
	Iteration 73Q: 3 clusters Score -1281716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1281714.375000 Penalty: 4685.786621
	Iteration 74Q: 3 clusters Score -1281714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1281715.375000 Penalty: 4685.786621
	Iteration 75Q: 3 clusters Score -1281715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1281714.125000 Penalty: 4685.786621
	Iteration 76Q: 3 clusters Score -1281714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1281714.750000 Penalty: 4685.786621
	Iteration 77Q: 3 clusters Score -1281715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1281714.875000 Penalty: 4685.786621
	Iteration 78Q: 3 clusters Score -1281715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1281717.625000 Penalty: 4685.786621
	Iteration 79Q: 3 clusters Score -1281718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1281717.000000 Penalty: 4685.786621
	Iteration 80F: 3 clusters Score -1281717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1281716.875000 Penalty: 4685.786621
	Iteration 81Q: 3 clusters Score -1281717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1281713.875000 Penalty: 4685.786621
	Iteration 82Q: 3 clusters Score -1281714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1281718.375000 Penalty: 4685.786621
	Iteration 83Q: 3 clusters Score -1281718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1281717.000000 Penalty: 4685.786621
	Iteration 84Q: 3 clusters Score -1281717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1281719.375000 Penalty: 4685.786621
	Iteration 85Q: 3 clusters Score -1281719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1281719.875000 Penalty: 4685.786621
	Iteration 86Q: 3 clusters Score -1281720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1281720.750000 Penalty: 4685.786621
	Iteration 87Q: 3 clusters Score -1281721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1281722.750000 Penalty: 4685.786621
	Iteration 88Q: 3 clusters Score -1281723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1281723.125000 Penalty: 4685.786621
	Iteration 89Q: 3 clusters Score -1281723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1281721.750000 Penalty: 4685.786621
	Iteration 90Q: 3 clusters Score -1281722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1281721.750000 Penalty: 4685.786621
	Iteration 91Q: 3 clusters Score -1281722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1281723.875000 Penalty: 4685.786621
	Iteration 92Q: 3 clusters Score -1281724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1281724.750000 Penalty: 4685.786621
	Iteration 93Q: 3 clusters Score -1281725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1281725.000000 Penalty: 4685.786621
	Iteration 94Q: 3 clusters Score -1281725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1281725.000000 Penalty: 4685.786621
	Iteration 95F: 3 clusters Score -1281725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Entering Unmasked Estep 
Score: -1629618.125000 Penalty: 2389.079102
	Iteration 0F: 2 clusters Score -1629618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1618639.375000 Penalty: 4778.158203
	Iteration 0F: 3 clusters Score -1618639 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1622232.750000 Penalty: 4778.158203
	Iteration 1F: 3 clusters Score -1622233 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1622785.250000 Penalty: 4778.158203
	Iteration 2F: 3 clusters Score -1622785 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1623422.875000 Penalty: 4778.158203
	Iteration 3F: 3 clusters Score -1623423 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1624246.000000 Penalty: 4778.158203
	Iteration 4F: 3 clusters Score -1624246 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1625238.250000 Penalty: 4778.158203
	Iteration 5F: 3 clusters Score -1625238 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1626230.125000 Penalty: 4778.158203
	Iteration 6F: 3 clusters Score -1626230 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1627092.500000 Penalty: 4778.158203
	Iteration 7F: 3 clusters Score -1627092 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1627738.750000 Penalty: 4778.158203
	Iteration 8F: 3 clusters Score -1627739 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1628143.625000 Penalty: 4778.158203
	Iteration 9Q: 3 clusters Score -1628144 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1628487.000000 Penalty: 4778.158203
	Iteration 10Q: 3 clusters Score -1628487 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1628789.500000 Penalty: 4778.158203
	Iteration 11Q: 3 clusters Score -1628790 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1629075.125000 Penalty: 4778.158203
	Iteration 12Q: 3 clusters Score -1629075 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1629327.750000 Penalty: 4778.158203
	Iteration 13Q: 3 clusters Score -1629328 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1629523.375000 Penalty: 4778.158203
	Iteration 14Q: 3 clusters Score -1629523 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1629647.375000 Penalty: 4778.158203
	Iteration 15Q: 3 clusters Score -1629647 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1629722.750000 Penalty: 4778.158203
	Iteration 16Q: 3 clusters Score -1629723 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1629780.625000 Penalty: 4778.158203
	Iteration 17Q: 3 clusters Score -1629781 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1629804.750000 Penalty: 4778.158203
	Iteration 18Q: 3 clusters Score -1629805 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1629824.250000 Penalty: 4778.158203
	Iteration 19Q: 3 clusters Score -1629824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1629827.375000 Penalty: 4778.158203
	Iteration 20F: 3 clusters Score -1629827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1629844.625000 Penalty: 4778.158203
	Iteration 21Q: 3 clusters Score -1629845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1629843.500000 Penalty: 4778.158203
	Iteration 22Q: 3 clusters Score -1629844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1629844.875000 Penalty: 4778.158203
	Iteration 23Q: 3 clusters Score -1629845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1629849.625000 Penalty: 4778.158203
	Iteration 24Q: 3 clusters Score -1629850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1629849.375000 Penalty: 4778.158203
	Iteration 25Q: 3 clusters Score -1629849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1629851.500000 Penalty: 4778.158203
	Iteration 26Q: 3 clusters Score -1629852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1629851.875000 Penalty: 4778.158203
	Iteration 27Q: 3 clusters Score -1629852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1629855.000000 Penalty: 4778.158203
	Iteration 28Q: 3 clusters Score -1629855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1629856.875000 Penalty: 4778.158203
	Iteration 29Q: 3 clusters Score -1629857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1629859.875000 Penalty: 4778.158203
	Iteration 30Q: 3 clusters Score -1629860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1629861.375000 Penalty: 4778.158203
	Iteration 31Q: 3 clusters Score -1629861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1629864.750000 Penalty: 4778.158203
	Iteration 32Q: 3 clusters Score -1629865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1629867.375000 Penalty: 4778.158203
	Iteration 33Q: 3 clusters Score -1629867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1629873.125000 Penalty: 4778.158203
	Iteration 34Q: 3 clusters Score -1629873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1629869.625000 Penalty: 4778.158203
	Iteration 35Q: 3 clusters Score -1629870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1629873.875000 Penalty: 4778.158203
	Iteration 36Q: 3 clusters Score -1629874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1629871.500000 Penalty: 4778.158203
	Iteration 37Q: 3 clusters Score -1629872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1629873.125000 Penalty: 4778.158203
	Iteration 38Q: 3 clusters Score -1629873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1629877.750000 Penalty: 4778.158203
	Iteration 39Q: 3 clusters Score -1629878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1629879.375000 Penalty: 4778.158203
	Iteration 40F: 3 clusters Score -1629879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1629880.000000 Penalty: 4778.158203
	Iteration 41Q: 3 clusters Score -1629880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1629880.875000 Penalty: 4778.158203
	Iteration 42Q: 3 clusters Score -1629881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1629877.375000 Penalty: 4778.158203
	Iteration 43Q: 3 clusters Score -1629877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1629879.250000 Penalty: 4778.158203
	Iteration 44Q: 3 clusters Score -1629879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1629879.750000 Penalty: 4778.158203
	Iteration 45Q: 3 clusters Score -1629880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1629875.125000 Penalty: 4778.158203
	Iteration 46Q: 3 clusters Score -1629875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1629875.500000 Penalty: 4778.158203
	Iteration 47Q: 3 clusters Score -1629876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1629878.125000 Penalty: 4778.158203
	Iteration 48Q: 3 clusters Score -1629878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1629876.125000 Penalty: 4778.158203
	Iteration 49Q: 3 clusters Score -1629876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1629879.375000 Penalty: 4778.158203
	Iteration 50Q: 3 clusters Score -1629879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1629878.125000 Penalty: 4778.158203
	Iteration 51Q: 3 clusters Score -1629878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1629876.500000 Penalty: 4778.158203
	Iteration 52Q: 3 clusters Score -1629876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1629876.375000 Penalty: 4778.158203
	Iteration 53Q: 3 clusters Score -1629876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1629878.250000 Penalty: 4778.158203
	Iteration 54Q: 3 clusters Score -1629878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1629878.250000 Penalty: 4778.158203
	Iteration 55F: 3 clusters Score -1629878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7415 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24591 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22554 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18672 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38596 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43157 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9397 members 
Mstep: Class 64 contains 10467 members 
Entering Unmasked Estep 
Score: -139284544.000000 Penalty: 223341.859375
Splitting cluster 25 changes total score from -139285424.000000 to -139284544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 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 424 members 
Entering Unmasked Estep 
Score: -82045.851562 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -82045.85 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82358.296875 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82358.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82562.781250 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82562.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82787.164062 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -82787.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -82931.859375 Penalty: 3352.590576
	Iteration 4F: 3 clusters Score -82931.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -83050.843750 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -83050.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83137.210938 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -83137.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83211.742188 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -83211.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83288.367188 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83288.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83382.851562 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83382.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -83454.695312 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83454.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83497.265625 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83497.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -83527.000000 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -83527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83553.664062 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -83553.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83571.812500 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -83571.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83577.875000 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -83577.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83583.218750 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -83583.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -83588.875000 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -83588.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -83590.593750 Penalty: 3352.590576
	Iteration 18F: 3 clusters Score -83590.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -83593.164062 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -83593.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -83596.250000 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -83596.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83600.445312 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -83600.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83603.765625 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -83603.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83611.250000 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -83611.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83617.429688 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -83617.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83621.140625 Penalty: 3352.590576
	Iteration 25Q: 3 clusters Score -83621.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -83626.445312 Penalty: 3352.590576
	Iteration 26Q: 3 clusters Score -83626.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -83630.390625 Penalty: 3352.590576
	Iteration 27Q: 3 clusters Score -83630.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -83646.398438 Penalty: 3352.590576
	Iteration 28Q: 3 clusters Score -83646.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83666.085938 Penalty: 3352.590576
	Iteration 29Q: 3 clusters Score -83666.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83679.070312 Penalty: 3352.590576
	Iteration 30Q: 3 clusters Score -83679.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83688.953125 Penalty: 3352.590576
	Iteration 31Q: 3 clusters Score -83688.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83696.078125 Penalty: 3352.590576
	Iteration 32Q: 3 clusters Score -83696.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -83699.312500 Penalty: 3352.590576
	Iteration 33Q: 3 clusters Score -83699.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -83702.671875 Penalty: 3352.590576
	Iteration 34Q: 3 clusters Score -83702.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83703.578125 Penalty: 3352.590576
	Iteration 35Q: 3 clusters Score -83703.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83703.578125 Penalty: 3352.590576
	Iteration 36F: 3 clusters Score -83703.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Entering Unmasked Estep 
Score: -3734927.500000 Penalty: 2580.407471
	Iteration 0F: 2 clusters Score -3734928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3712544.000000 Penalty: 5160.814941
	Iteration 0F: 3 clusters Score -3712544 nChanged 14909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3720724.250000 Penalty: 5160.814941
	Iteration 1F: 3 clusters Score -3720724 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3721526.500000 Penalty: 5160.814941
	Iteration 2F: 3 clusters Score -3721526 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3722516.750000 Penalty: 5160.814941
	Iteration 3F: 3 clusters Score -3722517 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3723716.750000 Penalty: 5160.814941
	Iteration 4F: 3 clusters Score -3723717 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3725091.500000 Penalty: 5160.814941
	Iteration 5F: 3 clusters Score -3725092 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3726308.250000 Penalty: 5160.814941
	Iteration 6F: 3 clusters Score -3726308 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3727259.250000 Penalty: 5160.814941
	Iteration 7F: 3 clusters Score -3727259 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3727979.500000 Penalty: 5160.814941
	Iteration 8Q: 3 clusters Score -3727980 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3728535.250000 Penalty: 5160.814941
	Iteration 9Q: 3 clusters Score -3728535 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3728882.000000 Penalty: 5160.814941
	Iteration 10Q: 3 clusters Score -3728882 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3729097.250000 Penalty: 5160.814941
	Iteration 11Q: 3 clusters Score -3729097 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3729294.000000 Penalty: 5160.814941
	Iteration 12Q: 3 clusters Score -3729294 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3729478.750000 Penalty: 5160.814941
	Iteration 13Q: 3 clusters Score -3729479 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3729666.750000 Penalty: 5160.814941
	Iteration 14Q: 3 clusters Score -3729667 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3729828.000000 Penalty: 5160.814941
	Iteration 15Q: 3 clusters Score -3729828 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3730012.000000 Penalty: 5160.814941
	Iteration 16Q: 3 clusters Score -3730012 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3730198.500000 Penalty: 5160.814941
	Iteration 17Q: 3 clusters Score -3730198 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3730377.750000 Penalty: 5160.814941
	Iteration 18Q: 3 clusters Score -3730378 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3730497.500000 Penalty: 5160.814941
	Iteration 19Q: 3 clusters Score -3730498 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3730605.500000 Penalty: 5160.814941
	Iteration 20F: 3 clusters Score -3730606 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3730719.500000 Penalty: 5160.814941
	Iteration 21Q: 3 clusters Score -3730720 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3730849.250000 Penalty: 5160.814941
	Iteration 22Q: 3 clusters Score -3730849 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3730954.750000 Penalty: 5160.814941
	Iteration 23Q: 3 clusters Score -3730955 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3731090.750000 Penalty: 5160.814941
	Iteration 24Q: 3 clusters Score -3731091 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3731233.250000 Penalty: 5160.814941
	Iteration 25Q: 3 clusters Score -3731233 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3731339.500000 Penalty: 5160.814941
	Iteration 26Q: 3 clusters Score -3731340 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3731454.000000 Penalty: 5160.814941
	Iteration 27Q: 3 clusters Score -3731454 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3731578.000000 Penalty: 5160.814941
	Iteration 28Q: 3 clusters Score -3731578 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3731697.250000 Penalty: 5160.814941
	Iteration 29Q: 3 clusters Score -3731697 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3731811.750000 Penalty: 5160.814941
	Iteration 30Q: 3 clusters Score -3731812 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3731948.500000 Penalty: 5160.814941
	Iteration 31Q: 3 clusters Score -3731948 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3732042.250000 Penalty: 5160.814941
	Iteration 32Q: 3 clusters Score -3732042 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3732168.250000 Penalty: 5160.814941
	Iteration 33Q: 3 clusters Score -3732168 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3732240.750000 Penalty: 5160.814941
	Iteration 34Q: 3 clusters Score -3732241 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3732295.000000 Penalty: 5160.814941
	Iteration 35Q: 3 clusters Score -3732295 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3732363.500000 Penalty: 5160.814941
	Iteration 36Q: 3 clusters Score -3732364 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3732408.500000 Penalty: 5160.814941
	Iteration 37Q: 3 clusters Score -3732408 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3732424.250000 Penalty: 5160.814941
	Iteration 38Q: 3 clusters Score -3732424 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3732454.000000 Penalty: 5160.814941
	Iteration 39Q: 3 clusters Score -3732454 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3732461.500000 Penalty: 5160.814941
	Iteration 40F: 3 clusters Score -3732462 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3732480.250000 Penalty: 5160.814941
	Iteration 41Q: 3 clusters Score -3732480 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3732509.500000 Penalty: 5160.814941
	Iteration 42Q: 3 clusters Score -3732510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3732526.750000 Penalty: 5160.814941
	Iteration 43Q: 3 clusters Score -3732527 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3732535.500000 Penalty: 5160.814941
	Iteration 44Q: 3 clusters Score -3732536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3732546.000000 Penalty: 5160.814941
	Iteration 45Q: 3 clusters Score -3732546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3732548.250000 Penalty: 5160.814941
	Iteration 46Q: 3 clusters Score -3732548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3732543.250000 Penalty: 5160.814941
	Iteration 47Q: 3 clusters Score -3732543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3732548.250000 Penalty: 5160.814941
	Iteration 48Q: 3 clusters Score -3732548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3732546.750000 Penalty: 5160.814941
	Iteration 49Q: 3 clusters Score -3732547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3732550.500000 Penalty: 5160.814941
	Iteration 50Q: 3 clusters Score -3732550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3732554.500000 Penalty: 5160.814941
	Iteration 51Q: 3 clusters Score -3732554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3732561.250000 Penalty: 5160.814941
	Iteration 52Q: 3 clusters Score -3732561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3732564.500000 Penalty: 5160.814941
	Iteration 53Q: 3 clusters Score -3732564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3732563.000000 Penalty: 5160.814941
	Iteration 54Q: 3 clusters Score -3732563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3732564.750000 Penalty: 5160.814941
	Iteration 55Q: 3 clusters Score -3732565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3732566.000000 Penalty: 5160.814941
	Iteration 56Q: 3 clusters Score -3732566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3732569.500000 Penalty: 5160.814941
	Iteration 57Q: 3 clusters Score -3732570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3732565.500000 Penalty: 5160.814941
	Iteration 58Q: 3 clusters Score -3732566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3732566.500000 Penalty: 5160.814941
	Iteration 59Q: 3 clusters Score -3732566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3732568.750000 Penalty: 5160.814941
	Iteration 60F: 3 clusters Score -3732569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3732576.750000 Penalty: 5160.814941
	Iteration 61Q: 3 clusters Score -3732577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3732573.250000 Penalty: 5160.814941
	Iteration 62Q: 3 clusters Score -3732573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3732569.000000 Penalty: 5160.814941
	Iteration 63Q: 3 clusters Score -3732569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3732564.750000 Penalty: 5160.814941
	Iteration 64Q: 3 clusters Score -3732565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3732568.000000 Penalty: 5160.814941
	Iteration 65Q: 3 clusters Score -3732568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3732569.500000 Penalty: 5160.814941
	Iteration 66Q: 3 clusters Score -3732570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3732567.750000 Penalty: 5160.814941
	Iteration 67Q: 3 clusters Score -3732568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3732573.750000 Penalty: 5160.814941
	Iteration 68Q: 3 clusters Score -3732574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3732579.250000 Penalty: 5160.814941
	Iteration 69Q: 3 clusters Score -3732579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3732572.500000 Penalty: 5160.814941
	Iteration 70Q: 3 clusters Score -3732572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3732569.750000 Penalty: 5160.814941
	Iteration 71Q: 3 clusters Score -3732570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3732572.250000 Penalty: 5160.814941
	Iteration 72Q: 3 clusters Score -3732572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3732568.000000 Penalty: 5160.814941
	Iteration 73Q: 3 clusters Score -3732568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3732567.750000 Penalty: 5160.814941
	Iteration 74Q: 3 clusters Score -3732568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3732570.000000 Penalty: 5160.814941
	Iteration 75Q: 3 clusters Score -3732570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3732565.250000 Penalty: 5160.814941
	Iteration 76Q: 3 clusters Score -3732565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3732566.250000 Penalty: 5160.814941
	Iteration 77Q: 3 clusters Score -3732566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3732570.500000 Penalty: 5160.814941
	Iteration 78Q: 3 clusters Score -3732570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3732567.500000 Penalty: 5160.814941
	Iteration 79Q: 3 clusters Score -3732568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3732570.250000 Penalty: 5160.814941
	Iteration 80F: 3 clusters Score -3732570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3732569.500000 Penalty: 5160.814941
	Iteration 81Q: 3 clusters Score -3732570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3732569.500000 Penalty: 5160.814941
	Iteration 82F: 3 clusters Score -3732570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -109001.554688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -109001.6 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 548 members 
Entering Unmasked Estep 
Score: -107063.507812 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -107063.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -107388.921875 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -107388.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107537.351562 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -107537.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -107724.375000 Penalty: 3453.742188
	Iteration 3F: 3 clusters Score -107724.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107970.648438 Penalty: 3453.742188
	Iteration 4F: 3 clusters Score -107970.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -108245.843750 Penalty: 3453.742188
	Iteration 5F: 3 clusters Score -108245.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108524.179688 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -108524.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108986.335938 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -108986.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -109147.710938 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -109147.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -109190.625000 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -109190.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -109233.195312 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -109233.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -109283.414062 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -109283.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109330.343750 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -109330.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109370.414062 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -109370.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -109405.265625 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -109405.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -109435.281250 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -109435.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -109466.523438 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -109466.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -109544.296875 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -109544.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -109593.046875 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -109593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -109593.046875 Penalty: 3453.742188
	Iteration 19F: 3 clusters Score -109593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7415 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24591 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22554 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18672 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38596 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43157 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9397 members 
Mstep: Class 64 contains 756 members 
Entering Unmasked Estep 
Score: -139284288.000000 Penalty: 223341.859375
Splitting cluster 28 changes total score from -139285424.000000 to -139284288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (26695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Entering Unmasked Estep 
Score: -3042936.750000 Penalty: 2527.673340
	Iteration 0F: 2 clusters Score -3042937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3024569.750000 Penalty: 5055.346680
	Iteration 0F: 3 clusters Score -3024570 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3030988.500000 Penalty: 5055.346680
	Iteration 1F: 3 clusters Score -3030988 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3031489.750000 Penalty: 5055.346680
	Iteration 2F: 3 clusters Score -3031490 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3032017.500000 Penalty: 5055.346680
	Iteration 3Q: 3 clusters Score -3032018 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3032603.250000 Penalty: 5055.346680
	Iteration 4Q: 3 clusters Score -3032603 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3033353.250000 Penalty: 5055.346680
	Iteration 5Q: 3 clusters Score -3033353 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3034394.750000 Penalty: 5055.346680
	Iteration 6F: 3 clusters Score -3034395 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3035618.500000 Penalty: 5055.346680
	Iteration 7F: 3 clusters Score -3035618 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3036659.000000 Penalty: 5055.346680
	Iteration 8F: 3 clusters Score -3036659 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3037384.000000 Penalty: 5055.346680
	Iteration 9F: 3 clusters Score -3037384 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3037835.500000 Penalty: 5055.346680
	Iteration 10Q: 3 clusters Score -3037836 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3038102.250000 Penalty: 5055.346680
	Iteration 11Q: 3 clusters Score -3038102 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3038230.250000 Penalty: 5055.346680
	Iteration 12Q: 3 clusters Score -3038230 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3038339.500000 Penalty: 5055.346680
	Iteration 13Q: 3 clusters Score -3038340 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3038430.250000 Penalty: 5055.346680
	Iteration 14Q: 3 clusters Score -3038430 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3038511.750000 Penalty: 5055.346680
	Iteration 15Q: 3 clusters Score -3038512 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3038590.750000 Penalty: 5055.346680
	Iteration 16Q: 3 clusters Score -3038591 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3038694.750000 Penalty: 5055.346680
	Iteration 17Q: 3 clusters Score -3038695 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3038806.750000 Penalty: 5055.346680
	Iteration 18Q: 3 clusters Score -3038807 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3038951.000000 Penalty: 5055.346680
	Iteration 19Q: 3 clusters Score -3038951 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3039122.250000 Penalty: 5055.346680
	Iteration 20F: 3 clusters Score -3039122 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3039301.750000 Penalty: 5055.346680
	Iteration 21Q: 3 clusters Score -3039302 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3039513.250000 Penalty: 5055.346680
	Iteration 22Q: 3 clusters Score -3039513 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3039684.500000 Penalty: 5055.346680
	Iteration 23Q: 3 clusters Score -3039684 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3039800.000000 Penalty: 5055.346680
	Iteration 24Q: 3 clusters Score -3039800 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3039933.000000 Penalty: 5055.346680
	Iteration 25Q: 3 clusters Score -3039933 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3040035.250000 Penalty: 5055.346680
	Iteration 26Q: 3 clusters Score -3040035 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3040143.000000 Penalty: 5055.346680
	Iteration 27Q: 3 clusters Score -3040143 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3040209.750000 Penalty: 5055.346680
	Iteration 28Q: 3 clusters Score -3040210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3040279.750000 Penalty: 5055.346680
	Iteration 29Q: 3 clusters Score -3040280 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3040329.000000 Penalty: 5055.346680
	Iteration 30Q: 3 clusters Score -3040329 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3040388.250000 Penalty: 5055.346680
	Iteration 31Q: 3 clusters Score -3040388 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3040450.000000 Penalty: 5055.346680
	Iteration 32Q: 3 clusters Score -3040450 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3040484.250000 Penalty: 5055.346680
	Iteration 33Q: 3 clusters Score -3040484 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3040508.250000 Penalty: 5055.346680
	Iteration 34Q: 3 clusters Score -3040508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3040536.750000 Penalty: 5055.346680
	Iteration 35Q: 3 clusters Score -3040537 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3040553.000000 Penalty: 5055.346680
	Iteration 36Q: 3 clusters Score -3040553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3040588.250000 Penalty: 5055.346680
	Iteration 37Q: 3 clusters Score -3040588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3040617.750000 Penalty: 5055.346680
	Iteration 38Q: 3 clusters Score -3040618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3040627.750000 Penalty: 5055.346680
	Iteration 39Q: 3 clusters Score -3040628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3040658.750000 Penalty: 5055.346680
	Iteration 40F: 3 clusters Score -3040659 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3040667.000000 Penalty: 5055.346680
	Iteration 41Q: 3 clusters Score -3040667 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3040685.500000 Penalty: 5055.346680
	Iteration 42Q: 3 clusters Score -3040686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3040709.250000 Penalty: 5055.346680
	Iteration 43Q: 3 clusters Score -3040709 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3040713.500000 Penalty: 5055.346680
	Iteration 44Q: 3 clusters Score -3040714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3040723.250000 Penalty: 5055.346680
	Iteration 45Q: 3 clusters Score -3040723 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3040739.000000 Penalty: 5055.346680
	Iteration 46Q: 3 clusters Score -3040739 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3040758.250000 Penalty: 5055.346680
	Iteration 47Q: 3 clusters Score -3040758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3040775.500000 Penalty: 5055.346680
	Iteration 48Q: 3 clusters Score -3040776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3040798.750000 Penalty: 5055.346680
	Iteration 49Q: 3 clusters Score -3040799 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3040808.750000 Penalty: 5055.346680
	Iteration 50Q: 3 clusters Score -3040809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3040821.250000 Penalty: 5055.346680
	Iteration 51Q: 3 clusters Score -3040821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3040823.750000 Penalty: 5055.346680
	Iteration 52Q: 3 clusters Score -3040824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3040832.500000 Penalty: 5055.346680
	Iteration 53Q: 3 clusters Score -3040832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3040850.000000 Penalty: 5055.346680
	Iteration 54Q: 3 clusters Score -3040850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3040868.500000 Penalty: 5055.346680
	Iteration 55Q: 3 clusters Score -3040868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3040880.500000 Penalty: 5055.346680
	Iteration 56Q: 3 clusters Score -3040880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3040900.000000 Penalty: 5055.346680
	Iteration 57Q: 3 clusters Score -3040900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3040907.500000 Penalty: 5055.346680
	Iteration 58Q: 3 clusters Score -3040908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3040907.500000 Penalty: 5055.346680
	Iteration 59Q: 3 clusters Score -3040908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3040920.500000 Penalty: 5055.346680
	Iteration 60F: 3 clusters Score -3040920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3040921.000000 Penalty: 5055.346680
	Iteration 61Q: 3 clusters Score -3040921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3040934.000000 Penalty: 5055.346680
	Iteration 62Q: 3 clusters Score -3040934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3040936.250000 Penalty: 5055.346680
	Iteration 63Q: 3 clusters Score -3040936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3040938.750000 Penalty: 5055.346680
	Iteration 64Q: 3 clusters Score -3040939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3040941.500000 Penalty: 5055.346680
	Iteration 65Q: 3 clusters Score -3040942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3040945.750000 Penalty: 5055.346680
	Iteration 66Q: 3 clusters Score -3040946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3040945.000000 Penalty: 5055.346680
	Iteration 67Q: 3 clusters Score -3040945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3040948.000000 Penalty: 5055.346680
	Iteration 68Q: 3 clusters Score -3040948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3040944.750000 Penalty: 5055.346680
	Iteration 69Q: 3 clusters Score -3040945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3040950.750000 Penalty: 5055.346680
	Iteration 70Q: 3 clusters Score -3040951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3040951.250000 Penalty: 5055.346680
	Iteration 71Q: 3 clusters Score -3040951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3040953.000000 Penalty: 5055.346680
	Iteration 72Q: 3 clusters Score -3040953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3040945.250000 Penalty: 5055.346680
	Iteration 73Q: 3 clusters Score -3040945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3040965.750000 Penalty: 5055.346680
	Iteration 74Q: 3 clusters Score -3040966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3040966.750000 Penalty: 5055.346680
	Iteration 75Q: 3 clusters Score -3040967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3040968.500000 Penalty: 5055.346680
	Iteration 76Q: 3 clusters Score -3040968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3040977.750000 Penalty: 5055.346680
	Iteration 77Q: 3 clusters Score -3040978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3040967.000000 Penalty: 5055.346680
	Iteration 78Q: 3 clusters Score -3040967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3040968.500000 Penalty: 5055.346680
	Iteration 79Q: 3 clusters Score -3040968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3040976.000000 Penalty: 5055.346680
	Iteration 80F: 3 clusters Score -3040976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3040970.750000 Penalty: 5055.346680
	Iteration 81Q: 3 clusters Score -3040971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3040987.750000 Penalty: 5055.346680
	Iteration 82Q: 3 clusters Score -3040988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3040987.000000 Penalty: 5055.346680
	Iteration 83Q: 3 clusters Score -3040987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3040985.250000 Penalty: 5055.346680
	Iteration 84Q: 3 clusters Score -3040985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3040985.500000 Penalty: 5055.346680
	Iteration 85Q: 3 clusters Score -3040986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3040984.250000 Penalty: 5055.346680
	Iteration 86Q: 3 clusters Score -3040984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3040987.750000 Penalty: 5055.346680
	Iteration 87Q: 3 clusters Score -3040988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3040989.500000 Penalty: 5055.346680
	Iteration 88Q: 3 clusters Score -3040990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3040993.000000 Penalty: 5055.346680
	Iteration 89Q: 3 clusters Score -3040993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3040998.750000 Penalty: 5055.346680
	Iteration 90Q: 3 clusters Score -3040999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3040997.750000 Penalty: 5055.346680
	Iteration 91Q: 3 clusters Score -3040998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3040997.250000 Penalty: 5055.346680
	Iteration 92Q: 3 clusters Score -3040997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3041000.000000 Penalty: 5055.346680
	Iteration 93Q: 3 clusters Score -3041000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3041002.250000 Penalty: 5055.346680
	Iteration 94Q: 3 clusters Score -3041002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3041001.000000 Penalty: 5055.346680
	Iteration 95Q: 3 clusters Score -3041001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3041008.000000 Penalty: 5055.346680
	Iteration 96Q: 3 clusters Score -3041008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3041010.250000 Penalty: 5055.346680
	Iteration 97Q: 3 clusters Score -3041010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3041010.500000 Penalty: 5055.346680
	Iteration 98Q: 3 clusters Score -3041010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3041021.250000 Penalty: 5055.346680
	Iteration 99Q: 3 clusters Score -3041021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3041015.500000 Penalty: 5055.346680
	Iteration 100F: 3 clusters Score -3041016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3041021.500000 Penalty: 5055.346680
	Iteration 101Q: 3 clusters Score -3041022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3041019.250000 Penalty: 5055.346680
	Iteration 102Q: 3 clusters Score -3041019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3041020.500000 Penalty: 5055.346680
	Iteration 103Q: 3 clusters Score -3041020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3041017.500000 Penalty: 5055.346680
	Iteration 104Q: 3 clusters Score -3041018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3041017.250000 Penalty: 5055.346680
	Iteration 105Q: 3 clusters Score -3041017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3041016.750000 Penalty: 5055.346680
	Iteration 106Q: 3 clusters Score -3041017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3041016.750000 Penalty: 5055.346680
	Iteration 107F: 3 clusters Score -3041017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -1214159.625000 Penalty: 2308.004150
	Iteration 0F: 2 clusters Score -1214160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1205833.125000 Penalty: 4616.008301
	Iteration 0F: 3 clusters Score -1205833 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1208298.375000 Penalty: 4616.008301
	Iteration 1F: 3 clusters Score -1208298 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1208606.000000 Penalty: 4616.008301
	Iteration 2F: 3 clusters Score -1208606 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1208879.000000 Penalty: 4616.008301
	Iteration 3Q: 3 clusters Score -1208879 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1209154.250000 Penalty: 4616.008301
	Iteration 4Q: 3 clusters Score -1209154 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1209454.750000 Penalty: 4616.008301
	Iteration 5Q: 3 clusters Score -1209455 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1209792.125000 Penalty: 4616.008301
	Iteration 6Q: 3 clusters Score -1209792 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1210105.875000 Penalty: 4616.008301
	Iteration 7Q: 3 clusters Score -1210106 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1210385.625000 Penalty: 4616.008301
	Iteration 8Q: 3 clusters Score -1210386 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1210630.375000 Penalty: 4616.008301
	Iteration 9Q: 3 clusters Score -1210630 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1210874.250000 Penalty: 4616.008301
	Iteration 10Q: 3 clusters Score -1210874 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1211097.875000 Penalty: 4616.008301
	Iteration 11Q: 3 clusters Score -1211098 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1211314.750000 Penalty: 4616.008301
	Iteration 12Q: 3 clusters Score -1211315 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1211506.500000 Penalty: 4616.008301
	Iteration 13Q: 3 clusters Score -1211506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1211665.875000 Penalty: 4616.008301
	Iteration 14Q: 3 clusters Score -1211666 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1211798.125000 Penalty: 4616.008301
	Iteration 15Q: 3 clusters Score -1211798 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1211886.625000 Penalty: 4616.008301
	Iteration 16Q: 3 clusters Score -1211887 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1211955.375000 Penalty: 4616.008301
	Iteration 17Q: 3 clusters Score -1211955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1212004.000000 Penalty: 4616.008301
	Iteration 18Q: 3 clusters Score -1212004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1212043.750000 Penalty: 4616.008301
	Iteration 19Q: 3 clusters Score -1212044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1212076.500000 Penalty: 4616.008301
	Iteration 20F: 3 clusters Score -1212076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1212091.250000 Penalty: 4616.008301
	Iteration 21Q: 3 clusters Score -1212091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1212105.500000 Penalty: 4616.008301
	Iteration 22Q: 3 clusters Score -1212106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1212121.875000 Penalty: 4616.008301
	Iteration 23Q: 3 clusters Score -1212122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1212128.375000 Penalty: 4616.008301
	Iteration 24Q: 3 clusters Score -1212128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1212133.875000 Penalty: 4616.008301
	Iteration 25Q: 3 clusters Score -1212134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1212138.000000 Penalty: 4616.008301
	Iteration 26Q: 3 clusters Score -1212138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1212142.125000 Penalty: 4616.008301
	Iteration 27Q: 3 clusters Score -1212142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1212144.125000 Penalty: 4616.008301
	Iteration 28Q: 3 clusters Score -1212144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1212146.375000 Penalty: 4616.008301
	Iteration 29Q: 3 clusters Score -1212146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1212149.250000 Penalty: 4616.008301
	Iteration 30Q: 3 clusters Score -1212149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1212150.250000 Penalty: 4616.008301
	Iteration 31Q: 3 clusters Score -1212150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1212150.250000 Penalty: 4616.008301
	Iteration 32F: 3 clusters Score -1212150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Entering Unmasked Estep 
Score: -3091445.000000 Penalty: 2553.826904
	Iteration 0F: 2 clusters Score -3091445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3071171.500000 Penalty: 5107.653809
	Iteration 0F: 3 clusters Score -3071172 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3078909.250000 Penalty: 5107.653809
	Iteration 1F: 3 clusters Score -3078909 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3080184.500000 Penalty: 5107.653809
	Iteration 2F: 3 clusters Score -3080184 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3081636.750000 Penalty: 5107.653809
	Iteration 3F: 3 clusters Score -3081637 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3083010.000000 Penalty: 5107.653809
	Iteration 4F: 3 clusters Score -3083010 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3084273.000000 Penalty: 5107.653809
	Iteration 5F: 3 clusters Score -3084273 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3085558.250000 Penalty: 5107.653809
	Iteration 6F: 3 clusters Score -3085558 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3086595.000000 Penalty: 5107.653809
	Iteration 7F: 3 clusters Score -3086595 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3087413.500000 Penalty: 5107.653809
	Iteration 8Q: 3 clusters Score -3087414 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3087984.000000 Penalty: 5107.653809
	Iteration 9Q: 3 clusters Score -3087984 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3088302.000000 Penalty: 5107.653809
	Iteration 10Q: 3 clusters Score -3088302 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3088489.500000 Penalty: 5107.653809
	Iteration 11Q: 3 clusters Score -3088490 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3088629.500000 Penalty: 5107.653809
	Iteration 12Q: 3 clusters Score -3088630 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3088749.750000 Penalty: 5107.653809
	Iteration 13Q: 3 clusters Score -3088750 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3088824.750000 Penalty: 5107.653809
	Iteration 14Q: 3 clusters Score -3088825 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3088877.000000 Penalty: 5107.653809
	Iteration 15Q: 3 clusters Score -3088877 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3088934.250000 Penalty: 5107.653809
	Iteration 16Q: 3 clusters Score -3088934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3088981.750000 Penalty: 5107.653809
	Iteration 17Q: 3 clusters Score -3088982 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3088997.500000 Penalty: 5107.653809
	Iteration 18Q: 3 clusters Score -3088998 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3089024.250000 Penalty: 5107.653809
	Iteration 19Q: 3 clusters Score -3089024 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3089054.000000 Penalty: 5107.653809
	Iteration 20F: 3 clusters Score -3089054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3089056.750000 Penalty: 5107.653809
	Iteration 21Q: 3 clusters Score -3089057 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3089072.750000 Penalty: 5107.653809
	Iteration 22Q: 3 clusters Score -3089073 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3089077.000000 Penalty: 5107.653809
	Iteration 23Q: 3 clusters Score -3089077 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3089085.500000 Penalty: 5107.653809
	Iteration 24Q: 3 clusters Score -3089086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3089104.000000 Penalty: 5107.653809
	Iteration 25Q: 3 clusters Score -3089104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3089107.750000 Penalty: 5107.653809
	Iteration 26Q: 3 clusters Score -3089108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3089118.500000 Penalty: 5107.653809
	Iteration 27Q: 3 clusters Score -3089118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3089115.250000 Penalty: 5107.653809
	Iteration 28Q: 3 clusters Score -3089115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3089127.500000 Penalty: 5107.653809
	Iteration 29Q: 3 clusters Score -3089128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3089136.000000 Penalty: 5107.653809
	Iteration 30Q: 3 clusters Score -3089136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3089133.000000 Penalty: 5107.653809
	Iteration 31Q: 3 clusters Score -3089133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3089141.000000 Penalty: 5107.653809
	Iteration 32Q: 3 clusters Score -3089141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3089143.500000 Penalty: 5107.653809
	Iteration 33Q: 3 clusters Score -3089144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3089157.750000 Penalty: 5107.653809
	Iteration 34Q: 3 clusters Score -3089158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3089163.750000 Penalty: 5107.653809
	Iteration 35Q: 3 clusters Score -3089164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3089178.500000 Penalty: 5107.653809
	Iteration 36Q: 3 clusters Score -3089178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3089181.000000 Penalty: 5107.653809
	Iteration 37Q: 3 clusters Score -3089181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3089190.750000 Penalty: 5107.653809
	Iteration 38Q: 3 clusters Score -3089191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3089196.500000 Penalty: 5107.653809
	Iteration 39Q: 3 clusters Score -3089196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3089214.000000 Penalty: 5107.653809
	Iteration 40F: 3 clusters Score -3089214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3089234.750000 Penalty: 5107.653809
	Iteration 41Q: 3 clusters Score -3089235 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3089277.000000 Penalty: 5107.653809
	Iteration 42Q: 3 clusters Score -3089277 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3089305.500000 Penalty: 5107.653809
	Iteration 43Q: 3 clusters Score -3089306 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3089338.000000 Penalty: 5107.653809
	Iteration 44Q: 3 clusters Score -3089338 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3089386.750000 Penalty: 5107.653809
	Iteration 45Q: 3 clusters Score -3089387 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3089413.250000 Penalty: 5107.653809
	Iteration 46Q: 3 clusters Score -3089413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3089418.750000 Penalty: 5107.653809
	Iteration 47Q: 3 clusters Score -3089419 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3089445.250000 Penalty: 5107.653809
	Iteration 48Q: 3 clusters Score -3089445 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3089468.250000 Penalty: 5107.653809
	Iteration 49Q: 3 clusters Score -3089468 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3089475.500000 Penalty: 5107.653809
	Iteration 50Q: 3 clusters Score -3089476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3089487.750000 Penalty: 5107.653809
	Iteration 51Q: 3 clusters Score -3089488 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3089497.000000 Penalty: 5107.653809
	Iteration 52Q: 3 clusters Score -3089497 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3089504.750000 Penalty: 5107.653809
	Iteration 53Q: 3 clusters Score -3089505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3089516.500000 Penalty: 5107.653809
	Iteration 54Q: 3 clusters Score -3089516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3089504.750000 Penalty: 5107.653809
	Iteration 55Q: 3 clusters Score -3089505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3089529.250000 Penalty: 5107.653809
	Iteration 56Q: 3 clusters Score -3089529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3089538.750000 Penalty: 5107.653809
	Iteration 57Q: 3 clusters Score -3089539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3089544.750000 Penalty: 5107.653809
	Iteration 58Q: 3 clusters Score -3089545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3089549.250000 Penalty: 5107.653809
	Iteration 59Q: 3 clusters Score -3089549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3089551.750000 Penalty: 5107.653809
	Iteration 60F: 3 clusters Score -3089552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3089558.750000 Penalty: 5107.653809
	Iteration 61Q: 3 clusters Score -3089559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3089559.000000 Penalty: 5107.653809
	Iteration 62Q: 3 clusters Score -3089559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3089566.250000 Penalty: 5107.653809
	Iteration 63Q: 3 clusters Score -3089566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3089565.500000 Penalty: 5107.653809
	Iteration 64Q: 3 clusters Score -3089566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3089580.750000 Penalty: 5107.653809
	Iteration 65Q: 3 clusters Score -3089581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3089576.750000 Penalty: 5107.653809
	Iteration 66Q: 3 clusters Score -3089577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3089591.250000 Penalty: 5107.653809
	Iteration 67Q: 3 clusters Score -3089591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3089587.500000 Penalty: 5107.653809
	Iteration 68Q: 3 clusters Score -3089588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3089591.750000 Penalty: 5107.653809
	Iteration 69Q: 3 clusters Score -3089592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3089586.250000 Penalty: 5107.653809
	Iteration 70Q: 3 clusters Score -3089586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3089593.750000 Penalty: 5107.653809
	Iteration 71Q: 3 clusters Score -3089594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3089599.750000 Penalty: 5107.653809
	Iteration 72Q: 3 clusters Score -3089600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3089599.750000 Penalty: 5107.653809
	Iteration 73Q: 3 clusters Score -3089600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3089603.500000 Penalty: 5107.653809
	Iteration 74Q: 3 clusters Score -3089604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3089598.000000 Penalty: 5107.653809
	Iteration 75Q: 3 clusters Score -3089598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3089598.000000 Penalty: 5107.653809
	Iteration 76Q: 3 clusters Score -3089598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3089592.500000 Penalty: 5107.653809
	Iteration 77Q: 3 clusters Score -3089592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3089594.750000 Penalty: 5107.653809
	Iteration 78Q: 3 clusters Score -3089595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3089592.750000 Penalty: 5107.653809
	Iteration 79Q: 3 clusters Score -3089593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3089602.750000 Penalty: 5107.653809
	Iteration 80F: 3 clusters Score -3089603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3089597.500000 Penalty: 5107.653809
	Iteration 81Q: 3 clusters Score -3089598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3089598.250000 Penalty: 5107.653809
	Iteration 82Q: 3 clusters Score -3089598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3089593.750000 Penalty: 5107.653809
	Iteration 83Q: 3 clusters Score -3089594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3089595.500000 Penalty: 5107.653809
	Iteration 84Q: 3 clusters Score -3089596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3089595.500000 Penalty: 5107.653809
	Iteration 85F: 3 clusters Score -3089596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Entering Unmasked Estep 
Score: -892147.187500 Penalty: 2237.745361
	Iteration 0F: 2 clusters Score -892147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -885570.875000 Penalty: 4475.490723
	Iteration 0F: 3 clusters Score -885570.9 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -887550.625000 Penalty: 4475.490723
	Iteration 1F: 3 clusters Score -887550.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -887991.250000 Penalty: 4475.490723
	Iteration 2F: 3 clusters Score -887991.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -888331.437500 Penalty: 4475.490723
	Iteration 3F: 3 clusters Score -888331.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -888603.625000 Penalty: 4475.490723
	Iteration 4F: 3 clusters Score -888603.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -888835.562500 Penalty: 4475.490723
	Iteration 5Q: 3 clusters Score -888835.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -889037.250000 Penalty: 4475.490723
	Iteration 6Q: 3 clusters Score -889037.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -889193.375000 Penalty: 4475.490723
	Iteration 7Q: 3 clusters Score -889193.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -889328.562500 Penalty: 4475.490723
	Iteration 8Q: 3 clusters Score -889328.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -889437.750000 Penalty: 4475.490723
	Iteration 9Q: 3 clusters Score -889437.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -889528.500000 Penalty: 4475.490723
	Iteration 10Q: 3 clusters Score -889528.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -889633.125000 Penalty: 4475.490723
	Iteration 11Q: 3 clusters Score -889633.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -889746.250000 Penalty: 4475.490723
	Iteration 12Q: 3 clusters Score -889746.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -889877.750000 Penalty: 4475.490723
	Iteration 13Q: 3 clusters Score -889877.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -890011.250000 Penalty: 4475.490723
	Iteration 14Q: 3 clusters Score -890011.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -890178.750000 Penalty: 4475.490723
	Iteration 15Q: 3 clusters Score -890178.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -890316.937500 Penalty: 4475.490723
	Iteration 16Q: 3 clusters Score -890316.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -890428.437500 Penalty: 4475.490723
	Iteration 17Q: 3 clusters Score -890428.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -890520.312500 Penalty: 4475.490723
	Iteration 18Q: 3 clusters Score -890520.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -890592.250000 Penalty: 4475.490723
	Iteration 19Q: 3 clusters Score -890592.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -890645.125000 Penalty: 4475.490723
	Iteration 20F: 3 clusters Score -890645.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -890685.250000 Penalty: 4475.490723
	Iteration 21Q: 3 clusters Score -890685.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -890717.187500 Penalty: 4475.490723
	Iteration 22Q: 3 clusters Score -890717.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -890748.437500 Penalty: 4475.490723
	Iteration 23Q: 3 clusters Score -890748.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -890775.937500 Penalty: 4475.490723
	Iteration 24Q: 3 clusters Score -890775.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -890799.250000 Penalty: 4475.490723
	Iteration 25Q: 3 clusters Score -890799.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -890811.187500 Penalty: 4475.490723
	Iteration 26Q: 3 clusters Score -890811.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -890825.687500 Penalty: 4475.490723
	Iteration 27Q: 3 clusters Score -890825.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -890841.750000 Penalty: 4475.490723
	Iteration 28Q: 3 clusters Score -890841.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -890858.937500 Penalty: 4475.490723
	Iteration 29Q: 3 clusters Score -890858.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -890868.125000 Penalty: 4475.490723
	Iteration 30Q: 3 clusters Score -890868.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -890875.750000 Penalty: 4475.490723
	Iteration 31Q: 3 clusters Score -890875.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -890877.250000 Penalty: 4475.490723
	Iteration 32Q: 3 clusters Score -890877.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -890880.937500 Penalty: 4475.490723
	Iteration 33Q: 3 clusters Score -890880.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -890882.750000 Penalty: 4475.490723
	Iteration 34Q: 3 clusters Score -890882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -890886.562500 Penalty: 4475.490723
	Iteration 35Q: 3 clusters Score -890886.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -890887.187500 Penalty: 4475.490723
	Iteration 36Q: 3 clusters Score -890887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -890889.312500 Penalty: 4475.490723
	Iteration 37Q: 3 clusters Score -890889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -890887.625000 Penalty: 4475.490723
	Iteration 38Q: 3 clusters Score -890887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -890889.187500 Penalty: 4475.490723
	Iteration 39Q: 3 clusters Score -890889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -890889.687500 Penalty: 4475.490723
	Iteration 40F: 3 clusters Score -890889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -890889.875000 Penalty: 4475.490723
	Iteration 41Q: 3 clusters Score -890889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -890889.500000 Penalty: 4475.490723
	Iteration 42Q: 3 clusters Score -890889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -890889.312500 Penalty: 4475.490723
	Iteration 43Q: 3 clusters Score -890889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -890891.562500 Penalty: 4475.490723
	Iteration 44Q: 3 clusters Score -890891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -890891.562500 Penalty: 4475.490723
	Iteration 45F: 3 clusters Score -890891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -522798.562500 Penalty: 2095.437012
	Iteration 0F: 2 clusters Score -522798.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -518571.781250 Penalty: 4190.874023
	Iteration 0F: 3 clusters Score -518571.8 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -519516.875000 Penalty: 4190.874023
	Iteration 1F: 3 clusters Score -519516.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -519694.781250 Penalty: 4190.874023
	Iteration 2F: 3 clusters Score -519694.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -519833.156250 Penalty: 4190.874023
	Iteration 3Q: 3 clusters Score -519833.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -519978.375000 Penalty: 4190.874023
	Iteration 4Q: 3 clusters Score -519978.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -520126.593750 Penalty: 4190.874023
	Iteration 5Q: 3 clusters Score -520126.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -520284.781250 Penalty: 4190.874023
	Iteration 6Q: 3 clusters Score -520284.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -520442.375000 Penalty: 4190.874023
	Iteration 7Q: 3 clusters Score -520442.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -520589.406250 Penalty: 4190.874023
	Iteration 8Q: 3 clusters Score -520589.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -520753.375000 Penalty: 4190.874023
	Iteration 9Q: 3 clusters Score -520753.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -520933.625000 Penalty: 4190.874023
	Iteration 10Q: 3 clusters Score -520933.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -521079.312500 Penalty: 4190.874023
	Iteration 11Q: 3 clusters Score -521079.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -521197.218750 Penalty: 4190.874023
	Iteration 12Q: 3 clusters Score -521197.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -521287.906250 Penalty: 4190.874023
	Iteration 13Q: 3 clusters Score -521287.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -521359.375000 Penalty: 4190.874023
	Iteration 14Q: 3 clusters Score -521359.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -521420.875000 Penalty: 4190.874023
	Iteration 15Q: 3 clusters Score -521420.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -521457.343750 Penalty: 4190.874023
	Iteration 16Q: 3 clusters Score -521457.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -521485.281250 Penalty: 4190.874023
	Iteration 17Q: 3 clusters Score -521485.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -521510.593750 Penalty: 4190.874023
	Iteration 18Q: 3 clusters Score -521510.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -521526.875000 Penalty: 4190.874023
	Iteration 19Q: 3 clusters Score -521526.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -521540.250000 Penalty: 4190.874023
	Iteration 20F: 3 clusters Score -521540.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -521551.500000 Penalty: 4190.874023
	Iteration 21Q: 3 clusters Score -521551.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -521556.062500 Penalty: 4190.874023
	Iteration 22Q: 3 clusters Score -521556.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -521562.375000 Penalty: 4190.874023
	Iteration 23Q: 3 clusters Score -521562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -521567.531250 Penalty: 4190.874023
	Iteration 24Q: 3 clusters Score -521567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -521569.343750 Penalty: 4190.874023
	Iteration 25Q: 3 clusters Score -521569.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -521574.968750 Penalty: 4190.874023
	Iteration 26Q: 3 clusters Score -521575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -521577.343750 Penalty: 4190.874023
	Iteration 27Q: 3 clusters Score -521577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -521577.031250 Penalty: 4190.874023
	Iteration 28Q: 3 clusters Score -521577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -521578.156250 Penalty: 4190.874023
	Iteration 29Q: 3 clusters Score -521578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -521578.593750 Penalty: 4190.874023
	Iteration 30Q: 3 clusters Score -521578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -521579.500000 Penalty: 4190.874023
	Iteration 31Q: 3 clusters Score -521579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -521581.156250 Penalty: 4190.874023
	Iteration 32Q: 3 clusters Score -521581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -521584.562500 Penalty: 4190.874023
	Iteration 33Q: 3 clusters Score -521584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -521587.843750 Penalty: 4190.874023
	Iteration 34Q: 3 clusters Score -521587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -521592.062500 Penalty: 4190.874023
	Iteration 35Q: 3 clusters Score -521592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -521593.750000 Penalty: 4190.874023
	Iteration 36Q: 3 clusters Score -521593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -521596.531250 Penalty: 4190.874023
	Iteration 37Q: 3 clusters Score -521596.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -521599.625000 Penalty: 4190.874023
	Iteration 38Q: 3 clusters Score -521599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -521600.875000 Penalty: 4190.874023
	Iteration 39Q: 3 clusters Score -521600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -521601.718750 Penalty: 4190.874023
	Iteration 40F: 3 clusters Score -521601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -521602.343750 Penalty: 4190.874023
	Iteration 41Q: 3 clusters Score -521602.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -521602.343750 Penalty: 4190.874023
	Iteration 42Q: 3 clusters Score -521602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -521602.343750 Penalty: 4190.874023
	Iteration 43F: 3 clusters Score -521602.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Entering Unmasked Estep 
Score: -1743039.750000 Penalty: 2390.956299
	Iteration 0F: 2 clusters Score -1743040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1731930.625000 Penalty: 4781.912598
	Iteration 0F: 3 clusters Score -1731931 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1735570.875000 Penalty: 4781.912598
	Iteration 1F: 3 clusters Score -1735571 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1736152.875000 Penalty: 4781.912598
	Iteration 2F: 3 clusters Score -1736153 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1736802.125000 Penalty: 4781.912598
	Iteration 3F: 3 clusters Score -1736802 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1737519.375000 Penalty: 4781.912598
	Iteration 4F: 3 clusters Score -1737519 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1738249.500000 Penalty: 4781.912598
	Iteration 5F: 3 clusters Score -1738250 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1738927.625000 Penalty: 4781.912598
	Iteration 6F: 3 clusters Score -1738928 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1739570.000000 Penalty: 4781.912598
	Iteration 7F: 3 clusters Score -1739570 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1740184.625000 Penalty: 4781.912598
	Iteration 8Q: 3 clusters Score -1740185 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1740704.625000 Penalty: 4781.912598
	Iteration 9Q: 3 clusters Score -1740705 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1741175.250000 Penalty: 4781.912598
	Iteration 10Q: 3 clusters Score -1741175 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1741509.750000 Penalty: 4781.912598
	Iteration 11Q: 3 clusters Score -1741510 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1741777.875000 Penalty: 4781.912598
	Iteration 12Q: 3 clusters Score -1741778 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1742041.750000 Penalty: 4781.912598
	Iteration 13Q: 3 clusters Score -1742042 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1742293.125000 Penalty: 4781.912598
	Iteration 14Q: 3 clusters Score -1742293 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1742505.000000 Penalty: 4781.912598
	Iteration 15Q: 3 clusters Score -1742505 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1742646.000000 Penalty: 4781.912598
	Iteration 16Q: 3 clusters Score -1742646 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1742701.375000 Penalty: 4781.912598
	Iteration 17Q: 3 clusters Score -1742701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1742723.750000 Penalty: 4781.912598
	Iteration 18Q: 3 clusters Score -1742724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1742724.750000 Penalty: 4781.912598
	Iteration 19Q: 3 clusters Score -1742725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1742727.000000 Penalty: 4781.912598
	Iteration 20F: 3 clusters Score -1742727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1742727.375000 Penalty: 4781.912598
	Iteration 21Q: 3 clusters Score -1742727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1742733.125000 Penalty: 4781.912598
	Iteration 22Q: 3 clusters Score -1742733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1742737.000000 Penalty: 4781.912598
	Iteration 23Q: 3 clusters Score -1742737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1742738.375000 Penalty: 4781.912598
	Iteration 24Q: 3 clusters Score -1742738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1742739.000000 Penalty: 4781.912598
	Iteration 25Q: 3 clusters Score -1742739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1742739.250000 Penalty: 4781.912598
	Iteration 26Q: 3 clusters Score -1742739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1742739.250000 Penalty: 4781.912598
	Iteration 27F: 3 clusters Score -1742739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -34203.605469 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -34203.61 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 164 members 
Entering Unmasked Estep 
Score: -32857.656250 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -32857.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33078.578125 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -33078.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33138.671875 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -33138.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33161.101562 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -33161.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33171.886719 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -33171.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33180.425781 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -33180.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33183.984375 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -33183.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33190.441406 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -33190.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33199.531250 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -33199.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33200.839844 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -33200.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33200.839844 Penalty: 2933.097656
	Iteration 10F: 3 clusters Score -33200.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -483690.593750 Penalty: 2090.775391
	Iteration 0F: 2 clusters Score -483690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -479400.500000 Penalty: 4181.550781
	Iteration 0F: 3 clusters Score -479400.5 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -480492.781250 Penalty: 4181.550781
	Iteration 1F: 3 clusters Score -480492.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -480855.968750 Penalty: 4181.550781
	Iteration 2F: 3 clusters Score -480856 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -481188.437500 Penalty: 4181.550781
	Iteration 3F: 3 clusters Score -481188.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -481569.281250 Penalty: 4181.550781
	Iteration 4F: 3 clusters Score -481569.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -481939.593750 Penalty: 4181.550781
	Iteration 5F: 3 clusters Score -481939.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -482285.812500 Penalty: 4181.550781
	Iteration 6F: 3 clusters Score -482285.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -482611.718750 Penalty: 4181.550781
	Iteration 7F: 3 clusters Score -482611.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -482825.187500 Penalty: 4181.550781
	Iteration 8Q: 3 clusters Score -482825.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -482948.562500 Penalty: 4181.550781
	Iteration 9Q: 3 clusters Score -482948.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -483016.218750 Penalty: 4181.550781
	Iteration 10Q: 3 clusters Score -483016.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -483052.593750 Penalty: 4181.550781
	Iteration 11Q: 3 clusters Score -483052.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -483070.718750 Penalty: 4181.550781
	Iteration 12Q: 3 clusters Score -483070.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -483081.062500 Penalty: 4181.550781
	Iteration 13Q: 3 clusters Score -483081.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -483091.125000 Penalty: 4181.550781
	Iteration 14Q: 3 clusters Score -483091.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -483099.125000 Penalty: 4181.550781
	Iteration 15Q: 3 clusters Score -483099.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -483105.343750 Penalty: 4181.550781
	Iteration 16Q: 3 clusters Score -483105.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -483109.218750 Penalty: 4181.550781
	Iteration 17Q: 3 clusters Score -483109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -483112.781250 Penalty: 4181.550781
	Iteration 18Q: 3 clusters Score -483112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -483115.906250 Penalty: 4181.550781
	Iteration 19Q: 3 clusters Score -483115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -483116.875000 Penalty: 4181.550781
	Iteration 20F: 3 clusters Score -483116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -483117.625000 Penalty: 4181.550781
	Iteration 21Q: 3 clusters Score -483117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -483118.562500 Penalty: 4181.550781
	Iteration 22Q: 3 clusters Score -483118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -483119.968750 Penalty: 4181.550781
	Iteration 23Q: 3 clusters Score -483120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -483120.468750 Penalty: 4181.550781
	Iteration 24Q: 3 clusters Score -483120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -483120.468750 Penalty: 4181.550781
	Iteration 25F: 3 clusters Score -483120.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -651620.187500 Penalty: 2157.272949
	Iteration 0F: 2 clusters Score -651620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -646485.250000 Penalty: 4314.545898
	Iteration 0F: 3 clusters Score -646485.2 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -647839.187500 Penalty: 4314.545898
	Iteration 1F: 3 clusters Score -647839.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -648118.062500 Penalty: 4314.545898
	Iteration 2F: 3 clusters Score -648118.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -648338.687500 Penalty: 4314.545898
	Iteration 3F: 3 clusters Score -648338.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -648513.062500 Penalty: 4314.545898
	Iteration 4F: 3 clusters Score -648513.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -648664.750000 Penalty: 4314.545898
	Iteration 5Q: 3 clusters Score -648664.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -648813.750000 Penalty: 4314.545898
	Iteration 6Q: 3 clusters Score -648813.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -648934.062500 Penalty: 4314.545898
	Iteration 7Q: 3 clusters Score -648934.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -649050.125000 Penalty: 4314.545898
	Iteration 8Q: 3 clusters Score -649050.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -649184.187500 Penalty: 4314.545898
	Iteration 9Q: 3 clusters Score -649184.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -649296.625000 Penalty: 4314.545898
	Iteration 10Q: 3 clusters Score -649296.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -649387.687500 Penalty: 4314.545898
	Iteration 11Q: 3 clusters Score -649387.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -649480.687500 Penalty: 4314.545898
	Iteration 12Q: 3 clusters Score -649480.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -649544.187500 Penalty: 4314.545898
	Iteration 13Q: 3 clusters Score -649544.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -649604.250000 Penalty: 4314.545898
	Iteration 14Q: 3 clusters Score -649604.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -649658.437500 Penalty: 4314.545898
	Iteration 15Q: 3 clusters Score -649658.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -649710.875000 Penalty: 4314.545898
	Iteration 16Q: 3 clusters Score -649710.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -649758.375000 Penalty: 4314.545898
	Iteration 17Q: 3 clusters Score -649758.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -649785.937500 Penalty: 4314.545898
	Iteration 18Q: 3 clusters Score -649785.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -649808.937500 Penalty: 4314.545898
	Iteration 19Q: 3 clusters Score -649808.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -649833.250000 Penalty: 4314.545898
	Iteration 20F: 3 clusters Score -649833.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -649854.625000 Penalty: 4314.545898
	Iteration 21Q: 3 clusters Score -649854.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -649874.375000 Penalty: 4314.545898
	Iteration 22Q: 3 clusters Score -649874.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -649888.750000 Penalty: 4314.545898
	Iteration 23Q: 3 clusters Score -649888.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -649898.625000 Penalty: 4314.545898
	Iteration 24Q: 3 clusters Score -649898.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -649905.000000 Penalty: 4314.545898
	Iteration 25Q: 3 clusters Score -649905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -649909.812500 Penalty: 4314.545898
	Iteration 26Q: 3 clusters Score -649909.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -649913.125000 Penalty: 4314.545898
	Iteration 27Q: 3 clusters Score -649913.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -649921.500000 Penalty: 4314.545898
	Iteration 28Q: 3 clusters Score -649921.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -649924.062500 Penalty: 4314.545898
	Iteration 29Q: 3 clusters Score -649924.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -649926.250000 Penalty: 4314.545898
	Iteration 30Q: 3 clusters Score -649926.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -649931.937500 Penalty: 4314.545898
	Iteration 31Q: 3 clusters Score -649931.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -649935.750000 Penalty: 4314.545898
	Iteration 32Q: 3 clusters Score -649935.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -649938.187500 Penalty: 4314.545898
	Iteration 33Q: 3 clusters Score -649938.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -649939.375000 Penalty: 4314.545898
	Iteration 34Q: 3 clusters Score -649939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -649942.500000 Penalty: 4314.545898
	Iteration 35Q: 3 clusters Score -649942.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -649946.312500 Penalty: 4314.545898
	Iteration 36Q: 3 clusters Score -649946.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -649950.562500 Penalty: 4314.545898
	Iteration 37Q: 3 clusters Score -649950.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -649953.437500 Penalty: 4314.545898
	Iteration 38Q: 3 clusters Score -649953.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -649955.187500 Penalty: 4314.545898
	Iteration 39Q: 3 clusters Score -649955.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -649956.875000 Penalty: 4314.545898
	Iteration 40F: 3 clusters Score -649956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -649958.750000 Penalty: 4314.545898
	Iteration 41Q: 3 clusters Score -649958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -649960.437500 Penalty: 4314.545898
	Iteration 42Q: 3 clusters Score -649960.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -649961.500000 Penalty: 4314.545898
	Iteration 43Q: 3 clusters Score -649961.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -649964.875000 Penalty: 4314.545898
	Iteration 44Q: 3 clusters Score -649964.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -649966.312500 Penalty: 4314.545898
	Iteration 45Q: 3 clusters Score -649966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -649968.687500 Penalty: 4314.545898
	Iteration 46Q: 3 clusters Score -649968.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -649970.937500 Penalty: 4314.545898
	Iteration 47Q: 3 clusters Score -649970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -649970.750000 Penalty: 4314.545898
	Iteration 48Q: 3 clusters Score -649970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -649971.500000 Penalty: 4314.545898
	Iteration 49Q: 3 clusters Score -649971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -649972.500000 Penalty: 4314.545898
	Iteration 50Q: 3 clusters Score -649972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -649974.687500 Penalty: 4314.545898
	Iteration 51Q: 3 clusters Score -649974.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -649974.750000 Penalty: 4314.545898
	Iteration 52Q: 3 clusters Score -649974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -649976.187500 Penalty: 4314.545898
	Iteration 53Q: 3 clusters Score -649976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -649976.187500 Penalty: 4314.545898
	Iteration 54F: 3 clusters Score -649976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 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 201 members 
Entering Unmasked Estep 
Score: -36480.210938 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36480.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36621.671875 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36621.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36644.113281 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36644.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36656.160156 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -36656.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36660.285156 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -36660.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36669.789062 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -36669.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36681.824219 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -36681.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36690.316406 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -36690.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36693.921875 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -36693.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36697.996094 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -36698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36700.480469 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -36700.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36701.578125 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -36701.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36701.578125 Penalty: 2920.883301
	Iteration 12F: 3 clusters Score -36701.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1331562.750000 Penalty: 2326.511475
	Iteration 0F: 2 clusters Score -1331563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1322641.250000 Penalty: 4653.022949
	Iteration 0F: 3 clusters Score -1322641 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1325370.750000 Penalty: 4653.022949
	Iteration 1F: 3 clusters Score -1325371 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1325761.875000 Penalty: 4653.022949
	Iteration 2F: 3 clusters Score -1325762 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1326097.250000 Penalty: 4653.022949
	Iteration 3F: 3 clusters Score -1326097 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1326433.500000 Penalty: 4653.022949
	Iteration 4Q: 3 clusters Score -1326434 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1326795.000000 Penalty: 4653.022949
	Iteration 5Q: 3 clusters Score -1326795 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1327160.000000 Penalty: 4653.022949
	Iteration 6Q: 3 clusters Score -1327160 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1327514.125000 Penalty: 4653.022949
	Iteration 7Q: 3 clusters Score -1327514 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1327809.250000 Penalty: 4653.022949
	Iteration 8Q: 3 clusters Score -1327809 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1328095.750000 Penalty: 4653.022949
	Iteration 9Q: 3 clusters Score -1328096 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1328369.875000 Penalty: 4653.022949
	Iteration 10Q: 3 clusters Score -1328370 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1328654.000000 Penalty: 4653.022949
	Iteration 11Q: 3 clusters Score -1328654 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1328932.500000 Penalty: 4653.022949
	Iteration 12Q: 3 clusters Score -1328932 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1329129.250000 Penalty: 4653.022949
	Iteration 13Q: 3 clusters Score -1329129 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1329298.250000 Penalty: 4653.022949
	Iteration 14Q: 3 clusters Score -1329298 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1329432.125000 Penalty: 4653.022949
	Iteration 15Q: 3 clusters Score -1329432 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1329534.625000 Penalty: 4653.022949
	Iteration 16Q: 3 clusters Score -1329535 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1329613.000000 Penalty: 4653.022949
	Iteration 17Q: 3 clusters Score -1329613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1329670.250000 Penalty: 4653.022949
	Iteration 18Q: 3 clusters Score -1329670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1329708.625000 Penalty: 4653.022949
	Iteration 19Q: 3 clusters Score -1329709 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1329734.500000 Penalty: 4653.022949
	Iteration 20F: 3 clusters Score -1329734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1329760.250000 Penalty: 4653.022949
	Iteration 21Q: 3 clusters Score -1329760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1329773.250000 Penalty: 4653.022949
	Iteration 22Q: 3 clusters Score -1329773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1329785.250000 Penalty: 4653.022949
	Iteration 23Q: 3 clusters Score -1329785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1329799.125000 Penalty: 4653.022949
	Iteration 24Q: 3 clusters Score -1329799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1329808.625000 Penalty: 4653.022949
	Iteration 25Q: 3 clusters Score -1329809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1329813.000000 Penalty: 4653.022949
	Iteration 26Q: 3 clusters Score -1329813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1329817.750000 Penalty: 4653.022949
	Iteration 27Q: 3 clusters Score -1329818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1329820.625000 Penalty: 4653.022949
	Iteration 28Q: 3 clusters Score -1329821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1329827.875000 Penalty: 4653.022949
	Iteration 29Q: 3 clusters Score -1329828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1329830.500000 Penalty: 4653.022949
	Iteration 30Q: 3 clusters Score -1329830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1329833.875000 Penalty: 4653.022949
	Iteration 31Q: 3 clusters Score -1329834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1329834.375000 Penalty: 4653.022949
	Iteration 32Q: 3 clusters Score -1329834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1329841.000000 Penalty: 4653.022949
	Iteration 33Q: 3 clusters Score -1329841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1329848.125000 Penalty: 4653.022949
	Iteration 34Q: 3 clusters Score -1329848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1329847.625000 Penalty: 4653.022949
	Iteration 35Q: 3 clusters Score -1329848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1329849.500000 Penalty: 4653.022949
	Iteration 36Q: 3 clusters Score -1329850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1329852.750000 Penalty: 4653.022949
	Iteration 37Q: 3 clusters Score -1329853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1329855.875000 Penalty: 4653.022949
	Iteration 38Q: 3 clusters Score -1329856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1329855.500000 Penalty: 4653.022949
	Iteration 39Q: 3 clusters Score -1329856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1329854.500000 Penalty: 4653.022949
	Iteration 40F: 3 clusters Score -1329854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1329856.000000 Penalty: 4653.022949
	Iteration 41Q: 3 clusters Score -1329856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1329854.625000 Penalty: 4653.022949
	Iteration 42Q: 3 clusters Score -1329855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1329855.500000 Penalty: 4653.022949
	Iteration 43Q: 3 clusters Score -1329856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1329854.125000 Penalty: 4653.022949
	Iteration 44Q: 3 clusters Score -1329854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1329856.875000 Penalty: 4653.022949
	Iteration 45Q: 3 clusters Score -1329857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1329857.000000 Penalty: 4653.022949
	Iteration 46Q: 3 clusters Score -1329857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1329860.375000 Penalty: 4653.022949
	Iteration 47Q: 3 clusters Score -1329860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1329857.500000 Penalty: 4653.022949
	Iteration 48Q: 3 clusters Score -1329858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1329861.375000 Penalty: 4653.022949
	Iteration 49Q: 3 clusters Score -1329861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1329862.875000 Penalty: 4653.022949
	Iteration 50Q: 3 clusters Score -1329863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1329866.625000 Penalty: 4653.022949
	Iteration 51Q: 3 clusters Score -1329867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1329871.875000 Penalty: 4653.022949
	Iteration 52Q: 3 clusters Score -1329872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1329874.875000 Penalty: 4653.022949
	Iteration 53Q: 3 clusters Score -1329875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1329876.875000 Penalty: 4653.022949
	Iteration 54Q: 3 clusters Score -1329877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1329880.125000 Penalty: 4653.022949
	Iteration 55Q: 3 clusters Score -1329880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1329881.875000 Penalty: 4653.022949
	Iteration 56Q: 3 clusters Score -1329882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1329885.500000 Penalty: 4653.022949
	Iteration 57Q: 3 clusters Score -1329886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1329883.625000 Penalty: 4653.022949
	Iteration 58Q: 3 clusters Score -1329884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1329884.375000 Penalty: 4653.022949
	Iteration 59Q: 3 clusters Score -1329884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1329887.625000 Penalty: 4653.022949
	Iteration 60F: 3 clusters Score -1329888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1329886.875000 Penalty: 4653.022949
	Iteration 61Q: 3 clusters Score -1329887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1329887.250000 Penalty: 4653.022949
	Iteration 62Q: 3 clusters Score -1329887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1329891.000000 Penalty: 4653.022949
	Iteration 63Q: 3 clusters Score -1329891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1329889.875000 Penalty: 4653.022949
	Iteration 64Q: 3 clusters Score -1329890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1329891.375000 Penalty: 4653.022949
	Iteration 65Q: 3 clusters Score -1329891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1329892.875000 Penalty: 4653.022949
	Iteration 66Q: 3 clusters Score -1329893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1329891.000000 Penalty: 4653.022949
	Iteration 67Q: 3 clusters Score -1329891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1329892.375000 Penalty: 4653.022949
	Iteration 68Q: 3 clusters Score -1329892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1329897.375000 Penalty: 4653.022949
	Iteration 69Q: 3 clusters Score -1329897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1329899.500000 Penalty: 4653.022949
	Iteration 70Q: 3 clusters Score -1329900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1329900.750000 Penalty: 4653.022949
	Iteration 71Q: 3 clusters Score -1329901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1329902.625000 Penalty: 4653.022949
	Iteration 72Q: 3 clusters Score -1329903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1329904.625000 Penalty: 4653.022949
	Iteration 73Q: 3 clusters Score -1329905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1329902.875000 Penalty: 4653.022949
	Iteration 74Q: 3 clusters Score -1329903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1329902.125000 Penalty: 4653.022949
	Iteration 75Q: 3 clusters Score -1329902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1329904.375000 Penalty: 4653.022949
	Iteration 76Q: 3 clusters Score -1329904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1329902.500000 Penalty: 4653.022949
	Iteration 77Q: 3 clusters Score -1329902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1329903.875000 Penalty: 4653.022949
	Iteration 78Q: 3 clusters Score -1329904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1329908.125000 Penalty: 4653.022949
	Iteration 79Q: 3 clusters Score -1329908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1329908.375000 Penalty: 4653.022949
	Iteration 80F: 3 clusters Score -1329908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1329908.500000 Penalty: 4653.022949
	Iteration 81Q: 3 clusters Score -1329908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1329907.875000 Penalty: 4653.022949
	Iteration 82Q: 3 clusters Score -1329908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1329908.625000 Penalty: 4653.022949
	Iteration 83Q: 3 clusters Score -1329909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1329908.250000 Penalty: 4653.022949
	Iteration 84Q: 3 clusters Score -1329908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1329910.250000 Penalty: 4653.022949
	Iteration 85Q: 3 clusters Score -1329910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1329910.875000 Penalty: 4653.022949
	Iteration 86Q: 3 clusters Score -1329911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1329914.625000 Penalty: 4653.022949
	Iteration 87Q: 3 clusters Score -1329915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1329915.625000 Penalty: 4653.022949
	Iteration 88Q: 3 clusters Score -1329916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1329917.375000 Penalty: 4653.022949
	Iteration 89Q: 3 clusters Score -1329917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1329918.375000 Penalty: 4653.022949
	Iteration 90Q: 3 clusters Score -1329918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1329920.125000 Penalty: 4653.022949
	Iteration 91Q: 3 clusters Score -1329920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1329920.125000 Penalty: 4653.022949
	Iteration 92F: 3 clusters Score -1329920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -475333.156250 Penalty: 2083.641846
	Iteration 0F: 2 clusters Score -475333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -471099.718750 Penalty: 4167.283691
	Iteration 0F: 3 clusters Score -471099.7 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -472173.093750 Penalty: 4167.283691
	Iteration 1F: 3 clusters Score -472173.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -472499.625000 Penalty: 4167.283691
	Iteration 2F: 3 clusters Score -472499.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -472773.906250 Penalty: 4167.283691
	Iteration 3F: 3 clusters Score -472773.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -473045.437500 Penalty: 4167.283691
	Iteration 4F: 3 clusters Score -473045.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -473323.187500 Penalty: 4167.283691
	Iteration 5F: 3 clusters Score -473323.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -473586.250000 Penalty: 4167.283691
	Iteration 6F: 3 clusters Score -473586.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -473772.281250 Penalty: 4167.283691
	Iteration 7Q: 3 clusters Score -473772.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -473888.843750 Penalty: 4167.283691
	Iteration 8Q: 3 clusters Score -473888.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -473992.281250 Penalty: 4167.283691
	Iteration 9Q: 3 clusters Score -473992.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -474079.031250 Penalty: 4167.283691
	Iteration 10Q: 3 clusters Score -474079 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -474147.125000 Penalty: 4167.283691
	Iteration 11Q: 3 clusters Score -474147.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -474197.375000 Penalty: 4167.283691
	Iteration 12Q: 3 clusters Score -474197.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -474250.500000 Penalty: 4167.283691
	Iteration 13Q: 3 clusters Score -474250.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -474304.406250 Penalty: 4167.283691
	Iteration 14Q: 3 clusters Score -474304.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -474357.718750 Penalty: 4167.283691
	Iteration 15Q: 3 clusters Score -474357.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -474406.343750 Penalty: 4167.283691
	Iteration 16Q: 3 clusters Score -474406.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -474458.000000 Penalty: 4167.283691
	Iteration 17Q: 3 clusters Score -474458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -474500.937500 Penalty: 4167.283691
	Iteration 18Q: 3 clusters Score -474500.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -474527.218750 Penalty: 4167.283691
	Iteration 19Q: 3 clusters Score -474527.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -474544.125000 Penalty: 4167.283691
	Iteration 20F: 3 clusters Score -474544.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -474559.406250 Penalty: 4167.283691
	Iteration 21Q: 3 clusters Score -474559.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -474569.093750 Penalty: 4167.283691
	Iteration 22Q: 3 clusters Score -474569.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -474577.937500 Penalty: 4167.283691
	Iteration 23Q: 3 clusters Score -474577.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -474584.750000 Penalty: 4167.283691
	Iteration 24Q: 3 clusters Score -474584.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -474590.000000 Penalty: 4167.283691
	Iteration 25Q: 3 clusters Score -474590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -474596.031250 Penalty: 4167.283691
	Iteration 26Q: 3 clusters Score -474596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -474600.718750 Penalty: 4167.283691
	Iteration 27Q: 3 clusters Score -474600.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -474607.562500 Penalty: 4167.283691
	Iteration 28Q: 3 clusters Score -474607.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -474618.000000 Penalty: 4167.283691
	Iteration 29Q: 3 clusters Score -474618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -474625.906250 Penalty: 4167.283691
	Iteration 30Q: 3 clusters Score -474625.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -474629.656250 Penalty: 4167.283691
	Iteration 31Q: 3 clusters Score -474629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -474629.812500 Penalty: 4167.283691
	Iteration 32Q: 3 clusters Score -474629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -474630.500000 Penalty: 4167.283691
	Iteration 33Q: 3 clusters Score -474630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -474632.187500 Penalty: 4167.283691
	Iteration 34Q: 3 clusters Score -474632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -474633.187500 Penalty: 4167.283691
	Iteration 35Q: 3 clusters Score -474633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -474634.281250 Penalty: 4167.283691
	Iteration 36Q: 3 clusters Score -474634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -474634.281250 Penalty: 4167.283691
	Iteration 37F: 3 clusters Score -474634.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -831130.437500 Penalty: 2209.992676
	Iteration 0F: 2 clusters Score -831130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -825042.000000 Penalty: 4419.985352
	Iteration 0F: 3 clusters Score -825042 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -826731.625000 Penalty: 4419.985352
	Iteration 1F: 3 clusters Score -826731.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -826984.562500 Penalty: 4419.985352
	Iteration 2F: 3 clusters Score -826984.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -827207.875000 Penalty: 4419.985352
	Iteration 3F: 3 clusters Score -827207.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -827477.125000 Penalty: 4419.985352
	Iteration 4Q: 3 clusters Score -827477.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -827847.000000 Penalty: 4419.985352
	Iteration 5F: 3 clusters Score -827847 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -828246.312500 Penalty: 4419.985352
	Iteration 6F: 3 clusters Score -828246.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -828608.062500 Penalty: 4419.985352
	Iteration 7F: 3 clusters Score -828608.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -828973.812500 Penalty: 4419.985352
	Iteration 8F: 3 clusters Score -828973.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -829333.125000 Penalty: 4419.985352
	Iteration 9F: 3 clusters Score -829333.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -829674.437500 Penalty: 4419.985352
	Iteration 10Q: 3 clusters Score -829674.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -829954.750000 Penalty: 4419.985352
	Iteration 11Q: 3 clusters Score -829954.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -830157.125000 Penalty: 4419.985352
	Iteration 12Q: 3 clusters Score -830157.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -830320.375000 Penalty: 4419.985352
	Iteration 13Q: 3 clusters Score -830320.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -830456.125000 Penalty: 4419.985352
	Iteration 14Q: 3 clusters Score -830456.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -830555.125000 Penalty: 4419.985352
	Iteration 15Q: 3 clusters Score -830555.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -830627.687500 Penalty: 4419.985352
	Iteration 16Q: 3 clusters Score -830627.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -830673.687500 Penalty: 4419.985352
	Iteration 17Q: 3 clusters Score -830673.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -830705.687500 Penalty: 4419.985352
	Iteration 18Q: 3 clusters Score -830705.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -830716.187500 Penalty: 4419.985352
	Iteration 19Q: 3 clusters Score -830716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -830727.375000 Penalty: 4419.985352
	Iteration 20F: 3 clusters Score -830727.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -830742.062500 Penalty: 4419.985352
	Iteration 21Q: 3 clusters Score -830742.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -830764.750000 Penalty: 4419.985352
	Iteration 22Q: 3 clusters Score -830764.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -830777.062500 Penalty: 4419.985352
	Iteration 23Q: 3 clusters Score -830777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -830783.125000 Penalty: 4419.985352
	Iteration 24Q: 3 clusters Score -830783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -830790.625000 Penalty: 4419.985352
	Iteration 25Q: 3 clusters Score -830790.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -830801.375000 Penalty: 4419.985352
	Iteration 26Q: 3 clusters Score -830801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -830810.250000 Penalty: 4419.985352
	Iteration 27Q: 3 clusters Score -830810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -830813.812500 Penalty: 4419.985352
	Iteration 28Q: 3 clusters Score -830813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -830817.750000 Penalty: 4419.985352
	Iteration 29Q: 3 clusters Score -830817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -830817.750000 Penalty: 4419.985352
	Iteration 30F: 3 clusters Score -830817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Entering Unmasked Estep 
Score: -1492811.125000 Penalty: 2355.354492
	Iteration 0F: 2 clusters Score -1492811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1483032.875000 Penalty: 4710.708984
	Iteration 0F: 3 clusters Score -1483033 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1486255.500000 Penalty: 4710.708984
	Iteration 1F: 3 clusters Score -1486256 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1486784.250000 Penalty: 4710.708984
	Iteration 2F: 3 clusters Score -1486784 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1487257.125000 Penalty: 4710.708984
	Iteration 3F: 3 clusters Score -1487257 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1487623.000000 Penalty: 4710.708984
	Iteration 4F: 3 clusters Score -1487623 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1487909.875000 Penalty: 4710.708984
	Iteration 5Q: 3 clusters Score -1487910 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1488161.375000 Penalty: 4710.708984
	Iteration 6Q: 3 clusters Score -1488161 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1488379.875000 Penalty: 4710.708984
	Iteration 7Q: 3 clusters Score -1488380 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1488593.500000 Penalty: 4710.708984
	Iteration 8Q: 3 clusters Score -1488594 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1488793.500000 Penalty: 4710.708984
	Iteration 9Q: 3 clusters Score -1488794 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1488955.250000 Penalty: 4710.708984
	Iteration 10Q: 3 clusters Score -1488955 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1489111.625000 Penalty: 4710.708984
	Iteration 11Q: 3 clusters Score -1489112 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1489264.875000 Penalty: 4710.708984
	Iteration 12Q: 3 clusters Score -1489265 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1489413.000000 Penalty: 4710.708984
	Iteration 13Q: 3 clusters Score -1489413 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1489555.875000 Penalty: 4710.708984
	Iteration 14Q: 3 clusters Score -1489556 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1489729.125000 Penalty: 4710.708984
	Iteration 15Q: 3 clusters Score -1489729 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1489871.875000 Penalty: 4710.708984
	Iteration 16Q: 3 clusters Score -1489872 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1489999.000000 Penalty: 4710.708984
	Iteration 17Q: 3 clusters Score -1489999 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1490111.000000 Penalty: 4710.708984
	Iteration 18Q: 3 clusters Score -1490111 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1490191.875000 Penalty: 4710.708984
	Iteration 19Q: 3 clusters Score -1490192 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1490246.000000 Penalty: 4710.708984
	Iteration 20F: 3 clusters Score -1490246 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1490295.000000 Penalty: 4710.708984
	Iteration 21Q: 3 clusters Score -1490295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1490325.250000 Penalty: 4710.708984
	Iteration 22Q: 3 clusters Score -1490325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1490363.750000 Penalty: 4710.708984
	Iteration 23Q: 3 clusters Score -1490364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1490386.250000 Penalty: 4710.708984
	Iteration 24Q: 3 clusters Score -1490386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1490406.250000 Penalty: 4710.708984
	Iteration 25Q: 3 clusters Score -1490406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1490416.375000 Penalty: 4710.708984
	Iteration 26Q: 3 clusters Score -1490416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1490426.625000 Penalty: 4710.708984
	Iteration 27Q: 3 clusters Score -1490427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1490435.375000 Penalty: 4710.708984
	Iteration 28Q: 3 clusters Score -1490435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1490441.375000 Penalty: 4710.708984
	Iteration 29Q: 3 clusters Score -1490441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1490447.125000 Penalty: 4710.708984
	Iteration 30Q: 3 clusters Score -1490447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1490457.375000 Penalty: 4710.708984
	Iteration 31Q: 3 clusters Score -1490457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1490458.625000 Penalty: 4710.708984
	Iteration 32Q: 3 clusters Score -1490459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1490464.750000 Penalty: 4710.708984
	Iteration 33Q: 3 clusters Score -1490465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1490472.125000 Penalty: 4710.708984
	Iteration 34Q: 3 clusters Score -1490472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1490489.125000 Penalty: 4710.708984
	Iteration 35Q: 3 clusters Score -1490489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1490497.500000 Penalty: 4710.708984
	Iteration 36Q: 3 clusters Score -1490498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1490503.250000 Penalty: 4710.708984
	Iteration 37Q: 3 clusters Score -1490503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1490511.875000 Penalty: 4710.708984
	Iteration 38Q: 3 clusters Score -1490512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1490524.500000 Penalty: 4710.708984
	Iteration 39Q: 3 clusters Score -1490524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1490532.125000 Penalty: 4710.708984
	Iteration 40F: 3 clusters Score -1490532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1490538.000000 Penalty: 4710.708984
	Iteration 41Q: 3 clusters Score -1490538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1490549.500000 Penalty: 4710.708984
	Iteration 42Q: 3 clusters Score -1490550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1490554.750000 Penalty: 4710.708984
	Iteration 43Q: 3 clusters Score -1490555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1490562.250000 Penalty: 4710.708984
	Iteration 44Q: 3 clusters Score -1490562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1490568.875000 Penalty: 4710.708984
	Iteration 45Q: 3 clusters Score -1490569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1490571.875000 Penalty: 4710.708984
	Iteration 46Q: 3 clusters Score -1490572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1490583.875000 Penalty: 4710.708984
	Iteration 47Q: 3 clusters Score -1490584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1490585.875000 Penalty: 4710.708984
	Iteration 48Q: 3 clusters Score -1490586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1490592.250000 Penalty: 4710.708984
	Iteration 49Q: 3 clusters Score -1490592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1490600.250000 Penalty: 4710.708984
	Iteration 50Q: 3 clusters Score -1490600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1490593.625000 Penalty: 4710.708984
	Iteration 51Q: 3 clusters Score -1490594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1490600.875000 Penalty: 4710.708984
	Iteration 52Q: 3 clusters Score -1490601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1490609.875000 Penalty: 4710.708984
	Iteration 53Q: 3 clusters Score -1490610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1490608.125000 Penalty: 4710.708984
	Iteration 54Q: 3 clusters Score -1490608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1490608.500000 Penalty: 4710.708984
	Iteration 55Q: 3 clusters Score -1490608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1490614.875000 Penalty: 4710.708984
	Iteration 56Q: 3 clusters Score -1490615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1490615.500000 Penalty: 4710.708984
	Iteration 57Q: 3 clusters Score -1490616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1490615.875000 Penalty: 4710.708984
	Iteration 58Q: 3 clusters Score -1490616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1490620.250000 Penalty: 4710.708984
	Iteration 59Q: 3 clusters Score -1490620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1490628.500000 Penalty: 4710.708984
	Iteration 60F: 3 clusters Score -1490628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1490628.250000 Penalty: 4710.708984
	Iteration 61Q: 3 clusters Score -1490628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1490631.500000 Penalty: 4710.708984
	Iteration 62Q: 3 clusters Score -1490632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1490637.125000 Penalty: 4710.708984
	Iteration 63Q: 3 clusters Score -1490637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1490639.250000 Penalty: 4710.708984
	Iteration 64Q: 3 clusters Score -1490639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1490639.000000 Penalty: 4710.708984
	Iteration 65Q: 3 clusters Score -1490639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1490642.375000 Penalty: 4710.708984
	Iteration 66Q: 3 clusters Score -1490642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1490653.000000 Penalty: 4710.708984
	Iteration 67Q: 3 clusters Score -1490653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1490651.625000 Penalty: 4710.708984
	Iteration 68Q: 3 clusters Score -1490652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1490658.625000 Penalty: 4710.708984
	Iteration 69Q: 3 clusters Score -1490659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1490661.625000 Penalty: 4710.708984
	Iteration 70Q: 3 clusters Score -1490662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1490658.625000 Penalty: 4710.708984
	Iteration 71Q: 3 clusters Score -1490659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1490663.000000 Penalty: 4710.708984
	Iteration 72Q: 3 clusters Score -1490663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1490663.125000 Penalty: 4710.708984
	Iteration 73Q: 3 clusters Score -1490663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1490672.375000 Penalty: 4710.708984
	Iteration 74Q: 3 clusters Score -1490672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1490676.000000 Penalty: 4710.708984
	Iteration 75Q: 3 clusters Score -1490676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1490681.750000 Penalty: 4710.708984
	Iteration 76Q: 3 clusters Score -1490682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1490685.750000 Penalty: 4710.708984
	Iteration 77Q: 3 clusters Score -1490686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1490693.750000 Penalty: 4710.708984
	Iteration 78Q: 3 clusters Score -1490694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1490698.125000 Penalty: 4710.708984
	Iteration 79Q: 3 clusters Score -1490698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1490712.625000 Penalty: 4710.708984
	Iteration 80F: 3 clusters Score -1490713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1490711.500000 Penalty: 4710.708984
	Iteration 81Q: 3 clusters Score -1490712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1490712.375000 Penalty: 4710.708984
	Iteration 82Q: 3 clusters Score -1490712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1490717.875000 Penalty: 4710.708984
	Iteration 83Q: 3 clusters Score -1490718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1490724.500000 Penalty: 4710.708984
	Iteration 84Q: 3 clusters Score -1490724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1490728.000000 Penalty: 4710.708984
	Iteration 85Q: 3 clusters Score -1490728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1490735.125000 Penalty: 4710.708984
	Iteration 86Q: 3 clusters Score -1490735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1490735.125000 Penalty: 4710.708984
	Iteration 87Q: 3 clusters Score -1490735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1490743.875000 Penalty: 4710.708984
	Iteration 88Q: 3 clusters Score -1490744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1490742.000000 Penalty: 4710.708984
	Iteration 89Q: 3 clusters Score -1490742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1490749.125000 Penalty: 4710.708984
	Iteration 90Q: 3 clusters Score -1490749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1490751.750000 Penalty: 4710.708984
	Iteration 91Q: 3 clusters Score -1490752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1490759.500000 Penalty: 4710.708984
	Iteration 92Q: 3 clusters Score -1490760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1490762.375000 Penalty: 4710.708984
	Iteration 93Q: 3 clusters Score -1490762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1490766.375000 Penalty: 4710.708984
	Iteration 94Q: 3 clusters Score -1490766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1490770.000000 Penalty: 4710.708984
	Iteration 95Q: 3 clusters Score -1490770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1490774.250000 Penalty: 4710.708984
	Iteration 96Q: 3 clusters Score -1490774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1490782.500000 Penalty: 4710.708984
	Iteration 97Q: 3 clusters Score -1490782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1490789.000000 Penalty: 4710.708984
	Iteration 98Q: 3 clusters Score -1490789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1490802.125000 Penalty: 4710.708984
	Iteration 99Q: 3 clusters Score -1490802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1490813.125000 Penalty: 4710.708984
	Iteration 100F: 3 clusters Score -1490813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1490828.125000 Penalty: 4710.708984
	Iteration 101Q: 3 clusters Score -1490828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1490836.000000 Penalty: 4710.708984
	Iteration 102Q: 3 clusters Score -1490836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1490847.750000 Penalty: 4710.708984
	Iteration 103Q: 3 clusters Score -1490848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1490851.375000 Penalty: 4710.708984
	Iteration 104Q: 3 clusters Score -1490851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1490867.625000 Penalty: 4710.708984
	Iteration 105Q: 3 clusters Score -1490868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1490886.625000 Penalty: 4710.708984
	Iteration 106Q: 3 clusters Score -1490887 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1490895.875000 Penalty: 4710.708984
	Iteration 107Q: 3 clusters Score -1490896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1490914.750000 Penalty: 4710.708984
	Iteration 108Q: 3 clusters Score -1490915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1490923.375000 Penalty: 4710.708984
	Iteration 109Q: 3 clusters Score -1490923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1490938.375000 Penalty: 4710.708984
	Iteration 110Q: 3 clusters Score -1490938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1490955.750000 Penalty: 4710.708984
	Iteration 111Q: 3 clusters Score -1490956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1490981.125000 Penalty: 4710.708984
	Iteration 112Q: 3 clusters Score -1490981 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1491003.750000 Penalty: 4710.708984
	Iteration 113Q: 3 clusters Score -1491004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1491026.000000 Penalty: 4710.708984
	Iteration 114Q: 3 clusters Score -1491026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1491037.125000 Penalty: 4710.708984
	Iteration 115Q: 3 clusters Score -1491037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1491069.500000 Penalty: 4710.708984
	Iteration 116Q: 3 clusters Score -1491070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1491087.875000 Penalty: 4710.708984
	Iteration 117Q: 3 clusters Score -1491088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1491106.125000 Penalty: 4710.708984
	Iteration 118Q: 3 clusters Score -1491106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1491131.250000 Penalty: 4710.708984
	Iteration 119Q: 3 clusters Score -1491131 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1491153.125000 Penalty: 4710.708984
	Iteration 120F: 3 clusters Score -1491153 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1491177.375000 Penalty: 4710.708984
	Iteration 121Q: 3 clusters Score -1491177 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1491206.750000 Penalty: 4710.708984
	Iteration 122Q: 3 clusters Score -1491207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1491233.375000 Penalty: 4710.708984
	Iteration 123Q: 3 clusters Score -1491233 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1491259.125000 Penalty: 4710.708984
	Iteration 124Q: 3 clusters Score -1491259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1491279.750000 Penalty: 4710.708984
	Iteration 125Q: 3 clusters Score -1491280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1491298.750000 Penalty: 4710.708984
	Iteration 126Q: 3 clusters Score -1491299 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1491310.250000 Penalty: 4710.708984
	Iteration 127Q: 3 clusters Score -1491310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1491326.375000 Penalty: 4710.708984
	Iteration 128Q: 3 clusters Score -1491326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1491335.000000 Penalty: 4710.708984
	Iteration 129Q: 3 clusters Score -1491335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1491351.250000 Penalty: 4710.708984
	Iteration 130Q: 3 clusters Score -1491351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1491358.000000 Penalty: 4710.708984
	Iteration 131Q: 3 clusters Score -1491358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1491360.125000 Penalty: 4710.708984
	Iteration 132Q: 3 clusters Score -1491360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1491361.500000 Penalty: 4710.708984
	Iteration 133Q: 3 clusters Score -1491362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1491368.500000 Penalty: 4710.708984
	Iteration 134Q: 3 clusters Score -1491368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1491369.750000 Penalty: 4710.708984
	Iteration 135Q: 3 clusters Score -1491370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1491373.750000 Penalty: 4710.708984
	Iteration 136Q: 3 clusters Score -1491374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1491377.875000 Penalty: 4710.708984
	Iteration 137Q: 3 clusters Score -1491378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1491377.875000 Penalty: 4710.708984
	Iteration 138Q: 3 clusters Score -1491378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1491379.625000 Penalty: 4710.708984
	Iteration 139Q: 3 clusters Score -1491380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1491382.000000 Penalty: 4710.708984
	Iteration 140F: 3 clusters Score -1491382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1491383.250000 Penalty: 4710.708984
	Iteration 141Q: 3 clusters Score -1491383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1491381.375000 Penalty: 4710.708984
	Iteration 142Q: 3 clusters Score -1491381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1491380.500000 Penalty: 4710.708984
	Iteration 143Q: 3 clusters Score -1491380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1491381.875000 Penalty: 4710.708984
	Iteration 144Q: 3 clusters Score -1491382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1491381.875000 Penalty: 4710.708984
	Iteration 145F: 3 clusters Score -1491382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -602070.250000 Penalty: 2137.653076
	Iteration 0F: 2 clusters Score -602070.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -597252.875000 Penalty: 4275.306152
	Iteration 0F: 3 clusters Score -597252.9 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -598498.812500 Penalty: 4275.306152
	Iteration 1F: 3 clusters Score -598498.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -598720.812500 Penalty: 4275.306152
	Iteration 2F: 3 clusters Score -598720.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -598841.687500 Penalty: 4275.306152
	Iteration 3Q: 3 clusters Score -598841.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -598934.312500 Penalty: 4275.306152
	Iteration 4Q: 3 clusters Score -598934.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -599007.312500 Penalty: 4275.306152
	Iteration 5Q: 3 clusters Score -599007.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -599063.812500 Penalty: 4275.306152
	Iteration 6Q: 3 clusters Score -599063.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -599106.625000 Penalty: 4275.306152
	Iteration 7Q: 3 clusters Score -599106.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -599145.062500 Penalty: 4275.306152
	Iteration 8Q: 3 clusters Score -599145.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -599184.187500 Penalty: 4275.306152
	Iteration 9Q: 3 clusters Score -599184.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -599221.062500 Penalty: 4275.306152
	Iteration 10Q: 3 clusters Score -599221.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -599267.937500 Penalty: 4275.306152
	Iteration 11Q: 3 clusters Score -599267.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -599314.062500 Penalty: 4275.306152
	Iteration 12Q: 3 clusters Score -599314.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -599346.000000 Penalty: 4275.306152
	Iteration 13Q: 3 clusters Score -599346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -599380.125000 Penalty: 4275.306152
	Iteration 14Q: 3 clusters Score -599380.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -599421.437500 Penalty: 4275.306152
	Iteration 15Q: 3 clusters Score -599421.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -599460.750000 Penalty: 4275.306152
	Iteration 16Q: 3 clusters Score -599460.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -599501.875000 Penalty: 4275.306152
	Iteration 17Q: 3 clusters Score -599501.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -599545.625000 Penalty: 4275.306152
	Iteration 18Q: 3 clusters Score -599545.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -599596.875000 Penalty: 4275.306152
	Iteration 19Q: 3 clusters Score -599596.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -599660.250000 Penalty: 4275.306152
	Iteration 20F: 3 clusters Score -599660.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -599719.437500 Penalty: 4275.306152
	Iteration 21Q: 3 clusters Score -599719.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -599768.187500 Penalty: 4275.306152
	Iteration 22Q: 3 clusters Score -599768.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -599808.562500 Penalty: 4275.306152
	Iteration 23Q: 3 clusters Score -599808.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -599856.500000 Penalty: 4275.306152
	Iteration 24Q: 3 clusters Score -599856.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -599896.187500 Penalty: 4275.306152
	Iteration 25Q: 3 clusters Score -599896.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -599935.687500 Penalty: 4275.306152
	Iteration 26Q: 3 clusters Score -599935.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -599969.062500 Penalty: 4275.306152
	Iteration 27Q: 3 clusters Score -599969.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -599996.750000 Penalty: 4275.306152
	Iteration 28Q: 3 clusters Score -599996.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -600021.250000 Penalty: 4275.306152
	Iteration 29Q: 3 clusters Score -600021.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -600044.687500 Penalty: 4275.306152
	Iteration 30Q: 3 clusters Score -600044.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -600066.750000 Penalty: 4275.306152
	Iteration 31Q: 3 clusters Score -600066.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -600086.875000 Penalty: 4275.306152
	Iteration 32Q: 3 clusters Score -600086.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -600115.750000 Penalty: 4275.306152
	Iteration 33Q: 3 clusters Score -600115.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -600140.750000 Penalty: 4275.306152
	Iteration 34Q: 3 clusters Score -600140.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -600164.875000 Penalty: 4275.306152
	Iteration 35Q: 3 clusters Score -600164.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -600188.937500 Penalty: 4275.306152
	Iteration 36Q: 3 clusters Score -600188.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -600210.187500 Penalty: 4275.306152
	Iteration 37Q: 3 clusters Score -600210.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -600222.625000 Penalty: 4275.306152
	Iteration 38Q: 3 clusters Score -600222.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -600236.250000 Penalty: 4275.306152
	Iteration 39Q: 3 clusters Score -600236.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -600250.937500 Penalty: 4275.306152
	Iteration 40F: 3 clusters Score -600250.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -600259.375000 Penalty: 4275.306152
	Iteration 41Q: 3 clusters Score -600259.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -600266.000000 Penalty: 4275.306152
	Iteration 42Q: 3 clusters Score -600266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -600273.250000 Penalty: 4275.306152
	Iteration 43Q: 3 clusters Score -600273.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -600279.687500 Penalty: 4275.306152
	Iteration 44Q: 3 clusters Score -600279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -600282.687500 Penalty: 4275.306152
	Iteration 45Q: 3 clusters Score -600282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -600284.625000 Penalty: 4275.306152
	Iteration 46Q: 3 clusters Score -600284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -600287.687500 Penalty: 4275.306152
	Iteration 47Q: 3 clusters Score -600287.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -600291.125000 Penalty: 4275.306152
	Iteration 48Q: 3 clusters Score -600291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -600295.437500 Penalty: 4275.306152
	Iteration 49Q: 3 clusters Score -600295.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -600298.875000 Penalty: 4275.306152
	Iteration 50Q: 3 clusters Score -600298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -600305.000000 Penalty: 4275.306152
	Iteration 51Q: 3 clusters Score -600305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -600311.062500 Penalty: 4275.306152
	Iteration 52Q: 3 clusters Score -600311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -600312.437500 Penalty: 4275.306152
	Iteration 53Q: 3 clusters Score -600312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -600314.937500 Penalty: 4275.306152
	Iteration 54Q: 3 clusters Score -600314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -600315.375000 Penalty: 4275.306152
	Iteration 55Q: 3 clusters Score -600315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -600315.125000 Penalty: 4275.306152
	Iteration 56Q: 3 clusters Score -600315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -600315.125000 Penalty: 4275.306152
	Iteration 57F: 3 clusters Score -600315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Entering Unmasked Estep 
Score: -1901685.625000 Penalty: 2428.401611
	Iteration 0F: 2 clusters Score -1901686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1889018.625000 Penalty: 4856.803223
	Iteration 0F: 3 clusters Score -1889019 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1893561.375000 Penalty: 4856.803223
	Iteration 1F: 3 clusters Score -1893561 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1894469.500000 Penalty: 4856.803223
	Iteration 2F: 3 clusters Score -1894470 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1895551.625000 Penalty: 4856.803223
	Iteration 3F: 3 clusters Score -1895552 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1896781.375000 Penalty: 4856.803223
	Iteration 4F: 3 clusters Score -1896781 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1897838.000000 Penalty: 4856.803223
	Iteration 5F: 3 clusters Score -1897838 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1898700.000000 Penalty: 4856.803223
	Iteration 6F: 3 clusters Score -1898700 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1899334.000000 Penalty: 4856.803223
	Iteration 7Q: 3 clusters Score -1899334 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1899841.000000 Penalty: 4856.803223
	Iteration 8Q: 3 clusters Score -1899841 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1900270.750000 Penalty: 4856.803223
	Iteration 9Q: 3 clusters Score -1900271 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1900570.500000 Penalty: 4856.803223
	Iteration 10Q: 3 clusters Score -1900570 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1900726.250000 Penalty: 4856.803223
	Iteration 11Q: 3 clusters Score -1900726 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1900812.625000 Penalty: 4856.803223
	Iteration 12Q: 3 clusters Score -1900813 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1900860.250000 Penalty: 4856.803223
	Iteration 13Q: 3 clusters Score -1900860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1900896.250000 Penalty: 4856.803223
	Iteration 14Q: 3 clusters Score -1900896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1900922.375000 Penalty: 4856.803223
	Iteration 15Q: 3 clusters Score -1900922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1900942.250000 Penalty: 4856.803223
	Iteration 16Q: 3 clusters Score -1900942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1900971.125000 Penalty: 4856.803223
	Iteration 17Q: 3 clusters Score -1900971 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1900982.375000 Penalty: 4856.803223
	Iteration 18Q: 3 clusters Score -1900982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1901003.250000 Penalty: 4856.803223
	Iteration 19Q: 3 clusters Score -1901003 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1901020.375000 Penalty: 4856.803223
	Iteration 20F: 3 clusters Score -1901020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1901041.875000 Penalty: 4856.803223
	Iteration 21Q: 3 clusters Score -1901042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1901069.875000 Penalty: 4856.803223
	Iteration 22Q: 3 clusters Score -1901070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1901092.875000 Penalty: 4856.803223
	Iteration 23Q: 3 clusters Score -1901093 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1901127.625000 Penalty: 4856.803223
	Iteration 24Q: 3 clusters Score -1901128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1901156.250000 Penalty: 4856.803223
	Iteration 25Q: 3 clusters Score -1901156 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1901180.250000 Penalty: 4856.803223
	Iteration 26Q: 3 clusters Score -1901180 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1901227.375000 Penalty: 4856.803223
	Iteration 27Q: 3 clusters Score -1901227 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1901288.500000 Penalty: 4856.803223
	Iteration 28Q: 3 clusters Score -1901288 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1901359.625000 Penalty: 4856.803223
	Iteration 29Q: 3 clusters Score -1901360 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1901435.375000 Penalty: 4856.803223
	Iteration 30Q: 3 clusters Score -1901435 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1901511.125000 Penalty: 4856.803223
	Iteration 31Q: 3 clusters Score -1901511 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1901596.250000 Penalty: 4856.803223
	Iteration 32Q: 3 clusters Score -1901596 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1901659.375000 Penalty: 4856.803223
	Iteration 33Q: 3 clusters Score -1901659 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1901717.500000 Penalty: 4856.803223
	Iteration 34Q: 3 clusters Score -1901718 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1901771.500000 Penalty: 4856.803223
	Iteration 35Q: 3 clusters Score -1901772 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1901809.875000 Penalty: 4856.803223
	Iteration 36Q: 3 clusters Score -1901810 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1901849.250000 Penalty: 4856.803223
	Iteration 37Q: 3 clusters Score -1901849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1901871.750000 Penalty: 4856.803223
	Iteration 38Q: 3 clusters Score -1901872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1901891.250000 Penalty: 4856.803223
	Iteration 39Q: 3 clusters Score -1901891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1901914.875000 Penalty: 4856.803223
	Iteration 40F: 3 clusters Score -1901915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1901941.000000 Penalty: 4856.803223
	Iteration 41Q: 3 clusters Score -1901941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1901953.625000 Penalty: 4856.803223
	Iteration 42Q: 3 clusters Score -1901954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1901973.375000 Penalty: 4856.803223
	Iteration 43Q: 3 clusters Score -1901973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1901980.625000 Penalty: 4856.803223
	Iteration 44Q: 3 clusters Score -1901981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1901991.125000 Penalty: 4856.803223
	Iteration 45Q: 3 clusters Score -1901991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1901995.250000 Penalty: 4856.803223
	Iteration 46Q: 3 clusters Score -1901995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1902001.000000 Penalty: 4856.803223
	Iteration 47Q: 3 clusters Score -1902001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1902006.375000 Penalty: 4856.803223
	Iteration 48Q: 3 clusters Score -1902006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1902005.875000 Penalty: 4856.803223
	Iteration 49Q: 3 clusters Score -1902006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1902005.625000 Penalty: 4856.803223
	Iteration 50Q: 3 clusters Score -1902006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1902013.875000 Penalty: 4856.803223
	Iteration 51Q: 3 clusters Score -1902014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1902018.875000 Penalty: 4856.803223
	Iteration 52Q: 3 clusters Score -1902019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1902018.000000 Penalty: 4856.803223
	Iteration 53Q: 3 clusters Score -1902018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1902017.250000 Penalty: 4856.803223
	Iteration 54Q: 3 clusters Score -1902017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1902015.625000 Penalty: 4856.803223
	Iteration 55Q: 3 clusters Score -1902016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1902023.625000 Penalty: 4856.803223
	Iteration 56Q: 3 clusters Score -1902024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1902019.625000 Penalty: 4856.803223
	Iteration 57Q: 3 clusters Score -1902020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1902018.375000 Penalty: 4856.803223
	Iteration 58Q: 3 clusters Score -1902018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1902018.625000 Penalty: 4856.803223
	Iteration 59Q: 3 clusters Score -1902019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1902017.500000 Penalty: 4856.803223
	Iteration 60F: 3 clusters Score -1902018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1902024.750000 Penalty: 4856.803223
	Iteration 61Q: 3 clusters Score -1902025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1902021.000000 Penalty: 4856.803223
	Iteration 62Q: 3 clusters Score -1902021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1902020.250000 Penalty: 4856.803223
	Iteration 63Q: 3 clusters Score -1902020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1902019.000000 Penalty: 4856.803223
	Iteration 64Q: 3 clusters Score -1902019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1902022.750000 Penalty: 4856.803223
	Iteration 65Q: 3 clusters Score -1902023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1902021.625000 Penalty: 4856.803223
	Iteration 66Q: 3 clusters Score -1902022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1902022.625000 Penalty: 4856.803223
	Iteration 67Q: 3 clusters Score -1902023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1902023.875000 Penalty: 4856.803223
	Iteration 68Q: 3 clusters Score -1902024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1902019.625000 Penalty: 4856.803223
	Iteration 69Q: 3 clusters Score -1902020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1902022.750000 Penalty: 4856.803223
	Iteration 70Q: 3 clusters Score -1902023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1902024.500000 Penalty: 4856.803223
	Iteration 71Q: 3 clusters Score -1902024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1902024.625000 Penalty: 4856.803223
	Iteration 72Q: 3 clusters Score -1902025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1902025.000000 Penalty: 4856.803223
	Iteration 73Q: 3 clusters Score -1902025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1902025.000000 Penalty: 4856.803223
	Iteration 74F: 3 clusters Score -1902025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7415 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 6458 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24591 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22554 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18672 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 38596 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43157 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9397 members 
Mstep: Class 64 contains 11431 members 
Entering Unmasked Estep 
Score: -139284736.000000 Penalty: 223341.859375
Splitting cluster 44 changes total score from -139285424.000000 to -139284736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -113939.351562 Penalty: 1727.574097
	Iteration 0F: 2 clusters Score -113939.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112010.242188 Penalty: 3455.148193
	Iteration 0F: 3 clusters Score -112010.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112411.210938 Penalty: 3455.148193
	Iteration 1F: 3 clusters Score -112411.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112549.312500 Penalty: 3455.148193
	Iteration 2F: 3 clusters Score -112549.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112621.445312 Penalty: 3455.148193
	Iteration 3Q: 3 clusters Score -112621.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112682.882812 Penalty: 3455.148193
	Iteration 4Q: 3 clusters Score -112682.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112709.601562 Penalty: 3455.148193
	Iteration 5Q: 3 clusters Score -112709.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112730.093750 Penalty: 3455.148193
	Iteration 6Q: 3 clusters Score -112730.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112742.406250 Penalty: 3455.148193
	Iteration 7Q: 3 clusters Score -112742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112750.515625 Penalty: 3455.148193
	Iteration 8Q: 3 clusters Score -112750.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112757.148438 Penalty: 3455.148193
	Iteration 9Q: 3 clusters Score -112757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112759.953125 Penalty: 3455.148193
	Iteration 10Q: 3 clusters Score -112760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112761.234375 Penalty: 3455.148193
	Iteration 11Q: 3 clusters Score -112761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112761.234375 Penalty: 3455.148193
	Iteration 12F: 3 clusters Score -112761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Entering Unmasked Estep 
Score: -776804.687500 Penalty: 2188.483643
	Iteration 0F: 2 clusters Score -776804.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -771153.750000 Penalty: 4376.967285
	Iteration 0F: 3 clusters Score -771153.8 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -772549.687500 Penalty: 4376.967285
	Iteration 1F: 3 clusters Score -772549.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -772779.062500 Penalty: 4376.967285
	Iteration 2F: 3 clusters Score -772779.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -772948.875000 Penalty: 4376.967285
	Iteration 3F: 3 clusters Score -772948.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -773083.187500 Penalty: 4376.967285
	Iteration 4Q: 3 clusters Score -773083.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -773181.062500 Penalty: 4376.967285
	Iteration 5Q: 3 clusters Score -773181.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -773257.125000 Penalty: 4376.967285
	Iteration 6Q: 3 clusters Score -773257.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -773320.125000 Penalty: 4376.967285
	Iteration 7Q: 3 clusters Score -773320.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -773372.562500 Penalty: 4376.967285
	Iteration 8Q: 3 clusters Score -773372.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -773421.062500 Penalty: 4376.967285
	Iteration 9Q: 3 clusters Score -773421.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -773469.312500 Penalty: 4376.967285
	Iteration 10Q: 3 clusters Score -773469.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -773514.500000 Penalty: 4376.967285
	Iteration 11Q: 3 clusters Score -773514.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -773570.937500 Penalty: 4376.967285
	Iteration 12Q: 3 clusters Score -773570.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -773621.937500 Penalty: 4376.967285
	Iteration 13Q: 3 clusters Score -773621.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -773675.062500 Penalty: 4376.967285
	Iteration 14Q: 3 clusters Score -773675.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -773724.500000 Penalty: 4376.967285
	Iteration 15Q: 3 clusters Score -773724.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -773792.375000 Penalty: 4376.967285
	Iteration 16Q: 3 clusters Score -773792.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -773863.500000 Penalty: 4376.967285
	Iteration 17Q: 3 clusters Score -773863.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -773929.062500 Penalty: 4376.967285
	Iteration 18Q: 3 clusters Score -773929.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -773993.750000 Penalty: 4376.967285
	Iteration 19Q: 3 clusters Score -773993.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -774057.812500 Penalty: 4376.967285
	Iteration 20F: 3 clusters Score -774057.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -774130.562500 Penalty: 4376.967285
	Iteration 21Q: 3 clusters Score -774130.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -774205.062500 Penalty: 4376.967285
	Iteration 22Q: 3 clusters Score -774205.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -774272.875000 Penalty: 4376.967285
	Iteration 23Q: 3 clusters Score -774272.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -774328.687500 Penalty: 4376.967285
	Iteration 24Q: 3 clusters Score -774328.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -774390.562500 Penalty: 4376.967285
	Iteration 25Q: 3 clusters Score -774390.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -774452.687500 Penalty: 4376.967285
	Iteration 26Q: 3 clusters Score -774452.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -774510.062500 Penalty: 4376.967285
	Iteration 27Q: 3 clusters Score -774510.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -774576.687500 Penalty: 4376.967285
	Iteration 28Q: 3 clusters Score -774576.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -774641.437500 Penalty: 4376.967285
	Iteration 29Q: 3 clusters Score -774641.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -774693.500000 Penalty: 4376.967285
	Iteration 30Q: 3 clusters Score -774693.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -774734.812500 Penalty: 4376.967285
	Iteration 31Q: 3 clusters Score -774734.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -774775.000000 Penalty: 4376.967285
	Iteration 32Q: 3 clusters Score -774775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -774801.375000 Penalty: 4376.967285
	Iteration 33Q: 3 clusters Score -774801.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -774819.312500 Penalty: 4376.967285
	Iteration 34Q: 3 clusters Score -774819.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -774833.687500 Penalty: 4376.967285
	Iteration 35Q: 3 clusters Score -774833.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -774852.750000 Penalty: 4376.967285
	Iteration 36Q: 3 clusters Score -774852.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -774861.625000 Penalty: 4376.967285
	Iteration 37Q: 3 clusters Score -774861.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -774869.437500 Penalty: 4376.967285
	Iteration 38Q: 3 clusters Score -774869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -774873.937500 Penalty: 4376.967285
	Iteration 39Q: 3 clusters Score -774873.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -774878.937500 Penalty: 4376.967285
	Iteration 40F: 3 clusters Score -774878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -774882.625000 Penalty: 4376.967285
	Iteration 41Q: 3 clusters Score -774882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -774882.625000 Penalty: 4376.967285
	Iteration 42F: 3 clusters Score -774882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Entering Unmasked Estep 
Score: -419364.093750 Penalty: 2084.808105
	Iteration 0F: 2 clusters Score -419364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -415166.875000 Penalty: 4169.616211
	Iteration 0F: 3 clusters Score -415166.9 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -416322.281250 Penalty: 4169.616211
	Iteration 1F: 3 clusters Score -416322.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -416671.156250 Penalty: 4169.616211
	Iteration 2F: 3 clusters Score -416671.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -416917.843750 Penalty: 4169.616211
	Iteration 3F: 3 clusters Score -416917.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -417097.750000 Penalty: 4169.616211
	Iteration 4F: 3 clusters Score -417097.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -417227.937500 Penalty: 4169.616211
	Iteration 5Q: 3 clusters Score -417227.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -417334.218750 Penalty: 4169.616211
	Iteration 6Q: 3 clusters Score -417334.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -417417.812500 Penalty: 4169.616211
	Iteration 7Q: 3 clusters Score -417417.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -417499.593750 Penalty: 4169.616211
	Iteration 8Q: 3 clusters Score -417499.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -417568.406250 Penalty: 4169.616211
	Iteration 9Q: 3 clusters Score -417568.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -417633.468750 Penalty: 4169.616211
	Iteration 10Q: 3 clusters Score -417633.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -417703.812500 Penalty: 4169.616211
	Iteration 11Q: 3 clusters Score -417703.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -417762.406250 Penalty: 4169.616211
	Iteration 12Q: 3 clusters Score -417762.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -417820.656250 Penalty: 4169.616211
	Iteration 13Q: 3 clusters Score -417820.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -417867.843750 Penalty: 4169.616211
	Iteration 14Q: 3 clusters Score -417867.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -417911.531250 Penalty: 4169.616211
	Iteration 15Q: 3 clusters Score -417911.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -417946.718750 Penalty: 4169.616211
	Iteration 16Q: 3 clusters Score -417946.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -417980.968750 Penalty: 4169.616211
	Iteration 17Q: 3 clusters Score -417981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -418007.000000 Penalty: 4169.616211
	Iteration 18Q: 3 clusters Score -418007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -418029.125000 Penalty: 4169.616211
	Iteration 19Q: 3 clusters Score -418029.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -418046.562500 Penalty: 4169.616211
	Iteration 20F: 3 clusters Score -418046.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -418054.875000 Penalty: 4169.616211
	Iteration 21Q: 3 clusters Score -418054.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -418061.875000 Penalty: 4169.616211
	Iteration 22Q: 3 clusters Score -418061.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -418067.406250 Penalty: 4169.616211
	Iteration 23Q: 3 clusters Score -418067.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -418070.937500 Penalty: 4169.616211
	Iteration 24Q: 3 clusters Score -418070.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -418076.437500 Penalty: 4169.616211
	Iteration 25Q: 3 clusters Score -418076.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -418077.968750 Penalty: 4169.616211
	Iteration 26Q: 3 clusters Score -418078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -418081.843750 Penalty: 4169.616211
	Iteration 27Q: 3 clusters Score -418081.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -418083.812500 Penalty: 4169.616211
	Iteration 28Q: 3 clusters Score -418083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -418085.843750 Penalty: 4169.616211
	Iteration 29Q: 3 clusters Score -418085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -418085.781250 Penalty: 4169.616211
	Iteration 30Q: 3 clusters Score -418085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -418088.000000 Penalty: 4169.616211
	Iteration 31Q: 3 clusters Score -418088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -418088.000000 Penalty: 4169.616211
	Iteration 32F: 3 clusters Score -418088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Entering Unmasked Estep 
Score: -767970.875000 Penalty: 2200.620117
	Iteration 0F: 2 clusters Score -767970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -762143.437500 Penalty: 4401.240234
	Iteration 0F: 3 clusters Score -762143.4 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -763752.625000 Penalty: 4401.240234
	Iteration 1F: 3 clusters Score -763752.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -764045.000000 Penalty: 4401.240234
	Iteration 2F: 3 clusters Score -764045 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -764302.937500 Penalty: 4401.240234
	Iteration 3F: 3 clusters Score -764302.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -764505.062500 Penalty: 4401.240234
	Iteration 4Q: 3 clusters Score -764505.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -764738.875000 Penalty: 4401.240234
	Iteration 5Q: 3 clusters Score -764738.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -764964.562500 Penalty: 4401.240234
	Iteration 6Q: 3 clusters Score -764964.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -765239.750000 Penalty: 4401.240234
	Iteration 7Q: 3 clusters Score -765239.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -765565.812500 Penalty: 4401.240234
	Iteration 8Q: 3 clusters Score -765565.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -765913.875000 Penalty: 4401.240234
	Iteration 9Q: 3 clusters Score -765913.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -766242.625000 Penalty: 4401.240234
	Iteration 10Q: 3 clusters Score -766242.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -766483.500000 Penalty: 4401.240234
	Iteration 11Q: 3 clusters Score -766483.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -766699.187500 Penalty: 4401.240234
	Iteration 12Q: 3 clusters Score -766699.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -766801.625000 Penalty: 4401.240234
	Iteration 13Q: 3 clusters Score -766801.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -766859.750000 Penalty: 4401.240234
	Iteration 14Q: 3 clusters Score -766859.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -766900.687500 Penalty: 4401.240234
	Iteration 15Q: 3 clusters Score -766900.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -766930.000000 Penalty: 4401.240234
	Iteration 16Q: 3 clusters Score -766930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -766956.875000 Penalty: 4401.240234
	Iteration 17Q: 3 clusters Score -766956.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -766983.125000 Penalty: 4401.240234
	Iteration 18Q: 3 clusters Score -766983.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -767003.062500 Penalty: 4401.240234
	Iteration 19Q: 3 clusters Score -767003.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -767019.000000 Penalty: 4401.240234
	Iteration 20F: 3 clusters Score -767019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -767036.500000 Penalty: 4401.240234
	Iteration 21Q: 3 clusters Score -767036.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -767052.750000 Penalty: 4401.240234
	Iteration 22Q: 3 clusters Score -767052.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -767066.125000 Penalty: 4401.240234
	Iteration 23Q: 3 clusters Score -767066.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -767073.312500 Penalty: 4401.240234
	Iteration 24Q: 3 clusters Score -767073.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -767080.250000 Penalty: 4401.240234
	Iteration 25Q: 3 clusters Score -767080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -767083.875000 Penalty: 4401.240234
	Iteration 26Q: 3 clusters Score -767083.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -767088.312500 Penalty: 4401.240234
	Iteration 27Q: 3 clusters Score -767088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -767089.375000 Penalty: 4401.240234
	Iteration 28Q: 3 clusters Score -767089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -767090.125000 Penalty: 4401.240234
	Iteration 29Q: 3 clusters Score -767090.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -767091.687500 Penalty: 4401.240234
	Iteration 30Q: 3 clusters Score -767091.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -767095.250000 Penalty: 4401.240234
	Iteration 31Q: 3 clusters Score -767095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -767096.937500 Penalty: 4401.240234
	Iteration 32Q: 3 clusters Score -767096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -767098.437500 Penalty: 4401.240234
	Iteration 33Q: 3 clusters Score -767098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -767098.187500 Penalty: 4401.240234
	Iteration 34Q: 3 clusters Score -767098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -767097.500000 Penalty: 4401.240234
	Iteration 35Q: 3 clusters Score -767097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -767098.125000 Penalty: 4401.240234
	Iteration 36Q: 3 clusters Score -767098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -767098.125000 Penalty: 4401.240234
	Iteration 37F: 3 clusters Score -767098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Entering Unmasked Estep 
Score: -2805439.250000 Penalty: 2507.313721
	Iteration 0F: 2 clusters Score -2805439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2788447.500000 Penalty: 5014.627441
	Iteration 0F: 3 clusters Score -2788448 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2794348.250000 Penalty: 5014.627441
	Iteration 1F: 3 clusters Score -2794348 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2794754.750000 Penalty: 5014.627441
	Iteration 2Q: 3 clusters Score -2794755 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2795126.750000 Penalty: 5014.627441
	Iteration 3Q: 3 clusters Score -2795127 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2795439.250000 Penalty: 5014.627441
	Iteration 4Q: 3 clusters Score -2795439 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2795782.750000 Penalty: 5014.627441
	Iteration 5Q: 3 clusters Score -2795783 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2796150.750000 Penalty: 5014.627441
	Iteration 6Q: 3 clusters Score -2796151 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2796604.750000 Penalty: 5014.627441
	Iteration 7Q: 3 clusters Score -2796605 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2797137.750000 Penalty: 5014.627441
	Iteration 8Q: 3 clusters Score -2797138 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2797758.500000 Penalty: 5014.627441
	Iteration 9Q: 3 clusters Score -2797758 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2798464.000000 Penalty: 5014.627441
	Iteration 10Q: 3 clusters Score -2798464 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2799265.250000 Penalty: 5014.627441
	Iteration 11F: 3 clusters Score -2799265 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2800000.500000 Penalty: 5014.627441
	Iteration 12Q: 3 clusters Score -2800000 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2800745.750000 Penalty: 5014.627441
	Iteration 13Q: 3 clusters Score -2800746 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2801494.000000 Penalty: 5014.627441
	Iteration 14Q: 3 clusters Score -2801494 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2802083.500000 Penalty: 5014.627441
	Iteration 15Q: 3 clusters Score -2802084 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2802426.750000 Penalty: 5014.627441
	Iteration 16Q: 3 clusters Score -2802427 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2802651.500000 Penalty: 5014.627441
	Iteration 17Q: 3 clusters Score -2802652 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2802836.750000 Penalty: 5014.627441
	Iteration 18Q: 3 clusters Score -2802837 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2802970.750000 Penalty: 5014.627441
	Iteration 19Q: 3 clusters Score -2802971 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2803058.500000 Penalty: 5014.627441
	Iteration 20F: 3 clusters Score -2803058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2803124.000000 Penalty: 5014.627441
	Iteration 21Q: 3 clusters Score -2803124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2803184.000000 Penalty: 5014.627441
	Iteration 22Q: 3 clusters Score -2803184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2803221.750000 Penalty: 5014.627441
	Iteration 23Q: 3 clusters Score -2803222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2803241.750000 Penalty: 5014.627441
	Iteration 24Q: 3 clusters Score -2803242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2803264.250000 Penalty: 5014.627441
	Iteration 25Q: 3 clusters Score -2803264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2803281.750000 Penalty: 5014.627441
	Iteration 26Q: 3 clusters Score -2803282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -2803295.000000 Penalty: 5014.627441
	Iteration 27Q: 3 clusters Score -2803295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2803303.500000 Penalty: 5014.627441
	Iteration 28Q: 3 clusters Score -2803304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -2803309.500000 Penalty: 5014.627441
	Iteration 29Q: 3 clusters Score -2803310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2803311.750000 Penalty: 5014.627441
	Iteration 30Q: 3 clusters Score -2803312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2803315.500000 Penalty: 5014.627441
	Iteration 31Q: 3 clusters Score -2803316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2803314.750000 Penalty: 5014.627441
	Iteration 32Q: 3 clusters Score -2803315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2803319.500000 Penalty: 5014.627441
	Iteration 33Q: 3 clusters Score -2803320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2803323.250000 Penalty: 5014.627441
	Iteration 34Q: 3 clusters Score -2803323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2803324.250000 Penalty: 5014.627441
	Iteration 35Q: 3 clusters Score -2803324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2803324.250000 Penalty: 5014.627441
	Iteration 36F: 3 clusters Score -2803324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Entering Unmasked Estep 
Score: -775970.375000 Penalty: 2212.687012
	Iteration 0F: 2 clusters Score -775970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -769904.812500 Penalty: 4425.374023
	Iteration 0F: 3 clusters Score -769904.8 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -771781.312500 Penalty: 4425.374023
	Iteration 1F: 3 clusters Score -771781.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -772288.375000 Penalty: 4425.374023
	Iteration 2F: 3 clusters Score -772288.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -772679.500000 Penalty: 4425.374023
	Iteration 3F: 3 clusters Score -772679.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -773005.625000 Penalty: 4425.374023
	Iteration 4F: 3 clusters Score -773005.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -773248.625000 Penalty: 4425.374023
	Iteration 5Q: 3 clusters Score -773248.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -773439.437500 Penalty: 4425.374023
	Iteration 6Q: 3 clusters Score -773439.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -773605.312500 Penalty: 4425.374023
	Iteration 7Q: 3 clusters Score -773605.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -773757.062500 Penalty: 4425.374023
	Iteration 8Q: 3 clusters Score -773757.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -773877.062500 Penalty: 4425.374023
	Iteration 9Q: 3 clusters Score -773877.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -773980.562500 Penalty: 4425.374023
	Iteration 10Q: 3 clusters Score -773980.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -774055.750000 Penalty: 4425.374023
	Iteration 11Q: 3 clusters Score -774055.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -774115.312500 Penalty: 4425.374023
	Iteration 12Q: 3 clusters Score -774115.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -774158.812500 Penalty: 4425.374023
	Iteration 13Q: 3 clusters Score -774158.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -774184.312500 Penalty: 4425.374023
	Iteration 14Q: 3 clusters Score -774184.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -774207.875000 Penalty: 4425.374023
	Iteration 15Q: 3 clusters Score -774207.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -774228.625000 Penalty: 4425.374023
	Iteration 16Q: 3 clusters Score -774228.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -774253.375000 Penalty: 4425.374023
	Iteration 17Q: 3 clusters Score -774253.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -774275.687500 Penalty: 4425.374023
	Iteration 18Q: 3 clusters Score -774275.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -774294.437500 Penalty: 4425.374023
	Iteration 19Q: 3 clusters Score -774294.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -774316.000000 Penalty: 4425.374023
	Iteration 20F: 3 clusters Score -774316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -774339.500000 Penalty: 4425.374023
	Iteration 21Q: 3 clusters Score -774339.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -774357.875000 Penalty: 4425.374023
	Iteration 22Q: 3 clusters Score -774357.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -774376.312500 Penalty: 4425.374023
	Iteration 23Q: 3 clusters Score -774376.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -774393.687500 Penalty: 4425.374023
	Iteration 24Q: 3 clusters Score -774393.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -774416.750000 Penalty: 4425.374023
	Iteration 25Q: 3 clusters Score -774416.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -774434.562500 Penalty: 4425.374023
	Iteration 26Q: 3 clusters Score -774434.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -774463.500000 Penalty: 4425.374023
	Iteration 27Q: 3 clusters Score -774463.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -774491.437500 Penalty: 4425.374023
	Iteration 28Q: 3 clusters Score -774491.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -774513.187500 Penalty: 4425.374023
	Iteration 29Q: 3 clusters Score -774513.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -774535.875000 Penalty: 4425.374023
	Iteration 30Q: 3 clusters Score -774535.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -774554.500000 Penalty: 4425.374023
	Iteration 31Q: 3 clusters Score -774554.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -774580.312500 Penalty: 4425.374023
	Iteration 32Q: 3 clusters Score -774580.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -774603.500000 Penalty: 4425.374023
	Iteration 33Q: 3 clusters Score -774603.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -774621.187500 Penalty: 4425.374023
	Iteration 34Q: 3 clusters Score -774621.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -774637.125000 Penalty: 4425.374023
	Iteration 35Q: 3 clusters Score -774637.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -774659.375000 Penalty: 4425.374023
	Iteration 36Q: 3 clusters Score -774659.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -774679.562500 Penalty: 4425.374023
	Iteration 37Q: 3 clusters Score -774679.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -774702.562500 Penalty: 4425.374023
	Iteration 38Q: 3 clusters Score -774702.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -774731.687500 Penalty: 4425.374023
	Iteration 39Q: 3 clusters Score -774731.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -774756.875000 Penalty: 4425.374023
	Iteration 40F: 3 clusters Score -774756.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -774780.625000 Penalty: 4425.374023
	Iteration 41Q: 3 clusters Score -774780.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -774797.500000 Penalty: 4425.374023
	Iteration 42Q: 3 clusters Score -774797.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -774809.250000 Penalty: 4425.374023
	Iteration 43Q: 3 clusters Score -774809.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -774816.500000 Penalty: 4425.374023
	Iteration 44Q: 3 clusters Score -774816.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -774822.125000 Penalty: 4425.374023
	Iteration 45Q: 3 clusters Score -774822.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -774829.250000 Penalty: 4425.374023
	Iteration 46Q: 3 clusters Score -774829.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -774835.875000 Penalty: 4425.374023
	Iteration 47Q: 3 clusters Score -774835.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -774841.000000 Penalty: 4425.374023
	Iteration 48Q: 3 clusters Score -774841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -774847.500000 Penalty: 4425.374023
	Iteration 49Q: 3 clusters Score -774847.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -774850.875000 Penalty: 4425.374023
	Iteration 50Q: 3 clusters Score -774850.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -774858.312500 Penalty: 4425.374023
	Iteration 51Q: 3 clusters Score -774858.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -774857.812500 Penalty: 4425.374023
	Iteration 52Q: 3 clusters Score -774857.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -774859.875000 Penalty: 4425.374023
	Iteration 53Q: 3 clusters Score -774859.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -774862.312500 Penalty: 4425.374023
	Iteration 54Q: 3 clusters Score -774862.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -774864.000000 Penalty: 4425.374023
	Iteration 55Q: 3 clusters Score -774864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -774865.312500 Penalty: 4425.374023
	Iteration 56Q: 3 clusters Score -774865.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -774865.375000 Penalty: 4425.374023
	Iteration 57Q: 3 clusters Score -774865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -774867.687500 Penalty: 4425.374023
	Iteration 58Q: 3 clusters Score -774867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -774870.312500 Penalty: 4425.374023
	Iteration 59Q: 3 clusters Score -774870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -774870.062500 Penalty: 4425.374023
	Iteration 60F: 3 clusters Score -774870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -774870.500000 Penalty: 4425.374023
	Iteration 61Q: 3 clusters Score -774870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -774871.812500 Penalty: 4425.374023
	Iteration 62Q: 3 clusters Score -774871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -774872.062500 Penalty: 4425.374023
	Iteration 63Q: 3 clusters Score -774872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -774872.062500 Penalty: 4425.374023
	Iteration 64F: 3 clusters Score -774872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Entering Unmasked Estep 
Score: -1486895.250000 Penalty: 2366.170410
	Iteration 0F: 2 clusters Score -1486895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1476857.750000 Penalty: 4732.340820
	Iteration 0F: 3 clusters Score -1476858 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1480099.500000 Penalty: 4732.340820
	Iteration 1F: 3 clusters Score -1480100 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1480545.250000 Penalty: 4732.340820
	Iteration 2F: 3 clusters Score -1480545 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1480907.000000 Penalty: 4732.340820
	Iteration 3F: 3 clusters Score -1480907 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1481263.750000 Penalty: 4732.340820
	Iteration 4F: 3 clusters Score -1481264 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1481615.125000 Penalty: 4732.340820
	Iteration 5Q: 3 clusters Score -1481615 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1481999.875000 Penalty: 4732.340820
	Iteration 6Q: 3 clusters Score -1482000 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1482404.750000 Penalty: 4732.340820
	Iteration 7Q: 3 clusters Score -1482405 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1482794.000000 Penalty: 4732.340820
	Iteration 8Q: 3 clusters Score -1482794 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1483191.500000 Penalty: 4732.340820
	Iteration 9Q: 3 clusters Score -1483192 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1483515.875000 Penalty: 4732.340820
	Iteration 10Q: 3 clusters Score -1483516 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1483790.875000 Penalty: 4732.340820
	Iteration 11Q: 3 clusters Score -1483791 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1484039.500000 Penalty: 4732.340820
	Iteration 12Q: 3 clusters Score -1484040 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1484249.125000 Penalty: 4732.340820
	Iteration 13Q: 3 clusters Score -1484249 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1484392.625000 Penalty: 4732.340820
	Iteration 14Q: 3 clusters Score -1484393 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1484511.375000 Penalty: 4732.340820
	Iteration 15Q: 3 clusters Score -1484511 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1484627.500000 Penalty: 4732.340820
	Iteration 16Q: 3 clusters Score -1484628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1484719.000000 Penalty: 4732.340820
	Iteration 17Q: 3 clusters Score -1484719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1484785.500000 Penalty: 4732.340820
	Iteration 18Q: 3 clusters Score -1484786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1484840.375000 Penalty: 4732.340820
	Iteration 19Q: 3 clusters Score -1484840 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1484891.875000 Penalty: 4732.340820
	Iteration 20F: 3 clusters Score -1484892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1484924.625000 Penalty: 4732.340820
	Iteration 21Q: 3 clusters Score -1484925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1484954.875000 Penalty: 4732.340820
	Iteration 22Q: 3 clusters Score -1484955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1484970.750000 Penalty: 4732.340820
	Iteration 23Q: 3 clusters Score -1484971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1484981.625000 Penalty: 4732.340820
	Iteration 24Q: 3 clusters Score -1484982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1484999.750000 Penalty: 4732.340820
	Iteration 25Q: 3 clusters Score -1485000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1485016.875000 Penalty: 4732.340820
	Iteration 26Q: 3 clusters Score -1485017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1485029.000000 Penalty: 4732.340820
	Iteration 27Q: 3 clusters Score -1485029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1485040.875000 Penalty: 4732.340820
	Iteration 28Q: 3 clusters Score -1485041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1485052.875000 Penalty: 4732.340820
	Iteration 29Q: 3 clusters Score -1485053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1485063.875000 Penalty: 4732.340820
	Iteration 30Q: 3 clusters Score -1485064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1485069.500000 Penalty: 4732.340820
	Iteration 31Q: 3 clusters Score -1485070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1485078.375000 Penalty: 4732.340820
	Iteration 32Q: 3 clusters Score -1485078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1485078.500000 Penalty: 4732.340820
	Iteration 33Q: 3 clusters Score -1485078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1485083.250000 Penalty: 4732.340820
	Iteration 34Q: 3 clusters Score -1485083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1485088.250000 Penalty: 4732.340820
	Iteration 35Q: 3 clusters Score -1485088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1485094.375000 Penalty: 4732.340820
	Iteration 36Q: 3 clusters Score -1485094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1485096.750000 Penalty: 4732.340820
	Iteration 37Q: 3 clusters Score -1485097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1485100.250000 Penalty: 4732.340820
	Iteration 38Q: 3 clusters Score -1485100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1485099.875000 Penalty: 4732.340820
	Iteration 39Q: 3 clusters Score -1485100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1485099.375000 Penalty: 4732.340820
	Iteration 40F: 3 clusters Score -1485099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1485100.125000 Penalty: 4732.340820
	Iteration 41Q: 3 clusters Score -1485100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1485100.875000 Penalty: 4732.340820
	Iteration 42Q: 3 clusters Score -1485101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1485101.125000 Penalty: 4732.340820
	Iteration 43Q: 3 clusters Score -1485101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1485102.250000 Penalty: 4732.340820
	Iteration 44Q: 3 clusters Score -1485102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1485102.250000 Penalty: 4732.340820
	Iteration 45F: 3 clusters Score -1485102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (22554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Entering Unmasked Estep 
Score: -2552791.000000 Penalty: 2485.869385
	Iteration 0F: 2 clusters Score -2552791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2537095.750000 Penalty: 4971.738770
	Iteration 0F: 3 clusters Score -2537096 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2542665.750000 Penalty: 4971.738770
	Iteration 1F: 3 clusters Score -2542666 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2543248.000000 Penalty: 4971.738770
	Iteration 2F: 3 clusters Score -2543248 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2543855.000000 Penalty: 4971.738770
	Iteration 3F: 3 clusters Score -2543855 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2544533.250000 Penalty: 4971.738770
	Iteration 4F: 3 clusters Score -2544533 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2545205.000000 Penalty: 4971.738770
	Iteration 5F: 3 clusters Score -2545205 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2545822.750000 Penalty: 4971.738770
	Iteration 6F: 3 clusters Score -2545823 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2546293.750000 Penalty: 4971.738770
	Iteration 7Q: 3 clusters Score -2546294 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2546602.250000 Penalty: 4971.738770
	Iteration 8Q: 3 clusters Score -2546602 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2546833.750000 Penalty: 4971.738770
	Iteration 9Q: 3 clusters Score -2546834 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2547044.000000 Penalty: 4971.738770
	Iteration 10Q: 3 clusters Score -2547044 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2547241.250000 Penalty: 4971.738770
	Iteration 11Q: 3 clusters Score -2547241 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2547461.000000 Penalty: 4971.738770
	Iteration 12Q: 3 clusters Score -2547461 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2547714.000000 Penalty: 4971.738770
	Iteration 13Q: 3 clusters Score -2547714 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2548091.000000 Penalty: 4971.738770
	Iteration 14Q: 3 clusters Score -2548091 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2548693.750000 Penalty: 4971.738770
	Iteration 15Q: 3 clusters Score -2548694 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2549630.250000 Penalty: 4971.738770
	Iteration 16Q: 3 clusters Score -2549630 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2550678.250000 Penalty: 4971.738770
	Iteration 17Q: 3 clusters Score -2550678 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2551389.500000 Penalty: 4971.738770
	Iteration 18Q: 3 clusters Score -2551390 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2551705.500000 Penalty: 4971.738770
	Iteration 19Q: 3 clusters Score -2551706 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2551835.250000 Penalty: 4971.738770
	Iteration 20F: 3 clusters Score -2551835 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2551895.750000 Penalty: 4971.738770
	Iteration 21Q: 3 clusters Score -2551896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2551919.750000 Penalty: 4971.738770
	Iteration 22Q: 3 clusters Score -2551920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2551931.750000 Penalty: 4971.738770
	Iteration 23Q: 3 clusters Score -2551932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2551938.000000 Penalty: 4971.738770
	Iteration 24Q: 3 clusters Score -2551938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2551940.000000 Penalty: 4971.738770
	Iteration 25Q: 3 clusters Score -2551940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2551940.500000 Penalty: 4971.738770
	Iteration 26Q: 3 clusters Score -2551940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2551946.000000 Penalty: 4971.738770
	Iteration 27Q: 3 clusters Score -2551946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2551950.750000 Penalty: 4971.738770
	Iteration 28Q: 3 clusters Score -2551951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2551947.750000 Penalty: 4971.738770
	Iteration 29Q: 3 clusters Score -2551948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2551947.750000 Penalty: 4971.738770
	Iteration 30Q: 3 clusters Score -2551948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2551949.250000 Penalty: 4971.738770
	Iteration 31Q: 3 clusters Score -2551949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2551951.500000 Penalty: 4971.738770
	Iteration 32Q: 3 clusters Score -2551952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2551951.000000 Penalty: 4971.738770
	Iteration 33Q: 3 clusters Score -2551951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2551955.250000 Penalty: 4971.738770
	Iteration 34Q: 3 clusters Score -2551955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2551955.750000 Penalty: 4971.738770
	Iteration 35Q: 3 clusters Score -2551956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2551953.500000 Penalty: 4971.738770
	Iteration 36Q: 3 clusters Score -2551954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2551953.500000 Penalty: 4971.738770
	Iteration 37F: 3 clusters Score -2551954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15268.532227 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15268.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14146.988281 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14146.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14207.434570 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -14207.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14260.253906 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -14260.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14281.074219 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -14281.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14297.626953 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -14297.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14315.355469 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -14315.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14317.880859 Penalty: 2612.857666
	Iteration 6Q: 3 clusters Score -14317.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14326.823242 Penalty: 2612.857666
	Iteration 7Q: 3 clusters Score -14326.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14326.823242 Penalty: 2612.857666
	Iteration 8F: 3 clusters Score -14326.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Entering Unmasked Estep 
Score: -2169412.750000 Penalty: 2439.025635
	Iteration 0F: 2 clusters Score -2169413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2156133.000000 Penalty: 4878.051270
	Iteration 0F: 3 clusters Score -2156133 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2160592.000000 Penalty: 4878.051270
	Iteration 1F: 3 clusters Score -2160592 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2161022.000000 Penalty: 4878.051270
	Iteration 2F: 3 clusters Score -2161022 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2161497.750000 Penalty: 4878.051270
	Iteration 3F: 3 clusters Score -2161498 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2162099.000000 Penalty: 4878.051270
	Iteration 4F: 3 clusters Score -2162099 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2162901.250000 Penalty: 4878.051270
	Iteration 5F: 3 clusters Score -2162901 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2163854.000000 Penalty: 4878.051270
	Iteration 6F: 3 clusters Score -2163854 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2164770.000000 Penalty: 4878.051270
	Iteration 7F: 3 clusters Score -2164770 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2165566.500000 Penalty: 4878.051270
	Iteration 8F: 3 clusters Score -2165566 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2166178.250000 Penalty: 4878.051270
	Iteration 9Q: 3 clusters Score -2166178 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2166609.500000 Penalty: 4878.051270
	Iteration 10Q: 3 clusters Score -2166610 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2166874.000000 Penalty: 4878.051270
	Iteration 11Q: 3 clusters Score -2166874 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2167052.750000 Penalty: 4878.051270
	Iteration 12Q: 3 clusters Score -2167053 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2167162.750000 Penalty: 4878.051270
	Iteration 13Q: 3 clusters Score -2167163 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2167243.250000 Penalty: 4878.051270
	Iteration 14Q: 3 clusters Score -2167243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2167283.500000 Penalty: 4878.051270
	Iteration 15Q: 3 clusters Score -2167284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2167320.000000 Penalty: 4878.051270
	Iteration 16Q: 3 clusters Score -2167320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2167352.000000 Penalty: 4878.051270
	Iteration 17Q: 3 clusters Score -2167352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2167373.750000 Penalty: 4878.051270
	Iteration 18Q: 3 clusters Score -2167374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2167393.250000 Penalty: 4878.051270
	Iteration 19Q: 3 clusters Score -2167393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2167402.500000 Penalty: 4878.051270
	Iteration 20F: 3 clusters Score -2167402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2167408.000000 Penalty: 4878.051270
	Iteration 21Q: 3 clusters Score -2167408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2167415.750000 Penalty: 4878.051270
	Iteration 22Q: 3 clusters Score -2167416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2167424.250000 Penalty: 4878.051270
	Iteration 23Q: 3 clusters Score -2167424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2167430.000000 Penalty: 4878.051270
	Iteration 24Q: 3 clusters Score -2167430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2167436.750000 Penalty: 4878.051270
	Iteration 25Q: 3 clusters Score -2167437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2167439.500000 Penalty: 4878.051270
	Iteration 26Q: 3 clusters Score -2167440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2167442.000000 Penalty: 4878.051270
	Iteration 27Q: 3 clusters Score -2167442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2167442.000000 Penalty: 4878.051270
	Iteration 28Q: 3 clusters Score -2167442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2167445.750000 Penalty: 4878.051270
	Iteration 29Q: 3 clusters Score -2167446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2167445.000000 Penalty: 4878.051270
	Iteration 30Q: 3 clusters Score -2167445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2167442.750000 Penalty: 4878.051270
	Iteration 31Q: 3 clusters Score -2167443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2167442.500000 Penalty: 4878.051270
	Iteration 32Q: 3 clusters Score -2167442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2167442.500000 Penalty: 4878.051270
	Iteration 33F: 3 clusters Score -2167442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -250204.046875 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -250204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -246991.640625 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -246991.6 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -247870.515625 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -247870.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -248303.171875 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -248303.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -248607.375000 Penalty: 3972.479004
	Iteration 3F: 3 clusters Score -248607.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -248784.453125 Penalty: 3972.479004
	Iteration 4F: 3 clusters Score -248784.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -248891.906250 Penalty: 3972.479004
	Iteration 5Q: 3 clusters Score -248891.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -248995.875000 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -248995.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -249100.156250 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -249100.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -249215.531250 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -249215.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -249298.140625 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -249298.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -249351.937500 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -249351.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -249389.390625 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -249389.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -249414.484375 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -249414.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -249435.796875 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -249435.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -249452.703125 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -249452.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -249467.265625 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -249467.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -249487.531250 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -249487.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -249504.562500 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -249504.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -249513.312500 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -249513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -249518.437500 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -249518.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -249522.343750 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -249522.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -249527.359375 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -249527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -249531.453125 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -249531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -249536.781250 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -249536.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -249542.750000 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -249542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -249545.828125 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -249545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -249548.421875 Penalty: 3972.479004
	Iteration 26Q: 3 clusters Score -249548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -249552.187500 Penalty: 3972.479004
	Iteration 27Q: 3 clusters Score -249552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -249556.812500 Penalty: 3972.479004
	Iteration 28Q: 3 clusters Score -249556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -249559.187500 Penalty: 3972.479004
	Iteration 29Q: 3 clusters Score -249559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -249560.984375 Penalty: 3972.479004
	Iteration 30Q: 3 clusters Score -249561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -249562.140625 Penalty: 3972.479004
	Iteration 31Q: 3 clusters Score -249562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -249563.562500 Penalty: 3972.479004
	Iteration 32Q: 3 clusters Score -249563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -249564.171875 Penalty: 3972.479004
	Iteration 33Q: 3 clusters Score -249564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -249564.968750 Penalty: 3972.479004
	Iteration 34Q: 3 clusters Score -249565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -249564.750000 Penalty: 3972.479004
	Iteration 35Q: 3 clusters Score -249564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -249565.640625 Penalty: 3972.479004
	Iteration 36Q: 3 clusters Score -249565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -249565.656250 Penalty: 3972.479004
	Iteration 37Q: 3 clusters Score -249565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -249566.046875 Penalty: 3972.479004
	Iteration 38Q: 3 clusters Score -249566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -249566.875000 Penalty: 3972.479004
	Iteration 39Q: 3 clusters Score -249566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -249567.812500 Penalty: 3972.479004
	Iteration 40F: 3 clusters Score -249567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -249569.125000 Penalty: 3972.479004
	Iteration 41Q: 3 clusters Score -249569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -249570.781250 Penalty: 3972.479004
	Iteration 42Q: 3 clusters Score -249570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -249573.640625 Penalty: 3972.479004
	Iteration 43Q: 3 clusters Score -249573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -249576.515625 Penalty: 3972.479004
	Iteration 44Q: 3 clusters Score -249576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -249578.093750 Penalty: 3972.479004
	Iteration 45Q: 3 clusters Score -249578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -249578.718750 Penalty: 3972.479004
	Iteration 46Q: 3 clusters Score -249578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -249580.921875 Penalty: 3972.479004
	Iteration 47Q: 3 clusters Score -249580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -249584.187500 Penalty: 3972.479004
	Iteration 48Q: 3 clusters Score -249584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -249587.437500 Penalty: 3972.479004
	Iteration 49Q: 3 clusters Score -249587.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -249590.281250 Penalty: 3972.479004
	Iteration 50Q: 3 clusters Score -249590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -249592.953125 Penalty: 3972.479004
	Iteration 51Q: 3 clusters Score -249593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -249593.890625 Penalty: 3972.479004
	Iteration 52Q: 3 clusters Score -249593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -249594.703125 Penalty: 3972.479004
	Iteration 53Q: 3 clusters Score -249594.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -249594.703125 Penalty: 3972.479004
	Iteration 54F: 3 clusters Score -249594.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -528044.687500 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -528044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -523533.343750 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -523533.3 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -524562.375000 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -524562.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -524789.125000 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -524789.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -524910.187500 Penalty: 4216.830078
	Iteration 3F: 3 clusters Score -524910.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -525012.000000 Penalty: 4216.830078
	Iteration 4Q: 3 clusters Score -525012 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -525108.375000 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -525108.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -525201.500000 Penalty: 4216.830078
	Iteration 6Q: 3 clusters Score -525201.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -525290.312500 Penalty: 4216.830078
	Iteration 7Q: 3 clusters Score -525290.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -525373.562500 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -525373.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -525458.312500 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -525458.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -525559.812500 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -525559.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -525655.937500 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -525655.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -525750.437500 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -525750.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -525848.000000 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -525848 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -525970.750000 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -525970.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -526082.625000 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -526082.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -526180.875000 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -526180.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -526252.375000 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -526252.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -526309.687500 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -526309.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -526352.437500 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -526352.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -526393.375000 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -526393.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -526431.500000 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -526431.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -526461.312500 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -526461.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -526477.125000 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -526477.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -526491.937500 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -526491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -526502.375000 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -526502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -526509.000000 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -526509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -526514.000000 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -526514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -526515.375000 Penalty: 4216.830078
	Iteration 28Q: 3 clusters Score -526515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -526519.562500 Penalty: 4216.830078
	Iteration 29Q: 3 clusters Score -526519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -526521.312500 Penalty: 4216.830078
	Iteration 30Q: 3 clusters Score -526521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -526521.937500 Penalty: 4216.830078
	Iteration 31Q: 3 clusters Score -526521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -526524.187500 Penalty: 4216.830078
	Iteration 32Q: 3 clusters Score -526524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -526526.500000 Penalty: 4216.830078
	Iteration 33Q: 3 clusters Score -526526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -526527.875000 Penalty: 4216.830078
	Iteration 34Q: 3 clusters Score -526527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -526530.625000 Penalty: 4216.830078
	Iteration 35Q: 3 clusters Score -526530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -526532.250000 Penalty: 4216.830078
	Iteration 36Q: 3 clusters Score -526532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -526533.625000 Penalty: 4216.830078
	Iteration 37Q: 3 clusters Score -526533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -526536.187500 Penalty: 4216.830078
	Iteration 38Q: 3 clusters Score -526536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -526538.500000 Penalty: 4216.830078
	Iteration 39Q: 3 clusters Score -526538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -526539.562500 Penalty: 4216.830078
	Iteration 40F: 3 clusters Score -526539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -526545.000000 Penalty: 4216.830078
	Iteration 41Q: 3 clusters Score -526545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -526547.625000 Penalty: 4216.830078
	Iteration 42Q: 3 clusters Score -526547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -526550.750000 Penalty: 4216.830078
	Iteration 43Q: 3 clusters Score -526550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -526552.312500 Penalty: 4216.830078
	Iteration 44Q: 3 clusters Score -526552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -526554.062500 Penalty: 4216.830078
	Iteration 45Q: 3 clusters Score -526554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -526555.625000 Penalty: 4216.830078
	Iteration 46Q: 3 clusters Score -526555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -526555.562500 Penalty: 4216.830078
	Iteration 47Q: 3 clusters Score -526555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -526555.562500 Penalty: 4216.830078
	Iteration 48F: 3 clusters Score -526555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (38596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Entering Unmasked Estep 
Score: -4393785.000000 Penalty: 2619.104004
	Iteration 0F: 2 clusters Score -4393785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -4367615.500000 Penalty: 5238.208008
	Iteration 0F: 3 clusters Score -4367616 nChanged 17575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4377199.000000 Penalty: 5238.208008
	Iteration 1F: 3 clusters Score -4377199 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4377698.000000 Penalty: 5238.208008
	Iteration 2Q: 3 clusters Score -4377698 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4378208.000000 Penalty: 5238.208008
	Iteration 3Q: 3 clusters Score -4378208 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4378720.000000 Penalty: 5238.208008
	Iteration 4Q: 3 clusters Score -4378720 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4379350.500000 Penalty: 5238.208008
	Iteration 5Q: 3 clusters Score -4379350 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4380227.500000 Penalty: 5238.208008
	Iteration 6Q: 3 clusters Score -4380228 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4381556.000000 Penalty: 5238.208008
	Iteration 7F: 3 clusters Score -4381556 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -4383690.000000 Penalty: 5238.208008
	Iteration 8F: 3 clusters Score -4383690 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4386781.500000 Penalty: 5238.208008
	Iteration 9F: 3 clusters Score -4386782 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -4389621.000000 Penalty: 5238.208008
	Iteration 10F: 3 clusters Score -4389621 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4391444.000000 Penalty: 5238.208008
	Iteration 11F: 3 clusters Score -4391444 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4392335.000000 Penalty: 5238.208008
	Iteration 12Q: 3 clusters Score -4392335 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -4392680.000000 Penalty: 5238.208008
	Iteration 13Q: 3 clusters Score -4392680 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4392839.500000 Penalty: 5238.208008
	Iteration 14Q: 3 clusters Score -4392840 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4392941.500000 Penalty: 5238.208008
	Iteration 15Q: 3 clusters Score -4392942 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -4393009.000000 Penalty: 5238.208008
	Iteration 16Q: 3 clusters Score -4393009 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4393068.000000 Penalty: 5238.208008
	Iteration 17Q: 3 clusters Score -4393068 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -4393116.500000 Penalty: 5238.208008
	Iteration 18Q: 3 clusters Score -4393116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4393145.000000 Penalty: 5238.208008
	Iteration 19Q: 3 clusters Score -4393145 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4393172.000000 Penalty: 5238.208008
	Iteration 20F: 3 clusters Score -4393172 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4393219.500000 Penalty: 5238.208008
	Iteration 21Q: 3 clusters Score -4393220 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4393243.000000 Penalty: 5238.208008
	Iteration 22Q: 3 clusters Score -4393243 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4393279.000000 Penalty: 5238.208008
	Iteration 23Q: 3 clusters Score -4393279 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4393323.000000 Penalty: 5238.208008
	Iteration 24Q: 3 clusters Score -4393323 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4393360.500000 Penalty: 5238.208008
	Iteration 25Q: 3 clusters Score -4393360 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4393412.000000 Penalty: 5238.208008
	Iteration 26Q: 3 clusters Score -4393412 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4393501.500000 Penalty: 5238.208008
	Iteration 27Q: 3 clusters Score -4393502 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -4393574.500000 Penalty: 5238.208008
	Iteration 28Q: 3 clusters Score -4393574 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4393634.500000 Penalty: 5238.208008
	Iteration 29Q: 3 clusters Score -4393634 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4393708.500000 Penalty: 5238.208008
	Iteration 30Q: 3 clusters Score -4393708 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4393769.500000 Penalty: 5238.208008
	Iteration 31Q: 3 clusters Score -4393770 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4393848.500000 Penalty: 5238.208008
	Iteration 32Q: 3 clusters Score -4393848 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4393920.500000 Penalty: 5238.208008
	Iteration 33Q: 3 clusters Score -4393920 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4393988.000000 Penalty: 5238.208008
	Iteration 34Q: 3 clusters Score -4393988 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4394066.500000 Penalty: 5238.208008
	Iteration 35Q: 3 clusters Score -4394066 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4394124.500000 Penalty: 5238.208008
	Iteration 36Q: 3 clusters Score -4394124 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -4394157.000000 Penalty: 5238.208008
	Iteration 37Q: 3 clusters Score -4394157 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4394226.500000 Penalty: 5238.208008
	Iteration 38Q: 3 clusters Score -4394226 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4394262.000000 Penalty: 5238.208008
	Iteration 39Q: 3 clusters Score -4394262 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4394322.000000 Penalty: 5238.208008
	Iteration 40F: 3 clusters Score -4394322 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -4394369.500000 Penalty: 5238.208008
	Iteration 41Q: 3 clusters Score -4394370 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4394413.000000 Penalty: 5238.208008
	Iteration 42Q: 3 clusters Score -4394413 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4394451.500000 Penalty: 5238.208008
	Iteration 43Q: 3 clusters Score -4394452 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -4394485.500000 Penalty: 5238.208008
	Iteration 44Q: 3 clusters Score -4394486 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4394534.500000 Penalty: 5238.208008
	Iteration 45Q: 3 clusters Score -4394534 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4394546.500000 Penalty: 5238.208008
	Iteration 46Q: 3 clusters Score -4394546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -4394564.500000 Penalty: 5238.208008
	Iteration 47Q: 3 clusters Score -4394564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -4394572.500000 Penalty: 5238.208008
	Iteration 48Q: 3 clusters Score -4394572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4394567.500000 Penalty: 5238.208008
	Iteration 49Q: 3 clusters Score -4394568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -4394583.000000 Penalty: 5238.208008
	Iteration 50Q: 3 clusters Score -4394583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -4394589.000000 Penalty: 5238.208008
	Iteration 51Q: 3 clusters Score -4394589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -4394585.000000 Penalty: 5238.208008
	Iteration 52Q: 3 clusters Score -4394585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4394598.000000 Penalty: 5238.208008
	Iteration 53Q: 3 clusters Score -4394598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -4394608.000000 Penalty: 5238.208008
	Iteration 54Q: 3 clusters Score -4394608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -4394614.500000 Penalty: 5238.208008
	Iteration 55Q: 3 clusters Score -4394614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4394617.000000 Penalty: 5238.208008
	Iteration 56Q: 3 clusters Score -4394617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4394619.000000 Penalty: 5238.208008
	Iteration 57Q: 3 clusters Score -4394619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4394613.000000 Penalty: 5238.208008
	Iteration 58Q: 3 clusters Score -4394613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4394617.500000 Penalty: 5238.208008
	Iteration 59Q: 3 clusters Score -4394618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4394611.000000 Penalty: 5238.208008
	Iteration 60F: 3 clusters Score -4394611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4394614.500000 Penalty: 5238.208008
	Iteration 61Q: 3 clusters Score -4394614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4394617.000000 Penalty: 5238.208008
	Iteration 62Q: 3 clusters Score -4394617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -4394615.000000 Penalty: 5238.208008
	Iteration 63Q: 3 clusters Score -4394615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -4394622.500000 Penalty: 5238.208008
	Iteration 64Q: 3 clusters Score -4394622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4394619.000000 Penalty: 5238.208008
	Iteration 65Q: 3 clusters Score -4394619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4394620.000000 Penalty: 5238.208008
	Iteration 66Q: 3 clusters Score -4394620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4394616.500000 Penalty: 5238.208008
	Iteration 67Q: 3 clusters Score -4394616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4394620.500000 Penalty: 5238.208008
	Iteration 68Q: 3 clusters Score -4394620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4394612.500000 Penalty: 5238.208008
	Iteration 69Q: 3 clusters Score -4394612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4394613.000000 Penalty: 5238.208008
	Iteration 70Q: 3 clusters Score -4394613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -4394617.000000 Penalty: 5238.208008
	Iteration 71Q: 3 clusters Score -4394617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -4394617.500000 Penalty: 5238.208008
	Iteration 72Q: 3 clusters Score -4394618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4394619.000000 Penalty: 5238.208008
	Iteration 73Q: 3 clusters Score -4394619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4394622.000000 Penalty: 5238.208008
	Iteration 74Q: 3 clusters Score -4394622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -4394628.500000 Penalty: 5238.208008
	Iteration 75Q: 3 clusters Score -4394628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4394627.500000 Penalty: 5238.208008
	Iteration 76Q: 3 clusters Score -4394628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -4394625.500000 Penalty: 5238.208008
	Iteration 77Q: 3 clusters Score -4394626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -4394625.000000 Penalty: 5238.208008
	Iteration 78Q: 3 clusters Score -4394625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4394626.500000 Penalty: 5238.208008
	Iteration 79Q: 3 clusters Score -4394626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4394621.500000 Penalty: 5238.208008
	Iteration 80F: 3 clusters Score -4394622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4394625.000000 Penalty: 5238.208008
	Iteration 81Q: 3 clusters Score -4394625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4394628.000000 Penalty: 5238.208008
	Iteration 82Q: 3 clusters Score -4394628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4394628.000000 Penalty: 5238.208008
	Iteration 83F: 3 clusters Score -4394628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7415 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24591 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22554 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18672 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 25358 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43157 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9397 members 
Mstep: Class 64 contains 13238 members 
Entering Unmasked Estep 
Score: -139285776.000000 Penalty: 223341.859375
Splitting cluster 57 changes total score from -139285424.000000 to -139285776.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 58 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -169715.234375 Penalty: 1857.374268
	Iteration 0F: 2 clusters Score -169715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -167235.500000 Penalty: 3714.748535
	Iteration 0F: 3 clusters Score -167235.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167762.265625 Penalty: 3714.748535
	Iteration 1F: 3 clusters Score -167762.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -167936.437500 Penalty: 3714.748535
	Iteration 2F: 3 clusters Score -167936.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -168059.031250 Penalty: 3714.748535
	Iteration 3Q: 3 clusters Score -168059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -168149.187500 Penalty: 3714.748535
	Iteration 4Q: 3 clusters Score -168149.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -168225.546875 Penalty: 3714.748535
	Iteration 5Q: 3 clusters Score -168225.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -168309.421875 Penalty: 3714.748535
	Iteration 6Q: 3 clusters Score -168309.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -168366.765625 Penalty: 3714.748535
	Iteration 7Q: 3 clusters Score -168366.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -168406.281250 Penalty: 3714.748535
	Iteration 8Q: 3 clusters Score -168406.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -168444.625000 Penalty: 3714.748535
	Iteration 9Q: 3 clusters Score -168444.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -168483.640625 Penalty: 3714.748535
	Iteration 10Q: 3 clusters Score -168483.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -168522.140625 Penalty: 3714.748535
	Iteration 11Q: 3 clusters Score -168522.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168560.890625 Penalty: 3714.748535
	Iteration 12Q: 3 clusters Score -168560.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -168603.703125 Penalty: 3714.748535
	Iteration 13Q: 3 clusters Score -168603.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -168655.156250 Penalty: 3714.748535
	Iteration 14Q: 3 clusters Score -168655.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168724.781250 Penalty: 3714.748535
	Iteration 15Q: 3 clusters Score -168724.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -168815.781250 Penalty: 3714.748535
	Iteration 16Q: 3 clusters Score -168815.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -168923.437500 Penalty: 3714.748535
	Iteration 17Q: 3 clusters Score -168923.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -169006.296875 Penalty: 3714.748535
	Iteration 18Q: 3 clusters Score -169006.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -169104.281250 Penalty: 3714.748535
	Iteration 19Q: 3 clusters Score -169104.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -169232.062500 Penalty: 3714.748535
	Iteration 20F: 3 clusters Score -169232.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -169380.968750 Penalty: 3714.748535
	Iteration 21Q: 3 clusters Score -169381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -169524.593750 Penalty: 3714.748535
	Iteration 22Q: 3 clusters Score -169524.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -169697.593750 Penalty: 3714.748535
	Iteration 23Q: 3 clusters Score -169697.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -169828.453125 Penalty: 3714.748535
	Iteration 24Q: 3 clusters Score -169828.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -169931.046875 Penalty: 3714.748535
	Iteration 25Q: 3 clusters Score -169931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -169990.109375 Penalty: 3714.748535
	Iteration 26Q: 3 clusters Score -169990.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -170008.640625 Penalty: 3714.748535
	Iteration 27Q: 3 clusters Score -170008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -170009.843750 Penalty: 3714.748535
	Iteration 28Q: 3 clusters Score -170009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -170011.843750 Penalty: 3714.748535
	Iteration 29Q: 3 clusters Score -170011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -170011.843750 Penalty: 3714.748535
	Iteration 30F: 3 clusters Score -170011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7415 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24591 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22554 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18672 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 25358 members 
Mstep: Class 58 contains 946 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43157 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9397 members 
Mstep: Class 64 contains 13238 members 
Mstep: Class 65 contains 843 members 
Entering Unmasked Estep 
Score: -139284480.000000 Penalty: 226831.578125
Splitting cluster 58 changes total score from -139285424.000000 to -139284480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -524615.000000 Penalty: 2098.339355
	Iteration 0F: 2 clusters Score -524615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -520244.781250 Penalty: 4196.678711
	Iteration 0F: 3 clusters Score -520244.8 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -521296.281250 Penalty: 4196.678711
	Iteration 1F: 3 clusters Score -521296.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -521499.250000 Penalty: 4196.678711
	Iteration 2F: 3 clusters Score -521499.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -521669.843750 Penalty: 4196.678711
	Iteration 3F: 3 clusters Score -521669.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -521811.687500 Penalty: 4196.678711
	Iteration 4Q: 3 clusters Score -521811.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -521941.812500 Penalty: 4196.678711
	Iteration 5Q: 3 clusters Score -521941.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -522079.031250 Penalty: 4196.678711
	Iteration 6Q: 3 clusters Score -522079 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -522226.156250 Penalty: 4196.678711
	Iteration 7Q: 3 clusters Score -522226.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -522377.906250 Penalty: 4196.678711
	Iteration 8Q: 3 clusters Score -522377.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -522521.406250 Penalty: 4196.678711
	Iteration 9Q: 3 clusters Score -522521.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -522642.781250 Penalty: 4196.678711
	Iteration 10Q: 3 clusters Score -522642.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -522762.343750 Penalty: 4196.678711
	Iteration 11Q: 3 clusters Score -522762.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -522873.406250 Penalty: 4196.678711
	Iteration 12Q: 3 clusters Score -522873.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -522990.781250 Penalty: 4196.678711
	Iteration 13Q: 3 clusters Score -522990.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -523097.406250 Penalty: 4196.678711
	Iteration 14Q: 3 clusters Score -523097.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -523203.500000 Penalty: 4196.678711
	Iteration 15Q: 3 clusters Score -523203.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -523283.750000 Penalty: 4196.678711
	Iteration 16Q: 3 clusters Score -523283.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -523358.812500 Penalty: 4196.678711
	Iteration 17Q: 3 clusters Score -523358.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -523412.125000 Penalty: 4196.678711
	Iteration 18Q: 3 clusters Score -523412.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -523447.187500 Penalty: 4196.678711
	Iteration 19Q: 3 clusters Score -523447.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -523476.781250 Penalty: 4196.678711
	Iteration 20F: 3 clusters Score -523476.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -523492.375000 Penalty: 4196.678711
	Iteration 21Q: 3 clusters Score -523492.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -523502.437500 Penalty: 4196.678711
	Iteration 22Q: 3 clusters Score -523502.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -523510.093750 Penalty: 4196.678711
	Iteration 23Q: 3 clusters Score -523510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -523514.250000 Penalty: 4196.678711
	Iteration 24Q: 3 clusters Score -523514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -523517.750000 Penalty: 4196.678711
	Iteration 25Q: 3 clusters Score -523517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -523517.812500 Penalty: 4196.678711
	Iteration 26Q: 3 clusters Score -523517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -523518.531250 Penalty: 4196.678711
	Iteration 27Q: 3 clusters Score -523518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -523520.281250 Penalty: 4196.678711
	Iteration 28Q: 3 clusters Score -523520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -523520.156250 Penalty: 4196.678711
	Iteration 29Q: 3 clusters Score -523520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -523521.968750 Penalty: 4196.678711
	Iteration 30Q: 3 clusters Score -523522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -523522.156250 Penalty: 4196.678711
	Iteration 31Q: 3 clusters Score -523522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -523521.781250 Penalty: 4196.678711
	Iteration 32Q: 3 clusters Score -523521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -523521.781250 Penalty: 4196.678711
	Iteration 33F: 3 clusters Score -523521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Entering Unmasked Estep 
Score: -739248.062500 Penalty: 2223.212891
	Iteration 0F: 2 clusters Score -739248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -732888.312500 Penalty: 4446.425781
	Iteration 0F: 3 clusters Score -732888.3 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -734725.187500 Penalty: 4446.425781
	Iteration 1F: 3 clusters Score -734725.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -735112.812500 Penalty: 4446.425781
	Iteration 2F: 3 clusters Score -735112.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -735380.187500 Penalty: 4446.425781
	Iteration 3F: 3 clusters Score -735380.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -735587.937500 Penalty: 4446.425781
	Iteration 4Q: 3 clusters Score -735587.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -735740.312500 Penalty: 4446.425781
	Iteration 5Q: 3 clusters Score -735740.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -735873.750000 Penalty: 4446.425781
	Iteration 6Q: 3 clusters Score -735873.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -735986.187500 Penalty: 4446.425781
	Iteration 7Q: 3 clusters Score -735986.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -736085.750000 Penalty: 4446.425781
	Iteration 8Q: 3 clusters Score -736085.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -736171.250000 Penalty: 4446.425781
	Iteration 9Q: 3 clusters Score -736171.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -736260.812500 Penalty: 4446.425781
	Iteration 10Q: 3 clusters Score -736260.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -736349.625000 Penalty: 4446.425781
	Iteration 11Q: 3 clusters Score -736349.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -736427.000000 Penalty: 4446.425781
	Iteration 12Q: 3 clusters Score -736427 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -736503.187500 Penalty: 4446.425781
	Iteration 13Q: 3 clusters Score -736503.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -736574.875000 Penalty: 4446.425781
	Iteration 14Q: 3 clusters Score -736574.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -736648.375000 Penalty: 4446.425781
	Iteration 15Q: 3 clusters Score -736648.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -736721.187500 Penalty: 4446.425781
	Iteration 16Q: 3 clusters Score -736721.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -736796.125000 Penalty: 4446.425781
	Iteration 17Q: 3 clusters Score -736796.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -736853.875000 Penalty: 4446.425781
	Iteration 18Q: 3 clusters Score -736853.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -736908.250000 Penalty: 4446.425781
	Iteration 19Q: 3 clusters Score -736908.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -736959.437500 Penalty: 4446.425781
	Iteration 20F: 3 clusters Score -736959.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -737011.062500 Penalty: 4446.425781
	Iteration 21Q: 3 clusters Score -737011.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -737069.500000 Penalty: 4446.425781
	Iteration 22Q: 3 clusters Score -737069.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -737148.125000 Penalty: 4446.425781
	Iteration 23Q: 3 clusters Score -737148.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -737222.875000 Penalty: 4446.425781
	Iteration 24Q: 3 clusters Score -737222.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -737309.062500 Penalty: 4446.425781
	Iteration 25Q: 3 clusters Score -737309.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -737400.437500 Penalty: 4446.425781
	Iteration 26Q: 3 clusters Score -737400.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -737512.187500 Penalty: 4446.425781
	Iteration 27Q: 3 clusters Score -737512.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -737613.625000 Penalty: 4446.425781
	Iteration 28Q: 3 clusters Score -737613.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -737690.187500 Penalty: 4446.425781
	Iteration 29Q: 3 clusters Score -737690.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -737762.625000 Penalty: 4446.425781
	Iteration 30Q: 3 clusters Score -737762.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -737827.750000 Penalty: 4446.425781
	Iteration 31Q: 3 clusters Score -737827.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -737882.250000 Penalty: 4446.425781
	Iteration 32Q: 3 clusters Score -737882.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -737913.875000 Penalty: 4446.425781
	Iteration 33Q: 3 clusters Score -737913.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -737940.062500 Penalty: 4446.425781
	Iteration 34Q: 3 clusters Score -737940.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -737962.312500 Penalty: 4446.425781
	Iteration 35Q: 3 clusters Score -737962.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -737982.125000 Penalty: 4446.425781
	Iteration 36Q: 3 clusters Score -737982.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -738003.750000 Penalty: 4446.425781
	Iteration 37Q: 3 clusters Score -738003.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -738022.187500 Penalty: 4446.425781
	Iteration 38Q: 3 clusters Score -738022.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -738035.500000 Penalty: 4446.425781
	Iteration 39Q: 3 clusters Score -738035.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -738049.187500 Penalty: 4446.425781
	Iteration 40F: 3 clusters Score -738049.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -738066.125000 Penalty: 4446.425781
	Iteration 41Q: 3 clusters Score -738066.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -738082.437500 Penalty: 4446.425781
	Iteration 42Q: 3 clusters Score -738082.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -738091.250000 Penalty: 4446.425781
	Iteration 43Q: 3 clusters Score -738091.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -738100.062500 Penalty: 4446.425781
	Iteration 44Q: 3 clusters Score -738100.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -738110.562500 Penalty: 4446.425781
	Iteration 45Q: 3 clusters Score -738110.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -738117.875000 Penalty: 4446.425781
	Iteration 46Q: 3 clusters Score -738117.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -738129.312500 Penalty: 4446.425781
	Iteration 47Q: 3 clusters Score -738129.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -738137.062500 Penalty: 4446.425781
	Iteration 48Q: 3 clusters Score -738137.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -738145.750000 Penalty: 4446.425781
	Iteration 49Q: 3 clusters Score -738145.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -738152.187500 Penalty: 4446.425781
	Iteration 50Q: 3 clusters Score -738152.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -738159.312500 Penalty: 4446.425781
	Iteration 51Q: 3 clusters Score -738159.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -738161.625000 Penalty: 4446.425781
	Iteration 52Q: 3 clusters Score -738161.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -738166.375000 Penalty: 4446.425781
	Iteration 53Q: 3 clusters Score -738166.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -738171.812500 Penalty: 4446.425781
	Iteration 54Q: 3 clusters Score -738171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -738171.500000 Penalty: 4446.425781
	Iteration 55Q: 3 clusters Score -738171.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -738175.750000 Penalty: 4446.425781
	Iteration 56Q: 3 clusters Score -738175.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -738179.937500 Penalty: 4446.425781
	Iteration 57Q: 3 clusters Score -738179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -738182.875000 Penalty: 4446.425781
	Iteration 58Q: 3 clusters Score -738182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -738183.875000 Penalty: 4446.425781
	Iteration 59Q: 3 clusters Score -738183.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -738192.062500 Penalty: 4446.425781
	Iteration 60F: 3 clusters Score -738192.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -738199.312500 Penalty: 4446.425781
	Iteration 61Q: 3 clusters Score -738199.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -738206.312500 Penalty: 4446.425781
	Iteration 62Q: 3 clusters Score -738206.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -738211.875000 Penalty: 4446.425781
	Iteration 63Q: 3 clusters Score -738211.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -738217.937500 Penalty: 4446.425781
	Iteration 64Q: 3 clusters Score -738217.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -738222.000000 Penalty: 4446.425781
	Iteration 65Q: 3 clusters Score -738222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -738228.062500 Penalty: 4446.425781
	Iteration 66Q: 3 clusters Score -738228.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -738231.875000 Penalty: 4446.425781
	Iteration 67Q: 3 clusters Score -738231.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -738234.187500 Penalty: 4446.425781
	Iteration 68Q: 3 clusters Score -738234.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -738237.500000 Penalty: 4446.425781
	Iteration 69Q: 3 clusters Score -738237.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -738243.062500 Penalty: 4446.425781
	Iteration 70Q: 3 clusters Score -738243.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -738246.875000 Penalty: 4446.425781
	Iteration 71Q: 3 clusters Score -738246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -738251.312500 Penalty: 4446.425781
	Iteration 72Q: 3 clusters Score -738251.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -738258.125000 Penalty: 4446.425781
	Iteration 73Q: 3 clusters Score -738258.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -738258.812500 Penalty: 4446.425781
	Iteration 74Q: 3 clusters Score -738258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -738260.625000 Penalty: 4446.425781
	Iteration 75Q: 3 clusters Score -738260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -738262.625000 Penalty: 4446.425781
	Iteration 76Q: 3 clusters Score -738262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -738262.750000 Penalty: 4446.425781
	Iteration 77Q: 3 clusters Score -738262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -738262.687500 Penalty: 4446.425781
	Iteration 78Q: 3 clusters Score -738262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -738264.937500 Penalty: 4446.425781
	Iteration 79Q: 3 clusters Score -738264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -738263.937500 Penalty: 4446.425781
	Iteration 80F: 3 clusters Score -738263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (43157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Entering Unmasked Estep 
Score: -4527363.500000 Penalty: 2646.804688
	Iteration 0F: 2 clusters Score -4527364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4498246.500000 Penalty: 5293.609375
	Iteration 0F: 3 clusters Score -4498246 nChanged 19814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4509750.500000 Penalty: 5293.609375
	Iteration 1F: 3 clusters Score -4509750 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4510847.000000 Penalty: 5293.609375
	Iteration 2F: 3 clusters Score -4510847 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4511925.000000 Penalty: 5293.609375
	Iteration 3F: 3 clusters Score -4511925 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4513200.000000 Penalty: 5293.609375
	Iteration 4F: 3 clusters Score -4513200 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4514570.000000 Penalty: 5293.609375
	Iteration 5F: 3 clusters Score -4514570 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -4515959.500000 Penalty: 5293.609375
	Iteration 6F: 3 clusters Score -4515960 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4517294.000000 Penalty: 5293.609375
	Iteration 7F: 3 clusters Score -4517294 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -4518426.500000 Penalty: 5293.609375
	Iteration 8Q: 3 clusters Score -4518426 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4519422.000000 Penalty: 5293.609375
	Iteration 9Q: 3 clusters Score -4519422 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -4520284.500000 Penalty: 5293.609375
	Iteration 10Q: 3 clusters Score -4520284 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4521017.000000 Penalty: 5293.609375
	Iteration 11Q: 3 clusters Score -4521017 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4521705.000000 Penalty: 5293.609375
	Iteration 12Q: 3 clusters Score -4521705 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -4522246.000000 Penalty: 5293.609375
	Iteration 13Q: 3 clusters Score -4522246 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4522711.500000 Penalty: 5293.609375
	Iteration 14Q: 3 clusters Score -4522712 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4523093.000000 Penalty: 5293.609375
	Iteration 15Q: 3 clusters Score -4523093 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4523440.500000 Penalty: 5293.609375
	Iteration 16Q: 3 clusters Score -4523440 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4523761.000000 Penalty: 5293.609375
	Iteration 17Q: 3 clusters Score -4523761 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4524104.000000 Penalty: 5293.609375
	Iteration 18Q: 3 clusters Score -4524104 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4524395.500000 Penalty: 5293.609375
	Iteration 19Q: 3 clusters Score -4524396 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4524586.500000 Penalty: 5293.609375
	Iteration 20F: 3 clusters Score -4524586 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4524764.500000 Penalty: 5293.609375
	Iteration 21Q: 3 clusters Score -4524764 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4524900.000000 Penalty: 5293.609375
	Iteration 22Q: 3 clusters Score -4524900 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4524991.500000 Penalty: 5293.609375
	Iteration 23Q: 3 clusters Score -4524992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4525078.500000 Penalty: 5293.609375
	Iteration 24Q: 3 clusters Score -4525078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4525155.500000 Penalty: 5293.609375
	Iteration 25Q: 3 clusters Score -4525156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4525193.000000 Penalty: 5293.609375
	Iteration 26Q: 3 clusters Score -4525193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4525214.000000 Penalty: 5293.609375
	Iteration 27Q: 3 clusters Score -4525214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4525230.500000 Penalty: 5293.609375
	Iteration 28Q: 3 clusters Score -4525230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4525247.500000 Penalty: 5293.609375
	Iteration 29Q: 3 clusters Score -4525248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4525256.000000 Penalty: 5293.609375
	Iteration 30Q: 3 clusters Score -4525256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4525271.500000 Penalty: 5293.609375
	Iteration 31Q: 3 clusters Score -4525272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4525274.500000 Penalty: 5293.609375
	Iteration 32Q: 3 clusters Score -4525274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4525279.000000 Penalty: 5293.609375
	Iteration 33Q: 3 clusters Score -4525279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4525275.000000 Penalty: 5293.609375
	Iteration 34Q: 3 clusters Score -4525275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4525279.000000 Penalty: 5293.609375
	Iteration 35Q: 3 clusters Score -4525279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4525285.000000 Penalty: 5293.609375
	Iteration 36Q: 3 clusters Score -4525285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4525283.500000 Penalty: 5293.609375
	Iteration 37Q: 3 clusters Score -4525284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4525300.000000 Penalty: 5293.609375
	Iteration 38Q: 3 clusters Score -4525300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4525301.500000 Penalty: 5293.609375
	Iteration 39Q: 3 clusters Score -4525302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4525304.000000 Penalty: 5293.609375
	Iteration 40F: 3 clusters Score -4525304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4525312.000000 Penalty: 5293.609375
	Iteration 41Q: 3 clusters Score -4525312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4525310.500000 Penalty: 5293.609375
	Iteration 42Q: 3 clusters Score -4525310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4525313.500000 Penalty: 5293.609375
	Iteration 43Q: 3 clusters Score -4525314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4525316.500000 Penalty: 5293.609375
	Iteration 44Q: 3 clusters Score -4525316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4525317.500000 Penalty: 5293.609375
	Iteration 45Q: 3 clusters Score -4525318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4525319.500000 Penalty: 5293.609375
	Iteration 46Q: 3 clusters Score -4525320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4525321.500000 Penalty: 5293.609375
	Iteration 47Q: 3 clusters Score -4525322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4525326.000000 Penalty: 5293.609375
	Iteration 48Q: 3 clusters Score -4525326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4525327.500000 Penalty: 5293.609375
	Iteration 49Q: 3 clusters Score -4525328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4525339.500000 Penalty: 5293.609375
	Iteration 50Q: 3 clusters Score -4525340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4525341.000000 Penalty: 5293.609375
	Iteration 51Q: 3 clusters Score -4525341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4525346.000000 Penalty: 5293.609375
	Iteration 52Q: 3 clusters Score -4525346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4525338.500000 Penalty: 5293.609375
	Iteration 53Q: 3 clusters Score -4525338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4525339.500000 Penalty: 5293.609375
	Iteration 54Q: 3 clusters Score -4525340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4525347.000000 Penalty: 5293.609375
	Iteration 55Q: 3 clusters Score -4525347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4525344.000000 Penalty: 5293.609375
	Iteration 56Q: 3 clusters Score -4525344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4525351.000000 Penalty: 5293.609375
	Iteration 57Q: 3 clusters Score -4525351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4525355.000000 Penalty: 5293.609375
	Iteration 58Q: 3 clusters Score -4525355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4525356.500000 Penalty: 5293.609375
	Iteration 59Q: 3 clusters Score -4525356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4525350.000000 Penalty: 5293.609375
	Iteration 60F: 3 clusters Score -4525350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4525353.000000 Penalty: 5293.609375
	Iteration 61Q: 3 clusters Score -4525353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4525352.000000 Penalty: 5293.609375
	Iteration 62Q: 3 clusters Score -4525352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4525352.000000 Penalty: 5293.609375
	Iteration 63F: 3 clusters Score -4525352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -52953.058594 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -52953.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51425.066406 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -51425.07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51699.554688 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -51699.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51825.078125 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -51825.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51912.054688 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -51912.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51959.167969 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -51959.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51986.488281 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -51986.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51998.605469 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -51998.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52004.597656 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -52004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52004.597656 Penalty: 3126.099121
	Iteration 8F: 3 clusters Score -52004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -1042491.812500 Penalty: 2268.740234
	Iteration 0F: 2 clusters Score -1042492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1035320.500000 Penalty: 4537.480469
	Iteration 0F: 3 clusters Score -1035320 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1037361.625000 Penalty: 4537.480469
	Iteration 1F: 3 clusters Score -1037362 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1037635.250000 Penalty: 4537.480469
	Iteration 2F: 3 clusters Score -1037635 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1037878.187500 Penalty: 4537.480469
	Iteration 3Q: 3 clusters Score -1037878 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1038109.812500 Penalty: 4537.480469
	Iteration 4Q: 3 clusters Score -1038110 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1038399.062500 Penalty: 4537.480469
	Iteration 5Q: 3 clusters Score -1038399 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1038688.062500 Penalty: 4537.480469
	Iteration 6Q: 3 clusters Score -1038688 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1038983.875000 Penalty: 4537.480469
	Iteration 7Q: 3 clusters Score -1038984 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1039223.062500 Penalty: 4537.480469
	Iteration 8Q: 3 clusters Score -1039223 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1039429.312500 Penalty: 4537.480469
	Iteration 9Q: 3 clusters Score -1039429 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1039645.875000 Penalty: 4537.480469
	Iteration 10Q: 3 clusters Score -1039646 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1039838.625000 Penalty: 4537.480469
	Iteration 11Q: 3 clusters Score -1039839 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1040013.875000 Penalty: 4537.480469
	Iteration 12Q: 3 clusters Score -1040014 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1040191.250000 Penalty: 4537.480469
	Iteration 13Q: 3 clusters Score -1040191 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1040330.562500 Penalty: 4537.480469
	Iteration 14Q: 3 clusters Score -1040331 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1040470.750000 Penalty: 4537.480469
	Iteration 15Q: 3 clusters Score -1040471 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1040618.250000 Penalty: 4537.480469
	Iteration 16Q: 3 clusters Score -1040618 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1040746.375000 Penalty: 4537.480469
	Iteration 17Q: 3 clusters Score -1040746 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1040874.875000 Penalty: 4537.480469
	Iteration 18Q: 3 clusters Score -1040875 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1041005.875000 Penalty: 4537.480469
	Iteration 19Q: 3 clusters Score -1041006 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1041113.250000 Penalty: 4537.480469
	Iteration 20F: 3 clusters Score -1041113 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1041176.250000 Penalty: 4537.480469
	Iteration 21Q: 3 clusters Score -1041176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1041223.250000 Penalty: 4537.480469
	Iteration 22Q: 3 clusters Score -1041223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1041259.375000 Penalty: 4537.480469
	Iteration 23Q: 3 clusters Score -1041259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1041284.562500 Penalty: 4537.480469
	Iteration 24Q: 3 clusters Score -1041285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1041300.312500 Penalty: 4537.480469
	Iteration 25Q: 3 clusters Score -1041300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1041311.562500 Penalty: 4537.480469
	Iteration 26Q: 3 clusters Score -1041312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1041322.062500 Penalty: 4537.480469
	Iteration 27Q: 3 clusters Score -1041322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1041325.687500 Penalty: 4537.480469
	Iteration 28Q: 3 clusters Score -1041326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1041333.250000 Penalty: 4537.480469
	Iteration 29Q: 3 clusters Score -1041333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1041331.625000 Penalty: 4537.480469
	Iteration 30Q: 3 clusters Score -1041332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1041332.562500 Penalty: 4537.480469
	Iteration 31Q: 3 clusters Score -1041333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1041334.687500 Penalty: 4537.480469
	Iteration 32Q: 3 clusters Score -1041335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1041335.500000 Penalty: 4537.480469
	Iteration 33Q: 3 clusters Score -1041336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1041334.500000 Penalty: 4537.480469
	Iteration 34Q: 3 clusters Score -1041334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1041336.875000 Penalty: 4537.480469
	Iteration 35Q: 3 clusters Score -1041337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1041338.437500 Penalty: 4537.480469
	Iteration 36Q: 3 clusters Score -1041338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1041337.187500 Penalty: 4537.480469
	Iteration 37Q: 3 clusters Score -1041337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1041341.062500 Penalty: 4537.480469
	Iteration 38Q: 3 clusters Score -1041341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1041342.625000 Penalty: 4537.480469
	Iteration 39Q: 3 clusters Score -1041343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1041343.937500 Penalty: 4537.480469
	Iteration 40F: 3 clusters Score -1041344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1041345.562500 Penalty: 4537.480469
	Iteration 41Q: 3 clusters Score -1041346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1041346.750000 Penalty: 4537.480469
	Iteration 42Q: 3 clusters Score -1041347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1041349.187500 Penalty: 4537.480469
	Iteration 43Q: 3 clusters Score -1041349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1041348.375000 Penalty: 4537.480469
	Iteration 44Q: 3 clusters Score -1041348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1041350.125000 Penalty: 4537.480469
	Iteration 45Q: 3 clusters Score -1041350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1041349.687500 Penalty: 4537.480469
	Iteration 46Q: 3 clusters Score -1041350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1041352.812500 Penalty: 4537.480469
	Iteration 47Q: 3 clusters Score -1041353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1041354.500000 Penalty: 4537.480469
	Iteration 48Q: 3 clusters Score -1041354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1041356.062500 Penalty: 4537.480469
	Iteration 49Q: 3 clusters Score -1041356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1041357.125000 Penalty: 4537.480469
	Iteration 50Q: 3 clusters Score -1041357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1041358.875000 Penalty: 4537.480469
	Iteration 51Q: 3 clusters Score -1041359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1041362.062500 Penalty: 4537.480469
	Iteration 52Q: 3 clusters Score -1041362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1041361.687500 Penalty: 4537.480469
	Iteration 53Q: 3 clusters Score -1041362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1041359.750000 Penalty: 4537.480469
	Iteration 54Q: 3 clusters Score -1041360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1041361.062500 Penalty: 4537.480469
	Iteration 55Q: 3 clusters Score -1041361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1041361.937500 Penalty: 4537.480469
	Iteration 56Q: 3 clusters Score -1041362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1041365.937500 Penalty: 4537.480469
	Iteration 57Q: 3 clusters Score -1041366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1041369.562500 Penalty: 4537.480469
	Iteration 58Q: 3 clusters Score -1041370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1041370.250000 Penalty: 4537.480469
	Iteration 59Q: 3 clusters Score -1041370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1041371.937500 Penalty: 4537.480469
	Iteration 60F: 3 clusters Score -1041372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1041373.250000 Penalty: 4537.480469
	Iteration 61Q: 3 clusters Score -1041373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1041379.250000 Penalty: 4537.480469
	Iteration 62Q: 3 clusters Score -1041379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1041385.375000 Penalty: 4537.480469
	Iteration 63Q: 3 clusters Score -1041385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1041391.937500 Penalty: 4537.480469
	Iteration 64Q: 3 clusters Score -1041392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1041393.625000 Penalty: 4537.480469
	Iteration 65Q: 3 clusters Score -1041394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1041395.000000 Penalty: 4537.480469
	Iteration 66Q: 3 clusters Score -1041395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1041399.625000 Penalty: 4537.480469
	Iteration 67Q: 3 clusters Score -1041400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1041399.000000 Penalty: 4537.480469
	Iteration 68Q: 3 clusters Score -1041399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1041400.000000 Penalty: 4537.480469
	Iteration 69Q: 3 clusters Score -1041400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1041399.187500 Penalty: 4537.480469
	Iteration 70Q: 3 clusters Score -1041399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1041400.500000 Penalty: 4537.480469
	Iteration 71Q: 3 clusters Score -1041400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1041403.437500 Penalty: 4537.480469
	Iteration 72Q: 3 clusters Score -1041403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1041401.187500 Penalty: 4537.480469
	Iteration 73Q: 3 clusters Score -1041401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1041403.500000 Penalty: 4537.480469
	Iteration 74Q: 3 clusters Score -1041404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1041402.125000 Penalty: 4537.480469
	Iteration 75Q: 3 clusters Score -1041402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1041403.750000 Penalty: 4537.480469
	Iteration 76Q: 3 clusters Score -1041404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1041403.625000 Penalty: 4537.480469
	Iteration 77Q: 3 clusters Score -1041404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1041403.625000 Penalty: 4537.480469
	Iteration 78F: 3 clusters Score -1041404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52282 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46570 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15382 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11862 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7415 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7140 members 
Mstep: Class 49 contains 24591 members 
Mstep: Class 50 contains 7496 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 22554 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18672 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 25358 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43157 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139287200.000000 Penalty: 223341.859375
Iteration 319Q: 65 clusters Score -1.392872e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 109148 members 
Mstep: Class 2 contains 14083 members 
Mstep: Class 3 contains 52212 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213073 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 11011 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13578 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46481 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3021 members 
Mstep: Class 21 contains 8412 members 
Mstep: Class 22 contains 18296 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33317 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 11009 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4587 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11882 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 7413 members 
Mstep: Class 42 contains 13323 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1060 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7198 members 
Mstep: Class 49 contains 24606 members 
Mstep: Class 50 contains 7509 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 23040 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18664 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 25643 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4735 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 43089 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9398 members 
Mstep: Class 64 contains 12432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288352.000000 Penalty: 223341.859375
Iteration 320F: 65 clusters Score -1.392884e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 14071 members 
Mstep: Class 3 contains 52153 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128955 members 
Mstep: Class 8 contains 213062 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10987 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13578 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46401 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3021 members 
Mstep: Class 21 contains 8415 members 
Mstep: Class 22 contains 18414 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12686 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33244 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26693 members 
Mstep: Class 30 contains 11002 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4587 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11866 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7417 members 
Mstep: Class 42 contains 13311 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6798 members 
Mstep: Class 47 contains 4476 members 
Mstep: Class 48 contains 7213 members 
Mstep: Class 49 contains 24607 members 
Mstep: Class 50 contains 7519 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 23248 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18658 members 
Mstep: Class 55 contains 3007 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 25774 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4742 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42999 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9405 members 
Mstep: Class 64 contains 12575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288208.000000 Penalty: 223341.859375
Iteration 321Q: 65 clusters Score -1.392882e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 52110 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213065 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10955 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46326 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8418 members 
Mstep: Class 22 contains 18518 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12671 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33220 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26686 members 
Mstep: Class 30 contains 10997 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15384 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4587 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11851 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7420 members 
Mstep: Class 42 contains 13292 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 7221 members 
Mstep: Class 49 contains 24598 members 
Mstep: Class 50 contains 7516 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 23433 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18647 members 
Mstep: Class 55 contains 3007 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 25891 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4749 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42907 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9415 members 
Mstep: Class 64 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288304.000000 Penalty: 223341.859375
Iteration 322Q: 65 clusters Score -1.392883e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 14076 members 
Mstep: Class 3 contains 52073 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213070 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10929 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13602 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46250 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 6476 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8422 members 
Mstep: Class 22 contains 18584 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12669 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33189 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26687 members 
Mstep: Class 30 contains 10990 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15379 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4587 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11835 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7426 members 
Mstep: Class 42 contains 13268 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6798 members 
Mstep: Class 47 contains 4474 members 
Mstep: Class 48 contains 7215 members 
Mstep: Class 49 contains 24597 members 
Mstep: Class 50 contains 7519 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 23571 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18638 members 
Mstep: Class 55 contains 3007 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26038 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4750 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42815 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9421 members 
Mstep: Class 64 contains 12708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288688.000000 Penalty: 223341.859375
Iteration 323Q: 65 clusters Score -1.392887e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108525 members 
Mstep: Class 2 contains 14080 members 
Mstep: Class 3 contains 52040 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213080 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10915 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13615 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 46187 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8430 members 
Mstep: Class 22 contains 18638 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33172 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26687 members 
Mstep: Class 30 contains 10979 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15376 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4588 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11818 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 7427 members 
Mstep: Class 42 contains 13247 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4472 members 
Mstep: Class 48 contains 7207 members 
Mstep: Class 49 contains 24602 members 
Mstep: Class 50 contains 7518 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 23701 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3007 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26140 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4753 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42724 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9428 members 
Mstep: Class 64 contains 12755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288976.000000 Penalty: 223341.859375
Iteration 324Q: 65 clusters Score -1.39289e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108453 members 
Mstep: Class 2 contains 14083 members 
Mstep: Class 3 contains 52025 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128958 members 
Mstep: Class 8 contains 213086 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10900 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13626 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46129 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 6475 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 8438 members 
Mstep: Class 22 contains 18688 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33154 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26683 members 
Mstep: Class 30 contains 10971 members 
Mstep: Class 31 contains 29665 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15376 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4587 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11812 members 
Mstep: Class 40 contains 4456 members 
Mstep: Class 41 contains 7428 members 
Mstep: Class 42 contains 13227 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1061 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4472 members 
Mstep: Class 48 contains 7204 members 
Mstep: Class 49 contains 24606 members 
Mstep: Class 50 contains 7527 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 23793 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18629 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26201 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4757 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42643 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9436 members 
Mstep: Class 64 contains 12805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288848.000000 Penalty: 223341.859375
Iteration 325Q: 65 clusters Score -1.392888e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 14084 members 
Mstep: Class 3 contains 52021 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213099 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10876 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13641 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46089 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 18744 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33134 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26670 members 
Mstep: Class 30 contains 10959 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15375 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11802 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 7428 members 
Mstep: Class 42 contains 13213 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1062 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4472 members 
Mstep: Class 48 contains 7203 members 
Mstep: Class 49 contains 24608 members 
Mstep: Class 50 contains 7530 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 23895 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18625 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26224 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4759 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42566 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9446 members 
Mstep: Class 64 contains 12831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288928.000000 Penalty: 223341.859375
Iteration 326Q: 65 clusters Score -1.392889e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108389 members 
Mstep: Class 2 contains 14087 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213110 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10860 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46048 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 8444 members 
Mstep: Class 22 contains 18785 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12669 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33124 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26654 members 
Mstep: Class 30 contains 10948 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15372 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11795 members 
Mstep: Class 40 contains 4460 members 
Mstep: Class 41 contains 7428 members 
Mstep: Class 42 contains 13194 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1062 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4471 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24606 members 
Mstep: Class 50 contains 7533 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 23965 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18626 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26235 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4766 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42506 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9454 members 
Mstep: Class 64 contains 12869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288816.000000 Penalty: 223341.859375
Iteration 327Q: 65 clusters Score -1.392888e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108350 members 
Mstep: Class 2 contains 14088 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213125 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10849 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 46021 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4162 members 
Mstep: Class 18 contains 6475 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 8445 members 
Mstep: Class 22 contains 18820 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12673 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33111 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26644 members 
Mstep: Class 30 contains 10943 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15371 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11791 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 7428 members 
Mstep: Class 42 contains 13176 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1062 members 
Mstep: Class 46 contains 6799 members 
Mstep: Class 47 contains 4470 members 
Mstep: Class 48 contains 7199 members 
Mstep: Class 49 contains 24602 members 
Mstep: Class 50 contains 7526 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24014 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18625 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26249 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4772 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42458 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9461 members 
Mstep: Class 64 contains 12920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288864.000000 Penalty: 223341.859375
Iteration 328Q: 65 clusters Score -1.392889e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 14087 members 
Mstep: Class 3 contains 52027 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213133 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10839 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13661 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 46001 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8445 members 
Mstep: Class 22 contains 18864 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 12681 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33099 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26639 members 
Mstep: Class 30 contains 10929 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15372 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11786 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7429 members 
Mstep: Class 42 contains 13162 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1062 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4469 members 
Mstep: Class 48 contains 7196 members 
Mstep: Class 49 contains 24597 members 
Mstep: Class 50 contains 7522 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24043 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18627 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26272 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4776 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42405 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9472 members 
Mstep: Class 64 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289136.000000 Penalty: 223341.859375
Iteration 329Q: 65 clusters Score -1.392891e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108310 members 
Mstep: Class 2 contains 14085 members 
Mstep: Class 3 contains 52022 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213146 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10833 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45992 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 8449 members 
Mstep: Class 22 contains 18897 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12686 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33077 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26631 members 
Mstep: Class 30 contains 10920 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15373 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11785 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7431 members 
Mstep: Class 42 contains 13148 members 
Mstep: Class 43 contains 5539 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1062 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4468 members 
Mstep: Class 48 contains 7197 members 
Mstep: Class 49 contains 24601 members 
Mstep: Class 50 contains 7525 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24075 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18626 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26285 members 
Mstep: Class 58 contains 1789 members 
Mstep: Class 59 contains 4781 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42355 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9480 members 
Mstep: Class 64 contains 12984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289200.000000 Penalty: 223341.859375
Iteration 330Q: 65 clusters Score -1.392892e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 14088 members 
Mstep: Class 3 contains 52024 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213152 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10824 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45975 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 8451 members 
Mstep: Class 22 contains 18924 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12691 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33062 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26619 members 
Mstep: Class 30 contains 10913 members 
Mstep: Class 31 contains 29667 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15368 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4586 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11786 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7431 members 
Mstep: Class 42 contains 13136 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6800 members 
Mstep: Class 47 contains 4468 members 
Mstep: Class 48 contains 7198 members 
Mstep: Class 49 contains 24602 members 
Mstep: Class 50 contains 7527 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24099 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18626 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26286 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4785 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42322 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9489 members 
Mstep: Class 64 contains 13018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289104.000000 Penalty: 223341.859375
Iteration 331Q: 65 clusters Score -1.392891e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108287 members 
Mstep: Class 2 contains 14092 members 
Mstep: Class 3 contains 52026 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213159 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10814 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13662 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45954 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 8452 members 
Mstep: Class 22 contains 18948 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12692 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33046 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26615 members 
Mstep: Class 30 contains 10906 members 
Mstep: Class 31 contains 29668 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 15365 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4586 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11784 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7432 members 
Mstep: Class 42 contains 13130 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24602 members 
Mstep: Class 50 contains 7526 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24128 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18626 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26280 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4786 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42295 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9499 members 
Mstep: Class 64 contains 13048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289232.000000 Penalty: 223341.859375
Iteration 332Q: 65 clusters Score -1.392892e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 14093 members 
Mstep: Class 3 contains 52032 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213168 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10811 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13667 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45939 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 8455 members 
Mstep: Class 22 contains 18968 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12695 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33031 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26607 members 
Mstep: Class 30 contains 10904 members 
Mstep: Class 31 contains 29668 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4673 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4586 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11782 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7432 members 
Mstep: Class 42 contains 13117 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7201 members 
Mstep: Class 49 contains 24597 members 
Mstep: Class 50 contains 7531 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24150 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18624 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26268 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4786 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42261 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9508 members 
Mstep: Class 64 contains 13077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289200.000000 Penalty: 223341.859375
Iteration 333Q: 65 clusters Score -1.392892e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 14098 members 
Mstep: Class 3 contains 52035 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213168 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10807 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45917 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 8455 members 
Mstep: Class 22 contains 18990 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12696 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33024 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26599 members 
Mstep: Class 30 contains 10904 members 
Mstep: Class 31 contains 29668 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4586 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11779 members 
Mstep: Class 40 contains 4463 members 
Mstep: Class 41 contains 7432 members 
Mstep: Class 42 contains 13109 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24593 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24170 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18622 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26264 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4789 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42234 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9519 members 
Mstep: Class 64 contains 13098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289360.000000 Penalty: 223341.859375
Iteration 334Q: 65 clusters Score -1.392894e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 14097 members 
Mstep: Class 3 contains 52040 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213170 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10797 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13683 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45912 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8455 members 
Mstep: Class 22 contains 19010 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33014 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26594 members 
Mstep: Class 30 contains 10906 members 
Mstep: Class 31 contains 29668 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4586 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11778 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7432 members 
Mstep: Class 42 contains 13104 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24589 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24184 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18623 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26256 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4789 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42194 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9535 members 
Mstep: Class 64 contains 13119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289440.000000 Penalty: 223341.859375
Iteration 335Q: 65 clusters Score -1.392894e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108245 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 52042 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128956 members 
Mstep: Class 8 contains 213176 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10787 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45912 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8456 members 
Mstep: Class 22 contains 19018 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12704 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33014 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26591 members 
Mstep: Class 30 contains 10905 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15365 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4586 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11777 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7432 members 
Mstep: Class 42 contains 13093 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24590 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24192 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18627 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26261 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4792 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42164 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9550 members 
Mstep: Class 64 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289504.000000 Penalty: 223341.859375
Iteration 336Q: 65 clusters Score -1.392895e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 52042 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213176 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10783 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13680 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45909 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8456 members 
Mstep: Class 22 contains 19023 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12707 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 33000 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10901 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15365 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4587 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11775 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7432 members 
Mstep: Class 42 contains 13083 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7199 members 
Mstep: Class 49 contains 24590 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24203 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18628 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26271 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4796 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42132 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9568 members 
Mstep: Class 64 contains 13165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289536.000000 Penalty: 223341.859375
Iteration 337Q: 65 clusters Score -1.392895e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108235 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 52041 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213179 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45908 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8454 members 
Mstep: Class 22 contains 19032 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32992 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10896 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4586 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11775 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7433 members 
Mstep: Class 42 contains 13079 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7199 members 
Mstep: Class 49 contains 24590 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24216 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18630 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26264 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4799 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42110 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9581 members 
Mstep: Class 64 contains 13180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289456.000000 Penalty: 223341.859375
Iteration 338Q: 65 clusters Score -1.392895e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 14106 members 
Mstep: Class 3 contains 52039 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213185 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10780 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13674 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45905 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8454 members 
Mstep: Class 22 contains 19033 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32980 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 10895 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4585 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11774 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7433 members 
Mstep: Class 42 contains 13073 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7198 members 
Mstep: Class 49 contains 24585 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24227 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18630 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26271 members 
Mstep: Class 58 contains 1788 members 
Mstep: Class 59 contains 4801 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42095 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9586 members 
Mstep: Class 64 contains 13195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289472.000000 Penalty: 223341.859375
Iteration 339Q: 65 clusters Score -1.392895e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108225 members 
Mstep: Class 2 contains 14112 members 
Mstep: Class 3 contains 52038 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213187 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13673 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45900 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8457 members 
Mstep: Class 22 contains 19035 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12707 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32971 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26591 members 
Mstep: Class 30 contains 10894 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11774 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7433 members 
Mstep: Class 42 contains 13070 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7198 members 
Mstep: Class 49 contains 24585 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24234 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26275 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4803 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42071 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9596 members 
Mstep: Class 64 contains 13208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289424.000000 Penalty: 223341.859375
Iteration 340F: 65 clusters Score -1.392894e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108219 members 
Mstep: Class 2 contains 14117 members 
Mstep: Class 3 contains 52036 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213193 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13667 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45897 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8463 members 
Mstep: Class 22 contains 19040 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12708 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32968 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26590 members 
Mstep: Class 30 contains 10893 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11774 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7433 members 
Mstep: Class 42 contains 13066 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7197 members 
Mstep: Class 49 contains 24587 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24241 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18632 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26274 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4805 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42045 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9608 members 
Mstep: Class 64 contains 13218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289392.000000 Penalty: 223341.859375
Iteration 341Q: 65 clusters Score -1.392894e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 14121 members 
Mstep: Class 3 contains 52040 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213195 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10771 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45895 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8466 members 
Mstep: Class 22 contains 19045 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12711 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32966 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10891 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11775 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7433 members 
Mstep: Class 42 contains 13064 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7198 members 
Mstep: Class 49 contains 24593 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24246 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18632 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26274 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 42011 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9617 members 
Mstep: Class 64 contains 13224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289328.000000 Penalty: 223341.859375
Iteration 342Q: 65 clusters Score -1.392893e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 14121 members 
Mstep: Class 3 contains 52039 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213202 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10767 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13660 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45893 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 19046 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12715 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32962 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26590 members 
Mstep: Class 30 contains 10888 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15368 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4583 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11773 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7433 members 
Mstep: Class 42 contains 13064 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24599 members 
Mstep: Class 50 contains 7543 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24254 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18632 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26273 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41989 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9619 members 
Mstep: Class 64 contains 13232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289344.000000 Penalty: 223341.859375
Iteration 343Q: 65 clusters Score -1.392893e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 14125 members 
Mstep: Class 3 contains 52039 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213204 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10764 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13661 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 19053 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12720 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32957 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26590 members 
Mstep: Class 30 contains 10885 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4583 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11773 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7433 members 
Mstep: Class 42 contains 13062 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7203 members 
Mstep: Class 49 contains 24601 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24257 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18632 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26273 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41977 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9621 members 
Mstep: Class 64 contains 13239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289408.000000 Penalty: 223341.859375
Iteration 344Q: 65 clusters Score -1.392894e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52038 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213210 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10758 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13662 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45887 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8473 members 
Mstep: Class 22 contains 19056 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12722 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32952 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 10883 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4583 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11774 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7433 members 
Mstep: Class 42 contains 13059 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7203 members 
Mstep: Class 49 contains 24603 members 
Mstep: Class 50 contains 7540 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24263 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18632 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26272 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41962 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9623 members 
Mstep: Class 64 contains 13250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289376.000000 Penalty: 223341.859375
Iteration 345Q: 65 clusters Score -1.392894e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 14125 members 
Mstep: Class 3 contains 52038 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213207 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10755 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13662 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45886 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8472 members 
Mstep: Class 22 contains 19058 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12722 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32944 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26587 members 
Mstep: Class 30 contains 10883 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4583 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11775 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7433 members 
Mstep: Class 42 contains 13057 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7203 members 
Mstep: Class 49 contains 24606 members 
Mstep: Class 50 contains 7540 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24277 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26266 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41952 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9633 members 
Mstep: Class 64 contains 13262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289424.000000 Penalty: 223341.859375
Iteration 346Q: 65 clusters Score -1.392894e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52037 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213206 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10753 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13661 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45885 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 8474 members 
Mstep: Class 22 contains 19064 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12723 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32933 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26587 members 
Mstep: Class 30 contains 10883 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4582 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11775 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7434 members 
Mstep: Class 42 contains 13057 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7203 members 
Mstep: Class 49 contains 24604 members 
Mstep: Class 50 contains 7538 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24289 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26249 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41947 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9640 members 
Mstep: Class 64 contains 13278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289440.000000 Penalty: 223341.859375
Iteration 347Q: 65 clusters Score -1.392894e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 14127 members 
Mstep: Class 3 contains 52036 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213201 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10747 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13660 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8474 members 
Mstep: Class 22 contains 19073 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12727 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32921 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26587 members 
Mstep: Class 30 contains 10883 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4582 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11775 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7434 members 
Mstep: Class 42 contains 13057 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7201 members 
Mstep: Class 49 contains 24602 members 
Mstep: Class 50 contains 7538 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24301 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26239 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41944 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9646 members 
Mstep: Class 64 contains 13290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289472.000000 Penalty: 223341.859375
Iteration 348Q: 65 clusters Score -1.392895e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 14125 members 
Mstep: Class 3 contains 52033 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10747 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 19081 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12728 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32912 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26587 members 
Mstep: Class 30 contains 10883 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15368 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4583 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11774 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7434 members 
Mstep: Class 42 contains 13057 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7203 members 
Mstep: Class 49 contains 24605 members 
Mstep: Class 50 contains 7540 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24307 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26233 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41933 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9652 members 
Mstep: Class 64 contains 13303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289584.000000 Penalty: 223341.859375
Iteration 349Q: 65 clusters Score -1.392896e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 14125 members 
Mstep: Class 3 contains 52035 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213197 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10749 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 19088 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12729 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32902 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26587 members 
Mstep: Class 30 contains 10882 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11772 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7434 members 
Mstep: Class 42 contains 13057 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24603 members 
Mstep: Class 50 contains 7539 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24318 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26222 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4810 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41926 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9659 members 
Mstep: Class 64 contains 13314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289552.000000 Penalty: 223341.859375
Iteration 350Q: 65 clusters Score -1.392896e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108185 members 
Mstep: Class 2 contains 14125 members 
Mstep: Class 3 contains 52035 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213195 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10749 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13660 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45883 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12730 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32892 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10881 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11770 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7435 members 
Mstep: Class 42 contains 13056 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24603 members 
Mstep: Class 50 contains 7539 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24328 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26214 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41920 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9666 members 
Mstep: Class 64 contains 13325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289440.000000 Penalty: 223341.859375
Iteration 351Q: 65 clusters Score -1.392894e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 14125 members 
Mstep: Class 3 contains 52036 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213198 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10747 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13662 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 45883 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 19094 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32886 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10879 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11768 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13055 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24603 members 
Mstep: Class 50 contains 7538 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24337 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26205 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4808 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41910 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9672 members 
Mstep: Class 64 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289520.000000 Penalty: 223341.859375
Iteration 352Q: 65 clusters Score -1.392895e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 52036 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213197 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10742 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45882 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 19097 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12731 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32881 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10879 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15368 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13055 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24600 members 
Mstep: Class 50 contains 7538 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24352 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26195 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4808 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41905 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9680 members 
Mstep: Class 64 contains 13341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289536.000000 Penalty: 223341.859375
Iteration 353Q: 65 clusters Score -1.392895e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 52035 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213194 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10739 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45882 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 19097 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32880 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10878 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15368 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24600 members 
Mstep: Class 50 contains 7539 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24361 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26192 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4808 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41898 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9688 members 
Mstep: Class 64 contains 13342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289520.000000 Penalty: 223341.859375
Iteration 354Q: 65 clusters Score -1.392895e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 52034 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213194 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10741 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45881 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8476 members 
Mstep: Class 22 contains 19101 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12732 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32875 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10876 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15368 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11769 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24600 members 
Mstep: Class 50 contains 7538 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24367 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26183 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4808 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41891 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9694 members 
Mstep: Class 64 contains 13343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289424.000000 Penalty: 223341.859375
Iteration 355Q: 65 clusters Score -1.392894e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 52033 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213194 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10740 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13661 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45882 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 6468 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8476 members 
Mstep: Class 22 contains 19105 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32869 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 10874 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11769 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24602 members 
Mstep: Class 50 contains 7535 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24375 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26180 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4809 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41885 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9697 members 
Mstep: Class 64 contains 13344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289552.000000 Penalty: 223341.859375
Iteration 356Q: 65 clusters Score -1.392896e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 14121 members 
Mstep: Class 3 contains 52030 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213196 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10738 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45882 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19109 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12731 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32868 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10872 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15367 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11769 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24607 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24378 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26179 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4812 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41877 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9698 members 
Mstep: Class 64 contains 13347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289568.000000 Penalty: 223341.859375
Iteration 357Q: 65 clusters Score -1.392896e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213198 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10736 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45883 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19109 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12732 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32869 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 10871 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11769 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6802 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24609 members 
Mstep: Class 50 contains 7535 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24379 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26173 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4812 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41872 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9700 members 
Mstep: Class 64 contains 13352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289456.000000 Penalty: 223341.859375
Iteration 358Q: 65 clusters Score -1.392895e+08 nChanged 24
Entering ConstructFrom: 
Score: -139289456.000000 Penalty: 223341.859375
Entering ConstructFrom: 
Trying to split cluster 1 (108181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108181 members 
Entering Unmasked Estep 
Score: -12171164.000000 Penalty: 2874.707275
	Iteration 0F: 2 clusters Score -1.217116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -12099033.000000 Penalty: 5749.414551
	Iteration 0F: 3 clusters Score -1.209903e+07 nChanged 51279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -12127845.000000 Penalty: 5749.414551
	Iteration 1F: 3 clusters Score -1.212784e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -12128435.000000 Penalty: 5749.414551
	Iteration 2Q: 3 clusters Score -1.212844e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -12129037.000000 Penalty: 5749.414551
	Iteration 3Q: 3 clusters Score -1.212904e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -12129660.000000 Penalty: 5749.414551
	Iteration 4Q: 3 clusters Score -1.212966e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -12130483.000000 Penalty: 5749.414551
	Iteration 5Q: 3 clusters Score -1.213048e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -12131684.000000 Penalty: 5749.414551
	Iteration 6Q: 3 clusters Score -1.213168e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -12133336.000000 Penalty: 5749.414551
	Iteration 7Q: 3 clusters Score -1.213334e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -12136071.000000 Penalty: 5749.414551
	Iteration 8Q: 3 clusters Score -1.213607e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -12140366.000000 Penalty: 5749.414551
	Iteration 9F: 3 clusters Score -1.214037e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -12146106.000000 Penalty: 5749.414551
	Iteration 10F: 3 clusters Score -1.214611e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -12152183.000000 Penalty: 5749.414551
	Iteration 11F: 3 clusters Score -1.215218e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -12157046.000000 Penalty: 5749.414551
	Iteration 12F: 3 clusters Score -1.215705e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -12160889.000000 Penalty: 5749.414551
	Iteration 13Q: 3 clusters Score -1.216089e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 97399 members 
Entering Unmasked Estep 
Score: -12163485.000000 Penalty: 5749.414551
	Iteration 14Q: 3 clusters Score -1.216348e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 99845 members 
Entering Unmasked Estep 
Score: -12165308.000000 Penalty: 5749.414551
	Iteration 15Q: 3 clusters Score -1.216531e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -12166705.000000 Penalty: 5749.414551
	Iteration 16Q: 3 clusters Score -1.21667e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -12167783.000000 Penalty: 5749.414551
	Iteration 17Q: 3 clusters Score -1.216778e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 103961 members 
Entering Unmasked Estep 
Score: -12168402.000000 Penalty: 5749.414551
	Iteration 18Q: 3 clusters Score -1.21684e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -12168780.000000 Penalty: 5749.414551
	Iteration 19Q: 3 clusters Score -1.216878e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -12169020.000000 Penalty: 5749.414551
	Iteration 20F: 3 clusters Score -1.216902e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 105242 members 
Entering Unmasked Estep 
Score: -12169191.000000 Penalty: 5749.414551
	Iteration 21Q: 3 clusters Score -1.216919e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -12169312.000000 Penalty: 5749.414551
	Iteration 22Q: 3 clusters Score -1.216931e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -12169376.000000 Penalty: 5749.414551
	Iteration 23Q: 3 clusters Score -1.216938e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -12169420.000000 Penalty: 5749.414551
	Iteration 24Q: 3 clusters Score -1.216942e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 105739 members 
Entering Unmasked Estep 
Score: -12169458.000000 Penalty: 5749.414551
	Iteration 25Q: 3 clusters Score -1.216946e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -12169487.000000 Penalty: 5749.414551
	Iteration 26Q: 3 clusters Score -1.216949e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 105820 members 
Entering Unmasked Estep 
Score: -12169493.000000 Penalty: 5749.414551
	Iteration 27Q: 3 clusters Score -1.216949e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -12169523.000000 Penalty: 5749.414551
	Iteration 28Q: 3 clusters Score -1.216952e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 105891 members 
Entering Unmasked Estep 
Score: -12169523.000000 Penalty: 5749.414551
	Iteration 29Q: 3 clusters Score -1.216952e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 105937 members 
Entering Unmasked Estep 
Score: -12169560.000000 Penalty: 5749.414551
	Iteration 30Q: 3 clusters Score -1.216956e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 105979 members 
Entering Unmasked Estep 
Score: -12169573.000000 Penalty: 5749.414551
	Iteration 31Q: 3 clusters Score -1.216957e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -12169601.000000 Penalty: 5749.414551
	Iteration 32Q: 3 clusters Score -1.21696e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -12169591.000000 Penalty: 5749.414551
	Iteration 33Q: 3 clusters Score -1.216959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
Score: -12169595.000000 Penalty: 5749.414551
	Iteration 34Q: 3 clusters Score -1.21696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 106050 members 
Entering Unmasked Estep 
Score: -12169597.000000 Penalty: 5749.414551
	Iteration 35Q: 3 clusters Score -1.21696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -12169600.000000 Penalty: 5749.414551
	Iteration 36Q: 3 clusters Score -1.21696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -12169584.000000 Penalty: 5749.414551
	Iteration 37Q: 3 clusters Score -1.216958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 106072 members 
Entering Unmasked Estep 
Score: -12169603.000000 Penalty: 5749.414551
	Iteration 38Q: 3 clusters Score -1.21696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -12169611.000000 Penalty: 5749.414551
	Iteration 39Q: 3 clusters Score -1.216961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -12169612.000000 Penalty: 5749.414551
	Iteration 40F: 3 clusters Score -1.216961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -12169620.000000 Penalty: 5749.414551
	Iteration 41Q: 3 clusters Score -1.216962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -12169619.000000 Penalty: 5749.414551
	Iteration 42Q: 3 clusters Score -1.216962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 106087 members 
Entering Unmasked Estep 
Score: -12169628.000000 Penalty: 5749.414551
	Iteration 43Q: 3 clusters Score -1.216963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 106087 members 
Entering Unmasked Estep 
Score: -12169633.000000 Penalty: 5749.414551
	Iteration 44Q: 3 clusters Score -1.216963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -12169621.000000 Penalty: 5749.414551
	Iteration 45Q: 3 clusters Score -1.216962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -12169624.000000 Penalty: 5749.414551
	Iteration 46Q: 3 clusters Score -1.216962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -12169619.000000 Penalty: 5749.414551
	Iteration 47Q: 3 clusters Score -1.216962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -12169619.000000 Penalty: 5749.414551
	Iteration 48Q: 3 clusters Score -1.216962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -12169616.000000 Penalty: 5749.414551
	Iteration 49Q: 3 clusters Score -1.216962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -12169622.000000 Penalty: 5749.414551
	Iteration 50Q: 3 clusters Score -1.216962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 106096 members 
Entering Unmasked Estep 
Score: -12169621.000000 Penalty: 5749.414551
	Iteration 51Q: 3 clusters Score -1.216962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -12169619.000000 Penalty: 5749.414551
	Iteration 52Q: 3 clusters Score -1.216962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 106099 members 
Entering Unmasked Estep 
Score: -12169612.000000 Penalty: 5749.414551
	Iteration 53Q: 3 clusters Score -1.216961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 106100 members 
Entering Unmasked Estep 
Score: -12169623.000000 Penalty: 5749.414551
	Iteration 54Q: 3 clusters Score -1.216962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -12169624.000000 Penalty: 5749.414551
	Iteration 55Q: 3 clusters Score -1.216962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -12169624.000000 Penalty: 5749.414551
	Iteration 56F: 3 clusters Score -1.216962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Entering Unmasked Estep 
Score: -1543848.375000 Penalty: 2369.778809
	Iteration 0F: 2 clusters Score -1543848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1533439.125000 Penalty: 4739.557617
	Iteration 0F: 3 clusters Score -1533439 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1537078.125000 Penalty: 4739.557617
	Iteration 1F: 3 clusters Score -1537078 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1537932.625000 Penalty: 4739.557617
	Iteration 2F: 3 clusters Score -1537933 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1538988.625000 Penalty: 4739.557617
	Iteration 3F: 3 clusters Score -1538989 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1540181.875000 Penalty: 4739.557617
	Iteration 4F: 3 clusters Score -1540182 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1541201.750000 Penalty: 4739.557617
	Iteration 5F: 3 clusters Score -1541202 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1541888.000000 Penalty: 4739.557617
	Iteration 6F: 3 clusters Score -1541888 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1542364.875000 Penalty: 4739.557617
	Iteration 7Q: 3 clusters Score -1542365 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1542623.500000 Penalty: 4739.557617
	Iteration 8Q: 3 clusters Score -1542624 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1542751.000000 Penalty: 4739.557617
	Iteration 9Q: 3 clusters Score -1542751 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1542832.125000 Penalty: 4739.557617
	Iteration 10Q: 3 clusters Score -1542832 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1542896.125000 Penalty: 4739.557617
	Iteration 11Q: 3 clusters Score -1542896 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1542947.750000 Penalty: 4739.557617
	Iteration 12Q: 3 clusters Score -1542948 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1542979.875000 Penalty: 4739.557617
	Iteration 13Q: 3 clusters Score -1542980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1543003.250000 Penalty: 4739.557617
	Iteration 14Q: 3 clusters Score -1543003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1543022.000000 Penalty: 4739.557617
	Iteration 15Q: 3 clusters Score -1543022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1543034.875000 Penalty: 4739.557617
	Iteration 16Q: 3 clusters Score -1543035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1543045.375000 Penalty: 4739.557617
	Iteration 17Q: 3 clusters Score -1543045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1543063.375000 Penalty: 4739.557617
	Iteration 18Q: 3 clusters Score -1543063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1543076.625000 Penalty: 4739.557617
	Iteration 19Q: 3 clusters Score -1543077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1543104.250000 Penalty: 4739.557617
	Iteration 20F: 3 clusters Score -1543104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1543127.625000 Penalty: 4739.557617
	Iteration 21Q: 3 clusters Score -1543128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1543155.875000 Penalty: 4739.557617
	Iteration 22Q: 3 clusters Score -1543156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1543189.875000 Penalty: 4739.557617
	Iteration 23Q: 3 clusters Score -1543190 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1543226.625000 Penalty: 4739.557617
	Iteration 24Q: 3 clusters Score -1543227 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1543255.500000 Penalty: 4739.557617
	Iteration 25Q: 3 clusters Score -1543256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1543290.250000 Penalty: 4739.557617
	Iteration 26Q: 3 clusters Score -1543290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1543334.375000 Penalty: 4739.557617
	Iteration 27Q: 3 clusters Score -1543334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1543385.125000 Penalty: 4739.557617
	Iteration 28Q: 3 clusters Score -1543385 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1543437.000000 Penalty: 4739.557617
	Iteration 29Q: 3 clusters Score -1543437 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1543493.000000 Penalty: 4739.557617
	Iteration 30Q: 3 clusters Score -1543493 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1543545.000000 Penalty: 4739.557617
	Iteration 31Q: 3 clusters Score -1543545 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1543601.250000 Penalty: 4739.557617
	Iteration 32Q: 3 clusters Score -1543601 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1543645.250000 Penalty: 4739.557617
	Iteration 33Q: 3 clusters Score -1543645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1543682.125000 Penalty: 4739.557617
	Iteration 34Q: 3 clusters Score -1543682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1543702.750000 Penalty: 4739.557617
	Iteration 35Q: 3 clusters Score -1543703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1543723.375000 Penalty: 4739.557617
	Iteration 36Q: 3 clusters Score -1543723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1543738.250000 Penalty: 4739.557617
	Iteration 37Q: 3 clusters Score -1543738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1543747.375000 Penalty: 4739.557617
	Iteration 38Q: 3 clusters Score -1543747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1543753.750000 Penalty: 4739.557617
	Iteration 39Q: 3 clusters Score -1543754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1543751.500000 Penalty: 4739.557617
	Iteration 40F: 3 clusters Score -1543752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1543754.125000 Penalty: 4739.557617
	Iteration 41Q: 3 clusters Score -1543754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1543757.250000 Penalty: 4739.557617
	Iteration 42Q: 3 clusters Score -1543757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1543757.625000 Penalty: 4739.557617
	Iteration 43Q: 3 clusters Score -1543758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1543756.000000 Penalty: 4739.557617
	Iteration 44Q: 3 clusters Score -1543756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1543757.875000 Penalty: 4739.557617
	Iteration 45Q: 3 clusters Score -1543758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1543755.750000 Penalty: 4739.557617
	Iteration 46Q: 3 clusters Score -1543756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1543755.750000 Penalty: 4739.557617
	Iteration 47Q: 3 clusters Score -1543756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1543757.875000 Penalty: 4739.557617
	Iteration 48Q: 3 clusters Score -1543758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1543757.875000 Penalty: 4739.557617
	Iteration 49Q: 3 clusters Score -1543758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1543757.875000 Penalty: 4739.557617
	Iteration 50F: 3 clusters Score -1543758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Entering Unmasked Estep 
Score: -5935645.500000 Penalty: 2693.179688
	Iteration 0F: 2 clusters Score -5935646 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 26019 members 
Entering Unmasked Estep 
Score: -5900566.000000 Penalty: 5386.359375
	Iteration 0F: 3 clusters Score -5900566 nChanged 24181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5913888.500000 Penalty: 5386.359375
	Iteration 1F: 3 clusters Score -5913888 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -5914422.000000 Penalty: 5386.359375
	Iteration 2Q: 3 clusters Score -5914422 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5914877.500000 Penalty: 5386.359375
	Iteration 3Q: 3 clusters Score -5914878 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -5915402.000000 Penalty: 5386.359375
	Iteration 4Q: 3 clusters Score -5915402 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -5915995.500000 Penalty: 5386.359375
	Iteration 5Q: 3 clusters Score -5915996 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -5916636.000000 Penalty: 5386.359375
	Iteration 6Q: 3 clusters Score -5916636 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -5917526.000000 Penalty: 5386.359375
	Iteration 7Q: 3 clusters Score -5917526 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5918836.500000 Penalty: 5386.359375
	Iteration 8Q: 3 clusters Score -5918836 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -5920585.000000 Penalty: 5386.359375
	Iteration 9F: 3 clusters Score -5920585 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5922976.500000 Penalty: 5386.359375
	Iteration 10F: 3 clusters Score -5922976 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -5925889.000000 Penalty: 5386.359375
	Iteration 11F: 3 clusters Score -5925889 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -5928691.000000 Penalty: 5386.359375
	Iteration 12F: 3 clusters Score -5928691 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -5930791.500000 Penalty: 5386.359375
	Iteration 13Q: 3 clusters Score -5930792 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -5932093.500000 Penalty: 5386.359375
	Iteration 14Q: 3 clusters Score -5932094 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -5932731.000000 Penalty: 5386.359375
	Iteration 15Q: 3 clusters Score -5932731 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -5933059.000000 Penalty: 5386.359375
	Iteration 16Q: 3 clusters Score -5933059 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -5933276.000000 Penalty: 5386.359375
	Iteration 17Q: 3 clusters Score -5933276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -5933411.000000 Penalty: 5386.359375
	Iteration 18Q: 3 clusters Score -5933411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -5933489.000000 Penalty: 5386.359375
	Iteration 19Q: 3 clusters Score -5933489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -5933547.000000 Penalty: 5386.359375
	Iteration 20F: 3 clusters Score -5933547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -5933572.000000 Penalty: 5386.359375
	Iteration 21Q: 3 clusters Score -5933572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -5933578.000000 Penalty: 5386.359375
	Iteration 22Q: 3 clusters Score -5933578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -5933583.000000 Penalty: 5386.359375
	Iteration 23Q: 3 clusters Score -5933583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -5933590.000000 Penalty: 5386.359375
	Iteration 24Q: 3 clusters Score -5933590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -5933592.500000 Penalty: 5386.359375
	Iteration 25Q: 3 clusters Score -5933592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -5933592.000000 Penalty: 5386.359375
	Iteration 26Q: 3 clusters Score -5933592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -5933591.000000 Penalty: 5386.359375
	Iteration 27Q: 3 clusters Score -5933591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -5933591.000000 Penalty: 5386.359375
	Iteration 28Q: 3 clusters Score -5933591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -5933596.000000 Penalty: 5386.359375
	Iteration 29Q: 3 clusters Score -5933596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -5933597.000000 Penalty: 5386.359375
	Iteration 30Q: 3 clusters Score -5933597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -5933597.000000 Penalty: 5386.359375
	Iteration 31Q: 3 clusters Score -5933597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -5933594.500000 Penalty: 5386.359375
	Iteration 32Q: 3 clusters Score -5933594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -5933598.000000 Penalty: 5386.359375
	Iteration 33Q: 3 clusters Score -5933598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -5933596.500000 Penalty: 5386.359375
	Iteration 34Q: 3 clusters Score -5933596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -5933601.000000 Penalty: 5386.359375
	Iteration 35Q: 3 clusters Score -5933601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -5933602.000000 Penalty: 5386.359375
	Iteration 36Q: 3 clusters Score -5933602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -5933605.500000 Penalty: 5386.359375
	Iteration 37Q: 3 clusters Score -5933606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -5933616.000000 Penalty: 5386.359375
	Iteration 38Q: 3 clusters Score -5933616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -5933614.500000 Penalty: 5386.359375
	Iteration 39Q: 3 clusters Score -5933614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -5933614.500000 Penalty: 5386.359375
	Iteration 40F: 3 clusters Score -5933614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Entering Unmasked Estep 
Score: -816922.000000 Penalty: 2223.149170
	Iteration 0F: 2 clusters Score -816922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -810649.187500 Penalty: 4446.298340
	Iteration 0F: 3 clusters Score -810649.2 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -812371.937500 Penalty: 4446.298340
	Iteration 1F: 3 clusters Score -812371.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -812722.187500 Penalty: 4446.298340
	Iteration 2F: 3 clusters Score -812722.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -813020.687500 Penalty: 4446.298340
	Iteration 3F: 3 clusters Score -813020.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -813284.000000 Penalty: 4446.298340
	Iteration 4Q: 3 clusters Score -813284 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -813498.125000 Penalty: 4446.298340
	Iteration 5Q: 3 clusters Score -813498.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -813679.125000 Penalty: 4446.298340
	Iteration 6Q: 3 clusters Score -813679.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -813861.062500 Penalty: 4446.298340
	Iteration 7Q: 3 clusters Score -813861.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -814027.750000 Penalty: 4446.298340
	Iteration 8Q: 3 clusters Score -814027.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -814178.812500 Penalty: 4446.298340
	Iteration 9Q: 3 clusters Score -814178.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -814333.625000 Penalty: 4446.298340
	Iteration 10Q: 3 clusters Score -814333.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -814478.437500 Penalty: 4446.298340
	Iteration 11Q: 3 clusters Score -814478.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -814613.875000 Penalty: 4446.298340
	Iteration 12Q: 3 clusters Score -814613.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -814718.437500 Penalty: 4446.298340
	Iteration 13Q: 3 clusters Score -814718.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -814793.625000 Penalty: 4446.298340
	Iteration 14Q: 3 clusters Score -814793.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -814848.000000 Penalty: 4446.298340
	Iteration 15Q: 3 clusters Score -814848 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -814897.500000 Penalty: 4446.298340
	Iteration 16Q: 3 clusters Score -814897.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -814935.812500 Penalty: 4446.298340
	Iteration 17Q: 3 clusters Score -814935.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -814972.687500 Penalty: 4446.298340
	Iteration 18Q: 3 clusters Score -814972.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -814998.625000 Penalty: 4446.298340
	Iteration 19Q: 3 clusters Score -814998.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -815019.125000 Penalty: 4446.298340
	Iteration 20F: 3 clusters Score -815019.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -815048.500000 Penalty: 4446.298340
	Iteration 21Q: 3 clusters Score -815048.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -815074.125000 Penalty: 4446.298340
	Iteration 22Q: 3 clusters Score -815074.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -815091.187500 Penalty: 4446.298340
	Iteration 23Q: 3 clusters Score -815091.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -815106.000000 Penalty: 4446.298340
	Iteration 24Q: 3 clusters Score -815106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -815119.500000 Penalty: 4446.298340
	Iteration 25Q: 3 clusters Score -815119.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -815131.437500 Penalty: 4446.298340
	Iteration 26Q: 3 clusters Score -815131.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -815143.937500 Penalty: 4446.298340
	Iteration 27Q: 3 clusters Score -815143.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -815154.250000 Penalty: 4446.298340
	Iteration 28Q: 3 clusters Score -815154.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -815161.937500 Penalty: 4446.298340
	Iteration 29Q: 3 clusters Score -815161.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -815168.687500 Penalty: 4446.298340
	Iteration 30Q: 3 clusters Score -815168.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -815178.500000 Penalty: 4446.298340
	Iteration 31Q: 3 clusters Score -815178.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -815185.312500 Penalty: 4446.298340
	Iteration 32Q: 3 clusters Score -815185.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -815193.187500 Penalty: 4446.298340
	Iteration 33Q: 3 clusters Score -815193.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -815199.812500 Penalty: 4446.298340
	Iteration 34Q: 3 clusters Score -815199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -815204.687500 Penalty: 4446.298340
	Iteration 35Q: 3 clusters Score -815204.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -815204.687500 Penalty: 4446.298340
	Iteration 36Q: 3 clusters Score -815204.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -815207.250000 Penalty: 4446.298340
	Iteration 37Q: 3 clusters Score -815207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -815210.000000 Penalty: 4446.298340
	Iteration 38Q: 3 clusters Score -815210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -815213.562500 Penalty: 4446.298340
	Iteration 39Q: 3 clusters Score -815213.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -815212.812500 Penalty: 4446.298340
	Iteration 40F: 3 clusters Score -815212.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -815217.187500 Penalty: 4446.298340
	Iteration 41Q: 3 clusters Score -815217.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -815219.437500 Penalty: 4446.298340
	Iteration 42Q: 3 clusters Score -815219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -815222.312500 Penalty: 4446.298340
	Iteration 43Q: 3 clusters Score -815222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -815221.687500 Penalty: 4446.298340
	Iteration 44Q: 3 clusters Score -815221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -815223.250000 Penalty: 4446.298340
	Iteration 45Q: 3 clusters Score -815223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -815224.750000 Penalty: 4446.298340
	Iteration 46Q: 3 clusters Score -815224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -815227.250000 Penalty: 4446.298340
	Iteration 47Q: 3 clusters Score -815227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -815229.312500 Penalty: 4446.298340
	Iteration 48Q: 3 clusters Score -815229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -815230.562500 Penalty: 4446.298340
	Iteration 49Q: 3 clusters Score -815230.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -815237.437500 Penalty: 4446.298340
	Iteration 50Q: 3 clusters Score -815237.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -815242.187500 Penalty: 4446.298340
	Iteration 51Q: 3 clusters Score -815242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -815243.250000 Penalty: 4446.298340
	Iteration 52Q: 3 clusters Score -815243.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -815245.312500 Penalty: 4446.298340
	Iteration 53Q: 3 clusters Score -815245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -815245.437500 Penalty: 4446.298340
	Iteration 54Q: 3 clusters Score -815245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -815248.875000 Penalty: 4446.298340
	Iteration 55Q: 3 clusters Score -815248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -815250.250000 Penalty: 4446.298340
	Iteration 56Q: 3 clusters Score -815250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -815252.812500 Penalty: 4446.298340
	Iteration 57Q: 3 clusters Score -815252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -815255.875000 Penalty: 4446.298340
	Iteration 58Q: 3 clusters Score -815255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -815255.562500 Penalty: 4446.298340
	Iteration 59Q: 3 clusters Score -815255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -815255.625000 Penalty: 4446.298340
	Iteration 60F: 3 clusters Score -815255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -815258.625000 Penalty: 4446.298340
	Iteration 61Q: 3 clusters Score -815258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -815260.187500 Penalty: 4446.298340
	Iteration 62Q: 3 clusters Score -815260.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -815261.750000 Penalty: 4446.298340
	Iteration 63Q: 3 clusters Score -815261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -815263.500000 Penalty: 4446.298340
	Iteration 64Q: 3 clusters Score -815263.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -815264.000000 Penalty: 4446.298340
	Iteration 65Q: 3 clusters Score -815264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -815268.750000 Penalty: 4446.298340
	Iteration 66Q: 3 clusters Score -815268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -815271.312500 Penalty: 4446.298340
	Iteration 67Q: 3 clusters Score -815271.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -815274.562500 Penalty: 4446.298340
	Iteration 68Q: 3 clusters Score -815274.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -815276.812500 Penalty: 4446.298340
	Iteration 69Q: 3 clusters Score -815276.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -815282.250000 Penalty: 4446.298340
	Iteration 70Q: 3 clusters Score -815282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -815288.062500 Penalty: 4446.298340
	Iteration 71Q: 3 clusters Score -815288.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -815294.375000 Penalty: 4446.298340
	Iteration 72Q: 3 clusters Score -815294.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -815299.437500 Penalty: 4446.298340
	Iteration 73Q: 3 clusters Score -815299.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -815307.000000 Penalty: 4446.298340
	Iteration 74Q: 3 clusters Score -815307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -815315.437500 Penalty: 4446.298340
	Iteration 75Q: 3 clusters Score -815315.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -815324.125000 Penalty: 4446.298340
	Iteration 76Q: 3 clusters Score -815324.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -815333.500000 Penalty: 4446.298340
	Iteration 77Q: 3 clusters Score -815333.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -815342.687500 Penalty: 4446.298340
	Iteration 78Q: 3 clusters Score -815342.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -815355.937500 Penalty: 4446.298340
	Iteration 79Q: 3 clusters Score -815355.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -815368.125000 Penalty: 4446.298340
	Iteration 80F: 3 clusters Score -815368.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -815378.750000 Penalty: 4446.298340
	Iteration 81Q: 3 clusters Score -815378.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -815388.750000 Penalty: 4446.298340
	Iteration 82Q: 3 clusters Score -815388.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -815399.562500 Penalty: 4446.298340
	Iteration 83Q: 3 clusters Score -815399.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -815419.937500 Penalty: 4446.298340
	Iteration 84Q: 3 clusters Score -815419.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -815448.125000 Penalty: 4446.298340
	Iteration 85Q: 3 clusters Score -815448.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -815479.437500 Penalty: 4446.298340
	Iteration 86Q: 3 clusters Score -815479.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -815513.687500 Penalty: 4446.298340
	Iteration 87Q: 3 clusters Score -815513.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -815554.375000 Penalty: 4446.298340
	Iteration 88Q: 3 clusters Score -815554.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -815584.500000 Penalty: 4446.298340
	Iteration 89Q: 3 clusters Score -815584.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -815605.625000 Penalty: 4446.298340
	Iteration 90Q: 3 clusters Score -815605.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -815626.875000 Penalty: 4446.298340
	Iteration 91Q: 3 clusters Score -815626.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -815646.625000 Penalty: 4446.298340
	Iteration 92Q: 3 clusters Score -815646.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -815653.562500 Penalty: 4446.298340
	Iteration 93Q: 3 clusters Score -815653.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -815667.375000 Penalty: 4446.298340
	Iteration 94Q: 3 clusters Score -815667.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -815679.562500 Penalty: 4446.298340
	Iteration 95Q: 3 clusters Score -815679.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -815683.500000 Penalty: 4446.298340
	Iteration 96Q: 3 clusters Score -815683.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -815689.625000 Penalty: 4446.298340
	Iteration 97Q: 3 clusters Score -815689.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -815697.125000 Penalty: 4446.298340
	Iteration 98Q: 3 clusters Score -815697.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -815707.750000 Penalty: 4446.298340
	Iteration 99Q: 3 clusters Score -815707.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -815713.187500 Penalty: 4446.298340
	Iteration 100F: 3 clusters Score -815713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -815713.250000 Penalty: 4446.298340
	Iteration 101Q: 3 clusters Score -815713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -815714.250000 Penalty: 4446.298340
	Iteration 102Q: 3 clusters Score -815714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -815716.062500 Penalty: 4446.298340
	Iteration 103Q: 3 clusters Score -815716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -815717.250000 Penalty: 4446.298340
	Iteration 104Q: 3 clusters Score -815717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -815717.250000 Penalty: 4446.298340
	Iteration 105F: 3 clusters Score -815717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -581494.062500 Penalty: 2145.800781
	Iteration 0F: 2 clusters Score -581494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -576520.437500 Penalty: 4291.601562
	Iteration 0F: 3 clusters Score -576520.4 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -577981.250000 Penalty: 4291.601562
	Iteration 1F: 3 clusters Score -577981.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -578614.250000 Penalty: 4291.601562
	Iteration 2F: 3 clusters Score -578614.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -579182.812500 Penalty: 4291.601562
	Iteration 3F: 3 clusters Score -579182.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -579614.062500 Penalty: 4291.601562
	Iteration 4F: 3 clusters Score -579614.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -579900.437500 Penalty: 4291.601562
	Iteration 5F: 3 clusters Score -579900.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -580082.625000 Penalty: 4291.601562
	Iteration 6Q: 3 clusters Score -580082.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -580180.250000 Penalty: 4291.601562
	Iteration 7Q: 3 clusters Score -580180.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -580236.125000 Penalty: 4291.601562
	Iteration 8Q: 3 clusters Score -580236.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -580266.000000 Penalty: 4291.601562
	Iteration 9Q: 3 clusters Score -580266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -580288.812500 Penalty: 4291.601562
	Iteration 10Q: 3 clusters Score -580288.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -580301.937500 Penalty: 4291.601562
	Iteration 11Q: 3 clusters Score -580301.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -580315.187500 Penalty: 4291.601562
	Iteration 12Q: 3 clusters Score -580315.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -580323.750000 Penalty: 4291.601562
	Iteration 13Q: 3 clusters Score -580323.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -580331.562500 Penalty: 4291.601562
	Iteration 14Q: 3 clusters Score -580331.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -580337.062500 Penalty: 4291.601562
	Iteration 15Q: 3 clusters Score -580337.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -580342.250000 Penalty: 4291.601562
	Iteration 16Q: 3 clusters Score -580342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -580346.000000 Penalty: 4291.601562
	Iteration 17Q: 3 clusters Score -580346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -580348.937500 Penalty: 4291.601562
	Iteration 18Q: 3 clusters Score -580348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -580352.062500 Penalty: 4291.601562
	Iteration 19Q: 3 clusters Score -580352.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -580354.562500 Penalty: 4291.601562
	Iteration 20F: 3 clusters Score -580354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -580356.437500 Penalty: 4291.601562
	Iteration 21Q: 3 clusters Score -580356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -580361.250000 Penalty: 4291.601562
	Iteration 22Q: 3 clusters Score -580361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -580361.437500 Penalty: 4291.601562
	Iteration 23Q: 3 clusters Score -580361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -580362.000000 Penalty: 4291.601562
	Iteration 24Q: 3 clusters Score -580362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -580365.250000 Penalty: 4291.601562
	Iteration 25Q: 3 clusters Score -580365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -580366.375000 Penalty: 4291.601562
	Iteration 26Q: 3 clusters Score -580366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -580367.062500 Penalty: 4291.601562
	Iteration 27Q: 3 clusters Score -580367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -580367.687500 Penalty: 4291.601562
	Iteration 28Q: 3 clusters Score -580367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -580367.375000 Penalty: 4291.601562
	Iteration 29Q: 3 clusters Score -580367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -580370.750000 Penalty: 4291.601562
	Iteration 30Q: 3 clusters Score -580370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -580372.125000 Penalty: 4291.601562
	Iteration 31Q: 3 clusters Score -580372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -580372.437500 Penalty: 4291.601562
	Iteration 32Q: 3 clusters Score -580372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -580373.000000 Penalty: 4291.601562
	Iteration 33Q: 3 clusters Score -580373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -580373.000000 Penalty: 4291.601562
	Iteration 34F: 3 clusters Score -580373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Entering Unmasked Estep 
Score: -1234219.000000 Penalty: 2321.378418
	Iteration 0F: 2 clusters Score -1234219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1225475.750000 Penalty: 4642.756836
	Iteration 0F: 3 clusters Score -1225476 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1228157.625000 Penalty: 4642.756836
	Iteration 1F: 3 clusters Score -1228158 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1228446.125000 Penalty: 4642.756836
	Iteration 2F: 3 clusters Score -1228446 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1228643.250000 Penalty: 4642.756836
	Iteration 3Q: 3 clusters Score -1228643 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1228786.375000 Penalty: 4642.756836
	Iteration 4Q: 3 clusters Score -1228786 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1228892.625000 Penalty: 4642.756836
	Iteration 5Q: 3 clusters Score -1228893 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1229006.250000 Penalty: 4642.756836
	Iteration 6Q: 3 clusters Score -1229006 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1229094.625000 Penalty: 4642.756836
	Iteration 7Q: 3 clusters Score -1229095 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1229179.000000 Penalty: 4642.756836
	Iteration 8Q: 3 clusters Score -1229179 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1229253.750000 Penalty: 4642.756836
	Iteration 9Q: 3 clusters Score -1229254 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1229326.125000 Penalty: 4642.756836
	Iteration 10Q: 3 clusters Score -1229326 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1229403.500000 Penalty: 4642.756836
	Iteration 11Q: 3 clusters Score -1229404 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1229484.500000 Penalty: 4642.756836
	Iteration 12Q: 3 clusters Score -1229484 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1229585.625000 Penalty: 4642.756836
	Iteration 13Q: 3 clusters Score -1229586 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1229690.625000 Penalty: 4642.756836
	Iteration 14Q: 3 clusters Score -1229691 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1229810.000000 Penalty: 4642.756836
	Iteration 15Q: 3 clusters Score -1229810 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1229962.625000 Penalty: 4642.756836
	Iteration 16Q: 3 clusters Score -1229963 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1230145.750000 Penalty: 4642.756836
	Iteration 17Q: 3 clusters Score -1230146 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1230319.125000 Penalty: 4642.756836
	Iteration 18Q: 3 clusters Score -1230319 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1230546.875000 Penalty: 4642.756836
	Iteration 19Q: 3 clusters Score -1230547 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1230792.750000 Penalty: 4642.756836
	Iteration 20F: 3 clusters Score -1230793 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1231035.000000 Penalty: 4642.756836
	Iteration 21Q: 3 clusters Score -1231035 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1231268.125000 Penalty: 4642.756836
	Iteration 22Q: 3 clusters Score -1231268 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1231466.375000 Penalty: 4642.756836
	Iteration 23Q: 3 clusters Score -1231466 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1231640.625000 Penalty: 4642.756836
	Iteration 24Q: 3 clusters Score -1231641 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1231780.000000 Penalty: 4642.756836
	Iteration 25Q: 3 clusters Score -1231780 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1231860.500000 Penalty: 4642.756836
	Iteration 26Q: 3 clusters Score -1231860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1231916.000000 Penalty: 4642.756836
	Iteration 27Q: 3 clusters Score -1231916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1231965.000000 Penalty: 4642.756836
	Iteration 28Q: 3 clusters Score -1231965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1232014.000000 Penalty: 4642.756836
	Iteration 29Q: 3 clusters Score -1232014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1232056.000000 Penalty: 4642.756836
	Iteration 30Q: 3 clusters Score -1232056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1232089.750000 Penalty: 4642.756836
	Iteration 31Q: 3 clusters Score -1232090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1232118.000000 Penalty: 4642.756836
	Iteration 32Q: 3 clusters Score -1232118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1232152.000000 Penalty: 4642.756836
	Iteration 33Q: 3 clusters Score -1232152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1232178.375000 Penalty: 4642.756836
	Iteration 34Q: 3 clusters Score -1232178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1232192.750000 Penalty: 4642.756836
	Iteration 35Q: 3 clusters Score -1232193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1232203.875000 Penalty: 4642.756836
	Iteration 36Q: 3 clusters Score -1232204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1232212.250000 Penalty: 4642.756836
	Iteration 37Q: 3 clusters Score -1232212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1232216.125000 Penalty: 4642.756836
	Iteration 38Q: 3 clusters Score -1232216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1232222.125000 Penalty: 4642.756836
	Iteration 39Q: 3 clusters Score -1232222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1232233.875000 Penalty: 4642.756836
	Iteration 40F: 3 clusters Score -1232234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1232238.500000 Penalty: 4642.756836
	Iteration 41Q: 3 clusters Score -1232238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1232246.000000 Penalty: 4642.756836
	Iteration 42Q: 3 clusters Score -1232246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1232244.875000 Penalty: 4642.756836
	Iteration 43Q: 3 clusters Score -1232245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1232246.250000 Penalty: 4642.756836
	Iteration 44Q: 3 clusters Score -1232246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1232246.250000 Penalty: 4642.756836
	Iteration 45Q: 3 clusters Score -1232246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1232246.250000 Penalty: 4642.756836
	Iteration 46F: 3 clusters Score -1232246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Entering Unmasked Estep 
Score: -14535037.000000 Penalty: 2918.273926
	Iteration 0F: 2 clusters Score -1.453504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -14448724.000000 Penalty: 5836.547852
	Iteration 0F: 3 clusters Score -1.444872e+07 nChanged 61615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -14484343.000000 Penalty: 5836.547852
	Iteration 1F: 3 clusters Score -1.448434e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -14485758.000000 Penalty: 5836.547852
	Iteration 2Q: 3 clusters Score -1.448576e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -14487064.000000 Penalty: 5836.547852
	Iteration 3Q: 3 clusters Score -1.448706e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -14488463.000000 Penalty: 5836.547852
	Iteration 4Q: 3 clusters Score -1.448846e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -14489837.000000 Penalty: 5836.547852
	Iteration 5Q: 3 clusters Score -1.448984e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -14491131.000000 Penalty: 5836.547852
	Iteration 6Q: 3 clusters Score -1.449113e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -14492594.000000 Penalty: 5836.547852
	Iteration 7Q: 3 clusters Score -1.449259e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -14494235.000000 Penalty: 5836.547852
	Iteration 8Q: 3 clusters Score -1.449424e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -14496414.000000 Penalty: 5836.547852
	Iteration 9Q: 3 clusters Score -1.449641e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -14499363.000000 Penalty: 5836.547852
	Iteration 10Q: 3 clusters Score -1.449936e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -14502859.000000 Penalty: 5836.547852
	Iteration 11Q: 3 clusters Score -1.450286e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -14506502.000000 Penalty: 5836.547852
	Iteration 12Q: 3 clusters Score -1.45065e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -14510053.000000 Penalty: 5836.547852
	Iteration 13Q: 3 clusters Score -1.451005e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -14512732.000000 Penalty: 5836.547852
	Iteration 14Q: 3 clusters Score -1.451273e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -14514677.000000 Penalty: 5836.547852
	Iteration 15Q: 3 clusters Score -1.451468e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -14516269.000000 Penalty: 5836.547852
	Iteration 16Q: 3 clusters Score -1.451627e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -14517837.000000 Penalty: 5836.547852
	Iteration 17Q: 3 clusters Score -1.451784e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -14519336.000000 Penalty: 5836.547852
	Iteration 18Q: 3 clusters Score -1.451934e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -14520968.000000 Penalty: 5836.547852
	Iteration 19Q: 3 clusters Score -1.452097e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -14522757.000000 Penalty: 5836.547852
	Iteration 20F: 3 clusters Score -1.452276e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116429 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -14524397.000000 Penalty: 5836.547852
	Iteration 21Q: 3 clusters Score -1.45244e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119043 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -14526158.000000 Penalty: 5836.547852
	Iteration 22Q: 3 clusters Score -1.452616e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121378 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -14527772.000000 Penalty: 5836.547852
	Iteration 23Q: 3 clusters Score -1.452777e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123327 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -14529182.000000 Penalty: 5836.547852
	Iteration 24Q: 3 clusters Score -1.452918e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124822 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -14530241.000000 Penalty: 5836.547852
	Iteration 25Q: 3 clusters Score -1.453024e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125946 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14531137.000000 Penalty: 5836.547852
	Iteration 26Q: 3 clusters Score -1.453114e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -14531799.000000 Penalty: 5836.547852
	Iteration 27Q: 3 clusters Score -1.45318e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127201 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -14532167.000000 Penalty: 5836.547852
	Iteration 28Q: 3 clusters Score -1.453217e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14532385.000000 Penalty: 5836.547852
	Iteration 29Q: 3 clusters Score -1.453238e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127656 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14532493.000000 Penalty: 5836.547852
	Iteration 30Q: 3 clusters Score -1.453249e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127761 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -14532600.000000 Penalty: 5836.547852
	Iteration 31Q: 3 clusters Score -1.45326e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127835 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -14532679.000000 Penalty: 5836.547852
	Iteration 32Q: 3 clusters Score -1.453268e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127884 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -14532734.000000 Penalty: 5836.547852
	Iteration 33Q: 3 clusters Score -1.453273e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127922 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14532817.000000 Penalty: 5836.547852
	Iteration 34Q: 3 clusters Score -1.453282e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -14532849.000000 Penalty: 5836.547852
	Iteration 35Q: 3 clusters Score -1.453285e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127965 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14532900.000000 Penalty: 5836.547852
	Iteration 36Q: 3 clusters Score -1.45329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14532891.000000 Penalty: 5836.547852
	Iteration 37Q: 3 clusters Score -1.453289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127974 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -14532899.000000 Penalty: 5836.547852
	Iteration 38Q: 3 clusters Score -1.45329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127984 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14532911.000000 Penalty: 5836.547852
	Iteration 39Q: 3 clusters Score -1.453291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14532937.000000 Penalty: 5836.547852
	Iteration 40F: 3 clusters Score -1.453294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127989 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -14532921.000000 Penalty: 5836.547852
	Iteration 41Q: 3 clusters Score -1.453292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127986 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -14532917.000000 Penalty: 5836.547852
	Iteration 42Q: 3 clusters Score -1.453292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127985 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -14532932.000000 Penalty: 5836.547852
	Iteration 43Q: 3 clusters Score -1.453293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127987 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14532945.000000 Penalty: 5836.547852
	Iteration 44Q: 3 clusters Score -1.453294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127984 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14532934.000000 Penalty: 5836.547852
	Iteration 45Q: 3 clusters Score -1.453293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127983 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -14532936.000000 Penalty: 5836.547852
	Iteration 46Q: 3 clusters Score -1.453294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127985 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -14532934.000000 Penalty: 5836.547852
	Iteration 47Q: 3 clusters Score -1.453293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127988 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14532940.000000 Penalty: 5836.547852
	Iteration 48Q: 3 clusters Score -1.453294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -14532943.000000 Penalty: 5836.547852
	Iteration 49Q: 3 clusters Score -1.453294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127997 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -14532963.000000 Penalty: 5836.547852
	Iteration 50Q: 3 clusters Score -1.453296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14532959.000000 Penalty: 5836.547852
	Iteration 51Q: 3 clusters Score -1.453296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128005 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14532957.000000 Penalty: 5836.547852
	Iteration 52Q: 3 clusters Score -1.453296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128011 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14532959.000000 Penalty: 5836.547852
	Iteration 53Q: 3 clusters Score -1.453296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -14532969.000000 Penalty: 5836.547852
	Iteration 54Q: 3 clusters Score -1.453297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128025 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14532975.000000 Penalty: 5836.547852
	Iteration 55Q: 3 clusters Score -1.453298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128028 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -14532981.000000 Penalty: 5836.547852
	Iteration 56Q: 3 clusters Score -1.453298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128025 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14532985.000000 Penalty: 5836.547852
	Iteration 57Q: 3 clusters Score -1.453298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128025 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14532989.000000 Penalty: 5836.547852
	Iteration 58Q: 3 clusters Score -1.453299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128024 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -14532994.000000 Penalty: 5836.547852
	Iteration 59Q: 3 clusters Score -1.453299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128022 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14532990.000000 Penalty: 5836.547852
	Iteration 60F: 3 clusters Score -1.453299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128021 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -14532996.000000 Penalty: 5836.547852
	Iteration 61Q: 3 clusters Score -1.4533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128018 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -14533008.000000 Penalty: 5836.547852
	Iteration 62Q: 3 clusters Score -1.453301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128014 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14532998.000000 Penalty: 5836.547852
	Iteration 63Q: 3 clusters Score -1.4533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128013 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -14533009.000000 Penalty: 5836.547852
	Iteration 64Q: 3 clusters Score -1.453301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128008 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14532998.000000 Penalty: 5836.547852
	Iteration 65Q: 3 clusters Score -1.4533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14532999.000000 Penalty: 5836.547852
	Iteration 66Q: 3 clusters Score -1.4533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127999 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -14532996.000000 Penalty: 5836.547852
	Iteration 67Q: 3 clusters Score -1.4533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127997 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -14532990.000000 Penalty: 5836.547852
	Iteration 68Q: 3 clusters Score -1.453299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127995 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -14533012.000000 Penalty: 5836.547852
	Iteration 69Q: 3 clusters Score -1.453301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14533005.000000 Penalty: 5836.547852
	Iteration 70Q: 3 clusters Score -1.4533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14533005.000000 Penalty: 5836.547852
	Iteration 71Q: 3 clusters Score -1.4533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14533008.000000 Penalty: 5836.547852
	Iteration 72Q: 3 clusters Score -1.453301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14533006.000000 Penalty: 5836.547852
	Iteration 73Q: 3 clusters Score -1.453301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127996 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14533013.000000 Penalty: 5836.547852
	Iteration 74Q: 3 clusters Score -1.453301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127995 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -14533020.000000 Penalty: 5836.547852
	Iteration 75Q: 3 clusters Score -1.453302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14533029.000000 Penalty: 5836.547852
	Iteration 76Q: 3 clusters Score -1.453303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14533025.000000 Penalty: 5836.547852
	Iteration 77Q: 3 clusters Score -1.453302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -14533043.000000 Penalty: 5836.547852
	Iteration 78Q: 3 clusters Score -1.453304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127995 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -14533030.000000 Penalty: 5836.547852
	Iteration 79Q: 3 clusters Score -1.453303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127995 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -14533030.000000 Penalty: 5836.547852
	Iteration 80F: 3 clusters Score -1.453303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213199 members 
Entering Unmasked Estep 
Score: -24473594.000000 Penalty: 3042.955322
	Iteration 0F: 2 clusters Score -2.447359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106502 members 
Mstep: Class 2 contains 106697 members 
Entering Unmasked Estep 
Score: -24351006.000000 Penalty: 6085.910645
	Iteration 0F: 3 clusters Score -2.435101e+07 nChanged 102763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -24411644.000000 Penalty: 6085.910645
	Iteration 1F: 3 clusters Score -2.441164e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107424 members 
Mstep: Class 2 contains 105775 members 
Entering Unmasked Estep 
Score: -24412846.000000 Penalty: 6085.910645
	Iteration 2Q: 3 clusters Score -2.441285e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -24413982.000000 Penalty: 6085.910645
	Iteration 3Q: 3 clusters Score -2.441398e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109347 members 
Mstep: Class 2 contains 103852 members 
Entering Unmasked Estep 
Score: -24415728.000000 Penalty: 6085.910645
	Iteration 4Q: 3 clusters Score -2.441573e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -24417642.000000 Penalty: 6085.910645
	Iteration 5Q: 3 clusters Score -2.441764e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114226 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -24420474.000000 Penalty: 6085.910645
	Iteration 6Q: 3 clusters Score -2.442047e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118375 members 
Mstep: Class 2 contains 94824 members 
Entering Unmasked Estep 
Score: -24424186.000000 Penalty: 6085.910645
	Iteration 7Q: 3 clusters Score -2.442419e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124070 members 
Mstep: Class 2 contains 89129 members 
Entering Unmasked Estep 
Score: -24429040.000000 Penalty: 6085.910645
	Iteration 8F: 3 clusters Score -2.442904e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130927 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -24434448.000000 Penalty: 6085.910645
	Iteration 9F: 3 clusters Score -2.443445e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139057 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -24440366.000000 Penalty: 6085.910645
	Iteration 10F: 3 clusters Score -2.444037e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148091 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -24446010.000000 Penalty: 6085.910645
	Iteration 11F: 3 clusters Score -2.444601e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157888 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -24450616.000000 Penalty: 6085.910645
	Iteration 12F: 3 clusters Score -2.445062e+07 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -24453674.000000 Penalty: 6085.910645
	Iteration 13Q: 3 clusters Score -2.445367e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178235 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -24455700.000000 Penalty: 6085.910645
	Iteration 14Q: 3 clusters Score -2.44557e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187843 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -24458324.000000 Penalty: 6085.910645
	Iteration 15Q: 3 clusters Score -2.445832e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196286 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -24461640.000000 Penalty: 6085.910645
	Iteration 16Q: 3 clusters Score -2.446164e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202978 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -24464740.000000 Penalty: 6085.910645
	Iteration 17Q: 3 clusters Score -2.446474e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207599 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -24467560.000000 Penalty: 6085.910645
	Iteration 18Q: 3 clusters Score -2.446756e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210243 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -24469234.000000 Penalty: 6085.910645
	Iteration 19Q: 3 clusters Score -2.446923e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211559 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -24470036.000000 Penalty: 6085.910645
	Iteration 20F: 3 clusters Score -2.447004e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212134 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -24470426.000000 Penalty: 6085.910645
	Iteration 21Q: 3 clusters Score -2.447043e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212381 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -24470738.000000 Penalty: 6085.910645
	Iteration 22Q: 3 clusters Score -2.447074e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212483 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -24470908.000000 Penalty: 6085.910645
	Iteration 23Q: 3 clusters Score -2.447091e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212534 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -24470982.000000 Penalty: 6085.910645
	Iteration 24Q: 3 clusters Score -2.447098e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212568 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -24471008.000000 Penalty: 6085.910645
	Iteration 25Q: 3 clusters Score -2.447101e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212590 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -24471050.000000 Penalty: 6085.910645
	Iteration 26Q: 3 clusters Score -2.447105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212596 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -24471100.000000 Penalty: 6085.910645
	Iteration 27Q: 3 clusters Score -2.44711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212599 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -24471102.000000 Penalty: 6085.910645
	Iteration 28Q: 3 clusters Score -2.44711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212605 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -24471096.000000 Penalty: 6085.910645
	Iteration 29Q: 3 clusters Score -2.44711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212607 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -24471100.000000 Penalty: 6085.910645
	Iteration 30Q: 3 clusters Score -2.44711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -24471112.000000 Penalty: 6085.910645
	Iteration 31Q: 3 clusters Score -2.447111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212611 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -24471122.000000 Penalty: 6085.910645
	Iteration 32Q: 3 clusters Score -2.447112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -24471114.000000 Penalty: 6085.910645
	Iteration 33Q: 3 clusters Score -2.447111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212611 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -24471128.000000 Penalty: 6085.910645
	Iteration 34Q: 3 clusters Score -2.447113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -24471138.000000 Penalty: 6085.910645
	Iteration 35Q: 3 clusters Score -2.447114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212611 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -24471112.000000 Penalty: 6085.910645
	Iteration 36Q: 3 clusters Score -2.447111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212613 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -24471126.000000 Penalty: 6085.910645
	Iteration 37Q: 3 clusters Score -2.447113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212613 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -24471126.000000 Penalty: 6085.910645
	Iteration 38F: 3 clusters Score -2.447113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73510.085938 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73510.09 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73775.875000 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73775.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73851.039062 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -73851.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73877.445312 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73877.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73888.625000 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73888.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73893.210938 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73893.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73899.625000 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73899.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73900.609375 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -73900.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73902.531250 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -73902.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73903.843750 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -73903.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73903.843750 Penalty: 3267.424805
	Iteration 10F: 3 clusters Score -73903.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Entering Unmasked Estep 
Score: -1193303.875000 Penalty: 2301.753662
	Iteration 0F: 2 clusters Score -1193304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1185111.750000 Penalty: 4603.507324
	Iteration 0F: 3 clusters Score -1185112 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1187530.875000 Penalty: 4603.507324
	Iteration 1F: 3 clusters Score -1187531 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1187940.750000 Penalty: 4603.507324
	Iteration 2F: 3 clusters Score -1187941 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1188275.500000 Penalty: 4603.507324
	Iteration 3F: 3 clusters Score -1188276 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1188573.500000 Penalty: 4603.507324
	Iteration 4F: 3 clusters Score -1188574 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1188834.250000 Penalty: 4603.507324
	Iteration 5Q: 3 clusters Score -1188834 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1189040.375000 Penalty: 4603.507324
	Iteration 6Q: 3 clusters Score -1189040 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1189227.500000 Penalty: 4603.507324
	Iteration 7Q: 3 clusters Score -1189228 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1189413.875000 Penalty: 4603.507324
	Iteration 8Q: 3 clusters Score -1189414 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1189610.750000 Penalty: 4603.507324
	Iteration 9Q: 3 clusters Score -1189611 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1189802.250000 Penalty: 4603.507324
	Iteration 10Q: 3 clusters Score -1189802 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1190018.125000 Penalty: 4603.507324
	Iteration 11Q: 3 clusters Score -1190018 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1190290.250000 Penalty: 4603.507324
	Iteration 12Q: 3 clusters Score -1190290 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1190583.000000 Penalty: 4603.507324
	Iteration 13Q: 3 clusters Score -1190583 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1190910.375000 Penalty: 4603.507324
	Iteration 14Q: 3 clusters Score -1190910 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1191187.250000 Penalty: 4603.507324
	Iteration 15Q: 3 clusters Score -1191187 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1191406.875000 Penalty: 4603.507324
	Iteration 16Q: 3 clusters Score -1191407 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1191584.250000 Penalty: 4603.507324
	Iteration 17Q: 3 clusters Score -1191584 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1191740.500000 Penalty: 4603.507324
	Iteration 18Q: 3 clusters Score -1191740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1191882.500000 Penalty: 4603.507324
	Iteration 19Q: 3 clusters Score -1191882 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1192002.125000 Penalty: 4603.507324
	Iteration 20F: 3 clusters Score -1192002 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1192075.125000 Penalty: 4603.507324
	Iteration 21Q: 3 clusters Score -1192075 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1192121.500000 Penalty: 4603.507324
	Iteration 22Q: 3 clusters Score -1192122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1192144.000000 Penalty: 4603.507324
	Iteration 23Q: 3 clusters Score -1192144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1192159.750000 Penalty: 4603.507324
	Iteration 24Q: 3 clusters Score -1192160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1192167.375000 Penalty: 4603.507324
	Iteration 25Q: 3 clusters Score -1192167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1192175.125000 Penalty: 4603.507324
	Iteration 26Q: 3 clusters Score -1192175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1192177.750000 Penalty: 4603.507324
	Iteration 27Q: 3 clusters Score -1192178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1192179.500000 Penalty: 4603.507324
	Iteration 28Q: 3 clusters Score -1192180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1192184.500000 Penalty: 4603.507324
	Iteration 29Q: 3 clusters Score -1192184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1192187.750000 Penalty: 4603.507324
	Iteration 30Q: 3 clusters Score -1192188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1192193.750000 Penalty: 4603.507324
	Iteration 31Q: 3 clusters Score -1192194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1192194.375000 Penalty: 4603.507324
	Iteration 32Q: 3 clusters Score -1192194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1192203.875000 Penalty: 4603.507324
	Iteration 33Q: 3 clusters Score -1192204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1192201.375000 Penalty: 4603.507324
	Iteration 34Q: 3 clusters Score -1192201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1192203.625000 Penalty: 4603.507324
	Iteration 35Q: 3 clusters Score -1192204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1192206.250000 Penalty: 4603.507324
	Iteration 36Q: 3 clusters Score -1192206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1192209.125000 Penalty: 4603.507324
	Iteration 37Q: 3 clusters Score -1192209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1192206.875000 Penalty: 4603.507324
	Iteration 38Q: 3 clusters Score -1192207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1192215.250000 Penalty: 4603.507324
	Iteration 39Q: 3 clusters Score -1192215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1192218.250000 Penalty: 4603.507324
	Iteration 40F: 3 clusters Score -1192218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1192216.500000 Penalty: 4603.507324
	Iteration 41Q: 3 clusters Score -1192216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1192216.500000 Penalty: 4603.507324
	Iteration 42F: 3 clusters Score -1192216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Entering Unmasked Estep 
Score: -1064580.500000 Penalty: 2288.515625
	Iteration 0F: 2 clusters Score -1064580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1056757.375000 Penalty: 4577.031250
	Iteration 0F: 3 clusters Score -1056757 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1059231.250000 Penalty: 4577.031250
	Iteration 1F: 3 clusters Score -1059231 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1059826.000000 Penalty: 4577.031250
	Iteration 2F: 3 clusters Score -1059826 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1060321.500000 Penalty: 4577.031250
	Iteration 3F: 3 clusters Score -1060322 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1060793.250000 Penalty: 4577.031250
	Iteration 4F: 3 clusters Score -1060793 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1061227.375000 Penalty: 4577.031250
	Iteration 5F: 3 clusters Score -1061227 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1061612.625000 Penalty: 4577.031250
	Iteration 6F: 3 clusters Score -1061613 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1061972.250000 Penalty: 4577.031250
	Iteration 7F: 3 clusters Score -1061972 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1062314.625000 Penalty: 4577.031250
	Iteration 8Q: 3 clusters Score -1062315 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1062581.875000 Penalty: 4577.031250
	Iteration 9Q: 3 clusters Score -1062582 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1062776.875000 Penalty: 4577.031250
	Iteration 10Q: 3 clusters Score -1062777 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1062942.250000 Penalty: 4577.031250
	Iteration 11Q: 3 clusters Score -1062942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1063073.625000 Penalty: 4577.031250
	Iteration 12Q: 3 clusters Score -1063074 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1063163.375000 Penalty: 4577.031250
	Iteration 13Q: 3 clusters Score -1063163 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1063237.875000 Penalty: 4577.031250
	Iteration 14Q: 3 clusters Score -1063238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1063297.750000 Penalty: 4577.031250
	Iteration 15Q: 3 clusters Score -1063298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1063350.500000 Penalty: 4577.031250
	Iteration 16Q: 3 clusters Score -1063350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1063380.500000 Penalty: 4577.031250
	Iteration 17Q: 3 clusters Score -1063380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1063401.875000 Penalty: 4577.031250
	Iteration 18Q: 3 clusters Score -1063402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1063418.875000 Penalty: 4577.031250
	Iteration 19Q: 3 clusters Score -1063419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1063429.000000 Penalty: 4577.031250
	Iteration 20F: 3 clusters Score -1063429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1063440.375000 Penalty: 4577.031250
	Iteration 21Q: 3 clusters Score -1063440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1063446.125000 Penalty: 4577.031250
	Iteration 22Q: 3 clusters Score -1063446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1063451.000000 Penalty: 4577.031250
	Iteration 23Q: 3 clusters Score -1063451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1063454.875000 Penalty: 4577.031250
	Iteration 24Q: 3 clusters Score -1063455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1063461.625000 Penalty: 4577.031250
	Iteration 25Q: 3 clusters Score -1063462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1063463.125000 Penalty: 4577.031250
	Iteration 26Q: 3 clusters Score -1063463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1063468.000000 Penalty: 4577.031250
	Iteration 27Q: 3 clusters Score -1063468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1063476.250000 Penalty: 4577.031250
	Iteration 28Q: 3 clusters Score -1063476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1063480.125000 Penalty: 4577.031250
	Iteration 29Q: 3 clusters Score -1063480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1063480.750000 Penalty: 4577.031250
	Iteration 30Q: 3 clusters Score -1063481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1063483.375000 Penalty: 4577.031250
	Iteration 31Q: 3 clusters Score -1063483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1063485.250000 Penalty: 4577.031250
	Iteration 32Q: 3 clusters Score -1063485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1063485.750000 Penalty: 4577.031250
	Iteration 33Q: 3 clusters Score -1063486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1063486.000000 Penalty: 4577.031250
	Iteration 34Q: 3 clusters Score -1063486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1063487.625000 Penalty: 4577.031250
	Iteration 35Q: 3 clusters Score -1063488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1063487.500000 Penalty: 4577.031250
	Iteration 36Q: 3 clusters Score -1063488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1063493.625000 Penalty: 4577.031250
	Iteration 37Q: 3 clusters Score -1063494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1063495.000000 Penalty: 4577.031250
	Iteration 38Q: 3 clusters Score -1063495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1063497.125000 Penalty: 4577.031250
	Iteration 39Q: 3 clusters Score -1063497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1063498.500000 Penalty: 4577.031250
	Iteration 40F: 3 clusters Score -1063498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1063500.000000 Penalty: 4577.031250
	Iteration 41Q: 3 clusters Score -1063500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1063500.000000 Penalty: 4577.031250
	Iteration 42F: 3 clusters Score -1063500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -1506287.625000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -1506288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1496295.250000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -1496295 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1499393.500000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -1499394 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1499866.625000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -1499867 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1500310.500000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -1500310 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1500743.875000 Penalty: 4722.879395
	Iteration 4F: 3 clusters Score -1500744 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1501120.500000 Penalty: 4722.879395
	Iteration 5Q: 3 clusters Score -1501120 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1501436.500000 Penalty: 4722.879395
	Iteration 6Q: 3 clusters Score -1501436 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1501735.625000 Penalty: 4722.879395
	Iteration 7Q: 3 clusters Score -1501736 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1501995.125000 Penalty: 4722.879395
	Iteration 8Q: 3 clusters Score -1501995 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1502216.375000 Penalty: 4722.879395
	Iteration 9Q: 3 clusters Score -1502216 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1502416.250000 Penalty: 4722.879395
	Iteration 10Q: 3 clusters Score -1502416 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1502594.375000 Penalty: 4722.879395
	Iteration 11Q: 3 clusters Score -1502594 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1502728.000000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -1502728 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1502834.500000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -1502834 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1502942.625000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -1502943 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1503016.625000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -1503017 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1503095.000000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -1503095 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1503160.125000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -1503160 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1503233.250000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -1503233 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1503293.000000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -1503293 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1503341.125000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -1503341 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1503383.000000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -1503383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1503436.375000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -1503436 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1503470.000000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -1503470 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1503526.750000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -1503527 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1503572.625000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -1503573 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1503639.625000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -1503640 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1503707.250000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -1503707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1503764.250000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -1503764 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1503820.875000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -1503821 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1503883.500000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -1503884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1503934.000000 Penalty: 4722.879395
	Iteration 31Q: 3 clusters Score -1503934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1503991.125000 Penalty: 4722.879395
	Iteration 32Q: 3 clusters Score -1503991 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1504053.125000 Penalty: 4722.879395
	Iteration 33Q: 3 clusters Score -1504053 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1504101.000000 Penalty: 4722.879395
	Iteration 34Q: 3 clusters Score -1504101 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1504152.875000 Penalty: 4722.879395
	Iteration 35Q: 3 clusters Score -1504153 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1504201.250000 Penalty: 4722.879395
	Iteration 36Q: 3 clusters Score -1504201 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1504243.250000 Penalty: 4722.879395
	Iteration 37Q: 3 clusters Score -1504243 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1504284.250000 Penalty: 4722.879395
	Iteration 38Q: 3 clusters Score -1504284 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1504317.500000 Penalty: 4722.879395
	Iteration 39Q: 3 clusters Score -1504318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1504337.375000 Penalty: 4722.879395
	Iteration 40F: 3 clusters Score -1504337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1504351.375000 Penalty: 4722.879395
	Iteration 41Q: 3 clusters Score -1504351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1504362.375000 Penalty: 4722.879395
	Iteration 42Q: 3 clusters Score -1504362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1504375.000000 Penalty: 4722.879395
	Iteration 43Q: 3 clusters Score -1504375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1504392.500000 Penalty: 4722.879395
	Iteration 44Q: 3 clusters Score -1504392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1504397.750000 Penalty: 4722.879395
	Iteration 45Q: 3 clusters Score -1504398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1504410.000000 Penalty: 4722.879395
	Iteration 46Q: 3 clusters Score -1504410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1504418.125000 Penalty: 4722.879395
	Iteration 47Q: 3 clusters Score -1504418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1504422.500000 Penalty: 4722.879395
	Iteration 48Q: 3 clusters Score -1504422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1504424.250000 Penalty: 4722.879395
	Iteration 49Q: 3 clusters Score -1504424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1504426.125000 Penalty: 4722.879395
	Iteration 50Q: 3 clusters Score -1504426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1504427.500000 Penalty: 4722.879395
	Iteration 51Q: 3 clusters Score -1504428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1504433.750000 Penalty: 4722.879395
	Iteration 52Q: 3 clusters Score -1504434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1504438.500000 Penalty: 4722.879395
	Iteration 53Q: 3 clusters Score -1504438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1504438.375000 Penalty: 4722.879395
	Iteration 54Q: 3 clusters Score -1504438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1504443.500000 Penalty: 4722.879395
	Iteration 55Q: 3 clusters Score -1504444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1504442.250000 Penalty: 4722.879395
	Iteration 56Q: 3 clusters Score -1504442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1504444.375000 Penalty: 4722.879395
	Iteration 57Q: 3 clusters Score -1504444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1504443.125000 Penalty: 4722.879395
	Iteration 58Q: 3 clusters Score -1504443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1504446.500000 Penalty: 4722.879395
	Iteration 59Q: 3 clusters Score -1504446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1504446.500000 Penalty: 4722.879395
	Iteration 60F: 3 clusters Score -1504446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -396603.906250 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -396603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -392904.250000 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -392904.2 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -393716.000000 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -393716 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -394095.312500 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -394095.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -394525.281250 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -394525.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -395153.718750 Penalty: 4071.546875
	Iteration 4F: 3 clusters Score -395153.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -395814.062500 Penalty: 4071.546875
	Iteration 5F: 3 clusters Score -395814.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -396243.812500 Penalty: 4071.546875
	Iteration 6F: 3 clusters Score -396243.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -396428.812500 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -396428.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -396497.093750 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -396497.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -396525.562500 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -396525.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -396539.437500 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -396539.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -396546.593750 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -396546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -396548.562500 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -396548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -396550.500000 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -396550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -396551.593750 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -396551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -396553.250000 Penalty: 4071.546875
	Iteration 15Q: 3 clusters Score -396553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -396553.843750 Penalty: 4071.546875
	Iteration 16Q: 3 clusters Score -396553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -396555.218750 Penalty: 4071.546875
	Iteration 17Q: 3 clusters Score -396555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -396556.718750 Penalty: 4071.546875
	Iteration 18Q: 3 clusters Score -396556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -396556.875000 Penalty: 4071.546875
	Iteration 19Q: 3 clusters Score -396556.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -396556.875000 Penalty: 4071.546875
	Iteration 20F: 3 clusters Score -396556.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Entering Unmasked Estep 
Score: -5188656.500000 Penalty: 2662.000000
	Iteration 0F: 2 clusters Score -5188656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -5157772.000000 Penalty: 5324.000000
	Iteration 0F: 3 clusters Score -5157772 nChanged 21060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5169609.000000 Penalty: 5324.000000
	Iteration 1F: 3 clusters Score -5169609 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -5170302.500000 Penalty: 5324.000000
	Iteration 2Q: 3 clusters Score -5170302 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5171106.500000 Penalty: 5324.000000
	Iteration 3Q: 3 clusters Score -5171106 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5172144.500000 Penalty: 5324.000000
	Iteration 4Q: 3 clusters Score -5172144 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -5173461.500000 Penalty: 5324.000000
	Iteration 5Q: 3 clusters Score -5173462 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -5174810.000000 Penalty: 5324.000000
	Iteration 6F: 3 clusters Score -5174810 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5176081.500000 Penalty: 5324.000000
	Iteration 7F: 3 clusters Score -5176082 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -5177317.500000 Penalty: 5324.000000
	Iteration 8F: 3 clusters Score -5177318 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5178496.000000 Penalty: 5324.000000
	Iteration 9Q: 3 clusters Score -5178496 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -5179594.000000 Penalty: 5324.000000
	Iteration 10Q: 3 clusters Score -5179594 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5180501.500000 Penalty: 5324.000000
	Iteration 11Q: 3 clusters Score -5180502 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -5181331.500000 Penalty: 5324.000000
	Iteration 12Q: 3 clusters Score -5181332 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -5182200.000000 Penalty: 5324.000000
	Iteration 13Q: 3 clusters Score -5182200 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -5183034.500000 Penalty: 5324.000000
	Iteration 14Q: 3 clusters Score -5183034 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -5183776.000000 Penalty: 5324.000000
	Iteration 15Q: 3 clusters Score -5183776 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -5184326.500000 Penalty: 5324.000000
	Iteration 16Q: 3 clusters Score -5184326 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -5184804.500000 Penalty: 5324.000000
	Iteration 17Q: 3 clusters Score -5184804 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5185196.500000 Penalty: 5324.000000
	Iteration 18Q: 3 clusters Score -5185196 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5185547.500000 Penalty: 5324.000000
	Iteration 19Q: 3 clusters Score -5185548 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5185870.500000 Penalty: 5324.000000
	Iteration 20F: 3 clusters Score -5185870 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5186127.500000 Penalty: 5324.000000
	Iteration 21Q: 3 clusters Score -5186128 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5186345.500000 Penalty: 5324.000000
	Iteration 22Q: 3 clusters Score -5186346 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5186529.500000 Penalty: 5324.000000
	Iteration 23Q: 3 clusters Score -5186530 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5186708.000000 Penalty: 5324.000000
	Iteration 24Q: 3 clusters Score -5186708 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5186874.500000 Penalty: 5324.000000
	Iteration 25Q: 3 clusters Score -5186874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5186960.000000 Penalty: 5324.000000
	Iteration 26Q: 3 clusters Score -5186960 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5187033.500000 Penalty: 5324.000000
	Iteration 27Q: 3 clusters Score -5187034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5187068.500000 Penalty: 5324.000000
	Iteration 28Q: 3 clusters Score -5187068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5187116.000000 Penalty: 5324.000000
	Iteration 29Q: 3 clusters Score -5187116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5187152.000000 Penalty: 5324.000000
	Iteration 30Q: 3 clusters Score -5187152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5187162.500000 Penalty: 5324.000000
	Iteration 31Q: 3 clusters Score -5187162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5187172.500000 Penalty: 5324.000000
	Iteration 32Q: 3 clusters Score -5187172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5187183.500000 Penalty: 5324.000000
	Iteration 33Q: 3 clusters Score -5187184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5187193.500000 Penalty: 5324.000000
	Iteration 34Q: 3 clusters Score -5187194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5187196.000000 Penalty: 5324.000000
	Iteration 35Q: 3 clusters Score -5187196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5187209.500000 Penalty: 5324.000000
	Iteration 36Q: 3 clusters Score -5187210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5187215.000000 Penalty: 5324.000000
	Iteration 37Q: 3 clusters Score -5187215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5187215.000000 Penalty: 5324.000000
	Iteration 38Q: 3 clusters Score -5187215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5187219.000000 Penalty: 5324.000000
	Iteration 39Q: 3 clusters Score -5187219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5187221.000000 Penalty: 5324.000000
	Iteration 40F: 3 clusters Score -5187221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5187234.000000 Penalty: 5324.000000
	Iteration 41Q: 3 clusters Score -5187234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5187229.000000 Penalty: 5324.000000
	Iteration 42Q: 3 clusters Score -5187229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5187242.500000 Penalty: 5324.000000
	Iteration 43Q: 3 clusters Score -5187242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5187236.500000 Penalty: 5324.000000
	Iteration 44Q: 3 clusters Score -5187236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5187232.000000 Penalty: 5324.000000
	Iteration 45Q: 3 clusters Score -5187232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5187234.500000 Penalty: 5324.000000
	Iteration 46Q: 3 clusters Score -5187234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5187234.500000 Penalty: 5324.000000
	Iteration 47F: 3 clusters Score -5187234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -1515601.500000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -1515602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1505313.000000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -1505313 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1508626.500000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -1508626 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1509002.500000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -1509002 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1509331.250000 Penalty: 4740.925293
	Iteration 3F: 3 clusters Score -1509331 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1509680.375000 Penalty: 4740.925293
	Iteration 4Q: 3 clusters Score -1509680 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1510096.375000 Penalty: 4740.925293
	Iteration 5Q: 3 clusters Score -1510096 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1510566.750000 Penalty: 4740.925293
	Iteration 6Q: 3 clusters Score -1510567 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1511099.500000 Penalty: 4740.925293
	Iteration 7F: 3 clusters Score -1511100 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1511601.750000 Penalty: 4740.925293
	Iteration 8Q: 3 clusters Score -1511602 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1512069.500000 Penalty: 4740.925293
	Iteration 9Q: 3 clusters Score -1512070 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1512494.000000 Penalty: 4740.925293
	Iteration 10Q: 3 clusters Score -1512494 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1512899.875000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -1512900 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1513265.125000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -1513265 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1513577.875000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -1513578 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1513808.375000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -1513808 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1513958.500000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -1513958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1514071.750000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -1514072 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1514181.750000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -1514182 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1514295.500000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -1514296 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1514382.625000 Penalty: 4740.925293
	Iteration 19Q: 3 clusters Score -1514383 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1514449.125000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -1514449 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1514490.125000 Penalty: 4740.925293
	Iteration 21Q: 3 clusters Score -1514490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1514512.000000 Penalty: 4740.925293
	Iteration 22Q: 3 clusters Score -1514512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1514527.250000 Penalty: 4740.925293
	Iteration 23Q: 3 clusters Score -1514527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1514550.250000 Penalty: 4740.925293
	Iteration 24Q: 3 clusters Score -1514550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1514552.500000 Penalty: 4740.925293
	Iteration 25Q: 3 clusters Score -1514552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1514557.750000 Penalty: 4740.925293
	Iteration 26Q: 3 clusters Score -1514558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1514563.000000 Penalty: 4740.925293
	Iteration 27Q: 3 clusters Score -1514563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1514574.375000 Penalty: 4740.925293
	Iteration 28Q: 3 clusters Score -1514574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1514578.250000 Penalty: 4740.925293
	Iteration 29Q: 3 clusters Score -1514578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1514582.625000 Penalty: 4740.925293
	Iteration 30Q: 3 clusters Score -1514583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1514586.500000 Penalty: 4740.925293
	Iteration 31Q: 3 clusters Score -1514586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1514589.625000 Penalty: 4740.925293
	Iteration 32Q: 3 clusters Score -1514590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1514589.250000 Penalty: 4740.925293
	Iteration 33Q: 3 clusters Score -1514589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1514590.250000 Penalty: 4740.925293
	Iteration 34Q: 3 clusters Score -1514590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1514592.875000 Penalty: 4740.925293
	Iteration 35Q: 3 clusters Score -1514593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1514593.500000 Penalty: 4740.925293
	Iteration 36Q: 3 clusters Score -1514594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1514595.750000 Penalty: 4740.925293
	Iteration 37Q: 3 clusters Score -1514596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1514597.000000 Penalty: 4740.925293
	Iteration 38Q: 3 clusters Score -1514597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1514595.625000 Penalty: 4740.925293
	Iteration 39Q: 3 clusters Score -1514596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1514596.125000 Penalty: 4740.925293
	Iteration 40F: 3 clusters Score -1514596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1514597.250000 Penalty: 4740.925293
	Iteration 41Q: 3 clusters Score -1514597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1514597.250000 Penalty: 4740.925293
	Iteration 42F: 3 clusters Score -1514597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -560369.937500 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -560369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -555634.437500 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -555634.4 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -556986.875000 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -556986.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -557403.750000 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -557403.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -557739.375000 Penalty: 4282.859863
	Iteration 3F: 3 clusters Score -557739.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -558036.500000 Penalty: 4282.859863
	Iteration 4F: 3 clusters Score -558036.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -558320.312500 Penalty: 4282.859863
	Iteration 5F: 3 clusters Score -558320.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -558575.625000 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -558575.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -558804.687500 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -558804.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -558959.500000 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -558959.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -559088.500000 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -559088.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -559173.625000 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -559173.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -559254.000000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -559254 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -559316.062500 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -559316.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -559364.437500 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -559364.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -559389.312500 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -559389.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -559402.312500 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -559402.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -559408.312500 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -559408.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -559414.750000 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -559414.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -559421.437500 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -559421.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -559426.500000 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -559426.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -559427.062500 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -559427.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -559429.562500 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -559429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -559430.187500 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -559430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -559430.812500 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -559430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -559431.625000 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -559431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -559433.375000 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -559433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -559433.375000 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -559433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -559433.375000 Penalty: 4282.859863
	Iteration 27F: 3 clusters Score -559433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -401662.593750 Penalty: 2066.948975
	Iteration 0F: 2 clusters Score -401662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -397641.593750 Penalty: 4133.897949
	Iteration 0F: 3 clusters Score -397641.6 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -398628.406250 Penalty: 4133.897949
	Iteration 1F: 3 clusters Score -398628.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -398845.625000 Penalty: 4133.897949
	Iteration 2F: 3 clusters Score -398845.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -398985.187500 Penalty: 4133.897949
	Iteration 3F: 3 clusters Score -398985.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399101.562500 Penalty: 4133.897949
	Iteration 4Q: 3 clusters Score -399101.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -399221.500000 Penalty: 4133.897949
	Iteration 5Q: 3 clusters Score -399221.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -399340.125000 Penalty: 4133.897949
	Iteration 6Q: 3 clusters Score -399340.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -399457.625000 Penalty: 4133.897949
	Iteration 7Q: 3 clusters Score -399457.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -399566.750000 Penalty: 4133.897949
	Iteration 8Q: 3 clusters Score -399566.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -399665.406250 Penalty: 4133.897949
	Iteration 9Q: 3 clusters Score -399665.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -399771.343750 Penalty: 4133.897949
	Iteration 10Q: 3 clusters Score -399771.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -399852.312500 Penalty: 4133.897949
	Iteration 11Q: 3 clusters Score -399852.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -399926.875000 Penalty: 4133.897949
	Iteration 12Q: 3 clusters Score -399926.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -399994.375000 Penalty: 4133.897949
	Iteration 13Q: 3 clusters Score -399994.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -400056.125000 Penalty: 4133.897949
	Iteration 14Q: 3 clusters Score -400056.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -400120.500000 Penalty: 4133.897949
	Iteration 15Q: 3 clusters Score -400120.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -400175.843750 Penalty: 4133.897949
	Iteration 16Q: 3 clusters Score -400175.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -400228.312500 Penalty: 4133.897949
	Iteration 17Q: 3 clusters Score -400228.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -400283.062500 Penalty: 4133.897949
	Iteration 18Q: 3 clusters Score -400283.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -400324.687500 Penalty: 4133.897949
	Iteration 19Q: 3 clusters Score -400324.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -400376.937500 Penalty: 4133.897949
	Iteration 20F: 3 clusters Score -400376.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -400421.250000 Penalty: 4133.897949
	Iteration 21Q: 3 clusters Score -400421.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -400453.593750 Penalty: 4133.897949
	Iteration 22Q: 3 clusters Score -400453.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -400474.031250 Penalty: 4133.897949
	Iteration 23Q: 3 clusters Score -400474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -400494.656250 Penalty: 4133.897949
	Iteration 24Q: 3 clusters Score -400494.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -400514.812500 Penalty: 4133.897949
	Iteration 25Q: 3 clusters Score -400514.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -400531.531250 Penalty: 4133.897949
	Iteration 26Q: 3 clusters Score -400531.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -400543.281250 Penalty: 4133.897949
	Iteration 27Q: 3 clusters Score -400543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -400551.625000 Penalty: 4133.897949
	Iteration 28Q: 3 clusters Score -400551.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -400555.156250 Penalty: 4133.897949
	Iteration 29Q: 3 clusters Score -400555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -400560.531250 Penalty: 4133.897949
	Iteration 30Q: 3 clusters Score -400560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -400567.000000 Penalty: 4133.897949
	Iteration 31Q: 3 clusters Score -400567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -400571.937500 Penalty: 4133.897949
	Iteration 32Q: 3 clusters Score -400571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -400576.843750 Penalty: 4133.897949
	Iteration 33Q: 3 clusters Score -400576.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -400583.093750 Penalty: 4133.897949
	Iteration 34Q: 3 clusters Score -400583.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -400589.406250 Penalty: 4133.897949
	Iteration 35Q: 3 clusters Score -400589.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -400593.406250 Penalty: 4133.897949
	Iteration 36Q: 3 clusters Score -400593.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -400598.312500 Penalty: 4133.897949
	Iteration 37Q: 3 clusters Score -400598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -400599.437500 Penalty: 4133.897949
	Iteration 38Q: 3 clusters Score -400599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -400601.000000 Penalty: 4133.897949
	Iteration 39Q: 3 clusters Score -400601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -400604.812500 Penalty: 4133.897949
	Iteration 40F: 3 clusters Score -400604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -400607.812500 Penalty: 4133.897949
	Iteration 41Q: 3 clusters Score -400607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -400610.968750 Penalty: 4133.897949
	Iteration 42Q: 3 clusters Score -400611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -400616.343750 Penalty: 4133.897949
	Iteration 43Q: 3 clusters Score -400616.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -400621.812500 Penalty: 4133.897949
	Iteration 44Q: 3 clusters Score -400621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -400627.093750 Penalty: 4133.897949
	Iteration 45Q: 3 clusters Score -400627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -400628.843750 Penalty: 4133.897949
	Iteration 46Q: 3 clusters Score -400628.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -400637.718750 Penalty: 4133.897949
	Iteration 47Q: 3 clusters Score -400637.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -400644.843750 Penalty: 4133.897949
	Iteration 48Q: 3 clusters Score -400644.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -400655.187500 Penalty: 4133.897949
	Iteration 49Q: 3 clusters Score -400655.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -400667.093750 Penalty: 4133.897949
	Iteration 50Q: 3 clusters Score -400667.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -400678.718750 Penalty: 4133.897949
	Iteration 51Q: 3 clusters Score -400678.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -400700.875000 Penalty: 4133.897949
	Iteration 52Q: 3 clusters Score -400700.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -400729.625000 Penalty: 4133.897949
	Iteration 53Q: 3 clusters Score -400729.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -400763.562500 Penalty: 4133.897949
	Iteration 54Q: 3 clusters Score -400763.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -400807.968750 Penalty: 4133.897949
	Iteration 55Q: 3 clusters Score -400808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -400839.312500 Penalty: 4133.897949
	Iteration 56Q: 3 clusters Score -400839.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -400873.593750 Penalty: 4133.897949
	Iteration 57Q: 3 clusters Score -400873.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -400908.812500 Penalty: 4133.897949
	Iteration 58Q: 3 clusters Score -400908.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -400946.031250 Penalty: 4133.897949
	Iteration 59Q: 3 clusters Score -400946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -400985.843750 Penalty: 4133.897949
	Iteration 60F: 3 clusters Score -400985.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -401020.906250 Penalty: 4133.897949
	Iteration 61Q: 3 clusters Score -401020.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -401048.375000 Penalty: 4133.897949
	Iteration 62Q: 3 clusters Score -401048.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -401081.375000 Penalty: 4133.897949
	Iteration 63Q: 3 clusters Score -401081.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -401107.125000 Penalty: 4133.897949
	Iteration 64Q: 3 clusters Score -401107.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -401129.750000 Penalty: 4133.897949
	Iteration 65Q: 3 clusters Score -401129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -401141.375000 Penalty: 4133.897949
	Iteration 66Q: 3 clusters Score -401141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -401148.218750 Penalty: 4133.897949
	Iteration 67Q: 3 clusters Score -401148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -401153.718750 Penalty: 4133.897949
	Iteration 68Q: 3 clusters Score -401153.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -401157.156250 Penalty: 4133.897949
	Iteration 69Q: 3 clusters Score -401157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -401162.656250 Penalty: 4133.897949
	Iteration 70Q: 3 clusters Score -401162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -401164.500000 Penalty: 4133.897949
	Iteration 71Q: 3 clusters Score -401164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -401165.718750 Penalty: 4133.897949
	Iteration 72Q: 3 clusters Score -401165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -401166.531250 Penalty: 4133.897949
	Iteration 73Q: 3 clusters Score -401166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -401166.531250 Penalty: 4133.897949
	Iteration 74F: 3 clusters Score -401166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -725739.312500 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -725739.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -720339.187500 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -720339.2 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -721800.625000 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -721800.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -722072.562500 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -722072.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -722242.125000 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -722242.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -722348.062500 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -722348.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -722427.000000 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -722427 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -722481.375000 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -722481.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -722539.562500 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -722539.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -722610.312500 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -722610.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -722671.812500 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -722671.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -722730.750000 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -722730.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -722790.687500 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -722790.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -722852.312500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -722852.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -722915.812500 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -722915.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -722983.687500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -722983.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -723048.312500 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -723048.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -723119.000000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -723119 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -723182.187500 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -723182.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -723247.187500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -723247.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -723315.625000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -723315.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -723378.812500 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -723378.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -723442.250000 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -723442.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -723492.687500 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -723492.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -723530.562500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -723530.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -723573.687500 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -723573.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -723611.250000 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -723611.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -723654.375000 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -723654.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -723679.750000 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -723679.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -723707.875000 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -723707.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -723741.375000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -723741.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -723783.000000 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -723783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -723817.000000 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -723817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -723851.687500 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -723851.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -723874.312500 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -723874.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -723894.875000 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -723894.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -723915.937500 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -723915.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -723936.687500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -723936.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -723963.375000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -723963.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -723986.687500 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -723986.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -724002.687500 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -724002.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -724009.687500 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -724009.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -724023.000000 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -724023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -724040.062500 Penalty: 4352.289062
	Iteration 42Q: 3 clusters Score -724040.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -724051.875000 Penalty: 4352.289062
	Iteration 43Q: 3 clusters Score -724051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -724059.562500 Penalty: 4352.289062
	Iteration 44Q: 3 clusters Score -724059.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -724067.375000 Penalty: 4352.289062
	Iteration 45Q: 3 clusters Score -724067.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -724077.250000 Penalty: 4352.289062
	Iteration 46Q: 3 clusters Score -724077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -724087.437500 Penalty: 4352.289062
	Iteration 47Q: 3 clusters Score -724087.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -724095.625000 Penalty: 4352.289062
	Iteration 48Q: 3 clusters Score -724095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -724105.000000 Penalty: 4352.289062
	Iteration 49Q: 3 clusters Score -724105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -724111.187500 Penalty: 4352.289062
	Iteration 50Q: 3 clusters Score -724111.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -724122.562500 Penalty: 4352.289062
	Iteration 51Q: 3 clusters Score -724122.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -724134.875000 Penalty: 4352.289062
	Iteration 52Q: 3 clusters Score -724134.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -724139.500000 Penalty: 4352.289062
	Iteration 53Q: 3 clusters Score -724139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -724141.250000 Penalty: 4352.289062
	Iteration 54Q: 3 clusters Score -724141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -724143.187500 Penalty: 4352.289062
	Iteration 55Q: 3 clusters Score -724143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -724146.187500 Penalty: 4352.289062
	Iteration 56Q: 3 clusters Score -724146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -724146.437500 Penalty: 4352.289062
	Iteration 57Q: 3 clusters Score -724146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -724146.437500 Penalty: 4352.289062
	Iteration 58F: 3 clusters Score -724146.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (141191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141191 members 
Entering Unmasked Estep 
Score: -15871116.000000 Penalty: 2940.751465
	Iteration 0F: 2 clusters Score -1.587112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -15776540.000000 Penalty: 5881.502930
	Iteration 0F: 3 clusters Score -1.577654e+07 nChanged 67371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -15815227.000000 Penalty: 5881.502930
	Iteration 1F: 3 clusters Score -1.581523e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -15816043.000000 Penalty: 5881.502930
	Iteration 2Q: 3 clusters Score -1.581604e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -15817043.000000 Penalty: 5881.502930
	Iteration 3Q: 3 clusters Score -1.581704e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -15818190.000000 Penalty: 5881.502930
	Iteration 4Q: 3 clusters Score -1.581819e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -15819986.000000 Penalty: 5881.502930
	Iteration 5Q: 3 clusters Score -1.581999e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 74186 members 
Entering Unmasked Estep 
Score: -15822432.000000 Penalty: 5881.502930
	Iteration 6Q: 3 clusters Score -1.582243e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -15825461.000000 Penalty: 5881.502930
	Iteration 7Q: 3 clusters Score -1.582546e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -15829467.000000 Penalty: 5881.502930
	Iteration 8F: 3 clusters Score -1.582947e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -15834525.000000 Penalty: 5881.502930
	Iteration 9F: 3 clusters Score -1.583452e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -15839832.000000 Penalty: 5881.502930
	Iteration 10F: 3 clusters Score -1.583983e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -15845242.000000 Penalty: 5881.502930
	Iteration 11F: 3 clusters Score -1.584524e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -15849485.000000 Penalty: 5881.502930
	Iteration 12Q: 3 clusters Score -1.584948e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 88576 members 
Entering Unmasked Estep 
Score: -15852147.000000 Penalty: 5881.502930
	Iteration 13Q: 3 clusters Score -1.585215e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -15853910.000000 Penalty: 5881.502930
	Iteration 14Q: 3 clusters Score -1.585391e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -15855279.000000 Penalty: 5881.502930
	Iteration 15Q: 3 clusters Score -1.585528e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -15856335.000000 Penalty: 5881.502930
	Iteration 16Q: 3 clusters Score -1.585634e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -15857377.000000 Penalty: 5881.502930
	Iteration 17Q: 3 clusters Score -1.585738e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -15858202.000000 Penalty: 5881.502930
	Iteration 18Q: 3 clusters Score -1.58582e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -15858790.000000 Penalty: 5881.502930
	Iteration 19Q: 3 clusters Score -1.585879e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -15859219.000000 Penalty: 5881.502930
	Iteration 20F: 3 clusters Score -1.585922e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -15859566.000000 Penalty: 5881.502930
	Iteration 21Q: 3 clusters Score -1.585957e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 91858 members 
Entering Unmasked Estep 
Score: -15859819.000000 Penalty: 5881.502930
	Iteration 22Q: 3 clusters Score -1.585982e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -15860041.000000 Penalty: 5881.502930
	Iteration 23Q: 3 clusters Score -1.586004e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -15860182.000000 Penalty: 5881.502930
	Iteration 24Q: 3 clusters Score -1.586018e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -15860250.000000 Penalty: 5881.502930
	Iteration 25Q: 3 clusters Score -1.586025e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -15860396.000000 Penalty: 5881.502930
	Iteration 26Q: 3 clusters Score -1.58604e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -15860409.000000 Penalty: 5881.502930
	Iteration 27Q: 3 clusters Score -1.586041e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -15860382.000000 Penalty: 5881.502930
	Iteration 28Q: 3 clusters Score -1.586038e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -15860469.000000 Penalty: 5881.502930
	Iteration 29Q: 3 clusters Score -1.586047e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -15860512.000000 Penalty: 5881.502930
	Iteration 30Q: 3 clusters Score -1.586051e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -15860516.000000 Penalty: 5881.502930
	Iteration 31Q: 3 clusters Score -1.586052e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -15860494.000000 Penalty: 5881.502930
	Iteration 32Q: 3 clusters Score -1.586049e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -15860475.000000 Penalty: 5881.502930
	Iteration 33Q: 3 clusters Score -1.586048e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -15860471.000000 Penalty: 5881.502930
	Iteration 34Q: 3 clusters Score -1.586047e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -15860467.000000 Penalty: 5881.502930
	Iteration 35Q: 3 clusters Score -1.586047e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 87032 members 
Entering Unmasked Estep 
Score: -15860434.000000 Penalty: 5881.502930
	Iteration 36Q: 3 clusters Score -1.586043e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -15860477.000000 Penalty: 5881.502930
	Iteration 37Q: 3 clusters Score -1.586048e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 86423 members 
Entering Unmasked Estep 
Score: -15860510.000000 Penalty: 5881.502930
	Iteration 38Q: 3 clusters Score -1.586051e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -15860529.000000 Penalty: 5881.502930
	Iteration 39Q: 3 clusters Score -1.586053e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -15860558.000000 Penalty: 5881.502930
	Iteration 40F: 3 clusters Score -1.586056e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -15860604.000000 Penalty: 5881.502930
	Iteration 41Q: 3 clusters Score -1.58606e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -15860603.000000 Penalty: 5881.502930
	Iteration 42Q: 3 clusters Score -1.58606e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -15860583.000000 Penalty: 5881.502930
	Iteration 43Q: 3 clusters Score -1.586058e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -15860608.000000 Penalty: 5881.502930
	Iteration 44Q: 3 clusters Score -1.586061e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -15860663.000000 Penalty: 5881.502930
	Iteration 45Q: 3 clusters Score -1.586066e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -15860658.000000 Penalty: 5881.502930
	Iteration 46Q: 3 clusters Score -1.586066e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 83901 members 
Entering Unmasked Estep 
Score: -15860725.000000 Penalty: 5881.502930
	Iteration 47Q: 3 clusters Score -1.586072e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -15860724.000000 Penalty: 5881.502930
	Iteration 48Q: 3 clusters Score -1.586072e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -15860781.000000 Penalty: 5881.502930
	Iteration 49Q: 3 clusters Score -1.586078e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -15860775.000000 Penalty: 5881.502930
	Iteration 50Q: 3 clusters Score -1.586078e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -15860801.000000 Penalty: 5881.502930
	Iteration 51Q: 3 clusters Score -1.58608e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -15860779.000000 Penalty: 5881.502930
	Iteration 52Q: 3 clusters Score -1.586078e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -15860759.000000 Penalty: 5881.502930
	Iteration 53Q: 3 clusters Score -1.586076e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58831 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -15860750.000000 Penalty: 5881.502930
	Iteration 54Q: 3 clusters Score -1.586075e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -15860762.000000 Penalty: 5881.502930
	Iteration 55Q: 3 clusters Score -1.586076e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -15860774.000000 Penalty: 5881.502930
	Iteration 56Q: 3 clusters Score -1.586077e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -15860769.000000 Penalty: 5881.502930
	Iteration 57Q: 3 clusters Score -1.586077e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -15860785.000000 Penalty: 5881.502930
	Iteration 58Q: 3 clusters Score -1.586078e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -15860803.000000 Penalty: 5881.502930
	Iteration 59Q: 3 clusters Score -1.58608e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -15860833.000000 Penalty: 5881.502930
	Iteration 60F: 3 clusters Score -1.586083e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -15860845.000000 Penalty: 5881.502930
	Iteration 61Q: 3 clusters Score -1.586084e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -15860867.000000 Penalty: 5881.502930
	Iteration 62Q: 3 clusters Score -1.586087e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -15860911.000000 Penalty: 5881.502930
	Iteration 63Q: 3 clusters Score -1.586091e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -15860937.000000 Penalty: 5881.502930
	Iteration 64Q: 3 clusters Score -1.586094e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -15860905.000000 Penalty: 5881.502930
	Iteration 65Q: 3 clusters Score -1.58609e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -15860889.000000 Penalty: 5881.502930
	Iteration 66Q: 3 clusters Score -1.586089e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -15860862.000000 Penalty: 5881.502930
	Iteration 67Q: 3 clusters Score -1.586086e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -15860885.000000 Penalty: 5881.502930
	Iteration 68Q: 3 clusters Score -1.586088e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -15860921.000000 Penalty: 5881.502930
	Iteration 69Q: 3 clusters Score -1.586092e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -15860878.000000 Penalty: 5881.502930
	Iteration 70Q: 3 clusters Score -1.586088e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -15860904.000000 Penalty: 5881.502930
	Iteration 71Q: 3 clusters Score -1.58609e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -15860919.000000 Penalty: 5881.502930
	Iteration 72Q: 3 clusters Score -1.586092e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
Score: -15860946.000000 Penalty: 5881.502930
	Iteration 73Q: 3 clusters Score -1.586095e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -15860936.000000 Penalty: 5881.502930
	Iteration 74Q: 3 clusters Score -1.586094e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 78684 members 
Entering Unmasked Estep 
Score: -15860922.000000 Penalty: 5881.502930
	Iteration 75Q: 3 clusters Score -1.586092e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -15860931.000000 Penalty: 5881.502930
	Iteration 76Q: 3 clusters Score -1.586093e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -15860936.000000 Penalty: 5881.502930
	Iteration 77Q: 3 clusters Score -1.586094e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -15860975.000000 Penalty: 5881.502930
	Iteration 78Q: 3 clusters Score -1.586098e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -15860997.000000 Penalty: 5881.502930
	Iteration 79Q: 3 clusters Score -1.5861e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -15861005.000000 Penalty: 5881.502930
	Iteration 80F: 3 clusters Score -1.5861e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -15861026.000000 Penalty: 5881.502930
	Iteration 81Q: 3 clusters Score -1.586103e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -15861028.000000 Penalty: 5881.502930
	Iteration 82Q: 3 clusters Score -1.586103e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -15861076.000000 Penalty: 5881.502930
	Iteration 83Q: 3 clusters Score -1.586108e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -15861089.000000 Penalty: 5881.502930
	Iteration 84Q: 3 clusters Score -1.586109e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -15861116.000000 Penalty: 5881.502930
	Iteration 85Q: 3 clusters Score -1.586112e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -15861112.000000 Penalty: 5881.502930
	Iteration 86Q: 3 clusters Score -1.586111e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -15861136.000000 Penalty: 5881.502930
	Iteration 87Q: 3 clusters Score -1.586114e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -15861150.000000 Penalty: 5881.502930
	Iteration 88Q: 3 clusters Score -1.586115e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -15861150.000000 Penalty: 5881.502930
	Iteration 89Q: 3 clusters Score -1.586115e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -15861173.000000 Penalty: 5881.502930
	Iteration 90Q: 3 clusters Score -1.586117e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -15861122.000000 Penalty: 5881.502930
	Iteration 91Q: 3 clusters Score -1.586112e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -15861107.000000 Penalty: 5881.502930
	Iteration 92Q: 3 clusters Score -1.586111e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 75030 members 
Entering Unmasked Estep 
Score: -15861106.000000 Penalty: 5881.502930
	Iteration 93Q: 3 clusters Score -1.586111e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -15861106.000000 Penalty: 5881.502930
	Iteration 94Q: 3 clusters Score -1.586111e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -15861136.000000 Penalty: 5881.502930
	Iteration 95Q: 3 clusters Score -1.586114e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -15861159.000000 Penalty: 5881.502930
	Iteration 96Q: 3 clusters Score -1.586116e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -15861209.000000 Penalty: 5881.502930
	Iteration 97Q: 3 clusters Score -1.586121e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -15861206.000000 Penalty: 5881.502930
	Iteration 98Q: 3 clusters Score -1.586121e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -15861211.000000 Penalty: 5881.502930
	Iteration 99Q: 3 clusters Score -1.586121e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -15861247.000000 Penalty: 5881.502930
	Iteration 100F: 3 clusters Score -1.586125e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -15861256.000000 Penalty: 5881.502930
	Iteration 101Q: 3 clusters Score -1.586126e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
Score: -15861294.000000 Penalty: 5881.502930
	Iteration 102Q: 3 clusters Score -1.586129e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -15861308.000000 Penalty: 5881.502930
	Iteration 103Q: 3 clusters Score -1.586131e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.58613e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
Score: -15861325.000000 Penalty: 5881.502930
	Iteration 105Q: 3 clusters Score -1.586132e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -15861331.000000 Penalty: 5881.502930
	Iteration 106Q: 3 clusters Score -1.586133e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -15861332.000000 Penalty: 5881.502930
	Iteration 107Q: 3 clusters Score -1.586133e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -15861370.000000 Penalty: 5881.502930
	Iteration 108Q: 3 clusters Score -1.586137e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -15861350.000000 Penalty: 5881.502930
	Iteration 109Q: 3 clusters Score -1.586135e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -15861331.000000 Penalty: 5881.502930
	Iteration 110Q: 3 clusters Score -1.586133e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -15861327.000000 Penalty: 5881.502930
	Iteration 111Q: 3 clusters Score -1.586133e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -15861293.000000 Penalty: 5881.502930
	Iteration 112Q: 3 clusters Score -1.586129e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -15861343.000000 Penalty: 5881.502930
	Iteration 113Q: 3 clusters Score -1.586134e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -15861366.000000 Penalty: 5881.502930
	Iteration 114Q: 3 clusters Score -1.586137e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -15861381.000000 Penalty: 5881.502930
	Iteration 115Q: 3 clusters Score -1.586138e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -15861393.000000 Penalty: 5881.502930
	Iteration 116Q: 3 clusters Score -1.586139e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -15861393.000000 Penalty: 5881.502930
	Iteration 117Q: 3 clusters Score -1.586139e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -15861388.000000 Penalty: 5881.502930
	Iteration 118Q: 3 clusters Score -1.586139e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -15861392.000000 Penalty: 5881.502930
	Iteration 119Q: 3 clusters Score -1.586139e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -15861410.000000 Penalty: 5881.502930
	Iteration 120F: 3 clusters Score -1.586141e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -15861399.000000 Penalty: 5881.502930
	Iteration 121Q: 3 clusters Score -1.58614e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -15861408.000000 Penalty: 5881.502930
	Iteration 122Q: 3 clusters Score -1.586141e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -15861417.000000 Penalty: 5881.502930
	Iteration 123Q: 3 clusters Score -1.586142e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -15861435.000000 Penalty: 5881.502930
	Iteration 124Q: 3 clusters Score -1.586144e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -15861447.000000 Penalty: 5881.502930
	Iteration 125Q: 3 clusters Score -1.586145e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -15861480.000000 Penalty: 5881.502930
	Iteration 126Q: 3 clusters Score -1.586148e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -15861465.000000 Penalty: 5881.502930
	Iteration 127Q: 3 clusters Score -1.586146e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -15861481.000000 Penalty: 5881.502930
	Iteration 128Q: 3 clusters Score -1.586148e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 68058 members 
Entering Unmasked Estep 
Score: -15861482.000000 Penalty: 5881.502930
	Iteration 129Q: 3 clusters Score -1.586148e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -15861526.000000 Penalty: 5881.502930
	Iteration 130Q: 3 clusters Score -1.586153e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -15861534.000000 Penalty: 5881.502930
	Iteration 131Q: 3 clusters Score -1.586153e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -15861568.000000 Penalty: 5881.502930
	Iteration 132Q: 3 clusters Score -1.586157e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -15861560.000000 Penalty: 5881.502930
	Iteration 133Q: 3 clusters Score -1.586156e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -15861535.000000 Penalty: 5881.502930
	Iteration 134Q: 3 clusters Score -1.586154e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -15861528.000000 Penalty: 5881.502930
	Iteration 135Q: 3 clusters Score -1.586153e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -15861542.000000 Penalty: 5881.502930
	Iteration 136Q: 3 clusters Score -1.586154e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -15861545.000000 Penalty: 5881.502930
	Iteration 137Q: 3 clusters Score -1.586154e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -15861517.000000 Penalty: 5881.502930
	Iteration 138Q: 3 clusters Score -1.586152e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -15861504.000000 Penalty: 5881.502930
	Iteration 139Q: 3 clusters Score -1.58615e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -15861504.000000 Penalty: 5881.502930
	Iteration 140F: 3 clusters Score -1.58615e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -15861540.000000 Penalty: 5881.502930
	Iteration 141Q: 3 clusters Score -1.586154e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -15861558.000000 Penalty: 5881.502930
	Iteration 142Q: 3 clusters Score -1.586156e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -15861557.000000 Penalty: 5881.502930
	Iteration 143Q: 3 clusters Score -1.586156e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -15861576.000000 Penalty: 5881.502930
	Iteration 144Q: 3 clusters Score -1.586158e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -15861612.000000 Penalty: 5881.502930
	Iteration 145Q: 3 clusters Score -1.586161e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -15861625.000000 Penalty: 5881.502930
	Iteration 146Q: 3 clusters Score -1.586162e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -15861640.000000 Penalty: 5881.502930
	Iteration 147Q: 3 clusters Score -1.586164e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -15861650.000000 Penalty: 5881.502930
	Iteration 148Q: 3 clusters Score -1.586165e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -15861638.000000 Penalty: 5881.502930
	Iteration 149Q: 3 clusters Score -1.586164e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -15861638.000000 Penalty: 5881.502930
	Iteration 150Q: 3 clusters Score -1.586164e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -15861665.000000 Penalty: 5881.502930
	Iteration 151Q: 3 clusters Score -1.586166e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -15861634.000000 Penalty: 5881.502930
	Iteration 152Q: 3 clusters Score -1.586163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -15861656.000000 Penalty: 5881.502930
	Iteration 153Q: 3 clusters Score -1.586166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -15861657.000000 Penalty: 5881.502930
	Iteration 154Q: 3 clusters Score -1.586166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -15861630.000000 Penalty: 5881.502930
	Iteration 155Q: 3 clusters Score -1.586163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -15861631.000000 Penalty: 5881.502930
	Iteration 156Q: 3 clusters Score -1.586163e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -15861635.000000 Penalty: 5881.502930
	Iteration 157Q: 3 clusters Score -1.586164e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -15861645.000000 Penalty: 5881.502930
	Iteration 158Q: 3 clusters Score -1.586164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -15861661.000000 Penalty: 5881.502930
	Iteration 159Q: 3 clusters Score -1.586166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -15861688.000000 Penalty: 5881.502930
	Iteration 160F: 3 clusters Score -1.586169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -15861672.000000 Penalty: 5881.502930
	Iteration 161Q: 3 clusters Score -1.586167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -15861670.000000 Penalty: 5881.502930
	Iteration 162Q: 3 clusters Score -1.586167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -15861676.000000 Penalty: 5881.502930
	Iteration 163Q: 3 clusters Score -1.586168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -15861665.000000 Penalty: 5881.502930
	Iteration 164Q: 3 clusters Score -1.586166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -15861659.000000 Penalty: 5881.502930
	Iteration 165Q: 3 clusters Score -1.586166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -15861649.000000 Penalty: 5881.502930
	Iteration 166Q: 3 clusters Score -1.586165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -15861660.000000 Penalty: 5881.502930
	Iteration 167Q: 3 clusters Score -1.586166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -15861664.000000 Penalty: 5881.502930
	Iteration 168Q: 3 clusters Score -1.586166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -15861664.000000 Penalty: 5881.502930
	Iteration 169Q: 3 clusters Score -1.586166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -15861669.000000 Penalty: 5881.502930
	Iteration 170Q: 3 clusters Score -1.586167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -15861656.000000 Penalty: 5881.502930
	Iteration 171Q: 3 clusters Score -1.586166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -15861656.000000 Penalty: 5881.502930
	Iteration 172Q: 3 clusters Score -1.586166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -15861655.000000 Penalty: 5881.502930
	Iteration 173Q: 3 clusters Score -1.586166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -15861656.000000 Penalty: 5881.502930
	Iteration 174Q: 3 clusters Score -1.586166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -15861652.000000 Penalty: 5881.502930
	Iteration 175Q: 3 clusters Score -1.586165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -15861657.000000 Penalty: 5881.502930
	Iteration 176Q: 3 clusters Score -1.586166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -15861648.000000 Penalty: 5881.502930
	Iteration 177Q: 3 clusters Score -1.586165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -15861653.000000 Penalty: 5881.502930
	Iteration 178Q: 3 clusters Score -1.586165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -15861653.000000 Penalty: 5881.502930
	Iteration 179F: 3 clusters Score -1.586165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -292739.468750 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -292739.5 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 1539 members 
Entering Unmasked Estep 
Score: -289529.406250 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -289529.4 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -290260.812500 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -290260.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -290491.031250 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -290491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -290618.968750 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -290619 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -290731.812500 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -290731.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -290826.031250 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -290826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -290883.906250 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -290883.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -290932.062500 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -290932.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -290982.375000 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -290982.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -291065.687500 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -291065.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -291163.625000 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -291163.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -291227.437500 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -291227.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -291270.843750 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -291270.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -291313.281250 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -291313.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -291336.968750 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -291337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -291359.625000 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -291359.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -291376.125000 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -291376.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -291386.500000 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -291386.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -291392.218750 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -291392.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -291397.625000 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -291397.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -291411.750000 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -291411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -291416.781250 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -291416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -291420.156250 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -291420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -291422.406250 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -291422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -291423.656250 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -291423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -291424.843750 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -291424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -291424.843750 Penalty: 3974.289795
	Iteration 26F: 3 clusters Score -291424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Entering Unmasked Estep 
Score: -899154.562500 Penalty: 2243.187744
	Iteration 0F: 2 clusters Score -899154.6 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 4249 members 
Entering Unmasked Estep 
Score: -892364.625000 Penalty: 4486.375488
	Iteration 0F: 3 clusters Score -892364.6 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -894411.437500 Penalty: 4486.375488
	Iteration 1F: 3 clusters Score -894411.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -894774.312500 Penalty: 4486.375488
	Iteration 2F: 3 clusters Score -894774.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -895052.562500 Penalty: 4486.375488
	Iteration 3F: 3 clusters Score -895052.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -895295.125000 Penalty: 4486.375488
	Iteration 4Q: 3 clusters Score -895295.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -895534.812500 Penalty: 4486.375488
	Iteration 5Q: 3 clusters Score -895534.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -895768.125000 Penalty: 4486.375488
	Iteration 6Q: 3 clusters Score -895768.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -895990.812500 Penalty: 4486.375488
	Iteration 7Q: 3 clusters Score -895990.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -896229.250000 Penalty: 4486.375488
	Iteration 8Q: 3 clusters Score -896229.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -896449.812500 Penalty: 4486.375488
	Iteration 9Q: 3 clusters Score -896449.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -896653.062500 Penalty: 4486.375488
	Iteration 10Q: 3 clusters Score -896653.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -896860.437500 Penalty: 4486.375488
	Iteration 11Q: 3 clusters Score -896860.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -897143.062500 Penalty: 4486.375488
	Iteration 12Q: 3 clusters Score -897143.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -897503.250000 Penalty: 4486.375488
	Iteration 13Q: 3 clusters Score -897503.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -897883.812500 Penalty: 4486.375488
	Iteration 14Q: 3 clusters Score -897883.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -898171.750000 Penalty: 4486.375488
	Iteration 15Q: 3 clusters Score -898171.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -898365.500000 Penalty: 4486.375488
	Iteration 16Q: 3 clusters Score -898365.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -898480.187500 Penalty: 4486.375488
	Iteration 17Q: 3 clusters Score -898480.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -898565.000000 Penalty: 4486.375488
	Iteration 18Q: 3 clusters Score -898565 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -898634.812500 Penalty: 4486.375488
	Iteration 19Q: 3 clusters Score -898634.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -898698.187500 Penalty: 4486.375488
	Iteration 20F: 3 clusters Score -898698.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -898745.375000 Penalty: 4486.375488
	Iteration 21Q: 3 clusters Score -898745.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -898775.625000 Penalty: 4486.375488
	Iteration 22Q: 3 clusters Score -898775.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -898798.187500 Penalty: 4486.375488
	Iteration 23Q: 3 clusters Score -898798.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -898816.500000 Penalty: 4486.375488
	Iteration 24Q: 3 clusters Score -898816.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -898829.187500 Penalty: 4486.375488
	Iteration 25Q: 3 clusters Score -898829.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -898839.937500 Penalty: 4486.375488
	Iteration 26Q: 3 clusters Score -898839.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -898845.250000 Penalty: 4486.375488
	Iteration 27Q: 3 clusters Score -898845.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -898854.687500 Penalty: 4486.375488
	Iteration 28Q: 3 clusters Score -898854.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -898862.687500 Penalty: 4486.375488
	Iteration 29Q: 3 clusters Score -898862.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -898875.625000 Penalty: 4486.375488
	Iteration 30Q: 3 clusters Score -898875.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -898886.187500 Penalty: 4486.375488
	Iteration 31Q: 3 clusters Score -898886.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -898899.500000 Penalty: 4486.375488
	Iteration 32Q: 3 clusters Score -898899.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -898914.812500 Penalty: 4486.375488
	Iteration 33Q: 3 clusters Score -898914.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -898939.187500 Penalty: 4486.375488
	Iteration 34Q: 3 clusters Score -898939.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -898975.187500 Penalty: 4486.375488
	Iteration 35Q: 3 clusters Score -898975.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -899035.125000 Penalty: 4486.375488
	Iteration 36Q: 3 clusters Score -899035.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -899118.500000 Penalty: 4486.375488
	Iteration 37Q: 3 clusters Score -899118.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -899234.875000 Penalty: 4486.375488
	Iteration 38Q: 3 clusters Score -899234.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -899354.187500 Penalty: 4486.375488
	Iteration 39Q: 3 clusters Score -899354.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -899473.375000 Penalty: 4486.375488
	Iteration 40F: 3 clusters Score -899473.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -899585.500000 Penalty: 4486.375488
	Iteration 41Q: 3 clusters Score -899585.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -899672.937500 Penalty: 4486.375488
	Iteration 42Q: 3 clusters Score -899672.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -899732.750000 Penalty: 4486.375488
	Iteration 43Q: 3 clusters Score -899732.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -899759.500000 Penalty: 4486.375488
	Iteration 44Q: 3 clusters Score -899759.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -899769.000000 Penalty: 4486.375488
	Iteration 45Q: 3 clusters Score -899769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -899773.125000 Penalty: 4486.375488
	Iteration 46Q: 3 clusters Score -899773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -899774.687500 Penalty: 4486.375488
	Iteration 47Q: 3 clusters Score -899774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -899777.312500 Penalty: 4486.375488
	Iteration 48Q: 3 clusters Score -899777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -899777.875000 Penalty: 4486.375488
	Iteration 49Q: 3 clusters Score -899777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -899778.687500 Penalty: 4486.375488
	Iteration 50Q: 3 clusters Score -899778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -899777.312500 Penalty: 4486.375488
	Iteration 51Q: 3 clusters Score -899777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -899776.875000 Penalty: 4486.375488
	Iteration 52Q: 3 clusters Score -899776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -899776.875000 Penalty: 4486.375488
	Iteration 53F: 3 clusters Score -899776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10735 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 6010 members 
Mstep: Class 22 contains 19113 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12732 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32869 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11768 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24609 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24383 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26164 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41869 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9702 members 
Mstep: Class 64 contains 13355 members 
Mstep: Class 65 contains 2467 members 
Entering Unmasked Estep 
Score: -139289088.000000 Penalty: 226831.578125
Splitting cluster 21 changes total score from -139289456.000000 to -139289088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (19113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Entering Unmasked Estep 
Score: -2199193.250000 Penalty: 2444.814697
	Iteration 0F: 2 clusters Score -2199193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2185723.000000 Penalty: 4889.629395
	Iteration 0F: 3 clusters Score -2185723 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2190256.500000 Penalty: 4889.629395
	Iteration 1F: 3 clusters Score -2190256 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2190648.250000 Penalty: 4889.629395
	Iteration 2F: 3 clusters Score -2190648 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2190921.250000 Penalty: 4889.629395
	Iteration 3Q: 3 clusters Score -2190921 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2191150.750000 Penalty: 4889.629395
	Iteration 4Q: 3 clusters Score -2191151 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2191377.250000 Penalty: 4889.629395
	Iteration 5Q: 3 clusters Score -2191377 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2191640.750000 Penalty: 4889.629395
	Iteration 6Q: 3 clusters Score -2191641 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2191970.250000 Penalty: 4889.629395
	Iteration 7Q: 3 clusters Score -2191970 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2192310.250000 Penalty: 4889.629395
	Iteration 8Q: 3 clusters Score -2192310 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2192753.000000 Penalty: 4889.629395
	Iteration 9Q: 3 clusters Score -2192753 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2193295.500000 Penalty: 4889.629395
	Iteration 10Q: 3 clusters Score -2193296 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2193845.000000 Penalty: 4889.629395
	Iteration 11Q: 3 clusters Score -2193845 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2194393.250000 Penalty: 4889.629395
	Iteration 12Q: 3 clusters Score -2194393 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2194907.000000 Penalty: 4889.629395
	Iteration 13Q: 3 clusters Score -2194907 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2195447.750000 Penalty: 4889.629395
	Iteration 14Q: 3 clusters Score -2195448 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2195989.750000 Penalty: 4889.629395
	Iteration 15Q: 3 clusters Score -2195990 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2196576.250000 Penalty: 4889.629395
	Iteration 16Q: 3 clusters Score -2196576 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2197125.000000 Penalty: 4889.629395
	Iteration 17Q: 3 clusters Score -2197125 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2197613.750000 Penalty: 4889.629395
	Iteration 18Q: 3 clusters Score -2197614 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2198038.250000 Penalty: 4889.629395
	Iteration 19Q: 3 clusters Score -2198038 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2198461.250000 Penalty: 4889.629395
	Iteration 20F: 3 clusters Score -2198461 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2198729.500000 Penalty: 4889.629395
	Iteration 21Q: 3 clusters Score -2198730 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2198822.000000 Penalty: 4889.629395
	Iteration 22Q: 3 clusters Score -2198822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2198860.000000 Penalty: 4889.629395
	Iteration 23Q: 3 clusters Score -2198860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2198885.500000 Penalty: 4889.629395
	Iteration 24Q: 3 clusters Score -2198886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2198892.750000 Penalty: 4889.629395
	Iteration 25Q: 3 clusters Score -2198893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2198894.500000 Penalty: 4889.629395
	Iteration 26Q: 3 clusters Score -2198894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2198903.250000 Penalty: 4889.629395
	Iteration 27Q: 3 clusters Score -2198903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2198906.500000 Penalty: 4889.629395
	Iteration 28Q: 3 clusters Score -2198906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2198913.250000 Penalty: 4889.629395
	Iteration 29Q: 3 clusters Score -2198913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2198914.750000 Penalty: 4889.629395
	Iteration 30Q: 3 clusters Score -2198915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2198917.000000 Penalty: 4889.629395
	Iteration 31Q: 3 clusters Score -2198917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2198919.750000 Penalty: 4889.629395
	Iteration 32Q: 3 clusters Score -2198920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2198921.500000 Penalty: 4889.629395
	Iteration 33Q: 3 clusters Score -2198922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2198921.250000 Penalty: 4889.629395
	Iteration 34Q: 3 clusters Score -2198921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2198920.000000 Penalty: 4889.629395
	Iteration 35Q: 3 clusters Score -2198920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2198921.000000 Penalty: 4889.629395
	Iteration 36Q: 3 clusters Score -2198921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2198924.500000 Penalty: 4889.629395
	Iteration 37Q: 3 clusters Score -2198924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2198921.000000 Penalty: 4889.629395
	Iteration 38Q: 3 clusters Score -2198921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2198922.500000 Penalty: 4889.629395
	Iteration 39Q: 3 clusters Score -2198922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2198926.000000 Penalty: 4889.629395
	Iteration 40F: 3 clusters Score -2198926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2198926.500000 Penalty: 4889.629395
	Iteration 41Q: 3 clusters Score -2198926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2198928.750000 Penalty: 4889.629395
	Iteration 42Q: 3 clusters Score -2198929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2198925.000000 Penalty: 4889.629395
	Iteration 43Q: 3 clusters Score -2198925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2198923.750000 Penalty: 4889.629395
	Iteration 44Q: 3 clusters Score -2198924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2198924.500000 Penalty: 4889.629395
	Iteration 45Q: 3 clusters Score -2198924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2198924.500000 Penalty: 4889.629395
	Iteration 46F: 3 clusters Score -2198924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Entering Unmasked Estep 
Score: -995252.125000 Penalty: 2294.557861
	Iteration 0F: 2 clusters Score -995252.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -987297.562500 Penalty: 4589.115723
	Iteration 0F: 3 clusters Score -987297.6 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -989946.187500 Penalty: 4589.115723
	Iteration 1F: 3 clusters Score -989946.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -990619.062500 Penalty: 4589.115723
	Iteration 2F: 3 clusters Score -990619.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -991288.937500 Penalty: 4589.115723
	Iteration 3F: 3 clusters Score -991288.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -991882.250000 Penalty: 4589.115723
	Iteration 4F: 3 clusters Score -991882.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -992327.312500 Penalty: 4589.115723
	Iteration 5F: 3 clusters Score -992327.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -992634.625000 Penalty: 4589.115723
	Iteration 6Q: 3 clusters Score -992634.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -992867.750000 Penalty: 4589.115723
	Iteration 7Q: 3 clusters Score -992867.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -993043.625000 Penalty: 4589.115723
	Iteration 8Q: 3 clusters Score -993043.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -993167.687500 Penalty: 4589.115723
	Iteration 9Q: 3 clusters Score -993167.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -993273.687500 Penalty: 4589.115723
	Iteration 10Q: 3 clusters Score -993273.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -993370.062500 Penalty: 4589.115723
	Iteration 11Q: 3 clusters Score -993370.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -993477.187500 Penalty: 4589.115723
	Iteration 12Q: 3 clusters Score -993477.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -993610.875000 Penalty: 4589.115723
	Iteration 13Q: 3 clusters Score -993610.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -993732.000000 Penalty: 4589.115723
	Iteration 14Q: 3 clusters Score -993732 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -993852.562500 Penalty: 4589.115723
	Iteration 15Q: 3 clusters Score -993852.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -993973.000000 Penalty: 4589.115723
	Iteration 16Q: 3 clusters Score -993973 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -994085.750000 Penalty: 4589.115723
	Iteration 17Q: 3 clusters Score -994085.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -994180.562500 Penalty: 4589.115723
	Iteration 18Q: 3 clusters Score -994180.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -994253.937500 Penalty: 4589.115723
	Iteration 19Q: 3 clusters Score -994253.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -994315.687500 Penalty: 4589.115723
	Iteration 20F: 3 clusters Score -994315.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -994368.312500 Penalty: 4589.115723
	Iteration 21Q: 3 clusters Score -994368.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -994409.812500 Penalty: 4589.115723
	Iteration 22Q: 3 clusters Score -994409.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -994445.812500 Penalty: 4589.115723
	Iteration 23Q: 3 clusters Score -994445.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -994469.500000 Penalty: 4589.115723
	Iteration 24Q: 3 clusters Score -994469.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -994487.125000 Penalty: 4589.115723
	Iteration 25Q: 3 clusters Score -994487.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -994501.812500 Penalty: 4589.115723
	Iteration 26Q: 3 clusters Score -994501.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -994512.187500 Penalty: 4589.115723
	Iteration 27Q: 3 clusters Score -994512.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -994519.875000 Penalty: 4589.115723
	Iteration 28Q: 3 clusters Score -994519.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -994528.125000 Penalty: 4589.115723
	Iteration 29Q: 3 clusters Score -994528.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -994534.312500 Penalty: 4589.115723
	Iteration 30Q: 3 clusters Score -994534.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -994539.687500 Penalty: 4589.115723
	Iteration 31Q: 3 clusters Score -994539.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -994545.000000 Penalty: 4589.115723
	Iteration 32Q: 3 clusters Score -994545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -994550.812500 Penalty: 4589.115723
	Iteration 33Q: 3 clusters Score -994550.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -994548.062500 Penalty: 4589.115723
	Iteration 34Q: 3 clusters Score -994548.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -994552.750000 Penalty: 4589.115723
	Iteration 35Q: 3 clusters Score -994552.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -994556.812500 Penalty: 4589.115723
	Iteration 36Q: 3 clusters Score -994556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -994558.875000 Penalty: 4589.115723
	Iteration 37Q: 3 clusters Score -994558.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -994560.812500 Penalty: 4589.115723
	Iteration 38Q: 3 clusters Score -994560.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -994562.937500 Penalty: 4589.115723
	Iteration 39Q: 3 clusters Score -994562.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -994567.125000 Penalty: 4589.115723
	Iteration 40F: 3 clusters Score -994567.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -994567.937500 Penalty: 4589.115723
	Iteration 41Q: 3 clusters Score -994567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -994569.625000 Penalty: 4589.115723
	Iteration 42Q: 3 clusters Score -994569.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -994571.625000 Penalty: 4589.115723
	Iteration 43Q: 3 clusters Score -994571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -994575.500000 Penalty: 4589.115723
	Iteration 44Q: 3 clusters Score -994575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -994575.500000 Penalty: 4589.115723
	Iteration 45Q: 3 clusters Score -994575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -994574.937500 Penalty: 4589.115723
	Iteration 46Q: 3 clusters Score -994574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -994578.375000 Penalty: 4589.115723
	Iteration 47Q: 3 clusters Score -994578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -994577.375000 Penalty: 4589.115723
	Iteration 48Q: 3 clusters Score -994577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -994576.875000 Penalty: 4589.115723
	Iteration 49Q: 3 clusters Score -994576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -994577.375000 Penalty: 4589.115723
	Iteration 50Q: 3 clusters Score -994577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -994579.875000 Penalty: 4589.115723
	Iteration 51Q: 3 clusters Score -994579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -994581.000000 Penalty: 4589.115723
	Iteration 52Q: 3 clusters Score -994581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -994579.062500 Penalty: 4589.115723
	Iteration 53Q: 3 clusters Score -994579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -994578.375000 Penalty: 4589.115723
	Iteration 54Q: 3 clusters Score -994578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -994579.625000 Penalty: 4589.115723
	Iteration 55Q: 3 clusters Score -994579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -994579.625000 Penalty: 4589.115723
	Iteration 56F: 3 clusters Score -994579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Entering Unmasked Estep 
Score: -1288512.750000 Penalty: 2344.064697
	Iteration 0F: 2 clusters Score -1288513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1279064.375000 Penalty: 4688.129395
	Iteration 0F: 3 clusters Score -1279064 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1282206.750000 Penalty: 4688.129395
	Iteration 1F: 3 clusters Score -1282207 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1282708.125000 Penalty: 4688.129395
	Iteration 2F: 3 clusters Score -1282708 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1283182.125000 Penalty: 4688.129395
	Iteration 3F: 3 clusters Score -1283182 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1283609.000000 Penalty: 4688.129395
	Iteration 4F: 3 clusters Score -1283609 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1284015.375000 Penalty: 4688.129395
	Iteration 5F: 3 clusters Score -1284015 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1284347.125000 Penalty: 4688.129395
	Iteration 6Q: 3 clusters Score -1284347 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1284640.250000 Penalty: 4688.129395
	Iteration 7Q: 3 clusters Score -1284640 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1284881.125000 Penalty: 4688.129395
	Iteration 8Q: 3 clusters Score -1284881 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1285143.125000 Penalty: 4688.129395
	Iteration 9Q: 3 clusters Score -1285143 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1285398.625000 Penalty: 4688.129395
	Iteration 10Q: 3 clusters Score -1285399 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1285644.500000 Penalty: 4688.129395
	Iteration 11Q: 3 clusters Score -1285644 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1285862.000000 Penalty: 4688.129395
	Iteration 12Q: 3 clusters Score -1285862 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1286061.750000 Penalty: 4688.129395
	Iteration 13Q: 3 clusters Score -1286062 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1286239.250000 Penalty: 4688.129395
	Iteration 14Q: 3 clusters Score -1286239 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1286390.625000 Penalty: 4688.129395
	Iteration 15Q: 3 clusters Score -1286391 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1286520.000000 Penalty: 4688.129395
	Iteration 16Q: 3 clusters Score -1286520 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1286605.750000 Penalty: 4688.129395
	Iteration 17Q: 3 clusters Score -1286606 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1286681.625000 Penalty: 4688.129395
	Iteration 18Q: 3 clusters Score -1286682 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1286754.000000 Penalty: 4688.129395
	Iteration 19Q: 3 clusters Score -1286754 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1286841.250000 Penalty: 4688.129395
	Iteration 20F: 3 clusters Score -1286841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1286921.250000 Penalty: 4688.129395
	Iteration 21Q: 3 clusters Score -1286921 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1286999.625000 Penalty: 4688.129395
	Iteration 22Q: 3 clusters Score -1287000 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1287062.250000 Penalty: 4688.129395
	Iteration 23Q: 3 clusters Score -1287062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1287107.250000 Penalty: 4688.129395
	Iteration 24Q: 3 clusters Score -1287107 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1287143.500000 Penalty: 4688.129395
	Iteration 25Q: 3 clusters Score -1287144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1287176.500000 Penalty: 4688.129395
	Iteration 26Q: 3 clusters Score -1287176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1287200.750000 Penalty: 4688.129395
	Iteration 27Q: 3 clusters Score -1287201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1287221.375000 Penalty: 4688.129395
	Iteration 28Q: 3 clusters Score -1287221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1287242.000000 Penalty: 4688.129395
	Iteration 29Q: 3 clusters Score -1287242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1287264.750000 Penalty: 4688.129395
	Iteration 30Q: 3 clusters Score -1287265 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1287287.250000 Penalty: 4688.129395
	Iteration 31Q: 3 clusters Score -1287287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1287295.750000 Penalty: 4688.129395
	Iteration 32Q: 3 clusters Score -1287296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1287306.250000 Penalty: 4688.129395
	Iteration 33Q: 3 clusters Score -1287306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1287317.250000 Penalty: 4688.129395
	Iteration 34Q: 3 clusters Score -1287317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1287323.750000 Penalty: 4688.129395
	Iteration 35Q: 3 clusters Score -1287324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1287325.500000 Penalty: 4688.129395
	Iteration 36Q: 3 clusters Score -1287326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1287332.625000 Penalty: 4688.129395
	Iteration 37Q: 3 clusters Score -1287333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1287340.250000 Penalty: 4688.129395
	Iteration 38Q: 3 clusters Score -1287340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1287338.125000 Penalty: 4688.129395
	Iteration 39Q: 3 clusters Score -1287338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1287342.750000 Penalty: 4688.129395
	Iteration 40F: 3 clusters Score -1287343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1287346.625000 Penalty: 4688.129395
	Iteration 41Q: 3 clusters Score -1287347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1287344.125000 Penalty: 4688.129395
	Iteration 42Q: 3 clusters Score -1287344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1287346.375000 Penalty: 4688.129395
	Iteration 43Q: 3 clusters Score -1287346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1287349.625000 Penalty: 4688.129395
	Iteration 44Q: 3 clusters Score -1287350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1287349.625000 Penalty: 4688.129395
	Iteration 45Q: 3 clusters Score -1287350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1287349.750000 Penalty: 4688.129395
	Iteration 46Q: 3 clusters Score -1287350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1287353.500000 Penalty: 4688.129395
	Iteration 47Q: 3 clusters Score -1287354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1287351.750000 Penalty: 4688.129395
	Iteration 48Q: 3 clusters Score -1287352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1287352.750000 Penalty: 4688.129395
	Iteration 49Q: 3 clusters Score -1287353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1287353.125000 Penalty: 4688.129395
	Iteration 50Q: 3 clusters Score -1287353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1287353.125000 Penalty: 4688.129395
	Iteration 51F: 3 clusters Score -1287353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Entering Unmasked Estep 
Score: -1629618.125000 Penalty: 2389.079102
	Iteration 0F: 2 clusters Score -1629618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1618530.875000 Penalty: 4778.158203
	Iteration 0F: 3 clusters Score -1618531 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1622141.500000 Penalty: 4778.158203
	Iteration 1F: 3 clusters Score -1622142 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1622615.000000 Penalty: 4778.158203
	Iteration 2F: 3 clusters Score -1622615 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1623124.500000 Penalty: 4778.158203
	Iteration 3F: 3 clusters Score -1623124 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1623809.000000 Penalty: 4778.158203
	Iteration 4F: 3 clusters Score -1623809 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1624608.750000 Penalty: 4778.158203
	Iteration 5F: 3 clusters Score -1624609 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1625377.500000 Penalty: 4778.158203
	Iteration 6F: 3 clusters Score -1625378 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1626049.125000 Penalty: 4778.158203
	Iteration 7F: 3 clusters Score -1626049 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1626584.125000 Penalty: 4778.158203
	Iteration 8F: 3 clusters Score -1626584 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1627023.875000 Penalty: 4778.158203
	Iteration 9Q: 3 clusters Score -1627024 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1627360.625000 Penalty: 4778.158203
	Iteration 10Q: 3 clusters Score -1627361 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1627650.250000 Penalty: 4778.158203
	Iteration 11Q: 3 clusters Score -1627650 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1627841.250000 Penalty: 4778.158203
	Iteration 12Q: 3 clusters Score -1627841 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1627969.125000 Penalty: 4778.158203
	Iteration 13Q: 3 clusters Score -1627969 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1628069.125000 Penalty: 4778.158203
	Iteration 14Q: 3 clusters Score -1628069 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1628149.125000 Penalty: 4778.158203
	Iteration 15Q: 3 clusters Score -1628149 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1628221.875000 Penalty: 4778.158203
	Iteration 16Q: 3 clusters Score -1628222 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1628262.375000 Penalty: 4778.158203
	Iteration 17Q: 3 clusters Score -1628262 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1628290.250000 Penalty: 4778.158203
	Iteration 18Q: 3 clusters Score -1628290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1628313.125000 Penalty: 4778.158203
	Iteration 19Q: 3 clusters Score -1628313 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1628342.750000 Penalty: 4778.158203
	Iteration 20F: 3 clusters Score -1628343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1628354.250000 Penalty: 4778.158203
	Iteration 21Q: 3 clusters Score -1628354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1628376.000000 Penalty: 4778.158203
	Iteration 22Q: 3 clusters Score -1628376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1628387.125000 Penalty: 4778.158203
	Iteration 23Q: 3 clusters Score -1628387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1628405.250000 Penalty: 4778.158203
	Iteration 24Q: 3 clusters Score -1628405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1628413.750000 Penalty: 4778.158203
	Iteration 25Q: 3 clusters Score -1628414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1628417.750000 Penalty: 4778.158203
	Iteration 26Q: 3 clusters Score -1628418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1628425.875000 Penalty: 4778.158203
	Iteration 27Q: 3 clusters Score -1628426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1628431.625000 Penalty: 4778.158203
	Iteration 28Q: 3 clusters Score -1628432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1628432.875000 Penalty: 4778.158203
	Iteration 29Q: 3 clusters Score -1628433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1628438.875000 Penalty: 4778.158203
	Iteration 30Q: 3 clusters Score -1628439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1628441.875000 Penalty: 4778.158203
	Iteration 31Q: 3 clusters Score -1628442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1628450.250000 Penalty: 4778.158203
	Iteration 32Q: 3 clusters Score -1628450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1628460.000000 Penalty: 4778.158203
	Iteration 33Q: 3 clusters Score -1628460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1628461.625000 Penalty: 4778.158203
	Iteration 34Q: 3 clusters Score -1628462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1628464.500000 Penalty: 4778.158203
	Iteration 35Q: 3 clusters Score -1628464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1628473.625000 Penalty: 4778.158203
	Iteration 36Q: 3 clusters Score -1628474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1628474.000000 Penalty: 4778.158203
	Iteration 37Q: 3 clusters Score -1628474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1628477.375000 Penalty: 4778.158203
	Iteration 38Q: 3 clusters Score -1628477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1628485.250000 Penalty: 4778.158203
	Iteration 39Q: 3 clusters Score -1628485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1628492.000000 Penalty: 4778.158203
	Iteration 40F: 3 clusters Score -1628492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1628492.500000 Penalty: 4778.158203
	Iteration 41Q: 3 clusters Score -1628492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1628496.875000 Penalty: 4778.158203
	Iteration 42Q: 3 clusters Score -1628497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1628495.000000 Penalty: 4778.158203
	Iteration 43Q: 3 clusters Score -1628495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1628498.375000 Penalty: 4778.158203
	Iteration 44Q: 3 clusters Score -1628498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1628500.375000 Penalty: 4778.158203
	Iteration 45Q: 3 clusters Score -1628500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1628502.000000 Penalty: 4778.158203
	Iteration 46Q: 3 clusters Score -1628502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1628500.500000 Penalty: 4778.158203
	Iteration 47Q: 3 clusters Score -1628500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1628499.625000 Penalty: 4778.158203
	Iteration 48Q: 3 clusters Score -1628500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1628503.500000 Penalty: 4778.158203
	Iteration 49Q: 3 clusters Score -1628504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1628508.000000 Penalty: 4778.158203
	Iteration 50Q: 3 clusters Score -1628508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1628507.000000 Penalty: 4778.158203
	Iteration 51Q: 3 clusters Score -1628507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1628505.500000 Penalty: 4778.158203
	Iteration 52Q: 3 clusters Score -1628506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1628512.000000 Penalty: 4778.158203
	Iteration 53Q: 3 clusters Score -1628512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1628511.250000 Penalty: 4778.158203
	Iteration 54Q: 3 clusters Score -1628511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1628514.000000 Penalty: 4778.158203
	Iteration 55Q: 3 clusters Score -1628514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1628513.250000 Penalty: 4778.158203
	Iteration 56Q: 3 clusters Score -1628513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1628515.500000 Penalty: 4778.158203
	Iteration 57Q: 3 clusters Score -1628516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1628514.625000 Penalty: 4778.158203
	Iteration 58Q: 3 clusters Score -1628515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1628514.625000 Penalty: 4778.158203
	Iteration 59F: 3 clusters Score -1628515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 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 445 members 
Entering Unmasked Estep 
Score: -82037.710938 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -82037.71 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82442.570312 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82442.57 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82663.578125 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82663.58 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -82846.210938 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -82846.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83009.929688 Penalty: 3352.590576
	Iteration 4F: 3 clusters Score -83009.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83202.710938 Penalty: 3352.590576
	Iteration 5F: 3 clusters Score -83202.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83483.554688 Penalty: 3352.590576
	Iteration 6F: 3 clusters Score -83483.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83675.578125 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -83675.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83704.515625 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83704.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83713.929688 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83713.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83716.742188 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83716.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83718.031250 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83718.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -83719.406250 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -83719.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -83720.367188 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -83720.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -83722.523438 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -83722.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -83722.523438 Penalty: 3352.590576
	Iteration 15F: 3 clusters Score -83722.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Entering Unmasked Estep 
Score: -3716993.250000 Penalty: 2579.270508
	Iteration 0F: 2 clusters Score -3716993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3694570.000000 Penalty: 5158.541016
	Iteration 0F: 3 clusters Score -3694570 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3702698.250000 Penalty: 5158.541016
	Iteration 1F: 3 clusters Score -3702698 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3703315.750000 Penalty: 5158.541016
	Iteration 2Q: 3 clusters Score -3703316 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3703927.500000 Penalty: 5158.541016
	Iteration 3Q: 3 clusters Score -3703928 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3704604.000000 Penalty: 5158.541016
	Iteration 4Q: 3 clusters Score -3704604 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3705224.750000 Penalty: 5158.541016
	Iteration 5Q: 3 clusters Score -3705225 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3705801.500000 Penalty: 5158.541016
	Iteration 6Q: 3 clusters Score -3705802 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3706370.000000 Penalty: 5158.541016
	Iteration 7Q: 3 clusters Score -3706370 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3706930.250000 Penalty: 5158.541016
	Iteration 8Q: 3 clusters Score -3706930 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3707546.500000 Penalty: 5158.541016
	Iteration 9Q: 3 clusters Score -3707546 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3708194.750000 Penalty: 5158.541016
	Iteration 10Q: 3 clusters Score -3708195 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3708908.750000 Penalty: 5158.541016
	Iteration 11Q: 3 clusters Score -3708909 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3709647.500000 Penalty: 5158.541016
	Iteration 12Q: 3 clusters Score -3709648 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3710401.250000 Penalty: 5158.541016
	Iteration 13Q: 3 clusters Score -3710401 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3711093.000000 Penalty: 5158.541016
	Iteration 14Q: 3 clusters Score -3711093 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3711770.000000 Penalty: 5158.541016
	Iteration 15Q: 3 clusters Score -3711770 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3712343.250000 Penalty: 5158.541016
	Iteration 16Q: 3 clusters Score -3712343 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3712872.000000 Penalty: 5158.541016
	Iteration 17Q: 3 clusters Score -3712872 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3713320.500000 Penalty: 5158.541016
	Iteration 18Q: 3 clusters Score -3713320 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3713791.000000 Penalty: 5158.541016
	Iteration 19Q: 3 clusters Score -3713791 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -3714221.250000 Penalty: 5158.541016
	Iteration 20F: 3 clusters Score -3714221 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3714580.250000 Penalty: 5158.541016
	Iteration 21Q: 3 clusters Score -3714580 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3714933.500000 Penalty: 5158.541016
	Iteration 22Q: 3 clusters Score -3714934 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3715193.000000 Penalty: 5158.541016
	Iteration 23Q: 3 clusters Score -3715193 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3715422.250000 Penalty: 5158.541016
	Iteration 24Q: 3 clusters Score -3715422 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3715619.750000 Penalty: 5158.541016
	Iteration 25Q: 3 clusters Score -3715620 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -3715781.500000 Penalty: 5158.541016
	Iteration 26Q: 3 clusters Score -3715782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -3715934.250000 Penalty: 5158.541016
	Iteration 27Q: 3 clusters Score -3715934 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3716053.000000 Penalty: 5158.541016
	Iteration 28Q: 3 clusters Score -3716053 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3716135.500000 Penalty: 5158.541016
	Iteration 29Q: 3 clusters Score -3716136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3716168.000000 Penalty: 5158.541016
	Iteration 30Q: 3 clusters Score -3716168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3716183.750000 Penalty: 5158.541016
	Iteration 31Q: 3 clusters Score -3716184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3716198.750000 Penalty: 5158.541016
	Iteration 32Q: 3 clusters Score -3716199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3716200.250000 Penalty: 5158.541016
	Iteration 33Q: 3 clusters Score -3716200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3716198.000000 Penalty: 5158.541016
	Iteration 34Q: 3 clusters Score -3716198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3716201.500000 Penalty: 5158.541016
	Iteration 35Q: 3 clusters Score -3716202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3716200.250000 Penalty: 5158.541016
	Iteration 36Q: 3 clusters Score -3716200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3716204.250000 Penalty: 5158.541016
	Iteration 37Q: 3 clusters Score -3716204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -3716205.250000 Penalty: 5158.541016
	Iteration 38Q: 3 clusters Score -3716205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3716206.500000 Penalty: 5158.541016
	Iteration 39Q: 3 clusters Score -3716206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -3716203.500000 Penalty: 5158.541016
	Iteration 40F: 3 clusters Score -3716204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3716206.750000 Penalty: 5158.541016
	Iteration 41Q: 3 clusters Score -3716207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3716208.500000 Penalty: 5158.541016
	Iteration 42Q: 3 clusters Score -3716208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3716210.250000 Penalty: 5158.541016
	Iteration 43Q: 3 clusters Score -3716210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3716210.250000 Penalty: 5158.541016
	Iteration 44F: 3 clusters Score -3716210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -109001.554688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -109001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107024.398438 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -107024.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -107353.875000 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -107353.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107446.609375 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -107446.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107528.304688 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -107528.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107590.195312 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -107590.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -107628.460938 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -107628.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -107709.242188 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -107709.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107840.273438 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -107840.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108039.828125 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -108039.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108586.562500 Penalty: 3453.742188
	Iteration 9F: 3 clusters Score -108586.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -108823.992188 Penalty: 3453.742188
	Iteration 10F: 3 clusters Score -108824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109026.460938 Penalty: 3453.742188
	Iteration 11F: 3 clusters Score -109026.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -109201.554688 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -109201.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109339.734375 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -109339.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109436.820312 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -109436.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -109523.890625 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -109523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109554.796875 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -109554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109557.187500 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -109557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109559.085938 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -109559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -109563.593750 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -109563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109567.242188 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -109567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10735 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19113 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12732 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32869 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11768 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24609 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24383 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26164 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41869 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9702 members 
Mstep: Class 64 contains 13355 members 
Mstep: Class 65 contains 694 members 
Entering Unmasked Estep 
Score: -139288320.000000 Penalty: 226831.578125
Splitting cluster 28 changes total score from -139289456.000000 to -139288320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (26589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Entering Unmasked Estep 
Score: -3031077.750000 Penalty: 2526.686523
	Iteration 0F: 2 clusters Score -3031078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3012804.500000 Penalty: 5053.373047
	Iteration 0F: 3 clusters Score -3012804 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3019519.500000 Penalty: 5053.373047
	Iteration 1F: 3 clusters Score -3019520 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3020380.000000 Penalty: 5053.373047
	Iteration 2F: 3 clusters Score -3020380 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3021417.750000 Penalty: 5053.373047
	Iteration 3F: 3 clusters Score -3021418 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3022669.000000 Penalty: 5053.373047
	Iteration 4F: 3 clusters Score -3022669 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3023923.250000 Penalty: 5053.373047
	Iteration 5F: 3 clusters Score -3023923 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3024872.000000 Penalty: 5053.373047
	Iteration 6F: 3 clusters Score -3024872 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3025573.000000 Penalty: 5053.373047
	Iteration 7Q: 3 clusters Score -3025573 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3026052.000000 Penalty: 5053.373047
	Iteration 8Q: 3 clusters Score -3026052 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3026396.000000 Penalty: 5053.373047
	Iteration 9Q: 3 clusters Score -3026396 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3026649.500000 Penalty: 5053.373047
	Iteration 10Q: 3 clusters Score -3026650 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3026845.000000 Penalty: 5053.373047
	Iteration 11Q: 3 clusters Score -3026845 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3026986.250000 Penalty: 5053.373047
	Iteration 12Q: 3 clusters Score -3026986 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3027108.250000 Penalty: 5053.373047
	Iteration 13Q: 3 clusters Score -3027108 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3027220.000000 Penalty: 5053.373047
	Iteration 14Q: 3 clusters Score -3027220 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3027315.000000 Penalty: 5053.373047
	Iteration 15Q: 3 clusters Score -3027315 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3027391.500000 Penalty: 5053.373047
	Iteration 16Q: 3 clusters Score -3027392 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3027457.500000 Penalty: 5053.373047
	Iteration 17Q: 3 clusters Score -3027458 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3027518.500000 Penalty: 5053.373047
	Iteration 18Q: 3 clusters Score -3027518 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3027560.500000 Penalty: 5053.373047
	Iteration 19Q: 3 clusters Score -3027560 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3027593.500000 Penalty: 5053.373047
	Iteration 20F: 3 clusters Score -3027594 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3027615.500000 Penalty: 5053.373047
	Iteration 21Q: 3 clusters Score -3027616 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3027636.750000 Penalty: 5053.373047
	Iteration 22Q: 3 clusters Score -3027637 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3027685.500000 Penalty: 5053.373047
	Iteration 23Q: 3 clusters Score -3027686 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3027698.500000 Penalty: 5053.373047
	Iteration 24Q: 3 clusters Score -3027698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3027722.500000 Penalty: 5053.373047
	Iteration 25Q: 3 clusters Score -3027722 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3027744.250000 Penalty: 5053.373047
	Iteration 26Q: 3 clusters Score -3027744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3027793.000000 Penalty: 5053.373047
	Iteration 27Q: 3 clusters Score -3027793 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3027814.250000 Penalty: 5053.373047
	Iteration 28Q: 3 clusters Score -3027814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3027828.500000 Penalty: 5053.373047
	Iteration 29Q: 3 clusters Score -3027828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3027855.250000 Penalty: 5053.373047
	Iteration 30Q: 3 clusters Score -3027855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3027891.000000 Penalty: 5053.373047
	Iteration 31Q: 3 clusters Score -3027891 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3027955.250000 Penalty: 5053.373047
	Iteration 32Q: 3 clusters Score -3027955 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3027997.250000 Penalty: 5053.373047
	Iteration 33Q: 3 clusters Score -3027997 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3028048.000000 Penalty: 5053.373047
	Iteration 34Q: 3 clusters Score -3028048 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3028110.000000 Penalty: 5053.373047
	Iteration 35Q: 3 clusters Score -3028110 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3028187.250000 Penalty: 5053.373047
	Iteration 36Q: 3 clusters Score -3028187 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3028243.000000 Penalty: 5053.373047
	Iteration 37Q: 3 clusters Score -3028243 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3028314.750000 Penalty: 5053.373047
	Iteration 38Q: 3 clusters Score -3028315 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3028369.750000 Penalty: 5053.373047
	Iteration 39Q: 3 clusters Score -3028370 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -3028435.750000 Penalty: 5053.373047
	Iteration 40F: 3 clusters Score -3028436 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3028513.750000 Penalty: 5053.373047
	Iteration 41Q: 3 clusters Score -3028514 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3028620.000000 Penalty: 5053.373047
	Iteration 42Q: 3 clusters Score -3028620 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3028736.500000 Penalty: 5053.373047
	Iteration 43Q: 3 clusters Score -3028736 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3028841.250000 Penalty: 5053.373047
	Iteration 44Q: 3 clusters Score -3028841 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3028944.500000 Penalty: 5053.373047
	Iteration 45Q: 3 clusters Score -3028944 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3029061.250000 Penalty: 5053.373047
	Iteration 46Q: 3 clusters Score -3029061 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3029183.750000 Penalty: 5053.373047
	Iteration 47Q: 3 clusters Score -3029184 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3029276.750000 Penalty: 5053.373047
	Iteration 48Q: 3 clusters Score -3029277 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3029352.750000 Penalty: 5053.373047
	Iteration 49Q: 3 clusters Score -3029353 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3029415.000000 Penalty: 5053.373047
	Iteration 50Q: 3 clusters Score -3029415 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3029494.750000 Penalty: 5053.373047
	Iteration 51Q: 3 clusters Score -3029495 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3029571.250000 Penalty: 5053.373047
	Iteration 52Q: 3 clusters Score -3029571 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3029641.000000 Penalty: 5053.373047
	Iteration 53Q: 3 clusters Score -3029641 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3029697.750000 Penalty: 5053.373047
	Iteration 54Q: 3 clusters Score -3029698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3029771.250000 Penalty: 5053.373047
	Iteration 55Q: 3 clusters Score -3029771 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3029833.250000 Penalty: 5053.373047
	Iteration 56Q: 3 clusters Score -3029833 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3029874.750000 Penalty: 5053.373047
	Iteration 57Q: 3 clusters Score -3029875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3029907.250000 Penalty: 5053.373047
	Iteration 58Q: 3 clusters Score -3029907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3029925.500000 Penalty: 5053.373047
	Iteration 59Q: 3 clusters Score -3029926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3029941.250000 Penalty: 5053.373047
	Iteration 60F: 3 clusters Score -3029941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3029945.000000 Penalty: 5053.373047
	Iteration 61Q: 3 clusters Score -3029945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3029956.500000 Penalty: 5053.373047
	Iteration 62Q: 3 clusters Score -3029956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3029964.750000 Penalty: 5053.373047
	Iteration 63Q: 3 clusters Score -3029965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3029968.250000 Penalty: 5053.373047
	Iteration 64Q: 3 clusters Score -3029968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3029971.750000 Penalty: 5053.373047
	Iteration 65Q: 3 clusters Score -3029972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3029980.000000 Penalty: 5053.373047
	Iteration 66Q: 3 clusters Score -3029980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3029980.500000 Penalty: 5053.373047
	Iteration 67Q: 3 clusters Score -3029980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3029987.000000 Penalty: 5053.373047
	Iteration 68Q: 3 clusters Score -3029987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3029989.000000 Penalty: 5053.373047
	Iteration 69Q: 3 clusters Score -3029989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3029991.750000 Penalty: 5053.373047
	Iteration 70Q: 3 clusters Score -3029992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3029991.750000 Penalty: 5053.373047
	Iteration 71F: 3 clusters Score -3029992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Entering Unmasked Estep 
Score: -1198758.375000 Penalty: 2304.853027
	Iteration 0F: 2 clusters Score -1198758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1190525.125000 Penalty: 4609.706055
	Iteration 0F: 3 clusters Score -1190525 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1193167.000000 Penalty: 4609.706055
	Iteration 1F: 3 clusters Score -1193167 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1193695.250000 Penalty: 4609.706055
	Iteration 2F: 3 clusters Score -1193695 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1194158.875000 Penalty: 4609.706055
	Iteration 3F: 3 clusters Score -1194159 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1194576.500000 Penalty: 4609.706055
	Iteration 4F: 3 clusters Score -1194576 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1194940.125000 Penalty: 4609.706055
	Iteration 5F: 3 clusters Score -1194940 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1195295.375000 Penalty: 4609.706055
	Iteration 6F: 3 clusters Score -1195295 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1195627.125000 Penalty: 4609.706055
	Iteration 7Q: 3 clusters Score -1195627 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1195931.500000 Penalty: 4609.706055
	Iteration 8Q: 3 clusters Score -1195932 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1196218.625000 Penalty: 4609.706055
	Iteration 9Q: 3 clusters Score -1196219 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1196449.375000 Penalty: 4609.706055
	Iteration 10Q: 3 clusters Score -1196449 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1196632.875000 Penalty: 4609.706055
	Iteration 11Q: 3 clusters Score -1196633 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1196796.250000 Penalty: 4609.706055
	Iteration 12Q: 3 clusters Score -1196796 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1196940.500000 Penalty: 4609.706055
	Iteration 13Q: 3 clusters Score -1196940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1197041.000000 Penalty: 4609.706055
	Iteration 14Q: 3 clusters Score -1197041 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1197108.500000 Penalty: 4609.706055
	Iteration 15Q: 3 clusters Score -1197108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1197164.000000 Penalty: 4609.706055
	Iteration 16Q: 3 clusters Score -1197164 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1197210.750000 Penalty: 4609.706055
	Iteration 17Q: 3 clusters Score -1197211 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1197243.250000 Penalty: 4609.706055
	Iteration 18Q: 3 clusters Score -1197243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1197264.875000 Penalty: 4609.706055
	Iteration 19Q: 3 clusters Score -1197265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1197277.875000 Penalty: 4609.706055
	Iteration 20F: 3 clusters Score -1197278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1197285.250000 Penalty: 4609.706055
	Iteration 21Q: 3 clusters Score -1197285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1197288.125000 Penalty: 4609.706055
	Iteration 22Q: 3 clusters Score -1197288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1197294.125000 Penalty: 4609.706055
	Iteration 23Q: 3 clusters Score -1197294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1197299.250000 Penalty: 4609.706055
	Iteration 24Q: 3 clusters Score -1197299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1197305.375000 Penalty: 4609.706055
	Iteration 25Q: 3 clusters Score -1197305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1197307.625000 Penalty: 4609.706055
	Iteration 26Q: 3 clusters Score -1197308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1197307.625000 Penalty: 4609.706055
	Iteration 27Q: 3 clusters Score -1197308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1197307.625000 Penalty: 4609.706055
	Iteration 28F: 3 clusters Score -1197308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Entering Unmasked Estep 
Score: -3092064.250000 Penalty: 2553.877197
	Iteration 0F: 2 clusters Score -3092064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3071840.250000 Penalty: 5107.754395
	Iteration 0F: 3 clusters Score -3071840 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3079530.000000 Penalty: 5107.754395
	Iteration 1F: 3 clusters Score -3079530 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3080598.500000 Penalty: 5107.754395
	Iteration 2F: 3 clusters Score -3080598 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3081942.750000 Penalty: 5107.754395
	Iteration 3F: 3 clusters Score -3081943 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3083518.250000 Penalty: 5107.754395
	Iteration 4F: 3 clusters Score -3083518 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3085172.500000 Penalty: 5107.754395
	Iteration 5F: 3 clusters Score -3085172 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3086638.000000 Penalty: 5107.754395
	Iteration 6F: 3 clusters Score -3086638 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3087763.250000 Penalty: 5107.754395
	Iteration 7F: 3 clusters Score -3087763 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3088681.500000 Penalty: 5107.754395
	Iteration 8Q: 3 clusters Score -3088682 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3089368.750000 Penalty: 5107.754395
	Iteration 9Q: 3 clusters Score -3089369 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3089913.750000 Penalty: 5107.754395
	Iteration 10Q: 3 clusters Score -3089914 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3090335.000000 Penalty: 5107.754395
	Iteration 11Q: 3 clusters Score -3090335 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3090617.250000 Penalty: 5107.754395
	Iteration 12Q: 3 clusters Score -3090617 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3090816.000000 Penalty: 5107.754395
	Iteration 13Q: 3 clusters Score -3090816 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3090943.250000 Penalty: 5107.754395
	Iteration 14Q: 3 clusters Score -3090943 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3091006.500000 Penalty: 5107.754395
	Iteration 15Q: 3 clusters Score -3091006 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3091062.250000 Penalty: 5107.754395
	Iteration 16Q: 3 clusters Score -3091062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3091090.750000 Penalty: 5107.754395
	Iteration 17Q: 3 clusters Score -3091091 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3091115.000000 Penalty: 5107.754395
	Iteration 18Q: 3 clusters Score -3091115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3091140.250000 Penalty: 5107.754395
	Iteration 19Q: 3 clusters Score -3091140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3091152.000000 Penalty: 5107.754395
	Iteration 20F: 3 clusters Score -3091152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3091157.250000 Penalty: 5107.754395
	Iteration 21Q: 3 clusters Score -3091157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3091170.750000 Penalty: 5107.754395
	Iteration 22Q: 3 clusters Score -3091171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3091178.000000 Penalty: 5107.754395
	Iteration 23Q: 3 clusters Score -3091178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3091187.750000 Penalty: 5107.754395
	Iteration 24Q: 3 clusters Score -3091188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3091195.000000 Penalty: 5107.754395
	Iteration 25Q: 3 clusters Score -3091195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3091203.500000 Penalty: 5107.754395
	Iteration 26Q: 3 clusters Score -3091204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3091197.250000 Penalty: 5107.754395
	Iteration 27Q: 3 clusters Score -3091197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3091197.500000 Penalty: 5107.754395
	Iteration 28Q: 3 clusters Score -3091198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3091197.500000 Penalty: 5107.754395
	Iteration 29Q: 3 clusters Score -3091198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3091203.750000 Penalty: 5107.754395
	Iteration 30Q: 3 clusters Score -3091204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3091207.000000 Penalty: 5107.754395
	Iteration 31Q: 3 clusters Score -3091207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3091215.250000 Penalty: 5107.754395
	Iteration 32Q: 3 clusters Score -3091215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3091220.750000 Penalty: 5107.754395
	Iteration 33Q: 3 clusters Score -3091221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3091221.000000 Penalty: 5107.754395
	Iteration 34Q: 3 clusters Score -3091221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3091220.000000 Penalty: 5107.754395
	Iteration 35Q: 3 clusters Score -3091220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3091223.750000 Penalty: 5107.754395
	Iteration 36Q: 3 clusters Score -3091224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3091230.250000 Penalty: 5107.754395
	Iteration 37Q: 3 clusters Score -3091230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3091222.250000 Penalty: 5107.754395
	Iteration 38Q: 3 clusters Score -3091222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3091227.000000 Penalty: 5107.754395
	Iteration 39Q: 3 clusters Score -3091227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3091227.000000 Penalty: 5107.754395
	Iteration 40F: 3 clusters Score -3091227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3091226.750000 Penalty: 5107.754395
	Iteration 41Q: 3 clusters Score -3091227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3091232.250000 Penalty: 5107.754395
	Iteration 42Q: 3 clusters Score -3091232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3091232.500000 Penalty: 5107.754395
	Iteration 43Q: 3 clusters Score -3091232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3091235.000000 Penalty: 5107.754395
	Iteration 44Q: 3 clusters Score -3091235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3091236.500000 Penalty: 5107.754395
	Iteration 45Q: 3 clusters Score -3091236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3091239.000000 Penalty: 5107.754395
	Iteration 46Q: 3 clusters Score -3091239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3091237.250000 Penalty: 5107.754395
	Iteration 47Q: 3 clusters Score -3091237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3091241.500000 Penalty: 5107.754395
	Iteration 48Q: 3 clusters Score -3091242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3091244.750000 Penalty: 5107.754395
	Iteration 49Q: 3 clusters Score -3091245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3091242.500000 Penalty: 5107.754395
	Iteration 50Q: 3 clusters Score -3091242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3091242.500000 Penalty: 5107.754395
	Iteration 51F: 3 clusters Score -3091242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Entering Unmasked Estep 
Score: -892147.187500 Penalty: 2237.745361
	Iteration 0F: 2 clusters Score -892147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -885593.500000 Penalty: 4475.490723
	Iteration 0F: 3 clusters Score -885593.5 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -887400.000000 Penalty: 4475.490723
	Iteration 1F: 3 clusters Score -887400 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -887672.500000 Penalty: 4475.490723
	Iteration 2F: 3 clusters Score -887672.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -887878.937500 Penalty: 4475.490723
	Iteration 3Q: 3 clusters Score -887878.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -888056.062500 Penalty: 4475.490723
	Iteration 4Q: 3 clusters Score -888056.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -888224.937500 Penalty: 4475.490723
	Iteration 5Q: 3 clusters Score -888224.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -888364.187500 Penalty: 4475.490723
	Iteration 6Q: 3 clusters Score -888364.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -888473.875000 Penalty: 4475.490723
	Iteration 7Q: 3 clusters Score -888473.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -888560.250000 Penalty: 4475.490723
	Iteration 8Q: 3 clusters Score -888560.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -888615.562500 Penalty: 4475.490723
	Iteration 9Q: 3 clusters Score -888615.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -888673.937500 Penalty: 4475.490723
	Iteration 10Q: 3 clusters Score -888673.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -888726.562500 Penalty: 4475.490723
	Iteration 11Q: 3 clusters Score -888726.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -888776.000000 Penalty: 4475.490723
	Iteration 12Q: 3 clusters Score -888776 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -888827.875000 Penalty: 4475.490723
	Iteration 13Q: 3 clusters Score -888827.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -888866.250000 Penalty: 4475.490723
	Iteration 14Q: 3 clusters Score -888866.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -888908.562500 Penalty: 4475.490723
	Iteration 15Q: 3 clusters Score -888908.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -888955.812500 Penalty: 4475.490723
	Iteration 16Q: 3 clusters Score -888955.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -888998.062500 Penalty: 4475.490723
	Iteration 17Q: 3 clusters Score -888998.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -889038.375000 Penalty: 4475.490723
	Iteration 18Q: 3 clusters Score -889038.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -889077.062500 Penalty: 4475.490723
	Iteration 19Q: 3 clusters Score -889077.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -889110.000000 Penalty: 4475.490723
	Iteration 20F: 3 clusters Score -889110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -889132.687500 Penalty: 4475.490723
	Iteration 21Q: 3 clusters Score -889132.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -889166.000000 Penalty: 4475.490723
	Iteration 22Q: 3 clusters Score -889166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -889195.125000 Penalty: 4475.490723
	Iteration 23Q: 3 clusters Score -889195.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -889223.437500 Penalty: 4475.490723
	Iteration 24Q: 3 clusters Score -889223.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -889246.937500 Penalty: 4475.490723
	Iteration 25Q: 3 clusters Score -889246.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -889272.062500 Penalty: 4475.490723
	Iteration 26Q: 3 clusters Score -889272.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -889301.250000 Penalty: 4475.490723
	Iteration 27Q: 3 clusters Score -889301.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -889326.562500 Penalty: 4475.490723
	Iteration 28Q: 3 clusters Score -889326.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -889351.750000 Penalty: 4475.490723
	Iteration 29Q: 3 clusters Score -889351.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -889380.125000 Penalty: 4475.490723
	Iteration 30Q: 3 clusters Score -889380.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -889401.500000 Penalty: 4475.490723
	Iteration 31Q: 3 clusters Score -889401.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -889428.500000 Penalty: 4475.490723
	Iteration 32Q: 3 clusters Score -889428.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -889456.000000 Penalty: 4475.490723
	Iteration 33Q: 3 clusters Score -889456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -889503.562500 Penalty: 4475.490723
	Iteration 34Q: 3 clusters Score -889503.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -889542.687500 Penalty: 4475.490723
	Iteration 35Q: 3 clusters Score -889542.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -889580.500000 Penalty: 4475.490723
	Iteration 36Q: 3 clusters Score -889580.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -889619.750000 Penalty: 4475.490723
	Iteration 37Q: 3 clusters Score -889619.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -889647.687500 Penalty: 4475.490723
	Iteration 38Q: 3 clusters Score -889647.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -889677.187500 Penalty: 4475.490723
	Iteration 39Q: 3 clusters Score -889677.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -889703.687500 Penalty: 4475.490723
	Iteration 40F: 3 clusters Score -889703.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -889738.187500 Penalty: 4475.490723
	Iteration 41Q: 3 clusters Score -889738.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -889785.812500 Penalty: 4475.490723
	Iteration 42Q: 3 clusters Score -889785.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -889841.937500 Penalty: 4475.490723
	Iteration 43Q: 3 clusters Score -889841.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -889883.625000 Penalty: 4475.490723
	Iteration 44Q: 3 clusters Score -889883.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -889928.937500 Penalty: 4475.490723
	Iteration 45Q: 3 clusters Score -889928.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -889964.812500 Penalty: 4475.490723
	Iteration 46Q: 3 clusters Score -889964.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -890003.687500 Penalty: 4475.490723
	Iteration 47Q: 3 clusters Score -890003.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -890047.500000 Penalty: 4475.490723
	Iteration 48Q: 3 clusters Score -890047.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -890086.125000 Penalty: 4475.490723
	Iteration 49Q: 3 clusters Score -890086.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -890114.375000 Penalty: 4475.490723
	Iteration 50Q: 3 clusters Score -890114.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -890135.875000 Penalty: 4475.490723
	Iteration 51Q: 3 clusters Score -890135.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -890155.062500 Penalty: 4475.490723
	Iteration 52Q: 3 clusters Score -890155.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -890164.750000 Penalty: 4475.490723
	Iteration 53Q: 3 clusters Score -890164.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -890185.937500 Penalty: 4475.490723
	Iteration 54Q: 3 clusters Score -890185.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -890200.937500 Penalty: 4475.490723
	Iteration 55Q: 3 clusters Score -890200.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -890210.812500 Penalty: 4475.490723
	Iteration 56Q: 3 clusters Score -890210.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -890220.125000 Penalty: 4475.490723
	Iteration 57Q: 3 clusters Score -890220.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -890225.375000 Penalty: 4475.490723
	Iteration 58Q: 3 clusters Score -890225.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -890232.937500 Penalty: 4475.490723
	Iteration 59Q: 3 clusters Score -890232.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -890241.250000 Penalty: 4475.490723
	Iteration 60F: 3 clusters Score -890241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -890246.312500 Penalty: 4475.490723
	Iteration 61Q: 3 clusters Score -890246.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -890254.312500 Penalty: 4475.490723
	Iteration 62Q: 3 clusters Score -890254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -890263.875000 Penalty: 4475.490723
	Iteration 63Q: 3 clusters Score -890263.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -890274.000000 Penalty: 4475.490723
	Iteration 64Q: 3 clusters Score -890274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -890280.812500 Penalty: 4475.490723
	Iteration 65Q: 3 clusters Score -890280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -890287.187500 Penalty: 4475.490723
	Iteration 66Q: 3 clusters Score -890287.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -890298.875000 Penalty: 4475.490723
	Iteration 67Q: 3 clusters Score -890298.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -890303.000000 Penalty: 4475.490723
	Iteration 68Q: 3 clusters Score -890303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -890307.312500 Penalty: 4475.490723
	Iteration 69Q: 3 clusters Score -890307.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -890318.000000 Penalty: 4475.490723
	Iteration 70Q: 3 clusters Score -890318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -890326.437500 Penalty: 4475.490723
	Iteration 71Q: 3 clusters Score -890326.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -890328.562500 Penalty: 4475.490723
	Iteration 72Q: 3 clusters Score -890328.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -890335.187500 Penalty: 4475.490723
	Iteration 73Q: 3 clusters Score -890335.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -890342.750000 Penalty: 4475.490723
	Iteration 74Q: 3 clusters Score -890342.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -890349.687500 Penalty: 4475.490723
	Iteration 75Q: 3 clusters Score -890349.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -890360.000000 Penalty: 4475.490723
	Iteration 76Q: 3 clusters Score -890360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -890371.437500 Penalty: 4475.490723
	Iteration 77Q: 3 clusters Score -890371.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -890383.375000 Penalty: 4475.490723
	Iteration 78Q: 3 clusters Score -890383.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -890396.937500 Penalty: 4475.490723
	Iteration 79Q: 3 clusters Score -890396.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -890413.812500 Penalty: 4475.490723
	Iteration 80F: 3 clusters Score -890413.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -890432.562500 Penalty: 4475.490723
	Iteration 81Q: 3 clusters Score -890432.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -890459.937500 Penalty: 4475.490723
	Iteration 82Q: 3 clusters Score -890459.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -890483.437500 Penalty: 4475.490723
	Iteration 83Q: 3 clusters Score -890483.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -890504.937500 Penalty: 4475.490723
	Iteration 84Q: 3 clusters Score -890504.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -890530.875000 Penalty: 4475.490723
	Iteration 85Q: 3 clusters Score -890530.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -890552.375000 Penalty: 4475.490723
	Iteration 86Q: 3 clusters Score -890552.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -890568.000000 Penalty: 4475.490723
	Iteration 87Q: 3 clusters Score -890568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -890580.437500 Penalty: 4475.490723
	Iteration 88Q: 3 clusters Score -890580.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -890585.812500 Penalty: 4475.490723
	Iteration 89Q: 3 clusters Score -890585.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -890592.250000 Penalty: 4475.490723
	Iteration 90Q: 3 clusters Score -890592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -890598.687500 Penalty: 4475.490723
	Iteration 91Q: 3 clusters Score -890598.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -890606.250000 Penalty: 4475.490723
	Iteration 92Q: 3 clusters Score -890606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -890607.625000 Penalty: 4475.490723
	Iteration 93Q: 3 clusters Score -890607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -890609.375000 Penalty: 4475.490723
	Iteration 94Q: 3 clusters Score -890609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -890611.062500 Penalty: 4475.490723
	Iteration 95Q: 3 clusters Score -890611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -890611.125000 Penalty: 4475.490723
	Iteration 96Q: 3 clusters Score -890611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -890611.437500 Penalty: 4475.490723
	Iteration 97Q: 3 clusters Score -890611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -890611.937500 Penalty: 4475.490723
	Iteration 98Q: 3 clusters Score -890611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -890612.875000 Penalty: 4475.490723
	Iteration 99Q: 3 clusters Score -890612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -890612.875000 Penalty: 4475.490723
	Iteration 100F: 3 clusters Score -890612.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -523020.343750 Penalty: 2095.543213
	Iteration 0F: 2 clusters Score -523020.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -518762.218750 Penalty: 4191.086426
	Iteration 0F: 3 clusters Score -518762.2 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -519698.937500 Penalty: 4191.086426
	Iteration 1F: 3 clusters Score -519698.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -519860.906250 Penalty: 4191.086426
	Iteration 2F: 3 clusters Score -519860.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -519974.625000 Penalty: 4191.086426
	Iteration 3Q: 3 clusters Score -519974.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -520094.781250 Penalty: 4191.086426
	Iteration 4Q: 3 clusters Score -520094.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -520212.187500 Penalty: 4191.086426
	Iteration 5Q: 3 clusters Score -520212.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -520335.468750 Penalty: 4191.086426
	Iteration 6Q: 3 clusters Score -520335.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -520461.406250 Penalty: 4191.086426
	Iteration 7Q: 3 clusters Score -520461.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -520594.562500 Penalty: 4191.086426
	Iteration 8Q: 3 clusters Score -520594.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -520697.093750 Penalty: 4191.086426
	Iteration 9Q: 3 clusters Score -520697.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -520781.187500 Penalty: 4191.086426
	Iteration 10Q: 3 clusters Score -520781.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -520845.218750 Penalty: 4191.086426
	Iteration 11Q: 3 clusters Score -520845.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -520903.312500 Penalty: 4191.086426
	Iteration 12Q: 3 clusters Score -520903.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -520963.343750 Penalty: 4191.086426
	Iteration 13Q: 3 clusters Score -520963.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -521015.781250 Penalty: 4191.086426
	Iteration 14Q: 3 clusters Score -521015.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -521064.406250 Penalty: 4191.086426
	Iteration 15Q: 3 clusters Score -521064.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -521105.500000 Penalty: 4191.086426
	Iteration 16Q: 3 clusters Score -521105.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -521137.156250 Penalty: 4191.086426
	Iteration 17Q: 3 clusters Score -521137.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -521164.281250 Penalty: 4191.086426
	Iteration 18Q: 3 clusters Score -521164.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -521185.437500 Penalty: 4191.086426
	Iteration 19Q: 3 clusters Score -521185.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -521203.906250 Penalty: 4191.086426
	Iteration 20F: 3 clusters Score -521203.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -521222.875000 Penalty: 4191.086426
	Iteration 21Q: 3 clusters Score -521222.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -521238.156250 Penalty: 4191.086426
	Iteration 22Q: 3 clusters Score -521238.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -521251.093750 Penalty: 4191.086426
	Iteration 23Q: 3 clusters Score -521251.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -521260.250000 Penalty: 4191.086426
	Iteration 24Q: 3 clusters Score -521260.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -521273.781250 Penalty: 4191.086426
	Iteration 25Q: 3 clusters Score -521273.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -521281.937500 Penalty: 4191.086426
	Iteration 26Q: 3 clusters Score -521281.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -521288.656250 Penalty: 4191.086426
	Iteration 27Q: 3 clusters Score -521288.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -521296.500000 Penalty: 4191.086426
	Iteration 28Q: 3 clusters Score -521296.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -521307.625000 Penalty: 4191.086426
	Iteration 29Q: 3 clusters Score -521307.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -521320.000000 Penalty: 4191.086426
	Iteration 30Q: 3 clusters Score -521320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -521326.531250 Penalty: 4191.086426
	Iteration 31Q: 3 clusters Score -521326.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -521333.968750 Penalty: 4191.086426
	Iteration 32Q: 3 clusters Score -521334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -521342.812500 Penalty: 4191.086426
	Iteration 33Q: 3 clusters Score -521342.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -521351.000000 Penalty: 4191.086426
	Iteration 34Q: 3 clusters Score -521351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -521358.500000 Penalty: 4191.086426
	Iteration 35Q: 3 clusters Score -521358.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -521368.250000 Penalty: 4191.086426
	Iteration 36Q: 3 clusters Score -521368.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -521375.343750 Penalty: 4191.086426
	Iteration 37Q: 3 clusters Score -521375.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -521384.843750 Penalty: 4191.086426
	Iteration 38Q: 3 clusters Score -521384.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -521391.343750 Penalty: 4191.086426
	Iteration 39Q: 3 clusters Score -521391.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -521397.843750 Penalty: 4191.086426
	Iteration 40F: 3 clusters Score -521397.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -521405.406250 Penalty: 4191.086426
	Iteration 41Q: 3 clusters Score -521405.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -521411.718750 Penalty: 4191.086426
	Iteration 42Q: 3 clusters Score -521411.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -521416.625000 Penalty: 4191.086426
	Iteration 43Q: 3 clusters Score -521416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -521419.750000 Penalty: 4191.086426
	Iteration 44Q: 3 clusters Score -521419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -521422.125000 Penalty: 4191.086426
	Iteration 45Q: 3 clusters Score -521422.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -521425.781250 Penalty: 4191.086426
	Iteration 46Q: 3 clusters Score -521425.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -521435.718750 Penalty: 4191.086426
	Iteration 47Q: 3 clusters Score -521435.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -521444.812500 Penalty: 4191.086426
	Iteration 48Q: 3 clusters Score -521444.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -521451.718750 Penalty: 4191.086426
	Iteration 49Q: 3 clusters Score -521451.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -521456.250000 Penalty: 4191.086426
	Iteration 50Q: 3 clusters Score -521456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -521458.062500 Penalty: 4191.086426
	Iteration 51Q: 3 clusters Score -521458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -521460.156250 Penalty: 4191.086426
	Iteration 52Q: 3 clusters Score -521460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -521460.250000 Penalty: 4191.086426
	Iteration 53Q: 3 clusters Score -521460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -521463.093750 Penalty: 4191.086426
	Iteration 54Q: 3 clusters Score -521463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -521466.125000 Penalty: 4191.086426
	Iteration 55Q: 3 clusters Score -521466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -521467.750000 Penalty: 4191.086426
	Iteration 56Q: 3 clusters Score -521467.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -521471.156250 Penalty: 4191.086426
	Iteration 57Q: 3 clusters Score -521471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -521472.500000 Penalty: 4191.086426
	Iteration 58Q: 3 clusters Score -521472.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -521475.468750 Penalty: 4191.086426
	Iteration 59Q: 3 clusters Score -521475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -521477.843750 Penalty: 4191.086426
	Iteration 60F: 3 clusters Score -521477.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -521478.531250 Penalty: 4191.086426
	Iteration 61Q: 3 clusters Score -521478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -521480.125000 Penalty: 4191.086426
	Iteration 62Q: 3 clusters Score -521480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -521481.031250 Penalty: 4191.086426
	Iteration 63Q: 3 clusters Score -521481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -521480.406250 Penalty: 4191.086426
	Iteration 64Q: 3 clusters Score -521480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -521483.062500 Penalty: 4191.086426
	Iteration 65Q: 3 clusters Score -521483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -521483.781250 Penalty: 4191.086426
	Iteration 66Q: 3 clusters Score -521483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -521483.781250 Penalty: 4191.086426
	Iteration 67F: 3 clusters Score -521483.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Entering Unmasked Estep 
Score: -1741416.000000 Penalty: 2390.698242
	Iteration 0F: 2 clusters Score -1741416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1730425.500000 Penalty: 4781.396484
	Iteration 0F: 3 clusters Score -1730426 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1733889.500000 Penalty: 4781.396484
	Iteration 1F: 3 clusters Score -1733890 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1734236.375000 Penalty: 4781.396484
	Iteration 2F: 3 clusters Score -1734236 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1734548.375000 Penalty: 4781.396484
	Iteration 3Q: 3 clusters Score -1734548 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1734907.875000 Penalty: 4781.396484
	Iteration 4Q: 3 clusters Score -1734908 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1735326.250000 Penalty: 4781.396484
	Iteration 5Q: 3 clusters Score -1735326 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1735811.500000 Penalty: 4781.396484
	Iteration 6Q: 3 clusters Score -1735812 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1736349.375000 Penalty: 4781.396484
	Iteration 7F: 3 clusters Score -1736349 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1736904.250000 Penalty: 4781.396484
	Iteration 8F: 3 clusters Score -1736904 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1737451.125000 Penalty: 4781.396484
	Iteration 9F: 3 clusters Score -1737451 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1737944.750000 Penalty: 4781.396484
	Iteration 10F: 3 clusters Score -1737945 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1738378.125000 Penalty: 4781.396484
	Iteration 11Q: 3 clusters Score -1738378 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1738746.750000 Penalty: 4781.396484
	Iteration 12Q: 3 clusters Score -1738747 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1739123.500000 Penalty: 4781.396484
	Iteration 13Q: 3 clusters Score -1739124 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1739502.625000 Penalty: 4781.396484
	Iteration 14Q: 3 clusters Score -1739503 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1739881.375000 Penalty: 4781.396484
	Iteration 15Q: 3 clusters Score -1739881 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1740305.625000 Penalty: 4781.396484
	Iteration 16Q: 3 clusters Score -1740306 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1740710.125000 Penalty: 4781.396484
	Iteration 17Q: 3 clusters Score -1740710 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1740918.500000 Penalty: 4781.396484
	Iteration 18Q: 3 clusters Score -1740918 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1741008.750000 Penalty: 4781.396484
	Iteration 19Q: 3 clusters Score -1741009 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1741065.500000 Penalty: 4781.396484
	Iteration 20F: 3 clusters Score -1741066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1741092.000000 Penalty: 4781.396484
	Iteration 21Q: 3 clusters Score -1741092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1741095.375000 Penalty: 4781.396484
	Iteration 22Q: 3 clusters Score -1741095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1741097.500000 Penalty: 4781.396484
	Iteration 23Q: 3 clusters Score -1741098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1741095.250000 Penalty: 4781.396484
	Iteration 24Q: 3 clusters Score -1741095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1741095.625000 Penalty: 4781.396484
	Iteration 25Q: 3 clusters Score -1741096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1741098.500000 Penalty: 4781.396484
	Iteration 26Q: 3 clusters Score -1741098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1741100.125000 Penalty: 4781.396484
	Iteration 27Q: 3 clusters Score -1741100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1741102.625000 Penalty: 4781.396484
	Iteration 28Q: 3 clusters Score -1741103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1741102.625000 Penalty: 4781.396484
	Iteration 29F: 3 clusters Score -1741103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -34203.605469 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -34203.61 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 174 members 
Entering Unmasked Estep 
Score: -32869.988281 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -32869.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33054.886719 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -33054.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33092.332031 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -33092.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33112.562500 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -33112.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33135.746094 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -33135.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33144.722656 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -33144.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33154.523438 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -33154.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33157.625000 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -33157.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33157.625000 Penalty: 2933.097656
	Iteration 8F: 3 clusters Score -33157.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -483673.687500 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -483673.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -479373.843750 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -479373.8 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -480397.625000 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -480397.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -480811.906250 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -480811.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -481316.125000 Penalty: 4181.442383
	Iteration 3F: 3 clusters Score -481316.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -481959.968750 Penalty: 4181.442383
	Iteration 4F: 3 clusters Score -481960 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -482482.375000 Penalty: 4181.442383
	Iteration 5F: 3 clusters Score -482482.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -482757.343750 Penalty: 4181.442383
	Iteration 6F: 3 clusters Score -482757.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -482908.000000 Penalty: 4181.442383
	Iteration 7Q: 3 clusters Score -482908 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -482978.031250 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -482978 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -483018.437500 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -483018.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -483040.781250 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -483040.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -483054.375000 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -483054.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -483062.062500 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -483062.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -483069.218750 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -483069.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -483077.031250 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -483077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -483081.656250 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -483081.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -483084.187500 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -483084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -483085.812500 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -483085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -483088.156250 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -483088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -483090.062500 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -483090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -483093.062500 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -483093.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -483095.218750 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -483095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -483096.968750 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -483097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -483099.718750 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -483099.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -483101.718750 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -483101.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -483105.406250 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -483105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -483107.437500 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -483107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -483109.750000 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -483109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -483110.531250 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -483110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -483111.093750 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -483111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -483111.281250 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -483111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -483112.187500 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -483112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -483111.375000 Penalty: 4181.442383
	Iteration 32Q: 3 clusters Score -483111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -483111.656250 Penalty: 4181.442383
	Iteration 33Q: 3 clusters Score -483111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -483111.656250 Penalty: 4181.442383
	Iteration 34F: 3 clusters Score -483111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -651620.187500 Penalty: 2157.272949
	Iteration 0F: 2 clusters Score -651620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -646437.437500 Penalty: 4314.545898
	Iteration 0F: 3 clusters Score -646437.4 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -647777.125000 Penalty: 4314.545898
	Iteration 1F: 3 clusters Score -647777.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -648098.937500 Penalty: 4314.545898
	Iteration 2F: 3 clusters Score -648098.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -648340.937500 Penalty: 4314.545898
	Iteration 3F: 3 clusters Score -648340.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -648567.375000 Penalty: 4314.545898
	Iteration 4F: 3 clusters Score -648567.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -648781.187500 Penalty: 4314.545898
	Iteration 5F: 3 clusters Score -648781.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -649000.812500 Penalty: 4314.545898
	Iteration 6Q: 3 clusters Score -649000.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -649181.750000 Penalty: 4314.545898
	Iteration 7Q: 3 clusters Score -649181.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -649341.625000 Penalty: 4314.545898
	Iteration 8Q: 3 clusters Score -649341.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -649479.250000 Penalty: 4314.545898
	Iteration 9Q: 3 clusters Score -649479.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -649600.812500 Penalty: 4314.545898
	Iteration 10Q: 3 clusters Score -649600.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -649691.125000 Penalty: 4314.545898
	Iteration 11Q: 3 clusters Score -649691.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -649766.250000 Penalty: 4314.545898
	Iteration 12Q: 3 clusters Score -649766.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -649822.812500 Penalty: 4314.545898
	Iteration 13Q: 3 clusters Score -649822.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -649856.062500 Penalty: 4314.545898
	Iteration 14Q: 3 clusters Score -649856.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -649874.437500 Penalty: 4314.545898
	Iteration 15Q: 3 clusters Score -649874.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -649889.375000 Penalty: 4314.545898
	Iteration 16Q: 3 clusters Score -649889.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -649901.062500 Penalty: 4314.545898
	Iteration 17Q: 3 clusters Score -649901.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -649912.250000 Penalty: 4314.545898
	Iteration 18Q: 3 clusters Score -649912.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -649916.375000 Penalty: 4314.545898
	Iteration 19Q: 3 clusters Score -649916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -649919.375000 Penalty: 4314.545898
	Iteration 20F: 3 clusters Score -649919.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -649922.562500 Penalty: 4314.545898
	Iteration 21Q: 3 clusters Score -649922.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -649925.937500 Penalty: 4314.545898
	Iteration 22Q: 3 clusters Score -649925.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -649930.375000 Penalty: 4314.545898
	Iteration 23Q: 3 clusters Score -649930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -649934.500000 Penalty: 4314.545898
	Iteration 24Q: 3 clusters Score -649934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -649936.437500 Penalty: 4314.545898
	Iteration 25Q: 3 clusters Score -649936.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -649939.437500 Penalty: 4314.545898
	Iteration 26Q: 3 clusters Score -649939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -649939.437500 Penalty: 4314.545898
	Iteration 27Q: 3 clusters Score -649939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -649939.437500 Penalty: 4314.545898
	Iteration 28F: 3 clusters Score -649939.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36461.855469 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36461.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36609.593750 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36609.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36651.312500 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36651.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36667.800781 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -36667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36667.800781 Penalty: 2920.883301
	Iteration 4F: 3 clusters Score -36667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Entering Unmasked Estep 
Score: -1321412.625000 Penalty: 2324.538574
	Iteration 0F: 2 clusters Score -1321413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1312689.750000 Penalty: 4649.077148
	Iteration 0F: 3 clusters Score -1312690 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1315366.125000 Penalty: 4649.077148
	Iteration 1F: 3 clusters Score -1315366 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1315689.500000 Penalty: 4649.077148
	Iteration 2F: 3 clusters Score -1315690 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1315904.500000 Penalty: 4649.077148
	Iteration 3Q: 3 clusters Score -1315904 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1316069.250000 Penalty: 4649.077148
	Iteration 4Q: 3 clusters Score -1316069 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1316229.750000 Penalty: 4649.077148
	Iteration 5Q: 3 clusters Score -1316230 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1316391.125000 Penalty: 4649.077148
	Iteration 6Q: 3 clusters Score -1316391 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1316573.000000 Penalty: 4649.077148
	Iteration 7Q: 3 clusters Score -1316573 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1316780.875000 Penalty: 4649.077148
	Iteration 8Q: 3 clusters Score -1316781 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1317078.750000 Penalty: 4649.077148
	Iteration 9Q: 3 clusters Score -1317079 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1317484.250000 Penalty: 4649.077148
	Iteration 10Q: 3 clusters Score -1317484 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1317977.875000 Penalty: 4649.077148
	Iteration 11Q: 3 clusters Score -1317978 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1318506.750000 Penalty: 4649.077148
	Iteration 12Q: 3 clusters Score -1318507 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1319012.625000 Penalty: 4649.077148
	Iteration 13Q: 3 clusters Score -1319013 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1319379.625000 Penalty: 4649.077148
	Iteration 14Q: 3 clusters Score -1319380 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1319673.250000 Penalty: 4649.077148
	Iteration 15Q: 3 clusters Score -1319673 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1319919.000000 Penalty: 4649.077148
	Iteration 16Q: 3 clusters Score -1319919 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1320120.000000 Penalty: 4649.077148
	Iteration 17Q: 3 clusters Score -1320120 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1320252.625000 Penalty: 4649.077148
	Iteration 18Q: 3 clusters Score -1320253 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1320348.000000 Penalty: 4649.077148
	Iteration 19Q: 3 clusters Score -1320348 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1320419.625000 Penalty: 4649.077148
	Iteration 20F: 3 clusters Score -1320420 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1320472.250000 Penalty: 4649.077148
	Iteration 21Q: 3 clusters Score -1320472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1320519.500000 Penalty: 4649.077148
	Iteration 22Q: 3 clusters Score -1320520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1320554.000000 Penalty: 4649.077148
	Iteration 23Q: 3 clusters Score -1320554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1320576.250000 Penalty: 4649.077148
	Iteration 24Q: 3 clusters Score -1320576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1320596.500000 Penalty: 4649.077148
	Iteration 25Q: 3 clusters Score -1320596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1320613.750000 Penalty: 4649.077148
	Iteration 26Q: 3 clusters Score -1320614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1320624.625000 Penalty: 4649.077148
	Iteration 27Q: 3 clusters Score -1320625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1320641.500000 Penalty: 4649.077148
	Iteration 28Q: 3 clusters Score -1320642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1320674.125000 Penalty: 4649.077148
	Iteration 29Q: 3 clusters Score -1320674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1320691.750000 Penalty: 4649.077148
	Iteration 30Q: 3 clusters Score -1320692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1320718.375000 Penalty: 4649.077148
	Iteration 31Q: 3 clusters Score -1320718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1320758.000000 Penalty: 4649.077148
	Iteration 32Q: 3 clusters Score -1320758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1320779.250000 Penalty: 4649.077148
	Iteration 33Q: 3 clusters Score -1320779 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1320800.500000 Penalty: 4649.077148
	Iteration 34Q: 3 clusters Score -1320800 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1320814.750000 Penalty: 4649.077148
	Iteration 35Q: 3 clusters Score -1320815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1320834.500000 Penalty: 4649.077148
	Iteration 36Q: 3 clusters Score -1320834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1320842.750000 Penalty: 4649.077148
	Iteration 37Q: 3 clusters Score -1320843 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1320849.000000 Penalty: 4649.077148
	Iteration 38Q: 3 clusters Score -1320849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1320858.625000 Penalty: 4649.077148
	Iteration 39Q: 3 clusters Score -1320859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1320869.875000 Penalty: 4649.077148
	Iteration 40F: 3 clusters Score -1320870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1320873.625000 Penalty: 4649.077148
	Iteration 41Q: 3 clusters Score -1320874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1320874.250000 Penalty: 4649.077148
	Iteration 42Q: 3 clusters Score -1320874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1320879.375000 Penalty: 4649.077148
	Iteration 43Q: 3 clusters Score -1320879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1320877.000000 Penalty: 4649.077148
	Iteration 44Q: 3 clusters Score -1320877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1320882.125000 Penalty: 4649.077148
	Iteration 45Q: 3 clusters Score -1320882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1320879.875000 Penalty: 4649.077148
	Iteration 46Q: 3 clusters Score -1320880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1320881.250000 Penalty: 4649.077148
	Iteration 47Q: 3 clusters Score -1320881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1320881.125000 Penalty: 4649.077148
	Iteration 48Q: 3 clusters Score -1320881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1320881.125000 Penalty: 4649.077148
	Iteration 49F: 3 clusters Score -1320881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -476068.312500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -476068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -471865.875000 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -471865.9 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -472826.125000 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -472826.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -473057.500000 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -473057.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -473221.906250 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -473221.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -473359.593750 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -473359.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -473466.843750 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -473466.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -473552.625000 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -473552.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -473629.562500 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -473629.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -473694.375000 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -473694.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -473756.343750 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -473756.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -473819.500000 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -473819.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -473883.031250 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -473883 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -473960.687500 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -473960.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -474089.156250 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -474089.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -474241.375000 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -474241.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -474426.812500 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -474426.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -474605.750000 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -474605.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -474748.625000 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -474748.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -474859.500000 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -474859.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -474957.218750 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -474957.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -474996.656250 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -474996.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -475022.250000 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -475022.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -475042.437500 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -475042.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -475065.687500 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -475065.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -475089.875000 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -475089.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -475122.312500 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -475122.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -475158.781250 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -475158.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -475211.093750 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -475211.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -475261.250000 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -475261.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -475291.656250 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -475291.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -475315.218750 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -475315.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -475326.812500 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -475326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -475331.250000 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -475331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -475338.375000 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -475338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -475340.531250 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -475340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -475341.843750 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -475341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -475342.843750 Penalty: 4168.062988
	Iteration 36Q: 3 clusters Score -475342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -475344.062500 Penalty: 4168.062988
	Iteration 37Q: 3 clusters Score -475344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -475345.375000 Penalty: 4168.062988
	Iteration 38Q: 3 clusters Score -475345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -475346.968750 Penalty: 4168.062988
	Iteration 39Q: 3 clusters Score -475347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -475349.656250 Penalty: 4168.062988
	Iteration 40F: 3 clusters Score -475349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -475353.406250 Penalty: 4168.062988
	Iteration 41Q: 3 clusters Score -475353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -475355.343750 Penalty: 4168.062988
	Iteration 42Q: 3 clusters Score -475355.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -475357.281250 Penalty: 4168.062988
	Iteration 43Q: 3 clusters Score -475357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -475359.406250 Penalty: 4168.062988
	Iteration 44Q: 3 clusters Score -475359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -475360.843750 Penalty: 4168.062988
	Iteration 45Q: 3 clusters Score -475360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -475362.062500 Penalty: 4168.062988
	Iteration 46Q: 3 clusters Score -475362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -475362.062500 Penalty: 4168.062988
	Iteration 47F: 3 clusters Score -475362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Entering Unmasked Estep 
Score: -833572.750000 Penalty: 2210.727295
	Iteration 0F: 2 clusters Score -833572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -827520.500000 Penalty: 4421.454590
	Iteration 0F: 3 clusters Score -827520.5 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -829308.875000 Penalty: 4421.454590
	Iteration 1F: 3 clusters Score -829308.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -829763.812500 Penalty: 4421.454590
	Iteration 2F: 3 clusters Score -829763.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -830161.937500 Penalty: 4421.454590
	Iteration 3F: 3 clusters Score -830161.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -830461.000000 Penalty: 4421.454590
	Iteration 4F: 3 clusters Score -830461 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -830695.500000 Penalty: 4421.454590
	Iteration 5Q: 3 clusters Score -830695.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -830881.812500 Penalty: 4421.454590
	Iteration 6Q: 3 clusters Score -830881.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -831049.750000 Penalty: 4421.454590
	Iteration 7Q: 3 clusters Score -831049.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -831244.312500 Penalty: 4421.454590
	Iteration 8Q: 3 clusters Score -831244.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -831450.500000 Penalty: 4421.454590
	Iteration 9Q: 3 clusters Score -831450.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -831675.625000 Penalty: 4421.454590
	Iteration 10Q: 3 clusters Score -831675.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -831913.687500 Penalty: 4421.454590
	Iteration 11Q: 3 clusters Score -831913.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -832153.937500 Penalty: 4421.454590
	Iteration 12Q: 3 clusters Score -832153.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -832339.000000 Penalty: 4421.454590
	Iteration 13Q: 3 clusters Score -832339 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -832506.125000 Penalty: 4421.454590
	Iteration 14Q: 3 clusters Score -832506.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -832630.875000 Penalty: 4421.454590
	Iteration 15Q: 3 clusters Score -832630.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -832733.437500 Penalty: 4421.454590
	Iteration 16Q: 3 clusters Score -832733.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -832820.750000 Penalty: 4421.454590
	Iteration 17Q: 3 clusters Score -832820.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -832900.750000 Penalty: 4421.454590
	Iteration 18Q: 3 clusters Score -832900.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -832966.812500 Penalty: 4421.454590
	Iteration 19Q: 3 clusters Score -832966.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -833003.500000 Penalty: 4421.454590
	Iteration 20F: 3 clusters Score -833003.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -833023.875000 Penalty: 4421.454590
	Iteration 21Q: 3 clusters Score -833023.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -833032.750000 Penalty: 4421.454590
	Iteration 22Q: 3 clusters Score -833032.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -833040.125000 Penalty: 4421.454590
	Iteration 23Q: 3 clusters Score -833040.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -833044.000000 Penalty: 4421.454590
	Iteration 24Q: 3 clusters Score -833044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -833048.687500 Penalty: 4421.454590
	Iteration 25Q: 3 clusters Score -833048.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -833050.000000 Penalty: 4421.454590
	Iteration 26Q: 3 clusters Score -833050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -833052.687500 Penalty: 4421.454590
	Iteration 27Q: 3 clusters Score -833052.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -833053.937500 Penalty: 4421.454590
	Iteration 28Q: 3 clusters Score -833053.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -833059.062500 Penalty: 4421.454590
	Iteration 29Q: 3 clusters Score -833059.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -833061.312500 Penalty: 4421.454590
	Iteration 30Q: 3 clusters Score -833061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -833062.250000 Penalty: 4421.454590
	Iteration 31Q: 3 clusters Score -833062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -833063.687500 Penalty: 4421.454590
	Iteration 32Q: 3 clusters Score -833063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -833063.875000 Penalty: 4421.454590
	Iteration 33Q: 3 clusters Score -833063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -833064.625000 Penalty: 4421.454590
	Iteration 34Q: 3 clusters Score -833064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -833068.375000 Penalty: 4421.454590
	Iteration 35Q: 3 clusters Score -833068.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -833071.562500 Penalty: 4421.454590
	Iteration 36Q: 3 clusters Score -833071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -833074.562500 Penalty: 4421.454590
	Iteration 37Q: 3 clusters Score -833074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -833073.750000 Penalty: 4421.454590
	Iteration 38Q: 3 clusters Score -833073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -833078.875000 Penalty: 4421.454590
	Iteration 39Q: 3 clusters Score -833078.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -833084.562500 Penalty: 4421.454590
	Iteration 40F: 3 clusters Score -833084.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -833089.812500 Penalty: 4421.454590
	Iteration 41Q: 3 clusters Score -833089.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -833093.312500 Penalty: 4421.454590
	Iteration 42Q: 3 clusters Score -833093.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -833102.250000 Penalty: 4421.454590
	Iteration 43Q: 3 clusters Score -833102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -833106.437500 Penalty: 4421.454590
	Iteration 44Q: 3 clusters Score -833106.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -833116.062500 Penalty: 4421.454590
	Iteration 45Q: 3 clusters Score -833116.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -833129.125000 Penalty: 4421.454590
	Iteration 46Q: 3 clusters Score -833129.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -833134.687500 Penalty: 4421.454590
	Iteration 47Q: 3 clusters Score -833134.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -833139.437500 Penalty: 4421.454590
	Iteration 48Q: 3 clusters Score -833139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -833148.625000 Penalty: 4421.454590
	Iteration 49Q: 3 clusters Score -833148.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -833158.375000 Penalty: 4421.454590
	Iteration 50Q: 3 clusters Score -833158.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -833171.625000 Penalty: 4421.454590
	Iteration 51Q: 3 clusters Score -833171.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -833182.562500 Penalty: 4421.454590
	Iteration 52Q: 3 clusters Score -833182.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -833196.187500 Penalty: 4421.454590
	Iteration 53Q: 3 clusters Score -833196.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -833207.625000 Penalty: 4421.454590
	Iteration 54Q: 3 clusters Score -833207.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -833231.312500 Penalty: 4421.454590
	Iteration 55Q: 3 clusters Score -833231.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -833246.125000 Penalty: 4421.454590
	Iteration 56Q: 3 clusters Score -833246.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -833261.812500 Penalty: 4421.454590
	Iteration 57Q: 3 clusters Score -833261.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -833275.250000 Penalty: 4421.454590
	Iteration 58Q: 3 clusters Score -833275.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -833279.375000 Penalty: 4421.454590
	Iteration 59Q: 3 clusters Score -833279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -833281.000000 Penalty: 4421.454590
	Iteration 60F: 3 clusters Score -833281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Entering Unmasked Estep 
Score: -1462654.250000 Penalty: 2350.258789
	Iteration 0F: 2 clusters Score -1462654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1453010.000000 Penalty: 4700.517578
	Iteration 0F: 3 clusters Score -1453010 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1456154.500000 Penalty: 4700.517578
	Iteration 1F: 3 clusters Score -1456154 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1456562.125000 Penalty: 4700.517578
	Iteration 2F: 3 clusters Score -1456562 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1456871.375000 Penalty: 4700.517578
	Iteration 3F: 3 clusters Score -1456871 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1457138.125000 Penalty: 4700.517578
	Iteration 4Q: 3 clusters Score -1457138 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1457427.625000 Penalty: 4700.517578
	Iteration 5Q: 3 clusters Score -1457428 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1457757.750000 Penalty: 4700.517578
	Iteration 6Q: 3 clusters Score -1457758 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1458096.125000 Penalty: 4700.517578
	Iteration 7Q: 3 clusters Score -1458096 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1458528.000000 Penalty: 4700.517578
	Iteration 8Q: 3 clusters Score -1458528 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1458968.000000 Penalty: 4700.517578
	Iteration 9Q: 3 clusters Score -1458968 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1459370.625000 Penalty: 4700.517578
	Iteration 10Q: 3 clusters Score -1459371 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1459706.750000 Penalty: 4700.517578
	Iteration 11Q: 3 clusters Score -1459707 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1459930.125000 Penalty: 4700.517578
	Iteration 12Q: 3 clusters Score -1459930 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1460092.625000 Penalty: 4700.517578
	Iteration 13Q: 3 clusters Score -1460093 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1460196.750000 Penalty: 4700.517578
	Iteration 14Q: 3 clusters Score -1460197 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1460264.375000 Penalty: 4700.517578
	Iteration 15Q: 3 clusters Score -1460264 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1460319.875000 Penalty: 4700.517578
	Iteration 16Q: 3 clusters Score -1460320 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1460362.125000 Penalty: 4700.517578
	Iteration 17Q: 3 clusters Score -1460362 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1460384.375000 Penalty: 4700.517578
	Iteration 18Q: 3 clusters Score -1460384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1460405.250000 Penalty: 4700.517578
	Iteration 19Q: 3 clusters Score -1460405 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1460419.250000 Penalty: 4700.517578
	Iteration 20F: 3 clusters Score -1460419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1460438.500000 Penalty: 4700.517578
	Iteration 21Q: 3 clusters Score -1460438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1460448.125000 Penalty: 4700.517578
	Iteration 22Q: 3 clusters Score -1460448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1460464.375000 Penalty: 4700.517578
	Iteration 23Q: 3 clusters Score -1460464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1460477.625000 Penalty: 4700.517578
	Iteration 24Q: 3 clusters Score -1460478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1460497.500000 Penalty: 4700.517578
	Iteration 25Q: 3 clusters Score -1460498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1460512.500000 Penalty: 4700.517578
	Iteration 26Q: 3 clusters Score -1460512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1460533.125000 Penalty: 4700.517578
	Iteration 27Q: 3 clusters Score -1460533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1460540.000000 Penalty: 4700.517578
	Iteration 28Q: 3 clusters Score -1460540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1460550.375000 Penalty: 4700.517578
	Iteration 29Q: 3 clusters Score -1460550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1460557.250000 Penalty: 4700.517578
	Iteration 30Q: 3 clusters Score -1460557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1460567.500000 Penalty: 4700.517578
	Iteration 31Q: 3 clusters Score -1460568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1460573.125000 Penalty: 4700.517578
	Iteration 32Q: 3 clusters Score -1460573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1460575.500000 Penalty: 4700.517578
	Iteration 33Q: 3 clusters Score -1460576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1460588.875000 Penalty: 4700.517578
	Iteration 34Q: 3 clusters Score -1460589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1460600.375000 Penalty: 4700.517578
	Iteration 35Q: 3 clusters Score -1460600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1460619.750000 Penalty: 4700.517578
	Iteration 36Q: 3 clusters Score -1460620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1460627.000000 Penalty: 4700.517578
	Iteration 37Q: 3 clusters Score -1460627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1460641.250000 Penalty: 4700.517578
	Iteration 38Q: 3 clusters Score -1460641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1460644.125000 Penalty: 4700.517578
	Iteration 39Q: 3 clusters Score -1460644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1460662.875000 Penalty: 4700.517578
	Iteration 40F: 3 clusters Score -1460663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1460670.000000 Penalty: 4700.517578
	Iteration 41Q: 3 clusters Score -1460670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1460682.625000 Penalty: 4700.517578
	Iteration 42Q: 3 clusters Score -1460683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1460693.250000 Penalty: 4700.517578
	Iteration 43Q: 3 clusters Score -1460693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1460703.750000 Penalty: 4700.517578
	Iteration 44Q: 3 clusters Score -1460704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1460711.125000 Penalty: 4700.517578
	Iteration 45Q: 3 clusters Score -1460711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1460729.000000 Penalty: 4700.517578
	Iteration 46Q: 3 clusters Score -1460729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1460745.875000 Penalty: 4700.517578
	Iteration 47Q: 3 clusters Score -1460746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1460761.625000 Penalty: 4700.517578
	Iteration 48Q: 3 clusters Score -1460762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1460775.000000 Penalty: 4700.517578
	Iteration 49Q: 3 clusters Score -1460775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1460787.750000 Penalty: 4700.517578
	Iteration 50Q: 3 clusters Score -1460788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1460800.250000 Penalty: 4700.517578
	Iteration 51Q: 3 clusters Score -1460800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1460814.000000 Penalty: 4700.517578
	Iteration 52Q: 3 clusters Score -1460814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1460825.250000 Penalty: 4700.517578
	Iteration 53Q: 3 clusters Score -1460825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1460847.625000 Penalty: 4700.517578
	Iteration 54Q: 3 clusters Score -1460848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1460858.375000 Penalty: 4700.517578
	Iteration 55Q: 3 clusters Score -1460858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1460872.000000 Penalty: 4700.517578
	Iteration 56Q: 3 clusters Score -1460872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1460890.750000 Penalty: 4700.517578
	Iteration 57Q: 3 clusters Score -1460891 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1460912.250000 Penalty: 4700.517578
	Iteration 58Q: 3 clusters Score -1460912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1460944.750000 Penalty: 4700.517578
	Iteration 59Q: 3 clusters Score -1460945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1460971.000000 Penalty: 4700.517578
	Iteration 60F: 3 clusters Score -1460971 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1460997.250000 Penalty: 4700.517578
	Iteration 61Q: 3 clusters Score -1460997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1461021.750000 Penalty: 4700.517578
	Iteration 62Q: 3 clusters Score -1461022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1461042.500000 Penalty: 4700.517578
	Iteration 63Q: 3 clusters Score -1461042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1461059.625000 Penalty: 4700.517578
	Iteration 64Q: 3 clusters Score -1461060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1461075.875000 Penalty: 4700.517578
	Iteration 65Q: 3 clusters Score -1461076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1461091.125000 Penalty: 4700.517578
	Iteration 66Q: 3 clusters Score -1461091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1461105.125000 Penalty: 4700.517578
	Iteration 67Q: 3 clusters Score -1461105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1461125.875000 Penalty: 4700.517578
	Iteration 68Q: 3 clusters Score -1461126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1461144.375000 Penalty: 4700.517578
	Iteration 69Q: 3 clusters Score -1461144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1461162.625000 Penalty: 4700.517578
	Iteration 70Q: 3 clusters Score -1461163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1461184.750000 Penalty: 4700.517578
	Iteration 71Q: 3 clusters Score -1461185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1461204.000000 Penalty: 4700.517578
	Iteration 72Q: 3 clusters Score -1461204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1461224.000000 Penalty: 4700.517578
	Iteration 73Q: 3 clusters Score -1461224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1461240.000000 Penalty: 4700.517578
	Iteration 74Q: 3 clusters Score -1461240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1461247.125000 Penalty: 4700.517578
	Iteration 75Q: 3 clusters Score -1461247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1461260.625000 Penalty: 4700.517578
	Iteration 76Q: 3 clusters Score -1461261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1461269.875000 Penalty: 4700.517578
	Iteration 77Q: 3 clusters Score -1461270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1461280.500000 Penalty: 4700.517578
	Iteration 78Q: 3 clusters Score -1461280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1461292.250000 Penalty: 4700.517578
	Iteration 79Q: 3 clusters Score -1461292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1461292.125000 Penalty: 4700.517578
	Iteration 80F: 3 clusters Score -1461292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1461301.750000 Penalty: 4700.517578
	Iteration 81Q: 3 clusters Score -1461302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1461306.875000 Penalty: 4700.517578
	Iteration 82Q: 3 clusters Score -1461307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1461310.375000 Penalty: 4700.517578
	Iteration 83Q: 3 clusters Score -1461310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1461312.125000 Penalty: 4700.517578
	Iteration 84Q: 3 clusters Score -1461312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1461321.375000 Penalty: 4700.517578
	Iteration 85Q: 3 clusters Score -1461321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1461321.875000 Penalty: 4700.517578
	Iteration 86Q: 3 clusters Score -1461322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1461325.125000 Penalty: 4700.517578
	Iteration 87Q: 3 clusters Score -1461325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1461329.750000 Penalty: 4700.517578
	Iteration 88Q: 3 clusters Score -1461330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1461330.500000 Penalty: 4700.517578
	Iteration 89Q: 3 clusters Score -1461330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1461330.500000 Penalty: 4700.517578
	Iteration 90Q: 3 clusters Score -1461330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1461330.500000 Penalty: 4700.517578
	Iteration 91Q: 3 clusters Score -1461330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1461330.500000 Penalty: 4700.517578
	Iteration 92Q: 3 clusters Score -1461330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1461330.500000 Penalty: 4700.517578
	Iteration 93Q: 3 clusters Score -1461330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1461330.500000 Penalty: 4700.517578
	Iteration 94F: 3 clusters Score -1461330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -601974.125000 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -601974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -597151.312500 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -597151.3 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -598387.000000 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -598387 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -598661.375000 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -598661.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -598826.812500 Penalty: 4275.216797
	Iteration 3F: 3 clusters Score -598826.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -598932.375000 Penalty: 4275.216797
	Iteration 4Q: 3 clusters Score -598932.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -599010.875000 Penalty: 4275.216797
	Iteration 5Q: 3 clusters Score -599010.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -599075.875000 Penalty: 4275.216797
	Iteration 6Q: 3 clusters Score -599075.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -599140.437500 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -599140.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -599198.187500 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -599198.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -599250.937500 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -599250.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -599301.750000 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -599301.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -599345.000000 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -599345 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -599390.625000 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -599390.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -599442.187500 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -599442.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -599488.000000 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -599488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -599545.437500 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -599545.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -599593.500000 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -599593.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -599638.375000 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -599638.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -599676.687500 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -599676.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -599711.812500 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -599711.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -599743.437500 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -599743.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -599773.125000 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -599773.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -599801.375000 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -599801.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -599822.187500 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -599822.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -599841.250000 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -599841.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -599859.187500 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -599859.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -599872.375000 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -599872.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -599889.187500 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -599889.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -599897.750000 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -599897.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -599905.875000 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -599905.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -599912.562500 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -599912.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -599917.250000 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -599917.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -599923.562500 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -599923.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -599927.125000 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -599927.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -599927.812500 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -599927.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -599933.187500 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -599933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -599938.750000 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -599938.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -599946.062500 Penalty: 4275.216797
	Iteration 37Q: 3 clusters Score -599946.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -599952.250000 Penalty: 4275.216797
	Iteration 38Q: 3 clusters Score -599952.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -599953.875000 Penalty: 4275.216797
	Iteration 39Q: 3 clusters Score -599953.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -599956.562500 Penalty: 4275.216797
	Iteration 40F: 3 clusters Score -599956.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -599962.062500 Penalty: 4275.216797
	Iteration 41Q: 3 clusters Score -599962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -599965.562500 Penalty: 4275.216797
	Iteration 42Q: 3 clusters Score -599965.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -599971.062500 Penalty: 4275.216797
	Iteration 43Q: 3 clusters Score -599971.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -599978.500000 Penalty: 4275.216797
	Iteration 44Q: 3 clusters Score -599978.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -599984.437500 Penalty: 4275.216797
	Iteration 45Q: 3 clusters Score -599984.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -599991.500000 Penalty: 4275.216797
	Iteration 46Q: 3 clusters Score -599991.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -599998.812500 Penalty: 4275.216797
	Iteration 47Q: 3 clusters Score -599998.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -600006.937500 Penalty: 4275.216797
	Iteration 48Q: 3 clusters Score -600006.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -600016.562500 Penalty: 4275.216797
	Iteration 49Q: 3 clusters Score -600016.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -600021.625000 Penalty: 4275.216797
	Iteration 50Q: 3 clusters Score -600021.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -600027.625000 Penalty: 4275.216797
	Iteration 51Q: 3 clusters Score -600027.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -600032.062500 Penalty: 4275.216797
	Iteration 52Q: 3 clusters Score -600032.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -600033.437500 Penalty: 4275.216797
	Iteration 53Q: 3 clusters Score -600033.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -600039.125000 Penalty: 4275.216797
	Iteration 54Q: 3 clusters Score -600039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -600040.937500 Penalty: 4275.216797
	Iteration 55Q: 3 clusters Score -600040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -600044.937500 Penalty: 4275.216797
	Iteration 56Q: 3 clusters Score -600044.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -600047.750000 Penalty: 4275.216797
	Iteration 57Q: 3 clusters Score -600047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -600050.562500 Penalty: 4275.216797
	Iteration 58Q: 3 clusters Score -600050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -600051.187500 Penalty: 4275.216797
	Iteration 59Q: 3 clusters Score -600051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -600053.125000 Penalty: 4275.216797
	Iteration 60F: 3 clusters Score -600053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -600053.875000 Penalty: 4275.216797
	Iteration 61Q: 3 clusters Score -600053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -600055.187500 Penalty: 4275.216797
	Iteration 62Q: 3 clusters Score -600055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -600057.062500 Penalty: 4275.216797
	Iteration 63Q: 3 clusters Score -600057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -600059.250000 Penalty: 4275.216797
	Iteration 64Q: 3 clusters Score -600059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -600061.625000 Penalty: 4275.216797
	Iteration 65Q: 3 clusters Score -600061.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -600065.062500 Penalty: 4275.216797
	Iteration 66Q: 3 clusters Score -600065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -600068.437500 Penalty: 4275.216797
	Iteration 67Q: 3 clusters Score -600068.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -600072.687500 Penalty: 4275.216797
	Iteration 68Q: 3 clusters Score -600072.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -600075.312500 Penalty: 4275.216797
	Iteration 69Q: 3 clusters Score -600075.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -600075.687500 Penalty: 4275.216797
	Iteration 70Q: 3 clusters Score -600075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -600077.625000 Penalty: 4275.216797
	Iteration 71Q: 3 clusters Score -600077.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -600080.937500 Penalty: 4275.216797
	Iteration 72Q: 3 clusters Score -600080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -600083.125000 Penalty: 4275.216797
	Iteration 73Q: 3 clusters Score -600083.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -600086.937500 Penalty: 4275.216797
	Iteration 74Q: 3 clusters Score -600086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -600090.312500 Penalty: 4275.216797
	Iteration 75Q: 3 clusters Score -600090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -600089.625000 Penalty: 4275.216797
	Iteration 76Q: 3 clusters Score -600089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -600091.437500 Penalty: 4275.216797
	Iteration 77Q: 3 clusters Score -600091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -600091.500000 Penalty: 4275.216797
	Iteration 78Q: 3 clusters Score -600091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -600092.812500 Penalty: 4275.216797
	Iteration 79Q: 3 clusters Score -600092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -600094.125000 Penalty: 4275.216797
	Iteration 80F: 3 clusters Score -600094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -600094.625000 Penalty: 4275.216797
	Iteration 81Q: 3 clusters Score -600094.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -600094.625000 Penalty: 4275.216797
	Iteration 82F: 3 clusters Score -600094.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Entering Unmasked Estep 
Score: -1901685.625000 Penalty: 2428.401611
	Iteration 0F: 2 clusters Score -1901686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1888942.125000 Penalty: 4856.803223
	Iteration 0F: 3 clusters Score -1888942 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1893318.000000 Penalty: 4856.803223
	Iteration 1F: 3 clusters Score -1893318 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1893930.875000 Penalty: 4856.803223
	Iteration 2F: 3 clusters Score -1893931 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1894630.500000 Penalty: 4856.803223
	Iteration 3F: 3 clusters Score -1894630 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1895545.000000 Penalty: 4856.803223
	Iteration 4F: 3 clusters Score -1895545 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1896698.000000 Penalty: 4856.803223
	Iteration 5F: 3 clusters Score -1896698 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1898069.000000 Penalty: 4856.803223
	Iteration 6F: 3 clusters Score -1898069 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1899409.000000 Penalty: 4856.803223
	Iteration 7F: 3 clusters Score -1899409 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1900296.750000 Penalty: 4856.803223
	Iteration 8F: 3 clusters Score -1900297 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1900833.750000 Penalty: 4856.803223
	Iteration 9Q: 3 clusters Score -1900834 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1901204.875000 Penalty: 4856.803223
	Iteration 10Q: 3 clusters Score -1901205 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1901461.125000 Penalty: 4856.803223
	Iteration 11Q: 3 clusters Score -1901461 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1901636.375000 Penalty: 4856.803223
	Iteration 12Q: 3 clusters Score -1901636 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1901778.500000 Penalty: 4856.803223
	Iteration 13Q: 3 clusters Score -1901778 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1901898.125000 Penalty: 4856.803223
	Iteration 14Q: 3 clusters Score -1901898 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1901993.125000 Penalty: 4856.803223
	Iteration 15Q: 3 clusters Score -1901993 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1902038.250000 Penalty: 4856.803223
	Iteration 16Q: 3 clusters Score -1902038 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1902076.000000 Penalty: 4856.803223
	Iteration 17Q: 3 clusters Score -1902076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1902096.875000 Penalty: 4856.803223
	Iteration 18Q: 3 clusters Score -1902097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1902116.000000 Penalty: 4856.803223
	Iteration 19Q: 3 clusters Score -1902116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1902129.000000 Penalty: 4856.803223
	Iteration 20F: 3 clusters Score -1902129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1902134.250000 Penalty: 4856.803223
	Iteration 21Q: 3 clusters Score -1902134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1902141.625000 Penalty: 4856.803223
	Iteration 22Q: 3 clusters Score -1902142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1902141.750000 Penalty: 4856.803223
	Iteration 23Q: 3 clusters Score -1902142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1902153.375000 Penalty: 4856.803223
	Iteration 24Q: 3 clusters Score -1902153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1902153.125000 Penalty: 4856.803223
	Iteration 25Q: 3 clusters Score -1902153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1902158.875000 Penalty: 4856.803223
	Iteration 26Q: 3 clusters Score -1902159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1902164.625000 Penalty: 4856.803223
	Iteration 27Q: 3 clusters Score -1902165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1902159.750000 Penalty: 4856.803223
	Iteration 28Q: 3 clusters Score -1902160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1902162.750000 Penalty: 4856.803223
	Iteration 29Q: 3 clusters Score -1902163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1902160.875000 Penalty: 4856.803223
	Iteration 30Q: 3 clusters Score -1902161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1902158.750000 Penalty: 4856.803223
	Iteration 31Q: 3 clusters Score -1902159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1902161.125000 Penalty: 4856.803223
	Iteration 32Q: 3 clusters Score -1902161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1902160.125000 Penalty: 4856.803223
	Iteration 33Q: 3 clusters Score -1902160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1902160.500000 Penalty: 4856.803223
	Iteration 34Q: 3 clusters Score -1902160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1902161.250000 Penalty: 4856.803223
	Iteration 35Q: 3 clusters Score -1902161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1902158.750000 Penalty: 4856.803223
	Iteration 36Q: 3 clusters Score -1902159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1902155.750000 Penalty: 4856.803223
	Iteration 37Q: 3 clusters Score -1902156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1902163.750000 Penalty: 4856.803223
	Iteration 38Q: 3 clusters Score -1902164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1902163.125000 Penalty: 4856.803223
	Iteration 39Q: 3 clusters Score -1902163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1902163.375000 Penalty: 4856.803223
	Iteration 40F: 3 clusters Score -1902163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1902161.375000 Penalty: 4856.803223
	Iteration 41Q: 3 clusters Score -1902161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1902161.375000 Penalty: 4856.803223
	Iteration 42F: 3 clusters Score -1902161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10735 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19113 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12732 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32869 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11768 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 8243 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24609 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24383 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26164 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41869 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9702 members 
Mstep: Class 64 contains 13355 members 
Mstep: Class 65 contains 9646 members 
Entering Unmasked Estep 
Score: -139289072.000000 Penalty: 226831.578125
Splitting cluster 44 changes total score from -139289456.000000 to -139289072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -114276.289062 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -114276.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112362.789062 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -112362.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112750.578125 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -112750.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112873.718750 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -112873.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112974.156250 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -112974.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -113030.226562 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -113030.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113064.390625 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -113064.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113097.117188 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -113097.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -113119.906250 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -113119.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -113140.695312 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -113140.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -113165.046875 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -113165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -113173.203125 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -113173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -113178.492188 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -113178.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -113184.632812 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -113184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -113186.453125 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -113186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -113191.945312 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -113191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -113199.281250 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -113199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -113202.335938 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -113202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -113202.609375 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -113202.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -113202.609375 Penalty: 3456.549805
	Iteration 18F: 3 clusters Score -113202.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -777071.250000 Penalty: 2188.556641
	Iteration 0F: 2 clusters Score -777071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -771523.562500 Penalty: 4377.113281
	Iteration 0F: 3 clusters Score -771523.6 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -772943.750000 Penalty: 4377.113281
	Iteration 1F: 3 clusters Score -772943.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -773199.062500 Penalty: 4377.113281
	Iteration 2F: 3 clusters Score -773199.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -773412.625000 Penalty: 4377.113281
	Iteration 3F: 3 clusters Score -773412.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -773607.187500 Penalty: 4377.113281
	Iteration 4Q: 3 clusters Score -773607.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -773767.437500 Penalty: 4377.113281
	Iteration 5Q: 3 clusters Score -773767.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -773916.187500 Penalty: 4377.113281
	Iteration 6Q: 3 clusters Score -773916.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -774061.250000 Penalty: 4377.113281
	Iteration 7Q: 3 clusters Score -774061.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -774215.312500 Penalty: 4377.113281
	Iteration 8Q: 3 clusters Score -774215.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -774375.500000 Penalty: 4377.113281
	Iteration 9Q: 3 clusters Score -774375.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -774522.875000 Penalty: 4377.113281
	Iteration 10Q: 3 clusters Score -774522.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -774657.187500 Penalty: 4377.113281
	Iteration 11Q: 3 clusters Score -774657.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -774785.375000 Penalty: 4377.113281
	Iteration 12Q: 3 clusters Score -774785.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -774896.500000 Penalty: 4377.113281
	Iteration 13Q: 3 clusters Score -774896.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -774976.687500 Penalty: 4377.113281
	Iteration 14Q: 3 clusters Score -774976.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -775039.500000 Penalty: 4377.113281
	Iteration 15Q: 3 clusters Score -775039.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -775089.375000 Penalty: 4377.113281
	Iteration 16Q: 3 clusters Score -775089.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -775130.562500 Penalty: 4377.113281
	Iteration 17Q: 3 clusters Score -775130.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -775160.750000 Penalty: 4377.113281
	Iteration 18Q: 3 clusters Score -775160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -775179.062500 Penalty: 4377.113281
	Iteration 19Q: 3 clusters Score -775179.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -775192.312500 Penalty: 4377.113281
	Iteration 20F: 3 clusters Score -775192.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -775202.875000 Penalty: 4377.113281
	Iteration 21Q: 3 clusters Score -775202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -775205.937500 Penalty: 4377.113281
	Iteration 22Q: 3 clusters Score -775205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -775208.750000 Penalty: 4377.113281
	Iteration 23Q: 3 clusters Score -775208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -775212.562500 Penalty: 4377.113281
	Iteration 24Q: 3 clusters Score -775212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -775215.500000 Penalty: 4377.113281
	Iteration 25Q: 3 clusters Score -775215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -775219.687500 Penalty: 4377.113281
	Iteration 26Q: 3 clusters Score -775219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -775224.312500 Penalty: 4377.113281
	Iteration 27Q: 3 clusters Score -775224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -775228.500000 Penalty: 4377.113281
	Iteration 28Q: 3 clusters Score -775228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -775228.437500 Penalty: 4377.113281
	Iteration 29Q: 3 clusters Score -775228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -775230.812500 Penalty: 4377.113281
	Iteration 30Q: 3 clusters Score -775230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -775235.500000 Penalty: 4377.113281
	Iteration 31Q: 3 clusters Score -775235.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -775238.812500 Penalty: 4377.113281
	Iteration 32Q: 3 clusters Score -775238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -775243.437500 Penalty: 4377.113281
	Iteration 33Q: 3 clusters Score -775243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -775246.250000 Penalty: 4377.113281
	Iteration 34Q: 3 clusters Score -775246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -775247.687500 Penalty: 4377.113281
	Iteration 35Q: 3 clusters Score -775247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -775247.687500 Penalty: 4377.113281
	Iteration 36F: 3 clusters Score -775247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Entering Unmasked Estep 
Score: -418497.187500 Penalty: 2084.309082
	Iteration 0F: 2 clusters Score -418497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -414374.250000 Penalty: 4168.618164
	Iteration 0F: 3 clusters Score -414374.2 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -415405.343750 Penalty: 4168.618164
	Iteration 1F: 3 clusters Score -415405.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -415699.531250 Penalty: 4168.618164
	Iteration 2F: 3 clusters Score -415699.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -415934.718750 Penalty: 4168.618164
	Iteration 3F: 3 clusters Score -415934.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -416112.437500 Penalty: 4168.618164
	Iteration 4F: 3 clusters Score -416112.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -416267.718750 Penalty: 4168.618164
	Iteration 5Q: 3 clusters Score -416267.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -416423.468750 Penalty: 4168.618164
	Iteration 6Q: 3 clusters Score -416423.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -416576.375000 Penalty: 4168.618164
	Iteration 7Q: 3 clusters Score -416576.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -416716.906250 Penalty: 4168.618164
	Iteration 8Q: 3 clusters Score -416716.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -416815.156250 Penalty: 4168.618164
	Iteration 9Q: 3 clusters Score -416815.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -416914.468750 Penalty: 4168.618164
	Iteration 10Q: 3 clusters Score -416914.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -416985.375000 Penalty: 4168.618164
	Iteration 11Q: 3 clusters Score -416985.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -417036.406250 Penalty: 4168.618164
	Iteration 12Q: 3 clusters Score -417036.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -417074.343750 Penalty: 4168.618164
	Iteration 13Q: 3 clusters Score -417074.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -417104.687500 Penalty: 4168.618164
	Iteration 14Q: 3 clusters Score -417104.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -417124.718750 Penalty: 4168.618164
	Iteration 15Q: 3 clusters Score -417124.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -417144.500000 Penalty: 4168.618164
	Iteration 16Q: 3 clusters Score -417144.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -417162.375000 Penalty: 4168.618164
	Iteration 17Q: 3 clusters Score -417162.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -417175.781250 Penalty: 4168.618164
	Iteration 18Q: 3 clusters Score -417175.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -417187.343750 Penalty: 4168.618164
	Iteration 19Q: 3 clusters Score -417187.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -417194.437500 Penalty: 4168.618164
	Iteration 20F: 3 clusters Score -417194.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -417202.031250 Penalty: 4168.618164
	Iteration 21Q: 3 clusters Score -417202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -417207.875000 Penalty: 4168.618164
	Iteration 22Q: 3 clusters Score -417207.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -417209.843750 Penalty: 4168.618164
	Iteration 23Q: 3 clusters Score -417209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -417214.312500 Penalty: 4168.618164
	Iteration 24Q: 3 clusters Score -417214.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -417219.500000 Penalty: 4168.618164
	Iteration 25Q: 3 clusters Score -417219.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -417228.343750 Penalty: 4168.618164
	Iteration 26Q: 3 clusters Score -417228.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -417236.531250 Penalty: 4168.618164
	Iteration 27Q: 3 clusters Score -417236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -417240.187500 Penalty: 4168.618164
	Iteration 28Q: 3 clusters Score -417240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -417244.906250 Penalty: 4168.618164
	Iteration 29Q: 3 clusters Score -417244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -417249.312500 Penalty: 4168.618164
	Iteration 30Q: 3 clusters Score -417249.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -417252.125000 Penalty: 4168.618164
	Iteration 31Q: 3 clusters Score -417252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -417252.875000 Penalty: 4168.618164
	Iteration 32Q: 3 clusters Score -417252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -417255.937500 Penalty: 4168.618164
	Iteration 33Q: 3 clusters Score -417255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -417257.812500 Penalty: 4168.618164
	Iteration 34Q: 3 clusters Score -417257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -417262.625000 Penalty: 4168.618164
	Iteration 35Q: 3 clusters Score -417262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -417264.468750 Penalty: 4168.618164
	Iteration 36Q: 3 clusters Score -417264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -417265.125000 Penalty: 4168.618164
	Iteration 37Q: 3 clusters Score -417265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -417265.625000 Penalty: 4168.618164
	Iteration 38Q: 3 clusters Score -417265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -417267.937500 Penalty: 4168.618164
	Iteration 39Q: 3 clusters Score -417267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -417269.343750 Penalty: 4168.618164
	Iteration 40F: 3 clusters Score -417269.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -417272.156250 Penalty: 4168.618164
	Iteration 41Q: 3 clusters Score -417272.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -417274.031250 Penalty: 4168.618164
	Iteration 42Q: 3 clusters Score -417274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -417275.625000 Penalty: 4168.618164
	Iteration 43Q: 3 clusters Score -417275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -417277.687500 Penalty: 4168.618164
	Iteration 44Q: 3 clusters Score -417277.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -417281.031250 Penalty: 4168.618164
	Iteration 45Q: 3 clusters Score -417281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -417285.750000 Penalty: 4168.618164
	Iteration 46Q: 3 clusters Score -417285.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -417289.781250 Penalty: 4168.618164
	Iteration 47Q: 3 clusters Score -417289.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -417293.656250 Penalty: 4168.618164
	Iteration 48Q: 3 clusters Score -417293.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -417298.687500 Penalty: 4168.618164
	Iteration 49Q: 3 clusters Score -417298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -417303.156250 Penalty: 4168.618164
	Iteration 50Q: 3 clusters Score -417303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -417306.187500 Penalty: 4168.618164
	Iteration 51Q: 3 clusters Score -417306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -417307.750000 Penalty: 4168.618164
	Iteration 52Q: 3 clusters Score -417307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -417308.906250 Penalty: 4168.618164
	Iteration 53Q: 3 clusters Score -417308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -417309.312500 Penalty: 4168.618164
	Iteration 54Q: 3 clusters Score -417309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -417311.281250 Penalty: 4168.618164
	Iteration 55Q: 3 clusters Score -417311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -417311.937500 Penalty: 4168.618164
	Iteration 56Q: 3 clusters Score -417311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -417312.937500 Penalty: 4168.618164
	Iteration 57Q: 3 clusters Score -417312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -417312.406250 Penalty: 4168.618164
	Iteration 58Q: 3 clusters Score -417312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -417312.406250 Penalty: 4168.618164
	Iteration 59F: 3 clusters Score -417312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Entering Unmasked Estep 
Score: -774685.250000 Penalty: 2202.764404
	Iteration 0F: 2 clusters Score -774685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -768842.562500 Penalty: 4405.528809
	Iteration 0F: 3 clusters Score -768842.6 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -770467.187500 Penalty: 4405.528809
	Iteration 1F: 3 clusters Score -770467.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -770848.250000 Penalty: 4405.528809
	Iteration 2F: 3 clusters Score -770848.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -771209.000000 Penalty: 4405.528809
	Iteration 3F: 3 clusters Score -771209 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -771585.437500 Penalty: 4405.528809
	Iteration 4F: 3 clusters Score -771585.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -771963.187500 Penalty: 4405.528809
	Iteration 5F: 3 clusters Score -771963.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -772380.500000 Penalty: 4405.528809
	Iteration 6F: 3 clusters Score -772380.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -772780.937500 Penalty: 4405.528809
	Iteration 7F: 3 clusters Score -772780.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -773140.687500 Penalty: 4405.528809
	Iteration 8Q: 3 clusters Score -773140.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -773420.000000 Penalty: 4405.528809
	Iteration 9Q: 3 clusters Score -773420 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -773619.062500 Penalty: 4405.528809
	Iteration 10Q: 3 clusters Score -773619.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -773716.875000 Penalty: 4405.528809
	Iteration 11Q: 3 clusters Score -773716.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -773757.375000 Penalty: 4405.528809
	Iteration 12Q: 3 clusters Score -773757.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -773780.062500 Penalty: 4405.528809
	Iteration 13Q: 3 clusters Score -773780.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -773793.312500 Penalty: 4405.528809
	Iteration 14Q: 3 clusters Score -773793.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -773801.062500 Penalty: 4405.528809
	Iteration 15Q: 3 clusters Score -773801.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -773806.812500 Penalty: 4405.528809
	Iteration 16Q: 3 clusters Score -773806.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -773809.562500 Penalty: 4405.528809
	Iteration 17Q: 3 clusters Score -773809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -773812.000000 Penalty: 4405.528809
	Iteration 18Q: 3 clusters Score -773812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -773813.812500 Penalty: 4405.528809
	Iteration 19Q: 3 clusters Score -773813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -773814.312500 Penalty: 4405.528809
	Iteration 20F: 3 clusters Score -773814.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -773814.250000 Penalty: 4405.528809
	Iteration 21Q: 3 clusters Score -773814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -773815.375000 Penalty: 4405.528809
	Iteration 22Q: 3 clusters Score -773815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -773815.000000 Penalty: 4405.528809
	Iteration 23Q: 3 clusters Score -773815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -773816.750000 Penalty: 4405.528809
	Iteration 24Q: 3 clusters Score -773816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -773818.500000 Penalty: 4405.528809
	Iteration 25Q: 3 clusters Score -773818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -773817.562500 Penalty: 4405.528809
	Iteration 26Q: 3 clusters Score -773817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -773818.687500 Penalty: 4405.528809
	Iteration 27Q: 3 clusters Score -773818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -773816.187500 Penalty: 4405.528809
	Iteration 28Q: 3 clusters Score -773816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -773816.625000 Penalty: 4405.528809
	Iteration 29Q: 3 clusters Score -773816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -773816.625000 Penalty: 4405.528809
	Iteration 30F: 3 clusters Score -773816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Entering Unmasked Estep 
Score: -2807270.750000 Penalty: 2507.495117
	Iteration 0F: 2 clusters Score -2807271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2790184.250000 Penalty: 5014.990234
	Iteration 0F: 3 clusters Score -2790184 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2795983.000000 Penalty: 5014.990234
	Iteration 1F: 3 clusters Score -2795983 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2796367.250000 Penalty: 5014.990234
	Iteration 2Q: 3 clusters Score -2796367 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2796691.750000 Penalty: 5014.990234
	Iteration 3Q: 3 clusters Score -2796692 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2796952.000000 Penalty: 5014.990234
	Iteration 4Q: 3 clusters Score -2796952 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2797197.500000 Penalty: 5014.990234
	Iteration 5Q: 3 clusters Score -2797198 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2797400.750000 Penalty: 5014.990234
	Iteration 6Q: 3 clusters Score -2797401 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2797594.500000 Penalty: 5014.990234
	Iteration 7Q: 3 clusters Score -2797594 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2797780.250000 Penalty: 5014.990234
	Iteration 8Q: 3 clusters Score -2797780 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2797947.500000 Penalty: 5014.990234
	Iteration 9Q: 3 clusters Score -2797948 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2798111.000000 Penalty: 5014.990234
	Iteration 10Q: 3 clusters Score -2798111 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2798269.750000 Penalty: 5014.990234
	Iteration 11Q: 3 clusters Score -2798270 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2798482.750000 Penalty: 5014.990234
	Iteration 12Q: 3 clusters Score -2798483 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2798759.000000 Penalty: 5014.990234
	Iteration 13Q: 3 clusters Score -2798759 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2799079.750000 Penalty: 5014.990234
	Iteration 14Q: 3 clusters Score -2799080 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2799527.250000 Penalty: 5014.990234
	Iteration 15Q: 3 clusters Score -2799527 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2800077.250000 Penalty: 5014.990234
	Iteration 16Q: 3 clusters Score -2800077 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2800698.250000 Penalty: 5014.990234
	Iteration 17Q: 3 clusters Score -2800698 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2801397.250000 Penalty: 5014.990234
	Iteration 18Q: 3 clusters Score -2801397 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2802135.250000 Penalty: 5014.990234
	Iteration 19Q: 3 clusters Score -2802135 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2802823.500000 Penalty: 5014.990234
	Iteration 20F: 3 clusters Score -2802824 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2803444.500000 Penalty: 5014.990234
	Iteration 21Q: 3 clusters Score -2803444 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2803952.000000 Penalty: 5014.990234
	Iteration 22Q: 3 clusters Score -2803952 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2804331.750000 Penalty: 5014.990234
	Iteration 23Q: 3 clusters Score -2804332 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2804586.250000 Penalty: 5014.990234
	Iteration 24Q: 3 clusters Score -2804586 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2804780.000000 Penalty: 5014.990234
	Iteration 25Q: 3 clusters Score -2804780 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2804920.250000 Penalty: 5014.990234
	Iteration 26Q: 3 clusters Score -2804920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -2805014.000000 Penalty: 5014.990234
	Iteration 27Q: 3 clusters Score -2805014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -2805055.250000 Penalty: 5014.990234
	Iteration 28Q: 3 clusters Score -2805055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2805092.750000 Penalty: 5014.990234
	Iteration 29Q: 3 clusters Score -2805093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2805115.000000 Penalty: 5014.990234
	Iteration 30Q: 3 clusters Score -2805115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2805126.750000 Penalty: 5014.990234
	Iteration 31Q: 3 clusters Score -2805127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2805131.500000 Penalty: 5014.990234
	Iteration 32Q: 3 clusters Score -2805132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2805132.250000 Penalty: 5014.990234
	Iteration 33Q: 3 clusters Score -2805132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -2805142.750000 Penalty: 5014.990234
	Iteration 34Q: 3 clusters Score -2805143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2805151.750000 Penalty: 5014.990234
	Iteration 35Q: 3 clusters Score -2805152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2805154.250000 Penalty: 5014.990234
	Iteration 36Q: 3 clusters Score -2805154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2805168.000000 Penalty: 5014.990234
	Iteration 37Q: 3 clusters Score -2805168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2805165.500000 Penalty: 5014.990234
	Iteration 38Q: 3 clusters Score -2805166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2805171.250000 Penalty: 5014.990234
	Iteration 39Q: 3 clusters Score -2805171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2805176.250000 Penalty: 5014.990234
	Iteration 40F: 3 clusters Score -2805176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2805181.500000 Penalty: 5014.990234
	Iteration 41Q: 3 clusters Score -2805182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2805184.500000 Penalty: 5014.990234
	Iteration 42Q: 3 clusters Score -2805184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2805188.000000 Penalty: 5014.990234
	Iteration 43Q: 3 clusters Score -2805188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2805189.750000 Penalty: 5014.990234
	Iteration 44Q: 3 clusters Score -2805190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2805189.000000 Penalty: 5014.990234
	Iteration 45Q: 3 clusters Score -2805189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2805189.000000 Penalty: 5014.990234
	Iteration 46F: 3 clusters Score -2805189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Entering Unmasked Estep 
Score: -780622.437500 Penalty: 2214.006592
	Iteration 0F: 2 clusters Score -780622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -774440.250000 Penalty: 4428.013184
	Iteration 0F: 3 clusters Score -774440.2 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -776268.437500 Penalty: 4428.013184
	Iteration 1F: 3 clusters Score -776268.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -776742.875000 Penalty: 4428.013184
	Iteration 2F: 3 clusters Score -776742.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -777183.375000 Penalty: 4428.013184
	Iteration 3F: 3 clusters Score -777183.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -777615.437500 Penalty: 4428.013184
	Iteration 4F: 3 clusters Score -777615.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -778045.500000 Penalty: 4428.013184
	Iteration 5F: 3 clusters Score -778045.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -778434.875000 Penalty: 4428.013184
	Iteration 6F: 3 clusters Score -778434.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -778709.437500 Penalty: 4428.013184
	Iteration 7Q: 3 clusters Score -778709.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -778910.062500 Penalty: 4428.013184
	Iteration 8Q: 3 clusters Score -778910.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -779037.375000 Penalty: 4428.013184
	Iteration 9Q: 3 clusters Score -779037.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -779128.125000 Penalty: 4428.013184
	Iteration 10Q: 3 clusters Score -779128.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -779197.312500 Penalty: 4428.013184
	Iteration 11Q: 3 clusters Score -779197.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -779248.250000 Penalty: 4428.013184
	Iteration 12Q: 3 clusters Score -779248.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -779285.687500 Penalty: 4428.013184
	Iteration 13Q: 3 clusters Score -779285.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -779320.250000 Penalty: 4428.013184
	Iteration 14Q: 3 clusters Score -779320.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -779344.125000 Penalty: 4428.013184
	Iteration 15Q: 3 clusters Score -779344.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -779364.125000 Penalty: 4428.013184
	Iteration 16Q: 3 clusters Score -779364.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -779389.812500 Penalty: 4428.013184
	Iteration 17Q: 3 clusters Score -779389.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -779410.937500 Penalty: 4428.013184
	Iteration 18Q: 3 clusters Score -779410.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -779425.750000 Penalty: 4428.013184
	Iteration 19Q: 3 clusters Score -779425.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -779443.625000 Penalty: 4428.013184
	Iteration 20F: 3 clusters Score -779443.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -779463.812500 Penalty: 4428.013184
	Iteration 21Q: 3 clusters Score -779463.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -779472.562500 Penalty: 4428.013184
	Iteration 22Q: 3 clusters Score -779472.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -779478.125000 Penalty: 4428.013184
	Iteration 23Q: 3 clusters Score -779478.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -779485.125000 Penalty: 4428.013184
	Iteration 24Q: 3 clusters Score -779485.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -779490.937500 Penalty: 4428.013184
	Iteration 25Q: 3 clusters Score -779490.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -779494.187500 Penalty: 4428.013184
	Iteration 26Q: 3 clusters Score -779494.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -779498.437500 Penalty: 4428.013184
	Iteration 27Q: 3 clusters Score -779498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -779503.187500 Penalty: 4428.013184
	Iteration 28Q: 3 clusters Score -779503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -779502.937500 Penalty: 4428.013184
	Iteration 29Q: 3 clusters Score -779502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -779505.937500 Penalty: 4428.013184
	Iteration 30Q: 3 clusters Score -779505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -779504.625000 Penalty: 4428.013184
	Iteration 31Q: 3 clusters Score -779504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -779506.750000 Penalty: 4428.013184
	Iteration 32Q: 3 clusters Score -779506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -779507.312500 Penalty: 4428.013184
	Iteration 33Q: 3 clusters Score -779507.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -779507.187500 Penalty: 4428.013184
	Iteration 34Q: 3 clusters Score -779507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -779509.062500 Penalty: 4428.013184
	Iteration 35Q: 3 clusters Score -779509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -779507.937500 Penalty: 4428.013184
	Iteration 36Q: 3 clusters Score -779507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -779508.875000 Penalty: 4428.013184
	Iteration 37Q: 3 clusters Score -779508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -779508.875000 Penalty: 4428.013184
	Iteration 38F: 3 clusters Score -779508.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Entering Unmasked Estep 
Score: -1486895.250000 Penalty: 2366.170410
	Iteration 0F: 2 clusters Score -1486895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1476638.250000 Penalty: 4732.340820
	Iteration 0F: 3 clusters Score -1476638 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1479883.625000 Penalty: 4732.340820
	Iteration 1F: 3 clusters Score -1479884 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1480305.000000 Penalty: 4732.340820
	Iteration 2F: 3 clusters Score -1480305 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1480641.375000 Penalty: 4732.340820
	Iteration 3F: 3 clusters Score -1480641 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1480936.000000 Penalty: 4732.340820
	Iteration 4Q: 3 clusters Score -1480936 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1481276.125000 Penalty: 4732.340820
	Iteration 5Q: 3 clusters Score -1481276 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1481627.500000 Penalty: 4732.340820
	Iteration 6Q: 3 clusters Score -1481628 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1482004.875000 Penalty: 4732.340820
	Iteration 7Q: 3 clusters Score -1482005 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1482395.875000 Penalty: 4732.340820
	Iteration 8Q: 3 clusters Score -1482396 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1482810.250000 Penalty: 4732.340820
	Iteration 9Q: 3 clusters Score -1482810 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1483244.375000 Penalty: 4732.340820
	Iteration 10Q: 3 clusters Score -1483244 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1483676.750000 Penalty: 4732.340820
	Iteration 11Q: 3 clusters Score -1483677 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1484098.125000 Penalty: 4732.340820
	Iteration 12Q: 3 clusters Score -1484098 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1484453.625000 Penalty: 4732.340820
	Iteration 13Q: 3 clusters Score -1484454 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1484688.375000 Penalty: 4732.340820
	Iteration 14Q: 3 clusters Score -1484688 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1484855.750000 Penalty: 4732.340820
	Iteration 15Q: 3 clusters Score -1484856 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1484963.375000 Penalty: 4732.340820
	Iteration 16Q: 3 clusters Score -1484963 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1485056.375000 Penalty: 4732.340820
	Iteration 17Q: 3 clusters Score -1485056 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1485141.250000 Penalty: 4732.340820
	Iteration 18Q: 3 clusters Score -1485141 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1485221.500000 Penalty: 4732.340820
	Iteration 19Q: 3 clusters Score -1485222 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1485291.125000 Penalty: 4732.340820
	Iteration 20F: 3 clusters Score -1485291 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1485350.750000 Penalty: 4732.340820
	Iteration 21Q: 3 clusters Score -1485351 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1485392.375000 Penalty: 4732.340820
	Iteration 22Q: 3 clusters Score -1485392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1485421.750000 Penalty: 4732.340820
	Iteration 23Q: 3 clusters Score -1485422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1485445.750000 Penalty: 4732.340820
	Iteration 24Q: 3 clusters Score -1485446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1485460.625000 Penalty: 4732.340820
	Iteration 25Q: 3 clusters Score -1485461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1485470.125000 Penalty: 4732.340820
	Iteration 26Q: 3 clusters Score -1485470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1485475.375000 Penalty: 4732.340820
	Iteration 27Q: 3 clusters Score -1485475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1485476.500000 Penalty: 4732.340820
	Iteration 28Q: 3 clusters Score -1485476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1485479.750000 Penalty: 4732.340820
	Iteration 29Q: 3 clusters Score -1485480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1485483.000000 Penalty: 4732.340820
	Iteration 30Q: 3 clusters Score -1485483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1485486.750000 Penalty: 4732.340820
	Iteration 31Q: 3 clusters Score -1485487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1485490.000000 Penalty: 4732.340820
	Iteration 32Q: 3 clusters Score -1485490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1485490.000000 Penalty: 4732.340820
	Iteration 33Q: 3 clusters Score -1485490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1485491.000000 Penalty: 4732.340820
	Iteration 34Q: 3 clusters Score -1485491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1485494.375000 Penalty: 4732.340820
	Iteration 35Q: 3 clusters Score -1485494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1485493.875000 Penalty: 4732.340820
	Iteration 36Q: 3 clusters Score -1485494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1485497.875000 Penalty: 4732.340820
	Iteration 37Q: 3 clusters Score -1485498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1485496.375000 Penalty: 4732.340820
	Iteration 38Q: 3 clusters Score -1485496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1485495.625000 Penalty: 4732.340820
	Iteration 39Q: 3 clusters Score -1485496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1485496.625000 Penalty: 4732.340820
	Iteration 40F: 3 clusters Score -1485497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1485496.875000 Penalty: 4732.340820
	Iteration 41Q: 3 clusters Score -1485497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1485493.375000 Penalty: 4732.340820
	Iteration 42Q: 3 clusters Score -1485493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1485493.875000 Penalty: 4732.340820
	Iteration 43Q: 3 clusters Score -1485494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1485494.750000 Penalty: 4732.340820
	Iteration 44Q: 3 clusters Score -1485495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1485494.750000 Penalty: 4732.340820
	Iteration 45F: 3 clusters Score -1485495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (24383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Entering Unmasked Estep 
Score: -2758886.500000 Penalty: 2505.207031
	Iteration 0F: 2 clusters Score -2758886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2742114.250000 Penalty: 5010.414062
	Iteration 0F: 3 clusters Score -2742114 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2747873.500000 Penalty: 5010.414062
	Iteration 1F: 3 clusters Score -2747874 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2748463.250000 Penalty: 5010.414062
	Iteration 2F: 3 clusters Score -2748463 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2749175.250000 Penalty: 5010.414062
	Iteration 3F: 3 clusters Score -2749175 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2749993.750000 Penalty: 5010.414062
	Iteration 4F: 3 clusters Score -2749994 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2750879.250000 Penalty: 5010.414062
	Iteration 5F: 3 clusters Score -2750879 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2751656.500000 Penalty: 5010.414062
	Iteration 6F: 3 clusters Score -2751656 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2752316.750000 Penalty: 5010.414062
	Iteration 7F: 3 clusters Score -2752317 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2752854.250000 Penalty: 5010.414062
	Iteration 8Q: 3 clusters Score -2752854 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2753258.250000 Penalty: 5010.414062
	Iteration 9Q: 3 clusters Score -2753258 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2753597.750000 Penalty: 5010.414062
	Iteration 10Q: 3 clusters Score -2753598 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2753921.250000 Penalty: 5010.414062
	Iteration 11Q: 3 clusters Score -2753921 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2754242.750000 Penalty: 5010.414062
	Iteration 12Q: 3 clusters Score -2754243 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2754537.250000 Penalty: 5010.414062
	Iteration 13Q: 3 clusters Score -2754537 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2754864.000000 Penalty: 5010.414062
	Iteration 14Q: 3 clusters Score -2754864 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2755174.250000 Penalty: 5010.414062
	Iteration 15Q: 3 clusters Score -2755174 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2755465.750000 Penalty: 5010.414062
	Iteration 16Q: 3 clusters Score -2755466 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2755775.750000 Penalty: 5010.414062
	Iteration 17Q: 3 clusters Score -2755776 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2756001.750000 Penalty: 5010.414062
	Iteration 18Q: 3 clusters Score -2756002 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2756207.750000 Penalty: 5010.414062
	Iteration 19Q: 3 clusters Score -2756208 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2756360.500000 Penalty: 5010.414062
	Iteration 20F: 3 clusters Score -2756360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2756477.500000 Penalty: 5010.414062
	Iteration 21Q: 3 clusters Score -2756478 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2756555.750000 Penalty: 5010.414062
	Iteration 22Q: 3 clusters Score -2756556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2756607.750000 Penalty: 5010.414062
	Iteration 23Q: 3 clusters Score -2756608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2756644.000000 Penalty: 5010.414062
	Iteration 24Q: 3 clusters Score -2756644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2756679.250000 Penalty: 5010.414062
	Iteration 25Q: 3 clusters Score -2756679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2756702.000000 Penalty: 5010.414062
	Iteration 26Q: 3 clusters Score -2756702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2756708.750000 Penalty: 5010.414062
	Iteration 27Q: 3 clusters Score -2756709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2756731.500000 Penalty: 5010.414062
	Iteration 28Q: 3 clusters Score -2756732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2756739.500000 Penalty: 5010.414062
	Iteration 29Q: 3 clusters Score -2756740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2756745.500000 Penalty: 5010.414062
	Iteration 30Q: 3 clusters Score -2756746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2756759.250000 Penalty: 5010.414062
	Iteration 31Q: 3 clusters Score -2756759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2756765.250000 Penalty: 5010.414062
	Iteration 32Q: 3 clusters Score -2756765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2756770.750000 Penalty: 5010.414062
	Iteration 33Q: 3 clusters Score -2756771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2756772.250000 Penalty: 5010.414062
	Iteration 34Q: 3 clusters Score -2756772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2756771.500000 Penalty: 5010.414062
	Iteration 35Q: 3 clusters Score -2756772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2756770.000000 Penalty: 5010.414062
	Iteration 36Q: 3 clusters Score -2756770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2756771.000000 Penalty: 5010.414062
	Iteration 37Q: 3 clusters Score -2756771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2756771.000000 Penalty: 5010.414062
	Iteration 38F: 3 clusters Score -2756771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15268.532227 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15268.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14169.277344 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14169.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14238.160156 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -14238.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Entering Unmasked Estep 
Score: -2165089.500000 Penalty: 2438.506836
	Iteration 0F: 2 clusters Score -2165090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2151939.250000 Penalty: 4877.013672
	Iteration 0F: 3 clusters Score -2151939 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2156342.250000 Penalty: 4877.013672
	Iteration 1F: 3 clusters Score -2156342 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2156728.750000 Penalty: 4877.013672
	Iteration 2F: 3 clusters Score -2156729 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2157058.000000 Penalty: 4877.013672
	Iteration 3Q: 3 clusters Score -2157058 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2157398.000000 Penalty: 4877.013672
	Iteration 4Q: 3 clusters Score -2157398 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2157723.000000 Penalty: 4877.013672
	Iteration 5Q: 3 clusters Score -2157723 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2158122.250000 Penalty: 4877.013672
	Iteration 6Q: 3 clusters Score -2158122 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2158592.250000 Penalty: 4877.013672
	Iteration 7Q: 3 clusters Score -2158592 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2159063.000000 Penalty: 4877.013672
	Iteration 8Q: 3 clusters Score -2159063 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2159550.500000 Penalty: 4877.013672
	Iteration 9Q: 3 clusters Score -2159550 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2160049.500000 Penalty: 4877.013672
	Iteration 10Q: 3 clusters Score -2160050 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2160445.750000 Penalty: 4877.013672
	Iteration 11Q: 3 clusters Score -2160446 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2160765.750000 Penalty: 4877.013672
	Iteration 12Q: 3 clusters Score -2160766 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2160979.250000 Penalty: 4877.013672
	Iteration 13Q: 3 clusters Score -2160979 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2161133.250000 Penalty: 4877.013672
	Iteration 14Q: 3 clusters Score -2161133 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2161245.500000 Penalty: 4877.013672
	Iteration 15Q: 3 clusters Score -2161246 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2161344.250000 Penalty: 4877.013672
	Iteration 16Q: 3 clusters Score -2161344 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2161424.750000 Penalty: 4877.013672
	Iteration 17Q: 3 clusters Score -2161425 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2161490.500000 Penalty: 4877.013672
	Iteration 18Q: 3 clusters Score -2161490 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2161536.750000 Penalty: 4877.013672
	Iteration 19Q: 3 clusters Score -2161537 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2161588.500000 Penalty: 4877.013672
	Iteration 20F: 3 clusters Score -2161588 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2161630.500000 Penalty: 4877.013672
	Iteration 21Q: 3 clusters Score -2161630 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2161653.000000 Penalty: 4877.013672
	Iteration 22Q: 3 clusters Score -2161653 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2161691.000000 Penalty: 4877.013672
	Iteration 23Q: 3 clusters Score -2161691 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2161726.750000 Penalty: 4877.013672
	Iteration 24Q: 3 clusters Score -2161727 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2161755.750000 Penalty: 4877.013672
	Iteration 25Q: 3 clusters Score -2161756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2161784.250000 Penalty: 4877.013672
	Iteration 26Q: 3 clusters Score -2161784 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2161819.250000 Penalty: 4877.013672
	Iteration 27Q: 3 clusters Score -2161819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2161849.750000 Penalty: 4877.013672
	Iteration 28Q: 3 clusters Score -2161850 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2161902.250000 Penalty: 4877.013672
	Iteration 29Q: 3 clusters Score -2161902 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2161940.500000 Penalty: 4877.013672
	Iteration 30Q: 3 clusters Score -2161940 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2162005.750000 Penalty: 4877.013672
	Iteration 31Q: 3 clusters Score -2162006 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2162064.750000 Penalty: 4877.013672
	Iteration 32Q: 3 clusters Score -2162065 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2162125.500000 Penalty: 4877.013672
	Iteration 33Q: 3 clusters Score -2162126 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2162191.250000 Penalty: 4877.013672
	Iteration 34Q: 3 clusters Score -2162191 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2162263.000000 Penalty: 4877.013672
	Iteration 35Q: 3 clusters Score -2162263 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2162343.250000 Penalty: 4877.013672
	Iteration 36Q: 3 clusters Score -2162343 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2162435.500000 Penalty: 4877.013672
	Iteration 37Q: 3 clusters Score -2162436 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2162521.000000 Penalty: 4877.013672
	Iteration 38Q: 3 clusters Score -2162521 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2162601.750000 Penalty: 4877.013672
	Iteration 39Q: 3 clusters Score -2162602 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2162667.000000 Penalty: 4877.013672
	Iteration 40F: 3 clusters Score -2162667 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2162716.000000 Penalty: 4877.013672
	Iteration 41Q: 3 clusters Score -2162716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2162761.250000 Penalty: 4877.013672
	Iteration 42Q: 3 clusters Score -2162761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2162800.000000 Penalty: 4877.013672
	Iteration 43Q: 3 clusters Score -2162800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2162832.250000 Penalty: 4877.013672
	Iteration 44Q: 3 clusters Score -2162832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2162872.750000 Penalty: 4877.013672
	Iteration 45Q: 3 clusters Score -2162873 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2162916.000000 Penalty: 4877.013672
	Iteration 46Q: 3 clusters Score -2162916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2162975.000000 Penalty: 4877.013672
	Iteration 47Q: 3 clusters Score -2162975 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2163025.250000 Penalty: 4877.013672
	Iteration 48Q: 3 clusters Score -2163025 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2163045.000000 Penalty: 4877.013672
	Iteration 49Q: 3 clusters Score -2163045 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2163074.500000 Penalty: 4877.013672
	Iteration 50Q: 3 clusters Score -2163074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2163092.750000 Penalty: 4877.013672
	Iteration 51Q: 3 clusters Score -2163093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2163101.250000 Penalty: 4877.013672
	Iteration 52Q: 3 clusters Score -2163101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2163114.000000 Penalty: 4877.013672
	Iteration 53Q: 3 clusters Score -2163114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2163131.250000 Penalty: 4877.013672
	Iteration 54Q: 3 clusters Score -2163131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2163142.500000 Penalty: 4877.013672
	Iteration 55Q: 3 clusters Score -2163142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2163158.750000 Penalty: 4877.013672
	Iteration 56Q: 3 clusters Score -2163159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2163170.500000 Penalty: 4877.013672
	Iteration 57Q: 3 clusters Score -2163170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2163171.750000 Penalty: 4877.013672
	Iteration 58Q: 3 clusters Score -2163172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2163175.000000 Penalty: 4877.013672
	Iteration 59Q: 3 clusters Score -2163175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2163192.000000 Penalty: 4877.013672
	Iteration 60F: 3 clusters Score -2163192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2163190.000000 Penalty: 4877.013672
	Iteration 61Q: 3 clusters Score -2163190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2163199.500000 Penalty: 4877.013672
	Iteration 62Q: 3 clusters Score -2163200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2163203.750000 Penalty: 4877.013672
	Iteration 63Q: 3 clusters Score -2163204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2163208.000000 Penalty: 4877.013672
	Iteration 64Q: 3 clusters Score -2163208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2163211.750000 Penalty: 4877.013672
	Iteration 65Q: 3 clusters Score -2163212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2163214.750000 Penalty: 4877.013672
	Iteration 66Q: 3 clusters Score -2163215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2163215.250000 Penalty: 4877.013672
	Iteration 67Q: 3 clusters Score -2163215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2163220.750000 Penalty: 4877.013672
	Iteration 68Q: 3 clusters Score -2163221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2163224.000000 Penalty: 4877.013672
	Iteration 69Q: 3 clusters Score -2163224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2163222.500000 Penalty: 4877.013672
	Iteration 70Q: 3 clusters Score -2163222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2163217.750000 Penalty: 4877.013672
	Iteration 71Q: 3 clusters Score -2163218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2163221.250000 Penalty: 4877.013672
	Iteration 72Q: 3 clusters Score -2163221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2163224.500000 Penalty: 4877.013672
	Iteration 73Q: 3 clusters Score -2163224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2163226.000000 Penalty: 4877.013672
	Iteration 74Q: 3 clusters Score -2163226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2163226.500000 Penalty: 4877.013672
	Iteration 75Q: 3 clusters Score -2163226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2163227.750000 Penalty: 4877.013672
	Iteration 76Q: 3 clusters Score -2163228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2163228.000000 Penalty: 4877.013672
	Iteration 77Q: 3 clusters Score -2163228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2163231.500000 Penalty: 4877.013672
	Iteration 78Q: 3 clusters Score -2163232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2163232.500000 Penalty: 4877.013672
	Iteration 79Q: 3 clusters Score -2163232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2163225.750000 Penalty: 4877.013672
	Iteration 80F: 3 clusters Score -2163226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2163226.750000 Penalty: 4877.013672
	Iteration 81Q: 3 clusters Score -2163227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2163226.000000 Penalty: 4877.013672
	Iteration 82Q: 3 clusters Score -2163226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2163227.750000 Penalty: 4877.013672
	Iteration 83Q: 3 clusters Score -2163228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2163229.250000 Penalty: 4877.013672
	Iteration 84Q: 3 clusters Score -2163229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2163229.250000 Penalty: 4877.013672
	Iteration 85Q: 3 clusters Score -2163229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2163233.500000 Penalty: 4877.013672
	Iteration 86Q: 3 clusters Score -2163234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2163234.250000 Penalty: 4877.013672
	Iteration 87Q: 3 clusters Score -2163234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2163235.250000 Penalty: 4877.013672
	Iteration 88Q: 3 clusters Score -2163235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2163233.250000 Penalty: 4877.013672
	Iteration 89Q: 3 clusters Score -2163233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2163233.250000 Penalty: 4877.013672
	Iteration 90F: 3 clusters Score -2163233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -249944.140625 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -249944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -246792.187500 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -246792.2 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248182.390625 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -248182.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -248849.765625 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -248849.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -249180.750000 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -249180.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -249377.359375 Penalty: 3971.984375
	Iteration 4F: 3 clusters Score -249377.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -249513.812500 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -249513.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -249606.812500 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -249606.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -249667.640625 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -249667.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -249717.968750 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -249718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -249766.234375 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -249766.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -249815.890625 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -249815.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -249860.343750 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -249860.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -249908.125000 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -249908.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -249959.109375 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -249959.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -250019.468750 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -250019.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -250061.687500 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -250061.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -250109.484375 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -250109.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -250128.812500 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -250128.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -250149.046875 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -250149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -250164.156250 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -250164.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -250172.859375 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -250172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -250181.421875 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -250181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -250187.140625 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -250187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -250190.281250 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -250190.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -250194.125000 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -250194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -250196.781250 Penalty: 3971.984375
	Iteration 25Q: 3 clusters Score -250196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -250198.906250 Penalty: 3971.984375
	Iteration 26Q: 3 clusters Score -250198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -250203.468750 Penalty: 3971.984375
	Iteration 27Q: 3 clusters Score -250203.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -250205.109375 Penalty: 3971.984375
	Iteration 28Q: 3 clusters Score -250205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -250206.578125 Penalty: 3971.984375
	Iteration 29Q: 3 clusters Score -250206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -250211.265625 Penalty: 3971.984375
	Iteration 30Q: 3 clusters Score -250211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -250211.890625 Penalty: 3971.984375
	Iteration 31Q: 3 clusters Score -250211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -250212.500000 Penalty: 3971.984375
	Iteration 32Q: 3 clusters Score -250212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -250212.500000 Penalty: 3971.984375
	Iteration 33F: 3 clusters Score -250212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10735 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19113 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12732 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32869 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11768 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24609 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24383 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 853 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26164 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41869 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9702 members 
Mstep: Class 64 contains 13355 members 
Mstep: Class 65 contains 2152 members 
Entering Unmasked Estep 
Score: -139288272.000000 Penalty: 226831.578125
Splitting cluster 55 changes total score from -139289456.000000 to -139288272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -528044.687500 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -528044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -523632.000000 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -523632 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -524696.312500 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -524696.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -524916.250000 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -524916.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -525054.812500 Penalty: 4216.830078
	Iteration 3Q: 3 clusters Score -525054.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -525148.437500 Penalty: 4216.830078
	Iteration 4Q: 3 clusters Score -525148.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -525227.500000 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -525227.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -525294.000000 Penalty: 4216.830078
	Iteration 6Q: 3 clusters Score -525294 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -525357.875000 Penalty: 4216.830078
	Iteration 7Q: 3 clusters Score -525357.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -525413.750000 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -525413.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -525458.687500 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -525458.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -525495.562500 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -525495.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -525528.000000 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -525528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -525571.000000 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -525571 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -525621.000000 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -525621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -525666.625000 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -525666.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -525721.625000 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -525721.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -525776.375000 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -525776.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -525830.562500 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -525830.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -525878.687500 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -525878.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -525920.750000 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -525920.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -525961.625000 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -525961.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -526004.375000 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -526004.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -526050.437500 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -526050.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -526085.812500 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -526085.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -526113.937500 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -526113.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -526151.500000 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -526151.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -526186.687500 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -526186.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -526225.250000 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -526225.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -526259.125000 Penalty: 4216.830078
	Iteration 28Q: 3 clusters Score -526259.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -526292.562500 Penalty: 4216.830078
	Iteration 29Q: 3 clusters Score -526292.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -526317.625000 Penalty: 4216.830078
	Iteration 30Q: 3 clusters Score -526317.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -526333.250000 Penalty: 4216.830078
	Iteration 31Q: 3 clusters Score -526333.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -526346.562500 Penalty: 4216.830078
	Iteration 32Q: 3 clusters Score -526346.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -526359.562500 Penalty: 4216.830078
	Iteration 33Q: 3 clusters Score -526359.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -526367.250000 Penalty: 4216.830078
	Iteration 34Q: 3 clusters Score -526367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -526372.875000 Penalty: 4216.830078
	Iteration 35Q: 3 clusters Score -526372.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -526381.875000 Penalty: 4216.830078
	Iteration 36Q: 3 clusters Score -526381.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -526391.437500 Penalty: 4216.830078
	Iteration 37Q: 3 clusters Score -526391.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -526400.812500 Penalty: 4216.830078
	Iteration 38Q: 3 clusters Score -526400.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -526405.625000 Penalty: 4216.830078
	Iteration 39Q: 3 clusters Score -526405.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -526409.187500 Penalty: 4216.830078
	Iteration 40F: 3 clusters Score -526409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -526411.250000 Penalty: 4216.830078
	Iteration 41Q: 3 clusters Score -526411.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -526414.437500 Penalty: 4216.830078
	Iteration 42Q: 3 clusters Score -526414.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -526418.875000 Penalty: 4216.830078
	Iteration 43Q: 3 clusters Score -526418.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -526423.062500 Penalty: 4216.830078
	Iteration 44Q: 3 clusters Score -526423.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -526428.312500 Penalty: 4216.830078
	Iteration 45Q: 3 clusters Score -526428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -526431.937500 Penalty: 4216.830078
	Iteration 46Q: 3 clusters Score -526431.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -526435.000000 Penalty: 4216.830078
	Iteration 47Q: 3 clusters Score -526435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -526438.125000 Penalty: 4216.830078
	Iteration 48Q: 3 clusters Score -526438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -526440.937500 Penalty: 4216.830078
	Iteration 49Q: 3 clusters Score -526440.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -526443.937500 Penalty: 4216.830078
	Iteration 50Q: 3 clusters Score -526443.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -526450.750000 Penalty: 4216.830078
	Iteration 51Q: 3 clusters Score -526450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -526452.687500 Penalty: 4216.830078
	Iteration 52Q: 3 clusters Score -526452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -526454.937500 Penalty: 4216.830078
	Iteration 53Q: 3 clusters Score -526454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -526457.937500 Penalty: 4216.830078
	Iteration 54Q: 3 clusters Score -526457.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -526463.437500 Penalty: 4216.830078
	Iteration 55Q: 3 clusters Score -526463.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -526464.625000 Penalty: 4216.830078
	Iteration 56Q: 3 clusters Score -526464.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -526467.812500 Penalty: 4216.830078
	Iteration 57Q: 3 clusters Score -526467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -526469.375000 Penalty: 4216.830078
	Iteration 58Q: 3 clusters Score -526469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -526472.187500 Penalty: 4216.830078
	Iteration 59Q: 3 clusters Score -526472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -526476.875000 Penalty: 4216.830078
	Iteration 60F: 3 clusters Score -526476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -526478.062500 Penalty: 4216.830078
	Iteration 61Q: 3 clusters Score -526478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -526478.500000 Penalty: 4216.830078
	Iteration 62Q: 3 clusters Score -526478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -526478.875000 Penalty: 4216.830078
	Iteration 63Q: 3 clusters Score -526478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -526481.187500 Penalty: 4216.830078
	Iteration 64Q: 3 clusters Score -526481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -526482.062500 Penalty: 4216.830078
	Iteration 65Q: 3 clusters Score -526482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -526483.812500 Penalty: 4216.830078
	Iteration 66Q: 3 clusters Score -526483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -526485.187500 Penalty: 4216.830078
	Iteration 67Q: 3 clusters Score -526485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -526485.187500 Penalty: 4216.830078
	Iteration 68F: 3 clusters Score -526485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (26164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Entering Unmasked Estep 
Score: -2990539.000000 Penalty: 2522.690674
	Iteration 0F: 2 clusters Score -2990539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2972450.250000 Penalty: 5045.381348
	Iteration 0F: 3 clusters Score -2972450 nChanged 11681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2978751.500000 Penalty: 5045.381348
	Iteration 1F: 3 clusters Score -2978752 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2979213.250000 Penalty: 5045.381348
	Iteration 2Q: 3 clusters Score -2979213 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2979652.500000 Penalty: 5045.381348
	Iteration 3Q: 3 clusters Score -2979652 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2980133.250000 Penalty: 5045.381348
	Iteration 4Q: 3 clusters Score -2980133 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2980789.000000 Penalty: 5045.381348
	Iteration 5Q: 3 clusters Score -2980789 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2981713.000000 Penalty: 5045.381348
	Iteration 6F: 3 clusters Score -2981713 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2983041.750000 Penalty: 5045.381348
	Iteration 7F: 3 clusters Score -2983042 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2984555.500000 Penalty: 5045.381348
	Iteration 8F: 3 clusters Score -2984556 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2985901.250000 Penalty: 5045.381348
	Iteration 9F: 3 clusters Score -2985901 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2986807.250000 Penalty: 5045.381348
	Iteration 10Q: 3 clusters Score -2986807 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2987406.000000 Penalty: 5045.381348
	Iteration 11Q: 3 clusters Score -2987406 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2987799.000000 Penalty: 5045.381348
	Iteration 12Q: 3 clusters Score -2987799 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2988067.750000 Penalty: 5045.381348
	Iteration 13Q: 3 clusters Score -2988068 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2988259.000000 Penalty: 5045.381348
	Iteration 14Q: 3 clusters Score -2988259 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2988425.500000 Penalty: 5045.381348
	Iteration 15Q: 3 clusters Score -2988426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2988560.000000 Penalty: 5045.381348
	Iteration 16Q: 3 clusters Score -2988560 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2988637.250000 Penalty: 5045.381348
	Iteration 17Q: 3 clusters Score -2988637 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2988713.000000 Penalty: 5045.381348
	Iteration 18Q: 3 clusters Score -2988713 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2988780.250000 Penalty: 5045.381348
	Iteration 19Q: 3 clusters Score -2988780 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2988829.500000 Penalty: 5045.381348
	Iteration 20F: 3 clusters Score -2988830 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2988869.000000 Penalty: 5045.381348
	Iteration 21Q: 3 clusters Score -2988869 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2988920.750000 Penalty: 5045.381348
	Iteration 22Q: 3 clusters Score -2988921 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2988936.250000 Penalty: 5045.381348
	Iteration 23Q: 3 clusters Score -2988936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2988959.500000 Penalty: 5045.381348
	Iteration 24Q: 3 clusters Score -2988960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2988980.000000 Penalty: 5045.381348
	Iteration 25Q: 3 clusters Score -2988980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2989003.000000 Penalty: 5045.381348
	Iteration 26Q: 3 clusters Score -2989003 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2989026.500000 Penalty: 5045.381348
	Iteration 27Q: 3 clusters Score -2989026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2989035.000000 Penalty: 5045.381348
	Iteration 28Q: 3 clusters Score -2989035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2989047.000000 Penalty: 5045.381348
	Iteration 29Q: 3 clusters Score -2989047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2989059.500000 Penalty: 5045.381348
	Iteration 30Q: 3 clusters Score -2989060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2989061.000000 Penalty: 5045.381348
	Iteration 31Q: 3 clusters Score -2989061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2989076.250000 Penalty: 5045.381348
	Iteration 32Q: 3 clusters Score -2989076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2989084.250000 Penalty: 5045.381348
	Iteration 33Q: 3 clusters Score -2989084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2989084.750000 Penalty: 5045.381348
	Iteration 34Q: 3 clusters Score -2989085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2989094.000000 Penalty: 5045.381348
	Iteration 35Q: 3 clusters Score -2989094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2989098.250000 Penalty: 5045.381348
	Iteration 36Q: 3 clusters Score -2989098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2989100.000000 Penalty: 5045.381348
	Iteration 37Q: 3 clusters Score -2989100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2989102.250000 Penalty: 5045.381348
	Iteration 38Q: 3 clusters Score -2989102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2989100.000000 Penalty: 5045.381348
	Iteration 39Q: 3 clusters Score -2989100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2989103.750000 Penalty: 5045.381348
	Iteration 40F: 3 clusters Score -2989104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2989100.000000 Penalty: 5045.381348
	Iteration 41Q: 3 clusters Score -2989100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2989099.250000 Penalty: 5045.381348
	Iteration 42Q: 3 clusters Score -2989099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2989108.750000 Penalty: 5045.381348
	Iteration 43Q: 3 clusters Score -2989109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2989105.000000 Penalty: 5045.381348
	Iteration 44Q: 3 clusters Score -2989105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2989104.000000 Penalty: 5045.381348
	Iteration 45Q: 3 clusters Score -2989104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2989102.000000 Penalty: 5045.381348
	Iteration 46Q: 3 clusters Score -2989102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2989106.000000 Penalty: 5045.381348
	Iteration 47Q: 3 clusters Score -2989106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2989109.750000 Penalty: 5045.381348
	Iteration 48Q: 3 clusters Score -2989110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2989110.000000 Penalty: 5045.381348
	Iteration 49Q: 3 clusters Score -2989110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2989104.750000 Penalty: 5045.381348
	Iteration 50Q: 3 clusters Score -2989105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2989110.250000 Penalty: 5045.381348
	Iteration 51Q: 3 clusters Score -2989110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2989108.500000 Penalty: 5045.381348
	Iteration 52Q: 3 clusters Score -2989108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2989109.500000 Penalty: 5045.381348
	Iteration 53Q: 3 clusters Score -2989110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2989110.250000 Penalty: 5045.381348
	Iteration 54Q: 3 clusters Score -2989110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2989110.000000 Penalty: 5045.381348
	Iteration 55Q: 3 clusters Score -2989110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2989110.500000 Penalty: 5045.381348
	Iteration 56Q: 3 clusters Score -2989110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2989113.000000 Penalty: 5045.381348
	Iteration 57Q: 3 clusters Score -2989113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2989118.500000 Penalty: 5045.381348
	Iteration 58Q: 3 clusters Score -2989118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2989117.750000 Penalty: 5045.381348
	Iteration 59Q: 3 clusters Score -2989118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2989115.500000 Penalty: 5045.381348
	Iteration 60F: 3 clusters Score -2989116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2989112.000000 Penalty: 5045.381348
	Iteration 61Q: 3 clusters Score -2989112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2989111.250000 Penalty: 5045.381348
	Iteration 62Q: 3 clusters Score -2989111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2989112.750000 Penalty: 5045.381348
	Iteration 63Q: 3 clusters Score -2989113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2989115.000000 Penalty: 5045.381348
	Iteration 64Q: 3 clusters Score -2989115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2989117.500000 Penalty: 5045.381348
	Iteration 65Q: 3 clusters Score -2989118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2989119.500000 Penalty: 5045.381348
	Iteration 66Q: 3 clusters Score -2989120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2989112.750000 Penalty: 5045.381348
	Iteration 67Q: 3 clusters Score -2989113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2989116.750000 Penalty: 5045.381348
	Iteration 68Q: 3 clusters Score -2989117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2989116.250000 Penalty: 5045.381348
	Iteration 69Q: 3 clusters Score -2989116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2989119.000000 Penalty: 5045.381348
	Iteration 70Q: 3 clusters Score -2989119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2989121.000000 Penalty: 5045.381348
	Iteration 71Q: 3 clusters Score -2989121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2989122.500000 Penalty: 5045.381348
	Iteration 72Q: 3 clusters Score -2989122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2989122.500000 Penalty: 5045.381348
	Iteration 73F: 3 clusters Score -2989122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -169530.203125 Penalty: 1857.096802
	Iteration 0F: 2 clusters Score -169530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -167071.390625 Penalty: 3714.193604
	Iteration 0F: 3 clusters Score -167071.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -167691.218750 Penalty: 3714.193604
	Iteration 1F: 3 clusters Score -167691.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -167972.562500 Penalty: 3714.193604
	Iteration 2F: 3 clusters Score -167972.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -168242.687500 Penalty: 3714.193604
	Iteration 3F: 3 clusters Score -168242.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -168422.406250 Penalty: 3714.193604
	Iteration 4F: 3 clusters Score -168422.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -168532.218750 Penalty: 3714.193604
	Iteration 5Q: 3 clusters Score -168532.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -168614.578125 Penalty: 3714.193604
	Iteration 6Q: 3 clusters Score -168614.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -168666.218750 Penalty: 3714.193604
	Iteration 7Q: 3 clusters Score -168666.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -168701.109375 Penalty: 3714.193604
	Iteration 8Q: 3 clusters Score -168701.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -168733.218750 Penalty: 3714.193604
	Iteration 9Q: 3 clusters Score -168733.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -168762.531250 Penalty: 3714.193604
	Iteration 10Q: 3 clusters Score -168762.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -168781.250000 Penalty: 3714.193604
	Iteration 11Q: 3 clusters Score -168781.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -168793.125000 Penalty: 3714.193604
	Iteration 12Q: 3 clusters Score -168793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -168804.671875 Penalty: 3714.193604
	Iteration 13Q: 3 clusters Score -168804.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -168816.828125 Penalty: 3714.193604
	Iteration 14Q: 3 clusters Score -168816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -168821.828125 Penalty: 3714.193604
	Iteration 15Q: 3 clusters Score -168821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -168822.937500 Penalty: 3714.193604
	Iteration 16Q: 3 clusters Score -168822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -168822.937500 Penalty: 3714.193604
	Iteration 17F: 3 clusters Score -168822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -534104.937500 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -534104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -529680.250000 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -529680.2 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -530754.625000 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -530754.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -530988.687500 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -530988.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -531137.875000 Penalty: 4205.621582
	Iteration 3F: 3 clusters Score -531137.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -531248.687500 Penalty: 4205.621582
	Iteration 4Q: 3 clusters Score -531248.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -531344.062500 Penalty: 4205.621582
	Iteration 5Q: 3 clusters Score -531344.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -531423.000000 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -531423 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -531522.500000 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -531522.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -531637.187500 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -531637.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -531768.437500 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -531768.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -531882.500000 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -531882.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -532014.562500 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -532014.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -532124.750000 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -532124.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -532243.500000 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -532243.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -532346.937500 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -532346.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -532428.812500 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -532428.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -532506.937500 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -532506.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -532567.000000 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -532567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -532608.500000 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -532608.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -532630.562500 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -532630.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -532647.250000 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -532647.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -532665.125000 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -532665.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -532675.687500 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -532675.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -532688.437500 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -532688.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -532703.250000 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -532703.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -532713.062500 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -532713.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -532722.187500 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -532722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -532725.875000 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -532725.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -532728.187500 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -532728.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -532729.312500 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -532729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -532728.875000 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -532728.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -532728.875000 Penalty: 4205.621582
	Iteration 31F: 3 clusters Score -532728.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Entering Unmasked Estep 
Score: -739248.062500 Penalty: 2223.212891
	Iteration 0F: 2 clusters Score -739248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -732971.687500 Penalty: 4446.425781
	Iteration 0F: 3 clusters Score -732971.7 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -734741.375000 Penalty: 4446.425781
	Iteration 1F: 3 clusters Score -734741.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -735138.062500 Penalty: 4446.425781
	Iteration 2F: 3 clusters Score -735138.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -735471.625000 Penalty: 4446.425781
	Iteration 3F: 3 clusters Score -735471.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -735792.125000 Penalty: 4446.425781
	Iteration 4F: 3 clusters Score -735792.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -736092.437500 Penalty: 4446.425781
	Iteration 5F: 3 clusters Score -736092.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -736410.625000 Penalty: 4446.425781
	Iteration 6F: 3 clusters Score -736410.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -736689.062500 Penalty: 4446.425781
	Iteration 7Q: 3 clusters Score -736689.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -736997.937500 Penalty: 4446.425781
	Iteration 8Q: 3 clusters Score -736997.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -737302.125000 Penalty: 4446.425781
	Iteration 9Q: 3 clusters Score -737302.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -737509.125000 Penalty: 4446.425781
	Iteration 10Q: 3 clusters Score -737509.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -737668.437500 Penalty: 4446.425781
	Iteration 11Q: 3 clusters Score -737668.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -737788.000000 Penalty: 4446.425781
	Iteration 12Q: 3 clusters Score -737788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -737862.625000 Penalty: 4446.425781
	Iteration 13Q: 3 clusters Score -737862.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -737910.437500 Penalty: 4446.425781
	Iteration 14Q: 3 clusters Score -737910.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -737953.187500 Penalty: 4446.425781
	Iteration 15Q: 3 clusters Score -737953.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -737992.687500 Penalty: 4446.425781
	Iteration 16Q: 3 clusters Score -737992.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -738026.812500 Penalty: 4446.425781
	Iteration 17Q: 3 clusters Score -738026.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -738052.375000 Penalty: 4446.425781
	Iteration 18Q: 3 clusters Score -738052.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -738078.312500 Penalty: 4446.425781
	Iteration 19Q: 3 clusters Score -738078.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -738103.500000 Penalty: 4446.425781
	Iteration 20F: 3 clusters Score -738103.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -738121.125000 Penalty: 4446.425781
	Iteration 21Q: 3 clusters Score -738121.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -738141.875000 Penalty: 4446.425781
	Iteration 22Q: 3 clusters Score -738141.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -738163.375000 Penalty: 4446.425781
	Iteration 23Q: 3 clusters Score -738163.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -738184.562500 Penalty: 4446.425781
	Iteration 24Q: 3 clusters Score -738184.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -738209.312500 Penalty: 4446.425781
	Iteration 25Q: 3 clusters Score -738209.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -738236.250000 Penalty: 4446.425781
	Iteration 26Q: 3 clusters Score -738236.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -738281.437500 Penalty: 4446.425781
	Iteration 27Q: 3 clusters Score -738281.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -738315.875000 Penalty: 4446.425781
	Iteration 28Q: 3 clusters Score -738315.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -738354.687500 Penalty: 4446.425781
	Iteration 29Q: 3 clusters Score -738354.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -738386.187500 Penalty: 4446.425781
	Iteration 30Q: 3 clusters Score -738386.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -738401.687500 Penalty: 4446.425781
	Iteration 31Q: 3 clusters Score -738401.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -738408.437500 Penalty: 4446.425781
	Iteration 32Q: 3 clusters Score -738408.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -738412.187500 Penalty: 4446.425781
	Iteration 33Q: 3 clusters Score -738412.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -738418.312500 Penalty: 4446.425781
	Iteration 34Q: 3 clusters Score -738418.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -738422.500000 Penalty: 4446.425781
	Iteration 35Q: 3 clusters Score -738422.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -738426.062500 Penalty: 4446.425781
	Iteration 36Q: 3 clusters Score -738426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -738426.000000 Penalty: 4446.425781
	Iteration 37Q: 3 clusters Score -738426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -738428.375000 Penalty: 4446.425781
	Iteration 38Q: 3 clusters Score -738428.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -738429.875000 Penalty: 4446.425781
	Iteration 39Q: 3 clusters Score -738429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -738431.062500 Penalty: 4446.425781
	Iteration 40F: 3 clusters Score -738431.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (41869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Entering Unmasked Estep 
Score: -4389570.000000 Penalty: 2639.290527
	Iteration 0F: 2 clusters Score -4389570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4361469.000000 Penalty: 5278.581055
	Iteration 0F: 3 clusters Score -4361469 nChanged 19149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4372441.000000 Penalty: 5278.581055
	Iteration 1F: 3 clusters Score -4372441 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4373350.500000 Penalty: 5278.581055
	Iteration 2F: 3 clusters Score -4373350 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4374263.500000 Penalty: 5278.581055
	Iteration 3F: 3 clusters Score -4374264 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4375127.500000 Penalty: 5278.581055
	Iteration 4Q: 3 clusters Score -4375128 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4376053.500000 Penalty: 5278.581055
	Iteration 5Q: 3 clusters Score -4376054 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4376929.000000 Penalty: 5278.581055
	Iteration 6Q: 3 clusters Score -4376929 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4377780.500000 Penalty: 5278.581055
	Iteration 7Q: 3 clusters Score -4377780 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -4378538.500000 Penalty: 5278.581055
	Iteration 8Q: 3 clusters Score -4378538 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4379184.500000 Penalty: 5278.581055
	Iteration 9Q: 3 clusters Score -4379184 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -4379803.500000 Penalty: 5278.581055
	Iteration 10Q: 3 clusters Score -4379804 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -4380421.000000 Penalty: 5278.581055
	Iteration 11Q: 3 clusters Score -4380421 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4381061.500000 Penalty: 5278.581055
	Iteration 12Q: 3 clusters Score -4381062 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4381770.000000 Penalty: 5278.581055
	Iteration 13Q: 3 clusters Score -4381770 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4382299.500000 Penalty: 5278.581055
	Iteration 14Q: 3 clusters Score -4382300 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -4382744.500000 Penalty: 5278.581055
	Iteration 15Q: 3 clusters Score -4382744 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -4383080.500000 Penalty: 5278.581055
	Iteration 16Q: 3 clusters Score -4383080 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4383292.000000 Penalty: 5278.581055
	Iteration 17Q: 3 clusters Score -4383292 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4383503.500000 Penalty: 5278.581055
	Iteration 18Q: 3 clusters Score -4383504 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -4383654.000000 Penalty: 5278.581055
	Iteration 19Q: 3 clusters Score -4383654 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -4383812.000000 Penalty: 5278.581055
	Iteration 20F: 3 clusters Score -4383812 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -4383957.000000 Penalty: 5278.581055
	Iteration 21Q: 3 clusters Score -4383957 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -4384074.500000 Penalty: 5278.581055
	Iteration 22Q: 3 clusters Score -4384074 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4384213.000000 Penalty: 5278.581055
	Iteration 23Q: 3 clusters Score -4384213 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4384357.500000 Penalty: 5278.581055
	Iteration 24Q: 3 clusters Score -4384358 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4384498.000000 Penalty: 5278.581055
	Iteration 25Q: 3 clusters Score -4384498 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -4384653.500000 Penalty: 5278.581055
	Iteration 26Q: 3 clusters Score -4384654 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -4384807.000000 Penalty: 5278.581055
	Iteration 27Q: 3 clusters Score -4384807 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4385033.000000 Penalty: 5278.581055
	Iteration 28Q: 3 clusters Score -4385033 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -4385239.000000 Penalty: 5278.581055
	Iteration 29Q: 3 clusters Score -4385239 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -4385421.500000 Penalty: 5278.581055
	Iteration 30Q: 3 clusters Score -4385422 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -4385580.000000 Penalty: 5278.581055
	Iteration 31Q: 3 clusters Score -4385580 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -4385746.500000 Penalty: 5278.581055
	Iteration 32Q: 3 clusters Score -4385746 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4385880.000000 Penalty: 5278.581055
	Iteration 33Q: 3 clusters Score -4385880 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -4386023.500000 Penalty: 5278.581055
	Iteration 34Q: 3 clusters Score -4386024 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4386119.500000 Penalty: 5278.581055
	Iteration 35Q: 3 clusters Score -4386120 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4386252.000000 Penalty: 5278.581055
	Iteration 36Q: 3 clusters Score -4386252 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4386362.500000 Penalty: 5278.581055
	Iteration 37Q: 3 clusters Score -4386362 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4386464.000000 Penalty: 5278.581055
	Iteration 38Q: 3 clusters Score -4386464 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4386584.500000 Penalty: 5278.581055
	Iteration 39Q: 3 clusters Score -4386584 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4386701.500000 Penalty: 5278.581055
	Iteration 40F: 3 clusters Score -4386702 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -4386791.500000 Penalty: 5278.581055
	Iteration 41Q: 3 clusters Score -4386792 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -4386879.500000 Penalty: 5278.581055
	Iteration 42Q: 3 clusters Score -4386880 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4386973.500000 Penalty: 5278.581055
	Iteration 43Q: 3 clusters Score -4386974 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4387061.500000 Penalty: 5278.581055
	Iteration 44Q: 3 clusters Score -4387062 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4387114.500000 Penalty: 5278.581055
	Iteration 45Q: 3 clusters Score -4387114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4387156.000000 Penalty: 5278.581055
	Iteration 46Q: 3 clusters Score -4387156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4387211.000000 Penalty: 5278.581055
	Iteration 47Q: 3 clusters Score -4387211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4387262.500000 Penalty: 5278.581055
	Iteration 48Q: 3 clusters Score -4387262 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4387284.000000 Penalty: 5278.581055
	Iteration 49Q: 3 clusters Score -4387284 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4387312.000000 Penalty: 5278.581055
	Iteration 50Q: 3 clusters Score -4387312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4387326.000000 Penalty: 5278.581055
	Iteration 51Q: 3 clusters Score -4387326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4387347.500000 Penalty: 5278.581055
	Iteration 52Q: 3 clusters Score -4387348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4387385.000000 Penalty: 5278.581055
	Iteration 53Q: 3 clusters Score -4387385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4387406.000000 Penalty: 5278.581055
	Iteration 54Q: 3 clusters Score -4387406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4387423.500000 Penalty: 5278.581055
	Iteration 55Q: 3 clusters Score -4387424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4387450.000000 Penalty: 5278.581055
	Iteration 56Q: 3 clusters Score -4387450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4387479.500000 Penalty: 5278.581055
	Iteration 57Q: 3 clusters Score -4387480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4387496.500000 Penalty: 5278.581055
	Iteration 58Q: 3 clusters Score -4387496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4387503.000000 Penalty: 5278.581055
	Iteration 59Q: 3 clusters Score -4387503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4387521.000000 Penalty: 5278.581055
	Iteration 60F: 3 clusters Score -4387521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4387544.000000 Penalty: 5278.581055
	Iteration 61Q: 3 clusters Score -4387544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4387558.000000 Penalty: 5278.581055
	Iteration 62Q: 3 clusters Score -4387558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4387571.000000 Penalty: 5278.581055
	Iteration 63Q: 3 clusters Score -4387571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4387580.000000 Penalty: 5278.581055
	Iteration 64Q: 3 clusters Score -4387580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4387590.000000 Penalty: 5278.581055
	Iteration 65Q: 3 clusters Score -4387590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4387589.000000 Penalty: 5278.581055
	Iteration 66Q: 3 clusters Score -4387589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4387596.500000 Penalty: 5278.581055
	Iteration 67Q: 3 clusters Score -4387596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4387601.500000 Penalty: 5278.581055
	Iteration 68Q: 3 clusters Score -4387602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4387604.000000 Penalty: 5278.581055
	Iteration 69Q: 3 clusters Score -4387604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4387606.000000 Penalty: 5278.581055
	Iteration 70Q: 3 clusters Score -4387606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4387604.500000 Penalty: 5278.581055
	Iteration 71Q: 3 clusters Score -4387604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4387603.000000 Penalty: 5278.581055
	Iteration 72Q: 3 clusters Score -4387603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4387608.000000 Penalty: 5278.581055
	Iteration 73Q: 3 clusters Score -4387608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4387610.000000 Penalty: 5278.581055
	Iteration 74Q: 3 clusters Score -4387610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4387609.000000 Penalty: 5278.581055
	Iteration 75Q: 3 clusters Score -4387609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4387617.000000 Penalty: 5278.581055
	Iteration 76Q: 3 clusters Score -4387617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4387615.500000 Penalty: 5278.581055
	Iteration 77Q: 3 clusters Score -4387616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4387610.500000 Penalty: 5278.581055
	Iteration 78Q: 3 clusters Score -4387610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4387611.500000 Penalty: 5278.581055
	Iteration 79Q: 3 clusters Score -4387612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4387611.500000 Penalty: 5278.581055
	Iteration 80F: 3 clusters Score -4387612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4387616.500000 Penalty: 5278.581055
	Iteration 81Q: 3 clusters Score -4387616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4387617.000000 Penalty: 5278.581055
	Iteration 82Q: 3 clusters Score -4387617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4387621.500000 Penalty: 5278.581055
	Iteration 83Q: 3 clusters Score -4387622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4387623.000000 Penalty: 5278.581055
	Iteration 84Q: 3 clusters Score -4387623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4387625.500000 Penalty: 5278.581055
	Iteration 85Q: 3 clusters Score -4387626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4387630.500000 Penalty: 5278.581055
	Iteration 86Q: 3 clusters Score -4387630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4387630.500000 Penalty: 5278.581055
	Iteration 87Q: 3 clusters Score -4387630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4387632.500000 Penalty: 5278.581055
	Iteration 88Q: 3 clusters Score -4387632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4387641.500000 Penalty: 5278.581055
	Iteration 89Q: 3 clusters Score -4387642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4387642.000000 Penalty: 5278.581055
	Iteration 90Q: 3 clusters Score -4387642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4387643.000000 Penalty: 5278.581055
	Iteration 91Q: 3 clusters Score -4387643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4387644.000000 Penalty: 5278.581055
	Iteration 92Q: 3 clusters Score -4387644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4387645.000000 Penalty: 5278.581055
	Iteration 93Q: 3 clusters Score -4387645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4387646.500000 Penalty: 5278.581055
	Iteration 94Q: 3 clusters Score -4387646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4387646.000000 Penalty: 5278.581055
	Iteration 95Q: 3 clusters Score -4387646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4387654.000000 Penalty: 5278.581055
	Iteration 96Q: 3 clusters Score -4387654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4387655.000000 Penalty: 5278.581055
	Iteration 97Q: 3 clusters Score -4387655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4387652.500000 Penalty: 5278.581055
	Iteration 98Q: 3 clusters Score -4387652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4387652.500000 Penalty: 5278.581055
	Iteration 99Q: 3 clusters Score -4387652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4387652.500000 Penalty: 5278.581055
	Iteration 100F: 3 clusters Score -4387652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -52953.058594 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -52953.06 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 280 members 
Entering Unmasked Estep 
Score: -51410.992188 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -51410.99 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51611.742188 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -51611.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51676.562500 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -51676.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51714.273438 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -51714.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51723.812500 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -51723.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51725.925781 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -51725.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51725.925781 Penalty: 3126.099121
	Iteration 6F: 3 clusters Score -51725.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (9702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Entering Unmasked Estep 
Score: -1075320.875000 Penalty: 2276.661621
	Iteration 0F: 2 clusters Score -1075321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1067817.375000 Penalty: 4553.323242
	Iteration 0F: 3 clusters Score -1067817 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1069976.000000 Penalty: 4553.323242
	Iteration 1F: 3 clusters Score -1069976 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1070258.750000 Penalty: 4553.323242
	Iteration 2F: 3 clusters Score -1070259 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1070494.125000 Penalty: 4553.323242
	Iteration 3F: 3 clusters Score -1070494 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1070699.625000 Penalty: 4553.323242
	Iteration 4Q: 3 clusters Score -1070700 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1070901.125000 Penalty: 4553.323242
	Iteration 5Q: 3 clusters Score -1070901 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1071094.500000 Penalty: 4553.323242
	Iteration 6Q: 3 clusters Score -1071094 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1071283.750000 Penalty: 4553.323242
	Iteration 7Q: 3 clusters Score -1071284 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1071498.375000 Penalty: 4553.323242
	Iteration 8Q: 3 clusters Score -1071498 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1071748.125000 Penalty: 4553.323242
	Iteration 9Q: 3 clusters Score -1071748 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1072007.750000 Penalty: 4553.323242
	Iteration 10Q: 3 clusters Score -1072008 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1072251.125000 Penalty: 4553.323242
	Iteration 11Q: 3 clusters Score -1072251 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1072499.250000 Penalty: 4553.323242
	Iteration 12Q: 3 clusters Score -1072499 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1072756.125000 Penalty: 4553.323242
	Iteration 13Q: 3 clusters Score -1072756 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1073038.875000 Penalty: 4553.323242
	Iteration 14Q: 3 clusters Score -1073039 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1073320.500000 Penalty: 4553.323242
	Iteration 15Q: 3 clusters Score -1073320 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1073544.500000 Penalty: 4553.323242
	Iteration 16Q: 3 clusters Score -1073544 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1073663.250000 Penalty: 4553.323242
	Iteration 17Q: 3 clusters Score -1073663 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1073733.125000 Penalty: 4553.323242
	Iteration 18Q: 3 clusters Score -1073733 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1073772.375000 Penalty: 4553.323242
	Iteration 19Q: 3 clusters Score -1073772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1073795.625000 Penalty: 4553.323242
	Iteration 20F: 3 clusters Score -1073796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1073806.875000 Penalty: 4553.323242
	Iteration 21Q: 3 clusters Score -1073807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1073817.250000 Penalty: 4553.323242
	Iteration 22Q: 3 clusters Score -1073817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1073827.500000 Penalty: 4553.323242
	Iteration 23Q: 3 clusters Score -1073828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1073837.000000 Penalty: 4553.323242
	Iteration 24Q: 3 clusters Score -1073837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1073846.000000 Penalty: 4553.323242
	Iteration 25Q: 3 clusters Score -1073846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1073848.625000 Penalty: 4553.323242
	Iteration 26Q: 3 clusters Score -1073849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1073853.375000 Penalty: 4553.323242
	Iteration 27Q: 3 clusters Score -1073853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1073856.375000 Penalty: 4553.323242
	Iteration 28Q: 3 clusters Score -1073856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1073856.000000 Penalty: 4553.323242
	Iteration 29Q: 3 clusters Score -1073856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1073857.750000 Penalty: 4553.323242
	Iteration 30Q: 3 clusters Score -1073858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1073859.750000 Penalty: 4553.323242
	Iteration 31Q: 3 clusters Score -1073860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1073862.750000 Penalty: 4553.323242
	Iteration 32Q: 3 clusters Score -1073863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1073868.250000 Penalty: 4553.323242
	Iteration 33Q: 3 clusters Score -1073868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1073870.875000 Penalty: 4553.323242
	Iteration 34Q: 3 clusters Score -1073871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1073872.875000 Penalty: 4553.323242
	Iteration 35Q: 3 clusters Score -1073873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1073879.750000 Penalty: 4553.323242
	Iteration 36Q: 3 clusters Score -1073880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1073881.750000 Penalty: 4553.323242
	Iteration 37Q: 3 clusters Score -1073882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1073886.625000 Penalty: 4553.323242
	Iteration 38Q: 3 clusters Score -1073887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1073888.000000 Penalty: 4553.323242
	Iteration 39Q: 3 clusters Score -1073888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1073893.250000 Penalty: 4553.323242
	Iteration 40F: 3 clusters Score -1073893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1073896.500000 Penalty: 4553.323242
	Iteration 41Q: 3 clusters Score -1073896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1073898.500000 Penalty: 4553.323242
	Iteration 42Q: 3 clusters Score -1073898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1073902.875000 Penalty: 4553.323242
	Iteration 43Q: 3 clusters Score -1073903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1073907.250000 Penalty: 4553.323242
	Iteration 44Q: 3 clusters Score -1073907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1073912.250000 Penalty: 4553.323242
	Iteration 45Q: 3 clusters Score -1073912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1073914.375000 Penalty: 4553.323242
	Iteration 46Q: 3 clusters Score -1073914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1073915.375000 Penalty: 4553.323242
	Iteration 47Q: 3 clusters Score -1073915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1073917.000000 Penalty: 4553.323242
	Iteration 48Q: 3 clusters Score -1073917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1073917.500000 Penalty: 4553.323242
	Iteration 49Q: 3 clusters Score -1073918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1073919.375000 Penalty: 4553.323242
	Iteration 50Q: 3 clusters Score -1073919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1073919.250000 Penalty: 4553.323242
	Iteration 51Q: 3 clusters Score -1073919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1073919.500000 Penalty: 4553.323242
	Iteration 52Q: 3 clusters Score -1073920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1073921.250000 Penalty: 4553.323242
	Iteration 53Q: 3 clusters Score -1073921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1073921.000000 Penalty: 4553.323242
	Iteration 54Q: 3 clusters Score -1073921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1073921.750000 Penalty: 4553.323242
	Iteration 55Q: 3 clusters Score -1073922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1073923.000000 Penalty: 4553.323242
	Iteration 56Q: 3 clusters Score -1073923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1073923.000000 Penalty: 4553.323242
	Iteration 57F: 3 clusters Score -1073923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (13355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Entering Unmasked Estep 
Score: -1535329.250000 Penalty: 2355.912354
	Iteration 0F: 2 clusters Score -1535329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1525503.750000 Penalty: 4711.824707
	Iteration 0F: 3 clusters Score -1525504 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1528611.875000 Penalty: 4711.824707
	Iteration 1F: 3 clusters Score -1528612 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1528938.500000 Penalty: 4711.824707
	Iteration 2F: 3 clusters Score -1528938 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1529163.500000 Penalty: 4711.824707
	Iteration 3Q: 3 clusters Score -1529164 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1529322.125000 Penalty: 4711.824707
	Iteration 4Q: 3 clusters Score -1529322 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1529465.000000 Penalty: 4711.824707
	Iteration 5Q: 3 clusters Score -1529465 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1529597.375000 Penalty: 4711.824707
	Iteration 6Q: 3 clusters Score -1529597 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1529703.375000 Penalty: 4711.824707
	Iteration 7Q: 3 clusters Score -1529703 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1529822.125000 Penalty: 4711.824707
	Iteration 8Q: 3 clusters Score -1529822 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1529937.000000 Penalty: 4711.824707
	Iteration 9Q: 3 clusters Score -1529937 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1530035.750000 Penalty: 4711.824707
	Iteration 10Q: 3 clusters Score -1530036 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1530138.375000 Penalty: 4711.824707
	Iteration 11Q: 3 clusters Score -1530138 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1530261.125000 Penalty: 4711.824707
	Iteration 12Q: 3 clusters Score -1530261 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1530381.500000 Penalty: 4711.824707
	Iteration 13Q: 3 clusters Score -1530382 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1530531.125000 Penalty: 4711.824707
	Iteration 14Q: 3 clusters Score -1530531 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1530689.625000 Penalty: 4711.824707
	Iteration 15Q: 3 clusters Score -1530690 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1530899.250000 Penalty: 4711.824707
	Iteration 16Q: 3 clusters Score -1530899 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1531130.375000 Penalty: 4711.824707
	Iteration 17Q: 3 clusters Score -1531130 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1531365.125000 Penalty: 4711.824707
	Iteration 18Q: 3 clusters Score -1531365 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1531608.375000 Penalty: 4711.824707
	Iteration 19Q: 3 clusters Score -1531608 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1531846.500000 Penalty: 4711.824707
	Iteration 20F: 3 clusters Score -1531846 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1532077.250000 Penalty: 4711.824707
	Iteration 21Q: 3 clusters Score -1532077 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1532291.500000 Penalty: 4711.824707
	Iteration 22Q: 3 clusters Score -1532292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1532491.125000 Penalty: 4711.824707
	Iteration 23Q: 3 clusters Score -1532491 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1532660.250000 Penalty: 4711.824707
	Iteration 24Q: 3 clusters Score -1532660 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1532804.375000 Penalty: 4711.824707
	Iteration 25Q: 3 clusters Score -1532804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1532922.875000 Penalty: 4711.824707
	Iteration 26Q: 3 clusters Score -1532923 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1533022.875000 Penalty: 4711.824707
	Iteration 27Q: 3 clusters Score -1533023 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1533106.375000 Penalty: 4711.824707
	Iteration 28Q: 3 clusters Score -1533106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1533169.875000 Penalty: 4711.824707
	Iteration 29Q: 3 clusters Score -1533170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1533212.875000 Penalty: 4711.824707
	Iteration 30Q: 3 clusters Score -1533213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1533237.500000 Penalty: 4711.824707
	Iteration 31Q: 3 clusters Score -1533238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1533253.250000 Penalty: 4711.824707
	Iteration 32Q: 3 clusters Score -1533253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1533267.250000 Penalty: 4711.824707
	Iteration 33Q: 3 clusters Score -1533267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1533283.250000 Penalty: 4711.824707
	Iteration 34Q: 3 clusters Score -1533283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1533297.500000 Penalty: 4711.824707
	Iteration 35Q: 3 clusters Score -1533298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1533306.125000 Penalty: 4711.824707
	Iteration 36Q: 3 clusters Score -1533306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1533309.750000 Penalty: 4711.824707
	Iteration 37Q: 3 clusters Score -1533310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1533314.375000 Penalty: 4711.824707
	Iteration 38Q: 3 clusters Score -1533314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1533317.125000 Penalty: 4711.824707
	Iteration 39Q: 3 clusters Score -1533317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1533321.500000 Penalty: 4711.824707
	Iteration 40F: 3 clusters Score -1533322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1533324.875000 Penalty: 4711.824707
	Iteration 41Q: 3 clusters Score -1533325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1533327.875000 Penalty: 4711.824707
	Iteration 42Q: 3 clusters Score -1533328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1533329.000000 Penalty: 4711.824707
	Iteration 43Q: 3 clusters Score -1533329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1533329.000000 Penalty: 4711.824707
	Iteration 44F: 3 clusters Score -1533329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10735 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19113 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12732 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32869 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11768 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24609 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24383 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26164 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41869 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9702 members 
Mstep: Class 64 contains 13355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289488.000000 Penalty: 223341.859375
Iteration 359Q: 65 clusters Score -1.392895e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213198 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10733 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19114 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12731 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32869 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26590 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7437 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7202 members 
Mstep: Class 49 contains 24609 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24389 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26157 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4815 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41867 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9705 members 
Mstep: Class 64 contains 13359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289472.000000 Penalty: 223341.859375
Iteration 360F: 65 clusters Score -1.392895e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213195 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10731 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13653 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19116 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12730 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32867 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26591 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7438 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7201 members 
Mstep: Class 49 contains 24609 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24394 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18633 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26150 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4814 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41866 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9709 members 
Mstep: Class 64 contains 13365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289440.000000 Penalty: 223341.859375
Iteration 361Q: 65 clusters Score -1.392894e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213194 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10728 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13653 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45885 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19117 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12730 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32863 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7439 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7201 members 
Mstep: Class 49 contains 24608 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24398 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18632 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26146 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41864 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9713 members 
Mstep: Class 64 contains 13368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289488.000000 Penalty: 223341.859375
Iteration 362Q: 65 clusters Score -1.392895e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213196 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10723 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45888 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19118 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12734 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32858 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7439 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7536 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24402 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26146 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41859 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9714 members 
Mstep: Class 64 contains 13372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289376.000000 Penalty: 223341.859375
Iteration 363Q: 65 clusters Score -1.392894e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 52030 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213196 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10723 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13653 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45889 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4162 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19120 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12734 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32855 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15366 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7439 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7538 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24403 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26145 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41856 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9715 members 
Mstep: Class 64 contains 13376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289408.000000 Penalty: 223341.859375
Iteration 364Q: 65 clusters Score -1.392894e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52029 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213195 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10721 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45891 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19120 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32854 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15365 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7439 members 
Mstep: Class 42 contains 13053 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24611 members 
Mstep: Class 50 contains 7539 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24404 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26142 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41856 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289472.000000 Penalty: 223341.859375
Iteration 365Q: 65 clusters Score -1.392895e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52029 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213197 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45892 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19121 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12732 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32852 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15364 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7439 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24611 members 
Mstep: Class 50 contains 7540 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24405 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26140 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41854 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289472.000000 Penalty: 223341.859375
Iteration 366Q: 65 clusters Score -1.392895e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52030 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213197 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45892 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19121 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32852 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15364 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7439 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24611 members 
Mstep: Class 50 contains 7540 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24406 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26138 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41852 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289440.000000 Penalty: 223341.859375
Iteration 367Q: 65 clusters Score -1.392894e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52029 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213198 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45892 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19122 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32852 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7439 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24611 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24406 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26135 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41851 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289456.000000 Penalty: 223341.859375
Iteration 368Q: 65 clusters Score -1.392895e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52029 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45892 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19123 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32852 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10870 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24611 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24406 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26135 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41851 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289488.000000 Penalty: 223341.859375
Iteration 369Q: 65 clusters Score -1.392895e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108175 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52029 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13655 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45892 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32852 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10869 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24611 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24407 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26132 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41851 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289472.000000 Penalty: 223341.859375
Iteration 370Q: 65 clusters Score -1.392895e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52029 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45892 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10867 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24611 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24409 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26129 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41851 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289488.000000 Penalty: 223341.859375
Iteration 371Q: 65 clusters Score -1.392895e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52029 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10721 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45892 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19125 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10866 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24612 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24410 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26128 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41851 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289520.000000 Penalty: 223341.859375
Iteration 372Q: 65 clusters Score -1.392895e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108179 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52029 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10864 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24612 members 
Mstep: Class 50 contains 7541 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26130 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41850 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289488.000000 Penalty: 223341.859375
Iteration 373Q: 65 clusters Score -1.392895e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19127 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10862 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24611 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26131 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41849 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289488.000000 Penalty: 223341.859375
Iteration 374Q: 65 clusters Score -1.392895e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10860 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26133 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289424.000000 Penalty: 223341.859375
Iteration 375Q: 65 clusters Score -1.392894e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10859 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289440.000000 Penalty: 223341.859375
Iteration 376Q: 65 clusters Score -1.392894e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108185 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10856 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289488.000000 Penalty: 223341.859375
Iteration 377Q: 65 clusters Score -1.392895e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289488.000000 Penalty: 223341.859375
Iteration 378Q: 65 clusters Score -1.392895e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289488.000000 Penalty: 223341.859375
Iteration 379F: 65 clusters Score -1.392895e+08 nChanged 0
Entering ConstructFrom: 
Score: -139289488.000000 Penalty: 223341.859375
Entering ConstructFrom: 
Trying to split cluster 1 (108188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Entering Unmasked Estep 
Score: -12171910.000000 Penalty: 2874.723389
	Iteration 0F: 2 clusters Score -1.217191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -12099454.000000 Penalty: 5749.446777
	Iteration 0F: 3 clusters Score -1.209945e+07 nChanged 51401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -12128994.000000 Penalty: 5749.446777
	Iteration 1F: 3 clusters Score -1.212899e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -12129748.000000 Penalty: 5749.446777
	Iteration 2Q: 3 clusters Score -1.212975e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -12130774.000000 Penalty: 5749.446777
	Iteration 3Q: 3 clusters Score -1.213077e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -12132357.000000 Penalty: 5749.446777
	Iteration 4Q: 3 clusters Score -1.213236e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -12134770.000000 Penalty: 5749.446777
	Iteration 5Q: 3 clusters Score -1.213477e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73005 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -12138775.000000 Penalty: 5749.446777
	Iteration 6F: 3 clusters Score -1.213878e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -12145056.000000 Penalty: 5749.446777
	Iteration 7F: 3 clusters Score -1.214506e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -12153509.000000 Penalty: 5749.446777
	Iteration 8F: 3 clusters Score -1.215351e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -12161456.000000 Penalty: 5749.446777
	Iteration 9F: 3 clusters Score -1.216146e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -12166305.000000 Penalty: 5749.446777
	Iteration 10Q: 3 clusters Score -1.21663e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12168316.000000 Penalty: 5749.446777
	Iteration 11Q: 3 clusters Score -1.216832e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12169037.000000 Penalty: 5749.446777
	Iteration 12Q: 3 clusters Score -1.216904e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12169313.000000 Penalty: 5749.446777
	Iteration 13Q: 3 clusters Score -1.216931e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107436 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12169491.000000 Penalty: 5749.446777
	Iteration 14Q: 3 clusters Score -1.216949e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12169575.000000 Penalty: 5749.446777
	Iteration 15Q: 3 clusters Score -1.216958e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12169686.000000 Penalty: 5749.446777
	Iteration 16Q: 3 clusters Score -1.216969e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12169782.000000 Penalty: 5749.446777
	Iteration 17Q: 3 clusters Score -1.216978e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12169867.000000 Penalty: 5749.446777
	Iteration 18Q: 3 clusters Score -1.216987e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12169919.000000 Penalty: 5749.446777
	Iteration 19Q: 3 clusters Score -1.216992e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12169975.000000 Penalty: 5749.446777
	Iteration 20F: 3 clusters Score -1.216998e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12170032.000000 Penalty: 5749.446777
	Iteration 21Q: 3 clusters Score -1.217003e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12170049.000000 Penalty: 5749.446777
	Iteration 22Q: 3 clusters Score -1.217005e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107456 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12170066.000000 Penalty: 5749.446777
	Iteration 23Q: 3 clusters Score -1.217007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107446 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12170077.000000 Penalty: 5749.446777
	Iteration 24Q: 3 clusters Score -1.217008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107436 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12170097.000000 Penalty: 5749.446777
	Iteration 25Q: 3 clusters Score -1.21701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12170097.000000 Penalty: 5749.446777
	Iteration 26Q: 3 clusters Score -1.21701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107433 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12170100.000000 Penalty: 5749.446777
	Iteration 27Q: 3 clusters Score -1.21701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107429 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12170122.000000 Penalty: 5749.446777
	Iteration 28Q: 3 clusters Score -1.217012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12170141.000000 Penalty: 5749.446777
	Iteration 29Q: 3 clusters Score -1.217014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12170125.000000 Penalty: 5749.446777
	Iteration 30Q: 3 clusters Score -1.217012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12170127.000000 Penalty: 5749.446777
	Iteration 31Q: 3 clusters Score -1.217013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12170132.000000 Penalty: 5749.446777
	Iteration 32Q: 3 clusters Score -1.217013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107409 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12170144.000000 Penalty: 5749.446777
	Iteration 33Q: 3 clusters Score -1.217014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107406 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12170152.000000 Penalty: 5749.446777
	Iteration 34Q: 3 clusters Score -1.217015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -12170156.000000 Penalty: 5749.446777
	Iteration 35Q: 3 clusters Score -1.217016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12170152.000000 Penalty: 5749.446777
	Iteration 36Q: 3 clusters Score -1.217015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12170157.000000 Penalty: 5749.446777
	Iteration 37Q: 3 clusters Score -1.217016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107406 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12170163.000000 Penalty: 5749.446777
	Iteration 38Q: 3 clusters Score -1.217016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12170157.000000 Penalty: 5749.446777
	Iteration 39Q: 3 clusters Score -1.217016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107406 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12170158.000000 Penalty: 5749.446777
	Iteration 40F: 3 clusters Score -1.217016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Entering Unmasked Estep 
Score: -1544178.750000 Penalty: 2369.831543
	Iteration 0F: 2 clusters Score -1544179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1533857.750000 Penalty: 4739.663086
	Iteration 0F: 3 clusters Score -1533858 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1537425.500000 Penalty: 4739.663086
	Iteration 1F: 3 clusters Score -1537426 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1538267.875000 Penalty: 4739.663086
	Iteration 2F: 3 clusters Score -1538268 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1539289.000000 Penalty: 4739.663086
	Iteration 3F: 3 clusters Score -1539289 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1540526.500000 Penalty: 4739.663086
	Iteration 4F: 3 clusters Score -1540526 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1541684.250000 Penalty: 4739.663086
	Iteration 5F: 3 clusters Score -1541684 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1542604.375000 Penalty: 4739.663086
	Iteration 6F: 3 clusters Score -1542604 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1543223.375000 Penalty: 4739.663086
	Iteration 7Q: 3 clusters Score -1543223 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1543585.875000 Penalty: 4739.663086
	Iteration 8Q: 3 clusters Score -1543586 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1543785.250000 Penalty: 4739.663086
	Iteration 9Q: 3 clusters Score -1543785 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1543899.125000 Penalty: 4739.663086
	Iteration 10Q: 3 clusters Score -1543899 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1543950.000000 Penalty: 4739.663086
	Iteration 11Q: 3 clusters Score -1543950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1543984.750000 Penalty: 4739.663086
	Iteration 12Q: 3 clusters Score -1543985 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1544007.250000 Penalty: 4739.663086
	Iteration 13Q: 3 clusters Score -1544007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1544023.125000 Penalty: 4739.663086
	Iteration 14Q: 3 clusters Score -1544023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1544030.250000 Penalty: 4739.663086
	Iteration 15Q: 3 clusters Score -1544030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1544034.125000 Penalty: 4739.663086
	Iteration 16Q: 3 clusters Score -1544034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1544038.375000 Penalty: 4739.663086
	Iteration 17Q: 3 clusters Score -1544038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1544045.750000 Penalty: 4739.663086
	Iteration 18Q: 3 clusters Score -1544046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1544049.500000 Penalty: 4739.663086
	Iteration 19Q: 3 clusters Score -1544050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1544056.125000 Penalty: 4739.663086
	Iteration 20F: 3 clusters Score -1544056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1544060.125000 Penalty: 4739.663086
	Iteration 21Q: 3 clusters Score -1544060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1544064.500000 Penalty: 4739.663086
	Iteration 22Q: 3 clusters Score -1544064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1544070.875000 Penalty: 4739.663086
	Iteration 23Q: 3 clusters Score -1544071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1544074.125000 Penalty: 4739.663086
	Iteration 24Q: 3 clusters Score -1544074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1544078.875000 Penalty: 4739.663086
	Iteration 25Q: 3 clusters Score -1544079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1544075.375000 Penalty: 4739.663086
	Iteration 26Q: 3 clusters Score -1544075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1544079.750000 Penalty: 4739.663086
	Iteration 27Q: 3 clusters Score -1544080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1544076.750000 Penalty: 4739.663086
	Iteration 28Q: 3 clusters Score -1544077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1544077.000000 Penalty: 4739.663086
	Iteration 29Q: 3 clusters Score -1544077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1544075.750000 Penalty: 4739.663086
	Iteration 30Q: 3 clusters Score -1544076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1544079.375000 Penalty: 4739.663086
	Iteration 31Q: 3 clusters Score -1544079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1544081.750000 Penalty: 4739.663086
	Iteration 32Q: 3 clusters Score -1544082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1544085.000000 Penalty: 4739.663086
	Iteration 33Q: 3 clusters Score -1544085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1544085.125000 Penalty: 4739.663086
	Iteration 34Q: 3 clusters Score -1544085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1544084.125000 Penalty: 4739.663086
	Iteration 35Q: 3 clusters Score -1544084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1544083.125000 Penalty: 4739.663086
	Iteration 36Q: 3 clusters Score -1544083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1544084.125000 Penalty: 4739.663086
	Iteration 37Q: 3 clusters Score -1544084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1544084.875000 Penalty: 4739.663086
	Iteration 38Q: 3 clusters Score -1544085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1544083.375000 Penalty: 4739.663086
	Iteration 39Q: 3 clusters Score -1544083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1544083.000000 Penalty: 4739.663086
	Iteration 40F: 3 clusters Score -1544083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1544084.500000 Penalty: 4739.663086
	Iteration 41Q: 3 clusters Score -1544084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1544084.500000 Penalty: 4739.663086
	Iteration 42F: 3 clusters Score -1544084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Entering Unmasked Estep 
Score: -5935295.500000 Penalty: 2693.165283
	Iteration 0F: 2 clusters Score -5935296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -5900088.500000 Penalty: 5386.330566
	Iteration 0F: 3 clusters Score -5900088 nChanged 24140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -5913657.000000 Penalty: 5386.330566
	Iteration 1F: 3 clusters Score -5913657 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -5914504.500000 Penalty: 5386.330566
	Iteration 2Q: 3 clusters Score -5914504 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -5915560.000000 Penalty: 5386.330566
	Iteration 3Q: 3 clusters Score -5915560 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -5917169.000000 Penalty: 5386.330566
	Iteration 4F: 3 clusters Score -5917169 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5919567.500000 Penalty: 5386.330566
	Iteration 5F: 3 clusters Score -5919568 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5922804.000000 Penalty: 5386.330566
	Iteration 6F: 3 clusters Score -5922804 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -5926361.000000 Penalty: 5386.330566
	Iteration 7F: 3 clusters Score -5926361 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -5929214.500000 Penalty: 5386.330566
	Iteration 8F: 3 clusters Score -5929214 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -5931079.000000 Penalty: 5386.330566
	Iteration 9Q: 3 clusters Score -5931079 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -5932026.500000 Penalty: 5386.330566
	Iteration 10Q: 3 clusters Score -5932026 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -5932448.000000 Penalty: 5386.330566
	Iteration 11Q: 3 clusters Score -5932448 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -5932628.000000 Penalty: 5386.330566
	Iteration 12Q: 3 clusters Score -5932628 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -5932762.500000 Penalty: 5386.330566
	Iteration 13Q: 3 clusters Score -5932762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -5932839.000000 Penalty: 5386.330566
	Iteration 14Q: 3 clusters Score -5932839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -5932880.000000 Penalty: 5386.330566
	Iteration 15Q: 3 clusters Score -5932880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -5932922.000000 Penalty: 5386.330566
	Iteration 16Q: 3 clusters Score -5932922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -5932928.000000 Penalty: 5386.330566
	Iteration 17Q: 3 clusters Score -5932928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -5932943.000000 Penalty: 5386.330566
	Iteration 18Q: 3 clusters Score -5932943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -5932946.000000 Penalty: 5386.330566
	Iteration 19Q: 3 clusters Score -5932946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -5932954.500000 Penalty: 5386.330566
	Iteration 20F: 3 clusters Score -5932954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -5932954.000000 Penalty: 5386.330566
	Iteration 21Q: 3 clusters Score -5932954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -5932953.500000 Penalty: 5386.330566
	Iteration 22Q: 3 clusters Score -5932954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -5932953.500000 Penalty: 5386.330566
	Iteration 23F: 3 clusters Score -5932954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Entering Unmasked Estep 
Score: -816922.000000 Penalty: 2223.149170
	Iteration 0F: 2 clusters Score -816922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -810631.687500 Penalty: 4446.298340
	Iteration 0F: 3 clusters Score -810631.7 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -812390.687500 Penalty: 4446.298340
	Iteration 1F: 3 clusters Score -812390.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -812749.125000 Penalty: 4446.298340
	Iteration 2F: 3 clusters Score -812749.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -813073.562500 Penalty: 4446.298340
	Iteration 3F: 3 clusters Score -813073.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -813372.812500 Penalty: 4446.298340
	Iteration 4F: 3 clusters Score -813372.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -813658.625000 Penalty: 4446.298340
	Iteration 5Q: 3 clusters Score -813658.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -813888.437500 Penalty: 4446.298340
	Iteration 6Q: 3 clusters Score -813888.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -814061.187500 Penalty: 4446.298340
	Iteration 7Q: 3 clusters Score -814061.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -814193.500000 Penalty: 4446.298340
	Iteration 8Q: 3 clusters Score -814193.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -814292.250000 Penalty: 4446.298340
	Iteration 9Q: 3 clusters Score -814292.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -814388.812500 Penalty: 4446.298340
	Iteration 10Q: 3 clusters Score -814388.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -814479.500000 Penalty: 4446.298340
	Iteration 11Q: 3 clusters Score -814479.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -814591.375000 Penalty: 4446.298340
	Iteration 12Q: 3 clusters Score -814591.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -814717.750000 Penalty: 4446.298340
	Iteration 13Q: 3 clusters Score -814717.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -814841.687500 Penalty: 4446.298340
	Iteration 14Q: 3 clusters Score -814841.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -814971.375000 Penalty: 4446.298340
	Iteration 15Q: 3 clusters Score -814971.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -815100.937500 Penalty: 4446.298340
	Iteration 16Q: 3 clusters Score -815100.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -815241.375000 Penalty: 4446.298340
	Iteration 17Q: 3 clusters Score -815241.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -815349.437500 Penalty: 4446.298340
	Iteration 18Q: 3 clusters Score -815349.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -815423.750000 Penalty: 4446.298340
	Iteration 19Q: 3 clusters Score -815423.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -815489.500000 Penalty: 4446.298340
	Iteration 20F: 3 clusters Score -815489.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -815554.750000 Penalty: 4446.298340
	Iteration 21Q: 3 clusters Score -815554.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -815609.875000 Penalty: 4446.298340
	Iteration 22Q: 3 clusters Score -815609.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -815634.375000 Penalty: 4446.298340
	Iteration 23Q: 3 clusters Score -815634.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -815650.312500 Penalty: 4446.298340
	Iteration 24Q: 3 clusters Score -815650.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -815664.250000 Penalty: 4446.298340
	Iteration 25Q: 3 clusters Score -815664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -815671.625000 Penalty: 4446.298340
	Iteration 26Q: 3 clusters Score -815671.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -815674.812500 Penalty: 4446.298340
	Iteration 27Q: 3 clusters Score -815674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -815678.437500 Penalty: 4446.298340
	Iteration 28Q: 3 clusters Score -815678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -815679.687500 Penalty: 4446.298340
	Iteration 29Q: 3 clusters Score -815679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -815682.500000 Penalty: 4446.298340
	Iteration 30Q: 3 clusters Score -815682.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -815687.500000 Penalty: 4446.298340
	Iteration 31Q: 3 clusters Score -815687.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -815689.500000 Penalty: 4446.298340
	Iteration 32Q: 3 clusters Score -815689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -815691.375000 Penalty: 4446.298340
	Iteration 33Q: 3 clusters Score -815691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -815692.687500 Penalty: 4446.298340
	Iteration 34Q: 3 clusters Score -815692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -815694.937500 Penalty: 4446.298340
	Iteration 35Q: 3 clusters Score -815694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -815695.250000 Penalty: 4446.298340
	Iteration 36Q: 3 clusters Score -815695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -815695.250000 Penalty: 4446.298340
	Iteration 37F: 3 clusters Score -815695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -581494.062500 Penalty: 2145.800781
	Iteration 0F: 2 clusters Score -581494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -576561.125000 Penalty: 4291.601562
	Iteration 0F: 3 clusters Score -576561.1 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -577964.750000 Penalty: 4291.601562
	Iteration 1F: 3 clusters Score -577964.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -578406.937500 Penalty: 4291.601562
	Iteration 2F: 3 clusters Score -578406.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -578798.375000 Penalty: 4291.601562
	Iteration 3F: 3 clusters Score -578798.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -579183.687500 Penalty: 4291.601562
	Iteration 4F: 3 clusters Score -579183.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -579508.125000 Penalty: 4291.601562
	Iteration 5F: 3 clusters Score -579508.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -579783.750000 Penalty: 4291.601562
	Iteration 6F: 3 clusters Score -579783.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -579971.937500 Penalty: 4291.601562
	Iteration 7Q: 3 clusters Score -579971.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -580134.000000 Penalty: 4291.601562
	Iteration 8Q: 3 clusters Score -580134 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -580269.687500 Penalty: 4291.601562
	Iteration 9Q: 3 clusters Score -580269.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -580392.125000 Penalty: 4291.601562
	Iteration 10Q: 3 clusters Score -580392.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -580494.125000 Penalty: 4291.601562
	Iteration 11Q: 3 clusters Score -580494.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -580559.500000 Penalty: 4291.601562
	Iteration 12Q: 3 clusters Score -580559.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -580604.937500 Penalty: 4291.601562
	Iteration 13Q: 3 clusters Score -580604.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -580635.750000 Penalty: 4291.601562
	Iteration 14Q: 3 clusters Score -580635.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -580651.000000 Penalty: 4291.601562
	Iteration 15Q: 3 clusters Score -580651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -580658.250000 Penalty: 4291.601562
	Iteration 16Q: 3 clusters Score -580658.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -580664.687500 Penalty: 4291.601562
	Iteration 17Q: 3 clusters Score -580664.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -580668.500000 Penalty: 4291.601562
	Iteration 18Q: 3 clusters Score -580668.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -580674.312500 Penalty: 4291.601562
	Iteration 19Q: 3 clusters Score -580674.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -580680.187500 Penalty: 4291.601562
	Iteration 20F: 3 clusters Score -580680.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -580688.437500 Penalty: 4291.601562
	Iteration 21Q: 3 clusters Score -580688.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -580694.500000 Penalty: 4291.601562
	Iteration 22Q: 3 clusters Score -580694.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -580701.687500 Penalty: 4291.601562
	Iteration 23Q: 3 clusters Score -580701.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -580710.375000 Penalty: 4291.601562
	Iteration 24Q: 3 clusters Score -580710.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -580716.125000 Penalty: 4291.601562
	Iteration 25Q: 3 clusters Score -580716.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -580722.687500 Penalty: 4291.601562
	Iteration 26Q: 3 clusters Score -580722.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -580730.312500 Penalty: 4291.601562
	Iteration 27Q: 3 clusters Score -580730.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -580734.437500 Penalty: 4291.601562
	Iteration 28Q: 3 clusters Score -580734.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -580737.187500 Penalty: 4291.601562
	Iteration 29Q: 3 clusters Score -580737.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -580740.437500 Penalty: 4291.601562
	Iteration 30Q: 3 clusters Score -580740.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -580744.312500 Penalty: 4291.601562
	Iteration 31Q: 3 clusters Score -580744.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -580746.625000 Penalty: 4291.601562
	Iteration 32Q: 3 clusters Score -580746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -580749.812500 Penalty: 4291.601562
	Iteration 33Q: 3 clusters Score -580749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -580753.375000 Penalty: 4291.601562
	Iteration 34Q: 3 clusters Score -580753.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -580758.125000 Penalty: 4291.601562
	Iteration 35Q: 3 clusters Score -580758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -580760.750000 Penalty: 4291.601562
	Iteration 36Q: 3 clusters Score -580760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -580761.250000 Penalty: 4291.601562
	Iteration 37Q: 3 clusters Score -580761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -580762.500000 Penalty: 4291.601562
	Iteration 38Q: 3 clusters Score -580762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -580763.750000 Penalty: 4291.601562
	Iteration 39Q: 3 clusters Score -580763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -580764.062500 Penalty: 4291.601562
	Iteration 40F: 3 clusters Score -580764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -580765.625000 Penalty: 4291.601562
	Iteration 41Q: 3 clusters Score -580765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -580765.687500 Penalty: 4291.601562
	Iteration 42Q: 3 clusters Score -580765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -580765.437500 Penalty: 4291.601562
	Iteration 43Q: 3 clusters Score -580765.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -580765.437500 Penalty: 4291.601562
	Iteration 44F: 3 clusters Score -580765.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Entering Unmasked Estep 
Score: -1234219.000000 Penalty: 2321.378418
	Iteration 0F: 2 clusters Score -1234219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1225524.875000 Penalty: 4642.756836
	Iteration 0F: 3 clusters Score -1225525 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1228265.875000 Penalty: 4642.756836
	Iteration 1F: 3 clusters Score -1228266 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1228620.000000 Penalty: 4642.756836
	Iteration 2F: 3 clusters Score -1228620 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1228887.500000 Penalty: 4642.756836
	Iteration 3Q: 3 clusters Score -1228888 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1229136.250000 Penalty: 4642.756836
	Iteration 4Q: 3 clusters Score -1229136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1229356.750000 Penalty: 4642.756836
	Iteration 5Q: 3 clusters Score -1229357 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1229602.125000 Penalty: 4642.756836
	Iteration 6Q: 3 clusters Score -1229602 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1229884.125000 Penalty: 4642.756836
	Iteration 7Q: 3 clusters Score -1229884 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1230192.750000 Penalty: 4642.756836
	Iteration 8Q: 3 clusters Score -1230193 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1230557.250000 Penalty: 4642.756836
	Iteration 9Q: 3 clusters Score -1230557 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1230893.750000 Penalty: 4642.756836
	Iteration 10Q: 3 clusters Score -1230894 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1231205.250000 Penalty: 4642.756836
	Iteration 11Q: 3 clusters Score -1231205 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1231500.125000 Penalty: 4642.756836
	Iteration 12Q: 3 clusters Score -1231500 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1231689.000000 Penalty: 4642.756836
	Iteration 13Q: 3 clusters Score -1231689 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1231827.500000 Penalty: 4642.756836
	Iteration 14Q: 3 clusters Score -1231828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1231930.625000 Penalty: 4642.756836
	Iteration 15Q: 3 clusters Score -1231931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1231996.625000 Penalty: 4642.756836
	Iteration 16Q: 3 clusters Score -1231997 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1232067.250000 Penalty: 4642.756836
	Iteration 17Q: 3 clusters Score -1232067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1232121.000000 Penalty: 4642.756836
	Iteration 18Q: 3 clusters Score -1232121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1232162.375000 Penalty: 4642.756836
	Iteration 19Q: 3 clusters Score -1232162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1232202.000000 Penalty: 4642.756836
	Iteration 20F: 3 clusters Score -1232202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1232223.500000 Penalty: 4642.756836
	Iteration 21Q: 3 clusters Score -1232224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1232238.750000 Penalty: 4642.756836
	Iteration 22Q: 3 clusters Score -1232239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1232253.875000 Penalty: 4642.756836
	Iteration 23Q: 3 clusters Score -1232254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1232269.500000 Penalty: 4642.756836
	Iteration 24Q: 3 clusters Score -1232270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1232283.500000 Penalty: 4642.756836
	Iteration 25Q: 3 clusters Score -1232284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1232293.375000 Penalty: 4642.756836
	Iteration 26Q: 3 clusters Score -1232293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1232298.500000 Penalty: 4642.756836
	Iteration 27Q: 3 clusters Score -1232298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1232302.500000 Penalty: 4642.756836
	Iteration 28Q: 3 clusters Score -1232302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1232305.000000 Penalty: 4642.756836
	Iteration 29Q: 3 clusters Score -1232305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1232309.000000 Penalty: 4642.756836
	Iteration 30Q: 3 clusters Score -1232309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1232312.375000 Penalty: 4642.756836
	Iteration 31Q: 3 clusters Score -1232312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1232312.750000 Penalty: 4642.756836
	Iteration 32Q: 3 clusters Score -1232313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1232312.750000 Penalty: 4642.756836
	Iteration 33F: 3 clusters Score -1232313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Entering Unmasked Estep 
Score: -14535037.000000 Penalty: 2918.273926
	Iteration 0F: 2 clusters Score -1.453504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -14448949.000000 Penalty: 5836.547852
	Iteration 0F: 3 clusters Score -1.444895e+07 nChanged 61320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -14484662.000000 Penalty: 5836.547852
	Iteration 1F: 3 clusters Score -1.448466e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -14485929.000000 Penalty: 5836.547852
	Iteration 2Q: 3 clusters Score -1.448593e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -14487553.000000 Penalty: 5836.547852
	Iteration 3Q: 3 clusters Score -1.448755e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -14489882.000000 Penalty: 5836.547852
	Iteration 4Q: 3 clusters Score -1.448988e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -14493186.000000 Penalty: 5836.547852
	Iteration 5F: 3 clusters Score -1.449319e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -14497674.000000 Penalty: 5836.547852
	Iteration 6F: 3 clusters Score -1.449767e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -14503578.000000 Penalty: 5836.547852
	Iteration 7F: 3 clusters Score -1.450358e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -14510281.000000 Penalty: 5836.547852
	Iteration 8F: 3 clusters Score -1.451028e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -14516176.000000 Penalty: 5836.547852
	Iteration 9F: 3 clusters Score -1.451618e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -14520439.000000 Penalty: 5836.547852
	Iteration 10Q: 3 clusters Score -1.452044e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -14523449.000000 Penalty: 5836.547852
	Iteration 11Q: 3 clusters Score -1.452345e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 115344 members 
Entering Unmasked Estep 
Score: -14525698.000000 Penalty: 5836.547852
	Iteration 12Q: 3 clusters Score -1.45257e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 118048 members 
Entering Unmasked Estep 
Score: -14527492.000000 Penalty: 5836.547852
	Iteration 13Q: 3 clusters Score -1.452749e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 120267 members 
Entering Unmasked Estep 
Score: -14528881.000000 Penalty: 5836.547852
	Iteration 14Q: 3 clusters Score -1.452888e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 122027 members 
Entering Unmasked Estep 
Score: -14530077.000000 Penalty: 5836.547852
	Iteration 15Q: 3 clusters Score -1.453008e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 123397 members 
Entering Unmasked Estep 
Score: -14530990.000000 Penalty: 5836.547852
	Iteration 16Q: 3 clusters Score -1.453099e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 124461 members 
Entering Unmasked Estep 
Score: -14531730.000000 Penalty: 5836.547852
	Iteration 17Q: 3 clusters Score -1.453173e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 125211 members 
Entering Unmasked Estep 
Score: -14532264.000000 Penalty: 5836.547852
	Iteration 18Q: 3 clusters Score -1.453226e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 125762 members 
Entering Unmasked Estep 
Score: -14532626.000000 Penalty: 5836.547852
	Iteration 19Q: 3 clusters Score -1.453263e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 126120 members 
Entering Unmasked Estep 
Score: -14532824.000000 Penalty: 5836.547852
	Iteration 20F: 3 clusters Score -1.453282e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 126380 members 
Entering Unmasked Estep 
Score: -14532947.000000 Penalty: 5836.547852
	Iteration 21Q: 3 clusters Score -1.453295e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 126580 members 
Entering Unmasked Estep 
Score: -14533013.000000 Penalty: 5836.547852
	Iteration 22Q: 3 clusters Score -1.453301e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 126748 members 
Entering Unmasked Estep 
Score: -14533081.000000 Penalty: 5836.547852
	Iteration 23Q: 3 clusters Score -1.453308e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 126862 members 
Entering Unmasked Estep 
Score: -14533126.000000 Penalty: 5836.547852
	Iteration 24Q: 3 clusters Score -1.453313e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 126948 members 
Entering Unmasked Estep 
Score: -14533178.000000 Penalty: 5836.547852
	Iteration 25Q: 3 clusters Score -1.453318e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 127036 members 
Entering Unmasked Estep 
Score: -14533192.000000 Penalty: 5836.547852
	Iteration 26Q: 3 clusters Score -1.453319e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -14533229.000000 Penalty: 5836.547852
	Iteration 27Q: 3 clusters Score -1.453323e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 127176 members 
Entering Unmasked Estep 
Score: -14533240.000000 Penalty: 5836.547852
	Iteration 28Q: 3 clusters Score -1.453324e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 127239 members 
Entering Unmasked Estep 
Score: -14533269.000000 Penalty: 5836.547852
	Iteration 29Q: 3 clusters Score -1.453327e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 127286 members 
Entering Unmasked Estep 
Score: -14533280.000000 Penalty: 5836.547852
	Iteration 30Q: 3 clusters Score -1.453328e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 127329 members 
Entering Unmasked Estep 
Score: -14533303.000000 Penalty: 5836.547852
	Iteration 31Q: 3 clusters Score -1.45333e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 127367 members 
Entering Unmasked Estep 
Score: -14533339.000000 Penalty: 5836.547852
	Iteration 32Q: 3 clusters Score -1.453334e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 127396 members 
Entering Unmasked Estep 
Score: -14533347.000000 Penalty: 5836.547852
	Iteration 33Q: 3 clusters Score -1.453335e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 127416 members 
Entering Unmasked Estep 
Score: -14533369.000000 Penalty: 5836.547852
	Iteration 34Q: 3 clusters Score -1.453337e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 127439 members 
Entering Unmasked Estep 
Score: -14533396.000000 Penalty: 5836.547852
	Iteration 35Q: 3 clusters Score -1.45334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -14533397.000000 Penalty: 5836.547852
	Iteration 36Q: 3 clusters Score -1.45334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 127476 members 
Entering Unmasked Estep 
Score: -14533414.000000 Penalty: 5836.547852
	Iteration 37Q: 3 clusters Score -1.453341e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -14533419.000000 Penalty: 5836.547852
	Iteration 38Q: 3 clusters Score -1.453342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
Score: -14533423.000000 Penalty: 5836.547852
	Iteration 39Q: 3 clusters Score -1.453342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 127527 members 
Entering Unmasked Estep 
Score: -14533435.000000 Penalty: 5836.547852
	Iteration 40F: 3 clusters Score -1.453344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -14533454.000000 Penalty: 5836.547852
	Iteration 41Q: 3 clusters Score -1.453345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 127545 members 
Entering Unmasked Estep 
Score: -14533437.000000 Penalty: 5836.547852
	Iteration 42Q: 3 clusters Score -1.453344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 127551 members 
Entering Unmasked Estep 
Score: -14533441.000000 Penalty: 5836.547852
	Iteration 43Q: 3 clusters Score -1.453344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 127559 members 
Entering Unmasked Estep 
Score: -14533445.000000 Penalty: 5836.547852
	Iteration 44Q: 3 clusters Score -1.453344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 127571 members 
Entering Unmasked Estep 
Score: -14533439.000000 Penalty: 5836.547852
	Iteration 45Q: 3 clusters Score -1.453344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 127578 members 
Entering Unmasked Estep 
Score: -14533449.000000 Penalty: 5836.547852
	Iteration 46Q: 3 clusters Score -1.453345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 127586 members 
Entering Unmasked Estep 
Score: -14533456.000000 Penalty: 5836.547852
	Iteration 47Q: 3 clusters Score -1.453346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -14533474.000000 Penalty: 5836.547852
	Iteration 48Q: 3 clusters Score -1.453347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 127605 members 
Entering Unmasked Estep 
Score: -14533480.000000 Penalty: 5836.547852
	Iteration 49Q: 3 clusters Score -1.453348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 127613 members 
Entering Unmasked Estep 
Score: -14533475.000000 Penalty: 5836.547852
	Iteration 50Q: 3 clusters Score -1.453348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 127625 members 
Entering Unmasked Estep 
Score: -14533490.000000 Penalty: 5836.547852
	Iteration 51Q: 3 clusters Score -1.453349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 127633 members 
Entering Unmasked Estep 
Score: -14533479.000000 Penalty: 5836.547852
	Iteration 52Q: 3 clusters Score -1.453348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 127641 members 
Entering Unmasked Estep 
Score: -14533492.000000 Penalty: 5836.547852
	Iteration 53Q: 3 clusters Score -1.453349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 127645 members 
Entering Unmasked Estep 
Score: -14533489.000000 Penalty: 5836.547852
	Iteration 54Q: 3 clusters Score -1.453349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 127646 members 
Entering Unmasked Estep 
Score: -14533489.000000 Penalty: 5836.547852
	Iteration 55Q: 3 clusters Score -1.453349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -14533500.000000 Penalty: 5836.547852
	Iteration 56Q: 3 clusters Score -1.45335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 127655 members 
Entering Unmasked Estep 
Score: -14533510.000000 Penalty: 5836.547852
	Iteration 57Q: 3 clusters Score -1.453351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 127659 members 
Entering Unmasked Estep 
Score: -14533504.000000 Penalty: 5836.547852
	Iteration 58Q: 3 clusters Score -1.45335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 127663 members 
Entering Unmasked Estep 
Score: -14533514.000000 Penalty: 5836.547852
	Iteration 59Q: 3 clusters Score -1.453351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 127665 members 
Entering Unmasked Estep 
Score: -14533517.000000 Penalty: 5836.547852
	Iteration 60F: 3 clusters Score -1.453352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 127666 members 
Entering Unmasked Estep 
Score: -14533513.000000 Penalty: 5836.547852
	Iteration 61Q: 3 clusters Score -1.453351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 127667 members 
Entering Unmasked Estep 
Score: -14533507.000000 Penalty: 5836.547852
	Iteration 62Q: 3 clusters Score -1.453351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 127668 members 
Entering Unmasked Estep 
Score: -14533514.000000 Penalty: 5836.547852
	Iteration 63Q: 3 clusters Score -1.453351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 127671 members 
Entering Unmasked Estep 
Score: -14533540.000000 Penalty: 5836.547852
	Iteration 64Q: 3 clusters Score -1.453354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 127676 members 
Entering Unmasked Estep 
Score: -14533524.000000 Penalty: 5836.547852
	Iteration 65Q: 3 clusters Score -1.453352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 127684 members 
Entering Unmasked Estep 
Score: -14533511.000000 Penalty: 5836.547852
	Iteration 66Q: 3 clusters Score -1.453351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 127687 members 
Entering Unmasked Estep 
Score: -14533515.000000 Penalty: 5836.547852
	Iteration 67Q: 3 clusters Score -1.453352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 127690 members 
Entering Unmasked Estep 
Score: -14533517.000000 Penalty: 5836.547852
	Iteration 68Q: 3 clusters Score -1.453352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 127690 members 
Entering Unmasked Estep 
Score: -14533517.000000 Penalty: 5836.547852
	Iteration 69F: 3 clusters Score -1.453352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213199 members 
Entering Unmasked Estep 
Score: -24473578.000000 Penalty: 3042.955322
	Iteration 0F: 2 clusters Score -2.447358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -24351582.000000 Penalty: 6085.910645
	Iteration 0F: 3 clusters Score -2.435158e+07 nChanged 102179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 114201 members 
Entering Unmasked Estep 
Score: -24410778.000000 Penalty: 6085.910645
	Iteration 1F: 3 clusters Score -2.441078e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -24412290.000000 Penalty: 6085.910645
	Iteration 2Q: 3 clusters Score -2.441229e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 126298 members 
Entering Unmasked Estep 
Score: -24415060.000000 Penalty: 6085.910645
	Iteration 3Q: 3 clusters Score -2.441506e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 138047 members 
Entering Unmasked Estep 
Score: -24421126.000000 Penalty: 6085.910645
	Iteration 4F: 3 clusters Score -2.442113e+07 nChanged 16873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 154838 members 
Entering Unmasked Estep 
Score: -24433116.000000 Penalty: 6085.910645
	Iteration 5F: 3 clusters Score -2.443312e+07 nChanged 21050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 175866 members 
Entering Unmasked Estep 
Score: -24447638.000000 Penalty: 6085.910645
	Iteration 6F: 3 clusters Score -2.444764e+07 nChanged 19185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 195035 members 
Entering Unmasked Estep 
Score: -24458658.000000 Penalty: 6085.910645
	Iteration 7F: 3 clusters Score -2.445866e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 206214 members 
Entering Unmasked Estep 
Score: -24465508.000000 Penalty: 6085.910645
	Iteration 8F: 3 clusters Score -2.446551e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 210929 members 
Entering Unmasked Estep 
Score: -24468950.000000 Penalty: 6085.910645
	Iteration 9Q: 3 clusters Score -2.446895e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 212406 members 
Entering Unmasked Estep 
Score: -24470152.000000 Penalty: 6085.910645
	Iteration 10Q: 3 clusters Score -2.447015e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 212778 members 
Entering Unmasked Estep 
Score: -24470522.000000 Penalty: 6085.910645
	Iteration 11Q: 3 clusters Score -2.447052e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212872 members 
Entering Unmasked Estep 
Score: -24470668.000000 Penalty: 6085.910645
	Iteration 12Q: 3 clusters Score -2.447067e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 212917 members 
Entering Unmasked Estep 
Score: -24470764.000000 Penalty: 6085.910645
	Iteration 13Q: 3 clusters Score -2.447076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 212937 members 
Entering Unmasked Estep 
Score: -24470806.000000 Penalty: 6085.910645
	Iteration 14Q: 3 clusters Score -2.447081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 212950 members 
Entering Unmasked Estep 
Score: -24470840.000000 Penalty: 6085.910645
	Iteration 15Q: 3 clusters Score -2.447084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212952 members 
Entering Unmasked Estep 
Score: -24470858.000000 Penalty: 6085.910645
	Iteration 16Q: 3 clusters Score -2.447086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212952 members 
Entering Unmasked Estep 
Score: -24470880.000000 Penalty: 6085.910645
	Iteration 17Q: 3 clusters Score -2.447088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 212953 members 
Entering Unmasked Estep 
Score: -24470862.000000 Penalty: 6085.910645
	Iteration 18Q: 3 clusters Score -2.447086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 212953 members 
Entering Unmasked Estep 
Score: -24470868.000000 Penalty: 6085.910645
	Iteration 19Q: 3 clusters Score -2.447087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 212954 members 
Entering Unmasked Estep 
Score: -24470858.000000 Penalty: 6085.910645
	Iteration 20F: 3 clusters Score -2.447086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 212953 members 
Entering Unmasked Estep 
Score: -24470856.000000 Penalty: 6085.910645
	Iteration 21Q: 3 clusters Score -2.447086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 212953 members 
Entering Unmasked Estep 
Score: -24470856.000000 Penalty: 6085.910645
	Iteration 22F: 3 clusters Score -2.447086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 369 members 
Entering Unmasked Estep 
Score: -73530.429688 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73530.43 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73722.757812 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73722.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73824.164062 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -73824.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73862.898438 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73862.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73883.742188 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73883.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73895.757812 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73895.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73899.054688 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73899.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73899.054688 Penalty: 3267.424805
	Iteration 7F: 3 clusters Score -73899.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -1191639.625000 Penalty: 2301.406738
	Iteration 0F: 2 clusters Score -1191640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1183487.250000 Penalty: 4602.813477
	Iteration 0F: 3 clusters Score -1183487 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1185894.500000 Penalty: 4602.813477
	Iteration 1F: 3 clusters Score -1185894 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1186288.875000 Penalty: 4602.813477
	Iteration 2F: 3 clusters Score -1186289 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1186665.125000 Penalty: 4602.813477
	Iteration 3F: 3 clusters Score -1186665 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1187098.500000 Penalty: 4602.813477
	Iteration 4F: 3 clusters Score -1187098 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1187545.250000 Penalty: 4602.813477
	Iteration 5F: 3 clusters Score -1187545 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1187948.625000 Penalty: 4602.813477
	Iteration 6F: 3 clusters Score -1187949 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1188282.250000 Penalty: 4602.813477
	Iteration 7Q: 3 clusters Score -1188282 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1188581.875000 Penalty: 4602.813477
	Iteration 8Q: 3 clusters Score -1188582 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1188875.000000 Penalty: 4602.813477
	Iteration 9Q: 3 clusters Score -1188875 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1189163.625000 Penalty: 4602.813477
	Iteration 10Q: 3 clusters Score -1189164 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1189431.125000 Penalty: 4602.813477
	Iteration 11Q: 3 clusters Score -1189431 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1189658.125000 Penalty: 4602.813477
	Iteration 12Q: 3 clusters Score -1189658 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1189818.000000 Penalty: 4602.813477
	Iteration 13Q: 3 clusters Score -1189818 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1189935.250000 Penalty: 4602.813477
	Iteration 14Q: 3 clusters Score -1189935 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1190043.500000 Penalty: 4602.813477
	Iteration 15Q: 3 clusters Score -1190044 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1190135.625000 Penalty: 4602.813477
	Iteration 16Q: 3 clusters Score -1190136 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1190214.250000 Penalty: 4602.813477
	Iteration 17Q: 3 clusters Score -1190214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1190290.250000 Penalty: 4602.813477
	Iteration 18Q: 3 clusters Score -1190290 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1190360.125000 Penalty: 4602.813477
	Iteration 19Q: 3 clusters Score -1190360 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1190430.750000 Penalty: 4602.813477
	Iteration 20F: 3 clusters Score -1190431 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1190500.500000 Penalty: 4602.813477
	Iteration 21Q: 3 clusters Score -1190500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1190577.250000 Penalty: 4602.813477
	Iteration 22Q: 3 clusters Score -1190577 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1190667.750000 Penalty: 4602.813477
	Iteration 23Q: 3 clusters Score -1190668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1190756.375000 Penalty: 4602.813477
	Iteration 24Q: 3 clusters Score -1190756 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1190861.875000 Penalty: 4602.813477
	Iteration 25Q: 3 clusters Score -1190862 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1190972.625000 Penalty: 4602.813477
	Iteration 26Q: 3 clusters Score -1190973 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1191093.000000 Penalty: 4602.813477
	Iteration 27Q: 3 clusters Score -1191093 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1191215.875000 Penalty: 4602.813477
	Iteration 28Q: 3 clusters Score -1191216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1191302.500000 Penalty: 4602.813477
	Iteration 29Q: 3 clusters Score -1191302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1191354.375000 Penalty: 4602.813477
	Iteration 30Q: 3 clusters Score -1191354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1191378.375000 Penalty: 4602.813477
	Iteration 31Q: 3 clusters Score -1191378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1191397.250000 Penalty: 4602.813477
	Iteration 32Q: 3 clusters Score -1191397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1191417.000000 Penalty: 4602.813477
	Iteration 33Q: 3 clusters Score -1191417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1191424.000000 Penalty: 4602.813477
	Iteration 34Q: 3 clusters Score -1191424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1191426.750000 Penalty: 4602.813477
	Iteration 35Q: 3 clusters Score -1191427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1191429.000000 Penalty: 4602.813477
	Iteration 36Q: 3 clusters Score -1191429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1191432.500000 Penalty: 4602.813477
	Iteration 37Q: 3 clusters Score -1191432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1191433.750000 Penalty: 4602.813477
	Iteration 38Q: 3 clusters Score -1191434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1191433.750000 Penalty: 4602.813477
	Iteration 39F: 3 clusters Score -1191434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Entering Unmasked Estep 
Score: -1064580.500000 Penalty: 2288.515625
	Iteration 0F: 2 clusters Score -1064580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1056748.500000 Penalty: 4577.031250
	Iteration 0F: 3 clusters Score -1056748 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1059238.125000 Penalty: 4577.031250
	Iteration 1F: 3 clusters Score -1059238 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1059783.625000 Penalty: 4577.031250
	Iteration 2F: 3 clusters Score -1059784 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1060307.875000 Penalty: 4577.031250
	Iteration 3F: 3 clusters Score -1060308 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1060923.000000 Penalty: 4577.031250
	Iteration 4F: 3 clusters Score -1060923 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1061527.625000 Penalty: 4577.031250
	Iteration 5F: 3 clusters Score -1061528 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1061924.250000 Penalty: 4577.031250
	Iteration 6F: 3 clusters Score -1061924 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1062206.125000 Penalty: 4577.031250
	Iteration 7Q: 3 clusters Score -1062206 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1062416.375000 Penalty: 4577.031250
	Iteration 8Q: 3 clusters Score -1062416 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1062557.250000 Penalty: 4577.031250
	Iteration 9Q: 3 clusters Score -1062557 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1062638.625000 Penalty: 4577.031250
	Iteration 10Q: 3 clusters Score -1062639 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1062704.500000 Penalty: 4577.031250
	Iteration 11Q: 3 clusters Score -1062704 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1062763.250000 Penalty: 4577.031250
	Iteration 12Q: 3 clusters Score -1062763 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1062811.750000 Penalty: 4577.031250
	Iteration 13Q: 3 clusters Score -1062812 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1062864.625000 Penalty: 4577.031250
	Iteration 14Q: 3 clusters Score -1062865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1062915.500000 Penalty: 4577.031250
	Iteration 15Q: 3 clusters Score -1062916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1062961.625000 Penalty: 4577.031250
	Iteration 16Q: 3 clusters Score -1062962 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1063008.500000 Penalty: 4577.031250
	Iteration 17Q: 3 clusters Score -1063008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1063050.000000 Penalty: 4577.031250
	Iteration 18Q: 3 clusters Score -1063050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1063084.500000 Penalty: 4577.031250
	Iteration 19Q: 3 clusters Score -1063084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1063114.875000 Penalty: 4577.031250
	Iteration 20F: 3 clusters Score -1063115 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1063145.125000 Penalty: 4577.031250
	Iteration 21Q: 3 clusters Score -1063145 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1063169.875000 Penalty: 4577.031250
	Iteration 22Q: 3 clusters Score -1063170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1063193.125000 Penalty: 4577.031250
	Iteration 23Q: 3 clusters Score -1063193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1063207.750000 Penalty: 4577.031250
	Iteration 24Q: 3 clusters Score -1063208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1063212.250000 Penalty: 4577.031250
	Iteration 25Q: 3 clusters Score -1063212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1063221.250000 Penalty: 4577.031250
	Iteration 26Q: 3 clusters Score -1063221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1063230.750000 Penalty: 4577.031250
	Iteration 27Q: 3 clusters Score -1063231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1063234.250000 Penalty: 4577.031250
	Iteration 28Q: 3 clusters Score -1063234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1063245.000000 Penalty: 4577.031250
	Iteration 29Q: 3 clusters Score -1063245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1063250.500000 Penalty: 4577.031250
	Iteration 30Q: 3 clusters Score -1063250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1063255.875000 Penalty: 4577.031250
	Iteration 31Q: 3 clusters Score -1063256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1063259.000000 Penalty: 4577.031250
	Iteration 32Q: 3 clusters Score -1063259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1063260.250000 Penalty: 4577.031250
	Iteration 33Q: 3 clusters Score -1063260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1063259.250000 Penalty: 4577.031250
	Iteration 34Q: 3 clusters Score -1063259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1063260.375000 Penalty: 4577.031250
	Iteration 35Q: 3 clusters Score -1063260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1063261.750000 Penalty: 4577.031250
	Iteration 36Q: 3 clusters Score -1063262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1063262.500000 Penalty: 4577.031250
	Iteration 37Q: 3 clusters Score -1063262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1063262.625000 Penalty: 4577.031250
	Iteration 38Q: 3 clusters Score -1063263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1063263.375000 Penalty: 4577.031250
	Iteration 39Q: 3 clusters Score -1063263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1063263.000000 Penalty: 4577.031250
	Iteration 40F: 3 clusters Score -1063263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -1506302.625000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -1506303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1496295.000000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -1496295 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1499591.625000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -1499592 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1500062.250000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -1500062 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1500520.625000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -1500521 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1500979.875000 Penalty: 4722.879395
	Iteration 4F: 3 clusters Score -1500980 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1501454.125000 Penalty: 4722.879395
	Iteration 5F: 3 clusters Score -1501454 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1501939.750000 Penalty: 4722.879395
	Iteration 6F: 3 clusters Score -1501940 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1502394.250000 Penalty: 4722.879395
	Iteration 7F: 3 clusters Score -1502394 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1502719.000000 Penalty: 4722.879395
	Iteration 8Q: 3 clusters Score -1502719 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1502961.875000 Penalty: 4722.879395
	Iteration 9Q: 3 clusters Score -1502962 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1503169.875000 Penalty: 4722.879395
	Iteration 10Q: 3 clusters Score -1503170 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1503353.125000 Penalty: 4722.879395
	Iteration 11Q: 3 clusters Score -1503353 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1503511.625000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -1503512 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1503656.500000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -1503656 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1503815.000000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -1503815 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1503972.625000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -1503973 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1504140.375000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -1504140 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1504282.625000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -1504283 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1504394.375000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -1504394 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1504470.250000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -1504470 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1504522.875000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -1504523 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1504571.125000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -1504571 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1504616.625000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -1504617 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1504644.000000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -1504644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1504681.000000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -1504681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1504710.625000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -1504711 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1504747.625000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -1504748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1504782.125000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -1504782 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1504819.500000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -1504820 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1504868.250000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -1504868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1504906.000000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -1504906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1504943.875000 Penalty: 4722.879395
	Iteration 31Q: 3 clusters Score -1504944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1504988.625000 Penalty: 4722.879395
	Iteration 32Q: 3 clusters Score -1504989 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1505019.750000 Penalty: 4722.879395
	Iteration 33Q: 3 clusters Score -1505020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1505052.750000 Penalty: 4722.879395
	Iteration 34Q: 3 clusters Score -1505053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1505078.625000 Penalty: 4722.879395
	Iteration 35Q: 3 clusters Score -1505079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1505109.500000 Penalty: 4722.879395
	Iteration 36Q: 3 clusters Score -1505110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1505131.625000 Penalty: 4722.879395
	Iteration 37Q: 3 clusters Score -1505132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1505154.625000 Penalty: 4722.879395
	Iteration 38Q: 3 clusters Score -1505155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1505180.875000 Penalty: 4722.879395
	Iteration 39Q: 3 clusters Score -1505181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1505201.125000 Penalty: 4722.879395
	Iteration 40F: 3 clusters Score -1505201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1505218.625000 Penalty: 4722.879395
	Iteration 41Q: 3 clusters Score -1505219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1505226.625000 Penalty: 4722.879395
	Iteration 42Q: 3 clusters Score -1505227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1505233.250000 Penalty: 4722.879395
	Iteration 43Q: 3 clusters Score -1505233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1505233.750000 Penalty: 4722.879395
	Iteration 44Q: 3 clusters Score -1505234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1505241.000000 Penalty: 4722.879395
	Iteration 45Q: 3 clusters Score -1505241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1505244.750000 Penalty: 4722.879395
	Iteration 46Q: 3 clusters Score -1505245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1505242.250000 Penalty: 4722.879395
	Iteration 47Q: 3 clusters Score -1505242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1505243.250000 Penalty: 4722.879395
	Iteration 48Q: 3 clusters Score -1505243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1505247.750000 Penalty: 4722.879395
	Iteration 49Q: 3 clusters Score -1505248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1505251.375000 Penalty: 4722.879395
	Iteration 50Q: 3 clusters Score -1505251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1505252.375000 Penalty: 4722.879395
	Iteration 51Q: 3 clusters Score -1505252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1505250.375000 Penalty: 4722.879395
	Iteration 52Q: 3 clusters Score -1505250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1505253.500000 Penalty: 4722.879395
	Iteration 53Q: 3 clusters Score -1505254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1505255.375000 Penalty: 4722.879395
	Iteration 54Q: 3 clusters Score -1505255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1505254.625000 Penalty: 4722.879395
	Iteration 55Q: 3 clusters Score -1505255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1505254.250000 Penalty: 4722.879395
	Iteration 56Q: 3 clusters Score -1505254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1505254.750000 Penalty: 4722.879395
	Iteration 57Q: 3 clusters Score -1505255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1505256.750000 Penalty: 4722.879395
	Iteration 58Q: 3 clusters Score -1505257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1505256.750000 Penalty: 4722.879395
	Iteration 59F: 3 clusters Score -1505257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -396603.906250 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -396603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -392970.625000 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -392970.6 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -393951.218750 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -393951.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -394369.218750 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -394369.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -394944.687500 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -394944.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -395547.062500 Penalty: 4071.546875
	Iteration 4F: 3 clusters Score -395547.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -396001.468750 Penalty: 4071.546875
	Iteration 5F: 3 clusters Score -396001.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -396245.187500 Penalty: 4071.546875
	Iteration 6F: 3 clusters Score -396245.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -396359.968750 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -396360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -396426.718750 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -396426.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -396477.906250 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -396477.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -396501.531250 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -396501.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -396515.968750 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -396516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -396521.281250 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -396521.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -396523.625000 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -396523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -396525.062500 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -396525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -396525.218750 Penalty: 4071.546875
	Iteration 15Q: 3 clusters Score -396525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -396526.000000 Penalty: 4071.546875
	Iteration 16Q: 3 clusters Score -396526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -396527.343750 Penalty: 4071.546875
	Iteration 17Q: 3 clusters Score -396527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -396530.250000 Penalty: 4071.546875
	Iteration 18Q: 3 clusters Score -396530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -396532.468750 Penalty: 4071.546875
	Iteration 19Q: 3 clusters Score -396532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -396533.500000 Penalty: 4071.546875
	Iteration 20F: 3 clusters Score -396533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -396534.843750 Penalty: 4071.546875
	Iteration 21Q: 3 clusters Score -396534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -396536.125000 Penalty: 4071.546875
	Iteration 22Q: 3 clusters Score -396536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -396537.375000 Penalty: 4071.546875
	Iteration 23Q: 3 clusters Score -396537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -396538.312500 Penalty: 4071.546875
	Iteration 24Q: 3 clusters Score -396538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -396538.312500 Penalty: 4071.546875
	Iteration 25F: 3 clusters Score -396538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Entering Unmasked Estep 
Score: -5189310.000000 Penalty: 2662.032471
	Iteration 0F: 2 clusters Score -5189310 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 22987 members 
Entering Unmasked Estep 
Score: -5158178.000000 Penalty: 5324.064941
	Iteration 0F: 3 clusters Score -5158178 nChanged 21131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5169716.500000 Penalty: 5324.064941
	Iteration 1F: 3 clusters Score -5169716 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -5170347.500000 Penalty: 5324.064941
	Iteration 2Q: 3 clusters Score -5170348 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -5170995.000000 Penalty: 5324.064941
	Iteration 3Q: 3 clusters Score -5170995 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -5171697.500000 Penalty: 5324.064941
	Iteration 4Q: 3 clusters Score -5171698 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -5172650.000000 Penalty: 5324.064941
	Iteration 5Q: 3 clusters Score -5172650 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -5174081.500000 Penalty: 5324.064941
	Iteration 6F: 3 clusters Score -5174082 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -5176133.000000 Penalty: 5324.064941
	Iteration 7F: 3 clusters Score -5176133 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5178931.500000 Penalty: 5324.064941
	Iteration 8F: 3 clusters Score -5178932 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5181656.000000 Penalty: 5324.064941
	Iteration 9F: 3 clusters Score -5181656 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5183953.500000 Penalty: 5324.064941
	Iteration 10F: 3 clusters Score -5183954 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -5185552.000000 Penalty: 5324.064941
	Iteration 11Q: 3 clusters Score -5185552 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5186444.000000 Penalty: 5324.064941
	Iteration 12Q: 3 clusters Score -5186444 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5187028.000000 Penalty: 5324.064941
	Iteration 13Q: 3 clusters Score -5187028 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -5187406.000000 Penalty: 5324.064941
	Iteration 14Q: 3 clusters Score -5187406 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -5187596.500000 Penalty: 5324.064941
	Iteration 15Q: 3 clusters Score -5187596 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5187733.000000 Penalty: 5324.064941
	Iteration 16Q: 3 clusters Score -5187733 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5187840.000000 Penalty: 5324.064941
	Iteration 17Q: 3 clusters Score -5187840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -5187879.500000 Penalty: 5324.064941
	Iteration 18Q: 3 clusters Score -5187880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -5187903.000000 Penalty: 5324.064941
	Iteration 19Q: 3 clusters Score -5187903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -5187939.000000 Penalty: 5324.064941
	Iteration 20F: 3 clusters Score -5187939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -5187963.500000 Penalty: 5324.064941
	Iteration 21Q: 3 clusters Score -5187964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -5187979.000000 Penalty: 5324.064941
	Iteration 22Q: 3 clusters Score -5187979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -5187979.500000 Penalty: 5324.064941
	Iteration 23Q: 3 clusters Score -5187980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5187991.500000 Penalty: 5324.064941
	Iteration 24Q: 3 clusters Score -5187992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -5187988.000000 Penalty: 5324.064941
	Iteration 25Q: 3 clusters Score -5187988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -5187993.500000 Penalty: 5324.064941
	Iteration 26Q: 3 clusters Score -5187994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5188001.000000 Penalty: 5324.064941
	Iteration 27Q: 3 clusters Score -5188001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -5187994.500000 Penalty: 5324.064941
	Iteration 28Q: 3 clusters Score -5187994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -5188006.000000 Penalty: 5324.064941
	Iteration 29Q: 3 clusters Score -5188006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -5188009.000000 Penalty: 5324.064941
	Iteration 30Q: 3 clusters Score -5188009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -5188009.000000 Penalty: 5324.064941
	Iteration 31F: 3 clusters Score -5188009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -1515601.500000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -1515602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1505269.125000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -1505269 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1508637.000000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -1508637 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1509088.000000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -1509088 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1509499.125000 Penalty: 4740.925293
	Iteration 3F: 3 clusters Score -1509499 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1510017.625000 Penalty: 4740.925293
	Iteration 4F: 3 clusters Score -1510018 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1510533.375000 Penalty: 4740.925293
	Iteration 5F: 3 clusters Score -1510533 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1510969.125000 Penalty: 4740.925293
	Iteration 6F: 3 clusters Score -1510969 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1511348.875000 Penalty: 4740.925293
	Iteration 7Q: 3 clusters Score -1511349 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1511687.375000 Penalty: 4740.925293
	Iteration 8Q: 3 clusters Score -1511687 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1512024.125000 Penalty: 4740.925293
	Iteration 9Q: 3 clusters Score -1512024 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1512399.750000 Penalty: 4740.925293
	Iteration 10Q: 3 clusters Score -1512400 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1512702.750000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -1512703 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1512962.125000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -1512962 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1513163.750000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -1513164 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1513326.750000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -1513327 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1513467.000000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -1513467 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1513584.625000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -1513585 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1513683.250000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -1513683 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1513782.750000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -1513783 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1513868.875000 Penalty: 4740.925293
	Iteration 19Q: 3 clusters Score -1513869 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1513964.250000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -1513964 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1514056.750000 Penalty: 4740.925293
	Iteration 21Q: 3 clusters Score -1514057 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1514146.250000 Penalty: 4740.925293
	Iteration 22Q: 3 clusters Score -1514146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1514233.375000 Penalty: 4740.925293
	Iteration 23Q: 3 clusters Score -1514233 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1514325.125000 Penalty: 4740.925293
	Iteration 24Q: 3 clusters Score -1514325 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1514421.500000 Penalty: 4740.925293
	Iteration 25Q: 3 clusters Score -1514422 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1514505.750000 Penalty: 4740.925293
	Iteration 26Q: 3 clusters Score -1514506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1514582.500000 Penalty: 4740.925293
	Iteration 27Q: 3 clusters Score -1514582 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1514645.125000 Penalty: 4740.925293
	Iteration 28Q: 3 clusters Score -1514645 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1514698.750000 Penalty: 4740.925293
	Iteration 29Q: 3 clusters Score -1514699 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1514727.125000 Penalty: 4740.925293
	Iteration 30Q: 3 clusters Score -1514727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1514749.125000 Penalty: 4740.925293
	Iteration 31Q: 3 clusters Score -1514749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1514762.125000 Penalty: 4740.925293
	Iteration 32Q: 3 clusters Score -1514762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1514782.125000 Penalty: 4740.925293
	Iteration 33Q: 3 clusters Score -1514782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1514787.500000 Penalty: 4740.925293
	Iteration 34Q: 3 clusters Score -1514788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1514799.625000 Penalty: 4740.925293
	Iteration 35Q: 3 clusters Score -1514800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1514807.000000 Penalty: 4740.925293
	Iteration 36Q: 3 clusters Score -1514807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1514818.250000 Penalty: 4740.925293
	Iteration 37Q: 3 clusters Score -1514818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1514831.250000 Penalty: 4740.925293
	Iteration 38Q: 3 clusters Score -1514831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1514844.250000 Penalty: 4740.925293
	Iteration 39Q: 3 clusters Score -1514844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1514855.125000 Penalty: 4740.925293
	Iteration 40F: 3 clusters Score -1514855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1514865.000000 Penalty: 4740.925293
	Iteration 41Q: 3 clusters Score -1514865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1514872.500000 Penalty: 4740.925293
	Iteration 42Q: 3 clusters Score -1514872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1514882.625000 Penalty: 4740.925293
	Iteration 43Q: 3 clusters Score -1514883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1514887.375000 Penalty: 4740.925293
	Iteration 44Q: 3 clusters Score -1514887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1514891.125000 Penalty: 4740.925293
	Iteration 45Q: 3 clusters Score -1514891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1514901.375000 Penalty: 4740.925293
	Iteration 46Q: 3 clusters Score -1514901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1514901.375000 Penalty: 4740.925293
	Iteration 47Q: 3 clusters Score -1514901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1514902.875000 Penalty: 4740.925293
	Iteration 48Q: 3 clusters Score -1514903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1514904.625000 Penalty: 4740.925293
	Iteration 49Q: 3 clusters Score -1514905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1514910.875000 Penalty: 4740.925293
	Iteration 50Q: 3 clusters Score -1514911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1514919.125000 Penalty: 4740.925293
	Iteration 51Q: 3 clusters Score -1514919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1514925.000000 Penalty: 4740.925293
	Iteration 52Q: 3 clusters Score -1514925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1514929.500000 Penalty: 4740.925293
	Iteration 53Q: 3 clusters Score -1514930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1514938.250000 Penalty: 4740.925293
	Iteration 54Q: 3 clusters Score -1514938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1514937.125000 Penalty: 4740.925293
	Iteration 55Q: 3 clusters Score -1514937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1514939.625000 Penalty: 4740.925293
	Iteration 56Q: 3 clusters Score -1514940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1514943.125000 Penalty: 4740.925293
	Iteration 57Q: 3 clusters Score -1514943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1514949.250000 Penalty: 4740.925293
	Iteration 58Q: 3 clusters Score -1514949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1514952.625000 Penalty: 4740.925293
	Iteration 59Q: 3 clusters Score -1514953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1514956.125000 Penalty: 4740.925293
	Iteration 60F: 3 clusters Score -1514956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1514960.750000 Penalty: 4740.925293
	Iteration 61Q: 3 clusters Score -1514961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1514963.750000 Penalty: 4740.925293
	Iteration 62Q: 3 clusters Score -1514964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1514964.500000 Penalty: 4740.925293
	Iteration 63Q: 3 clusters Score -1514964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1514966.000000 Penalty: 4740.925293
	Iteration 64Q: 3 clusters Score -1514966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1514968.500000 Penalty: 4740.925293
	Iteration 65Q: 3 clusters Score -1514968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1514966.000000 Penalty: 4740.925293
	Iteration 66Q: 3 clusters Score -1514966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1514970.000000 Penalty: 4740.925293
	Iteration 67Q: 3 clusters Score -1514970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1514970.000000 Penalty: 4740.925293
	Iteration 68Q: 3 clusters Score -1514970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1514969.625000 Penalty: 4740.925293
	Iteration 69Q: 3 clusters Score -1514970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1514965.500000 Penalty: 4740.925293
	Iteration 70Q: 3 clusters Score -1514966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1514970.750000 Penalty: 4740.925293
	Iteration 71Q: 3 clusters Score -1514971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1514972.000000 Penalty: 4740.925293
	Iteration 72Q: 3 clusters Score -1514972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1514973.125000 Penalty: 4740.925293
	Iteration 73Q: 3 clusters Score -1514973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1514975.000000 Penalty: 4740.925293
	Iteration 74Q: 3 clusters Score -1514975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1514971.375000 Penalty: 4740.925293
	Iteration 75Q: 3 clusters Score -1514971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1514973.125000 Penalty: 4740.925293
	Iteration 76Q: 3 clusters Score -1514973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1514972.625000 Penalty: 4740.925293
	Iteration 77Q: 3 clusters Score -1514973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1514971.500000 Penalty: 4740.925293
	Iteration 78Q: 3 clusters Score -1514972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1514971.500000 Penalty: 4740.925293
	Iteration 79F: 3 clusters Score -1514972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -560369.937500 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -560369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -555467.187500 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -555467.2 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -556795.562500 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -556795.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -557225.125000 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -557225.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -557585.750000 Penalty: 4282.859863
	Iteration 3F: 3 clusters Score -557585.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -557897.500000 Penalty: 4282.859863
	Iteration 4F: 3 clusters Score -557897.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -558191.000000 Penalty: 4282.859863
	Iteration 5F: 3 clusters Score -558191 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -558430.750000 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -558430.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -558644.937500 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -558644.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -558828.125000 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -558828.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -558997.187500 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -558997.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -559114.312500 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -559114.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -559215.875000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -559215.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -559291.562500 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -559291.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -559346.500000 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -559346.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -559383.437500 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -559383.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -559404.250000 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -559404.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -559418.250000 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -559418.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -559434.437500 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -559434.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -559446.750000 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -559446.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -559455.812500 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -559455.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -559462.000000 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -559462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -559467.000000 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -559467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -559471.875000 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -559471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -559474.312500 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -559474.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -559476.250000 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -559476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -559477.625000 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -559477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -559479.625000 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -559479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -559480.062500 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -559480.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -559481.062500 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -559481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -559481.625000 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -559481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -559482.562500 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -559482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -559482.062500 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -559482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -559482.062500 Penalty: 4282.859863
	Iteration 32F: 3 clusters Score -559482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -401263.843750 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -401263.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -397321.000000 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -397321 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -398328.718750 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -398328.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -398658.468750 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -398658.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -398944.593750 Penalty: 4133.421387
	Iteration 3F: 3 clusters Score -398944.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -399294.656250 Penalty: 4133.421387
	Iteration 4F: 3 clusters Score -399294.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -399737.156250 Penalty: 4133.421387
	Iteration 5F: 3 clusters Score -399737.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -400275.062500 Penalty: 4133.421387
	Iteration 6F: 3 clusters Score -400275.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -400707.218750 Penalty: 4133.421387
	Iteration 7F: 3 clusters Score -400707.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -400989.843750 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -400989.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -401162.312500 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -401162.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -401269.187500 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -401269.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -401321.937500 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -401321.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -401370.031250 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -401370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -401396.875000 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -401396.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -401408.656250 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -401408.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -401414.406250 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -401414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -401414.375000 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -401414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -401414.968750 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -401415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -401414.968750 Penalty: 4133.421387
	Iteration 18F: 3 clusters Score -401415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 2437 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 1724 members 
Entering Unmasked Estep 
Score: -139288064.000000 Penalty: 226831.578125
Splitting cluster 17 changes total score from -139289488.000000 to -139288064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -725739.062500 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -725739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -720335.000000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -720335 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -721721.187500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -721721.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -721949.187500 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -721949.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -722092.937500 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -722092.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -722194.812500 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -722194.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -722271.562500 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -722271.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -722328.000000 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -722328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -722387.437500 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -722387.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -722436.625000 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -722436.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -722482.125000 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -722482.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -722516.125000 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -722516.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -722546.375000 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -722546.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -722575.687500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -722575.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -722602.375000 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -722602.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -722639.187500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -722639.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -722681.062500 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -722681.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -722719.125000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -722719.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -722753.312500 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -722753.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -722778.562500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -722778.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -722806.562500 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -722806.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -722831.625000 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -722831.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -722857.937500 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -722857.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -722883.625000 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -722883.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -722906.812500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -722906.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -722931.687500 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -722931.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -722963.375000 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -722963.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -722995.562500 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -722995.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -723038.687500 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -723038.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -723089.062500 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -723089.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -723139.625000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -723139.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -723188.687500 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -723188.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -723238.312500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -723238.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -723288.437500 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -723288.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -723349.500000 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -723349.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -723398.062500 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -723398.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -723453.312500 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -723453.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -723528.687500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -723528.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -723577.750000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -723577.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -723616.875000 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -723616.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -723655.312500 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -723655.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -723691.375000 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -723691.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -723724.562500 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -723724.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -723764.625000 Penalty: 4352.289062
	Iteration 42Q: 3 clusters Score -723764.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -723806.500000 Penalty: 4352.289062
	Iteration 43Q: 3 clusters Score -723806.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -723862.500000 Penalty: 4352.289062
	Iteration 44Q: 3 clusters Score -723862.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -723951.625000 Penalty: 4352.289062
	Iteration 45Q: 3 clusters Score -723951.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -724010.187500 Penalty: 4352.289062
	Iteration 46Q: 3 clusters Score -724010.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -724041.062500 Penalty: 4352.289062
	Iteration 47Q: 3 clusters Score -724041.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -724057.375000 Penalty: 4352.289062
	Iteration 48Q: 3 clusters Score -724057.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -724066.937500 Penalty: 4352.289062
	Iteration 49Q: 3 clusters Score -724066.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -724075.312500 Penalty: 4352.289062
	Iteration 50Q: 3 clusters Score -724075.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -724080.875000 Penalty: 4352.289062
	Iteration 51Q: 3 clusters Score -724080.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -724085.812500 Penalty: 4352.289062
	Iteration 52Q: 3 clusters Score -724085.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -724093.312500 Penalty: 4352.289062
	Iteration 53Q: 3 clusters Score -724093.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -724099.375000 Penalty: 4352.289062
	Iteration 54Q: 3 clusters Score -724099.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -724109.187500 Penalty: 4352.289062
	Iteration 55Q: 3 clusters Score -724109.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -724119.125000 Penalty: 4352.289062
	Iteration 56Q: 3 clusters Score -724119.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -724132.812500 Penalty: 4352.289062
	Iteration 57Q: 3 clusters Score -724132.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -724145.187500 Penalty: 4352.289062
	Iteration 58Q: 3 clusters Score -724145.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -724151.250000 Penalty: 4352.289062
	Iteration 59Q: 3 clusters Score -724151.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -724158.125000 Penalty: 4352.289062
	Iteration 60F: 3 clusters Score -724158.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -724164.875000 Penalty: 4352.289062
	Iteration 61Q: 3 clusters Score -724164.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -724169.750000 Penalty: 4352.289062
	Iteration 62Q: 3 clusters Score -724169.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -724173.625000 Penalty: 4352.289062
	Iteration 63Q: 3 clusters Score -724173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -724177.375000 Penalty: 4352.289062
	Iteration 64Q: 3 clusters Score -724177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -724178.500000 Penalty: 4352.289062
	Iteration 65Q: 3 clusters Score -724178.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -724180.750000 Penalty: 4352.289062
	Iteration 66Q: 3 clusters Score -724180.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -724183.250000 Penalty: 4352.289062
	Iteration 67Q: 3 clusters Score -724183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -724187.625000 Penalty: 4352.289062
	Iteration 68Q: 3 clusters Score -724187.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -724192.937500 Penalty: 4352.289062
	Iteration 69Q: 3 clusters Score -724192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -724195.250000 Penalty: 4352.289062
	Iteration 70Q: 3 clusters Score -724195.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -724198.625000 Penalty: 4352.289062
	Iteration 71Q: 3 clusters Score -724198.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -724198.750000 Penalty: 4352.289062
	Iteration 72Q: 3 clusters Score -724198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -724200.750000 Penalty: 4352.289062
	Iteration 73Q: 3 clusters Score -724200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -724201.500000 Penalty: 4352.289062
	Iteration 74Q: 3 clusters Score -724201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -724202.125000 Penalty: 4352.289062
	Iteration 75Q: 3 clusters Score -724202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -724202.937500 Penalty: 4352.289062
	Iteration 76Q: 3 clusters Score -724202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -724203.875000 Penalty: 4352.289062
	Iteration 77Q: 3 clusters Score -724203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -724204.937500 Penalty: 4352.289062
	Iteration 78Q: 3 clusters Score -724204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -724204.687500 Penalty: 4352.289062
	Iteration 79Q: 3 clusters Score -724204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -724206.812500 Penalty: 4352.289062
	Iteration 80F: 3 clusters Score -724206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -724205.437500 Penalty: 4352.289062
	Iteration 81Q: 3 clusters Score -724205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -724207.375000 Penalty: 4352.289062
	Iteration 82Q: 3 clusters Score -724207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -724208.375000 Penalty: 4352.289062
	Iteration 83Q: 3 clusters Score -724208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -724207.750000 Penalty: 4352.289062
	Iteration 84Q: 3 clusters Score -724207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -724209.250000 Penalty: 4352.289062
	Iteration 85Q: 3 clusters Score -724209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -724209.625000 Penalty: 4352.289062
	Iteration 86Q: 3 clusters Score -724209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -724209.125000 Penalty: 4352.289062
	Iteration 87Q: 3 clusters Score -724209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -724209.187500 Penalty: 4352.289062
	Iteration 88Q: 3 clusters Score -724209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -724210.187500 Penalty: 4352.289062
	Iteration 89Q: 3 clusters Score -724210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -724210.937500 Penalty: 4352.289062
	Iteration 90Q: 3 clusters Score -724210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -724211.312500 Penalty: 4352.289062
	Iteration 91Q: 3 clusters Score -724211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -724210.750000 Penalty: 4352.289062
	Iteration 92Q: 3 clusters Score -724210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -724211.312500 Penalty: 4352.289062
	Iteration 93Q: 3 clusters Score -724211.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -724211.312500 Penalty: 4352.289062
	Iteration 94F: 3 clusters Score -724211.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (141191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141191 members 
Entering Unmasked Estep 
Score: -15871116.000000 Penalty: 2940.751465
	Iteration 0F: 2 clusters Score -1.587112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -15777188.000000 Penalty: 5881.502930
	Iteration 0F: 3 clusters Score -1.577719e+07 nChanged 66962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -15815738.000000 Penalty: 5881.502930
	Iteration 1F: 3 clusters Score -1.581574e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -15816836.000000 Penalty: 5881.502930
	Iteration 2Q: 3 clusters Score -1.581684e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -15818671.000000 Penalty: 5881.502930
	Iteration 3Q: 3 clusters Score -1.581867e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -15821889.000000 Penalty: 5881.502930
	Iteration 4Q: 3 clusters Score -1.582189e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -15827473.000000 Penalty: 5881.502930
	Iteration 5F: 3 clusters Score -1.582747e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -15836927.000000 Penalty: 5881.502930
	Iteration 6F: 3 clusters Score -1.583693e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 119453 members 
Entering Unmasked Estep 
Score: -15848831.000000 Penalty: 5881.502930
	Iteration 7F: 3 clusters Score -1.584883e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 129538 members 
Entering Unmasked Estep 
Score: -15858727.000000 Penalty: 5881.502930
	Iteration 8F: 3 clusters Score -1.585873e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -15864204.000000 Penalty: 5881.502930
	Iteration 9Q: 3 clusters Score -1.58642e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 137547 members 
Entering Unmasked Estep 
Score: -15867060.000000 Penalty: 5881.502930
	Iteration 10Q: 3 clusters Score -1.586706e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 138331 members 
Entering Unmasked Estep 
Score: -15868698.000000 Penalty: 5881.502930
	Iteration 11Q: 3 clusters Score -1.58687e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 138390 members 
Entering Unmasked Estep 
Score: -15869376.000000 Penalty: 5881.502930
	Iteration 12Q: 3 clusters Score -1.586938e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 138324 members 
Entering Unmasked Estep 
Score: -15869601.000000 Penalty: 5881.502930
	Iteration 13Q: 3 clusters Score -1.58696e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 138220 members 
Entering Unmasked Estep 
Score: -15869698.000000 Penalty: 5881.502930
	Iteration 14Q: 3 clusters Score -1.58697e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 138136 members 
Entering Unmasked Estep 
Score: -15869803.000000 Penalty: 5881.502930
	Iteration 15Q: 3 clusters Score -1.58698e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 138053 members 
Entering Unmasked Estep 
Score: -15869853.000000 Penalty: 5881.502930
	Iteration 16Q: 3 clusters Score -1.586985e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 137995 members 
Entering Unmasked Estep 
Score: -15869874.000000 Penalty: 5881.502930
	Iteration 17Q: 3 clusters Score -1.586987e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -15869962.000000 Penalty: 5881.502930
	Iteration 18Q: 3 clusters Score -1.586996e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 137864 members 
Entering Unmasked Estep 
Score: -15870025.000000 Penalty: 5881.502930
	Iteration 19Q: 3 clusters Score -1.587002e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 137814 members 
Entering Unmasked Estep 
Score: -15870026.000000 Penalty: 5881.502930
	Iteration 20F: 3 clusters Score -1.587003e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 137775 members 
Entering Unmasked Estep 
Score: -15870073.000000 Penalty: 5881.502930
	Iteration 21Q: 3 clusters Score -1.587007e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
Score: -15870123.000000 Penalty: 5881.502930
	Iteration 22Q: 3 clusters Score -1.587012e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 137733 members 
Entering Unmasked Estep 
Score: -15870100.000000 Penalty: 5881.502930
	Iteration 23Q: 3 clusters Score -1.58701e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 137705 members 
Entering Unmasked Estep 
Score: -15870129.000000 Penalty: 5881.502930
	Iteration 24Q: 3 clusters Score -1.587013e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -15870139.000000 Penalty: 5881.502930
	Iteration 25Q: 3 clusters Score -1.587014e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 137662 members 
Entering Unmasked Estep 
Score: -15870131.000000 Penalty: 5881.502930
	Iteration 26Q: 3 clusters Score -1.587013e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 137637 members 
Entering Unmasked Estep 
Score: -15870146.000000 Penalty: 5881.502930
	Iteration 27Q: 3 clusters Score -1.587015e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 137621 members 
Entering Unmasked Estep 
Score: -15870172.000000 Penalty: 5881.502930
	Iteration 28Q: 3 clusters Score -1.587017e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 137605 members 
Entering Unmasked Estep 
Score: -15870198.000000 Penalty: 5881.502930
	Iteration 29Q: 3 clusters Score -1.58702e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 137590 members 
Entering Unmasked Estep 
Score: -15870222.000000 Penalty: 5881.502930
	Iteration 30Q: 3 clusters Score -1.587022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 137576 members 
Entering Unmasked Estep 
Score: -15870233.000000 Penalty: 5881.502930
	Iteration 31Q: 3 clusters Score -1.587023e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -15870211.000000 Penalty: 5881.502930
	Iteration 32Q: 3 clusters Score -1.587021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 137552 members 
Entering Unmasked Estep 
Score: -15870214.000000 Penalty: 5881.502930
	Iteration 33Q: 3 clusters Score -1.587021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 137540 members 
Entering Unmasked Estep 
Score: -15870222.000000 Penalty: 5881.502930
	Iteration 34Q: 3 clusters Score -1.587022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -15870218.000000 Penalty: 5881.502930
	Iteration 35Q: 3 clusters Score -1.587022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 137523 members 
Entering Unmasked Estep 
Score: -15870210.000000 Penalty: 5881.502930
	Iteration 36Q: 3 clusters Score -1.587021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 137517 members 
Entering Unmasked Estep 
Score: -15870207.000000 Penalty: 5881.502930
	Iteration 37Q: 3 clusters Score -1.587021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 137511 members 
Entering Unmasked Estep 
Score: -15870198.000000 Penalty: 5881.502930
	Iteration 38Q: 3 clusters Score -1.58702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -15870231.000000 Penalty: 5881.502930
	Iteration 39Q: 3 clusters Score -1.587023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 137488 members 
Entering Unmasked Estep 
Score: -15870228.000000 Penalty: 5881.502930
	Iteration 40F: 3 clusters Score -1.587023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 137482 members 
Entering Unmasked Estep 
Score: -15870232.000000 Penalty: 5881.502930
	Iteration 41Q: 3 clusters Score -1.587023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 137474 members 
Entering Unmasked Estep 
Score: -15870216.000000 Penalty: 5881.502930
	Iteration 42Q: 3 clusters Score -1.587022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 137458 members 
Entering Unmasked Estep 
Score: -15870186.000000 Penalty: 5881.502930
	Iteration 43Q: 3 clusters Score -1.587019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 137451 members 
Entering Unmasked Estep 
Score: -15870190.000000 Penalty: 5881.502930
	Iteration 44Q: 3 clusters Score -1.587019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 137447 members 
Entering Unmasked Estep 
Score: -15870182.000000 Penalty: 5881.502930
	Iteration 45Q: 3 clusters Score -1.587018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 137445 members 
Entering Unmasked Estep 
Score: -15870182.000000 Penalty: 5881.502930
	Iteration 46Q: 3 clusters Score -1.587018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 137443 members 
Entering Unmasked Estep 
Score: -15870176.000000 Penalty: 5881.502930
	Iteration 47Q: 3 clusters Score -1.587018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 137435 members 
Entering Unmasked Estep 
Score: -15870186.000000 Penalty: 5881.502930
	Iteration 48Q: 3 clusters Score -1.587019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 137432 members 
Entering Unmasked Estep 
Score: -15870188.000000 Penalty: 5881.502930
	Iteration 49Q: 3 clusters Score -1.587019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 137429 members 
Entering Unmasked Estep 
Score: -15870178.000000 Penalty: 5881.502930
	Iteration 50Q: 3 clusters Score -1.587018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -15870197.000000 Penalty: 5881.502930
	Iteration 51Q: 3 clusters Score -1.58702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -15870188.000000 Penalty: 5881.502930
	Iteration 52Q: 3 clusters Score -1.587019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 137421 members 
Entering Unmasked Estep 
Score: -15870201.000000 Penalty: 5881.502930
	Iteration 53Q: 3 clusters Score -1.58702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 137420 members 
Entering Unmasked Estep 
Score: -15870193.000000 Penalty: 5881.502930
	Iteration 54Q: 3 clusters Score -1.587019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 137419 members 
Entering Unmasked Estep 
Score: -15870193.000000 Penalty: 5881.502930
	Iteration 55Q: 3 clusters Score -1.587019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 137419 members 
Entering Unmasked Estep 
Score: -15870193.000000 Penalty: 5881.502930
	Iteration 56F: 3 clusters Score -1.587019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -292739.468750 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -292739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289461.906250 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -289461.9 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290263.125000 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -290263.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290560.125000 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -290560.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -290857.375000 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -290857.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -291155.031250 Penalty: 3974.289795
	Iteration 4F: 3 clusters Score -291155 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -291411.750000 Penalty: 3974.289795
	Iteration 5F: 3 clusters Score -291411.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -291578.468750 Penalty: 3974.289795
	Iteration 6F: 3 clusters Score -291578.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -291688.437500 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -291688.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -291744.906250 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -291744.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -291776.125000 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -291776.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -291798.437500 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -291798.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -291814.187500 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -291814.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -291823.562500 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -291823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -291827.000000 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -291827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -291831.531250 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -291831.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -291836.750000 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -291836.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -291840.968750 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -291841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -291844.250000 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -291844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -291848.218750 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -291848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -291850.343750 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -291850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -291850.375000 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -291850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -291850.718750 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -291850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -291852.687500 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -291852.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -291855.437500 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -291855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -291859.468750 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -291859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -291862.093750 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -291862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -291863.406250 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -291863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -291864.250000 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -291864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -291865.656250 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -291865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -291866.718750 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -291866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -291867.000000 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -291867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -291867.000000 Penalty: 3974.289795
	Iteration 31F: 3 clusters Score -291867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Entering Unmasked Estep 
Score: -899263.000000 Penalty: 2243.217041
	Iteration 0F: 2 clusters Score -899263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -892517.562500 Penalty: 4486.434082
	Iteration 0F: 3 clusters Score -892517.6 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -894498.062500 Penalty: 4486.434082
	Iteration 1F: 3 clusters Score -894498.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -894910.000000 Penalty: 4486.434082
	Iteration 2F: 3 clusters Score -894910 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -895237.750000 Penalty: 4486.434082
	Iteration 3F: 3 clusters Score -895237.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -895567.687500 Penalty: 4486.434082
	Iteration 4F: 3 clusters Score -895567.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -895980.750000 Penalty: 4486.434082
	Iteration 5F: 3 clusters Score -895980.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -896444.562500 Penalty: 4486.434082
	Iteration 6F: 3 clusters Score -896444.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -896964.875000 Penalty: 4486.434082
	Iteration 7F: 3 clusters Score -896964.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -897485.375000 Penalty: 4486.434082
	Iteration 8F: 3 clusters Score -897485.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -897979.125000 Penalty: 4486.434082
	Iteration 9F: 3 clusters Score -897979.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -898317.687500 Penalty: 4486.434082
	Iteration 10Q: 3 clusters Score -898317.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -898526.625000 Penalty: 4486.434082
	Iteration 11Q: 3 clusters Score -898526.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -898672.062500 Penalty: 4486.434082
	Iteration 12Q: 3 clusters Score -898672.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -898837.312500 Penalty: 4486.434082
	Iteration 13Q: 3 clusters Score -898837.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -899026.250000 Penalty: 4486.434082
	Iteration 14Q: 3 clusters Score -899026.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -899274.312500 Penalty: 4486.434082
	Iteration 15Q: 3 clusters Score -899274.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -899576.625000 Penalty: 4486.434082
	Iteration 16Q: 3 clusters Score -899576.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -899749.937500 Penalty: 4486.434082
	Iteration 17Q: 3 clusters Score -899749.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -899844.625000 Penalty: 4486.434082
	Iteration 18Q: 3 clusters Score -899844.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -899873.562500 Penalty: 4486.434082
	Iteration 19Q: 3 clusters Score -899873.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -899881.937500 Penalty: 4486.434082
	Iteration 20F: 3 clusters Score -899881.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -899887.312500 Penalty: 4486.434082
	Iteration 21Q: 3 clusters Score -899887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -899891.687500 Penalty: 4486.434082
	Iteration 22Q: 3 clusters Score -899891.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -899893.125000 Penalty: 4486.434082
	Iteration 23Q: 3 clusters Score -899893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -899893.125000 Penalty: 4486.434082
	Iteration 24F: 3 clusters Score -899893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 2448 members 
Entering Unmasked Estep 
Score: -139289072.000000 Penalty: 226831.578125
Splitting cluster 21 changes total score from -139289488.000000 to -139289072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (19128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Entering Unmasked Estep 
Score: -2200929.750000 Penalty: 2445.009277
	Iteration 0F: 2 clusters Score -2200930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2187494.000000 Penalty: 4890.018555
	Iteration 0F: 3 clusters Score -2187494 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2192036.000000 Penalty: 4890.018555
	Iteration 1F: 3 clusters Score -2192036 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2192566.750000 Penalty: 4890.018555
	Iteration 2F: 3 clusters Score -2192567 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2193261.250000 Penalty: 4890.018555
	Iteration 3F: 3 clusters Score -2193261 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2194118.250000 Penalty: 4890.018555
	Iteration 4F: 3 clusters Score -2194118 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2194950.000000 Penalty: 4890.018555
	Iteration 5F: 3 clusters Score -2194950 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2195711.750000 Penalty: 4890.018555
	Iteration 6F: 3 clusters Score -2195712 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2196425.500000 Penalty: 4890.018555
	Iteration 7F: 3 clusters Score -2196426 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2197103.750000 Penalty: 4890.018555
	Iteration 8F: 3 clusters Score -2197104 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2197768.250000 Penalty: 4890.018555
	Iteration 9Q: 3 clusters Score -2197768 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2198398.000000 Penalty: 4890.018555
	Iteration 10Q: 3 clusters Score -2198398 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2199009.750000 Penalty: 4890.018555
	Iteration 11Q: 3 clusters Score -2199010 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2199484.750000 Penalty: 4890.018555
	Iteration 12Q: 3 clusters Score -2199485 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2199839.000000 Penalty: 4890.018555
	Iteration 13Q: 3 clusters Score -2199839 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2200075.250000 Penalty: 4890.018555
	Iteration 14Q: 3 clusters Score -2200075 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2200256.750000 Penalty: 4890.018555
	Iteration 15Q: 3 clusters Score -2200257 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2200380.750000 Penalty: 4890.018555
	Iteration 16Q: 3 clusters Score -2200381 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2200447.000000 Penalty: 4890.018555
	Iteration 17Q: 3 clusters Score -2200447 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2200501.500000 Penalty: 4890.018555
	Iteration 18Q: 3 clusters Score -2200502 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2200538.750000 Penalty: 4890.018555
	Iteration 19Q: 3 clusters Score -2200539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2200568.000000 Penalty: 4890.018555
	Iteration 20F: 3 clusters Score -2200568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2200585.500000 Penalty: 4890.018555
	Iteration 21Q: 3 clusters Score -2200586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2200606.500000 Penalty: 4890.018555
	Iteration 22Q: 3 clusters Score -2200606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2200622.750000 Penalty: 4890.018555
	Iteration 23Q: 3 clusters Score -2200623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2200631.000000 Penalty: 4890.018555
	Iteration 24Q: 3 clusters Score -2200631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2200630.750000 Penalty: 4890.018555
	Iteration 25Q: 3 clusters Score -2200631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2200635.000000 Penalty: 4890.018555
	Iteration 26Q: 3 clusters Score -2200635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2200634.250000 Penalty: 4890.018555
	Iteration 27Q: 3 clusters Score -2200634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2200635.500000 Penalty: 4890.018555
	Iteration 28Q: 3 clusters Score -2200636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2200640.250000 Penalty: 4890.018555
	Iteration 29Q: 3 clusters Score -2200640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2200640.750000 Penalty: 4890.018555
	Iteration 30Q: 3 clusters Score -2200641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2200641.000000 Penalty: 4890.018555
	Iteration 31Q: 3 clusters Score -2200641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2200647.750000 Penalty: 4890.018555
	Iteration 32Q: 3 clusters Score -2200648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2200647.750000 Penalty: 4890.018555
	Iteration 33Q: 3 clusters Score -2200648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2200643.250000 Penalty: 4890.018555
	Iteration 34Q: 3 clusters Score -2200643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2200646.750000 Penalty: 4890.018555
	Iteration 35Q: 3 clusters Score -2200647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2200655.250000 Penalty: 4890.018555
	Iteration 36Q: 3 clusters Score -2200655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2200654.000000 Penalty: 4890.018555
	Iteration 37Q: 3 clusters Score -2200654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2200658.500000 Penalty: 4890.018555
	Iteration 38Q: 3 clusters Score -2200658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2200655.750000 Penalty: 4890.018555
	Iteration 39Q: 3 clusters Score -2200656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2200659.250000 Penalty: 4890.018555
	Iteration 40F: 3 clusters Score -2200659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2200659.000000 Penalty: 4890.018555
	Iteration 41Q: 3 clusters Score -2200659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2200663.000000 Penalty: 4890.018555
	Iteration 42Q: 3 clusters Score -2200663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2200665.500000 Penalty: 4890.018555
	Iteration 43Q: 3 clusters Score -2200666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2200665.500000 Penalty: 4890.018555
	Iteration 44Q: 3 clusters Score -2200666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2200664.000000 Penalty: 4890.018555
	Iteration 45Q: 3 clusters Score -2200664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2200664.000000 Penalty: 4890.018555
	Iteration 46F: 3 clusters Score -2200664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Entering Unmasked Estep 
Score: -995252.125000 Penalty: 2294.557861
	Iteration 0F: 2 clusters Score -995252.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -987311.000000 Penalty: 4589.115723
	Iteration 0F: 3 clusters Score -987311 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -989846.687500 Penalty: 4589.115723
	Iteration 1F: 3 clusters Score -989846.7 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -990438.750000 Penalty: 4589.115723
	Iteration 2F: 3 clusters Score -990438.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -990967.875000 Penalty: 4589.115723
	Iteration 3F: 3 clusters Score -990967.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -991499.187500 Penalty: 4589.115723
	Iteration 4F: 3 clusters Score -991499.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -992079.625000 Penalty: 4589.115723
	Iteration 5F: 3 clusters Score -992079.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -992672.937500 Penalty: 4589.115723
	Iteration 6F: 3 clusters Score -992672.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -993193.500000 Penalty: 4589.115723
	Iteration 7F: 3 clusters Score -993193.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -993595.687500 Penalty: 4589.115723
	Iteration 8Q: 3 clusters Score -993595.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -993857.250000 Penalty: 4589.115723
	Iteration 9Q: 3 clusters Score -993857.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -994032.687500 Penalty: 4589.115723
	Iteration 10Q: 3 clusters Score -994032.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -994127.687500 Penalty: 4589.115723
	Iteration 11Q: 3 clusters Score -994127.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -994204.812500 Penalty: 4589.115723
	Iteration 12Q: 3 clusters Score -994204.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -994255.812500 Penalty: 4589.115723
	Iteration 13Q: 3 clusters Score -994255.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -994289.500000 Penalty: 4589.115723
	Iteration 14Q: 3 clusters Score -994289.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -994323.250000 Penalty: 4589.115723
	Iteration 15Q: 3 clusters Score -994323.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -994353.625000 Penalty: 4589.115723
	Iteration 16Q: 3 clusters Score -994353.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -994376.000000 Penalty: 4589.115723
	Iteration 17Q: 3 clusters Score -994376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -994396.437500 Penalty: 4589.115723
	Iteration 18Q: 3 clusters Score -994396.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -994425.812500 Penalty: 4589.115723
	Iteration 19Q: 3 clusters Score -994425.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -994447.312500 Penalty: 4589.115723
	Iteration 20F: 3 clusters Score -994447.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -994464.875000 Penalty: 4589.115723
	Iteration 21Q: 3 clusters Score -994464.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -994480.625000 Penalty: 4589.115723
	Iteration 22Q: 3 clusters Score -994480.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -994492.625000 Penalty: 4589.115723
	Iteration 23Q: 3 clusters Score -994492.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -994499.125000 Penalty: 4589.115723
	Iteration 24Q: 3 clusters Score -994499.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -994504.812500 Penalty: 4589.115723
	Iteration 25Q: 3 clusters Score -994504.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -994508.687500 Penalty: 4589.115723
	Iteration 26Q: 3 clusters Score -994508.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -994511.562500 Penalty: 4589.115723
	Iteration 27Q: 3 clusters Score -994511.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -994513.125000 Penalty: 4589.115723
	Iteration 28Q: 3 clusters Score -994513.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -994517.812500 Penalty: 4589.115723
	Iteration 29Q: 3 clusters Score -994517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -994521.812500 Penalty: 4589.115723
	Iteration 30Q: 3 clusters Score -994521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -994524.562500 Penalty: 4589.115723
	Iteration 31Q: 3 clusters Score -994524.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -994529.812500 Penalty: 4589.115723
	Iteration 32Q: 3 clusters Score -994529.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -994529.875000 Penalty: 4589.115723
	Iteration 33Q: 3 clusters Score -994529.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -994533.375000 Penalty: 4589.115723
	Iteration 34Q: 3 clusters Score -994533.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -994537.000000 Penalty: 4589.115723
	Iteration 35Q: 3 clusters Score -994537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -994537.562500 Penalty: 4589.115723
	Iteration 36Q: 3 clusters Score -994537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -994539.937500 Penalty: 4589.115723
	Iteration 37Q: 3 clusters Score -994539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -994539.937500 Penalty: 4589.115723
	Iteration 38Q: 3 clusters Score -994539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -994541.250000 Penalty: 4589.115723
	Iteration 39Q: 3 clusters Score -994541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -994542.875000 Penalty: 4589.115723
	Iteration 40F: 3 clusters Score -994542.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -994545.562500 Penalty: 4589.115723
	Iteration 41Q: 3 clusters Score -994545.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -994545.750000 Penalty: 4589.115723
	Iteration 42Q: 3 clusters Score -994545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -994547.062500 Penalty: 4589.115723
	Iteration 43Q: 3 clusters Score -994547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -994546.000000 Penalty: 4589.115723
	Iteration 44Q: 3 clusters Score -994546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -994547.062500 Penalty: 4589.115723
	Iteration 45Q: 3 clusters Score -994547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -994548.125000 Penalty: 4589.115723
	Iteration 46Q: 3 clusters Score -994548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -994548.937500 Penalty: 4589.115723
	Iteration 47Q: 3 clusters Score -994548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -994549.750000 Penalty: 4589.115723
	Iteration 48Q: 3 clusters Score -994549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -994548.562500 Penalty: 4589.115723
	Iteration 49Q: 3 clusters Score -994548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -994549.250000 Penalty: 4589.115723
	Iteration 50Q: 3 clusters Score -994549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -994550.000000 Penalty: 4589.115723
	Iteration 51Q: 3 clusters Score -994550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -994548.312500 Penalty: 4589.115723
	Iteration 52Q: 3 clusters Score -994548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -994549.812500 Penalty: 4589.115723
	Iteration 53Q: 3 clusters Score -994549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -994553.937500 Penalty: 4589.115723
	Iteration 54Q: 3 clusters Score -994553.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -994552.687500 Penalty: 4589.115723
	Iteration 55Q: 3 clusters Score -994552.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -994556.937500 Penalty: 4589.115723
	Iteration 56Q: 3 clusters Score -994556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -994556.687500 Penalty: 4589.115723
	Iteration 57Q: 3 clusters Score -994556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -994557.875000 Penalty: 4589.115723
	Iteration 58Q: 3 clusters Score -994557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -994560.687500 Penalty: 4589.115723
	Iteration 59Q: 3 clusters Score -994560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -994558.375000 Penalty: 4589.115723
	Iteration 60F: 3 clusters Score -994558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -994561.875000 Penalty: 4589.115723
	Iteration 61Q: 3 clusters Score -994561.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -994564.562500 Penalty: 4589.115723
	Iteration 62Q: 3 clusters Score -994564.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -994567.000000 Penalty: 4589.115723
	Iteration 63Q: 3 clusters Score -994567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -994566.125000 Penalty: 4589.115723
	Iteration 64Q: 3 clusters Score -994566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -994565.812500 Penalty: 4589.115723
	Iteration 65Q: 3 clusters Score -994565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -994567.875000 Penalty: 4589.115723
	Iteration 66Q: 3 clusters Score -994567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -994568.375000 Penalty: 4589.115723
	Iteration 67Q: 3 clusters Score -994568.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -994569.375000 Penalty: 4589.115723
	Iteration 68Q: 3 clusters Score -994569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -994572.937500 Penalty: 4589.115723
	Iteration 69Q: 3 clusters Score -994572.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -994574.562500 Penalty: 4589.115723
	Iteration 70Q: 3 clusters Score -994574.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -994574.062500 Penalty: 4589.115723
	Iteration 71Q: 3 clusters Score -994574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -994574.437500 Penalty: 4589.115723
	Iteration 72Q: 3 clusters Score -994574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -994575.000000 Penalty: 4589.115723
	Iteration 73Q: 3 clusters Score -994575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -994575.812500 Penalty: 4589.115723
	Iteration 74Q: 3 clusters Score -994575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -994575.812500 Penalty: 4589.115723
	Iteration 75F: 3 clusters Score -994575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -1288582.625000 Penalty: 2344.083984
	Iteration 0F: 2 clusters Score -1288583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1279117.125000 Penalty: 4688.167969
	Iteration 0F: 3 clusters Score -1279117 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1282260.625000 Penalty: 4688.167969
	Iteration 1F: 3 clusters Score -1282261 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1282802.750000 Penalty: 4688.167969
	Iteration 2F: 3 clusters Score -1282803 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1283257.250000 Penalty: 4688.167969
	Iteration 3F: 3 clusters Score -1283257 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1283639.250000 Penalty: 4688.167969
	Iteration 4F: 3 clusters Score -1283639 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1284048.000000 Penalty: 4688.167969
	Iteration 5Q: 3 clusters Score -1284048 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1284446.750000 Penalty: 4688.167969
	Iteration 6Q: 3 clusters Score -1284447 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1284790.375000 Penalty: 4688.167969
	Iteration 7Q: 3 clusters Score -1284790 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1285108.375000 Penalty: 4688.167969
	Iteration 8Q: 3 clusters Score -1285108 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1285356.125000 Penalty: 4688.167969
	Iteration 9Q: 3 clusters Score -1285356 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1285537.125000 Penalty: 4688.167969
	Iteration 10Q: 3 clusters Score -1285537 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1285684.000000 Penalty: 4688.167969
	Iteration 11Q: 3 clusters Score -1285684 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1285833.500000 Penalty: 4688.167969
	Iteration 12Q: 3 clusters Score -1285834 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1285975.500000 Penalty: 4688.167969
	Iteration 13Q: 3 clusters Score -1285976 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1286095.125000 Penalty: 4688.167969
	Iteration 14Q: 3 clusters Score -1286095 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1286201.000000 Penalty: 4688.167969
	Iteration 15Q: 3 clusters Score -1286201 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1286329.625000 Penalty: 4688.167969
	Iteration 16Q: 3 clusters Score -1286330 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1286447.875000 Penalty: 4688.167969
	Iteration 17Q: 3 clusters Score -1286448 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1286540.500000 Penalty: 4688.167969
	Iteration 18Q: 3 clusters Score -1286540 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1286631.750000 Penalty: 4688.167969
	Iteration 19Q: 3 clusters Score -1286632 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1286718.625000 Penalty: 4688.167969
	Iteration 20F: 3 clusters Score -1286719 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1286816.375000 Penalty: 4688.167969
	Iteration 21Q: 3 clusters Score -1286816 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1286915.625000 Penalty: 4688.167969
	Iteration 22Q: 3 clusters Score -1286916 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1287019.000000 Penalty: 4688.167969
	Iteration 23Q: 3 clusters Score -1287019 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1287083.750000 Penalty: 4688.167969
	Iteration 24Q: 3 clusters Score -1287084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1287131.250000 Penalty: 4688.167969
	Iteration 25Q: 3 clusters Score -1287131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1287169.875000 Penalty: 4688.167969
	Iteration 26Q: 3 clusters Score -1287170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1287204.625000 Penalty: 4688.167969
	Iteration 27Q: 3 clusters Score -1287205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1287236.750000 Penalty: 4688.167969
	Iteration 28Q: 3 clusters Score -1287237 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1287259.750000 Penalty: 4688.167969
	Iteration 29Q: 3 clusters Score -1287260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1287271.500000 Penalty: 4688.167969
	Iteration 30Q: 3 clusters Score -1287272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1287280.375000 Penalty: 4688.167969
	Iteration 31Q: 3 clusters Score -1287280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1287296.000000 Penalty: 4688.167969
	Iteration 32Q: 3 clusters Score -1287296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1287306.625000 Penalty: 4688.167969
	Iteration 33Q: 3 clusters Score -1287307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1287314.375000 Penalty: 4688.167969
	Iteration 34Q: 3 clusters Score -1287314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1287322.125000 Penalty: 4688.167969
	Iteration 35Q: 3 clusters Score -1287322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1287328.500000 Penalty: 4688.167969
	Iteration 36Q: 3 clusters Score -1287328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1287338.500000 Penalty: 4688.167969
	Iteration 37Q: 3 clusters Score -1287338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1287350.625000 Penalty: 4688.167969
	Iteration 38Q: 3 clusters Score -1287351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1287356.875000 Penalty: 4688.167969
	Iteration 39Q: 3 clusters Score -1287357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1287361.625000 Penalty: 4688.167969
	Iteration 40F: 3 clusters Score -1287362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1287362.125000 Penalty: 4688.167969
	Iteration 41Q: 3 clusters Score -1287362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1287369.250000 Penalty: 4688.167969
	Iteration 42Q: 3 clusters Score -1287369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1287376.125000 Penalty: 4688.167969
	Iteration 43Q: 3 clusters Score -1287376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1287377.625000 Penalty: 4688.167969
	Iteration 44Q: 3 clusters Score -1287378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1287380.250000 Penalty: 4688.167969
	Iteration 45Q: 3 clusters Score -1287380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1287384.250000 Penalty: 4688.167969
	Iteration 46Q: 3 clusters Score -1287384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1287383.750000 Penalty: 4688.167969
	Iteration 47Q: 3 clusters Score -1287384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1287388.000000 Penalty: 4688.167969
	Iteration 48Q: 3 clusters Score -1287388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1287390.625000 Penalty: 4688.167969
	Iteration 49Q: 3 clusters Score -1287391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1287389.750000 Penalty: 4688.167969
	Iteration 50Q: 3 clusters Score -1287390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1287390.250000 Penalty: 4688.167969
	Iteration 51Q: 3 clusters Score -1287390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1287390.625000 Penalty: 4688.167969
	Iteration 52Q: 3 clusters Score -1287391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1287391.625000 Penalty: 4688.167969
	Iteration 53Q: 3 clusters Score -1287392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1287391.000000 Penalty: 4688.167969
	Iteration 54Q: 3 clusters Score -1287391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1287391.000000 Penalty: 4688.167969
	Iteration 55F: 3 clusters Score -1287391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Entering Unmasked Estep 
Score: -1629618.125000 Penalty: 2389.079102
	Iteration 0F: 2 clusters Score -1629618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1618643.250000 Penalty: 4778.158203
	Iteration 0F: 3 clusters Score -1618643 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1622266.500000 Penalty: 4778.158203
	Iteration 1F: 3 clusters Score -1622266 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1622754.750000 Penalty: 4778.158203
	Iteration 2F: 3 clusters Score -1622755 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1623325.875000 Penalty: 4778.158203
	Iteration 3F: 3 clusters Score -1623326 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1624117.375000 Penalty: 4778.158203
	Iteration 4F: 3 clusters Score -1624117 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1625372.875000 Penalty: 4778.158203
	Iteration 5F: 3 clusters Score -1625373 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1627106.500000 Penalty: 4778.158203
	Iteration 6F: 3 clusters Score -1627106 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1628598.875000 Penalty: 4778.158203
	Iteration 7F: 3 clusters Score -1628599 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1629407.250000 Penalty: 4778.158203
	Iteration 8F: 3 clusters Score -1629407 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1629661.500000 Penalty: 4778.158203
	Iteration 9Q: 3 clusters Score -1629662 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1629750.750000 Penalty: 4778.158203
	Iteration 10Q: 3 clusters Score -1629751 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1629806.000000 Penalty: 4778.158203
	Iteration 11Q: 3 clusters Score -1629806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1629831.500000 Penalty: 4778.158203
	Iteration 12Q: 3 clusters Score -1629832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1629848.375000 Penalty: 4778.158203
	Iteration 13Q: 3 clusters Score -1629848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1629858.250000 Penalty: 4778.158203
	Iteration 14Q: 3 clusters Score -1629858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1629867.750000 Penalty: 4778.158203
	Iteration 15Q: 3 clusters Score -1629868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1629870.875000 Penalty: 4778.158203
	Iteration 16Q: 3 clusters Score -1629871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1629875.125000 Penalty: 4778.158203
	Iteration 17Q: 3 clusters Score -1629875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1629876.750000 Penalty: 4778.158203
	Iteration 18Q: 3 clusters Score -1629877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1629876.750000 Penalty: 4778.158203
	Iteration 19Q: 3 clusters Score -1629877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1629877.000000 Penalty: 4778.158203
	Iteration 20F: 3 clusters Score -1629877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1629878.000000 Penalty: 4778.158203
	Iteration 21Q: 3 clusters Score -1629878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1629881.250000 Penalty: 4778.158203
	Iteration 22Q: 3 clusters Score -1629881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1629881.000000 Penalty: 4778.158203
	Iteration 23Q: 3 clusters Score -1629881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1629892.875000 Penalty: 4778.158203
	Iteration 24Q: 3 clusters Score -1629893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1629900.625000 Penalty: 4778.158203
	Iteration 25Q: 3 clusters Score -1629901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1629897.625000 Penalty: 4778.158203
	Iteration 26Q: 3 clusters Score -1629898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1629903.250000 Penalty: 4778.158203
	Iteration 27Q: 3 clusters Score -1629903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1629904.000000 Penalty: 4778.158203
	Iteration 28Q: 3 clusters Score -1629904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1629903.000000 Penalty: 4778.158203
	Iteration 29Q: 3 clusters Score -1629903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1629907.125000 Penalty: 4778.158203
	Iteration 30Q: 3 clusters Score -1629907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1629912.875000 Penalty: 4778.158203
	Iteration 31Q: 3 clusters Score -1629913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1629917.375000 Penalty: 4778.158203
	Iteration 32Q: 3 clusters Score -1629917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1629921.500000 Penalty: 4778.158203
	Iteration 33Q: 3 clusters Score -1629922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1629930.000000 Penalty: 4778.158203
	Iteration 34Q: 3 clusters Score -1629930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1629933.125000 Penalty: 4778.158203
	Iteration 35Q: 3 clusters Score -1629933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1629943.625000 Penalty: 4778.158203
	Iteration 36Q: 3 clusters Score -1629944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1629948.625000 Penalty: 4778.158203
	Iteration 37Q: 3 clusters Score -1629949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1629952.500000 Penalty: 4778.158203
	Iteration 38Q: 3 clusters Score -1629952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1629958.750000 Penalty: 4778.158203
	Iteration 39Q: 3 clusters Score -1629959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1629969.375000 Penalty: 4778.158203
	Iteration 40F: 3 clusters Score -1629969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1629982.625000 Penalty: 4778.158203
	Iteration 41Q: 3 clusters Score -1629983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1629995.875000 Penalty: 4778.158203
	Iteration 42Q: 3 clusters Score -1629996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1630013.250000 Penalty: 4778.158203
	Iteration 43Q: 3 clusters Score -1630013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1630028.875000 Penalty: 4778.158203
	Iteration 44Q: 3 clusters Score -1630029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1630053.250000 Penalty: 4778.158203
	Iteration 45Q: 3 clusters Score -1630053 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1630072.375000 Penalty: 4778.158203
	Iteration 46Q: 3 clusters Score -1630072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1630092.750000 Penalty: 4778.158203
	Iteration 47Q: 3 clusters Score -1630093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1630117.125000 Penalty: 4778.158203
	Iteration 48Q: 3 clusters Score -1630117 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1630138.500000 Penalty: 4778.158203
	Iteration 49Q: 3 clusters Score -1630138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1630161.375000 Penalty: 4778.158203
	Iteration 50Q: 3 clusters Score -1630161 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1630193.250000 Penalty: 4778.158203
	Iteration 51Q: 3 clusters Score -1630193 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1630224.500000 Penalty: 4778.158203
	Iteration 52Q: 3 clusters Score -1630224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1630258.375000 Penalty: 4778.158203
	Iteration 53Q: 3 clusters Score -1630258 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1630290.000000 Penalty: 4778.158203
	Iteration 54Q: 3 clusters Score -1630290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1630326.250000 Penalty: 4778.158203
	Iteration 55Q: 3 clusters Score -1630326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1630365.125000 Penalty: 4778.158203
	Iteration 56Q: 3 clusters Score -1630365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1630384.750000 Penalty: 4778.158203
	Iteration 57Q: 3 clusters Score -1630385 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1630406.000000 Penalty: 4778.158203
	Iteration 58Q: 3 clusters Score -1630406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1630425.750000 Penalty: 4778.158203
	Iteration 59Q: 3 clusters Score -1630426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1630447.500000 Penalty: 4778.158203
	Iteration 60F: 3 clusters Score -1630448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1630461.000000 Penalty: 4778.158203
	Iteration 61Q: 3 clusters Score -1630461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1630473.250000 Penalty: 4778.158203
	Iteration 62Q: 3 clusters Score -1630473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1630481.875000 Penalty: 4778.158203
	Iteration 63Q: 3 clusters Score -1630482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1630489.500000 Penalty: 4778.158203
	Iteration 64Q: 3 clusters Score -1630490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1630498.875000 Penalty: 4778.158203
	Iteration 65Q: 3 clusters Score -1630499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1630505.375000 Penalty: 4778.158203
	Iteration 66Q: 3 clusters Score -1630505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1630514.625000 Penalty: 4778.158203
	Iteration 67Q: 3 clusters Score -1630515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1630513.125000 Penalty: 4778.158203
	Iteration 68Q: 3 clusters Score -1630513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1630514.875000 Penalty: 4778.158203
	Iteration 69Q: 3 clusters Score -1630515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1630514.375000 Penalty: 4778.158203
	Iteration 70Q: 3 clusters Score -1630514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1630518.875000 Penalty: 4778.158203
	Iteration 71Q: 3 clusters Score -1630519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1630521.875000 Penalty: 4778.158203
	Iteration 72Q: 3 clusters Score -1630522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1630524.000000 Penalty: 4778.158203
	Iteration 73Q: 3 clusters Score -1630524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1630520.500000 Penalty: 4778.158203
	Iteration 74Q: 3 clusters Score -1630520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1630526.125000 Penalty: 4778.158203
	Iteration 75Q: 3 clusters Score -1630526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1630535.500000 Penalty: 4778.158203
	Iteration 76Q: 3 clusters Score -1630536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1630535.250000 Penalty: 4778.158203
	Iteration 77Q: 3 clusters Score -1630535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1630538.000000 Penalty: 4778.158203
	Iteration 78Q: 3 clusters Score -1630538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1630535.125000 Penalty: 4778.158203
	Iteration 79Q: 3 clusters Score -1630535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1630542.375000 Penalty: 4778.158203
	Iteration 80F: 3 clusters Score -1630542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1630540.500000 Penalty: 4778.158203
	Iteration 81Q: 3 clusters Score -1630540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1630543.375000 Penalty: 4778.158203
	Iteration 82Q: 3 clusters Score -1630543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1630547.750000 Penalty: 4778.158203
	Iteration 83Q: 3 clusters Score -1630548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1630546.750000 Penalty: 4778.158203
	Iteration 84Q: 3 clusters Score -1630547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1630545.250000 Penalty: 4778.158203
	Iteration 85Q: 3 clusters Score -1630545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1630545.375000 Penalty: 4778.158203
	Iteration 86Q: 3 clusters Score -1630545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1630547.000000 Penalty: 4778.158203
	Iteration 87Q: 3 clusters Score -1630547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1630548.625000 Penalty: 4778.158203
	Iteration 88Q: 3 clusters Score -1630549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1630551.750000 Penalty: 4778.158203
	Iteration 89Q: 3 clusters Score -1630552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1630550.000000 Penalty: 4778.158203
	Iteration 90Q: 3 clusters Score -1630550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1630553.375000 Penalty: 4778.158203
	Iteration 91Q: 3 clusters Score -1630553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1630551.250000 Penalty: 4778.158203
	Iteration 92Q: 3 clusters Score -1630551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1630551.125000 Penalty: 4778.158203
	Iteration 93Q: 3 clusters Score -1630551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1630551.625000 Penalty: 4778.158203
	Iteration 94Q: 3 clusters Score -1630552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1630551.625000 Penalty: 4778.158203
	Iteration 95F: 3 clusters Score -1630552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7596 members 
Entering Unmasked Estep 
Score: -139289600.000000 Penalty: 226831.578125
Splitting cluster 25 changes total score from -139289488.000000 to -139289600.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 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 425 members 
Entering Unmasked Estep 
Score: -82014.765625 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -82014.77 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82354.875000 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82354.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82502.007812 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82502.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82625.648438 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -82625.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82708.382812 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -82708.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82790.664062 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -82790.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82877.351562 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -82877.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82939.976562 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -82939.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82980.695312 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -82980.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82998.843750 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -82998.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83009.289062 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83009.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83018.195312 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83030.851562 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -83030.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83050.632812 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -83050.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83073.835938 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -83073.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83098.609375 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -83098.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83134.664062 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -83134.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83160.640625 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -83160.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83191.476562 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -83191.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83208.070312 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -83208.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83217.468750 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -83217.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -83232.460938 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -83232.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83233.953125 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -83233.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83233.953125 Penalty: 3352.590576
	Iteration 23F: 3 clusters Score -83233.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Entering Unmasked Estep 
Score: -3714967.000000 Penalty: 2579.134766
	Iteration 0F: 2 clusters Score -3714967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3692409.500000 Penalty: 5158.269531
	Iteration 0F: 3 clusters Score -3692410 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3700683.250000 Penalty: 5158.269531
	Iteration 1F: 3 clusters Score -3700683 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3701248.500000 Penalty: 5158.269531
	Iteration 2Q: 3 clusters Score -3701248 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3701966.500000 Penalty: 5158.269531
	Iteration 3Q: 3 clusters Score -3701966 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3702931.750000 Penalty: 5158.269531
	Iteration 4F: 3 clusters Score -3702932 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3704320.000000 Penalty: 5158.269531
	Iteration 5F: 3 clusters Score -3704320 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3706240.000000 Penalty: 5158.269531
	Iteration 6F: 3 clusters Score -3706240 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3708351.250000 Penalty: 5158.269531
	Iteration 7F: 3 clusters Score -3708351 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3710100.500000 Penalty: 5158.269531
	Iteration 8F: 3 clusters Score -3710100 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3711254.000000 Penalty: 5158.269531
	Iteration 9Q: 3 clusters Score -3711254 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3712149.500000 Penalty: 5158.269531
	Iteration 10Q: 3 clusters Score -3712150 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3712796.250000 Penalty: 5158.269531
	Iteration 11Q: 3 clusters Score -3712796 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3713338.500000 Penalty: 5158.269531
	Iteration 12Q: 3 clusters Score -3713338 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3713810.000000 Penalty: 5158.269531
	Iteration 13Q: 3 clusters Score -3713810 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3714065.250000 Penalty: 5158.269531
	Iteration 14Q: 3 clusters Score -3714065 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3714160.000000 Penalty: 5158.269531
	Iteration 15Q: 3 clusters Score -3714160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3714189.000000 Penalty: 5158.269531
	Iteration 16Q: 3 clusters Score -3714189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3714192.500000 Penalty: 5158.269531
	Iteration 17Q: 3 clusters Score -3714192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3714193.500000 Penalty: 5158.269531
	Iteration 18Q: 3 clusters Score -3714194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3714202.250000 Penalty: 5158.269531
	Iteration 19Q: 3 clusters Score -3714202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3714213.250000 Penalty: 5158.269531
	Iteration 20F: 3 clusters Score -3714213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3714206.250000 Penalty: 5158.269531
	Iteration 21Q: 3 clusters Score -3714206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3714206.250000 Penalty: 5158.269531
	Iteration 22Q: 3 clusters Score -3714206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3714210.000000 Penalty: 5158.269531
	Iteration 23Q: 3 clusters Score -3714210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3714209.500000 Penalty: 5158.269531
	Iteration 24Q: 3 clusters Score -3714210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3714209.500000 Penalty: 5158.269531
	Iteration 25F: 3 clusters Score -3714210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -109001.554688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -109001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107021.304688 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -107021.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107396.835938 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -107396.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107554.796875 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -107554.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -107656.398438 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -107656.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107747.570312 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -107747.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107841.156250 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -107841.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -107925.210938 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -107925.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -108029.062500 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -108029.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -108126.984375 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -108127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -108249.289062 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -108249.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -108394.085938 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -108394.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108741.164062 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -108741.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -108925.898438 Penalty: 3453.742188
	Iteration 12F: 3 clusters Score -108925.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109058.078125 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -109058.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109151.742188 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -109151.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109228.265625 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -109228.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -109288.953125 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -109289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109327.156250 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -109327.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -109362.695312 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -109362.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -109394.132812 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -109394.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -109417.101562 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -109417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -109431.539062 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -109431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -109456.171875 Penalty: 3453.742188
	Iteration 22Q: 3 clusters Score -109456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -109488.718750 Penalty: 3453.742188
	Iteration 23Q: 3 clusters Score -109488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -109509.140625 Penalty: 3453.742188
	Iteration 24Q: 3 clusters Score -109509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -109527.601562 Penalty: 3453.742188
	Iteration 25Q: 3 clusters Score -109527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109546.070312 Penalty: 3453.742188
	Iteration 26Q: 3 clusters Score -109546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -109557.156250 Penalty: 3453.742188
	Iteration 27Q: 3 clusters Score -109557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -109566.523438 Penalty: 3453.742188
	Iteration 28Q: 3 clusters Score -109566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -109567.523438 Penalty: 3453.742188
	Iteration 29Q: 3 clusters Score -109567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -109567.523438 Penalty: 3453.742188
	Iteration 30F: 3 clusters Score -109567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 748 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7596 members 
Mstep: Class 66 contains 309 members 
Entering Unmasked Estep 
Score: -139288464.000000 Penalty: 230321.296875
Splitting cluster 28 changes total score from -139289488.000000 to -139288464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -3031410.750000 Penalty: 2526.714844
	Iteration 0F: 2 clusters Score -3031411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3013085.500000 Penalty: 5053.429688
	Iteration 0F: 3 clusters Score -3013086 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3019771.000000 Penalty: 5053.429688
	Iteration 1F: 3 clusters Score -3019771 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3020510.750000 Penalty: 5053.429688
	Iteration 2F: 3 clusters Score -3020511 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3021504.250000 Penalty: 5053.429688
	Iteration 3F: 3 clusters Score -3021504 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3022764.000000 Penalty: 5053.429688
	Iteration 4F: 3 clusters Score -3022764 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3024082.500000 Penalty: 5053.429688
	Iteration 5F: 3 clusters Score -3024082 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -3025212.500000 Penalty: 5053.429688
	Iteration 6F: 3 clusters Score -3025212 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3026152.000000 Penalty: 5053.429688
	Iteration 7F: 3 clusters Score -3026152 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3026912.500000 Penalty: 5053.429688
	Iteration 8Q: 3 clusters Score -3026912 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3027430.250000 Penalty: 5053.429688
	Iteration 9Q: 3 clusters Score -3027430 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3027804.250000 Penalty: 5053.429688
	Iteration 10Q: 3 clusters Score -3027804 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3028130.250000 Penalty: 5053.429688
	Iteration 11Q: 3 clusters Score -3028130 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3028460.000000 Penalty: 5053.429688
	Iteration 12Q: 3 clusters Score -3028460 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3028719.500000 Penalty: 5053.429688
	Iteration 13Q: 3 clusters Score -3028720 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3028948.500000 Penalty: 5053.429688
	Iteration 14Q: 3 clusters Score -3028948 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3029160.500000 Penalty: 5053.429688
	Iteration 15Q: 3 clusters Score -3029160 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3029329.000000 Penalty: 5053.429688
	Iteration 16Q: 3 clusters Score -3029329 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3029465.500000 Penalty: 5053.429688
	Iteration 17Q: 3 clusters Score -3029466 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3029589.500000 Penalty: 5053.429688
	Iteration 18Q: 3 clusters Score -3029590 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3029702.250000 Penalty: 5053.429688
	Iteration 19Q: 3 clusters Score -3029702 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3029799.250000 Penalty: 5053.429688
	Iteration 20F: 3 clusters Score -3029799 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3029891.250000 Penalty: 5053.429688
	Iteration 21Q: 3 clusters Score -3029891 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3029947.750000 Penalty: 5053.429688
	Iteration 22Q: 3 clusters Score -3029948 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3029998.750000 Penalty: 5053.429688
	Iteration 23Q: 3 clusters Score -3029999 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3030044.250000 Penalty: 5053.429688
	Iteration 24Q: 3 clusters Score -3030044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3030096.750000 Penalty: 5053.429688
	Iteration 25Q: 3 clusters Score -3030097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3030146.750000 Penalty: 5053.429688
	Iteration 26Q: 3 clusters Score -3030147 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3030187.750000 Penalty: 5053.429688
	Iteration 27Q: 3 clusters Score -3030188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3030222.000000 Penalty: 5053.429688
	Iteration 28Q: 3 clusters Score -3030222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3030242.500000 Penalty: 5053.429688
	Iteration 29Q: 3 clusters Score -3030242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3030271.250000 Penalty: 5053.429688
	Iteration 30Q: 3 clusters Score -3030271 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3030284.000000 Penalty: 5053.429688
	Iteration 31Q: 3 clusters Score -3030284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3030294.500000 Penalty: 5053.429688
	Iteration 32Q: 3 clusters Score -3030294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3030307.500000 Penalty: 5053.429688
	Iteration 33Q: 3 clusters Score -3030308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3030314.000000 Penalty: 5053.429688
	Iteration 34Q: 3 clusters Score -3030314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3030317.250000 Penalty: 5053.429688
	Iteration 35Q: 3 clusters Score -3030317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3030313.000000 Penalty: 5053.429688
	Iteration 36Q: 3 clusters Score -3030313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3030309.250000 Penalty: 5053.429688
	Iteration 37Q: 3 clusters Score -3030309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3030310.500000 Penalty: 5053.429688
	Iteration 38Q: 3 clusters Score -3030310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3030310.500000 Penalty: 5053.429688
	Iteration 39F: 3 clusters Score -3030310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -1196888.500000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1196888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1188720.375000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1188720 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1191092.125000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1191092 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1191486.125000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1191486 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1191855.500000 Penalty: 4608.929688
	Iteration 3F: 3 clusters Score -1191856 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1192200.875000 Penalty: 4608.929688
	Iteration 4F: 3 clusters Score -1192201 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1192517.500000 Penalty: 4608.929688
	Iteration 5F: 3 clusters Score -1192518 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1192820.500000 Penalty: 4608.929688
	Iteration 6F: 3 clusters Score -1192820 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1193135.125000 Penalty: 4608.929688
	Iteration 7Q: 3 clusters Score -1193135 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1193432.500000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1193432 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1193708.750000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1193709 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1193979.500000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1193980 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1194192.750000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1194193 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1194399.250000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1194399 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1194588.375000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1194588 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1194752.750000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1194753 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1194902.000000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1194902 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1195017.125000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1195017 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1195114.375000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1195114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1195193.750000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1195194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1195262.875000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1195263 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1195328.875000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1195329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1195371.625000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1195372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1195406.750000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1195407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1195421.625000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1195422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1195434.500000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1195434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1195441.875000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1195442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1195444.125000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1195444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1195447.250000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1195447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1195448.625000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1195449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1195449.750000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1195450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1195451.375000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1195451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1195453.125000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1195453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1195453.875000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1195454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1195453.000000 Penalty: 4608.929688
	Iteration 33Q: 3 clusters Score -1195453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1195453.875000 Penalty: 4608.929688
	Iteration 34Q: 3 clusters Score -1195454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1195453.875000 Penalty: 4608.929688
	Iteration 35F: 3 clusters Score -1195454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Entering Unmasked Estep 
Score: -3092064.250000 Penalty: 2553.877197
	Iteration 0F: 2 clusters Score -3092064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3071844.750000 Penalty: 5107.754395
	Iteration 0F: 3 clusters Score -3071845 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3080340.750000 Penalty: 5107.754395
	Iteration 1F: 3 clusters Score -3080341 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3081901.500000 Penalty: 5107.754395
	Iteration 2F: 3 clusters Score -3081902 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3083347.500000 Penalty: 5107.754395
	Iteration 3F: 3 clusters Score -3083348 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3084615.000000 Penalty: 5107.754395
	Iteration 4F: 3 clusters Score -3084615 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3085688.500000 Penalty: 5107.754395
	Iteration 5F: 3 clusters Score -3085688 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3086486.500000 Penalty: 5107.754395
	Iteration 6Q: 3 clusters Score -3086486 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3087183.750000 Penalty: 5107.754395
	Iteration 7Q: 3 clusters Score -3087184 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3087743.000000 Penalty: 5107.754395
	Iteration 8Q: 3 clusters Score -3087743 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3088169.250000 Penalty: 5107.754395
	Iteration 9Q: 3 clusters Score -3088169 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3088456.000000 Penalty: 5107.754395
	Iteration 10Q: 3 clusters Score -3088456 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3088668.250000 Penalty: 5107.754395
	Iteration 11Q: 3 clusters Score -3088668 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3088839.500000 Penalty: 5107.754395
	Iteration 12Q: 3 clusters Score -3088840 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3088987.250000 Penalty: 5107.754395
	Iteration 13Q: 3 clusters Score -3088987 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3089189.750000 Penalty: 5107.754395
	Iteration 14Q: 3 clusters Score -3089190 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3089401.500000 Penalty: 5107.754395
	Iteration 15Q: 3 clusters Score -3089402 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3089546.000000 Penalty: 5107.754395
	Iteration 16Q: 3 clusters Score -3089546 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3089678.000000 Penalty: 5107.754395
	Iteration 17Q: 3 clusters Score -3089678 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3089751.000000 Penalty: 5107.754395
	Iteration 18Q: 3 clusters Score -3089751 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3089797.750000 Penalty: 5107.754395
	Iteration 19Q: 3 clusters Score -3089798 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3089840.750000 Penalty: 5107.754395
	Iteration 20F: 3 clusters Score -3089841 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3089861.750000 Penalty: 5107.754395
	Iteration 21Q: 3 clusters Score -3089862 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3089892.250000 Penalty: 5107.754395
	Iteration 22Q: 3 clusters Score -3089892 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3089921.250000 Penalty: 5107.754395
	Iteration 23Q: 3 clusters Score -3089921 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3089939.750000 Penalty: 5107.754395
	Iteration 24Q: 3 clusters Score -3089940 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3089950.250000 Penalty: 5107.754395
	Iteration 25Q: 3 clusters Score -3089950 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3089978.000000 Penalty: 5107.754395
	Iteration 26Q: 3 clusters Score -3089978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3090010.750000 Penalty: 5107.754395
	Iteration 27Q: 3 clusters Score -3090011 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3090031.500000 Penalty: 5107.754395
	Iteration 28Q: 3 clusters Score -3090032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3090055.000000 Penalty: 5107.754395
	Iteration 29Q: 3 clusters Score -3090055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3090069.250000 Penalty: 5107.754395
	Iteration 30Q: 3 clusters Score -3090069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3090077.000000 Penalty: 5107.754395
	Iteration 31Q: 3 clusters Score -3090077 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3090091.750000 Penalty: 5107.754395
	Iteration 32Q: 3 clusters Score -3090092 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3090109.250000 Penalty: 5107.754395
	Iteration 33Q: 3 clusters Score -3090109 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3090122.000000 Penalty: 5107.754395
	Iteration 34Q: 3 clusters Score -3090122 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3090145.500000 Penalty: 5107.754395
	Iteration 35Q: 3 clusters Score -3090146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3090158.000000 Penalty: 5107.754395
	Iteration 36Q: 3 clusters Score -3090158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3090164.000000 Penalty: 5107.754395
	Iteration 37Q: 3 clusters Score -3090164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3090174.000000 Penalty: 5107.754395
	Iteration 38Q: 3 clusters Score -3090174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3090173.500000 Penalty: 5107.754395
	Iteration 39Q: 3 clusters Score -3090174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3090179.250000 Penalty: 5107.754395
	Iteration 40F: 3 clusters Score -3090179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3090184.000000 Penalty: 5107.754395
	Iteration 41Q: 3 clusters Score -3090184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3090193.250000 Penalty: 5107.754395
	Iteration 42Q: 3 clusters Score -3090193 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3090210.500000 Penalty: 5107.754395
	Iteration 43Q: 3 clusters Score -3090210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3090208.750000 Penalty: 5107.754395
	Iteration 44Q: 3 clusters Score -3090209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3090217.250000 Penalty: 5107.754395
	Iteration 45Q: 3 clusters Score -3090217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3090216.500000 Penalty: 5107.754395
	Iteration 46Q: 3 clusters Score -3090216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3090220.500000 Penalty: 5107.754395
	Iteration 47Q: 3 clusters Score -3090220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3090227.750000 Penalty: 5107.754395
	Iteration 48Q: 3 clusters Score -3090228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3090237.500000 Penalty: 5107.754395
	Iteration 49Q: 3 clusters Score -3090238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3090243.000000 Penalty: 5107.754395
	Iteration 50Q: 3 clusters Score -3090243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3090242.500000 Penalty: 5107.754395
	Iteration 51Q: 3 clusters Score -3090242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3090253.000000 Penalty: 5107.754395
	Iteration 52Q: 3 clusters Score -3090253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3090248.750000 Penalty: 5107.754395
	Iteration 53Q: 3 clusters Score -3090249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3090247.250000 Penalty: 5107.754395
	Iteration 54Q: 3 clusters Score -3090247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3090249.500000 Penalty: 5107.754395
	Iteration 55Q: 3 clusters Score -3090250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3090244.750000 Penalty: 5107.754395
	Iteration 56Q: 3 clusters Score -3090245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3090261.250000 Penalty: 5107.754395
	Iteration 57Q: 3 clusters Score -3090261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3090260.500000 Penalty: 5107.754395
	Iteration 58Q: 3 clusters Score -3090260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3090261.750000 Penalty: 5107.754395
	Iteration 59Q: 3 clusters Score -3090262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3090263.000000 Penalty: 5107.754395
	Iteration 60F: 3 clusters Score -3090263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3090263.250000 Penalty: 5107.754395
	Iteration 61Q: 3 clusters Score -3090263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3090269.500000 Penalty: 5107.754395
	Iteration 62Q: 3 clusters Score -3090270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3090271.250000 Penalty: 5107.754395
	Iteration 63Q: 3 clusters Score -3090271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3090271.250000 Penalty: 5107.754395
	Iteration 64Q: 3 clusters Score -3090271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3090272.250000 Penalty: 5107.754395
	Iteration 65Q: 3 clusters Score -3090272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -3090269.000000 Penalty: 5107.754395
	Iteration 66Q: 3 clusters Score -3090269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3090267.750000 Penalty: 5107.754395
	Iteration 67Q: 3 clusters Score -3090268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3090275.000000 Penalty: 5107.754395
	Iteration 68Q: 3 clusters Score -3090275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3090284.000000 Penalty: 5107.754395
	Iteration 69Q: 3 clusters Score -3090284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3090274.750000 Penalty: 5107.754395
	Iteration 70Q: 3 clusters Score -3090275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3090277.750000 Penalty: 5107.754395
	Iteration 71Q: 3 clusters Score -3090278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3090283.000000 Penalty: 5107.754395
	Iteration 72Q: 3 clusters Score -3090283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3090278.000000 Penalty: 5107.754395
	Iteration 73Q: 3 clusters Score -3090278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3090276.000000 Penalty: 5107.754395
	Iteration 74Q: 3 clusters Score -3090276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3090282.000000 Penalty: 5107.754395
	Iteration 75Q: 3 clusters Score -3090282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3090287.500000 Penalty: 5107.754395
	Iteration 76Q: 3 clusters Score -3090288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3090282.000000 Penalty: 5107.754395
	Iteration 77Q: 3 clusters Score -3090282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3090294.000000 Penalty: 5107.754395
	Iteration 78Q: 3 clusters Score -3090294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3090296.750000 Penalty: 5107.754395
	Iteration 79Q: 3 clusters Score -3090297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3090305.750000 Penalty: 5107.754395
	Iteration 80F: 3 clusters Score -3090306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3090309.750000 Penalty: 5107.754395
	Iteration 81Q: 3 clusters Score -3090310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3090303.250000 Penalty: 5107.754395
	Iteration 82Q: 3 clusters Score -3090303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3090316.000000 Penalty: 5107.754395
	Iteration 83Q: 3 clusters Score -3090316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3090317.750000 Penalty: 5107.754395
	Iteration 84Q: 3 clusters Score -3090318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3090330.000000 Penalty: 5107.754395
	Iteration 85Q: 3 clusters Score -3090330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3090325.750000 Penalty: 5107.754395
	Iteration 86Q: 3 clusters Score -3090326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3090321.750000 Penalty: 5107.754395
	Iteration 87Q: 3 clusters Score -3090322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3090330.000000 Penalty: 5107.754395
	Iteration 88Q: 3 clusters Score -3090330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3090333.250000 Penalty: 5107.754395
	Iteration 89Q: 3 clusters Score -3090333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3090327.500000 Penalty: 5107.754395
	Iteration 90Q: 3 clusters Score -3090328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3090342.250000 Penalty: 5107.754395
	Iteration 91Q: 3 clusters Score -3090342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3090344.750000 Penalty: 5107.754395
	Iteration 92Q: 3 clusters Score -3090345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3090343.250000 Penalty: 5107.754395
	Iteration 93Q: 3 clusters Score -3090343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3090341.750000 Penalty: 5107.754395
	Iteration 94Q: 3 clusters Score -3090342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3090337.500000 Penalty: 5107.754395
	Iteration 95Q: 3 clusters Score -3090338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3090340.750000 Penalty: 5107.754395
	Iteration 96Q: 3 clusters Score -3090341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3090347.000000 Penalty: 5107.754395
	Iteration 97Q: 3 clusters Score -3090347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3090346.500000 Penalty: 5107.754395
	Iteration 98Q: 3 clusters Score -3090346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3090350.750000 Penalty: 5107.754395
	Iteration 99Q: 3 clusters Score -3090351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3090353.750000 Penalty: 5107.754395
	Iteration 100F: 3 clusters Score -3090354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3090357.000000 Penalty: 5107.754395
	Iteration 101Q: 3 clusters Score -3090357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3090363.500000 Penalty: 5107.754395
	Iteration 102Q: 3 clusters Score -3090364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3090361.000000 Penalty: 5107.754395
	Iteration 103Q: 3 clusters Score -3090361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -3090362.250000 Penalty: 5107.754395
	Iteration 104Q: 3 clusters Score -3090362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3090363.750000 Penalty: 5107.754395
	Iteration 105Q: 3 clusters Score -3090364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3090361.750000 Penalty: 5107.754395
	Iteration 106Q: 3 clusters Score -3090362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3090360.250000 Penalty: 5107.754395
	Iteration 107Q: 3 clusters Score -3090360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3090360.250000 Penalty: 5107.754395
	Iteration 108Q: 3 clusters Score -3090360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3090360.250000 Penalty: 5107.754395
	Iteration 109Q: 3 clusters Score -3090360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3090357.750000 Penalty: 5107.754395
	Iteration 110Q: 3 clusters Score -3090358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3090358.250000 Penalty: 5107.754395
	Iteration 111Q: 3 clusters Score -3090358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3090359.250000 Penalty: 5107.754395
	Iteration 112Q: 3 clusters Score -3090359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3090357.750000 Penalty: 5107.754395
	Iteration 113Q: 3 clusters Score -3090358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3090356.750000 Penalty: 5107.754395
	Iteration 114Q: 3 clusters Score -3090357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3090357.500000 Penalty: 5107.754395
	Iteration 115Q: 3 clusters Score -3090358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3090357.500000 Penalty: 5107.754395
	Iteration 116Q: 3 clusters Score -3090358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3090363.250000 Penalty: 5107.754395
	Iteration 117Q: 3 clusters Score -3090363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3090364.250000 Penalty: 5107.754395
	Iteration 118Q: 3 clusters Score -3090364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3090360.750000 Penalty: 5107.754395
	Iteration 119Q: 3 clusters Score -3090361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3090360.750000 Penalty: 5107.754395
	Iteration 120F: 3 clusters Score -3090361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3090363.750000 Penalty: 5107.754395
	Iteration 121Q: 3 clusters Score -3090364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3090365.000000 Penalty: 5107.754395
	Iteration 122Q: 3 clusters Score -3090365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3090366.250000 Penalty: 5107.754395
	Iteration 123Q: 3 clusters Score -3090366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3090364.250000 Penalty: 5107.754395
	Iteration 124Q: 3 clusters Score -3090364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3090361.750000 Penalty: 5107.754395
	Iteration 125Q: 3 clusters Score -3090362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3090366.500000 Penalty: 5107.754395
	Iteration 126Q: 3 clusters Score -3090366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3090359.750000 Penalty: 5107.754395
	Iteration 127Q: 3 clusters Score -3090360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3090361.000000 Penalty: 5107.754395
	Iteration 128Q: 3 clusters Score -3090361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3090363.250000 Penalty: 5107.754395
	Iteration 129Q: 3 clusters Score -3090363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3090363.250000 Penalty: 5107.754395
	Iteration 130F: 3 clusters Score -3090363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Entering Unmasked Estep 
Score: -892147.187500 Penalty: 2237.745361
	Iteration 0F: 2 clusters Score -892147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -885580.437500 Penalty: 4475.490723
	Iteration 0F: 3 clusters Score -885580.4 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -887413.625000 Penalty: 4475.490723
	Iteration 1F: 3 clusters Score -887413.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -887739.562500 Penalty: 4475.490723
	Iteration 2F: 3 clusters Score -887739.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -888029.687500 Penalty: 4475.490723
	Iteration 3F: 3 clusters Score -888029.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -888344.312500 Penalty: 4475.490723
	Iteration 4F: 3 clusters Score -888344.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -888673.125000 Penalty: 4475.490723
	Iteration 5F: 3 clusters Score -888673.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -888932.312500 Penalty: 4475.490723
	Iteration 6Q: 3 clusters Score -888932.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -889185.625000 Penalty: 4475.490723
	Iteration 7Q: 3 clusters Score -889185.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -889398.750000 Penalty: 4475.490723
	Iteration 8Q: 3 clusters Score -889398.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -889579.875000 Penalty: 4475.490723
	Iteration 9Q: 3 clusters Score -889579.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -889722.375000 Penalty: 4475.490723
	Iteration 10Q: 3 clusters Score -889722.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -889831.687500 Penalty: 4475.490723
	Iteration 11Q: 3 clusters Score -889831.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -889918.187500 Penalty: 4475.490723
	Iteration 12Q: 3 clusters Score -889918.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -889989.250000 Penalty: 4475.490723
	Iteration 13Q: 3 clusters Score -889989.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -890044.437500 Penalty: 4475.490723
	Iteration 14Q: 3 clusters Score -890044.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -890092.812500 Penalty: 4475.490723
	Iteration 15Q: 3 clusters Score -890092.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -890126.250000 Penalty: 4475.490723
	Iteration 16Q: 3 clusters Score -890126.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -890151.562500 Penalty: 4475.490723
	Iteration 17Q: 3 clusters Score -890151.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -890168.500000 Penalty: 4475.490723
	Iteration 18Q: 3 clusters Score -890168.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -890180.250000 Penalty: 4475.490723
	Iteration 19Q: 3 clusters Score -890180.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -890195.875000 Penalty: 4475.490723
	Iteration 20F: 3 clusters Score -890195.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -890199.937500 Penalty: 4475.490723
	Iteration 21Q: 3 clusters Score -890199.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -890207.750000 Penalty: 4475.490723
	Iteration 22Q: 3 clusters Score -890207.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -890211.000000 Penalty: 4475.490723
	Iteration 23Q: 3 clusters Score -890211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -890215.812500 Penalty: 4475.490723
	Iteration 24Q: 3 clusters Score -890215.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -890220.937500 Penalty: 4475.490723
	Iteration 25Q: 3 clusters Score -890220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -890231.812500 Penalty: 4475.490723
	Iteration 26Q: 3 clusters Score -890231.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -890238.875000 Penalty: 4475.490723
	Iteration 27Q: 3 clusters Score -890238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -890242.062500 Penalty: 4475.490723
	Iteration 28Q: 3 clusters Score -890242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -890246.062500 Penalty: 4475.490723
	Iteration 29Q: 3 clusters Score -890246.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -890249.750000 Penalty: 4475.490723
	Iteration 30Q: 3 clusters Score -890249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -890253.125000 Penalty: 4475.490723
	Iteration 31Q: 3 clusters Score -890253.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -890263.000000 Penalty: 4475.490723
	Iteration 32Q: 3 clusters Score -890263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -890266.437500 Penalty: 4475.490723
	Iteration 33Q: 3 clusters Score -890266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -890271.625000 Penalty: 4475.490723
	Iteration 34Q: 3 clusters Score -890271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -890270.937500 Penalty: 4475.490723
	Iteration 35Q: 3 clusters Score -890270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -890272.250000 Penalty: 4475.490723
	Iteration 36Q: 3 clusters Score -890272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -890272.875000 Penalty: 4475.490723
	Iteration 37Q: 3 clusters Score -890272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -890272.750000 Penalty: 4475.490723
	Iteration 38Q: 3 clusters Score -890272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -890275.500000 Penalty: 4475.490723
	Iteration 39Q: 3 clusters Score -890275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -890276.437500 Penalty: 4475.490723
	Iteration 40F: 3 clusters Score -890276.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -523125.156250 Penalty: 2095.596191
	Iteration 0F: 2 clusters Score -523125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -518831.375000 Penalty: 4191.192383
	Iteration 0F: 3 clusters Score -518831.4 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -519844.968750 Penalty: 4191.192383
	Iteration 1F: 3 clusters Score -519845 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -520051.562500 Penalty: 4191.192383
	Iteration 2F: 3 clusters Score -520051.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -520191.906250 Penalty: 4191.192383
	Iteration 3Q: 3 clusters Score -520191.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -520286.781250 Penalty: 4191.192383
	Iteration 4Q: 3 clusters Score -520286.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -520352.687500 Penalty: 4191.192383
	Iteration 5Q: 3 clusters Score -520352.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -520416.437500 Penalty: 4191.192383
	Iteration 6Q: 3 clusters Score -520416.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -520494.125000 Penalty: 4191.192383
	Iteration 7Q: 3 clusters Score -520494.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -520579.562500 Penalty: 4191.192383
	Iteration 8Q: 3 clusters Score -520579.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -520715.875000 Penalty: 4191.192383
	Iteration 9Q: 3 clusters Score -520715.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -520933.750000 Penalty: 4191.192383
	Iteration 10Q: 3 clusters Score -520933.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -521102.156250 Penalty: 4191.192383
	Iteration 11Q: 3 clusters Score -521102.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -521225.343750 Penalty: 4191.192383
	Iteration 12Q: 3 clusters Score -521225.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -521315.531250 Penalty: 4191.192383
	Iteration 13Q: 3 clusters Score -521315.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -521381.062500 Penalty: 4191.192383
	Iteration 14Q: 3 clusters Score -521381.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -521442.375000 Penalty: 4191.192383
	Iteration 15Q: 3 clusters Score -521442.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -521497.062500 Penalty: 4191.192383
	Iteration 16Q: 3 clusters Score -521497.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -521537.718750 Penalty: 4191.192383
	Iteration 17Q: 3 clusters Score -521537.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -521561.500000 Penalty: 4191.192383
	Iteration 18Q: 3 clusters Score -521561.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -521583.562500 Penalty: 4191.192383
	Iteration 19Q: 3 clusters Score -521583.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -521608.406250 Penalty: 4191.192383
	Iteration 20F: 3 clusters Score -521608.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -521630.937500 Penalty: 4191.192383
	Iteration 21Q: 3 clusters Score -521630.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -521651.562500 Penalty: 4191.192383
	Iteration 22Q: 3 clusters Score -521651.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -521674.750000 Penalty: 4191.192383
	Iteration 23Q: 3 clusters Score -521674.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -521696.718750 Penalty: 4191.192383
	Iteration 24Q: 3 clusters Score -521696.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -521713.937500 Penalty: 4191.192383
	Iteration 25Q: 3 clusters Score -521713.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -521732.875000 Penalty: 4191.192383
	Iteration 26Q: 3 clusters Score -521732.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -521747.062500 Penalty: 4191.192383
	Iteration 27Q: 3 clusters Score -521747.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -521758.843750 Penalty: 4191.192383
	Iteration 28Q: 3 clusters Score -521758.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -521765.937500 Penalty: 4191.192383
	Iteration 29Q: 3 clusters Score -521765.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -521772.156250 Penalty: 4191.192383
	Iteration 30Q: 3 clusters Score -521772.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -521777.343750 Penalty: 4191.192383
	Iteration 31Q: 3 clusters Score -521777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -521781.062500 Penalty: 4191.192383
	Iteration 32Q: 3 clusters Score -521781.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -521783.687500 Penalty: 4191.192383
	Iteration 33Q: 3 clusters Score -521783.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -521786.875000 Penalty: 4191.192383
	Iteration 34Q: 3 clusters Score -521786.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -521789.093750 Penalty: 4191.192383
	Iteration 35Q: 3 clusters Score -521789.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -521791.343750 Penalty: 4191.192383
	Iteration 36Q: 3 clusters Score -521791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -521792.937500 Penalty: 4191.192383
	Iteration 37Q: 3 clusters Score -521792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -521793.718750 Penalty: 4191.192383
	Iteration 38Q: 3 clusters Score -521793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -521794.343750 Penalty: 4191.192383
	Iteration 39Q: 3 clusters Score -521794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -521797.062500 Penalty: 4191.192383
	Iteration 40F: 3 clusters Score -521797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -521798.750000 Penalty: 4191.192383
	Iteration 41Q: 3 clusters Score -521798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -521799.593750 Penalty: 4191.192383
	Iteration 42Q: 3 clusters Score -521799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -521800.968750 Penalty: 4191.192383
	Iteration 43Q: 3 clusters Score -521801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -521802.187500 Penalty: 4191.192383
	Iteration 44Q: 3 clusters Score -521802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -521802.125000 Penalty: 4191.192383
	Iteration 45Q: 3 clusters Score -521802.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -521802.000000 Penalty: 4191.192383
	Iteration 46Q: 3 clusters Score -521802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -521803.125000 Penalty: 4191.192383
	Iteration 47Q: 3 clusters Score -521803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -521804.187500 Penalty: 4191.192383
	Iteration 48Q: 3 clusters Score -521804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -521803.093750 Penalty: 4191.192383
	Iteration 49Q: 3 clusters Score -521803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -521803.687500 Penalty: 4191.192383
	Iteration 50Q: 3 clusters Score -521803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -521803.843750 Penalty: 4191.192383
	Iteration 51Q: 3 clusters Score -521803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -521803.843750 Penalty: 4191.192383
	Iteration 52F: 3 clusters Score -521803.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -1741111.500000 Penalty: 2390.649902
	Iteration 0F: 2 clusters Score -1741112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1730048.500000 Penalty: 4781.299805
	Iteration 0F: 3 clusters Score -1730048 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1733747.875000 Penalty: 4781.299805
	Iteration 1F: 3 clusters Score -1733748 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1734290.500000 Penalty: 4781.299805
	Iteration 2F: 3 clusters Score -1734290 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1734817.875000 Penalty: 4781.299805
	Iteration 3F: 3 clusters Score -1734818 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1735368.750000 Penalty: 4781.299805
	Iteration 4F: 3 clusters Score -1735369 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1735920.125000 Penalty: 4781.299805
	Iteration 5F: 3 clusters Score -1735920 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1736477.125000 Penalty: 4781.299805
	Iteration 6F: 3 clusters Score -1736477 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1737091.000000 Penalty: 4781.299805
	Iteration 7F: 3 clusters Score -1737091 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1737771.125000 Penalty: 4781.299805
	Iteration 8F: 3 clusters Score -1737771 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1738464.250000 Penalty: 4781.299805
	Iteration 9Q: 3 clusters Score -1738464 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1739041.250000 Penalty: 4781.299805
	Iteration 10Q: 3 clusters Score -1739041 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1739450.125000 Penalty: 4781.299805
	Iteration 11Q: 3 clusters Score -1739450 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1739756.250000 Penalty: 4781.299805
	Iteration 12Q: 3 clusters Score -1739756 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1740001.750000 Penalty: 4781.299805
	Iteration 13Q: 3 clusters Score -1740002 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1740279.125000 Penalty: 4781.299805
	Iteration 14Q: 3 clusters Score -1740279 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1740504.750000 Penalty: 4781.299805
	Iteration 15Q: 3 clusters Score -1740505 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1740631.250000 Penalty: 4781.299805
	Iteration 16Q: 3 clusters Score -1740631 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1740717.375000 Penalty: 4781.299805
	Iteration 17Q: 3 clusters Score -1740717 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1740768.000000 Penalty: 4781.299805
	Iteration 18Q: 3 clusters Score -1740768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1740791.875000 Penalty: 4781.299805
	Iteration 19Q: 3 clusters Score -1740792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1740789.625000 Penalty: 4781.299805
	Iteration 20F: 3 clusters Score -1740790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1740795.000000 Penalty: 4781.299805
	Iteration 21Q: 3 clusters Score -1740795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1740798.500000 Penalty: 4781.299805
	Iteration 22Q: 3 clusters Score -1740798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1740800.125000 Penalty: 4781.299805
	Iteration 23Q: 3 clusters Score -1740800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1740802.125000 Penalty: 4781.299805
	Iteration 24Q: 3 clusters Score -1740802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1740803.500000 Penalty: 4781.299805
	Iteration 25Q: 3 clusters Score -1740804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1740803.500000 Penalty: 4781.299805
	Iteration 26F: 3 clusters Score -1740804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -34203.605469 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -34203.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32891.425781 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -32891.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33086.386719 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -33086.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33186.476562 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -33186.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33209.347656 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -33209.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33229.070312 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -33229.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33247.691406 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -33247.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33254.316406 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -33254.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33261.332031 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -33261.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33264.195312 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -33264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33273.941406 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -33273.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33280.082031 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -33280.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33288.160156 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -33288.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33288.160156 Penalty: 2933.097656
	Iteration 12F: 3 clusters Score -33288.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -483673.687500 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -483673.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -479401.687500 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -479401.7 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -480434.812500 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -480434.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -480662.593750 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -480662.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -480840.968750 Penalty: 4181.442383
	Iteration 3F: 3 clusters Score -480841 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -481039.375000 Penalty: 4181.442383
	Iteration 4F: 3 clusters Score -481039.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -481277.687500 Penalty: 4181.442383
	Iteration 5F: 3 clusters Score -481277.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -481551.562500 Penalty: 4181.442383
	Iteration 6F: 3 clusters Score -481551.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -481803.281250 Penalty: 4181.442383
	Iteration 7F: 3 clusters Score -481803.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -482000.843750 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -482000.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -482142.531250 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -482142.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -482224.125000 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -482224.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -482290.062500 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -482290.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -482355.000000 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -482355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -482407.781250 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -482407.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -482443.437500 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -482443.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -482465.531250 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -482465.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -482493.781250 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -482493.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -482524.125000 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -482524.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -482555.781250 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -482555.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -482594.437500 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -482594.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -482648.843750 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -482648.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -482751.125000 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -482751.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -482902.718750 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -482902.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -483025.187500 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -483025.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -483072.000000 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -483072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -483094.812500 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -483094.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -483105.031250 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -483105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -483111.343750 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -483111.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -483117.968750 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -483118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -483120.281250 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -483120.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -483122.531250 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -483122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -483123.343750 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -483123.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -483125.062500 Penalty: 4181.442383
	Iteration 32Q: 3 clusters Score -483125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -483124.593750 Penalty: 4181.442383
	Iteration 33Q: 3 clusters Score -483124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -483124.593750 Penalty: 4181.442383
	Iteration 34F: 3 clusters Score -483124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -651620.187500 Penalty: 2157.272949
	Iteration 0F: 2 clusters Score -651620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -646512.000000 Penalty: 4314.545898
	Iteration 0F: 3 clusters Score -646512 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -647856.062500 Penalty: 4314.545898
	Iteration 1F: 3 clusters Score -647856.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -648189.500000 Penalty: 4314.545898
	Iteration 2F: 3 clusters Score -648189.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -648477.625000 Penalty: 4314.545898
	Iteration 3F: 3 clusters Score -648477.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -648772.000000 Penalty: 4314.545898
	Iteration 4F: 3 clusters Score -648772 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -649050.937500 Penalty: 4314.545898
	Iteration 5F: 3 clusters Score -649050.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -649304.250000 Penalty: 4314.545898
	Iteration 6F: 3 clusters Score -649304.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -649504.562500 Penalty: 4314.545898
	Iteration 7Q: 3 clusters Score -649504.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -649646.687500 Penalty: 4314.545898
	Iteration 8Q: 3 clusters Score -649646.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -649743.312500 Penalty: 4314.545898
	Iteration 9Q: 3 clusters Score -649743.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -649811.125000 Penalty: 4314.545898
	Iteration 10Q: 3 clusters Score -649811.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -649844.687500 Penalty: 4314.545898
	Iteration 11Q: 3 clusters Score -649844.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -649869.750000 Penalty: 4314.545898
	Iteration 12Q: 3 clusters Score -649869.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -649889.062500 Penalty: 4314.545898
	Iteration 13Q: 3 clusters Score -649889.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -649904.125000 Penalty: 4314.545898
	Iteration 14Q: 3 clusters Score -649904.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -649911.875000 Penalty: 4314.545898
	Iteration 15Q: 3 clusters Score -649911.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -649917.687500 Penalty: 4314.545898
	Iteration 16Q: 3 clusters Score -649917.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -649923.312500 Penalty: 4314.545898
	Iteration 17Q: 3 clusters Score -649923.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -649927.875000 Penalty: 4314.545898
	Iteration 18Q: 3 clusters Score -649927.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -649930.750000 Penalty: 4314.545898
	Iteration 19Q: 3 clusters Score -649930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -649934.437500 Penalty: 4314.545898
	Iteration 20F: 3 clusters Score -649934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -649936.437500 Penalty: 4314.545898
	Iteration 21Q: 3 clusters Score -649936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -649938.750000 Penalty: 4314.545898
	Iteration 22Q: 3 clusters Score -649938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -649941.312500 Penalty: 4314.545898
	Iteration 23Q: 3 clusters Score -649941.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -649943.687500 Penalty: 4314.545898
	Iteration 24Q: 3 clusters Score -649943.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -649945.250000 Penalty: 4314.545898
	Iteration 25Q: 3 clusters Score -649945.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -649947.125000 Penalty: 4314.545898
	Iteration 26Q: 3 clusters Score -649947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -649947.812500 Penalty: 4314.545898
	Iteration 27Q: 3 clusters Score -649947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -649947.375000 Penalty: 4314.545898
	Iteration 28Q: 3 clusters Score -649947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -649947.062500 Penalty: 4314.545898
	Iteration 29Q: 3 clusters Score -649947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -649948.812500 Penalty: 4314.545898
	Iteration 30Q: 3 clusters Score -649948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -649950.375000 Penalty: 4314.545898
	Iteration 31Q: 3 clusters Score -649950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -649951.375000 Penalty: 4314.545898
	Iteration 32Q: 3 clusters Score -649951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -649948.625000 Penalty: 4314.545898
	Iteration 33Q: 3 clusters Score -649948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -649948.625000 Penalty: 4314.545898
	Iteration 34F: 3 clusters Score -649948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 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 170 members 
Entering Unmasked Estep 
Score: -36479.777344 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36479.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36603.007812 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36603.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36640.355469 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36640.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36658.750000 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -36658.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36662.078125 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -36662.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36662.078125 Penalty: 2920.883301
	Iteration 5F: 3 clusters Score -36662.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Entering Unmasked Estep 
Score: -1321335.250000 Penalty: 2324.517578
	Iteration 0F: 2 clusters Score -1321335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1312554.750000 Penalty: 4649.035156
	Iteration 0F: 3 clusters Score -1312555 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1315379.000000 Penalty: 4649.035156
	Iteration 1F: 3 clusters Score -1315379 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1315886.250000 Penalty: 4649.035156
	Iteration 2F: 3 clusters Score -1315886 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1316349.250000 Penalty: 4649.035156
	Iteration 3F: 3 clusters Score -1316349 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1316848.125000 Penalty: 4649.035156
	Iteration 4F: 3 clusters Score -1316848 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1317388.875000 Penalty: 4649.035156
	Iteration 5F: 3 clusters Score -1317389 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1317850.125000 Penalty: 4649.035156
	Iteration 6F: 3 clusters Score -1317850 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1318257.125000 Penalty: 4649.035156
	Iteration 7F: 3 clusters Score -1318257 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1318690.375000 Penalty: 4649.035156
	Iteration 8F: 3 clusters Score -1318690 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1319095.125000 Penalty: 4649.035156
	Iteration 9Q: 3 clusters Score -1319095 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1319490.250000 Penalty: 4649.035156
	Iteration 10Q: 3 clusters Score -1319490 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1319877.250000 Penalty: 4649.035156
	Iteration 11Q: 3 clusters Score -1319877 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1320198.500000 Penalty: 4649.035156
	Iteration 12Q: 3 clusters Score -1320198 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1320445.750000 Penalty: 4649.035156
	Iteration 13Q: 3 clusters Score -1320446 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1320586.375000 Penalty: 4649.035156
	Iteration 14Q: 3 clusters Score -1320586 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1320668.000000 Penalty: 4649.035156
	Iteration 15Q: 3 clusters Score -1320668 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1320723.500000 Penalty: 4649.035156
	Iteration 16Q: 3 clusters Score -1320724 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1320753.875000 Penalty: 4649.035156
	Iteration 17Q: 3 clusters Score -1320754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1320778.125000 Penalty: 4649.035156
	Iteration 18Q: 3 clusters Score -1320778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1320788.625000 Penalty: 4649.035156
	Iteration 19Q: 3 clusters Score -1320789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1320796.500000 Penalty: 4649.035156
	Iteration 20F: 3 clusters Score -1320796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1320797.875000 Penalty: 4649.035156
	Iteration 21Q: 3 clusters Score -1320798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1320803.250000 Penalty: 4649.035156
	Iteration 22Q: 3 clusters Score -1320803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1320805.250000 Penalty: 4649.035156
	Iteration 23Q: 3 clusters Score -1320805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1320807.375000 Penalty: 4649.035156
	Iteration 24Q: 3 clusters Score -1320807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1320806.500000 Penalty: 4649.035156
	Iteration 25Q: 3 clusters Score -1320806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1320809.500000 Penalty: 4649.035156
	Iteration 26Q: 3 clusters Score -1320810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1320808.375000 Penalty: 4649.035156
	Iteration 27Q: 3 clusters Score -1320808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1320808.875000 Penalty: 4649.035156
	Iteration 28Q: 3 clusters Score -1320809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1320809.625000 Penalty: 4649.035156
	Iteration 29Q: 3 clusters Score -1320810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1320809.000000 Penalty: 4649.035156
	Iteration 30Q: 3 clusters Score -1320809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1320809.000000 Penalty: 4649.035156
	Iteration 31F: 3 clusters Score -1320809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -476068.312500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -476068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -471905.718750 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -471905.7 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -472850.343750 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -472850.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -473108.406250 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -473108.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -473344.750000 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -473344.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -473654.593750 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -473654.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -473960.562500 Penalty: 4168.062988
	Iteration 5F: 3 clusters Score -473960.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -474214.875000 Penalty: 4168.062988
	Iteration 6F: 3 clusters Score -474214.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -474413.656250 Penalty: 4168.062988
	Iteration 7F: 3 clusters Score -474413.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -474547.781250 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -474547.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -474620.937500 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -474620.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -474675.531250 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -474675.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -474728.625000 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -474728.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -474768.750000 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -474768.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -474794.093750 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -474794.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -474813.968750 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -474814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -474836.906250 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -474836.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -474859.062500 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -474859.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -474880.593750 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -474880.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -474893.093750 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -474893.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -474903.812500 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -474903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -474910.281250 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -474910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -474915.187500 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -474915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -474915.812500 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -474915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -474916.156250 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -474916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -474918.906250 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -474918.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -474920.812500 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -474920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -474924.562500 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -474924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -474925.250000 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -474925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -474927.437500 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -474927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -474927.187500 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -474927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -474929.625000 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -474929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -474929.562500 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -474929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -474930.218750 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -474930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -474930.218750 Penalty: 4168.062988
	Iteration 33F: 3 clusters Score -474930.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -833910.937500 Penalty: 2210.827393
	Iteration 0F: 2 clusters Score -833910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -827858.687500 Penalty: 4421.654785
	Iteration 0F: 3 clusters Score -827858.7 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -829500.000000 Penalty: 4421.654785
	Iteration 1F: 3 clusters Score -829500 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -829930.000000 Penalty: 4421.654785
	Iteration 2F: 3 clusters Score -829930 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -830340.250000 Penalty: 4421.654785
	Iteration 3F: 3 clusters Score -830340.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -830827.875000 Penalty: 4421.654785
	Iteration 4F: 3 clusters Score -830827.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -831354.750000 Penalty: 4421.654785
	Iteration 5F: 3 clusters Score -831354.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -831842.687500 Penalty: 4421.654785
	Iteration 6F: 3 clusters Score -831842.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -832214.250000 Penalty: 4421.654785
	Iteration 7F: 3 clusters Score -832214.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -832454.187500 Penalty: 4421.654785
	Iteration 8Q: 3 clusters Score -832454.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -832607.625000 Penalty: 4421.654785
	Iteration 9Q: 3 clusters Score -832607.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -832705.312500 Penalty: 4421.654785
	Iteration 10Q: 3 clusters Score -832705.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -832838.437500 Penalty: 4421.654785
	Iteration 11Q: 3 clusters Score -832838.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -832979.312500 Penalty: 4421.654785
	Iteration 12Q: 3 clusters Score -832979.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -833117.375000 Penalty: 4421.654785
	Iteration 13Q: 3 clusters Score -833117.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -833262.937500 Penalty: 4421.654785
	Iteration 14Q: 3 clusters Score -833262.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -833359.312500 Penalty: 4421.654785
	Iteration 15Q: 3 clusters Score -833359.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -833437.062500 Penalty: 4421.654785
	Iteration 16Q: 3 clusters Score -833437.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -833489.062500 Penalty: 4421.654785
	Iteration 17Q: 3 clusters Score -833489.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -833519.875000 Penalty: 4421.654785
	Iteration 18Q: 3 clusters Score -833519.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -833537.062500 Penalty: 4421.654785
	Iteration 19Q: 3 clusters Score -833537.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -833551.125000 Penalty: 4421.654785
	Iteration 20F: 3 clusters Score -833551.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -833563.187500 Penalty: 4421.654785
	Iteration 21Q: 3 clusters Score -833563.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -833573.562500 Penalty: 4421.654785
	Iteration 22Q: 3 clusters Score -833573.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -833586.625000 Penalty: 4421.654785
	Iteration 23Q: 3 clusters Score -833586.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -833599.937500 Penalty: 4421.654785
	Iteration 24Q: 3 clusters Score -833599.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -833610.625000 Penalty: 4421.654785
	Iteration 25Q: 3 clusters Score -833610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -833620.625000 Penalty: 4421.654785
	Iteration 26Q: 3 clusters Score -833620.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -833621.312500 Penalty: 4421.654785
	Iteration 27Q: 3 clusters Score -833621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -833621.312500 Penalty: 4421.654785
	Iteration 28F: 3 clusters Score -833621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -1462428.750000 Penalty: 2350.220947
	Iteration 0F: 2 clusters Score -1462429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1452787.875000 Penalty: 4700.441895
	Iteration 0F: 3 clusters Score -1452788 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1455883.375000 Penalty: 4700.441895
	Iteration 1F: 3 clusters Score -1455883 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1456270.375000 Penalty: 4700.441895
	Iteration 2F: 3 clusters Score -1456270 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1456526.750000 Penalty: 4700.441895
	Iteration 3Q: 3 clusters Score -1456527 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1456731.875000 Penalty: 4700.441895
	Iteration 4Q: 3 clusters Score -1456732 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1456908.125000 Penalty: 4700.441895
	Iteration 5Q: 3 clusters Score -1456908 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1457076.000000 Penalty: 4700.441895
	Iteration 6Q: 3 clusters Score -1457076 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1457207.000000 Penalty: 4700.441895
	Iteration 7Q: 3 clusters Score -1457207 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1457346.875000 Penalty: 4700.441895
	Iteration 8Q: 3 clusters Score -1457347 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1457500.250000 Penalty: 4700.441895
	Iteration 9Q: 3 clusters Score -1457500 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1457687.625000 Penalty: 4700.441895
	Iteration 10Q: 3 clusters Score -1457688 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1457931.000000 Penalty: 4700.441895
	Iteration 11Q: 3 clusters Score -1457931 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1458233.875000 Penalty: 4700.441895
	Iteration 12Q: 3 clusters Score -1458234 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1458592.625000 Penalty: 4700.441895
	Iteration 13Q: 3 clusters Score -1458593 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1459011.625000 Penalty: 4700.441895
	Iteration 14Q: 3 clusters Score -1459012 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1459455.000000 Penalty: 4700.441895
	Iteration 15Q: 3 clusters Score -1459455 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1459861.750000 Penalty: 4700.441895
	Iteration 16Q: 3 clusters Score -1459862 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1460175.375000 Penalty: 4700.441895
	Iteration 17Q: 3 clusters Score -1460175 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1460417.500000 Penalty: 4700.441895
	Iteration 18Q: 3 clusters Score -1460418 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1460631.000000 Penalty: 4700.441895
	Iteration 19Q: 3 clusters Score -1460631 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1460803.500000 Penalty: 4700.441895
	Iteration 20F: 3 clusters Score -1460804 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1460917.875000 Penalty: 4700.441895
	Iteration 21Q: 3 clusters Score -1460918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1461000.000000 Penalty: 4700.441895
	Iteration 22Q: 3 clusters Score -1461000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1461045.750000 Penalty: 4700.441895
	Iteration 23Q: 3 clusters Score -1461046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1461084.875000 Penalty: 4700.441895
	Iteration 24Q: 3 clusters Score -1461085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1461110.500000 Penalty: 4700.441895
	Iteration 25Q: 3 clusters Score -1461110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1461131.500000 Penalty: 4700.441895
	Iteration 26Q: 3 clusters Score -1461132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1461141.875000 Penalty: 4700.441895
	Iteration 27Q: 3 clusters Score -1461142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1461153.500000 Penalty: 4700.441895
	Iteration 28Q: 3 clusters Score -1461154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1461161.875000 Penalty: 4700.441895
	Iteration 29Q: 3 clusters Score -1461162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1461166.375000 Penalty: 4700.441895
	Iteration 30Q: 3 clusters Score -1461166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1461175.125000 Penalty: 4700.441895
	Iteration 31Q: 3 clusters Score -1461175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1461176.250000 Penalty: 4700.441895
	Iteration 32Q: 3 clusters Score -1461176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1461178.750000 Penalty: 4700.441895
	Iteration 33Q: 3 clusters Score -1461179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1461180.125000 Penalty: 4700.441895
	Iteration 34Q: 3 clusters Score -1461180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1461180.625000 Penalty: 4700.441895
	Iteration 35Q: 3 clusters Score -1461181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1461181.750000 Penalty: 4700.441895
	Iteration 36Q: 3 clusters Score -1461182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1461181.750000 Penalty: 4700.441895
	Iteration 37F: 3 clusters Score -1461182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -601974.125000 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -601974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -597164.750000 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -597164.8 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -598282.750000 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -598282.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -598538.687500 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -598538.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -598722.062500 Penalty: 4275.216797
	Iteration 3F: 3 clusters Score -598722.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -598840.187500 Penalty: 4275.216797
	Iteration 4Q: 3 clusters Score -598840.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -598936.062500 Penalty: 4275.216797
	Iteration 5Q: 3 clusters Score -598936.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -599029.562500 Penalty: 4275.216797
	Iteration 6Q: 3 clusters Score -599029.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -599108.312500 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -599108.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -599185.187500 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -599185.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -599262.375000 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -599262.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -599356.000000 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -599356 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -599461.687500 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -599461.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -599598.250000 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -599598.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -599736.750000 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -599736.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -599902.687500 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -599902.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -600072.562500 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -600072.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -600241.500000 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -600241.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -600454.375000 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -600454.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -600663.750000 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -600663.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -600824.562500 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -600824.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -600955.500000 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -600955.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -601048.437500 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -601048.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -601090.250000 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -601090.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -601116.500000 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -601116.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -601134.812500 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -601134.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -601149.312500 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -601149.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -601157.625000 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -601157.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -601161.875000 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -601161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -601164.812500 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -601164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -601164.875000 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -601164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -601165.937500 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -601165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -601166.625000 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -601166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -601167.125000 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -601167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -601168.750000 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -601168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -601170.187500 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -601170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -601171.062500 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -601171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -601172.312500 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -601172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -601172.312500 Penalty: 4275.216797
	Iteration 37F: 3 clusters Score -601172.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Entering Unmasked Estep 
Score: -1901685.625000 Penalty: 2428.401611
	Iteration 0F: 2 clusters Score -1901686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1888909.000000 Penalty: 4856.803223
	Iteration 0F: 3 clusters Score -1888909 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1893106.375000 Penalty: 4856.803223
	Iteration 1F: 3 clusters Score -1893106 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1893596.250000 Penalty: 4856.803223
	Iteration 2F: 3 clusters Score -1893596 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1894054.125000 Penalty: 4856.803223
	Iteration 3F: 3 clusters Score -1894054 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1894596.125000 Penalty: 4856.803223
	Iteration 4F: 3 clusters Score -1894596 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1895289.875000 Penalty: 4856.803223
	Iteration 5F: 3 clusters Score -1895290 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1896123.375000 Penalty: 4856.803223
	Iteration 6F: 3 clusters Score -1896123 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1897061.125000 Penalty: 4856.803223
	Iteration 7F: 3 clusters Score -1897061 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1898036.375000 Penalty: 4856.803223
	Iteration 8F: 3 clusters Score -1898036 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1898983.750000 Penalty: 4856.803223
	Iteration 9F: 3 clusters Score -1898984 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1899737.125000 Penalty: 4856.803223
	Iteration 10Q: 3 clusters Score -1899737 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1900296.750000 Penalty: 4856.803223
	Iteration 11Q: 3 clusters Score -1900297 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1900692.875000 Penalty: 4856.803223
	Iteration 12Q: 3 clusters Score -1900693 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1900986.625000 Penalty: 4856.803223
	Iteration 13Q: 3 clusters Score -1900987 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1901237.000000 Penalty: 4856.803223
	Iteration 14Q: 3 clusters Score -1901237 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1901436.375000 Penalty: 4856.803223
	Iteration 15Q: 3 clusters Score -1901436 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1901607.500000 Penalty: 4856.803223
	Iteration 16Q: 3 clusters Score -1901608 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1901732.125000 Penalty: 4856.803223
	Iteration 17Q: 3 clusters Score -1901732 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1901811.375000 Penalty: 4856.803223
	Iteration 18Q: 3 clusters Score -1901811 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1901865.500000 Penalty: 4856.803223
	Iteration 19Q: 3 clusters Score -1901866 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1901895.750000 Penalty: 4856.803223
	Iteration 20F: 3 clusters Score -1901896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1901922.875000 Penalty: 4856.803223
	Iteration 21Q: 3 clusters Score -1901923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1901948.375000 Penalty: 4856.803223
	Iteration 22Q: 3 clusters Score -1901948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1901960.625000 Penalty: 4856.803223
	Iteration 23Q: 3 clusters Score -1901961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1901981.625000 Penalty: 4856.803223
	Iteration 24Q: 3 clusters Score -1901982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1901987.625000 Penalty: 4856.803223
	Iteration 25Q: 3 clusters Score -1901988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1901997.250000 Penalty: 4856.803223
	Iteration 26Q: 3 clusters Score -1901997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1901996.125000 Penalty: 4856.803223
	Iteration 27Q: 3 clusters Score -1901996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1902002.750000 Penalty: 4856.803223
	Iteration 28Q: 3 clusters Score -1902003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1902006.375000 Penalty: 4856.803223
	Iteration 29Q: 3 clusters Score -1902006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1902007.625000 Penalty: 4856.803223
	Iteration 30Q: 3 clusters Score -1902008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1902012.250000 Penalty: 4856.803223
	Iteration 31Q: 3 clusters Score -1902012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1902009.875000 Penalty: 4856.803223
	Iteration 32Q: 3 clusters Score -1902010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1902014.375000 Penalty: 4856.803223
	Iteration 33Q: 3 clusters Score -1902014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1902016.125000 Penalty: 4856.803223
	Iteration 34Q: 3 clusters Score -1902016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1902013.750000 Penalty: 4856.803223
	Iteration 35Q: 3 clusters Score -1902014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1902012.875000 Penalty: 4856.803223
	Iteration 36Q: 3 clusters Score -1902013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1902016.875000 Penalty: 4856.803223
	Iteration 37Q: 3 clusters Score -1902017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1902016.500000 Penalty: 4856.803223
	Iteration 38Q: 3 clusters Score -1902016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1902020.375000 Penalty: 4856.803223
	Iteration 39Q: 3 clusters Score -1902020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1902019.000000 Penalty: 4856.803223
	Iteration 40F: 3 clusters Score -1902019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 6490 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7596 members 
Mstep: Class 66 contains 11399 members 
Entering Unmasked Estep 
Score: -139288976.000000 Penalty: 230321.296875
Splitting cluster 44 changes total score from -139289488.000000 to -139288976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -114276.289062 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -114276.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -112305.742188 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -112305.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112625.484375 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -112625.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -112725.585938 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -112725.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -112768.085938 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -112768.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -112786.625000 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -112786.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112799.304688 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -112799.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112820.984375 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -112821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112839.976562 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -112840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -112851.273438 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -112851.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -112861.929688 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -112861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -112868.867188 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -112868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -112872.539062 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -112872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112876.046875 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -112876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112877.906250 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -112877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112879.546875 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -112879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112880.562500 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -112880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112881.757812 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -112881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112883.210938 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -112883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -112883.789062 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -112883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -112883.789062 Penalty: 3456.549805
	Iteration 19F: 3 clusters Score -112883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -777071.250000 Penalty: 2188.556641
	Iteration 0F: 2 clusters Score -777071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -771393.625000 Penalty: 4377.113281
	Iteration 0F: 3 clusters Score -771393.6 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -772868.250000 Penalty: 4377.113281
	Iteration 1F: 3 clusters Score -772868.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -773118.500000 Penalty: 4377.113281
	Iteration 2F: 3 clusters Score -773118.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -773263.375000 Penalty: 4377.113281
	Iteration 3Q: 3 clusters Score -773263.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -773350.187500 Penalty: 4377.113281
	Iteration 4Q: 3 clusters Score -773350.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -773424.125000 Penalty: 4377.113281
	Iteration 5Q: 3 clusters Score -773424.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -773484.625000 Penalty: 4377.113281
	Iteration 6Q: 3 clusters Score -773484.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -773530.625000 Penalty: 4377.113281
	Iteration 7Q: 3 clusters Score -773530.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -773563.875000 Penalty: 4377.113281
	Iteration 8Q: 3 clusters Score -773563.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -773594.687500 Penalty: 4377.113281
	Iteration 9Q: 3 clusters Score -773594.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -773623.875000 Penalty: 4377.113281
	Iteration 10Q: 3 clusters Score -773623.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -773644.062500 Penalty: 4377.113281
	Iteration 11Q: 3 clusters Score -773644.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -773661.062500 Penalty: 4377.113281
	Iteration 12Q: 3 clusters Score -773661.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -773682.000000 Penalty: 4377.113281
	Iteration 13Q: 3 clusters Score -773682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -773706.312500 Penalty: 4377.113281
	Iteration 14Q: 3 clusters Score -773706.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -773734.625000 Penalty: 4377.113281
	Iteration 15Q: 3 clusters Score -773734.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -773763.000000 Penalty: 4377.113281
	Iteration 16Q: 3 clusters Score -773763 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -773787.125000 Penalty: 4377.113281
	Iteration 17Q: 3 clusters Score -773787.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -773811.562500 Penalty: 4377.113281
	Iteration 18Q: 3 clusters Score -773811.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -773846.500000 Penalty: 4377.113281
	Iteration 19Q: 3 clusters Score -773846.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -773880.062500 Penalty: 4377.113281
	Iteration 20F: 3 clusters Score -773880.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -773917.562500 Penalty: 4377.113281
	Iteration 21Q: 3 clusters Score -773917.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -773960.125000 Penalty: 4377.113281
	Iteration 22Q: 3 clusters Score -773960.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -774012.500000 Penalty: 4377.113281
	Iteration 23Q: 3 clusters Score -774012.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -774073.750000 Penalty: 4377.113281
	Iteration 24Q: 3 clusters Score -774073.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -774156.687500 Penalty: 4377.113281
	Iteration 25Q: 3 clusters Score -774156.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -774244.437500 Penalty: 4377.113281
	Iteration 26Q: 3 clusters Score -774244.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -774339.625000 Penalty: 4377.113281
	Iteration 27Q: 3 clusters Score -774339.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -774450.562500 Penalty: 4377.113281
	Iteration 28Q: 3 clusters Score -774450.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -774571.125000 Penalty: 4377.113281
	Iteration 29Q: 3 clusters Score -774571.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -774694.812500 Penalty: 4377.113281
	Iteration 30Q: 3 clusters Score -774694.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -774817.437500 Penalty: 4377.113281
	Iteration 31Q: 3 clusters Score -774817.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -774931.125000 Penalty: 4377.113281
	Iteration 32Q: 3 clusters Score -774931.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -775018.250000 Penalty: 4377.113281
	Iteration 33Q: 3 clusters Score -775018.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -775069.125000 Penalty: 4377.113281
	Iteration 34Q: 3 clusters Score -775069.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -775107.937500 Penalty: 4377.113281
	Iteration 35Q: 3 clusters Score -775107.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -775150.500000 Penalty: 4377.113281
	Iteration 36Q: 3 clusters Score -775150.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -775166.750000 Penalty: 4377.113281
	Iteration 37Q: 3 clusters Score -775166.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -775178.500000 Penalty: 4377.113281
	Iteration 38Q: 3 clusters Score -775178.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -775184.000000 Penalty: 4377.113281
	Iteration 39Q: 3 clusters Score -775184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -775189.687500 Penalty: 4377.113281
	Iteration 40F: 3 clusters Score -775189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -775191.125000 Penalty: 4377.113281
	Iteration 41Q: 3 clusters Score -775191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -775192.875000 Penalty: 4377.113281
	Iteration 42Q: 3 clusters Score -775192.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -775192.875000 Penalty: 4377.113281
	Iteration 43F: 3 clusters Score -775192.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Entering Unmasked Estep 
Score: -418497.187500 Penalty: 2084.309082
	Iteration 0F: 2 clusters Score -418497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -414293.500000 Penalty: 4168.618164
	Iteration 0F: 3 clusters Score -414293.5 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -415446.281250 Penalty: 4168.618164
	Iteration 1F: 3 clusters Score -415446.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -415843.593750 Penalty: 4168.618164
	Iteration 2F: 3 clusters Score -415843.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -416092.062500 Penalty: 4168.618164
	Iteration 3F: 3 clusters Score -416092.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -416283.468750 Penalty: 4168.618164
	Iteration 4F: 3 clusters Score -416283.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -416411.468750 Penalty: 4168.618164
	Iteration 5Q: 3 clusters Score -416411.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -416516.562500 Penalty: 4168.618164
	Iteration 6Q: 3 clusters Score -416516.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -416608.500000 Penalty: 4168.618164
	Iteration 7Q: 3 clusters Score -416608.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -416688.250000 Penalty: 4168.618164
	Iteration 8Q: 3 clusters Score -416688.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -416743.781250 Penalty: 4168.618164
	Iteration 9Q: 3 clusters Score -416743.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -416782.281250 Penalty: 4168.618164
	Iteration 10Q: 3 clusters Score -416782.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -416806.687500 Penalty: 4168.618164
	Iteration 11Q: 3 clusters Score -416806.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -416833.250000 Penalty: 4168.618164
	Iteration 12Q: 3 clusters Score -416833.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -416859.125000 Penalty: 4168.618164
	Iteration 13Q: 3 clusters Score -416859.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -416882.718750 Penalty: 4168.618164
	Iteration 14Q: 3 clusters Score -416882.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -416911.375000 Penalty: 4168.618164
	Iteration 15Q: 3 clusters Score -416911.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -416933.718750 Penalty: 4168.618164
	Iteration 16Q: 3 clusters Score -416933.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -416946.781250 Penalty: 4168.618164
	Iteration 17Q: 3 clusters Score -416946.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -416957.937500 Penalty: 4168.618164
	Iteration 18Q: 3 clusters Score -416957.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -416968.218750 Penalty: 4168.618164
	Iteration 19Q: 3 clusters Score -416968.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -416980.625000 Penalty: 4168.618164
	Iteration 20F: 3 clusters Score -416980.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -416990.125000 Penalty: 4168.618164
	Iteration 21Q: 3 clusters Score -416990.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -416997.031250 Penalty: 4168.618164
	Iteration 22Q: 3 clusters Score -416997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -417004.406250 Penalty: 4168.618164
	Iteration 23Q: 3 clusters Score -417004.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -417013.875000 Penalty: 4168.618164
	Iteration 24Q: 3 clusters Score -417013.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -417020.656250 Penalty: 4168.618164
	Iteration 25Q: 3 clusters Score -417020.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -417027.437500 Penalty: 4168.618164
	Iteration 26Q: 3 clusters Score -417027.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -417032.062500 Penalty: 4168.618164
	Iteration 27Q: 3 clusters Score -417032.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -417037.437500 Penalty: 4168.618164
	Iteration 28Q: 3 clusters Score -417037.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -417044.687500 Penalty: 4168.618164
	Iteration 29Q: 3 clusters Score -417044.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -417052.781250 Penalty: 4168.618164
	Iteration 30Q: 3 clusters Score -417052.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -417056.781250 Penalty: 4168.618164
	Iteration 31Q: 3 clusters Score -417056.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -417061.093750 Penalty: 4168.618164
	Iteration 32Q: 3 clusters Score -417061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -417064.500000 Penalty: 4168.618164
	Iteration 33Q: 3 clusters Score -417064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -417066.312500 Penalty: 4168.618164
	Iteration 34Q: 3 clusters Score -417066.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -417070.062500 Penalty: 4168.618164
	Iteration 35Q: 3 clusters Score -417070.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -417076.343750 Penalty: 4168.618164
	Iteration 36Q: 3 clusters Score -417076.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -417082.781250 Penalty: 4168.618164
	Iteration 37Q: 3 clusters Score -417082.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -417088.687500 Penalty: 4168.618164
	Iteration 38Q: 3 clusters Score -417088.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -417092.812500 Penalty: 4168.618164
	Iteration 39Q: 3 clusters Score -417092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -417094.656250 Penalty: 4168.618164
	Iteration 40F: 3 clusters Score -417094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -417097.093750 Penalty: 4168.618164
	Iteration 41Q: 3 clusters Score -417097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -417098.531250 Penalty: 4168.618164
	Iteration 42Q: 3 clusters Score -417098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -417101.937500 Penalty: 4168.618164
	Iteration 43Q: 3 clusters Score -417101.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -417103.562500 Penalty: 4168.618164
	Iteration 44Q: 3 clusters Score -417103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -417104.812500 Penalty: 4168.618164
	Iteration 45Q: 3 clusters Score -417104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -417108.687500 Penalty: 4168.618164
	Iteration 46Q: 3 clusters Score -417108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -417111.031250 Penalty: 4168.618164
	Iteration 47Q: 3 clusters Score -417111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -417113.281250 Penalty: 4168.618164
	Iteration 48Q: 3 clusters Score -417113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -417113.875000 Penalty: 4168.618164
	Iteration 49Q: 3 clusters Score -417113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -417118.468750 Penalty: 4168.618164
	Iteration 50Q: 3 clusters Score -417118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -417120.125000 Penalty: 4168.618164
	Iteration 51Q: 3 clusters Score -417120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -417120.500000 Penalty: 4168.618164
	Iteration 52Q: 3 clusters Score -417120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -417120.875000 Penalty: 4168.618164
	Iteration 53Q: 3 clusters Score -417120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -417121.343750 Penalty: 4168.618164
	Iteration 54Q: 3 clusters Score -417121.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -417121.625000 Penalty: 4168.618164
	Iteration 55Q: 3 clusters Score -417121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -417123.250000 Penalty: 4168.618164
	Iteration 56Q: 3 clusters Score -417123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -417123.250000 Penalty: 4168.618164
	Iteration 57F: 3 clusters Score -417123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -774462.375000 Penalty: 2202.695312
	Iteration 0F: 2 clusters Score -774462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -768574.937500 Penalty: 4405.390625
	Iteration 0F: 3 clusters Score -768574.9 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -770199.062500 Penalty: 4405.390625
	Iteration 1F: 3 clusters Score -770199.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -770427.437500 Penalty: 4405.390625
	Iteration 2F: 3 clusters Score -770427.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -770563.937500 Penalty: 4405.390625
	Iteration 3Q: 3 clusters Score -770563.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -770670.625000 Penalty: 4405.390625
	Iteration 4Q: 3 clusters Score -770670.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -770754.250000 Penalty: 4405.390625
	Iteration 5Q: 3 clusters Score -770754.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -770825.375000 Penalty: 4405.390625
	Iteration 6Q: 3 clusters Score -770825.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -770888.312500 Penalty: 4405.390625
	Iteration 7Q: 3 clusters Score -770888.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -770945.500000 Penalty: 4405.390625
	Iteration 8Q: 3 clusters Score -770945.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -770994.250000 Penalty: 4405.390625
	Iteration 9Q: 3 clusters Score -770994.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -771047.000000 Penalty: 4405.390625
	Iteration 10Q: 3 clusters Score -771047 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -771094.562500 Penalty: 4405.390625
	Iteration 11Q: 3 clusters Score -771094.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -771139.000000 Penalty: 4405.390625
	Iteration 12Q: 3 clusters Score -771139 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -771190.437500 Penalty: 4405.390625
	Iteration 13Q: 3 clusters Score -771190.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -771242.875000 Penalty: 4405.390625
	Iteration 14Q: 3 clusters Score -771242.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -771289.687500 Penalty: 4405.390625
	Iteration 15Q: 3 clusters Score -771289.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -771344.250000 Penalty: 4405.390625
	Iteration 16Q: 3 clusters Score -771344.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -771407.875000 Penalty: 4405.390625
	Iteration 17Q: 3 clusters Score -771407.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -771476.937500 Penalty: 4405.390625
	Iteration 18Q: 3 clusters Score -771476.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -771556.000000 Penalty: 4405.390625
	Iteration 19Q: 3 clusters Score -771556 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -771650.312500 Penalty: 4405.390625
	Iteration 20F: 3 clusters Score -771650.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -771744.375000 Penalty: 4405.390625
	Iteration 21Q: 3 clusters Score -771744.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -771851.562500 Penalty: 4405.390625
	Iteration 22Q: 3 clusters Score -771851.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -771959.500000 Penalty: 4405.390625
	Iteration 23Q: 3 clusters Score -771959.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -772059.000000 Penalty: 4405.390625
	Iteration 24Q: 3 clusters Score -772059 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -772138.375000 Penalty: 4405.390625
	Iteration 25Q: 3 clusters Score -772138.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -772234.937500 Penalty: 4405.390625
	Iteration 26Q: 3 clusters Score -772234.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -772309.812500 Penalty: 4405.390625
	Iteration 27Q: 3 clusters Score -772309.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -772386.062500 Penalty: 4405.390625
	Iteration 28Q: 3 clusters Score -772386.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -772454.250000 Penalty: 4405.390625
	Iteration 29Q: 3 clusters Score -772454.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -772522.625000 Penalty: 4405.390625
	Iteration 30Q: 3 clusters Score -772522.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -772602.937500 Penalty: 4405.390625
	Iteration 31Q: 3 clusters Score -772602.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -772660.437500 Penalty: 4405.390625
	Iteration 32Q: 3 clusters Score -772660.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -772701.000000 Penalty: 4405.390625
	Iteration 33Q: 3 clusters Score -772701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -772745.000000 Penalty: 4405.390625
	Iteration 34Q: 3 clusters Score -772745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -772763.250000 Penalty: 4405.390625
	Iteration 35Q: 3 clusters Score -772763.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -772779.375000 Penalty: 4405.390625
	Iteration 36Q: 3 clusters Score -772779.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -772795.312500 Penalty: 4405.390625
	Iteration 37Q: 3 clusters Score -772795.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -772799.312500 Penalty: 4405.390625
	Iteration 38Q: 3 clusters Score -772799.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -772803.250000 Penalty: 4405.390625
	Iteration 39Q: 3 clusters Score -772803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -772805.312500 Penalty: 4405.390625
	Iteration 40F: 3 clusters Score -772805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -772807.875000 Penalty: 4405.390625
	Iteration 41Q: 3 clusters Score -772807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -772809.375000 Penalty: 4405.390625
	Iteration 42Q: 3 clusters Score -772809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -772809.187500 Penalty: 4405.390625
	Iteration 43Q: 3 clusters Score -772809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -772809.187500 Penalty: 4405.390625
	Iteration 44F: 3 clusters Score -772809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Entering Unmasked Estep 
Score: -2807401.500000 Penalty: 2507.505371
	Iteration 0F: 2 clusters Score -2807402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2790300.250000 Penalty: 5015.010742
	Iteration 0F: 3 clusters Score -2790300 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2796547.250000 Penalty: 5015.010742
	Iteration 1F: 3 clusters Score -2796547 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2797376.250000 Penalty: 5015.010742
	Iteration 2F: 3 clusters Score -2797376 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2798431.750000 Penalty: 5015.010742
	Iteration 3F: 3 clusters Score -2798432 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2799895.000000 Penalty: 5015.010742
	Iteration 4F: 3 clusters Score -2799895 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2801699.750000 Penalty: 5015.010742
	Iteration 5F: 3 clusters Score -2801700 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2803522.250000 Penalty: 5015.010742
	Iteration 6F: 3 clusters Score -2803522 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2804819.250000 Penalty: 5015.010742
	Iteration 7F: 3 clusters Score -2804819 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2805571.250000 Penalty: 5015.010742
	Iteration 8Q: 3 clusters Score -2805571 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2805939.500000 Penalty: 5015.010742
	Iteration 9Q: 3 clusters Score -2805940 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2806117.750000 Penalty: 5015.010742
	Iteration 10Q: 3 clusters Score -2806118 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2806219.000000 Penalty: 5015.010742
	Iteration 11Q: 3 clusters Score -2806219 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2806271.750000 Penalty: 5015.010742
	Iteration 12Q: 3 clusters Score -2806272 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2806304.500000 Penalty: 5015.010742
	Iteration 13Q: 3 clusters Score -2806304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2806355.500000 Penalty: 5015.010742
	Iteration 14Q: 3 clusters Score -2806356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2806402.750000 Penalty: 5015.010742
	Iteration 15Q: 3 clusters Score -2806403 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2806436.750000 Penalty: 5015.010742
	Iteration 16Q: 3 clusters Score -2806437 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2806457.250000 Penalty: 5015.010742
	Iteration 17Q: 3 clusters Score -2806457 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2806495.000000 Penalty: 5015.010742
	Iteration 18Q: 3 clusters Score -2806495 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2806500.750000 Penalty: 5015.010742
	Iteration 19Q: 3 clusters Score -2806501 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2806537.500000 Penalty: 5015.010742
	Iteration 20F: 3 clusters Score -2806538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2806537.000000 Penalty: 5015.010742
	Iteration 21Q: 3 clusters Score -2806537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2806540.250000 Penalty: 5015.010742
	Iteration 22Q: 3 clusters Score -2806540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2806551.250000 Penalty: 5015.010742
	Iteration 23Q: 3 clusters Score -2806551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2806564.250000 Penalty: 5015.010742
	Iteration 24Q: 3 clusters Score -2806564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2806572.750000 Penalty: 5015.010742
	Iteration 25Q: 3 clusters Score -2806573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2806572.250000 Penalty: 5015.010742
	Iteration 26Q: 3 clusters Score -2806572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2806577.750000 Penalty: 5015.010742
	Iteration 27Q: 3 clusters Score -2806578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2806586.500000 Penalty: 5015.010742
	Iteration 28Q: 3 clusters Score -2806586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2806589.750000 Penalty: 5015.010742
	Iteration 29Q: 3 clusters Score -2806590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2806593.750000 Penalty: 5015.010742
	Iteration 30Q: 3 clusters Score -2806594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2806602.750000 Penalty: 5015.010742
	Iteration 31Q: 3 clusters Score -2806603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2806605.000000 Penalty: 5015.010742
	Iteration 32Q: 3 clusters Score -2806605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2806611.750000 Penalty: 5015.010742
	Iteration 33Q: 3 clusters Score -2806612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2806618.500000 Penalty: 5015.010742
	Iteration 34Q: 3 clusters Score -2806618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2806622.000000 Penalty: 5015.010742
	Iteration 35Q: 3 clusters Score -2806622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2806620.750000 Penalty: 5015.010742
	Iteration 36Q: 3 clusters Score -2806621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2806618.750000 Penalty: 5015.010742
	Iteration 37Q: 3 clusters Score -2806619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2806619.750000 Penalty: 5015.010742
	Iteration 38Q: 3 clusters Score -2806620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2806626.000000 Penalty: 5015.010742
	Iteration 39Q: 3 clusters Score -2806626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2806630.500000 Penalty: 5015.010742
	Iteration 40F: 3 clusters Score -2806630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2806628.750000 Penalty: 5015.010742
	Iteration 41Q: 3 clusters Score -2806629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2806634.750000 Penalty: 5015.010742
	Iteration 42Q: 3 clusters Score -2806635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2806644.000000 Penalty: 5015.010742
	Iteration 43Q: 3 clusters Score -2806644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2806639.500000 Penalty: 5015.010742
	Iteration 44Q: 3 clusters Score -2806640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2806639.250000 Penalty: 5015.010742
	Iteration 45Q: 3 clusters Score -2806639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2806636.750000 Penalty: 5015.010742
	Iteration 46Q: 3 clusters Score -2806637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2806639.250000 Penalty: 5015.010742
	Iteration 47Q: 3 clusters Score -2806639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2806641.000000 Penalty: 5015.010742
	Iteration 48Q: 3 clusters Score -2806641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2806642.500000 Penalty: 5015.010742
	Iteration 49Q: 3 clusters Score -2806642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2806637.750000 Penalty: 5015.010742
	Iteration 50Q: 3 clusters Score -2806638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2806640.750000 Penalty: 5015.010742
	Iteration 51Q: 3 clusters Score -2806641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2806647.250000 Penalty: 5015.010742
	Iteration 52Q: 3 clusters Score -2806647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2806649.250000 Penalty: 5015.010742
	Iteration 53Q: 3 clusters Score -2806649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2806651.250000 Penalty: 5015.010742
	Iteration 54Q: 3 clusters Score -2806651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2806655.000000 Penalty: 5015.010742
	Iteration 55Q: 3 clusters Score -2806655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2806659.250000 Penalty: 5015.010742
	Iteration 56Q: 3 clusters Score -2806659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2806658.000000 Penalty: 5015.010742
	Iteration 57Q: 3 clusters Score -2806658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2806663.750000 Penalty: 5015.010742
	Iteration 58Q: 3 clusters Score -2806664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2806663.250000 Penalty: 5015.010742
	Iteration 59Q: 3 clusters Score -2806663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2806672.000000 Penalty: 5015.010742
	Iteration 60F: 3 clusters Score -2806672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2806665.250000 Penalty: 5015.010742
	Iteration 61Q: 3 clusters Score -2806665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2806669.250000 Penalty: 5015.010742
	Iteration 62Q: 3 clusters Score -2806669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2806670.000000 Penalty: 5015.010742
	Iteration 63Q: 3 clusters Score -2806670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2806669.750000 Penalty: 5015.010742
	Iteration 64Q: 3 clusters Score -2806670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2806669.250000 Penalty: 5015.010742
	Iteration 65Q: 3 clusters Score -2806669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2806668.250000 Penalty: 5015.010742
	Iteration 66Q: 3 clusters Score -2806668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2806672.250000 Penalty: 5015.010742
	Iteration 67Q: 3 clusters Score -2806672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2806675.250000 Penalty: 5015.010742
	Iteration 68Q: 3 clusters Score -2806675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2806673.250000 Penalty: 5015.010742
	Iteration 69Q: 3 clusters Score -2806673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2806673.750000 Penalty: 5015.010742
	Iteration 70Q: 3 clusters Score -2806674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2806675.750000 Penalty: 5015.010742
	Iteration 71Q: 3 clusters Score -2806676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2806676.500000 Penalty: 5015.010742
	Iteration 72Q: 3 clusters Score -2806676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2806672.500000 Penalty: 5015.010742
	Iteration 73Q: 3 clusters Score -2806672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2806670.500000 Penalty: 5015.010742
	Iteration 74Q: 3 clusters Score -2806670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2806675.750000 Penalty: 5015.010742
	Iteration 75Q: 3 clusters Score -2806676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2806675.500000 Penalty: 5015.010742
	Iteration 76Q: 3 clusters Score -2806676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2806677.750000 Penalty: 5015.010742
	Iteration 77Q: 3 clusters Score -2806678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2806679.500000 Penalty: 5015.010742
	Iteration 78Q: 3 clusters Score -2806680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2806680.250000 Penalty: 5015.010742
	Iteration 79Q: 3 clusters Score -2806680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2806679.500000 Penalty: 5015.010742
	Iteration 80F: 3 clusters Score -2806680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2806678.750000 Penalty: 5015.010742
	Iteration 81Q: 3 clusters Score -2806679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2806684.250000 Penalty: 5015.010742
	Iteration 82Q: 3 clusters Score -2806684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2806693.000000 Penalty: 5015.010742
	Iteration 83Q: 3 clusters Score -2806693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2806694.500000 Penalty: 5015.010742
	Iteration 84Q: 3 clusters Score -2806694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2806692.750000 Penalty: 5015.010742
	Iteration 85Q: 3 clusters Score -2806693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2806696.750000 Penalty: 5015.010742
	Iteration 86Q: 3 clusters Score -2806697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2806698.750000 Penalty: 5015.010742
	Iteration 87Q: 3 clusters Score -2806699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2806701.750000 Penalty: 5015.010742
	Iteration 88Q: 3 clusters Score -2806702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2806709.000000 Penalty: 5015.010742
	Iteration 89Q: 3 clusters Score -2806709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2806705.750000 Penalty: 5015.010742
	Iteration 90Q: 3 clusters Score -2806706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2806719.750000 Penalty: 5015.010742
	Iteration 91Q: 3 clusters Score -2806720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2806723.500000 Penalty: 5015.010742
	Iteration 92Q: 3 clusters Score -2806724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2806723.500000 Penalty: 5015.010742
	Iteration 93Q: 3 clusters Score -2806724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2806728.500000 Penalty: 5015.010742
	Iteration 94Q: 3 clusters Score -2806728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2806729.000000 Penalty: 5015.010742
	Iteration 95Q: 3 clusters Score -2806729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2806729.250000 Penalty: 5015.010742
	Iteration 96Q: 3 clusters Score -2806729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2806733.000000 Penalty: 5015.010742
	Iteration 97Q: 3 clusters Score -2806733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2806736.500000 Penalty: 5015.010742
	Iteration 98Q: 3 clusters Score -2806736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2806736.500000 Penalty: 5015.010742
	Iteration 99Q: 3 clusters Score -2806736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2806739.000000 Penalty: 5015.010742
	Iteration 100F: 3 clusters Score -2806739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2806742.000000 Penalty: 5015.010742
	Iteration 101Q: 3 clusters Score -2806742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2806743.750000 Penalty: 5015.010742
	Iteration 102Q: 3 clusters Score -2806744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2806745.250000 Penalty: 5015.010742
	Iteration 103Q: 3 clusters Score -2806745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2806745.250000 Penalty: 5015.010742
	Iteration 104Q: 3 clusters Score -2806745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2806747.000000 Penalty: 5015.010742
	Iteration 105Q: 3 clusters Score -2806747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2806749.500000 Penalty: 5015.010742
	Iteration 106Q: 3 clusters Score -2806750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2806753.750000 Penalty: 5015.010742
	Iteration 107Q: 3 clusters Score -2806754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2806752.500000 Penalty: 5015.010742
	Iteration 108Q: 3 clusters Score -2806752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2806752.000000 Penalty: 5015.010742
	Iteration 109Q: 3 clusters Score -2806752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2806751.500000 Penalty: 5015.010742
	Iteration 110Q: 3 clusters Score -2806752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2806750.250000 Penalty: 5015.010742
	Iteration 111Q: 3 clusters Score -2806750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2806755.500000 Penalty: 5015.010742
	Iteration 112Q: 3 clusters Score -2806756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2806754.750000 Penalty: 5015.010742
	Iteration 113Q: 3 clusters Score -2806755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2806754.750000 Penalty: 5015.010742
	Iteration 114Q: 3 clusters Score -2806755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2806756.500000 Penalty: 5015.010742
	Iteration 115Q: 3 clusters Score -2806756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2806767.000000 Penalty: 5015.010742
	Iteration 116Q: 3 clusters Score -2806767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2806769.250000 Penalty: 5015.010742
	Iteration 117Q: 3 clusters Score -2806769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2806768.250000 Penalty: 5015.010742
	Iteration 118Q: 3 clusters Score -2806768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2806769.250000 Penalty: 5015.010742
	Iteration 119Q: 3 clusters Score -2806769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2806767.500000 Penalty: 5015.010742
	Iteration 120F: 3 clusters Score -2806768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2806772.500000 Penalty: 5015.010742
	Iteration 121Q: 3 clusters Score -2806772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2806775.500000 Penalty: 5015.010742
	Iteration 122Q: 3 clusters Score -2806776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2806774.500000 Penalty: 5015.010742
	Iteration 123Q: 3 clusters Score -2806774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2806783.000000 Penalty: 5015.010742
	Iteration 124Q: 3 clusters Score -2806783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2806785.500000 Penalty: 5015.010742
	Iteration 125Q: 3 clusters Score -2806786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2806781.750000 Penalty: 5015.010742
	Iteration 126Q: 3 clusters Score -2806782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2806775.000000 Penalty: 5015.010742
	Iteration 127Q: 3 clusters Score -2806775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2806779.000000 Penalty: 5015.010742
	Iteration 128Q: 3 clusters Score -2806779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2806787.500000 Penalty: 5015.010742
	Iteration 129Q: 3 clusters Score -2806788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2806790.000000 Penalty: 5015.010742
	Iteration 130Q: 3 clusters Score -2806790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2806790.500000 Penalty: 5015.010742
	Iteration 131Q: 3 clusters Score -2806790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2806800.000000 Penalty: 5015.010742
	Iteration 132Q: 3 clusters Score -2806800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2806807.250000 Penalty: 5015.010742
	Iteration 133Q: 3 clusters Score -2806807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2806822.000000 Penalty: 5015.010742
	Iteration 134Q: 3 clusters Score -2806822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2806823.000000 Penalty: 5015.010742
	Iteration 135Q: 3 clusters Score -2806823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2806826.750000 Penalty: 5015.010742
	Iteration 136Q: 3 clusters Score -2806827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2806842.500000 Penalty: 5015.010742
	Iteration 137Q: 3 clusters Score -2806842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2806836.750000 Penalty: 5015.010742
	Iteration 138Q: 3 clusters Score -2806837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2806838.500000 Penalty: 5015.010742
	Iteration 139Q: 3 clusters Score -2806838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2806847.750000 Penalty: 5015.010742
	Iteration 140F: 3 clusters Score -2806848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2806867.500000 Penalty: 5015.010742
	Iteration 141Q: 3 clusters Score -2806868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2806873.750000 Penalty: 5015.010742
	Iteration 142Q: 3 clusters Score -2806874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2806892.250000 Penalty: 5015.010742
	Iteration 143Q: 3 clusters Score -2806892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2806911.750000 Penalty: 5015.010742
	Iteration 144Q: 3 clusters Score -2806912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2806925.750000 Penalty: 5015.010742
	Iteration 145Q: 3 clusters Score -2806926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2806944.250000 Penalty: 5015.010742
	Iteration 146Q: 3 clusters Score -2806944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2806957.500000 Penalty: 5015.010742
	Iteration 147Q: 3 clusters Score -2806958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2806980.000000 Penalty: 5015.010742
	Iteration 148Q: 3 clusters Score -2806980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2807012.000000 Penalty: 5015.010742
	Iteration 149Q: 3 clusters Score -2807012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2807021.750000 Penalty: 5015.010742
	Iteration 150Q: 3 clusters Score -2807022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2807034.500000 Penalty: 5015.010742
	Iteration 151Q: 3 clusters Score -2807034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2807054.500000 Penalty: 5015.010742
	Iteration 152Q: 3 clusters Score -2807054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2807055.000000 Penalty: 5015.010742
	Iteration 153Q: 3 clusters Score -2807055 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2807059.750000 Penalty: 5015.010742
	Iteration 154Q: 3 clusters Score -2807060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2807080.250000 Penalty: 5015.010742
	Iteration 155Q: 3 clusters Score -2807080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2807091.000000 Penalty: 5015.010742
	Iteration 156Q: 3 clusters Score -2807091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2807101.250000 Penalty: 5015.010742
	Iteration 157Q: 3 clusters Score -2807101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2807108.500000 Penalty: 5015.010742
	Iteration 158Q: 3 clusters Score -2807108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2807120.750000 Penalty: 5015.010742
	Iteration 159Q: 3 clusters Score -2807121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2807131.250000 Penalty: 5015.010742
	Iteration 160F: 3 clusters Score -2807131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2807130.750000 Penalty: 5015.010742
	Iteration 161Q: 3 clusters Score -2807131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2807143.250000 Penalty: 5015.010742
	Iteration 162Q: 3 clusters Score -2807143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2807149.750000 Penalty: 5015.010742
	Iteration 163Q: 3 clusters Score -2807150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2807157.750000 Penalty: 5015.010742
	Iteration 164Q: 3 clusters Score -2807158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2807159.500000 Penalty: 5015.010742
	Iteration 165Q: 3 clusters Score -2807160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2807159.000000 Penalty: 5015.010742
	Iteration 166Q: 3 clusters Score -2807159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2807158.500000 Penalty: 5015.010742
	Iteration 167Q: 3 clusters Score -2807158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2807159.000000 Penalty: 5015.010742
	Iteration 168Q: 3 clusters Score -2807159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2807161.500000 Penalty: 5015.010742
	Iteration 169Q: 3 clusters Score -2807162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2807160.500000 Penalty: 5015.010742
	Iteration 170Q: 3 clusters Score -2807160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2807165.000000 Penalty: 5015.010742
	Iteration 171Q: 3 clusters Score -2807165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2807166.250000 Penalty: 5015.010742
	Iteration 172Q: 3 clusters Score -2807166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2807170.000000 Penalty: 5015.010742
	Iteration 173Q: 3 clusters Score -2807170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2807175.000000 Penalty: 5015.010742
	Iteration 174Q: 3 clusters Score -2807175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2807170.750000 Penalty: 5015.010742
	Iteration 175Q: 3 clusters Score -2807171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2807177.000000 Penalty: 5015.010742
	Iteration 176Q: 3 clusters Score -2807177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2807177.500000 Penalty: 5015.010742
	Iteration 177Q: 3 clusters Score -2807178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2807182.250000 Penalty: 5015.010742
	Iteration 178Q: 3 clusters Score -2807182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2807183.750000 Penalty: 5015.010742
	Iteration 179Q: 3 clusters Score -2807184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2807181.000000 Penalty: 5015.010742
	Iteration 180F: 3 clusters Score -2807181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2807183.000000 Penalty: 5015.010742
	Iteration 181Q: 3 clusters Score -2807183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2807179.250000 Penalty: 5015.010742
	Iteration 182Q: 3 clusters Score -2807179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2807181.250000 Penalty: 5015.010742
	Iteration 183Q: 3 clusters Score -2807181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2807186.000000 Penalty: 5015.010742
	Iteration 184Q: 3 clusters Score -2807186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2807181.000000 Penalty: 5015.010742
	Iteration 185Q: 3 clusters Score -2807181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2807180.750000 Penalty: 5015.010742
	Iteration 186Q: 3 clusters Score -2807181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2807182.250000 Penalty: 5015.010742
	Iteration 187Q: 3 clusters Score -2807182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2807181.500000 Penalty: 5015.010742
	Iteration 188Q: 3 clusters Score -2807182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2807181.500000 Penalty: 5015.010742
	Iteration 189F: 3 clusters Score -2807182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -781254.437500 Penalty: 2214.204102
	Iteration 0F: 2 clusters Score -781254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -775147.500000 Penalty: 4428.408203
	Iteration 0F: 3 clusters Score -775147.5 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -776659.875000 Penalty: 4428.408203
	Iteration 1F: 3 clusters Score -776659.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -776984.312500 Penalty: 4428.408203
	Iteration 2F: 3 clusters Score -776984.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -777234.187500 Penalty: 4428.408203
	Iteration 3F: 3 clusters Score -777234.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -777449.250000 Penalty: 4428.408203
	Iteration 4F: 3 clusters Score -777449.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -777661.500000 Penalty: 4428.408203
	Iteration 5Q: 3 clusters Score -777661.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -777881.937500 Penalty: 4428.408203
	Iteration 6Q: 3 clusters Score -777881.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -778123.875000 Penalty: 4428.408203
	Iteration 7Q: 3 clusters Score -778123.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -778404.625000 Penalty: 4428.408203
	Iteration 8Q: 3 clusters Score -778404.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -778652.875000 Penalty: 4428.408203
	Iteration 9Q: 3 clusters Score -778652.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -778853.562500 Penalty: 4428.408203
	Iteration 10Q: 3 clusters Score -778853.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -779056.812500 Penalty: 4428.408203
	Iteration 11Q: 3 clusters Score -779056.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -779233.687500 Penalty: 4428.408203
	Iteration 12Q: 3 clusters Score -779233.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -779350.750000 Penalty: 4428.408203
	Iteration 13Q: 3 clusters Score -779350.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -779425.750000 Penalty: 4428.408203
	Iteration 14Q: 3 clusters Score -779425.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -779486.875000 Penalty: 4428.408203
	Iteration 15Q: 3 clusters Score -779486.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -779532.937500 Penalty: 4428.408203
	Iteration 16Q: 3 clusters Score -779532.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -779564.562500 Penalty: 4428.408203
	Iteration 17Q: 3 clusters Score -779564.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -779594.250000 Penalty: 4428.408203
	Iteration 18Q: 3 clusters Score -779594.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -779624.250000 Penalty: 4428.408203
	Iteration 19Q: 3 clusters Score -779624.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -779649.937500 Penalty: 4428.408203
	Iteration 20F: 3 clusters Score -779649.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -779669.937500 Penalty: 4428.408203
	Iteration 21Q: 3 clusters Score -779669.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -779686.437500 Penalty: 4428.408203
	Iteration 22Q: 3 clusters Score -779686.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -779700.000000 Penalty: 4428.408203
	Iteration 23Q: 3 clusters Score -779700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -779709.875000 Penalty: 4428.408203
	Iteration 24Q: 3 clusters Score -779709.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -779720.125000 Penalty: 4428.408203
	Iteration 25Q: 3 clusters Score -779720.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -779727.187500 Penalty: 4428.408203
	Iteration 26Q: 3 clusters Score -779727.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -779741.812500 Penalty: 4428.408203
	Iteration 27Q: 3 clusters Score -779741.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -779761.687500 Penalty: 4428.408203
	Iteration 28Q: 3 clusters Score -779761.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -779780.312500 Penalty: 4428.408203
	Iteration 29Q: 3 clusters Score -779780.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -779807.437500 Penalty: 4428.408203
	Iteration 30Q: 3 clusters Score -779807.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -779838.812500 Penalty: 4428.408203
	Iteration 31Q: 3 clusters Score -779838.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -779873.937500 Penalty: 4428.408203
	Iteration 32Q: 3 clusters Score -779873.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -779906.500000 Penalty: 4428.408203
	Iteration 33Q: 3 clusters Score -779906.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -779934.500000 Penalty: 4428.408203
	Iteration 34Q: 3 clusters Score -779934.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -779963.187500 Penalty: 4428.408203
	Iteration 35Q: 3 clusters Score -779963.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -779998.250000 Penalty: 4428.408203
	Iteration 36Q: 3 clusters Score -779998.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -780024.562500 Penalty: 4428.408203
	Iteration 37Q: 3 clusters Score -780024.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -780052.687500 Penalty: 4428.408203
	Iteration 38Q: 3 clusters Score -780052.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -780070.937500 Penalty: 4428.408203
	Iteration 39Q: 3 clusters Score -780070.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -780084.875000 Penalty: 4428.408203
	Iteration 40F: 3 clusters Score -780084.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -780093.500000 Penalty: 4428.408203
	Iteration 41Q: 3 clusters Score -780093.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -780101.000000 Penalty: 4428.408203
	Iteration 42Q: 3 clusters Score -780101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -780108.500000 Penalty: 4428.408203
	Iteration 43Q: 3 clusters Score -780108.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -780113.312500 Penalty: 4428.408203
	Iteration 44Q: 3 clusters Score -780113.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -780120.062500 Penalty: 4428.408203
	Iteration 45Q: 3 clusters Score -780120.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -780123.250000 Penalty: 4428.408203
	Iteration 46Q: 3 clusters Score -780123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -780123.375000 Penalty: 4428.408203
	Iteration 47Q: 3 clusters Score -780123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -780126.062500 Penalty: 4428.408203
	Iteration 48Q: 3 clusters Score -780126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -780128.000000 Penalty: 4428.408203
	Iteration 49Q: 3 clusters Score -780128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -780127.562500 Penalty: 4428.408203
	Iteration 50Q: 3 clusters Score -780127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -780127.687500 Penalty: 4428.408203
	Iteration 51Q: 3 clusters Score -780127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -780129.562500 Penalty: 4428.408203
	Iteration 52Q: 3 clusters Score -780129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -780130.500000 Penalty: 4428.408203
	Iteration 53Q: 3 clusters Score -780130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -780130.812500 Penalty: 4428.408203
	Iteration 54Q: 3 clusters Score -780130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -780130.312500 Penalty: 4428.408203
	Iteration 55Q: 3 clusters Score -780130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -780130.312500 Penalty: 4428.408203
	Iteration 56Q: 3 clusters Score -780130.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -780130.312500 Penalty: 4428.408203
	Iteration 57F: 3 clusters Score -780130.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Entering Unmasked Estep 
Score: -1486895.250000 Penalty: 2366.170410
	Iteration 0F: 2 clusters Score -1486895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1476735.750000 Penalty: 4732.340820
	Iteration 0F: 3 clusters Score -1476736 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1480043.875000 Penalty: 4732.340820
	Iteration 1F: 3 clusters Score -1480044 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1480513.000000 Penalty: 4732.340820
	Iteration 2F: 3 clusters Score -1480513 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1480953.000000 Penalty: 4732.340820
	Iteration 3F: 3 clusters Score -1480953 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1481486.000000 Penalty: 4732.340820
	Iteration 4F: 3 clusters Score -1481486 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1482081.000000 Penalty: 4732.340820
	Iteration 5F: 3 clusters Score -1482081 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1482705.375000 Penalty: 4732.340820
	Iteration 6F: 3 clusters Score -1482705 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1483296.250000 Penalty: 4732.340820
	Iteration 7F: 3 clusters Score -1483296 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1483833.500000 Penalty: 4732.340820
	Iteration 8F: 3 clusters Score -1483834 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1484291.125000 Penalty: 4732.340820
	Iteration 9Q: 3 clusters Score -1484291 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1484575.875000 Penalty: 4732.340820
	Iteration 10Q: 3 clusters Score -1484576 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1484775.125000 Penalty: 4732.340820
	Iteration 11Q: 3 clusters Score -1484775 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1484939.375000 Penalty: 4732.340820
	Iteration 12Q: 3 clusters Score -1484939 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1485081.500000 Penalty: 4732.340820
	Iteration 13Q: 3 clusters Score -1485082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1485188.500000 Penalty: 4732.340820
	Iteration 14Q: 3 clusters Score -1485188 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1485280.750000 Penalty: 4732.340820
	Iteration 15Q: 3 clusters Score -1485281 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1485349.625000 Penalty: 4732.340820
	Iteration 16Q: 3 clusters Score -1485350 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1485396.625000 Penalty: 4732.340820
	Iteration 17Q: 3 clusters Score -1485397 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1485430.750000 Penalty: 4732.340820
	Iteration 18Q: 3 clusters Score -1485431 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1485456.750000 Penalty: 4732.340820
	Iteration 19Q: 3 clusters Score -1485457 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1485465.875000 Penalty: 4732.340820
	Iteration 20F: 3 clusters Score -1485466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1485481.750000 Penalty: 4732.340820
	Iteration 21Q: 3 clusters Score -1485482 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1485500.125000 Penalty: 4732.340820
	Iteration 22Q: 3 clusters Score -1485500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1485513.250000 Penalty: 4732.340820
	Iteration 23Q: 3 clusters Score -1485513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1485518.625000 Penalty: 4732.340820
	Iteration 24Q: 3 clusters Score -1485519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1485527.375000 Penalty: 4732.340820
	Iteration 25Q: 3 clusters Score -1485527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1485529.750000 Penalty: 4732.340820
	Iteration 26Q: 3 clusters Score -1485530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1485537.375000 Penalty: 4732.340820
	Iteration 27Q: 3 clusters Score -1485537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1485540.500000 Penalty: 4732.340820
	Iteration 28Q: 3 clusters Score -1485540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1485549.750000 Penalty: 4732.340820
	Iteration 29Q: 3 clusters Score -1485550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1485552.750000 Penalty: 4732.340820
	Iteration 30Q: 3 clusters Score -1485553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1485551.250000 Penalty: 4732.340820
	Iteration 31Q: 3 clusters Score -1485551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1485550.875000 Penalty: 4732.340820
	Iteration 32Q: 3 clusters Score -1485551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1485552.500000 Penalty: 4732.340820
	Iteration 33Q: 3 clusters Score -1485552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1485554.625000 Penalty: 4732.340820
	Iteration 34Q: 3 clusters Score -1485555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1485554.000000 Penalty: 4732.340820
	Iteration 35Q: 3 clusters Score -1485554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1485559.375000 Penalty: 4732.340820
	Iteration 36Q: 3 clusters Score -1485559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1485559.625000 Penalty: 4732.340820
	Iteration 37Q: 3 clusters Score -1485560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1485556.875000 Penalty: 4732.340820
	Iteration 38Q: 3 clusters Score -1485557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1485556.500000 Penalty: 4732.340820
	Iteration 39Q: 3 clusters Score -1485556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1485558.000000 Penalty: 4732.340820
	Iteration 40F: 3 clusters Score -1485558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1485559.375000 Penalty: 4732.340820
	Iteration 41Q: 3 clusters Score -1485559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1485560.625000 Penalty: 4732.340820
	Iteration 42Q: 3 clusters Score -1485561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1485563.375000 Penalty: 4732.340820
	Iteration 43Q: 3 clusters Score -1485563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1485565.000000 Penalty: 4732.340820
	Iteration 44Q: 3 clusters Score -1485565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1485566.125000 Penalty: 4732.340820
	Iteration 45Q: 3 clusters Score -1485566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1485565.625000 Penalty: 4732.340820
	Iteration 46Q: 3 clusters Score -1485566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1485563.250000 Penalty: 4732.340820
	Iteration 47Q: 3 clusters Score -1485563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1485561.500000 Penalty: 4732.340820
	Iteration 48Q: 3 clusters Score -1485562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1485565.000000 Penalty: 4732.340820
	Iteration 49Q: 3 clusters Score -1485565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1485562.750000 Penalty: 4732.340820
	Iteration 50Q: 3 clusters Score -1485563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1485565.000000 Penalty: 4732.340820
	Iteration 51Q: 3 clusters Score -1485565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1485564.750000 Penalty: 4732.340820
	Iteration 52Q: 3 clusters Score -1485565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1485568.375000 Penalty: 4732.340820
	Iteration 53Q: 3 clusters Score -1485568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1485564.500000 Penalty: 4732.340820
	Iteration 54Q: 3 clusters Score -1485564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1485565.750000 Penalty: 4732.340820
	Iteration 55Q: 3 clusters Score -1485566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1485565.750000 Penalty: 4732.340820
	Iteration 56F: 3 clusters Score -1485566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (24411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Entering Unmasked Estep 
Score: -2761974.500000 Penalty: 2505.491699
	Iteration 0F: 2 clusters Score -2761974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2744962.000000 Penalty: 5010.983398
	Iteration 0F: 3 clusters Score -2744962 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2750862.750000 Penalty: 5010.983398
	Iteration 1F: 3 clusters Score -2750863 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2751313.000000 Penalty: 5010.983398
	Iteration 2F: 3 clusters Score -2751313 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2751738.500000 Penalty: 5010.983398
	Iteration 3Q: 3 clusters Score -2751738 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2752180.500000 Penalty: 5010.983398
	Iteration 4Q: 3 clusters Score -2752180 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2752760.500000 Penalty: 5010.983398
	Iteration 5Q: 3 clusters Score -2752760 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2753407.750000 Penalty: 5010.983398
	Iteration 6F: 3 clusters Score -2753408 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2754087.500000 Penalty: 5010.983398
	Iteration 7F: 3 clusters Score -2754088 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2754636.750000 Penalty: 5010.983398
	Iteration 8F: 3 clusters Score -2754637 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2755058.750000 Penalty: 5010.983398
	Iteration 9Q: 3 clusters Score -2755059 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2755358.500000 Penalty: 5010.983398
	Iteration 10Q: 3 clusters Score -2755358 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2755549.500000 Penalty: 5010.983398
	Iteration 11Q: 3 clusters Score -2755550 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2755702.250000 Penalty: 5010.983398
	Iteration 12Q: 3 clusters Score -2755702 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2755797.000000 Penalty: 5010.983398
	Iteration 13Q: 3 clusters Score -2755797 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2755890.250000 Penalty: 5010.983398
	Iteration 14Q: 3 clusters Score -2755890 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2755936.500000 Penalty: 5010.983398
	Iteration 15Q: 3 clusters Score -2755936 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2755984.250000 Penalty: 5010.983398
	Iteration 16Q: 3 clusters Score -2755984 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2756030.000000 Penalty: 5010.983398
	Iteration 17Q: 3 clusters Score -2756030 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2756068.750000 Penalty: 5010.983398
	Iteration 18Q: 3 clusters Score -2756069 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2756092.000000 Penalty: 5010.983398
	Iteration 19Q: 3 clusters Score -2756092 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2756136.250000 Penalty: 5010.983398
	Iteration 20F: 3 clusters Score -2756136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2756198.750000 Penalty: 5010.983398
	Iteration 21Q: 3 clusters Score -2756199 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2756253.500000 Penalty: 5010.983398
	Iteration 22Q: 3 clusters Score -2756254 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2756311.500000 Penalty: 5010.983398
	Iteration 23Q: 3 clusters Score -2756312 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2756384.500000 Penalty: 5010.983398
	Iteration 24Q: 3 clusters Score -2756384 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2756458.500000 Penalty: 5010.983398
	Iteration 25Q: 3 clusters Score -2756458 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2756541.750000 Penalty: 5010.983398
	Iteration 26Q: 3 clusters Score -2756542 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2756649.000000 Penalty: 5010.983398
	Iteration 27Q: 3 clusters Score -2756649 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2756787.000000 Penalty: 5010.983398
	Iteration 28Q: 3 clusters Score -2756787 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2756961.250000 Penalty: 5010.983398
	Iteration 29Q: 3 clusters Score -2756961 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2757187.250000 Penalty: 5010.983398
	Iteration 30Q: 3 clusters Score -2757187 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2757424.500000 Penalty: 5010.983398
	Iteration 31Q: 3 clusters Score -2757424 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2757703.000000 Penalty: 5010.983398
	Iteration 32Q: 3 clusters Score -2757703 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2757971.250000 Penalty: 5010.983398
	Iteration 33Q: 3 clusters Score -2757971 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2758256.000000 Penalty: 5010.983398
	Iteration 34Q: 3 clusters Score -2758256 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2758558.000000 Penalty: 5010.983398
	Iteration 35Q: 3 clusters Score -2758558 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2758848.500000 Penalty: 5010.983398
	Iteration 36Q: 3 clusters Score -2758848 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2759095.750000 Penalty: 5010.983398
	Iteration 37Q: 3 clusters Score -2759096 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2759305.750000 Penalty: 5010.983398
	Iteration 38Q: 3 clusters Score -2759306 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2759450.500000 Penalty: 5010.983398
	Iteration 39Q: 3 clusters Score -2759450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2759557.750000 Penalty: 5010.983398
	Iteration 40F: 3 clusters Score -2759558 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2759625.750000 Penalty: 5010.983398
	Iteration 41Q: 3 clusters Score -2759626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2759676.000000 Penalty: 5010.983398
	Iteration 42Q: 3 clusters Score -2759676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2759718.000000 Penalty: 5010.983398
	Iteration 43Q: 3 clusters Score -2759718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2759752.500000 Penalty: 5010.983398
	Iteration 44Q: 3 clusters Score -2759752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2759776.000000 Penalty: 5010.983398
	Iteration 45Q: 3 clusters Score -2759776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2759796.500000 Penalty: 5010.983398
	Iteration 46Q: 3 clusters Score -2759796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2759808.000000 Penalty: 5010.983398
	Iteration 47Q: 3 clusters Score -2759808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2759824.000000 Penalty: 5010.983398
	Iteration 48Q: 3 clusters Score -2759824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2759839.250000 Penalty: 5010.983398
	Iteration 49Q: 3 clusters Score -2759839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2759847.250000 Penalty: 5010.983398
	Iteration 50Q: 3 clusters Score -2759847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2759851.250000 Penalty: 5010.983398
	Iteration 51Q: 3 clusters Score -2759851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2759854.500000 Penalty: 5010.983398
	Iteration 52Q: 3 clusters Score -2759854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2759863.500000 Penalty: 5010.983398
	Iteration 53Q: 3 clusters Score -2759864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2759868.000000 Penalty: 5010.983398
	Iteration 54Q: 3 clusters Score -2759868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2759869.000000 Penalty: 5010.983398
	Iteration 55Q: 3 clusters Score -2759869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2759876.000000 Penalty: 5010.983398
	Iteration 56Q: 3 clusters Score -2759876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2759882.500000 Penalty: 5010.983398
	Iteration 57Q: 3 clusters Score -2759882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2759885.250000 Penalty: 5010.983398
	Iteration 58Q: 3 clusters Score -2759885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2759887.250000 Penalty: 5010.983398
	Iteration 59Q: 3 clusters Score -2759887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2759892.000000 Penalty: 5010.983398
	Iteration 60F: 3 clusters Score -2759892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2759897.750000 Penalty: 5010.983398
	Iteration 61Q: 3 clusters Score -2759898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2759899.750000 Penalty: 5010.983398
	Iteration 62Q: 3 clusters Score -2759900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2759903.250000 Penalty: 5010.983398
	Iteration 63Q: 3 clusters Score -2759903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2759900.250000 Penalty: 5010.983398
	Iteration 64Q: 3 clusters Score -2759900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2759904.500000 Penalty: 5010.983398
	Iteration 65Q: 3 clusters Score -2759904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2759900.750000 Penalty: 5010.983398
	Iteration 66Q: 3 clusters Score -2759901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2759902.750000 Penalty: 5010.983398
	Iteration 67Q: 3 clusters Score -2759903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2759902.750000 Penalty: 5010.983398
	Iteration 68F: 3 clusters Score -2759903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15268.532227 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15268.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14231.007812 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14231.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14271.197266 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -14271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14280.347656 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -14280.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14283.144531 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -14283.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14286.073242 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -14286.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14286.073242 Penalty: 2612.857666
	Iteration 5F: 3 clusters Score -14286.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Entering Unmasked Estep 
Score: -2164861.000000 Penalty: 2438.480469
	Iteration 0F: 2 clusters Score -2164861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2151621.750000 Penalty: 4876.960938
	Iteration 0F: 3 clusters Score -2151622 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2155953.500000 Penalty: 4876.960938
	Iteration 1F: 3 clusters Score -2155954 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2156416.000000 Penalty: 4876.960938
	Iteration 2F: 3 clusters Score -2156416 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2156934.500000 Penalty: 4876.960938
	Iteration 3F: 3 clusters Score -2156934 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2157614.500000 Penalty: 4876.960938
	Iteration 4F: 3 clusters Score -2157614 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2158511.750000 Penalty: 4876.960938
	Iteration 5F: 3 clusters Score -2158512 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2159499.250000 Penalty: 4876.960938
	Iteration 6F: 3 clusters Score -2159499 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2160436.000000 Penalty: 4876.960938
	Iteration 7F: 3 clusters Score -2160436 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2161149.750000 Penalty: 4876.960938
	Iteration 8F: 3 clusters Score -2161150 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2161613.000000 Penalty: 4876.960938
	Iteration 9Q: 3 clusters Score -2161613 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2161861.750000 Penalty: 4876.960938
	Iteration 10Q: 3 clusters Score -2161862 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2162019.000000 Penalty: 4876.960938
	Iteration 11Q: 3 clusters Score -2162019 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2162119.250000 Penalty: 4876.960938
	Iteration 12Q: 3 clusters Score -2162119 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2162190.500000 Penalty: 4876.960938
	Iteration 13Q: 3 clusters Score -2162190 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2162268.500000 Penalty: 4876.960938
	Iteration 14Q: 3 clusters Score -2162268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2162326.750000 Penalty: 4876.960938
	Iteration 15Q: 3 clusters Score -2162327 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2162373.000000 Penalty: 4876.960938
	Iteration 16Q: 3 clusters Score -2162373 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2162435.500000 Penalty: 4876.960938
	Iteration 17Q: 3 clusters Score -2162436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2162493.250000 Penalty: 4876.960938
	Iteration 18Q: 3 clusters Score -2162493 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2162549.750000 Penalty: 4876.960938
	Iteration 19Q: 3 clusters Score -2162550 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2162602.250000 Penalty: 4876.960938
	Iteration 20F: 3 clusters Score -2162602 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2162652.250000 Penalty: 4876.960938
	Iteration 21Q: 3 clusters Score -2162652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2162682.750000 Penalty: 4876.960938
	Iteration 22Q: 3 clusters Score -2162683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2162700.500000 Penalty: 4876.960938
	Iteration 23Q: 3 clusters Score -2162700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2162720.500000 Penalty: 4876.960938
	Iteration 24Q: 3 clusters Score -2162720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2162741.750000 Penalty: 4876.960938
	Iteration 25Q: 3 clusters Score -2162742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2162757.500000 Penalty: 4876.960938
	Iteration 26Q: 3 clusters Score -2162758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2162781.500000 Penalty: 4876.960938
	Iteration 27Q: 3 clusters Score -2162782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2162811.250000 Penalty: 4876.960938
	Iteration 28Q: 3 clusters Score -2162811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2162847.500000 Penalty: 4876.960938
	Iteration 29Q: 3 clusters Score -2162848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2162877.500000 Penalty: 4876.960938
	Iteration 30Q: 3 clusters Score -2162878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2162907.500000 Penalty: 4876.960938
	Iteration 31Q: 3 clusters Score -2162908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2162935.750000 Penalty: 4876.960938
	Iteration 32Q: 3 clusters Score -2162936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2162946.750000 Penalty: 4876.960938
	Iteration 33Q: 3 clusters Score -2162947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2162965.000000 Penalty: 4876.960938
	Iteration 34Q: 3 clusters Score -2162965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2162977.000000 Penalty: 4876.960938
	Iteration 35Q: 3 clusters Score -2162977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2162986.250000 Penalty: 4876.960938
	Iteration 36Q: 3 clusters Score -2162986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2163000.000000 Penalty: 4876.960938
	Iteration 37Q: 3 clusters Score -2163000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2163003.500000 Penalty: 4876.960938
	Iteration 38Q: 3 clusters Score -2163004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2163006.750000 Penalty: 4876.960938
	Iteration 39Q: 3 clusters Score -2163007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2163007.250000 Penalty: 4876.960938
	Iteration 40F: 3 clusters Score -2163007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2163016.250000 Penalty: 4876.960938
	Iteration 41Q: 3 clusters Score -2163016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2163013.250000 Penalty: 4876.960938
	Iteration 42Q: 3 clusters Score -2163013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2163018.750000 Penalty: 4876.960938
	Iteration 43Q: 3 clusters Score -2163019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2163019.000000 Penalty: 4876.960938
	Iteration 44Q: 3 clusters Score -2163019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2163019.000000 Penalty: 4876.960938
	Iteration 45Q: 3 clusters Score -2163019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2163018.750000 Penalty: 4876.960938
	Iteration 46Q: 3 clusters Score -2163019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2163021.500000 Penalty: 4876.960938
	Iteration 47Q: 3 clusters Score -2163022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2163019.750000 Penalty: 4876.960938
	Iteration 48Q: 3 clusters Score -2163020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2163021.000000 Penalty: 4876.960938
	Iteration 49Q: 3 clusters Score -2163021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2163021.000000 Penalty: 4876.960938
	Iteration 50F: 3 clusters Score -2163021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -249944.140625 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -249944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -246683.406250 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -246683.4 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -247618.078125 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -247618.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -248185.687500 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -248185.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -248643.703125 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -248643.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -248861.375000 Penalty: 3971.984375
	Iteration 4F: 3 clusters Score -248861.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -248999.187500 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -248999.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -249112.562500 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -249112.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -249178.906250 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -249178.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -249212.453125 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -249212.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -249229.312500 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -249229.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -249239.421875 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -249239.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -249250.546875 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -249250.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -249257.015625 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -249257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -249258.671875 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -249258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -249259.718750 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -249259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -249260.828125 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -249260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -249260.828125 Penalty: 3971.984375
	Iteration 16F: 3 clusters Score -249260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -528044.687500 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -528044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -523629.906250 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -523629.9 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -524641.625000 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -524641.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -524853.125000 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -524853.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -524996.000000 Penalty: 4216.830078
	Iteration 3Q: 3 clusters Score -524996 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -525129.500000 Penalty: 4216.830078
	Iteration 4Q: 3 clusters Score -525129.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -525285.687500 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -525285.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -525446.375000 Penalty: 4216.830078
	Iteration 6Q: 3 clusters Score -525446.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -525606.375000 Penalty: 4216.830078
	Iteration 7Q: 3 clusters Score -525606.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -525797.250000 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -525797.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -525990.625000 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -525990.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -526176.187500 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -526176.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -526346.562500 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -526346.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -526559.937500 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -526559.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -526730.125000 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -526730.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -526847.562500 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -526847.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -526927.000000 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -526927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -526985.437500 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -526985.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -527015.250000 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -527015.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -527035.750000 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -527035.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -527048.312500 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -527048.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -527053.187500 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -527053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -527055.500000 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -527055.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -527058.375000 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -527058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -527061.375000 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -527061.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -527063.437500 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -527063.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -527065.812500 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -527065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -527064.562500 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -527064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -527066.062500 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -527066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -527066.062500 Penalty: 4216.830078
	Iteration 28F: 3 clusters Score -527066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (26134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Entering Unmasked Estep 
Score: -2987083.250000 Penalty: 2522.406250
	Iteration 0F: 2 clusters Score -2987083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2969002.250000 Penalty: 5044.812500
	Iteration 0F: 3 clusters Score -2969002 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2975315.000000 Penalty: 5044.812500
	Iteration 1F: 3 clusters Score -2975315 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2975700.500000 Penalty: 5044.812500
	Iteration 2Q: 3 clusters Score -2975700 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2976033.000000 Penalty: 5044.812500
	Iteration 3Q: 3 clusters Score -2976033 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2976356.000000 Penalty: 5044.812500
	Iteration 4Q: 3 clusters Score -2976356 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2976681.250000 Penalty: 5044.812500
	Iteration 5Q: 3 clusters Score -2976681 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2977024.500000 Penalty: 5044.812500
	Iteration 6Q: 3 clusters Score -2977024 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2977420.750000 Penalty: 5044.812500
	Iteration 7Q: 3 clusters Score -2977421 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2977954.250000 Penalty: 5044.812500
	Iteration 8Q: 3 clusters Score -2977954 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2978595.750000 Penalty: 5044.812500
	Iteration 9Q: 3 clusters Score -2978596 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2979446.750000 Penalty: 5044.812500
	Iteration 10F: 3 clusters Score -2979447 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2980375.000000 Penalty: 5044.812500
	Iteration 11F: 3 clusters Score -2980375 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2981388.500000 Penalty: 5044.812500
	Iteration 12F: 3 clusters Score -2981388 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2982304.250000 Penalty: 5044.812500
	Iteration 13Q: 3 clusters Score -2982304 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2983076.500000 Penalty: 5044.812500
	Iteration 14Q: 3 clusters Score -2983076 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2983704.000000 Penalty: 5044.812500
	Iteration 15Q: 3 clusters Score -2983704 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2984214.750000 Penalty: 5044.812500
	Iteration 16Q: 3 clusters Score -2984215 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2984641.000000 Penalty: 5044.812500
	Iteration 17Q: 3 clusters Score -2984641 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2984908.500000 Penalty: 5044.812500
	Iteration 18Q: 3 clusters Score -2984908 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2985021.250000 Penalty: 5044.812500
	Iteration 19Q: 3 clusters Score -2985021 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2985092.250000 Penalty: 5044.812500
	Iteration 20F: 3 clusters Score -2985092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2985156.250000 Penalty: 5044.812500
	Iteration 21Q: 3 clusters Score -2985156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2985199.250000 Penalty: 5044.812500
	Iteration 22Q: 3 clusters Score -2985199 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2985222.500000 Penalty: 5044.812500
	Iteration 23Q: 3 clusters Score -2985222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2985246.250000 Penalty: 5044.812500
	Iteration 24Q: 3 clusters Score -2985246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2985268.250000 Penalty: 5044.812500
	Iteration 25Q: 3 clusters Score -2985268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2985303.750000 Penalty: 5044.812500
	Iteration 26Q: 3 clusters Score -2985304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2985323.250000 Penalty: 5044.812500
	Iteration 27Q: 3 clusters Score -2985323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2985334.000000 Penalty: 5044.812500
	Iteration 28Q: 3 clusters Score -2985334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2985343.000000 Penalty: 5044.812500
	Iteration 29Q: 3 clusters Score -2985343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2985349.000000 Penalty: 5044.812500
	Iteration 30Q: 3 clusters Score -2985349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2985351.000000 Penalty: 5044.812500
	Iteration 31Q: 3 clusters Score -2985351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2985352.500000 Penalty: 5044.812500
	Iteration 32Q: 3 clusters Score -2985352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2985357.250000 Penalty: 5044.812500
	Iteration 33Q: 3 clusters Score -2985357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2985358.250000 Penalty: 5044.812500
	Iteration 34Q: 3 clusters Score -2985358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2985362.750000 Penalty: 5044.812500
	Iteration 35Q: 3 clusters Score -2985363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2985364.750000 Penalty: 5044.812500
	Iteration 36Q: 3 clusters Score -2985365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2985370.500000 Penalty: 5044.812500
	Iteration 37Q: 3 clusters Score -2985370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2985376.250000 Penalty: 5044.812500
	Iteration 38Q: 3 clusters Score -2985376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2985374.750000 Penalty: 5044.812500
	Iteration 39Q: 3 clusters Score -2985375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2985376.750000 Penalty: 5044.812500
	Iteration 40F: 3 clusters Score -2985377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2985376.500000 Penalty: 5044.812500
	Iteration 41Q: 3 clusters Score -2985376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2985377.500000 Penalty: 5044.812500
	Iteration 42Q: 3 clusters Score -2985378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2985375.500000 Penalty: 5044.812500
	Iteration 43Q: 3 clusters Score -2985376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2985382.250000 Penalty: 5044.812500
	Iteration 44Q: 3 clusters Score -2985382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2985383.750000 Penalty: 5044.812500
	Iteration 45Q: 3 clusters Score -2985384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2985381.250000 Penalty: 5044.812500
	Iteration 46Q: 3 clusters Score -2985381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2985387.500000 Penalty: 5044.812500
	Iteration 47Q: 3 clusters Score -2985388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2985388.250000 Penalty: 5044.812500
	Iteration 48Q: 3 clusters Score -2985388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2985391.750000 Penalty: 5044.812500
	Iteration 49Q: 3 clusters Score -2985392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2985385.750000 Penalty: 5044.812500
	Iteration 50Q: 3 clusters Score -2985386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2985390.500000 Penalty: 5044.812500
	Iteration 51Q: 3 clusters Score -2985390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2985391.000000 Penalty: 5044.812500
	Iteration 52Q: 3 clusters Score -2985391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2985390.000000 Penalty: 5044.812500
	Iteration 53Q: 3 clusters Score -2985390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2985389.500000 Penalty: 5044.812500
	Iteration 54Q: 3 clusters Score -2985390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2985391.750000 Penalty: 5044.812500
	Iteration 55Q: 3 clusters Score -2985392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2985386.250000 Penalty: 5044.812500
	Iteration 56Q: 3 clusters Score -2985386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2985393.250000 Penalty: 5044.812500
	Iteration 57Q: 3 clusters Score -2985393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2985394.250000 Penalty: 5044.812500
	Iteration 58Q: 3 clusters Score -2985394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2985388.250000 Penalty: 5044.812500
	Iteration 59Q: 3 clusters Score -2985388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2985392.500000 Penalty: 5044.812500
	Iteration 60F: 3 clusters Score -2985392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2985393.500000 Penalty: 5044.812500
	Iteration 61Q: 3 clusters Score -2985394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2985391.750000 Penalty: 5044.812500
	Iteration 62Q: 3 clusters Score -2985392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2985390.500000 Penalty: 5044.812500
	Iteration 63Q: 3 clusters Score -2985390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2985392.750000 Penalty: 5044.812500
	Iteration 64Q: 3 clusters Score -2985393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2985391.750000 Penalty: 5044.812500
	Iteration 65Q: 3 clusters Score -2985392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2985394.500000 Penalty: 5044.812500
	Iteration 66Q: 3 clusters Score -2985394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2985395.750000 Penalty: 5044.812500
	Iteration 67Q: 3 clusters Score -2985396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2985395.250000 Penalty: 5044.812500
	Iteration 68Q: 3 clusters Score -2985395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2985394.500000 Penalty: 5044.812500
	Iteration 69Q: 3 clusters Score -2985394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2985394.500000 Penalty: 5044.812500
	Iteration 70F: 3 clusters Score -2985394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -169433.125000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -169433.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -166981.015625 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -166981 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -167444.218750 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -167444.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -167578.328125 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -167578.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -167662.984375 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -167663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -167751.281250 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -167751.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -167882.984375 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -167883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -168007.203125 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -168007.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -168098.593750 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -168098.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -168173.937500 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -168173.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -168259.781250 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -168259.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -168341.859375 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -168341.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -168420.203125 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -168420.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -168501.125000 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -168501.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -168559.531250 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -168559.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -168614.984375 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -168615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -168679.921875 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -168679.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168740.468750 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -168740.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -168793.828125 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -168793.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168840.078125 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -168840.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -168879.375000 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -168879.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -168925.781250 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -168925.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -168963.296875 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -168963.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -168995.734375 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -168995.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -169034.078125 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -169034.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -169087.031250 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -169087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -169133.343750 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -169133.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -169176.828125 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -169176.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -169246.125000 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -169246.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -169316.875000 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -169316.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -169411.515625 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -169411.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -169497.921875 Penalty: 3713.916016
	Iteration 30Q: 3 clusters Score -169497.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -169546.890625 Penalty: 3713.916016
	Iteration 31Q: 3 clusters Score -169546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -169598.265625 Penalty: 3713.916016
	Iteration 32Q: 3 clusters Score -169598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -169626.578125 Penalty: 3713.916016
	Iteration 33Q: 3 clusters Score -169626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -169653.484375 Penalty: 3713.916016
	Iteration 34Q: 3 clusters Score -169653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -169670.781250 Penalty: 3713.916016
	Iteration 35Q: 3 clusters Score -169670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -169688.718750 Penalty: 3713.916016
	Iteration 36Q: 3 clusters Score -169688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169694.859375 Penalty: 3713.916016
	Iteration 37Q: 3 clusters Score -169694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -169701.859375 Penalty: 3713.916016
	Iteration 38Q: 3 clusters Score -169701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -169702.890625 Penalty: 3713.916016
	Iteration 39Q: 3 clusters Score -169702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -169717.281250 Penalty: 3713.916016
	Iteration 40F: 3 clusters Score -169717.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -169729.250000 Penalty: 3713.916016
	Iteration 41Q: 3 clusters Score -169729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169730.781250 Penalty: 3713.916016
	Iteration 42Q: 3 clusters Score -169730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169730.781250 Penalty: 3713.916016
	Iteration 43F: 3 clusters Score -169730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 941 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7596 members 
Mstep: Class 66 contains 845 members 
Entering Unmasked Estep 
Score: -139288432.000000 Penalty: 230321.296875
Splitting cluster 58 changes total score from -139289488.000000 to -139288432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -534082.937500 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -534082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -529722.562500 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -529722.6 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -530887.625000 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -530887.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -531161.312500 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -531161.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -531332.250000 Penalty: 4205.621582
	Iteration 3F: 3 clusters Score -531332.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -531466.500000 Penalty: 4205.621582
	Iteration 4Q: 3 clusters Score -531466.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -531566.125000 Penalty: 4205.621582
	Iteration 5Q: 3 clusters Score -531566.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -531651.750000 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -531651.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -531737.562500 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -531737.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -531826.375000 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -531826.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -531903.187500 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -531903.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -531989.250000 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -531989.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -532088.500000 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -532088.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -532207.437500 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -532207.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -532311.125000 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -532311.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -532435.250000 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -532435.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -532577.312500 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -532577.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -532689.187500 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -532689.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -532763.500000 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -532763.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -532814.500000 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -532814.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -532857.875000 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -532857.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -532890.562500 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -532890.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -532912.375000 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -532912.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -532924.500000 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -532924.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -532933.937500 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -532933.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -532938.500000 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -532938.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -532941.250000 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -532941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -532944.625000 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -532944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -532947.375000 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -532947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -532947.562500 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -532947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -532950.500000 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -532950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -532951.000000 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -532951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -532951.000000 Penalty: 4205.621582
	Iteration 31F: 3 clusters Score -532951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Entering Unmasked Estep 
Score: -739248.062500 Penalty: 2223.212891
	Iteration 0F: 2 clusters Score -739248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -732968.562500 Penalty: 4446.425781
	Iteration 0F: 3 clusters Score -732968.6 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -734903.000000 Penalty: 4446.425781
	Iteration 1F: 3 clusters Score -734903 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -735380.562500 Penalty: 4446.425781
	Iteration 2F: 3 clusters Score -735380.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -735816.812500 Penalty: 4446.425781
	Iteration 3F: 3 clusters Score -735816.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -736293.187500 Penalty: 4446.425781
	Iteration 4F: 3 clusters Score -736293.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -736792.187500 Penalty: 4446.425781
	Iteration 5F: 3 clusters Score -736792.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -737156.750000 Penalty: 4446.425781
	Iteration 6F: 3 clusters Score -737156.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -737482.750000 Penalty: 4446.425781
	Iteration 7Q: 3 clusters Score -737482.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -737788.687500 Penalty: 4446.425781
	Iteration 8Q: 3 clusters Score -737788.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -738025.500000 Penalty: 4446.425781
	Iteration 9Q: 3 clusters Score -738025.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -738201.625000 Penalty: 4446.425781
	Iteration 10Q: 3 clusters Score -738201.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -738294.437500 Penalty: 4446.425781
	Iteration 11Q: 3 clusters Score -738294.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -738343.187500 Penalty: 4446.425781
	Iteration 12Q: 3 clusters Score -738343.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -738372.062500 Penalty: 4446.425781
	Iteration 13Q: 3 clusters Score -738372.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -738387.625000 Penalty: 4446.425781
	Iteration 14Q: 3 clusters Score -738387.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -738396.125000 Penalty: 4446.425781
	Iteration 15Q: 3 clusters Score -738396.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -738399.750000 Penalty: 4446.425781
	Iteration 16Q: 3 clusters Score -738399.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -738404.125000 Penalty: 4446.425781
	Iteration 17Q: 3 clusters Score -738404.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -738407.687500 Penalty: 4446.425781
	Iteration 18Q: 3 clusters Score -738407.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -738411.625000 Penalty: 4446.425781
	Iteration 19Q: 3 clusters Score -738411.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -738414.375000 Penalty: 4446.425781
	Iteration 20F: 3 clusters Score -738414.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -738415.500000 Penalty: 4446.425781
	Iteration 21Q: 3 clusters Score -738415.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -738419.562500 Penalty: 4446.425781
	Iteration 22Q: 3 clusters Score -738419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -738421.437500 Penalty: 4446.425781
	Iteration 23Q: 3 clusters Score -738421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -738423.937500 Penalty: 4446.425781
	Iteration 24Q: 3 clusters Score -738423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -738423.750000 Penalty: 4446.425781
	Iteration 25Q: 3 clusters Score -738423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -738425.437500 Penalty: 4446.425781
	Iteration 26Q: 3 clusters Score -738425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -738425.500000 Penalty: 4446.425781
	Iteration 27Q: 3 clusters Score -738425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -738425.125000 Penalty: 4446.425781
	Iteration 28Q: 3 clusters Score -738425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -738426.687500 Penalty: 4446.425781
	Iteration 29Q: 3 clusters Score -738426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -738428.500000 Penalty: 4446.425781
	Iteration 30Q: 3 clusters Score -738428.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -738428.500000 Penalty: 4446.425781
	Iteration 31F: 3 clusters Score -738428.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (41848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Entering Unmasked Estep 
Score: -4387307.000000 Penalty: 2639.166260
	Iteration 0F: 2 clusters Score -4387307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4359073.500000 Penalty: 5278.332520
	Iteration 0F: 3 clusters Score -4359074 nChanged 19009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4369850.500000 Penalty: 5278.332520
	Iteration 1F: 3 clusters Score -4369850 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -4370706.500000 Penalty: 5278.332520
	Iteration 2F: 3 clusters Score -4370706 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -4371524.500000 Penalty: 5278.332520
	Iteration 3Q: 3 clusters Score -4371524 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4372374.000000 Penalty: 5278.332520
	Iteration 4Q: 3 clusters Score -4372374 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4373182.000000 Penalty: 5278.332520
	Iteration 5Q: 3 clusters Score -4373182 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -4373940.500000 Penalty: 5278.332520
	Iteration 6Q: 3 clusters Score -4373940 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4374735.500000 Penalty: 5278.332520
	Iteration 7Q: 3 clusters Score -4374736 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4375641.000000 Penalty: 5278.332520
	Iteration 8Q: 3 clusters Score -4375641 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -4376672.000000 Penalty: 5278.332520
	Iteration 9Q: 3 clusters Score -4376672 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -4377839.500000 Penalty: 5278.332520
	Iteration 10Q: 3 clusters Score -4377840 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -4379225.500000 Penalty: 5278.332520
	Iteration 11Q: 3 clusters Score -4379226 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4380696.000000 Penalty: 5278.332520
	Iteration 12Q: 3 clusters Score -4380696 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4382114.500000 Penalty: 5278.332520
	Iteration 13Q: 3 clusters Score -4382114 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4383212.500000 Penalty: 5278.332520
	Iteration 14Q: 3 clusters Score -4383212 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4383931.000000 Penalty: 5278.332520
	Iteration 15Q: 3 clusters Score -4383931 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4384470.000000 Penalty: 5278.332520
	Iteration 16Q: 3 clusters Score -4384470 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4384802.500000 Penalty: 5278.332520
	Iteration 17Q: 3 clusters Score -4384802 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4385032.000000 Penalty: 5278.332520
	Iteration 18Q: 3 clusters Score -4385032 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4385229.500000 Penalty: 5278.332520
	Iteration 19Q: 3 clusters Score -4385230 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4385361.000000 Penalty: 5278.332520
	Iteration 20F: 3 clusters Score -4385361 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4385450.500000 Penalty: 5278.332520
	Iteration 21Q: 3 clusters Score -4385450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4385527.000000 Penalty: 5278.332520
	Iteration 22Q: 3 clusters Score -4385527 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4385586.000000 Penalty: 5278.332520
	Iteration 23Q: 3 clusters Score -4385586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4385643.000000 Penalty: 5278.332520
	Iteration 24Q: 3 clusters Score -4385643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4385705.000000 Penalty: 5278.332520
	Iteration 25Q: 3 clusters Score -4385705 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4385790.500000 Penalty: 5278.332520
	Iteration 26Q: 3 clusters Score -4385790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4385871.500000 Penalty: 5278.332520
	Iteration 27Q: 3 clusters Score -4385872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4385939.000000 Penalty: 5278.332520
	Iteration 28Q: 3 clusters Score -4385939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4385970.500000 Penalty: 5278.332520
	Iteration 29Q: 3 clusters Score -4385970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4386001.500000 Penalty: 5278.332520
	Iteration 30Q: 3 clusters Score -4386002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4386016.500000 Penalty: 5278.332520
	Iteration 31Q: 3 clusters Score -4386016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4386028.000000 Penalty: 5278.332520
	Iteration 32Q: 3 clusters Score -4386028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4386035.000000 Penalty: 5278.332520
	Iteration 33Q: 3 clusters Score -4386035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4386037.500000 Penalty: 5278.332520
	Iteration 34Q: 3 clusters Score -4386038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4386048.500000 Penalty: 5278.332520
	Iteration 35Q: 3 clusters Score -4386048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4386059.500000 Penalty: 5278.332520
	Iteration 36Q: 3 clusters Score -4386060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4386062.000000 Penalty: 5278.332520
	Iteration 37Q: 3 clusters Score -4386062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4386067.000000 Penalty: 5278.332520
	Iteration 38Q: 3 clusters Score -4386067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4386067.500000 Penalty: 5278.332520
	Iteration 39Q: 3 clusters Score -4386068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4386075.500000 Penalty: 5278.332520
	Iteration 40F: 3 clusters Score -4386076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4386079.500000 Penalty: 5278.332520
	Iteration 41Q: 3 clusters Score -4386080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4386074.000000 Penalty: 5278.332520
	Iteration 42Q: 3 clusters Score -4386074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4386081.000000 Penalty: 5278.332520
	Iteration 43Q: 3 clusters Score -4386081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4386076.500000 Penalty: 5278.332520
	Iteration 44Q: 3 clusters Score -4386076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4386081.500000 Penalty: 5278.332520
	Iteration 45Q: 3 clusters Score -4386082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4386079.000000 Penalty: 5278.332520
	Iteration 46Q: 3 clusters Score -4386079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4386085.000000 Penalty: 5278.332520
	Iteration 47Q: 3 clusters Score -4386085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4386087.000000 Penalty: 5278.332520
	Iteration 48Q: 3 clusters Score -4386087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4386089.500000 Penalty: 5278.332520
	Iteration 49Q: 3 clusters Score -4386090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4386086.500000 Penalty: 5278.332520
	Iteration 50Q: 3 clusters Score -4386086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4386088.000000 Penalty: 5278.332520
	Iteration 51Q: 3 clusters Score -4386088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4386093.000000 Penalty: 5278.332520
	Iteration 52Q: 3 clusters Score -4386093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4386092.000000 Penalty: 5278.332520
	Iteration 53Q: 3 clusters Score -4386092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4386093.500000 Penalty: 5278.332520
	Iteration 54Q: 3 clusters Score -4386094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4386093.500000 Penalty: 5278.332520
	Iteration 55F: 3 clusters Score -4386094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -52953.058594 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -52953.06 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 273 members 
Entering Unmasked Estep 
Score: -51419.910156 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -51419.91 nChanged 105
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: -51662.597656 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -51662.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51762.355469 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -51762.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51801.066406 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -51801.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51843.156250 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -51843.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51870.152344 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -51870.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51904.601562 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -51904.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51939.437500 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -51939.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51954.945312 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -51954.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51963.386719 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -51963.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51966.492188 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -51966.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51968.898438 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -51968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51973.734375 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -51973.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51985.957031 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -51985.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51996.250000 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -51996.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51999.175781 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -51999.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51999.175781 Penalty: 3126.099121
	Iteration 16F: 3 clusters Score -51999.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (9716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Entering Unmasked Estep 
Score: -1076859.750000 Penalty: 2277.019287
	Iteration 0F: 2 clusters Score -1076860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1069371.875000 Penalty: 4554.038574
	Iteration 0F: 3 clusters Score -1069372 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1071544.250000 Penalty: 4554.038574
	Iteration 1F: 3 clusters Score -1071544 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1071925.125000 Penalty: 4554.038574
	Iteration 2F: 3 clusters Score -1071925 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1072215.125000 Penalty: 4554.038574
	Iteration 3F: 3 clusters Score -1072215 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1072475.500000 Penalty: 4554.038574
	Iteration 4F: 3 clusters Score -1072476 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1072702.750000 Penalty: 4554.038574
	Iteration 5Q: 3 clusters Score -1072703 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1072905.500000 Penalty: 4554.038574
	Iteration 6Q: 3 clusters Score -1072906 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1073137.625000 Penalty: 4554.038574
	Iteration 7Q: 3 clusters Score -1073138 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1073395.625000 Penalty: 4554.038574
	Iteration 8Q: 3 clusters Score -1073396 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1073673.875000 Penalty: 4554.038574
	Iteration 9Q: 3 clusters Score -1073674 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1073948.125000 Penalty: 4554.038574
	Iteration 10Q: 3 clusters Score -1073948 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1074202.125000 Penalty: 4554.038574
	Iteration 11Q: 3 clusters Score -1074202 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1074418.625000 Penalty: 4554.038574
	Iteration 12Q: 3 clusters Score -1074419 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1074587.500000 Penalty: 4554.038574
	Iteration 13Q: 3 clusters Score -1074588 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1074710.625000 Penalty: 4554.038574
	Iteration 14Q: 3 clusters Score -1074711 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1074789.875000 Penalty: 4554.038574
	Iteration 15Q: 3 clusters Score -1074790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1074843.625000 Penalty: 4554.038574
	Iteration 16Q: 3 clusters Score -1074844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1074893.375000 Penalty: 4554.038574
	Iteration 17Q: 3 clusters Score -1074893 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1074934.250000 Penalty: 4554.038574
	Iteration 18Q: 3 clusters Score -1074934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1074960.000000 Penalty: 4554.038574
	Iteration 19Q: 3 clusters Score -1074960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1074978.375000 Penalty: 4554.038574
	Iteration 20F: 3 clusters Score -1074978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1074993.625000 Penalty: 4554.038574
	Iteration 21Q: 3 clusters Score -1074994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1075005.875000 Penalty: 4554.038574
	Iteration 22Q: 3 clusters Score -1075006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1075008.125000 Penalty: 4554.038574
	Iteration 23Q: 3 clusters Score -1075008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1075014.500000 Penalty: 4554.038574
	Iteration 24Q: 3 clusters Score -1075014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1075017.125000 Penalty: 4554.038574
	Iteration 25Q: 3 clusters Score -1075017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1075020.125000 Penalty: 4554.038574
	Iteration 26Q: 3 clusters Score -1075020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1075025.875000 Penalty: 4554.038574
	Iteration 27Q: 3 clusters Score -1075026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1075027.500000 Penalty: 4554.038574
	Iteration 28Q: 3 clusters Score -1075028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1075028.250000 Penalty: 4554.038574
	Iteration 29Q: 3 clusters Score -1075028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1075028.250000 Penalty: 4554.038574
	Iteration 30F: 3 clusters Score -1075028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (13385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Entering Unmasked Estep 
Score: -1538767.625000 Penalty: 2356.468750
	Iteration 0F: 2 clusters Score -1538768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1528961.375000 Penalty: 4712.937500
	Iteration 0F: 3 clusters Score -1528961 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1531982.125000 Penalty: 4712.937500
	Iteration 1F: 3 clusters Score -1531982 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1532344.750000 Penalty: 4712.937500
	Iteration 2F: 3 clusters Score -1532345 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1532571.250000 Penalty: 4712.937500
	Iteration 3Q: 3 clusters Score -1532571 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1532749.125000 Penalty: 4712.937500
	Iteration 4Q: 3 clusters Score -1532749 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1532880.375000 Penalty: 4712.937500
	Iteration 5Q: 3 clusters Score -1532880 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1532996.000000 Penalty: 4712.937500
	Iteration 6Q: 3 clusters Score -1532996 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1533104.750000 Penalty: 4712.937500
	Iteration 7Q: 3 clusters Score -1533105 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1533217.375000 Penalty: 4712.937500
	Iteration 8Q: 3 clusters Score -1533217 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1533331.000000 Penalty: 4712.937500
	Iteration 9Q: 3 clusters Score -1533331 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1533436.375000 Penalty: 4712.937500
	Iteration 10Q: 3 clusters Score -1533436 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1533539.625000 Penalty: 4712.937500
	Iteration 11Q: 3 clusters Score -1533540 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1533627.500000 Penalty: 4712.937500
	Iteration 12Q: 3 clusters Score -1533628 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1533705.375000 Penalty: 4712.937500
	Iteration 13Q: 3 clusters Score -1533705 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1533794.750000 Penalty: 4712.937500
	Iteration 14Q: 3 clusters Score -1533795 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1533892.375000 Penalty: 4712.937500
	Iteration 15Q: 3 clusters Score -1533892 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1533995.625000 Penalty: 4712.937500
	Iteration 16Q: 3 clusters Score -1533996 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1534110.000000 Penalty: 4712.937500
	Iteration 17Q: 3 clusters Score -1534110 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1534228.375000 Penalty: 4712.937500
	Iteration 18Q: 3 clusters Score -1534228 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1534355.250000 Penalty: 4712.937500
	Iteration 19Q: 3 clusters Score -1534355 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1534473.250000 Penalty: 4712.937500
	Iteration 20F: 3 clusters Score -1534473 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1534615.250000 Penalty: 4712.937500
	Iteration 21Q: 3 clusters Score -1534615 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1534794.500000 Penalty: 4712.937500
	Iteration 22Q: 3 clusters Score -1534794 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1534990.875000 Penalty: 4712.937500
	Iteration 23Q: 3 clusters Score -1534991 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1535213.875000 Penalty: 4712.937500
	Iteration 24Q: 3 clusters Score -1535214 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1535458.000000 Penalty: 4712.937500
	Iteration 25Q: 3 clusters Score -1535458 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1535669.000000 Penalty: 4712.937500
	Iteration 26Q: 3 clusters Score -1535669 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1535868.625000 Penalty: 4712.937500
	Iteration 27Q: 3 clusters Score -1535869 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1536059.375000 Penalty: 4712.937500
	Iteration 28Q: 3 clusters Score -1536059 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1536213.500000 Penalty: 4712.937500
	Iteration 29Q: 3 clusters Score -1536214 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1536304.000000 Penalty: 4712.937500
	Iteration 30Q: 3 clusters Score -1536304 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1536373.750000 Penalty: 4712.937500
	Iteration 31Q: 3 clusters Score -1536374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1536437.750000 Penalty: 4712.937500
	Iteration 32Q: 3 clusters Score -1536438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1536481.875000 Penalty: 4712.937500
	Iteration 33Q: 3 clusters Score -1536482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1536521.125000 Penalty: 4712.937500
	Iteration 34Q: 3 clusters Score -1536521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1536547.375000 Penalty: 4712.937500
	Iteration 35Q: 3 clusters Score -1536547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1536574.250000 Penalty: 4712.937500
	Iteration 36Q: 3 clusters Score -1536574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1536592.000000 Penalty: 4712.937500
	Iteration 37Q: 3 clusters Score -1536592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1536620.625000 Penalty: 4712.937500
	Iteration 38Q: 3 clusters Score -1536621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1536626.125000 Penalty: 4712.937500
	Iteration 39Q: 3 clusters Score -1536626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1536641.875000 Penalty: 4712.937500
	Iteration 40F: 3 clusters Score -1536642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1536653.125000 Penalty: 4712.937500
	Iteration 41Q: 3 clusters Score -1536653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1536667.125000 Penalty: 4712.937500
	Iteration 42Q: 3 clusters Score -1536667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1536670.250000 Penalty: 4712.937500
	Iteration 43Q: 3 clusters Score -1536670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1536672.000000 Penalty: 4712.937500
	Iteration 44Q: 3 clusters Score -1536672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1536675.500000 Penalty: 4712.937500
	Iteration 45Q: 3 clusters Score -1536676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1536678.125000 Penalty: 4712.937500
	Iteration 46Q: 3 clusters Score -1536678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1536682.875000 Penalty: 4712.937500
	Iteration 47Q: 3 clusters Score -1536683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1536686.875000 Penalty: 4712.937500
	Iteration 48Q: 3 clusters Score -1536687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1536686.875000 Penalty: 4712.937500
	Iteration 49F: 3 clusters Score -1536687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141191 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17889 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4923 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7821 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290656.000000 Penalty: 226831.578125
Iteration 380F: 66 clusters Score -1.392907e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7814 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11632 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5618 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141178 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10424 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 7829 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17867 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13935 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1785 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7818 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291040.000000 Penalty: 226831.578125
Iteration 381Q: 66 clusters Score -1.39291e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 11643 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141107 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10430 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 7976 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8136 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17843 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13938 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4890 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1784 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7819 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291232.000000 Penalty: 226831.578125
Iteration 382Q: 66 clusters Score -1.392912e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7821 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 11658 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 141037 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10430 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8100 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8086 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5979 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17806 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13933 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4884 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1784 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7817 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291216.000000 Penalty: 226831.578125
Iteration 383Q: 66 clusters Score -1.392912e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7821 members 
Mstep: Class 5 contains 5712 members 
Mstep: Class 6 contains 11670 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140976 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10424 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8203 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5982 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17785 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3010 members 
Mstep: Class 56 contains 4880 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1784 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7815 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291472.000000 Penalty: 226831.578125
Iteration 384Q: 66 clusters Score -1.392915e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7822 members 
Mstep: Class 5 contains 5711 members 
Mstep: Class 6 contains 11674 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140945 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10418 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 8004 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5984 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17768 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1784 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7811 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291520.000000 Penalty: 226831.578125
Iteration 385Q: 66 clusters Score -1.392915e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7822 members 
Mstep: Class 5 contains 5716 members 
Mstep: Class 6 contains 11670 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140908 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10408 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7964 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17745 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4871 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1785 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7816 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291536.000000 Penalty: 226831.578125
Iteration 386Q: 66 clusters Score -1.392915e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7823 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11675 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140881 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10406 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8361 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7922 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5984 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17730 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13910 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3016 members 
Mstep: Class 56 contains 4872 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1785 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7820 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291568.000000 Penalty: 226831.578125
Iteration 387Q: 66 clusters Score -1.392916e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7827 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11680 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10119 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140859 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10403 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8385 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7895 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17708 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13912 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3016 members 
Mstep: Class 56 contains 4872 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1785 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7824 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291536.000000 Penalty: 226831.578125
Iteration 388Q: 66 clusters Score -1.392915e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11687 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140849 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10395 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8396 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7874 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5982 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17695 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3017 members 
Mstep: Class 56 contains 4871 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1785 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7828 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291840.000000 Penalty: 226831.578125
Iteration 389Q: 66 clusters Score -1.392918e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 11689 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10112 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140848 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10390 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5982 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17685 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3017 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1785 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7829 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291696.000000 Penalty: 226831.578125
Iteration 390Q: 66 clusters Score -1.392917e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 11691 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10107 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140853 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10387 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8404 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7796 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17676 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13917 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3017 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1785 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7832 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 7997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291664.000000 Penalty: 226831.578125
Iteration 391Q: 66 clusters Score -1.392917e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11695 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140851 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10386 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8406 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7769 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17666 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13915 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3016 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1785 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7836 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291584.000000 Penalty: 226831.578125
Iteration 392Q: 66 clusters Score -1.392916e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7827 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140839 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10386 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8411 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7740 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17657 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13910 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3016 members 
Mstep: Class 56 contains 4871 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7836 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291632.000000 Penalty: 226831.578125
Iteration 393Q: 66 clusters Score -1.392916e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 11707 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140836 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10387 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8417 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7714 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17647 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13909 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3016 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7836 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291728.000000 Penalty: 226831.578125
Iteration 394Q: 66 clusters Score -1.392917e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 11711 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140830 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10388 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8421 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7690 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17638 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13907 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7837 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291792.000000 Penalty: 226831.578125
Iteration 395Q: 66 clusters Score -1.392918e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 11715 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140823 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10387 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7667 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17626 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7839 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291776.000000 Penalty: 226831.578125
Iteration 396Q: 66 clusters Score -1.392918e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 11719 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140812 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10387 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8433 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7641 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17621 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13904 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7839 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291696.000000 Penalty: 226831.578125
Iteration 397Q: 66 clusters Score -1.392917e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11719 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140809 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10387 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7619 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17617 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13902 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7839 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291712.000000 Penalty: 226831.578125
Iteration 398Q: 66 clusters Score -1.392917e+08 nChanged 64
Entering ConstructFrom: 
Score: -139291712.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (108188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Entering Unmasked Estep 
Score: -12171910.000000 Penalty: 2874.723389
	Iteration 0F: 2 clusters Score -1.217191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -12099310.000000 Penalty: 5749.446777
	Iteration 0F: 3 clusters Score -1.209931e+07 nChanged 51306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -12128888.000000 Penalty: 5749.446777
	Iteration 1F: 3 clusters Score -1.212889e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -12129953.000000 Penalty: 5749.446777
	Iteration 2Q: 3 clusters Score -1.212995e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -12131368.000000 Penalty: 5749.446777
	Iteration 3Q: 3 clusters Score -1.213137e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -12133157.000000 Penalty: 5749.446777
	Iteration 4Q: 3 clusters Score -1.213316e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -12135775.000000 Penalty: 5749.446777
	Iteration 5F: 3 clusters Score -1.213578e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -12139588.000000 Penalty: 5749.446777
	Iteration 6F: 3 clusters Score -1.213959e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -12144639.000000 Penalty: 5749.446777
	Iteration 7F: 3 clusters Score -1.214464e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -12150710.000000 Penalty: 5749.446777
	Iteration 8F: 3 clusters Score -1.215071e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -12156304.000000 Penalty: 5749.446777
	Iteration 9F: 3 clusters Score -1.21563e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -12160605.000000 Penalty: 5749.446777
	Iteration 10Q: 3 clusters Score -1.21606e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95546 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -12163408.000000 Penalty: 5749.446777
	Iteration 11Q: 3 clusters Score -1.216341e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -12165158.000000 Penalty: 5749.446777
	Iteration 12Q: 3 clusters Score -1.216516e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -12166397.000000 Penalty: 5749.446777
	Iteration 13Q: 3 clusters Score -1.21664e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101544 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -12167276.000000 Penalty: 5749.446777
	Iteration 14Q: 3 clusters Score -1.216728e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -12168058.000000 Penalty: 5749.446777
	Iteration 15Q: 3 clusters Score -1.216806e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -12168550.000000 Penalty: 5749.446777
	Iteration 16Q: 3 clusters Score -1.216855e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -12168919.000000 Penalty: 5749.446777
	Iteration 17Q: 3 clusters Score -1.216892e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104962 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -12169232.000000 Penalty: 5749.446777
	Iteration 18Q: 3 clusters Score -1.216923e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105369 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -12169447.000000 Penalty: 5749.446777
	Iteration 19Q: 3 clusters Score -1.216945e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12169664.000000 Penalty: 5749.446777
	Iteration 20F: 3 clusters Score -1.216966e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105830 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -12169778.000000 Penalty: 5749.446777
	Iteration 21Q: 3 clusters Score -1.216978e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -12169902.000000 Penalty: 5749.446777
	Iteration 22Q: 3 clusters Score -1.21699e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -12169982.000000 Penalty: 5749.446777
	Iteration 23Q: 3 clusters Score -1.216998e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106166 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -12170041.000000 Penalty: 5749.446777
	Iteration 24Q: 3 clusters Score -1.217004e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106240 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -12170091.000000 Penalty: 5749.446777
	Iteration 25Q: 3 clusters Score -1.217009e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12170150.000000 Penalty: 5749.446777
	Iteration 26Q: 3 clusters Score -1.217015e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12170155.000000 Penalty: 5749.446777
	Iteration 27Q: 3 clusters Score -1.217016e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12170206.000000 Penalty: 5749.446777
	Iteration 28Q: 3 clusters Score -1.217021e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12170226.000000 Penalty: 5749.446777
	Iteration 29Q: 3 clusters Score -1.217023e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106429 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -12170236.000000 Penalty: 5749.446777
	Iteration 30Q: 3 clusters Score -1.217024e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12170248.000000 Penalty: 5749.446777
	Iteration 31Q: 3 clusters Score -1.217025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -12170260.000000 Penalty: 5749.446777
	Iteration 32Q: 3 clusters Score -1.217026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -12170283.000000 Penalty: 5749.446777
	Iteration 33Q: 3 clusters Score -1.217028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -12170290.000000 Penalty: 5749.446777
	Iteration 34Q: 3 clusters Score -1.217029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -12170298.000000 Penalty: 5749.446777
	Iteration 35Q: 3 clusters Score -1.21703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -12170298.000000 Penalty: 5749.446777
	Iteration 36Q: 3 clusters Score -1.21703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106507 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12170315.000000 Penalty: 5749.446777
	Iteration 37Q: 3 clusters Score -1.217032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -12170325.000000 Penalty: 5749.446777
	Iteration 38Q: 3 clusters Score -1.217032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106507 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12170323.000000 Penalty: 5749.446777
	Iteration 39Q: 3 clusters Score -1.217032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12170317.000000 Penalty: 5749.446777
	Iteration 40F: 3 clusters Score -1.217032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12170317.000000 Penalty: 5749.446777
	Iteration 41Q: 3 clusters Score -1.217032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -12170327.000000 Penalty: 5749.446777
	Iteration 42Q: 3 clusters Score -1.217033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106510 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -12170325.000000 Penalty: 5749.446777
	Iteration 43Q: 3 clusters Score -1.217032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -12170326.000000 Penalty: 5749.446777
	Iteration 44Q: 3 clusters Score -1.217033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106519 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -12170334.000000 Penalty: 5749.446777
	Iteration 45Q: 3 clusters Score -1.217033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -12170332.000000 Penalty: 5749.446777
	Iteration 46Q: 3 clusters Score -1.217033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -12170348.000000 Penalty: 5749.446777
	Iteration 47Q: 3 clusters Score -1.217035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106546 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12170346.000000 Penalty: 5749.446777
	Iteration 48Q: 3 clusters Score -1.217035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12170353.000000 Penalty: 5749.446777
	Iteration 49Q: 3 clusters Score -1.217035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12170353.000000 Penalty: 5749.446777
	Iteration 50Q: 3 clusters Score -1.217035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12170342.000000 Penalty: 5749.446777
	Iteration 51Q: 3 clusters Score -1.217034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -12170347.000000 Penalty: 5749.446777
	Iteration 52Q: 3 clusters Score -1.217035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -12170346.000000 Penalty: 5749.446777
	Iteration 53Q: 3 clusters Score -1.217035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106557 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -12170348.000000 Penalty: 5749.446777
	Iteration 54Q: 3 clusters Score -1.217035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -12170348.000000 Penalty: 5749.446777
	Iteration 55Q: 3 clusters Score -1.217035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -12170342.000000 Penalty: 5749.446777
	Iteration 56Q: 3 clusters Score -1.217034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12170344.000000 Penalty: 5749.446777
	Iteration 57Q: 3 clusters Score -1.217034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -12170348.000000 Penalty: 5749.446777
	Iteration 58Q: 3 clusters Score -1.217035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -12170348.000000 Penalty: 5749.446777
	Iteration 59F: 3 clusters Score -1.217035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Entering Unmasked Estep 
Score: -1544178.750000 Penalty: 2369.831543
	Iteration 0F: 2 clusters Score -1544179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1533841.625000 Penalty: 4739.663086
	Iteration 0F: 3 clusters Score -1533842 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1537150.625000 Penalty: 4739.663086
	Iteration 1F: 3 clusters Score -1537151 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1537562.125000 Penalty: 4739.663086
	Iteration 2F: 3 clusters Score -1537562 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1538019.875000 Penalty: 4739.663086
	Iteration 3F: 3 clusters Score -1538020 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1538546.875000 Penalty: 4739.663086
	Iteration 4F: 3 clusters Score -1538547 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1539125.125000 Penalty: 4739.663086
	Iteration 5F: 3 clusters Score -1539125 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1539691.000000 Penalty: 4739.663086
	Iteration 6F: 3 clusters Score -1539691 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1540250.250000 Penalty: 4739.663086
	Iteration 7F: 3 clusters Score -1540250 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1540786.000000 Penalty: 4739.663086
	Iteration 8F: 3 clusters Score -1540786 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1541303.875000 Penalty: 4739.663086
	Iteration 9Q: 3 clusters Score -1541304 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1541695.625000 Penalty: 4739.663086
	Iteration 10Q: 3 clusters Score -1541696 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1542002.500000 Penalty: 4739.663086
	Iteration 11Q: 3 clusters Score -1542002 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1542211.125000 Penalty: 4739.663086
	Iteration 12Q: 3 clusters Score -1542211 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1542391.625000 Penalty: 4739.663086
	Iteration 13Q: 3 clusters Score -1542392 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1542541.125000 Penalty: 4739.663086
	Iteration 14Q: 3 clusters Score -1542541 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1542658.000000 Penalty: 4739.663086
	Iteration 15Q: 3 clusters Score -1542658 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1542728.000000 Penalty: 4739.663086
	Iteration 16Q: 3 clusters Score -1542728 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1542778.250000 Penalty: 4739.663086
	Iteration 17Q: 3 clusters Score -1542778 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1542820.000000 Penalty: 4739.663086
	Iteration 18Q: 3 clusters Score -1542820 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1542849.250000 Penalty: 4739.663086
	Iteration 19Q: 3 clusters Score -1542849 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1542872.000000 Penalty: 4739.663086
	Iteration 20F: 3 clusters Score -1542872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1542888.625000 Penalty: 4739.663086
	Iteration 21Q: 3 clusters Score -1542889 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1542904.625000 Penalty: 4739.663086
	Iteration 22Q: 3 clusters Score -1542905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1542921.375000 Penalty: 4739.663086
	Iteration 23Q: 3 clusters Score -1542921 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1542926.250000 Penalty: 4739.663086
	Iteration 24Q: 3 clusters Score -1542926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1542935.125000 Penalty: 4739.663086
	Iteration 25Q: 3 clusters Score -1542935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1542942.250000 Penalty: 4739.663086
	Iteration 26Q: 3 clusters Score -1542942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1542944.250000 Penalty: 4739.663086
	Iteration 27Q: 3 clusters Score -1542944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1542948.500000 Penalty: 4739.663086
	Iteration 28Q: 3 clusters Score -1542948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1542952.375000 Penalty: 4739.663086
	Iteration 29Q: 3 clusters Score -1542952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1542954.875000 Penalty: 4739.663086
	Iteration 30Q: 3 clusters Score -1542955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1542957.000000 Penalty: 4739.663086
	Iteration 31Q: 3 clusters Score -1542957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1542961.625000 Penalty: 4739.663086
	Iteration 32Q: 3 clusters Score -1542962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1542968.250000 Penalty: 4739.663086
	Iteration 33Q: 3 clusters Score -1542968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1542970.750000 Penalty: 4739.663086
	Iteration 34Q: 3 clusters Score -1542971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1542974.875000 Penalty: 4739.663086
	Iteration 35Q: 3 clusters Score -1542975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1542981.375000 Penalty: 4739.663086
	Iteration 36Q: 3 clusters Score -1542981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1542985.000000 Penalty: 4739.663086
	Iteration 37Q: 3 clusters Score -1542985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1542980.750000 Penalty: 4739.663086
	Iteration 38Q: 3 clusters Score -1542981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1542993.250000 Penalty: 4739.663086
	Iteration 39Q: 3 clusters Score -1542993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1542992.875000 Penalty: 4739.663086
	Iteration 40F: 3 clusters Score -1542993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1542998.750000 Penalty: 4739.663086
	Iteration 41Q: 3 clusters Score -1542999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1543002.750000 Penalty: 4739.663086
	Iteration 42Q: 3 clusters Score -1543003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1543008.000000 Penalty: 4739.663086
	Iteration 43Q: 3 clusters Score -1543008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1543017.000000 Penalty: 4739.663086
	Iteration 44Q: 3 clusters Score -1543017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1543014.000000 Penalty: 4739.663086
	Iteration 45Q: 3 clusters Score -1543014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1543021.500000 Penalty: 4739.663086
	Iteration 46Q: 3 clusters Score -1543022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1543022.125000 Penalty: 4739.663086
	Iteration 47Q: 3 clusters Score -1543022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1543025.875000 Penalty: 4739.663086
	Iteration 48Q: 3 clusters Score -1543026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1543030.250000 Penalty: 4739.663086
	Iteration 49Q: 3 clusters Score -1543030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1543035.750000 Penalty: 4739.663086
	Iteration 50Q: 3 clusters Score -1543036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1543037.750000 Penalty: 4739.663086
	Iteration 51Q: 3 clusters Score -1543038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1543041.375000 Penalty: 4739.663086
	Iteration 52Q: 3 clusters Score -1543041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1543043.625000 Penalty: 4739.663086
	Iteration 53Q: 3 clusters Score -1543044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1543039.125000 Penalty: 4739.663086
	Iteration 54Q: 3 clusters Score -1543039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1543045.000000 Penalty: 4739.663086
	Iteration 55Q: 3 clusters Score -1543045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1543043.375000 Penalty: 4739.663086
	Iteration 56Q: 3 clusters Score -1543043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1543045.125000 Penalty: 4739.663086
	Iteration 57Q: 3 clusters Score -1543045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1543048.125000 Penalty: 4739.663086
	Iteration 58Q: 3 clusters Score -1543048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1543053.000000 Penalty: 4739.663086
	Iteration 59Q: 3 clusters Score -1543053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1543054.125000 Penalty: 4739.663086
	Iteration 60F: 3 clusters Score -1543054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1543053.500000 Penalty: 4739.663086
	Iteration 61Q: 3 clusters Score -1543054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1543055.500000 Penalty: 4739.663086
	Iteration 62Q: 3 clusters Score -1543056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1543055.250000 Penalty: 4739.663086
	Iteration 63Q: 3 clusters Score -1543055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1543053.250000 Penalty: 4739.663086
	Iteration 64Q: 3 clusters Score -1543053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1543060.125000 Penalty: 4739.663086
	Iteration 65Q: 3 clusters Score -1543060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1543062.875000 Penalty: 4739.663086
	Iteration 66Q: 3 clusters Score -1543063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1543061.875000 Penalty: 4739.663086
	Iteration 67Q: 3 clusters Score -1543062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1543065.375000 Penalty: 4739.663086
	Iteration 68Q: 3 clusters Score -1543065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1543063.125000 Penalty: 4739.663086
	Iteration 69Q: 3 clusters Score -1543063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1543066.875000 Penalty: 4739.663086
	Iteration 70Q: 3 clusters Score -1543067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1543069.000000 Penalty: 4739.663086
	Iteration 71Q: 3 clusters Score -1543069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1543070.000000 Penalty: 4739.663086
	Iteration 72Q: 3 clusters Score -1543070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1543071.750000 Penalty: 4739.663086
	Iteration 73Q: 3 clusters Score -1543072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1543072.250000 Penalty: 4739.663086
	Iteration 74Q: 3 clusters Score -1543072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1543073.375000 Penalty: 4739.663086
	Iteration 75Q: 3 clusters Score -1543073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1543073.500000 Penalty: 4739.663086
	Iteration 76Q: 3 clusters Score -1543074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1543074.125000 Penalty: 4739.663086
	Iteration 77Q: 3 clusters Score -1543074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1543071.000000 Penalty: 4739.663086
	Iteration 78Q: 3 clusters Score -1543071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1543075.875000 Penalty: 4739.663086
	Iteration 79Q: 3 clusters Score -1543076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1543076.250000 Penalty: 4739.663086
	Iteration 80F: 3 clusters Score -1543076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1543077.625000 Penalty: 4739.663086
	Iteration 81Q: 3 clusters Score -1543078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1543077.875000 Penalty: 4739.663086
	Iteration 82Q: 3 clusters Score -1543078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1543077.375000 Penalty: 4739.663086
	Iteration 83Q: 3 clusters Score -1543077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1543078.500000 Penalty: 4739.663086
	Iteration 84Q: 3 clusters Score -1543078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1543077.625000 Penalty: 4739.663086
	Iteration 85Q: 3 clusters Score -1543078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1543078.375000 Penalty: 4739.663086
	Iteration 86Q: 3 clusters Score -1543078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1543078.375000 Penalty: 4739.663086
	Iteration 87F: 3 clusters Score -1543078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Entering Unmasked Estep 
Score: -5935295.500000 Penalty: 2693.165283
	Iteration 0F: 2 clusters Score -5935296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -5900186.500000 Penalty: 5386.330566
	Iteration 0F: 3 clusters Score -5900186 nChanged 24123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -5913623.500000 Penalty: 5386.330566
	Iteration 1F: 3 clusters Score -5913624 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5914305.000000 Penalty: 5386.330566
	Iteration 2Q: 3 clusters Score -5914305 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -5915123.500000 Penalty: 5386.330566
	Iteration 3Q: 3 clusters Score -5915124 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5916166.500000 Penalty: 5386.330566
	Iteration 4Q: 3 clusters Score -5916166 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -5917719.000000 Penalty: 5386.330566
	Iteration 5F: 3 clusters Score -5917719 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -5920066.000000 Penalty: 5386.330566
	Iteration 6F: 3 clusters Score -5920066 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -5923133.500000 Penalty: 5386.330566
	Iteration 7F: 3 clusters Score -5923134 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -5926439.000000 Penalty: 5386.330566
	Iteration 8F: 3 clusters Score -5926439 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -5929128.500000 Penalty: 5386.330566
	Iteration 9F: 3 clusters Score -5929128 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5930953.000000 Penalty: 5386.330566
	Iteration 10Q: 3 clusters Score -5930953 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5931890.500000 Penalty: 5386.330566
	Iteration 11Q: 3 clusters Score -5931890 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5932328.000000 Penalty: 5386.330566
	Iteration 12Q: 3 clusters Score -5932328 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5932568.500000 Penalty: 5386.330566
	Iteration 13Q: 3 clusters Score -5932568 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5932704.000000 Penalty: 5386.330566
	Iteration 14Q: 3 clusters Score -5932704 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5932791.000000 Penalty: 5386.330566
	Iteration 15Q: 3 clusters Score -5932791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5932854.500000 Penalty: 5386.330566
	Iteration 16Q: 3 clusters Score -5932854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5932890.500000 Penalty: 5386.330566
	Iteration 17Q: 3 clusters Score -5932890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5932918.500000 Penalty: 5386.330566
	Iteration 18Q: 3 clusters Score -5932918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5932946.500000 Penalty: 5386.330566
	Iteration 19Q: 3 clusters Score -5932946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5932970.500000 Penalty: 5386.330566
	Iteration 20F: 3 clusters Score -5932970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5932977.000000 Penalty: 5386.330566
	Iteration 21Q: 3 clusters Score -5932977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5932990.500000 Penalty: 5386.330566
	Iteration 22Q: 3 clusters Score -5932990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5932996.500000 Penalty: 5386.330566
	Iteration 23Q: 3 clusters Score -5932996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5933010.000000 Penalty: 5386.330566
	Iteration 24Q: 3 clusters Score -5933010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5933020.500000 Penalty: 5386.330566
	Iteration 25Q: 3 clusters Score -5933020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5933022.000000 Penalty: 5386.330566
	Iteration 26Q: 3 clusters Score -5933022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5933022.000000 Penalty: 5386.330566
	Iteration 27Q: 3 clusters Score -5933022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5933027.500000 Penalty: 5386.330566
	Iteration 28Q: 3 clusters Score -5933028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5933025.500000 Penalty: 5386.330566
	Iteration 29Q: 3 clusters Score -5933026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5933027.000000 Penalty: 5386.330566
	Iteration 30Q: 3 clusters Score -5933027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5933032.000000 Penalty: 5386.330566
	Iteration 31Q: 3 clusters Score -5933032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5933033.500000 Penalty: 5386.330566
	Iteration 32Q: 3 clusters Score -5933034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5933035.000000 Penalty: 5386.330566
	Iteration 33Q: 3 clusters Score -5933035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5933038.000000 Penalty: 5386.330566
	Iteration 34Q: 3 clusters Score -5933038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5933038.000000 Penalty: 5386.330566
	Iteration 35F: 3 clusters Score -5933038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -817555.000000 Penalty: 2223.339600
	Iteration 0F: 2 clusters Score -817555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -811255.750000 Penalty: 4446.679199
	Iteration 0F: 3 clusters Score -811255.8 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -812988.500000 Penalty: 4446.679199
	Iteration 1F: 3 clusters Score -812988.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -813271.250000 Penalty: 4446.679199
	Iteration 2F: 3 clusters Score -813271.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -813547.750000 Penalty: 4446.679199
	Iteration 3F: 3 clusters Score -813547.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -813848.750000 Penalty: 4446.679199
	Iteration 4Q: 3 clusters Score -813848.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -814186.062500 Penalty: 4446.679199
	Iteration 5F: 3 clusters Score -814186.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -814515.625000 Penalty: 4446.679199
	Iteration 6F: 3 clusters Score -814515.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -814799.687500 Penalty: 4446.679199
	Iteration 7F: 3 clusters Score -814799.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -815053.750000 Penalty: 4446.679199
	Iteration 8F: 3 clusters Score -815053.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -815280.500000 Penalty: 4446.679199
	Iteration 9Q: 3 clusters Score -815280.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -815464.250000 Penalty: 4446.679199
	Iteration 10Q: 3 clusters Score -815464.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -815593.250000 Penalty: 4446.679199
	Iteration 11Q: 3 clusters Score -815593.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -815697.312500 Penalty: 4446.679199
	Iteration 12Q: 3 clusters Score -815697.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -815777.750000 Penalty: 4446.679199
	Iteration 13Q: 3 clusters Score -815777.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -815857.312500 Penalty: 4446.679199
	Iteration 14Q: 3 clusters Score -815857.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -815938.375000 Penalty: 4446.679199
	Iteration 15Q: 3 clusters Score -815938.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -816019.312500 Penalty: 4446.679199
	Iteration 16Q: 3 clusters Score -816019.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -816088.812500 Penalty: 4446.679199
	Iteration 17Q: 3 clusters Score -816088.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -816148.437500 Penalty: 4446.679199
	Iteration 18Q: 3 clusters Score -816148.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -816196.000000 Penalty: 4446.679199
	Iteration 19Q: 3 clusters Score -816196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -816241.812500 Penalty: 4446.679199
	Iteration 20F: 3 clusters Score -816241.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -816270.250000 Penalty: 4446.679199
	Iteration 21Q: 3 clusters Score -816270.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -816293.625000 Penalty: 4446.679199
	Iteration 22Q: 3 clusters Score -816293.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -816306.875000 Penalty: 4446.679199
	Iteration 23Q: 3 clusters Score -816306.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -816321.312500 Penalty: 4446.679199
	Iteration 24Q: 3 clusters Score -816321.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -816324.312500 Penalty: 4446.679199
	Iteration 25Q: 3 clusters Score -816324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -816325.562500 Penalty: 4446.679199
	Iteration 26Q: 3 clusters Score -816325.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -816329.625000 Penalty: 4446.679199
	Iteration 27Q: 3 clusters Score -816329.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -816335.312500 Penalty: 4446.679199
	Iteration 28Q: 3 clusters Score -816335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -816338.375000 Penalty: 4446.679199
	Iteration 29Q: 3 clusters Score -816338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -816340.500000 Penalty: 4446.679199
	Iteration 30Q: 3 clusters Score -816340.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -816341.375000 Penalty: 4446.679199
	Iteration 31Q: 3 clusters Score -816341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -816344.437500 Penalty: 4446.679199
	Iteration 32Q: 3 clusters Score -816344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -816344.437500 Penalty: 4446.679199
	Iteration 33Q: 3 clusters Score -816344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -816344.437500 Penalty: 4446.679199
	Iteration 34F: 3 clusters Score -816344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -584600.812500 Penalty: 2147.097412
	Iteration 0F: 2 clusters Score -584600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -579564.375000 Penalty: 4294.194824
	Iteration 0F: 3 clusters Score -579564.4 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -581083.437500 Penalty: 4294.194824
	Iteration 1F: 3 clusters Score -581083.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -581540.312500 Penalty: 4294.194824
	Iteration 2F: 3 clusters Score -581540.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -581874.250000 Penalty: 4294.194824
	Iteration 3F: 3 clusters Score -581874.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -582141.062500 Penalty: 4294.194824
	Iteration 4F: 3 clusters Score -582141.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -582391.187500 Penalty: 4294.194824
	Iteration 5F: 3 clusters Score -582391.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -582580.625000 Penalty: 4294.194824
	Iteration 6Q: 3 clusters Score -582580.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -582731.312500 Penalty: 4294.194824
	Iteration 7Q: 3 clusters Score -582731.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -582852.250000 Penalty: 4294.194824
	Iteration 8Q: 3 clusters Score -582852.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -582954.062500 Penalty: 4294.194824
	Iteration 9Q: 3 clusters Score -582954.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -583025.125000 Penalty: 4294.194824
	Iteration 10Q: 3 clusters Score -583025.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -583064.875000 Penalty: 4294.194824
	Iteration 11Q: 3 clusters Score -583064.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -583094.562500 Penalty: 4294.194824
	Iteration 12Q: 3 clusters Score -583094.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -583114.187500 Penalty: 4294.194824
	Iteration 13Q: 3 clusters Score -583114.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -583125.312500 Penalty: 4294.194824
	Iteration 14Q: 3 clusters Score -583125.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -583139.125000 Penalty: 4294.194824
	Iteration 15Q: 3 clusters Score -583139.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -583156.187500 Penalty: 4294.194824
	Iteration 16Q: 3 clusters Score -583156.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -583171.562500 Penalty: 4294.194824
	Iteration 17Q: 3 clusters Score -583171.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -583189.062500 Penalty: 4294.194824
	Iteration 18Q: 3 clusters Score -583189.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -583206.875000 Penalty: 4294.194824
	Iteration 19Q: 3 clusters Score -583206.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -583225.125000 Penalty: 4294.194824
	Iteration 20F: 3 clusters Score -583225.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -583243.250000 Penalty: 4294.194824
	Iteration 21Q: 3 clusters Score -583243.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -583260.562500 Penalty: 4294.194824
	Iteration 22Q: 3 clusters Score -583260.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -583279.750000 Penalty: 4294.194824
	Iteration 23Q: 3 clusters Score -583279.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -583292.562500 Penalty: 4294.194824
	Iteration 24Q: 3 clusters Score -583292.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -583309.625000 Penalty: 4294.194824
	Iteration 25Q: 3 clusters Score -583309.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -583319.125000 Penalty: 4294.194824
	Iteration 26Q: 3 clusters Score -583319.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -583323.750000 Penalty: 4294.194824
	Iteration 27Q: 3 clusters Score -583323.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -583335.312500 Penalty: 4294.194824
	Iteration 28Q: 3 clusters Score -583335.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -583342.375000 Penalty: 4294.194824
	Iteration 29Q: 3 clusters Score -583342.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -583357.750000 Penalty: 4294.194824
	Iteration 30Q: 3 clusters Score -583357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -583382.187500 Penalty: 4294.194824
	Iteration 31Q: 3 clusters Score -583382.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -583403.437500 Penalty: 4294.194824
	Iteration 32Q: 3 clusters Score -583403.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -583425.312500 Penalty: 4294.194824
	Iteration 33Q: 3 clusters Score -583425.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -583452.625000 Penalty: 4294.194824
	Iteration 34Q: 3 clusters Score -583452.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -583479.625000 Penalty: 4294.194824
	Iteration 35Q: 3 clusters Score -583479.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -583498.687500 Penalty: 4294.194824
	Iteration 36Q: 3 clusters Score -583498.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -583508.812500 Penalty: 4294.194824
	Iteration 37Q: 3 clusters Score -583508.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -583517.125000 Penalty: 4294.194824
	Iteration 38Q: 3 clusters Score -583517.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -583526.250000 Penalty: 4294.194824
	Iteration 39Q: 3 clusters Score -583526.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -583531.625000 Penalty: 4294.194824
	Iteration 40F: 3 clusters Score -583531.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -583535.500000 Penalty: 4294.194824
	Iteration 41Q: 3 clusters Score -583535.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -583540.187500 Penalty: 4294.194824
	Iteration 42Q: 3 clusters Score -583540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -583542.375000 Penalty: 4294.194824
	Iteration 43Q: 3 clusters Score -583542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -583544.125000 Penalty: 4294.194824
	Iteration 44Q: 3 clusters Score -583544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -583548.062500 Penalty: 4294.194824
	Iteration 45Q: 3 clusters Score -583548.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -583549.062500 Penalty: 4294.194824
	Iteration 46Q: 3 clusters Score -583549.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -583551.687500 Penalty: 4294.194824
	Iteration 47Q: 3 clusters Score -583551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -583552.625000 Penalty: 4294.194824
	Iteration 48Q: 3 clusters Score -583552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -583554.062500 Penalty: 4294.194824
	Iteration 49Q: 3 clusters Score -583554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -583554.687500 Penalty: 4294.194824
	Iteration 50Q: 3 clusters Score -583554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -583555.625000 Penalty: 4294.194824
	Iteration 51Q: 3 clusters Score -583555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -583555.875000 Penalty: 4294.194824
	Iteration 52Q: 3 clusters Score -583555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -583556.187500 Penalty: 4294.194824
	Iteration 53Q: 3 clusters Score -583556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -583557.250000 Penalty: 4294.194824
	Iteration 54Q: 3 clusters Score -583557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -583558.750000 Penalty: 4294.194824
	Iteration 55Q: 3 clusters Score -583558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -583558.750000 Penalty: 4294.194824
	Iteration 56F: 3 clusters Score -583558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Entering Unmasked Estep 
Score: -1244123.375000 Penalty: 2323.482422
	Iteration 0F: 2 clusters Score -1244123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1235221.125000 Penalty: 4646.964844
	Iteration 0F: 3 clusters Score -1235221 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1237901.875000 Penalty: 4646.964844
	Iteration 1F: 3 clusters Score -1237902 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1238279.250000 Penalty: 4646.964844
	Iteration 2F: 3 clusters Score -1238279 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1238568.000000 Penalty: 4646.964844
	Iteration 3F: 3 clusters Score -1238568 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1238803.000000 Penalty: 4646.964844
	Iteration 4Q: 3 clusters Score -1238803 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1239007.000000 Penalty: 4646.964844
	Iteration 5Q: 3 clusters Score -1239007 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1239179.625000 Penalty: 4646.964844
	Iteration 6Q: 3 clusters Score -1239180 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1239363.250000 Penalty: 4646.964844
	Iteration 7Q: 3 clusters Score -1239363 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1239560.250000 Penalty: 4646.964844
	Iteration 8Q: 3 clusters Score -1239560 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1239771.250000 Penalty: 4646.964844
	Iteration 9Q: 3 clusters Score -1239771 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1239967.250000 Penalty: 4646.964844
	Iteration 10Q: 3 clusters Score -1239967 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1240180.625000 Penalty: 4646.964844
	Iteration 11Q: 3 clusters Score -1240181 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1240428.250000 Penalty: 4646.964844
	Iteration 12Q: 3 clusters Score -1240428 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1240671.750000 Penalty: 4646.964844
	Iteration 13Q: 3 clusters Score -1240672 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1240890.000000 Penalty: 4646.964844
	Iteration 14Q: 3 clusters Score -1240890 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1241102.875000 Penalty: 4646.964844
	Iteration 15Q: 3 clusters Score -1241103 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1241297.500000 Penalty: 4646.964844
	Iteration 16Q: 3 clusters Score -1241298 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1241453.125000 Penalty: 4646.964844
	Iteration 17Q: 3 clusters Score -1241453 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1241598.750000 Penalty: 4646.964844
	Iteration 18Q: 3 clusters Score -1241599 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1241738.125000 Penalty: 4646.964844
	Iteration 19Q: 3 clusters Score -1241738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1241826.375000 Penalty: 4646.964844
	Iteration 20F: 3 clusters Score -1241826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1241891.125000 Penalty: 4646.964844
	Iteration 21Q: 3 clusters Score -1241891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1241942.250000 Penalty: 4646.964844
	Iteration 22Q: 3 clusters Score -1241942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1241985.625000 Penalty: 4646.964844
	Iteration 23Q: 3 clusters Score -1241986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1242022.125000 Penalty: 4646.964844
	Iteration 24Q: 3 clusters Score -1242022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1242046.125000 Penalty: 4646.964844
	Iteration 25Q: 3 clusters Score -1242046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1242062.125000 Penalty: 4646.964844
	Iteration 26Q: 3 clusters Score -1242062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1242075.125000 Penalty: 4646.964844
	Iteration 27Q: 3 clusters Score -1242075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1242088.125000 Penalty: 4646.964844
	Iteration 28Q: 3 clusters Score -1242088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1242104.375000 Penalty: 4646.964844
	Iteration 29Q: 3 clusters Score -1242104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1242111.875000 Penalty: 4646.964844
	Iteration 30Q: 3 clusters Score -1242112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1242121.500000 Penalty: 4646.964844
	Iteration 31Q: 3 clusters Score -1242122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1242129.750000 Penalty: 4646.964844
	Iteration 32Q: 3 clusters Score -1242130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1242136.375000 Penalty: 4646.964844
	Iteration 33Q: 3 clusters Score -1242136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1242142.000000 Penalty: 4646.964844
	Iteration 34Q: 3 clusters Score -1242142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1242146.875000 Penalty: 4646.964844
	Iteration 35Q: 3 clusters Score -1242147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1242148.375000 Penalty: 4646.964844
	Iteration 36Q: 3 clusters Score -1242148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1242152.375000 Penalty: 4646.964844
	Iteration 37Q: 3 clusters Score -1242152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1242155.625000 Penalty: 4646.964844
	Iteration 38Q: 3 clusters Score -1242156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1242156.125000 Penalty: 4646.964844
	Iteration 39Q: 3 clusters Score -1242156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1242161.500000 Penalty: 4646.964844
	Iteration 40F: 3 clusters Score -1242162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1242165.250000 Penalty: 4646.964844
	Iteration 41Q: 3 clusters Score -1242165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1242164.750000 Penalty: 4646.964844
	Iteration 42Q: 3 clusters Score -1242165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1242164.875000 Penalty: 4646.964844
	Iteration 43Q: 3 clusters Score -1242165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1242169.875000 Penalty: 4646.964844
	Iteration 44Q: 3 clusters Score -1242170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1242175.750000 Penalty: 4646.964844
	Iteration 45Q: 3 clusters Score -1242176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1242182.125000 Penalty: 4646.964844
	Iteration 46Q: 3 clusters Score -1242182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1242189.000000 Penalty: 4646.964844
	Iteration 47Q: 3 clusters Score -1242189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1242191.750000 Penalty: 4646.964844
	Iteration 48Q: 3 clusters Score -1242192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1242199.875000 Penalty: 4646.964844
	Iteration 49Q: 3 clusters Score -1242200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1242212.250000 Penalty: 4646.964844
	Iteration 50Q: 3 clusters Score -1242212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1242216.625000 Penalty: 4646.964844
	Iteration 51Q: 3 clusters Score -1242217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1242216.375000 Penalty: 4646.964844
	Iteration 52Q: 3 clusters Score -1242216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1242219.500000 Penalty: 4646.964844
	Iteration 53Q: 3 clusters Score -1242220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1242219.875000 Penalty: 4646.964844
	Iteration 54Q: 3 clusters Score -1242220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1242220.875000 Penalty: 4646.964844
	Iteration 55Q: 3 clusters Score -1242221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1242220.875000 Penalty: 4646.964844
	Iteration 56F: 3 clusters Score -1242221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Entering Unmasked Estep 
Score: -14535037.000000 Penalty: 2918.273926
	Iteration 0F: 2 clusters Score -1.453504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -14448774.000000 Penalty: 5836.547852
	Iteration 0F: 3 clusters Score -1.444877e+07 nChanged 61376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -14483742.000000 Penalty: 5836.547852
	Iteration 1F: 3 clusters Score -1.448374e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -14484847.000000 Penalty: 5836.547852
	Iteration 2Q: 3 clusters Score -1.448485e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -14486136.000000 Penalty: 5836.547852
	Iteration 3Q: 3 clusters Score -1.448614e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -14487285.000000 Penalty: 5836.547852
	Iteration 4Q: 3 clusters Score -1.448728e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -14488699.000000 Penalty: 5836.547852
	Iteration 5Q: 3 clusters Score -1.44887e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -14490181.000000 Penalty: 5836.547852
	Iteration 6Q: 3 clusters Score -1.449018e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -14491845.000000 Penalty: 5836.547852
	Iteration 7Q: 3 clusters Score -1.449184e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -14493791.000000 Penalty: 5836.547852
	Iteration 8Q: 3 clusters Score -1.449379e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -14496142.000000 Penalty: 5836.547852
	Iteration 9Q: 3 clusters Score -1.449614e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -14499263.000000 Penalty: 5836.547852
	Iteration 10Q: 3 clusters Score -1.449926e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -14502782.000000 Penalty: 5836.547852
	Iteration 11Q: 3 clusters Score -1.450278e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -14506222.000000 Penalty: 5836.547852
	Iteration 12Q: 3 clusters Score -1.450622e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -14508616.000000 Penalty: 5836.547852
	Iteration 13Q: 3 clusters Score -1.450862e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -14509737.000000 Penalty: 5836.547852
	Iteration 14Q: 3 clusters Score -1.450974e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -14510150.000000 Penalty: 5836.547852
	Iteration 15Q: 3 clusters Score -1.451015e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -14510357.000000 Penalty: 5836.547852
	Iteration 16Q: 3 clusters Score -1.451036e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -14510529.000000 Penalty: 5836.547852
	Iteration 17Q: 3 clusters Score -1.451053e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -14510701.000000 Penalty: 5836.547852
	Iteration 18Q: 3 clusters Score -1.45107e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -14510874.000000 Penalty: 5836.547852
	Iteration 19Q: 3 clusters Score -1.451087e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -14511002.000000 Penalty: 5836.547852
	Iteration 20F: 3 clusters Score -1.4511e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -14511130.000000 Penalty: 5836.547852
	Iteration 21Q: 3 clusters Score -1.451113e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -14511325.000000 Penalty: 5836.547852
	Iteration 22Q: 3 clusters Score -1.451132e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -14511480.000000 Penalty: 5836.547852
	Iteration 23Q: 3 clusters Score -1.451148e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -14511729.000000 Penalty: 5836.547852
	Iteration 24Q: 3 clusters Score -1.451173e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -14512006.000000 Penalty: 5836.547852
	Iteration 25Q: 3 clusters Score -1.451201e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 86851 members 
Entering Unmasked Estep 
Score: -14512294.000000 Penalty: 5836.547852
	Iteration 26Q: 3 clusters Score -1.451229e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -14512834.000000 Penalty: 5836.547852
	Iteration 27Q: 3 clusters Score -1.451283e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
Score: -14513379.000000 Penalty: 5836.547852
	Iteration 28Q: 3 clusters Score -1.451338e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 92737 members 
Entering Unmasked Estep 
Score: -14513844.000000 Penalty: 5836.547852
	Iteration 29Q: 3 clusters Score -1.451384e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -14514459.000000 Penalty: 5836.547852
	Iteration 30Q: 3 clusters Score -1.451446e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -14515227.000000 Penalty: 5836.547852
	Iteration 31Q: 3 clusters Score -1.451523e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 100061 members 
Entering Unmasked Estep 
Score: -14516193.000000 Penalty: 5836.547852
	Iteration 32Q: 3 clusters Score -1.451619e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -14517356.000000 Penalty: 5836.547852
	Iteration 33Q: 3 clusters Score -1.451736e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -14518638.000000 Penalty: 5836.547852
	Iteration 34Q: 3 clusters Score -1.451864e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -14520044.000000 Penalty: 5836.547852
	Iteration 35Q: 3 clusters Score -1.452004e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -14521621.000000 Penalty: 5836.547852
	Iteration 36Q: 3 clusters Score -1.452162e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -14523139.000000 Penalty: 5836.547852
	Iteration 37Q: 3 clusters Score -1.452314e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 117233 members 
Entering Unmasked Estep 
Score: -14524828.000000 Penalty: 5836.547852
	Iteration 38Q: 3 clusters Score -1.452483e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 119825 members 
Entering Unmasked Estep 
Score: -14526619.000000 Penalty: 5836.547852
	Iteration 39Q: 3 clusters Score -1.452662e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 122105 members 
Entering Unmasked Estep 
Score: -14528196.000000 Penalty: 5836.547852
	Iteration 40F: 3 clusters Score -1.45282e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 124047 members 
Entering Unmasked Estep 
Score: -14529539.000000 Penalty: 5836.547852
	Iteration 41Q: 3 clusters Score -1.452954e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 125476 members 
Entering Unmasked Estep 
Score: -14530594.000000 Penalty: 5836.547852
	Iteration 42Q: 3 clusters Score -1.453059e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -14531408.000000 Penalty: 5836.547852
	Iteration 43Q: 3 clusters Score -1.453141e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 127081 members 
Entering Unmasked Estep 
Score: -14531867.000000 Penalty: 5836.547852
	Iteration 44Q: 3 clusters Score -1.453187e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 127450 members 
Entering Unmasked Estep 
Score: -14532093.000000 Penalty: 5836.547852
	Iteration 45Q: 3 clusters Score -1.453209e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -14532229.000000 Penalty: 5836.547852
	Iteration 46Q: 3 clusters Score -1.453223e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -14532377.000000 Penalty: 5836.547852
	Iteration 47Q: 3 clusters Score -1.453238e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 127917 members 
Entering Unmasked Estep 
Score: -14532447.000000 Penalty: 5836.547852
	Iteration 48Q: 3 clusters Score -1.453245e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 127984 members 
Entering Unmasked Estep 
Score: -14532492.000000 Penalty: 5836.547852
	Iteration 49Q: 3 clusters Score -1.453249e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -14532551.000000 Penalty: 5836.547852
	Iteration 50Q: 3 clusters Score -1.453255e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 128066 members 
Entering Unmasked Estep 
Score: -14532595.000000 Penalty: 5836.547852
	Iteration 51Q: 3 clusters Score -1.45326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 128087 members 
Entering Unmasked Estep 
Score: -14532606.000000 Penalty: 5836.547852
	Iteration 52Q: 3 clusters Score -1.453261e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 128107 members 
Entering Unmasked Estep 
Score: -14532634.000000 Penalty: 5836.547852
	Iteration 53Q: 3 clusters Score -1.453263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 128126 members 
Entering Unmasked Estep 
Score: -14532652.000000 Penalty: 5836.547852
	Iteration 54Q: 3 clusters Score -1.453265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 128141 members 
Entering Unmasked Estep 
Score: -14532680.000000 Penalty: 5836.547852
	Iteration 55Q: 3 clusters Score -1.453268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -14532724.000000 Penalty: 5836.547852
	Iteration 56Q: 3 clusters Score -1.453272e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 128162 members 
Entering Unmasked Estep 
Score: -14532771.000000 Penalty: 5836.547852
	Iteration 57Q: 3 clusters Score -1.453277e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -14532783.000000 Penalty: 5836.547852
	Iteration 58Q: 3 clusters Score -1.453278e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 128194 members 
Entering Unmasked Estep 
Score: -14532806.000000 Penalty: 5836.547852
	Iteration 59Q: 3 clusters Score -1.453281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 128202 members 
Entering Unmasked Estep 
Score: -14532826.000000 Penalty: 5836.547852
	Iteration 60F: 3 clusters Score -1.453283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 128200 members 
Entering Unmasked Estep 
Score: -14532833.000000 Penalty: 5836.547852
	Iteration 61Q: 3 clusters Score -1.453283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 128199 members 
Entering Unmasked Estep 
Score: -14532861.000000 Penalty: 5836.547852
	Iteration 62Q: 3 clusters Score -1.453286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 128194 members 
Entering Unmasked Estep 
Score: -14532864.000000 Penalty: 5836.547852
	Iteration 63Q: 3 clusters Score -1.453286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 128191 members 
Entering Unmasked Estep 
Score: -14532862.000000 Penalty: 5836.547852
	Iteration 64Q: 3 clusters Score -1.453286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -14532869.000000 Penalty: 5836.547852
	Iteration 65Q: 3 clusters Score -1.453287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 128183 members 
Entering Unmasked Estep 
Score: -14532870.000000 Penalty: 5836.547852
	Iteration 66Q: 3 clusters Score -1.453287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -14532870.000000 Penalty: 5836.547852
	Iteration 67Q: 3 clusters Score -1.453287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -14532855.000000 Penalty: 5836.547852
	Iteration 68Q: 3 clusters Score -1.453286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 128181 members 
Entering Unmasked Estep 
Score: -14532852.000000 Penalty: 5836.547852
	Iteration 69Q: 3 clusters Score -1.453285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 128180 members 
Entering Unmasked Estep 
Score: -14532850.000000 Penalty: 5836.547852
	Iteration 70Q: 3 clusters Score -1.453285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 128180 members 
Entering Unmasked Estep 
Score: -14532850.000000 Penalty: 5836.547852
	Iteration 71F: 3 clusters Score -1.453285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213199 members 
Entering Unmasked Estep 
Score: -24473578.000000 Penalty: 3042.955322
	Iteration 0F: 2 clusters Score -2.447358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -24351388.000000 Penalty: 6085.910645
	Iteration 0F: 3 clusters Score -2.435139e+07 nChanged 102522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111185 members 
Mstep: Class 2 contains 102014 members 
Entering Unmasked Estep 
Score: -24411966.000000 Penalty: 6085.910645
	Iteration 1F: 3 clusters Score -2.441197e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113939 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -24413274.000000 Penalty: 6085.910645
	Iteration 2Q: 3 clusters Score -2.441327e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -24415140.000000 Penalty: 6085.910645
	Iteration 3Q: 3 clusters Score -2.441514e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125001 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -24418448.000000 Penalty: 6085.910645
	Iteration 4Q: 3 clusters Score -2.441845e+07 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134722 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -24423880.000000 Penalty: 6085.910645
	Iteration 5Q: 3 clusters Score -2.442388e+07 nChanged 13804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147946 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -24433422.000000 Penalty: 6085.910645
	Iteration 6F: 3 clusters Score -2.443342e+07 nChanged 15977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163535 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -24445304.000000 Penalty: 6085.910645
	Iteration 7F: 3 clusters Score -2.44453e+07 nChanged 14455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177462 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -24453944.000000 Penalty: 6085.910645
	Iteration 8F: 3 clusters Score -2.445394e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187246 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -24459254.000000 Penalty: 6085.910645
	Iteration 9F: 3 clusters Score -2.445925e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193494 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -24462162.000000 Penalty: 6085.910645
	Iteration 10Q: 3 clusters Score -2.446216e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197509 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -24463916.000000 Penalty: 6085.910645
	Iteration 11Q: 3 clusters Score -2.446392e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200350 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -24464892.000000 Penalty: 6085.910645
	Iteration 12Q: 3 clusters Score -2.446489e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202639 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -24465688.000000 Penalty: 6085.910645
	Iteration 13Q: 3 clusters Score -2.446569e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204549 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -24466398.000000 Penalty: 6085.910645
	Iteration 14Q: 3 clusters Score -2.44664e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206119 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -24467064.000000 Penalty: 6085.910645
	Iteration 15Q: 3 clusters Score -2.446706e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207386 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -24467712.000000 Penalty: 6085.910645
	Iteration 16Q: 3 clusters Score -2.446771e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208459 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -24468266.000000 Penalty: 6085.910645
	Iteration 17Q: 3 clusters Score -2.446827e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209387 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -24468872.000000 Penalty: 6085.910645
	Iteration 18Q: 3 clusters Score -2.446887e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210157 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -24469236.000000 Penalty: 6085.910645
	Iteration 19Q: 3 clusters Score -2.446924e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210760 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -24469584.000000 Penalty: 6085.910645
	Iteration 20F: 3 clusters Score -2.446958e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211250 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -24469856.000000 Penalty: 6085.910645
	Iteration 21Q: 3 clusters Score -2.446986e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211631 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -24470114.000000 Penalty: 6085.910645
	Iteration 22Q: 3 clusters Score -2.447011e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211881 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -24470296.000000 Penalty: 6085.910645
	Iteration 23Q: 3 clusters Score -2.44703e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212076 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -24470440.000000 Penalty: 6085.910645
	Iteration 24Q: 3 clusters Score -2.447044e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212209 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -24470546.000000 Penalty: 6085.910645
	Iteration 25Q: 3 clusters Score -2.447055e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212312 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -24470630.000000 Penalty: 6085.910645
	Iteration 26Q: 3 clusters Score -2.447063e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212386 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -24470674.000000 Penalty: 6085.910645
	Iteration 27Q: 3 clusters Score -2.447067e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212446 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -24470746.000000 Penalty: 6085.910645
	Iteration 28Q: 3 clusters Score -2.447075e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212482 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -24470770.000000 Penalty: 6085.910645
	Iteration 29Q: 3 clusters Score -2.447077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212505 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -24470774.000000 Penalty: 6085.910645
	Iteration 30Q: 3 clusters Score -2.447077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212517 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -24470812.000000 Penalty: 6085.910645
	Iteration 31Q: 3 clusters Score -2.447081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212535 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -24470790.000000 Penalty: 6085.910645
	Iteration 32Q: 3 clusters Score -2.447079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212548 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -24470824.000000 Penalty: 6085.910645
	Iteration 33Q: 3 clusters Score -2.447082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212560 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -24470834.000000 Penalty: 6085.910645
	Iteration 34Q: 3 clusters Score -2.447083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212579 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -24470832.000000 Penalty: 6085.910645
	Iteration 35Q: 3 clusters Score -2.447083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212587 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -24470842.000000 Penalty: 6085.910645
	Iteration 36Q: 3 clusters Score -2.447084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212600 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -24470834.000000 Penalty: 6085.910645
	Iteration 37Q: 3 clusters Score -2.447083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212611 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -24470856.000000 Penalty: 6085.910645
	Iteration 38Q: 3 clusters Score -2.447086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212618 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -24470868.000000 Penalty: 6085.910645
	Iteration 39Q: 3 clusters Score -2.447087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212621 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -24470866.000000 Penalty: 6085.910645
	Iteration 40F: 3 clusters Score -2.447087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 361 members 
Entering Unmasked Estep 
Score: -73521.046875 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73521.05 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73773.539062 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73773.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73856.398438 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -73856.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73897.289062 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73897.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73910.226562 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73910.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73915.390625 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73915.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73915.812500 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73915.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73915.812500 Penalty: 3267.424805
	Iteration 7F: 3 clusters Score -73915.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -1191639.625000 Penalty: 2301.406738
	Iteration 0F: 2 clusters Score -1191640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1183566.250000 Penalty: 4602.813477
	Iteration 0F: 3 clusters Score -1183566 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1185933.750000 Penalty: 4602.813477
	Iteration 1F: 3 clusters Score -1185934 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1186310.875000 Penalty: 4602.813477
	Iteration 2F: 3 clusters Score -1186311 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1186632.125000 Penalty: 4602.813477
	Iteration 3F: 3 clusters Score -1186632 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1186914.500000 Penalty: 4602.813477
	Iteration 4Q: 3 clusters Score -1186914 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1187197.500000 Penalty: 4602.813477
	Iteration 5Q: 3 clusters Score -1187198 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1187459.000000 Penalty: 4602.813477
	Iteration 6Q: 3 clusters Score -1187459 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1187732.875000 Penalty: 4602.813477
	Iteration 7Q: 3 clusters Score -1187733 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1188053.125000 Penalty: 4602.813477
	Iteration 8Q: 3 clusters Score -1188053 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1188377.500000 Penalty: 4602.813477
	Iteration 9Q: 3 clusters Score -1188378 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1188683.375000 Penalty: 4602.813477
	Iteration 10Q: 3 clusters Score -1188683 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1188949.000000 Penalty: 4602.813477
	Iteration 11Q: 3 clusters Score -1188949 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1189224.500000 Penalty: 4602.813477
	Iteration 12Q: 3 clusters Score -1189224 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1189440.625000 Penalty: 4602.813477
	Iteration 13Q: 3 clusters Score -1189441 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1189604.125000 Penalty: 4602.813477
	Iteration 14Q: 3 clusters Score -1189604 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1189743.375000 Penalty: 4602.813477
	Iteration 15Q: 3 clusters Score -1189743 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1189864.250000 Penalty: 4602.813477
	Iteration 16Q: 3 clusters Score -1189864 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1189970.375000 Penalty: 4602.813477
	Iteration 17Q: 3 clusters Score -1189970 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1190057.625000 Penalty: 4602.813477
	Iteration 18Q: 3 clusters Score -1190058 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1190117.750000 Penalty: 4602.813477
	Iteration 19Q: 3 clusters Score -1190118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1190150.250000 Penalty: 4602.813477
	Iteration 20F: 3 clusters Score -1190150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1190180.000000 Penalty: 4602.813477
	Iteration 21Q: 3 clusters Score -1190180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1190195.125000 Penalty: 4602.813477
	Iteration 22Q: 3 clusters Score -1190195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1190208.375000 Penalty: 4602.813477
	Iteration 23Q: 3 clusters Score -1190208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1190216.250000 Penalty: 4602.813477
	Iteration 24Q: 3 clusters Score -1190216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1190225.750000 Penalty: 4602.813477
	Iteration 25Q: 3 clusters Score -1190226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1190230.125000 Penalty: 4602.813477
	Iteration 26Q: 3 clusters Score -1190230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1190235.625000 Penalty: 4602.813477
	Iteration 27Q: 3 clusters Score -1190236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1190241.750000 Penalty: 4602.813477
	Iteration 28Q: 3 clusters Score -1190242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1190244.250000 Penalty: 4602.813477
	Iteration 29Q: 3 clusters Score -1190244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1190251.500000 Penalty: 4602.813477
	Iteration 30Q: 3 clusters Score -1190252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1190261.500000 Penalty: 4602.813477
	Iteration 31Q: 3 clusters Score -1190262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1190268.000000 Penalty: 4602.813477
	Iteration 32Q: 3 clusters Score -1190268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1190275.125000 Penalty: 4602.813477
	Iteration 33Q: 3 clusters Score -1190275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1190285.125000 Penalty: 4602.813477
	Iteration 34Q: 3 clusters Score -1190285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1190294.875000 Penalty: 4602.813477
	Iteration 35Q: 3 clusters Score -1190295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1190307.750000 Penalty: 4602.813477
	Iteration 36Q: 3 clusters Score -1190308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1190320.375000 Penalty: 4602.813477
	Iteration 37Q: 3 clusters Score -1190320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1190325.500000 Penalty: 4602.813477
	Iteration 38Q: 3 clusters Score -1190326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1190329.750000 Penalty: 4602.813477
	Iteration 39Q: 3 clusters Score -1190330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1190333.500000 Penalty: 4602.813477
	Iteration 40F: 3 clusters Score -1190334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1190336.375000 Penalty: 4602.813477
	Iteration 41Q: 3 clusters Score -1190336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1190340.000000 Penalty: 4602.813477
	Iteration 42Q: 3 clusters Score -1190340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1190345.500000 Penalty: 4602.813477
	Iteration 43Q: 3 clusters Score -1190346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1190346.375000 Penalty: 4602.813477
	Iteration 44Q: 3 clusters Score -1190346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1190352.125000 Penalty: 4602.813477
	Iteration 45Q: 3 clusters Score -1190352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1190354.000000 Penalty: 4602.813477
	Iteration 46Q: 3 clusters Score -1190354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1190355.125000 Penalty: 4602.813477
	Iteration 47Q: 3 clusters Score -1190355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1190356.750000 Penalty: 4602.813477
	Iteration 48Q: 3 clusters Score -1190357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1190354.125000 Penalty: 4602.813477
	Iteration 49Q: 3 clusters Score -1190354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1190354.000000 Penalty: 4602.813477
	Iteration 50Q: 3 clusters Score -1190354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1190356.875000 Penalty: 4602.813477
	Iteration 51Q: 3 clusters Score -1190357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1190355.750000 Penalty: 4602.813477
	Iteration 52Q: 3 clusters Score -1190356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1190358.375000 Penalty: 4602.813477
	Iteration 53Q: 3 clusters Score -1190358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1190358.500000 Penalty: 4602.813477
	Iteration 54Q: 3 clusters Score -1190358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1190361.625000 Penalty: 4602.813477
	Iteration 55Q: 3 clusters Score -1190362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1190360.000000 Penalty: 4602.813477
	Iteration 56Q: 3 clusters Score -1190360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1190361.125000 Penalty: 4602.813477
	Iteration 57Q: 3 clusters Score -1190361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1190361.125000 Penalty: 4602.813477
	Iteration 58Q: 3 clusters Score -1190361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1190361.125000 Penalty: 4602.813477
	Iteration 59F: 3 clusters Score -1190361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Entering Unmasked Estep 
Score: -1057052.000000 Penalty: 2286.656494
	Iteration 0F: 2 clusters Score -1057052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1049372.250000 Penalty: 4573.312988
	Iteration 0F: 3 clusters Score -1049372 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1051686.875000 Penalty: 4573.312988
	Iteration 1F: 3 clusters Score -1051687 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1052142.875000 Penalty: 4573.312988
	Iteration 2F: 3 clusters Score -1052143 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1052537.375000 Penalty: 4573.312988
	Iteration 3F: 3 clusters Score -1052537 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1052929.500000 Penalty: 4573.312988
	Iteration 4F: 3 clusters Score -1052930 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1053278.125000 Penalty: 4573.312988
	Iteration 5Q: 3 clusters Score -1053278 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1053569.875000 Penalty: 4573.312988
	Iteration 6Q: 3 clusters Score -1053570 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1053858.375000 Penalty: 4573.312988
	Iteration 7Q: 3 clusters Score -1053858 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1054120.250000 Penalty: 4573.312988
	Iteration 8Q: 3 clusters Score -1054120 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1054348.375000 Penalty: 4573.312988
	Iteration 9Q: 3 clusters Score -1054348 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1054591.125000 Penalty: 4573.312988
	Iteration 10Q: 3 clusters Score -1054591 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1054861.875000 Penalty: 4573.312988
	Iteration 11Q: 3 clusters Score -1054862 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1055149.250000 Penalty: 4573.312988
	Iteration 12Q: 3 clusters Score -1055149 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1055437.500000 Penalty: 4573.312988
	Iteration 13Q: 3 clusters Score -1055438 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1055687.000000 Penalty: 4573.312988
	Iteration 14Q: 3 clusters Score -1055687 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1055952.625000 Penalty: 4573.312988
	Iteration 15Q: 3 clusters Score -1055953 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1056233.250000 Penalty: 4573.312988
	Iteration 16Q: 3 clusters Score -1056233 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1056526.625000 Penalty: 4573.312988
	Iteration 17Q: 3 clusters Score -1056527 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1056775.250000 Penalty: 4573.312988
	Iteration 18Q: 3 clusters Score -1056775 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1056944.750000 Penalty: 4573.312988
	Iteration 19Q: 3 clusters Score -1056945 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1057057.875000 Penalty: 4573.312988
	Iteration 20F: 3 clusters Score -1057058 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1057159.375000 Penalty: 4573.312988
	Iteration 21Q: 3 clusters Score -1057159 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1057232.250000 Penalty: 4573.312988
	Iteration 22Q: 3 clusters Score -1057232 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1057303.875000 Penalty: 4573.312988
	Iteration 23Q: 3 clusters Score -1057304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1057363.875000 Penalty: 4573.312988
	Iteration 24Q: 3 clusters Score -1057364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1057420.500000 Penalty: 4573.312988
	Iteration 25Q: 3 clusters Score -1057420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1057480.625000 Penalty: 4573.312988
	Iteration 26Q: 3 clusters Score -1057481 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1057524.875000 Penalty: 4573.312988
	Iteration 27Q: 3 clusters Score -1057525 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1057574.250000 Penalty: 4573.312988
	Iteration 28Q: 3 clusters Score -1057574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1057610.750000 Penalty: 4573.312988
	Iteration 29Q: 3 clusters Score -1057611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1057632.250000 Penalty: 4573.312988
	Iteration 30Q: 3 clusters Score -1057632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1057641.625000 Penalty: 4573.312988
	Iteration 31Q: 3 clusters Score -1057642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1057647.375000 Penalty: 4573.312988
	Iteration 32Q: 3 clusters Score -1057647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1057647.000000 Penalty: 4573.312988
	Iteration 33Q: 3 clusters Score -1057647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1057648.500000 Penalty: 4573.312988
	Iteration 34Q: 3 clusters Score -1057648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1057648.875000 Penalty: 4573.312988
	Iteration 35Q: 3 clusters Score -1057649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1057652.500000 Penalty: 4573.312988
	Iteration 36Q: 3 clusters Score -1057652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1057653.000000 Penalty: 4573.312988
	Iteration 37Q: 3 clusters Score -1057653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1057654.375000 Penalty: 4573.312988
	Iteration 38Q: 3 clusters Score -1057654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1057657.875000 Penalty: 4573.312988
	Iteration 39Q: 3 clusters Score -1057658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1057663.000000 Penalty: 4573.312988
	Iteration 40F: 3 clusters Score -1057663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1057664.000000 Penalty: 4573.312988
	Iteration 41Q: 3 clusters Score -1057664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1057663.125000 Penalty: 4573.312988
	Iteration 42Q: 3 clusters Score -1057663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1057663.500000 Penalty: 4573.312988
	Iteration 43Q: 3 clusters Score -1057664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1057662.125000 Penalty: 4573.312988
	Iteration 44Q: 3 clusters Score -1057662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1057662.125000 Penalty: 4573.312988
	Iteration 45F: 3 clusters Score -1057662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 5829 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140795 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17613 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7840 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8261 members 
Mstep: Class 66 contains 4272 members 
Entering Unmasked Estep 
Score: -139291216.000000 Penalty: 230321.296875
Splitting cluster 11 changes total score from -139291712.000000 to -139291216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -1506302.625000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -1506303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1496332.125000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -1496332 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1500011.375000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -1500011 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1500869.500000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -1500870 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1501776.125000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -1501776 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1502557.375000 Penalty: 4722.879395
	Iteration 4F: 3 clusters Score -1502557 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1503139.250000 Penalty: 4722.879395
	Iteration 5F: 3 clusters Score -1503139 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1503534.375000 Penalty: 4722.879395
	Iteration 6Q: 3 clusters Score -1503534 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1503852.750000 Penalty: 4722.879395
	Iteration 7Q: 3 clusters Score -1503853 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1504071.875000 Penalty: 4722.879395
	Iteration 8Q: 3 clusters Score -1504072 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1504225.250000 Penalty: 4722.879395
	Iteration 9Q: 3 clusters Score -1504225 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1504354.750000 Penalty: 4722.879395
	Iteration 10Q: 3 clusters Score -1504355 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1504471.500000 Penalty: 4722.879395
	Iteration 11Q: 3 clusters Score -1504472 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1504561.750000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -1504562 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1504644.625000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -1504645 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1504733.125000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -1504733 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1504793.500000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -1504794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1504834.250000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -1504834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1504856.625000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -1504857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1504882.375000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -1504882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1504919.375000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -1504919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1504946.125000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -1504946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1504973.750000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -1504974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1504995.875000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -1504996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1505013.500000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -1505014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1505033.500000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -1505034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1505052.250000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -1505052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1505061.250000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -1505061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1505069.625000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -1505070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1505078.625000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -1505079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1505083.125000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -1505083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1505088.250000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -1505088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1505093.125000 Penalty: 4722.879395
	Iteration 31Q: 3 clusters Score -1505093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1505101.375000 Penalty: 4722.879395
	Iteration 32Q: 3 clusters Score -1505101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1505110.750000 Penalty: 4722.879395
	Iteration 33Q: 3 clusters Score -1505111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1505115.750000 Penalty: 4722.879395
	Iteration 34Q: 3 clusters Score -1505116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1505117.250000 Penalty: 4722.879395
	Iteration 35Q: 3 clusters Score -1505117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1505127.375000 Penalty: 4722.879395
	Iteration 36Q: 3 clusters Score -1505127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1505139.750000 Penalty: 4722.879395
	Iteration 37Q: 3 clusters Score -1505140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1505149.500000 Penalty: 4722.879395
	Iteration 38Q: 3 clusters Score -1505150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1505153.500000 Penalty: 4722.879395
	Iteration 39Q: 3 clusters Score -1505154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1505160.000000 Penalty: 4722.879395
	Iteration 40F: 3 clusters Score -1505160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1505163.625000 Penalty: 4722.879395
	Iteration 41Q: 3 clusters Score -1505164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1505171.875000 Penalty: 4722.879395
	Iteration 42Q: 3 clusters Score -1505172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1505175.125000 Penalty: 4722.879395
	Iteration 43Q: 3 clusters Score -1505175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1505179.000000 Penalty: 4722.879395
	Iteration 44Q: 3 clusters Score -1505179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1505181.500000 Penalty: 4722.879395
	Iteration 45Q: 3 clusters Score -1505182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1505192.500000 Penalty: 4722.879395
	Iteration 46Q: 3 clusters Score -1505192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1505190.000000 Penalty: 4722.879395
	Iteration 47Q: 3 clusters Score -1505190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1505193.000000 Penalty: 4722.879395
	Iteration 48Q: 3 clusters Score -1505193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1505200.625000 Penalty: 4722.879395
	Iteration 49Q: 3 clusters Score -1505201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1505199.625000 Penalty: 4722.879395
	Iteration 50Q: 3 clusters Score -1505200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1505201.500000 Penalty: 4722.879395
	Iteration 51Q: 3 clusters Score -1505202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1505201.500000 Penalty: 4722.879395
	Iteration 52Q: 3 clusters Score -1505202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1505202.250000 Penalty: 4722.879395
	Iteration 53Q: 3 clusters Score -1505202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1505200.125000 Penalty: 4722.879395
	Iteration 54Q: 3 clusters Score -1505200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1505200.000000 Penalty: 4722.879395
	Iteration 55Q: 3 clusters Score -1505200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1505201.625000 Penalty: 4722.879395
	Iteration 56Q: 3 clusters Score -1505202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1505202.500000 Penalty: 4722.879395
	Iteration 57Q: 3 clusters Score -1505202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1505205.375000 Penalty: 4722.879395
	Iteration 58Q: 3 clusters Score -1505205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1505206.875000 Penalty: 4722.879395
	Iteration 59Q: 3 clusters Score -1505207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1505206.875000 Penalty: 4722.879395
	Iteration 60F: 3 clusters Score -1505207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -396603.906250 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -396603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -392953.531250 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -392953.5 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -393957.906250 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -393957.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -394513.531250 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -394513.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -395234.843750 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -395234.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -395798.812500 Penalty: 4071.546875
	Iteration 4F: 3 clusters Score -395798.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396123.750000 Penalty: 4071.546875
	Iteration 5F: 3 clusters Score -396123.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -396319.750000 Penalty: 4071.546875
	Iteration 6F: 3 clusters Score -396319.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -396439.312500 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -396439.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -396491.312500 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -396491.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -396521.343750 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -396521.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -396532.531250 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -396532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -396538.312500 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -396538.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -396541.187500 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -396541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -396543.375000 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -396543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -396544.031250 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -396544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -396544.781250 Penalty: 4071.546875
	Iteration 15Q: 3 clusters Score -396544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -396545.718750 Penalty: 4071.546875
	Iteration 16Q: 3 clusters Score -396545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -396545.718750 Penalty: 4071.546875
	Iteration 17F: 3 clusters Score -396545.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Entering Unmasked Estep 
Score: -5189310.000000 Penalty: 2662.032471
	Iteration 0F: 2 clusters Score -5189310 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 22939 members 
Entering Unmasked Estep 
Score: -5158473.500000 Penalty: 5324.064941
	Iteration 0F: 3 clusters Score -5158474 nChanged 21108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5169984.500000 Penalty: 5324.064941
	Iteration 1F: 3 clusters Score -5169984 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5170721.000000 Penalty: 5324.064941
	Iteration 2Q: 3 clusters Score -5170721 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5171738.500000 Penalty: 5324.064941
	Iteration 3Q: 3 clusters Score -5171738 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5173130.500000 Penalty: 5324.064941
	Iteration 4F: 3 clusters Score -5173130 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -5174892.000000 Penalty: 5324.064941
	Iteration 5F: 3 clusters Score -5174892 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -5176890.000000 Penalty: 5324.064941
	Iteration 6F: 3 clusters Score -5176890 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -5178783.500000 Penalty: 5324.064941
	Iteration 7F: 3 clusters Score -5178784 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5180536.000000 Penalty: 5324.064941
	Iteration 8F: 3 clusters Score -5180536 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -5181817.500000 Penalty: 5324.064941
	Iteration 9F: 3 clusters Score -5181818 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -5182658.500000 Penalty: 5324.064941
	Iteration 10Q: 3 clusters Score -5182658 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -5183227.000000 Penalty: 5324.064941
	Iteration 11Q: 3 clusters Score -5183227 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -5183661.500000 Penalty: 5324.064941
	Iteration 12Q: 3 clusters Score -5183662 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5183996.000000 Penalty: 5324.064941
	Iteration 13Q: 3 clusters Score -5183996 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -5184221.000000 Penalty: 5324.064941
	Iteration 14Q: 3 clusters Score -5184221 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5184437.500000 Penalty: 5324.064941
	Iteration 15Q: 3 clusters Score -5184438 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -5184632.000000 Penalty: 5324.064941
	Iteration 16Q: 3 clusters Score -5184632 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -5184874.000000 Penalty: 5324.064941
	Iteration 17Q: 3 clusters Score -5184874 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -5185090.000000 Penalty: 5324.064941
	Iteration 18Q: 3 clusters Score -5185090 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -5185304.500000 Penalty: 5324.064941
	Iteration 19Q: 3 clusters Score -5185304 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -5185524.500000 Penalty: 5324.064941
	Iteration 20F: 3 clusters Score -5185524 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -5185739.000000 Penalty: 5324.064941
	Iteration 21Q: 3 clusters Score -5185739 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -5185969.500000 Penalty: 5324.064941
	Iteration 22Q: 3 clusters Score -5185970 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -5186150.000000 Penalty: 5324.064941
	Iteration 23Q: 3 clusters Score -5186150 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -5186339.000000 Penalty: 5324.064941
	Iteration 24Q: 3 clusters Score -5186339 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -5186533.500000 Penalty: 5324.064941
	Iteration 25Q: 3 clusters Score -5186534 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -5186689.000000 Penalty: 5324.064941
	Iteration 26Q: 3 clusters Score -5186689 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -5186847.000000 Penalty: 5324.064941
	Iteration 27Q: 3 clusters Score -5186847 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -5186957.500000 Penalty: 5324.064941
	Iteration 28Q: 3 clusters Score -5186958 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -5187056.500000 Penalty: 5324.064941
	Iteration 29Q: 3 clusters Score -5187056 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -5187135.000000 Penalty: 5324.064941
	Iteration 30Q: 3 clusters Score -5187135 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -5187221.500000 Penalty: 5324.064941
	Iteration 31Q: 3 clusters Score -5187222 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -5187283.500000 Penalty: 5324.064941
	Iteration 32Q: 3 clusters Score -5187284 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5187370.500000 Penalty: 5324.064941
	Iteration 33Q: 3 clusters Score -5187370 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -5187441.000000 Penalty: 5324.064941
	Iteration 34Q: 3 clusters Score -5187441 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5187506.000000 Penalty: 5324.064941
	Iteration 35Q: 3 clusters Score -5187506 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -5187525.500000 Penalty: 5324.064941
	Iteration 36Q: 3 clusters Score -5187526 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5187577.000000 Penalty: 5324.064941
	Iteration 37Q: 3 clusters Score -5187577 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5187624.000000 Penalty: 5324.064941
	Iteration 38Q: 3 clusters Score -5187624 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -5187662.500000 Penalty: 5324.064941
	Iteration 39Q: 3 clusters Score -5187662 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -5187692.000000 Penalty: 5324.064941
	Iteration 40F: 3 clusters Score -5187692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5187707.000000 Penalty: 5324.064941
	Iteration 41Q: 3 clusters Score -5187707 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -5187727.000000 Penalty: 5324.064941
	Iteration 42Q: 3 clusters Score -5187727 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -5187766.500000 Penalty: 5324.064941
	Iteration 43Q: 3 clusters Score -5187766 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -5187790.500000 Penalty: 5324.064941
	Iteration 44Q: 3 clusters Score -5187790 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -5187802.500000 Penalty: 5324.064941
	Iteration 45Q: 3 clusters Score -5187802 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5187807.500000 Penalty: 5324.064941
	Iteration 46Q: 3 clusters Score -5187808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -5187812.500000 Penalty: 5324.064941
	Iteration 47Q: 3 clusters Score -5187812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5187829.000000 Penalty: 5324.064941
	Iteration 48Q: 3 clusters Score -5187829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -5187840.000000 Penalty: 5324.064941
	Iteration 49Q: 3 clusters Score -5187840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5187860.500000 Penalty: 5324.064941
	Iteration 50Q: 3 clusters Score -5187860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5187857.000000 Penalty: 5324.064941
	Iteration 51Q: 3 clusters Score -5187857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5187875.500000 Penalty: 5324.064941
	Iteration 52Q: 3 clusters Score -5187876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -5187892.000000 Penalty: 5324.064941
	Iteration 53Q: 3 clusters Score -5187892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -5187900.500000 Penalty: 5324.064941
	Iteration 54Q: 3 clusters Score -5187900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5187892.000000 Penalty: 5324.064941
	Iteration 55Q: 3 clusters Score -5187892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -5187893.500000 Penalty: 5324.064941
	Iteration 56Q: 3 clusters Score -5187894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -5187898.000000 Penalty: 5324.064941
	Iteration 57Q: 3 clusters Score -5187898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5187903.500000 Penalty: 5324.064941
	Iteration 58Q: 3 clusters Score -5187904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -5187909.000000 Penalty: 5324.064941
	Iteration 59Q: 3 clusters Score -5187909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -5187917.000000 Penalty: 5324.064941
	Iteration 60F: 3 clusters Score -5187917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -5187906.000000 Penalty: 5324.064941
	Iteration 61Q: 3 clusters Score -5187906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -5187907.500000 Penalty: 5324.064941
	Iteration 62Q: 3 clusters Score -5187908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5187908.500000 Penalty: 5324.064941
	Iteration 63Q: 3 clusters Score -5187908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -5187921.000000 Penalty: 5324.064941
	Iteration 64Q: 3 clusters Score -5187921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5187930.000000 Penalty: 5324.064941
	Iteration 65Q: 3 clusters Score -5187930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -5187935.500000 Penalty: 5324.064941
	Iteration 66Q: 3 clusters Score -5187936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -5187945.000000 Penalty: 5324.064941
	Iteration 67Q: 3 clusters Score -5187945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5187945.500000 Penalty: 5324.064941
	Iteration 68Q: 3 clusters Score -5187946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5187944.500000 Penalty: 5324.064941
	Iteration 69Q: 3 clusters Score -5187944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5187950.500000 Penalty: 5324.064941
	Iteration 70Q: 3 clusters Score -5187950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5187961.500000 Penalty: 5324.064941
	Iteration 71Q: 3 clusters Score -5187962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5187967.500000 Penalty: 5324.064941
	Iteration 72Q: 3 clusters Score -5187968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -5187973.000000 Penalty: 5324.064941
	Iteration 73Q: 3 clusters Score -5187973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5187967.000000 Penalty: 5324.064941
	Iteration 74Q: 3 clusters Score -5187967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5187972.000000 Penalty: 5324.064941
	Iteration 75Q: 3 clusters Score -5187972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -5187972.000000 Penalty: 5324.064941
	Iteration 76Q: 3 clusters Score -5187972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -5187959.000000 Penalty: 5324.064941
	Iteration 77Q: 3 clusters Score -5187959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5187972.000000 Penalty: 5324.064941
	Iteration 78Q: 3 clusters Score -5187972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5187966.000000 Penalty: 5324.064941
	Iteration 79Q: 3 clusters Score -5187966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -5187972.000000 Penalty: 5324.064941
	Iteration 80F: 3 clusters Score -5187972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5187963.000000 Penalty: 5324.064941
	Iteration 81Q: 3 clusters Score -5187963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -5187968.000000 Penalty: 5324.064941
	Iteration 82Q: 3 clusters Score -5187968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5187969.500000 Penalty: 5324.064941
	Iteration 83Q: 3 clusters Score -5187970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5187965.500000 Penalty: 5324.064941
	Iteration 84Q: 3 clusters Score -5187966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -5187961.500000 Penalty: 5324.064941
	Iteration 85Q: 3 clusters Score -5187962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -5187960.500000 Penalty: 5324.064941
	Iteration 86Q: 3 clusters Score -5187960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5187961.000000 Penalty: 5324.064941
	Iteration 87Q: 3 clusters Score -5187961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -5187962.500000 Penalty: 5324.064941
	Iteration 88Q: 3 clusters Score -5187962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5187961.500000 Penalty: 5324.064941
	Iteration 89Q: 3 clusters Score -5187962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5187962.000000 Penalty: 5324.064941
	Iteration 90Q: 3 clusters Score -5187962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -5187961.000000 Penalty: 5324.064941
	Iteration 91Q: 3 clusters Score -5187961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5187971.500000 Penalty: 5324.064941
	Iteration 92Q: 3 clusters Score -5187972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5187972.500000 Penalty: 5324.064941
	Iteration 93Q: 3 clusters Score -5187972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5187978.500000 Penalty: 5324.064941
	Iteration 94Q: 3 clusters Score -5187978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5187972.500000 Penalty: 5324.064941
	Iteration 95Q: 3 clusters Score -5187972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5187974.500000 Penalty: 5324.064941
	Iteration 96Q: 3 clusters Score -5187974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5187981.500000 Penalty: 5324.064941
	Iteration 97Q: 3 clusters Score -5187982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5187976.500000 Penalty: 5324.064941
	Iteration 98Q: 3 clusters Score -5187976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5187972.500000 Penalty: 5324.064941
	Iteration 99Q: 3 clusters Score -5187972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -5187967.500000 Penalty: 5324.064941
	Iteration 100F: 3 clusters Score -5187968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5187976.000000 Penalty: 5324.064941
	Iteration 101Q: 3 clusters Score -5187976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -5187981.000000 Penalty: 5324.064941
	Iteration 102Q: 3 clusters Score -5187981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -5187977.000000 Penalty: 5324.064941
	Iteration 103Q: 3 clusters Score -5187977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -5187976.000000 Penalty: 5324.064941
	Iteration 104Q: 3 clusters Score -5187976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5187978.500000 Penalty: 5324.064941
	Iteration 105Q: 3 clusters Score -5187978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -5187979.000000 Penalty: 5324.064941
	Iteration 106Q: 3 clusters Score -5187979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -5187982.500000 Penalty: 5324.064941
	Iteration 107Q: 3 clusters Score -5187982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5187982.500000 Penalty: 5324.064941
	Iteration 108Q: 3 clusters Score -5187982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -5187988.000000 Penalty: 5324.064941
	Iteration 109Q: 3 clusters Score -5187988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5187991.000000 Penalty: 5324.064941
	Iteration 110Q: 3 clusters Score -5187991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -5187988.000000 Penalty: 5324.064941
	Iteration 111Q: 3 clusters Score -5187988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5187991.500000 Penalty: 5324.064941
	Iteration 112Q: 3 clusters Score -5187992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -5187992.000000 Penalty: 5324.064941
	Iteration 113Q: 3 clusters Score -5187992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -5187992.000000 Penalty: 5324.064941
	Iteration 114F: 3 clusters Score -5187992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -1515601.500000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -1515602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1505308.000000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -1505308 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1509023.250000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -1509023 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1509806.000000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -1509806 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1510544.500000 Penalty: 4740.925293
	Iteration 3F: 3 clusters Score -1510544 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1511246.375000 Penalty: 4740.925293
	Iteration 4F: 3 clusters Score -1511246 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1511898.875000 Penalty: 4740.925293
	Iteration 5F: 3 clusters Score -1511899 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1512449.500000 Penalty: 4740.925293
	Iteration 6F: 3 clusters Score -1512450 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1512897.250000 Penalty: 4740.925293
	Iteration 7Q: 3 clusters Score -1512897 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1513270.625000 Penalty: 4740.925293
	Iteration 8Q: 3 clusters Score -1513271 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1513613.875000 Penalty: 4740.925293
	Iteration 9Q: 3 clusters Score -1513614 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1513916.250000 Penalty: 4740.925293
	Iteration 10Q: 3 clusters Score -1513916 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1514134.625000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -1514135 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1514296.500000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -1514296 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1514420.250000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -1514420 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1514491.875000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -1514492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1514526.250000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -1514526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1514563.500000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -1514564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1514580.875000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -1514581 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1514593.625000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -1514594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1514606.625000 Penalty: 4740.925293
	Iteration 19Q: 3 clusters Score -1514607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1514618.250000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -1514618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1514629.250000 Penalty: 4740.925293
	Iteration 21Q: 3 clusters Score -1514629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1514642.875000 Penalty: 4740.925293
	Iteration 22Q: 3 clusters Score -1514643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1514645.625000 Penalty: 4740.925293
	Iteration 23Q: 3 clusters Score -1514646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1514655.125000 Penalty: 4740.925293
	Iteration 24Q: 3 clusters Score -1514655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1514659.125000 Penalty: 4740.925293
	Iteration 25Q: 3 clusters Score -1514659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1514664.750000 Penalty: 4740.925293
	Iteration 26Q: 3 clusters Score -1514665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1514666.125000 Penalty: 4740.925293
	Iteration 27Q: 3 clusters Score -1514666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1514669.375000 Penalty: 4740.925293
	Iteration 28Q: 3 clusters Score -1514669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1514672.500000 Penalty: 4740.925293
	Iteration 29Q: 3 clusters Score -1514672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1514670.375000 Penalty: 4740.925293
	Iteration 30Q: 3 clusters Score -1514670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1514675.625000 Penalty: 4740.925293
	Iteration 31Q: 3 clusters Score -1514676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1514677.250000 Penalty: 4740.925293
	Iteration 32Q: 3 clusters Score -1514677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1514677.125000 Penalty: 4740.925293
	Iteration 33Q: 3 clusters Score -1514677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1514676.375000 Penalty: 4740.925293
	Iteration 34Q: 3 clusters Score -1514676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1514678.000000 Penalty: 4740.925293
	Iteration 35Q: 3 clusters Score -1514678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1514681.500000 Penalty: 4740.925293
	Iteration 36Q: 3 clusters Score -1514682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1514680.500000 Penalty: 4740.925293
	Iteration 37Q: 3 clusters Score -1514680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1514683.125000 Penalty: 4740.925293
	Iteration 38Q: 3 clusters Score -1514683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1514684.500000 Penalty: 4740.925293
	Iteration 39Q: 3 clusters Score -1514684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1514685.750000 Penalty: 4740.925293
	Iteration 40F: 3 clusters Score -1514686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1514688.375000 Penalty: 4740.925293
	Iteration 41Q: 3 clusters Score -1514688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1514686.625000 Penalty: 4740.925293
	Iteration 42Q: 3 clusters Score -1514687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1514686.125000 Penalty: 4740.925293
	Iteration 43Q: 3 clusters Score -1514686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1514688.750000 Penalty: 4740.925293
	Iteration 44Q: 3 clusters Score -1514689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1514691.000000 Penalty: 4740.925293
	Iteration 45Q: 3 clusters Score -1514691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1514693.125000 Penalty: 4740.925293
	Iteration 46Q: 3 clusters Score -1514693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1514695.375000 Penalty: 4740.925293
	Iteration 47Q: 3 clusters Score -1514695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1514695.500000 Penalty: 4740.925293
	Iteration 48Q: 3 clusters Score -1514696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1514694.625000 Penalty: 4740.925293
	Iteration 49Q: 3 clusters Score -1514695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1514694.625000 Penalty: 4740.925293
	Iteration 50Q: 3 clusters Score -1514695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1514694.000000 Penalty: 4740.925293
	Iteration 51Q: 3 clusters Score -1514694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1514698.500000 Penalty: 4740.925293
	Iteration 52Q: 3 clusters Score -1514698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1514700.250000 Penalty: 4740.925293
	Iteration 53Q: 3 clusters Score -1514700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1514700.750000 Penalty: 4740.925293
	Iteration 54Q: 3 clusters Score -1514701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1514702.000000 Penalty: 4740.925293
	Iteration 55Q: 3 clusters Score -1514702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1514704.250000 Penalty: 4740.925293
	Iteration 56Q: 3 clusters Score -1514704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1514704.875000 Penalty: 4740.925293
	Iteration 57Q: 3 clusters Score -1514705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1514703.250000 Penalty: 4740.925293
	Iteration 58Q: 3 clusters Score -1514703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1514701.500000 Penalty: 4740.925293
	Iteration 59Q: 3 clusters Score -1514702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1514702.875000 Penalty: 4740.925293
	Iteration 60F: 3 clusters Score -1514703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1514706.125000 Penalty: 4740.925293
	Iteration 61Q: 3 clusters Score -1514706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1514708.625000 Penalty: 4740.925293
	Iteration 62Q: 3 clusters Score -1514709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1514711.875000 Penalty: 4740.925293
	Iteration 63Q: 3 clusters Score -1514712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1514714.500000 Penalty: 4740.925293
	Iteration 64Q: 3 clusters Score -1514714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1514711.000000 Penalty: 4740.925293
	Iteration 65Q: 3 clusters Score -1514711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1514711.375000 Penalty: 4740.925293
	Iteration 66Q: 3 clusters Score -1514711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1514712.750000 Penalty: 4740.925293
	Iteration 67Q: 3 clusters Score -1514713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1514712.125000 Penalty: 4740.925293
	Iteration 68Q: 3 clusters Score -1514712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1514712.375000 Penalty: 4740.925293
	Iteration 69Q: 3 clusters Score -1514712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1514712.625000 Penalty: 4740.925293
	Iteration 70Q: 3 clusters Score -1514713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1514712.500000 Penalty: 4740.925293
	Iteration 71Q: 3 clusters Score -1514712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1514713.125000 Penalty: 4740.925293
	Iteration 72Q: 3 clusters Score -1514713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1514711.875000 Penalty: 4740.925293
	Iteration 73Q: 3 clusters Score -1514712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1514711.875000 Penalty: 4740.925293
	Iteration 74F: 3 clusters Score -1514712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -557079.000000 Penalty: 2140.059326
	Iteration 0F: 2 clusters Score -557079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -552249.187500 Penalty: 4280.118652
	Iteration 0F: 3 clusters Score -552249.2 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -553676.000000 Penalty: 4280.118652
	Iteration 1F: 3 clusters Score -553676 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -554081.312500 Penalty: 4280.118652
	Iteration 2F: 3 clusters Score -554081.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -554395.812500 Penalty: 4280.118652
	Iteration 3F: 3 clusters Score -554395.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -554646.000000 Penalty: 4280.118652
	Iteration 4F: 3 clusters Score -554646 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -554836.875000 Penalty: 4280.118652
	Iteration 5Q: 3 clusters Score -554836.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -554975.937500 Penalty: 4280.118652
	Iteration 6Q: 3 clusters Score -554975.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -555087.937500 Penalty: 4280.118652
	Iteration 7Q: 3 clusters Score -555087.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -555180.875000 Penalty: 4280.118652
	Iteration 8Q: 3 clusters Score -555180.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -555262.312500 Penalty: 4280.118652
	Iteration 9Q: 3 clusters Score -555262.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -555350.250000 Penalty: 4280.118652
	Iteration 10Q: 3 clusters Score -555350.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -555413.937500 Penalty: 4280.118652
	Iteration 11Q: 3 clusters Score -555413.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -555465.000000 Penalty: 4280.118652
	Iteration 12Q: 3 clusters Score -555465 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -555509.875000 Penalty: 4280.118652
	Iteration 13Q: 3 clusters Score -555509.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -555558.312500 Penalty: 4280.118652
	Iteration 14Q: 3 clusters Score -555558.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -555586.937500 Penalty: 4280.118652
	Iteration 15Q: 3 clusters Score -555586.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -555612.000000 Penalty: 4280.118652
	Iteration 16Q: 3 clusters Score -555612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -555631.187500 Penalty: 4280.118652
	Iteration 17Q: 3 clusters Score -555631.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -555642.750000 Penalty: 4280.118652
	Iteration 18Q: 3 clusters Score -555642.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -555659.187500 Penalty: 4280.118652
	Iteration 19Q: 3 clusters Score -555659.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -555676.437500 Penalty: 4280.118652
	Iteration 20F: 3 clusters Score -555676.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -555684.125000 Penalty: 4280.118652
	Iteration 21Q: 3 clusters Score -555684.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -555697.062500 Penalty: 4280.118652
	Iteration 22Q: 3 clusters Score -555697.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -555711.187500 Penalty: 4280.118652
	Iteration 23Q: 3 clusters Score -555711.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -555725.000000 Penalty: 4280.118652
	Iteration 24Q: 3 clusters Score -555725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -555744.000000 Penalty: 4280.118652
	Iteration 25Q: 3 clusters Score -555744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -555756.687500 Penalty: 4280.118652
	Iteration 26Q: 3 clusters Score -555756.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -555776.312500 Penalty: 4280.118652
	Iteration 27Q: 3 clusters Score -555776.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -555792.625000 Penalty: 4280.118652
	Iteration 28Q: 3 clusters Score -555792.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -555807.687500 Penalty: 4280.118652
	Iteration 29Q: 3 clusters Score -555807.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -555829.562500 Penalty: 4280.118652
	Iteration 30Q: 3 clusters Score -555829.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -555852.375000 Penalty: 4280.118652
	Iteration 31Q: 3 clusters Score -555852.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -555862.562500 Penalty: 4280.118652
	Iteration 32Q: 3 clusters Score -555862.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -555868.625000 Penalty: 4280.118652
	Iteration 33Q: 3 clusters Score -555868.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -555873.312500 Penalty: 4280.118652
	Iteration 34Q: 3 clusters Score -555873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -555876.250000 Penalty: 4280.118652
	Iteration 35Q: 3 clusters Score -555876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -555877.000000 Penalty: 4280.118652
	Iteration 36Q: 3 clusters Score -555877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -555880.375000 Penalty: 4280.118652
	Iteration 37Q: 3 clusters Score -555880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -555882.562500 Penalty: 4280.118652
	Iteration 38Q: 3 clusters Score -555882.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -555885.937500 Penalty: 4280.118652
	Iteration 39Q: 3 clusters Score -555885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -555888.875000 Penalty: 4280.118652
	Iteration 40F: 3 clusters Score -555888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -555891.000000 Penalty: 4280.118652
	Iteration 41Q: 3 clusters Score -555891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -555891.375000 Penalty: 4280.118652
	Iteration 42Q: 3 clusters Score -555891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -555893.937500 Penalty: 4280.118652
	Iteration 43Q: 3 clusters Score -555893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -555895.250000 Penalty: 4280.118652
	Iteration 44Q: 3 clusters Score -555895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -555897.187500 Penalty: 4280.118652
	Iteration 45Q: 3 clusters Score -555897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -555898.375000 Penalty: 4280.118652
	Iteration 46Q: 3 clusters Score -555898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -555898.750000 Penalty: 4280.118652
	Iteration 47Q: 3 clusters Score -555898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -555899.562500 Penalty: 4280.118652
	Iteration 48Q: 3 clusters Score -555899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -555900.125000 Penalty: 4280.118652
	Iteration 49Q: 3 clusters Score -555900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -555900.187500 Penalty: 4280.118652
	Iteration 50Q: 3 clusters Score -555900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -555901.000000 Penalty: 4280.118652
	Iteration 51Q: 3 clusters Score -555901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -555901.000000 Penalty: 4280.118652
	Iteration 52F: 3 clusters Score -555901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -401263.843750 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -401263.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -397272.312500 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -397272.3 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -398251.125000 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -398251.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -398536.468750 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -398536.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -398747.187500 Penalty: 4133.421387
	Iteration 3F: 3 clusters Score -398747.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -398904.875000 Penalty: 4133.421387
	Iteration 4F: 3 clusters Score -398904.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -399041.343750 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -399041.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -399182.031250 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -399182 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -399354.156250 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -399354.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -399502.531250 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -399502.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -399628.593750 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -399628.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -399767.031250 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -399767 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -399954.531250 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -399954.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -400162.437500 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -400162.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -400328.312500 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -400328.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -400470.687500 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -400470.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -400610.031250 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -400610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -400781.875000 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -400781.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -400901.156250 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -400901.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -400954.656250 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -400954.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -400981.468750 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -400981.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -400997.812500 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -400997.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -401008.593750 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -401008.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -401020.281250 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -401020.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -401032.031250 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -401032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -401043.093750 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -401043.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -401061.781250 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -401061.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -401099.187500 Penalty: 4133.421387
	Iteration 26Q: 3 clusters Score -401099.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -401138.406250 Penalty: 4133.421387
	Iteration 27Q: 3 clusters Score -401138.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -401213.093750 Penalty: 4133.421387
	Iteration 28Q: 3 clusters Score -401213.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -401286.500000 Penalty: 4133.421387
	Iteration 29Q: 3 clusters Score -401286.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -401342.687500 Penalty: 4133.421387
	Iteration 30Q: 3 clusters Score -401342.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -401381.343750 Penalty: 4133.421387
	Iteration 31Q: 3 clusters Score -401381.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -401406.593750 Penalty: 4133.421387
	Iteration 32Q: 3 clusters Score -401406.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -401420.218750 Penalty: 4133.421387
	Iteration 33Q: 3 clusters Score -401420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -401422.781250 Penalty: 4133.421387
	Iteration 34Q: 3 clusters Score -401422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -401424.375000 Penalty: 4133.421387
	Iteration 35Q: 3 clusters Score -401424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -401425.062500 Penalty: 4133.421387
	Iteration 36Q: 3 clusters Score -401425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -401424.750000 Penalty: 4133.421387
	Iteration 37Q: 3 clusters Score -401424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -401424.750000 Penalty: 4133.421387
	Iteration 38F: 3 clusters Score -401424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140795 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17613 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7840 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8261 members 
Mstep: Class 66 contains 1624 members 
Entering Unmasked Estep 
Score: -139290256.000000 Penalty: 230321.296875
Splitting cluster 17 changes total score from -139291712.000000 to -139290256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -725739.062500 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -725739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -720294.500000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -720294.5 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -721756.750000 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -721756.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -721987.062500 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -721987.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -722142.312500 Penalty: 4352.289062
	Iteration 3Q: 3 clusters Score -722142.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -722258.000000 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -722258 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -722358.500000 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -722358.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -722441.562500 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -722441.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -722511.625000 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -722511.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -722592.000000 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -722592 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -722681.312500 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -722681.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -722791.187500 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -722791.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -722935.750000 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -722935.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -723070.375000 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -723070.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -723202.625000 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -723202.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -723339.437500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -723339.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -723467.375000 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -723467.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -723559.625000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -723559.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -723631.625000 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -723631.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -723706.625000 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -723706.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -723757.250000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -723757.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -723800.625000 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -723800.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -723838.625000 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -723838.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -723860.125000 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -723860.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -723881.562500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -723881.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -723907.250000 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -723907.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -723938.687500 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -723938.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -723980.250000 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -723980.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -724031.125000 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -724031.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -724054.625000 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -724054.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -724078.250000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -724078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -724097.000000 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -724097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -724118.812500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -724118.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -724134.500000 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -724134.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -724143.875000 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -724143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -724150.750000 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -724150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -724153.500000 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -724153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -724153.812500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -724153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -724153.812500 Penalty: 4352.289062
	Iteration 37F: 3 clusters Score -724153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140795 members 
Entering Unmasked Estep 
Score: -15828254.000000 Penalty: 2940.054932
	Iteration 0F: 2 clusters Score -1.582825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -15734276.000000 Penalty: 5880.109863
	Iteration 0F: 3 clusters Score -1.573428e+07 nChanged 67365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -15773082.000000 Penalty: 5880.109863
	Iteration 1F: 3 clusters Score -1.577308e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -15774389.000000 Penalty: 5880.109863
	Iteration 2Q: 3 clusters Score -1.577439e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -15776101.000000 Penalty: 5880.109863
	Iteration 3Q: 3 clusters Score -1.57761e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -15778675.000000 Penalty: 5880.109863
	Iteration 4Q: 3 clusters Score -1.577868e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -15782565.000000 Penalty: 5880.109863
	Iteration 5Q: 3 clusters Score -1.578256e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -15788005.000000 Penalty: 5880.109863
	Iteration 6F: 3 clusters Score -1.5788e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102301 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -15794663.000000 Penalty: 5880.109863
	Iteration 7F: 3 clusters Score -1.579466e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112086 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -15802258.000000 Penalty: 5880.109863
	Iteration 8F: 3 clusters Score -1.580226e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121599 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -15810064.000000 Penalty: 5880.109863
	Iteration 9F: 3 clusters Score -1.581006e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129551 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -15816815.000000 Penalty: 5880.109863
	Iteration 10F: 3 clusters Score -1.581682e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134836 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -15821302.000000 Penalty: 5880.109863
	Iteration 11Q: 3 clusters Score -1.58213e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137699 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -15823607.000000 Penalty: 5880.109863
	Iteration 12Q: 3 clusters Score -1.582361e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -15824608.000000 Penalty: 5880.109863
	Iteration 13Q: 3 clusters Score -1.582461e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15825059.000000 Penalty: 5880.109863
	Iteration 14Q: 3 clusters Score -1.582506e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -15825366.000000 Penalty: 5880.109863
	Iteration 15Q: 3 clusters Score -1.582537e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15825510.000000 Penalty: 5880.109863
	Iteration 16Q: 3 clusters Score -1.582551e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140117 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15825599.000000 Penalty: 5880.109863
	Iteration 17Q: 3 clusters Score -1.58256e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140158 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -15825641.000000 Penalty: 5880.109863
	Iteration 18Q: 3 clusters Score -1.582564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140183 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -15825675.000000 Penalty: 5880.109863
	Iteration 19Q: 3 clusters Score -1.582568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15825697.000000 Penalty: 5880.109863
	Iteration 20F: 3 clusters Score -1.58257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140203 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15825711.000000 Penalty: 5880.109863
	Iteration 21Q: 3 clusters Score -1.582571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140207 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15825718.000000 Penalty: 5880.109863
	Iteration 22Q: 3 clusters Score -1.582572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140216 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15825729.000000 Penalty: 5880.109863
	Iteration 23Q: 3 clusters Score -1.582573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140223 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -15825733.000000 Penalty: 5880.109863
	Iteration 24Q: 3 clusters Score -1.582573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15825733.000000 Penalty: 5880.109863
	Iteration 25Q: 3 clusters Score -1.582573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140235 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15825747.000000 Penalty: 5880.109863
	Iteration 26Q: 3 clusters Score -1.582575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15825747.000000 Penalty: 5880.109863
	Iteration 27Q: 3 clusters Score -1.582575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15825749.000000 Penalty: 5880.109863
	Iteration 28Q: 3 clusters Score -1.582575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15825745.000000 Penalty: 5880.109863
	Iteration 29Q: 3 clusters Score -1.582574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15825754.000000 Penalty: 5880.109863
	Iteration 30Q: 3 clusters Score -1.582575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15825753.000000 Penalty: 5880.109863
	Iteration 31Q: 3 clusters Score -1.582575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15825753.000000 Penalty: 5880.109863
	Iteration 32F: 3 clusters Score -1.582575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -292739.468750 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -292739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -289505.343750 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -289505.3 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -290209.031250 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -290209 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -290459.093750 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -290459.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -290672.625000 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -290672.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -290842.593750 Penalty: 3974.289795
	Iteration 4F: 3 clusters Score -290842.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -290985.093750 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -290985.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -291098.593750 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -291098.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -291177.281250 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -291177.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -291239.781250 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -291239.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -291291.875000 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -291291.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -291369.187500 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -291369.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -291453.093750 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -291453.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -291505.718750 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -291505.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -291558.343750 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -291558.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -291594.062500 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -291594.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -291629.187500 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -291629.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -291647.281250 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -291647.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -291660.500000 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -291660.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -291667.687500 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -291667.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -291679.343750 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -291679.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -291685.781250 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -291685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -291690.250000 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -291690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -291694.562500 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -291694.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -291703.562500 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -291703.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -291711.000000 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -291711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -291720.093750 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -291720.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -291727.687500 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -291727.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -291732.875000 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -291732.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -291738.562500 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -291738.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -291743.000000 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -291743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -291747.750000 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -291747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -291749.468750 Penalty: 3974.289795
	Iteration 31Q: 3 clusters Score -291749.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -291752.593750 Penalty: 3974.289795
	Iteration 32Q: 3 clusters Score -291752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -291754.437500 Penalty: 3974.289795
	Iteration 33Q: 3 clusters Score -291754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -291761.250000 Penalty: 3974.289795
	Iteration 34Q: 3 clusters Score -291761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -291768.437500 Penalty: 3974.289795
	Iteration 35Q: 3 clusters Score -291768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -291773.312500 Penalty: 3974.289795
	Iteration 36Q: 3 clusters Score -291773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -291776.468750 Penalty: 3974.289795
	Iteration 37Q: 3 clusters Score -291776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -291778.656250 Penalty: 3974.289795
	Iteration 38Q: 3 clusters Score -291778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -291779.656250 Penalty: 3974.289795
	Iteration 39Q: 3 clusters Score -291779.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -291779.656250 Penalty: 3974.289795
	Iteration 40F: 3 clusters Score -291779.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Entering Unmasked Estep 
Score: -899263.000000 Penalty: 2243.217041
	Iteration 0F: 2 clusters Score -899263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -892635.437500 Penalty: 4486.434082
	Iteration 0F: 3 clusters Score -892635.4 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -894832.187500 Penalty: 4486.434082
	Iteration 1F: 3 clusters Score -894832.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -895293.187500 Penalty: 4486.434082
	Iteration 2F: 3 clusters Score -895293.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -895659.625000 Penalty: 4486.434082
	Iteration 3F: 3 clusters Score -895659.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -895970.000000 Penalty: 4486.434082
	Iteration 4F: 3 clusters Score -895970 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -896240.937500 Penalty: 4486.434082
	Iteration 5F: 3 clusters Score -896240.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -896459.937500 Penalty: 4486.434082
	Iteration 6Q: 3 clusters Score -896459.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -896652.312500 Penalty: 4486.434082
	Iteration 7Q: 3 clusters Score -896652.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -896821.375000 Penalty: 4486.434082
	Iteration 8Q: 3 clusters Score -896821.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -896981.187500 Penalty: 4486.434082
	Iteration 9Q: 3 clusters Score -896981.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -897137.437500 Penalty: 4486.434082
	Iteration 10Q: 3 clusters Score -897137.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -897301.062500 Penalty: 4486.434082
	Iteration 11Q: 3 clusters Score -897301.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -897487.875000 Penalty: 4486.434082
	Iteration 12Q: 3 clusters Score -897487.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -897681.687500 Penalty: 4486.434082
	Iteration 13Q: 3 clusters Score -897681.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -897874.187500 Penalty: 4486.434082
	Iteration 14Q: 3 clusters Score -897874.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -898038.875000 Penalty: 4486.434082
	Iteration 15Q: 3 clusters Score -898038.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -898144.312500 Penalty: 4486.434082
	Iteration 16Q: 3 clusters Score -898144.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -898221.875000 Penalty: 4486.434082
	Iteration 17Q: 3 clusters Score -898221.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -898300.312500 Penalty: 4486.434082
	Iteration 18Q: 3 clusters Score -898300.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -898370.750000 Penalty: 4486.434082
	Iteration 19Q: 3 clusters Score -898370.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -898409.875000 Penalty: 4486.434082
	Iteration 20F: 3 clusters Score -898409.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -898440.812500 Penalty: 4486.434082
	Iteration 21Q: 3 clusters Score -898440.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -898469.062500 Penalty: 4486.434082
	Iteration 22Q: 3 clusters Score -898469.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -898496.125000 Penalty: 4486.434082
	Iteration 23Q: 3 clusters Score -898496.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -898516.437500 Penalty: 4486.434082
	Iteration 24Q: 3 clusters Score -898516.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -898531.437500 Penalty: 4486.434082
	Iteration 25Q: 3 clusters Score -898531.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -898539.812500 Penalty: 4486.434082
	Iteration 26Q: 3 clusters Score -898539.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -898552.312500 Penalty: 4486.434082
	Iteration 27Q: 3 clusters Score -898552.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -898555.937500 Penalty: 4486.434082
	Iteration 28Q: 3 clusters Score -898555.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -898560.437500 Penalty: 4486.434082
	Iteration 29Q: 3 clusters Score -898560.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -898560.625000 Penalty: 4486.434082
	Iteration 30Q: 3 clusters Score -898560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -898564.062500 Penalty: 4486.434082
	Iteration 31Q: 3 clusters Score -898564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -898566.312500 Penalty: 4486.434082
	Iteration 32Q: 3 clusters Score -898566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -898566.250000 Penalty: 4486.434082
	Iteration 33Q: 3 clusters Score -898566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -898566.500000 Penalty: 4486.434082
	Iteration 34Q: 3 clusters Score -898566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -898568.562500 Penalty: 4486.434082
	Iteration 35Q: 3 clusters Score -898568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -898568.437500 Penalty: 4486.434082
	Iteration 36Q: 3 clusters Score -898568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -898568.875000 Penalty: 4486.434082
	Iteration 37Q: 3 clusters Score -898568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -898568.875000 Penalty: 4486.434082
	Iteration 38F: 3 clusters Score -898568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Entering Unmasked Estep 
Score: -2200929.750000 Penalty: 2445.009277
	Iteration 0F: 2 clusters Score -2200930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2187529.000000 Penalty: 4890.018555
	Iteration 0F: 3 clusters Score -2187529 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2192119.000000 Penalty: 4890.018555
	Iteration 1F: 3 clusters Score -2192119 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2192913.250000 Penalty: 4890.018555
	Iteration 2F: 3 clusters Score -2192913 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2193868.250000 Penalty: 4890.018555
	Iteration 3F: 3 clusters Score -2193868 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2194791.750000 Penalty: 4890.018555
	Iteration 4F: 3 clusters Score -2194792 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2195660.250000 Penalty: 4890.018555
	Iteration 5F: 3 clusters Score -2195660 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2196374.250000 Penalty: 4890.018555
	Iteration 6F: 3 clusters Score -2196374 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2196912.250000 Penalty: 4890.018555
	Iteration 7F: 3 clusters Score -2196912 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2197374.500000 Penalty: 4890.018555
	Iteration 8Q: 3 clusters Score -2197374 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2197838.500000 Penalty: 4890.018555
	Iteration 9Q: 3 clusters Score -2197838 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2198241.250000 Penalty: 4890.018555
	Iteration 10Q: 3 clusters Score -2198241 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2198599.500000 Penalty: 4890.018555
	Iteration 11Q: 3 clusters Score -2198600 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2198893.250000 Penalty: 4890.018555
	Iteration 12Q: 3 clusters Score -2198893 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2199136.750000 Penalty: 4890.018555
	Iteration 13Q: 3 clusters Score -2199137 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2199365.000000 Penalty: 4890.018555
	Iteration 14Q: 3 clusters Score -2199365 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2199587.750000 Penalty: 4890.018555
	Iteration 15Q: 3 clusters Score -2199588 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2199780.750000 Penalty: 4890.018555
	Iteration 16Q: 3 clusters Score -2199781 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2199974.500000 Penalty: 4890.018555
	Iteration 17Q: 3 clusters Score -2199974 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2200140.250000 Penalty: 4890.018555
	Iteration 18Q: 3 clusters Score -2200140 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2200273.750000 Penalty: 4890.018555
	Iteration 19Q: 3 clusters Score -2200274 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2200376.500000 Penalty: 4890.018555
	Iteration 20F: 3 clusters Score -2200376 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2200447.250000 Penalty: 4890.018555
	Iteration 21Q: 3 clusters Score -2200447 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2200509.000000 Penalty: 4890.018555
	Iteration 22Q: 3 clusters Score -2200509 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2200541.750000 Penalty: 4890.018555
	Iteration 23Q: 3 clusters Score -2200542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2200571.000000 Penalty: 4890.018555
	Iteration 24Q: 3 clusters Score -2200571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2200590.750000 Penalty: 4890.018555
	Iteration 25Q: 3 clusters Score -2200591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2200601.500000 Penalty: 4890.018555
	Iteration 26Q: 3 clusters Score -2200602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2200616.000000 Penalty: 4890.018555
	Iteration 27Q: 3 clusters Score -2200616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2200627.750000 Penalty: 4890.018555
	Iteration 28Q: 3 clusters Score -2200628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2200634.000000 Penalty: 4890.018555
	Iteration 29Q: 3 clusters Score -2200634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2200640.500000 Penalty: 4890.018555
	Iteration 30Q: 3 clusters Score -2200640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2200634.000000 Penalty: 4890.018555
	Iteration 31Q: 3 clusters Score -2200634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2200637.500000 Penalty: 4890.018555
	Iteration 32Q: 3 clusters Score -2200638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2200642.500000 Penalty: 4890.018555
	Iteration 33Q: 3 clusters Score -2200642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2200647.250000 Penalty: 4890.018555
	Iteration 34Q: 3 clusters Score -2200647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2200649.500000 Penalty: 4890.018555
	Iteration 35Q: 3 clusters Score -2200650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2200644.250000 Penalty: 4890.018555
	Iteration 36Q: 3 clusters Score -2200644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2200645.750000 Penalty: 4890.018555
	Iteration 37Q: 3 clusters Score -2200646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2200646.000000 Penalty: 4890.018555
	Iteration 38Q: 3 clusters Score -2200646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2200649.500000 Penalty: 4890.018555
	Iteration 39Q: 3 clusters Score -2200650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2200652.250000 Penalty: 4890.018555
	Iteration 40F: 3 clusters Score -2200652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2200657.750000 Penalty: 4890.018555
	Iteration 41Q: 3 clusters Score -2200658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2200654.750000 Penalty: 4890.018555
	Iteration 42Q: 3 clusters Score -2200655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2200657.500000 Penalty: 4890.018555
	Iteration 43Q: 3 clusters Score -2200658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2200659.500000 Penalty: 4890.018555
	Iteration 44Q: 3 clusters Score -2200660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2200663.000000 Penalty: 4890.018555
	Iteration 45Q: 3 clusters Score -2200663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2200658.750000 Penalty: 4890.018555
	Iteration 46Q: 3 clusters Score -2200659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2200662.750000 Penalty: 4890.018555
	Iteration 47Q: 3 clusters Score -2200663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2200661.000000 Penalty: 4890.018555
	Iteration 48Q: 3 clusters Score -2200661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2200661.250000 Penalty: 4890.018555
	Iteration 49Q: 3 clusters Score -2200661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2200661.250000 Penalty: 4890.018555
	Iteration 50F: 3 clusters Score -2200661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Entering Unmasked Estep 
Score: -990621.625000 Penalty: 2293.485352
	Iteration 0F: 2 clusters Score -990621.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -982781.750000 Penalty: 4586.970703
	Iteration 0F: 3 clusters Score -982781.8 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -985447.437500 Penalty: 4586.970703
	Iteration 1F: 3 clusters Score -985447.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -986048.625000 Penalty: 4586.970703
	Iteration 2F: 3 clusters Score -986048.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -986674.500000 Penalty: 4586.970703
	Iteration 3F: 3 clusters Score -986674.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -987233.937500 Penalty: 4586.970703
	Iteration 4F: 3 clusters Score -987233.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -987702.312500 Penalty: 4586.970703
	Iteration 5F: 3 clusters Score -987702.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -988126.750000 Penalty: 4586.970703
	Iteration 6F: 3 clusters Score -988126.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -988496.375000 Penalty: 4586.970703
	Iteration 7Q: 3 clusters Score -988496.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -988831.812500 Penalty: 4586.970703
	Iteration 8Q: 3 clusters Score -988831.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -989117.000000 Penalty: 4586.970703
	Iteration 9Q: 3 clusters Score -989117 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -989399.000000 Penalty: 4586.970703
	Iteration 10Q: 3 clusters Score -989399 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -989596.000000 Penalty: 4586.970703
	Iteration 11Q: 3 clusters Score -989596 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -989715.500000 Penalty: 4586.970703
	Iteration 12Q: 3 clusters Score -989715.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -989784.687500 Penalty: 4586.970703
	Iteration 13Q: 3 clusters Score -989784.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -989835.250000 Penalty: 4586.970703
	Iteration 14Q: 3 clusters Score -989835.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -989863.500000 Penalty: 4586.970703
	Iteration 15Q: 3 clusters Score -989863.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -989889.375000 Penalty: 4586.970703
	Iteration 16Q: 3 clusters Score -989889.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -989906.125000 Penalty: 4586.970703
	Iteration 17Q: 3 clusters Score -989906.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -989914.062500 Penalty: 4586.970703
	Iteration 18Q: 3 clusters Score -989914.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -989921.562500 Penalty: 4586.970703
	Iteration 19Q: 3 clusters Score -989921.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -989929.625000 Penalty: 4586.970703
	Iteration 20F: 3 clusters Score -989929.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -989929.187500 Penalty: 4586.970703
	Iteration 21Q: 3 clusters Score -989929.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -989934.812500 Penalty: 4586.970703
	Iteration 22Q: 3 clusters Score -989934.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -989933.937500 Penalty: 4586.970703
	Iteration 23Q: 3 clusters Score -989933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -989935.250000 Penalty: 4586.970703
	Iteration 24Q: 3 clusters Score -989935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -989935.812500 Penalty: 4586.970703
	Iteration 25Q: 3 clusters Score -989935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -989939.500000 Penalty: 4586.970703
	Iteration 26Q: 3 clusters Score -989939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -989940.375000 Penalty: 4586.970703
	Iteration 27Q: 3 clusters Score -989940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -989941.937500 Penalty: 4586.970703
	Iteration 28Q: 3 clusters Score -989941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -989942.375000 Penalty: 4586.970703
	Iteration 29Q: 3 clusters Score -989942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -989944.625000 Penalty: 4586.970703
	Iteration 30Q: 3 clusters Score -989944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -989944.250000 Penalty: 4586.970703
	Iteration 31Q: 3 clusters Score -989944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -989944.687500 Penalty: 4586.970703
	Iteration 32Q: 3 clusters Score -989944.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -989945.687500 Penalty: 4586.970703
	Iteration 33Q: 3 clusters Score -989945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -989943.875000 Penalty: 4586.970703
	Iteration 34Q: 3 clusters Score -989943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -989944.750000 Penalty: 4586.970703
	Iteration 35Q: 3 clusters Score -989944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -989944.750000 Penalty: 4586.970703
	Iteration 36F: 3 clusters Score -989944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -1288582.625000 Penalty: 2344.083984
	Iteration 0F: 2 clusters Score -1288583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1279130.750000 Penalty: 4688.167969
	Iteration 0F: 3 clusters Score -1279131 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1282528.000000 Penalty: 4688.167969
	Iteration 1F: 3 clusters Score -1282528 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1283391.500000 Penalty: 4688.167969
	Iteration 2F: 3 clusters Score -1283392 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1284227.625000 Penalty: 4688.167969
	Iteration 3F: 3 clusters Score -1284228 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1284928.250000 Penalty: 4688.167969
	Iteration 4F: 3 clusters Score -1284928 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1285486.500000 Penalty: 4688.167969
	Iteration 5F: 3 clusters Score -1285486 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1285846.625000 Penalty: 4688.167969
	Iteration 6Q: 3 clusters Score -1285847 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1286068.250000 Penalty: 4688.167969
	Iteration 7Q: 3 clusters Score -1286068 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1286220.500000 Penalty: 4688.167969
	Iteration 8Q: 3 clusters Score -1286220 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1286338.625000 Penalty: 4688.167969
	Iteration 9Q: 3 clusters Score -1286339 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1286438.125000 Penalty: 4688.167969
	Iteration 10Q: 3 clusters Score -1286438 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1286508.375000 Penalty: 4688.167969
	Iteration 11Q: 3 clusters Score -1286508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1286568.750000 Penalty: 4688.167969
	Iteration 12Q: 3 clusters Score -1286569 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1286618.625000 Penalty: 4688.167969
	Iteration 13Q: 3 clusters Score -1286619 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1286669.875000 Penalty: 4688.167969
	Iteration 14Q: 3 clusters Score -1286670 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1286712.500000 Penalty: 4688.167969
	Iteration 15Q: 3 clusters Score -1286712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1286754.500000 Penalty: 4688.167969
	Iteration 16Q: 3 clusters Score -1286754 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1286792.625000 Penalty: 4688.167969
	Iteration 17Q: 3 clusters Score -1286793 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1286830.250000 Penalty: 4688.167969
	Iteration 18Q: 3 clusters Score -1286830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1286865.125000 Penalty: 4688.167969
	Iteration 19Q: 3 clusters Score -1286865 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1286902.875000 Penalty: 4688.167969
	Iteration 20F: 3 clusters Score -1286903 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1286939.500000 Penalty: 4688.167969
	Iteration 21Q: 3 clusters Score -1286940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1286980.250000 Penalty: 4688.167969
	Iteration 22Q: 3 clusters Score -1286980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1287018.250000 Penalty: 4688.167969
	Iteration 23Q: 3 clusters Score -1287018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1287054.375000 Penalty: 4688.167969
	Iteration 24Q: 3 clusters Score -1287054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1287077.000000 Penalty: 4688.167969
	Iteration 25Q: 3 clusters Score -1287077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1287104.375000 Penalty: 4688.167969
	Iteration 26Q: 3 clusters Score -1287104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1287120.875000 Penalty: 4688.167969
	Iteration 27Q: 3 clusters Score -1287121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1287134.500000 Penalty: 4688.167969
	Iteration 28Q: 3 clusters Score -1287134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1287150.250000 Penalty: 4688.167969
	Iteration 29Q: 3 clusters Score -1287150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1287158.375000 Penalty: 4688.167969
	Iteration 30Q: 3 clusters Score -1287158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1287174.250000 Penalty: 4688.167969
	Iteration 31Q: 3 clusters Score -1287174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1287182.000000 Penalty: 4688.167969
	Iteration 32Q: 3 clusters Score -1287182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1287191.750000 Penalty: 4688.167969
	Iteration 33Q: 3 clusters Score -1287192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1287200.250000 Penalty: 4688.167969
	Iteration 34Q: 3 clusters Score -1287200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1287206.625000 Penalty: 4688.167969
	Iteration 35Q: 3 clusters Score -1287207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1287217.000000 Penalty: 4688.167969
	Iteration 36Q: 3 clusters Score -1287217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1287222.750000 Penalty: 4688.167969
	Iteration 37Q: 3 clusters Score -1287223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1287229.500000 Penalty: 4688.167969
	Iteration 38Q: 3 clusters Score -1287230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1287254.250000 Penalty: 4688.167969
	Iteration 39Q: 3 clusters Score -1287254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1287278.125000 Penalty: 4688.167969
	Iteration 40F: 3 clusters Score -1287278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1287311.250000 Penalty: 4688.167969
	Iteration 41Q: 3 clusters Score -1287311 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1287361.375000 Penalty: 4688.167969
	Iteration 42Q: 3 clusters Score -1287361 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1287420.250000 Penalty: 4688.167969
	Iteration 43Q: 3 clusters Score -1287420 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1287474.625000 Penalty: 4688.167969
	Iteration 44Q: 3 clusters Score -1287475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1287524.125000 Penalty: 4688.167969
	Iteration 45Q: 3 clusters Score -1287524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1287565.000000 Penalty: 4688.167969
	Iteration 46Q: 3 clusters Score -1287565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1287594.375000 Penalty: 4688.167969
	Iteration 47Q: 3 clusters Score -1287594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1287625.750000 Penalty: 4688.167969
	Iteration 48Q: 3 clusters Score -1287626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1287642.500000 Penalty: 4688.167969
	Iteration 49Q: 3 clusters Score -1287642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1287651.125000 Penalty: 4688.167969
	Iteration 50Q: 3 clusters Score -1287651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1287658.625000 Penalty: 4688.167969
	Iteration 51Q: 3 clusters Score -1287659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1287662.750000 Penalty: 4688.167969
	Iteration 52Q: 3 clusters Score -1287663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1287667.000000 Penalty: 4688.167969
	Iteration 53Q: 3 clusters Score -1287667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1287668.750000 Penalty: 4688.167969
	Iteration 54Q: 3 clusters Score -1287669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1287672.000000 Penalty: 4688.167969
	Iteration 55Q: 3 clusters Score -1287672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1287675.625000 Penalty: 4688.167969
	Iteration 56Q: 3 clusters Score -1287676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1287677.875000 Penalty: 4688.167969
	Iteration 57Q: 3 clusters Score -1287678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1287679.000000 Penalty: 4688.167969
	Iteration 58Q: 3 clusters Score -1287679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1287679.125000 Penalty: 4688.167969
	Iteration 59Q: 3 clusters Score -1287679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1287680.125000 Penalty: 4688.167969
	Iteration 60F: 3 clusters Score -1287680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1287683.625000 Penalty: 4688.167969
	Iteration 61Q: 3 clusters Score -1287684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1287681.500000 Penalty: 4688.167969
	Iteration 62Q: 3 clusters Score -1287682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1287682.875000 Penalty: 4688.167969
	Iteration 63Q: 3 clusters Score -1287683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1287683.500000 Penalty: 4688.167969
	Iteration 64Q: 3 clusters Score -1287684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1287684.875000 Penalty: 4688.167969
	Iteration 65Q: 3 clusters Score -1287685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1287684.625000 Penalty: 4688.167969
	Iteration 66Q: 3 clusters Score -1287685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1287684.625000 Penalty: 4688.167969
	Iteration 67F: 3 clusters Score -1287685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -906830.750000 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -906830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -900109.625000 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -900109.6 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -902048.500000 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -902048.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -902397.187500 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -902397.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -902700.062500 Penalty: 4484.088379
	Iteration 3F: 3 clusters Score -902700.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -902925.625000 Penalty: 4484.088379
	Iteration 4Q: 3 clusters Score -902925.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -903165.625000 Penalty: 4484.088379
	Iteration 5Q: 3 clusters Score -903165.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -903395.812500 Penalty: 4484.088379
	Iteration 6Q: 3 clusters Score -903395.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -903632.125000 Penalty: 4484.088379
	Iteration 7Q: 3 clusters Score -903632.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -903926.062500 Penalty: 4484.088379
	Iteration 8Q: 3 clusters Score -903926.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -904255.812500 Penalty: 4484.088379
	Iteration 9Q: 3 clusters Score -904255.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -904648.437500 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -904648.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -905082.562500 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -905082.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -905395.062500 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -905395.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -905581.687500 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -905581.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -905697.687500 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -905697.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -905761.187500 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -905761.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -905812.312500 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -905812.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -905842.000000 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -905842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -905860.562500 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -905860.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -905875.187500 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -905875.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -905887.812500 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -905887.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -905893.312500 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -905893.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -905898.000000 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -905898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -905901.875000 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -905901.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -905906.812500 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -905906.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -905909.437500 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -905909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -905914.937500 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -905914.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -905914.625000 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -905914.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -905917.500000 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -905917.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -905923.375000 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -905923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -905924.750000 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -905924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -905925.937500 Penalty: 4484.088379
	Iteration 31Q: 3 clusters Score -905925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -905926.437500 Penalty: 4484.088379
	Iteration 32Q: 3 clusters Score -905926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -905928.062500 Penalty: 4484.088379
	Iteration 33Q: 3 clusters Score -905928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -905929.687500 Penalty: 4484.088379
	Iteration 34Q: 3 clusters Score -905929.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -905932.062500 Penalty: 4484.088379
	Iteration 35Q: 3 clusters Score -905932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -905934.750000 Penalty: 4484.088379
	Iteration 36Q: 3 clusters Score -905934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -905936.312500 Penalty: 4484.088379
	Iteration 37Q: 3 clusters Score -905936.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -905937.250000 Penalty: 4484.088379
	Iteration 38Q: 3 clusters Score -905937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -905939.437500 Penalty: 4484.088379
	Iteration 39Q: 3 clusters Score -905939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -905940.750000 Penalty: 4484.088379
	Iteration 40F: 3 clusters Score -905940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -905942.750000 Penalty: 4484.088379
	Iteration 41Q: 3 clusters Score -905942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -905946.187500 Penalty: 4484.088379
	Iteration 42Q: 3 clusters Score -905946.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -905945.937500 Penalty: 4484.088379
	Iteration 43Q: 3 clusters Score -905945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -905949.687500 Penalty: 4484.088379
	Iteration 44Q: 3 clusters Score -905949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -905950.625000 Penalty: 4484.088379
	Iteration 45Q: 3 clusters Score -905950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -905952.312500 Penalty: 4484.088379
	Iteration 46Q: 3 clusters Score -905952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -905952.125000 Penalty: 4484.088379
	Iteration 47Q: 3 clusters Score -905952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -905953.625000 Penalty: 4484.088379
	Iteration 48Q: 3 clusters Score -905953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -905955.812500 Penalty: 4484.088379
	Iteration 49Q: 3 clusters Score -905955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -905955.812500 Penalty: 4484.088379
	Iteration 50F: 3 clusters Score -905955.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 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 431 members 
Entering Unmasked Estep 
Score: -81986.460938 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -81986.46 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82368.640625 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82368.64 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82588.187500 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82588.19 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82852.562500 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -82852.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83032.046875 Penalty: 3352.590576
	Iteration 4F: 3 clusters Score -83032.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83129.390625 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -83129.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83231.070312 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -83231.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83312.273438 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -83312.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83406.953125 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83406.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83530.781250 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83530.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83617.625000 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83617.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83645.851562 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83645.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83675.789062 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -83675.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83699.312500 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -83699.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83714.140625 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -83714.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83719.273438 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -83719.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83721.585938 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -83721.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83721.585938 Penalty: 3352.590576
	Iteration 17F: 3 clusters Score -83721.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Entering Unmasked Estep 
Score: -3714967.000000 Penalty: 2579.134766
	Iteration 0F: 2 clusters Score -3714967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3692373.250000 Penalty: 5158.269531
	Iteration 0F: 3 clusters Score -3692373 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3700711.750000 Penalty: 5158.269531
	Iteration 1F: 3 clusters Score -3700712 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3701231.500000 Penalty: 5158.269531
	Iteration 2Q: 3 clusters Score -3701232 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3701720.000000 Penalty: 5158.269531
	Iteration 3Q: 3 clusters Score -3701720 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3702271.000000 Penalty: 5158.269531
	Iteration 4Q: 3 clusters Score -3702271 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3702837.250000 Penalty: 5158.269531
	Iteration 5Q: 3 clusters Score -3702837 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3703476.000000 Penalty: 5158.269531
	Iteration 6Q: 3 clusters Score -3703476 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3704056.750000 Penalty: 5158.269531
	Iteration 7Q: 3 clusters Score -3704057 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3704685.750000 Penalty: 5158.269531
	Iteration 8Q: 3 clusters Score -3704686 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3705402.500000 Penalty: 5158.269531
	Iteration 9Q: 3 clusters Score -3705402 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3706225.500000 Penalty: 5158.269531
	Iteration 10Q: 3 clusters Score -3706226 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3707253.000000 Penalty: 5158.269531
	Iteration 11Q: 3 clusters Score -3707253 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3708360.000000 Penalty: 5158.269531
	Iteration 12Q: 3 clusters Score -3708360 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3709401.500000 Penalty: 5158.269531
	Iteration 13Q: 3 clusters Score -3709402 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3710207.500000 Penalty: 5158.269531
	Iteration 14Q: 3 clusters Score -3710208 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3710807.000000 Penalty: 5158.269531
	Iteration 15Q: 3 clusters Score -3710807 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3711269.000000 Penalty: 5158.269531
	Iteration 16Q: 3 clusters Score -3711269 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3711637.500000 Penalty: 5158.269531
	Iteration 17Q: 3 clusters Score -3711638 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3711973.750000 Penalty: 5158.269531
	Iteration 18Q: 3 clusters Score -3711974 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3712282.250000 Penalty: 5158.269531
	Iteration 19Q: 3 clusters Score -3712282 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3712588.750000 Penalty: 5158.269531
	Iteration 20F: 3 clusters Score -3712589 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3712838.750000 Penalty: 5158.269531
	Iteration 21Q: 3 clusters Score -3712839 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3713042.500000 Penalty: 5158.269531
	Iteration 22Q: 3 clusters Score -3713042 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3713222.500000 Penalty: 5158.269531
	Iteration 23Q: 3 clusters Score -3713222 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3713345.250000 Penalty: 5158.269531
	Iteration 24Q: 3 clusters Score -3713345 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3713450.750000 Penalty: 5158.269531
	Iteration 25Q: 3 clusters Score -3713451 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3713502.000000 Penalty: 5158.269531
	Iteration 26Q: 3 clusters Score -3713502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -3713562.750000 Penalty: 5158.269531
	Iteration 27Q: 3 clusters Score -3713563 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -3713613.500000 Penalty: 5158.269531
	Iteration 28Q: 3 clusters Score -3713614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -3713650.250000 Penalty: 5158.269531
	Iteration 29Q: 3 clusters Score -3713650 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -3713702.500000 Penalty: 5158.269531
	Iteration 30Q: 3 clusters Score -3713702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3713831.250000 Penalty: 5158.269531
	Iteration 31Q: 3 clusters Score -3713831 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3714012.750000 Penalty: 5158.269531
	Iteration 32Q: 3 clusters Score -3714013 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -3714119.750000 Penalty: 5158.269531
	Iteration 33Q: 3 clusters Score -3714120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3714160.000000 Penalty: 5158.269531
	Iteration 34Q: 3 clusters Score -3714160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3714178.750000 Penalty: 5158.269531
	Iteration 35Q: 3 clusters Score -3714179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3714182.500000 Penalty: 5158.269531
	Iteration 36Q: 3 clusters Score -3714182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -3714197.000000 Penalty: 5158.269531
	Iteration 37Q: 3 clusters Score -3714197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3714203.500000 Penalty: 5158.269531
	Iteration 38Q: 3 clusters Score -3714204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3714201.500000 Penalty: 5158.269531
	Iteration 39Q: 3 clusters Score -3714202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -3714211.250000 Penalty: 5158.269531
	Iteration 40F: 3 clusters Score -3714211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3714208.250000 Penalty: 5158.269531
	Iteration 41Q: 3 clusters Score -3714208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3714214.000000 Penalty: 5158.269531
	Iteration 42Q: 3 clusters Score -3714214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3714210.250000 Penalty: 5158.269531
	Iteration 43Q: 3 clusters Score -3714210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -3714213.000000 Penalty: 5158.269531
	Iteration 44Q: 3 clusters Score -3714213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -3714216.250000 Penalty: 5158.269531
	Iteration 45Q: 3 clusters Score -3714216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3714216.250000 Penalty: 5158.269531
	Iteration 46Q: 3 clusters Score -3714216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3714216.250000 Penalty: 5158.269531
	Iteration 47F: 3 clusters Score -3714216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -109001.554688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -109001.6 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 538 members 
Entering Unmasked Estep 
Score: -107029.960938 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -107030 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -107315.218750 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -107315.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -107394.070312 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -107394.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -107446.507812 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -107446.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107473.609375 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -107473.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -107501.343750 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -107501.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -107525.593750 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -107525.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -107549.093750 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -107549.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107603.867188 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -107603.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -107679.750000 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -107679.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -107778.195312 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -107778.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -107945.070312 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -107945.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -108154.546875 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -108154.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108328.687500 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -108328.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -108626.195312 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -108626.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108849.203125 Penalty: 3453.742188
	Iteration 15F: 3 clusters Score -108849.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108989.320312 Penalty: 3453.742188
	Iteration 16F: 3 clusters Score -108989.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109127.664062 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -109127.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -109233.242188 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -109233.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -109336.875000 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -109336.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109400.132812 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -109400.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -109452.335938 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -109452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109502.804688 Penalty: 3453.742188
	Iteration 22Q: 3 clusters Score -109502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -109524.460938 Penalty: 3453.742188
	Iteration 23Q: 3 clusters Score -109524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -109536.210938 Penalty: 3453.742188
	Iteration 24Q: 3 clusters Score -109536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109542.984375 Penalty: 3453.742188
	Iteration 25Q: 3 clusters Score -109543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -109551.304688 Penalty: 3453.742188
	Iteration 26Q: 3 clusters Score -109551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -109557.296875 Penalty: 3453.742188
	Iteration 27Q: 3 clusters Score -109557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -109557.296875 Penalty: 3453.742188
	Iteration 28F: 3 clusters Score -109557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140795 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 746 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17613 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7840 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8261 members 
Mstep: Class 66 contains 311 members 
Entering Unmasked Estep 
Score: -139290464.000000 Penalty: 230321.296875
Splitting cluster 28 changes total score from -139291712.000000 to -139290464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -3031410.750000 Penalty: 2526.714844
	Iteration 0F: 2 clusters Score -3031411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3012924.250000 Penalty: 5053.429688
	Iteration 0F: 3 clusters Score -3012924 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3019501.750000 Penalty: 5053.429688
	Iteration 1F: 3 clusters Score -3019502 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3020214.000000 Penalty: 5053.429688
	Iteration 2F: 3 clusters Score -3020214 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3021132.750000 Penalty: 5053.429688
	Iteration 3F: 3 clusters Score -3021133 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3022530.500000 Penalty: 5053.429688
	Iteration 4F: 3 clusters Score -3022530 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3024432.250000 Penalty: 5053.429688
	Iteration 5F: 3 clusters Score -3024432 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3026378.250000 Penalty: 5053.429688
	Iteration 6F: 3 clusters Score -3026378 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3027815.250000 Penalty: 5053.429688
	Iteration 7F: 3 clusters Score -3027815 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3028712.250000 Penalty: 5053.429688
	Iteration 8Q: 3 clusters Score -3028712 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3029281.500000 Penalty: 5053.429688
	Iteration 9Q: 3 clusters Score -3029282 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3029527.500000 Penalty: 5053.429688
	Iteration 10Q: 3 clusters Score -3029528 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3029694.750000 Penalty: 5053.429688
	Iteration 11Q: 3 clusters Score -3029695 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3029842.000000 Penalty: 5053.429688
	Iteration 12Q: 3 clusters Score -3029842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3029955.750000 Penalty: 5053.429688
	Iteration 13Q: 3 clusters Score -3029956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3030078.750000 Penalty: 5053.429688
	Iteration 14Q: 3 clusters Score -3030079 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3030184.000000 Penalty: 5053.429688
	Iteration 15Q: 3 clusters Score -3030184 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3030246.750000 Penalty: 5053.429688
	Iteration 16Q: 3 clusters Score -3030247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3030280.750000 Penalty: 5053.429688
	Iteration 17Q: 3 clusters Score -3030281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3030297.250000 Penalty: 5053.429688
	Iteration 18Q: 3 clusters Score -3030297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3030292.750000 Penalty: 5053.429688
	Iteration 19Q: 3 clusters Score -3030293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3030306.000000 Penalty: 5053.429688
	Iteration 20F: 3 clusters Score -3030306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3030311.750000 Penalty: 5053.429688
	Iteration 21Q: 3 clusters Score -3030312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3030316.500000 Penalty: 5053.429688
	Iteration 22Q: 3 clusters Score -3030316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3030311.000000 Penalty: 5053.429688
	Iteration 23Q: 3 clusters Score -3030311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3030313.000000 Penalty: 5053.429688
	Iteration 24Q: 3 clusters Score -3030313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3030313.500000 Penalty: 5053.429688
	Iteration 25Q: 3 clusters Score -3030314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3030311.750000 Penalty: 5053.429688
	Iteration 26Q: 3 clusters Score -3030312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3030310.750000 Penalty: 5053.429688
	Iteration 27Q: 3 clusters Score -3030311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3030313.250000 Penalty: 5053.429688
	Iteration 28Q: 3 clusters Score -3030313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3030313.250000 Penalty: 5053.429688
	Iteration 29F: 3 clusters Score -3030313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -1196888.500000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1196888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1188699.875000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1188700 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1191008.250000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1191008 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1191356.375000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1191356 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1191639.750000 Penalty: 4608.929688
	Iteration 3F: 3 clusters Score -1191640 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1191945.000000 Penalty: 4608.929688
	Iteration 4Q: 3 clusters Score -1191945 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1192221.500000 Penalty: 4608.929688
	Iteration 5Q: 3 clusters Score -1192222 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1192474.875000 Penalty: 4608.929688
	Iteration 6Q: 3 clusters Score -1192475 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1192744.625000 Penalty: 4608.929688
	Iteration 7Q: 3 clusters Score -1192745 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1193024.375000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1193024 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1193310.375000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1193310 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1193591.250000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1193591 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1193834.250000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1193834 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1194067.875000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1194068 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1194251.875000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1194252 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1194401.625000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1194402 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1194517.750000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1194518 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1194607.000000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1194607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1194664.625000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1194665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1194711.375000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1194711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1194750.625000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1194751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1194784.625000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1194785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1194814.250000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1194814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1194833.750000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1194834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1194852.750000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1194853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1194857.125000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1194857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1194860.375000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1194860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1194867.500000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1194868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1194872.000000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1194872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1194880.375000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1194880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1194885.375000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1194885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1194898.625000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1194899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1194906.500000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1194906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1194914.625000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1194915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1194924.125000 Penalty: 4608.929688
	Iteration 33Q: 3 clusters Score -1194924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1194929.000000 Penalty: 4608.929688
	Iteration 34Q: 3 clusters Score -1194929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1194933.625000 Penalty: 4608.929688
	Iteration 35Q: 3 clusters Score -1194934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1194935.875000 Penalty: 4608.929688
	Iteration 36Q: 3 clusters Score -1194936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1194937.875000 Penalty: 4608.929688
	Iteration 37Q: 3 clusters Score -1194938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1194939.250000 Penalty: 4608.929688
	Iteration 38Q: 3 clusters Score -1194939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1194943.375000 Penalty: 4608.929688
	Iteration 39Q: 3 clusters Score -1194943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1194944.625000 Penalty: 4608.929688
	Iteration 40F: 3 clusters Score -1194945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1194944.000000 Penalty: 4608.929688
	Iteration 41Q: 3 clusters Score -1194944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1194944.000000 Penalty: 4608.929688
	Iteration 42F: 3 clusters Score -1194944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Entering Unmasked Estep 
Score: -3092064.250000 Penalty: 2553.877197
	Iteration 0F: 2 clusters Score -3092064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3071798.750000 Penalty: 5107.754395
	Iteration 0F: 3 clusters Score -3071799 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3079336.500000 Penalty: 5107.754395
	Iteration 1F: 3 clusters Score -3079336 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3080556.250000 Penalty: 5107.754395
	Iteration 2F: 3 clusters Score -3080556 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3081931.500000 Penalty: 5107.754395
	Iteration 3F: 3 clusters Score -3081932 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3083222.250000 Penalty: 5107.754395
	Iteration 4F: 3 clusters Score -3083222 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3084313.000000 Penalty: 5107.754395
	Iteration 5F: 3 clusters Score -3084313 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3085292.750000 Penalty: 5107.754395
	Iteration 6F: 3 clusters Score -3085293 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3086161.750000 Penalty: 5107.754395
	Iteration 7F: 3 clusters Score -3086162 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3086828.750000 Penalty: 5107.754395
	Iteration 8Q: 3 clusters Score -3086829 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3087362.000000 Penalty: 5107.754395
	Iteration 9Q: 3 clusters Score -3087362 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3087755.250000 Penalty: 5107.754395
	Iteration 10Q: 3 clusters Score -3087755 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3088022.750000 Penalty: 5107.754395
	Iteration 11Q: 3 clusters Score -3088023 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3088253.500000 Penalty: 5107.754395
	Iteration 12Q: 3 clusters Score -3088254 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3088439.750000 Penalty: 5107.754395
	Iteration 13Q: 3 clusters Score -3088440 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3088600.500000 Penalty: 5107.754395
	Iteration 14Q: 3 clusters Score -3088600 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3088760.000000 Penalty: 5107.754395
	Iteration 15Q: 3 clusters Score -3088760 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3088888.000000 Penalty: 5107.754395
	Iteration 16Q: 3 clusters Score -3088888 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3089001.250000 Penalty: 5107.754395
	Iteration 17Q: 3 clusters Score -3089001 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3089097.750000 Penalty: 5107.754395
	Iteration 18Q: 3 clusters Score -3089098 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3089187.000000 Penalty: 5107.754395
	Iteration 19Q: 3 clusters Score -3089187 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3089273.250000 Penalty: 5107.754395
	Iteration 20F: 3 clusters Score -3089273 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3089333.750000 Penalty: 5107.754395
	Iteration 21Q: 3 clusters Score -3089334 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3089384.750000 Penalty: 5107.754395
	Iteration 22Q: 3 clusters Score -3089385 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3089427.250000 Penalty: 5107.754395
	Iteration 23Q: 3 clusters Score -3089427 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3089444.750000 Penalty: 5107.754395
	Iteration 24Q: 3 clusters Score -3089445 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3089491.000000 Penalty: 5107.754395
	Iteration 25Q: 3 clusters Score -3089491 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3089537.250000 Penalty: 5107.754395
	Iteration 26Q: 3 clusters Score -3089537 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3089554.750000 Penalty: 5107.754395
	Iteration 27Q: 3 clusters Score -3089555 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3089596.500000 Penalty: 5107.754395
	Iteration 28Q: 3 clusters Score -3089596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3089613.500000 Penalty: 5107.754395
	Iteration 29Q: 3 clusters Score -3089614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3089614.250000 Penalty: 5107.754395
	Iteration 30Q: 3 clusters Score -3089614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3089624.000000 Penalty: 5107.754395
	Iteration 31Q: 3 clusters Score -3089624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3089655.250000 Penalty: 5107.754395
	Iteration 32Q: 3 clusters Score -3089655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3089663.500000 Penalty: 5107.754395
	Iteration 33Q: 3 clusters Score -3089664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3089684.250000 Penalty: 5107.754395
	Iteration 34Q: 3 clusters Score -3089684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3089679.750000 Penalty: 5107.754395
	Iteration 35Q: 3 clusters Score -3089680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3089694.250000 Penalty: 5107.754395
	Iteration 36Q: 3 clusters Score -3089694 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3089704.500000 Penalty: 5107.754395
	Iteration 37Q: 3 clusters Score -3089704 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3089708.500000 Penalty: 5107.754395
	Iteration 38Q: 3 clusters Score -3089708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3089728.250000 Penalty: 5107.754395
	Iteration 39Q: 3 clusters Score -3089728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3089740.250000 Penalty: 5107.754395
	Iteration 40F: 3 clusters Score -3089740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3089766.250000 Penalty: 5107.754395
	Iteration 41Q: 3 clusters Score -3089766 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3089795.000000 Penalty: 5107.754395
	Iteration 42Q: 3 clusters Score -3089795 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3089831.250000 Penalty: 5107.754395
	Iteration 43Q: 3 clusters Score -3089831 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3089888.750000 Penalty: 5107.754395
	Iteration 44Q: 3 clusters Score -3089889 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3089985.000000 Penalty: 5107.754395
	Iteration 45Q: 3 clusters Score -3089985 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3090109.250000 Penalty: 5107.754395
	Iteration 46Q: 3 clusters Score -3090109 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3090238.000000 Penalty: 5107.754395
	Iteration 47Q: 3 clusters Score -3090238 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3090359.750000 Penalty: 5107.754395
	Iteration 48Q: 3 clusters Score -3090360 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3090490.000000 Penalty: 5107.754395
	Iteration 49Q: 3 clusters Score -3090490 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3090577.500000 Penalty: 5107.754395
	Iteration 50Q: 3 clusters Score -3090578 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3090659.500000 Penalty: 5107.754395
	Iteration 51Q: 3 clusters Score -3090660 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3090696.250000 Penalty: 5107.754395
	Iteration 52Q: 3 clusters Score -3090696 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3090723.500000 Penalty: 5107.754395
	Iteration 53Q: 3 clusters Score -3090724 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3090745.250000 Penalty: 5107.754395
	Iteration 54Q: 3 clusters Score -3090745 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3090766.750000 Penalty: 5107.754395
	Iteration 55Q: 3 clusters Score -3090767 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3090778.500000 Penalty: 5107.754395
	Iteration 56Q: 3 clusters Score -3090778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3090776.250000 Penalty: 5107.754395
	Iteration 57Q: 3 clusters Score -3090776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3090792.500000 Penalty: 5107.754395
	Iteration 58Q: 3 clusters Score -3090792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3090785.250000 Penalty: 5107.754395
	Iteration 59Q: 3 clusters Score -3090785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3090786.000000 Penalty: 5107.754395
	Iteration 60F: 3 clusters Score -3090786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3090797.500000 Penalty: 5107.754395
	Iteration 61Q: 3 clusters Score -3090798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3090797.000000 Penalty: 5107.754395
	Iteration 62Q: 3 clusters Score -3090797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3090798.000000 Penalty: 5107.754395
	Iteration 63Q: 3 clusters Score -3090798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3090800.500000 Penalty: 5107.754395
	Iteration 64Q: 3 clusters Score -3090800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3090805.250000 Penalty: 5107.754395
	Iteration 65Q: 3 clusters Score -3090805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3090808.500000 Penalty: 5107.754395
	Iteration 66Q: 3 clusters Score -3090808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3090814.000000 Penalty: 5107.754395
	Iteration 67Q: 3 clusters Score -3090814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3090817.250000 Penalty: 5107.754395
	Iteration 68Q: 3 clusters Score -3090817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3090818.750000 Penalty: 5107.754395
	Iteration 69Q: 3 clusters Score -3090819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3090822.750000 Penalty: 5107.754395
	Iteration 70Q: 3 clusters Score -3090823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3090816.500000 Penalty: 5107.754395
	Iteration 71Q: 3 clusters Score -3090816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3090826.500000 Penalty: 5107.754395
	Iteration 72Q: 3 clusters Score -3090826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3090820.750000 Penalty: 5107.754395
	Iteration 73Q: 3 clusters Score -3090821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3090819.750000 Penalty: 5107.754395
	Iteration 74Q: 3 clusters Score -3090820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3090823.750000 Penalty: 5107.754395
	Iteration 75Q: 3 clusters Score -3090824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3090818.750000 Penalty: 5107.754395
	Iteration 76Q: 3 clusters Score -3090819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3090820.500000 Penalty: 5107.754395
	Iteration 77Q: 3 clusters Score -3090820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3090820.500000 Penalty: 5107.754395
	Iteration 78Q: 3 clusters Score -3090820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3090823.500000 Penalty: 5107.754395
	Iteration 79Q: 3 clusters Score -3090824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3090829.750000 Penalty: 5107.754395
	Iteration 80F: 3 clusters Score -3090830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3090833.500000 Penalty: 5107.754395
	Iteration 81Q: 3 clusters Score -3090834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3090831.000000 Penalty: 5107.754395
	Iteration 82Q: 3 clusters Score -3090831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3090832.250000 Penalty: 5107.754395
	Iteration 83Q: 3 clusters Score -3090832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3090833.000000 Penalty: 5107.754395
	Iteration 84Q: 3 clusters Score -3090833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3090835.750000 Penalty: 5107.754395
	Iteration 85Q: 3 clusters Score -3090836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3090841.750000 Penalty: 5107.754395
	Iteration 86Q: 3 clusters Score -3090842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3090843.500000 Penalty: 5107.754395
	Iteration 87Q: 3 clusters Score -3090844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3090844.250000 Penalty: 5107.754395
	Iteration 88Q: 3 clusters Score -3090844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3090846.500000 Penalty: 5107.754395
	Iteration 89Q: 3 clusters Score -3090846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3090847.250000 Penalty: 5107.754395
	Iteration 90Q: 3 clusters Score -3090847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3090849.750000 Penalty: 5107.754395
	Iteration 91Q: 3 clusters Score -3090850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3090845.500000 Penalty: 5107.754395
	Iteration 92Q: 3 clusters Score -3090846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3090845.750000 Penalty: 5107.754395
	Iteration 93Q: 3 clusters Score -3090846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3090845.750000 Penalty: 5107.754395
	Iteration 94Q: 3 clusters Score -3090846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3090845.750000 Penalty: 5107.754395
	Iteration 95F: 3 clusters Score -3090846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -817389.750000 Penalty: 2215.973633
	Iteration 0F: 2 clusters Score -817389.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -811248.687500 Penalty: 4431.947266
	Iteration 0F: 3 clusters Score -811248.7 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -812957.250000 Penalty: 4431.947266
	Iteration 1F: 3 clusters Score -812957.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -813227.812500 Penalty: 4431.947266
	Iteration 2F: 3 clusters Score -813227.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -813424.062500 Penalty: 4431.947266
	Iteration 3F: 3 clusters Score -813424.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -813610.312500 Penalty: 4431.947266
	Iteration 4Q: 3 clusters Score -813610.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -813797.812500 Penalty: 4431.947266
	Iteration 5Q: 3 clusters Score -813797.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -813971.187500 Penalty: 4431.947266
	Iteration 6Q: 3 clusters Score -813971.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -814158.312500 Penalty: 4431.947266
	Iteration 7Q: 3 clusters Score -814158.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -814330.312500 Penalty: 4431.947266
	Iteration 8Q: 3 clusters Score -814330.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -814513.312500 Penalty: 4431.947266
	Iteration 9Q: 3 clusters Score -814513.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -814673.875000 Penalty: 4431.947266
	Iteration 10Q: 3 clusters Score -814673.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -814817.312500 Penalty: 4431.947266
	Iteration 11Q: 3 clusters Score -814817.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -814973.000000 Penalty: 4431.947266
	Iteration 12Q: 3 clusters Score -814973 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -815113.062500 Penalty: 4431.947266
	Iteration 13Q: 3 clusters Score -815113.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -815215.437500 Penalty: 4431.947266
	Iteration 14Q: 3 clusters Score -815215.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -815293.312500 Penalty: 4431.947266
	Iteration 15Q: 3 clusters Score -815293.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -815355.500000 Penalty: 4431.947266
	Iteration 16Q: 3 clusters Score -815355.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -815403.312500 Penalty: 4431.947266
	Iteration 17Q: 3 clusters Score -815403.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -815442.812500 Penalty: 4431.947266
	Iteration 18Q: 3 clusters Score -815442.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -815475.500000 Penalty: 4431.947266
	Iteration 19Q: 3 clusters Score -815475.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -815499.750000 Penalty: 4431.947266
	Iteration 20F: 3 clusters Score -815499.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -815516.187500 Penalty: 4431.947266
	Iteration 21Q: 3 clusters Score -815516.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -815525.437500 Penalty: 4431.947266
	Iteration 22Q: 3 clusters Score -815525.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -815539.000000 Penalty: 4431.947266
	Iteration 23Q: 3 clusters Score -815539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -815542.500000 Penalty: 4431.947266
	Iteration 24Q: 3 clusters Score -815542.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -815547.875000 Penalty: 4431.947266
	Iteration 25Q: 3 clusters Score -815547.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -815550.500000 Penalty: 4431.947266
	Iteration 26Q: 3 clusters Score -815550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -815552.875000 Penalty: 4431.947266
	Iteration 27Q: 3 clusters Score -815552.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -815558.375000 Penalty: 4431.947266
	Iteration 28Q: 3 clusters Score -815558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -815562.125000 Penalty: 4431.947266
	Iteration 29Q: 3 clusters Score -815562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -815564.500000 Penalty: 4431.947266
	Iteration 30Q: 3 clusters Score -815564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -815566.750000 Penalty: 4431.947266
	Iteration 31Q: 3 clusters Score -815566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -815566.937500 Penalty: 4431.947266
	Iteration 32Q: 3 clusters Score -815566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -815567.437500 Penalty: 4431.947266
	Iteration 33Q: 3 clusters Score -815567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -815567.437500 Penalty: 4431.947266
	Iteration 34Q: 3 clusters Score -815567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -815569.000000 Penalty: 4431.947266
	Iteration 35Q: 3 clusters Score -815569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -815568.937500 Penalty: 4431.947266
	Iteration 36Q: 3 clusters Score -815568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -815569.125000 Penalty: 4431.947266
	Iteration 37Q: 3 clusters Score -815569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -815569.125000 Penalty: 4431.947266
	Iteration 38Q: 3 clusters Score -815569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -815569.125000 Penalty: 4431.947266
	Iteration 39F: 3 clusters Score -815569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -523125.156250 Penalty: 2095.596191
	Iteration 0F: 2 clusters Score -523125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -518832.531250 Penalty: 4191.192383
	Iteration 0F: 3 clusters Score -518832.5 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -519846.781250 Penalty: 4191.192383
	Iteration 1F: 3 clusters Score -519846.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -520041.781250 Penalty: 4191.192383
	Iteration 2F: 3 clusters Score -520041.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -520185.906250 Penalty: 4191.192383
	Iteration 3Q: 3 clusters Score -520185.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -520325.531250 Penalty: 4191.192383
	Iteration 4Q: 3 clusters Score -520325.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -520431.875000 Penalty: 4191.192383
	Iteration 5Q: 3 clusters Score -520431.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -520543.937500 Penalty: 4191.192383
	Iteration 6Q: 3 clusters Score -520543.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -520638.187500 Penalty: 4191.192383
	Iteration 7Q: 3 clusters Score -520638.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -520721.906250 Penalty: 4191.192383
	Iteration 8Q: 3 clusters Score -520721.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -520800.062500 Penalty: 4191.192383
	Iteration 9Q: 3 clusters Score -520800.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -520877.187500 Penalty: 4191.192383
	Iteration 10Q: 3 clusters Score -520877.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -520944.281250 Penalty: 4191.192383
	Iteration 11Q: 3 clusters Score -520944.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -521012.562500 Penalty: 4191.192383
	Iteration 12Q: 3 clusters Score -521012.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -521084.812500 Penalty: 4191.192383
	Iteration 13Q: 3 clusters Score -521084.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -521138.218750 Penalty: 4191.192383
	Iteration 14Q: 3 clusters Score -521138.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -521184.687500 Penalty: 4191.192383
	Iteration 15Q: 3 clusters Score -521184.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -521223.812500 Penalty: 4191.192383
	Iteration 16Q: 3 clusters Score -521223.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -521257.093750 Penalty: 4191.192383
	Iteration 17Q: 3 clusters Score -521257.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -521288.468750 Penalty: 4191.192383
	Iteration 18Q: 3 clusters Score -521288.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -521318.656250 Penalty: 4191.192383
	Iteration 19Q: 3 clusters Score -521318.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -521343.843750 Penalty: 4191.192383
	Iteration 20F: 3 clusters Score -521343.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -521375.343750 Penalty: 4191.192383
	Iteration 21Q: 3 clusters Score -521375.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -521405.093750 Penalty: 4191.192383
	Iteration 22Q: 3 clusters Score -521405.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -521428.906250 Penalty: 4191.192383
	Iteration 23Q: 3 clusters Score -521428.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -521438.968750 Penalty: 4191.192383
	Iteration 24Q: 3 clusters Score -521439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -521452.093750 Penalty: 4191.192383
	Iteration 25Q: 3 clusters Score -521452.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -521460.781250 Penalty: 4191.192383
	Iteration 26Q: 3 clusters Score -521460.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -521469.687500 Penalty: 4191.192383
	Iteration 27Q: 3 clusters Score -521469.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -521479.156250 Penalty: 4191.192383
	Iteration 28Q: 3 clusters Score -521479.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -521486.187500 Penalty: 4191.192383
	Iteration 29Q: 3 clusters Score -521486.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -521495.343750 Penalty: 4191.192383
	Iteration 30Q: 3 clusters Score -521495.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -521504.656250 Penalty: 4191.192383
	Iteration 31Q: 3 clusters Score -521504.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -521508.093750 Penalty: 4191.192383
	Iteration 32Q: 3 clusters Score -521508.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -521513.937500 Penalty: 4191.192383
	Iteration 33Q: 3 clusters Score -521513.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -521519.343750 Penalty: 4191.192383
	Iteration 34Q: 3 clusters Score -521519.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -521523.812500 Penalty: 4191.192383
	Iteration 35Q: 3 clusters Score -521523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -521527.437500 Penalty: 4191.192383
	Iteration 36Q: 3 clusters Score -521527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -521531.125000 Penalty: 4191.192383
	Iteration 37Q: 3 clusters Score -521531.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -521535.000000 Penalty: 4191.192383
	Iteration 38Q: 3 clusters Score -521535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -521540.312500 Penalty: 4191.192383
	Iteration 39Q: 3 clusters Score -521540.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -521544.781250 Penalty: 4191.192383
	Iteration 40F: 3 clusters Score -521544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -521550.218750 Penalty: 4191.192383
	Iteration 41Q: 3 clusters Score -521550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -521556.187500 Penalty: 4191.192383
	Iteration 42Q: 3 clusters Score -521556.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -521562.562500 Penalty: 4191.192383
	Iteration 43Q: 3 clusters Score -521562.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -521570.062500 Penalty: 4191.192383
	Iteration 44Q: 3 clusters Score -521570.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -521577.937500 Penalty: 4191.192383
	Iteration 45Q: 3 clusters Score -521577.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -521589.250000 Penalty: 4191.192383
	Iteration 46Q: 3 clusters Score -521589.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -521594.156250 Penalty: 4191.192383
	Iteration 47Q: 3 clusters Score -521594.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -521598.125000 Penalty: 4191.192383
	Iteration 48Q: 3 clusters Score -521598.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -521604.531250 Penalty: 4191.192383
	Iteration 49Q: 3 clusters Score -521604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -521607.593750 Penalty: 4191.192383
	Iteration 50Q: 3 clusters Score -521607.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -521612.625000 Penalty: 4191.192383
	Iteration 51Q: 3 clusters Score -521612.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -521617.093750 Penalty: 4191.192383
	Iteration 52Q: 3 clusters Score -521617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -521622.031250 Penalty: 4191.192383
	Iteration 53Q: 3 clusters Score -521622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -521627.906250 Penalty: 4191.192383
	Iteration 54Q: 3 clusters Score -521627.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -521634.281250 Penalty: 4191.192383
	Iteration 55Q: 3 clusters Score -521634.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -521639.406250 Penalty: 4191.192383
	Iteration 56Q: 3 clusters Score -521639.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -521644.343750 Penalty: 4191.192383
	Iteration 57Q: 3 clusters Score -521644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -521646.843750 Penalty: 4191.192383
	Iteration 58Q: 3 clusters Score -521646.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -521649.406250 Penalty: 4191.192383
	Iteration 59Q: 3 clusters Score -521649.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -521653.937500 Penalty: 4191.192383
	Iteration 60F: 3 clusters Score -521653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -521656.968750 Penalty: 4191.192383
	Iteration 61Q: 3 clusters Score -521657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -521660.625000 Penalty: 4191.192383
	Iteration 62Q: 3 clusters Score -521660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -521662.000000 Penalty: 4191.192383
	Iteration 63Q: 3 clusters Score -521662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -521665.031250 Penalty: 4191.192383
	Iteration 64Q: 3 clusters Score -521665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -521666.812500 Penalty: 4191.192383
	Iteration 65Q: 3 clusters Score -521666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -521669.093750 Penalty: 4191.192383
	Iteration 66Q: 3 clusters Score -521669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -521670.281250 Penalty: 4191.192383
	Iteration 67Q: 3 clusters Score -521670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -521670.906250 Penalty: 4191.192383
	Iteration 68Q: 3 clusters Score -521670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -521672.125000 Penalty: 4191.192383
	Iteration 69Q: 3 clusters Score -521672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -521672.218750 Penalty: 4191.192383
	Iteration 70Q: 3 clusters Score -521672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -521672.281250 Penalty: 4191.192383
	Iteration 71Q: 3 clusters Score -521672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -521673.156250 Penalty: 4191.192383
	Iteration 72Q: 3 clusters Score -521673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -521674.281250 Penalty: 4191.192383
	Iteration 73Q: 3 clusters Score -521674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -521673.875000 Penalty: 4191.192383
	Iteration 74Q: 3 clusters Score -521673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -521673.968750 Penalty: 4191.192383
	Iteration 75Q: 3 clusters Score -521674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -521673.968750 Penalty: 4191.192383
	Iteration 76F: 3 clusters Score -521674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -1741111.500000 Penalty: 2390.649902
	Iteration 0F: 2 clusters Score -1741112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1730015.125000 Penalty: 4781.299805
	Iteration 0F: 3 clusters Score -1730015 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1733547.625000 Penalty: 4781.299805
	Iteration 1F: 3 clusters Score -1733548 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1733926.750000 Penalty: 4781.299805
	Iteration 2F: 3 clusters Score -1733927 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1734269.125000 Penalty: 4781.299805
	Iteration 3Q: 3 clusters Score -1734269 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1734647.250000 Penalty: 4781.299805
	Iteration 4Q: 3 clusters Score -1734647 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1735063.375000 Penalty: 4781.299805
	Iteration 5Q: 3 clusters Score -1735063 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1735615.125000 Penalty: 4781.299805
	Iteration 6F: 3 clusters Score -1735615 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1736312.375000 Penalty: 4781.299805
	Iteration 7F: 3 clusters Score -1736312 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1737038.500000 Penalty: 4781.299805
	Iteration 8F: 3 clusters Score -1737038 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1737764.375000 Penalty: 4781.299805
	Iteration 9F: 3 clusters Score -1737764 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1738491.750000 Penalty: 4781.299805
	Iteration 10Q: 3 clusters Score -1738492 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1739178.000000 Penalty: 4781.299805
	Iteration 11Q: 3 clusters Score -1739178 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1739643.375000 Penalty: 4781.299805
	Iteration 12Q: 3 clusters Score -1739643 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1739979.125000 Penalty: 4781.299805
	Iteration 13Q: 3 clusters Score -1739979 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1740275.250000 Penalty: 4781.299805
	Iteration 14Q: 3 clusters Score -1740275 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1740579.500000 Penalty: 4781.299805
	Iteration 15Q: 3 clusters Score -1740580 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1740699.125000 Penalty: 4781.299805
	Iteration 16Q: 3 clusters Score -1740699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1740738.625000 Penalty: 4781.299805
	Iteration 17Q: 3 clusters Score -1740739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1740755.250000 Penalty: 4781.299805
	Iteration 18Q: 3 clusters Score -1740755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1740766.875000 Penalty: 4781.299805
	Iteration 19Q: 3 clusters Score -1740767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1740770.250000 Penalty: 4781.299805
	Iteration 20F: 3 clusters Score -1740770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1740776.250000 Penalty: 4781.299805
	Iteration 21Q: 3 clusters Score -1740776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1740779.625000 Penalty: 4781.299805
	Iteration 22Q: 3 clusters Score -1740780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1740784.750000 Penalty: 4781.299805
	Iteration 23Q: 3 clusters Score -1740785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1740788.250000 Penalty: 4781.299805
	Iteration 24Q: 3 clusters Score -1740788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1740786.750000 Penalty: 4781.299805
	Iteration 25Q: 3 clusters Score -1740787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1740786.000000 Penalty: 4781.299805
	Iteration 26Q: 3 clusters Score -1740786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1740785.375000 Penalty: 4781.299805
	Iteration 27Q: 3 clusters Score -1740785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1740783.375000 Penalty: 4781.299805
	Iteration 28Q: 3 clusters Score -1740783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1740783.750000 Penalty: 4781.299805
	Iteration 29Q: 3 clusters Score -1740784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1740785.375000 Penalty: 4781.299805
	Iteration 30Q: 3 clusters Score -1740785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1740785.125000 Penalty: 4781.299805
	Iteration 31Q: 3 clusters Score -1740785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1740785.125000 Penalty: 4781.299805
	Iteration 32F: 3 clusters Score -1740785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -34203.605469 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -34203.61 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 191 members 
Entering Unmasked Estep 
Score: -32932.468750 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -32932.47 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33119.054688 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -33119.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33201.714844 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -33201.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33310.300781 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -33310.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33374.953125 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -33374.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33384.371094 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -33384.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33388.507812 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -33388.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33390.246094 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -33390.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33390.246094 Penalty: 2933.097656
	Iteration 8F: 3 clusters Score -33390.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -483673.687500 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -483673.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -479460.718750 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -479460.7 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -480427.843750 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -480427.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -480712.187500 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -480712.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -480932.687500 Penalty: 4181.442383
	Iteration 3F: 3 clusters Score -480932.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -481152.906250 Penalty: 4181.442383
	Iteration 4F: 3 clusters Score -481152.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -481395.687500 Penalty: 4181.442383
	Iteration 5F: 3 clusters Score -481395.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -481681.250000 Penalty: 4181.442383
	Iteration 6F: 3 clusters Score -481681.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -482025.781250 Penalty: 4181.442383
	Iteration 7F: 3 clusters Score -482025.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -482393.000000 Penalty: 4181.442383
	Iteration 8F: 3 clusters Score -482393 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -482623.375000 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -482623.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -482719.718750 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -482719.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -482770.875000 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -482770.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -482802.281250 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -482802.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -482825.093750 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -482825.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -482842.687500 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -482842.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -482854.375000 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -482854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -482857.312500 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -482857.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -482858.625000 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -482858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -482859.750000 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -482859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -482860.562500 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -482860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -482860.406250 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -482860.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -651082.937500 Penalty: 2157.024414
	Iteration 0F: 2 clusters Score -651082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -645895.125000 Penalty: 4314.048828
	Iteration 0F: 3 clusters Score -645895.1 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -647241.062500 Penalty: 4314.048828
	Iteration 1F: 3 clusters Score -647241.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -647550.812500 Penalty: 4314.048828
	Iteration 2F: 3 clusters Score -647550.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -647781.750000 Penalty: 4314.048828
	Iteration 3F: 3 clusters Score -647781.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -647942.250000 Penalty: 4314.048828
	Iteration 4Q: 3 clusters Score -647942.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -648065.875000 Penalty: 4314.048828
	Iteration 5Q: 3 clusters Score -648065.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -648200.625000 Penalty: 4314.048828
	Iteration 6Q: 3 clusters Score -648200.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -648329.312500 Penalty: 4314.048828
	Iteration 7Q: 3 clusters Score -648329.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -648471.937500 Penalty: 4314.048828
	Iteration 8Q: 3 clusters Score -648471.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -648616.500000 Penalty: 4314.048828
	Iteration 9Q: 3 clusters Score -648616.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -648761.312500 Penalty: 4314.048828
	Iteration 10Q: 3 clusters Score -648761.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -648883.125000 Penalty: 4314.048828
	Iteration 11Q: 3 clusters Score -648883.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -648977.312500 Penalty: 4314.048828
	Iteration 12Q: 3 clusters Score -648977.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -649070.250000 Penalty: 4314.048828
	Iteration 13Q: 3 clusters Score -649070.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -649155.375000 Penalty: 4314.048828
	Iteration 14Q: 3 clusters Score -649155.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -649216.312500 Penalty: 4314.048828
	Iteration 15Q: 3 clusters Score -649216.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -649269.000000 Penalty: 4314.048828
	Iteration 16Q: 3 clusters Score -649269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -649308.500000 Penalty: 4314.048828
	Iteration 17Q: 3 clusters Score -649308.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -649340.937500 Penalty: 4314.048828
	Iteration 18Q: 3 clusters Score -649340.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -649362.875000 Penalty: 4314.048828
	Iteration 19Q: 3 clusters Score -649362.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -649381.500000 Penalty: 4314.048828
	Iteration 20F: 3 clusters Score -649381.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -649391.812500 Penalty: 4314.048828
	Iteration 21Q: 3 clusters Score -649391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -649399.062500 Penalty: 4314.048828
	Iteration 22Q: 3 clusters Score -649399.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -649404.937500 Penalty: 4314.048828
	Iteration 23Q: 3 clusters Score -649404.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -649415.437500 Penalty: 4314.048828
	Iteration 24Q: 3 clusters Score -649415.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -649419.625000 Penalty: 4314.048828
	Iteration 25Q: 3 clusters Score -649419.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -649426.625000 Penalty: 4314.048828
	Iteration 26Q: 3 clusters Score -649426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -649425.812500 Penalty: 4314.048828
	Iteration 27Q: 3 clusters Score -649425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -649425.625000 Penalty: 4314.048828
	Iteration 28Q: 3 clusters Score -649425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -649425.625000 Penalty: 4314.048828
	Iteration 29F: 3 clusters Score -649425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 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 180 members 
Entering Unmasked Estep 
Score: -36498.464844 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36498.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36652.425781 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36652.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36695.347656 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36695.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36702.476562 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -36702.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36702.476562 Penalty: 2920.883301
	Iteration 4F: 3 clusters Score -36702.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Entering Unmasked Estep 
Score: -1321335.250000 Penalty: 2324.517578
	Iteration 0F: 2 clusters Score -1321335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1312545.750000 Penalty: 4649.035156
	Iteration 0F: 3 clusters Score -1312546 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1315367.125000 Penalty: 4649.035156
	Iteration 1F: 3 clusters Score -1315367 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1315841.875000 Penalty: 4649.035156
	Iteration 2F: 3 clusters Score -1315842 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1316300.750000 Penalty: 4649.035156
	Iteration 3F: 3 clusters Score -1316301 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1316755.375000 Penalty: 4649.035156
	Iteration 4F: 3 clusters Score -1316755 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1317231.000000 Penalty: 4649.035156
	Iteration 5F: 3 clusters Score -1317231 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1317674.750000 Penalty: 4649.035156
	Iteration 6F: 3 clusters Score -1317675 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1318114.000000 Penalty: 4649.035156
	Iteration 7F: 3 clusters Score -1318114 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1318574.000000 Penalty: 4649.035156
	Iteration 8Q: 3 clusters Score -1318574 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1319021.125000 Penalty: 4649.035156
	Iteration 9Q: 3 clusters Score -1319021 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1319436.375000 Penalty: 4649.035156
	Iteration 10Q: 3 clusters Score -1319436 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1319872.500000 Penalty: 4649.035156
	Iteration 11Q: 3 clusters Score -1319872 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1320273.250000 Penalty: 4649.035156
	Iteration 12Q: 3 clusters Score -1320273 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1320639.250000 Penalty: 4649.035156
	Iteration 13Q: 3 clusters Score -1320639 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1320858.625000 Penalty: 4649.035156
	Iteration 14Q: 3 clusters Score -1320859 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1320945.125000 Penalty: 4649.035156
	Iteration 15Q: 3 clusters Score -1320945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1320972.000000 Penalty: 4649.035156
	Iteration 16Q: 3 clusters Score -1320972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1320981.875000 Penalty: 4649.035156
	Iteration 17Q: 3 clusters Score -1320982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1320989.875000 Penalty: 4649.035156
	Iteration 18Q: 3 clusters Score -1320990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1320994.625000 Penalty: 4649.035156
	Iteration 19Q: 3 clusters Score -1320995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1320992.875000 Penalty: 4649.035156
	Iteration 20F: 3 clusters Score -1320993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1320991.125000 Penalty: 4649.035156
	Iteration 21Q: 3 clusters Score -1320991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1320992.625000 Penalty: 4649.035156
	Iteration 22Q: 3 clusters Score -1320993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1320996.625000 Penalty: 4649.035156
	Iteration 23Q: 3 clusters Score -1320997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1320996.000000 Penalty: 4649.035156
	Iteration 24Q: 3 clusters Score -1320996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1320996.000000 Penalty: 4649.035156
	Iteration 25F: 3 clusters Score -1320996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -476068.312500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -476068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -471879.968750 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -471880 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -472864.562500 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -472864.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -473140.062500 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -473140.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -473372.562500 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -473372.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -473639.750000 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -473639.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -473973.562500 Penalty: 4168.062988
	Iteration 5F: 3 clusters Score -473973.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -474302.843750 Penalty: 4168.062988
	Iteration 6F: 3 clusters Score -474302.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -474543.625000 Penalty: 4168.062988
	Iteration 7F: 3 clusters Score -474543.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -474688.562500 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -474688.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -474777.718750 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -474777.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -474825.531250 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -474825.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -474860.156250 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -474860.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -474885.031250 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -474885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -474906.062500 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -474906.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -474921.781250 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -474921.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -474937.625000 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -474937.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -474949.937500 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -474949.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -474958.312500 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -474958.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -474961.312500 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -474961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -474962.656250 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -474962.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -474964.000000 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -474964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -474963.218750 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -474963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -474964.125000 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -474964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -474964.531250 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -474964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -474965.062500 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -474965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -474965.062500 Penalty: 4168.062988
	Iteration 25F: 3 clusters Score -474965.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -833910.937500 Penalty: 2210.827393
	Iteration 0F: 2 clusters Score -833910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -827819.562500 Penalty: 4421.654785
	Iteration 0F: 3 clusters Score -827819.6 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -829487.375000 Penalty: 4421.654785
	Iteration 1F: 3 clusters Score -829487.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -829754.500000 Penalty: 4421.654785
	Iteration 2F: 3 clusters Score -829754.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -829921.500000 Penalty: 4421.654785
	Iteration 3F: 3 clusters Score -829921.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -830027.687500 Penalty: 4421.654785
	Iteration 4Q: 3 clusters Score -830027.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -830100.187500 Penalty: 4421.654785
	Iteration 5Q: 3 clusters Score -830100.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -830163.125000 Penalty: 4421.654785
	Iteration 6Q: 3 clusters Score -830163.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -830230.125000 Penalty: 4421.654785
	Iteration 7Q: 3 clusters Score -830230.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -830305.062500 Penalty: 4421.654785
	Iteration 8Q: 3 clusters Score -830305.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -830375.250000 Penalty: 4421.654785
	Iteration 9Q: 3 clusters Score -830375.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -830473.000000 Penalty: 4421.654785
	Iteration 10Q: 3 clusters Score -830473 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -830614.187500 Penalty: 4421.654785
	Iteration 11Q: 3 clusters Score -830614.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -830867.562500 Penalty: 4421.654785
	Iteration 12Q: 3 clusters Score -830867.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -831149.375000 Penalty: 4421.654785
	Iteration 13Q: 3 clusters Score -831149.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -831439.500000 Penalty: 4421.654785
	Iteration 14Q: 3 clusters Score -831439.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -831666.750000 Penalty: 4421.654785
	Iteration 15Q: 3 clusters Score -831666.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -831837.000000 Penalty: 4421.654785
	Iteration 16Q: 3 clusters Score -831837 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -831982.312500 Penalty: 4421.654785
	Iteration 17Q: 3 clusters Score -831982.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -832114.687500 Penalty: 4421.654785
	Iteration 18Q: 3 clusters Score -832114.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -832225.000000 Penalty: 4421.654785
	Iteration 19Q: 3 clusters Score -832225 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -832309.375000 Penalty: 4421.654785
	Iteration 20F: 3 clusters Score -832309.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -832363.000000 Penalty: 4421.654785
	Iteration 21Q: 3 clusters Score -832363 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -832402.187500 Penalty: 4421.654785
	Iteration 22Q: 3 clusters Score -832402.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -832438.375000 Penalty: 4421.654785
	Iteration 23Q: 3 clusters Score -832438.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -832465.437500 Penalty: 4421.654785
	Iteration 24Q: 3 clusters Score -832465.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -832482.375000 Penalty: 4421.654785
	Iteration 25Q: 3 clusters Score -832482.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -832499.750000 Penalty: 4421.654785
	Iteration 26Q: 3 clusters Score -832499.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -832510.187500 Penalty: 4421.654785
	Iteration 27Q: 3 clusters Score -832510.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -832516.125000 Penalty: 4421.654785
	Iteration 28Q: 3 clusters Score -832516.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -832521.625000 Penalty: 4421.654785
	Iteration 29Q: 3 clusters Score -832521.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -832525.000000 Penalty: 4421.654785
	Iteration 30Q: 3 clusters Score -832525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -832526.125000 Penalty: 4421.654785
	Iteration 31Q: 3 clusters Score -832526.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -832530.125000 Penalty: 4421.654785
	Iteration 32Q: 3 clusters Score -832530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -832531.250000 Penalty: 4421.654785
	Iteration 33Q: 3 clusters Score -832531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -832534.625000 Penalty: 4421.654785
	Iteration 34Q: 3 clusters Score -832534.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -832536.562500 Penalty: 4421.654785
	Iteration 35Q: 3 clusters Score -832536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -832537.687500 Penalty: 4421.654785
	Iteration 36Q: 3 clusters Score -832537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -832538.000000 Penalty: 4421.654785
	Iteration 37Q: 3 clusters Score -832538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -832539.375000 Penalty: 4421.654785
	Iteration 38Q: 3 clusters Score -832539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -832538.312500 Penalty: 4421.654785
	Iteration 39Q: 3 clusters Score -832538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -832538.937500 Penalty: 4421.654785
	Iteration 40F: 3 clusters Score -832538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -832539.687500 Penalty: 4421.654785
	Iteration 41Q: 3 clusters Score -832539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -832538.875000 Penalty: 4421.654785
	Iteration 42Q: 3 clusters Score -832538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -832539.875000 Penalty: 4421.654785
	Iteration 43Q: 3 clusters Score -832539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -832540.562500 Penalty: 4421.654785
	Iteration 44Q: 3 clusters Score -832540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -832540.562500 Penalty: 4421.654785
	Iteration 45Q: 3 clusters Score -832540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -832544.625000 Penalty: 4421.654785
	Iteration 46Q: 3 clusters Score -832544.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -832548.750000 Penalty: 4421.654785
	Iteration 47Q: 3 clusters Score -832548.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -832548.812500 Penalty: 4421.654785
	Iteration 48Q: 3 clusters Score -832548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -832550.562500 Penalty: 4421.654785
	Iteration 49Q: 3 clusters Score -832550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -832552.625000 Penalty: 4421.654785
	Iteration 50Q: 3 clusters Score -832552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -832552.250000 Penalty: 4421.654785
	Iteration 51Q: 3 clusters Score -832552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -832552.687500 Penalty: 4421.654785
	Iteration 52Q: 3 clusters Score -832552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -832554.500000 Penalty: 4421.654785
	Iteration 53Q: 3 clusters Score -832554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -832557.000000 Penalty: 4421.654785
	Iteration 54Q: 3 clusters Score -832557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -832556.625000 Penalty: 4421.654785
	Iteration 55Q: 3 clusters Score -832556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -832557.437500 Penalty: 4421.654785
	Iteration 56Q: 3 clusters Score -832557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -832557.750000 Penalty: 4421.654785
	Iteration 57Q: 3 clusters Score -832557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -832556.312500 Penalty: 4421.654785
	Iteration 58Q: 3 clusters Score -832556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -832555.937500 Penalty: 4421.654785
	Iteration 59Q: 3 clusters Score -832555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -832555.062500 Penalty: 4421.654785
	Iteration 60F: 3 clusters Score -832555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -832555.500000 Penalty: 4421.654785
	Iteration 61Q: 3 clusters Score -832555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -832559.125000 Penalty: 4421.654785
	Iteration 62Q: 3 clusters Score -832559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -832559.000000 Penalty: 4421.654785
	Iteration 63Q: 3 clusters Score -832559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -832558.125000 Penalty: 4421.654785
	Iteration 64Q: 3 clusters Score -832558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -832560.437500 Penalty: 4421.654785
	Iteration 65Q: 3 clusters Score -832560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -832561.375000 Penalty: 4421.654785
	Iteration 66Q: 3 clusters Score -832561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -832561.437500 Penalty: 4421.654785
	Iteration 67Q: 3 clusters Score -832561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -832563.062500 Penalty: 4421.654785
	Iteration 68Q: 3 clusters Score -832563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -832563.062500 Penalty: 4421.654785
	Iteration 69F: 3 clusters Score -832563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -1462428.750000 Penalty: 2350.220947
	Iteration 0F: 2 clusters Score -1462429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1452826.625000 Penalty: 4700.441895
	Iteration 0F: 3 clusters Score -1452827 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1455858.125000 Penalty: 4700.441895
	Iteration 1F: 3 clusters Score -1455858 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1456297.875000 Penalty: 4700.441895
	Iteration 2F: 3 clusters Score -1456298 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1456657.500000 Penalty: 4700.441895
	Iteration 3F: 3 clusters Score -1456658 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1457005.500000 Penalty: 4700.441895
	Iteration 4F: 3 clusters Score -1457006 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1457371.375000 Penalty: 4700.441895
	Iteration 5Q: 3 clusters Score -1457371 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1457721.500000 Penalty: 4700.441895
	Iteration 6Q: 3 clusters Score -1457722 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1458040.500000 Penalty: 4700.441895
	Iteration 7Q: 3 clusters Score -1458040 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1458339.750000 Penalty: 4700.441895
	Iteration 8Q: 3 clusters Score -1458340 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1458604.125000 Penalty: 4700.441895
	Iteration 9Q: 3 clusters Score -1458604 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1458804.250000 Penalty: 4700.441895
	Iteration 10Q: 3 clusters Score -1458804 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1458972.125000 Penalty: 4700.441895
	Iteration 11Q: 3 clusters Score -1458972 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1459133.625000 Penalty: 4700.441895
	Iteration 12Q: 3 clusters Score -1459134 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1459288.500000 Penalty: 4700.441895
	Iteration 13Q: 3 clusters Score -1459288 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1459411.000000 Penalty: 4700.441895
	Iteration 14Q: 3 clusters Score -1459411 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1459516.625000 Penalty: 4700.441895
	Iteration 15Q: 3 clusters Score -1459517 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1459624.875000 Penalty: 4700.441895
	Iteration 16Q: 3 clusters Score -1459625 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1459714.625000 Penalty: 4700.441895
	Iteration 17Q: 3 clusters Score -1459715 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1459792.125000 Penalty: 4700.441895
	Iteration 18Q: 3 clusters Score -1459792 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1459845.125000 Penalty: 4700.441895
	Iteration 19Q: 3 clusters Score -1459845 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1459919.000000 Penalty: 4700.441895
	Iteration 20F: 3 clusters Score -1459919 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1459976.750000 Penalty: 4700.441895
	Iteration 21Q: 3 clusters Score -1459977 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1460048.000000 Penalty: 4700.441895
	Iteration 22Q: 3 clusters Score -1460048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1460109.375000 Penalty: 4700.441895
	Iteration 23Q: 3 clusters Score -1460109 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1460173.625000 Penalty: 4700.441895
	Iteration 24Q: 3 clusters Score -1460174 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1460239.750000 Penalty: 4700.441895
	Iteration 25Q: 3 clusters Score -1460240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1460323.250000 Penalty: 4700.441895
	Iteration 26Q: 3 clusters Score -1460323 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1460412.750000 Penalty: 4700.441895
	Iteration 27Q: 3 clusters Score -1460413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1460514.750000 Penalty: 4700.441895
	Iteration 28Q: 3 clusters Score -1460515 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1460617.625000 Penalty: 4700.441895
	Iteration 29Q: 3 clusters Score -1460618 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1460692.250000 Penalty: 4700.441895
	Iteration 30Q: 3 clusters Score -1460692 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1460770.750000 Penalty: 4700.441895
	Iteration 31Q: 3 clusters Score -1460771 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1460837.375000 Penalty: 4700.441895
	Iteration 32Q: 3 clusters Score -1460837 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1460879.375000 Penalty: 4700.441895
	Iteration 33Q: 3 clusters Score -1460879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1460923.875000 Penalty: 4700.441895
	Iteration 34Q: 3 clusters Score -1460924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1460946.625000 Penalty: 4700.441895
	Iteration 35Q: 3 clusters Score -1460947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1460962.625000 Penalty: 4700.441895
	Iteration 36Q: 3 clusters Score -1460963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1460975.250000 Penalty: 4700.441895
	Iteration 37Q: 3 clusters Score -1460975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1460981.000000 Penalty: 4700.441895
	Iteration 38Q: 3 clusters Score -1460981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1460982.250000 Penalty: 4700.441895
	Iteration 39Q: 3 clusters Score -1460982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1460987.250000 Penalty: 4700.441895
	Iteration 40F: 3 clusters Score -1460987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1460990.875000 Penalty: 4700.441895
	Iteration 41Q: 3 clusters Score -1460991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1460993.750000 Penalty: 4700.441895
	Iteration 42Q: 3 clusters Score -1460994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1460999.750000 Penalty: 4700.441895
	Iteration 43Q: 3 clusters Score -1461000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1460999.125000 Penalty: 4700.441895
	Iteration 44Q: 3 clusters Score -1460999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1460999.250000 Penalty: 4700.441895
	Iteration 45Q: 3 clusters Score -1460999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1460999.500000 Penalty: 4700.441895
	Iteration 46Q: 3 clusters Score -1461000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1460999.750000 Penalty: 4700.441895
	Iteration 47Q: 3 clusters Score -1461000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1461000.000000 Penalty: 4700.441895
	Iteration 48Q: 3 clusters Score -1461000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1460998.875000 Penalty: 4700.441895
	Iteration 49Q: 3 clusters Score -1460999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1460998.875000 Penalty: 4700.441895
	Iteration 50F: 3 clusters Score -1460999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -601974.125000 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -601974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -597074.625000 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -597074.6 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -598312.250000 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -598312.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -598581.625000 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -598581.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -598764.000000 Penalty: 4275.216797
	Iteration 3F: 3 clusters Score -598764 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -598901.375000 Penalty: 4275.216797
	Iteration 4Q: 3 clusters Score -598901.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -598995.062500 Penalty: 4275.216797
	Iteration 5Q: 3 clusters Score -598995.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -599063.687500 Penalty: 4275.216797
	Iteration 6Q: 3 clusters Score -599063.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -599122.937500 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -599122.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -599170.687500 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -599170.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -599208.062500 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -599208.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -599242.312500 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -599242.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -599271.375000 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -599271.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -599294.375000 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -599294.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -599313.062500 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -599313.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -599334.687500 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -599334.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -599359.687500 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -599359.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -599386.625000 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -599386.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -599402.375000 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -599402.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -599413.250000 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -599413.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -599424.250000 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -599424.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -599431.062500 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -599431.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -599437.437500 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -599437.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -599449.625000 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -599449.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -599468.562500 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -599468.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -599488.937500 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -599488.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -599512.187500 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -599512.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -599539.500000 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -599539.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -599568.687500 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -599568.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -599598.062500 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -599598.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -599636.562500 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -599636.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -599679.062500 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -599679.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -599725.375000 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -599725.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -599784.562500 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -599784.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -599855.937500 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -599855.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -599920.875000 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -599920.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -599990.500000 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -599990.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -600075.937500 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -600075.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -600180.125000 Penalty: 4275.216797
	Iteration 37Q: 3 clusters Score -600180.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -600308.187500 Penalty: 4275.216797
	Iteration 38Q: 3 clusters Score -600308.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -600434.812500 Penalty: 4275.216797
	Iteration 39Q: 3 clusters Score -600434.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -600568.312500 Penalty: 4275.216797
	Iteration 40F: 3 clusters Score -600568.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -600719.750000 Penalty: 4275.216797
	Iteration 41Q: 3 clusters Score -600719.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -600850.125000 Penalty: 4275.216797
	Iteration 42Q: 3 clusters Score -600850.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -600964.562500 Penalty: 4275.216797
	Iteration 43Q: 3 clusters Score -600964.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -601073.437500 Penalty: 4275.216797
	Iteration 44Q: 3 clusters Score -601073.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -601122.000000 Penalty: 4275.216797
	Iteration 45Q: 3 clusters Score -601122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -601149.937500 Penalty: 4275.216797
	Iteration 46Q: 3 clusters Score -601149.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -601165.937500 Penalty: 4275.216797
	Iteration 47Q: 3 clusters Score -601165.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -601171.625000 Penalty: 4275.216797
	Iteration 48Q: 3 clusters Score -601171.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -601178.500000 Penalty: 4275.216797
	Iteration 49Q: 3 clusters Score -601178.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -601187.250000 Penalty: 4275.216797
	Iteration 50Q: 3 clusters Score -601187.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -601193.062500 Penalty: 4275.216797
	Iteration 51Q: 3 clusters Score -601193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -601194.937500 Penalty: 4275.216797
	Iteration 52Q: 3 clusters Score -601194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -601198.000000 Penalty: 4275.216797
	Iteration 53Q: 3 clusters Score -601198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -601199.875000 Penalty: 4275.216797
	Iteration 54Q: 3 clusters Score -601199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -601199.937500 Penalty: 4275.216797
	Iteration 55Q: 3 clusters Score -601199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -601203.000000 Penalty: 4275.216797
	Iteration 56Q: 3 clusters Score -601203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -601203.312500 Penalty: 4275.216797
	Iteration 57Q: 3 clusters Score -601203.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -601205.687500 Penalty: 4275.216797
	Iteration 58Q: 3 clusters Score -601205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -601207.000000 Penalty: 4275.216797
	Iteration 59Q: 3 clusters Score -601207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -601207.437500 Penalty: 4275.216797
	Iteration 60F: 3 clusters Score -601207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -601206.250000 Penalty: 4275.216797
	Iteration 61Q: 3 clusters Score -601206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -601206.250000 Penalty: 4275.216797
	Iteration 62F: 3 clusters Score -601206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Entering Unmasked Estep 
Score: -1872645.375000 Penalty: 2424.545410
	Iteration 0F: 2 clusters Score -1872645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1860047.250000 Penalty: 4849.090820
	Iteration 0F: 3 clusters Score -1860047 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1864390.500000 Penalty: 4849.090820
	Iteration 1F: 3 clusters Score -1864390 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1864857.625000 Penalty: 4849.090820
	Iteration 2F: 3 clusters Score -1864858 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1865336.750000 Penalty: 4849.090820
	Iteration 3F: 3 clusters Score -1865337 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1865815.500000 Penalty: 4849.090820
	Iteration 4F: 3 clusters Score -1865816 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1866380.375000 Penalty: 4849.090820
	Iteration 5F: 3 clusters Score -1866380 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1867032.375000 Penalty: 4849.090820
	Iteration 6F: 3 clusters Score -1867032 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1867759.625000 Penalty: 4849.090820
	Iteration 7F: 3 clusters Score -1867760 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1868569.875000 Penalty: 4849.090820
	Iteration 8F: 3 clusters Score -1868570 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1869397.875000 Penalty: 4849.090820
	Iteration 9F: 3 clusters Score -1869398 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1870174.125000 Penalty: 4849.090820
	Iteration 10F: 3 clusters Score -1870174 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1870740.125000 Penalty: 4849.090820
	Iteration 11Q: 3 clusters Score -1870740 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1871120.250000 Penalty: 4849.090820
	Iteration 12Q: 3 clusters Score -1871120 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1871431.000000 Penalty: 4849.090820
	Iteration 13Q: 3 clusters Score -1871431 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1871682.625000 Penalty: 4849.090820
	Iteration 14Q: 3 clusters Score -1871683 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1871911.500000 Penalty: 4849.090820
	Iteration 15Q: 3 clusters Score -1871912 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1872146.250000 Penalty: 4849.090820
	Iteration 16Q: 3 clusters Score -1872146 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1872356.500000 Penalty: 4849.090820
	Iteration 17Q: 3 clusters Score -1872356 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1872560.375000 Penalty: 4849.090820
	Iteration 18Q: 3 clusters Score -1872560 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1872703.875000 Penalty: 4849.090820
	Iteration 19Q: 3 clusters Score -1872704 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1872798.000000 Penalty: 4849.090820
	Iteration 20F: 3 clusters Score -1872798 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1872866.000000 Penalty: 4849.090820
	Iteration 21Q: 3 clusters Score -1872866 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1872917.625000 Penalty: 4849.090820
	Iteration 22Q: 3 clusters Score -1872918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1872937.000000 Penalty: 4849.090820
	Iteration 23Q: 3 clusters Score -1872937 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1872956.500000 Penalty: 4849.090820
	Iteration 24Q: 3 clusters Score -1872956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1872975.875000 Penalty: 4849.090820
	Iteration 25Q: 3 clusters Score -1872976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1872982.750000 Penalty: 4849.090820
	Iteration 26Q: 3 clusters Score -1872983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1872994.000000 Penalty: 4849.090820
	Iteration 27Q: 3 clusters Score -1872994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1873004.750000 Penalty: 4849.090820
	Iteration 28Q: 3 clusters Score -1873005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1873009.750000 Penalty: 4849.090820
	Iteration 29Q: 3 clusters Score -1873010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1873010.000000 Penalty: 4849.090820
	Iteration 30Q: 3 clusters Score -1873010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1873013.125000 Penalty: 4849.090820
	Iteration 31Q: 3 clusters Score -1873013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1873024.875000 Penalty: 4849.090820
	Iteration 32Q: 3 clusters Score -1873025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1873025.375000 Penalty: 4849.090820
	Iteration 33Q: 3 clusters Score -1873025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1873025.125000 Penalty: 4849.090820
	Iteration 34Q: 3 clusters Score -1873025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1873026.500000 Penalty: 4849.090820
	Iteration 35Q: 3 clusters Score -1873026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1873028.750000 Penalty: 4849.090820
	Iteration 36Q: 3 clusters Score -1873029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1873031.125000 Penalty: 4849.090820
	Iteration 37Q: 3 clusters Score -1873031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1873030.375000 Penalty: 4849.090820
	Iteration 38Q: 3 clusters Score -1873030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1873027.625000 Penalty: 4849.090820
	Iteration 39Q: 3 clusters Score -1873028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1873030.500000 Penalty: 4849.090820
	Iteration 40F: 3 clusters Score -1873030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1873031.000000 Penalty: 4849.090820
	Iteration 41Q: 3 clusters Score -1873031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1873032.500000 Penalty: 4849.090820
	Iteration 42Q: 3 clusters Score -1873032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1873030.875000 Penalty: 4849.090820
	Iteration 43Q: 3 clusters Score -1873031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1873032.125000 Penalty: 4849.090820
	Iteration 44Q: 3 clusters Score -1873032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1873029.375000 Penalty: 4849.090820
	Iteration 45Q: 3 clusters Score -1873029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1873032.000000 Penalty: 4849.090820
	Iteration 46Q: 3 clusters Score -1873032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1873030.875000 Penalty: 4849.090820
	Iteration 47Q: 3 clusters Score -1873031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1873030.625000 Penalty: 4849.090820
	Iteration 48Q: 3 clusters Score -1873031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1873032.875000 Penalty: 4849.090820
	Iteration 49Q: 3 clusters Score -1873033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1873032.875000 Penalty: 4849.090820
	Iteration 50F: 3 clusters Score -1873033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140795 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 7031 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7840 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8261 members 
Mstep: Class 66 contains 10582 members 
Entering Unmasked Estep 
Score: -139290912.000000 Penalty: 230321.296875
Splitting cluster 44 changes total score from -139291712.000000 to -139290912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -114276.289062 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -114276.3 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 537 members 
Entering Unmasked Estep 
Score: -112322.359375 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -112322.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112609.906250 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -112609.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112685.054688 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -112685.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112760.656250 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -112760.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112834.007812 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -112834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112914.820312 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -112914.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112976.390625 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -112976.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113014.718750 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -113014.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113049.000000 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -113049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -113079.367188 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -113079.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -113105.257812 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -113105.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -113127.203125 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -113127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -113140.203125 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -113140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -113146.445312 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -113146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -113147.898438 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -113147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -113147.898438 Penalty: 3456.549805
	Iteration 15F: 3 clusters Score -113147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -777071.250000 Penalty: 2188.556641
	Iteration 0F: 2 clusters Score -777071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -771448.437500 Penalty: 4377.113281
	Iteration 0F: 3 clusters Score -771448.4 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -772827.125000 Penalty: 4377.113281
	Iteration 1F: 3 clusters Score -772827.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -773049.875000 Penalty: 4377.113281
	Iteration 2F: 3 clusters Score -773049.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -773192.187500 Penalty: 4377.113281
	Iteration 3Q: 3 clusters Score -773192.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -773282.062500 Penalty: 4377.113281
	Iteration 4Q: 3 clusters Score -773282.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -773342.250000 Penalty: 4377.113281
	Iteration 5Q: 3 clusters Score -773342.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -773388.750000 Penalty: 4377.113281
	Iteration 6Q: 3 clusters Score -773388.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -773421.500000 Penalty: 4377.113281
	Iteration 7Q: 3 clusters Score -773421.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -773452.812500 Penalty: 4377.113281
	Iteration 8Q: 3 clusters Score -773452.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -773479.250000 Penalty: 4377.113281
	Iteration 9Q: 3 clusters Score -773479.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -773502.500000 Penalty: 4377.113281
	Iteration 10Q: 3 clusters Score -773502.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -773526.875000 Penalty: 4377.113281
	Iteration 11Q: 3 clusters Score -773526.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -773551.375000 Penalty: 4377.113281
	Iteration 12Q: 3 clusters Score -773551.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -773574.750000 Penalty: 4377.113281
	Iteration 13Q: 3 clusters Score -773574.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -773591.437500 Penalty: 4377.113281
	Iteration 14Q: 3 clusters Score -773591.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -773605.937500 Penalty: 4377.113281
	Iteration 15Q: 3 clusters Score -773605.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -773620.500000 Penalty: 4377.113281
	Iteration 16Q: 3 clusters Score -773620.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -773638.437500 Penalty: 4377.113281
	Iteration 17Q: 3 clusters Score -773638.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -773651.625000 Penalty: 4377.113281
	Iteration 18Q: 3 clusters Score -773651.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -773669.187500 Penalty: 4377.113281
	Iteration 19Q: 3 clusters Score -773669.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -773685.375000 Penalty: 4377.113281
	Iteration 20F: 3 clusters Score -773685.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -773696.687500 Penalty: 4377.113281
	Iteration 21Q: 3 clusters Score -773696.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -773708.500000 Penalty: 4377.113281
	Iteration 22Q: 3 clusters Score -773708.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -773725.187500 Penalty: 4377.113281
	Iteration 23Q: 3 clusters Score -773725.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -773741.312500 Penalty: 4377.113281
	Iteration 24Q: 3 clusters Score -773741.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -773758.437500 Penalty: 4377.113281
	Iteration 25Q: 3 clusters Score -773758.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -773774.312500 Penalty: 4377.113281
	Iteration 26Q: 3 clusters Score -773774.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -773791.000000 Penalty: 4377.113281
	Iteration 27Q: 3 clusters Score -773791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -773810.812500 Penalty: 4377.113281
	Iteration 28Q: 3 clusters Score -773810.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -773824.812500 Penalty: 4377.113281
	Iteration 29Q: 3 clusters Score -773824.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -773836.750000 Penalty: 4377.113281
	Iteration 30Q: 3 clusters Score -773836.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -773850.437500 Penalty: 4377.113281
	Iteration 31Q: 3 clusters Score -773850.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -773867.000000 Penalty: 4377.113281
	Iteration 32Q: 3 clusters Score -773867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -773883.187500 Penalty: 4377.113281
	Iteration 33Q: 3 clusters Score -773883.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -773897.375000 Penalty: 4377.113281
	Iteration 34Q: 3 clusters Score -773897.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -773916.937500 Penalty: 4377.113281
	Iteration 35Q: 3 clusters Score -773916.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -773941.125000 Penalty: 4377.113281
	Iteration 36Q: 3 clusters Score -773941.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -773964.187500 Penalty: 4377.113281
	Iteration 37Q: 3 clusters Score -773964.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -773982.250000 Penalty: 4377.113281
	Iteration 38Q: 3 clusters Score -773982.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -774003.125000 Penalty: 4377.113281
	Iteration 39Q: 3 clusters Score -774003.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -774021.187500 Penalty: 4377.113281
	Iteration 40F: 3 clusters Score -774021.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -774040.062500 Penalty: 4377.113281
	Iteration 41Q: 3 clusters Score -774040.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -774063.187500 Penalty: 4377.113281
	Iteration 42Q: 3 clusters Score -774063.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -774092.125000 Penalty: 4377.113281
	Iteration 43Q: 3 clusters Score -774092.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -774123.000000 Penalty: 4377.113281
	Iteration 44Q: 3 clusters Score -774123 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -774154.500000 Penalty: 4377.113281
	Iteration 45Q: 3 clusters Score -774154.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -774184.250000 Penalty: 4377.113281
	Iteration 46Q: 3 clusters Score -774184.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -774217.562500 Penalty: 4377.113281
	Iteration 47Q: 3 clusters Score -774217.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -774264.375000 Penalty: 4377.113281
	Iteration 48Q: 3 clusters Score -774264.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -774309.812500 Penalty: 4377.113281
	Iteration 49Q: 3 clusters Score -774309.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -774355.687500 Penalty: 4377.113281
	Iteration 50Q: 3 clusters Score -774355.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -774407.937500 Penalty: 4377.113281
	Iteration 51Q: 3 clusters Score -774407.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -774456.812500 Penalty: 4377.113281
	Iteration 52Q: 3 clusters Score -774456.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -774519.375000 Penalty: 4377.113281
	Iteration 53Q: 3 clusters Score -774519.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -774598.687500 Penalty: 4377.113281
	Iteration 54Q: 3 clusters Score -774598.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -774669.437500 Penalty: 4377.113281
	Iteration 55Q: 3 clusters Score -774669.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -774733.875000 Penalty: 4377.113281
	Iteration 56Q: 3 clusters Score -774733.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -774789.937500 Penalty: 4377.113281
	Iteration 57Q: 3 clusters Score -774789.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -774847.562500 Penalty: 4377.113281
	Iteration 58Q: 3 clusters Score -774847.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -774895.875000 Penalty: 4377.113281
	Iteration 59Q: 3 clusters Score -774895.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -774934.062500 Penalty: 4377.113281
	Iteration 60F: 3 clusters Score -774934.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -774967.375000 Penalty: 4377.113281
	Iteration 61Q: 3 clusters Score -774967.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -774990.937500 Penalty: 4377.113281
	Iteration 62Q: 3 clusters Score -774990.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -775011.000000 Penalty: 4377.113281
	Iteration 63Q: 3 clusters Score -775011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -775033.125000 Penalty: 4377.113281
	Iteration 64Q: 3 clusters Score -775033.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -775054.250000 Penalty: 4377.113281
	Iteration 65Q: 3 clusters Score -775054.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -775071.687500 Penalty: 4377.113281
	Iteration 66Q: 3 clusters Score -775071.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -775084.187500 Penalty: 4377.113281
	Iteration 67Q: 3 clusters Score -775084.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -775099.875000 Penalty: 4377.113281
	Iteration 68Q: 3 clusters Score -775099.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -775117.875000 Penalty: 4377.113281
	Iteration 69Q: 3 clusters Score -775117.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -775129.562500 Penalty: 4377.113281
	Iteration 70Q: 3 clusters Score -775129.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -775142.625000 Penalty: 4377.113281
	Iteration 71Q: 3 clusters Score -775142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -775150.625000 Penalty: 4377.113281
	Iteration 72Q: 3 clusters Score -775150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -775160.437500 Penalty: 4377.113281
	Iteration 73Q: 3 clusters Score -775160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -775170.937500 Penalty: 4377.113281
	Iteration 74Q: 3 clusters Score -775170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -775176.312500 Penalty: 4377.113281
	Iteration 75Q: 3 clusters Score -775176.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -775185.062500 Penalty: 4377.113281
	Iteration 76Q: 3 clusters Score -775185.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -775187.687500 Penalty: 4377.113281
	Iteration 77Q: 3 clusters Score -775187.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -775195.437500 Penalty: 4377.113281
	Iteration 78Q: 3 clusters Score -775195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -775199.062500 Penalty: 4377.113281
	Iteration 79Q: 3 clusters Score -775199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -775202.062500 Penalty: 4377.113281
	Iteration 80F: 3 clusters Score -775202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -775203.937500 Penalty: 4377.113281
	Iteration 81Q: 3 clusters Score -775203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -775205.875000 Penalty: 4377.113281
	Iteration 82Q: 3 clusters Score -775205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -775207.437500 Penalty: 4377.113281
	Iteration 83Q: 3 clusters Score -775207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -775209.125000 Penalty: 4377.113281
	Iteration 84Q: 3 clusters Score -775209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -775209.750000 Penalty: 4377.113281
	Iteration 85Q: 3 clusters Score -775209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -775210.937500 Penalty: 4377.113281
	Iteration 86Q: 3 clusters Score -775210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -775211.062500 Penalty: 4377.113281
	Iteration 87Q: 3 clusters Score -775211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -775212.625000 Penalty: 4377.113281
	Iteration 88Q: 3 clusters Score -775212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -775214.625000 Penalty: 4377.113281
	Iteration 89Q: 3 clusters Score -775214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -775217.875000 Penalty: 4377.113281
	Iteration 90Q: 3 clusters Score -775217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -775220.875000 Penalty: 4377.113281
	Iteration 91Q: 3 clusters Score -775220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -775222.062500 Penalty: 4377.113281
	Iteration 92Q: 3 clusters Score -775222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -775224.437500 Penalty: 4377.113281
	Iteration 93Q: 3 clusters Score -775224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -775227.750000 Penalty: 4377.113281
	Iteration 94Q: 3 clusters Score -775227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -775229.187500 Penalty: 4377.113281
	Iteration 95Q: 3 clusters Score -775229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -775229.500000 Penalty: 4377.113281
	Iteration 96Q: 3 clusters Score -775229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -775229.500000 Penalty: 4377.113281
	Iteration 97F: 3 clusters Score -775229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Entering Unmasked Estep 
Score: -418497.187500 Penalty: 2084.309082
	Iteration 0F: 2 clusters Score -418497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -414353.468750 Penalty: 4168.618164
	Iteration 0F: 3 clusters Score -414353.5 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -415399.062500 Penalty: 4168.618164
	Iteration 1F: 3 clusters Score -415399.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -415709.000000 Penalty: 4168.618164
	Iteration 2F: 3 clusters Score -415709 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -415925.437500 Penalty: 4168.618164
	Iteration 3F: 3 clusters Score -415925.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -416090.468750 Penalty: 4168.618164
	Iteration 4F: 3 clusters Score -416090.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -416261.718750 Penalty: 4168.618164
	Iteration 5Q: 3 clusters Score -416261.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -416422.343750 Penalty: 4168.618164
	Iteration 6Q: 3 clusters Score -416422.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -416582.125000 Penalty: 4168.618164
	Iteration 7Q: 3 clusters Score -416582.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -416705.906250 Penalty: 4168.618164
	Iteration 8Q: 3 clusters Score -416705.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -416817.437500 Penalty: 4168.618164
	Iteration 9Q: 3 clusters Score -416817.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -416926.468750 Penalty: 4168.618164
	Iteration 10Q: 3 clusters Score -416926.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -416997.593750 Penalty: 4168.618164
	Iteration 11Q: 3 clusters Score -416997.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -417058.781250 Penalty: 4168.618164
	Iteration 12Q: 3 clusters Score -417058.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -417092.750000 Penalty: 4168.618164
	Iteration 13Q: 3 clusters Score -417092.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -417126.062500 Penalty: 4168.618164
	Iteration 14Q: 3 clusters Score -417126.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -417164.343750 Penalty: 4168.618164
	Iteration 15Q: 3 clusters Score -417164.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -417197.968750 Penalty: 4168.618164
	Iteration 16Q: 3 clusters Score -417198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -417219.531250 Penalty: 4168.618164
	Iteration 17Q: 3 clusters Score -417219.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -417240.250000 Penalty: 4168.618164
	Iteration 18Q: 3 clusters Score -417240.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -417249.406250 Penalty: 4168.618164
	Iteration 19Q: 3 clusters Score -417249.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -417255.875000 Penalty: 4168.618164
	Iteration 20F: 3 clusters Score -417255.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -417262.875000 Penalty: 4168.618164
	Iteration 21Q: 3 clusters Score -417262.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -417266.593750 Penalty: 4168.618164
	Iteration 22Q: 3 clusters Score -417266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -417271.187500 Penalty: 4168.618164
	Iteration 23Q: 3 clusters Score -417271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -417278.062500 Penalty: 4168.618164
	Iteration 24Q: 3 clusters Score -417278.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -417281.218750 Penalty: 4168.618164
	Iteration 25Q: 3 clusters Score -417281.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -417286.125000 Penalty: 4168.618164
	Iteration 26Q: 3 clusters Score -417286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -417289.250000 Penalty: 4168.618164
	Iteration 27Q: 3 clusters Score -417289.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -417293.187500 Penalty: 4168.618164
	Iteration 28Q: 3 clusters Score -417293.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -417299.125000 Penalty: 4168.618164
	Iteration 29Q: 3 clusters Score -417299.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -417303.500000 Penalty: 4168.618164
	Iteration 30Q: 3 clusters Score -417303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -417304.812500 Penalty: 4168.618164
	Iteration 31Q: 3 clusters Score -417304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -417305.750000 Penalty: 4168.618164
	Iteration 32Q: 3 clusters Score -417305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -417307.562500 Penalty: 4168.618164
	Iteration 33Q: 3 clusters Score -417307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -417307.906250 Penalty: 4168.618164
	Iteration 34Q: 3 clusters Score -417307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -417308.468750 Penalty: 4168.618164
	Iteration 35Q: 3 clusters Score -417308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -417308.468750 Penalty: 4168.618164
	Iteration 36F: 3 clusters Score -417308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -774462.375000 Penalty: 2202.695312
	Iteration 0F: 2 clusters Score -774462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -768537.875000 Penalty: 4405.390625
	Iteration 0F: 3 clusters Score -768537.9 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -770161.250000 Penalty: 4405.390625
	Iteration 1F: 3 clusters Score -770161.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -770454.062500 Penalty: 4405.390625
	Iteration 2F: 3 clusters Score -770454.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -770696.562500 Penalty: 4405.390625
	Iteration 3F: 3 clusters Score -770696.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -770884.937500 Penalty: 4405.390625
	Iteration 4Q: 3 clusters Score -770884.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -771067.375000 Penalty: 4405.390625
	Iteration 5Q: 3 clusters Score -771067.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -771289.687500 Penalty: 4405.390625
	Iteration 6Q: 3 clusters Score -771289.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -771552.625000 Penalty: 4405.390625
	Iteration 7Q: 3 clusters Score -771552.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -771869.875000 Penalty: 4405.390625
	Iteration 8Q: 3 clusters Score -771869.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -772273.937500 Penalty: 4405.390625
	Iteration 9F: 3 clusters Score -772273.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -772790.812500 Penalty: 4405.390625
	Iteration 10F: 3 clusters Score -772790.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -773278.312500 Penalty: 4405.390625
	Iteration 11F: 3 clusters Score -773278.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -773591.062500 Penalty: 4405.390625
	Iteration 12Q: 3 clusters Score -773591.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -773748.500000 Penalty: 4405.390625
	Iteration 13Q: 3 clusters Score -773748.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -773807.500000 Penalty: 4405.390625
	Iteration 14Q: 3 clusters Score -773807.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -773826.062500 Penalty: 4405.390625
	Iteration 15Q: 3 clusters Score -773826.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -773831.125000 Penalty: 4405.390625
	Iteration 16Q: 3 clusters Score -773831.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -773839.750000 Penalty: 4405.390625
	Iteration 17Q: 3 clusters Score -773839.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -773845.812500 Penalty: 4405.390625
	Iteration 18Q: 3 clusters Score -773845.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -773853.937500 Penalty: 4405.390625
	Iteration 19Q: 3 clusters Score -773853.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -773858.500000 Penalty: 4405.390625
	Iteration 20F: 3 clusters Score -773858.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -773859.875000 Penalty: 4405.390625
	Iteration 21Q: 3 clusters Score -773859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -773862.062500 Penalty: 4405.390625
	Iteration 22Q: 3 clusters Score -773862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -773862.187500 Penalty: 4405.390625
	Iteration 23Q: 3 clusters Score -773862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -773863.562500 Penalty: 4405.390625
	Iteration 24Q: 3 clusters Score -773863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -773864.000000 Penalty: 4405.390625
	Iteration 25Q: 3 clusters Score -773864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -773865.375000 Penalty: 4405.390625
	Iteration 26Q: 3 clusters Score -773865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -773866.250000 Penalty: 4405.390625
	Iteration 27Q: 3 clusters Score -773866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -773866.250000 Penalty: 4405.390625
	Iteration 28F: 3 clusters Score -773866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Entering Unmasked Estep 
Score: -2807401.500000 Penalty: 2507.505371
	Iteration 0F: 2 clusters Score -2807402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2790427.500000 Penalty: 5015.010742
	Iteration 0F: 3 clusters Score -2790428 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2796355.750000 Penalty: 5015.010742
	Iteration 1F: 3 clusters Score -2796356 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2796953.000000 Penalty: 5015.010742
	Iteration 2F: 3 clusters Score -2796953 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2797501.500000 Penalty: 5015.010742
	Iteration 3F: 3 clusters Score -2797502 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2798184.750000 Penalty: 5015.010742
	Iteration 4F: 3 clusters Score -2798185 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2799024.250000 Penalty: 5015.010742
	Iteration 5F: 3 clusters Score -2799024 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2800134.250000 Penalty: 5015.010742
	Iteration 6F: 3 clusters Score -2800134 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2801559.500000 Penalty: 5015.010742
	Iteration 7F: 3 clusters Score -2801560 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2803227.000000 Penalty: 5015.010742
	Iteration 8F: 3 clusters Score -2803227 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2804727.500000 Penalty: 5015.010742
	Iteration 9F: 3 clusters Score -2804728 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2805620.250000 Penalty: 5015.010742
	Iteration 10Q: 3 clusters Score -2805620 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2806068.000000 Penalty: 5015.010742
	Iteration 11Q: 3 clusters Score -2806068 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2806251.500000 Penalty: 5015.010742
	Iteration 12Q: 3 clusters Score -2806252 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2806335.000000 Penalty: 5015.010742
	Iteration 13Q: 3 clusters Score -2806335 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2806399.750000 Penalty: 5015.010742
	Iteration 14Q: 3 clusters Score -2806400 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2806443.750000 Penalty: 5015.010742
	Iteration 15Q: 3 clusters Score -2806444 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2806503.000000 Penalty: 5015.010742
	Iteration 16Q: 3 clusters Score -2806503 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2806528.000000 Penalty: 5015.010742
	Iteration 17Q: 3 clusters Score -2806528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2806547.250000 Penalty: 5015.010742
	Iteration 18Q: 3 clusters Score -2806547 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2806563.500000 Penalty: 5015.010742
	Iteration 19Q: 3 clusters Score -2806564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2806567.250000 Penalty: 5015.010742
	Iteration 20F: 3 clusters Score -2806567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2806564.750000 Penalty: 5015.010742
	Iteration 21Q: 3 clusters Score -2806565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2806572.750000 Penalty: 5015.010742
	Iteration 22Q: 3 clusters Score -2806573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2806580.250000 Penalty: 5015.010742
	Iteration 23Q: 3 clusters Score -2806580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2806592.250000 Penalty: 5015.010742
	Iteration 24Q: 3 clusters Score -2806592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2806601.250000 Penalty: 5015.010742
	Iteration 25Q: 3 clusters Score -2806601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2806605.500000 Penalty: 5015.010742
	Iteration 26Q: 3 clusters Score -2806606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2806608.250000 Penalty: 5015.010742
	Iteration 27Q: 3 clusters Score -2806608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2806621.000000 Penalty: 5015.010742
	Iteration 28Q: 3 clusters Score -2806621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2806624.500000 Penalty: 5015.010742
	Iteration 29Q: 3 clusters Score -2806624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2806610.250000 Penalty: 5015.010742
	Iteration 30Q: 3 clusters Score -2806610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2806613.500000 Penalty: 5015.010742
	Iteration 31Q: 3 clusters Score -2806614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2806626.000000 Penalty: 5015.010742
	Iteration 32Q: 3 clusters Score -2806626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2806627.250000 Penalty: 5015.010742
	Iteration 33Q: 3 clusters Score -2806627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2806628.500000 Penalty: 5015.010742
	Iteration 34Q: 3 clusters Score -2806628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2806638.500000 Penalty: 5015.010742
	Iteration 35Q: 3 clusters Score -2806638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2806647.000000 Penalty: 5015.010742
	Iteration 36Q: 3 clusters Score -2806647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2806647.750000 Penalty: 5015.010742
	Iteration 37Q: 3 clusters Score -2806648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2806647.750000 Penalty: 5015.010742
	Iteration 38Q: 3 clusters Score -2806648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2806645.750000 Penalty: 5015.010742
	Iteration 39Q: 3 clusters Score -2806646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2806647.750000 Penalty: 5015.010742
	Iteration 40F: 3 clusters Score -2806648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2806643.750000 Penalty: 5015.010742
	Iteration 41Q: 3 clusters Score -2806644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2806653.250000 Penalty: 5015.010742
	Iteration 42Q: 3 clusters Score -2806653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2806652.750000 Penalty: 5015.010742
	Iteration 43Q: 3 clusters Score -2806653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2806655.500000 Penalty: 5015.010742
	Iteration 44Q: 3 clusters Score -2806656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2806659.500000 Penalty: 5015.010742
	Iteration 45Q: 3 clusters Score -2806660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2806665.250000 Penalty: 5015.010742
	Iteration 46Q: 3 clusters Score -2806665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2806660.250000 Penalty: 5015.010742
	Iteration 47Q: 3 clusters Score -2806660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2806665.250000 Penalty: 5015.010742
	Iteration 48Q: 3 clusters Score -2806665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2806666.250000 Penalty: 5015.010742
	Iteration 49Q: 3 clusters Score -2806666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2806663.000000 Penalty: 5015.010742
	Iteration 50Q: 3 clusters Score -2806663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2806667.250000 Penalty: 5015.010742
	Iteration 51Q: 3 clusters Score -2806667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2806666.750000 Penalty: 5015.010742
	Iteration 52Q: 3 clusters Score -2806667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2806669.000000 Penalty: 5015.010742
	Iteration 53Q: 3 clusters Score -2806669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2806668.000000 Penalty: 5015.010742
	Iteration 54Q: 3 clusters Score -2806668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2806681.000000 Penalty: 5015.010742
	Iteration 55Q: 3 clusters Score -2806681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2806680.750000 Penalty: 5015.010742
	Iteration 56Q: 3 clusters Score -2806681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2806682.500000 Penalty: 5015.010742
	Iteration 57Q: 3 clusters Score -2806682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2806683.750000 Penalty: 5015.010742
	Iteration 58Q: 3 clusters Score -2806684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2806688.000000 Penalty: 5015.010742
	Iteration 59Q: 3 clusters Score -2806688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2806685.750000 Penalty: 5015.010742
	Iteration 60F: 3 clusters Score -2806686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2806689.500000 Penalty: 5015.010742
	Iteration 61Q: 3 clusters Score -2806690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2806692.500000 Penalty: 5015.010742
	Iteration 62Q: 3 clusters Score -2806692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2806689.500000 Penalty: 5015.010742
	Iteration 63Q: 3 clusters Score -2806690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2806691.500000 Penalty: 5015.010742
	Iteration 64Q: 3 clusters Score -2806692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2806693.500000 Penalty: 5015.010742
	Iteration 65Q: 3 clusters Score -2806694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2806702.250000 Penalty: 5015.010742
	Iteration 66Q: 3 clusters Score -2806702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2806699.750000 Penalty: 5015.010742
	Iteration 67Q: 3 clusters Score -2806700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2806695.250000 Penalty: 5015.010742
	Iteration 68Q: 3 clusters Score -2806695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2806699.000000 Penalty: 5015.010742
	Iteration 69Q: 3 clusters Score -2806699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2806708.750000 Penalty: 5015.010742
	Iteration 70Q: 3 clusters Score -2806709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2806710.250000 Penalty: 5015.010742
	Iteration 71Q: 3 clusters Score -2806710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2806715.500000 Penalty: 5015.010742
	Iteration 72Q: 3 clusters Score -2806716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2806720.250000 Penalty: 5015.010742
	Iteration 73Q: 3 clusters Score -2806720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2806724.500000 Penalty: 5015.010742
	Iteration 74Q: 3 clusters Score -2806724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2806723.750000 Penalty: 5015.010742
	Iteration 75Q: 3 clusters Score -2806724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2806730.750000 Penalty: 5015.010742
	Iteration 76Q: 3 clusters Score -2806731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2806721.000000 Penalty: 5015.010742
	Iteration 77Q: 3 clusters Score -2806721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2806728.750000 Penalty: 5015.010742
	Iteration 78Q: 3 clusters Score -2806729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2806731.750000 Penalty: 5015.010742
	Iteration 79Q: 3 clusters Score -2806732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2806731.750000 Penalty: 5015.010742
	Iteration 80F: 3 clusters Score -2806732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2806730.500000 Penalty: 5015.010742
	Iteration 81Q: 3 clusters Score -2806730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2806730.750000 Penalty: 5015.010742
	Iteration 82Q: 3 clusters Score -2806731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2806740.250000 Penalty: 5015.010742
	Iteration 83Q: 3 clusters Score -2806740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2806745.500000 Penalty: 5015.010742
	Iteration 84Q: 3 clusters Score -2806746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2806746.750000 Penalty: 5015.010742
	Iteration 85Q: 3 clusters Score -2806747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2806738.750000 Penalty: 5015.010742
	Iteration 86Q: 3 clusters Score -2806739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2806742.250000 Penalty: 5015.010742
	Iteration 87Q: 3 clusters Score -2806742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2806745.250000 Penalty: 5015.010742
	Iteration 88Q: 3 clusters Score -2806745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2806744.500000 Penalty: 5015.010742
	Iteration 89Q: 3 clusters Score -2806744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2806749.500000 Penalty: 5015.010742
	Iteration 90Q: 3 clusters Score -2806750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2806738.250000 Penalty: 5015.010742
	Iteration 91Q: 3 clusters Score -2806738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2806741.250000 Penalty: 5015.010742
	Iteration 92Q: 3 clusters Score -2806741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2806739.750000 Penalty: 5015.010742
	Iteration 93Q: 3 clusters Score -2806740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2806740.000000 Penalty: 5015.010742
	Iteration 94Q: 3 clusters Score -2806740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2806744.250000 Penalty: 5015.010742
	Iteration 95Q: 3 clusters Score -2806744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2806751.000000 Penalty: 5015.010742
	Iteration 96Q: 3 clusters Score -2806751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2806759.000000 Penalty: 5015.010742
	Iteration 97Q: 3 clusters Score -2806759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2806757.750000 Penalty: 5015.010742
	Iteration 98Q: 3 clusters Score -2806758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2806754.250000 Penalty: 5015.010742
	Iteration 99Q: 3 clusters Score -2806754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2806753.500000 Penalty: 5015.010742
	Iteration 100F: 3 clusters Score -2806754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2806763.500000 Penalty: 5015.010742
	Iteration 101Q: 3 clusters Score -2806764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2806763.750000 Penalty: 5015.010742
	Iteration 102Q: 3 clusters Score -2806764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2806765.250000 Penalty: 5015.010742
	Iteration 103Q: 3 clusters Score -2806765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2806766.000000 Penalty: 5015.010742
	Iteration 104Q: 3 clusters Score -2806766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2806773.000000 Penalty: 5015.010742
	Iteration 105Q: 3 clusters Score -2806773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2806774.750000 Penalty: 5015.010742
	Iteration 106Q: 3 clusters Score -2806775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2806775.500000 Penalty: 5015.010742
	Iteration 107Q: 3 clusters Score -2806776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2806777.750000 Penalty: 5015.010742
	Iteration 108Q: 3 clusters Score -2806778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2806779.500000 Penalty: 5015.010742
	Iteration 109Q: 3 clusters Score -2806780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2806775.750000 Penalty: 5015.010742
	Iteration 110Q: 3 clusters Score -2806776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2806778.000000 Penalty: 5015.010742
	Iteration 111Q: 3 clusters Score -2806778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2806785.250000 Penalty: 5015.010742
	Iteration 112Q: 3 clusters Score -2806785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2806783.500000 Penalty: 5015.010742
	Iteration 113Q: 3 clusters Score -2806784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2806789.750000 Penalty: 5015.010742
	Iteration 114Q: 3 clusters Score -2806790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2806798.750000 Penalty: 5015.010742
	Iteration 115Q: 3 clusters Score -2806799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2806795.000000 Penalty: 5015.010742
	Iteration 116Q: 3 clusters Score -2806795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2806802.000000 Penalty: 5015.010742
	Iteration 117Q: 3 clusters Score -2806802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2806809.500000 Penalty: 5015.010742
	Iteration 118Q: 3 clusters Score -2806810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2806827.750000 Penalty: 5015.010742
	Iteration 119Q: 3 clusters Score -2806828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2806832.000000 Penalty: 5015.010742
	Iteration 120F: 3 clusters Score -2806832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2806837.250000 Penalty: 5015.010742
	Iteration 121Q: 3 clusters Score -2806837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2806833.500000 Penalty: 5015.010742
	Iteration 122Q: 3 clusters Score -2806834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2806844.000000 Penalty: 5015.010742
	Iteration 123Q: 3 clusters Score -2806844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2806852.000000 Penalty: 5015.010742
	Iteration 124Q: 3 clusters Score -2806852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2806864.750000 Penalty: 5015.010742
	Iteration 125Q: 3 clusters Score -2806865 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2806877.250000 Penalty: 5015.010742
	Iteration 126Q: 3 clusters Score -2806877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2806895.500000 Penalty: 5015.010742
	Iteration 127Q: 3 clusters Score -2806896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2806906.750000 Penalty: 5015.010742
	Iteration 128Q: 3 clusters Score -2806907 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2806933.250000 Penalty: 5015.010742
	Iteration 129Q: 3 clusters Score -2806933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2806951.000000 Penalty: 5015.010742
	Iteration 130Q: 3 clusters Score -2806951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2806960.250000 Penalty: 5015.010742
	Iteration 131Q: 3 clusters Score -2806960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2806984.500000 Penalty: 5015.010742
	Iteration 132Q: 3 clusters Score -2806984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2807010.500000 Penalty: 5015.010742
	Iteration 133Q: 3 clusters Score -2807010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2807021.750000 Penalty: 5015.010742
	Iteration 134Q: 3 clusters Score -2807022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2807033.000000 Penalty: 5015.010742
	Iteration 135Q: 3 clusters Score -2807033 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2807054.000000 Penalty: 5015.010742
	Iteration 136Q: 3 clusters Score -2807054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2807067.000000 Penalty: 5015.010742
	Iteration 137Q: 3 clusters Score -2807067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2807075.250000 Penalty: 5015.010742
	Iteration 138Q: 3 clusters Score -2807075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2807081.750000 Penalty: 5015.010742
	Iteration 139Q: 3 clusters Score -2807082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2807090.250000 Penalty: 5015.010742
	Iteration 140F: 3 clusters Score -2807090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2807105.250000 Penalty: 5015.010742
	Iteration 141Q: 3 clusters Score -2807105 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2807111.500000 Penalty: 5015.010742
	Iteration 142Q: 3 clusters Score -2807112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2807124.250000 Penalty: 5015.010742
	Iteration 143Q: 3 clusters Score -2807124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2807128.500000 Penalty: 5015.010742
	Iteration 144Q: 3 clusters Score -2807128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2807139.250000 Penalty: 5015.010742
	Iteration 145Q: 3 clusters Score -2807139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2807141.500000 Penalty: 5015.010742
	Iteration 146Q: 3 clusters Score -2807142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2807146.000000 Penalty: 5015.010742
	Iteration 147Q: 3 clusters Score -2807146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2807151.000000 Penalty: 5015.010742
	Iteration 148Q: 3 clusters Score -2807151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2807154.250000 Penalty: 5015.010742
	Iteration 149Q: 3 clusters Score -2807154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2807154.000000 Penalty: 5015.010742
	Iteration 150Q: 3 clusters Score -2807154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2807160.250000 Penalty: 5015.010742
	Iteration 151Q: 3 clusters Score -2807160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2807156.500000 Penalty: 5015.010742
	Iteration 152Q: 3 clusters Score -2807156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2807165.500000 Penalty: 5015.010742
	Iteration 153Q: 3 clusters Score -2807166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2807165.500000 Penalty: 5015.010742
	Iteration 154Q: 3 clusters Score -2807166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2807166.000000 Penalty: 5015.010742
	Iteration 155Q: 3 clusters Score -2807166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2807174.500000 Penalty: 5015.010742
	Iteration 156Q: 3 clusters Score -2807174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2807174.000000 Penalty: 5015.010742
	Iteration 157Q: 3 clusters Score -2807174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2807178.250000 Penalty: 5015.010742
	Iteration 158Q: 3 clusters Score -2807178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2807177.500000 Penalty: 5015.010742
	Iteration 159Q: 3 clusters Score -2807178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2807177.250000 Penalty: 5015.010742
	Iteration 160F: 3 clusters Score -2807177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2807180.500000 Penalty: 5015.010742
	Iteration 161Q: 3 clusters Score -2807180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2807183.500000 Penalty: 5015.010742
	Iteration 162Q: 3 clusters Score -2807184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2807180.250000 Penalty: 5015.010742
	Iteration 163Q: 3 clusters Score -2807180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2807177.000000 Penalty: 5015.010742
	Iteration 164Q: 3 clusters Score -2807177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2807178.500000 Penalty: 5015.010742
	Iteration 165Q: 3 clusters Score -2807178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2807182.000000 Penalty: 5015.010742
	Iteration 166Q: 3 clusters Score -2807182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2807183.250000 Penalty: 5015.010742
	Iteration 167Q: 3 clusters Score -2807183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2807184.250000 Penalty: 5015.010742
	Iteration 168Q: 3 clusters Score -2807184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2807184.250000 Penalty: 5015.010742
	Iteration 169Q: 3 clusters Score -2807184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2807183.000000 Penalty: 5015.010742
	Iteration 170Q: 3 clusters Score -2807183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2807182.000000 Penalty: 5015.010742
	Iteration 171Q: 3 clusters Score -2807182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2807180.750000 Penalty: 5015.010742
	Iteration 172Q: 3 clusters Score -2807181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2807180.750000 Penalty: 5015.010742
	Iteration 173F: 3 clusters Score -2807181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -781254.437500 Penalty: 2214.204102
	Iteration 0F: 2 clusters Score -781254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -775110.437500 Penalty: 4428.408203
	Iteration 0F: 3 clusters Score -775110.4 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -776824.187500 Penalty: 4428.408203
	Iteration 1F: 3 clusters Score -776824.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -777190.312500 Penalty: 4428.408203
	Iteration 2F: 3 clusters Score -777190.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -777494.187500 Penalty: 4428.408203
	Iteration 3F: 3 clusters Score -777494.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -777786.312500 Penalty: 4428.408203
	Iteration 4F: 3 clusters Score -777786.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -778083.187500 Penalty: 4428.408203
	Iteration 5F: 3 clusters Score -778083.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -778443.437500 Penalty: 4428.408203
	Iteration 6F: 3 clusters Score -778443.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -778871.187500 Penalty: 4428.408203
	Iteration 7F: 3 clusters Score -778871.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -779262.625000 Penalty: 4428.408203
	Iteration 8F: 3 clusters Score -779262.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -779538.375000 Penalty: 4428.408203
	Iteration 9Q: 3 clusters Score -779538.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -779732.625000 Penalty: 4428.408203
	Iteration 10Q: 3 clusters Score -779732.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -779867.687500 Penalty: 4428.408203
	Iteration 11Q: 3 clusters Score -779867.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -779959.750000 Penalty: 4428.408203
	Iteration 12Q: 3 clusters Score -779959.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -780004.062500 Penalty: 4428.408203
	Iteration 13Q: 3 clusters Score -780004.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -780025.687500 Penalty: 4428.408203
	Iteration 14Q: 3 clusters Score -780025.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -780044.312500 Penalty: 4428.408203
	Iteration 15Q: 3 clusters Score -780044.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -780056.500000 Penalty: 4428.408203
	Iteration 16Q: 3 clusters Score -780056.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -780072.812500 Penalty: 4428.408203
	Iteration 17Q: 3 clusters Score -780072.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -780081.187500 Penalty: 4428.408203
	Iteration 18Q: 3 clusters Score -780081.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -780091.312500 Penalty: 4428.408203
	Iteration 19Q: 3 clusters Score -780091.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -780101.187500 Penalty: 4428.408203
	Iteration 20F: 3 clusters Score -780101.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -780108.500000 Penalty: 4428.408203
	Iteration 21Q: 3 clusters Score -780108.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -780112.250000 Penalty: 4428.408203
	Iteration 22Q: 3 clusters Score -780112.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -780116.375000 Penalty: 4428.408203
	Iteration 23Q: 3 clusters Score -780116.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -780120.875000 Penalty: 4428.408203
	Iteration 24Q: 3 clusters Score -780120.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -780122.312500 Penalty: 4428.408203
	Iteration 25Q: 3 clusters Score -780122.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -780127.000000 Penalty: 4428.408203
	Iteration 26Q: 3 clusters Score -780127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -780129.375000 Penalty: 4428.408203
	Iteration 27Q: 3 clusters Score -780129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -780126.937500 Penalty: 4428.408203
	Iteration 28Q: 3 clusters Score -780126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -780130.437500 Penalty: 4428.408203
	Iteration 29Q: 3 clusters Score -780130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -780130.187500 Penalty: 4428.408203
	Iteration 30Q: 3 clusters Score -780130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -780129.000000 Penalty: 4428.408203
	Iteration 31Q: 3 clusters Score -780129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -780129.375000 Penalty: 4428.408203
	Iteration 32Q: 3 clusters Score -780129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -780130.937500 Penalty: 4428.408203
	Iteration 33Q: 3 clusters Score -780130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -780132.062500 Penalty: 4428.408203
	Iteration 34Q: 3 clusters Score -780132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -780132.500000 Penalty: 4428.408203
	Iteration 35Q: 3 clusters Score -780132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -780132.500000 Penalty: 4428.408203
	Iteration 36F: 3 clusters Score -780132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Entering Unmasked Estep 
Score: -1485099.375000 Penalty: 2365.920898
	Iteration 0F: 2 clusters Score -1485099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1474924.500000 Penalty: 4731.841797
	Iteration 0F: 3 clusters Score -1474924 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1478165.250000 Penalty: 4731.841797
	Iteration 1F: 3 clusters Score -1478165 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1478572.375000 Penalty: 4731.841797
	Iteration 2F: 3 clusters Score -1478572 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1478921.250000 Penalty: 4731.841797
	Iteration 3F: 3 clusters Score -1478921 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1479251.125000 Penalty: 4731.841797
	Iteration 4Q: 3 clusters Score -1479251 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1479585.250000 Penalty: 4731.841797
	Iteration 5Q: 3 clusters Score -1479585 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1479968.250000 Penalty: 4731.841797
	Iteration 6Q: 3 clusters Score -1479968 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1480424.125000 Penalty: 4731.841797
	Iteration 7Q: 3 clusters Score -1480424 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1480962.500000 Penalty: 4731.841797
	Iteration 8Q: 3 clusters Score -1480962 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1481580.375000 Penalty: 4731.841797
	Iteration 9F: 3 clusters Score -1481580 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1482186.625000 Penalty: 4731.841797
	Iteration 10Q: 3 clusters Score -1482187 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1482747.000000 Penalty: 4731.841797
	Iteration 11Q: 3 clusters Score -1482747 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1483157.250000 Penalty: 4731.841797
	Iteration 12Q: 3 clusters Score -1483157 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1483453.250000 Penalty: 4731.841797
	Iteration 13Q: 3 clusters Score -1483453 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1483653.375000 Penalty: 4731.841797
	Iteration 14Q: 3 clusters Score -1483653 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1483800.750000 Penalty: 4731.841797
	Iteration 15Q: 3 clusters Score -1483801 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1483926.375000 Penalty: 4731.841797
	Iteration 16Q: 3 clusters Score -1483926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1484003.875000 Penalty: 4731.841797
	Iteration 17Q: 3 clusters Score -1484004 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1484048.375000 Penalty: 4731.841797
	Iteration 18Q: 3 clusters Score -1484048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1484072.250000 Penalty: 4731.841797
	Iteration 19Q: 3 clusters Score -1484072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1484088.250000 Penalty: 4731.841797
	Iteration 20F: 3 clusters Score -1484088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1484099.250000 Penalty: 4731.841797
	Iteration 21Q: 3 clusters Score -1484099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1484104.875000 Penalty: 4731.841797
	Iteration 22Q: 3 clusters Score -1484105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1484110.500000 Penalty: 4731.841797
	Iteration 23Q: 3 clusters Score -1484110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1484114.875000 Penalty: 4731.841797
	Iteration 24Q: 3 clusters Score -1484115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1484118.875000 Penalty: 4731.841797
	Iteration 25Q: 3 clusters Score -1484119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1484120.000000 Penalty: 4731.841797
	Iteration 26Q: 3 clusters Score -1484120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1484121.875000 Penalty: 4731.841797
	Iteration 27Q: 3 clusters Score -1484122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1484126.625000 Penalty: 4731.841797
	Iteration 28Q: 3 clusters Score -1484127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1484121.500000 Penalty: 4731.841797
	Iteration 29Q: 3 clusters Score -1484122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1484121.750000 Penalty: 4731.841797
	Iteration 30Q: 3 clusters Score -1484122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1484123.500000 Penalty: 4731.841797
	Iteration 31Q: 3 clusters Score -1484124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1484128.125000 Penalty: 4731.841797
	Iteration 32Q: 3 clusters Score -1484128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1484127.125000 Penalty: 4731.841797
	Iteration 33Q: 3 clusters Score -1484127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1484127.000000 Penalty: 4731.841797
	Iteration 34Q: 3 clusters Score -1484127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1484128.500000 Penalty: 4731.841797
	Iteration 35Q: 3 clusters Score -1484128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1484128.500000 Penalty: 4731.841797
	Iteration 36F: 3 clusters Score -1484128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (24411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Entering Unmasked Estep 
Score: -2761974.500000 Penalty: 2505.491699
	Iteration 0F: 2 clusters Score -2761974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2745043.500000 Penalty: 5010.983398
	Iteration 0F: 3 clusters Score -2745044 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2750918.750000 Penalty: 5010.983398
	Iteration 1F: 3 clusters Score -2750919 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2751401.000000 Penalty: 5010.983398
	Iteration 2F: 3 clusters Score -2751401 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2751877.500000 Penalty: 5010.983398
	Iteration 3Q: 3 clusters Score -2751878 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2752388.000000 Penalty: 5010.983398
	Iteration 4Q: 3 clusters Score -2752388 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2752943.250000 Penalty: 5010.983398
	Iteration 5Q: 3 clusters Score -2752943 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2753557.250000 Penalty: 5010.983398
	Iteration 6Q: 3 clusters Score -2753557 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2754267.250000 Penalty: 5010.983398
	Iteration 7F: 3 clusters Score -2754267 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2754926.000000 Penalty: 5010.983398
	Iteration 8F: 3 clusters Score -2754926 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2755485.750000 Penalty: 5010.983398
	Iteration 9Q: 3 clusters Score -2755486 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2755889.750000 Penalty: 5010.983398
	Iteration 10Q: 3 clusters Score -2755890 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2756245.500000 Penalty: 5010.983398
	Iteration 11Q: 3 clusters Score -2756246 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2756578.750000 Penalty: 5010.983398
	Iteration 12Q: 3 clusters Score -2756579 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2756860.750000 Penalty: 5010.983398
	Iteration 13Q: 3 clusters Score -2756861 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2757186.000000 Penalty: 5010.983398
	Iteration 14Q: 3 clusters Score -2757186 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2757513.250000 Penalty: 5010.983398
	Iteration 15Q: 3 clusters Score -2757513 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2757844.500000 Penalty: 5010.983398
	Iteration 16Q: 3 clusters Score -2757844 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2758180.500000 Penalty: 5010.983398
	Iteration 17Q: 3 clusters Score -2758180 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2758533.500000 Penalty: 5010.983398
	Iteration 18Q: 3 clusters Score -2758534 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2758835.500000 Penalty: 5010.983398
	Iteration 19Q: 3 clusters Score -2758836 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2759111.750000 Penalty: 5010.983398
	Iteration 20F: 3 clusters Score -2759112 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2759300.500000 Penalty: 5010.983398
	Iteration 21Q: 3 clusters Score -2759300 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2759455.500000 Penalty: 5010.983398
	Iteration 22Q: 3 clusters Score -2759456 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2759533.000000 Penalty: 5010.983398
	Iteration 23Q: 3 clusters Score -2759533 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2759587.750000 Penalty: 5010.983398
	Iteration 24Q: 3 clusters Score -2759588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2759642.000000 Penalty: 5010.983398
	Iteration 25Q: 3 clusters Score -2759642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2759684.250000 Penalty: 5010.983398
	Iteration 26Q: 3 clusters Score -2759684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2759717.000000 Penalty: 5010.983398
	Iteration 27Q: 3 clusters Score -2759717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2759745.500000 Penalty: 5010.983398
	Iteration 28Q: 3 clusters Score -2759746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2759767.500000 Penalty: 5010.983398
	Iteration 29Q: 3 clusters Score -2759768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2759783.750000 Penalty: 5010.983398
	Iteration 30Q: 3 clusters Score -2759784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2759802.000000 Penalty: 5010.983398
	Iteration 31Q: 3 clusters Score -2759802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2759808.000000 Penalty: 5010.983398
	Iteration 32Q: 3 clusters Score -2759808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2759812.750000 Penalty: 5010.983398
	Iteration 33Q: 3 clusters Score -2759813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2759820.000000 Penalty: 5010.983398
	Iteration 34Q: 3 clusters Score -2759820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2759820.750000 Penalty: 5010.983398
	Iteration 35Q: 3 clusters Score -2759821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2759826.000000 Penalty: 5010.983398
	Iteration 36Q: 3 clusters Score -2759826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2759830.500000 Penalty: 5010.983398
	Iteration 37Q: 3 clusters Score -2759830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2759830.250000 Penalty: 5010.983398
	Iteration 38Q: 3 clusters Score -2759830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2759830.250000 Penalty: 5010.983398
	Iteration 39F: 3 clusters Score -2759830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15268.532227 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15268.53 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 88 members 
Entering Unmasked Estep 
Score: -14135.363281 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14135.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14205.219727 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -14205.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14223.127930 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -14223.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14223.127930 Penalty: 2612.857666
	Iteration 3F: 3 clusters Score -14223.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Entering Unmasked Estep 
Score: -2164861.000000 Penalty: 2438.480469
	Iteration 0F: 2 clusters Score -2164861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2151627.250000 Penalty: 4876.960938
	Iteration 0F: 3 clusters Score -2151627 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2156093.250000 Penalty: 4876.960938
	Iteration 1F: 3 clusters Score -2156093 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2156655.000000 Penalty: 4876.960938
	Iteration 2F: 3 clusters Score -2156655 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2157178.250000 Penalty: 4876.960938
	Iteration 3F: 3 clusters Score -2157178 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2157810.000000 Penalty: 4876.960938
	Iteration 4F: 3 clusters Score -2157810 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2158526.250000 Penalty: 4876.960938
	Iteration 5F: 3 clusters Score -2158526 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2159383.250000 Penalty: 4876.960938
	Iteration 6F: 3 clusters Score -2159383 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2160267.500000 Penalty: 4876.960938
	Iteration 7F: 3 clusters Score -2160268 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2160927.500000 Penalty: 4876.960938
	Iteration 8F: 3 clusters Score -2160928 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2161352.750000 Penalty: 4876.960938
	Iteration 9Q: 3 clusters Score -2161353 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2161628.250000 Penalty: 4876.960938
	Iteration 10Q: 3 clusters Score -2161628 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2161775.750000 Penalty: 4876.960938
	Iteration 11Q: 3 clusters Score -2161776 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2161914.750000 Penalty: 4876.960938
	Iteration 12Q: 3 clusters Score -2161915 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2162023.000000 Penalty: 4876.960938
	Iteration 13Q: 3 clusters Score -2162023 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2162110.000000 Penalty: 4876.960938
	Iteration 14Q: 3 clusters Score -2162110 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2162205.000000 Penalty: 4876.960938
	Iteration 15Q: 3 clusters Score -2162205 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2162283.250000 Penalty: 4876.960938
	Iteration 16Q: 3 clusters Score -2162283 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2162360.750000 Penalty: 4876.960938
	Iteration 17Q: 3 clusters Score -2162361 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2162461.000000 Penalty: 4876.960938
	Iteration 18Q: 3 clusters Score -2162461 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2162539.500000 Penalty: 4876.960938
	Iteration 19Q: 3 clusters Score -2162540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2162595.250000 Penalty: 4876.960938
	Iteration 20F: 3 clusters Score -2162595 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2162642.000000 Penalty: 4876.960938
	Iteration 21Q: 3 clusters Score -2162642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2162682.250000 Penalty: 4876.960938
	Iteration 22Q: 3 clusters Score -2162682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2162719.000000 Penalty: 4876.960938
	Iteration 23Q: 3 clusters Score -2162719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2162755.000000 Penalty: 4876.960938
	Iteration 24Q: 3 clusters Score -2162755 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2162790.000000 Penalty: 4876.960938
	Iteration 25Q: 3 clusters Score -2162790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2162826.750000 Penalty: 4876.960938
	Iteration 26Q: 3 clusters Score -2162827 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2162869.250000 Penalty: 4876.960938
	Iteration 27Q: 3 clusters Score -2162869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2162900.000000 Penalty: 4876.960938
	Iteration 28Q: 3 clusters Score -2162900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2162931.250000 Penalty: 4876.960938
	Iteration 29Q: 3 clusters Score -2162931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2162959.500000 Penalty: 4876.960938
	Iteration 30Q: 3 clusters Score -2162960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2162968.250000 Penalty: 4876.960938
	Iteration 31Q: 3 clusters Score -2162968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2162980.750000 Penalty: 4876.960938
	Iteration 32Q: 3 clusters Score -2162981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2162982.750000 Penalty: 4876.960938
	Iteration 33Q: 3 clusters Score -2162983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2162988.000000 Penalty: 4876.960938
	Iteration 34Q: 3 clusters Score -2162988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2162990.000000 Penalty: 4876.960938
	Iteration 35Q: 3 clusters Score -2162990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2162994.250000 Penalty: 4876.960938
	Iteration 36Q: 3 clusters Score -2162994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2162998.000000 Penalty: 4876.960938
	Iteration 37Q: 3 clusters Score -2162998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2163000.000000 Penalty: 4876.960938
	Iteration 38Q: 3 clusters Score -2163000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2163000.250000 Penalty: 4876.960938
	Iteration 39Q: 3 clusters Score -2163000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2162999.250000 Penalty: 4876.960938
	Iteration 40F: 3 clusters Score -2162999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2163000.000000 Penalty: 4876.960938
	Iteration 41Q: 3 clusters Score -2163000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2162996.500000 Penalty: 4876.960938
	Iteration 42Q: 3 clusters Score -2162996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2162999.000000 Penalty: 4876.960938
	Iteration 43Q: 3 clusters Score -2162999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2162998.750000 Penalty: 4876.960938
	Iteration 44Q: 3 clusters Score -2162999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2162998.250000 Penalty: 4876.960938
	Iteration 45Q: 3 clusters Score -2162998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2163005.000000 Penalty: 4876.960938
	Iteration 46Q: 3 clusters Score -2163005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2163002.500000 Penalty: 4876.960938
	Iteration 47Q: 3 clusters Score -2163002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2163003.250000 Penalty: 4876.960938
	Iteration 48Q: 3 clusters Score -2163003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2163005.250000 Penalty: 4876.960938
	Iteration 49Q: 3 clusters Score -2163005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2163006.750000 Penalty: 4876.960938
	Iteration 50Q: 3 clusters Score -2163007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2163005.750000 Penalty: 4876.960938
	Iteration 51Q: 3 clusters Score -2163006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2163009.500000 Penalty: 4876.960938
	Iteration 52Q: 3 clusters Score -2163010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2163010.250000 Penalty: 4876.960938
	Iteration 53Q: 3 clusters Score -2163010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2163010.000000 Penalty: 4876.960938
	Iteration 54Q: 3 clusters Score -2163010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2163010.000000 Penalty: 4876.960938
	Iteration 55Q: 3 clusters Score -2163010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2163013.000000 Penalty: 4876.960938
	Iteration 56Q: 3 clusters Score -2163013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2163010.750000 Penalty: 4876.960938
	Iteration 57Q: 3 clusters Score -2163011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2163010.750000 Penalty: 4876.960938
	Iteration 58F: 3 clusters Score -2163011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -250635.218750 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -250635.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -247461.578125 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -247461.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -248741.046875 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -248741 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -249347.546875 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -249347.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -249813.125000 Penalty: 3973.302979
	Iteration 3F: 3 clusters Score -249813.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -250191.828125 Penalty: 3973.302979
	Iteration 4F: 3 clusters Score -250191.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -250446.968750 Penalty: 3973.302979
	Iteration 5F: 3 clusters Score -250447 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -250601.265625 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -250601.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -250704.250000 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -250704.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -250796.015625 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -250796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -250830.156250 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -250830.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -250845.046875 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -250845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -250857.421875 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -250857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -250864.375000 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -250864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -250869.890625 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -250869.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -250871.468750 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -250871.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -250871.468750 Penalty: 3973.302979
	Iteration 15F: 3 clusters Score -250871.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140795 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17613 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 824 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7840 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8261 members 
Mstep: Class 66 contains 2189 members 
Entering Unmasked Estep 
Score: -139290416.000000 Penalty: 230321.296875
Splitting cluster 55 changes total score from -139291712.000000 to -139290416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -522400.031250 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -522400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -517989.031250 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -517989 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -519003.593750 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -519003.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -519221.437500 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -519221.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -519363.812500 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -519363.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -519462.000000 Penalty: 4211.359375
	Iteration 4Q: 3 clusters Score -519462 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -519544.125000 Penalty: 4211.359375
	Iteration 5Q: 3 clusters Score -519544.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -519621.750000 Penalty: 4211.359375
	Iteration 6Q: 3 clusters Score -519621.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -519717.312500 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -519717.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -519813.250000 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -519813.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -519915.562500 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -519915.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -520036.562500 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -520036.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -520183.250000 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -520183.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -520315.125000 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -520315.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -520431.093750 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -520431.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -520534.562500 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -520534.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -520612.500000 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -520612.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -520666.156250 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -520666.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -520716.312500 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -520716.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -520743.875000 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -520743.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -520763.718750 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -520763.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -520780.093750 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -520780.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -520795.906250 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -520795.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -520810.031250 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -520810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -520822.843750 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -520822.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -520831.000000 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -520831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -520842.250000 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -520842.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -520852.437500 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -520852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -520860.656250 Penalty: 4211.359375
	Iteration 27Q: 3 clusters Score -520860.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -520867.968750 Penalty: 4211.359375
	Iteration 28Q: 3 clusters Score -520868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -520877.593750 Penalty: 4211.359375
	Iteration 29Q: 3 clusters Score -520877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -520885.843750 Penalty: 4211.359375
	Iteration 30Q: 3 clusters Score -520885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -520890.875000 Penalty: 4211.359375
	Iteration 31Q: 3 clusters Score -520890.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -520897.343750 Penalty: 4211.359375
	Iteration 32Q: 3 clusters Score -520897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -520900.562500 Penalty: 4211.359375
	Iteration 33Q: 3 clusters Score -520900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -520903.000000 Penalty: 4211.359375
	Iteration 34Q: 3 clusters Score -520903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -520903.000000 Penalty: 4211.359375
	Iteration 35F: 3 clusters Score -520903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (26134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Entering Unmasked Estep 
Score: -2987083.250000 Penalty: 2522.406250
	Iteration 0F: 2 clusters Score -2987083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2969070.500000 Penalty: 5044.812500
	Iteration 0F: 3 clusters Score -2969070 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2975337.750000 Penalty: 5044.812500
	Iteration 1F: 3 clusters Score -2975338 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2975817.750000 Penalty: 5044.812500
	Iteration 2F: 3 clusters Score -2975818 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2976258.500000 Penalty: 5044.812500
	Iteration 3Q: 3 clusters Score -2976258 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2976650.000000 Penalty: 5044.812500
	Iteration 4Q: 3 clusters Score -2976650 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2977074.250000 Penalty: 5044.812500
	Iteration 5Q: 3 clusters Score -2977074 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2977584.250000 Penalty: 5044.812500
	Iteration 6Q: 3 clusters Score -2977584 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2978313.250000 Penalty: 5044.812500
	Iteration 7Q: 3 clusters Score -2978313 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2979312.750000 Penalty: 5044.812500
	Iteration 8F: 3 clusters Score -2979313 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2980687.250000 Penalty: 5044.812500
	Iteration 9F: 3 clusters Score -2980687 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2982485.000000 Penalty: 5044.812500
	Iteration 10F: 3 clusters Score -2982485 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2984323.250000 Penalty: 5044.812500
	Iteration 11F: 3 clusters Score -2984323 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2985631.250000 Penalty: 5044.812500
	Iteration 12F: 3 clusters Score -2985631 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2986241.500000 Penalty: 5044.812500
	Iteration 13Q: 3 clusters Score -2986242 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2986558.500000 Penalty: 5044.812500
	Iteration 14Q: 3 clusters Score -2986558 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2986687.500000 Penalty: 5044.812500
	Iteration 15Q: 3 clusters Score -2986688 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2986746.000000 Penalty: 5044.812500
	Iteration 16Q: 3 clusters Score -2986746 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2986780.750000 Penalty: 5044.812500
	Iteration 17Q: 3 clusters Score -2986781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2986806.750000 Penalty: 5044.812500
	Iteration 18Q: 3 clusters Score -2986807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2986824.250000 Penalty: 5044.812500
	Iteration 19Q: 3 clusters Score -2986824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2986826.500000 Penalty: 5044.812500
	Iteration 20F: 3 clusters Score -2986826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2986827.000000 Penalty: 5044.812500
	Iteration 21Q: 3 clusters Score -2986827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2986817.000000 Penalty: 5044.812500
	Iteration 22Q: 3 clusters Score -2986817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2986814.250000 Penalty: 5044.812500
	Iteration 23Q: 3 clusters Score -2986814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2986816.500000 Penalty: 5044.812500
	Iteration 24Q: 3 clusters Score -2986816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2986824.250000 Penalty: 5044.812500
	Iteration 25Q: 3 clusters Score -2986824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2986830.500000 Penalty: 5044.812500
	Iteration 26Q: 3 clusters Score -2986830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2986829.500000 Penalty: 5044.812500
	Iteration 27Q: 3 clusters Score -2986830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2986831.750000 Penalty: 5044.812500
	Iteration 28Q: 3 clusters Score -2986832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2986835.250000 Penalty: 5044.812500
	Iteration 29Q: 3 clusters Score -2986835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2986831.750000 Penalty: 5044.812500
	Iteration 30Q: 3 clusters Score -2986832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2986838.250000 Penalty: 5044.812500
	Iteration 31Q: 3 clusters Score -2986838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2986829.750000 Penalty: 5044.812500
	Iteration 32Q: 3 clusters Score -2986830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2986835.250000 Penalty: 5044.812500
	Iteration 33Q: 3 clusters Score -2986835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2986831.750000 Penalty: 5044.812500
	Iteration 34Q: 3 clusters Score -2986832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2986834.000000 Penalty: 5044.812500
	Iteration 35Q: 3 clusters Score -2986834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2986832.250000 Penalty: 5044.812500
	Iteration 36Q: 3 clusters Score -2986832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2986829.750000 Penalty: 5044.812500
	Iteration 37Q: 3 clusters Score -2986830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2986830.250000 Penalty: 5044.812500
	Iteration 38Q: 3 clusters Score -2986830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2986830.250000 Penalty: 5044.812500
	Iteration 39F: 3 clusters Score -2986830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -169419.968750 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -169420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -166929.843750 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -166929.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -167457.265625 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -167457.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -167620.484375 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -167620.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -167718.765625 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -167718.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -167802.546875 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -167802.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -167869.406250 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -167869.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -167923.156250 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -167923.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -167970.031250 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -167970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -168004.906250 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -168004.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -168048.703125 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -168048.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -168083.203125 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -168083.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -168118.031250 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -168118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -168149.171875 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -168149.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -168170.953125 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -168171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -168197.406250 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -168197.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -168218.281250 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -168218.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -168235.015625 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -168235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -168254.546875 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -168254.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -168287.078125 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -168287.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -168360.968750 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -168361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -168442.734375 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -168442.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -168511.296875 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -168511.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -168581.015625 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -168581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -168643.859375 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -168643.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -168708.953125 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -168709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -168762.171875 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -168762.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -168801.421875 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -168801.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -168838.968750 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -168839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168866.031250 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -168866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -168881.921875 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -168881.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -168894.125000 Penalty: 3713.916016
	Iteration 30Q: 3 clusters Score -168894.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -168908.281250 Penalty: 3713.916016
	Iteration 31Q: 3 clusters Score -168908.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168924.312500 Penalty: 3713.916016
	Iteration 32Q: 3 clusters Score -168924.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -168944.500000 Penalty: 3713.916016
	Iteration 33Q: 3 clusters Score -168944.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -168958.265625 Penalty: 3713.916016
	Iteration 34Q: 3 clusters Score -168958.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -168969.031250 Penalty: 3713.916016
	Iteration 35Q: 3 clusters Score -168969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -168984.140625 Penalty: 3713.916016
	Iteration 36Q: 3 clusters Score -168984.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -169002.546875 Penalty: 3713.916016
	Iteration 37Q: 3 clusters Score -169002.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -169028.656250 Penalty: 3713.916016
	Iteration 38Q: 3 clusters Score -169028.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -169079.109375 Penalty: 3713.916016
	Iteration 39Q: 3 clusters Score -169079.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -169152.015625 Penalty: 3713.916016
	Iteration 40F: 3 clusters Score -169152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -169213.375000 Penalty: 3713.916016
	Iteration 41Q: 3 clusters Score -169213.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -169270.203125 Penalty: 3713.916016
	Iteration 42Q: 3 clusters Score -169270.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -169309.781250 Penalty: 3713.916016
	Iteration 43Q: 3 clusters Score -169309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -169334.890625 Penalty: 3713.916016
	Iteration 44Q: 3 clusters Score -169334.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169342.968750 Penalty: 3713.916016
	Iteration 45Q: 3 clusters Score -169343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169344.546875 Penalty: 3713.916016
	Iteration 46Q: 3 clusters Score -169344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169344.546875 Penalty: 3713.916016
	Iteration 47F: 3 clusters Score -169344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -534082.937500 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -534082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -529687.375000 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -529687.4 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -530748.187500 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -530748.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -530942.812500 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -530942.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -531057.312500 Penalty: 4205.621582
	Iteration 3Q: 3 clusters Score -531057.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -531162.312500 Penalty: 4205.621582
	Iteration 4Q: 3 clusters Score -531162.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -531266.750000 Penalty: 4205.621582
	Iteration 5Q: 3 clusters Score -531266.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -531350.375000 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -531350.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -531423.375000 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -531423.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -531508.625000 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -531508.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -531603.562500 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -531603.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -531706.000000 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -531706 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -531832.437500 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -531832.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -531948.125000 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -531948.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -532091.250000 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -532091.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -532225.562500 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -532225.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -532332.687500 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -532332.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -532422.562500 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -532422.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -532494.187500 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -532494.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -532558.312500 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -532558.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -532611.687500 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -532611.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -532654.500000 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -532654.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -532691.250000 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -532691.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -532721.312500 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -532721.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -532741.000000 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -532741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -532756.125000 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -532756.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -532765.625000 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -532765.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -532772.750000 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -532772.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -532777.250000 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -532777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -532780.187500 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -532780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -532784.437500 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -532784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -532786.437500 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -532786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -532787.625000 Penalty: 4205.621582
	Iteration 31Q: 3 clusters Score -532787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -532790.062500 Penalty: 4205.621582
	Iteration 32Q: 3 clusters Score -532790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -532790.937500 Penalty: 4205.621582
	Iteration 33Q: 3 clusters Score -532790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -532791.125000 Penalty: 4205.621582
	Iteration 34Q: 3 clusters Score -532791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -532791.937500 Penalty: 4205.621582
	Iteration 35Q: 3 clusters Score -532791.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -532791.937500 Penalty: 4205.621582
	Iteration 36F: 3 clusters Score -532791.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Entering Unmasked Estep 
Score: -741357.125000 Penalty: 2223.814697
	Iteration 0F: 2 clusters Score -741357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -735097.500000 Penalty: 4447.629395
	Iteration 0F: 3 clusters Score -735097.5 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -736978.750000 Penalty: 4447.629395
	Iteration 1F: 3 clusters Score -736978.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -737486.875000 Penalty: 4447.629395
	Iteration 2F: 3 clusters Score -737486.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -737927.687500 Penalty: 4447.629395
	Iteration 3F: 3 clusters Score -737927.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -738280.937500 Penalty: 4447.629395
	Iteration 4F: 3 clusters Score -738280.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -738538.812500 Penalty: 4447.629395
	Iteration 5F: 3 clusters Score -738538.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -738697.187500 Penalty: 4447.629395
	Iteration 6Q: 3 clusters Score -738697.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -738814.750000 Penalty: 4447.629395
	Iteration 7Q: 3 clusters Score -738814.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -738898.750000 Penalty: 4447.629395
	Iteration 8Q: 3 clusters Score -738898.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -738945.875000 Penalty: 4447.629395
	Iteration 9Q: 3 clusters Score -738945.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -738991.625000 Penalty: 4447.629395
	Iteration 10Q: 3 clusters Score -738991.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -739032.125000 Penalty: 4447.629395
	Iteration 11Q: 3 clusters Score -739032.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -739056.000000 Penalty: 4447.629395
	Iteration 12Q: 3 clusters Score -739056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -739076.937500 Penalty: 4447.629395
	Iteration 13Q: 3 clusters Score -739076.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -739095.625000 Penalty: 4447.629395
	Iteration 14Q: 3 clusters Score -739095.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -739116.562500 Penalty: 4447.629395
	Iteration 15Q: 3 clusters Score -739116.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -739135.562500 Penalty: 4447.629395
	Iteration 16Q: 3 clusters Score -739135.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -739145.125000 Penalty: 4447.629395
	Iteration 17Q: 3 clusters Score -739145.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -739156.812500 Penalty: 4447.629395
	Iteration 18Q: 3 clusters Score -739156.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -739165.062500 Penalty: 4447.629395
	Iteration 19Q: 3 clusters Score -739165.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -739182.062500 Penalty: 4447.629395
	Iteration 20F: 3 clusters Score -739182.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -739198.312500 Penalty: 4447.629395
	Iteration 21Q: 3 clusters Score -739198.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -739222.625000 Penalty: 4447.629395
	Iteration 22Q: 3 clusters Score -739222.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -739243.750000 Penalty: 4447.629395
	Iteration 23Q: 3 clusters Score -739243.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -739260.437500 Penalty: 4447.629395
	Iteration 24Q: 3 clusters Score -739260.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -739283.750000 Penalty: 4447.629395
	Iteration 25Q: 3 clusters Score -739283.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -739305.000000 Penalty: 4447.629395
	Iteration 26Q: 3 clusters Score -739305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -739322.125000 Penalty: 4447.629395
	Iteration 27Q: 3 clusters Score -739322.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -739338.812500 Penalty: 4447.629395
	Iteration 28Q: 3 clusters Score -739338.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -739360.375000 Penalty: 4447.629395
	Iteration 29Q: 3 clusters Score -739360.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -739384.125000 Penalty: 4447.629395
	Iteration 30Q: 3 clusters Score -739384.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -739410.937500 Penalty: 4447.629395
	Iteration 31Q: 3 clusters Score -739410.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -739427.062500 Penalty: 4447.629395
	Iteration 32Q: 3 clusters Score -739427.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -739447.125000 Penalty: 4447.629395
	Iteration 33Q: 3 clusters Score -739447.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -739469.250000 Penalty: 4447.629395
	Iteration 34Q: 3 clusters Score -739469.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -739484.312500 Penalty: 4447.629395
	Iteration 35Q: 3 clusters Score -739484.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -739500.937500 Penalty: 4447.629395
	Iteration 36Q: 3 clusters Score -739500.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -739516.875000 Penalty: 4447.629395
	Iteration 37Q: 3 clusters Score -739516.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -739539.562500 Penalty: 4447.629395
	Iteration 38Q: 3 clusters Score -739539.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -739572.937500 Penalty: 4447.629395
	Iteration 39Q: 3 clusters Score -739572.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -739603.500000 Penalty: 4447.629395
	Iteration 40F: 3 clusters Score -739603.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -739630.250000 Penalty: 4447.629395
	Iteration 41Q: 3 clusters Score -739630.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -739652.687500 Penalty: 4447.629395
	Iteration 42Q: 3 clusters Score -739652.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -739674.750000 Penalty: 4447.629395
	Iteration 43Q: 3 clusters Score -739674.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -739698.312500 Penalty: 4447.629395
	Iteration 44Q: 3 clusters Score -739698.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -739719.625000 Penalty: 4447.629395
	Iteration 45Q: 3 clusters Score -739719.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -739737.250000 Penalty: 4447.629395
	Iteration 46Q: 3 clusters Score -739737.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -739755.187500 Penalty: 4447.629395
	Iteration 47Q: 3 clusters Score -739755.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -739777.875000 Penalty: 4447.629395
	Iteration 48Q: 3 clusters Score -739777.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -739802.312500 Penalty: 4447.629395
	Iteration 49Q: 3 clusters Score -739802.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -739823.000000 Penalty: 4447.629395
	Iteration 50Q: 3 clusters Score -739823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -739840.375000 Penalty: 4447.629395
	Iteration 51Q: 3 clusters Score -739840.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -739861.187500 Penalty: 4447.629395
	Iteration 52Q: 3 clusters Score -739861.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -739891.875000 Penalty: 4447.629395
	Iteration 53Q: 3 clusters Score -739891.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -739920.250000 Penalty: 4447.629395
	Iteration 54Q: 3 clusters Score -739920.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -739951.062500 Penalty: 4447.629395
	Iteration 55Q: 3 clusters Score -739951.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -739972.562500 Penalty: 4447.629395
	Iteration 56Q: 3 clusters Score -739972.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -739993.375000 Penalty: 4447.629395
	Iteration 57Q: 3 clusters Score -739993.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -740004.687500 Penalty: 4447.629395
	Iteration 58Q: 3 clusters Score -740004.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -740013.062500 Penalty: 4447.629395
	Iteration 59Q: 3 clusters Score -740013.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -740019.750000 Penalty: 4447.629395
	Iteration 60F: 3 clusters Score -740019.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -740027.250000 Penalty: 4447.629395
	Iteration 61Q: 3 clusters Score -740027.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -740031.687500 Penalty: 4447.629395
	Iteration 62Q: 3 clusters Score -740031.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -740036.875000 Penalty: 4447.629395
	Iteration 63Q: 3 clusters Score -740036.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -740051.750000 Penalty: 4447.629395
	Iteration 64Q: 3 clusters Score -740051.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -740062.687500 Penalty: 4447.629395
	Iteration 65Q: 3 clusters Score -740062.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -740071.375000 Penalty: 4447.629395
	Iteration 66Q: 3 clusters Score -740071.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -740081.687500 Penalty: 4447.629395
	Iteration 67Q: 3 clusters Score -740081.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -740088.875000 Penalty: 4447.629395
	Iteration 68Q: 3 clusters Score -740088.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -740098.625000 Penalty: 4447.629395
	Iteration 69Q: 3 clusters Score -740098.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -740111.000000 Penalty: 4447.629395
	Iteration 70Q: 3 clusters Score -740111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -740122.187500 Penalty: 4447.629395
	Iteration 71Q: 3 clusters Score -740122.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -740134.875000 Penalty: 4447.629395
	Iteration 72Q: 3 clusters Score -740134.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -740150.250000 Penalty: 4447.629395
	Iteration 73Q: 3 clusters Score -740150.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -740160.375000 Penalty: 4447.629395
	Iteration 74Q: 3 clusters Score -740160.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -740169.437500 Penalty: 4447.629395
	Iteration 75Q: 3 clusters Score -740169.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -740174.937500 Penalty: 4447.629395
	Iteration 76Q: 3 clusters Score -740174.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -740185.687500 Penalty: 4447.629395
	Iteration 77Q: 3 clusters Score -740185.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -740190.250000 Penalty: 4447.629395
	Iteration 78Q: 3 clusters Score -740190.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -740199.875000 Penalty: 4447.629395
	Iteration 79Q: 3 clusters Score -740199.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -740203.562500 Penalty: 4447.629395
	Iteration 80F: 3 clusters Score -740203.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -740207.187500 Penalty: 4447.629395
	Iteration 81Q: 3 clusters Score -740207.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -740221.187500 Penalty: 4447.629395
	Iteration 82Q: 3 clusters Score -740221.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -740233.562500 Penalty: 4447.629395
	Iteration 83Q: 3 clusters Score -740233.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -740246.437500 Penalty: 4447.629395
	Iteration 84Q: 3 clusters Score -740246.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -740259.937500 Penalty: 4447.629395
	Iteration 85Q: 3 clusters Score -740259.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -740274.937500 Penalty: 4447.629395
	Iteration 86Q: 3 clusters Score -740274.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -740289.562500 Penalty: 4447.629395
	Iteration 87Q: 3 clusters Score -740289.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -740301.125000 Penalty: 4447.629395
	Iteration 88Q: 3 clusters Score -740301.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -740311.500000 Penalty: 4447.629395
	Iteration 89Q: 3 clusters Score -740311.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -740328.625000 Penalty: 4447.629395
	Iteration 90Q: 3 clusters Score -740328.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -740348.562500 Penalty: 4447.629395
	Iteration 91Q: 3 clusters Score -740348.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -740364.250000 Penalty: 4447.629395
	Iteration 92Q: 3 clusters Score -740364.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -740373.875000 Penalty: 4447.629395
	Iteration 93Q: 3 clusters Score -740373.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -740381.375000 Penalty: 4447.629395
	Iteration 94Q: 3 clusters Score -740381.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -740388.812500 Penalty: 4447.629395
	Iteration 95Q: 3 clusters Score -740388.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -740392.437500 Penalty: 4447.629395
	Iteration 96Q: 3 clusters Score -740392.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -740397.750000 Penalty: 4447.629395
	Iteration 97Q: 3 clusters Score -740397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -740402.250000 Penalty: 4447.629395
	Iteration 98Q: 3 clusters Score -740402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -740404.062500 Penalty: 4447.629395
	Iteration 99Q: 3 clusters Score -740404.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -740408.437500 Penalty: 4447.629395
	Iteration 100F: 3 clusters Score -740408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -740411.062500 Penalty: 4447.629395
	Iteration 101Q: 3 clusters Score -740411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -740414.187500 Penalty: 4447.629395
	Iteration 102Q: 3 clusters Score -740414.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -740415.875000 Penalty: 4447.629395
	Iteration 103Q: 3 clusters Score -740415.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -740420.812500 Penalty: 4447.629395
	Iteration 104Q: 3 clusters Score -740420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -740420.437500 Penalty: 4447.629395
	Iteration 105Q: 3 clusters Score -740420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -740424.187500 Penalty: 4447.629395
	Iteration 106Q: 3 clusters Score -740424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -740422.750000 Penalty: 4447.629395
	Iteration 107Q: 3 clusters Score -740422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -740422.750000 Penalty: 4447.629395
	Iteration 108F: 3 clusters Score -740422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (41848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Entering Unmasked Estep 
Score: -4387307.000000 Penalty: 2639.166260
	Iteration 0F: 2 clusters Score -4387307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4359149.000000 Penalty: 5278.332520
	Iteration 0F: 3 clusters Score -4359149 nChanged 19142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -4369826.500000 Penalty: 5278.332520
	Iteration 1F: 3 clusters Score -4369826 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -4370683.500000 Penalty: 5278.332520
	Iteration 2F: 3 clusters Score -4370684 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4371681.000000 Penalty: 5278.332520
	Iteration 3F: 3 clusters Score -4371681 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4372752.500000 Penalty: 5278.332520
	Iteration 4F: 3 clusters Score -4372752 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -4373901.000000 Penalty: 5278.332520
	Iteration 5F: 3 clusters Score -4373901 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -4375057.000000 Penalty: 5278.332520
	Iteration 6F: 3 clusters Score -4375057 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -4376276.500000 Penalty: 5278.332520
	Iteration 7F: 3 clusters Score -4376276 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4377611.000000 Penalty: 5278.332520
	Iteration 8F: 3 clusters Score -4377611 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -4379032.000000 Penalty: 5278.332520
	Iteration 9Q: 3 clusters Score -4379032 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4380435.500000 Penalty: 5278.332520
	Iteration 10Q: 3 clusters Score -4380436 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -4381828.000000 Penalty: 5278.332520
	Iteration 11Q: 3 clusters Score -4381828 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4382802.000000 Penalty: 5278.332520
	Iteration 12Q: 3 clusters Score -4382802 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4383474.000000 Penalty: 5278.332520
	Iteration 13Q: 3 clusters Score -4383474 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4383889.000000 Penalty: 5278.332520
	Iteration 14Q: 3 clusters Score -4383889 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4384193.000000 Penalty: 5278.332520
	Iteration 15Q: 3 clusters Score -4384193 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4384409.500000 Penalty: 5278.332520
	Iteration 16Q: 3 clusters Score -4384410 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -4384540.500000 Penalty: 5278.332520
	Iteration 17Q: 3 clusters Score -4384540 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4384633.500000 Penalty: 5278.332520
	Iteration 18Q: 3 clusters Score -4384634 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4384730.500000 Penalty: 5278.332520
	Iteration 19Q: 3 clusters Score -4384730 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4384810.500000 Penalty: 5278.332520
	Iteration 20F: 3 clusters Score -4384810 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4384868.000000 Penalty: 5278.332520
	Iteration 21Q: 3 clusters Score -4384868 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -4384945.000000 Penalty: 5278.332520
	Iteration 22Q: 3 clusters Score -4384945 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -4385015.000000 Penalty: 5278.332520
	Iteration 23Q: 3 clusters Score -4385015 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4385087.000000 Penalty: 5278.332520
	Iteration 24Q: 3 clusters Score -4385087 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -4385154.500000 Penalty: 5278.332520
	Iteration 25Q: 3 clusters Score -4385154 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4385220.500000 Penalty: 5278.332520
	Iteration 26Q: 3 clusters Score -4385220 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4385273.500000 Penalty: 5278.332520
	Iteration 27Q: 3 clusters Score -4385274 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -4385342.500000 Penalty: 5278.332520
	Iteration 28Q: 3 clusters Score -4385342 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4385407.000000 Penalty: 5278.332520
	Iteration 29Q: 3 clusters Score -4385407 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -4385466.500000 Penalty: 5278.332520
	Iteration 30Q: 3 clusters Score -4385466 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -4385539.000000 Penalty: 5278.332520
	Iteration 31Q: 3 clusters Score -4385539 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -4385578.000000 Penalty: 5278.332520
	Iteration 32Q: 3 clusters Score -4385578 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4385612.000000 Penalty: 5278.332520
	Iteration 33Q: 3 clusters Score -4385612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -4385647.500000 Penalty: 5278.332520
	Iteration 34Q: 3 clusters Score -4385648 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4385668.000000 Penalty: 5278.332520
	Iteration 35Q: 3 clusters Score -4385668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -4385683.500000 Penalty: 5278.332520
	Iteration 36Q: 3 clusters Score -4385684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -4385690.000000 Penalty: 5278.332520
	Iteration 37Q: 3 clusters Score -4385690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4385702.000000 Penalty: 5278.332520
	Iteration 38Q: 3 clusters Score -4385702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4385701.000000 Penalty: 5278.332520
	Iteration 39Q: 3 clusters Score -4385701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4385707.500000 Penalty: 5278.332520
	Iteration 40F: 3 clusters Score -4385708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -4385717.500000 Penalty: 5278.332520
	Iteration 41Q: 3 clusters Score -4385718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -4385728.500000 Penalty: 5278.332520
	Iteration 42Q: 3 clusters Score -4385728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -4385728.000000 Penalty: 5278.332520
	Iteration 43Q: 3 clusters Score -4385728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -4385722.000000 Penalty: 5278.332520
	Iteration 44Q: 3 clusters Score -4385722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4385728.500000 Penalty: 5278.332520
	Iteration 45Q: 3 clusters Score -4385728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -4385733.000000 Penalty: 5278.332520
	Iteration 46Q: 3 clusters Score -4385733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -4385732.500000 Penalty: 5278.332520
	Iteration 47Q: 3 clusters Score -4385732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -4385736.500000 Penalty: 5278.332520
	Iteration 48Q: 3 clusters Score -4385736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -4385732.000000 Penalty: 5278.332520
	Iteration 49Q: 3 clusters Score -4385732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4385736.000000 Penalty: 5278.332520
	Iteration 50Q: 3 clusters Score -4385736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -4385735.500000 Penalty: 5278.332520
	Iteration 51Q: 3 clusters Score -4385736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -4385740.000000 Penalty: 5278.332520
	Iteration 52Q: 3 clusters Score -4385740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -4385739.500000 Penalty: 5278.332520
	Iteration 53Q: 3 clusters Score -4385740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4385741.500000 Penalty: 5278.332520
	Iteration 54Q: 3 clusters Score -4385742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -4385742.000000 Penalty: 5278.332520
	Iteration 55Q: 3 clusters Score -4385742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -4385745.500000 Penalty: 5278.332520
	Iteration 56Q: 3 clusters Score -4385746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4385745.500000 Penalty: 5278.332520
	Iteration 57Q: 3 clusters Score -4385746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4385745.500000 Penalty: 5278.332520
	Iteration 58F: 3 clusters Score -4385746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -52953.058594 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -52953.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51398.933594 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -51398.93 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51638.621094 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -51638.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51749.089844 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -51749.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51874.226562 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -51874.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51978.339844 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -51978.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52099.117188 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -52099.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52177.132812 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -52177.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52225.113281 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -52225.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52290.843750 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -52290.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52305.191406 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -52305.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52310.589844 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -52310.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52317.816406 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -52317.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52326.421875 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -52326.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52336.019531 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -52336.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52341.957031 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -52341.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52356.335938 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -52356.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52363.363281 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -52363.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52368.289062 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -52368.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52368.289062 Penalty: 3126.099121
	Iteration 18F: 3 clusters Score -52368.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (9716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Entering Unmasked Estep 
Score: -1076859.750000 Penalty: 2277.019287
	Iteration 0F: 2 clusters Score -1076860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1069384.250000 Penalty: 4554.038574
	Iteration 0F: 3 clusters Score -1069384 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1071591.750000 Penalty: 4554.038574
	Iteration 1F: 3 clusters Score -1071592 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1071911.250000 Penalty: 4554.038574
	Iteration 2F: 3 clusters Score -1071911 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1072162.000000 Penalty: 4554.038574
	Iteration 3F: 3 clusters Score -1072162 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1072384.875000 Penalty: 4554.038574
	Iteration 4Q: 3 clusters Score -1072385 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1072592.250000 Penalty: 4554.038574
	Iteration 5Q: 3 clusters Score -1072592 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1072742.750000 Penalty: 4554.038574
	Iteration 6Q: 3 clusters Score -1072743 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1072877.500000 Penalty: 4554.038574
	Iteration 7Q: 3 clusters Score -1072878 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1073001.875000 Penalty: 4554.038574
	Iteration 8Q: 3 clusters Score -1073002 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1073114.625000 Penalty: 4554.038574
	Iteration 9Q: 3 clusters Score -1073115 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1073250.125000 Penalty: 4554.038574
	Iteration 10Q: 3 clusters Score -1073250 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1073407.750000 Penalty: 4554.038574
	Iteration 11Q: 3 clusters Score -1073408 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1073594.375000 Penalty: 4554.038574
	Iteration 12Q: 3 clusters Score -1073594 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1073808.375000 Penalty: 4554.038574
	Iteration 13Q: 3 clusters Score -1073808 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1074062.375000 Penalty: 4554.038574
	Iteration 14Q: 3 clusters Score -1074062 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1074312.250000 Penalty: 4554.038574
	Iteration 15Q: 3 clusters Score -1074312 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1074495.500000 Penalty: 4554.038574
	Iteration 16Q: 3 clusters Score -1074496 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1074636.000000 Penalty: 4554.038574
	Iteration 17Q: 3 clusters Score -1074636 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1074744.375000 Penalty: 4554.038574
	Iteration 18Q: 3 clusters Score -1074744 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1074832.250000 Penalty: 4554.038574
	Iteration 19Q: 3 clusters Score -1074832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1074897.125000 Penalty: 4554.038574
	Iteration 20F: 3 clusters Score -1074897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1074930.125000 Penalty: 4554.038574
	Iteration 21Q: 3 clusters Score -1074930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1074955.125000 Penalty: 4554.038574
	Iteration 22Q: 3 clusters Score -1074955 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1074980.375000 Penalty: 4554.038574
	Iteration 23Q: 3 clusters Score -1074980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1075006.000000 Penalty: 4554.038574
	Iteration 24Q: 3 clusters Score -1075006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1075025.000000 Penalty: 4554.038574
	Iteration 25Q: 3 clusters Score -1075025 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1075043.500000 Penalty: 4554.038574
	Iteration 26Q: 3 clusters Score -1075044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1075062.500000 Penalty: 4554.038574
	Iteration 27Q: 3 clusters Score -1075062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1075080.250000 Penalty: 4554.038574
	Iteration 28Q: 3 clusters Score -1075080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1075096.375000 Penalty: 4554.038574
	Iteration 29Q: 3 clusters Score -1075096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1075113.875000 Penalty: 4554.038574
	Iteration 30Q: 3 clusters Score -1075114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1075131.000000 Penalty: 4554.038574
	Iteration 31Q: 3 clusters Score -1075131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1075150.875000 Penalty: 4554.038574
	Iteration 32Q: 3 clusters Score -1075151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1075172.000000 Penalty: 4554.038574
	Iteration 33Q: 3 clusters Score -1075172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1075191.125000 Penalty: 4554.038574
	Iteration 34Q: 3 clusters Score -1075191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1075212.625000 Penalty: 4554.038574
	Iteration 35Q: 3 clusters Score -1075213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1075237.875000 Penalty: 4554.038574
	Iteration 36Q: 3 clusters Score -1075238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1075257.250000 Penalty: 4554.038574
	Iteration 37Q: 3 clusters Score -1075257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1075269.125000 Penalty: 4554.038574
	Iteration 38Q: 3 clusters Score -1075269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1075288.375000 Penalty: 4554.038574
	Iteration 39Q: 3 clusters Score -1075288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1075307.125000 Penalty: 4554.038574
	Iteration 40F: 3 clusters Score -1075307 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1075330.250000 Penalty: 4554.038574
	Iteration 41Q: 3 clusters Score -1075330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1075365.625000 Penalty: 4554.038574
	Iteration 42Q: 3 clusters Score -1075366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1075394.750000 Penalty: 4554.038574
	Iteration 43Q: 3 clusters Score -1075395 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1075431.625000 Penalty: 4554.038574
	Iteration 44Q: 3 clusters Score -1075432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1075470.750000 Penalty: 4554.038574
	Iteration 45Q: 3 clusters Score -1075471 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1075512.000000 Penalty: 4554.038574
	Iteration 46Q: 3 clusters Score -1075512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1075559.125000 Penalty: 4554.038574
	Iteration 47Q: 3 clusters Score -1075559 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1075611.125000 Penalty: 4554.038574
	Iteration 48Q: 3 clusters Score -1075611 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1075658.875000 Penalty: 4554.038574
	Iteration 49Q: 3 clusters Score -1075659 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1075712.875000 Penalty: 4554.038574
	Iteration 50Q: 3 clusters Score -1075713 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1075757.625000 Penalty: 4554.038574
	Iteration 51Q: 3 clusters Score -1075758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1075795.750000 Penalty: 4554.038574
	Iteration 52Q: 3 clusters Score -1075796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1075824.000000 Penalty: 4554.038574
	Iteration 53Q: 3 clusters Score -1075824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1075839.125000 Penalty: 4554.038574
	Iteration 54Q: 3 clusters Score -1075839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1075853.250000 Penalty: 4554.038574
	Iteration 55Q: 3 clusters Score -1075853 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1075862.750000 Penalty: 4554.038574
	Iteration 56Q: 3 clusters Score -1075863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1075873.125000 Penalty: 4554.038574
	Iteration 57Q: 3 clusters Score -1075873 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1075883.125000 Penalty: 4554.038574
	Iteration 58Q: 3 clusters Score -1075883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1075886.250000 Penalty: 4554.038574
	Iteration 59Q: 3 clusters Score -1075886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1075894.500000 Penalty: 4554.038574
	Iteration 60F: 3 clusters Score -1075894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1075903.125000 Penalty: 4554.038574
	Iteration 61Q: 3 clusters Score -1075903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1075906.625000 Penalty: 4554.038574
	Iteration 62Q: 3 clusters Score -1075907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1075909.250000 Penalty: 4554.038574
	Iteration 63Q: 3 clusters Score -1075909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1075915.375000 Penalty: 4554.038574
	Iteration 64Q: 3 clusters Score -1075915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1075917.000000 Penalty: 4554.038574
	Iteration 65Q: 3 clusters Score -1075917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1075919.000000 Penalty: 4554.038574
	Iteration 66Q: 3 clusters Score -1075919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1075920.500000 Penalty: 4554.038574
	Iteration 67Q: 3 clusters Score -1075920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1075920.000000 Penalty: 4554.038574
	Iteration 68Q: 3 clusters Score -1075920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1075924.250000 Penalty: 4554.038574
	Iteration 69Q: 3 clusters Score -1075924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1075926.125000 Penalty: 4554.038574
	Iteration 70Q: 3 clusters Score -1075926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1075928.125000 Penalty: 4554.038574
	Iteration 71Q: 3 clusters Score -1075928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1075929.875000 Penalty: 4554.038574
	Iteration 72Q: 3 clusters Score -1075930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1075929.000000 Penalty: 4554.038574
	Iteration 73Q: 3 clusters Score -1075929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1075927.500000 Penalty: 4554.038574
	Iteration 74Q: 3 clusters Score -1075928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1075925.125000 Penalty: 4554.038574
	Iteration 75Q: 3 clusters Score -1075925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1075927.000000 Penalty: 4554.038574
	Iteration 76Q: 3 clusters Score -1075927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1075927.000000 Penalty: 4554.038574
	Iteration 77F: 3 clusters Score -1075927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (13385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Entering Unmasked Estep 
Score: -1538767.625000 Penalty: 2356.468750
	Iteration 0F: 2 clusters Score -1538768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1528902.125000 Penalty: 4712.937500
	Iteration 0F: 3 clusters Score -1528902 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1531941.000000 Penalty: 4712.937500
	Iteration 1F: 3 clusters Score -1531941 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1532246.625000 Penalty: 4712.937500
	Iteration 2F: 3 clusters Score -1532247 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1532441.500000 Penalty: 4712.937500
	Iteration 3Q: 3 clusters Score -1532442 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1532591.125000 Penalty: 4712.937500
	Iteration 4Q: 3 clusters Score -1532591 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1532708.875000 Penalty: 4712.937500
	Iteration 5Q: 3 clusters Score -1532709 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1532824.875000 Penalty: 4712.937500
	Iteration 6Q: 3 clusters Score -1532825 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1532929.875000 Penalty: 4712.937500
	Iteration 7Q: 3 clusters Score -1532930 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1533058.250000 Penalty: 4712.937500
	Iteration 8Q: 3 clusters Score -1533058 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1533179.375000 Penalty: 4712.937500
	Iteration 9Q: 3 clusters Score -1533179 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1533342.125000 Penalty: 4712.937500
	Iteration 10Q: 3 clusters Score -1533342 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1533547.375000 Penalty: 4712.937500
	Iteration 11Q: 3 clusters Score -1533547 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1533832.875000 Penalty: 4712.937500
	Iteration 12Q: 3 clusters Score -1533833 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1534173.750000 Penalty: 4712.937500
	Iteration 13Q: 3 clusters Score -1534174 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1534609.000000 Penalty: 4712.937500
	Iteration 14Q: 3 clusters Score -1534609 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1535073.875000 Penalty: 4712.937500
	Iteration 15Q: 3 clusters Score -1535074 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1535520.750000 Penalty: 4712.937500
	Iteration 16Q: 3 clusters Score -1535521 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1535910.500000 Penalty: 4712.937500
	Iteration 17Q: 3 clusters Score -1535910 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1536179.250000 Penalty: 4712.937500
	Iteration 18Q: 3 clusters Score -1536179 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1536342.500000 Penalty: 4712.937500
	Iteration 19Q: 3 clusters Score -1536342 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1536461.125000 Penalty: 4712.937500
	Iteration 20F: 3 clusters Score -1536461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1536557.375000 Penalty: 4712.937500
	Iteration 21Q: 3 clusters Score -1536557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1536615.250000 Penalty: 4712.937500
	Iteration 22Q: 3 clusters Score -1536615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1536653.500000 Penalty: 4712.937500
	Iteration 23Q: 3 clusters Score -1536654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1536672.875000 Penalty: 4712.937500
	Iteration 24Q: 3 clusters Score -1536673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1536686.125000 Penalty: 4712.937500
	Iteration 25Q: 3 clusters Score -1536686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1536689.750000 Penalty: 4712.937500
	Iteration 26Q: 3 clusters Score -1536690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1536699.750000 Penalty: 4712.937500
	Iteration 27Q: 3 clusters Score -1536700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1536709.125000 Penalty: 4712.937500
	Iteration 28Q: 3 clusters Score -1536709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1536715.500000 Penalty: 4712.937500
	Iteration 29Q: 3 clusters Score -1536716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1536723.500000 Penalty: 4712.937500
	Iteration 30Q: 3 clusters Score -1536724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1536728.000000 Penalty: 4712.937500
	Iteration 31Q: 3 clusters Score -1536728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1536740.125000 Penalty: 4712.937500
	Iteration 32Q: 3 clusters Score -1536740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1536739.875000 Penalty: 4712.937500
	Iteration 33Q: 3 clusters Score -1536740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1536744.125000 Penalty: 4712.937500
	Iteration 34Q: 3 clusters Score -1536744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1536751.875000 Penalty: 4712.937500
	Iteration 35Q: 3 clusters Score -1536752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1536757.875000 Penalty: 4712.937500
	Iteration 36Q: 3 clusters Score -1536758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1536762.500000 Penalty: 4712.937500
	Iteration 37Q: 3 clusters Score -1536762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1536766.000000 Penalty: 4712.937500
	Iteration 38Q: 3 clusters Score -1536766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1536771.625000 Penalty: 4712.937500
	Iteration 39Q: 3 clusters Score -1536772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1536771.625000 Penalty: 4712.937500
	Iteration 40F: 3 clusters Score -1536772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1536773.500000 Penalty: 4712.937500
	Iteration 41Q: 3 clusters Score -1536774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1536775.000000 Penalty: 4712.937500
	Iteration 42Q: 3 clusters Score -1536775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1536775.000000 Penalty: 4712.937500
	Iteration 43F: 3 clusters Score -1536775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -891754.000000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -891754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -885216.062500 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -885216.1 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -887076.062500 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -887076.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -887510.500000 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -887510.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -887872.125000 Penalty: 4473.573242
	Iteration 3F: 3 clusters Score -887872.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -888171.687500 Penalty: 4473.573242
	Iteration 4F: 3 clusters Score -888171.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -888442.125000 Penalty: 4473.573242
	Iteration 5F: 3 clusters Score -888442.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -888685.562500 Penalty: 4473.573242
	Iteration 6Q: 3 clusters Score -888685.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -888872.250000 Penalty: 4473.573242
	Iteration 7Q: 3 clusters Score -888872.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -889007.562500 Penalty: 4473.573242
	Iteration 8Q: 3 clusters Score -889007.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -889122.062500 Penalty: 4473.573242
	Iteration 9Q: 3 clusters Score -889122.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -889199.375000 Penalty: 4473.573242
	Iteration 10Q: 3 clusters Score -889199.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -889252.625000 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -889252.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -889292.625000 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -889292.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -889324.187500 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -889324.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -889347.062500 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -889347.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -889369.937500 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -889369.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -889386.687500 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -889386.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -889398.562500 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -889398.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -889406.750000 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -889406.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -889417.625000 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -889417.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -889426.812500 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -889426.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -889432.125000 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -889432.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -889443.437500 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -889443.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -889446.812500 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -889446.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -889450.500000 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -889450.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -889452.562500 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -889452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -889456.687500 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -889456.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -889459.562500 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -889459.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -889462.187500 Penalty: 4473.573242
	Iteration 28Q: 3 clusters Score -889462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -889462.125000 Penalty: 4473.573242
	Iteration 29Q: 3 clusters Score -889462.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -889463.437500 Penalty: 4473.573242
	Iteration 30Q: 3 clusters Score -889463.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -889467.000000 Penalty: 4473.573242
	Iteration 31Q: 3 clusters Score -889467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -889467.875000 Penalty: 4473.573242
	Iteration 32Q: 3 clusters Score -889467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -889468.062500 Penalty: 4473.573242
	Iteration 33Q: 3 clusters Score -889468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -889468.062500 Penalty: 4473.573242
	Iteration 34Q: 3 clusters Score -889468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -889469.625000 Penalty: 4473.573242
	Iteration 35Q: 3 clusters Score -889469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -889469.625000 Penalty: 4473.573242
	Iteration 36F: 3 clusters Score -889469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140795 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17613 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13905 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7840 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291744.000000 Penalty: 226831.578125
Iteration 399Q: 66 clusters Score -1.392917e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140786 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10381 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8437 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7569 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17614 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13910 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7841 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291856.000000 Penalty: 226831.578125
Iteration 400F: 66 clusters Score -1.392919e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11716 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140785 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10380 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8434 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7547 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17608 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13910 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7844 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291840.000000 Penalty: 226831.578125
Iteration 401Q: 66 clusters Score -1.392918e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 11716 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140783 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10380 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8431 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17607 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4467 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13912 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4870 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7844 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291792.000000 Penalty: 226831.578125
Iteration 402Q: 66 clusters Score -1.392918e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11716 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140782 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10377 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8430 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17602 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13912 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4870 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7844 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291808.000000 Penalty: 226831.578125
Iteration 403Q: 66 clusters Score -1.392918e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11715 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140778 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10377 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7506 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17603 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13912 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3016 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7842 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291840.000000 Penalty: 226831.578125
Iteration 404Q: 66 clusters Score -1.392918e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7830 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11716 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140770 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10376 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8430 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7488 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17603 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13912 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3018 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7840 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291936.000000 Penalty: 226831.578125
Iteration 405Q: 66 clusters Score -1.392919e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7832 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11716 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10091 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140766 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10373 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8432 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7477 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17600 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13913 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3016 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7841 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291936.000000 Penalty: 226831.578125
Iteration 406Q: 66 clusters Score -1.392919e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7834 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11716 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140763 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10370 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8431 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7466 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17599 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13913 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7843 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291936.000000 Penalty: 226831.578125
Iteration 407Q: 66 clusters Score -1.392919e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7835 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10086 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140743 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10367 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8439 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7461 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17597 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7846 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291904.000000 Penalty: 226831.578125
Iteration 408Q: 66 clusters Score -1.392919e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7835 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 11719 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10083 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5588 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140737 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10366 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7451 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17597 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7849 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292032.000000 Penalty: 226831.578125
Iteration 409Q: 66 clusters Score -1.39292e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7837 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 11720 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10081 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140734 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10362 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7442 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17593 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13915 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7853 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292016.000000 Penalty: 226831.578125
Iteration 410Q: 66 clusters Score -1.39292e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7837 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11721 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10080 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140729 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10358 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8440 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7446 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17585 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7854 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292096.000000 Penalty: 226831.578125
Iteration 411Q: 66 clusters Score -1.392921e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7838 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 11721 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10079 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140724 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10353 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7446 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17579 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7856 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292064.000000 Penalty: 226831.578125
Iteration 412Q: 66 clusters Score -1.392921e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7839 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 11720 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10078 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140722 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7445 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17577 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13914 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7859 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292096.000000 Penalty: 226831.578125
Iteration 413Q: 66 clusters Score -1.392921e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7840 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 11719 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10078 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5585 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140721 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8437 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7440 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17568 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13915 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7859 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292064.000000 Penalty: 226831.578125
Iteration 414Q: 66 clusters Score -1.392921e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7840 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10075 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140719 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10347 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8436 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7436 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17562 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7862 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292080.000000 Penalty: 226831.578125
Iteration 415Q: 66 clusters Score -1.392921e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 11719 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10072 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140720 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10343 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8434 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7426 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17557 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13915 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7866 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292096.000000 Penalty: 226831.578125
Iteration 416Q: 66 clusters Score -1.392921e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 11719 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10070 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140715 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8434 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7410 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17549 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13915 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7867 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292096.000000 Penalty: 226831.578125
Iteration 417Q: 66 clusters Score -1.392921e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 11720 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10070 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5585 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140715 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8433 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7398 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17544 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13915 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7867 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292064.000000 Penalty: 226831.578125
Iteration 418Q: 66 clusters Score -1.392921e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 11720 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10071 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5585 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140709 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8434 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7400 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17534 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13917 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7868 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292080.000000 Penalty: 226831.578125
Iteration 419Q: 66 clusters Score -1.392921e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11720 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10070 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5584 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140703 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8434 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7396 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17534 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13916 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3014 members 
Mstep: Class 56 contains 4868 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1786 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7868 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292080.000000 Penalty: 226831.578125
Iteration 420F: 66 clusters Score -1.392921e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 11721 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10070 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140698 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8433 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7394 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17528 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13918 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7868 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292064.000000 Penalty: 226831.578125
Iteration 421Q: 66 clusters Score -1.392921e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11722 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10070 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140691 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10347 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8432 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7392 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17519 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13921 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7868 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292064.000000 Penalty: 226831.578125
Iteration 422Q: 66 clusters Score -1.392921e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 11725 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10069 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140679 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10342 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8436 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7392 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17514 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7869 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292112.000000 Penalty: 226831.578125
Iteration 423Q: 66 clusters Score -1.392921e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7843 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11726 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10068 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140674 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10339 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8437 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7387 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17511 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13921 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7870 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292112.000000 Penalty: 226831.578125
Iteration 424Q: 66 clusters Score -1.392921e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7843 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 11729 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5578 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140671 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10338 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7389 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17499 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13921 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7871 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292000.000000 Penalty: 226831.578125
Iteration 425Q: 66 clusters Score -1.39292e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 11730 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10066 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5576 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140667 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10336 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7392 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17490 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13921 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3013 members 
Mstep: Class 56 contains 4870 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7873 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292032.000000 Penalty: 226831.578125
Iteration 426Q: 66 clusters Score -1.39292e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 11728 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140662 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10337 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8437 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7391 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17483 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 4872 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7875 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291968.000000 Penalty: 226831.578125
Iteration 427Q: 66 clusters Score -1.39292e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 11728 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5574 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140661 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8437 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7398 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17473 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 4872 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292016.000000 Penalty: 226831.578125
Iteration 428Q: 66 clusters Score -1.39292e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 11726 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5576 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140660 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8437 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7409 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17456 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13924 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 4871 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7877 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291952.000000 Penalty: 226831.578125
Iteration 429Q: 66 clusters Score -1.39292e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 5731 members 
Mstep: Class 6 contains 11725 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140658 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8440 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7425 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5985 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17439 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13923 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7878 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291936.000000 Penalty: 226831.578125
Iteration 430Q: 66 clusters Score -1.392919e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 5729 members 
Mstep: Class 6 contains 11726 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140654 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8446 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7436 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5984 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17429 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 4866 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7878 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291888.000000 Penalty: 226831.578125
Iteration 431Q: 66 clusters Score -1.392919e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 11728 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140649 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10332 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8447 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5984 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17409 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13924 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3010 members 
Mstep: Class 56 contains 4864 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7878 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291904.000000 Penalty: 226831.578125
Iteration 432Q: 66 clusters Score -1.392919e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 11732 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140644 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10329 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8447 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7471 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5984 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17396 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13927 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3010 members 
Mstep: Class 56 contains 4861 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7878 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291808.000000 Penalty: 226831.578125
Iteration 433Q: 66 clusters Score -1.392918e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 11735 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140641 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10328 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8447 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7481 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5984 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17387 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13927 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3010 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7878 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291888.000000 Penalty: 226831.578125
Iteration 434Q: 66 clusters Score -1.392919e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 11740 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140638 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8449 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5985 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17382 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13923 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3009 members 
Mstep: Class 56 contains 4857 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291744.000000 Penalty: 226831.578125
Iteration 435Q: 66 clusters Score -1.392917e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 11743 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140639 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10325 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7481 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5985 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17374 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13918 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3009 members 
Mstep: Class 56 contains 4857 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291808.000000 Penalty: 226831.578125
Iteration 436Q: 66 clusters Score -1.392918e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11746 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140638 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10324 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5985 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17364 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3009 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291840.000000 Penalty: 226831.578125
Iteration 437Q: 66 clusters Score -1.392918e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 11748 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140638 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8452 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17351 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291792.000000 Penalty: 226831.578125
Iteration 438Q: 66 clusters Score -1.392918e+08 nChanged 32
Entering ConstructFrom: 
Score: -139291792.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (108188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Entering Unmasked Estep 
Score: -12171910.000000 Penalty: 2874.723389
	Iteration 0F: 2 clusters Score -1.217191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -12099832.000000 Penalty: 5749.446777
	Iteration 0F: 3 clusters Score -1.209983e+07 nChanged 51163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -12128886.000000 Penalty: 5749.446777
	Iteration 1F: 3 clusters Score -1.212889e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -12129851.000000 Penalty: 5749.446777
	Iteration 2Q: 3 clusters Score -1.212985e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -12130715.000000 Penalty: 5749.446777
	Iteration 3Q: 3 clusters Score -1.213072e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -12131732.000000 Penalty: 5749.446777
	Iteration 4Q: 3 clusters Score -1.213173e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -12133005.000000 Penalty: 5749.446777
	Iteration 5Q: 3 clusters Score -1.2133e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -12134637.000000 Penalty: 5749.446777
	Iteration 6Q: 3 clusters Score -1.213464e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -12136560.000000 Penalty: 5749.446777
	Iteration 7Q: 3 clusters Score -1.213656e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -12139315.000000 Penalty: 5749.446777
	Iteration 8F: 3 clusters Score -1.213932e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -12142745.000000 Penalty: 5749.446777
	Iteration 9F: 3 clusters Score -1.214274e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -12147084.000000 Penalty: 5749.446777
	Iteration 10F: 3 clusters Score -1.214708e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -12151851.000000 Penalty: 5749.446777
	Iteration 11F: 3 clusters Score -1.215185e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -12156865.000000 Penalty: 5749.446777
	Iteration 12F: 3 clusters Score -1.215686e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 96995 members 
Entering Unmasked Estep 
Score: -12161384.000000 Penalty: 5749.446777
	Iteration 13F: 3 clusters Score -1.216138e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
Score: -12164741.000000 Penalty: 5749.446777
	Iteration 14Q: 3 clusters Score -1.216474e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -12166941.000000 Penalty: 5749.446777
	Iteration 15Q: 3 clusters Score -1.216694e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 105414 members 
Entering Unmasked Estep 
Score: -12168262.000000 Penalty: 5749.446777
	Iteration 16Q: 3 clusters Score -1.216826e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 106266 members 
Entering Unmasked Estep 
Score: -12168876.000000 Penalty: 5749.446777
	Iteration 17Q: 3 clusters Score -1.216888e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 106700 members 
Entering Unmasked Estep 
Score: -12169194.000000 Penalty: 5749.446777
	Iteration 18Q: 3 clusters Score -1.216919e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -12169383.000000 Penalty: 5749.446777
	Iteration 19Q: 3 clusters Score -1.216938e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -12169526.000000 Penalty: 5749.446777
	Iteration 20F: 3 clusters Score -1.216953e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 107122 members 
Entering Unmasked Estep 
Score: -12169608.000000 Penalty: 5749.446777
	Iteration 21Q: 3 clusters Score -1.216961e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -12169682.000000 Penalty: 5749.446777
	Iteration 22Q: 3 clusters Score -1.216968e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 107198 members 
Entering Unmasked Estep 
Score: -12169722.000000 Penalty: 5749.446777
	Iteration 23Q: 3 clusters Score -1.216972e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 107222 members 
Entering Unmasked Estep 
Score: -12169728.000000 Penalty: 5749.446777
	Iteration 24Q: 3 clusters Score -1.216973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -12169753.000000 Penalty: 5749.446777
	Iteration 25Q: 3 clusters Score -1.216975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 107233 members 
Entering Unmasked Estep 
Score: -12169796.000000 Penalty: 5749.446777
	Iteration 26Q: 3 clusters Score -1.21698e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -12169825.000000 Penalty: 5749.446777
	Iteration 27Q: 3 clusters Score -1.216982e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -12169831.000000 Penalty: 5749.446777
	Iteration 28Q: 3 clusters Score -1.216983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -12169842.000000 Penalty: 5749.446777
	Iteration 29Q: 3 clusters Score -1.216984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -12169852.000000 Penalty: 5749.446777
	Iteration 30Q: 3 clusters Score -1.216985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -12169872.000000 Penalty: 5749.446777
	Iteration 31Q: 3 clusters Score -1.216987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 107246 members 
Entering Unmasked Estep 
Score: -12169876.000000 Penalty: 5749.446777
	Iteration 32Q: 3 clusters Score -1.216988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 107251 members 
Entering Unmasked Estep 
Score: -12169901.000000 Penalty: 5749.446777
	Iteration 33Q: 3 clusters Score -1.21699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -12169898.000000 Penalty: 5749.446777
	Iteration 34Q: 3 clusters Score -1.21699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 107230 members 
Entering Unmasked Estep 
Score: -12169909.000000 Penalty: 5749.446777
	Iteration 35Q: 3 clusters Score -1.216991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -12169914.000000 Penalty: 5749.446777
	Iteration 36Q: 3 clusters Score -1.216991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 107215 members 
Entering Unmasked Estep 
Score: -12169909.000000 Penalty: 5749.446777
	Iteration 37Q: 3 clusters Score -1.216991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -12169929.000000 Penalty: 5749.446777
	Iteration 38Q: 3 clusters Score -1.216993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -12169930.000000 Penalty: 5749.446777
	Iteration 39Q: 3 clusters Score -1.216993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 107230 members 
Entering Unmasked Estep 
Score: -12169950.000000 Penalty: 5749.446777
	Iteration 40F: 3 clusters Score -1.216995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -12169962.000000 Penalty: 5749.446777
	Iteration 41Q: 3 clusters Score -1.216996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 107237 members 
Entering Unmasked Estep 
Score: -12169967.000000 Penalty: 5749.446777
	Iteration 42Q: 3 clusters Score -1.216997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -12169960.000000 Penalty: 5749.446777
	Iteration 43Q: 3 clusters Score -1.216996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -12169965.000000 Penalty: 5749.446777
	Iteration 44Q: 3 clusters Score -1.216996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 107229 members 
Entering Unmasked Estep 
Score: -12169972.000000 Penalty: 5749.446777
	Iteration 45Q: 3 clusters Score -1.216997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -12169977.000000 Penalty: 5749.446777
	Iteration 46Q: 3 clusters Score -1.216998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -12169972.000000 Penalty: 5749.446777
	Iteration 47Q: 3 clusters Score -1.216997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -12169977.000000 Penalty: 5749.446777
	Iteration 48Q: 3 clusters Score -1.216998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -12169975.000000 Penalty: 5749.446777
	Iteration 49Q: 3 clusters Score -1.216998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 107223 members 
Entering Unmasked Estep 
Score: -12169981.000000 Penalty: 5749.446777
	Iteration 50Q: 3 clusters Score -1.216998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 107220 members 
Entering Unmasked Estep 
Score: -12169986.000000 Penalty: 5749.446777
	Iteration 51Q: 3 clusters Score -1.216999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 107218 members 
Entering Unmasked Estep 
Score: -12169980.000000 Penalty: 5749.446777
	Iteration 52Q: 3 clusters Score -1.216998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -12169978.000000 Penalty: 5749.446777
	Iteration 53Q: 3 clusters Score -1.216998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -12169984.000000 Penalty: 5749.446777
	Iteration 54Q: 3 clusters Score -1.216998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 107218 members 
Entering Unmasked Estep 
Score: -12169983.000000 Penalty: 5749.446777
	Iteration 55Q: 3 clusters Score -1.216998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 107218 members 
Entering Unmasked Estep 
Score: -12169983.000000 Penalty: 5749.446777
	Iteration 56F: 3 clusters Score -1.216998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Entering Unmasked Estep 
Score: -1544178.750000 Penalty: 2369.831543
	Iteration 0F: 2 clusters Score -1544179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1533893.125000 Penalty: 4739.663086
	Iteration 0F: 3 clusters Score -1533893 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1537217.375000 Penalty: 4739.663086
	Iteration 1F: 3 clusters Score -1537217 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1537776.125000 Penalty: 4739.663086
	Iteration 2F: 3 clusters Score -1537776 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1538322.000000 Penalty: 4739.663086
	Iteration 3F: 3 clusters Score -1538322 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1538887.625000 Penalty: 4739.663086
	Iteration 4F: 3 clusters Score -1538888 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1539523.375000 Penalty: 4739.663086
	Iteration 5F: 3 clusters Score -1539523 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1540211.000000 Penalty: 4739.663086
	Iteration 6F: 3 clusters Score -1540211 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1540895.500000 Penalty: 4739.663086
	Iteration 7F: 3 clusters Score -1540896 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1541462.000000 Penalty: 4739.663086
	Iteration 8F: 3 clusters Score -1541462 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1541856.875000 Penalty: 4739.663086
	Iteration 9Q: 3 clusters Score -1541857 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1542119.625000 Penalty: 4739.663086
	Iteration 10Q: 3 clusters Score -1542120 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1542259.625000 Penalty: 4739.663086
	Iteration 11Q: 3 clusters Score -1542260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1542329.500000 Penalty: 4739.663086
	Iteration 12Q: 3 clusters Score -1542330 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1542382.750000 Penalty: 4739.663086
	Iteration 13Q: 3 clusters Score -1542383 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1542413.000000 Penalty: 4739.663086
	Iteration 14Q: 3 clusters Score -1542413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1542438.625000 Penalty: 4739.663086
	Iteration 15Q: 3 clusters Score -1542439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1542453.250000 Penalty: 4739.663086
	Iteration 16Q: 3 clusters Score -1542453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1542465.000000 Penalty: 4739.663086
	Iteration 17Q: 3 clusters Score -1542465 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1542476.375000 Penalty: 4739.663086
	Iteration 18Q: 3 clusters Score -1542476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1542490.500000 Penalty: 4739.663086
	Iteration 19Q: 3 clusters Score -1542490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1542509.125000 Penalty: 4739.663086
	Iteration 20F: 3 clusters Score -1542509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1542522.625000 Penalty: 4739.663086
	Iteration 21Q: 3 clusters Score -1542523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1542537.375000 Penalty: 4739.663086
	Iteration 22Q: 3 clusters Score -1542537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1542557.000000 Penalty: 4739.663086
	Iteration 23Q: 3 clusters Score -1542557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1542562.125000 Penalty: 4739.663086
	Iteration 24Q: 3 clusters Score -1542562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1542574.625000 Penalty: 4739.663086
	Iteration 25Q: 3 clusters Score -1542575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1542579.875000 Penalty: 4739.663086
	Iteration 26Q: 3 clusters Score -1542580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1542584.875000 Penalty: 4739.663086
	Iteration 27Q: 3 clusters Score -1542585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1542588.750000 Penalty: 4739.663086
	Iteration 28Q: 3 clusters Score -1542589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1542587.625000 Penalty: 4739.663086
	Iteration 29Q: 3 clusters Score -1542588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1542588.875000 Penalty: 4739.663086
	Iteration 30Q: 3 clusters Score -1542589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1542588.625000 Penalty: 4739.663086
	Iteration 31Q: 3 clusters Score -1542589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1542590.375000 Penalty: 4739.663086
	Iteration 32Q: 3 clusters Score -1542590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1542591.625000 Penalty: 4739.663086
	Iteration 33Q: 3 clusters Score -1542592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1542591.500000 Penalty: 4739.663086
	Iteration 34Q: 3 clusters Score -1542592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1542597.000000 Penalty: 4739.663086
	Iteration 35Q: 3 clusters Score -1542597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1542593.875000 Penalty: 4739.663086
	Iteration 36Q: 3 clusters Score -1542594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1542596.750000 Penalty: 4739.663086
	Iteration 37Q: 3 clusters Score -1542597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1542598.500000 Penalty: 4739.663086
	Iteration 38Q: 3 clusters Score -1542598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1542598.625000 Penalty: 4739.663086
	Iteration 39Q: 3 clusters Score -1542599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1542601.125000 Penalty: 4739.663086
	Iteration 40F: 3 clusters Score -1542601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1542600.375000 Penalty: 4739.663086
	Iteration 41Q: 3 clusters Score -1542600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1542601.625000 Penalty: 4739.663086
	Iteration 42Q: 3 clusters Score -1542602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1542600.875000 Penalty: 4739.663086
	Iteration 43Q: 3 clusters Score -1542601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1542600.250000 Penalty: 4739.663086
	Iteration 44Q: 3 clusters Score -1542600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1542600.250000 Penalty: 4739.663086
	Iteration 45F: 3 clusters Score -1542600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Entering Unmasked Estep 
Score: -5935295.500000 Penalty: 2693.165283
	Iteration 0F: 2 clusters Score -5935296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5900090.000000 Penalty: 5386.330566
	Iteration 0F: 3 clusters Score -5900090 nChanged 24075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -5913558.500000 Penalty: 5386.330566
	Iteration 1F: 3 clusters Score -5913558 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -5914069.000000 Penalty: 5386.330566
	Iteration 2Q: 3 clusters Score -5914069 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -5914536.500000 Penalty: 5386.330566
	Iteration 3Q: 3 clusters Score -5914536 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5914992.000000 Penalty: 5386.330566
	Iteration 4Q: 3 clusters Score -5914992 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -5915534.500000 Penalty: 5386.330566
	Iteration 5Q: 3 clusters Score -5915534 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -5916118.000000 Penalty: 5386.330566
	Iteration 6Q: 3 clusters Score -5916118 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -5916867.000000 Penalty: 5386.330566
	Iteration 7Q: 3 clusters Score -5916867 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -5917799.500000 Penalty: 5386.330566
	Iteration 8Q: 3 clusters Score -5917800 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5918963.500000 Penalty: 5386.330566
	Iteration 9Q: 3 clusters Score -5918964 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -5920302.500000 Penalty: 5386.330566
	Iteration 10Q: 3 clusters Score -5920302 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -5921705.500000 Penalty: 5386.330566
	Iteration 11Q: 3 clusters Score -5921706 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5923064.500000 Penalty: 5386.330566
	Iteration 12Q: 3 clusters Score -5923064 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -5924271.500000 Penalty: 5386.330566
	Iteration 13Q: 3 clusters Score -5924272 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -5925238.000000 Penalty: 5386.330566
	Iteration 14Q: 3 clusters Score -5925238 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -5925873.000000 Penalty: 5386.330566
	Iteration 15Q: 3 clusters Score -5925873 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -5926271.000000 Penalty: 5386.330566
	Iteration 16Q: 3 clusters Score -5926271 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5926541.500000 Penalty: 5386.330566
	Iteration 17Q: 3 clusters Score -5926542 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -5926721.500000 Penalty: 5386.330566
	Iteration 18Q: 3 clusters Score -5926722 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -5926890.000000 Penalty: 5386.330566
	Iteration 19Q: 3 clusters Score -5926890 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5927078.000000 Penalty: 5386.330566
	Iteration 20F: 3 clusters Score -5927078 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -5927255.000000 Penalty: 5386.330566
	Iteration 21Q: 3 clusters Score -5927255 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5927424.000000 Penalty: 5386.330566
	Iteration 22Q: 3 clusters Score -5927424 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -5927632.500000 Penalty: 5386.330566
	Iteration 23Q: 3 clusters Score -5927632 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -5927911.000000 Penalty: 5386.330566
	Iteration 24Q: 3 clusters Score -5927911 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -5928197.000000 Penalty: 5386.330566
	Iteration 25Q: 3 clusters Score -5928197 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -5928542.500000 Penalty: 5386.330566
	Iteration 26Q: 3 clusters Score -5928542 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -5928898.500000 Penalty: 5386.330566
	Iteration 27Q: 3 clusters Score -5928898 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5929241.000000 Penalty: 5386.330566
	Iteration 28Q: 3 clusters Score -5929241 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5929680.500000 Penalty: 5386.330566
	Iteration 29Q: 3 clusters Score -5929680 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -5930116.500000 Penalty: 5386.330566
	Iteration 30Q: 3 clusters Score -5930116 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -5930631.000000 Penalty: 5386.330566
	Iteration 31Q: 3 clusters Score -5930631 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5931125.500000 Penalty: 5386.330566
	Iteration 32Q: 3 clusters Score -5931126 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -5931653.500000 Penalty: 5386.330566
	Iteration 33Q: 3 clusters Score -5931654 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5932104.000000 Penalty: 5386.330566
	Iteration 34Q: 3 clusters Score -5932104 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5932442.000000 Penalty: 5386.330566
	Iteration 35Q: 3 clusters Score -5932442 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5932674.000000 Penalty: 5386.330566
	Iteration 36Q: 3 clusters Score -5932674 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5932812.500000 Penalty: 5386.330566
	Iteration 37Q: 3 clusters Score -5932812 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5932892.500000 Penalty: 5386.330566
	Iteration 38Q: 3 clusters Score -5932892 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5932963.500000 Penalty: 5386.330566
	Iteration 39Q: 3 clusters Score -5932964 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5933029.000000 Penalty: 5386.330566
	Iteration 40F: 3 clusters Score -5933029 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5933097.500000 Penalty: 5386.330566
	Iteration 41Q: 3 clusters Score -5933098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5933131.000000 Penalty: 5386.330566
	Iteration 42Q: 3 clusters Score -5933131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5933161.500000 Penalty: 5386.330566
	Iteration 43Q: 3 clusters Score -5933162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5933185.000000 Penalty: 5386.330566
	Iteration 44Q: 3 clusters Score -5933185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5933194.000000 Penalty: 5386.330566
	Iteration 45Q: 3 clusters Score -5933194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5933212.500000 Penalty: 5386.330566
	Iteration 46Q: 3 clusters Score -5933212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5933225.500000 Penalty: 5386.330566
	Iteration 47Q: 3 clusters Score -5933226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5933243.000000 Penalty: 5386.330566
	Iteration 48Q: 3 clusters Score -5933243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5933240.500000 Penalty: 5386.330566
	Iteration 49Q: 3 clusters Score -5933240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5933264.000000 Penalty: 5386.330566
	Iteration 50Q: 3 clusters Score -5933264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5933264.000000 Penalty: 5386.330566
	Iteration 51Q: 3 clusters Score -5933264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5933271.000000 Penalty: 5386.330566
	Iteration 52Q: 3 clusters Score -5933271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5933273.000000 Penalty: 5386.330566
	Iteration 53Q: 3 clusters Score -5933273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5933276.500000 Penalty: 5386.330566
	Iteration 54Q: 3 clusters Score -5933276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5933281.000000 Penalty: 5386.330566
	Iteration 55Q: 3 clusters Score -5933281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5933280.500000 Penalty: 5386.330566
	Iteration 56Q: 3 clusters Score -5933280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5933294.000000 Penalty: 5386.330566
	Iteration 57Q: 3 clusters Score -5933294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5933294.500000 Penalty: 5386.330566
	Iteration 58Q: 3 clusters Score -5933294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5933296.500000 Penalty: 5386.330566
	Iteration 59Q: 3 clusters Score -5933296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5933300.000000 Penalty: 5386.330566
	Iteration 60F: 3 clusters Score -5933300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5933296.000000 Penalty: 5386.330566
	Iteration 61Q: 3 clusters Score -5933296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5933304.500000 Penalty: 5386.330566
	Iteration 62Q: 3 clusters Score -5933304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5933306.500000 Penalty: 5386.330566
	Iteration 63Q: 3 clusters Score -5933306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5933310.000000 Penalty: 5386.330566
	Iteration 64Q: 3 clusters Score -5933310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5933315.000000 Penalty: 5386.330566
	Iteration 65Q: 3 clusters Score -5933315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5933314.000000 Penalty: 5386.330566
	Iteration 66Q: 3 clusters Score -5933314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5933312.500000 Penalty: 5386.330566
	Iteration 67Q: 3 clusters Score -5933312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5933313.000000 Penalty: 5386.330566
	Iteration 68Q: 3 clusters Score -5933313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5933306.500000 Penalty: 5386.330566
	Iteration 69Q: 3 clusters Score -5933306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5933321.000000 Penalty: 5386.330566
	Iteration 70Q: 3 clusters Score -5933321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5933314.000000 Penalty: 5386.330566
	Iteration 71Q: 3 clusters Score -5933314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5933319.000000 Penalty: 5386.330566
	Iteration 72Q: 3 clusters Score -5933319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5933321.500000 Penalty: 5386.330566
	Iteration 73Q: 3 clusters Score -5933322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5933320.500000 Penalty: 5386.330566
	Iteration 74Q: 3 clusters Score -5933320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5933319.500000 Penalty: 5386.330566
	Iteration 75Q: 3 clusters Score -5933320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5933324.000000 Penalty: 5386.330566
	Iteration 76Q: 3 clusters Score -5933324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5933321.000000 Penalty: 5386.330566
	Iteration 77Q: 3 clusters Score -5933321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5933321.000000 Penalty: 5386.330566
	Iteration 78F: 3 clusters Score -5933321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Entering Unmasked Estep 
Score: -819569.687500 Penalty: 2223.972656
	Iteration 0F: 2 clusters Score -819569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -813272.750000 Penalty: 4447.945312
	Iteration 0F: 3 clusters Score -813272.8 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -815178.312500 Penalty: 4447.945312
	Iteration 1F: 3 clusters Score -815178.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -815760.062500 Penalty: 4447.945312
	Iteration 2F: 3 clusters Score -815760.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -816368.562500 Penalty: 4447.945312
	Iteration 3F: 3 clusters Score -816368.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -816861.562500 Penalty: 4447.945312
	Iteration 4F: 3 clusters Score -816861.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -817210.062500 Penalty: 4447.945312
	Iteration 5F: 3 clusters Score -817210.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -817441.437500 Penalty: 4447.945312
	Iteration 6Q: 3 clusters Score -817441.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -817572.062500 Penalty: 4447.945312
	Iteration 7Q: 3 clusters Score -817572.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -817657.187500 Penalty: 4447.945312
	Iteration 8Q: 3 clusters Score -817657.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -817705.125000 Penalty: 4447.945312
	Iteration 9Q: 3 clusters Score -817705.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -817739.500000 Penalty: 4447.945312
	Iteration 10Q: 3 clusters Score -817739.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -817770.062500 Penalty: 4447.945312
	Iteration 11Q: 3 clusters Score -817770.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -817794.000000 Penalty: 4447.945312
	Iteration 12Q: 3 clusters Score -817794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -817815.687500 Penalty: 4447.945312
	Iteration 13Q: 3 clusters Score -817815.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -817826.937500 Penalty: 4447.945312
	Iteration 14Q: 3 clusters Score -817826.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -817836.375000 Penalty: 4447.945312
	Iteration 15Q: 3 clusters Score -817836.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -817843.437500 Penalty: 4447.945312
	Iteration 16Q: 3 clusters Score -817843.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -817850.625000 Penalty: 4447.945312
	Iteration 17Q: 3 clusters Score -817850.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -817853.062500 Penalty: 4447.945312
	Iteration 18Q: 3 clusters Score -817853.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -817861.875000 Penalty: 4447.945312
	Iteration 19Q: 3 clusters Score -817861.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -817869.750000 Penalty: 4447.945312
	Iteration 20F: 3 clusters Score -817869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -817876.250000 Penalty: 4447.945312
	Iteration 21Q: 3 clusters Score -817876.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -817882.250000 Penalty: 4447.945312
	Iteration 22Q: 3 clusters Score -817882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -817886.187500 Penalty: 4447.945312
	Iteration 23Q: 3 clusters Score -817886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -817884.687500 Penalty: 4447.945312
	Iteration 24Q: 3 clusters Score -817884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -817887.187500 Penalty: 4447.945312
	Iteration 25Q: 3 clusters Score -817887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -817886.625000 Penalty: 4447.945312
	Iteration 26Q: 3 clusters Score -817886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -817886.687500 Penalty: 4447.945312
	Iteration 27Q: 3 clusters Score -817886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -817887.937500 Penalty: 4447.945312
	Iteration 28Q: 3 clusters Score -817887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -817887.937500 Penalty: 4447.945312
	Iteration 29F: 3 clusters Score -817887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Entering Unmasked Estep 
Score: -581512.875000 Penalty: 2145.887695
	Iteration 0F: 2 clusters Score -581512.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -576606.000000 Penalty: 4291.775391
	Iteration 0F: 3 clusters Score -576606 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -578004.312500 Penalty: 4291.775391
	Iteration 1F: 3 clusters Score -578004.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -578420.312500 Penalty: 4291.775391
	Iteration 2F: 3 clusters Score -578420.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -578774.125000 Penalty: 4291.775391
	Iteration 3F: 3 clusters Score -578774.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -579055.875000 Penalty: 4291.775391
	Iteration 4F: 3 clusters Score -579055.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -579258.625000 Penalty: 4291.775391
	Iteration 5Q: 3 clusters Score -579258.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -579439.937500 Penalty: 4291.775391
	Iteration 6Q: 3 clusters Score -579439.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -579588.875000 Penalty: 4291.775391
	Iteration 7Q: 3 clusters Score -579588.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -579715.812500 Penalty: 4291.775391
	Iteration 8Q: 3 clusters Score -579715.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -579835.437500 Penalty: 4291.775391
	Iteration 9Q: 3 clusters Score -579835.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -579949.062500 Penalty: 4291.775391
	Iteration 10Q: 3 clusters Score -579949.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -580036.250000 Penalty: 4291.775391
	Iteration 11Q: 3 clusters Score -580036.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -580138.812500 Penalty: 4291.775391
	Iteration 12Q: 3 clusters Score -580138.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -580220.875000 Penalty: 4291.775391
	Iteration 13Q: 3 clusters Score -580220.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -580298.437500 Penalty: 4291.775391
	Iteration 14Q: 3 clusters Score -580298.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -580366.000000 Penalty: 4291.775391
	Iteration 15Q: 3 clusters Score -580366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -580423.125000 Penalty: 4291.775391
	Iteration 16Q: 3 clusters Score -580423.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -580471.937500 Penalty: 4291.775391
	Iteration 17Q: 3 clusters Score -580471.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -580508.562500 Penalty: 4291.775391
	Iteration 18Q: 3 clusters Score -580508.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -580538.000000 Penalty: 4291.775391
	Iteration 19Q: 3 clusters Score -580538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -580565.750000 Penalty: 4291.775391
	Iteration 20F: 3 clusters Score -580565.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -580591.437500 Penalty: 4291.775391
	Iteration 21Q: 3 clusters Score -580591.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -580610.187500 Penalty: 4291.775391
	Iteration 22Q: 3 clusters Score -580610.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -580623.375000 Penalty: 4291.775391
	Iteration 23Q: 3 clusters Score -580623.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -580639.812500 Penalty: 4291.775391
	Iteration 24Q: 3 clusters Score -580639.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -580649.937500 Penalty: 4291.775391
	Iteration 25Q: 3 clusters Score -580649.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -580658.750000 Penalty: 4291.775391
	Iteration 26Q: 3 clusters Score -580658.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -580664.062500 Penalty: 4291.775391
	Iteration 27Q: 3 clusters Score -580664.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -580670.187500 Penalty: 4291.775391
	Iteration 28Q: 3 clusters Score -580670.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -580676.000000 Penalty: 4291.775391
	Iteration 29Q: 3 clusters Score -580676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -580680.500000 Penalty: 4291.775391
	Iteration 30Q: 3 clusters Score -580680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -580684.500000 Penalty: 4291.775391
	Iteration 31Q: 3 clusters Score -580684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -580685.312500 Penalty: 4291.775391
	Iteration 32Q: 3 clusters Score -580685.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -580685.937500 Penalty: 4291.775391
	Iteration 33Q: 3 clusters Score -580685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -580685.500000 Penalty: 4291.775391
	Iteration 34Q: 3 clusters Score -580685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -580686.062500 Penalty: 4291.775391
	Iteration 35Q: 3 clusters Score -580686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -580686.062500 Penalty: 4291.775391
	Iteration 36F: 3 clusters Score -580686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Entering Unmasked Estep 
Score: -1247224.000000 Penalty: 2324.137939
	Iteration 0F: 2 clusters Score -1247224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1238389.375000 Penalty: 4648.275879
	Iteration 0F: 3 clusters Score -1238389 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1241047.375000 Penalty: 4648.275879
	Iteration 1F: 3 clusters Score -1241047 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1241411.125000 Penalty: 4648.275879
	Iteration 2F: 3 clusters Score -1241411 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1241672.000000 Penalty: 4648.275879
	Iteration 3F: 3 clusters Score -1241672 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1241903.375000 Penalty: 4648.275879
	Iteration 4Q: 3 clusters Score -1241903 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1242131.125000 Penalty: 4648.275879
	Iteration 5Q: 3 clusters Score -1242131 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1242336.000000 Penalty: 4648.275879
	Iteration 6Q: 3 clusters Score -1242336 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1242551.375000 Penalty: 4648.275879
	Iteration 7Q: 3 clusters Score -1242551 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1242812.750000 Penalty: 4648.275879
	Iteration 8Q: 3 clusters Score -1242813 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1243163.250000 Penalty: 4648.275879
	Iteration 9Q: 3 clusters Score -1243163 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1243531.000000 Penalty: 4648.275879
	Iteration 10Q: 3 clusters Score -1243531 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1243821.875000 Penalty: 4648.275879
	Iteration 11Q: 3 clusters Score -1243822 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1244046.125000 Penalty: 4648.275879
	Iteration 12Q: 3 clusters Score -1244046 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1244200.375000 Penalty: 4648.275879
	Iteration 13Q: 3 clusters Score -1244200 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1244315.875000 Penalty: 4648.275879
	Iteration 14Q: 3 clusters Score -1244316 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1244388.500000 Penalty: 4648.275879
	Iteration 15Q: 3 clusters Score -1244388 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1244444.750000 Penalty: 4648.275879
	Iteration 16Q: 3 clusters Score -1244445 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1244501.500000 Penalty: 4648.275879
	Iteration 17Q: 3 clusters Score -1244502 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1244549.125000 Penalty: 4648.275879
	Iteration 18Q: 3 clusters Score -1244549 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1244608.125000 Penalty: 4648.275879
	Iteration 19Q: 3 clusters Score -1244608 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1244677.625000 Penalty: 4648.275879
	Iteration 20F: 3 clusters Score -1244678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1244731.000000 Penalty: 4648.275879
	Iteration 21Q: 3 clusters Score -1244731 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1244776.625000 Penalty: 4648.275879
	Iteration 22Q: 3 clusters Score -1244777 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1244845.625000 Penalty: 4648.275879
	Iteration 23Q: 3 clusters Score -1244846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1244914.375000 Penalty: 4648.275879
	Iteration 24Q: 3 clusters Score -1244914 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1244978.875000 Penalty: 4648.275879
	Iteration 25Q: 3 clusters Score -1244979 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1245041.250000 Penalty: 4648.275879
	Iteration 26Q: 3 clusters Score -1245041 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1245110.000000 Penalty: 4648.275879
	Iteration 27Q: 3 clusters Score -1245110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1245187.375000 Penalty: 4648.275879
	Iteration 28Q: 3 clusters Score -1245187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1245253.125000 Penalty: 4648.275879
	Iteration 29Q: 3 clusters Score -1245253 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1245294.375000 Penalty: 4648.275879
	Iteration 30Q: 3 clusters Score -1245294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1245315.000000 Penalty: 4648.275879
	Iteration 31Q: 3 clusters Score -1245315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1245331.625000 Penalty: 4648.275879
	Iteration 32Q: 3 clusters Score -1245332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1245352.125000 Penalty: 4648.275879
	Iteration 33Q: 3 clusters Score -1245352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1245361.750000 Penalty: 4648.275879
	Iteration 34Q: 3 clusters Score -1245362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1245371.125000 Penalty: 4648.275879
	Iteration 35Q: 3 clusters Score -1245371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1245381.125000 Penalty: 4648.275879
	Iteration 36Q: 3 clusters Score -1245381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1245389.750000 Penalty: 4648.275879
	Iteration 37Q: 3 clusters Score -1245390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1245393.750000 Penalty: 4648.275879
	Iteration 38Q: 3 clusters Score -1245394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1245397.250000 Penalty: 4648.275879
	Iteration 39Q: 3 clusters Score -1245397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1245403.625000 Penalty: 4648.275879
	Iteration 40F: 3 clusters Score -1245404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1245403.250000 Penalty: 4648.275879
	Iteration 41Q: 3 clusters Score -1245403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1245404.000000 Penalty: 4648.275879
	Iteration 42Q: 3 clusters Score -1245404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1245404.750000 Penalty: 4648.275879
	Iteration 43Q: 3 clusters Score -1245405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1245409.625000 Penalty: 4648.275879
	Iteration 44Q: 3 clusters Score -1245410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1245411.625000 Penalty: 4648.275879
	Iteration 45Q: 3 clusters Score -1245412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1245413.125000 Penalty: 4648.275879
	Iteration 46Q: 3 clusters Score -1245413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1245414.750000 Penalty: 4648.275879
	Iteration 47Q: 3 clusters Score -1245415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1245414.375000 Penalty: 4648.275879
	Iteration 48Q: 3 clusters Score -1245414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1245414.250000 Penalty: 4648.275879
	Iteration 49Q: 3 clusters Score -1245414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1245417.000000 Penalty: 4648.275879
	Iteration 50Q: 3 clusters Score -1245417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1245419.000000 Penalty: 4648.275879
	Iteration 51Q: 3 clusters Score -1245419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1245417.000000 Penalty: 4648.275879
	Iteration 52Q: 3 clusters Score -1245417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1245422.125000 Penalty: 4648.275879
	Iteration 53Q: 3 clusters Score -1245422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1245422.250000 Penalty: 4648.275879
	Iteration 54Q: 3 clusters Score -1245422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1245423.500000 Penalty: 4648.275879
	Iteration 55Q: 3 clusters Score -1245424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1245422.625000 Penalty: 4648.275879
	Iteration 56Q: 3 clusters Score -1245423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1245422.625000 Penalty: 4648.275879
	Iteration 57F: 3 clusters Score -1245423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Entering Unmasked Estep 
Score: -14535037.000000 Penalty: 2918.273926
	Iteration 0F: 2 clusters Score -1.453504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -14448533.000000 Penalty: 5836.547852
	Iteration 0F: 3 clusters Score -1.444853e+07 nChanged 61554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -14484192.000000 Penalty: 5836.547852
	Iteration 1F: 3 clusters Score -1.448419e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -14485136.000000 Penalty: 5836.547852
	Iteration 2Q: 3 clusters Score -1.448514e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -14486398.000000 Penalty: 5836.547852
	Iteration 3Q: 3 clusters Score -1.44864e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -14488234.000000 Penalty: 5836.547852
	Iteration 4Q: 3 clusters Score -1.448823e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80221 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -14491136.000000 Penalty: 5836.547852
	Iteration 5Q: 3 clusters Score -1.449114e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -14495874.000000 Penalty: 5836.547852
	Iteration 6F: 3 clusters Score -1.449587e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -14503122.000000 Penalty: 5836.547852
	Iteration 7F: 3 clusters Score -1.450312e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -14512951.000000 Penalty: 5836.547852
	Iteration 8F: 3 clusters Score -1.451295e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -14522534.000000 Penalty: 5836.547852
	Iteration 9F: 3 clusters Score -1.452253e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124336 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -14528613.000000 Penalty: 5836.547852
	Iteration 10Q: 3 clusters Score -1.452861e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -14531146.000000 Penalty: 5836.547852
	Iteration 11Q: 3 clusters Score -1.453115e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128006 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14531962.000000 Penalty: 5836.547852
	Iteration 12Q: 3 clusters Score -1.453196e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128281 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14532246.000000 Penalty: 5836.547852
	Iteration 13Q: 3 clusters Score -1.453225e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128384 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -14532371.000000 Penalty: 5836.547852
	Iteration 14Q: 3 clusters Score -1.453237e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -14532439.000000 Penalty: 5836.547852
	Iteration 15Q: 3 clusters Score -1.453244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128481 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14532474.000000 Penalty: 5836.547852
	Iteration 16Q: 3 clusters Score -1.453247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128503 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -14532484.000000 Penalty: 5836.547852
	Iteration 17Q: 3 clusters Score -1.453248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128521 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -14532509.000000 Penalty: 5836.547852
	Iteration 18Q: 3 clusters Score -1.453251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128534 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14532521.000000 Penalty: 5836.547852
	Iteration 19Q: 3 clusters Score -1.453252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128540 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14532529.000000 Penalty: 5836.547852
	Iteration 20F: 3 clusters Score -1.453253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128548 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -14532522.000000 Penalty: 5836.547852
	Iteration 21Q: 3 clusters Score -1.453252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128555 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -14532542.000000 Penalty: 5836.547852
	Iteration 22Q: 3 clusters Score -1.453254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128559 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -14532542.000000 Penalty: 5836.547852
	Iteration 23Q: 3 clusters Score -1.453254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128558 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14532554.000000 Penalty: 5836.547852
	Iteration 24Q: 3 clusters Score -1.453255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128558 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14532554.000000 Penalty: 5836.547852
	Iteration 25F: 3 clusters Score -1.453255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213199 members 
Entering Unmasked Estep 
Score: -24473578.000000 Penalty: 3042.955322
	Iteration 0F: 2 clusters Score -2.447358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -24351186.000000 Penalty: 6085.910645
	Iteration 0F: 3 clusters Score -2.435119e+07 nChanged 102612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -24411312.000000 Penalty: 6085.910645
	Iteration 1F: 3 clusters Score -2.441131e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 104478 members 
Entering Unmasked Estep 
Score: -24412410.000000 Penalty: 6085.910645
	Iteration 2Q: 3 clusters Score -2.441241e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -24413944.000000 Penalty: 6085.910645
	Iteration 3Q: 3 clusters Score -2.441394e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -24416010.000000 Penalty: 6085.910645
	Iteration 4Q: 3 clusters Score -2.441601e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117736 members 
Mstep: Class 2 contains 95463 members 
Entering Unmasked Estep 
Score: -24419368.000000 Penalty: 6085.910645
	Iteration 5Q: 3 clusters Score -2.441937e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124449 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -24424496.000000 Penalty: 6085.910645
	Iteration 6F: 3 clusters Score -2.44245e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133241 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -24431112.000000 Penalty: 6085.910645
	Iteration 7F: 3 clusters Score -2.443111e+07 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143855 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -24439026.000000 Penalty: 6085.910645
	Iteration 8F: 3 clusters Score -2.443903e+07 nChanged 13817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155464 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -24447096.000000 Penalty: 6085.910645
	Iteration 9F: 3 clusters Score -2.44471e+07 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167637 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -24452458.000000 Penalty: 6085.910645
	Iteration 10F: 3 clusters Score -2.445246e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179228 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -24455718.000000 Penalty: 6085.910645
	Iteration 11F: 3 clusters Score -2.445572e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -24458838.000000 Penalty: 6085.910645
	Iteration 12Q: 3 clusters Score -2.445884e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197924 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -24462336.000000 Penalty: 6085.910645
	Iteration 13Q: 3 clusters Score -2.446234e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204329 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -24465638.000000 Penalty: 6085.910645
	Iteration 14Q: 3 clusters Score -2.446564e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208389 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -24468030.000000 Penalty: 6085.910645
	Iteration 15Q: 3 clusters Score -2.446803e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210622 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -24469300.000000 Penalty: 6085.910645
	Iteration 16Q: 3 clusters Score -2.44693e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211752 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -24470110.000000 Penalty: 6085.910645
	Iteration 17Q: 3 clusters Score -2.447011e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212214 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -24470374.000000 Penalty: 6085.910645
	Iteration 18Q: 3 clusters Score -2.447037e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212441 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -24470644.000000 Penalty: 6085.910645
	Iteration 19Q: 3 clusters Score -2.447064e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212556 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -24470772.000000 Penalty: 6085.910645
	Iteration 20F: 3 clusters Score -2.447077e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212613 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -24470864.000000 Penalty: 6085.910645
	Iteration 21Q: 3 clusters Score -2.447086e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212652 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -24470956.000000 Penalty: 6085.910645
	Iteration 22Q: 3 clusters Score -2.447096e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212668 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -24471012.000000 Penalty: 6085.910645
	Iteration 23Q: 3 clusters Score -2.447101e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212673 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -24471010.000000 Penalty: 6085.910645
	Iteration 24Q: 3 clusters Score -2.447101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212677 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -24471048.000000 Penalty: 6085.910645
	Iteration 25Q: 3 clusters Score -2.447105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212682 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -24471046.000000 Penalty: 6085.910645
	Iteration 26Q: 3 clusters Score -2.447105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212685 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -24471050.000000 Penalty: 6085.910645
	Iteration 27Q: 3 clusters Score -2.447105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212683 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -24471068.000000 Penalty: 6085.910645
	Iteration 28Q: 3 clusters Score -2.447107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212683 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -24471060.000000 Penalty: 6085.910645
	Iteration 29Q: 3 clusters Score -2.447106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212687 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -24471070.000000 Penalty: 6085.910645
	Iteration 30Q: 3 clusters Score -2.447107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212688 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -24471076.000000 Penalty: 6085.910645
	Iteration 31Q: 3 clusters Score -2.447108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212688 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -24471076.000000 Penalty: 6085.910645
	Iteration 32F: 3 clusters Score -2.447108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 343 members 
Entering Unmasked Estep 
Score: -73557.765625 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73557.77 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73779.445312 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73779.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73867.945312 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -73867.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73919.632812 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73919.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73945.726562 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73945.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73967.125000 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73967.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73994.500000 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73994.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74012.062500 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -74012.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74025.000000 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -74025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74038.468750 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -74038.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74050.617188 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -74050.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74056.070312 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -74056.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74060.078125 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -74060.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74060.078125 Penalty: 3267.424805
	Iteration 13F: 3 clusters Score -74060.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -1191639.625000 Penalty: 2301.406738
	Iteration 0F: 2 clusters Score -1191640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1183540.125000 Penalty: 4602.813477
	Iteration 0F: 3 clusters Score -1183540 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1186224.500000 Penalty: 4602.813477
	Iteration 1F: 3 clusters Score -1186224 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1186769.125000 Penalty: 4602.813477
	Iteration 2F: 3 clusters Score -1186769 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1187309.750000 Penalty: 4602.813477
	Iteration 3F: 3 clusters Score -1187310 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1187788.250000 Penalty: 4602.813477
	Iteration 4F: 3 clusters Score -1187788 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1188173.500000 Penalty: 4602.813477
	Iteration 5F: 3 clusters Score -1188174 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1188508.625000 Penalty: 4602.813477
	Iteration 6Q: 3 clusters Score -1188509 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1188805.250000 Penalty: 4602.813477
	Iteration 7Q: 3 clusters Score -1188805 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1189143.000000 Penalty: 4602.813477
	Iteration 8Q: 3 clusters Score -1189143 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1189545.000000 Penalty: 4602.813477
	Iteration 9Q: 3 clusters Score -1189545 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1189920.000000 Penalty: 4602.813477
	Iteration 10Q: 3 clusters Score -1189920 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1190250.125000 Penalty: 4602.813477
	Iteration 11Q: 3 clusters Score -1190250 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1190529.125000 Penalty: 4602.813477
	Iteration 12Q: 3 clusters Score -1190529 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1190781.250000 Penalty: 4602.813477
	Iteration 13Q: 3 clusters Score -1190781 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1190981.000000 Penalty: 4602.813477
	Iteration 14Q: 3 clusters Score -1190981 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1191149.000000 Penalty: 4602.813477
	Iteration 15Q: 3 clusters Score -1191149 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1191276.125000 Penalty: 4602.813477
	Iteration 16Q: 3 clusters Score -1191276 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1191397.625000 Penalty: 4602.813477
	Iteration 17Q: 3 clusters Score -1191398 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1191482.500000 Penalty: 4602.813477
	Iteration 18Q: 3 clusters Score -1191482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1191544.875000 Penalty: 4602.813477
	Iteration 19Q: 3 clusters Score -1191545 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1191585.625000 Penalty: 4602.813477
	Iteration 20F: 3 clusters Score -1191586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1191617.875000 Penalty: 4602.813477
	Iteration 21Q: 3 clusters Score -1191618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1191658.375000 Penalty: 4602.813477
	Iteration 22Q: 3 clusters Score -1191658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1191693.000000 Penalty: 4602.813477
	Iteration 23Q: 3 clusters Score -1191693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1191721.375000 Penalty: 4602.813477
	Iteration 24Q: 3 clusters Score -1191721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1191744.500000 Penalty: 4602.813477
	Iteration 25Q: 3 clusters Score -1191744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1191760.750000 Penalty: 4602.813477
	Iteration 26Q: 3 clusters Score -1191761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1191774.625000 Penalty: 4602.813477
	Iteration 27Q: 3 clusters Score -1191775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1191788.500000 Penalty: 4602.813477
	Iteration 28Q: 3 clusters Score -1191788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1191803.000000 Penalty: 4602.813477
	Iteration 29Q: 3 clusters Score -1191803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1191816.125000 Penalty: 4602.813477
	Iteration 30Q: 3 clusters Score -1191816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1191822.125000 Penalty: 4602.813477
	Iteration 31Q: 3 clusters Score -1191822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1191827.875000 Penalty: 4602.813477
	Iteration 32Q: 3 clusters Score -1191828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1191831.875000 Penalty: 4602.813477
	Iteration 33Q: 3 clusters Score -1191832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1191834.875000 Penalty: 4602.813477
	Iteration 34Q: 3 clusters Score -1191835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1191838.375000 Penalty: 4602.813477
	Iteration 35Q: 3 clusters Score -1191838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1191840.875000 Penalty: 4602.813477
	Iteration 36Q: 3 clusters Score -1191841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1191842.000000 Penalty: 4602.813477
	Iteration 37Q: 3 clusters Score -1191842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1191842.250000 Penalty: 4602.813477
	Iteration 38Q: 3 clusters Score -1191842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1191843.750000 Penalty: 4602.813477
	Iteration 39Q: 3 clusters Score -1191844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1191843.875000 Penalty: 4602.813477
	Iteration 40F: 3 clusters Score -1191844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8863 members 
Mstep: Class 66 contains 8315 members 
Entering Unmasked Estep 
Score: -139290784.000000 Penalty: 230321.296875
Splitting cluster 10 changes total score from -139291792.000000 to -139290784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -1053069.375000 Penalty: 2285.672607
	Iteration 0F: 2 clusters Score -1053069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1045401.812500 Penalty: 4571.345215
	Iteration 0F: 3 clusters Score -1045402 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1047754.937500 Penalty: 4571.345215
	Iteration 1F: 3 clusters Score -1047755 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1048267.625000 Penalty: 4571.345215
	Iteration 2F: 3 clusters Score -1048268 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1048686.250000 Penalty: 4571.345215
	Iteration 3F: 3 clusters Score -1048686 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1049044.000000 Penalty: 4571.345215
	Iteration 4F: 3 clusters Score -1049044 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1049323.000000 Penalty: 4571.345215
	Iteration 5F: 3 clusters Score -1049323 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1049563.375000 Penalty: 4571.345215
	Iteration 6Q: 3 clusters Score -1049563 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1049747.625000 Penalty: 4571.345215
	Iteration 7Q: 3 clusters Score -1049748 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1049878.750000 Penalty: 4571.345215
	Iteration 8Q: 3 clusters Score -1049879 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1049982.125000 Penalty: 4571.345215
	Iteration 9Q: 3 clusters Score -1049982 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1050046.625000 Penalty: 4571.345215
	Iteration 10Q: 3 clusters Score -1050047 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1050099.125000 Penalty: 4571.345215
	Iteration 11Q: 3 clusters Score -1050099 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1050144.750000 Penalty: 4571.345215
	Iteration 12Q: 3 clusters Score -1050145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1050182.750000 Penalty: 4571.345215
	Iteration 13Q: 3 clusters Score -1050183 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1050219.500000 Penalty: 4571.345215
	Iteration 14Q: 3 clusters Score -1050220 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1050251.375000 Penalty: 4571.345215
	Iteration 15Q: 3 clusters Score -1050251 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1050276.125000 Penalty: 4571.345215
	Iteration 16Q: 3 clusters Score -1050276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1050300.250000 Penalty: 4571.345215
	Iteration 17Q: 3 clusters Score -1050300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1050319.500000 Penalty: 4571.345215
	Iteration 18Q: 3 clusters Score -1050320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1050338.750000 Penalty: 4571.345215
	Iteration 19Q: 3 clusters Score -1050339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1050358.375000 Penalty: 4571.345215
	Iteration 20F: 3 clusters Score -1050358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1050378.375000 Penalty: 4571.345215
	Iteration 21Q: 3 clusters Score -1050378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1050396.625000 Penalty: 4571.345215
	Iteration 22Q: 3 clusters Score -1050397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1050414.750000 Penalty: 4571.345215
	Iteration 23Q: 3 clusters Score -1050415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1050437.750000 Penalty: 4571.345215
	Iteration 24Q: 3 clusters Score -1050438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1050456.250000 Penalty: 4571.345215
	Iteration 25Q: 3 clusters Score -1050456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1050479.875000 Penalty: 4571.345215
	Iteration 26Q: 3 clusters Score -1050480 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1050503.750000 Penalty: 4571.345215
	Iteration 27Q: 3 clusters Score -1050504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1050522.750000 Penalty: 4571.345215
	Iteration 28Q: 3 clusters Score -1050523 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1050543.875000 Penalty: 4571.345215
	Iteration 29Q: 3 clusters Score -1050544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1050564.625000 Penalty: 4571.345215
	Iteration 30Q: 3 clusters Score -1050565 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1050585.750000 Penalty: 4571.345215
	Iteration 31Q: 3 clusters Score -1050586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1050618.500000 Penalty: 4571.345215
	Iteration 32Q: 3 clusters Score -1050618 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1050658.250000 Penalty: 4571.345215
	Iteration 33Q: 3 clusters Score -1050658 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1050703.250000 Penalty: 4571.345215
	Iteration 34Q: 3 clusters Score -1050703 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1050752.625000 Penalty: 4571.345215
	Iteration 35Q: 3 clusters Score -1050753 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1050803.750000 Penalty: 4571.345215
	Iteration 36Q: 3 clusters Score -1050804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1050861.125000 Penalty: 4571.345215
	Iteration 37Q: 3 clusters Score -1050861 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1050929.625000 Penalty: 4571.345215
	Iteration 38Q: 3 clusters Score -1050930 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1051004.500000 Penalty: 4571.345215
	Iteration 39Q: 3 clusters Score -1051004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1051075.625000 Penalty: 4571.345215
	Iteration 40F: 3 clusters Score -1051076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1051132.750000 Penalty: 4571.345215
	Iteration 41Q: 3 clusters Score -1051133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1051175.000000 Penalty: 4571.345215
	Iteration 42Q: 3 clusters Score -1051175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1051214.375000 Penalty: 4571.345215
	Iteration 43Q: 3 clusters Score -1051214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1051251.125000 Penalty: 4571.345215
	Iteration 44Q: 3 clusters Score -1051251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1051293.500000 Penalty: 4571.345215
	Iteration 45Q: 3 clusters Score -1051294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1051337.875000 Penalty: 4571.345215
	Iteration 46Q: 3 clusters Score -1051338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1051407.375000 Penalty: 4571.345215
	Iteration 47Q: 3 clusters Score -1051407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1051521.000000 Penalty: 4571.345215
	Iteration 48Q: 3 clusters Score -1051521 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1051639.625000 Penalty: 4571.345215
	Iteration 49Q: 3 clusters Score -1051640 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1051758.875000 Penalty: 4571.345215
	Iteration 50Q: 3 clusters Score -1051759 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1051888.750000 Penalty: 4571.345215
	Iteration 51Q: 3 clusters Score -1051889 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1052038.875000 Penalty: 4571.345215
	Iteration 52Q: 3 clusters Score -1052039 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1052165.500000 Penalty: 4571.345215
	Iteration 53Q: 3 clusters Score -1052166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1052274.500000 Penalty: 4571.345215
	Iteration 54Q: 3 clusters Score -1052274 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1052372.125000 Penalty: 4571.345215
	Iteration 55Q: 3 clusters Score -1052372 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1052446.250000 Penalty: 4571.345215
	Iteration 56Q: 3 clusters Score -1052446 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1052527.000000 Penalty: 4571.345215
	Iteration 57Q: 3 clusters Score -1052527 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1052632.875000 Penalty: 4571.345215
	Iteration 58Q: 3 clusters Score -1052633 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1052772.125000 Penalty: 4571.345215
	Iteration 59Q: 3 clusters Score -1052772 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1052926.375000 Penalty: 4571.345215
	Iteration 60F: 3 clusters Score -1052926 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1053066.000000 Penalty: 4571.345215
	Iteration 61Q: 3 clusters Score -1053066 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1053216.750000 Penalty: 4571.345215
	Iteration 62Q: 3 clusters Score -1053217 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1053333.500000 Penalty: 4571.345215
	Iteration 63Q: 3 clusters Score -1053334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1053412.625000 Penalty: 4571.345215
	Iteration 64Q: 3 clusters Score -1053413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1053474.750000 Penalty: 4571.345215
	Iteration 65Q: 3 clusters Score -1053475 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1053523.125000 Penalty: 4571.345215
	Iteration 66Q: 3 clusters Score -1053523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1053555.125000 Penalty: 4571.345215
	Iteration 67Q: 3 clusters Score -1053555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1053577.500000 Penalty: 4571.345215
	Iteration 68Q: 3 clusters Score -1053578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1053589.625000 Penalty: 4571.345215
	Iteration 69Q: 3 clusters Score -1053590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1053599.125000 Penalty: 4571.345215
	Iteration 70Q: 3 clusters Score -1053599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1053608.125000 Penalty: 4571.345215
	Iteration 71Q: 3 clusters Score -1053608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1053612.625000 Penalty: 4571.345215
	Iteration 72Q: 3 clusters Score -1053613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1053617.875000 Penalty: 4571.345215
	Iteration 73Q: 3 clusters Score -1053618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1053623.250000 Penalty: 4571.345215
	Iteration 74Q: 3 clusters Score -1053623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1053629.125000 Penalty: 4571.345215
	Iteration 75Q: 3 clusters Score -1053629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1053633.875000 Penalty: 4571.345215
	Iteration 76Q: 3 clusters Score -1053634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1053637.625000 Penalty: 4571.345215
	Iteration 77Q: 3 clusters Score -1053638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1053640.875000 Penalty: 4571.345215
	Iteration 78Q: 3 clusters Score -1053641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1053640.125000 Penalty: 4571.345215
	Iteration 79Q: 3 clusters Score -1053640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1053643.750000 Penalty: 4571.345215
	Iteration 80F: 3 clusters Score -1053644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1053646.875000 Penalty: 4571.345215
	Iteration 81Q: 3 clusters Score -1053647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1053652.750000 Penalty: 4571.345215
	Iteration 82Q: 3 clusters Score -1053653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1053656.125000 Penalty: 4571.345215
	Iteration 83Q: 3 clusters Score -1053656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1053654.500000 Penalty: 4571.345215
	Iteration 84Q: 3 clusters Score -1053654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1053656.250000 Penalty: 4571.345215
	Iteration 85Q: 3 clusters Score -1053656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1053658.125000 Penalty: 4571.345215
	Iteration 86Q: 3 clusters Score -1053658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1053660.625000 Penalty: 4571.345215
	Iteration 87Q: 3 clusters Score -1053661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1053663.125000 Penalty: 4571.345215
	Iteration 88Q: 3 clusters Score -1053663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1053665.250000 Penalty: 4571.345215
	Iteration 89Q: 3 clusters Score -1053665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1053667.875000 Penalty: 4571.345215
	Iteration 90Q: 3 clusters Score -1053668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1053670.625000 Penalty: 4571.345215
	Iteration 91Q: 3 clusters Score -1053671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1053672.875000 Penalty: 4571.345215
	Iteration 92Q: 3 clusters Score -1053673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1053674.875000 Penalty: 4571.345215
	Iteration 93Q: 3 clusters Score -1053675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1053673.625000 Penalty: 4571.345215
	Iteration 94Q: 3 clusters Score -1053674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1053677.250000 Penalty: 4571.345215
	Iteration 95Q: 3 clusters Score -1053677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1053676.625000 Penalty: 4571.345215
	Iteration 96Q: 3 clusters Score -1053677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1053676.750000 Penalty: 4571.345215
	Iteration 97Q: 3 clusters Score -1053677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1053676.625000 Penalty: 4571.345215
	Iteration 98Q: 3 clusters Score -1053677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1053676.125000 Penalty: 4571.345215
	Iteration 99Q: 3 clusters Score -1053676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1053679.000000 Penalty: 4571.345215
	Iteration 100F: 3 clusters Score -1053679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1053677.125000 Penalty: 4571.345215
	Iteration 101Q: 3 clusters Score -1053677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1053679.250000 Penalty: 4571.345215
	Iteration 102Q: 3 clusters Score -1053679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1053679.375000 Penalty: 4571.345215
	Iteration 103Q: 3 clusters Score -1053679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1053678.250000 Penalty: 4571.345215
	Iteration 104Q: 3 clusters Score -1053678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1053677.500000 Penalty: 4571.345215
	Iteration 105Q: 3 clusters Score -1053678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1053677.500000 Penalty: 4571.345215
	Iteration 106F: 3 clusters Score -1053678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8863 members 
Mstep: Class 66 contains 5791 members 
Entering Unmasked Estep 
Score: -139291216.000000 Penalty: 230321.296875
Splitting cluster 11 changes total score from -139291792.000000 to -139291216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -1506302.625000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -1506303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1496412.500000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -1496412 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1499558.500000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -1499558 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1500184.000000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -1500184 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1500877.000000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -1500877 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1501584.250000 Penalty: 4722.879395
	Iteration 4F: 3 clusters Score -1501584 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1502233.375000 Penalty: 4722.879395
	Iteration 5F: 3 clusters Score -1502233 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1502836.625000 Penalty: 4722.879395
	Iteration 6F: 3 clusters Score -1502837 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1503355.000000 Penalty: 4722.879395
	Iteration 7F: 3 clusters Score -1503355 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1503741.375000 Penalty: 4722.879395
	Iteration 8Q: 3 clusters Score -1503741 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1504038.875000 Penalty: 4722.879395
	Iteration 9Q: 3 clusters Score -1504039 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1504245.375000 Penalty: 4722.879395
	Iteration 10Q: 3 clusters Score -1504245 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1504410.750000 Penalty: 4722.879395
	Iteration 11Q: 3 clusters Score -1504411 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1504507.375000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -1504507 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1504589.250000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -1504589 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1504642.000000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -1504642 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1504680.875000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -1504681 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1504715.750000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -1504716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1504750.500000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -1504750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1504772.875000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -1504773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1504802.250000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -1504802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1504818.500000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -1504818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1504834.625000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -1504835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1504843.875000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -1504844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1504849.375000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -1504849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1504859.375000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -1504859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1504867.000000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -1504867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1504873.625000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -1504874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1504880.250000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -1504880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1504888.750000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -1504889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1504894.625000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -1504895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1504902.000000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -1504902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1504904.750000 Penalty: 4722.879395
	Iteration 31Q: 3 clusters Score -1504905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1504907.000000 Penalty: 4722.879395
	Iteration 32Q: 3 clusters Score -1504907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1504906.750000 Penalty: 4722.879395
	Iteration 33Q: 3 clusters Score -1504907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1504909.750000 Penalty: 4722.879395
	Iteration 34Q: 3 clusters Score -1504910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1504911.250000 Penalty: 4722.879395
	Iteration 35Q: 3 clusters Score -1504911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1504910.875000 Penalty: 4722.879395
	Iteration 36Q: 3 clusters Score -1504911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1504911.125000 Penalty: 4722.879395
	Iteration 37Q: 3 clusters Score -1504911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1504915.250000 Penalty: 4722.879395
	Iteration 38Q: 3 clusters Score -1504915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1504918.125000 Penalty: 4722.879395
	Iteration 39Q: 3 clusters Score -1504918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1504916.000000 Penalty: 4722.879395
	Iteration 40F: 3 clusters Score -1504916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1504917.750000 Penalty: 4722.879395
	Iteration 41Q: 3 clusters Score -1504918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1504918.625000 Penalty: 4722.879395
	Iteration 42Q: 3 clusters Score -1504919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1504919.125000 Penalty: 4722.879395
	Iteration 43Q: 3 clusters Score -1504919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1504919.375000 Penalty: 4722.879395
	Iteration 44Q: 3 clusters Score -1504919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1504919.125000 Penalty: 4722.879395
	Iteration 45Q: 3 clusters Score -1504919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1504919.750000 Penalty: 4722.879395
	Iteration 46Q: 3 clusters Score -1504920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1504920.625000 Penalty: 4722.879395
	Iteration 47Q: 3 clusters Score -1504921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1504919.375000 Penalty: 4722.879395
	Iteration 48Q: 3 clusters Score -1504919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1504922.875000 Penalty: 4722.879395
	Iteration 49Q: 3 clusters Score -1504923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1504922.875000 Penalty: 4722.879395
	Iteration 50F: 3 clusters Score -1504923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -396603.906250 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -396603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -392967.812500 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -392967.8 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -394103.937500 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -394103.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -395009.687500 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -395009.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -395869.593750 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -395869.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -396320.656250 Penalty: 4071.546875
	Iteration 4F: 3 clusters Score -396320.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -396475.562500 Penalty: 4071.546875
	Iteration 5Q: 3 clusters Score -396475.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -396525.250000 Penalty: 4071.546875
	Iteration 6Q: 3 clusters Score -396525.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -396538.437500 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -396538.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -396543.156250 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -396543.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -396545.875000 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -396545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -396547.687500 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -396547.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -396549.656250 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -396549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -396550.687500 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -396550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -396550.687500 Penalty: 4071.546875
	Iteration 13F: 3 clusters Score -396550.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Entering Unmasked Estep 
Score: -5189310.000000 Penalty: 2662.032471
	Iteration 0F: 2 clusters Score -5189310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -5158452.000000 Penalty: 5324.064941
	Iteration 0F: 3 clusters Score -5158452 nChanged 20932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -5170077.500000 Penalty: 5324.064941
	Iteration 1F: 3 clusters Score -5170078 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -5170768.000000 Penalty: 5324.064941
	Iteration 2Q: 3 clusters Score -5170768 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5171548.500000 Penalty: 5324.064941
	Iteration 3Q: 3 clusters Score -5171548 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -5172508.500000 Penalty: 5324.064941
	Iteration 4Q: 3 clusters Score -5172508 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -5173866.000000 Penalty: 5324.064941
	Iteration 5F: 3 clusters Score -5173866 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -5175581.000000 Penalty: 5324.064941
	Iteration 6F: 3 clusters Score -5175581 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -5177455.000000 Penalty: 5324.064941
	Iteration 7F: 3 clusters Score -5177455 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -5179055.500000 Penalty: 5324.064941
	Iteration 8F: 3 clusters Score -5179056 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5180284.000000 Penalty: 5324.064941
	Iteration 9F: 3 clusters Score -5180284 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -5181061.000000 Penalty: 5324.064941
	Iteration 10Q: 3 clusters Score -5181061 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -5181662.000000 Penalty: 5324.064941
	Iteration 11Q: 3 clusters Score -5181662 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5182137.000000 Penalty: 5324.064941
	Iteration 12Q: 3 clusters Score -5182137 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -5182519.000000 Penalty: 5324.064941
	Iteration 13Q: 3 clusters Score -5182519 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -5182853.500000 Penalty: 5324.064941
	Iteration 14Q: 3 clusters Score -5182854 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -5183198.000000 Penalty: 5324.064941
	Iteration 15Q: 3 clusters Score -5183198 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -5183563.500000 Penalty: 5324.064941
	Iteration 16Q: 3 clusters Score -5183564 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -5183948.000000 Penalty: 5324.064941
	Iteration 17Q: 3 clusters Score -5183948 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5184358.500000 Penalty: 5324.064941
	Iteration 18Q: 3 clusters Score -5184358 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -5184740.500000 Penalty: 5324.064941
	Iteration 19Q: 3 clusters Score -5184740 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -5185059.000000 Penalty: 5324.064941
	Iteration 20F: 3 clusters Score -5185059 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5185332.500000 Penalty: 5324.064941
	Iteration 21Q: 3 clusters Score -5185332 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -5185545.000000 Penalty: 5324.064941
	Iteration 22Q: 3 clusters Score -5185545 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -5185794.000000 Penalty: 5324.064941
	Iteration 23Q: 3 clusters Score -5185794 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -5185960.500000 Penalty: 5324.064941
	Iteration 24Q: 3 clusters Score -5185960 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5186098.000000 Penalty: 5324.064941
	Iteration 25Q: 3 clusters Score -5186098 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5186227.000000 Penalty: 5324.064941
	Iteration 26Q: 3 clusters Score -5186227 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5186336.000000 Penalty: 5324.064941
	Iteration 27Q: 3 clusters Score -5186336 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -5186436.500000 Penalty: 5324.064941
	Iteration 28Q: 3 clusters Score -5186436 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -5186517.500000 Penalty: 5324.064941
	Iteration 29Q: 3 clusters Score -5186518 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -5186575.500000 Penalty: 5324.064941
	Iteration 30Q: 3 clusters Score -5186576 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5186658.500000 Penalty: 5324.064941
	Iteration 31Q: 3 clusters Score -5186658 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5186715.000000 Penalty: 5324.064941
	Iteration 32Q: 3 clusters Score -5186715 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5186792.000000 Penalty: 5324.064941
	Iteration 33Q: 3 clusters Score -5186792 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -5186842.500000 Penalty: 5324.064941
	Iteration 34Q: 3 clusters Score -5186842 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5186899.000000 Penalty: 5324.064941
	Iteration 35Q: 3 clusters Score -5186899 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5186963.000000 Penalty: 5324.064941
	Iteration 36Q: 3 clusters Score -5186963 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -5186981.500000 Penalty: 5324.064941
	Iteration 37Q: 3 clusters Score -5186982 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5187019.000000 Penalty: 5324.064941
	Iteration 38Q: 3 clusters Score -5187019 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5187041.500000 Penalty: 5324.064941
	Iteration 39Q: 3 clusters Score -5187042 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5187072.500000 Penalty: 5324.064941
	Iteration 40F: 3 clusters Score -5187072 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5187104.500000 Penalty: 5324.064941
	Iteration 41Q: 3 clusters Score -5187104 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -5187148.500000 Penalty: 5324.064941
	Iteration 42Q: 3 clusters Score -5187148 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5187172.500000 Penalty: 5324.064941
	Iteration 43Q: 3 clusters Score -5187172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5187195.500000 Penalty: 5324.064941
	Iteration 44Q: 3 clusters Score -5187196 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5187214.000000 Penalty: 5324.064941
	Iteration 45Q: 3 clusters Score -5187214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -5187224.000000 Penalty: 5324.064941
	Iteration 46Q: 3 clusters Score -5187224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5187235.000000 Penalty: 5324.064941
	Iteration 47Q: 3 clusters Score -5187235 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5187251.000000 Penalty: 5324.064941
	Iteration 48Q: 3 clusters Score -5187251 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -5187288.000000 Penalty: 5324.064941
	Iteration 49Q: 3 clusters Score -5187288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5187299.500000 Penalty: 5324.064941
	Iteration 50Q: 3 clusters Score -5187300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5187312.500000 Penalty: 5324.064941
	Iteration 51Q: 3 clusters Score -5187312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -5187323.000000 Penalty: 5324.064941
	Iteration 52Q: 3 clusters Score -5187323 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5187331.000000 Penalty: 5324.064941
	Iteration 53Q: 3 clusters Score -5187331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5187355.000000 Penalty: 5324.064941
	Iteration 54Q: 3 clusters Score -5187355 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -5187374.500000 Penalty: 5324.064941
	Iteration 55Q: 3 clusters Score -5187374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -5187390.000000 Penalty: 5324.064941
	Iteration 56Q: 3 clusters Score -5187390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5187385.500000 Penalty: 5324.064941
	Iteration 57Q: 3 clusters Score -5187386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -5187405.500000 Penalty: 5324.064941
	Iteration 58Q: 3 clusters Score -5187406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -5187403.500000 Penalty: 5324.064941
	Iteration 59Q: 3 clusters Score -5187404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -5187411.500000 Penalty: 5324.064941
	Iteration 60F: 3 clusters Score -5187412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -5187419.000000 Penalty: 5324.064941
	Iteration 61Q: 3 clusters Score -5187419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5187422.500000 Penalty: 5324.064941
	Iteration 62Q: 3 clusters Score -5187422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5187418.000000 Penalty: 5324.064941
	Iteration 63Q: 3 clusters Score -5187418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -5187414.000000 Penalty: 5324.064941
	Iteration 64Q: 3 clusters Score -5187414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -5187414.000000 Penalty: 5324.064941
	Iteration 65Q: 3 clusters Score -5187414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5187413.000000 Penalty: 5324.064941
	Iteration 66Q: 3 clusters Score -5187413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5187421.000000 Penalty: 5324.064941
	Iteration 67Q: 3 clusters Score -5187421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5187423.000000 Penalty: 5324.064941
	Iteration 68Q: 3 clusters Score -5187423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5187427.000000 Penalty: 5324.064941
	Iteration 69Q: 3 clusters Score -5187427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -5187428.000000 Penalty: 5324.064941
	Iteration 70Q: 3 clusters Score -5187428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5187428.000000 Penalty: 5324.064941
	Iteration 71Q: 3 clusters Score -5187428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -5187433.000000 Penalty: 5324.064941
	Iteration 72Q: 3 clusters Score -5187433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -5187441.500000 Penalty: 5324.064941
	Iteration 73Q: 3 clusters Score -5187442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -5187439.500000 Penalty: 5324.064941
	Iteration 74Q: 3 clusters Score -5187440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5187443.000000 Penalty: 5324.064941
	Iteration 75Q: 3 clusters Score -5187443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -5187444.000000 Penalty: 5324.064941
	Iteration 76Q: 3 clusters Score -5187444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -5187442.000000 Penalty: 5324.064941
	Iteration 77Q: 3 clusters Score -5187442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -5187440.500000 Penalty: 5324.064941
	Iteration 78Q: 3 clusters Score -5187440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -5187442.000000 Penalty: 5324.064941
	Iteration 79Q: 3 clusters Score -5187442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -5187441.500000 Penalty: 5324.064941
	Iteration 80F: 3 clusters Score -5187442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -5187442.500000 Penalty: 5324.064941
	Iteration 81Q: 3 clusters Score -5187442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -5187434.000000 Penalty: 5324.064941
	Iteration 82Q: 3 clusters Score -5187434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -5187437.000000 Penalty: 5324.064941
	Iteration 83Q: 3 clusters Score -5187437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -5187437.000000 Penalty: 5324.064941
	Iteration 84Q: 3 clusters Score -5187437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -5187438.000000 Penalty: 5324.064941
	Iteration 85Q: 3 clusters Score -5187438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -5187439.500000 Penalty: 5324.064941
	Iteration 86Q: 3 clusters Score -5187440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -5187440.000000 Penalty: 5324.064941
	Iteration 87Q: 3 clusters Score -5187440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -5187444.000000 Penalty: 5324.064941
	Iteration 88Q: 3 clusters Score -5187444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -5187435.500000 Penalty: 5324.064941
	Iteration 89Q: 3 clusters Score -5187436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -5187442.000000 Penalty: 5324.064941
	Iteration 90Q: 3 clusters Score -5187442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -5187442.000000 Penalty: 5324.064941
	Iteration 91Q: 3 clusters Score -5187442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -5187440.000000 Penalty: 5324.064941
	Iteration 92Q: 3 clusters Score -5187440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -5187440.000000 Penalty: 5324.064941
	Iteration 93F: 3 clusters Score -5187440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -1515601.500000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -1515602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1505308.250000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -1505308 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1508627.375000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -1508627 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1509115.000000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -1509115 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1509654.000000 Penalty: 4740.925293
	Iteration 3F: 3 clusters Score -1509654 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1510358.250000 Penalty: 4740.925293
	Iteration 4F: 3 clusters Score -1510358 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1511152.375000 Penalty: 4740.925293
	Iteration 5F: 3 clusters Score -1511152 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1511945.125000 Penalty: 4740.925293
	Iteration 6F: 3 clusters Score -1511945 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1512635.375000 Penalty: 4740.925293
	Iteration 7F: 3 clusters Score -1512635 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1513087.375000 Penalty: 4740.925293
	Iteration 8Q: 3 clusters Score -1513087 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1513337.125000 Penalty: 4740.925293
	Iteration 9Q: 3 clusters Score -1513337 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1513513.000000 Penalty: 4740.925293
	Iteration 10Q: 3 clusters Score -1513513 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1513613.000000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -1513613 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1513671.000000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -1513671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1513710.750000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -1513711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1513749.750000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -1513750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1513773.625000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -1513774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1513792.750000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -1513793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1513801.250000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -1513801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1513816.875000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -1513817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1513828.750000 Penalty: 4740.925293
	Iteration 19Q: 3 clusters Score -1513829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1513838.500000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -1513838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1513851.000000 Penalty: 4740.925293
	Iteration 21Q: 3 clusters Score -1513851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1513863.125000 Penalty: 4740.925293
	Iteration 22Q: 3 clusters Score -1513863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1513869.375000 Penalty: 4740.925293
	Iteration 23Q: 3 clusters Score -1513869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1513871.125000 Penalty: 4740.925293
	Iteration 24Q: 3 clusters Score -1513871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1513873.750000 Penalty: 4740.925293
	Iteration 25Q: 3 clusters Score -1513874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1513874.375000 Penalty: 4740.925293
	Iteration 26Q: 3 clusters Score -1513874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1513878.750000 Penalty: 4740.925293
	Iteration 27Q: 3 clusters Score -1513879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1513878.750000 Penalty: 4740.925293
	Iteration 28F: 3 clusters Score -1513879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -552841.562500 Penalty: 2138.323730
	Iteration 0F: 2 clusters Score -552841.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -548009.875000 Penalty: 4276.647461
	Iteration 0F: 3 clusters Score -548009.9 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -549352.562500 Penalty: 4276.647461
	Iteration 1F: 3 clusters Score -549352.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -549774.500000 Penalty: 4276.647461
	Iteration 2F: 3 clusters Score -549774.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -550148.437500 Penalty: 4276.647461
	Iteration 3F: 3 clusters Score -550148.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -550476.562500 Penalty: 4276.647461
	Iteration 4F: 3 clusters Score -550476.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -550758.437500 Penalty: 4276.647461
	Iteration 5F: 3 clusters Score -550758.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -551015.687500 Penalty: 4276.647461
	Iteration 6Q: 3 clusters Score -551015.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -551222.750000 Penalty: 4276.647461
	Iteration 7Q: 3 clusters Score -551222.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -551386.437500 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -551386.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -551529.312500 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -551529.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -551647.625000 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -551647.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -551722.937500 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -551722.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -551787.437500 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -551787.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -551839.375000 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -551839.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -551872.812500 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -551872.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -551898.812500 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -551898.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -551922.812500 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -551922.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -551945.312500 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -551945.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -551966.375000 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -551966.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -551984.625000 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -551984.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -552000.500000 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -552000.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -552016.562500 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -552016.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -552029.687500 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -552029.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -552036.500000 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -552036.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -552040.875000 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -552040.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -552044.312500 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -552044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -552046.500000 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -552046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -552046.187500 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -552046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -552046.187500 Penalty: 4276.647461
	Iteration 28F: 3 clusters Score -552046.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -401263.843750 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -401263.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -397313.312500 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -397313.3 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -398378.093750 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -398378.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -398701.093750 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -398701.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -398975.031250 Penalty: 4133.421387
	Iteration 3F: 3 clusters Score -398975 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -399194.281250 Penalty: 4133.421387
	Iteration 4F: 3 clusters Score -399194.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -399339.375000 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -399339.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -399458.687500 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -399458.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -399538.968750 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -399539 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -399592.875000 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -399592.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -399640.156250 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -399640.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -399671.531250 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -399671.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -399697.406250 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -399697.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -399720.718750 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -399720.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -399746.593750 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -399746.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -399772.093750 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -399772.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -399798.656250 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -399798.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -399830.187500 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -399830.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -399853.093750 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -399853.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -399885.375000 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -399885.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -399942.625000 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -399942.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -400011.406250 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -400011.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -400090.687500 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -400090.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -400203.875000 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -400203.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -400329.906250 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -400329.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -400460.093750 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -400460.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -400576.812500 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -400576.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -400672.250000 Penalty: 4133.421387
	Iteration 26Q: 3 clusters Score -400672.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -400783.656250 Penalty: 4133.421387
	Iteration 27Q: 3 clusters Score -400783.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -400865.531250 Penalty: 4133.421387
	Iteration 28Q: 3 clusters Score -400865.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -400925.031250 Penalty: 4133.421387
	Iteration 29Q: 3 clusters Score -400925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -400968.593750 Penalty: 4133.421387
	Iteration 30Q: 3 clusters Score -400968.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -401009.281250 Penalty: 4133.421387
	Iteration 31Q: 3 clusters Score -401009.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -401037.093750 Penalty: 4133.421387
	Iteration 32Q: 3 clusters Score -401037.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -401072.312500 Penalty: 4133.421387
	Iteration 33Q: 3 clusters Score -401072.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -401107.625000 Penalty: 4133.421387
	Iteration 34Q: 3 clusters Score -401107.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -401153.093750 Penalty: 4133.421387
	Iteration 35Q: 3 clusters Score -401153.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -401217.000000 Penalty: 4133.421387
	Iteration 36Q: 3 clusters Score -401217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -401267.562500 Penalty: 4133.421387
	Iteration 37Q: 3 clusters Score -401267.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -401303.656250 Penalty: 4133.421387
	Iteration 38Q: 3 clusters Score -401303.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -401326.750000 Penalty: 4133.421387
	Iteration 39Q: 3 clusters Score -401326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -401350.562500 Penalty: 4133.421387
	Iteration 40F: 3 clusters Score -401350.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -401365.468750 Penalty: 4133.421387
	Iteration 41Q: 3 clusters Score -401365.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -401375.968750 Penalty: 4133.421387
	Iteration 42Q: 3 clusters Score -401376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -401380.437500 Penalty: 4133.421387
	Iteration 43Q: 3 clusters Score -401380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -401382.656250 Penalty: 4133.421387
	Iteration 44Q: 3 clusters Score -401382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -401383.312500 Penalty: 4133.421387
	Iteration 45Q: 3 clusters Score -401383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -401383.312500 Penalty: 4133.421387
	Iteration 46F: 3 clusters Score -401383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8863 members 
Mstep: Class 66 contains 1917 members 
Entering Unmasked Estep 
Score: -139290320.000000 Penalty: 230321.296875
Splitting cluster 17 changes total score from -139291792.000000 to -139290320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -725739.062500 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -725739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -720248.000000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -720248 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -721645.312500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -721645.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -721936.625000 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -721936.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -722116.125000 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -722116.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -722222.000000 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -722222 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -722316.937500 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -722316.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -722394.500000 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -722394.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -722470.562500 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -722470.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -722550.687500 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -722550.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -722626.687500 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -722626.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -722692.125000 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -722692.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -722775.125000 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -722775.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -722878.375000 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -722878.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -722975.000000 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -722975 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -723080.562500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -723080.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -723190.812500 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -723190.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -723300.875000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -723300.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -723383.500000 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -723383.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -723461.375000 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -723461.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -723542.000000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -723542 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -723631.625000 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -723631.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -723712.000000 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -723712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -723770.875000 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -723770.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -723817.937500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -723817.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -723863.437500 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -723863.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -723900.875000 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -723900.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -723943.187500 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -723943.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -723976.625000 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -723976.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -724002.312500 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -724002.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -724031.625000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -724031.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -724049.312500 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -724049.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -724076.187500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -724076.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -724107.500000 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -724107.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -724135.937500 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -724135.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -724162.250000 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -724162.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -724181.500000 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -724181.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -724200.750000 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -724200.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -724219.687500 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -724219.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -724235.937500 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -724235.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -724243.562500 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -724243.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -724252.625000 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -724252.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -724259.812500 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -724259.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -724263.812500 Penalty: 4352.289062
	Iteration 42Q: 3 clusters Score -724263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -724264.312500 Penalty: 4352.289062
	Iteration 43Q: 3 clusters Score -724264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -724267.250000 Penalty: 4352.289062
	Iteration 44Q: 3 clusters Score -724267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -724270.062500 Penalty: 4352.289062
	Iteration 45Q: 3 clusters Score -724270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -724269.750000 Penalty: 4352.289062
	Iteration 46Q: 3 clusters Score -724269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -724270.437500 Penalty: 4352.289062
	Iteration 47Q: 3 clusters Score -724270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -724270.437500 Penalty: 4352.289062
	Iteration 48F: 3 clusters Score -724270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140634 members 
Entering Unmasked Estep 
Score: -15811123.000000 Penalty: 2939.771240
	Iteration 0F: 2 clusters Score -1.581112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -15717304.000000 Penalty: 5879.542480
	Iteration 0F: 3 clusters Score -1.57173e+07 nChanged 67228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -15756449.000000 Penalty: 5879.542480
	Iteration 1F: 3 clusters Score -1.575645e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -15757971.000000 Penalty: 5879.542480
	Iteration 2Q: 3 clusters Score -1.575797e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -15760006.000000 Penalty: 5879.542480
	Iteration 3Q: 3 clusters Score -1.576001e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -15762570.000000 Penalty: 5879.542480
	Iteration 4Q: 3 clusters Score -1.576257e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -15765888.000000 Penalty: 5879.542480
	Iteration 5Q: 3 clusters Score -1.576589e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -15770124.000000 Penalty: 5879.542480
	Iteration 6F: 3 clusters Score -1.577012e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -15775815.000000 Penalty: 5879.542480
	Iteration 7F: 3 clusters Score -1.577582e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -15782541.000000 Penalty: 5879.542480
	Iteration 8F: 3 clusters Score -1.578254e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115349 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -15789644.000000 Penalty: 5879.542480
	Iteration 9F: 3 clusters Score -1.578964e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -15795854.000000 Penalty: 5879.542480
	Iteration 10F: 3 clusters Score -1.579585e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -15800255.000000 Penalty: 5879.542480
	Iteration 11Q: 3 clusters Score -1.580026e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -15803304.000000 Penalty: 5879.542480
	Iteration 12Q: 3 clusters Score -1.58033e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133565 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -15805274.000000 Penalty: 5879.542480
	Iteration 13Q: 3 clusters Score -1.580527e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135116 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -15806646.000000 Penalty: 5879.542480
	Iteration 14Q: 3 clusters Score -1.580665e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136097 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -15807545.000000 Penalty: 5879.542480
	Iteration 15Q: 3 clusters Score -1.580754e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136748 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -15808142.000000 Penalty: 5879.542480
	Iteration 16Q: 3 clusters Score -1.580814e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137230 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -15808499.000000 Penalty: 5879.542480
	Iteration 17Q: 3 clusters Score -1.58085e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137568 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -15808723.000000 Penalty: 5879.542480
	Iteration 18Q: 3 clusters Score -1.580872e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -15808884.000000 Penalty: 5879.542480
	Iteration 19Q: 3 clusters Score -1.580888e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -15808999.000000 Penalty: 5879.542480
	Iteration 20F: 3 clusters Score -1.5809e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -15809045.000000 Penalty: 5879.542480
	Iteration 21Q: 3 clusters Score -1.580904e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138228 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -15809094.000000 Penalty: 5879.542480
	Iteration 22Q: 3 clusters Score -1.580909e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138310 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -15809100.000000 Penalty: 5879.542480
	Iteration 23Q: 3 clusters Score -1.58091e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138369 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -15809132.000000 Penalty: 5879.542480
	Iteration 24Q: 3 clusters Score -1.580913e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138428 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -15809149.000000 Penalty: 5879.542480
	Iteration 25Q: 3 clusters Score -1.580915e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138468 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -15809143.000000 Penalty: 5879.542480
	Iteration 26Q: 3 clusters Score -1.580914e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138500 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -15809136.000000 Penalty: 5879.542480
	Iteration 27Q: 3 clusters Score -1.580914e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138523 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15809155.000000 Penalty: 5879.542480
	Iteration 28Q: 3 clusters Score -1.580916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138539 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -15809172.000000 Penalty: 5879.542480
	Iteration 29Q: 3 clusters Score -1.580917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138556 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -15809185.000000 Penalty: 5879.542480
	Iteration 30Q: 3 clusters Score -1.580918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138574 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -15809181.000000 Penalty: 5879.542480
	Iteration 31Q: 3 clusters Score -1.580918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138588 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -15809194.000000 Penalty: 5879.542480
	Iteration 32Q: 3 clusters Score -1.580919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -15809193.000000 Penalty: 5879.542480
	Iteration 33Q: 3 clusters Score -1.580919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138611 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -15809187.000000 Penalty: 5879.542480
	Iteration 34Q: 3 clusters Score -1.580919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138619 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -15809197.000000 Penalty: 5879.542480
	Iteration 35Q: 3 clusters Score -1.58092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138627 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -15809208.000000 Penalty: 5879.542480
	Iteration 36Q: 3 clusters Score -1.580921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138632 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -15809202.000000 Penalty: 5879.542480
	Iteration 37Q: 3 clusters Score -1.58092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138635 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -15809195.000000 Penalty: 5879.542480
	Iteration 38Q: 3 clusters Score -1.58092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138638 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -15809194.000000 Penalty: 5879.542480
	Iteration 39Q: 3 clusters Score -1.580919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138641 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -15809198.000000 Penalty: 5879.542480
	Iteration 40F: 3 clusters Score -1.58092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138642 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -15809199.000000 Penalty: 5879.542480
	Iteration 41Q: 3 clusters Score -1.58092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138642 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -15809199.000000 Penalty: 5879.542480
	Iteration 42F: 3 clusters Score -1.58092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -292739.468750 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -292739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -289519.531250 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -289519.5 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -290299.562500 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -290299.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -290610.906250 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -290610.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -290948.375000 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -290948.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -291263.968750 Penalty: 3974.289795
	Iteration 4F: 3 clusters Score -291264 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -291487.531250 Penalty: 3974.289795
	Iteration 5F: 3 clusters Score -291487.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -291635.468750 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -291635.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -291732.468750 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -291732.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -291787.125000 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -291787.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -291813.687500 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -291813.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -291824.750000 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -291824.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -291833.437500 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -291833.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -291843.812500 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -291843.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -291849.968750 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -291850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -291857.062500 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -291857.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -291862.250000 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -291862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -291868.062500 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -291868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -291872.906250 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -291872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -291875.656250 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -291875.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -291877.187500 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -291877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -291877.812500 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -291877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Entering Unmasked Estep 
Score: -899263.000000 Penalty: 2243.217041
	Iteration 0F: 2 clusters Score -899263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -892586.125000 Penalty: 4486.434082
	Iteration 0F: 3 clusters Score -892586.1 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -894636.875000 Penalty: 4486.434082
	Iteration 1F: 3 clusters Score -894636.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -895179.312500 Penalty: 4486.434082
	Iteration 2F: 3 clusters Score -895179.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -895651.437500 Penalty: 4486.434082
	Iteration 3F: 3 clusters Score -895651.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -896055.500000 Penalty: 4486.434082
	Iteration 4F: 3 clusters Score -896055.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -896396.625000 Penalty: 4486.434082
	Iteration 5F: 3 clusters Score -896396.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -896703.875000 Penalty: 4486.434082
	Iteration 6Q: 3 clusters Score -896703.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -896984.500000 Penalty: 4486.434082
	Iteration 7Q: 3 clusters Score -896984.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -897190.812500 Penalty: 4486.434082
	Iteration 8Q: 3 clusters Score -897190.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -897338.375000 Penalty: 4486.434082
	Iteration 9Q: 3 clusters Score -897338.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -897426.187500 Penalty: 4486.434082
	Iteration 10Q: 3 clusters Score -897426.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -897488.312500 Penalty: 4486.434082
	Iteration 11Q: 3 clusters Score -897488.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -897549.625000 Penalty: 4486.434082
	Iteration 12Q: 3 clusters Score -897549.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -897593.500000 Penalty: 4486.434082
	Iteration 13Q: 3 clusters Score -897593.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -897626.000000 Penalty: 4486.434082
	Iteration 14Q: 3 clusters Score -897626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -897652.125000 Penalty: 4486.434082
	Iteration 15Q: 3 clusters Score -897652.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -897670.687500 Penalty: 4486.434082
	Iteration 16Q: 3 clusters Score -897670.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -897691.312500 Penalty: 4486.434082
	Iteration 17Q: 3 clusters Score -897691.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -897715.437500 Penalty: 4486.434082
	Iteration 18Q: 3 clusters Score -897715.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -897739.875000 Penalty: 4486.434082
	Iteration 19Q: 3 clusters Score -897739.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -897761.500000 Penalty: 4486.434082
	Iteration 20F: 3 clusters Score -897761.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -897794.875000 Penalty: 4486.434082
	Iteration 21Q: 3 clusters Score -897794.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -897821.750000 Penalty: 4486.434082
	Iteration 22Q: 3 clusters Score -897821.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -897855.750000 Penalty: 4486.434082
	Iteration 23Q: 3 clusters Score -897855.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -897887.937500 Penalty: 4486.434082
	Iteration 24Q: 3 clusters Score -897887.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -897918.687500 Penalty: 4486.434082
	Iteration 25Q: 3 clusters Score -897918.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -897948.187500 Penalty: 4486.434082
	Iteration 26Q: 3 clusters Score -897948.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -897971.187500 Penalty: 4486.434082
	Iteration 27Q: 3 clusters Score -897971.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -897996.125000 Penalty: 4486.434082
	Iteration 28Q: 3 clusters Score -897996.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -898038.562500 Penalty: 4486.434082
	Iteration 29Q: 3 clusters Score -898038.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -898104.375000 Penalty: 4486.434082
	Iteration 30Q: 3 clusters Score -898104.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -898204.812500 Penalty: 4486.434082
	Iteration 31Q: 3 clusters Score -898204.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -898372.375000 Penalty: 4486.434082
	Iteration 32Q: 3 clusters Score -898372.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -898626.312500 Penalty: 4486.434082
	Iteration 33Q: 3 clusters Score -898626.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -898950.375000 Penalty: 4486.434082
	Iteration 34Q: 3 clusters Score -898950.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -899237.187500 Penalty: 4486.434082
	Iteration 35Q: 3 clusters Score -899237.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -899448.437500 Penalty: 4486.434082
	Iteration 36Q: 3 clusters Score -899448.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -899579.187500 Penalty: 4486.434082
	Iteration 37Q: 3 clusters Score -899579.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -899651.312500 Penalty: 4486.434082
	Iteration 38Q: 3 clusters Score -899651.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -899695.437500 Penalty: 4486.434082
	Iteration 39Q: 3 clusters Score -899695.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -899735.187500 Penalty: 4486.434082
	Iteration 40F: 3 clusters Score -899735.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -899756.562500 Penalty: 4486.434082
	Iteration 41Q: 3 clusters Score -899756.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -899773.437500 Penalty: 4486.434082
	Iteration 42Q: 3 clusters Score -899773.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -899787.562500 Penalty: 4486.434082
	Iteration 43Q: 3 clusters Score -899787.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -899806.750000 Penalty: 4486.434082
	Iteration 44Q: 3 clusters Score -899806.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -899825.625000 Penalty: 4486.434082
	Iteration 45Q: 3 clusters Score -899825.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -899844.187500 Penalty: 4486.434082
	Iteration 46Q: 3 clusters Score -899844.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -899867.937500 Penalty: 4486.434082
	Iteration 47Q: 3 clusters Score -899867.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -899878.937500 Penalty: 4486.434082
	Iteration 48Q: 3 clusters Score -899878.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -899885.062500 Penalty: 4486.434082
	Iteration 49Q: 3 clusters Score -899885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -899887.312500 Penalty: 4486.434082
	Iteration 50Q: 3 clusters Score -899887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -899887.812500 Penalty: 4486.434082
	Iteration 51Q: 3 clusters Score -899887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -899894.000000 Penalty: 4486.434082
	Iteration 52Q: 3 clusters Score -899894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -899894.812500 Penalty: 4486.434082
	Iteration 53Q: 3 clusters Score -899894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -899895.125000 Penalty: 4486.434082
	Iteration 54Q: 3 clusters Score -899895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -899895.125000 Penalty: 4486.434082
	Iteration 55F: 3 clusters Score -899895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8863 members 
Mstep: Class 66 contains 2420 members 
Entering Unmasked Estep 
Score: -139291328.000000 Penalty: 230321.296875
Splitting cluster 21 changes total score from -139291792.000000 to -139291328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (19128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Entering Unmasked Estep 
Score: -2200929.750000 Penalty: 2445.009277
	Iteration 0F: 2 clusters Score -2200930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2187442.000000 Penalty: 4890.018555
	Iteration 0F: 3 clusters Score -2187442 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2191869.500000 Penalty: 4890.018555
	Iteration 1F: 3 clusters Score -2191870 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2192293.250000 Penalty: 4890.018555
	Iteration 2F: 3 clusters Score -2192293 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2192719.500000 Penalty: 4890.018555
	Iteration 3Q: 3 clusters Score -2192720 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2193139.250000 Penalty: 4890.018555
	Iteration 4Q: 3 clusters Score -2193139 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2193592.250000 Penalty: 4890.018555
	Iteration 5Q: 3 clusters Score -2193592 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2194140.500000 Penalty: 4890.018555
	Iteration 6Q: 3 clusters Score -2194140 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2194744.750000 Penalty: 4890.018555
	Iteration 7Q: 3 clusters Score -2194745 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2195381.500000 Penalty: 4890.018555
	Iteration 8Q: 3 clusters Score -2195382 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2195999.500000 Penalty: 4890.018555
	Iteration 9Q: 3 clusters Score -2196000 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2196488.500000 Penalty: 4890.018555
	Iteration 10Q: 3 clusters Score -2196488 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2196911.250000 Penalty: 4890.018555
	Iteration 11Q: 3 clusters Score -2196911 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2197255.500000 Penalty: 4890.018555
	Iteration 12Q: 3 clusters Score -2197256 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2197533.250000 Penalty: 4890.018555
	Iteration 13Q: 3 clusters Score -2197533 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2197731.000000 Penalty: 4890.018555
	Iteration 14Q: 3 clusters Score -2197731 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2197899.000000 Penalty: 4890.018555
	Iteration 15Q: 3 clusters Score -2197899 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2198052.750000 Penalty: 4890.018555
	Iteration 16Q: 3 clusters Score -2198053 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2198186.750000 Penalty: 4890.018555
	Iteration 17Q: 3 clusters Score -2198187 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2198282.250000 Penalty: 4890.018555
	Iteration 18Q: 3 clusters Score -2198282 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2198379.750000 Penalty: 4890.018555
	Iteration 19Q: 3 clusters Score -2198380 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2198462.000000 Penalty: 4890.018555
	Iteration 20F: 3 clusters Score -2198462 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2198537.250000 Penalty: 4890.018555
	Iteration 21Q: 3 clusters Score -2198537 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2198596.750000 Penalty: 4890.018555
	Iteration 22Q: 3 clusters Score -2198597 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2198644.250000 Penalty: 4890.018555
	Iteration 23Q: 3 clusters Score -2198644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2198678.000000 Penalty: 4890.018555
	Iteration 24Q: 3 clusters Score -2198678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2198714.750000 Penalty: 4890.018555
	Iteration 25Q: 3 clusters Score -2198715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2198742.500000 Penalty: 4890.018555
	Iteration 26Q: 3 clusters Score -2198742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2198764.750000 Penalty: 4890.018555
	Iteration 27Q: 3 clusters Score -2198765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2198795.000000 Penalty: 4890.018555
	Iteration 28Q: 3 clusters Score -2198795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2198816.250000 Penalty: 4890.018555
	Iteration 29Q: 3 clusters Score -2198816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2198827.750000 Penalty: 4890.018555
	Iteration 30Q: 3 clusters Score -2198828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2198838.250000 Penalty: 4890.018555
	Iteration 31Q: 3 clusters Score -2198838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2198844.750000 Penalty: 4890.018555
	Iteration 32Q: 3 clusters Score -2198845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2198850.750000 Penalty: 4890.018555
	Iteration 33Q: 3 clusters Score -2198851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2198858.250000 Penalty: 4890.018555
	Iteration 34Q: 3 clusters Score -2198858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2198859.250000 Penalty: 4890.018555
	Iteration 35Q: 3 clusters Score -2198859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2198859.750000 Penalty: 4890.018555
	Iteration 36Q: 3 clusters Score -2198860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2198867.500000 Penalty: 4890.018555
	Iteration 37Q: 3 clusters Score -2198868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2198867.250000 Penalty: 4890.018555
	Iteration 38Q: 3 clusters Score -2198867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2198873.250000 Penalty: 4890.018555
	Iteration 39Q: 3 clusters Score -2198873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2198872.250000 Penalty: 4890.018555
	Iteration 40F: 3 clusters Score -2198872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2198875.250000 Penalty: 4890.018555
	Iteration 41Q: 3 clusters Score -2198875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2198875.250000 Penalty: 4890.018555
	Iteration 42Q: 3 clusters Score -2198875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2198875.000000 Penalty: 4890.018555
	Iteration 43Q: 3 clusters Score -2198875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2198876.000000 Penalty: 4890.018555
	Iteration 44Q: 3 clusters Score -2198876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2198876.000000 Penalty: 4890.018555
	Iteration 45F: 3 clusters Score -2198876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Entering Unmasked Estep 
Score: -984539.500000 Penalty: 2292.048096
	Iteration 0F: 2 clusters Score -984539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -976651.187500 Penalty: 4584.096191
	Iteration 0F: 3 clusters Score -976651.2 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -979044.812500 Penalty: 4584.096191
	Iteration 1F: 3 clusters Score -979044.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -979453.375000 Penalty: 4584.096191
	Iteration 2F: 3 clusters Score -979453.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -979762.625000 Penalty: 4584.096191
	Iteration 3F: 3 clusters Score -979762.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -980005.812500 Penalty: 4584.096191
	Iteration 4Q: 3 clusters Score -980005.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -980206.187500 Penalty: 4584.096191
	Iteration 5Q: 3 clusters Score -980206.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -980409.312500 Penalty: 4584.096191
	Iteration 6Q: 3 clusters Score -980409.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -980603.250000 Penalty: 4584.096191
	Iteration 7Q: 3 clusters Score -980603.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -980807.125000 Penalty: 4584.096191
	Iteration 8Q: 3 clusters Score -980807.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -981009.187500 Penalty: 4584.096191
	Iteration 9Q: 3 clusters Score -981009.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -981182.687500 Penalty: 4584.096191
	Iteration 10Q: 3 clusters Score -981182.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -981337.937500 Penalty: 4584.096191
	Iteration 11Q: 3 clusters Score -981337.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -981473.000000 Penalty: 4584.096191
	Iteration 12Q: 3 clusters Score -981473 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -981609.312500 Penalty: 4584.096191
	Iteration 13Q: 3 clusters Score -981609.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -981757.125000 Penalty: 4584.096191
	Iteration 14Q: 3 clusters Score -981757.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -981903.437500 Penalty: 4584.096191
	Iteration 15Q: 3 clusters Score -981903.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -982032.062500 Penalty: 4584.096191
	Iteration 16Q: 3 clusters Score -982032.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -982164.062500 Penalty: 4584.096191
	Iteration 17Q: 3 clusters Score -982164.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -982300.000000 Penalty: 4584.096191
	Iteration 18Q: 3 clusters Score -982300 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -982421.062500 Penalty: 4584.096191
	Iteration 19Q: 3 clusters Score -982421.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -982528.000000 Penalty: 4584.096191
	Iteration 20F: 3 clusters Score -982528 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -982621.687500 Penalty: 4584.096191
	Iteration 21Q: 3 clusters Score -982621.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -982695.187500 Penalty: 4584.096191
	Iteration 22Q: 3 clusters Score -982695.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -982748.000000 Penalty: 4584.096191
	Iteration 23Q: 3 clusters Score -982748 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -982789.937500 Penalty: 4584.096191
	Iteration 24Q: 3 clusters Score -982789.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -982819.500000 Penalty: 4584.096191
	Iteration 25Q: 3 clusters Score -982819.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -982842.750000 Penalty: 4584.096191
	Iteration 26Q: 3 clusters Score -982842.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -982860.437500 Penalty: 4584.096191
	Iteration 27Q: 3 clusters Score -982860.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -982872.750000 Penalty: 4584.096191
	Iteration 28Q: 3 clusters Score -982872.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -982888.000000 Penalty: 4584.096191
	Iteration 29Q: 3 clusters Score -982888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -982909.937500 Penalty: 4584.096191
	Iteration 30Q: 3 clusters Score -982909.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -982921.500000 Penalty: 4584.096191
	Iteration 31Q: 3 clusters Score -982921.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -982946.750000 Penalty: 4584.096191
	Iteration 32Q: 3 clusters Score -982946.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -982974.750000 Penalty: 4584.096191
	Iteration 33Q: 3 clusters Score -982974.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -983009.187500 Penalty: 4584.096191
	Iteration 34Q: 3 clusters Score -983009.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -983042.937500 Penalty: 4584.096191
	Iteration 35Q: 3 clusters Score -983042.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -983082.625000 Penalty: 4584.096191
	Iteration 36Q: 3 clusters Score -983082.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -983121.437500 Penalty: 4584.096191
	Iteration 37Q: 3 clusters Score -983121.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -983144.937500 Penalty: 4584.096191
	Iteration 38Q: 3 clusters Score -983144.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -983167.812500 Penalty: 4584.096191
	Iteration 39Q: 3 clusters Score -983167.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -983186.812500 Penalty: 4584.096191
	Iteration 40F: 3 clusters Score -983186.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -983195.250000 Penalty: 4584.096191
	Iteration 41Q: 3 clusters Score -983195.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -983210.875000 Penalty: 4584.096191
	Iteration 42Q: 3 clusters Score -983210.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -983218.500000 Penalty: 4584.096191
	Iteration 43Q: 3 clusters Score -983218.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -983227.687500 Penalty: 4584.096191
	Iteration 44Q: 3 clusters Score -983227.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -983234.937500 Penalty: 4584.096191
	Iteration 45Q: 3 clusters Score -983234.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -983238.062500 Penalty: 4584.096191
	Iteration 46Q: 3 clusters Score -983238.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -983244.937500 Penalty: 4584.096191
	Iteration 47Q: 3 clusters Score -983244.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -983253.437500 Penalty: 4584.096191
	Iteration 48Q: 3 clusters Score -983253.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -983260.375000 Penalty: 4584.096191
	Iteration 49Q: 3 clusters Score -983260.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -983265.500000 Penalty: 4584.096191
	Iteration 50Q: 3 clusters Score -983265.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -983269.125000 Penalty: 4584.096191
	Iteration 51Q: 3 clusters Score -983269.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -983274.062500 Penalty: 4584.096191
	Iteration 52Q: 3 clusters Score -983274.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -983281.125000 Penalty: 4584.096191
	Iteration 53Q: 3 clusters Score -983281.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -983287.187500 Penalty: 4584.096191
	Iteration 54Q: 3 clusters Score -983287.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -983292.562500 Penalty: 4584.096191
	Iteration 55Q: 3 clusters Score -983292.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -983296.500000 Penalty: 4584.096191
	Iteration 56Q: 3 clusters Score -983296.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -983303.437500 Penalty: 4584.096191
	Iteration 57Q: 3 clusters Score -983303.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -983306.625000 Penalty: 4584.096191
	Iteration 58Q: 3 clusters Score -983306.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -983317.375000 Penalty: 4584.096191
	Iteration 59Q: 3 clusters Score -983317.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -983327.312500 Penalty: 4584.096191
	Iteration 60F: 3 clusters Score -983327.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -983342.000000 Penalty: 4584.096191
	Iteration 61Q: 3 clusters Score -983342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -983356.125000 Penalty: 4584.096191
	Iteration 62Q: 3 clusters Score -983356.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -983373.500000 Penalty: 4584.096191
	Iteration 63Q: 3 clusters Score -983373.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -983388.250000 Penalty: 4584.096191
	Iteration 64Q: 3 clusters Score -983388.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -983415.562500 Penalty: 4584.096191
	Iteration 65Q: 3 clusters Score -983415.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -983464.437500 Penalty: 4584.096191
	Iteration 66Q: 3 clusters Score -983464.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -983536.375000 Penalty: 4584.096191
	Iteration 67Q: 3 clusters Score -983536.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -983629.562500 Penalty: 4584.096191
	Iteration 68Q: 3 clusters Score -983629.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -983785.250000 Penalty: 4584.096191
	Iteration 69Q: 3 clusters Score -983785.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -983972.687500 Penalty: 4584.096191
	Iteration 70Q: 3 clusters Score -983972.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -984111.125000 Penalty: 4584.096191
	Iteration 71Q: 3 clusters Score -984111.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -984150.062500 Penalty: 4584.096191
	Iteration 72Q: 3 clusters Score -984150.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -984159.562500 Penalty: 4584.096191
	Iteration 73Q: 3 clusters Score -984159.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -984160.062500 Penalty: 4584.096191
	Iteration 74Q: 3 clusters Score -984160.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -984162.937500 Penalty: 4584.096191
	Iteration 75Q: 3 clusters Score -984162.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -984162.687500 Penalty: 4584.096191
	Iteration 76Q: 3 clusters Score -984162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -984163.312500 Penalty: 4584.096191
	Iteration 77Q: 3 clusters Score -984163.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -984163.312500 Penalty: 4584.096191
	Iteration 78F: 3 clusters Score -984163.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -1288582.625000 Penalty: 2344.083984
	Iteration 0F: 2 clusters Score -1288583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1279171.375000 Penalty: 4688.167969
	Iteration 0F: 3 clusters Score -1279171 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1282203.125000 Penalty: 4688.167969
	Iteration 1F: 3 clusters Score -1282203 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1282794.000000 Penalty: 4688.167969
	Iteration 2F: 3 clusters Score -1282794 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1283359.250000 Penalty: 4688.167969
	Iteration 3F: 3 clusters Score -1283359 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1283980.000000 Penalty: 4688.167969
	Iteration 4F: 3 clusters Score -1283980 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1284534.875000 Penalty: 4688.167969
	Iteration 5F: 3 clusters Score -1284535 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1284966.625000 Penalty: 4688.167969
	Iteration 6F: 3 clusters Score -1284967 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1285250.125000 Penalty: 4688.167969
	Iteration 7Q: 3 clusters Score -1285250 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1285448.375000 Penalty: 4688.167969
	Iteration 8Q: 3 clusters Score -1285448 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1285611.375000 Penalty: 4688.167969
	Iteration 9Q: 3 clusters Score -1285611 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1285741.000000 Penalty: 4688.167969
	Iteration 10Q: 3 clusters Score -1285741 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1285861.750000 Penalty: 4688.167969
	Iteration 11Q: 3 clusters Score -1285862 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1285988.500000 Penalty: 4688.167969
	Iteration 12Q: 3 clusters Score -1285988 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1286105.500000 Penalty: 4688.167969
	Iteration 13Q: 3 clusters Score -1286106 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1286231.750000 Penalty: 4688.167969
	Iteration 14Q: 3 clusters Score -1286232 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1286350.750000 Penalty: 4688.167969
	Iteration 15Q: 3 clusters Score -1286351 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1286445.750000 Penalty: 4688.167969
	Iteration 16Q: 3 clusters Score -1286446 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1286522.125000 Penalty: 4688.167969
	Iteration 17Q: 3 clusters Score -1286522 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1286572.750000 Penalty: 4688.167969
	Iteration 18Q: 3 clusters Score -1286573 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1286630.500000 Penalty: 4688.167969
	Iteration 19Q: 3 clusters Score -1286630 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1286696.375000 Penalty: 4688.167969
	Iteration 20F: 3 clusters Score -1286696 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1286742.375000 Penalty: 4688.167969
	Iteration 21Q: 3 clusters Score -1286742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1286781.250000 Penalty: 4688.167969
	Iteration 22Q: 3 clusters Score -1286781 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1286823.375000 Penalty: 4688.167969
	Iteration 23Q: 3 clusters Score -1286823 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1286863.875000 Penalty: 4688.167969
	Iteration 24Q: 3 clusters Score -1286864 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1286915.625000 Penalty: 4688.167969
	Iteration 25Q: 3 clusters Score -1286916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1286964.375000 Penalty: 4688.167969
	Iteration 26Q: 3 clusters Score -1286964 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1287014.250000 Penalty: 4688.167969
	Iteration 27Q: 3 clusters Score -1287014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1287051.625000 Penalty: 4688.167969
	Iteration 28Q: 3 clusters Score -1287052 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1287081.250000 Penalty: 4688.167969
	Iteration 29Q: 3 clusters Score -1287081 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1287112.625000 Penalty: 4688.167969
	Iteration 30Q: 3 clusters Score -1287113 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1287141.500000 Penalty: 4688.167969
	Iteration 31Q: 3 clusters Score -1287142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1287168.875000 Penalty: 4688.167969
	Iteration 32Q: 3 clusters Score -1287169 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1287199.875000 Penalty: 4688.167969
	Iteration 33Q: 3 clusters Score -1287200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1287225.250000 Penalty: 4688.167969
	Iteration 34Q: 3 clusters Score -1287225 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1287247.125000 Penalty: 4688.167969
	Iteration 35Q: 3 clusters Score -1287247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1287270.125000 Penalty: 4688.167969
	Iteration 36Q: 3 clusters Score -1287270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1287293.250000 Penalty: 4688.167969
	Iteration 37Q: 3 clusters Score -1287293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1287318.625000 Penalty: 4688.167969
	Iteration 38Q: 3 clusters Score -1287319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1287343.125000 Penalty: 4688.167969
	Iteration 39Q: 3 clusters Score -1287343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1287365.500000 Penalty: 4688.167969
	Iteration 40F: 3 clusters Score -1287366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1287382.625000 Penalty: 4688.167969
	Iteration 41Q: 3 clusters Score -1287383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1287403.625000 Penalty: 4688.167969
	Iteration 42Q: 3 clusters Score -1287404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1287420.500000 Penalty: 4688.167969
	Iteration 43Q: 3 clusters Score -1287420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1287434.625000 Penalty: 4688.167969
	Iteration 44Q: 3 clusters Score -1287435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1287447.875000 Penalty: 4688.167969
	Iteration 45Q: 3 clusters Score -1287448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1287463.500000 Penalty: 4688.167969
	Iteration 46Q: 3 clusters Score -1287464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1287471.000000 Penalty: 4688.167969
	Iteration 47Q: 3 clusters Score -1287471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1287479.750000 Penalty: 4688.167969
	Iteration 48Q: 3 clusters Score -1287480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1287490.875000 Penalty: 4688.167969
	Iteration 49Q: 3 clusters Score -1287491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1287495.250000 Penalty: 4688.167969
	Iteration 50Q: 3 clusters Score -1287495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1287499.875000 Penalty: 4688.167969
	Iteration 51Q: 3 clusters Score -1287500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1287505.375000 Penalty: 4688.167969
	Iteration 52Q: 3 clusters Score -1287505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1287511.875000 Penalty: 4688.167969
	Iteration 53Q: 3 clusters Score -1287512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1287519.875000 Penalty: 4688.167969
	Iteration 54Q: 3 clusters Score -1287520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1287524.500000 Penalty: 4688.167969
	Iteration 55Q: 3 clusters Score -1287524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1287527.875000 Penalty: 4688.167969
	Iteration 56Q: 3 clusters Score -1287528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1287529.625000 Penalty: 4688.167969
	Iteration 57Q: 3 clusters Score -1287530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1287532.375000 Penalty: 4688.167969
	Iteration 58Q: 3 clusters Score -1287532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1287531.375000 Penalty: 4688.167969
	Iteration 59Q: 3 clusters Score -1287531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1287538.125000 Penalty: 4688.167969
	Iteration 60F: 3 clusters Score -1287538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1287535.750000 Penalty: 4688.167969
	Iteration 61Q: 3 clusters Score -1287536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1287537.500000 Penalty: 4688.167969
	Iteration 62Q: 3 clusters Score -1287538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1287537.875000 Penalty: 4688.167969
	Iteration 63Q: 3 clusters Score -1287538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1287539.125000 Penalty: 4688.167969
	Iteration 64Q: 3 clusters Score -1287539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1287539.125000 Penalty: 4688.167969
	Iteration 65Q: 3 clusters Score -1287539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1287539.125000 Penalty: 4688.167969
	Iteration 66Q: 3 clusters Score -1287539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1287539.750000 Penalty: 4688.167969
	Iteration 67Q: 3 clusters Score -1287540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1287537.250000 Penalty: 4688.167969
	Iteration 68Q: 3 clusters Score -1287537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1287537.250000 Penalty: 4688.167969
	Iteration 69F: 3 clusters Score -1287537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -908662.500000 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -908662.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -902038.687500 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -902038.7 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -903903.750000 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -903903.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -904180.312500 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -904180.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -904386.812500 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -904386.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -904553.312500 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -904553.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -904701.500000 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -904701.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -904832.812500 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -904832.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -904956.250000 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -904956.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -905056.437500 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -905056.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -905155.562500 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -905155.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -905255.562500 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -905255.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -905348.437500 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -905348.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -905437.312500 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -905437.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -905535.250000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -905535.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -905641.750000 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -905641.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -905744.250000 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -905744.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -905847.000000 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -905847 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -905961.062500 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -905961.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -906082.500000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -906082.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -906195.687500 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -906195.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -906294.125000 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -906294.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -906379.687500 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -906379.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -906463.000000 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -906463 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -906523.500000 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -906523.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -906564.312500 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -906564.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -906598.687500 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -906598.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -906629.125000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -906629.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -906651.750000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -906651.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -906677.250000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -906677.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -906697.187500 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -906697.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -906715.937500 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -906715.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -906725.125000 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -906725.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -906737.500000 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -906737.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -906747.375000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -906747.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -906754.125000 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -906754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -906755.937500 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -906755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -906758.125000 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -906758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -906759.937500 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -906759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -906761.687500 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -906761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -906762.937500 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -906762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -906764.250000 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -906764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -906763.937500 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -906763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -906764.000000 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -906764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -906765.312500 Penalty: 4484.969238
	Iteration 43Q: 3 clusters Score -906765.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -906765.875000 Penalty: 4484.969238
	Iteration 44Q: 3 clusters Score -906765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -906765.312500 Penalty: 4484.969238
	Iteration 45Q: 3 clusters Score -906765.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -906766.437500 Penalty: 4484.969238
	Iteration 46Q: 3 clusters Score -906766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -906766.437500 Penalty: 4484.969238
	Iteration 47F: 3 clusters Score -906766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 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 451 members 
Entering Unmasked Estep 
Score: -82055.679688 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -82055.68 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82603.062500 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82603.06 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83034.960938 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -83034.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83344.304688 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -83344.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83525.210938 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -83525.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83593.179688 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -83593.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83627.593750 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -83627.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83664.132812 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -83664.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83699.695312 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83699.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83759.523438 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83759.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83860.210938 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83860.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83953.906250 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83953.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84192.390625 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -84192.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84454.406250 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -84454.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84554.218750 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -84554.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84554.218750 Penalty: 3352.590576
	Iteration 15F: 3 clusters Score -84554.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 566 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8863 members 
Mstep: Class 66 contains 296 members 
Entering Unmasked Estep 
Score: -139290480.000000 Penalty: 230321.296875
Splitting cluster 26 changes total score from -139291792.000000 to -139290480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (32851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Entering Unmasked Estep 
Score: -3714967.000000 Penalty: 2579.134766
	Iteration 0F: 2 clusters Score -3714967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3692518.750000 Penalty: 5158.269531
	Iteration 0F: 3 clusters Score -3692519 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3700636.000000 Penalty: 5158.269531
	Iteration 1F: 3 clusters Score -3700636 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3701253.500000 Penalty: 5158.269531
	Iteration 2Q: 3 clusters Score -3701254 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3701922.250000 Penalty: 5158.269531
	Iteration 3Q: 3 clusters Score -3701922 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3702775.750000 Penalty: 5158.269531
	Iteration 4Q: 3 clusters Score -3702776 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3703781.750000 Penalty: 5158.269531
	Iteration 5Q: 3 clusters Score -3703782 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3705004.500000 Penalty: 5158.269531
	Iteration 6F: 3 clusters Score -3705004 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3706341.250000 Penalty: 5158.269531
	Iteration 7F: 3 clusters Score -3706341 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3707660.250000 Penalty: 5158.269531
	Iteration 8F: 3 clusters Score -3707660 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3708822.750000 Penalty: 5158.269531
	Iteration 9F: 3 clusters Score -3708823 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3709647.000000 Penalty: 5158.269531
	Iteration 10Q: 3 clusters Score -3709647 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3710219.250000 Penalty: 5158.269531
	Iteration 11Q: 3 clusters Score -3710219 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3710658.250000 Penalty: 5158.269531
	Iteration 12Q: 3 clusters Score -3710658 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3711013.500000 Penalty: 5158.269531
	Iteration 13Q: 3 clusters Score -3711014 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3711329.250000 Penalty: 5158.269531
	Iteration 14Q: 3 clusters Score -3711329 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3711613.000000 Penalty: 5158.269531
	Iteration 15Q: 3 clusters Score -3711613 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3711869.000000 Penalty: 5158.269531
	Iteration 16Q: 3 clusters Score -3711869 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3712110.250000 Penalty: 5158.269531
	Iteration 17Q: 3 clusters Score -3712110 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3712253.250000 Penalty: 5158.269531
	Iteration 18Q: 3 clusters Score -3712253 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3712424.750000 Penalty: 5158.269531
	Iteration 19Q: 3 clusters Score -3712425 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3712538.000000 Penalty: 5158.269531
	Iteration 20F: 3 clusters Score -3712538 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3712629.000000 Penalty: 5158.269531
	Iteration 21Q: 3 clusters Score -3712629 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3712723.750000 Penalty: 5158.269531
	Iteration 22Q: 3 clusters Score -3712724 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3712814.500000 Penalty: 5158.269531
	Iteration 23Q: 3 clusters Score -3712814 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3712901.250000 Penalty: 5158.269531
	Iteration 24Q: 3 clusters Score -3712901 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -3712958.500000 Penalty: 5158.269531
	Iteration 25Q: 3 clusters Score -3712958 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3713053.500000 Penalty: 5158.269531
	Iteration 26Q: 3 clusters Score -3713054 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3713119.750000 Penalty: 5158.269531
	Iteration 27Q: 3 clusters Score -3713120 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3713204.500000 Penalty: 5158.269531
	Iteration 28Q: 3 clusters Score -3713204 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3713229.250000 Penalty: 5158.269531
	Iteration 29Q: 3 clusters Score -3713229 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3713290.250000 Penalty: 5158.269531
	Iteration 30Q: 3 clusters Score -3713290 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3713357.750000 Penalty: 5158.269531
	Iteration 31Q: 3 clusters Score -3713358 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3713440.250000 Penalty: 5158.269531
	Iteration 32Q: 3 clusters Score -3713440 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3713487.750000 Penalty: 5158.269531
	Iteration 33Q: 3 clusters Score -3713488 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3713562.250000 Penalty: 5158.269531
	Iteration 34Q: 3 clusters Score -3713562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3713630.250000 Penalty: 5158.269531
	Iteration 35Q: 3 clusters Score -3713630 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3713713.250000 Penalty: 5158.269531
	Iteration 36Q: 3 clusters Score -3713713 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3713803.750000 Penalty: 5158.269531
	Iteration 37Q: 3 clusters Score -3713804 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3713896.250000 Penalty: 5158.269531
	Iteration 38Q: 3 clusters Score -3713896 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3713984.000000 Penalty: 5158.269531
	Iteration 39Q: 3 clusters Score -3713984 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3714069.750000 Penalty: 5158.269531
	Iteration 40F: 3 clusters Score -3714070 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3714159.250000 Penalty: 5158.269531
	Iteration 41Q: 3 clusters Score -3714159 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3714216.750000 Penalty: 5158.269531
	Iteration 42Q: 3 clusters Score -3714217 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3714284.250000 Penalty: 5158.269531
	Iteration 43Q: 3 clusters Score -3714284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3714311.250000 Penalty: 5158.269531
	Iteration 44Q: 3 clusters Score -3714311 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3714343.250000 Penalty: 5158.269531
	Iteration 45Q: 3 clusters Score -3714343 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3714371.250000 Penalty: 5158.269531
	Iteration 46Q: 3 clusters Score -3714371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3714376.000000 Penalty: 5158.269531
	Iteration 47Q: 3 clusters Score -3714376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3714396.000000 Penalty: 5158.269531
	Iteration 48Q: 3 clusters Score -3714396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3714406.000000 Penalty: 5158.269531
	Iteration 49Q: 3 clusters Score -3714406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3714411.250000 Penalty: 5158.269531
	Iteration 50Q: 3 clusters Score -3714411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3714417.500000 Penalty: 5158.269531
	Iteration 51Q: 3 clusters Score -3714418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3714423.250000 Penalty: 5158.269531
	Iteration 52Q: 3 clusters Score -3714423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3714427.000000 Penalty: 5158.269531
	Iteration 53Q: 3 clusters Score -3714427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -3714420.500000 Penalty: 5158.269531
	Iteration 54Q: 3 clusters Score -3714420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3714424.000000 Penalty: 5158.269531
	Iteration 55Q: 3 clusters Score -3714424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3714420.750000 Penalty: 5158.269531
	Iteration 56Q: 3 clusters Score -3714421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3714426.000000 Penalty: 5158.269531
	Iteration 57Q: 3 clusters Score -3714426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3714423.500000 Penalty: 5158.269531
	Iteration 58Q: 3 clusters Score -3714424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3714428.750000 Penalty: 5158.269531
	Iteration 59Q: 3 clusters Score -3714429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3714427.500000 Penalty: 5158.269531
	Iteration 60F: 3 clusters Score -3714428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3714429.250000 Penalty: 5158.269531
	Iteration 61Q: 3 clusters Score -3714429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3714428.500000 Penalty: 5158.269531
	Iteration 62Q: 3 clusters Score -3714428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3714428.250000 Penalty: 5158.269531
	Iteration 63Q: 3 clusters Score -3714428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3714426.500000 Penalty: 5158.269531
	Iteration 64Q: 3 clusters Score -3714426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3714430.750000 Penalty: 5158.269531
	Iteration 65Q: 3 clusters Score -3714431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3714430.750000 Penalty: 5158.269531
	Iteration 66F: 3 clusters Score -3714431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -109001.554688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -109001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107043.937500 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -107043.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -107338.796875 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -107338.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107444.359375 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -107444.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107515.390625 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -107515.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107553.742188 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -107553.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107607.156250 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -107607.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107651.109375 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -107651.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -107674.414062 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -107674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107687.476562 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -107687.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -107694.203125 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -107694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107696.710938 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -107696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107700.960938 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -107701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -107705.945312 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -107705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107710.156250 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -107710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107717.531250 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -107717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107728.906250 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -107728.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107735.703125 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -107735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107740.429688 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -107740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107742.953125 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -107743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -107756.851562 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -107756.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -107790.250000 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -107790.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -107838.804688 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -107838.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -107895.421875 Penalty: 3453.742188
	Iteration 22Q: 3 clusters Score -107895.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -107957.343750 Penalty: 3453.742188
	Iteration 23Q: 3 clusters Score -107957.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -108029.578125 Penalty: 3453.742188
	Iteration 24Q: 3 clusters Score -108029.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -108133.890625 Penalty: 3453.742188
	Iteration 25Q: 3 clusters Score -108133.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -108254.945312 Penalty: 3453.742188
	Iteration 26Q: 3 clusters Score -108254.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -108328.164062 Penalty: 3453.742188
	Iteration 27Q: 3 clusters Score -108328.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -108417.859375 Penalty: 3453.742188
	Iteration 28Q: 3 clusters Score -108417.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -108587.843750 Penalty: 3453.742188
	Iteration 29Q: 3 clusters Score -108587.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -108961.390625 Penalty: 3453.742188
	Iteration 30Q: 3 clusters Score -108961.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109009.796875 Penalty: 3453.742188
	Iteration 31Q: 3 clusters Score -109009.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -109040.570312 Penalty: 3453.742188
	Iteration 32Q: 3 clusters Score -109040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -109061.070312 Penalty: 3453.742188
	Iteration 33Q: 3 clusters Score -109061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -109068.515625 Penalty: 3453.742188
	Iteration 34Q: 3 clusters Score -109068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109078.179688 Penalty: 3453.742188
	Iteration 35Q: 3 clusters Score -109078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -109090.234375 Penalty: 3453.742188
	Iteration 36Q: 3 clusters Score -109090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109098.179688 Penalty: 3453.742188
	Iteration 37Q: 3 clusters Score -109098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109103.335938 Penalty: 3453.742188
	Iteration 38Q: 3 clusters Score -109103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -109106.750000 Penalty: 3453.742188
	Iteration 39Q: 3 clusters Score -109106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109108.523438 Penalty: 3453.742188
	Iteration 40F: 3 clusters Score -109108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 466 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8863 members 
Mstep: Class 66 contains 591 members 
Entering Unmasked Estep 
Score: -139290128.000000 Penalty: 230321.296875
Splitting cluster 28 changes total score from -139291792.000000 to -139290128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -3031410.750000 Penalty: 2526.714844
	Iteration 0F: 2 clusters Score -3031411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3013097.250000 Penalty: 5053.429688
	Iteration 0F: 3 clusters Score -3013097 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3019683.000000 Penalty: 5053.429688
	Iteration 1F: 3 clusters Score -3019683 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3020232.000000 Penalty: 5053.429688
	Iteration 2F: 3 clusters Score -3020232 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3020769.000000 Penalty: 5053.429688
	Iteration 3Q: 3 clusters Score -3020769 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3021359.000000 Penalty: 5053.429688
	Iteration 4Q: 3 clusters Score -3021359 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3022065.500000 Penalty: 5053.429688
	Iteration 5Q: 3 clusters Score -3022066 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3022764.000000 Penalty: 5053.429688
	Iteration 6F: 3 clusters Score -3022764 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3023482.000000 Penalty: 5053.429688
	Iteration 7Q: 3 clusters Score -3023482 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3024164.250000 Penalty: 5053.429688
	Iteration 8Q: 3 clusters Score -3024164 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3024813.250000 Penalty: 5053.429688
	Iteration 9Q: 3 clusters Score -3024813 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3025436.250000 Penalty: 5053.429688
	Iteration 10Q: 3 clusters Score -3025436 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3026039.750000 Penalty: 5053.429688
	Iteration 11Q: 3 clusters Score -3026040 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3026609.250000 Penalty: 5053.429688
	Iteration 12Q: 3 clusters Score -3026609 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3027085.250000 Penalty: 5053.429688
	Iteration 13Q: 3 clusters Score -3027085 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3027447.500000 Penalty: 5053.429688
	Iteration 14Q: 3 clusters Score -3027448 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3027752.500000 Penalty: 5053.429688
	Iteration 15Q: 3 clusters Score -3027752 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3027981.250000 Penalty: 5053.429688
	Iteration 16Q: 3 clusters Score -3027981 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3028140.500000 Penalty: 5053.429688
	Iteration 17Q: 3 clusters Score -3028140 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3028264.500000 Penalty: 5053.429688
	Iteration 18Q: 3 clusters Score -3028264 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3028339.750000 Penalty: 5053.429688
	Iteration 19Q: 3 clusters Score -3028340 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3028411.750000 Penalty: 5053.429688
	Iteration 20F: 3 clusters Score -3028412 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3028459.000000 Penalty: 5053.429688
	Iteration 21Q: 3 clusters Score -3028459 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3028508.750000 Penalty: 5053.429688
	Iteration 22Q: 3 clusters Score -3028509 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3028551.750000 Penalty: 5053.429688
	Iteration 23Q: 3 clusters Score -3028552 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3028606.500000 Penalty: 5053.429688
	Iteration 24Q: 3 clusters Score -3028606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3028650.750000 Penalty: 5053.429688
	Iteration 25Q: 3 clusters Score -3028651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3028690.250000 Penalty: 5053.429688
	Iteration 26Q: 3 clusters Score -3028690 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3028708.750000 Penalty: 5053.429688
	Iteration 27Q: 3 clusters Score -3028709 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3028745.500000 Penalty: 5053.429688
	Iteration 28Q: 3 clusters Score -3028746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3028767.750000 Penalty: 5053.429688
	Iteration 29Q: 3 clusters Score -3028768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3028792.250000 Penalty: 5053.429688
	Iteration 30Q: 3 clusters Score -3028792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3028811.000000 Penalty: 5053.429688
	Iteration 31Q: 3 clusters Score -3028811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3028821.500000 Penalty: 5053.429688
	Iteration 32Q: 3 clusters Score -3028822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3028829.250000 Penalty: 5053.429688
	Iteration 33Q: 3 clusters Score -3028829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3028842.000000 Penalty: 5053.429688
	Iteration 34Q: 3 clusters Score -3028842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3028845.250000 Penalty: 5053.429688
	Iteration 35Q: 3 clusters Score -3028845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3028848.250000 Penalty: 5053.429688
	Iteration 36Q: 3 clusters Score -3028848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3028857.750000 Penalty: 5053.429688
	Iteration 37Q: 3 clusters Score -3028858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3028866.250000 Penalty: 5053.429688
	Iteration 38Q: 3 clusters Score -3028866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3028881.250000 Penalty: 5053.429688
	Iteration 39Q: 3 clusters Score -3028881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3028888.000000 Penalty: 5053.429688
	Iteration 40F: 3 clusters Score -3028888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3028892.000000 Penalty: 5053.429688
	Iteration 41Q: 3 clusters Score -3028892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3028894.750000 Penalty: 5053.429688
	Iteration 42Q: 3 clusters Score -3028895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3028903.000000 Penalty: 5053.429688
	Iteration 43Q: 3 clusters Score -3028903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3028903.000000 Penalty: 5053.429688
	Iteration 44Q: 3 clusters Score -3028903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3028912.000000 Penalty: 5053.429688
	Iteration 45Q: 3 clusters Score -3028912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3028914.750000 Penalty: 5053.429688
	Iteration 46Q: 3 clusters Score -3028915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3028916.250000 Penalty: 5053.429688
	Iteration 47Q: 3 clusters Score -3028916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3028926.000000 Penalty: 5053.429688
	Iteration 48Q: 3 clusters Score -3028926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3028928.000000 Penalty: 5053.429688
	Iteration 49Q: 3 clusters Score -3028928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3028933.000000 Penalty: 5053.429688
	Iteration 50Q: 3 clusters Score -3028933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3028946.250000 Penalty: 5053.429688
	Iteration 51Q: 3 clusters Score -3028946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3028948.750000 Penalty: 5053.429688
	Iteration 52Q: 3 clusters Score -3028949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3028951.750000 Penalty: 5053.429688
	Iteration 53Q: 3 clusters Score -3028952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3028959.250000 Penalty: 5053.429688
	Iteration 54Q: 3 clusters Score -3028959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3028954.750000 Penalty: 5053.429688
	Iteration 55Q: 3 clusters Score -3028955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3028962.750000 Penalty: 5053.429688
	Iteration 56Q: 3 clusters Score -3028963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3028968.500000 Penalty: 5053.429688
	Iteration 57Q: 3 clusters Score -3028968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3028971.250000 Penalty: 5053.429688
	Iteration 58Q: 3 clusters Score -3028971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3028967.250000 Penalty: 5053.429688
	Iteration 59Q: 3 clusters Score -3028967 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3028984.000000 Penalty: 5053.429688
	Iteration 60F: 3 clusters Score -3028984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3029001.250000 Penalty: 5053.429688
	Iteration 61Q: 3 clusters Score -3029001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3029008.750000 Penalty: 5053.429688
	Iteration 62Q: 3 clusters Score -3029009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3029026.000000 Penalty: 5053.429688
	Iteration 63Q: 3 clusters Score -3029026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3029028.500000 Penalty: 5053.429688
	Iteration 64Q: 3 clusters Score -3029028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3029045.250000 Penalty: 5053.429688
	Iteration 65Q: 3 clusters Score -3029045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3029057.750000 Penalty: 5053.429688
	Iteration 66Q: 3 clusters Score -3029058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3029069.500000 Penalty: 5053.429688
	Iteration 67Q: 3 clusters Score -3029070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3029086.250000 Penalty: 5053.429688
	Iteration 68Q: 3 clusters Score -3029086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3029097.750000 Penalty: 5053.429688
	Iteration 69Q: 3 clusters Score -3029098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3029119.750000 Penalty: 5053.429688
	Iteration 70Q: 3 clusters Score -3029120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3029127.500000 Penalty: 5053.429688
	Iteration 71Q: 3 clusters Score -3029128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3029140.250000 Penalty: 5053.429688
	Iteration 72Q: 3 clusters Score -3029140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3029155.750000 Penalty: 5053.429688
	Iteration 73Q: 3 clusters Score -3029156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3029173.000000 Penalty: 5053.429688
	Iteration 74Q: 3 clusters Score -3029173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3029190.500000 Penalty: 5053.429688
	Iteration 75Q: 3 clusters Score -3029190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3029200.500000 Penalty: 5053.429688
	Iteration 76Q: 3 clusters Score -3029200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3029211.250000 Penalty: 5053.429688
	Iteration 77Q: 3 clusters Score -3029211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3029222.250000 Penalty: 5053.429688
	Iteration 78Q: 3 clusters Score -3029222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3029225.250000 Penalty: 5053.429688
	Iteration 79Q: 3 clusters Score -3029225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3029228.000000 Penalty: 5053.429688
	Iteration 80F: 3 clusters Score -3029228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3029230.000000 Penalty: 5053.429688
	Iteration 81Q: 3 clusters Score -3029230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3029246.250000 Penalty: 5053.429688
	Iteration 82Q: 3 clusters Score -3029246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3029245.750000 Penalty: 5053.429688
	Iteration 83Q: 3 clusters Score -3029246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3029248.750000 Penalty: 5053.429688
	Iteration 84Q: 3 clusters Score -3029249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3029263.250000 Penalty: 5053.429688
	Iteration 85Q: 3 clusters Score -3029263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3029267.250000 Penalty: 5053.429688
	Iteration 86Q: 3 clusters Score -3029267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3029268.750000 Penalty: 5053.429688
	Iteration 87Q: 3 clusters Score -3029269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3029274.000000 Penalty: 5053.429688
	Iteration 88Q: 3 clusters Score -3029274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3029275.750000 Penalty: 5053.429688
	Iteration 89Q: 3 clusters Score -3029276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3029288.000000 Penalty: 5053.429688
	Iteration 90Q: 3 clusters Score -3029288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3029293.500000 Penalty: 5053.429688
	Iteration 91Q: 3 clusters Score -3029294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3029300.750000 Penalty: 5053.429688
	Iteration 92Q: 3 clusters Score -3029301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3029302.250000 Penalty: 5053.429688
	Iteration 93Q: 3 clusters Score -3029302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3029311.250000 Penalty: 5053.429688
	Iteration 94Q: 3 clusters Score -3029311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3029317.500000 Penalty: 5053.429688
	Iteration 95Q: 3 clusters Score -3029318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3029322.250000 Penalty: 5053.429688
	Iteration 96Q: 3 clusters Score -3029322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3029342.750000 Penalty: 5053.429688
	Iteration 97Q: 3 clusters Score -3029343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3029347.750000 Penalty: 5053.429688
	Iteration 98Q: 3 clusters Score -3029348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3029362.750000 Penalty: 5053.429688
	Iteration 99Q: 3 clusters Score -3029363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3029372.500000 Penalty: 5053.429688
	Iteration 100F: 3 clusters Score -3029372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3029376.500000 Penalty: 5053.429688
	Iteration 101Q: 3 clusters Score -3029376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3029387.500000 Penalty: 5053.429688
	Iteration 102Q: 3 clusters Score -3029388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3029392.000000 Penalty: 5053.429688
	Iteration 103Q: 3 clusters Score -3029392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3029395.250000 Penalty: 5053.429688
	Iteration 104Q: 3 clusters Score -3029395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3029403.750000 Penalty: 5053.429688
	Iteration 105Q: 3 clusters Score -3029404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3029408.750000 Penalty: 5053.429688
	Iteration 106Q: 3 clusters Score -3029409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3029413.500000 Penalty: 5053.429688
	Iteration 107Q: 3 clusters Score -3029414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3029412.750000 Penalty: 5053.429688
	Iteration 108Q: 3 clusters Score -3029413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3029414.500000 Penalty: 5053.429688
	Iteration 109Q: 3 clusters Score -3029414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3029422.000000 Penalty: 5053.429688
	Iteration 110Q: 3 clusters Score -3029422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3029417.750000 Penalty: 5053.429688
	Iteration 111Q: 3 clusters Score -3029418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3029417.250000 Penalty: 5053.429688
	Iteration 112Q: 3 clusters Score -3029417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3029422.750000 Penalty: 5053.429688
	Iteration 113Q: 3 clusters Score -3029423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3029430.250000 Penalty: 5053.429688
	Iteration 114Q: 3 clusters Score -3029430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3029433.250000 Penalty: 5053.429688
	Iteration 115Q: 3 clusters Score -3029433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3029436.750000 Penalty: 5053.429688
	Iteration 116Q: 3 clusters Score -3029437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3029434.000000 Penalty: 5053.429688
	Iteration 117Q: 3 clusters Score -3029434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3029439.000000 Penalty: 5053.429688
	Iteration 118Q: 3 clusters Score -3029439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3029439.750000 Penalty: 5053.429688
	Iteration 119Q: 3 clusters Score -3029440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3029439.750000 Penalty: 5053.429688
	Iteration 120F: 3 clusters Score -3029440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3029439.250000 Penalty: 5053.429688
	Iteration 121Q: 3 clusters Score -3029439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3029442.250000 Penalty: 5053.429688
	Iteration 122Q: 3 clusters Score -3029442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3029445.750000 Penalty: 5053.429688
	Iteration 123Q: 3 clusters Score -3029446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3029439.750000 Penalty: 5053.429688
	Iteration 124Q: 3 clusters Score -3029440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3029442.750000 Penalty: 5053.429688
	Iteration 125Q: 3 clusters Score -3029443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3029442.750000 Penalty: 5053.429688
	Iteration 126F: 3 clusters Score -3029443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -1196888.500000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1196888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1188656.250000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1188656 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1191065.250000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1191065 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1191350.125000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1191350 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1191561.250000 Penalty: 4608.929688
	Iteration 3Q: 3 clusters Score -1191561 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1191767.000000 Penalty: 4608.929688
	Iteration 4Q: 3 clusters Score -1191767 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1191978.250000 Penalty: 4608.929688
	Iteration 5Q: 3 clusters Score -1191978 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1192194.500000 Penalty: 4608.929688
	Iteration 6Q: 3 clusters Score -1192194 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1192407.375000 Penalty: 4608.929688
	Iteration 7Q: 3 clusters Score -1192407 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1192617.375000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1192617 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1192785.500000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1192786 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1192939.000000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1192939 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1193079.500000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1193080 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1193226.750000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1193227 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1193361.750000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1193362 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1193479.000000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1193479 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1193580.625000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1193581 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1193677.375000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1193677 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1193756.500000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1193756 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1193840.875000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1193841 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1193904.000000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1193904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1193966.000000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1193966 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1194015.750000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1194016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1194057.375000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1194057 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1194093.125000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1194093 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1194124.250000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1194124 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1194151.500000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1194152 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1194161.375000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1194161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1194180.125000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1194180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1194192.875000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1194193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1194209.125000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1194209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1194220.500000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1194220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1194226.375000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1194226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1194233.625000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1194234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1194245.500000 Penalty: 4608.929688
	Iteration 33Q: 3 clusters Score -1194246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1194254.125000 Penalty: 4608.929688
	Iteration 34Q: 3 clusters Score -1194254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1194259.875000 Penalty: 4608.929688
	Iteration 35Q: 3 clusters Score -1194260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1194267.500000 Penalty: 4608.929688
	Iteration 36Q: 3 clusters Score -1194268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1194279.000000 Penalty: 4608.929688
	Iteration 37Q: 3 clusters Score -1194279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1194287.750000 Penalty: 4608.929688
	Iteration 38Q: 3 clusters Score -1194288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1194298.125000 Penalty: 4608.929688
	Iteration 39Q: 3 clusters Score -1194298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1194307.250000 Penalty: 4608.929688
	Iteration 40F: 3 clusters Score -1194307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1194315.500000 Penalty: 4608.929688
	Iteration 41Q: 3 clusters Score -1194316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1194322.750000 Penalty: 4608.929688
	Iteration 42Q: 3 clusters Score -1194323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1194334.500000 Penalty: 4608.929688
	Iteration 43Q: 3 clusters Score -1194334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1194337.875000 Penalty: 4608.929688
	Iteration 44Q: 3 clusters Score -1194338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1194353.625000 Penalty: 4608.929688
	Iteration 45Q: 3 clusters Score -1194354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1194366.375000 Penalty: 4608.929688
	Iteration 46Q: 3 clusters Score -1194366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1194389.625000 Penalty: 4608.929688
	Iteration 47Q: 3 clusters Score -1194390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1194409.125000 Penalty: 4608.929688
	Iteration 48Q: 3 clusters Score -1194409 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1194428.000000 Penalty: 4608.929688
	Iteration 49Q: 3 clusters Score -1194428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1194449.250000 Penalty: 4608.929688
	Iteration 50Q: 3 clusters Score -1194449 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1194480.750000 Penalty: 4608.929688
	Iteration 51Q: 3 clusters Score -1194481 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1194517.875000 Penalty: 4608.929688
	Iteration 52Q: 3 clusters Score -1194518 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1194567.500000 Penalty: 4608.929688
	Iteration 53Q: 3 clusters Score -1194568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1194632.250000 Penalty: 4608.929688
	Iteration 54Q: 3 clusters Score -1194632 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1194710.375000 Penalty: 4608.929688
	Iteration 55Q: 3 clusters Score -1194710 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1194809.000000 Penalty: 4608.929688
	Iteration 56Q: 3 clusters Score -1194809 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1194920.500000 Penalty: 4608.929688
	Iteration 57Q: 3 clusters Score -1194920 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1195028.250000 Penalty: 4608.929688
	Iteration 58Q: 3 clusters Score -1195028 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1195139.250000 Penalty: 4608.929688
	Iteration 59Q: 3 clusters Score -1195139 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1195212.875000 Penalty: 4608.929688
	Iteration 60F: 3 clusters Score -1195213 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1195274.375000 Penalty: 4608.929688
	Iteration 61Q: 3 clusters Score -1195274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1195318.375000 Penalty: 4608.929688
	Iteration 62Q: 3 clusters Score -1195318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1195352.750000 Penalty: 4608.929688
	Iteration 63Q: 3 clusters Score -1195353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1195385.125000 Penalty: 4608.929688
	Iteration 64Q: 3 clusters Score -1195385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1195404.125000 Penalty: 4608.929688
	Iteration 65Q: 3 clusters Score -1195404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1195416.500000 Penalty: 4608.929688
	Iteration 66Q: 3 clusters Score -1195416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1195423.625000 Penalty: 4608.929688
	Iteration 67Q: 3 clusters Score -1195424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1195427.000000 Penalty: 4608.929688
	Iteration 68Q: 3 clusters Score -1195427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1195434.625000 Penalty: 4608.929688
	Iteration 69Q: 3 clusters Score -1195435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1195434.125000 Penalty: 4608.929688
	Iteration 70Q: 3 clusters Score -1195434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1195436.250000 Penalty: 4608.929688
	Iteration 71Q: 3 clusters Score -1195436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1195436.250000 Penalty: 4608.929688
	Iteration 72F: 3 clusters Score -1195436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Entering Unmasked Estep 
Score: -3092064.250000 Penalty: 2553.877197
	Iteration 0F: 2 clusters Score -3092064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3071711.250000 Penalty: 5107.754395
	Iteration 0F: 3 clusters Score -3071711 nChanged 13437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3079663.750000 Penalty: 5107.754395
	Iteration 1F: 3 clusters Score -3079664 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3080819.250000 Penalty: 5107.754395
	Iteration 2F: 3 clusters Score -3080819 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3082016.250000 Penalty: 5107.754395
	Iteration 3F: 3 clusters Score -3082016 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3083049.750000 Penalty: 5107.754395
	Iteration 4F: 3 clusters Score -3083050 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3083922.500000 Penalty: 5107.754395
	Iteration 5F: 3 clusters Score -3083922 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3084682.500000 Penalty: 5107.754395
	Iteration 6F: 3 clusters Score -3084682 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3085328.500000 Penalty: 5107.754395
	Iteration 7Q: 3 clusters Score -3085328 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3085855.250000 Penalty: 5107.754395
	Iteration 8Q: 3 clusters Score -3085855 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3086316.250000 Penalty: 5107.754395
	Iteration 9Q: 3 clusters Score -3086316 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3086749.750000 Penalty: 5107.754395
	Iteration 10Q: 3 clusters Score -3086750 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3087182.250000 Penalty: 5107.754395
	Iteration 11Q: 3 clusters Score -3087182 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3087582.500000 Penalty: 5107.754395
	Iteration 12Q: 3 clusters Score -3087582 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3087929.750000 Penalty: 5107.754395
	Iteration 13Q: 3 clusters Score -3087930 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3088181.250000 Penalty: 5107.754395
	Iteration 14Q: 3 clusters Score -3088181 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3088362.250000 Penalty: 5107.754395
	Iteration 15Q: 3 clusters Score -3088362 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3088516.750000 Penalty: 5107.754395
	Iteration 16Q: 3 clusters Score -3088517 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3088608.750000 Penalty: 5107.754395
	Iteration 17Q: 3 clusters Score -3088609 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3088679.000000 Penalty: 5107.754395
	Iteration 18Q: 3 clusters Score -3088679 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3088738.750000 Penalty: 5107.754395
	Iteration 19Q: 3 clusters Score -3088739 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3088811.750000 Penalty: 5107.754395
	Iteration 20F: 3 clusters Score -3088812 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3088861.750000 Penalty: 5107.754395
	Iteration 21Q: 3 clusters Score -3088862 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3088897.000000 Penalty: 5107.754395
	Iteration 22Q: 3 clusters Score -3088897 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3088930.750000 Penalty: 5107.754395
	Iteration 23Q: 3 clusters Score -3088931 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3088972.500000 Penalty: 5107.754395
	Iteration 24Q: 3 clusters Score -3088972 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3088997.750000 Penalty: 5107.754395
	Iteration 25Q: 3 clusters Score -3088998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3089030.250000 Penalty: 5107.754395
	Iteration 26Q: 3 clusters Score -3089030 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3089074.500000 Penalty: 5107.754395
	Iteration 27Q: 3 clusters Score -3089074 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3089112.250000 Penalty: 5107.754395
	Iteration 28Q: 3 clusters Score -3089112 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3089145.500000 Penalty: 5107.754395
	Iteration 29Q: 3 clusters Score -3089146 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -3089196.750000 Penalty: 5107.754395
	Iteration 30Q: 3 clusters Score -3089197 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3089244.000000 Penalty: 5107.754395
	Iteration 31Q: 3 clusters Score -3089244 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3089296.250000 Penalty: 5107.754395
	Iteration 32Q: 3 clusters Score -3089296 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3089331.000000 Penalty: 5107.754395
	Iteration 33Q: 3 clusters Score -3089331 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3089403.500000 Penalty: 5107.754395
	Iteration 34Q: 3 clusters Score -3089404 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3089467.250000 Penalty: 5107.754395
	Iteration 35Q: 3 clusters Score -3089467 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3089532.750000 Penalty: 5107.754395
	Iteration 36Q: 3 clusters Score -3089533 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3089593.000000 Penalty: 5107.754395
	Iteration 37Q: 3 clusters Score -3089593 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3089656.500000 Penalty: 5107.754395
	Iteration 38Q: 3 clusters Score -3089656 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3089746.250000 Penalty: 5107.754395
	Iteration 39Q: 3 clusters Score -3089746 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3089830.750000 Penalty: 5107.754395
	Iteration 40F: 3 clusters Score -3089831 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3089950.000000 Penalty: 5107.754395
	Iteration 41Q: 3 clusters Score -3089950 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3090062.750000 Penalty: 5107.754395
	Iteration 42Q: 3 clusters Score -3090063 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3090218.250000 Penalty: 5107.754395
	Iteration 43Q: 3 clusters Score -3090218 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3090358.500000 Penalty: 5107.754395
	Iteration 44Q: 3 clusters Score -3090358 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3090498.500000 Penalty: 5107.754395
	Iteration 45Q: 3 clusters Score -3090498 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3090623.000000 Penalty: 5107.754395
	Iteration 46Q: 3 clusters Score -3090623 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3090751.500000 Penalty: 5107.754395
	Iteration 47Q: 3 clusters Score -3090752 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3090859.750000 Penalty: 5107.754395
	Iteration 48Q: 3 clusters Score -3090860 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3090991.500000 Penalty: 5107.754395
	Iteration 49Q: 3 clusters Score -3090992 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3091090.500000 Penalty: 5107.754395
	Iteration 50Q: 3 clusters Score -3091090 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3091137.250000 Penalty: 5107.754395
	Iteration 51Q: 3 clusters Score -3091137 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3091197.250000 Penalty: 5107.754395
	Iteration 52Q: 3 clusters Score -3091197 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3091231.250000 Penalty: 5107.754395
	Iteration 53Q: 3 clusters Score -3091231 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3091257.750000 Penalty: 5107.754395
	Iteration 54Q: 3 clusters Score -3091258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3091283.250000 Penalty: 5107.754395
	Iteration 55Q: 3 clusters Score -3091283 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3091309.250000 Penalty: 5107.754395
	Iteration 56Q: 3 clusters Score -3091309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3091324.750000 Penalty: 5107.754395
	Iteration 57Q: 3 clusters Score -3091325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3091343.500000 Penalty: 5107.754395
	Iteration 58Q: 3 clusters Score -3091344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3091352.750000 Penalty: 5107.754395
	Iteration 59Q: 3 clusters Score -3091353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3091354.000000 Penalty: 5107.754395
	Iteration 60F: 3 clusters Score -3091354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3091360.000000 Penalty: 5107.754395
	Iteration 61Q: 3 clusters Score -3091360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3091368.500000 Penalty: 5107.754395
	Iteration 62Q: 3 clusters Score -3091368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3091368.250000 Penalty: 5107.754395
	Iteration 63Q: 3 clusters Score -3091368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3091372.250000 Penalty: 5107.754395
	Iteration 64Q: 3 clusters Score -3091372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3091381.250000 Penalty: 5107.754395
	Iteration 65Q: 3 clusters Score -3091381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3091378.000000 Penalty: 5107.754395
	Iteration 66Q: 3 clusters Score -3091378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3091384.250000 Penalty: 5107.754395
	Iteration 67Q: 3 clusters Score -3091384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3091388.500000 Penalty: 5107.754395
	Iteration 68Q: 3 clusters Score -3091388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3091384.750000 Penalty: 5107.754395
	Iteration 69Q: 3 clusters Score -3091385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3091388.750000 Penalty: 5107.754395
	Iteration 70Q: 3 clusters Score -3091389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3091392.750000 Penalty: 5107.754395
	Iteration 71Q: 3 clusters Score -3091393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3091391.000000 Penalty: 5107.754395
	Iteration 72Q: 3 clusters Score -3091391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3091393.250000 Penalty: 5107.754395
	Iteration 73Q: 3 clusters Score -3091393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3091390.750000 Penalty: 5107.754395
	Iteration 74Q: 3 clusters Score -3091391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3091391.500000 Penalty: 5107.754395
	Iteration 75Q: 3 clusters Score -3091392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3091395.250000 Penalty: 5107.754395
	Iteration 76Q: 3 clusters Score -3091395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3091395.250000 Penalty: 5107.754395
	Iteration 77Q: 3 clusters Score -3091395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3091395.000000 Penalty: 5107.754395
	Iteration 78Q: 3 clusters Score -3091395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3091393.250000 Penalty: 5107.754395
	Iteration 79Q: 3 clusters Score -3091393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3091386.750000 Penalty: 5107.754395
	Iteration 80F: 3 clusters Score -3091387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3091385.500000 Penalty: 5107.754395
	Iteration 81Q: 3 clusters Score -3091386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3091384.500000 Penalty: 5107.754395
	Iteration 82Q: 3 clusters Score -3091384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3091385.750000 Penalty: 5107.754395
	Iteration 83Q: 3 clusters Score -3091386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3091385.750000 Penalty: 5107.754395
	Iteration 84F: 3 clusters Score -3091386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Entering Unmasked Estep 
Score: -806883.000000 Penalty: 2212.687012
	Iteration 0F: 2 clusters Score -806883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -800759.187500 Penalty: 4425.374023
	Iteration 0F: 3 clusters Score -800759.2 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -802483.562500 Penalty: 4425.374023
	Iteration 1F: 3 clusters Score -802483.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -802824.812500 Penalty: 4425.374023
	Iteration 2F: 3 clusters Score -802824.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -803075.500000 Penalty: 4425.374023
	Iteration 3F: 3 clusters Score -803075.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -803284.625000 Penalty: 4425.374023
	Iteration 4Q: 3 clusters Score -803284.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -803441.437500 Penalty: 4425.374023
	Iteration 5Q: 3 clusters Score -803441.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -803583.437500 Penalty: 4425.374023
	Iteration 6Q: 3 clusters Score -803583.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -803717.250000 Penalty: 4425.374023
	Iteration 7Q: 3 clusters Score -803717.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -803824.062500 Penalty: 4425.374023
	Iteration 8Q: 3 clusters Score -803824.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -803933.250000 Penalty: 4425.374023
	Iteration 9Q: 3 clusters Score -803933.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -804047.250000 Penalty: 4425.374023
	Iteration 10Q: 3 clusters Score -804047.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -804143.812500 Penalty: 4425.374023
	Iteration 11Q: 3 clusters Score -804143.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -804241.562500 Penalty: 4425.374023
	Iteration 12Q: 3 clusters Score -804241.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -804329.937500 Penalty: 4425.374023
	Iteration 13Q: 3 clusters Score -804329.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -804420.187500 Penalty: 4425.374023
	Iteration 14Q: 3 clusters Score -804420.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -804497.937500 Penalty: 4425.374023
	Iteration 15Q: 3 clusters Score -804497.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -804568.000000 Penalty: 4425.374023
	Iteration 16Q: 3 clusters Score -804568 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -804623.562500 Penalty: 4425.374023
	Iteration 17Q: 3 clusters Score -804623.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -804672.937500 Penalty: 4425.374023
	Iteration 18Q: 3 clusters Score -804672.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -804703.437500 Penalty: 4425.374023
	Iteration 19Q: 3 clusters Score -804703.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -804737.375000 Penalty: 4425.374023
	Iteration 20F: 3 clusters Score -804737.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -804768.187500 Penalty: 4425.374023
	Iteration 21Q: 3 clusters Score -804768.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -804798.937500 Penalty: 4425.374023
	Iteration 22Q: 3 clusters Score -804798.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -804827.062500 Penalty: 4425.374023
	Iteration 23Q: 3 clusters Score -804827.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -804861.375000 Penalty: 4425.374023
	Iteration 24Q: 3 clusters Score -804861.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -804880.687500 Penalty: 4425.374023
	Iteration 25Q: 3 clusters Score -804880.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -804896.437500 Penalty: 4425.374023
	Iteration 26Q: 3 clusters Score -804896.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -804913.000000 Penalty: 4425.374023
	Iteration 27Q: 3 clusters Score -804913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -804926.125000 Penalty: 4425.374023
	Iteration 28Q: 3 clusters Score -804926.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -804933.000000 Penalty: 4425.374023
	Iteration 29Q: 3 clusters Score -804933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -804945.500000 Penalty: 4425.374023
	Iteration 30Q: 3 clusters Score -804945.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -804955.062500 Penalty: 4425.374023
	Iteration 31Q: 3 clusters Score -804955.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -804960.437500 Penalty: 4425.374023
	Iteration 32Q: 3 clusters Score -804960.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -804971.562500 Penalty: 4425.374023
	Iteration 33Q: 3 clusters Score -804971.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -804980.125000 Penalty: 4425.374023
	Iteration 34Q: 3 clusters Score -804980.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -804994.250000 Penalty: 4425.374023
	Iteration 35Q: 3 clusters Score -804994.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -805005.187500 Penalty: 4425.374023
	Iteration 36Q: 3 clusters Score -805005.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -805012.250000 Penalty: 4425.374023
	Iteration 37Q: 3 clusters Score -805012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -805017.687500 Penalty: 4425.374023
	Iteration 38Q: 3 clusters Score -805017.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -805020.812500 Penalty: 4425.374023
	Iteration 39Q: 3 clusters Score -805020.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -805028.937500 Penalty: 4425.374023
	Iteration 40F: 3 clusters Score -805028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -805032.500000 Penalty: 4425.374023
	Iteration 41Q: 3 clusters Score -805032.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -805041.875000 Penalty: 4425.374023
	Iteration 42Q: 3 clusters Score -805041.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -805047.187500 Penalty: 4425.374023
	Iteration 43Q: 3 clusters Score -805047.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -805051.875000 Penalty: 4425.374023
	Iteration 44Q: 3 clusters Score -805051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -805056.000000 Penalty: 4425.374023
	Iteration 45Q: 3 clusters Score -805056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -805060.500000 Penalty: 4425.374023
	Iteration 46Q: 3 clusters Score -805060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -805059.562500 Penalty: 4425.374023
	Iteration 47Q: 3 clusters Score -805059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -805060.687500 Penalty: 4425.374023
	Iteration 48Q: 3 clusters Score -805060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -805060.687500 Penalty: 4425.374023
	Iteration 49Q: 3 clusters Score -805060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -805062.687500 Penalty: 4425.374023
	Iteration 50Q: 3 clusters Score -805062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -805063.750000 Penalty: 4425.374023
	Iteration 51Q: 3 clusters Score -805063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -805066.687500 Penalty: 4425.374023
	Iteration 52Q: 3 clusters Score -805066.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -805068.312500 Penalty: 4425.374023
	Iteration 53Q: 3 clusters Score -805068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -805069.562500 Penalty: 4425.374023
	Iteration 54Q: 3 clusters Score -805069.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -805070.937500 Penalty: 4425.374023
	Iteration 55Q: 3 clusters Score -805070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -805074.812500 Penalty: 4425.374023
	Iteration 56Q: 3 clusters Score -805074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -805074.062500 Penalty: 4425.374023
	Iteration 57Q: 3 clusters Score -805074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -805075.312500 Penalty: 4425.374023
	Iteration 58Q: 3 clusters Score -805075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -805075.812500 Penalty: 4425.374023
	Iteration 59Q: 3 clusters Score -805075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -805075.812500 Penalty: 4425.374023
	Iteration 60F: 3 clusters Score -805075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -523125.156250 Penalty: 2095.596191
	Iteration 0F: 2 clusters Score -523125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -518764.718750 Penalty: 4191.192383
	Iteration 0F: 3 clusters Score -518764.7 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -519753.375000 Penalty: 4191.192383
	Iteration 1F: 3 clusters Score -519753.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -519958.562500 Penalty: 4191.192383
	Iteration 2F: 3 clusters Score -519958.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -520117.687500 Penalty: 4191.192383
	Iteration 3Q: 3 clusters Score -520117.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -520264.906250 Penalty: 4191.192383
	Iteration 4Q: 3 clusters Score -520264.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -520388.843750 Penalty: 4191.192383
	Iteration 5Q: 3 clusters Score -520388.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -520528.281250 Penalty: 4191.192383
	Iteration 6Q: 3 clusters Score -520528.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -520663.500000 Penalty: 4191.192383
	Iteration 7Q: 3 clusters Score -520663.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -520778.718750 Penalty: 4191.192383
	Iteration 8Q: 3 clusters Score -520778.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -520861.218750 Penalty: 4191.192383
	Iteration 9Q: 3 clusters Score -520861.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -520918.906250 Penalty: 4191.192383
	Iteration 10Q: 3 clusters Score -520918.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -520967.406250 Penalty: 4191.192383
	Iteration 11Q: 3 clusters Score -520967.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -521007.531250 Penalty: 4191.192383
	Iteration 12Q: 3 clusters Score -521007.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -521029.906250 Penalty: 4191.192383
	Iteration 13Q: 3 clusters Score -521029.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -521051.312500 Penalty: 4191.192383
	Iteration 14Q: 3 clusters Score -521051.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -521071.531250 Penalty: 4191.192383
	Iteration 15Q: 3 clusters Score -521071.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -521093.937500 Penalty: 4191.192383
	Iteration 16Q: 3 clusters Score -521093.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -521121.531250 Penalty: 4191.192383
	Iteration 17Q: 3 clusters Score -521121.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -521138.625000 Penalty: 4191.192383
	Iteration 18Q: 3 clusters Score -521138.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -521156.187500 Penalty: 4191.192383
	Iteration 19Q: 3 clusters Score -521156.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -521171.343750 Penalty: 4191.192383
	Iteration 20F: 3 clusters Score -521171.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -521185.125000 Penalty: 4191.192383
	Iteration 21Q: 3 clusters Score -521185.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -521197.968750 Penalty: 4191.192383
	Iteration 22Q: 3 clusters Score -521198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -521206.468750 Penalty: 4191.192383
	Iteration 23Q: 3 clusters Score -521206.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -521217.750000 Penalty: 4191.192383
	Iteration 24Q: 3 clusters Score -521217.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -521227.968750 Penalty: 4191.192383
	Iteration 25Q: 3 clusters Score -521228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -521240.750000 Penalty: 4191.192383
	Iteration 26Q: 3 clusters Score -521240.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -521255.187500 Penalty: 4191.192383
	Iteration 27Q: 3 clusters Score -521255.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -521271.437500 Penalty: 4191.192383
	Iteration 28Q: 3 clusters Score -521271.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -521287.187500 Penalty: 4191.192383
	Iteration 29Q: 3 clusters Score -521287.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -521299.531250 Penalty: 4191.192383
	Iteration 30Q: 3 clusters Score -521299.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -521305.187500 Penalty: 4191.192383
	Iteration 31Q: 3 clusters Score -521305.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -521312.906250 Penalty: 4191.192383
	Iteration 32Q: 3 clusters Score -521312.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -521323.281250 Penalty: 4191.192383
	Iteration 33Q: 3 clusters Score -521323.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -521332.375000 Penalty: 4191.192383
	Iteration 34Q: 3 clusters Score -521332.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -521340.718750 Penalty: 4191.192383
	Iteration 35Q: 3 clusters Score -521340.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -521349.750000 Penalty: 4191.192383
	Iteration 36Q: 3 clusters Score -521349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -521359.343750 Penalty: 4191.192383
	Iteration 37Q: 3 clusters Score -521359.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -521366.218750 Penalty: 4191.192383
	Iteration 38Q: 3 clusters Score -521366.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -521379.187500 Penalty: 4191.192383
	Iteration 39Q: 3 clusters Score -521379.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -521391.187500 Penalty: 4191.192383
	Iteration 40F: 3 clusters Score -521391.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -521399.531250 Penalty: 4191.192383
	Iteration 41Q: 3 clusters Score -521399.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -521403.031250 Penalty: 4191.192383
	Iteration 42Q: 3 clusters Score -521403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -521408.250000 Penalty: 4191.192383
	Iteration 43Q: 3 clusters Score -521408.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -521411.250000 Penalty: 4191.192383
	Iteration 44Q: 3 clusters Score -521411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -521415.531250 Penalty: 4191.192383
	Iteration 45Q: 3 clusters Score -521415.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -521420.843750 Penalty: 4191.192383
	Iteration 46Q: 3 clusters Score -521420.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -521429.468750 Penalty: 4191.192383
	Iteration 47Q: 3 clusters Score -521429.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -521436.468750 Penalty: 4191.192383
	Iteration 48Q: 3 clusters Score -521436.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -521446.968750 Penalty: 4191.192383
	Iteration 49Q: 3 clusters Score -521447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -521458.843750 Penalty: 4191.192383
	Iteration 50Q: 3 clusters Score -521458.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -521471.656250 Penalty: 4191.192383
	Iteration 51Q: 3 clusters Score -521471.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -521487.218750 Penalty: 4191.192383
	Iteration 52Q: 3 clusters Score -521487.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -521501.781250 Penalty: 4191.192383
	Iteration 53Q: 3 clusters Score -521501.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -521512.468750 Penalty: 4191.192383
	Iteration 54Q: 3 clusters Score -521512.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -521522.156250 Penalty: 4191.192383
	Iteration 55Q: 3 clusters Score -521522.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -521533.781250 Penalty: 4191.192383
	Iteration 56Q: 3 clusters Score -521533.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -521546.312500 Penalty: 4191.192383
	Iteration 57Q: 3 clusters Score -521546.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -521560.437500 Penalty: 4191.192383
	Iteration 58Q: 3 clusters Score -521560.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -521580.656250 Penalty: 4191.192383
	Iteration 59Q: 3 clusters Score -521580.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -521599.375000 Penalty: 4191.192383
	Iteration 60F: 3 clusters Score -521599.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -521620.500000 Penalty: 4191.192383
	Iteration 61Q: 3 clusters Score -521620.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -521636.031250 Penalty: 4191.192383
	Iteration 62Q: 3 clusters Score -521636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -521650.156250 Penalty: 4191.192383
	Iteration 63Q: 3 clusters Score -521650.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -521662.937500 Penalty: 4191.192383
	Iteration 64Q: 3 clusters Score -521662.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -521674.062500 Penalty: 4191.192383
	Iteration 65Q: 3 clusters Score -521674.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -521685.062500 Penalty: 4191.192383
	Iteration 66Q: 3 clusters Score -521685.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -521693.250000 Penalty: 4191.192383
	Iteration 67Q: 3 clusters Score -521693.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -521702.656250 Penalty: 4191.192383
	Iteration 68Q: 3 clusters Score -521702.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -521715.093750 Penalty: 4191.192383
	Iteration 69Q: 3 clusters Score -521715.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -521722.937500 Penalty: 4191.192383
	Iteration 70Q: 3 clusters Score -521722.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -521728.625000 Penalty: 4191.192383
	Iteration 71Q: 3 clusters Score -521728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -521734.750000 Penalty: 4191.192383
	Iteration 72Q: 3 clusters Score -521734.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -521740.343750 Penalty: 4191.192383
	Iteration 73Q: 3 clusters Score -521740.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -521743.281250 Penalty: 4191.192383
	Iteration 74Q: 3 clusters Score -521743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -521744.937500 Penalty: 4191.192383
	Iteration 75Q: 3 clusters Score -521744.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -521747.593750 Penalty: 4191.192383
	Iteration 76Q: 3 clusters Score -521747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -521749.281250 Penalty: 4191.192383
	Iteration 77Q: 3 clusters Score -521749.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -521751.687500 Penalty: 4191.192383
	Iteration 78Q: 3 clusters Score -521751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -521754.218750 Penalty: 4191.192383
	Iteration 79Q: 3 clusters Score -521754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -521755.250000 Penalty: 4191.192383
	Iteration 80F: 3 clusters Score -521755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -521757.250000 Penalty: 4191.192383
	Iteration 81Q: 3 clusters Score -521757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -521757.562500 Penalty: 4191.192383
	Iteration 82Q: 3 clusters Score -521757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -521758.156250 Penalty: 4191.192383
	Iteration 83Q: 3 clusters Score -521758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -521759.781250 Penalty: 4191.192383
	Iteration 84Q: 3 clusters Score -521759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -521760.937500 Penalty: 4191.192383
	Iteration 85Q: 3 clusters Score -521760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -521762.093750 Penalty: 4191.192383
	Iteration 86Q: 3 clusters Score -521762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -521763.437500 Penalty: 4191.192383
	Iteration 87Q: 3 clusters Score -521763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -521765.187500 Penalty: 4191.192383
	Iteration 88Q: 3 clusters Score -521765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -521765.812500 Penalty: 4191.192383
	Iteration 89Q: 3 clusters Score -521765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -521765.656250 Penalty: 4191.192383
	Iteration 90Q: 3 clusters Score -521765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -521766.406250 Penalty: 4191.192383
	Iteration 91Q: 3 clusters Score -521766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -521766.687500 Penalty: 4191.192383
	Iteration 92Q: 3 clusters Score -521766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -521766.687500 Penalty: 4191.192383
	Iteration 93Q: 3 clusters Score -521766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -521766.687500 Penalty: 4191.192383
	Iteration 94F: 3 clusters Score -521766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -1741111.500000 Penalty: 2390.649902
	Iteration 0F: 2 clusters Score -1741112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1729965.875000 Penalty: 4781.299805
	Iteration 0F: 3 clusters Score -1729966 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1733518.000000 Penalty: 4781.299805
	Iteration 1F: 3 clusters Score -1733518 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1733922.250000 Penalty: 4781.299805
	Iteration 2F: 3 clusters Score -1733922 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1734226.500000 Penalty: 4781.299805
	Iteration 3Q: 3 clusters Score -1734226 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1734483.750000 Penalty: 4781.299805
	Iteration 4Q: 3 clusters Score -1734484 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1734690.375000 Penalty: 4781.299805
	Iteration 5Q: 3 clusters Score -1734690 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1734872.375000 Penalty: 4781.299805
	Iteration 6Q: 3 clusters Score -1734872 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1735045.500000 Penalty: 4781.299805
	Iteration 7Q: 3 clusters Score -1735046 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1735203.875000 Penalty: 4781.299805
	Iteration 8Q: 3 clusters Score -1735204 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1735385.625000 Penalty: 4781.299805
	Iteration 9Q: 3 clusters Score -1735386 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1735579.125000 Penalty: 4781.299805
	Iteration 10Q: 3 clusters Score -1735579 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1735813.250000 Penalty: 4781.299805
	Iteration 11Q: 3 clusters Score -1735813 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1736050.000000 Penalty: 4781.299805
	Iteration 12Q: 3 clusters Score -1736050 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1736307.625000 Penalty: 4781.299805
	Iteration 13Q: 3 clusters Score -1736308 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1736647.875000 Penalty: 4781.299805
	Iteration 14Q: 3 clusters Score -1736648 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1737036.625000 Penalty: 4781.299805
	Iteration 15Q: 3 clusters Score -1737037 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1737504.625000 Penalty: 4781.299805
	Iteration 16Q: 3 clusters Score -1737505 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1738096.875000 Penalty: 4781.299805
	Iteration 17Q: 3 clusters Score -1738097 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1738677.750000 Penalty: 4781.299805
	Iteration 18Q: 3 clusters Score -1738678 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1739187.125000 Penalty: 4781.299805
	Iteration 19Q: 3 clusters Score -1739187 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1739650.875000 Penalty: 4781.299805
	Iteration 20F: 3 clusters Score -1739651 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1740112.875000 Penalty: 4781.299805
	Iteration 21Q: 3 clusters Score -1740113 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1740446.500000 Penalty: 4781.299805
	Iteration 22Q: 3 clusters Score -1740446 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1740628.375000 Penalty: 4781.299805
	Iteration 23Q: 3 clusters Score -1740628 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1740731.375000 Penalty: 4781.299805
	Iteration 24Q: 3 clusters Score -1740731 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1740776.500000 Penalty: 4781.299805
	Iteration 25Q: 3 clusters Score -1740776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1740800.750000 Penalty: 4781.299805
	Iteration 26Q: 3 clusters Score -1740801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1740803.750000 Penalty: 4781.299805
	Iteration 27Q: 3 clusters Score -1740804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1740810.250000 Penalty: 4781.299805
	Iteration 28Q: 3 clusters Score -1740810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1740815.500000 Penalty: 4781.299805
	Iteration 29Q: 3 clusters Score -1740816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1740815.750000 Penalty: 4781.299805
	Iteration 30Q: 3 clusters Score -1740816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1740818.000000 Penalty: 4781.299805
	Iteration 31Q: 3 clusters Score -1740818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1740821.250000 Penalty: 4781.299805
	Iteration 32Q: 3 clusters Score -1740821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1740818.125000 Penalty: 4781.299805
	Iteration 33Q: 3 clusters Score -1740818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1740818.875000 Penalty: 4781.299805
	Iteration 34Q: 3 clusters Score -1740819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1740818.750000 Penalty: 4781.299805
	Iteration 35Q: 3 clusters Score -1740819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1740817.625000 Penalty: 4781.299805
	Iteration 36Q: 3 clusters Score -1740818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1740817.625000 Penalty: 4781.299805
	Iteration 37F: 3 clusters Score -1740818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -34203.605469 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -34203.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32859.136719 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -32859.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33037.402344 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -33037.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33078.714844 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -33078.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33102.679688 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -33102.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33121.628906 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -33121.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33181.886719 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -33181.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33199.671875 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -33199.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33226.933594 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -33226.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33251.527344 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -33251.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33261.410156 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -33261.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33264.437500 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -33264.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33271.710938 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -33271.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33283.183594 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -33283.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33283.183594 Penalty: 2933.097656
	Iteration 13F: 3 clusters Score -33283.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -483673.687500 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -483673.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -479406.062500 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -479406.1 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -480438.281250 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -480438.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -480724.000000 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -480724 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -480925.093750 Penalty: 4181.442383
	Iteration 3F: 3 clusters Score -480925.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -481116.468750 Penalty: 4181.442383
	Iteration 4F: 3 clusters Score -481116.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -481302.906250 Penalty: 4181.442383
	Iteration 5Q: 3 clusters Score -481302.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -481535.156250 Penalty: 4181.442383
	Iteration 6F: 3 clusters Score -481535.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -481747.625000 Penalty: 4181.442383
	Iteration 7Q: 3 clusters Score -481747.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -481906.531250 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -481906.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -482045.375000 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -482045.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -482141.937500 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -482141.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -482211.937500 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -482211.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -482282.843750 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -482282.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -482341.250000 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -482341.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -482401.562500 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -482401.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -482465.375000 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -482465.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -482529.718750 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -482529.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -482627.718750 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -482627.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -482760.875000 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -482760.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -482906.093750 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -482906.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -482993.062500 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -482993.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -483028.312500 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -483028.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -483042.187500 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -483042.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -483058.593750 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -483058.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -483069.343750 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -483069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -483076.375000 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -483076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -483078.312500 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -483078.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -483080.843750 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -483080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -483081.312500 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -483081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -483082.656250 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -483082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -483083.250000 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -483083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -483085.718750 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -483085.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -483086.937500 Penalty: 4181.442383
	Iteration 32Q: 3 clusters Score -483086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -483089.375000 Penalty: 4181.442383
	Iteration 33Q: 3 clusters Score -483089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -483090.406250 Penalty: 4181.442383
	Iteration 34Q: 3 clusters Score -483090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -483091.500000 Penalty: 4181.442383
	Iteration 35Q: 3 clusters Score -483091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -483093.593750 Penalty: 4181.442383
	Iteration 36Q: 3 clusters Score -483093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -483093.968750 Penalty: 4181.442383
	Iteration 37Q: 3 clusters Score -483094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -483094.562500 Penalty: 4181.442383
	Iteration 38Q: 3 clusters Score -483094.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -483094.562500 Penalty: 4181.442383
	Iteration 39F: 3 clusters Score -483094.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -650766.750000 Penalty: 2156.900391
	Iteration 0F: 2 clusters Score -650766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -645591.562500 Penalty: 4313.800781
	Iteration 0F: 3 clusters Score -645591.6 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -646867.562500 Penalty: 4313.800781
	Iteration 1F: 3 clusters Score -646867.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -647127.187500 Penalty: 4313.800781
	Iteration 2F: 3 clusters Score -647127.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -647301.250000 Penalty: 4313.800781
	Iteration 3F: 3 clusters Score -647301.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -647464.625000 Penalty: 4313.800781
	Iteration 4Q: 3 clusters Score -647464.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -647591.687500 Penalty: 4313.800781
	Iteration 5Q: 3 clusters Score -647591.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -647720.750000 Penalty: 4313.800781
	Iteration 6Q: 3 clusters Score -647720.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -647891.500000 Penalty: 4313.800781
	Iteration 7Q: 3 clusters Score -647891.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -648083.062500 Penalty: 4313.800781
	Iteration 8Q: 3 clusters Score -648083.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -648258.625000 Penalty: 4313.800781
	Iteration 9Q: 3 clusters Score -648258.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -648417.500000 Penalty: 4313.800781
	Iteration 10Q: 3 clusters Score -648417.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -648563.625000 Penalty: 4313.800781
	Iteration 11Q: 3 clusters Score -648563.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -648684.187500 Penalty: 4313.800781
	Iteration 12Q: 3 clusters Score -648684.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -648815.500000 Penalty: 4313.800781
	Iteration 13Q: 3 clusters Score -648815.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -648925.562500 Penalty: 4313.800781
	Iteration 14Q: 3 clusters Score -648925.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -649008.875000 Penalty: 4313.800781
	Iteration 15Q: 3 clusters Score -649008.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -649067.062500 Penalty: 4313.800781
	Iteration 16Q: 3 clusters Score -649067.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -649105.500000 Penalty: 4313.800781
	Iteration 17Q: 3 clusters Score -649105.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -649125.687500 Penalty: 4313.800781
	Iteration 18Q: 3 clusters Score -649125.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -649136.312500 Penalty: 4313.800781
	Iteration 19Q: 3 clusters Score -649136.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -649143.750000 Penalty: 4313.800781
	Iteration 20F: 3 clusters Score -649143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -649153.500000 Penalty: 4313.800781
	Iteration 21Q: 3 clusters Score -649153.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -649161.625000 Penalty: 4313.800781
	Iteration 22Q: 3 clusters Score -649161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -649166.187500 Penalty: 4313.800781
	Iteration 23Q: 3 clusters Score -649166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -649167.375000 Penalty: 4313.800781
	Iteration 24Q: 3 clusters Score -649167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -649168.187500 Penalty: 4313.800781
	Iteration 25Q: 3 clusters Score -649168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -649168.875000 Penalty: 4313.800781
	Iteration 26Q: 3 clusters Score -649168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -649171.500000 Penalty: 4313.800781
	Iteration 27Q: 3 clusters Score -649171.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -649172.812500 Penalty: 4313.800781
	Iteration 28Q: 3 clusters Score -649172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -649173.000000 Penalty: 4313.800781
	Iteration 29Q: 3 clusters Score -649173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -649173.000000 Penalty: 4313.800781
	Iteration 30F: 3 clusters Score -649173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36479.710938 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36479.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36602.542969 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36602.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36628.945312 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36628.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36640.847656 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -36640.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36651.621094 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -36651.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36664.082031 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -36664.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36668.894531 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -36668.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36668.894531 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -36668.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Entering Unmasked Estep 
Score: -1321335.250000 Penalty: 2324.517578
	Iteration 0F: 2 clusters Score -1321335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1312593.500000 Penalty: 4649.035156
	Iteration 0F: 3 clusters Score -1312594 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1315328.250000 Penalty: 4649.035156
	Iteration 1F: 3 clusters Score -1315328 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1315663.875000 Penalty: 4649.035156
	Iteration 2F: 3 clusters Score -1315664 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1315888.250000 Penalty: 4649.035156
	Iteration 3Q: 3 clusters Score -1315888 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1316066.625000 Penalty: 4649.035156
	Iteration 4Q: 3 clusters Score -1316067 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1316224.125000 Penalty: 4649.035156
	Iteration 5Q: 3 clusters Score -1316224 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1316378.625000 Penalty: 4649.035156
	Iteration 6Q: 3 clusters Score -1316379 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1316595.625000 Penalty: 4649.035156
	Iteration 7Q: 3 clusters Score -1316596 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1316819.375000 Penalty: 4649.035156
	Iteration 8Q: 3 clusters Score -1316819 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1317079.375000 Penalty: 4649.035156
	Iteration 9Q: 3 clusters Score -1317079 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1317331.500000 Penalty: 4649.035156
	Iteration 10Q: 3 clusters Score -1317332 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1317611.375000 Penalty: 4649.035156
	Iteration 11Q: 3 clusters Score -1317611 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1317906.000000 Penalty: 4649.035156
	Iteration 12Q: 3 clusters Score -1317906 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1318194.625000 Penalty: 4649.035156
	Iteration 13Q: 3 clusters Score -1318195 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1318489.500000 Penalty: 4649.035156
	Iteration 14Q: 3 clusters Score -1318490 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1318713.125000 Penalty: 4649.035156
	Iteration 15Q: 3 clusters Score -1318713 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1318881.000000 Penalty: 4649.035156
	Iteration 16Q: 3 clusters Score -1318881 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1319010.375000 Penalty: 4649.035156
	Iteration 17Q: 3 clusters Score -1319010 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1319098.375000 Penalty: 4649.035156
	Iteration 18Q: 3 clusters Score -1319098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1319158.125000 Penalty: 4649.035156
	Iteration 19Q: 3 clusters Score -1319158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1319216.000000 Penalty: 4649.035156
	Iteration 20F: 3 clusters Score -1319216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1319260.125000 Penalty: 4649.035156
	Iteration 21Q: 3 clusters Score -1319260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1319295.875000 Penalty: 4649.035156
	Iteration 22Q: 3 clusters Score -1319296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1319325.250000 Penalty: 4649.035156
	Iteration 23Q: 3 clusters Score -1319325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1319356.375000 Penalty: 4649.035156
	Iteration 24Q: 3 clusters Score -1319356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1319394.500000 Penalty: 4649.035156
	Iteration 25Q: 3 clusters Score -1319394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1319430.250000 Penalty: 4649.035156
	Iteration 26Q: 3 clusters Score -1319430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1319460.000000 Penalty: 4649.035156
	Iteration 27Q: 3 clusters Score -1319460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1319494.875000 Penalty: 4649.035156
	Iteration 28Q: 3 clusters Score -1319495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1319532.750000 Penalty: 4649.035156
	Iteration 29Q: 3 clusters Score -1319533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1319567.875000 Penalty: 4649.035156
	Iteration 30Q: 3 clusters Score -1319568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1319609.625000 Penalty: 4649.035156
	Iteration 31Q: 3 clusters Score -1319610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1319647.250000 Penalty: 4649.035156
	Iteration 32Q: 3 clusters Score -1319647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1319674.000000 Penalty: 4649.035156
	Iteration 33Q: 3 clusters Score -1319674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1319694.625000 Penalty: 4649.035156
	Iteration 34Q: 3 clusters Score -1319695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1319703.375000 Penalty: 4649.035156
	Iteration 35Q: 3 clusters Score -1319703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1319707.750000 Penalty: 4649.035156
	Iteration 36Q: 3 clusters Score -1319708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1319711.750000 Penalty: 4649.035156
	Iteration 37Q: 3 clusters Score -1319712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1319714.875000 Penalty: 4649.035156
	Iteration 38Q: 3 clusters Score -1319715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1319722.500000 Penalty: 4649.035156
	Iteration 39Q: 3 clusters Score -1319722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1319729.875000 Penalty: 4649.035156
	Iteration 40F: 3 clusters Score -1319730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1319734.625000 Penalty: 4649.035156
	Iteration 41Q: 3 clusters Score -1319735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1319741.625000 Penalty: 4649.035156
	Iteration 42Q: 3 clusters Score -1319742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1319747.500000 Penalty: 4649.035156
	Iteration 43Q: 3 clusters Score -1319748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1319754.875000 Penalty: 4649.035156
	Iteration 44Q: 3 clusters Score -1319755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1319759.625000 Penalty: 4649.035156
	Iteration 45Q: 3 clusters Score -1319760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1319766.750000 Penalty: 4649.035156
	Iteration 46Q: 3 clusters Score -1319767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1319770.500000 Penalty: 4649.035156
	Iteration 47Q: 3 clusters Score -1319770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1319773.000000 Penalty: 4649.035156
	Iteration 48Q: 3 clusters Score -1319773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1319778.625000 Penalty: 4649.035156
	Iteration 49Q: 3 clusters Score -1319779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1319778.875000 Penalty: 4649.035156
	Iteration 50Q: 3 clusters Score -1319779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1319779.875000 Penalty: 4649.035156
	Iteration 51Q: 3 clusters Score -1319780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1319780.875000 Penalty: 4649.035156
	Iteration 52Q: 3 clusters Score -1319781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1319782.250000 Penalty: 4649.035156
	Iteration 53Q: 3 clusters Score -1319782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1319783.750000 Penalty: 4649.035156
	Iteration 54Q: 3 clusters Score -1319784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1319786.625000 Penalty: 4649.035156
	Iteration 55Q: 3 clusters Score -1319787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1319786.875000 Penalty: 4649.035156
	Iteration 56Q: 3 clusters Score -1319787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1319786.875000 Penalty: 4649.035156
	Iteration 57F: 3 clusters Score -1319787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -476068.312500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -476068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -471895.218750 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -471895.2 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -472914.125000 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -472914.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -473194.593750 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -473194.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -473434.656250 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -473434.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -473635.968750 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -473636 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -473812.562500 Penalty: 4168.062988
	Iteration 5F: 3 clusters Score -473812.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -473948.062500 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -473948.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -474068.156250 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -474068.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -474163.125000 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -474163.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -474239.656250 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -474239.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -474308.500000 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -474308.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -474367.093750 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -474367.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -474417.343750 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -474417.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -474474.562500 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -474474.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -474579.125000 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -474579.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -474705.906250 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -474705.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -474790.187500 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -474790.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -474836.468750 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -474836.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -474859.593750 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -474859.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -474873.343750 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -474873.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -474885.343750 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -474885.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -474892.062500 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -474892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -474896.625000 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -474896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -474900.375000 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -474900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -474901.562500 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -474901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -474902.312500 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -474902.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -474902.312500 Penalty: 4168.062988
	Iteration 26F: 3 clusters Score -474902.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -833910.937500 Penalty: 2210.827393
	Iteration 0F: 2 clusters Score -833910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -827916.187500 Penalty: 4421.654785
	Iteration 0F: 3 clusters Score -827916.2 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -829561.062500 Penalty: 4421.654785
	Iteration 1F: 3 clusters Score -829561.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -830128.375000 Penalty: 4421.654785
	Iteration 2F: 3 clusters Score -830128.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -830636.125000 Penalty: 4421.654785
	Iteration 3F: 3 clusters Score -830636.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -830928.437500 Penalty: 4421.654785
	Iteration 4F: 3 clusters Score -830928.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -831147.375000 Penalty: 4421.654785
	Iteration 5F: 3 clusters Score -831147.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -831331.875000 Penalty: 4421.654785
	Iteration 6Q: 3 clusters Score -831331.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -831513.812500 Penalty: 4421.654785
	Iteration 7Q: 3 clusters Score -831513.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -831713.125000 Penalty: 4421.654785
	Iteration 8Q: 3 clusters Score -831713.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -831942.250000 Penalty: 4421.654785
	Iteration 9Q: 3 clusters Score -831942.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -832175.250000 Penalty: 4421.654785
	Iteration 10Q: 3 clusters Score -832175.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -832368.312500 Penalty: 4421.654785
	Iteration 11Q: 3 clusters Score -832368.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -832514.375000 Penalty: 4421.654785
	Iteration 12Q: 3 clusters Score -832514.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -832621.437500 Penalty: 4421.654785
	Iteration 13Q: 3 clusters Score -832621.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -832698.812500 Penalty: 4421.654785
	Iteration 14Q: 3 clusters Score -832698.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -832782.375000 Penalty: 4421.654785
	Iteration 15Q: 3 clusters Score -832782.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -832891.687500 Penalty: 4421.654785
	Iteration 16Q: 3 clusters Score -832891.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -833008.375000 Penalty: 4421.654785
	Iteration 17Q: 3 clusters Score -833008.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -833115.312500 Penalty: 4421.654785
	Iteration 18Q: 3 clusters Score -833115.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -833198.250000 Penalty: 4421.654785
	Iteration 19Q: 3 clusters Score -833198.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -833256.750000 Penalty: 4421.654785
	Iteration 20F: 3 clusters Score -833256.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -833296.750000 Penalty: 4421.654785
	Iteration 21Q: 3 clusters Score -833296.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -833335.250000 Penalty: 4421.654785
	Iteration 22Q: 3 clusters Score -833335.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -833373.437500 Penalty: 4421.654785
	Iteration 23Q: 3 clusters Score -833373.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -833396.312500 Penalty: 4421.654785
	Iteration 24Q: 3 clusters Score -833396.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -833416.625000 Penalty: 4421.654785
	Iteration 25Q: 3 clusters Score -833416.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -833426.562500 Penalty: 4421.654785
	Iteration 26Q: 3 clusters Score -833426.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -833440.000000 Penalty: 4421.654785
	Iteration 27Q: 3 clusters Score -833440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -833452.812500 Penalty: 4421.654785
	Iteration 28Q: 3 clusters Score -833452.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -833467.500000 Penalty: 4421.654785
	Iteration 29Q: 3 clusters Score -833467.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -833480.312500 Penalty: 4421.654785
	Iteration 30Q: 3 clusters Score -833480.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -833497.187500 Penalty: 4421.654785
	Iteration 31Q: 3 clusters Score -833497.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -833512.687500 Penalty: 4421.654785
	Iteration 32Q: 3 clusters Score -833512.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -833525.625000 Penalty: 4421.654785
	Iteration 33Q: 3 clusters Score -833525.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -833538.062500 Penalty: 4421.654785
	Iteration 34Q: 3 clusters Score -833538.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -833551.625000 Penalty: 4421.654785
	Iteration 35Q: 3 clusters Score -833551.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -833569.437500 Penalty: 4421.654785
	Iteration 36Q: 3 clusters Score -833569.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -833585.250000 Penalty: 4421.654785
	Iteration 37Q: 3 clusters Score -833585.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -833602.062500 Penalty: 4421.654785
	Iteration 38Q: 3 clusters Score -833602.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -833608.250000 Penalty: 4421.654785
	Iteration 39Q: 3 clusters Score -833608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -833612.062500 Penalty: 4421.654785
	Iteration 40F: 3 clusters Score -833612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -833612.437500 Penalty: 4421.654785
	Iteration 41Q: 3 clusters Score -833612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -833613.062500 Penalty: 4421.654785
	Iteration 42Q: 3 clusters Score -833613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -833613.062500 Penalty: 4421.654785
	Iteration 43F: 3 clusters Score -833613.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -1462428.750000 Penalty: 2350.220947
	Iteration 0F: 2 clusters Score -1462429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1452847.750000 Penalty: 4700.441895
	Iteration 0F: 3 clusters Score -1452848 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1455879.750000 Penalty: 4700.441895
	Iteration 1F: 3 clusters Score -1455880 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1456396.250000 Penalty: 4700.441895
	Iteration 2F: 3 clusters Score -1456396 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1457000.750000 Penalty: 4700.441895
	Iteration 3F: 3 clusters Score -1457001 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1457756.625000 Penalty: 4700.441895
	Iteration 4F: 3 clusters Score -1457757 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1458639.250000 Penalty: 4700.441895
	Iteration 5F: 3 clusters Score -1458639 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1459363.375000 Penalty: 4700.441895
	Iteration 6F: 3 clusters Score -1459363 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1459839.125000 Penalty: 4700.441895
	Iteration 7F: 3 clusters Score -1459839 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1460091.375000 Penalty: 4700.441895
	Iteration 8Q: 3 clusters Score -1460091 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1460234.000000 Penalty: 4700.441895
	Iteration 9Q: 3 clusters Score -1460234 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1460303.625000 Penalty: 4700.441895
	Iteration 10Q: 3 clusters Score -1460304 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1460342.625000 Penalty: 4700.441895
	Iteration 11Q: 3 clusters Score -1460343 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1460375.875000 Penalty: 4700.441895
	Iteration 12Q: 3 clusters Score -1460376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1460413.750000 Penalty: 4700.441895
	Iteration 13Q: 3 clusters Score -1460414 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1460444.500000 Penalty: 4700.441895
	Iteration 14Q: 3 clusters Score -1460444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1460481.375000 Penalty: 4700.441895
	Iteration 15Q: 3 clusters Score -1460481 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1460505.375000 Penalty: 4700.441895
	Iteration 16Q: 3 clusters Score -1460505 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1460537.500000 Penalty: 4700.441895
	Iteration 17Q: 3 clusters Score -1460538 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1460578.875000 Penalty: 4700.441895
	Iteration 18Q: 3 clusters Score -1460579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1460625.375000 Penalty: 4700.441895
	Iteration 19Q: 3 clusters Score -1460625 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1460666.625000 Penalty: 4700.441895
	Iteration 20F: 3 clusters Score -1460667 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1460701.250000 Penalty: 4700.441895
	Iteration 21Q: 3 clusters Score -1460701 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1460740.000000 Penalty: 4700.441895
	Iteration 22Q: 3 clusters Score -1460740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1460786.125000 Penalty: 4700.441895
	Iteration 23Q: 3 clusters Score -1460786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1460834.875000 Penalty: 4700.441895
	Iteration 24Q: 3 clusters Score -1460835 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1460876.500000 Penalty: 4700.441895
	Iteration 25Q: 3 clusters Score -1460876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1460910.250000 Penalty: 4700.441895
	Iteration 26Q: 3 clusters Score -1460910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1460935.125000 Penalty: 4700.441895
	Iteration 27Q: 3 clusters Score -1460935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1460961.750000 Penalty: 4700.441895
	Iteration 28Q: 3 clusters Score -1460962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1460984.375000 Penalty: 4700.441895
	Iteration 29Q: 3 clusters Score -1460984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1460997.250000 Penalty: 4700.441895
	Iteration 30Q: 3 clusters Score -1460997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1461011.125000 Penalty: 4700.441895
	Iteration 31Q: 3 clusters Score -1461011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1461027.625000 Penalty: 4700.441895
	Iteration 32Q: 3 clusters Score -1461028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1461041.500000 Penalty: 4700.441895
	Iteration 33Q: 3 clusters Score -1461042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1461050.875000 Penalty: 4700.441895
	Iteration 34Q: 3 clusters Score -1461051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1461062.000000 Penalty: 4700.441895
	Iteration 35Q: 3 clusters Score -1461062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1461072.375000 Penalty: 4700.441895
	Iteration 36Q: 3 clusters Score -1461072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1461077.125000 Penalty: 4700.441895
	Iteration 37Q: 3 clusters Score -1461077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1461082.625000 Penalty: 4700.441895
	Iteration 38Q: 3 clusters Score -1461083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1461090.375000 Penalty: 4700.441895
	Iteration 39Q: 3 clusters Score -1461090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1461097.750000 Penalty: 4700.441895
	Iteration 40F: 3 clusters Score -1461098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1461105.750000 Penalty: 4700.441895
	Iteration 41Q: 3 clusters Score -1461106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1461106.125000 Penalty: 4700.441895
	Iteration 42Q: 3 clusters Score -1461106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1461107.125000 Penalty: 4700.441895
	Iteration 43Q: 3 clusters Score -1461107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1461111.625000 Penalty: 4700.441895
	Iteration 44Q: 3 clusters Score -1461112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1461110.375000 Penalty: 4700.441895
	Iteration 45Q: 3 clusters Score -1461110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1461111.250000 Penalty: 4700.441895
	Iteration 46Q: 3 clusters Score -1461111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1461111.500000 Penalty: 4700.441895
	Iteration 47Q: 3 clusters Score -1461112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1461111.500000 Penalty: 4700.441895
	Iteration 48F: 3 clusters Score -1461112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -601974.125000 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -601974.1 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 2777 members 
Entering Unmasked Estep 
Score: -597092.625000 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -597092.6 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -598343.687500 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -598343.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -598607.187500 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -598607.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -598769.312500 Penalty: 4275.216797
	Iteration 3F: 3 clusters Score -598769.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -598911.437500 Penalty: 4275.216797
	Iteration 4Q: 3 clusters Score -598911.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -599060.875000 Penalty: 4275.216797
	Iteration 5Q: 3 clusters Score -599060.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -599215.062500 Penalty: 4275.216797
	Iteration 6Q: 3 clusters Score -599215.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -599353.562500 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -599353.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -599493.000000 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -599493 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -599623.250000 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -599623.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -599760.500000 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -599760.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -599915.687500 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -599915.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -600052.812500 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -600052.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -600170.312500 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -600170.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -600293.937500 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -600293.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -600421.625000 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -600421.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -600565.562500 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -600565.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -600745.062500 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -600745.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -600913.562500 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -600913.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -601034.625000 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -601034.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -601109.875000 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -601109.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -601145.500000 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -601145.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -601163.437500 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -601163.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -601176.687500 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -601176.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -601182.937500 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -601182.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -601187.687500 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -601187.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -601190.625000 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -601190.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -601192.375000 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -601192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -601194.812500 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -601194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -601197.500000 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -601197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -601196.500000 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -601196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -601197.125000 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -601197.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -601198.500000 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -601198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -601199.500000 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -601199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -601201.687500 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -601201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -601204.500000 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -601204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -601203.437500 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -601203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -601205.500000 Penalty: 4275.216797
	Iteration 37Q: 3 clusters Score -601205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -601205.562500 Penalty: 4275.216797
	Iteration 38Q: 3 clusters Score -601205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -601207.750000 Penalty: 4275.216797
	Iteration 39Q: 3 clusters Score -601207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -601210.312500 Penalty: 4275.216797
	Iteration 40F: 3 clusters Score -601210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -601212.812500 Penalty: 4275.216797
	Iteration 41Q: 3 clusters Score -601212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -601213.000000 Penalty: 4275.216797
	Iteration 42Q: 3 clusters Score -601213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -601212.187500 Penalty: 4275.216797
	Iteration 43Q: 3 clusters Score -601212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -601212.187500 Penalty: 4275.216797
	Iteration 44F: 3 clusters Score -601212.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Entering Unmasked Estep 
Score: -1843793.625000 Penalty: 2420.642822
	Iteration 0F: 2 clusters Score -1843794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1831397.000000 Penalty: 4841.285645
	Iteration 0F: 3 clusters Score -1831397 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1835623.125000 Penalty: 4841.285645
	Iteration 1F: 3 clusters Score -1835623 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1836211.000000 Penalty: 4841.285645
	Iteration 2F: 3 clusters Score -1836211 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1836759.875000 Penalty: 4841.285645
	Iteration 3F: 3 clusters Score -1836760 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1837306.375000 Penalty: 4841.285645
	Iteration 4F: 3 clusters Score -1837306 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1837765.500000 Penalty: 4841.285645
	Iteration 5F: 3 clusters Score -1837766 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1838195.000000 Penalty: 4841.285645
	Iteration 6Q: 3 clusters Score -1838195 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1838655.375000 Penalty: 4841.285645
	Iteration 7Q: 3 clusters Score -1838655 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1839128.500000 Penalty: 4841.285645
	Iteration 8Q: 3 clusters Score -1839128 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1839559.875000 Penalty: 4841.285645
	Iteration 9Q: 3 clusters Score -1839560 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1839995.500000 Penalty: 4841.285645
	Iteration 10Q: 3 clusters Score -1839996 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1840423.625000 Penalty: 4841.285645
	Iteration 11Q: 3 clusters Score -1840424 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1840825.125000 Penalty: 4841.285645
	Iteration 12Q: 3 clusters Score -1840825 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1841165.125000 Penalty: 4841.285645
	Iteration 13Q: 3 clusters Score -1841165 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1841418.750000 Penalty: 4841.285645
	Iteration 14Q: 3 clusters Score -1841419 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1841627.250000 Penalty: 4841.285645
	Iteration 15Q: 3 clusters Score -1841627 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1841796.000000 Penalty: 4841.285645
	Iteration 16Q: 3 clusters Score -1841796 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1841946.375000 Penalty: 4841.285645
	Iteration 17Q: 3 clusters Score -1841946 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1842098.000000 Penalty: 4841.285645
	Iteration 18Q: 3 clusters Score -1842098 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1842207.250000 Penalty: 4841.285645
	Iteration 19Q: 3 clusters Score -1842207 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1842291.500000 Penalty: 4841.285645
	Iteration 20F: 3 clusters Score -1842292 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1842354.000000 Penalty: 4841.285645
	Iteration 21Q: 3 clusters Score -1842354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1842389.000000 Penalty: 4841.285645
	Iteration 22Q: 3 clusters Score -1842389 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1842411.375000 Penalty: 4841.285645
	Iteration 23Q: 3 clusters Score -1842411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1842436.375000 Penalty: 4841.285645
	Iteration 24Q: 3 clusters Score -1842436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1842452.250000 Penalty: 4841.285645
	Iteration 25Q: 3 clusters Score -1842452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1842469.625000 Penalty: 4841.285645
	Iteration 26Q: 3 clusters Score -1842470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1842495.750000 Penalty: 4841.285645
	Iteration 27Q: 3 clusters Score -1842496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1842513.250000 Penalty: 4841.285645
	Iteration 28Q: 3 clusters Score -1842513 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1842530.500000 Penalty: 4841.285645
	Iteration 29Q: 3 clusters Score -1842530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1842541.250000 Penalty: 4841.285645
	Iteration 30Q: 3 clusters Score -1842541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1842554.750000 Penalty: 4841.285645
	Iteration 31Q: 3 clusters Score -1842555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1842566.875000 Penalty: 4841.285645
	Iteration 32Q: 3 clusters Score -1842567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1842576.250000 Penalty: 4841.285645
	Iteration 33Q: 3 clusters Score -1842576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1842586.000000 Penalty: 4841.285645
	Iteration 34Q: 3 clusters Score -1842586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1842585.625000 Penalty: 4841.285645
	Iteration 35Q: 3 clusters Score -1842586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1842586.125000 Penalty: 4841.285645
	Iteration 36Q: 3 clusters Score -1842586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1842590.000000 Penalty: 4841.285645
	Iteration 37Q: 3 clusters Score -1842590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1842593.125000 Penalty: 4841.285645
	Iteration 38Q: 3 clusters Score -1842593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1842596.625000 Penalty: 4841.285645
	Iteration 39Q: 3 clusters Score -1842597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1842598.875000 Penalty: 4841.285645
	Iteration 40F: 3 clusters Score -1842599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1842595.375000 Penalty: 4841.285645
	Iteration 41Q: 3 clusters Score -1842595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1842594.000000 Penalty: 4841.285645
	Iteration 42Q: 3 clusters Score -1842594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1842593.375000 Penalty: 4841.285645
	Iteration 43Q: 3 clusters Score -1842593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1842596.125000 Penalty: 4841.285645
	Iteration 44Q: 3 clusters Score -1842596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1842598.875000 Penalty: 4841.285645
	Iteration 45Q: 3 clusters Score -1842599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1842599.000000 Penalty: 4841.285645
	Iteration 46Q: 3 clusters Score -1842599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1842599.875000 Penalty: 4841.285645
	Iteration 47Q: 3 clusters Score -1842600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1842598.250000 Penalty: 4841.285645
	Iteration 48Q: 3 clusters Score -1842598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1842598.625000 Penalty: 4841.285645
	Iteration 49Q: 3 clusters Score -1842599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1842603.250000 Penalty: 4841.285645
	Iteration 50Q: 3 clusters Score -1842603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1842599.375000 Penalty: 4841.285645
	Iteration 51Q: 3 clusters Score -1842599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1842605.250000 Penalty: 4841.285645
	Iteration 52Q: 3 clusters Score -1842605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1842607.125000 Penalty: 4841.285645
	Iteration 53Q: 3 clusters Score -1842607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1842603.625000 Penalty: 4841.285645
	Iteration 54Q: 3 clusters Score -1842604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1842604.875000 Penalty: 4841.285645
	Iteration 55Q: 3 clusters Score -1842605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1842608.000000 Penalty: 4841.285645
	Iteration 56Q: 3 clusters Score -1842608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1842609.125000 Penalty: 4841.285645
	Iteration 57Q: 3 clusters Score -1842609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1842609.125000 Penalty: 4841.285645
	Iteration 58F: 3 clusters Score -1842609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -114276.289062 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -114276.3 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 537 members 
Entering Unmasked Estep 
Score: -112309.296875 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -112309.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112636.531250 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -112636.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112729.273438 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -112729.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112792.812500 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -112792.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112827.367188 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -112827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112834.406250 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -112834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112838.734375 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -112838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112851.179688 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -112851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112859.820312 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -112859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112865.046875 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -112865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112866.351562 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -112866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112868.203125 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -112868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112873.367188 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -112873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112878.101562 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -112878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112879.085938 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -112879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112879.085938 Penalty: 3456.549805
	Iteration 15F: 3 clusters Score -112879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -777071.250000 Penalty: 2188.556641
	Iteration 0F: 2 clusters Score -777071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -771347.375000 Penalty: 4377.113281
	Iteration 0F: 3 clusters Score -771347.4 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -772761.500000 Penalty: 4377.113281
	Iteration 1F: 3 clusters Score -772761.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -773011.937500 Penalty: 4377.113281
	Iteration 2F: 3 clusters Score -773011.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -773190.437500 Penalty: 4377.113281
	Iteration 3F: 3 clusters Score -773190.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -773322.625000 Penalty: 4377.113281
	Iteration 4Q: 3 clusters Score -773322.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -773422.437500 Penalty: 4377.113281
	Iteration 5Q: 3 clusters Score -773422.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -773494.125000 Penalty: 4377.113281
	Iteration 6Q: 3 clusters Score -773494.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -773553.687500 Penalty: 4377.113281
	Iteration 7Q: 3 clusters Score -773553.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -773597.125000 Penalty: 4377.113281
	Iteration 8Q: 3 clusters Score -773597.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -773631.375000 Penalty: 4377.113281
	Iteration 9Q: 3 clusters Score -773631.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -773654.687500 Penalty: 4377.113281
	Iteration 10Q: 3 clusters Score -773654.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -773674.687500 Penalty: 4377.113281
	Iteration 11Q: 3 clusters Score -773674.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -773694.312500 Penalty: 4377.113281
	Iteration 12Q: 3 clusters Score -773694.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -773718.687500 Penalty: 4377.113281
	Iteration 13Q: 3 clusters Score -773718.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -773741.125000 Penalty: 4377.113281
	Iteration 14Q: 3 clusters Score -773741.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -773757.312500 Penalty: 4377.113281
	Iteration 15Q: 3 clusters Score -773757.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -773767.437500 Penalty: 4377.113281
	Iteration 16Q: 3 clusters Score -773767.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -773776.750000 Penalty: 4377.113281
	Iteration 17Q: 3 clusters Score -773776.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -773794.687500 Penalty: 4377.113281
	Iteration 18Q: 3 clusters Score -773794.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -773812.062500 Penalty: 4377.113281
	Iteration 19Q: 3 clusters Score -773812.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -773831.125000 Penalty: 4377.113281
	Iteration 20F: 3 clusters Score -773831.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -773845.875000 Penalty: 4377.113281
	Iteration 21Q: 3 clusters Score -773845.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -773857.312500 Penalty: 4377.113281
	Iteration 22Q: 3 clusters Score -773857.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -773867.625000 Penalty: 4377.113281
	Iteration 23Q: 3 clusters Score -773867.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -773878.625000 Penalty: 4377.113281
	Iteration 24Q: 3 clusters Score -773878.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -773885.750000 Penalty: 4377.113281
	Iteration 25Q: 3 clusters Score -773885.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -773892.750000 Penalty: 4377.113281
	Iteration 26Q: 3 clusters Score -773892.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -773898.062500 Penalty: 4377.113281
	Iteration 27Q: 3 clusters Score -773898.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -773901.000000 Penalty: 4377.113281
	Iteration 28Q: 3 clusters Score -773901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -773906.062500 Penalty: 4377.113281
	Iteration 29Q: 3 clusters Score -773906.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -773913.187500 Penalty: 4377.113281
	Iteration 30Q: 3 clusters Score -773913.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -773921.062500 Penalty: 4377.113281
	Iteration 31Q: 3 clusters Score -773921.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -773929.562500 Penalty: 4377.113281
	Iteration 32Q: 3 clusters Score -773929.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -773934.500000 Penalty: 4377.113281
	Iteration 33Q: 3 clusters Score -773934.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -773941.187500 Penalty: 4377.113281
	Iteration 34Q: 3 clusters Score -773941.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -773947.187500 Penalty: 4377.113281
	Iteration 35Q: 3 clusters Score -773947.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -773954.000000 Penalty: 4377.113281
	Iteration 36Q: 3 clusters Score -773954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -773960.937500 Penalty: 4377.113281
	Iteration 37Q: 3 clusters Score -773960.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -773966.625000 Penalty: 4377.113281
	Iteration 38Q: 3 clusters Score -773966.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -773973.562500 Penalty: 4377.113281
	Iteration 39Q: 3 clusters Score -773973.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -773977.312500 Penalty: 4377.113281
	Iteration 40F: 3 clusters Score -773977.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -773981.375000 Penalty: 4377.113281
	Iteration 41Q: 3 clusters Score -773981.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -773983.437500 Penalty: 4377.113281
	Iteration 42Q: 3 clusters Score -773983.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -773988.937500 Penalty: 4377.113281
	Iteration 43Q: 3 clusters Score -773988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -773992.250000 Penalty: 4377.113281
	Iteration 44Q: 3 clusters Score -773992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -773996.250000 Penalty: 4377.113281
	Iteration 45Q: 3 clusters Score -773996.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -774000.687500 Penalty: 4377.113281
	Iteration 46Q: 3 clusters Score -774000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -774003.687500 Penalty: 4377.113281
	Iteration 47Q: 3 clusters Score -774003.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -774006.875000 Penalty: 4377.113281
	Iteration 48Q: 3 clusters Score -774006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -774009.375000 Penalty: 4377.113281
	Iteration 49Q: 3 clusters Score -774009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -774009.937500 Penalty: 4377.113281
	Iteration 50Q: 3 clusters Score -774009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -774009.187500 Penalty: 4377.113281
	Iteration 51Q: 3 clusters Score -774009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -774009.562500 Penalty: 4377.113281
	Iteration 52Q: 3 clusters Score -774009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -774009.625000 Penalty: 4377.113281
	Iteration 53Q: 3 clusters Score -774009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -774011.500000 Penalty: 4377.113281
	Iteration 54Q: 3 clusters Score -774011.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -774015.000000 Penalty: 4377.113281
	Iteration 55Q: 3 clusters Score -774015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -774017.625000 Penalty: 4377.113281
	Iteration 56Q: 3 clusters Score -774017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -774019.562500 Penalty: 4377.113281
	Iteration 57Q: 3 clusters Score -774019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -774020.875000 Penalty: 4377.113281
	Iteration 58Q: 3 clusters Score -774020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -774021.187500 Penalty: 4377.113281
	Iteration 59Q: 3 clusters Score -774021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -774022.625000 Penalty: 4377.113281
	Iteration 60F: 3 clusters Score -774022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -774027.562500 Penalty: 4377.113281
	Iteration 61Q: 3 clusters Score -774027.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -774029.062500 Penalty: 4377.113281
	Iteration 62Q: 3 clusters Score -774029.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -774032.187500 Penalty: 4377.113281
	Iteration 63Q: 3 clusters Score -774032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -774034.812500 Penalty: 4377.113281
	Iteration 64Q: 3 clusters Score -774034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -774034.562500 Penalty: 4377.113281
	Iteration 65Q: 3 clusters Score -774034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -774034.562500 Penalty: 4377.113281
	Iteration 66F: 3 clusters Score -774034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Entering Unmasked Estep 
Score: -418427.875000 Penalty: 2084.253662
	Iteration 0F: 2 clusters Score -418427.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -414234.375000 Penalty: 4168.507324
	Iteration 0F: 3 clusters Score -414234.4 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -415360.062500 Penalty: 4168.507324
	Iteration 1F: 3 clusters Score -415360.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -415734.687500 Penalty: 4168.507324
	Iteration 2F: 3 clusters Score -415734.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -415992.781250 Penalty: 4168.507324
	Iteration 3F: 3 clusters Score -415992.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -416184.500000 Penalty: 4168.507324
	Iteration 4F: 3 clusters Score -416184.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -416349.968750 Penalty: 4168.507324
	Iteration 5Q: 3 clusters Score -416350 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -416521.562500 Penalty: 4168.507324
	Iteration 6Q: 3 clusters Score -416521.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -416664.468750 Penalty: 4168.507324
	Iteration 7Q: 3 clusters Score -416664.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -416793.531250 Penalty: 4168.507324
	Iteration 8Q: 3 clusters Score -416793.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -416875.781250 Penalty: 4168.507324
	Iteration 9Q: 3 clusters Score -416875.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -416923.093750 Penalty: 4168.507324
	Iteration 10Q: 3 clusters Score -416923.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -416954.562500 Penalty: 4168.507324
	Iteration 11Q: 3 clusters Score -416954.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -416972.812500 Penalty: 4168.507324
	Iteration 12Q: 3 clusters Score -416972.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -416985.375000 Penalty: 4168.507324
	Iteration 13Q: 3 clusters Score -416985.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -416996.812500 Penalty: 4168.507324
	Iteration 14Q: 3 clusters Score -416996.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -417007.062500 Penalty: 4168.507324
	Iteration 15Q: 3 clusters Score -417007.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -417011.750000 Penalty: 4168.507324
	Iteration 16Q: 3 clusters Score -417011.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -417015.656250 Penalty: 4168.507324
	Iteration 17Q: 3 clusters Score -417015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -417017.062500 Penalty: 4168.507324
	Iteration 18Q: 3 clusters Score -417017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -417020.656250 Penalty: 4168.507324
	Iteration 19Q: 3 clusters Score -417020.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -417024.125000 Penalty: 4168.507324
	Iteration 20F: 3 clusters Score -417024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -417026.812500 Penalty: 4168.507324
	Iteration 21Q: 3 clusters Score -417026.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -417029.843750 Penalty: 4168.507324
	Iteration 22Q: 3 clusters Score -417029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -417033.562500 Penalty: 4168.507324
	Iteration 23Q: 3 clusters Score -417033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -417035.281250 Penalty: 4168.507324
	Iteration 24Q: 3 clusters Score -417035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -417037.406250 Penalty: 4168.507324
	Iteration 25Q: 3 clusters Score -417037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -417040.312500 Penalty: 4168.507324
	Iteration 26Q: 3 clusters Score -417040.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -417044.000000 Penalty: 4168.507324
	Iteration 27Q: 3 clusters Score -417044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -417046.687500 Penalty: 4168.507324
	Iteration 28Q: 3 clusters Score -417046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -417047.812500 Penalty: 4168.507324
	Iteration 29Q: 3 clusters Score -417047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -417048.343750 Penalty: 4168.507324
	Iteration 30Q: 3 clusters Score -417048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -417049.687500 Penalty: 4168.507324
	Iteration 31Q: 3 clusters Score -417049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -417050.437500 Penalty: 4168.507324
	Iteration 32Q: 3 clusters Score -417050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -417050.875000 Penalty: 4168.507324
	Iteration 33Q: 3 clusters Score -417050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -417050.187500 Penalty: 4168.507324
	Iteration 34Q: 3 clusters Score -417050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -417050.937500 Penalty: 4168.507324
	Iteration 35Q: 3 clusters Score -417050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -417051.406250 Penalty: 4168.507324
	Iteration 36Q: 3 clusters Score -417051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -417051.062500 Penalty: 4168.507324
	Iteration 37Q: 3 clusters Score -417051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -417052.218750 Penalty: 4168.507324
	Iteration 38Q: 3 clusters Score -417052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -417053.218750 Penalty: 4168.507324
	Iteration 39Q: 3 clusters Score -417053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -417053.812500 Penalty: 4168.507324
	Iteration 40F: 3 clusters Score -417053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -417054.406250 Penalty: 4168.507324
	Iteration 41Q: 3 clusters Score -417054.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -417057.250000 Penalty: 4168.507324
	Iteration 42Q: 3 clusters Score -417057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -417058.500000 Penalty: 4168.507324
	Iteration 43Q: 3 clusters Score -417058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -417061.937500 Penalty: 4168.507324
	Iteration 44Q: 3 clusters Score -417061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -417062.843750 Penalty: 4168.507324
	Iteration 45Q: 3 clusters Score -417062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -417064.000000 Penalty: 4168.507324
	Iteration 46Q: 3 clusters Score -417064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -417065.406250 Penalty: 4168.507324
	Iteration 47Q: 3 clusters Score -417065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -417066.281250 Penalty: 4168.507324
	Iteration 48Q: 3 clusters Score -417066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -417066.281250 Penalty: 4168.507324
	Iteration 49F: 3 clusters Score -417066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -774462.375000 Penalty: 2202.695312
	Iteration 0F: 2 clusters Score -774462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -768634.250000 Penalty: 4405.390625
	Iteration 0F: 3 clusters Score -768634.2 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -770315.500000 Penalty: 4405.390625
	Iteration 1F: 3 clusters Score -770315.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -770757.562500 Penalty: 4405.390625
	Iteration 2F: 3 clusters Score -770757.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -771125.562500 Penalty: 4405.390625
	Iteration 3F: 3 clusters Score -771125.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -771458.562500 Penalty: 4405.390625
	Iteration 4F: 3 clusters Score -771458.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -771789.187500 Penalty: 4405.390625
	Iteration 5F: 3 clusters Score -771789.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -772099.625000 Penalty: 4405.390625
	Iteration 6F: 3 clusters Score -772099.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -772459.562500 Penalty: 4405.390625
	Iteration 7Q: 3 clusters Score -772459.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -772818.187500 Penalty: 4405.390625
	Iteration 8Q: 3 clusters Score -772818.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -773121.937500 Penalty: 4405.390625
	Iteration 9Q: 3 clusters Score -773121.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -773367.937500 Penalty: 4405.390625
	Iteration 10Q: 3 clusters Score -773367.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -773506.437500 Penalty: 4405.390625
	Iteration 11Q: 3 clusters Score -773506.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -773591.437500 Penalty: 4405.390625
	Iteration 12Q: 3 clusters Score -773591.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -773641.750000 Penalty: 4405.390625
	Iteration 13Q: 3 clusters Score -773641.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -773680.812500 Penalty: 4405.390625
	Iteration 14Q: 3 clusters Score -773680.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -773703.187500 Penalty: 4405.390625
	Iteration 15Q: 3 clusters Score -773703.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -773717.812500 Penalty: 4405.390625
	Iteration 16Q: 3 clusters Score -773717.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -773722.687500 Penalty: 4405.390625
	Iteration 17Q: 3 clusters Score -773722.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -773728.500000 Penalty: 4405.390625
	Iteration 18Q: 3 clusters Score -773728.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -773732.312500 Penalty: 4405.390625
	Iteration 19Q: 3 clusters Score -773732.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -773731.562500 Penalty: 4405.390625
	Iteration 20F: 3 clusters Score -773731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -773733.250000 Penalty: 4405.390625
	Iteration 21Q: 3 clusters Score -773733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -773735.812500 Penalty: 4405.390625
	Iteration 22Q: 3 clusters Score -773735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -773736.687500 Penalty: 4405.390625
	Iteration 23Q: 3 clusters Score -773736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -773736.375000 Penalty: 4405.390625
	Iteration 24Q: 3 clusters Score -773736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -773737.562500 Penalty: 4405.390625
	Iteration 25Q: 3 clusters Score -773737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -773738.937500 Penalty: 4405.390625
	Iteration 26Q: 3 clusters Score -773738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -773739.000000 Penalty: 4405.390625
	Iteration 27Q: 3 clusters Score -773739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -773740.062500 Penalty: 4405.390625
	Iteration 28Q: 3 clusters Score -773740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -773739.437500 Penalty: 4405.390625
	Iteration 29Q: 3 clusters Score -773739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -773740.875000 Penalty: 4405.390625
	Iteration 30Q: 3 clusters Score -773740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -773741.125000 Penalty: 4405.390625
	Iteration 31Q: 3 clusters Score -773741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -773742.937500 Penalty: 4405.390625
	Iteration 32Q: 3 clusters Score -773742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -773744.250000 Penalty: 4405.390625
	Iteration 33Q: 3 clusters Score -773744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -773747.187500 Penalty: 4405.390625
	Iteration 34Q: 3 clusters Score -773747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -773746.250000 Penalty: 4405.390625
	Iteration 35Q: 3 clusters Score -773746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -773746.812500 Penalty: 4405.390625
	Iteration 36Q: 3 clusters Score -773746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -773746.437500 Penalty: 4405.390625
	Iteration 37Q: 3 clusters Score -773746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -773746.875000 Penalty: 4405.390625
	Iteration 38Q: 3 clusters Score -773746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -773747.312500 Penalty: 4405.390625
	Iteration 39Q: 3 clusters Score -773747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -773747.937500 Penalty: 4405.390625
	Iteration 40F: 3 clusters Score -773747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Entering Unmasked Estep 
Score: -2807401.500000 Penalty: 2507.505371
	Iteration 0F: 2 clusters Score -2807402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2790401.750000 Penalty: 5015.010742
	Iteration 0F: 3 clusters Score -2790402 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2796218.500000 Penalty: 5015.010742
	Iteration 1F: 3 clusters Score -2796218 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2796651.750000 Penalty: 5015.010742
	Iteration 2F: 3 clusters Score -2796652 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2797023.000000 Penalty: 5015.010742
	Iteration 3Q: 3 clusters Score -2797023 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2797329.250000 Penalty: 5015.010742
	Iteration 4Q: 3 clusters Score -2797329 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2797651.750000 Penalty: 5015.010742
	Iteration 5Q: 3 clusters Score -2797652 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2797981.250000 Penalty: 5015.010742
	Iteration 6Q: 3 clusters Score -2797981 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2798326.250000 Penalty: 5015.010742
	Iteration 7Q: 3 clusters Score -2798326 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2798693.250000 Penalty: 5015.010742
	Iteration 8Q: 3 clusters Score -2798693 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2799043.000000 Penalty: 5015.010742
	Iteration 9Q: 3 clusters Score -2799043 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2799407.500000 Penalty: 5015.010742
	Iteration 10Q: 3 clusters Score -2799408 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2799738.000000 Penalty: 5015.010742
	Iteration 11Q: 3 clusters Score -2799738 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2800075.000000 Penalty: 5015.010742
	Iteration 12Q: 3 clusters Score -2800075 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2800347.250000 Penalty: 5015.010742
	Iteration 13Q: 3 clusters Score -2800347 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2800643.750000 Penalty: 5015.010742
	Iteration 14Q: 3 clusters Score -2800644 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2800990.500000 Penalty: 5015.010742
	Iteration 15Q: 3 clusters Score -2800990 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2801412.750000 Penalty: 5015.010742
	Iteration 16Q: 3 clusters Score -2801413 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2801858.250000 Penalty: 5015.010742
	Iteration 17Q: 3 clusters Score -2801858 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2802420.000000 Penalty: 5015.010742
	Iteration 18Q: 3 clusters Score -2802420 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2803018.750000 Penalty: 5015.010742
	Iteration 19Q: 3 clusters Score -2803019 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2803538.750000 Penalty: 5015.010742
	Iteration 20F: 3 clusters Score -2803539 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2803955.750000 Penalty: 5015.010742
	Iteration 21Q: 3 clusters Score -2803956 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2804294.000000 Penalty: 5015.010742
	Iteration 22Q: 3 clusters Score -2804294 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2804551.750000 Penalty: 5015.010742
	Iteration 23Q: 3 clusters Score -2804552 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2804755.000000 Penalty: 5015.010742
	Iteration 24Q: 3 clusters Score -2804755 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2804914.000000 Penalty: 5015.010742
	Iteration 25Q: 3 clusters Score -2804914 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2805037.750000 Penalty: 5015.010742
	Iteration 26Q: 3 clusters Score -2805038 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2805134.000000 Penalty: 5015.010742
	Iteration 27Q: 3 clusters Score -2805134 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2805210.500000 Penalty: 5015.010742
	Iteration 28Q: 3 clusters Score -2805210 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2805251.750000 Penalty: 5015.010742
	Iteration 29Q: 3 clusters Score -2805252 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2805290.500000 Penalty: 5015.010742
	Iteration 30Q: 3 clusters Score -2805290 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2805321.000000 Penalty: 5015.010742
	Iteration 31Q: 3 clusters Score -2805321 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2805337.500000 Penalty: 5015.010742
	Iteration 32Q: 3 clusters Score -2805338 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2805351.750000 Penalty: 5015.010742
	Iteration 33Q: 3 clusters Score -2805352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2805375.250000 Penalty: 5015.010742
	Iteration 34Q: 3 clusters Score -2805375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2805387.000000 Penalty: 5015.010742
	Iteration 35Q: 3 clusters Score -2805387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2805401.000000 Penalty: 5015.010742
	Iteration 36Q: 3 clusters Score -2805401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2805394.250000 Penalty: 5015.010742
	Iteration 37Q: 3 clusters Score -2805394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2805404.750000 Penalty: 5015.010742
	Iteration 38Q: 3 clusters Score -2805405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2805406.750000 Penalty: 5015.010742
	Iteration 39Q: 3 clusters Score -2805407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2805407.750000 Penalty: 5015.010742
	Iteration 40F: 3 clusters Score -2805408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2805409.000000 Penalty: 5015.010742
	Iteration 41Q: 3 clusters Score -2805409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2805407.000000 Penalty: 5015.010742
	Iteration 42Q: 3 clusters Score -2805407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2805407.000000 Penalty: 5015.010742
	Iteration 43Q: 3 clusters Score -2805407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2805404.000000 Penalty: 5015.010742
	Iteration 44Q: 3 clusters Score -2805404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2805402.000000 Penalty: 5015.010742
	Iteration 45Q: 3 clusters Score -2805402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2805404.250000 Penalty: 5015.010742
	Iteration 46Q: 3 clusters Score -2805404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2805406.750000 Penalty: 5015.010742
	Iteration 47Q: 3 clusters Score -2805407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2805409.500000 Penalty: 5015.010742
	Iteration 48Q: 3 clusters Score -2805410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2805411.000000 Penalty: 5015.010742
	Iteration 49Q: 3 clusters Score -2805411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2805408.500000 Penalty: 5015.010742
	Iteration 50Q: 3 clusters Score -2805408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2805409.750000 Penalty: 5015.010742
	Iteration 51Q: 3 clusters Score -2805410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2805409.750000 Penalty: 5015.010742
	Iteration 52F: 3 clusters Score -2805410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -781254.437500 Penalty: 2214.204102
	Iteration 0F: 2 clusters Score -781254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -775192.312500 Penalty: 4428.408203
	Iteration 0F: 3 clusters Score -775192.3 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -776872.125000 Penalty: 4428.408203
	Iteration 1F: 3 clusters Score -776872.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -777163.000000 Penalty: 4428.408203
	Iteration 2F: 3 clusters Score -777163 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -777396.250000 Penalty: 4428.408203
	Iteration 3F: 3 clusters Score -777396.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -777633.250000 Penalty: 4428.408203
	Iteration 4F: 3 clusters Score -777633.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -777867.375000 Penalty: 4428.408203
	Iteration 5Q: 3 clusters Score -777867.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -778140.500000 Penalty: 4428.408203
	Iteration 6Q: 3 clusters Score -778140.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -778398.562500 Penalty: 4428.408203
	Iteration 7Q: 3 clusters Score -778398.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -778635.812500 Penalty: 4428.408203
	Iteration 8Q: 3 clusters Score -778635.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -778861.812500 Penalty: 4428.408203
	Iteration 9Q: 3 clusters Score -778861.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -779061.687500 Penalty: 4428.408203
	Iteration 10Q: 3 clusters Score -779061.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -779225.875000 Penalty: 4428.408203
	Iteration 11Q: 3 clusters Score -779225.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -779365.000000 Penalty: 4428.408203
	Iteration 12Q: 3 clusters Score -779365 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -779483.125000 Penalty: 4428.408203
	Iteration 13Q: 3 clusters Score -779483.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -779581.375000 Penalty: 4428.408203
	Iteration 14Q: 3 clusters Score -779581.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -779660.437500 Penalty: 4428.408203
	Iteration 15Q: 3 clusters Score -779660.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -779718.187500 Penalty: 4428.408203
	Iteration 16Q: 3 clusters Score -779718.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -779762.937500 Penalty: 4428.408203
	Iteration 17Q: 3 clusters Score -779762.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -779798.937500 Penalty: 4428.408203
	Iteration 18Q: 3 clusters Score -779798.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -779826.187500 Penalty: 4428.408203
	Iteration 19Q: 3 clusters Score -779826.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -779850.437500 Penalty: 4428.408203
	Iteration 20F: 3 clusters Score -779850.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -779876.937500 Penalty: 4428.408203
	Iteration 21Q: 3 clusters Score -779876.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -779897.312500 Penalty: 4428.408203
	Iteration 22Q: 3 clusters Score -779897.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -779913.625000 Penalty: 4428.408203
	Iteration 23Q: 3 clusters Score -779913.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -779927.187500 Penalty: 4428.408203
	Iteration 24Q: 3 clusters Score -779927.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -779946.125000 Penalty: 4428.408203
	Iteration 25Q: 3 clusters Score -779946.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -779966.812500 Penalty: 4428.408203
	Iteration 26Q: 3 clusters Score -779966.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -779982.187500 Penalty: 4428.408203
	Iteration 27Q: 3 clusters Score -779982.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -779997.687500 Penalty: 4428.408203
	Iteration 28Q: 3 clusters Score -779997.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -780012.750000 Penalty: 4428.408203
	Iteration 29Q: 3 clusters Score -780012.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -780029.937500 Penalty: 4428.408203
	Iteration 30Q: 3 clusters Score -780029.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -780045.125000 Penalty: 4428.408203
	Iteration 31Q: 3 clusters Score -780045.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -780058.000000 Penalty: 4428.408203
	Iteration 32Q: 3 clusters Score -780058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -780068.437500 Penalty: 4428.408203
	Iteration 33Q: 3 clusters Score -780068.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -780081.687500 Penalty: 4428.408203
	Iteration 34Q: 3 clusters Score -780081.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -780089.375000 Penalty: 4428.408203
	Iteration 35Q: 3 clusters Score -780089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -780099.125000 Penalty: 4428.408203
	Iteration 36Q: 3 clusters Score -780099.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -780103.687500 Penalty: 4428.408203
	Iteration 37Q: 3 clusters Score -780103.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -780111.250000 Penalty: 4428.408203
	Iteration 38Q: 3 clusters Score -780111.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -780112.750000 Penalty: 4428.408203
	Iteration 39Q: 3 clusters Score -780112.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -780115.187500 Penalty: 4428.408203
	Iteration 40F: 3 clusters Score -780115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -780116.937500 Penalty: 4428.408203
	Iteration 41Q: 3 clusters Score -780116.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -780120.187500 Penalty: 4428.408203
	Iteration 42Q: 3 clusters Score -780120.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -780122.812500 Penalty: 4428.408203
	Iteration 43Q: 3 clusters Score -780122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -780125.812500 Penalty: 4428.408203
	Iteration 44Q: 3 clusters Score -780125.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -780131.812500 Penalty: 4428.408203
	Iteration 45Q: 3 clusters Score -780131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -780131.125000 Penalty: 4428.408203
	Iteration 46Q: 3 clusters Score -780131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -780130.875000 Penalty: 4428.408203
	Iteration 47Q: 3 clusters Score -780130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -780131.562500 Penalty: 4428.408203
	Iteration 48Q: 3 clusters Score -780131.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -780135.812500 Penalty: 4428.408203
	Iteration 49Q: 3 clusters Score -780135.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -780137.812500 Penalty: 4428.408203
	Iteration 50Q: 3 clusters Score -780137.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -780139.000000 Penalty: 4428.408203
	Iteration 51Q: 3 clusters Score -780139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -780138.312500 Penalty: 4428.408203
	Iteration 52Q: 3 clusters Score -780138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -780140.875000 Penalty: 4428.408203
	Iteration 53Q: 3 clusters Score -780140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -780142.437500 Penalty: 4428.408203
	Iteration 54Q: 3 clusters Score -780142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -780143.000000 Penalty: 4428.408203
	Iteration 55Q: 3 clusters Score -780143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -780144.375000 Penalty: 4428.408203
	Iteration 56Q: 3 clusters Score -780144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -780144.250000 Penalty: 4428.408203
	Iteration 57Q: 3 clusters Score -780144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -780144.250000 Penalty: 4428.408203
	Iteration 58F: 3 clusters Score -780144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Entering Unmasked Estep 
Score: -1486867.125000 Penalty: 2366.223877
	Iteration 0F: 2 clusters Score -1486867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1476677.500000 Penalty: 4732.447754
	Iteration 0F: 3 clusters Score -1476678 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1479909.750000 Penalty: 4732.447754
	Iteration 1F: 3 clusters Score -1479910 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1480353.750000 Penalty: 4732.447754
	Iteration 2F: 3 clusters Score -1480354 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1480730.500000 Penalty: 4732.447754
	Iteration 3F: 3 clusters Score -1480730 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1481034.000000 Penalty: 4732.447754
	Iteration 4Q: 3 clusters Score -1481034 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1481306.875000 Penalty: 4732.447754
	Iteration 5Q: 3 clusters Score -1481307 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1481554.500000 Penalty: 4732.447754
	Iteration 6Q: 3 clusters Score -1481554 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1481778.625000 Penalty: 4732.447754
	Iteration 7Q: 3 clusters Score -1481779 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1482006.625000 Penalty: 4732.447754
	Iteration 8Q: 3 clusters Score -1482007 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1482201.125000 Penalty: 4732.447754
	Iteration 9Q: 3 clusters Score -1482201 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1482375.375000 Penalty: 4732.447754
	Iteration 10Q: 3 clusters Score -1482375 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1482575.500000 Penalty: 4732.447754
	Iteration 11Q: 3 clusters Score -1482576 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1482823.625000 Penalty: 4732.447754
	Iteration 12Q: 3 clusters Score -1482824 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1483072.375000 Penalty: 4732.447754
	Iteration 13Q: 3 clusters Score -1483072 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1483320.250000 Penalty: 4732.447754
	Iteration 14Q: 3 clusters Score -1483320 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1483543.875000 Penalty: 4732.447754
	Iteration 15Q: 3 clusters Score -1483544 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1483749.625000 Penalty: 4732.447754
	Iteration 16Q: 3 clusters Score -1483750 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1483970.500000 Penalty: 4732.447754
	Iteration 17Q: 3 clusters Score -1483970 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1484177.625000 Penalty: 4732.447754
	Iteration 18Q: 3 clusters Score -1484178 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1484363.750000 Penalty: 4732.447754
	Iteration 19Q: 3 clusters Score -1484364 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1484535.000000 Penalty: 4732.447754
	Iteration 20F: 3 clusters Score -1484535 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1484684.750000 Penalty: 4732.447754
	Iteration 21Q: 3 clusters Score -1484685 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1484837.750000 Penalty: 4732.447754
	Iteration 22Q: 3 clusters Score -1484838 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1484971.500000 Penalty: 4732.447754
	Iteration 23Q: 3 clusters Score -1484972 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1485103.875000 Penalty: 4732.447754
	Iteration 24Q: 3 clusters Score -1485104 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1485223.875000 Penalty: 4732.447754
	Iteration 25Q: 3 clusters Score -1485224 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1485303.500000 Penalty: 4732.447754
	Iteration 26Q: 3 clusters Score -1485304 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1485368.250000 Penalty: 4732.447754
	Iteration 27Q: 3 clusters Score -1485368 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1485424.250000 Penalty: 4732.447754
	Iteration 28Q: 3 clusters Score -1485424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1485462.625000 Penalty: 4732.447754
	Iteration 29Q: 3 clusters Score -1485463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1485502.000000 Penalty: 4732.447754
	Iteration 30Q: 3 clusters Score -1485502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1485555.750000 Penalty: 4732.447754
	Iteration 31Q: 3 clusters Score -1485556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1485608.125000 Penalty: 4732.447754
	Iteration 32Q: 3 clusters Score -1485608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1485684.000000 Penalty: 4732.447754
	Iteration 33Q: 3 clusters Score -1485684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1485790.625000 Penalty: 4732.447754
	Iteration 34Q: 3 clusters Score -1485791 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1485880.750000 Penalty: 4732.447754
	Iteration 35Q: 3 clusters Score -1485881 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1485929.000000 Penalty: 4732.447754
	Iteration 36Q: 3 clusters Score -1485929 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1485973.000000 Penalty: 4732.447754
	Iteration 37Q: 3 clusters Score -1485973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1485993.625000 Penalty: 4732.447754
	Iteration 38Q: 3 clusters Score -1485994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1486003.875000 Penalty: 4732.447754
	Iteration 39Q: 3 clusters Score -1486004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1486018.125000 Penalty: 4732.447754
	Iteration 40F: 3 clusters Score -1486018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1486024.750000 Penalty: 4732.447754
	Iteration 41Q: 3 clusters Score -1486025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1486026.000000 Penalty: 4732.447754
	Iteration 42Q: 3 clusters Score -1486026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1486032.250000 Penalty: 4732.447754
	Iteration 43Q: 3 clusters Score -1486032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1486038.000000 Penalty: 4732.447754
	Iteration 44Q: 3 clusters Score -1486038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1486040.500000 Penalty: 4732.447754
	Iteration 45Q: 3 clusters Score -1486040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1486043.500000 Penalty: 4732.447754
	Iteration 46Q: 3 clusters Score -1486044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1486048.125000 Penalty: 4732.447754
	Iteration 47Q: 3 clusters Score -1486048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1486048.750000 Penalty: 4732.447754
	Iteration 48Q: 3 clusters Score -1486049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1486052.500000 Penalty: 4732.447754
	Iteration 49Q: 3 clusters Score -1486052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1486056.000000 Penalty: 4732.447754
	Iteration 50Q: 3 clusters Score -1486056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1486054.125000 Penalty: 4732.447754
	Iteration 51Q: 3 clusters Score -1486054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1486053.375000 Penalty: 4732.447754
	Iteration 52Q: 3 clusters Score -1486053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1486054.250000 Penalty: 4732.447754
	Iteration 53Q: 3 clusters Score -1486054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1486056.625000 Penalty: 4732.447754
	Iteration 54Q: 3 clusters Score -1486057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1486056.375000 Penalty: 4732.447754
	Iteration 55Q: 3 clusters Score -1486056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1486056.625000 Penalty: 4732.447754
	Iteration 56Q: 3 clusters Score -1486057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1486056.625000 Penalty: 4732.447754
	Iteration 57F: 3 clusters Score -1486057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (24411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Entering Unmasked Estep 
Score: -2761974.500000 Penalty: 2505.491699
	Iteration 0F: 2 clusters Score -2761974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2745027.250000 Penalty: 5010.983398
	Iteration 0F: 3 clusters Score -2745027 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2751021.750000 Penalty: 5010.983398
	Iteration 1F: 3 clusters Score -2751022 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2751576.250000 Penalty: 5010.983398
	Iteration 2F: 3 clusters Score -2751576 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2752153.750000 Penalty: 5010.983398
	Iteration 3F: 3 clusters Score -2752154 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2752798.000000 Penalty: 5010.983398
	Iteration 4F: 3 clusters Score -2752798 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2753442.750000 Penalty: 5010.983398
	Iteration 5F: 3 clusters Score -2753443 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2754171.750000 Penalty: 5010.983398
	Iteration 6F: 3 clusters Score -2754172 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2754819.750000 Penalty: 5010.983398
	Iteration 7F: 3 clusters Score -2754820 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2755348.500000 Penalty: 5010.983398
	Iteration 8Q: 3 clusters Score -2755348 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2755773.750000 Penalty: 5010.983398
	Iteration 9Q: 3 clusters Score -2755774 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2756083.000000 Penalty: 5010.983398
	Iteration 10Q: 3 clusters Score -2756083 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2756333.750000 Penalty: 5010.983398
	Iteration 11Q: 3 clusters Score -2756334 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2756549.000000 Penalty: 5010.983398
	Iteration 12Q: 3 clusters Score -2756549 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2756758.750000 Penalty: 5010.983398
	Iteration 13Q: 3 clusters Score -2756759 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2756956.500000 Penalty: 5010.983398
	Iteration 14Q: 3 clusters Score -2756956 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2757173.000000 Penalty: 5010.983398
	Iteration 15Q: 3 clusters Score -2757173 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2757433.000000 Penalty: 5010.983398
	Iteration 16Q: 3 clusters Score -2757433 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2757695.500000 Penalty: 5010.983398
	Iteration 17Q: 3 clusters Score -2757696 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2757990.250000 Penalty: 5010.983398
	Iteration 18Q: 3 clusters Score -2757990 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2758266.750000 Penalty: 5010.983398
	Iteration 19Q: 3 clusters Score -2758267 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2758559.750000 Penalty: 5010.983398
	Iteration 20F: 3 clusters Score -2758560 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2758833.500000 Penalty: 5010.983398
	Iteration 21Q: 3 clusters Score -2758834 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2759071.500000 Penalty: 5010.983398
	Iteration 22Q: 3 clusters Score -2759072 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2759272.500000 Penalty: 5010.983398
	Iteration 23Q: 3 clusters Score -2759272 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2759432.250000 Penalty: 5010.983398
	Iteration 24Q: 3 clusters Score -2759432 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2759553.250000 Penalty: 5010.983398
	Iteration 25Q: 3 clusters Score -2759553 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2759640.250000 Penalty: 5010.983398
	Iteration 26Q: 3 clusters Score -2759640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2759693.500000 Penalty: 5010.983398
	Iteration 27Q: 3 clusters Score -2759694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2759721.750000 Penalty: 5010.983398
	Iteration 28Q: 3 clusters Score -2759722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2759760.250000 Penalty: 5010.983398
	Iteration 29Q: 3 clusters Score -2759760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2759778.000000 Penalty: 5010.983398
	Iteration 30Q: 3 clusters Score -2759778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2759797.500000 Penalty: 5010.983398
	Iteration 31Q: 3 clusters Score -2759798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2759814.000000 Penalty: 5010.983398
	Iteration 32Q: 3 clusters Score -2759814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2759832.500000 Penalty: 5010.983398
	Iteration 33Q: 3 clusters Score -2759832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2759845.750000 Penalty: 5010.983398
	Iteration 34Q: 3 clusters Score -2759846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2759854.500000 Penalty: 5010.983398
	Iteration 35Q: 3 clusters Score -2759854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2759859.000000 Penalty: 5010.983398
	Iteration 36Q: 3 clusters Score -2759859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2759864.000000 Penalty: 5010.983398
	Iteration 37Q: 3 clusters Score -2759864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2759866.750000 Penalty: 5010.983398
	Iteration 38Q: 3 clusters Score -2759867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2759864.250000 Penalty: 5010.983398
	Iteration 39Q: 3 clusters Score -2759864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2759863.000000 Penalty: 5010.983398
	Iteration 40F: 3 clusters Score -2759863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2759864.250000 Penalty: 5010.983398
	Iteration 41Q: 3 clusters Score -2759864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2759870.000000 Penalty: 5010.983398
	Iteration 42Q: 3 clusters Score -2759870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2759869.250000 Penalty: 5010.983398
	Iteration 43Q: 3 clusters Score -2759869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2759870.750000 Penalty: 5010.983398
	Iteration 44Q: 3 clusters Score -2759871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2759870.750000 Penalty: 5010.983398
	Iteration 45F: 3 clusters Score -2759871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15268.532227 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15268.53 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 88 members 
Entering Unmasked Estep 
Score: -14179.261719 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14179.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14225.528320 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -14225.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14245.132812 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -14245.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14249.958008 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -14249.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14249.958008 Penalty: 2612.857666
	Iteration 4F: 3 clusters Score -14249.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Entering Unmasked Estep 
Score: -2164861.000000 Penalty: 2438.480469
	Iteration 0F: 2 clusters Score -2164861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2151674.500000 Penalty: 4876.960938
	Iteration 0F: 3 clusters Score -2151674 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2156090.500000 Penalty: 4876.960938
	Iteration 1F: 3 clusters Score -2156090 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2156710.750000 Penalty: 4876.960938
	Iteration 2F: 3 clusters Score -2156711 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2157473.250000 Penalty: 4876.960938
	Iteration 3F: 3 clusters Score -2157473 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2158525.250000 Penalty: 4876.960938
	Iteration 4F: 3 clusters Score -2158525 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2159877.000000 Penalty: 4876.960938
	Iteration 5F: 3 clusters Score -2159877 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2161017.250000 Penalty: 4876.960938
	Iteration 6F: 3 clusters Score -2161017 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2161738.750000 Penalty: 4876.960938
	Iteration 7Q: 3 clusters Score -2161739 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2162156.750000 Penalty: 4876.960938
	Iteration 8Q: 3 clusters Score -2162157 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2162378.500000 Penalty: 4876.960938
	Iteration 9Q: 3 clusters Score -2162378 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2162495.750000 Penalty: 4876.960938
	Iteration 10Q: 3 clusters Score -2162496 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2162570.000000 Penalty: 4876.960938
	Iteration 11Q: 3 clusters Score -2162570 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2162634.000000 Penalty: 4876.960938
	Iteration 12Q: 3 clusters Score -2162634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2162695.500000 Penalty: 4876.960938
	Iteration 13Q: 3 clusters Score -2162696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2162722.500000 Penalty: 4876.960938
	Iteration 14Q: 3 clusters Score -2162722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2162747.750000 Penalty: 4876.960938
	Iteration 15Q: 3 clusters Score -2162748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2162772.500000 Penalty: 4876.960938
	Iteration 16Q: 3 clusters Score -2162772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2162790.250000 Penalty: 4876.960938
	Iteration 17Q: 3 clusters Score -2162790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2162806.000000 Penalty: 4876.960938
	Iteration 18Q: 3 clusters Score -2162806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2162816.750000 Penalty: 4876.960938
	Iteration 19Q: 3 clusters Score -2162817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2162831.250000 Penalty: 4876.960938
	Iteration 20F: 3 clusters Score -2162831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2162843.000000 Penalty: 4876.960938
	Iteration 21Q: 3 clusters Score -2162843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2162849.500000 Penalty: 4876.960938
	Iteration 22Q: 3 clusters Score -2162850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2162866.500000 Penalty: 4876.960938
	Iteration 23Q: 3 clusters Score -2162866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2162873.250000 Penalty: 4876.960938
	Iteration 24Q: 3 clusters Score -2162873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2162878.750000 Penalty: 4876.960938
	Iteration 25Q: 3 clusters Score -2162879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2162880.250000 Penalty: 4876.960938
	Iteration 26Q: 3 clusters Score -2162880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2162886.500000 Penalty: 4876.960938
	Iteration 27Q: 3 clusters Score -2162886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2162895.750000 Penalty: 4876.960938
	Iteration 28Q: 3 clusters Score -2162896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2162892.500000 Penalty: 4876.960938
	Iteration 29Q: 3 clusters Score -2162892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2162897.750000 Penalty: 4876.960938
	Iteration 30Q: 3 clusters Score -2162898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2162902.000000 Penalty: 4876.960938
	Iteration 31Q: 3 clusters Score -2162902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2162903.000000 Penalty: 4876.960938
	Iteration 32Q: 3 clusters Score -2162903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2162911.250000 Penalty: 4876.960938
	Iteration 33Q: 3 clusters Score -2162911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2162916.500000 Penalty: 4876.960938
	Iteration 34Q: 3 clusters Score -2162916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2162917.500000 Penalty: 4876.960938
	Iteration 35Q: 3 clusters Score -2162918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2162926.000000 Penalty: 4876.960938
	Iteration 36Q: 3 clusters Score -2162926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2162932.250000 Penalty: 4876.960938
	Iteration 37Q: 3 clusters Score -2162932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2162933.500000 Penalty: 4876.960938
	Iteration 38Q: 3 clusters Score -2162934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2162937.250000 Penalty: 4876.960938
	Iteration 39Q: 3 clusters Score -2162937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2162940.000000 Penalty: 4876.960938
	Iteration 40F: 3 clusters Score -2162940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2162943.750000 Penalty: 4876.960938
	Iteration 41Q: 3 clusters Score -2162944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2162949.500000 Penalty: 4876.960938
	Iteration 42Q: 3 clusters Score -2162950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2162949.250000 Penalty: 4876.960938
	Iteration 43Q: 3 clusters Score -2162949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2162952.750000 Penalty: 4876.960938
	Iteration 44Q: 3 clusters Score -2162953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2162950.250000 Penalty: 4876.960938
	Iteration 45Q: 3 clusters Score -2162950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2162950.250000 Penalty: 4876.960938
	Iteration 46F: 3 clusters Score -2162950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -250149.859375 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -250149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -246933.031250 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -246933 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -247943.375000 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -247943.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -248564.843750 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -248564.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -249017.734375 Penalty: 3972.479004
	Iteration 3F: 3 clusters Score -249017.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -249302.687500 Penalty: 3972.479004
	Iteration 4F: 3 clusters Score -249302.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -249500.468750 Penalty: 3972.479004
	Iteration 5F: 3 clusters Score -249500.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -249637.406250 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -249637.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -249761.625000 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -249761.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -249892.343750 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -249892.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -249986.453125 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -249986.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -250042.734375 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -250042.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -250083.937500 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -250083.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -250107.875000 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -250107.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -250121.296875 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -250121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -250123.718750 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -250123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -250128.015625 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -250128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -250131.078125 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -250131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -250140.453125 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -250140.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -250149.546875 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -250149.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -250153.234375 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -250153.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -250161.515625 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -250161.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -250171.718750 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -250171.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -250176.515625 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -250176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -250179.531250 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -250179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -250182.578125 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -250182.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -250185.734375 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -250185.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -250188.437500 Penalty: 3972.479004
	Iteration 26Q: 3 clusters Score -250188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -250193.046875 Penalty: 3972.479004
	Iteration 27Q: 3 clusters Score -250193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -250196.656250 Penalty: 3972.479004
	Iteration 28Q: 3 clusters Score -250196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -250201.890625 Penalty: 3972.479004
	Iteration 29Q: 3 clusters Score -250201.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -250207.203125 Penalty: 3972.479004
	Iteration 30Q: 3 clusters Score -250207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -250215.046875 Penalty: 3972.479004
	Iteration 31Q: 3 clusters Score -250215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -250222.281250 Penalty: 3972.479004
	Iteration 32Q: 3 clusters Score -250222.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -250229.187500 Penalty: 3972.479004
	Iteration 33Q: 3 clusters Score -250229.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -250246.937500 Penalty: 3972.479004
	Iteration 34Q: 3 clusters Score -250246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -250268.359375 Penalty: 3972.479004
	Iteration 35Q: 3 clusters Score -250268.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -250301.640625 Penalty: 3972.479004
	Iteration 36Q: 3 clusters Score -250301.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -250332.234375 Penalty: 3972.479004
	Iteration 37Q: 3 clusters Score -250332.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -250365.984375 Penalty: 3972.479004
	Iteration 38Q: 3 clusters Score -250366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -250384.468750 Penalty: 3972.479004
	Iteration 39Q: 3 clusters Score -250384.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -250394.031250 Penalty: 3972.479004
	Iteration 40F: 3 clusters Score -250394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -250404.343750 Penalty: 3972.479004
	Iteration 41Q: 3 clusters Score -250404.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -250411.812500 Penalty: 3972.479004
	Iteration 42Q: 3 clusters Score -250411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -250416.750000 Penalty: 3972.479004
	Iteration 43Q: 3 clusters Score -250416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -250420.546875 Penalty: 3972.479004
	Iteration 44Q: 3 clusters Score -250420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -250426.609375 Penalty: 3972.479004
	Iteration 45Q: 3 clusters Score -250426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -250431.906250 Penalty: 3972.479004
	Iteration 46Q: 3 clusters Score -250431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -250433.250000 Penalty: 3972.479004
	Iteration 47Q: 3 clusters Score -250433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -250433.875000 Penalty: 3972.479004
	Iteration 48Q: 3 clusters Score -250433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -250433.875000 Penalty: 3972.479004
	Iteration 49F: 3 clusters Score -250433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8863 members 
Mstep: Class 66 contains 2135 members 
Entering Unmasked Estep 
Score: -139290592.000000 Penalty: 230321.296875
Splitting cluster 55 changes total score from -139291792.000000 to -139290592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -521418.218750 Penalty: 2105.169922
	Iteration 0F: 2 clusters Score -521418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -516954.093750 Penalty: 4210.339844
	Iteration 0F: 3 clusters Score -516954.1 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -517993.875000 Penalty: 4210.339844
	Iteration 1F: 3 clusters Score -517993.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -518206.937500 Penalty: 4210.339844
	Iteration 2F: 3 clusters Score -518206.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -518361.562500 Penalty: 4210.339844
	Iteration 3Q: 3 clusters Score -518361.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -518506.562500 Penalty: 4210.339844
	Iteration 4Q: 3 clusters Score -518506.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -518637.656250 Penalty: 4210.339844
	Iteration 5Q: 3 clusters Score -518637.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -518751.812500 Penalty: 4210.339844
	Iteration 6Q: 3 clusters Score -518751.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -518873.125000 Penalty: 4210.339844
	Iteration 7Q: 3 clusters Score -518873.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -518991.406250 Penalty: 4210.339844
	Iteration 8Q: 3 clusters Score -518991.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -519122.968750 Penalty: 4210.339844
	Iteration 9Q: 3 clusters Score -519123 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -519252.281250 Penalty: 4210.339844
	Iteration 10Q: 3 clusters Score -519252.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -519373.531250 Penalty: 4210.339844
	Iteration 11Q: 3 clusters Score -519373.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -519469.843750 Penalty: 4210.339844
	Iteration 12Q: 3 clusters Score -519469.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -519543.718750 Penalty: 4210.339844
	Iteration 13Q: 3 clusters Score -519543.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -519594.281250 Penalty: 4210.339844
	Iteration 14Q: 3 clusters Score -519594.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -519634.125000 Penalty: 4210.339844
	Iteration 15Q: 3 clusters Score -519634.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -519674.062500 Penalty: 4210.339844
	Iteration 16Q: 3 clusters Score -519674.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -519702.437500 Penalty: 4210.339844
	Iteration 17Q: 3 clusters Score -519702.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -519723.937500 Penalty: 4210.339844
	Iteration 18Q: 3 clusters Score -519723.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -519745.656250 Penalty: 4210.339844
	Iteration 19Q: 3 clusters Score -519745.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -519760.187500 Penalty: 4210.339844
	Iteration 20F: 3 clusters Score -519760.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -519770.312500 Penalty: 4210.339844
	Iteration 21Q: 3 clusters Score -519770.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -519779.031250 Penalty: 4210.339844
	Iteration 22Q: 3 clusters Score -519779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -519784.218750 Penalty: 4210.339844
	Iteration 23Q: 3 clusters Score -519784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -519789.812500 Penalty: 4210.339844
	Iteration 24Q: 3 clusters Score -519789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -519795.187500 Penalty: 4210.339844
	Iteration 25Q: 3 clusters Score -519795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -519800.906250 Penalty: 4210.339844
	Iteration 26Q: 3 clusters Score -519800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -519801.875000 Penalty: 4210.339844
	Iteration 27Q: 3 clusters Score -519801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -519805.250000 Penalty: 4210.339844
	Iteration 28Q: 3 clusters Score -519805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -519806.875000 Penalty: 4210.339844
	Iteration 29Q: 3 clusters Score -519806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -519808.218750 Penalty: 4210.339844
	Iteration 30Q: 3 clusters Score -519808.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -519813.750000 Penalty: 4210.339844
	Iteration 31Q: 3 clusters Score -519813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -519816.656250 Penalty: 4210.339844
	Iteration 32Q: 3 clusters Score -519816.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -519820.218750 Penalty: 4210.339844
	Iteration 33Q: 3 clusters Score -519820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -519823.125000 Penalty: 4210.339844
	Iteration 34Q: 3 clusters Score -519823.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -519828.093750 Penalty: 4210.339844
	Iteration 35Q: 3 clusters Score -519828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -519836.406250 Penalty: 4210.339844
	Iteration 36Q: 3 clusters Score -519836.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -519842.406250 Penalty: 4210.339844
	Iteration 37Q: 3 clusters Score -519842.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -519846.781250 Penalty: 4210.339844
	Iteration 38Q: 3 clusters Score -519846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -519851.156250 Penalty: 4210.339844
	Iteration 39Q: 3 clusters Score -519851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -519855.125000 Penalty: 4210.339844
	Iteration 40F: 3 clusters Score -519855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -519860.843750 Penalty: 4210.339844
	Iteration 41Q: 3 clusters Score -519860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -519866.531250 Penalty: 4210.339844
	Iteration 42Q: 3 clusters Score -519866.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -519874.000000 Penalty: 4210.339844
	Iteration 43Q: 3 clusters Score -519874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -519879.031250 Penalty: 4210.339844
	Iteration 44Q: 3 clusters Score -519879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -519882.562500 Penalty: 4210.339844
	Iteration 45Q: 3 clusters Score -519882.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -519887.968750 Penalty: 4210.339844
	Iteration 46Q: 3 clusters Score -519888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -519893.843750 Penalty: 4210.339844
	Iteration 47Q: 3 clusters Score -519893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -519897.812500 Penalty: 4210.339844
	Iteration 48Q: 3 clusters Score -519897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -519899.593750 Penalty: 4210.339844
	Iteration 49Q: 3 clusters Score -519899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -519900.656250 Penalty: 4210.339844
	Iteration 50Q: 3 clusters Score -519900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -519900.593750 Penalty: 4210.339844
	Iteration 51Q: 3 clusters Score -519900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -519901.937500 Penalty: 4210.339844
	Iteration 52Q: 3 clusters Score -519901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -519901.937500 Penalty: 4210.339844
	Iteration 53F: 3 clusters Score -519901.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (26134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Entering Unmasked Estep 
Score: -2987083.250000 Penalty: 2522.406250
	Iteration 0F: 2 clusters Score -2987083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2969145.000000 Penalty: 5044.812500
	Iteration 0F: 3 clusters Score -2969145 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2975372.250000 Penalty: 5044.812500
	Iteration 1F: 3 clusters Score -2975372 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2975807.250000 Penalty: 5044.812500
	Iteration 2Q: 3 clusters Score -2975807 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2976221.500000 Penalty: 5044.812500
	Iteration 3Q: 3 clusters Score -2976222 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2976621.500000 Penalty: 5044.812500
	Iteration 4Q: 3 clusters Score -2976622 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2977087.000000 Penalty: 5044.812500
	Iteration 5Q: 3 clusters Score -2977087 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2977728.750000 Penalty: 5044.812500
	Iteration 6Q: 3 clusters Score -2977729 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2978517.500000 Penalty: 5044.812500
	Iteration 7F: 3 clusters Score -2978518 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2979518.750000 Penalty: 5044.812500
	Iteration 8F: 3 clusters Score -2979519 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2980753.750000 Penalty: 5044.812500
	Iteration 9F: 3 clusters Score -2980754 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2982127.750000 Penalty: 5044.812500
	Iteration 10F: 3 clusters Score -2982128 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2983490.750000 Penalty: 5044.812500
	Iteration 11F: 3 clusters Score -2983491 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2984673.250000 Penalty: 5044.812500
	Iteration 12Q: 3 clusters Score -2984673 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2985441.250000 Penalty: 5044.812500
	Iteration 13Q: 3 clusters Score -2985441 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2985787.500000 Penalty: 5044.812500
	Iteration 14Q: 3 clusters Score -2985788 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2985962.250000 Penalty: 5044.812500
	Iteration 15Q: 3 clusters Score -2985962 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2986044.750000 Penalty: 5044.812500
	Iteration 16Q: 3 clusters Score -2986045 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2986113.250000 Penalty: 5044.812500
	Iteration 17Q: 3 clusters Score -2986113 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2986143.500000 Penalty: 5044.812500
	Iteration 18Q: 3 clusters Score -2986144 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2986199.250000 Penalty: 5044.812500
	Iteration 19Q: 3 clusters Score -2986199 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2986241.000000 Penalty: 5044.812500
	Iteration 20F: 3 clusters Score -2986241 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2986281.250000 Penalty: 5044.812500
	Iteration 21Q: 3 clusters Score -2986281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2986333.000000 Penalty: 5044.812500
	Iteration 22Q: 3 clusters Score -2986333 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2986377.000000 Penalty: 5044.812500
	Iteration 23Q: 3 clusters Score -2986377 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2986455.000000 Penalty: 5044.812500
	Iteration 24Q: 3 clusters Score -2986455 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2986518.000000 Penalty: 5044.812500
	Iteration 25Q: 3 clusters Score -2986518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2986592.000000 Penalty: 5044.812500
	Iteration 26Q: 3 clusters Score -2986592 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2986672.500000 Penalty: 5044.812500
	Iteration 27Q: 3 clusters Score -2986672 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2986763.750000 Penalty: 5044.812500
	Iteration 28Q: 3 clusters Score -2986764 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2986828.000000 Penalty: 5044.812500
	Iteration 29Q: 3 clusters Score -2986828 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2986897.750000 Penalty: 5044.812500
	Iteration 30Q: 3 clusters Score -2986898 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2986949.500000 Penalty: 5044.812500
	Iteration 31Q: 3 clusters Score -2986950 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2986990.250000 Penalty: 5044.812500
	Iteration 32Q: 3 clusters Score -2986990 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2987025.750000 Penalty: 5044.812500
	Iteration 33Q: 3 clusters Score -2987026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2987043.250000 Penalty: 5044.812500
	Iteration 34Q: 3 clusters Score -2987043 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2987050.500000 Penalty: 5044.812500
	Iteration 35Q: 3 clusters Score -2987050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2987055.750000 Penalty: 5044.812500
	Iteration 36Q: 3 clusters Score -2987056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2987060.750000 Penalty: 5044.812500
	Iteration 37Q: 3 clusters Score -2987061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2987074.500000 Penalty: 5044.812500
	Iteration 38Q: 3 clusters Score -2987074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2987079.250000 Penalty: 5044.812500
	Iteration 39Q: 3 clusters Score -2987079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2987090.750000 Penalty: 5044.812500
	Iteration 40F: 3 clusters Score -2987091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2987092.000000 Penalty: 5044.812500
	Iteration 41Q: 3 clusters Score -2987092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2987080.750000 Penalty: 5044.812500
	Iteration 42Q: 3 clusters Score -2987081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2987090.250000 Penalty: 5044.812500
	Iteration 43Q: 3 clusters Score -2987090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2987094.500000 Penalty: 5044.812500
	Iteration 44Q: 3 clusters Score -2987094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2987095.500000 Penalty: 5044.812500
	Iteration 45Q: 3 clusters Score -2987096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2987099.750000 Penalty: 5044.812500
	Iteration 46Q: 3 clusters Score -2987100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2987093.750000 Penalty: 5044.812500
	Iteration 47Q: 3 clusters Score -2987094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2987096.750000 Penalty: 5044.812500
	Iteration 48Q: 3 clusters Score -2987097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2987094.500000 Penalty: 5044.812500
	Iteration 49Q: 3 clusters Score -2987094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2987091.250000 Penalty: 5044.812500
	Iteration 50Q: 3 clusters Score -2987091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2987096.000000 Penalty: 5044.812500
	Iteration 51Q: 3 clusters Score -2987096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2987096.000000 Penalty: 5044.812500
	Iteration 52Q: 3 clusters Score -2987096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2987098.000000 Penalty: 5044.812500
	Iteration 53Q: 3 clusters Score -2987098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2987095.750000 Penalty: 5044.812500
	Iteration 54Q: 3 clusters Score -2987096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2987099.500000 Penalty: 5044.812500
	Iteration 55Q: 3 clusters Score -2987100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2987097.750000 Penalty: 5044.812500
	Iteration 56Q: 3 clusters Score -2987098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2987090.250000 Penalty: 5044.812500
	Iteration 57Q: 3 clusters Score -2987090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2987095.500000 Penalty: 5044.812500
	Iteration 58Q: 3 clusters Score -2987096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2987095.500000 Penalty: 5044.812500
	Iteration 59F: 3 clusters Score -2987096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 14599 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8863 members 
Mstep: Class 66 contains 11535 members 
Entering Unmasked Estep 
Score: -139290608.000000 Penalty: 230321.296875
Splitting cluster 57 changes total score from -139291792.000000 to -139290608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -169519.218750 Penalty: 1857.096802
	Iteration 0F: 2 clusters Score -169519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -167045.734375 Penalty: 3714.193604
	Iteration 0F: 3 clusters Score -167045.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -167536.062500 Penalty: 3714.193604
	Iteration 1F: 3 clusters Score -167536.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -167728.062500 Penalty: 3714.193604
	Iteration 2F: 3 clusters Score -167728.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -167891.875000 Penalty: 3714.193604
	Iteration 3F: 3 clusters Score -167891.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -168056.937500 Penalty: 3714.193604
	Iteration 4F: 3 clusters Score -168056.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -168205.484375 Penalty: 3714.193604
	Iteration 5F: 3 clusters Score -168205.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -168370.328125 Penalty: 3714.193604
	Iteration 6Q: 3 clusters Score -168370.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -168470.375000 Penalty: 3714.193604
	Iteration 7Q: 3 clusters Score -168470.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168580.593750 Penalty: 3714.193604
	Iteration 8Q: 3 clusters Score -168580.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168664.109375 Penalty: 3714.193604
	Iteration 9Q: 3 clusters Score -168664.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -168736.828125 Penalty: 3714.193604
	Iteration 10Q: 3 clusters Score -168736.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -168794.718750 Penalty: 3714.193604
	Iteration 11Q: 3 clusters Score -168794.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -168848.140625 Penalty: 3714.193604
	Iteration 12Q: 3 clusters Score -168848.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -168877.734375 Penalty: 3714.193604
	Iteration 13Q: 3 clusters Score -168877.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -168902.750000 Penalty: 3714.193604
	Iteration 14Q: 3 clusters Score -168902.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -168914.500000 Penalty: 3714.193604
	Iteration 15Q: 3 clusters Score -168914.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -168934.250000 Penalty: 3714.193604
	Iteration 16Q: 3 clusters Score -168934.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -168966.718750 Penalty: 3714.193604
	Iteration 17Q: 3 clusters Score -168966.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -168975.250000 Penalty: 3714.193604
	Iteration 18Q: 3 clusters Score -168975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -168983.546875 Penalty: 3714.193604
	Iteration 19Q: 3 clusters Score -168983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -168990.890625 Penalty: 3714.193604
	Iteration 20F: 3 clusters Score -168990.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -169001.125000 Penalty: 3714.193604
	Iteration 21Q: 3 clusters Score -169001.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -169010.218750 Penalty: 3714.193604
	Iteration 22Q: 3 clusters Score -169010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -169017.546875 Penalty: 3714.193604
	Iteration 23Q: 3 clusters Score -169017.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -169018.796875 Penalty: 3714.193604
	Iteration 24Q: 3 clusters Score -169018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -169021.468750 Penalty: 3714.193604
	Iteration 25Q: 3 clusters Score -169021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -169022.875000 Penalty: 3714.193604
	Iteration 26Q: 3 clusters Score -169022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -169024.796875 Penalty: 3714.193604
	Iteration 27Q: 3 clusters Score -169024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -169025.484375 Penalty: 3714.193604
	Iteration 28Q: 3 clusters Score -169025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -169028.125000 Penalty: 3714.193604
	Iteration 29Q: 3 clusters Score -169028.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -169028.125000 Penalty: 3714.193604
	Iteration 30F: 3 clusters Score -169028.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -534082.937500 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -534082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -529694.125000 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -529694.1 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -530717.125000 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -530717.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -530961.312500 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -530961.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -531156.000000 Penalty: 4205.621582
	Iteration 3F: 3 clusters Score -531156 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -531344.687500 Penalty: 4205.621582
	Iteration 4Q: 3 clusters Score -531344.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -531506.437500 Penalty: 4205.621582
	Iteration 5Q: 3 clusters Score -531506.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -531612.687500 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -531612.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -531702.687500 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -531702.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -531768.687500 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -531768.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -531823.687500 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -531823.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -531885.000000 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -531885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -531938.187500 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -531938.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -531990.875000 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -531990.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -532029.312500 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -532029.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -532069.687500 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -532069.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -532097.687500 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -532097.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -532129.875000 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -532129.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -532158.375000 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -532158.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -532176.000000 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -532176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -532189.000000 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -532189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -532202.500000 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -532202.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -532226.500000 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -532226.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -532257.312500 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -532257.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -532281.562500 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -532281.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -532307.687500 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -532307.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -532324.812500 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -532324.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -532349.875000 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -532349.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -532375.750000 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -532375.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -532415.187500 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -532415.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -532476.125000 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -532476.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -532532.125000 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -532532.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -532614.187500 Penalty: 4205.621582
	Iteration 31Q: 3 clusters Score -532614.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -532677.687500 Penalty: 4205.621582
	Iteration 32Q: 3 clusters Score -532677.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -532719.250000 Penalty: 4205.621582
	Iteration 33Q: 3 clusters Score -532719.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -532753.125000 Penalty: 4205.621582
	Iteration 34Q: 3 clusters Score -532753.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -532781.750000 Penalty: 4205.621582
	Iteration 35Q: 3 clusters Score -532781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -532796.375000 Penalty: 4205.621582
	Iteration 36Q: 3 clusters Score -532796.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -532803.875000 Penalty: 4205.621582
	Iteration 37Q: 3 clusters Score -532803.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -532813.500000 Penalty: 4205.621582
	Iteration 38Q: 3 clusters Score -532813.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -532826.500000 Penalty: 4205.621582
	Iteration 39Q: 3 clusters Score -532826.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -532838.812500 Penalty: 4205.621582
	Iteration 40F: 3 clusters Score -532838.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -532846.812500 Penalty: 4205.621582
	Iteration 41Q: 3 clusters Score -532846.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -532853.062500 Penalty: 4205.621582
	Iteration 42Q: 3 clusters Score -532853.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -532857.937500 Penalty: 4205.621582
	Iteration 43Q: 3 clusters Score -532857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -532859.687500 Penalty: 4205.621582
	Iteration 44Q: 3 clusters Score -532859.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -532861.750000 Penalty: 4205.621582
	Iteration 45Q: 3 clusters Score -532861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -532864.062500 Penalty: 4205.621582
	Iteration 46Q: 3 clusters Score -532864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -532865.875000 Penalty: 4205.621582
	Iteration 47Q: 3 clusters Score -532865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -532866.125000 Penalty: 4205.621582
	Iteration 48Q: 3 clusters Score -532866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -532867.437500 Penalty: 4205.621582
	Iteration 49Q: 3 clusters Score -532867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -532868.687500 Penalty: 4205.621582
	Iteration 50Q: 3 clusters Score -532868.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -532870.875000 Penalty: 4205.621582
	Iteration 51Q: 3 clusters Score -532870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -532873.312500 Penalty: 4205.621582
	Iteration 52Q: 3 clusters Score -532873.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -532873.937500 Penalty: 4205.621582
	Iteration 53Q: 3 clusters Score -532873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -532872.812500 Penalty: 4205.621582
	Iteration 54Q: 3 clusters Score -532872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -532874.687500 Penalty: 4205.621582
	Iteration 55Q: 3 clusters Score -532874.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -532875.687500 Penalty: 4205.621582
	Iteration 56Q: 3 clusters Score -532875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -532877.250000 Penalty: 4205.621582
	Iteration 57Q: 3 clusters Score -532877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -532877.250000 Penalty: 4205.621582
	Iteration 58F: 3 clusters Score -532877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -745067.687500 Penalty: 2224.950684
	Iteration 0F: 2 clusters Score -745067.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -738719.312500 Penalty: 4449.901367
	Iteration 0F: 3 clusters Score -738719.3 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -740573.375000 Penalty: 4449.901367
	Iteration 1F: 3 clusters Score -740573.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -740977.687500 Penalty: 4449.901367
	Iteration 2F: 3 clusters Score -740977.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -741348.937500 Penalty: 4449.901367
	Iteration 3F: 3 clusters Score -741348.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -741675.312500 Penalty: 4449.901367
	Iteration 4F: 3 clusters Score -741675.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -741992.562500 Penalty: 4449.901367
	Iteration 5F: 3 clusters Score -741992.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -742282.375000 Penalty: 4449.901367
	Iteration 6F: 3 clusters Score -742282.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -742548.250000 Penalty: 4449.901367
	Iteration 7Q: 3 clusters Score -742548.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -742778.375000 Penalty: 4449.901367
	Iteration 8Q: 3 clusters Score -742778.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -742929.625000 Penalty: 4449.901367
	Iteration 9Q: 3 clusters Score -742929.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -743072.750000 Penalty: 4449.901367
	Iteration 10Q: 3 clusters Score -743072.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -743188.812500 Penalty: 4449.901367
	Iteration 11Q: 3 clusters Score -743188.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -743271.875000 Penalty: 4449.901367
	Iteration 12Q: 3 clusters Score -743271.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -743338.687500 Penalty: 4449.901367
	Iteration 13Q: 3 clusters Score -743338.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -743400.625000 Penalty: 4449.901367
	Iteration 14Q: 3 clusters Score -743400.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -743459.750000 Penalty: 4449.901367
	Iteration 15Q: 3 clusters Score -743459.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -743504.500000 Penalty: 4449.901367
	Iteration 16Q: 3 clusters Score -743504.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -743539.187500 Penalty: 4449.901367
	Iteration 17Q: 3 clusters Score -743539.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -743563.437500 Penalty: 4449.901367
	Iteration 18Q: 3 clusters Score -743563.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -743579.437500 Penalty: 4449.901367
	Iteration 19Q: 3 clusters Score -743579.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -743590.312500 Penalty: 4449.901367
	Iteration 20F: 3 clusters Score -743590.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -743600.187500 Penalty: 4449.901367
	Iteration 21Q: 3 clusters Score -743600.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -743604.875000 Penalty: 4449.901367
	Iteration 22Q: 3 clusters Score -743604.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -743614.125000 Penalty: 4449.901367
	Iteration 23Q: 3 clusters Score -743614.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -743618.750000 Penalty: 4449.901367
	Iteration 24Q: 3 clusters Score -743618.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -743624.312500 Penalty: 4449.901367
	Iteration 25Q: 3 clusters Score -743624.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -743628.250000 Penalty: 4449.901367
	Iteration 26Q: 3 clusters Score -743628.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -743631.500000 Penalty: 4449.901367
	Iteration 27Q: 3 clusters Score -743631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -743633.937500 Penalty: 4449.901367
	Iteration 28Q: 3 clusters Score -743633.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -743637.750000 Penalty: 4449.901367
	Iteration 29Q: 3 clusters Score -743637.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -743640.125000 Penalty: 4449.901367
	Iteration 30Q: 3 clusters Score -743640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -743642.812500 Penalty: 4449.901367
	Iteration 31Q: 3 clusters Score -743642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -743643.562500 Penalty: 4449.901367
	Iteration 32Q: 3 clusters Score -743643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -743644.375000 Penalty: 4449.901367
	Iteration 33Q: 3 clusters Score -743644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -743646.250000 Penalty: 4449.901367
	Iteration 34Q: 3 clusters Score -743646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -743645.500000 Penalty: 4449.901367
	Iteration 35Q: 3 clusters Score -743645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -743650.687500 Penalty: 4449.901367
	Iteration 36Q: 3 clusters Score -743650.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -743650.937500 Penalty: 4449.901367
	Iteration 37Q: 3 clusters Score -743650.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -743653.625000 Penalty: 4449.901367
	Iteration 38Q: 3 clusters Score -743653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -743655.437500 Penalty: 4449.901367
	Iteration 39Q: 3 clusters Score -743655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -743655.437500 Penalty: 4449.901367
	Iteration 40F: 3 clusters Score -743655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (41848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Entering Unmasked Estep 
Score: -4387307.000000 Penalty: 2639.166260
	Iteration 0F: 2 clusters Score -4387307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4358894.000000 Penalty: 5278.332520
	Iteration 0F: 3 clusters Score -4358894 nChanged 19086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4369774.500000 Penalty: 5278.332520
	Iteration 1F: 3 clusters Score -4369774 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -4370841.000000 Penalty: 5278.332520
	Iteration 2F: 3 clusters Score -4370841 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -4372114.000000 Penalty: 5278.332520
	Iteration 3F: 3 clusters Score -4372114 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4373693.000000 Penalty: 5278.332520
	Iteration 4F: 3 clusters Score -4373693 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4375727.000000 Penalty: 5278.332520
	Iteration 5F: 3 clusters Score -4375727 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -4378059.000000 Penalty: 5278.332520
	Iteration 6F: 3 clusters Score -4378059 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4380237.000000 Penalty: 5278.332520
	Iteration 7F: 3 clusters Score -4380237 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -4381913.500000 Penalty: 5278.332520
	Iteration 8Q: 3 clusters Score -4381914 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4383068.500000 Penalty: 5278.332520
	Iteration 9Q: 3 clusters Score -4383068 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4383843.000000 Penalty: 5278.332520
	Iteration 10Q: 3 clusters Score -4383843 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -4384264.500000 Penalty: 5278.332520
	Iteration 11Q: 3 clusters Score -4384264 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4384502.000000 Penalty: 5278.332520
	Iteration 12Q: 3 clusters Score -4384502 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -4384692.000000 Penalty: 5278.332520
	Iteration 13Q: 3 clusters Score -4384692 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4384848.500000 Penalty: 5278.332520
	Iteration 14Q: 3 clusters Score -4384848 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4384969.500000 Penalty: 5278.332520
	Iteration 15Q: 3 clusters Score -4384970 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4385043.500000 Penalty: 5278.332520
	Iteration 16Q: 3 clusters Score -4385044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -4385106.000000 Penalty: 5278.332520
	Iteration 17Q: 3 clusters Score -4385106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4385159.500000 Penalty: 5278.332520
	Iteration 18Q: 3 clusters Score -4385160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -4385203.000000 Penalty: 5278.332520
	Iteration 19Q: 3 clusters Score -4385203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -4385244.000000 Penalty: 5278.332520
	Iteration 20F: 3 clusters Score -4385244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -4385276.500000 Penalty: 5278.332520
	Iteration 21Q: 3 clusters Score -4385276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -4385313.000000 Penalty: 5278.332520
	Iteration 22Q: 3 clusters Score -4385313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -4385335.500000 Penalty: 5278.332520
	Iteration 23Q: 3 clusters Score -4385336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -4385356.000000 Penalty: 5278.332520
	Iteration 24Q: 3 clusters Score -4385356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -4385377.500000 Penalty: 5278.332520
	Iteration 25Q: 3 clusters Score -4385378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -4385397.000000 Penalty: 5278.332520
	Iteration 26Q: 3 clusters Score -4385397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -4385408.500000 Penalty: 5278.332520
	Iteration 27Q: 3 clusters Score -4385408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -4385426.000000 Penalty: 5278.332520
	Iteration 28Q: 3 clusters Score -4385426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -4385446.500000 Penalty: 5278.332520
	Iteration 29Q: 3 clusters Score -4385446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -4385463.500000 Penalty: 5278.332520
	Iteration 30Q: 3 clusters Score -4385464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -4385465.000000 Penalty: 5278.332520
	Iteration 31Q: 3 clusters Score -4385465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -4385477.500000 Penalty: 5278.332520
	Iteration 32Q: 3 clusters Score -4385478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -4385484.500000 Penalty: 5278.332520
	Iteration 33Q: 3 clusters Score -4385484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -4385488.000000 Penalty: 5278.332520
	Iteration 34Q: 3 clusters Score -4385488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -4385493.500000 Penalty: 5278.332520
	Iteration 35Q: 3 clusters Score -4385494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -4385496.000000 Penalty: 5278.332520
	Iteration 36Q: 3 clusters Score -4385496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -4385498.000000 Penalty: 5278.332520
	Iteration 37Q: 3 clusters Score -4385498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -4385499.000000 Penalty: 5278.332520
	Iteration 38Q: 3 clusters Score -4385499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -4385499.500000 Penalty: 5278.332520
	Iteration 39Q: 3 clusters Score -4385500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -4385502.500000 Penalty: 5278.332520
	Iteration 40F: 3 clusters Score -4385502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -4385497.500000 Penalty: 5278.332520
	Iteration 41Q: 3 clusters Score -4385498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -4385498.000000 Penalty: 5278.332520
	Iteration 42Q: 3 clusters Score -4385498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -4385496.000000 Penalty: 5278.332520
	Iteration 43Q: 3 clusters Score -4385496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -4385496.000000 Penalty: 5278.332520
	Iteration 44F: 3 clusters Score -4385496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -52953.058594 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -52953.06 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 266 members 
Entering Unmasked Estep 
Score: -51430.058594 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -51430.06 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51630.468750 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -51630.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51680.914062 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -51680.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51699.933594 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -51699.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51709.671875 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -51709.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51712.574219 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -51712.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51713.871094 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -51713.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51713.871094 Penalty: 3126.099121
	Iteration 7F: 3 clusters Score -51713.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (9716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Entering Unmasked Estep 
Score: -1076859.750000 Penalty: 2277.019287
	Iteration 0F: 2 clusters Score -1076860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1069295.875000 Penalty: 4554.038574
	Iteration 0F: 3 clusters Score -1069296 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1071547.375000 Penalty: 4554.038574
	Iteration 1F: 3 clusters Score -1071547 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1071870.375000 Penalty: 4554.038574
	Iteration 2F: 3 clusters Score -1071870 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1072111.625000 Penalty: 4554.038574
	Iteration 3F: 3 clusters Score -1072112 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1072291.625000 Penalty: 4554.038574
	Iteration 4Q: 3 clusters Score -1072292 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1072440.125000 Penalty: 4554.038574
	Iteration 5Q: 3 clusters Score -1072440 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1072595.750000 Penalty: 4554.038574
	Iteration 6Q: 3 clusters Score -1072596 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1072744.750000 Penalty: 4554.038574
	Iteration 7Q: 3 clusters Score -1072745 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1072864.000000 Penalty: 4554.038574
	Iteration 8Q: 3 clusters Score -1072864 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1072980.250000 Penalty: 4554.038574
	Iteration 9Q: 3 clusters Score -1072980 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1073101.750000 Penalty: 4554.038574
	Iteration 10Q: 3 clusters Score -1073102 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1073250.500000 Penalty: 4554.038574
	Iteration 11Q: 3 clusters Score -1073250 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1073408.875000 Penalty: 4554.038574
	Iteration 12Q: 3 clusters Score -1073409 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1073576.750000 Penalty: 4554.038574
	Iteration 13Q: 3 clusters Score -1073577 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1073793.750000 Penalty: 4554.038574
	Iteration 14Q: 3 clusters Score -1073794 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1074039.125000 Penalty: 4554.038574
	Iteration 15Q: 3 clusters Score -1074039 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1074325.250000 Penalty: 4554.038574
	Iteration 16Q: 3 clusters Score -1074325 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1074666.875000 Penalty: 4554.038574
	Iteration 17Q: 3 clusters Score -1074667 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1075002.000000 Penalty: 4554.038574
	Iteration 18Q: 3 clusters Score -1075002 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1075304.750000 Penalty: 4554.038574
	Iteration 19Q: 3 clusters Score -1075305 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1075542.375000 Penalty: 4554.038574
	Iteration 20F: 3 clusters Score -1075542 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1075684.875000 Penalty: 4554.038574
	Iteration 21Q: 3 clusters Score -1075685 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1075771.875000 Penalty: 4554.038574
	Iteration 22Q: 3 clusters Score -1075772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1075822.625000 Penalty: 4554.038574
	Iteration 23Q: 3 clusters Score -1075823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1075859.750000 Penalty: 4554.038574
	Iteration 24Q: 3 clusters Score -1075860 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1075887.250000 Penalty: 4554.038574
	Iteration 25Q: 3 clusters Score -1075887 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1075905.625000 Penalty: 4554.038574
	Iteration 26Q: 3 clusters Score -1075906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1075914.750000 Penalty: 4554.038574
	Iteration 27Q: 3 clusters Score -1075915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1075918.125000 Penalty: 4554.038574
	Iteration 28Q: 3 clusters Score -1075918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1075920.000000 Penalty: 4554.038574
	Iteration 29Q: 3 clusters Score -1075920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1075925.250000 Penalty: 4554.038574
	Iteration 30Q: 3 clusters Score -1075925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1075925.375000 Penalty: 4554.038574
	Iteration 31Q: 3 clusters Score -1075925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1075927.500000 Penalty: 4554.038574
	Iteration 32Q: 3 clusters Score -1075928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1075931.000000 Penalty: 4554.038574
	Iteration 33Q: 3 clusters Score -1075931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1075930.000000 Penalty: 4554.038574
	Iteration 34Q: 3 clusters Score -1075930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1075930.875000 Penalty: 4554.038574
	Iteration 35Q: 3 clusters Score -1075931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1075930.875000 Penalty: 4554.038574
	Iteration 36Q: 3 clusters Score -1075931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1075930.875000 Penalty: 4554.038574
	Iteration 37F: 3 clusters Score -1075931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (13385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Entering Unmasked Estep 
Score: -1538767.625000 Penalty: 2356.468750
	Iteration 0F: 2 clusters Score -1538768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1528922.125000 Penalty: 4712.937500
	Iteration 0F: 3 clusters Score -1528922 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1532004.500000 Penalty: 4712.937500
	Iteration 1F: 3 clusters Score -1532004 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1532421.000000 Penalty: 4712.937500
	Iteration 2F: 3 clusters Score -1532421 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1532756.625000 Penalty: 4712.937500
	Iteration 3F: 3 clusters Score -1532757 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1533087.375000 Penalty: 4712.937500
	Iteration 4F: 3 clusters Score -1533087 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1533472.000000 Penalty: 4712.937500
	Iteration 5Q: 3 clusters Score -1533472 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1533895.750000 Penalty: 4712.937500
	Iteration 6F: 3 clusters Score -1533896 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1534314.625000 Penalty: 4712.937500
	Iteration 7Q: 3 clusters Score -1534315 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1534741.500000 Penalty: 4712.937500
	Iteration 8Q: 3 clusters Score -1534742 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1535175.250000 Penalty: 4712.937500
	Iteration 9Q: 3 clusters Score -1535175 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1535569.125000 Penalty: 4712.937500
	Iteration 10Q: 3 clusters Score -1535569 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1535904.750000 Penalty: 4712.937500
	Iteration 11Q: 3 clusters Score -1535905 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1536144.875000 Penalty: 4712.937500
	Iteration 12Q: 3 clusters Score -1536145 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1536326.250000 Penalty: 4712.937500
	Iteration 13Q: 3 clusters Score -1536326 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1536461.250000 Penalty: 4712.937500
	Iteration 14Q: 3 clusters Score -1536461 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1536527.375000 Penalty: 4712.937500
	Iteration 15Q: 3 clusters Score -1536527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1536590.500000 Penalty: 4712.937500
	Iteration 16Q: 3 clusters Score -1536590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1536618.750000 Penalty: 4712.937500
	Iteration 17Q: 3 clusters Score -1536619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1536642.125000 Penalty: 4712.937500
	Iteration 18Q: 3 clusters Score -1536642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1536654.750000 Penalty: 4712.937500
	Iteration 19Q: 3 clusters Score -1536655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1536658.500000 Penalty: 4712.937500
	Iteration 20F: 3 clusters Score -1536658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1536663.375000 Penalty: 4712.937500
	Iteration 21Q: 3 clusters Score -1536663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1536667.375000 Penalty: 4712.937500
	Iteration 22Q: 3 clusters Score -1536667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1536677.750000 Penalty: 4712.937500
	Iteration 23Q: 3 clusters Score -1536678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1536688.125000 Penalty: 4712.937500
	Iteration 24Q: 3 clusters Score -1536688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1536695.375000 Penalty: 4712.937500
	Iteration 25Q: 3 clusters Score -1536695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1536700.125000 Penalty: 4712.937500
	Iteration 26Q: 3 clusters Score -1536700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1536705.125000 Penalty: 4712.937500
	Iteration 27Q: 3 clusters Score -1536705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1536711.500000 Penalty: 4712.937500
	Iteration 28Q: 3 clusters Score -1536712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1536711.875000 Penalty: 4712.937500
	Iteration 29Q: 3 clusters Score -1536712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1536712.125000 Penalty: 4712.937500
	Iteration 30Q: 3 clusters Score -1536712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1536715.125000 Penalty: 4712.937500
	Iteration 31Q: 3 clusters Score -1536715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1536715.125000 Penalty: 4712.937500
	Iteration 32F: 3 clusters Score -1536715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (8863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Entering Unmasked Estep 
Score: -955768.187500 Penalty: 2254.230957
	Iteration 0F: 2 clusters Score -955768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -948828.125000 Penalty: 4508.461914
	Iteration 0F: 3 clusters Score -948828.1 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -950760.187500 Penalty: 4508.461914
	Iteration 1F: 3 clusters Score -950760.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -951032.500000 Penalty: 4508.461914
	Iteration 2F: 3 clusters Score -951032.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -951243.000000 Penalty: 4508.461914
	Iteration 3F: 3 clusters Score -951243 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -951421.687500 Penalty: 4508.461914
	Iteration 4Q: 3 clusters Score -951421.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -951581.750000 Penalty: 4508.461914
	Iteration 5Q: 3 clusters Score -951581.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -951740.250000 Penalty: 4508.461914
	Iteration 6Q: 3 clusters Score -951740.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -951915.625000 Penalty: 4508.461914
	Iteration 7Q: 3 clusters Score -951915.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -952064.750000 Penalty: 4508.461914
	Iteration 8Q: 3 clusters Score -952064.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -952229.125000 Penalty: 4508.461914
	Iteration 9Q: 3 clusters Score -952229.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -952396.312500 Penalty: 4508.461914
	Iteration 10Q: 3 clusters Score -952396.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -952581.375000 Penalty: 4508.461914
	Iteration 11Q: 3 clusters Score -952581.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -952768.375000 Penalty: 4508.461914
	Iteration 12Q: 3 clusters Score -952768.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -952948.187500 Penalty: 4508.461914
	Iteration 13Q: 3 clusters Score -952948.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -953112.125000 Penalty: 4508.461914
	Iteration 14Q: 3 clusters Score -953112.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -953234.500000 Penalty: 4508.461914
	Iteration 15Q: 3 clusters Score -953234.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -953333.937500 Penalty: 4508.461914
	Iteration 16Q: 3 clusters Score -953333.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -953421.625000 Penalty: 4508.461914
	Iteration 17Q: 3 clusters Score -953421.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -953479.437500 Penalty: 4508.461914
	Iteration 18Q: 3 clusters Score -953479.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -953535.500000 Penalty: 4508.461914
	Iteration 19Q: 3 clusters Score -953535.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -953564.125000 Penalty: 4508.461914
	Iteration 20F: 3 clusters Score -953564.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -953582.500000 Penalty: 4508.461914
	Iteration 21Q: 3 clusters Score -953582.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -953604.687500 Penalty: 4508.461914
	Iteration 22Q: 3 clusters Score -953604.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -953618.000000 Penalty: 4508.461914
	Iteration 23Q: 3 clusters Score -953618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -953634.812500 Penalty: 4508.461914
	Iteration 24Q: 3 clusters Score -953634.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -953647.437500 Penalty: 4508.461914
	Iteration 25Q: 3 clusters Score -953647.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -953657.062500 Penalty: 4508.461914
	Iteration 26Q: 3 clusters Score -953657.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -953664.062500 Penalty: 4508.461914
	Iteration 27Q: 3 clusters Score -953664.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -953672.875000 Penalty: 4508.461914
	Iteration 28Q: 3 clusters Score -953672.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -953679.125000 Penalty: 4508.461914
	Iteration 29Q: 3 clusters Score -953679.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -953684.500000 Penalty: 4508.461914
	Iteration 30Q: 3 clusters Score -953684.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -953689.437500 Penalty: 4508.461914
	Iteration 31Q: 3 clusters Score -953689.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -953694.375000 Penalty: 4508.461914
	Iteration 32Q: 3 clusters Score -953694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -953697.687500 Penalty: 4508.461914
	Iteration 33Q: 3 clusters Score -953697.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -953700.750000 Penalty: 4508.461914
	Iteration 34Q: 3 clusters Score -953700.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -953702.500000 Penalty: 4508.461914
	Iteration 35Q: 3 clusters Score -953702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -953705.937500 Penalty: 4508.461914
	Iteration 36Q: 3 clusters Score -953705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -953709.937500 Penalty: 4508.461914
	Iteration 37Q: 3 clusters Score -953709.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -953714.812500 Penalty: 4508.461914
	Iteration 38Q: 3 clusters Score -953714.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -953720.062500 Penalty: 4508.461914
	Iteration 39Q: 3 clusters Score -953720.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -953727.250000 Penalty: 4508.461914
	Iteration 40F: 3 clusters Score -953727.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -953735.000000 Penalty: 4508.461914
	Iteration 41Q: 3 clusters Score -953735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -953743.000000 Penalty: 4508.461914
	Iteration 42Q: 3 clusters Score -953743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -953750.437500 Penalty: 4508.461914
	Iteration 43Q: 3 clusters Score -953750.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -953754.937500 Penalty: 4508.461914
	Iteration 44Q: 3 clusters Score -953754.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -953757.312500 Penalty: 4508.461914
	Iteration 45Q: 3 clusters Score -953757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -953760.125000 Penalty: 4508.461914
	Iteration 46Q: 3 clusters Score -953760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -953761.250000 Penalty: 4508.461914
	Iteration 47Q: 3 clusters Score -953761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -953762.562500 Penalty: 4508.461914
	Iteration 48Q: 3 clusters Score -953762.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -953764.562500 Penalty: 4508.461914
	Iteration 49Q: 3 clusters Score -953764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -953767.812500 Penalty: 4508.461914
	Iteration 50Q: 3 clusters Score -953767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -953767.937500 Penalty: 4508.461914
	Iteration 51Q: 3 clusters Score -953767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -953769.000000 Penalty: 4508.461914
	Iteration 52Q: 3 clusters Score -953769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -953770.937500 Penalty: 4508.461914
	Iteration 53Q: 3 clusters Score -953770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -953770.062500 Penalty: 4508.461914
	Iteration 54Q: 3 clusters Score -953770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -953774.125000 Penalty: 4508.461914
	Iteration 55Q: 3 clusters Score -953774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -953772.937500 Penalty: 4508.461914
	Iteration 56Q: 3 clusters Score -953772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -953774.437500 Penalty: 4508.461914
	Iteration 57Q: 3 clusters Score -953774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -953777.125000 Penalty: 4508.461914
	Iteration 58Q: 3 clusters Score -953777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -953777.750000 Penalty: 4508.461914
	Iteration 59Q: 3 clusters Score -953777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -953776.812500 Penalty: 4508.461914
	Iteration 60F: 3 clusters Score -953776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -953778.000000 Penalty: 4508.461914
	Iteration 61Q: 3 clusters Score -953778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -953778.000000 Penalty: 4508.461914
	Iteration 62F: 3 clusters Score -953778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291840.000000 Penalty: 226831.578125
Iteration 439Q: 66 clusters Score -1.392918e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 11750 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8454 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17320 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13922 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3007 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7878 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291744.000000 Penalty: 226831.578125
Iteration 440F: 66 clusters Score -1.392917e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7507 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17306 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13924 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3007 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7877 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291760.000000 Penalty: 226831.578125
Iteration 441Q: 66 clusters Score -1.392918e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11755 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140635 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17296 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13924 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291744.000000 Penalty: 226831.578125
Iteration 442Q: 66 clusters Score -1.392917e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140636 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10316 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17289 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13923 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291712.000000 Penalty: 226831.578125
Iteration 443Q: 66 clusters Score -1.392917e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11757 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140633 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10313 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17287 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291696.000000 Penalty: 226831.578125
Iteration 444Q: 66 clusters Score -1.392917e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11758 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140633 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10311 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17281 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13921 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291776.000000 Penalty: 226831.578125
Iteration 445Q: 66 clusters Score -1.392918e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11760 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140630 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10311 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8456 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17278 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291760.000000 Penalty: 226831.578125
Iteration 446Q: 66 clusters Score -1.392918e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140627 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17276 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291744.000000 Penalty: 226831.578125
Iteration 447Q: 66 clusters Score -1.392917e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140626 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5991 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17276 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291760.000000 Penalty: 226831.578125
Iteration 448Q: 66 clusters Score -1.392918e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8459 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17272 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291776.000000 Penalty: 226831.578125
Iteration 449Q: 66 clusters Score -1.392918e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140629 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17271 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291808.000000 Penalty: 226831.578125
Iteration 450Q: 66 clusters Score -1.392918e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11762 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140629 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10310 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17269 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291792.000000 Penalty: 226831.578125
Iteration 451Q: 66 clusters Score -1.392918e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140630 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10310 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8456 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17268 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291792.000000 Penalty: 226831.578125
Iteration 452Q: 66 clusters Score -1.392918e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140629 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10310 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8456 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17272 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291824.000000 Penalty: 226831.578125
Iteration 453Q: 66 clusters Score -1.392918e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10310 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8456 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17275 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3006 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291776.000000 Penalty: 226831.578125
Iteration 454Q: 66 clusters Score -1.392918e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140626 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10310 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17278 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291744.000000 Penalty: 226831.578125
Iteration 455Q: 66 clusters Score -1.392917e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140627 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17277 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4858 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291728.000000 Penalty: 226831.578125
Iteration 456Q: 66 clusters Score -1.392917e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140627 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17276 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291744.000000 Penalty: 226831.578125
Iteration 457Q: 66 clusters Score -1.392917e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17274 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291728.000000 Penalty: 226831.578125
Iteration 458Q: 66 clusters Score -1.392917e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17274 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291728.000000 Penalty: 226831.578125
Iteration 459F: 66 clusters Score -1.392917e+08 nChanged 0
Entering ConstructFrom: 
Score: -139291728.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (108188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Entering Unmasked Estep 
Score: -12171910.000000 Penalty: 2874.723389
	Iteration 0F: 2 clusters Score -1.217191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -12099919.000000 Penalty: 5749.446777
	Iteration 0F: 3 clusters Score -1.209992e+07 nChanged 51104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -12128801.000000 Penalty: 5749.446777
	Iteration 1F: 3 clusters Score -1.21288e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -12129463.000000 Penalty: 5749.446777
	Iteration 2Q: 3 clusters Score -1.212946e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -12130311.000000 Penalty: 5749.446777
	Iteration 3Q: 3 clusters Score -1.213031e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -12131245.000000 Penalty: 5749.446777
	Iteration 4Q: 3 clusters Score -1.213124e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -12132412.000000 Penalty: 5749.446777
	Iteration 5Q: 3 clusters Score -1.213241e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -12133972.000000 Penalty: 5749.446777
	Iteration 6Q: 3 clusters Score -1.213397e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -12136426.000000 Penalty: 5749.446777
	Iteration 7Q: 3 clusters Score -1.213643e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -12139734.000000 Penalty: 5749.446777
	Iteration 8F: 3 clusters Score -1.213973e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -12144025.000000 Penalty: 5749.446777
	Iteration 9F: 3 clusters Score -1.214402e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -12148839.000000 Penalty: 5749.446777
	Iteration 10F: 3 clusters Score -1.214884e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -12153423.000000 Penalty: 5749.446777
	Iteration 11F: 3 clusters Score -1.215342e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -12157118.000000 Penalty: 5749.446777
	Iteration 12Q: 3 clusters Score -1.215712e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -12159796.000000 Penalty: 5749.446777
	Iteration 13Q: 3 clusters Score -1.21598e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -12161953.000000 Penalty: 5749.446777
	Iteration 14Q: 3 clusters Score -1.216195e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97726 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -12163857.000000 Penalty: 5749.446777
	Iteration 15Q: 3 clusters Score -1.216386e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -12165471.000000 Penalty: 5749.446777
	Iteration 16Q: 3 clusters Score -1.216547e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -12166853.000000 Penalty: 5749.446777
	Iteration 17Q: 3 clusters Score -1.216685e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -12167848.000000 Penalty: 5749.446777
	Iteration 18Q: 3 clusters Score -1.216785e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -12168533.000000 Penalty: 5749.446777
	Iteration 19Q: 3 clusters Score -1.216853e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -12169148.000000 Penalty: 5749.446777
	Iteration 20F: 3 clusters Score -1.216915e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105746 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -12169516.000000 Penalty: 5749.446777
	Iteration 21Q: 3 clusters Score -1.216952e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -12169760.000000 Penalty: 5749.446777
	Iteration 22Q: 3 clusters Score -1.216976e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12169894.000000 Penalty: 5749.446777
	Iteration 23Q: 3 clusters Score -1.216989e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -12170000.000000 Penalty: 5749.446777
	Iteration 24Q: 3 clusters Score -1.217e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12170075.000000 Penalty: 5749.446777
	Iteration 25Q: 3 clusters Score -1.217008e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106625 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12170127.000000 Penalty: 5749.446777
	Iteration 26Q: 3 clusters Score -1.217013e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -12170169.000000 Penalty: 5749.446777
	Iteration 27Q: 3 clusters Score -1.217017e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -12170210.000000 Penalty: 5749.446777
	Iteration 28Q: 3 clusters Score -1.217021e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12170219.000000 Penalty: 5749.446777
	Iteration 29Q: 3 clusters Score -1.217022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -12170211.000000 Penalty: 5749.446777
	Iteration 30Q: 3 clusters Score -1.217021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12170220.000000 Penalty: 5749.446777
	Iteration 31Q: 3 clusters Score -1.217022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12170225.000000 Penalty: 5749.446777
	Iteration 32Q: 3 clusters Score -1.217022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -12170229.000000 Penalty: 5749.446777
	Iteration 33Q: 3 clusters Score -1.217023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106730 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12170227.000000 Penalty: 5749.446777
	Iteration 34Q: 3 clusters Score -1.217023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -12170231.000000 Penalty: 5749.446777
	Iteration 35Q: 3 clusters Score -1.217023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -12170233.000000 Penalty: 5749.446777
	Iteration 36Q: 3 clusters Score -1.217023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12170238.000000 Penalty: 5749.446777
	Iteration 37Q: 3 clusters Score -1.217024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106744 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -12170252.000000 Penalty: 5749.446777
	Iteration 38Q: 3 clusters Score -1.217025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12170244.000000 Penalty: 5749.446777
	Iteration 39Q: 3 clusters Score -1.217024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106755 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12170242.000000 Penalty: 5749.446777
	Iteration 40F: 3 clusters Score -1.217024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12170242.000000 Penalty: 5749.446777
	Iteration 41Q: 3 clusters Score -1.217024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106770 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12170248.000000 Penalty: 5749.446777
	Iteration 42Q: 3 clusters Score -1.217025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12170246.000000 Penalty: 5749.446777
	Iteration 43Q: 3 clusters Score -1.217025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12170245.000000 Penalty: 5749.446777
	Iteration 44Q: 3 clusters Score -1.217024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12170252.000000 Penalty: 5749.446777
	Iteration 45Q: 3 clusters Score -1.217025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12170257.000000 Penalty: 5749.446777
	Iteration 46Q: 3 clusters Score -1.217026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -12170265.000000 Penalty: 5749.446777
	Iteration 47Q: 3 clusters Score -1.217026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -12170265.000000 Penalty: 5749.446777
	Iteration 48Q: 3 clusters Score -1.217026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -12170265.000000 Penalty: 5749.446777
	Iteration 49F: 3 clusters Score -1.217026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Entering Unmasked Estep 
Score: -1544178.750000 Penalty: 2369.831543
	Iteration 0F: 2 clusters Score -1544179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1533838.000000 Penalty: 4739.663086
	Iteration 0F: 3 clusters Score -1533838 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1537210.500000 Penalty: 4739.663086
	Iteration 1F: 3 clusters Score -1537210 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1537720.500000 Penalty: 4739.663086
	Iteration 2F: 3 clusters Score -1537720 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1538193.250000 Penalty: 4739.663086
	Iteration 3F: 3 clusters Score -1538193 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1538614.250000 Penalty: 4739.663086
	Iteration 4F: 3 clusters Score -1538614 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1539074.750000 Penalty: 4739.663086
	Iteration 5F: 3 clusters Score -1539075 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1539583.625000 Penalty: 4739.663086
	Iteration 6F: 3 clusters Score -1539584 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1540296.125000 Penalty: 4739.663086
	Iteration 7F: 3 clusters Score -1540296 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1541133.625000 Penalty: 4739.663086
	Iteration 8F: 3 clusters Score -1541134 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1541905.875000 Penalty: 4739.663086
	Iteration 9F: 3 clusters Score -1541906 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1542559.250000 Penalty: 4739.663086
	Iteration 10F: 3 clusters Score -1542559 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1543020.125000 Penalty: 4739.663086
	Iteration 11Q: 3 clusters Score -1543020 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1543358.250000 Penalty: 4739.663086
	Iteration 12Q: 3 clusters Score -1543358 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1543626.000000 Penalty: 4739.663086
	Iteration 13Q: 3 clusters Score -1543626 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1543835.000000 Penalty: 4739.663086
	Iteration 14Q: 3 clusters Score -1543835 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1543958.000000 Penalty: 4739.663086
	Iteration 15Q: 3 clusters Score -1543958 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1544014.875000 Penalty: 4739.663086
	Iteration 16Q: 3 clusters Score -1544015 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1544045.750000 Penalty: 4739.663086
	Iteration 17Q: 3 clusters Score -1544046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1544057.500000 Penalty: 4739.663086
	Iteration 18Q: 3 clusters Score -1544058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1544071.000000 Penalty: 4739.663086
	Iteration 19Q: 3 clusters Score -1544071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1544073.250000 Penalty: 4739.663086
	Iteration 20F: 3 clusters Score -1544073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1544079.375000 Penalty: 4739.663086
	Iteration 21Q: 3 clusters Score -1544079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1544077.875000 Penalty: 4739.663086
	Iteration 22Q: 3 clusters Score -1544078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1544086.500000 Penalty: 4739.663086
	Iteration 23Q: 3 clusters Score -1544086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1544091.750000 Penalty: 4739.663086
	Iteration 24Q: 3 clusters Score -1544092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1544093.250000 Penalty: 4739.663086
	Iteration 25Q: 3 clusters Score -1544093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1544094.125000 Penalty: 4739.663086
	Iteration 26Q: 3 clusters Score -1544094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1544091.375000 Penalty: 4739.663086
	Iteration 27Q: 3 clusters Score -1544091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1544092.875000 Penalty: 4739.663086
	Iteration 28Q: 3 clusters Score -1544093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1544093.750000 Penalty: 4739.663086
	Iteration 29Q: 3 clusters Score -1544094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1544093.750000 Penalty: 4739.663086
	Iteration 30F: 3 clusters Score -1544094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Entering Unmasked Estep 
Score: -5935295.500000 Penalty: 2693.165283
	Iteration 0F: 2 clusters Score -5935296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -5900023.500000 Penalty: 5386.330566
	Iteration 0F: 3 clusters Score -5900024 nChanged 24283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -5913593.500000 Penalty: 5386.330566
	Iteration 1F: 3 clusters Score -5913594 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -5914191.000000 Penalty: 5386.330566
	Iteration 2Q: 3 clusters Score -5914191 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -5914788.000000 Penalty: 5386.330566
	Iteration 3Q: 3 clusters Score -5914788 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -5915389.500000 Penalty: 5386.330566
	Iteration 4Q: 3 clusters Score -5915390 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -5916070.500000 Penalty: 5386.330566
	Iteration 5Q: 3 clusters Score -5916070 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -5916868.000000 Penalty: 5386.330566
	Iteration 6Q: 3 clusters Score -5916868 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -5917830.000000 Penalty: 5386.330566
	Iteration 7Q: 3 clusters Score -5917830 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -5918881.500000 Penalty: 5386.330566
	Iteration 8Q: 3 clusters Score -5918882 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -5920137.000000 Penalty: 5386.330566
	Iteration 9Q: 3 clusters Score -5920137 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -5921676.500000 Penalty: 5386.330566
	Iteration 10Q: 3 clusters Score -5921676 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -5923289.000000 Penalty: 5386.330566
	Iteration 11Q: 3 clusters Score -5923289 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -5924853.000000 Penalty: 5386.330566
	Iteration 12Q: 3 clusters Score -5924853 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5925909.500000 Penalty: 5386.330566
	Iteration 13Q: 3 clusters Score -5925910 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5926533.000000 Penalty: 5386.330566
	Iteration 14Q: 3 clusters Score -5926533 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -5926896.500000 Penalty: 5386.330566
	Iteration 15Q: 3 clusters Score -5926896 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -5927210.500000 Penalty: 5386.330566
	Iteration 16Q: 3 clusters Score -5927210 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -5927494.500000 Penalty: 5386.330566
	Iteration 17Q: 3 clusters Score -5927494 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -5927759.000000 Penalty: 5386.330566
	Iteration 18Q: 3 clusters Score -5927759 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -5927977.000000 Penalty: 5386.330566
	Iteration 19Q: 3 clusters Score -5927977 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -5928190.500000 Penalty: 5386.330566
	Iteration 20F: 3 clusters Score -5928190 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5928372.000000 Penalty: 5386.330566
	Iteration 21Q: 3 clusters Score -5928372 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -5928567.500000 Penalty: 5386.330566
	Iteration 22Q: 3 clusters Score -5928568 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -5928770.500000 Penalty: 5386.330566
	Iteration 23Q: 3 clusters Score -5928770 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -5928979.500000 Penalty: 5386.330566
	Iteration 24Q: 3 clusters Score -5928980 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -5929193.500000 Penalty: 5386.330566
	Iteration 25Q: 3 clusters Score -5929194 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -5929379.500000 Penalty: 5386.330566
	Iteration 26Q: 3 clusters Score -5929380 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -5929609.000000 Penalty: 5386.330566
	Iteration 27Q: 3 clusters Score -5929609 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -5929785.500000 Penalty: 5386.330566
	Iteration 28Q: 3 clusters Score -5929786 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -5929947.500000 Penalty: 5386.330566
	Iteration 29Q: 3 clusters Score -5929948 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -5930094.000000 Penalty: 5386.330566
	Iteration 30Q: 3 clusters Score -5930094 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -5930274.000000 Penalty: 5386.330566
	Iteration 31Q: 3 clusters Score -5930274 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -5930432.500000 Penalty: 5386.330566
	Iteration 32Q: 3 clusters Score -5930432 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -5930590.000000 Penalty: 5386.330566
	Iteration 33Q: 3 clusters Score -5930590 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -5930699.000000 Penalty: 5386.330566
	Iteration 34Q: 3 clusters Score -5930699 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5930832.000000 Penalty: 5386.330566
	Iteration 35Q: 3 clusters Score -5930832 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -5930929.000000 Penalty: 5386.330566
	Iteration 36Q: 3 clusters Score -5930929 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -5931065.000000 Penalty: 5386.330566
	Iteration 37Q: 3 clusters Score -5931065 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5931201.000000 Penalty: 5386.330566
	Iteration 38Q: 3 clusters Score -5931201 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -5931301.500000 Penalty: 5386.330566
	Iteration 39Q: 3 clusters Score -5931302 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -5931432.500000 Penalty: 5386.330566
	Iteration 40F: 3 clusters Score -5931432 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -5931555.500000 Penalty: 5386.330566
	Iteration 41Q: 3 clusters Score -5931556 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -5931666.500000 Penalty: 5386.330566
	Iteration 42Q: 3 clusters Score -5931666 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5931807.000000 Penalty: 5386.330566
	Iteration 43Q: 3 clusters Score -5931807 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5931909.000000 Penalty: 5386.330566
	Iteration 44Q: 3 clusters Score -5931909 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5932082.500000 Penalty: 5386.330566
	Iteration 45Q: 3 clusters Score -5932082 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5932167.500000 Penalty: 5386.330566
	Iteration 46Q: 3 clusters Score -5932168 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5932291.500000 Penalty: 5386.330566
	Iteration 47Q: 3 clusters Score -5932292 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5932424.000000 Penalty: 5386.330566
	Iteration 48Q: 3 clusters Score -5932424 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5932525.500000 Penalty: 5386.330566
	Iteration 49Q: 3 clusters Score -5932526 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5932615.000000 Penalty: 5386.330566
	Iteration 50Q: 3 clusters Score -5932615 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5932680.500000 Penalty: 5386.330566
	Iteration 51Q: 3 clusters Score -5932680 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5932783.000000 Penalty: 5386.330566
	Iteration 52Q: 3 clusters Score -5932783 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5932853.000000 Penalty: 5386.330566
	Iteration 53Q: 3 clusters Score -5932853 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5932919.500000 Penalty: 5386.330566
	Iteration 54Q: 3 clusters Score -5932920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5932967.500000 Penalty: 5386.330566
	Iteration 55Q: 3 clusters Score -5932968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5933004.500000 Penalty: 5386.330566
	Iteration 56Q: 3 clusters Score -5933004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5933012.000000 Penalty: 5386.330566
	Iteration 57Q: 3 clusters Score -5933012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5933027.500000 Penalty: 5386.330566
	Iteration 58Q: 3 clusters Score -5933028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5933035.500000 Penalty: 5386.330566
	Iteration 59Q: 3 clusters Score -5933036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5933038.000000 Penalty: 5386.330566
	Iteration 60F: 3 clusters Score -5933038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5933044.000000 Penalty: 5386.330566
	Iteration 61Q: 3 clusters Score -5933044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5933052.500000 Penalty: 5386.330566
	Iteration 62Q: 3 clusters Score -5933052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5933056.500000 Penalty: 5386.330566
	Iteration 63Q: 3 clusters Score -5933056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5933065.500000 Penalty: 5386.330566
	Iteration 64Q: 3 clusters Score -5933066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5933067.500000 Penalty: 5386.330566
	Iteration 65Q: 3 clusters Score -5933068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5933077.500000 Penalty: 5386.330566
	Iteration 66Q: 3 clusters Score -5933078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5933085.000000 Penalty: 5386.330566
	Iteration 67Q: 3 clusters Score -5933085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5933092.000000 Penalty: 5386.330566
	Iteration 68Q: 3 clusters Score -5933092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5933092.000000 Penalty: 5386.330566
	Iteration 69Q: 3 clusters Score -5933092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5933098.000000 Penalty: 5386.330566
	Iteration 70Q: 3 clusters Score -5933098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5933095.500000 Penalty: 5386.330566
	Iteration 71Q: 3 clusters Score -5933096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5933105.500000 Penalty: 5386.330566
	Iteration 72Q: 3 clusters Score -5933106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5933106.500000 Penalty: 5386.330566
	Iteration 73Q: 3 clusters Score -5933106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5933110.500000 Penalty: 5386.330566
	Iteration 74Q: 3 clusters Score -5933110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5933113.000000 Penalty: 5386.330566
	Iteration 75Q: 3 clusters Score -5933113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5933116.000000 Penalty: 5386.330566
	Iteration 76Q: 3 clusters Score -5933116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5933108.500000 Penalty: 5386.330566
	Iteration 77Q: 3 clusters Score -5933108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5933121.500000 Penalty: 5386.330566
	Iteration 78Q: 3 clusters Score -5933122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5933121.000000 Penalty: 5386.330566
	Iteration 79Q: 3 clusters Score -5933121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5933120.000000 Penalty: 5386.330566
	Iteration 80F: 3 clusters Score -5933120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5933123.000000 Penalty: 5386.330566
	Iteration 81Q: 3 clusters Score -5933123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5933123.000000 Penalty: 5386.330566
	Iteration 82F: 3 clusters Score -5933123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Entering Unmasked Estep 
Score: -819154.937500 Penalty: 2223.846191
	Iteration 0F: 2 clusters Score -819154.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -812842.562500 Penalty: 4447.692383
	Iteration 0F: 3 clusters Score -812842.6 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -814641.000000 Penalty: 4447.692383
	Iteration 1F: 3 clusters Score -814641 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -814976.250000 Penalty: 4447.692383
	Iteration 2F: 3 clusters Score -814976.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -815190.437500 Penalty: 4447.692383
	Iteration 3F: 3 clusters Score -815190.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -815385.375000 Penalty: 4447.692383
	Iteration 4Q: 3 clusters Score -815385.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -815557.500000 Penalty: 4447.692383
	Iteration 5Q: 3 clusters Score -815557.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -815730.625000 Penalty: 4447.692383
	Iteration 6Q: 3 clusters Score -815730.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -815893.875000 Penalty: 4447.692383
	Iteration 7Q: 3 clusters Score -815893.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -816073.437500 Penalty: 4447.692383
	Iteration 8Q: 3 clusters Score -816073.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -816230.750000 Penalty: 4447.692383
	Iteration 9Q: 3 clusters Score -816230.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -816374.625000 Penalty: 4447.692383
	Iteration 10Q: 3 clusters Score -816374.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -816491.812500 Penalty: 4447.692383
	Iteration 11Q: 3 clusters Score -816491.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -816575.437500 Penalty: 4447.692383
	Iteration 12Q: 3 clusters Score -816575.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -816633.875000 Penalty: 4447.692383
	Iteration 13Q: 3 clusters Score -816633.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -816671.750000 Penalty: 4447.692383
	Iteration 14Q: 3 clusters Score -816671.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -816700.750000 Penalty: 4447.692383
	Iteration 15Q: 3 clusters Score -816700.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -816714.375000 Penalty: 4447.692383
	Iteration 16Q: 3 clusters Score -816714.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -816733.562500 Penalty: 4447.692383
	Iteration 17Q: 3 clusters Score -816733.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -816751.250000 Penalty: 4447.692383
	Iteration 18Q: 3 clusters Score -816751.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -816759.937500 Penalty: 4447.692383
	Iteration 19Q: 3 clusters Score -816759.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -816768.687500 Penalty: 4447.692383
	Iteration 20F: 3 clusters Score -816768.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -816774.250000 Penalty: 4447.692383
	Iteration 21Q: 3 clusters Score -816774.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -816779.687500 Penalty: 4447.692383
	Iteration 22Q: 3 clusters Score -816779.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -816783.875000 Penalty: 4447.692383
	Iteration 23Q: 3 clusters Score -816783.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -816790.562500 Penalty: 4447.692383
	Iteration 24Q: 3 clusters Score -816790.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -816795.687500 Penalty: 4447.692383
	Iteration 25Q: 3 clusters Score -816795.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -816800.625000 Penalty: 4447.692383
	Iteration 26Q: 3 clusters Score -816800.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -816804.812500 Penalty: 4447.692383
	Iteration 27Q: 3 clusters Score -816804.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -816809.750000 Penalty: 4447.692383
	Iteration 28Q: 3 clusters Score -816809.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -816812.687500 Penalty: 4447.692383
	Iteration 29Q: 3 clusters Score -816812.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -816814.375000 Penalty: 4447.692383
	Iteration 30Q: 3 clusters Score -816814.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -816817.625000 Penalty: 4447.692383
	Iteration 31Q: 3 clusters Score -816817.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -816819.187500 Penalty: 4447.692383
	Iteration 32Q: 3 clusters Score -816819.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -816819.312500 Penalty: 4447.692383
	Iteration 33Q: 3 clusters Score -816819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -816821.187500 Penalty: 4447.692383
	Iteration 34Q: 3 clusters Score -816821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -816822.875000 Penalty: 4447.692383
	Iteration 35Q: 3 clusters Score -816822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -816822.125000 Penalty: 4447.692383
	Iteration 36Q: 3 clusters Score -816822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -816821.687500 Penalty: 4447.692383
	Iteration 37Q: 3 clusters Score -816821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -816821.875000 Penalty: 4447.692383
	Iteration 38Q: 3 clusters Score -816821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -816822.500000 Penalty: 4447.692383
	Iteration 39Q: 3 clusters Score -816822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -816822.937500 Penalty: 4447.692383
	Iteration 40F: 3 clusters Score -816822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -816826.000000 Penalty: 4447.692383
	Iteration 41Q: 3 clusters Score -816826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -816825.000000 Penalty: 4447.692383
	Iteration 42Q: 3 clusters Score -816825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -816825.625000 Penalty: 4447.692383
	Iteration 43Q: 3 clusters Score -816825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -816826.375000 Penalty: 4447.692383
	Iteration 44Q: 3 clusters Score -816826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -816827.750000 Penalty: 4447.692383
	Iteration 45Q: 3 clusters Score -816827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -816830.500000 Penalty: 4447.692383
	Iteration 46Q: 3 clusters Score -816830.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -816832.000000 Penalty: 4447.692383
	Iteration 47Q: 3 clusters Score -816832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -816833.437500 Penalty: 4447.692383
	Iteration 48Q: 3 clusters Score -816833.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -816837.937500 Penalty: 4447.692383
	Iteration 49Q: 3 clusters Score -816837.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -816842.875000 Penalty: 4447.692383
	Iteration 50Q: 3 clusters Score -816842.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -816846.062500 Penalty: 4447.692383
	Iteration 51Q: 3 clusters Score -816846.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -816850.375000 Penalty: 4447.692383
	Iteration 52Q: 3 clusters Score -816850.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -816853.187500 Penalty: 4447.692383
	Iteration 53Q: 3 clusters Score -816853.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -816856.125000 Penalty: 4447.692383
	Iteration 54Q: 3 clusters Score -816856.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -816865.437500 Penalty: 4447.692383
	Iteration 55Q: 3 clusters Score -816865.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -816871.250000 Penalty: 4447.692383
	Iteration 56Q: 3 clusters Score -816871.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -816881.562500 Penalty: 4447.692383
	Iteration 57Q: 3 clusters Score -816881.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -816891.812500 Penalty: 4447.692383
	Iteration 58Q: 3 clusters Score -816891.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -816901.250000 Penalty: 4447.692383
	Iteration 59Q: 3 clusters Score -816901.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -816909.500000 Penalty: 4447.692383
	Iteration 60F: 3 clusters Score -816909.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -816920.500000 Penalty: 4447.692383
	Iteration 61Q: 3 clusters Score -816920.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -816925.250000 Penalty: 4447.692383
	Iteration 62Q: 3 clusters Score -816925.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -816935.312500 Penalty: 4447.692383
	Iteration 63Q: 3 clusters Score -816935.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -816943.812500 Penalty: 4447.692383
	Iteration 64Q: 3 clusters Score -816943.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -816950.500000 Penalty: 4447.692383
	Iteration 65Q: 3 clusters Score -816950.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -816956.875000 Penalty: 4447.692383
	Iteration 66Q: 3 clusters Score -816956.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -816959.875000 Penalty: 4447.692383
	Iteration 67Q: 3 clusters Score -816959.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -816961.750000 Penalty: 4447.692383
	Iteration 68Q: 3 clusters Score -816961.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -816969.000000 Penalty: 4447.692383
	Iteration 69Q: 3 clusters Score -816969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -816978.625000 Penalty: 4447.692383
	Iteration 70Q: 3 clusters Score -816978.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -816988.187500 Penalty: 4447.692383
	Iteration 71Q: 3 clusters Score -816988.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -817003.437500 Penalty: 4447.692383
	Iteration 72Q: 3 clusters Score -817003.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -817026.125000 Penalty: 4447.692383
	Iteration 73Q: 3 clusters Score -817026.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -817047.375000 Penalty: 4447.692383
	Iteration 74Q: 3 clusters Score -817047.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -817068.750000 Penalty: 4447.692383
	Iteration 75Q: 3 clusters Score -817068.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -817096.375000 Penalty: 4447.692383
	Iteration 76Q: 3 clusters Score -817096.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -817126.750000 Penalty: 4447.692383
	Iteration 77Q: 3 clusters Score -817126.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -817160.187500 Penalty: 4447.692383
	Iteration 78Q: 3 clusters Score -817160.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -817179.625000 Penalty: 4447.692383
	Iteration 79Q: 3 clusters Score -817179.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -817199.000000 Penalty: 4447.692383
	Iteration 80F: 3 clusters Score -817199 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -817222.562500 Penalty: 4447.692383
	Iteration 81Q: 3 clusters Score -817222.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -817255.875000 Penalty: 4447.692383
	Iteration 82Q: 3 clusters Score -817255.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -817296.875000 Penalty: 4447.692383
	Iteration 83Q: 3 clusters Score -817296.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -817357.750000 Penalty: 4447.692383
	Iteration 84Q: 3 clusters Score -817357.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -817448.625000 Penalty: 4447.692383
	Iteration 85Q: 3 clusters Score -817448.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -817578.062500 Penalty: 4447.692383
	Iteration 86Q: 3 clusters Score -817578.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -817702.812500 Penalty: 4447.692383
	Iteration 87Q: 3 clusters Score -817702.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -817849.250000 Penalty: 4447.692383
	Iteration 88Q: 3 clusters Score -817849.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -817989.375000 Penalty: 4447.692383
	Iteration 89Q: 3 clusters Score -817989.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -818133.875000 Penalty: 4447.692383
	Iteration 90Q: 3 clusters Score -818133.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -818272.500000 Penalty: 4447.692383
	Iteration 91Q: 3 clusters Score -818272.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -818394.250000 Penalty: 4447.692383
	Iteration 92Q: 3 clusters Score -818394.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -818484.500000 Penalty: 4447.692383
	Iteration 93Q: 3 clusters Score -818484.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -818559.437500 Penalty: 4447.692383
	Iteration 94Q: 3 clusters Score -818559.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -818634.375000 Penalty: 4447.692383
	Iteration 95Q: 3 clusters Score -818634.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -818693.062500 Penalty: 4447.692383
	Iteration 96Q: 3 clusters Score -818693.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -818722.687500 Penalty: 4447.692383
	Iteration 97Q: 3 clusters Score -818722.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -818736.875000 Penalty: 4447.692383
	Iteration 98Q: 3 clusters Score -818736.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -818747.375000 Penalty: 4447.692383
	Iteration 99Q: 3 clusters Score -818747.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -818758.625000 Penalty: 4447.692383
	Iteration 100F: 3 clusters Score -818758.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -818765.375000 Penalty: 4447.692383
	Iteration 101Q: 3 clusters Score -818765.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -818770.875000 Penalty: 4447.692383
	Iteration 102Q: 3 clusters Score -818770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -818773.125000 Penalty: 4447.692383
	Iteration 103Q: 3 clusters Score -818773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -818773.875000 Penalty: 4447.692383
	Iteration 104Q: 3 clusters Score -818773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -818772.687500 Penalty: 4447.692383
	Iteration 105Q: 3 clusters Score -818772.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -818772.687500 Penalty: 4447.692383
	Iteration 106F: 3 clusters Score -818772.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -580992.375000 Penalty: 2145.671143
	Iteration 0F: 2 clusters Score -580992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -576089.500000 Penalty: 4291.342285
	Iteration 0F: 3 clusters Score -576089.5 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -577578.812500 Penalty: 4291.342285
	Iteration 1F: 3 clusters Score -577578.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -577954.625000 Penalty: 4291.342285
	Iteration 2F: 3 clusters Score -577954.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -578199.000000 Penalty: 4291.342285
	Iteration 3F: 3 clusters Score -578199 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -578399.625000 Penalty: 4291.342285
	Iteration 4Q: 3 clusters Score -578399.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -578568.250000 Penalty: 4291.342285
	Iteration 5Q: 3 clusters Score -578568.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -578693.125000 Penalty: 4291.342285
	Iteration 6Q: 3 clusters Score -578693.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -578779.812500 Penalty: 4291.342285
	Iteration 7Q: 3 clusters Score -578779.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -578848.250000 Penalty: 4291.342285
	Iteration 8Q: 3 clusters Score -578848.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -578898.687500 Penalty: 4291.342285
	Iteration 9Q: 3 clusters Score -578898.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -578948.250000 Penalty: 4291.342285
	Iteration 10Q: 3 clusters Score -578948.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -579009.500000 Penalty: 4291.342285
	Iteration 11Q: 3 clusters Score -579009.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -579093.312500 Penalty: 4291.342285
	Iteration 12Q: 3 clusters Score -579093.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -579189.000000 Penalty: 4291.342285
	Iteration 13Q: 3 clusters Score -579189 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -579307.437500 Penalty: 4291.342285
	Iteration 14Q: 3 clusters Score -579307.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -579415.500000 Penalty: 4291.342285
	Iteration 15Q: 3 clusters Score -579415.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -579497.562500 Penalty: 4291.342285
	Iteration 16Q: 3 clusters Score -579497.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -579588.000000 Penalty: 4291.342285
	Iteration 17Q: 3 clusters Score -579588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -579675.062500 Penalty: 4291.342285
	Iteration 18Q: 3 clusters Score -579675.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -579757.187500 Penalty: 4291.342285
	Iteration 19Q: 3 clusters Score -579757.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -579833.250000 Penalty: 4291.342285
	Iteration 20F: 3 clusters Score -579833.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -579900.375000 Penalty: 4291.342285
	Iteration 21Q: 3 clusters Score -579900.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -579949.187500 Penalty: 4291.342285
	Iteration 22Q: 3 clusters Score -579949.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -579991.625000 Penalty: 4291.342285
	Iteration 23Q: 3 clusters Score -579991.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -580030.937500 Penalty: 4291.342285
	Iteration 24Q: 3 clusters Score -580030.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -580056.062500 Penalty: 4291.342285
	Iteration 25Q: 3 clusters Score -580056.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -580071.375000 Penalty: 4291.342285
	Iteration 26Q: 3 clusters Score -580071.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -580083.437500 Penalty: 4291.342285
	Iteration 27Q: 3 clusters Score -580083.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -580092.562500 Penalty: 4291.342285
	Iteration 28Q: 3 clusters Score -580092.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -580101.625000 Penalty: 4291.342285
	Iteration 29Q: 3 clusters Score -580101.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -580107.187500 Penalty: 4291.342285
	Iteration 30Q: 3 clusters Score -580107.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -580111.625000 Penalty: 4291.342285
	Iteration 31Q: 3 clusters Score -580111.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -580117.062500 Penalty: 4291.342285
	Iteration 32Q: 3 clusters Score -580117.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -580119.000000 Penalty: 4291.342285
	Iteration 33Q: 3 clusters Score -580119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -580121.125000 Penalty: 4291.342285
	Iteration 34Q: 3 clusters Score -580121.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -580124.125000 Penalty: 4291.342285
	Iteration 35Q: 3 clusters Score -580124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -580127.687500 Penalty: 4291.342285
	Iteration 36Q: 3 clusters Score -580127.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -580129.812500 Penalty: 4291.342285
	Iteration 37Q: 3 clusters Score -580129.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -580130.312500 Penalty: 4291.342285
	Iteration 38Q: 3 clusters Score -580130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -580129.875000 Penalty: 4291.342285
	Iteration 39Q: 3 clusters Score -580129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -580132.187500 Penalty: 4291.342285
	Iteration 40F: 3 clusters Score -580132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -580132.937500 Penalty: 4291.342285
	Iteration 41Q: 3 clusters Score -580132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -580134.125000 Penalty: 4291.342285
	Iteration 42Q: 3 clusters Score -580134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -580135.625000 Penalty: 4291.342285
	Iteration 43Q: 3 clusters Score -580135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -580134.937500 Penalty: 4291.342285
	Iteration 44Q: 3 clusters Score -580134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -580135.687500 Penalty: 4291.342285
	Iteration 45Q: 3 clusters Score -580135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -580135.687500 Penalty: 4291.342285
	Iteration 46F: 3 clusters Score -580135.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Entering Unmasked Estep 
Score: -1248658.750000 Penalty: 2324.433105
	Iteration 0F: 2 clusters Score -1248659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1239951.375000 Penalty: 4648.866211
	Iteration 0F: 3 clusters Score -1239951 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1242665.125000 Penalty: 4648.866211
	Iteration 1F: 3 clusters Score -1242665 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1242997.625000 Penalty: 4648.866211
	Iteration 2F: 3 clusters Score -1242998 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1243248.500000 Penalty: 4648.866211
	Iteration 3Q: 3 clusters Score -1243248 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1243454.250000 Penalty: 4648.866211
	Iteration 4Q: 3 clusters Score -1243454 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1243650.000000 Penalty: 4648.866211
	Iteration 5Q: 3 clusters Score -1243650 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1243823.500000 Penalty: 4648.866211
	Iteration 6Q: 3 clusters Score -1243824 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1243992.375000 Penalty: 4648.866211
	Iteration 7Q: 3 clusters Score -1243992 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1244144.875000 Penalty: 4648.866211
	Iteration 8Q: 3 clusters Score -1244145 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1244311.375000 Penalty: 4648.866211
	Iteration 9Q: 3 clusters Score -1244311 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1244473.875000 Penalty: 4648.866211
	Iteration 10Q: 3 clusters Score -1244474 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1244637.250000 Penalty: 4648.866211
	Iteration 11Q: 3 clusters Score -1244637 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1244785.750000 Penalty: 4648.866211
	Iteration 12Q: 3 clusters Score -1244786 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1244959.375000 Penalty: 4648.866211
	Iteration 13Q: 3 clusters Score -1244959 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1245169.375000 Penalty: 4648.866211
	Iteration 14Q: 3 clusters Score -1245169 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1245377.125000 Penalty: 4648.866211
	Iteration 15Q: 3 clusters Score -1245377 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1245591.625000 Penalty: 4648.866211
	Iteration 16Q: 3 clusters Score -1245592 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1245790.000000 Penalty: 4648.866211
	Iteration 17Q: 3 clusters Score -1245790 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1245963.500000 Penalty: 4648.866211
	Iteration 18Q: 3 clusters Score -1245964 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1246097.625000 Penalty: 4648.866211
	Iteration 19Q: 3 clusters Score -1246098 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1246220.375000 Penalty: 4648.866211
	Iteration 20F: 3 clusters Score -1246220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1246335.625000 Penalty: 4648.866211
	Iteration 21Q: 3 clusters Score -1246336 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1246426.250000 Penalty: 4648.866211
	Iteration 22Q: 3 clusters Score -1246426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1246494.500000 Penalty: 4648.866211
	Iteration 23Q: 3 clusters Score -1246494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1246539.125000 Penalty: 4648.866211
	Iteration 24Q: 3 clusters Score -1246539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1246570.625000 Penalty: 4648.866211
	Iteration 25Q: 3 clusters Score -1246571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1246600.125000 Penalty: 4648.866211
	Iteration 26Q: 3 clusters Score -1246600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1246613.500000 Penalty: 4648.866211
	Iteration 27Q: 3 clusters Score -1246614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1246622.750000 Penalty: 4648.866211
	Iteration 28Q: 3 clusters Score -1246623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1246624.250000 Penalty: 4648.866211
	Iteration 29Q: 3 clusters Score -1246624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1246630.375000 Penalty: 4648.866211
	Iteration 30Q: 3 clusters Score -1246630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1246632.375000 Penalty: 4648.866211
	Iteration 31Q: 3 clusters Score -1246632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1246635.250000 Penalty: 4648.866211
	Iteration 32Q: 3 clusters Score -1246635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1246640.500000 Penalty: 4648.866211
	Iteration 33Q: 3 clusters Score -1246640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1246641.750000 Penalty: 4648.866211
	Iteration 34Q: 3 clusters Score -1246642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1246641.750000 Penalty: 4648.866211
	Iteration 35Q: 3 clusters Score -1246642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1246641.750000 Penalty: 4648.866211
	Iteration 36Q: 3 clusters Score -1246642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1246641.750000 Penalty: 4648.866211
	Iteration 37F: 3 clusters Score -1246642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Entering Unmasked Estep 
Score: -14535037.000000 Penalty: 2918.273926
	Iteration 0F: 2 clusters Score -1.453504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -14448588.000000 Penalty: 5836.547852
	Iteration 0F: 3 clusters Score -1.444859e+07 nChanged 61473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -14483914.000000 Penalty: 5836.547852
	Iteration 1F: 3 clusters Score -1.448391e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -14485257.000000 Penalty: 5836.547852
	Iteration 2Q: 3 clusters Score -1.448526e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 76701 members 
Entering Unmasked Estep 
Score: -14487668.000000 Penalty: 5836.547852
	Iteration 3Q: 3 clusters Score -1.448767e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -14492022.000000 Penalty: 5836.547852
	Iteration 4F: 3 clusters Score -1.449202e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -14498772.000000 Penalty: 5836.547852
	Iteration 5F: 3 clusters Score -1.449877e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -14507676.000000 Penalty: 5836.547852
	Iteration 6F: 3 clusters Score -1.450768e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 112277 members 
Entering Unmasked Estep 
Score: -14516931.000000 Penalty: 5836.547852
	Iteration 7F: 3 clusters Score -1.451693e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -14524558.000000 Penalty: 5836.547852
	Iteration 8F: 3 clusters Score -1.452456e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 124621 members 
Entering Unmasked Estep 
Score: -14528976.000000 Penalty: 5836.547852
	Iteration 9Q: 3 clusters Score -1.452898e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -14530980.000000 Penalty: 5836.547852
	Iteration 10Q: 3 clusters Score -1.453098e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 127754 members 
Entering Unmasked Estep 
Score: -14531866.000000 Penalty: 5836.547852
	Iteration 11Q: 3 clusters Score -1.453187e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 128113 members 
Entering Unmasked Estep 
Score: -14532164.000000 Penalty: 5836.547852
	Iteration 12Q: 3 clusters Score -1.453216e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 128262 members 
Entering Unmasked Estep 
Score: -14532291.000000 Penalty: 5836.547852
	Iteration 13Q: 3 clusters Score -1.453229e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -14532377.000000 Penalty: 5836.547852
	Iteration 14Q: 3 clusters Score -1.453238e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 128377 members 
Entering Unmasked Estep 
Score: -14532443.000000 Penalty: 5836.547852
	Iteration 15Q: 3 clusters Score -1.453244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -14532470.000000 Penalty: 5836.547852
	Iteration 16Q: 3 clusters Score -1.453247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
Score: -14532499.000000 Penalty: 5836.547852
	Iteration 17Q: 3 clusters Score -1.45325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 128416 members 
Entering Unmasked Estep 
Score: -14532513.000000 Penalty: 5836.547852
	Iteration 18Q: 3 clusters Score -1.453251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 128427 members 
Entering Unmasked Estep 
Score: -14532500.000000 Penalty: 5836.547852
	Iteration 19Q: 3 clusters Score -1.45325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 128432 members 
Entering Unmasked Estep 
Score: -14532509.000000 Penalty: 5836.547852
	Iteration 20F: 3 clusters Score -1.453251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -14532526.000000 Penalty: 5836.547852
	Iteration 21Q: 3 clusters Score -1.453253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 128439 members 
Entering Unmasked Estep 
Score: -14532545.000000 Penalty: 5836.547852
	Iteration 22Q: 3 clusters Score -1.453254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 128440 members 
Entering Unmasked Estep 
Score: -14532550.000000 Penalty: 5836.547852
	Iteration 23Q: 3 clusters Score -1.453255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 128441 members 
Entering Unmasked Estep 
Score: -14532556.000000 Penalty: 5836.547852
	Iteration 24Q: 3 clusters Score -1.453256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 128444 members 
Entering Unmasked Estep 
Score: -14532567.000000 Penalty: 5836.547852
	Iteration 25Q: 3 clusters Score -1.453257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 128448 members 
Entering Unmasked Estep 
Score: -14532571.000000 Penalty: 5836.547852
	Iteration 26Q: 3 clusters Score -1.453257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 128449 members 
Entering Unmasked Estep 
Score: -14532569.000000 Penalty: 5836.547852
	Iteration 27Q: 3 clusters Score -1.453257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 128449 members 
Entering Unmasked Estep 
Score: -14532573.000000 Penalty: 5836.547852
	Iteration 28Q: 3 clusters Score -1.453257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 128450 members 
Entering Unmasked Estep 
Score: -14532572.000000 Penalty: 5836.547852
	Iteration 29Q: 3 clusters Score -1.453257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 128450 members 
Entering Unmasked Estep 
Score: -14532572.000000 Penalty: 5836.547852
	Iteration 30F: 3 clusters Score -1.453257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213199 members 
Entering Unmasked Estep 
Score: -24473578.000000 Penalty: 3042.955322
	Iteration 0F: 2 clusters Score -2.447358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -24351296.000000 Penalty: 6085.910645
	Iteration 0F: 3 clusters Score -2.43513e+07 nChanged 102444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -24412992.000000 Penalty: 6085.910645
	Iteration 1F: 3 clusters Score -2.441299e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 123208 members 
Entering Unmasked Estep 
Score: -24416554.000000 Penalty: 6085.910645
	Iteration 2Q: 3 clusters Score -2.441655e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 132481 members 
Entering Unmasked Estep 
Score: -24423086.000000 Penalty: 6085.910645
	Iteration 3F: 3 clusters Score -2.442309e+07 nChanged 15127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 144982 members 
Entering Unmasked Estep 
Score: -24432776.000000 Penalty: 6085.910645
	Iteration 4F: 3 clusters Score -2.443278e+07 nChanged 16993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 159961 members 
Entering Unmasked Estep 
Score: -24444984.000000 Penalty: 6085.910645
	Iteration 5F: 3 clusters Score -2.444498e+07 nChanged 16755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -24454042.000000 Penalty: 6085.910645
	Iteration 6F: 3 clusters Score -2.445404e+07 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 188763 members 
Entering Unmasked Estep 
Score: -24458904.000000 Penalty: 6085.910645
	Iteration 7F: 3 clusters Score -2.44589e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 198498 members 
Entering Unmasked Estep 
Score: -24463076.000000 Penalty: 6085.910645
	Iteration 8Q: 3 clusters Score -2.446308e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 205156 members 
Entering Unmasked Estep 
Score: -24466254.000000 Penalty: 6085.910645
	Iteration 9Q: 3 clusters Score -2.446625e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 209111 members 
Entering Unmasked Estep 
Score: -24468786.000000 Penalty: 6085.910645
	Iteration 10Q: 3 clusters Score -2.446879e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 211146 members 
Entering Unmasked Estep 
Score: -24469912.000000 Penalty: 6085.910645
	Iteration 11Q: 3 clusters Score -2.446991e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 211920 members 
Entering Unmasked Estep 
Score: -24470520.000000 Penalty: 6085.910645
	Iteration 12Q: 3 clusters Score -2.447052e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 212190 members 
Entering Unmasked Estep 
Score: -24470796.000000 Penalty: 6085.910645
	Iteration 13Q: 3 clusters Score -2.44708e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 212305 members 
Entering Unmasked Estep 
Score: -24470914.000000 Penalty: 6085.910645
	Iteration 14Q: 3 clusters Score -2.447091e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 212363 members 
Entering Unmasked Estep 
Score: -24470958.000000 Penalty: 6085.910645
	Iteration 15Q: 3 clusters Score -2.447096e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 212404 members 
Entering Unmasked Estep 
Score: -24471002.000000 Penalty: 6085.910645
	Iteration 16Q: 3 clusters Score -2.4471e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 212440 members 
Entering Unmasked Estep 
Score: -24471044.000000 Penalty: 6085.910645
	Iteration 17Q: 3 clusters Score -2.447104e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 212463 members 
Entering Unmasked Estep 
Score: -24471068.000000 Penalty: 6085.910645
	Iteration 18Q: 3 clusters Score -2.447107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 212470 members 
Entering Unmasked Estep 
Score: -24471102.000000 Penalty: 6085.910645
	Iteration 19Q: 3 clusters Score -2.44711e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 212484 members 
Entering Unmasked Estep 
Score: -24471118.000000 Penalty: 6085.910645
	Iteration 20F: 3 clusters Score -2.447112e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 212501 members 
Entering Unmasked Estep 
Score: -24471122.000000 Penalty: 6085.910645
	Iteration 21Q: 3 clusters Score -2.447112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 212509 members 
Entering Unmasked Estep 
Score: -24471130.000000 Penalty: 6085.910645
	Iteration 22Q: 3 clusters Score -2.447113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 212514 members 
Entering Unmasked Estep 
Score: -24471146.000000 Penalty: 6085.910645
	Iteration 23Q: 3 clusters Score -2.447115e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 212516 members 
Entering Unmasked Estep 
Score: -24471148.000000 Penalty: 6085.910645
	Iteration 24Q: 3 clusters Score -2.447115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 212517 members 
Entering Unmasked Estep 
Score: -24471130.000000 Penalty: 6085.910645
	Iteration 25Q: 3 clusters Score -2.447113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 212519 members 
Entering Unmasked Estep 
Score: -24471148.000000 Penalty: 6085.910645
	Iteration 26Q: 3 clusters Score -2.447115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 212524 members 
Entering Unmasked Estep 
Score: -24471182.000000 Penalty: 6085.910645
	Iteration 27Q: 3 clusters Score -2.447118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 212532 members 
Entering Unmasked Estep 
Score: -24471172.000000 Penalty: 6085.910645
	Iteration 28Q: 3 clusters Score -2.447117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 212540 members 
Entering Unmasked Estep 
Score: -24471174.000000 Penalty: 6085.910645
	Iteration 29Q: 3 clusters Score -2.447117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 212542 members 
Entering Unmasked Estep 
Score: -24471152.000000 Penalty: 6085.910645
	Iteration 30Q: 3 clusters Score -2.447115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 212541 members 
Entering Unmasked Estep 
Score: -24471166.000000 Penalty: 6085.910645
	Iteration 31Q: 3 clusters Score -2.447117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 212545 members 
Entering Unmasked Estep 
Score: -24471192.000000 Penalty: 6085.910645
	Iteration 32Q: 3 clusters Score -2.447119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 212545 members 
Entering Unmasked Estep 
Score: -24471202.000000 Penalty: 6085.910645
	Iteration 33Q: 3 clusters Score -2.44712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 212547 members 
Entering Unmasked Estep 
Score: -24471202.000000 Penalty: 6085.910645
	Iteration 34Q: 3 clusters Score -2.44712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 212549 members 
Entering Unmasked Estep 
Score: -24471206.000000 Penalty: 6085.910645
	Iteration 35Q: 3 clusters Score -2.447121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 212552 members 
Entering Unmasked Estep 
Score: -24471212.000000 Penalty: 6085.910645
	Iteration 36Q: 3 clusters Score -2.447121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 212553 members 
Entering Unmasked Estep 
Score: -24471206.000000 Penalty: 6085.910645
	Iteration 37Q: 3 clusters Score -2.447121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 212555 members 
Entering Unmasked Estep 
Score: -24471204.000000 Penalty: 6085.910645
	Iteration 38Q: 3 clusters Score -2.44712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 212556 members 
Entering Unmasked Estep 
Score: -24471202.000000 Penalty: 6085.910645
	Iteration 39Q: 3 clusters Score -2.44712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -24471188.000000 Penalty: 6085.910645
	Iteration 40F: 3 clusters Score -2.447119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 212561 members 
Entering Unmasked Estep 
Score: -24471202.000000 Penalty: 6085.910645
	Iteration 41Q: 3 clusters Score -2.44712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 212563 members 
Entering Unmasked Estep 
Score: -24471194.000000 Penalty: 6085.910645
	Iteration 42Q: 3 clusters Score -2.447119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 212565 members 
Entering Unmasked Estep 
Score: -24471210.000000 Penalty: 6085.910645
	Iteration 43Q: 3 clusters Score -2.447121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 212564 members 
Entering Unmasked Estep 
Score: -24471214.000000 Penalty: 6085.910645
	Iteration 44Q: 3 clusters Score -2.447121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 212564 members 
Entering Unmasked Estep 
Score: -24471214.000000 Penalty: 6085.910645
	Iteration 45F: 3 clusters Score -2.447121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75235.546875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75235.55 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 357 members 
Entering Unmasked Estep 
Score: -73518.539062 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73518.54 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73751.078125 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -73751.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73812.375000 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -73812.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73844.523438 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -73844.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73872.937500 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -73872.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73896.132812 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -73896.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73915.570312 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -73915.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73926.218750 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -73926.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73926.218750 Penalty: 3267.424805
	Iteration 8F: 3 clusters Score -73926.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -1191639.625000 Penalty: 2301.406738
	Iteration 0F: 2 clusters Score -1191640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1183489.250000 Penalty: 4602.813477
	Iteration 0F: 3 clusters Score -1183489 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1186009.125000 Penalty: 4602.813477
	Iteration 1F: 3 clusters Score -1186009 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1186379.750000 Penalty: 4602.813477
	Iteration 2F: 3 clusters Score -1186380 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1186711.125000 Penalty: 4602.813477
	Iteration 3F: 3 clusters Score -1186711 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1187121.875000 Penalty: 4602.813477
	Iteration 4F: 3 clusters Score -1187122 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1187632.125000 Penalty: 4602.813477
	Iteration 5F: 3 clusters Score -1187632 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1188338.500000 Penalty: 4602.813477
	Iteration 6F: 3 clusters Score -1188338 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1189179.250000 Penalty: 4602.813477
	Iteration 7F: 3 clusters Score -1189179 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1189798.125000 Penalty: 4602.813477
	Iteration 8F: 3 clusters Score -1189798 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1190248.750000 Penalty: 4602.813477
	Iteration 9Q: 3 clusters Score -1190249 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1190595.875000 Penalty: 4602.813477
	Iteration 10Q: 3 clusters Score -1190596 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1190890.625000 Penalty: 4602.813477
	Iteration 11Q: 3 clusters Score -1190891 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1191140.625000 Penalty: 4602.813477
	Iteration 12Q: 3 clusters Score -1191141 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1191299.750000 Penalty: 4602.813477
	Iteration 13Q: 3 clusters Score -1191300 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1191393.375000 Penalty: 4602.813477
	Iteration 14Q: 3 clusters Score -1191393 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1191450.000000 Penalty: 4602.813477
	Iteration 15Q: 3 clusters Score -1191450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1191495.750000 Penalty: 4602.813477
	Iteration 16Q: 3 clusters Score -1191496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1191532.375000 Penalty: 4602.813477
	Iteration 17Q: 3 clusters Score -1191532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1191573.125000 Penalty: 4602.813477
	Iteration 18Q: 3 clusters Score -1191573 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1191615.125000 Penalty: 4602.813477
	Iteration 19Q: 3 clusters Score -1191615 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1191651.875000 Penalty: 4602.813477
	Iteration 20F: 3 clusters Score -1191652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1191687.250000 Penalty: 4602.813477
	Iteration 21Q: 3 clusters Score -1191687 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1191719.625000 Penalty: 4602.813477
	Iteration 22Q: 3 clusters Score -1191720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1191744.250000 Penalty: 4602.813477
	Iteration 23Q: 3 clusters Score -1191744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1191758.750000 Penalty: 4602.813477
	Iteration 24Q: 3 clusters Score -1191759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1191778.625000 Penalty: 4602.813477
	Iteration 25Q: 3 clusters Score -1191779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1191790.625000 Penalty: 4602.813477
	Iteration 26Q: 3 clusters Score -1191791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1191806.000000 Penalty: 4602.813477
	Iteration 27Q: 3 clusters Score -1191806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1191816.500000 Penalty: 4602.813477
	Iteration 28Q: 3 clusters Score -1191816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1191826.625000 Penalty: 4602.813477
	Iteration 29Q: 3 clusters Score -1191827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1191831.875000 Penalty: 4602.813477
	Iteration 30Q: 3 clusters Score -1191832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1191835.625000 Penalty: 4602.813477
	Iteration 31Q: 3 clusters Score -1191836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1191836.875000 Penalty: 4602.813477
	Iteration 32Q: 3 clusters Score -1191837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1191837.875000 Penalty: 4602.813477
	Iteration 33Q: 3 clusters Score -1191838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1191840.000000 Penalty: 4602.813477
	Iteration 34Q: 3 clusters Score -1191840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1191840.875000 Penalty: 4602.813477
	Iteration 35Q: 3 clusters Score -1191841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1191842.000000 Penalty: 4602.813477
	Iteration 36Q: 3 clusters Score -1191842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1191847.125000 Penalty: 4602.813477
	Iteration 37Q: 3 clusters Score -1191847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1191845.750000 Penalty: 4602.813477
	Iteration 38Q: 3 clusters Score -1191846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1191846.625000 Penalty: 4602.813477
	Iteration 39Q: 3 clusters Score -1191847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1191845.500000 Penalty: 4602.813477
	Iteration 40F: 3 clusters Score -1191846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1191846.125000 Penalty: 4602.813477
	Iteration 41Q: 3 clusters Score -1191846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1191846.125000 Penalty: 4602.813477
	Iteration 42F: 3 clusters Score -1191846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 8324 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17274 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Mstep: Class 66 contains 2396 members 
Entering Unmasked Estep 
Score: -139290656.000000 Penalty: 230321.296875
Splitting cluster 10 changes total score from -139291728.000000 to -139290656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (10064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Entering Unmasked Estep 
Score: -1053391.250000 Penalty: 2285.746582
	Iteration 0F: 2 clusters Score -1053391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1045704.375000 Penalty: 4571.493164
	Iteration 0F: 3 clusters Score -1045704 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1048081.687500 Penalty: 4571.493164
	Iteration 1F: 3 clusters Score -1048082 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1048617.500000 Penalty: 4571.493164
	Iteration 2F: 3 clusters Score -1048618 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1049091.375000 Penalty: 4571.493164
	Iteration 3F: 3 clusters Score -1049091 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1049486.375000 Penalty: 4571.493164
	Iteration 4F: 3 clusters Score -1049486 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1049764.125000 Penalty: 4571.493164
	Iteration 5F: 3 clusters Score -1049764 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1049965.125000 Penalty: 4571.493164
	Iteration 6Q: 3 clusters Score -1049965 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1050110.375000 Penalty: 4571.493164
	Iteration 7Q: 3 clusters Score -1050110 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1050231.875000 Penalty: 4571.493164
	Iteration 8Q: 3 clusters Score -1050232 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1050330.875000 Penalty: 4571.493164
	Iteration 9Q: 3 clusters Score -1050331 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1050408.125000 Penalty: 4571.493164
	Iteration 10Q: 3 clusters Score -1050408 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1050480.250000 Penalty: 4571.493164
	Iteration 11Q: 3 clusters Score -1050480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1050558.125000 Penalty: 4571.493164
	Iteration 12Q: 3 clusters Score -1050558 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1050637.125000 Penalty: 4571.493164
	Iteration 13Q: 3 clusters Score -1050637 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1050723.375000 Penalty: 4571.493164
	Iteration 14Q: 3 clusters Score -1050723 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1050801.750000 Penalty: 4571.493164
	Iteration 15Q: 3 clusters Score -1050802 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1050882.250000 Penalty: 4571.493164
	Iteration 16Q: 3 clusters Score -1050882 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1050981.125000 Penalty: 4571.493164
	Iteration 17Q: 3 clusters Score -1050981 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1051071.750000 Penalty: 4571.493164
	Iteration 18Q: 3 clusters Score -1051072 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1051150.750000 Penalty: 4571.493164
	Iteration 19Q: 3 clusters Score -1051151 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1051229.375000 Penalty: 4571.493164
	Iteration 20F: 3 clusters Score -1051229 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1051305.125000 Penalty: 4571.493164
	Iteration 21Q: 3 clusters Score -1051305 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1051390.000000 Penalty: 4571.493164
	Iteration 22Q: 3 clusters Score -1051390 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1051479.750000 Penalty: 4571.493164
	Iteration 23Q: 3 clusters Score -1051480 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1051594.000000 Penalty: 4571.493164
	Iteration 24Q: 3 clusters Score -1051594 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1051745.750000 Penalty: 4571.493164
	Iteration 25Q: 3 clusters Score -1051746 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1051903.125000 Penalty: 4571.493164
	Iteration 26Q: 3 clusters Score -1051903 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1052082.375000 Penalty: 4571.493164
	Iteration 27Q: 3 clusters Score -1052082 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1052319.250000 Penalty: 4571.493164
	Iteration 28Q: 3 clusters Score -1052319 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1052575.500000 Penalty: 4571.493164
	Iteration 29Q: 3 clusters Score -1052576 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1052791.500000 Penalty: 4571.493164
	Iteration 30Q: 3 clusters Score -1052792 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1052988.750000 Penalty: 4571.493164
	Iteration 31Q: 3 clusters Score -1052989 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1053148.625000 Penalty: 4571.493164
	Iteration 32Q: 3 clusters Score -1053149 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1053301.750000 Penalty: 4571.493164
	Iteration 33Q: 3 clusters Score -1053302 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1053422.375000 Penalty: 4571.493164
	Iteration 34Q: 3 clusters Score -1053422 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1053521.375000 Penalty: 4571.493164
	Iteration 35Q: 3 clusters Score -1053521 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1053616.375000 Penalty: 4571.493164
	Iteration 36Q: 3 clusters Score -1053616 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1053689.000000 Penalty: 4571.493164
	Iteration 37Q: 3 clusters Score -1053689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1053738.250000 Penalty: 4571.493164
	Iteration 38Q: 3 clusters Score -1053738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1053777.875000 Penalty: 4571.493164
	Iteration 39Q: 3 clusters Score -1053778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1053887.000000 Penalty: 4571.493164
	Iteration 40F: 3 clusters Score -1053887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1053975.750000 Penalty: 4571.493164
	Iteration 41Q: 3 clusters Score -1053976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1054007.750000 Penalty: 4571.493164
	Iteration 42Q: 3 clusters Score -1054008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1054019.625000 Penalty: 4571.493164
	Iteration 43Q: 3 clusters Score -1054020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1054027.625000 Penalty: 4571.493164
	Iteration 44Q: 3 clusters Score -1054028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1054029.500000 Penalty: 4571.493164
	Iteration 45Q: 3 clusters Score -1054030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1054030.625000 Penalty: 4571.493164
	Iteration 46Q: 3 clusters Score -1054031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1054032.125000 Penalty: 4571.493164
	Iteration 47Q: 3 clusters Score -1054032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1054030.000000 Penalty: 4571.493164
	Iteration 48Q: 3 clusters Score -1054030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1054030.000000 Penalty: 4571.493164
	Iteration 49F: 3 clusters Score -1054030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 4802 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17274 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Mstep: Class 66 contains 5262 members 
Entering Unmasked Estep 
Score: -139291024.000000 Penalty: 230321.296875
Splitting cluster 11 changes total score from -139291728.000000 to -139291024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -1506302.625000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -1506303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1496233.750000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -1496234 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1499592.250000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -1499592 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1500088.375000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -1500088 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1500603.625000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -1500604 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1501186.625000 Penalty: 4722.879395
	Iteration 4F: 3 clusters Score -1501187 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1501868.375000 Penalty: 4722.879395
	Iteration 5F: 3 clusters Score -1501868 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1502603.000000 Penalty: 4722.879395
	Iteration 6F: 3 clusters Score -1502603 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1503255.750000 Penalty: 4722.879395
	Iteration 7F: 3 clusters Score -1503256 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1503825.000000 Penalty: 4722.879395
	Iteration 8Q: 3 clusters Score -1503825 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1504234.000000 Penalty: 4722.879395
	Iteration 9Q: 3 clusters Score -1504234 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1504500.125000 Penalty: 4722.879395
	Iteration 10Q: 3 clusters Score -1504500 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1504691.375000 Penalty: 4722.879395
	Iteration 11Q: 3 clusters Score -1504691 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1504794.750000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -1504795 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1504880.125000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -1504880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1504930.250000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -1504930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1504964.000000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -1504964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1504987.000000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -1504987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1505000.500000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -1505000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1505013.125000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -1505013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1505031.625000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -1505032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1505045.500000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -1505046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1505053.125000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -1505053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1505057.875000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -1505058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1505067.625000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -1505068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1505073.500000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -1505074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1505081.500000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -1505082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1505085.375000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -1505085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1505090.750000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -1505091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1505101.000000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -1505101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1505102.875000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -1505103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1505102.125000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -1505102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1505106.375000 Penalty: 4722.879395
	Iteration 31Q: 3 clusters Score -1505106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1505108.875000 Penalty: 4722.879395
	Iteration 32Q: 3 clusters Score -1505109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1505111.625000 Penalty: 4722.879395
	Iteration 33Q: 3 clusters Score -1505112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1505109.500000 Penalty: 4722.879395
	Iteration 34Q: 3 clusters Score -1505110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1505112.500000 Penalty: 4722.879395
	Iteration 35Q: 3 clusters Score -1505112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1505113.375000 Penalty: 4722.879395
	Iteration 36Q: 3 clusters Score -1505113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1505114.625000 Penalty: 4722.879395
	Iteration 37Q: 3 clusters Score -1505115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1505119.125000 Penalty: 4722.879395
	Iteration 38Q: 3 clusters Score -1505119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1505118.875000 Penalty: 4722.879395
	Iteration 39Q: 3 clusters Score -1505119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1505119.000000 Penalty: 4722.879395
	Iteration 40F: 3 clusters Score -1505119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -396603.906250 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -396603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -392942.875000 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -392942.9 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -393799.000000 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -393799 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -394175.125000 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -394175.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -394618.312500 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -394618.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -395111.062500 Penalty: 4071.546875
	Iteration 4F: 3 clusters Score -395111.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -395578.000000 Penalty: 4071.546875
	Iteration 5F: 3 clusters Score -395578 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -395963.093750 Penalty: 4071.546875
	Iteration 6F: 3 clusters Score -395963.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -396246.875000 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -396246.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -396430.093750 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -396430.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -396493.531250 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -396493.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -396521.406250 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -396521.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -396531.437500 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -396531.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -396539.125000 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -396539.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -396544.812500 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -396544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -396545.000000 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -396545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -396545.000000 Penalty: 4071.546875
	Iteration 15F: 3 clusters Score -396545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Entering Unmasked Estep 
Score: -5189310.000000 Penalty: 2662.032471
	Iteration 0F: 2 clusters Score -5189310 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 22811 members 
Entering Unmasked Estep 
Score: -5158371.000000 Penalty: 5324.064941
	Iteration 0F: 3 clusters Score -5158371 nChanged 21032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5170183.500000 Penalty: 5324.064941
	Iteration 1F: 3 clusters Score -5170184 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -5170896.500000 Penalty: 5324.064941
	Iteration 2Q: 3 clusters Score -5170896 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -5171719.000000 Penalty: 5324.064941
	Iteration 3Q: 3 clusters Score -5171719 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5172758.000000 Penalty: 5324.064941
	Iteration 4Q: 3 clusters Score -5172758 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5174015.000000 Penalty: 5324.064941
	Iteration 5F: 3 clusters Score -5174015 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5175696.000000 Penalty: 5324.064941
	Iteration 6F: 3 clusters Score -5175696 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5177676.500000 Penalty: 5324.064941
	Iteration 7F: 3 clusters Score -5177676 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -5179817.000000 Penalty: 5324.064941
	Iteration 8F: 3 clusters Score -5179817 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -5181827.500000 Penalty: 5324.064941
	Iteration 9F: 3 clusters Score -5181828 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -5183359.000000 Penalty: 5324.064941
	Iteration 10Q: 3 clusters Score -5183359 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -5184560.000000 Penalty: 5324.064941
	Iteration 11Q: 3 clusters Score -5184560 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -5185585.000000 Penalty: 5324.064941
	Iteration 12Q: 3 clusters Score -5185585 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -5186423.000000 Penalty: 5324.064941
	Iteration 13Q: 3 clusters Score -5186423 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -5187005.000000 Penalty: 5324.064941
	Iteration 14Q: 3 clusters Score -5187005 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -5187351.500000 Penalty: 5324.064941
	Iteration 15Q: 3 clusters Score -5187352 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5187576.000000 Penalty: 5324.064941
	Iteration 16Q: 3 clusters Score -5187576 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -5187684.500000 Penalty: 5324.064941
	Iteration 17Q: 3 clusters Score -5187684 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5187759.000000 Penalty: 5324.064941
	Iteration 18Q: 3 clusters Score -5187759 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5187802.500000 Penalty: 5324.064941
	Iteration 19Q: 3 clusters Score -5187802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -5187851.500000 Penalty: 5324.064941
	Iteration 20F: 3 clusters Score -5187852 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -5187890.000000 Penalty: 5324.064941
	Iteration 21Q: 3 clusters Score -5187890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -5187894.500000 Penalty: 5324.064941
	Iteration 22Q: 3 clusters Score -5187894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -5187909.000000 Penalty: 5324.064941
	Iteration 23Q: 3 clusters Score -5187909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5187925.500000 Penalty: 5324.064941
	Iteration 24Q: 3 clusters Score -5187926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5187934.500000 Penalty: 5324.064941
	Iteration 25Q: 3 clusters Score -5187934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -5187938.000000 Penalty: 5324.064941
	Iteration 26Q: 3 clusters Score -5187938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -5187931.000000 Penalty: 5324.064941
	Iteration 27Q: 3 clusters Score -5187931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -5187941.000000 Penalty: 5324.064941
	Iteration 28Q: 3 clusters Score -5187941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5187957.000000 Penalty: 5324.064941
	Iteration 29Q: 3 clusters Score -5187957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -5187956.500000 Penalty: 5324.064941
	Iteration 30Q: 3 clusters Score -5187956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5187956.000000 Penalty: 5324.064941
	Iteration 31Q: 3 clusters Score -5187956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -5187973.500000 Penalty: 5324.064941
	Iteration 32Q: 3 clusters Score -5187974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5187967.500000 Penalty: 5324.064941
	Iteration 33Q: 3 clusters Score -5187968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5187969.500000 Penalty: 5324.064941
	Iteration 34Q: 3 clusters Score -5187970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5187971.500000 Penalty: 5324.064941
	Iteration 35Q: 3 clusters Score -5187972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5187978.500000 Penalty: 5324.064941
	Iteration 36Q: 3 clusters Score -5187978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5187973.500000 Penalty: 5324.064941
	Iteration 37Q: 3 clusters Score -5187974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5187972.500000 Penalty: 5324.064941
	Iteration 38Q: 3 clusters Score -5187972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -5187978.500000 Penalty: 5324.064941
	Iteration 39Q: 3 clusters Score -5187978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -5187974.000000 Penalty: 5324.064941
	Iteration 40F: 3 clusters Score -5187974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5187976.000000 Penalty: 5324.064941
	Iteration 41Q: 3 clusters Score -5187976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -5187976.500000 Penalty: 5324.064941
	Iteration 42Q: 3 clusters Score -5187976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5187972.000000 Penalty: 5324.064941
	Iteration 43Q: 3 clusters Score -5187972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5187981.500000 Penalty: 5324.064941
	Iteration 44Q: 3 clusters Score -5187982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -5187979.000000 Penalty: 5324.064941
	Iteration 45Q: 3 clusters Score -5187979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -5187974.500000 Penalty: 5324.064941
	Iteration 46Q: 3 clusters Score -5187974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -5187974.500000 Penalty: 5324.064941
	Iteration 47Q: 3 clusters Score -5187974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5187971.000000 Penalty: 5324.064941
	Iteration 48Q: 3 clusters Score -5187971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5187969.500000 Penalty: 5324.064941
	Iteration 49Q: 3 clusters Score -5187970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5187969.500000 Penalty: 5324.064941
	Iteration 50Q: 3 clusters Score -5187970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -5187966.000000 Penalty: 5324.064941
	Iteration 51Q: 3 clusters Score -5187966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5187963.500000 Penalty: 5324.064941
	Iteration 52Q: 3 clusters Score -5187964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5187966.000000 Penalty: 5324.064941
	Iteration 53Q: 3 clusters Score -5187966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -5187970.500000 Penalty: 5324.064941
	Iteration 54Q: 3 clusters Score -5187970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -5187970.000000 Penalty: 5324.064941
	Iteration 55Q: 3 clusters Score -5187970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5187969.000000 Penalty: 5324.064941
	Iteration 56Q: 3 clusters Score -5187969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5187968.500000 Penalty: 5324.064941
	Iteration 57Q: 3 clusters Score -5187968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -5187976.500000 Penalty: 5324.064941
	Iteration 58Q: 3 clusters Score -5187976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -5187978.000000 Penalty: 5324.064941
	Iteration 59Q: 3 clusters Score -5187978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5187975.000000 Penalty: 5324.064941
	Iteration 60F: 3 clusters Score -5187975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5187976.000000 Penalty: 5324.064941
	Iteration 61Q: 3 clusters Score -5187976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -5187974.500000 Penalty: 5324.064941
	Iteration 62Q: 3 clusters Score -5187974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5187972.000000 Penalty: 5324.064941
	Iteration 63Q: 3 clusters Score -5187972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5187972.000000 Penalty: 5324.064941
	Iteration 64F: 3 clusters Score -5187972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -1515601.500000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -1515602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1505198.500000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -1505198 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1508647.625000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -1508648 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1509202.750000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -1509203 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1509781.125000 Penalty: 4740.925293
	Iteration 3F: 3 clusters Score -1509781 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1510451.750000 Penalty: 4740.925293
	Iteration 4F: 3 clusters Score -1510452 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1511206.750000 Penalty: 4740.925293
	Iteration 5F: 3 clusters Score -1511207 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1511952.750000 Penalty: 4740.925293
	Iteration 6F: 3 clusters Score -1511953 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1512576.875000 Penalty: 4740.925293
	Iteration 7F: 3 clusters Score -1512577 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1513093.625000 Penalty: 4740.925293
	Iteration 8F: 3 clusters Score -1513094 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1513498.500000 Penalty: 4740.925293
	Iteration 9Q: 3 clusters Score -1513498 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1513837.500000 Penalty: 4740.925293
	Iteration 10Q: 3 clusters Score -1513838 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1514133.500000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -1514134 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1514380.375000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -1514380 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1514552.375000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -1514552 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1514674.375000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -1514674 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1514782.000000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -1514782 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1514835.875000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -1514836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1514866.375000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -1514866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1514876.875000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -1514877 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1514893.125000 Penalty: 4740.925293
	Iteration 19Q: 3 clusters Score -1514893 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1514908.750000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -1514909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1514914.625000 Penalty: 4740.925293
	Iteration 21Q: 3 clusters Score -1514915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1514926.125000 Penalty: 4740.925293
	Iteration 22Q: 3 clusters Score -1514926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1514928.750000 Penalty: 4740.925293
	Iteration 23Q: 3 clusters Score -1514929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1514932.125000 Penalty: 4740.925293
	Iteration 24Q: 3 clusters Score -1514932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1514938.625000 Penalty: 4740.925293
	Iteration 25Q: 3 clusters Score -1514939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1514938.875000 Penalty: 4740.925293
	Iteration 26Q: 3 clusters Score -1514939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1514939.250000 Penalty: 4740.925293
	Iteration 27Q: 3 clusters Score -1514939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1514941.875000 Penalty: 4740.925293
	Iteration 28Q: 3 clusters Score -1514942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1514944.000000 Penalty: 4740.925293
	Iteration 29Q: 3 clusters Score -1514944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1514947.125000 Penalty: 4740.925293
	Iteration 30Q: 3 clusters Score -1514947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1514944.750000 Penalty: 4740.925293
	Iteration 31Q: 3 clusters Score -1514945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1514947.000000 Penalty: 4740.925293
	Iteration 32Q: 3 clusters Score -1514947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1514951.750000 Penalty: 4740.925293
	Iteration 33Q: 3 clusters Score -1514952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1514958.375000 Penalty: 4740.925293
	Iteration 34Q: 3 clusters Score -1514958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1514958.875000 Penalty: 4740.925293
	Iteration 35Q: 3 clusters Score -1514959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1514959.625000 Penalty: 4740.925293
	Iteration 36Q: 3 clusters Score -1514960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1514961.875000 Penalty: 4740.925293
	Iteration 37Q: 3 clusters Score -1514962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1514962.250000 Penalty: 4740.925293
	Iteration 38Q: 3 clusters Score -1514962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1514964.000000 Penalty: 4740.925293
	Iteration 39Q: 3 clusters Score -1514964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1514964.625000 Penalty: 4740.925293
	Iteration 40F: 3 clusters Score -1514965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1514964.625000 Penalty: 4740.925293
	Iteration 41Q: 3 clusters Score -1514965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1514963.000000 Penalty: 4740.925293
	Iteration 42Q: 3 clusters Score -1514963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1514962.875000 Penalty: 4740.925293
	Iteration 43Q: 3 clusters Score -1514963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1514963.625000 Penalty: 4740.925293
	Iteration 44Q: 3 clusters Score -1514964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1514965.875000 Penalty: 4740.925293
	Iteration 45Q: 3 clusters Score -1514966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1514967.875000 Penalty: 4740.925293
	Iteration 46Q: 3 clusters Score -1514968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1514968.875000 Penalty: 4740.925293
	Iteration 47Q: 3 clusters Score -1514969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1514967.125000 Penalty: 4740.925293
	Iteration 48Q: 3 clusters Score -1514967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1514969.125000 Penalty: 4740.925293
	Iteration 49Q: 3 clusters Score -1514969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1514970.375000 Penalty: 4740.925293
	Iteration 50Q: 3 clusters Score -1514970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1514968.000000 Penalty: 4740.925293
	Iteration 51Q: 3 clusters Score -1514968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1514969.250000 Penalty: 4740.925293
	Iteration 52Q: 3 clusters Score -1514969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1514969.875000 Penalty: 4740.925293
	Iteration 53Q: 3 clusters Score -1514970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1514969.875000 Penalty: 4740.925293
	Iteration 54F: 3 clusters Score -1514970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -552482.812500 Penalty: 2138.189941
	Iteration 0F: 2 clusters Score -552482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -547660.375000 Penalty: 4276.379883
	Iteration 0F: 3 clusters Score -547660.4 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -548964.812500 Penalty: 4276.379883
	Iteration 1F: 3 clusters Score -548964.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -549303.937500 Penalty: 4276.379883
	Iteration 2F: 3 clusters Score -549303.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -549604.187500 Penalty: 4276.379883
	Iteration 3F: 3 clusters Score -549604.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -549937.562500 Penalty: 4276.379883
	Iteration 4F: 3 clusters Score -549937.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -550234.437500 Penalty: 4276.379883
	Iteration 5F: 3 clusters Score -550234.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -550494.937500 Penalty: 4276.379883
	Iteration 6F: 3 clusters Score -550494.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -550754.062500 Penalty: 4276.379883
	Iteration 7Q: 3 clusters Score -550754.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -550975.250000 Penalty: 4276.379883
	Iteration 8Q: 3 clusters Score -550975.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -551139.437500 Penalty: 4276.379883
	Iteration 9Q: 3 clusters Score -551139.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -551223.375000 Penalty: 4276.379883
	Iteration 10Q: 3 clusters Score -551223.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -551286.062500 Penalty: 4276.379883
	Iteration 11Q: 3 clusters Score -551286.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -551338.500000 Penalty: 4276.379883
	Iteration 12Q: 3 clusters Score -551338.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -551369.250000 Penalty: 4276.379883
	Iteration 13Q: 3 clusters Score -551369.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -551389.562500 Penalty: 4276.379883
	Iteration 14Q: 3 clusters Score -551389.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -551405.000000 Penalty: 4276.379883
	Iteration 15Q: 3 clusters Score -551405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -551419.562500 Penalty: 4276.379883
	Iteration 16Q: 3 clusters Score -551419.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -551431.562500 Penalty: 4276.379883
	Iteration 17Q: 3 clusters Score -551431.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -551442.250000 Penalty: 4276.379883
	Iteration 18Q: 3 clusters Score -551442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -551453.000000 Penalty: 4276.379883
	Iteration 19Q: 3 clusters Score -551453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -551462.937500 Penalty: 4276.379883
	Iteration 20F: 3 clusters Score -551462.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -551468.625000 Penalty: 4276.379883
	Iteration 21Q: 3 clusters Score -551468.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -551473.687500 Penalty: 4276.379883
	Iteration 22Q: 3 clusters Score -551473.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -551476.062500 Penalty: 4276.379883
	Iteration 23Q: 3 clusters Score -551476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -551477.625000 Penalty: 4276.379883
	Iteration 24Q: 3 clusters Score -551477.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -551480.500000 Penalty: 4276.379883
	Iteration 25Q: 3 clusters Score -551480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -551484.437500 Penalty: 4276.379883
	Iteration 26Q: 3 clusters Score -551484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -551490.312500 Penalty: 4276.379883
	Iteration 27Q: 3 clusters Score -551490.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -551496.250000 Penalty: 4276.379883
	Iteration 28Q: 3 clusters Score -551496.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -551505.562500 Penalty: 4276.379883
	Iteration 29Q: 3 clusters Score -551505.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -551517.250000 Penalty: 4276.379883
	Iteration 30Q: 3 clusters Score -551517.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -551527.875000 Penalty: 4276.379883
	Iteration 31Q: 3 clusters Score -551527.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -551540.062500 Penalty: 4276.379883
	Iteration 32Q: 3 clusters Score -551540.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -551546.437500 Penalty: 4276.379883
	Iteration 33Q: 3 clusters Score -551546.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -551556.812500 Penalty: 4276.379883
	Iteration 34Q: 3 clusters Score -551556.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -551565.687500 Penalty: 4276.379883
	Iteration 35Q: 3 clusters Score -551565.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -551573.875000 Penalty: 4276.379883
	Iteration 36Q: 3 clusters Score -551573.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -551581.937500 Penalty: 4276.379883
	Iteration 37Q: 3 clusters Score -551581.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -551594.812500 Penalty: 4276.379883
	Iteration 38Q: 3 clusters Score -551594.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -551609.687500 Penalty: 4276.379883
	Iteration 39Q: 3 clusters Score -551609.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -551623.875000 Penalty: 4276.379883
	Iteration 40F: 3 clusters Score -551623.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -551639.250000 Penalty: 4276.379883
	Iteration 41Q: 3 clusters Score -551639.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -551652.250000 Penalty: 4276.379883
	Iteration 42Q: 3 clusters Score -551652.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -551668.187500 Penalty: 4276.379883
	Iteration 43Q: 3 clusters Score -551668.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -551678.937500 Penalty: 4276.379883
	Iteration 44Q: 3 clusters Score -551678.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -551688.687500 Penalty: 4276.379883
	Iteration 45Q: 3 clusters Score -551688.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -551701.125000 Penalty: 4276.379883
	Iteration 46Q: 3 clusters Score -551701.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -551711.437500 Penalty: 4276.379883
	Iteration 47Q: 3 clusters Score -551711.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -551722.250000 Penalty: 4276.379883
	Iteration 48Q: 3 clusters Score -551722.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -551729.062500 Penalty: 4276.379883
	Iteration 49Q: 3 clusters Score -551729.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -551739.875000 Penalty: 4276.379883
	Iteration 50Q: 3 clusters Score -551739.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -551747.687500 Penalty: 4276.379883
	Iteration 51Q: 3 clusters Score -551747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -551751.375000 Penalty: 4276.379883
	Iteration 52Q: 3 clusters Score -551751.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -551757.375000 Penalty: 4276.379883
	Iteration 53Q: 3 clusters Score -551757.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -551764.437500 Penalty: 4276.379883
	Iteration 54Q: 3 clusters Score -551764.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -551769.687500 Penalty: 4276.379883
	Iteration 55Q: 3 clusters Score -551769.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -551774.250000 Penalty: 4276.379883
	Iteration 56Q: 3 clusters Score -551774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -551776.875000 Penalty: 4276.379883
	Iteration 57Q: 3 clusters Score -551776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -551779.625000 Penalty: 4276.379883
	Iteration 58Q: 3 clusters Score -551779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -551783.437500 Penalty: 4276.379883
	Iteration 59Q: 3 clusters Score -551783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -551786.375000 Penalty: 4276.379883
	Iteration 60F: 3 clusters Score -551786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -551789.625000 Penalty: 4276.379883
	Iteration 61Q: 3 clusters Score -551789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -551791.812500 Penalty: 4276.379883
	Iteration 62Q: 3 clusters Score -551791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -551794.250000 Penalty: 4276.379883
	Iteration 63Q: 3 clusters Score -551794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -551794.062500 Penalty: 4276.379883
	Iteration 64Q: 3 clusters Score -551794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -551794.062500 Penalty: 4276.379883
	Iteration 65F: 3 clusters Score -551794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -401263.843750 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -401263.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -397283.156250 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -397283.2 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -398301.312500 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -398301.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -398587.500000 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -398587.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -398828.062500 Penalty: 4133.421387
	Iteration 3F: 3 clusters Score -398828.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -399064.156250 Penalty: 4133.421387
	Iteration 4F: 3 clusters Score -399064.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -399266.562500 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -399266.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -399482.125000 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -399482.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -399700.531250 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -399700.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -399914.625000 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -399914.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -400121.250000 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -400121.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -400267.781250 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -400267.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -400372.843750 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -400372.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -400435.000000 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -400435 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -400471.781250 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -400471.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -400494.687500 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -400494.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -400521.468750 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -400521.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -400549.187500 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -400549.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -400601.843750 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -400601.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -400666.687500 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -400666.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -400725.187500 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -400725.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -400773.562500 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -400773.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -400817.125000 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -400817.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -400849.312500 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -400849.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -400878.687500 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -400878.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -400902.500000 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -400902.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -400916.562500 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -400916.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -400931.375000 Penalty: 4133.421387
	Iteration 26Q: 3 clusters Score -400931.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -400946.375000 Penalty: 4133.421387
	Iteration 27Q: 3 clusters Score -400946.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -400962.718750 Penalty: 4133.421387
	Iteration 28Q: 3 clusters Score -400962.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -400973.906250 Penalty: 4133.421387
	Iteration 29Q: 3 clusters Score -400973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -400981.093750 Penalty: 4133.421387
	Iteration 30Q: 3 clusters Score -400981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -400987.937500 Penalty: 4133.421387
	Iteration 31Q: 3 clusters Score -400987.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -400996.125000 Penalty: 4133.421387
	Iteration 32Q: 3 clusters Score -400996.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -401001.093750 Penalty: 4133.421387
	Iteration 33Q: 3 clusters Score -401001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -401005.750000 Penalty: 4133.421387
	Iteration 34Q: 3 clusters Score -401005.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -401010.343750 Penalty: 4133.421387
	Iteration 35Q: 3 clusters Score -401010.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -401023.968750 Penalty: 4133.421387
	Iteration 36Q: 3 clusters Score -401024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -401035.562500 Penalty: 4133.421387
	Iteration 37Q: 3 clusters Score -401035.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -401048.437500 Penalty: 4133.421387
	Iteration 38Q: 3 clusters Score -401048.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -401068.781250 Penalty: 4133.421387
	Iteration 39Q: 3 clusters Score -401068.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -401089.375000 Penalty: 4133.421387
	Iteration 40F: 3 clusters Score -401089.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -401117.968750 Penalty: 4133.421387
	Iteration 41Q: 3 clusters Score -401118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -401166.281250 Penalty: 4133.421387
	Iteration 42Q: 3 clusters Score -401166.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -401235.343750 Penalty: 4133.421387
	Iteration 43Q: 3 clusters Score -401235.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -401306.218750 Penalty: 4133.421387
	Iteration 44Q: 3 clusters Score -401306.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -401358.156250 Penalty: 4133.421387
	Iteration 45Q: 3 clusters Score -401358.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -401387.437500 Penalty: 4133.421387
	Iteration 46Q: 3 clusters Score -401387.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -401408.968750 Penalty: 4133.421387
	Iteration 47Q: 3 clusters Score -401409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -401417.375000 Penalty: 4133.421387
	Iteration 48Q: 3 clusters Score -401417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -401420.218750 Penalty: 4133.421387
	Iteration 49Q: 3 clusters Score -401420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -401422.093750 Penalty: 4133.421387
	Iteration 50Q: 3 clusters Score -401422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -401422.656250 Penalty: 4133.421387
	Iteration 51Q: 3 clusters Score -401422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -401422.656250 Penalty: 4133.421387
	Iteration 52F: 3 clusters Score -401422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17274 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Mstep: Class 66 contains 1668 members 
Entering Unmasked Estep 
Score: -139290240.000000 Penalty: 230321.296875
Splitting cluster 17 changes total score from -139291728.000000 to -139290240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -725739.062500 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -725739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -720299.125000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -720299.1 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -721678.812500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -721678.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -721897.750000 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -721897.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -722029.750000 Penalty: 4352.289062
	Iteration 3Q: 3 clusters Score -722029.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -722137.625000 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -722137.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -722249.750000 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -722249.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -722347.937500 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -722347.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -722434.812500 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -722434.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -722505.875000 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -722505.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -722555.437500 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -722555.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -722599.500000 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -722599.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -722640.875000 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -722640.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -722687.937500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -722687.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -722731.562500 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -722731.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -722766.562500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -722766.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -722798.875000 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -722798.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -722823.625000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -722823.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -722846.562500 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -722846.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -722869.750000 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -722869.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -722894.125000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -722894.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -722921.312500 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -722921.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -722944.750000 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -722944.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -722963.562500 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -722963.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -722985.187500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -722985.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -723004.687500 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -723004.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -723024.625000 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -723024.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -723040.250000 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -723040.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -723062.250000 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -723062.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -723081.750000 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -723081.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -723105.500000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -723105.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -723132.250000 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -723132.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -723172.687500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -723172.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -723217.625000 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -723217.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -723259.750000 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -723259.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -723308.812500 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -723308.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -723366.812500 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -723366.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -723415.000000 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -723415 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -723460.875000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -723460.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -723517.000000 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -723517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -723581.500000 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -723581.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -723632.250000 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -723632.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -723703.187500 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -723703.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -723756.000000 Penalty: 4352.289062
	Iteration 42Q: 3 clusters Score -723756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -723805.250000 Penalty: 4352.289062
	Iteration 43Q: 3 clusters Score -723805.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -723841.750000 Penalty: 4352.289062
	Iteration 44Q: 3 clusters Score -723841.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -723867.812500 Penalty: 4352.289062
	Iteration 45Q: 3 clusters Score -723867.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -723895.875000 Penalty: 4352.289062
	Iteration 46Q: 3 clusters Score -723895.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -723926.187500 Penalty: 4352.289062
	Iteration 47Q: 3 clusters Score -723926.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -723951.562500 Penalty: 4352.289062
	Iteration 48Q: 3 clusters Score -723951.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -723968.562500 Penalty: 4352.289062
	Iteration 49Q: 3 clusters Score -723968.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -723990.312500 Penalty: 4352.289062
	Iteration 50Q: 3 clusters Score -723990.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -724015.875000 Penalty: 4352.289062
	Iteration 51Q: 3 clusters Score -724015.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -724041.937500 Penalty: 4352.289062
	Iteration 52Q: 3 clusters Score -724041.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -724077.625000 Penalty: 4352.289062
	Iteration 53Q: 3 clusters Score -724077.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -724109.250000 Penalty: 4352.289062
	Iteration 54Q: 3 clusters Score -724109.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -724128.625000 Penalty: 4352.289062
	Iteration 55Q: 3 clusters Score -724128.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -724141.500000 Penalty: 4352.289062
	Iteration 56Q: 3 clusters Score -724141.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -724154.562500 Penalty: 4352.289062
	Iteration 57Q: 3 clusters Score -724154.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -724169.062500 Penalty: 4352.289062
	Iteration 58Q: 3 clusters Score -724169.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -724182.375000 Penalty: 4352.289062
	Iteration 59Q: 3 clusters Score -724182.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -724194.375000 Penalty: 4352.289062
	Iteration 60F: 3 clusters Score -724194.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -724205.812500 Penalty: 4352.289062
	Iteration 61Q: 3 clusters Score -724205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -724214.500000 Penalty: 4352.289062
	Iteration 62Q: 3 clusters Score -724214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -724219.187500 Penalty: 4352.289062
	Iteration 63Q: 3 clusters Score -724219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -724222.812500 Penalty: 4352.289062
	Iteration 64Q: 3 clusters Score -724222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -724223.250000 Penalty: 4352.289062
	Iteration 65Q: 3 clusters Score -724223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -724223.250000 Penalty: 4352.289062
	Iteration 66F: 3 clusters Score -724223.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140628 members 
Entering Unmasked Estep 
Score: -15810499.000000 Penalty: 2939.760498
	Iteration 0F: 2 clusters Score -1.58105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -15716045.000000 Penalty: 5879.520996
	Iteration 0F: 3 clusters Score -1.571604e+07 nChanged 67271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71551 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -15755809.000000 Penalty: 5879.520996
	Iteration 1F: 3 clusters Score -1.575581e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -15756980.000000 Penalty: 5879.520996
	Iteration 2Q: 3 clusters Score -1.575698e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -15758683.000000 Penalty: 5879.520996
	Iteration 3Q: 3 clusters Score -1.575868e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -15761000.000000 Penalty: 5879.520996
	Iteration 4Q: 3 clusters Score -1.5761e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -15763916.000000 Penalty: 5879.520996
	Iteration 5Q: 3 clusters Score -1.576392e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -15767426.000000 Penalty: 5879.520996
	Iteration 6F: 3 clusters Score -1.576743e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -15771745.000000 Penalty: 5879.520996
	Iteration 7F: 3 clusters Score -1.577174e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -15776422.000000 Penalty: 5879.520996
	Iteration 8F: 3 clusters Score -1.577642e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -15780779.000000 Penalty: 5879.520996
	Iteration 9F: 3 clusters Score -1.578078e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -15783812.000000 Penalty: 5879.520996
	Iteration 10Q: 3 clusters Score -1.578381e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -15785236.000000 Penalty: 5879.520996
	Iteration 11Q: 3 clusters Score -1.578524e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -15785984.000000 Penalty: 5879.520996
	Iteration 12Q: 3 clusters Score -1.578598e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -15786546.000000 Penalty: 5879.520996
	Iteration 13Q: 3 clusters Score -1.578655e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -15787000.000000 Penalty: 5879.520996
	Iteration 14Q: 3 clusters Score -1.5787e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -15787571.000000 Penalty: 5879.520996
	Iteration 15Q: 3 clusters Score -1.578757e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100967 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -15788274.000000 Penalty: 5879.520996
	Iteration 16Q: 3 clusters Score -1.578827e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -15789173.000000 Penalty: 5879.520996
	Iteration 17Q: 3 clusters Score -1.578917e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -15790182.000000 Penalty: 5879.520996
	Iteration 18Q: 3 clusters Score -1.579018e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -15791238.000000 Penalty: 5879.520996
	Iteration 19Q: 3 clusters Score -1.579124e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -15792407.000000 Penalty: 5879.520996
	Iteration 20F: 3 clusters Score -1.579241e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -15793842.000000 Penalty: 5879.520996
	Iteration 21Q: 3 clusters Score -1.579384e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118400 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -15795277.000000 Penalty: 5879.520996
	Iteration 22Q: 3 clusters Score -1.579528e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -15796780.000000 Penalty: 5879.520996
	Iteration 23Q: 3 clusters Score -1.579678e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124497 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -15798403.000000 Penalty: 5879.520996
	Iteration 24Q: 3 clusters Score -1.57984e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127321 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -15799986.000000 Penalty: 5879.520996
	Iteration 25Q: 3 clusters Score -1.579999e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129893 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -15801763.000000 Penalty: 5879.520996
	Iteration 26Q: 3 clusters Score -1.580176e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132145 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -15803292.000000 Penalty: 5879.520996
	Iteration 27Q: 3 clusters Score -1.580329e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133975 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -15804569.000000 Penalty: 5879.520996
	Iteration 28Q: 3 clusters Score -1.580457e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135380 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -15805545.000000 Penalty: 5879.520996
	Iteration 29Q: 3 clusters Score -1.580554e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136441 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -15806344.000000 Penalty: 5879.520996
	Iteration 30Q: 3 clusters Score -1.580634e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137172 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -15807021.000000 Penalty: 5879.520996
	Iteration 31Q: 3 clusters Score -1.580702e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137667 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -15807509.000000 Penalty: 5879.520996
	Iteration 32Q: 3 clusters Score -1.580751e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -15807846.000000 Penalty: 5879.520996
	Iteration 33Q: 3 clusters Score -1.580785e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138273 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -15808115.000000 Penalty: 5879.520996
	Iteration 34Q: 3 clusters Score -1.580812e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138438 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -15808210.000000 Penalty: 5879.520996
	Iteration 35Q: 3 clusters Score -1.580821e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138566 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -15808302.000000 Penalty: 5879.520996
	Iteration 36Q: 3 clusters Score -1.58083e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138646 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -15808363.000000 Penalty: 5879.520996
	Iteration 37Q: 3 clusters Score -1.580836e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138715 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -15808399.000000 Penalty: 5879.520996
	Iteration 38Q: 3 clusters Score -1.58084e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -15808448.000000 Penalty: 5879.520996
	Iteration 39Q: 3 clusters Score -1.580845e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138808 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -15808482.000000 Penalty: 5879.520996
	Iteration 40F: 3 clusters Score -1.580848e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138828 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -15808488.000000 Penalty: 5879.520996
	Iteration 41Q: 3 clusters Score -1.580849e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138849 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -15808529.000000 Penalty: 5879.520996
	Iteration 42Q: 3 clusters Score -1.580853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138870 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -15808528.000000 Penalty: 5879.520996
	Iteration 43Q: 3 clusters Score -1.580853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138888 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -15808543.000000 Penalty: 5879.520996
	Iteration 44Q: 3 clusters Score -1.580854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138903 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -15808551.000000 Penalty: 5879.520996
	Iteration 45Q: 3 clusters Score -1.580855e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138916 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -15808557.000000 Penalty: 5879.520996
	Iteration 46Q: 3 clusters Score -1.580856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138920 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -15808563.000000 Penalty: 5879.520996
	Iteration 47Q: 3 clusters Score -1.580856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138928 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -15808560.000000 Penalty: 5879.520996
	Iteration 48Q: 3 clusters Score -1.580856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -15808563.000000 Penalty: 5879.520996
	Iteration 49Q: 3 clusters Score -1.580856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138937 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -15808562.000000 Penalty: 5879.520996
	Iteration 50Q: 3 clusters Score -1.580856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138939 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15808561.000000 Penalty: 5879.520996
	Iteration 51Q: 3 clusters Score -1.580856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138939 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15808561.000000 Penalty: 5879.520996
	Iteration 52F: 3 clusters Score -1.580856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -292739.468750 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -292739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -289463.500000 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -289463.5 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -290301.437500 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -290301.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -290647.875000 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -290647.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -290969.218750 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -290969.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -291319.500000 Penalty: 3974.289795
	Iteration 4F: 3 clusters Score -291319.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -291618.625000 Penalty: 3974.289795
	Iteration 5F: 3 clusters Score -291618.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -291775.875000 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -291775.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -291882.937500 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -291882.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -291960.406250 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -291960.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -292010.593750 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -292010.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292039.468750 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -292039.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -292047.656250 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -292047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -292052.062500 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -292052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -292055.750000 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -292055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -292058.218750 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -292058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -292062.875000 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -292062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -292066.343750 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -292066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -292067.812500 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -292067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -292069.531250 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -292069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -292071.125000 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -292071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -292073.625000 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -292073.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -292078.437500 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -292078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -292082.156250 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -292082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -292083.812500 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -292083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -292086.000000 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -292086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -292088.156250 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -292088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -292089.406250 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -292089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -292089.843750 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -292089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -292089.843750 Penalty: 3974.289795
	Iteration 28F: 3 clusters Score -292089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Entering Unmasked Estep 
Score: -899263.000000 Penalty: 2243.217041
	Iteration 0F: 2 clusters Score -899263 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 4250 members 
Entering Unmasked Estep 
Score: -892549.125000 Penalty: 4486.434082
	Iteration 0F: 3 clusters Score -892549.1 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -894589.750000 Penalty: 4486.434082
	Iteration 1F: 3 clusters Score -894589.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -895161.125000 Penalty: 4486.434082
	Iteration 2F: 3 clusters Score -895161.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -895734.937500 Penalty: 4486.434082
	Iteration 3F: 3 clusters Score -895734.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -896441.250000 Penalty: 4486.434082
	Iteration 4F: 3 clusters Score -896441.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -897384.812500 Penalty: 4486.434082
	Iteration 5F: 3 clusters Score -897384.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -898078.625000 Penalty: 4486.434082
	Iteration 6F: 3 clusters Score -898078.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -898467.625000 Penalty: 4486.434082
	Iteration 7F: 3 clusters Score -898467.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -898706.625000 Penalty: 4486.434082
	Iteration 8Q: 3 clusters Score -898706.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -898841.687500 Penalty: 4486.434082
	Iteration 9Q: 3 clusters Score -898841.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -898920.875000 Penalty: 4486.434082
	Iteration 10Q: 3 clusters Score -898920.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -898977.437500 Penalty: 4486.434082
	Iteration 11Q: 3 clusters Score -898977.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -899015.000000 Penalty: 4486.434082
	Iteration 12Q: 3 clusters Score -899015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -899066.375000 Penalty: 4486.434082
	Iteration 13Q: 3 clusters Score -899066.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -899146.812500 Penalty: 4486.434082
	Iteration 14Q: 3 clusters Score -899146.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -899273.562500 Penalty: 4486.434082
	Iteration 15Q: 3 clusters Score -899273.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -899459.187500 Penalty: 4486.434082
	Iteration 16Q: 3 clusters Score -899459.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -899631.500000 Penalty: 4486.434082
	Iteration 17Q: 3 clusters Score -899631.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -899760.250000 Penalty: 4486.434082
	Iteration 18Q: 3 clusters Score -899760.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -899825.625000 Penalty: 4486.434082
	Iteration 19Q: 3 clusters Score -899825.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -899853.437500 Penalty: 4486.434082
	Iteration 20F: 3 clusters Score -899853.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -899869.812500 Penalty: 4486.434082
	Iteration 21Q: 3 clusters Score -899869.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -899877.812500 Penalty: 4486.434082
	Iteration 22Q: 3 clusters Score -899877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -899879.812500 Penalty: 4486.434082
	Iteration 23Q: 3 clusters Score -899879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -899880.687500 Penalty: 4486.434082
	Iteration 24Q: 3 clusters Score -899880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -899884.812500 Penalty: 4486.434082
	Iteration 25Q: 3 clusters Score -899884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -899883.875000 Penalty: 4486.434082
	Iteration 26Q: 3 clusters Score -899883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -899885.312500 Penalty: 4486.434082
	Iteration 27Q: 3 clusters Score -899885.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -899885.062500 Penalty: 4486.434082
	Iteration 28Q: 3 clusters Score -899885.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -899885.062500 Penalty: 4486.434082
	Iteration 29F: 3 clusters Score -899885.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17274 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Mstep: Class 66 contains 2478 members 
Entering Unmasked Estep 
Score: -139291264.000000 Penalty: 230321.296875
Splitting cluster 21 changes total score from -139291728.000000 to -139291264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (19128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Entering Unmasked Estep 
Score: -2200929.750000 Penalty: 2445.009277
	Iteration 0F: 2 clusters Score -2200930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2187411.000000 Penalty: 4890.018555
	Iteration 0F: 3 clusters Score -2187411 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2191908.750000 Penalty: 4890.018555
	Iteration 1F: 3 clusters Score -2191909 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2192405.500000 Penalty: 4890.018555
	Iteration 2F: 3 clusters Score -2192406 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2192935.250000 Penalty: 4890.018555
	Iteration 3F: 3 clusters Score -2192935 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2193527.000000 Penalty: 4890.018555
	Iteration 4F: 3 clusters Score -2193527 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2194163.250000 Penalty: 4890.018555
	Iteration 5F: 3 clusters Score -2194163 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2194818.250000 Penalty: 4890.018555
	Iteration 6F: 3 clusters Score -2194818 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2195483.500000 Penalty: 4890.018555
	Iteration 7F: 3 clusters Score -2195484 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2196133.000000 Penalty: 4890.018555
	Iteration 8F: 3 clusters Score -2196133 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2196797.500000 Penalty: 4890.018555
	Iteration 9F: 3 clusters Score -2196798 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2197429.250000 Penalty: 4890.018555
	Iteration 10Q: 3 clusters Score -2197429 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2197972.250000 Penalty: 4890.018555
	Iteration 11Q: 3 clusters Score -2197972 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2198356.250000 Penalty: 4890.018555
	Iteration 12Q: 3 clusters Score -2198356 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2198604.750000 Penalty: 4890.018555
	Iteration 13Q: 3 clusters Score -2198605 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2198747.500000 Penalty: 4890.018555
	Iteration 14Q: 3 clusters Score -2198748 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2198861.500000 Penalty: 4890.018555
	Iteration 15Q: 3 clusters Score -2198862 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2198952.750000 Penalty: 4890.018555
	Iteration 16Q: 3 clusters Score -2198953 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2199047.500000 Penalty: 4890.018555
	Iteration 17Q: 3 clusters Score -2199048 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2199124.000000 Penalty: 4890.018555
	Iteration 18Q: 3 clusters Score -2199124 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2199182.750000 Penalty: 4890.018555
	Iteration 19Q: 3 clusters Score -2199183 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2199243.000000 Penalty: 4890.018555
	Iteration 20F: 3 clusters Score -2199243 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2199281.000000 Penalty: 4890.018555
	Iteration 21Q: 3 clusters Score -2199281 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2199328.750000 Penalty: 4890.018555
	Iteration 22Q: 3 clusters Score -2199329 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2199362.250000 Penalty: 4890.018555
	Iteration 23Q: 3 clusters Score -2199362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2199400.500000 Penalty: 4890.018555
	Iteration 24Q: 3 clusters Score -2199400 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2199428.500000 Penalty: 4890.018555
	Iteration 25Q: 3 clusters Score -2199428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2199452.750000 Penalty: 4890.018555
	Iteration 26Q: 3 clusters Score -2199453 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2199478.250000 Penalty: 4890.018555
	Iteration 27Q: 3 clusters Score -2199478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2199518.000000 Penalty: 4890.018555
	Iteration 28Q: 3 clusters Score -2199518 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2199550.250000 Penalty: 4890.018555
	Iteration 29Q: 3 clusters Score -2199550 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2199568.500000 Penalty: 4890.018555
	Iteration 30Q: 3 clusters Score -2199568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2199581.750000 Penalty: 4890.018555
	Iteration 31Q: 3 clusters Score -2199582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2199598.250000 Penalty: 4890.018555
	Iteration 32Q: 3 clusters Score -2199598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2199606.750000 Penalty: 4890.018555
	Iteration 33Q: 3 clusters Score -2199607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2199619.750000 Penalty: 4890.018555
	Iteration 34Q: 3 clusters Score -2199620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2199630.500000 Penalty: 4890.018555
	Iteration 35Q: 3 clusters Score -2199630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2199637.750000 Penalty: 4890.018555
	Iteration 36Q: 3 clusters Score -2199638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2199656.500000 Penalty: 4890.018555
	Iteration 37Q: 3 clusters Score -2199656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2199667.750000 Penalty: 4890.018555
	Iteration 38Q: 3 clusters Score -2199668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2199675.750000 Penalty: 4890.018555
	Iteration 39Q: 3 clusters Score -2199676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2199682.000000 Penalty: 4890.018555
	Iteration 40F: 3 clusters Score -2199682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2199690.250000 Penalty: 4890.018555
	Iteration 41Q: 3 clusters Score -2199690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2199696.500000 Penalty: 4890.018555
	Iteration 42Q: 3 clusters Score -2199696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2199705.750000 Penalty: 4890.018555
	Iteration 43Q: 3 clusters Score -2199706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2199711.750000 Penalty: 4890.018555
	Iteration 44Q: 3 clusters Score -2199712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2199733.500000 Penalty: 4890.018555
	Iteration 45Q: 3 clusters Score -2199734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2199745.500000 Penalty: 4890.018555
	Iteration 46Q: 3 clusters Score -2199746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2199763.000000 Penalty: 4890.018555
	Iteration 47Q: 3 clusters Score -2199763 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2199792.000000 Penalty: 4890.018555
	Iteration 48Q: 3 clusters Score -2199792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2199806.500000 Penalty: 4890.018555
	Iteration 49Q: 3 clusters Score -2199806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2199826.750000 Penalty: 4890.018555
	Iteration 50Q: 3 clusters Score -2199827 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2199840.250000 Penalty: 4890.018555
	Iteration 51Q: 3 clusters Score -2199840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2199850.750000 Penalty: 4890.018555
	Iteration 52Q: 3 clusters Score -2199851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2199867.000000 Penalty: 4890.018555
	Iteration 53Q: 3 clusters Score -2199867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2199896.250000 Penalty: 4890.018555
	Iteration 54Q: 3 clusters Score -2199896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2199922.250000 Penalty: 4890.018555
	Iteration 55Q: 3 clusters Score -2199922 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2199959.250000 Penalty: 4890.018555
	Iteration 56Q: 3 clusters Score -2199959 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2200014.000000 Penalty: 4890.018555
	Iteration 57Q: 3 clusters Score -2200014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2200107.750000 Penalty: 4890.018555
	Iteration 58Q: 3 clusters Score -2200108 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2200248.250000 Penalty: 4890.018555
	Iteration 59Q: 3 clusters Score -2200248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2200450.000000 Penalty: 4890.018555
	Iteration 60F: 3 clusters Score -2200450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2200558.500000 Penalty: 4890.018555
	Iteration 61Q: 3 clusters Score -2200558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2200599.250000 Penalty: 4890.018555
	Iteration 62Q: 3 clusters Score -2200599 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2200634.500000 Penalty: 4890.018555
	Iteration 63Q: 3 clusters Score -2200634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2200640.500000 Penalty: 4890.018555
	Iteration 64Q: 3 clusters Score -2200640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2200654.000000 Penalty: 4890.018555
	Iteration 65Q: 3 clusters Score -2200654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2200660.500000 Penalty: 4890.018555
	Iteration 66Q: 3 clusters Score -2200660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2200661.500000 Penalty: 4890.018555
	Iteration 67Q: 3 clusters Score -2200662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2200668.250000 Penalty: 4890.018555
	Iteration 68Q: 3 clusters Score -2200668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2200669.250000 Penalty: 4890.018555
	Iteration 69Q: 3 clusters Score -2200669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2200672.750000 Penalty: 4890.018555
	Iteration 70Q: 3 clusters Score -2200673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2200670.250000 Penalty: 4890.018555
	Iteration 71Q: 3 clusters Score -2200670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2200668.250000 Penalty: 4890.018555
	Iteration 72Q: 3 clusters Score -2200668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2200668.250000 Penalty: 4890.018555
	Iteration 73Q: 3 clusters Score -2200668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2200671.500000 Penalty: 4890.018555
	Iteration 74Q: 3 clusters Score -2200672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2200670.500000 Penalty: 4890.018555
	Iteration 75Q: 3 clusters Score -2200670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2200669.750000 Penalty: 4890.018555
	Iteration 76Q: 3 clusters Score -2200670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2200676.750000 Penalty: 4890.018555
	Iteration 77Q: 3 clusters Score -2200677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2200675.250000 Penalty: 4890.018555
	Iteration 78Q: 3 clusters Score -2200675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2200677.000000 Penalty: 4890.018555
	Iteration 79Q: 3 clusters Score -2200677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2200678.000000 Penalty: 4890.018555
	Iteration 80F: 3 clusters Score -2200678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2200673.250000 Penalty: 4890.018555
	Iteration 81Q: 3 clusters Score -2200673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2200674.000000 Penalty: 4890.018555
	Iteration 82Q: 3 clusters Score -2200674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2200673.250000 Penalty: 4890.018555
	Iteration 83Q: 3 clusters Score -2200673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2200673.250000 Penalty: 4890.018555
	Iteration 84F: 3 clusters Score -2200673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Entering Unmasked Estep 
Score: -983167.500000 Penalty: 2291.711426
	Iteration 0F: 2 clusters Score -983167.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -975287.250000 Penalty: 4583.422852
	Iteration 0F: 3 clusters Score -975287.2 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -977770.875000 Penalty: 4583.422852
	Iteration 1F: 3 clusters Score -977770.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -978361.875000 Penalty: 4583.422852
	Iteration 2F: 3 clusters Score -978361.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -978962.062500 Penalty: 4583.422852
	Iteration 3F: 3 clusters Score -978962.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -979532.312500 Penalty: 4583.422852
	Iteration 4F: 3 clusters Score -979532.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -980122.312500 Penalty: 4583.422852
	Iteration 5F: 3 clusters Score -980122.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -980619.437500 Penalty: 4583.422852
	Iteration 6F: 3 clusters Score -980619.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -980988.187500 Penalty: 4583.422852
	Iteration 7F: 3 clusters Score -980988.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -981201.125000 Penalty: 4583.422852
	Iteration 8Q: 3 clusters Score -981201.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -981346.750000 Penalty: 4583.422852
	Iteration 9Q: 3 clusters Score -981346.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -981469.187500 Penalty: 4583.422852
	Iteration 10Q: 3 clusters Score -981469.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -981575.812500 Penalty: 4583.422852
	Iteration 11Q: 3 clusters Score -981575.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -981670.875000 Penalty: 4583.422852
	Iteration 12Q: 3 clusters Score -981670.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -981729.500000 Penalty: 4583.422852
	Iteration 13Q: 3 clusters Score -981729.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -981770.062500 Penalty: 4583.422852
	Iteration 14Q: 3 clusters Score -981770.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -981796.937500 Penalty: 4583.422852
	Iteration 15Q: 3 clusters Score -981796.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -981818.875000 Penalty: 4583.422852
	Iteration 16Q: 3 clusters Score -981818.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -981834.250000 Penalty: 4583.422852
	Iteration 17Q: 3 clusters Score -981834.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -981852.687500 Penalty: 4583.422852
	Iteration 18Q: 3 clusters Score -981852.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -981870.375000 Penalty: 4583.422852
	Iteration 19Q: 3 clusters Score -981870.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -981876.312500 Penalty: 4583.422852
	Iteration 20F: 3 clusters Score -981876.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -981888.125000 Penalty: 4583.422852
	Iteration 21Q: 3 clusters Score -981888.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -981895.125000 Penalty: 4583.422852
	Iteration 22Q: 3 clusters Score -981895.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -981898.937500 Penalty: 4583.422852
	Iteration 23Q: 3 clusters Score -981898.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -981903.625000 Penalty: 4583.422852
	Iteration 24Q: 3 clusters Score -981903.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -981910.125000 Penalty: 4583.422852
	Iteration 25Q: 3 clusters Score -981910.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -981914.562500 Penalty: 4583.422852
	Iteration 26Q: 3 clusters Score -981914.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -981915.250000 Penalty: 4583.422852
	Iteration 27Q: 3 clusters Score -981915.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -981922.125000 Penalty: 4583.422852
	Iteration 28Q: 3 clusters Score -981922.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -981925.187500 Penalty: 4583.422852
	Iteration 29Q: 3 clusters Score -981925.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -981925.875000 Penalty: 4583.422852
	Iteration 30Q: 3 clusters Score -981925.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -981928.750000 Penalty: 4583.422852
	Iteration 31Q: 3 clusters Score -981928.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -981930.937500 Penalty: 4583.422852
	Iteration 32Q: 3 clusters Score -981930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -981932.687500 Penalty: 4583.422852
	Iteration 33Q: 3 clusters Score -981932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -981931.000000 Penalty: 4583.422852
	Iteration 34Q: 3 clusters Score -981931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -981932.937500 Penalty: 4583.422852
	Iteration 35Q: 3 clusters Score -981932.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -981936.000000 Penalty: 4583.422852
	Iteration 36Q: 3 clusters Score -981936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -981941.375000 Penalty: 4583.422852
	Iteration 37Q: 3 clusters Score -981941.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -981943.875000 Penalty: 4583.422852
	Iteration 38Q: 3 clusters Score -981943.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -981943.687500 Penalty: 4583.422852
	Iteration 39Q: 3 clusters Score -981943.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -981945.437500 Penalty: 4583.422852
	Iteration 40F: 3 clusters Score -981945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -981949.562500 Penalty: 4583.422852
	Iteration 41Q: 3 clusters Score -981949.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -981950.562500 Penalty: 4583.422852
	Iteration 42Q: 3 clusters Score -981950.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -981950.812500 Penalty: 4583.422852
	Iteration 43Q: 3 clusters Score -981950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -981954.687500 Penalty: 4583.422852
	Iteration 44Q: 3 clusters Score -981954.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -981955.437500 Penalty: 4583.422852
	Iteration 45Q: 3 clusters Score -981955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -981954.062500 Penalty: 4583.422852
	Iteration 46Q: 3 clusters Score -981954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -981957.500000 Penalty: 4583.422852
	Iteration 47Q: 3 clusters Score -981957.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -981958.875000 Penalty: 4583.422852
	Iteration 48Q: 3 clusters Score -981958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -981958.000000 Penalty: 4583.422852
	Iteration 49Q: 3 clusters Score -981958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -981960.125000 Penalty: 4583.422852
	Iteration 50Q: 3 clusters Score -981960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -981961.500000 Penalty: 4583.422852
	Iteration 51Q: 3 clusters Score -981961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -981960.812500 Penalty: 4583.422852
	Iteration 52Q: 3 clusters Score -981960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -981960.437500 Penalty: 4583.422852
	Iteration 53Q: 3 clusters Score -981960.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -981960.312500 Penalty: 4583.422852
	Iteration 54Q: 3 clusters Score -981960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -981961.687500 Penalty: 4583.422852
	Iteration 55Q: 3 clusters Score -981961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -981961.812500 Penalty: 4583.422852
	Iteration 56Q: 3 clusters Score -981961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -981963.000000 Penalty: 4583.422852
	Iteration 57Q: 3 clusters Score -981963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -981963.375000 Penalty: 4583.422852
	Iteration 58Q: 3 clusters Score -981963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -981963.375000 Penalty: 4583.422852
	Iteration 59F: 3 clusters Score -981963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -1288582.625000 Penalty: 2344.083984
	Iteration 0F: 2 clusters Score -1288583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1279137.125000 Penalty: 4688.167969
	Iteration 0F: 3 clusters Score -1279137 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1282311.000000 Penalty: 4688.167969
	Iteration 1F: 3 clusters Score -1282311 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1283025.625000 Penalty: 4688.167969
	Iteration 2F: 3 clusters Score -1283026 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1283751.500000 Penalty: 4688.167969
	Iteration 3F: 3 clusters Score -1283752 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1284428.875000 Penalty: 4688.167969
	Iteration 4F: 3 clusters Score -1284429 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1285054.500000 Penalty: 4688.167969
	Iteration 5F: 3 clusters Score -1285054 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1285486.250000 Penalty: 4688.167969
	Iteration 6F: 3 clusters Score -1285486 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1285767.875000 Penalty: 4688.167969
	Iteration 7Q: 3 clusters Score -1285768 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1286000.375000 Penalty: 4688.167969
	Iteration 8Q: 3 clusters Score -1286000 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1286165.375000 Penalty: 4688.167969
	Iteration 9Q: 3 clusters Score -1286165 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1286296.750000 Penalty: 4688.167969
	Iteration 10Q: 3 clusters Score -1286297 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1286398.500000 Penalty: 4688.167969
	Iteration 11Q: 3 clusters Score -1286398 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1286480.625000 Penalty: 4688.167969
	Iteration 12Q: 3 clusters Score -1286481 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1286562.250000 Penalty: 4688.167969
	Iteration 13Q: 3 clusters Score -1286562 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1286620.875000 Penalty: 4688.167969
	Iteration 14Q: 3 clusters Score -1286621 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1286680.500000 Penalty: 4688.167969
	Iteration 15Q: 3 clusters Score -1286680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1286747.375000 Penalty: 4688.167969
	Iteration 16Q: 3 clusters Score -1286747 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1286808.500000 Penalty: 4688.167969
	Iteration 17Q: 3 clusters Score -1286808 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1286872.625000 Penalty: 4688.167969
	Iteration 18Q: 3 clusters Score -1286873 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1286933.875000 Penalty: 4688.167969
	Iteration 19Q: 3 clusters Score -1286934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1286987.500000 Penalty: 4688.167969
	Iteration 20F: 3 clusters Score -1286988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1287039.750000 Penalty: 4688.167969
	Iteration 21Q: 3 clusters Score -1287040 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1287086.875000 Penalty: 4688.167969
	Iteration 22Q: 3 clusters Score -1287087 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1287118.125000 Penalty: 4688.167969
	Iteration 23Q: 3 clusters Score -1287118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1287159.000000 Penalty: 4688.167969
	Iteration 24Q: 3 clusters Score -1287159 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1287190.875000 Penalty: 4688.167969
	Iteration 25Q: 3 clusters Score -1287191 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1287218.625000 Penalty: 4688.167969
	Iteration 26Q: 3 clusters Score -1287219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1287246.750000 Penalty: 4688.167969
	Iteration 27Q: 3 clusters Score -1287247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1287277.500000 Penalty: 4688.167969
	Iteration 28Q: 3 clusters Score -1287278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1287297.625000 Penalty: 4688.167969
	Iteration 29Q: 3 clusters Score -1287298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1287314.875000 Penalty: 4688.167969
	Iteration 30Q: 3 clusters Score -1287315 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1287331.625000 Penalty: 4688.167969
	Iteration 31Q: 3 clusters Score -1287332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1287350.125000 Penalty: 4688.167969
	Iteration 32Q: 3 clusters Score -1287350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1287363.375000 Penalty: 4688.167969
	Iteration 33Q: 3 clusters Score -1287363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1287377.375000 Penalty: 4688.167969
	Iteration 34Q: 3 clusters Score -1287377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1287393.625000 Penalty: 4688.167969
	Iteration 35Q: 3 clusters Score -1287394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1287405.875000 Penalty: 4688.167969
	Iteration 36Q: 3 clusters Score -1287406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1287414.625000 Penalty: 4688.167969
	Iteration 37Q: 3 clusters Score -1287415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1287428.875000 Penalty: 4688.167969
	Iteration 38Q: 3 clusters Score -1287429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1287436.500000 Penalty: 4688.167969
	Iteration 39Q: 3 clusters Score -1287436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1287448.250000 Penalty: 4688.167969
	Iteration 40F: 3 clusters Score -1287448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1287459.375000 Penalty: 4688.167969
	Iteration 41Q: 3 clusters Score -1287459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1287467.125000 Penalty: 4688.167969
	Iteration 42Q: 3 clusters Score -1287467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1287474.375000 Penalty: 4688.167969
	Iteration 43Q: 3 clusters Score -1287474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1287478.250000 Penalty: 4688.167969
	Iteration 44Q: 3 clusters Score -1287478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1287481.875000 Penalty: 4688.167969
	Iteration 45Q: 3 clusters Score -1287482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1287481.125000 Penalty: 4688.167969
	Iteration 46Q: 3 clusters Score -1287481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1287481.875000 Penalty: 4688.167969
	Iteration 47Q: 3 clusters Score -1287482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1287484.125000 Penalty: 4688.167969
	Iteration 48Q: 3 clusters Score -1287484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1287488.125000 Penalty: 4688.167969
	Iteration 49Q: 3 clusters Score -1287488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1287490.875000 Penalty: 4688.167969
	Iteration 50Q: 3 clusters Score -1287491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1287492.125000 Penalty: 4688.167969
	Iteration 51Q: 3 clusters Score -1287492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1287494.125000 Penalty: 4688.167969
	Iteration 52Q: 3 clusters Score -1287494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1287495.250000 Penalty: 4688.167969
	Iteration 53Q: 3 clusters Score -1287495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1287496.000000 Penalty: 4688.167969
	Iteration 54Q: 3 clusters Score -1287496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1287496.500000 Penalty: 4688.167969
	Iteration 55Q: 3 clusters Score -1287496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1287497.625000 Penalty: 4688.167969
	Iteration 56Q: 3 clusters Score -1287498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1287497.000000 Penalty: 4688.167969
	Iteration 57Q: 3 clusters Score -1287497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1287500.250000 Penalty: 4688.167969
	Iteration 58Q: 3 clusters Score -1287500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1287498.625000 Penalty: 4688.167969
	Iteration 59Q: 3 clusters Score -1287499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1287499.500000 Penalty: 4688.167969
	Iteration 60F: 3 clusters Score -1287500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1287499.125000 Penalty: 4688.167969
	Iteration 61Q: 3 clusters Score -1287499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1287501.250000 Penalty: 4688.167969
	Iteration 62Q: 3 clusters Score -1287501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1287503.500000 Penalty: 4688.167969
	Iteration 63Q: 3 clusters Score -1287504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1287504.125000 Penalty: 4688.167969
	Iteration 64Q: 3 clusters Score -1287504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1287502.500000 Penalty: 4688.167969
	Iteration 65Q: 3 clusters Score -1287502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1287504.000000 Penalty: 4688.167969
	Iteration 66Q: 3 clusters Score -1287504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1287504.250000 Penalty: 4688.167969
	Iteration 67Q: 3 clusters Score -1287504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1287507.000000 Penalty: 4688.167969
	Iteration 68Q: 3 clusters Score -1287507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1287504.500000 Penalty: 4688.167969
	Iteration 69Q: 3 clusters Score -1287504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1287505.250000 Penalty: 4688.167969
	Iteration 70Q: 3 clusters Score -1287505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1287505.250000 Penalty: 4688.167969
	Iteration 71F: 3 clusters Score -1287505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Entering Unmasked Estep 
Score: -909071.750000 Penalty: 2242.601807
	Iteration 0F: 2 clusters Score -909071.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -902385.125000 Penalty: 4485.203613
	Iteration 0F: 3 clusters Score -902385.1 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -904198.312500 Penalty: 4485.203613
	Iteration 1F: 3 clusters Score -904198.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -904475.500000 Penalty: 4485.203613
	Iteration 2F: 3 clusters Score -904475.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -904690.312500 Penalty: 4485.203613
	Iteration 3F: 3 clusters Score -904690.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -904860.812500 Penalty: 4485.203613
	Iteration 4Q: 3 clusters Score -904860.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -904975.375000 Penalty: 4485.203613
	Iteration 5Q: 3 clusters Score -904975.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -905068.812500 Penalty: 4485.203613
	Iteration 6Q: 3 clusters Score -905068.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -905146.125000 Penalty: 4485.203613
	Iteration 7Q: 3 clusters Score -905146.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -905215.625000 Penalty: 4485.203613
	Iteration 8Q: 3 clusters Score -905215.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -905285.937500 Penalty: 4485.203613
	Iteration 9Q: 3 clusters Score -905285.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -905378.687500 Penalty: 4485.203613
	Iteration 10Q: 3 clusters Score -905378.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -905482.187500 Penalty: 4485.203613
	Iteration 11Q: 3 clusters Score -905482.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -905595.000000 Penalty: 4485.203613
	Iteration 12Q: 3 clusters Score -905595 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -905740.125000 Penalty: 4485.203613
	Iteration 13Q: 3 clusters Score -905740.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -905924.125000 Penalty: 4485.203613
	Iteration 14Q: 3 clusters Score -905924.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -906140.437500 Penalty: 4485.203613
	Iteration 15Q: 3 clusters Score -906140.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -906372.500000 Penalty: 4485.203613
	Iteration 16Q: 3 clusters Score -906372.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -906651.687500 Penalty: 4485.203613
	Iteration 17Q: 3 clusters Score -906651.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -906991.687500 Penalty: 4485.203613
	Iteration 18Q: 3 clusters Score -906991.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -907296.687500 Penalty: 4485.203613
	Iteration 19Q: 3 clusters Score -907296.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -907511.250000 Penalty: 4485.203613
	Iteration 20F: 3 clusters Score -907511.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -907670.250000 Penalty: 4485.203613
	Iteration 21Q: 3 clusters Score -907670.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -907774.562500 Penalty: 4485.203613
	Iteration 22Q: 3 clusters Score -907774.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -907838.312500 Penalty: 4485.203613
	Iteration 23Q: 3 clusters Score -907838.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -907883.812500 Penalty: 4485.203613
	Iteration 24Q: 3 clusters Score -907883.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -907906.500000 Penalty: 4485.203613
	Iteration 25Q: 3 clusters Score -907906.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -907918.125000 Penalty: 4485.203613
	Iteration 26Q: 3 clusters Score -907918.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -907921.687500 Penalty: 4485.203613
	Iteration 27Q: 3 clusters Score -907921.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -907928.937500 Penalty: 4485.203613
	Iteration 28Q: 3 clusters Score -907928.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -907934.375000 Penalty: 4485.203613
	Iteration 29Q: 3 clusters Score -907934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -907933.312500 Penalty: 4485.203613
	Iteration 30Q: 3 clusters Score -907933.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -907934.062500 Penalty: 4485.203613
	Iteration 31Q: 3 clusters Score -907934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -907939.000000 Penalty: 4485.203613
	Iteration 32Q: 3 clusters Score -907939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -907942.187500 Penalty: 4485.203613
	Iteration 33Q: 3 clusters Score -907942.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -907945.937500 Penalty: 4485.203613
	Iteration 34Q: 3 clusters Score -907945.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -907947.625000 Penalty: 4485.203613
	Iteration 35Q: 3 clusters Score -907947.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -907950.687500 Penalty: 4485.203613
	Iteration 36Q: 3 clusters Score -907950.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -907950.437500 Penalty: 4485.203613
	Iteration 37Q: 3 clusters Score -907950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -907955.125000 Penalty: 4485.203613
	Iteration 38Q: 3 clusters Score -907955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -907954.625000 Penalty: 4485.203613
	Iteration 39Q: 3 clusters Score -907954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -907953.687500 Penalty: 4485.203613
	Iteration 40F: 3 clusters Score -907953.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -83794.265625 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -83794.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82050.335938 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -82050.34 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82428.171875 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -82428.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82654.968750 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -82654.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82857.515625 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -82857.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82948.617188 Penalty: 3352.590576
	Iteration 4F: 3 clusters Score -82948.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82997.687500 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -82997.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83041.375000 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -83041.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83076.359375 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -83076.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83112.835938 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -83112.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83140.890625 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -83140.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -83160.359375 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -83160.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83167.171875 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -83167.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83171.937500 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -83171.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83176.789062 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -83176.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83183.179688 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -83183.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83189.101562 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -83189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83192.328125 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -83192.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83194.250000 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -83194.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83195.695312 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -83195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83196.468750 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -83196.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83196.468750 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -83196.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Entering Unmasked Estep 
Score: -3714967.000000 Penalty: 2579.134766
	Iteration 0F: 2 clusters Score -3714967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3692459.250000 Penalty: 5158.269531
	Iteration 0F: 3 clusters Score -3692459 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3700947.000000 Penalty: 5158.269531
	Iteration 1F: 3 clusters Score -3700947 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3701607.750000 Penalty: 5158.269531
	Iteration 2F: 3 clusters Score -3701608 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3702315.750000 Penalty: 5158.269531
	Iteration 3F: 3 clusters Score -3702316 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3703147.750000 Penalty: 5158.269531
	Iteration 4F: 3 clusters Score -3703148 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3704178.250000 Penalty: 5158.269531
	Iteration 5F: 3 clusters Score -3704178 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3705496.500000 Penalty: 5158.269531
	Iteration 6F: 3 clusters Score -3705496 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3707019.250000 Penalty: 5158.269531
	Iteration 7F: 3 clusters Score -3707019 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3708688.250000 Penalty: 5158.269531
	Iteration 8F: 3 clusters Score -3708688 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3710111.250000 Penalty: 5158.269531
	Iteration 9F: 3 clusters Score -3710111 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3711136.500000 Penalty: 5158.269531
	Iteration 10Q: 3 clusters Score -3711136 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -3711860.250000 Penalty: 5158.269531
	Iteration 11Q: 3 clusters Score -3711860 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3712397.250000 Penalty: 5158.269531
	Iteration 12Q: 3 clusters Score -3712397 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3712827.250000 Penalty: 5158.269531
	Iteration 13Q: 3 clusters Score -3712827 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3713165.750000 Penalty: 5158.269531
	Iteration 14Q: 3 clusters Score -3713166 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3713481.500000 Penalty: 5158.269531
	Iteration 15Q: 3 clusters Score -3713482 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3713786.750000 Penalty: 5158.269531
	Iteration 16Q: 3 clusters Score -3713787 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -3713965.000000 Penalty: 5158.269531
	Iteration 17Q: 3 clusters Score -3713965 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3714064.250000 Penalty: 5158.269531
	Iteration 18Q: 3 clusters Score -3714064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3714097.750000 Penalty: 5158.269531
	Iteration 19Q: 3 clusters Score -3714098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3714124.250000 Penalty: 5158.269531
	Iteration 20F: 3 clusters Score -3714124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -3714131.750000 Penalty: 5158.269531
	Iteration 21Q: 3 clusters Score -3714132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3714146.500000 Penalty: 5158.269531
	Iteration 22Q: 3 clusters Score -3714146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3714152.000000 Penalty: 5158.269531
	Iteration 23Q: 3 clusters Score -3714152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3714157.250000 Penalty: 5158.269531
	Iteration 24Q: 3 clusters Score -3714157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3714154.000000 Penalty: 5158.269531
	Iteration 25Q: 3 clusters Score -3714154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3714163.750000 Penalty: 5158.269531
	Iteration 26Q: 3 clusters Score -3714164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3714171.000000 Penalty: 5158.269531
	Iteration 27Q: 3 clusters Score -3714171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3714176.500000 Penalty: 5158.269531
	Iteration 28Q: 3 clusters Score -3714176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3714178.750000 Penalty: 5158.269531
	Iteration 29Q: 3 clusters Score -3714179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3714174.750000 Penalty: 5158.269531
	Iteration 30Q: 3 clusters Score -3714175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3714181.250000 Penalty: 5158.269531
	Iteration 31Q: 3 clusters Score -3714181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3714179.750000 Penalty: 5158.269531
	Iteration 32Q: 3 clusters Score -3714180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3714179.500000 Penalty: 5158.269531
	Iteration 33Q: 3 clusters Score -3714180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -3714178.500000 Penalty: 5158.269531
	Iteration 34Q: 3 clusters Score -3714178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -3714178.500000 Penalty: 5158.269531
	Iteration 35F: 3 clusters Score -3714178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -109001.554688 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -109001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -107010.437500 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -107010.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107334.273438 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -107334.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107457.414062 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -107457.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107531.523438 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -107531.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -107603.351562 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -107603.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -107665.320312 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -107665.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -107730.484375 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -107730.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -107783.320312 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -107783.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107862.929688 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -107862.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -107909.789062 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -107909.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107951.679688 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -107951.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107991.968750 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -107992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108048.945312 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -108048.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -108144.179688 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -108144.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -108246.867188 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -108246.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -108289.320312 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -108289.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -108343.984375 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -108344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -108431.648438 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -108431.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108609.156250 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -108609.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -108940.773438 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -108940.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -109149.851562 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -109149.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109281.554688 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -109281.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109332.335938 Penalty: 3453.742188
	Iteration 22Q: 3 clusters Score -109332.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -109357.398438 Penalty: 3453.742188
	Iteration 23Q: 3 clusters Score -109357.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109397.585938 Penalty: 3453.742188
	Iteration 24Q: 3 clusters Score -109397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -109435.632812 Penalty: 3453.742188
	Iteration 25Q: 3 clusters Score -109435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -109444.273438 Penalty: 3453.742188
	Iteration 26Q: 3 clusters Score -109444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -109447.671875 Penalty: 3453.742188
	Iteration 27Q: 3 clusters Score -109447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -109448.546875 Penalty: 3453.742188
	Iteration 28Q: 3 clusters Score -109448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -109449.507812 Penalty: 3453.742188
	Iteration 29Q: 3 clusters Score -109449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -109450.679688 Penalty: 3453.742188
	Iteration 30Q: 3 clusters Score -109450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109458.398438 Penalty: 3453.742188
	Iteration 31Q: 3 clusters Score -109458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -109471.632812 Penalty: 3453.742188
	Iteration 32Q: 3 clusters Score -109471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -109482.492188 Penalty: 3453.742188
	Iteration 33Q: 3 clusters Score -109482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -109485.906250 Penalty: 3453.742188
	Iteration 34Q: 3 clusters Score -109485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -109490.781250 Penalty: 3453.742188
	Iteration 35Q: 3 clusters Score -109490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -109496.164062 Penalty: 3453.742188
	Iteration 36Q: 3 clusters Score -109496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109499.296875 Penalty: 3453.742188
	Iteration 37Q: 3 clusters Score -109499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109506.312500 Penalty: 3453.742188
	Iteration 38Q: 3 clusters Score -109506.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -109518.562500 Penalty: 3453.742188
	Iteration 39Q: 3 clusters Score -109518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109537.023438 Penalty: 3453.742188
	Iteration 40F: 3 clusters Score -109537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -109555.820312 Penalty: 3453.742188
	Iteration 41Q: 3 clusters Score -109555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109562.515625 Penalty: 3453.742188
	Iteration 42Q: 3 clusters Score -109562.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -109571.765625 Penalty: 3453.742188
	Iteration 43Q: 3 clusters Score -109571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109580.343750 Penalty: 3453.742188
	Iteration 44Q: 3 clusters Score -109580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109598.460938 Penalty: 3453.742188
	Iteration 45Q: 3 clusters Score -109598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109621.976562 Penalty: 3453.742188
	Iteration 46Q: 3 clusters Score -109622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -109628.414062 Penalty: 3453.742188
	Iteration 47Q: 3 clusters Score -109628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109635.062500 Penalty: 3453.742188
	Iteration 48Q: 3 clusters Score -109635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -109637.476562 Penalty: 3453.742188
	Iteration 49Q: 3 clusters Score -109637.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109642.546875 Penalty: 3453.742188
	Iteration 50Q: 3 clusters Score -109642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109642.546875 Penalty: 3453.742188
	Iteration 51F: 3 clusters Score -109642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17274 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Mstep: Class 66 contains 676 members 
Entering Unmasked Estep 
Score: -139290560.000000 Penalty: 230321.296875
Splitting cluster 28 changes total score from -139291728.000000 to -139290560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -3031410.750000 Penalty: 2526.714844
	Iteration 0F: 2 clusters Score -3031411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3013073.500000 Penalty: 5053.429688
	Iteration 0F: 3 clusters Score -3013074 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3019483.250000 Penalty: 5053.429688
	Iteration 1F: 3 clusters Score -3019483 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3020017.500000 Penalty: 5053.429688
	Iteration 2F: 3 clusters Score -3020018 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3020468.750000 Penalty: 5053.429688
	Iteration 3Q: 3 clusters Score -3020469 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3020909.750000 Penalty: 5053.429688
	Iteration 4Q: 3 clusters Score -3020910 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3021400.250000 Penalty: 5053.429688
	Iteration 5Q: 3 clusters Score -3021400 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3021970.750000 Penalty: 5053.429688
	Iteration 6Q: 3 clusters Score -3021971 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3022735.000000 Penalty: 5053.429688
	Iteration 7Q: 3 clusters Score -3022735 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3023736.000000 Penalty: 5053.429688
	Iteration 8F: 3 clusters Score -3023736 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3024788.500000 Penalty: 5053.429688
	Iteration 9F: 3 clusters Score -3024788 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3025703.750000 Penalty: 5053.429688
	Iteration 10F: 3 clusters Score -3025704 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3026389.750000 Penalty: 5053.429688
	Iteration 11Q: 3 clusters Score -3026390 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3026807.750000 Penalty: 5053.429688
	Iteration 12Q: 3 clusters Score -3026808 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3027115.750000 Penalty: 5053.429688
	Iteration 13Q: 3 clusters Score -3027116 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3027362.750000 Penalty: 5053.429688
	Iteration 14Q: 3 clusters Score -3027363 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3027541.000000 Penalty: 5053.429688
	Iteration 15Q: 3 clusters Score -3027541 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3027669.500000 Penalty: 5053.429688
	Iteration 16Q: 3 clusters Score -3027670 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3027751.750000 Penalty: 5053.429688
	Iteration 17Q: 3 clusters Score -3027752 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3027808.750000 Penalty: 5053.429688
	Iteration 18Q: 3 clusters Score -3027809 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3027835.750000 Penalty: 5053.429688
	Iteration 19Q: 3 clusters Score -3027836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3027853.250000 Penalty: 5053.429688
	Iteration 20F: 3 clusters Score -3027853 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3027887.500000 Penalty: 5053.429688
	Iteration 21Q: 3 clusters Score -3027888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3027917.000000 Penalty: 5053.429688
	Iteration 22Q: 3 clusters Score -3027917 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3027960.000000 Penalty: 5053.429688
	Iteration 23Q: 3 clusters Score -3027960 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3027998.000000 Penalty: 5053.429688
	Iteration 24Q: 3 clusters Score -3027998 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3028043.000000 Penalty: 5053.429688
	Iteration 25Q: 3 clusters Score -3028043 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3028087.750000 Penalty: 5053.429688
	Iteration 26Q: 3 clusters Score -3028088 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3028145.250000 Penalty: 5053.429688
	Iteration 27Q: 3 clusters Score -3028145 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3028192.750000 Penalty: 5053.429688
	Iteration 28Q: 3 clusters Score -3028193 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3028245.750000 Penalty: 5053.429688
	Iteration 29Q: 3 clusters Score -3028246 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3028289.250000 Penalty: 5053.429688
	Iteration 30Q: 3 clusters Score -3028289 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3028332.000000 Penalty: 5053.429688
	Iteration 31Q: 3 clusters Score -3028332 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3028399.750000 Penalty: 5053.429688
	Iteration 32Q: 3 clusters Score -3028400 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3028461.500000 Penalty: 5053.429688
	Iteration 33Q: 3 clusters Score -3028462 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3028524.000000 Penalty: 5053.429688
	Iteration 34Q: 3 clusters Score -3028524 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3028605.000000 Penalty: 5053.429688
	Iteration 35Q: 3 clusters Score -3028605 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3028663.500000 Penalty: 5053.429688
	Iteration 36Q: 3 clusters Score -3028664 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3028726.000000 Penalty: 5053.429688
	Iteration 37Q: 3 clusters Score -3028726 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3028793.500000 Penalty: 5053.429688
	Iteration 38Q: 3 clusters Score -3028794 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3028887.250000 Penalty: 5053.429688
	Iteration 39Q: 3 clusters Score -3028887 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3028961.250000 Penalty: 5053.429688
	Iteration 40F: 3 clusters Score -3028961 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3029079.250000 Penalty: 5053.429688
	Iteration 41Q: 3 clusters Score -3029079 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3029186.250000 Penalty: 5053.429688
	Iteration 42Q: 3 clusters Score -3029186 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3029287.500000 Penalty: 5053.429688
	Iteration 43Q: 3 clusters Score -3029288 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3029380.000000 Penalty: 5053.429688
	Iteration 44Q: 3 clusters Score -3029380 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3029481.000000 Penalty: 5053.429688
	Iteration 45Q: 3 clusters Score -3029481 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3029548.500000 Penalty: 5053.429688
	Iteration 46Q: 3 clusters Score -3029548 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3029623.250000 Penalty: 5053.429688
	Iteration 47Q: 3 clusters Score -3029623 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3029703.250000 Penalty: 5053.429688
	Iteration 48Q: 3 clusters Score -3029703 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3029749.500000 Penalty: 5053.429688
	Iteration 49Q: 3 clusters Score -3029750 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3029806.750000 Penalty: 5053.429688
	Iteration 50Q: 3 clusters Score -3029807 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3029853.000000 Penalty: 5053.429688
	Iteration 51Q: 3 clusters Score -3029853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3029897.750000 Penalty: 5053.429688
	Iteration 52Q: 3 clusters Score -3029898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3029943.500000 Penalty: 5053.429688
	Iteration 53Q: 3 clusters Score -3029944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3029985.750000 Penalty: 5053.429688
	Iteration 54Q: 3 clusters Score -3029986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3030049.000000 Penalty: 5053.429688
	Iteration 55Q: 3 clusters Score -3030049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3030112.250000 Penalty: 5053.429688
	Iteration 56Q: 3 clusters Score -3030112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3030173.250000 Penalty: 5053.429688
	Iteration 57Q: 3 clusters Score -3030173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3030216.250000 Penalty: 5053.429688
	Iteration 58Q: 3 clusters Score -3030216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3030245.250000 Penalty: 5053.429688
	Iteration 59Q: 3 clusters Score -3030245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3030259.750000 Penalty: 5053.429688
	Iteration 60F: 3 clusters Score -3030260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3030272.000000 Penalty: 5053.429688
	Iteration 61Q: 3 clusters Score -3030272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3030283.000000 Penalty: 5053.429688
	Iteration 62Q: 3 clusters Score -3030283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3030297.000000 Penalty: 5053.429688
	Iteration 63Q: 3 clusters Score -3030297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3030294.000000 Penalty: 5053.429688
	Iteration 64Q: 3 clusters Score -3030294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3030307.000000 Penalty: 5053.429688
	Iteration 65Q: 3 clusters Score -3030307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3030305.500000 Penalty: 5053.429688
	Iteration 66Q: 3 clusters Score -3030306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3030307.250000 Penalty: 5053.429688
	Iteration 67Q: 3 clusters Score -3030307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3030315.750000 Penalty: 5053.429688
	Iteration 68Q: 3 clusters Score -3030316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3030319.500000 Penalty: 5053.429688
	Iteration 69Q: 3 clusters Score -3030320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3030314.500000 Penalty: 5053.429688
	Iteration 70Q: 3 clusters Score -3030314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3030316.750000 Penalty: 5053.429688
	Iteration 71Q: 3 clusters Score -3030317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3030316.750000 Penalty: 5053.429688
	Iteration 72F: 3 clusters Score -3030317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -1196888.500000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1196888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1188697.750000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1188698 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1191208.125000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1191208 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1191739.750000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1191740 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1192208.250000 Penalty: 4608.929688
	Iteration 3F: 3 clusters Score -1192208 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1192599.750000 Penalty: 4608.929688
	Iteration 4F: 3 clusters Score -1192600 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1192902.875000 Penalty: 4608.929688
	Iteration 5F: 3 clusters Score -1192903 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1193158.750000 Penalty: 4608.929688
	Iteration 6Q: 3 clusters Score -1193159 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1193398.000000 Penalty: 4608.929688
	Iteration 7Q: 3 clusters Score -1193398 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1193620.875000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1193621 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1193859.375000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1193859 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1194108.625000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1194109 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1194342.750000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1194343 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1194551.000000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1194551 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1194727.375000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1194727 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1194878.375000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1194878 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1195016.250000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1195016 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1195123.500000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1195124 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1195214.250000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1195214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1195282.625000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1195283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1195329.250000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1195329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1195367.000000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1195367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1195395.750000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1195396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1195407.625000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1195408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1195417.125000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1195417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1195430.125000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1195430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1195435.375000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1195435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1195439.250000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1195439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1195438.250000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1195438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1195442.625000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1195443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1195441.875000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1195442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1195443.750000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1195444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1195444.750000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1195445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1195445.125000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1195445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1195449.750000 Penalty: 4608.929688
	Iteration 33Q: 3 clusters Score -1195450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1195452.000000 Penalty: 4608.929688
	Iteration 34Q: 3 clusters Score -1195452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1195455.250000 Penalty: 4608.929688
	Iteration 35Q: 3 clusters Score -1195455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1195455.875000 Penalty: 4608.929688
	Iteration 36Q: 3 clusters Score -1195456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1195455.875000 Penalty: 4608.929688
	Iteration 37F: 3 clusters Score -1195456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Entering Unmasked Estep 
Score: -3092064.250000 Penalty: 2553.877197
	Iteration 0F: 2 clusters Score -3092064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3071932.500000 Penalty: 5107.754395
	Iteration 0F: 3 clusters Score -3071932 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3079569.250000 Penalty: 5107.754395
	Iteration 1F: 3 clusters Score -3079569 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3080595.250000 Penalty: 5107.754395
	Iteration 2F: 3 clusters Score -3080595 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3081779.750000 Penalty: 5107.754395
	Iteration 3F: 3 clusters Score -3081780 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3083138.250000 Penalty: 5107.754395
	Iteration 4F: 3 clusters Score -3083138 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3084496.000000 Penalty: 5107.754395
	Iteration 5F: 3 clusters Score -3084496 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3085963.500000 Penalty: 5107.754395
	Iteration 6F: 3 clusters Score -3085964 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3087428.000000 Penalty: 5107.754395
	Iteration 7F: 3 clusters Score -3087428 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3088561.750000 Penalty: 5107.754395
	Iteration 8F: 3 clusters Score -3088562 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3089280.250000 Penalty: 5107.754395
	Iteration 9Q: 3 clusters Score -3089280 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3089719.000000 Penalty: 5107.754395
	Iteration 10Q: 3 clusters Score -3089719 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3089972.750000 Penalty: 5107.754395
	Iteration 11Q: 3 clusters Score -3089973 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3090139.500000 Penalty: 5107.754395
	Iteration 12Q: 3 clusters Score -3090140 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3090268.500000 Penalty: 5107.754395
	Iteration 13Q: 3 clusters Score -3090268 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3090374.000000 Penalty: 5107.754395
	Iteration 14Q: 3 clusters Score -3090374 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3090442.750000 Penalty: 5107.754395
	Iteration 15Q: 3 clusters Score -3090443 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3090514.750000 Penalty: 5107.754395
	Iteration 16Q: 3 clusters Score -3090515 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3090566.750000 Penalty: 5107.754395
	Iteration 17Q: 3 clusters Score -3090567 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3090625.250000 Penalty: 5107.754395
	Iteration 18Q: 3 clusters Score -3090625 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3090703.000000 Penalty: 5107.754395
	Iteration 19Q: 3 clusters Score -3090703 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3090734.250000 Penalty: 5107.754395
	Iteration 20F: 3 clusters Score -3090734 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3090762.000000 Penalty: 5107.754395
	Iteration 21Q: 3 clusters Score -3090762 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3090796.750000 Penalty: 5107.754395
	Iteration 22Q: 3 clusters Score -3090797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3090804.250000 Penalty: 5107.754395
	Iteration 23Q: 3 clusters Score -3090804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3090810.250000 Penalty: 5107.754395
	Iteration 24Q: 3 clusters Score -3090810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3090817.500000 Penalty: 5107.754395
	Iteration 25Q: 3 clusters Score -3090818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3090826.500000 Penalty: 5107.754395
	Iteration 26Q: 3 clusters Score -3090826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3090829.750000 Penalty: 5107.754395
	Iteration 27Q: 3 clusters Score -3090830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3090831.500000 Penalty: 5107.754395
	Iteration 28Q: 3 clusters Score -3090832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3090827.750000 Penalty: 5107.754395
	Iteration 29Q: 3 clusters Score -3090828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3090837.500000 Penalty: 5107.754395
	Iteration 30Q: 3 clusters Score -3090838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3090834.250000 Penalty: 5107.754395
	Iteration 31Q: 3 clusters Score -3090834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3090833.250000 Penalty: 5107.754395
	Iteration 32Q: 3 clusters Score -3090833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3090830.250000 Penalty: 5107.754395
	Iteration 33Q: 3 clusters Score -3090830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3090840.250000 Penalty: 5107.754395
	Iteration 34Q: 3 clusters Score -3090840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3090847.250000 Penalty: 5107.754395
	Iteration 35Q: 3 clusters Score -3090847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3090849.750000 Penalty: 5107.754395
	Iteration 36Q: 3 clusters Score -3090850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3090852.000000 Penalty: 5107.754395
	Iteration 37Q: 3 clusters Score -3090852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3090857.500000 Penalty: 5107.754395
	Iteration 38Q: 3 clusters Score -3090858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3090865.000000 Penalty: 5107.754395
	Iteration 39Q: 3 clusters Score -3090865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3090853.250000 Penalty: 5107.754395
	Iteration 40F: 3 clusters Score -3090853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3090858.500000 Penalty: 5107.754395
	Iteration 41Q: 3 clusters Score -3090858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3090859.750000 Penalty: 5107.754395
	Iteration 42Q: 3 clusters Score -3090860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3090863.500000 Penalty: 5107.754395
	Iteration 43Q: 3 clusters Score -3090864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3090866.000000 Penalty: 5107.754395
	Iteration 44Q: 3 clusters Score -3090866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3090860.000000 Penalty: 5107.754395
	Iteration 45Q: 3 clusters Score -3090860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3090863.250000 Penalty: 5107.754395
	Iteration 46Q: 3 clusters Score -3090863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3090863.250000 Penalty: 5107.754395
	Iteration 47F: 3 clusters Score -3090863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Entering Unmasked Estep 
Score: -810031.437500 Penalty: 2213.644531
	Iteration 0F: 2 clusters Score -810031.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -803971.750000 Penalty: 4427.289062
	Iteration 0F: 3 clusters Score -803971.8 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -805628.437500 Penalty: 4427.289062
	Iteration 1F: 3 clusters Score -805628.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -805882.000000 Penalty: 4427.289062
	Iteration 2F: 3 clusters Score -805882 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -806076.812500 Penalty: 4427.289062
	Iteration 3F: 3 clusters Score -806076.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -806221.562500 Penalty: 4427.289062
	Iteration 4Q: 3 clusters Score -806221.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -806344.687500 Penalty: 4427.289062
	Iteration 5Q: 3 clusters Score -806344.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -806443.937500 Penalty: 4427.289062
	Iteration 6Q: 3 clusters Score -806443.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -806557.750000 Penalty: 4427.289062
	Iteration 7Q: 3 clusters Score -806557.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -806665.937500 Penalty: 4427.289062
	Iteration 8Q: 3 clusters Score -806665.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -806769.062500 Penalty: 4427.289062
	Iteration 9Q: 3 clusters Score -806769.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -806881.437500 Penalty: 4427.289062
	Iteration 10Q: 3 clusters Score -806881.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -806989.500000 Penalty: 4427.289062
	Iteration 11Q: 3 clusters Score -806989.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -807099.875000 Penalty: 4427.289062
	Iteration 12Q: 3 clusters Score -807099.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -807206.687500 Penalty: 4427.289062
	Iteration 13Q: 3 clusters Score -807206.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -807317.125000 Penalty: 4427.289062
	Iteration 14Q: 3 clusters Score -807317.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -807432.875000 Penalty: 4427.289062
	Iteration 15Q: 3 clusters Score -807432.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -807524.750000 Penalty: 4427.289062
	Iteration 16Q: 3 clusters Score -807524.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -807622.937500 Penalty: 4427.289062
	Iteration 17Q: 3 clusters Score -807622.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -807710.562500 Penalty: 4427.289062
	Iteration 18Q: 3 clusters Score -807710.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -807798.062500 Penalty: 4427.289062
	Iteration 19Q: 3 clusters Score -807798.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -807878.500000 Penalty: 4427.289062
	Iteration 20F: 3 clusters Score -807878.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -807946.750000 Penalty: 4427.289062
	Iteration 21Q: 3 clusters Score -807946.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -807991.687500 Penalty: 4427.289062
	Iteration 22Q: 3 clusters Score -807991.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -808022.375000 Penalty: 4427.289062
	Iteration 23Q: 3 clusters Score -808022.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -808048.187500 Penalty: 4427.289062
	Iteration 24Q: 3 clusters Score -808048.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -808067.500000 Penalty: 4427.289062
	Iteration 25Q: 3 clusters Score -808067.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -808084.062500 Penalty: 4427.289062
	Iteration 26Q: 3 clusters Score -808084.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -808104.187500 Penalty: 4427.289062
	Iteration 27Q: 3 clusters Score -808104.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -808121.062500 Penalty: 4427.289062
	Iteration 28Q: 3 clusters Score -808121.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -808135.875000 Penalty: 4427.289062
	Iteration 29Q: 3 clusters Score -808135.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -808147.687500 Penalty: 4427.289062
	Iteration 30Q: 3 clusters Score -808147.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -808162.125000 Penalty: 4427.289062
	Iteration 31Q: 3 clusters Score -808162.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -808179.125000 Penalty: 4427.289062
	Iteration 32Q: 3 clusters Score -808179.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -808189.312500 Penalty: 4427.289062
	Iteration 33Q: 3 clusters Score -808189.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -808197.750000 Penalty: 4427.289062
	Iteration 34Q: 3 clusters Score -808197.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -808200.875000 Penalty: 4427.289062
	Iteration 35Q: 3 clusters Score -808200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -808204.750000 Penalty: 4427.289062
	Iteration 36Q: 3 clusters Score -808204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -808208.812500 Penalty: 4427.289062
	Iteration 37Q: 3 clusters Score -808208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -808213.875000 Penalty: 4427.289062
	Iteration 38Q: 3 clusters Score -808213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -808215.812500 Penalty: 4427.289062
	Iteration 39Q: 3 clusters Score -808215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -808218.062500 Penalty: 4427.289062
	Iteration 40F: 3 clusters Score -808218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -808216.750000 Penalty: 4427.289062
	Iteration 41Q: 3 clusters Score -808216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -808218.062500 Penalty: 4427.289062
	Iteration 42Q: 3 clusters Score -808218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -808218.062500 Penalty: 4427.289062
	Iteration 43F: 3 clusters Score -808218.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -523125.156250 Penalty: 2095.596191
	Iteration 0F: 2 clusters Score -523125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -518829.875000 Penalty: 4191.192383
	Iteration 0F: 3 clusters Score -518829.9 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -519828.812500 Penalty: 4191.192383
	Iteration 1F: 3 clusters Score -519828.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -520070.750000 Penalty: 4191.192383
	Iteration 2F: 3 clusters Score -520070.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -520254.937500 Penalty: 4191.192383
	Iteration 3F: 3 clusters Score -520254.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -520404.125000 Penalty: 4191.192383
	Iteration 4Q: 3 clusters Score -520404.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -520519.156250 Penalty: 4191.192383
	Iteration 5Q: 3 clusters Score -520519.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -520600.031250 Penalty: 4191.192383
	Iteration 6Q: 3 clusters Score -520600 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -520679.281250 Penalty: 4191.192383
	Iteration 7Q: 3 clusters Score -520679.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -520768.968750 Penalty: 4191.192383
	Iteration 8Q: 3 clusters Score -520769 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -520842.687500 Penalty: 4191.192383
	Iteration 9Q: 3 clusters Score -520842.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -520904.875000 Penalty: 4191.192383
	Iteration 10Q: 3 clusters Score -520904.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -520959.093750 Penalty: 4191.192383
	Iteration 11Q: 3 clusters Score -520959.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -521007.906250 Penalty: 4191.192383
	Iteration 12Q: 3 clusters Score -521007.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -521048.500000 Penalty: 4191.192383
	Iteration 13Q: 3 clusters Score -521048.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -521094.375000 Penalty: 4191.192383
	Iteration 14Q: 3 clusters Score -521094.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -521142.562500 Penalty: 4191.192383
	Iteration 15Q: 3 clusters Score -521142.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -521182.343750 Penalty: 4191.192383
	Iteration 16Q: 3 clusters Score -521182.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -521218.750000 Penalty: 4191.192383
	Iteration 17Q: 3 clusters Score -521218.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -521261.718750 Penalty: 4191.192383
	Iteration 18Q: 3 clusters Score -521261.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -521310.187500 Penalty: 4191.192383
	Iteration 19Q: 3 clusters Score -521310.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -521352.437500 Penalty: 4191.192383
	Iteration 20F: 3 clusters Score -521352.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -521386.531250 Penalty: 4191.192383
	Iteration 21Q: 3 clusters Score -521386.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -521413.250000 Penalty: 4191.192383
	Iteration 22Q: 3 clusters Score -521413.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -521436.531250 Penalty: 4191.192383
	Iteration 23Q: 3 clusters Score -521436.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -521458.656250 Penalty: 4191.192383
	Iteration 24Q: 3 clusters Score -521458.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -521475.468750 Penalty: 4191.192383
	Iteration 25Q: 3 clusters Score -521475.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -521494.531250 Penalty: 4191.192383
	Iteration 26Q: 3 clusters Score -521494.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -521513.937500 Penalty: 4191.192383
	Iteration 27Q: 3 clusters Score -521513.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -521532.687500 Penalty: 4191.192383
	Iteration 28Q: 3 clusters Score -521532.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -521556.312500 Penalty: 4191.192383
	Iteration 29Q: 3 clusters Score -521556.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -521566.593750 Penalty: 4191.192383
	Iteration 30Q: 3 clusters Score -521566.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -521575.187500 Penalty: 4191.192383
	Iteration 31Q: 3 clusters Score -521575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -521583.718750 Penalty: 4191.192383
	Iteration 32Q: 3 clusters Score -521583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -521591.093750 Penalty: 4191.192383
	Iteration 33Q: 3 clusters Score -521591.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -521597.968750 Penalty: 4191.192383
	Iteration 34Q: 3 clusters Score -521598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -521600.343750 Penalty: 4191.192383
	Iteration 35Q: 3 clusters Score -521600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -521602.406250 Penalty: 4191.192383
	Iteration 36Q: 3 clusters Score -521602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -521605.593750 Penalty: 4191.192383
	Iteration 37Q: 3 clusters Score -521605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -521606.125000 Penalty: 4191.192383
	Iteration 38Q: 3 clusters Score -521606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -521609.500000 Penalty: 4191.192383
	Iteration 39Q: 3 clusters Score -521609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -521611.000000 Penalty: 4191.192383
	Iteration 40F: 3 clusters Score -521611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -521610.968750 Penalty: 4191.192383
	Iteration 41Q: 3 clusters Score -521611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -521611.687500 Penalty: 4191.192383
	Iteration 42Q: 3 clusters Score -521611.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -521611.687500 Penalty: 4191.192383
	Iteration 43F: 3 clusters Score -521611.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -1741111.500000 Penalty: 2390.649902
	Iteration 0F: 2 clusters Score -1741112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1730043.500000 Penalty: 4781.299805
	Iteration 0F: 3 clusters Score -1730044 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1733442.625000 Penalty: 4781.299805
	Iteration 1F: 3 clusters Score -1733443 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1733833.875000 Penalty: 4781.299805
	Iteration 2F: 3 clusters Score -1733834 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1734301.750000 Penalty: 4781.299805
	Iteration 3F: 3 clusters Score -1734302 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1734910.750000 Penalty: 4781.299805
	Iteration 4F: 3 clusters Score -1734911 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1735578.375000 Penalty: 4781.299805
	Iteration 5F: 3 clusters Score -1735578 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1736250.625000 Penalty: 4781.299805
	Iteration 6F: 3 clusters Score -1736251 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1736861.000000 Penalty: 4781.299805
	Iteration 7F: 3 clusters Score -1736861 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1737419.875000 Penalty: 4781.299805
	Iteration 8F: 3 clusters Score -1737420 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1737918.875000 Penalty: 4781.299805
	Iteration 9F: 3 clusters Score -1737919 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1738337.125000 Penalty: 4781.299805
	Iteration 10Q: 3 clusters Score -1738337 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1738706.000000 Penalty: 4781.299805
	Iteration 11Q: 3 clusters Score -1738706 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1739028.750000 Penalty: 4781.299805
	Iteration 12Q: 3 clusters Score -1739029 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1739292.625000 Penalty: 4781.299805
	Iteration 13Q: 3 clusters Score -1739293 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1739527.250000 Penalty: 4781.299805
	Iteration 14Q: 3 clusters Score -1739527 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1739710.375000 Penalty: 4781.299805
	Iteration 15Q: 3 clusters Score -1739710 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1739898.250000 Penalty: 4781.299805
	Iteration 16Q: 3 clusters Score -1739898 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1740093.625000 Penalty: 4781.299805
	Iteration 17Q: 3 clusters Score -1740094 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1740315.250000 Penalty: 4781.299805
	Iteration 18Q: 3 clusters Score -1740315 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1740519.875000 Penalty: 4781.299805
	Iteration 19Q: 3 clusters Score -1740520 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1740621.000000 Penalty: 4781.299805
	Iteration 20F: 3 clusters Score -1740621 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1740680.500000 Penalty: 4781.299805
	Iteration 21Q: 3 clusters Score -1740680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1740711.750000 Penalty: 4781.299805
	Iteration 22Q: 3 clusters Score -1740712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1740738.125000 Penalty: 4781.299805
	Iteration 23Q: 3 clusters Score -1740738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1740747.875000 Penalty: 4781.299805
	Iteration 24Q: 3 clusters Score -1740748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1740758.125000 Penalty: 4781.299805
	Iteration 25Q: 3 clusters Score -1740758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1740760.625000 Penalty: 4781.299805
	Iteration 26Q: 3 clusters Score -1740761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1740763.500000 Penalty: 4781.299805
	Iteration 27Q: 3 clusters Score -1740764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1740772.750000 Penalty: 4781.299805
	Iteration 28Q: 3 clusters Score -1740773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1740774.625000 Penalty: 4781.299805
	Iteration 29Q: 3 clusters Score -1740775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1740783.875000 Penalty: 4781.299805
	Iteration 30Q: 3 clusters Score -1740784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1740784.750000 Penalty: 4781.299805
	Iteration 31Q: 3 clusters Score -1740785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1740789.875000 Penalty: 4781.299805
	Iteration 32Q: 3 clusters Score -1740790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1740792.125000 Penalty: 4781.299805
	Iteration 33Q: 3 clusters Score -1740792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1740792.375000 Penalty: 4781.299805
	Iteration 34Q: 3 clusters Score -1740792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1740791.000000 Penalty: 4781.299805
	Iteration 35Q: 3 clusters Score -1740791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1740797.125000 Penalty: 4781.299805
	Iteration 36Q: 3 clusters Score -1740797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1740796.750000 Penalty: 4781.299805
	Iteration 37Q: 3 clusters Score -1740797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1740798.500000 Penalty: 4781.299805
	Iteration 38Q: 3 clusters Score -1740798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1740795.500000 Penalty: 4781.299805
	Iteration 39Q: 3 clusters Score -1740796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1740796.625000 Penalty: 4781.299805
	Iteration 40F: 3 clusters Score -1740797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1740796.750000 Penalty: 4781.299805
	Iteration 41Q: 3 clusters Score -1740797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1740797.250000 Penalty: 4781.299805
	Iteration 42Q: 3 clusters Score -1740797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1740797.875000 Penalty: 4781.299805
	Iteration 43Q: 3 clusters Score -1740798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1740797.000000 Penalty: 4781.299805
	Iteration 44Q: 3 clusters Score -1740797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1740798.375000 Penalty: 4781.299805
	Iteration 45Q: 3 clusters Score -1740798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1740797.125000 Penalty: 4781.299805
	Iteration 46Q: 3 clusters Score -1740797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1740799.125000 Penalty: 4781.299805
	Iteration 47Q: 3 clusters Score -1740799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1740799.125000 Penalty: 4781.299805
	Iteration 48F: 3 clusters Score -1740799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -34203.605469 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -34203.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32887.023438 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -32887.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33052.382812 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -33052.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33113.812500 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -33113.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33131.589844 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -33131.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33163.625000 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -33163.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33202.203125 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -33202.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33243.890625 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -33243.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33256.339844 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -33256.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33259.214844 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -33259.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33259.214844 Penalty: 2933.097656
	Iteration 9F: 3 clusters Score -33259.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -483673.687500 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -483673.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -479438.875000 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -479438.9 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -480436.562500 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -480436.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -480663.343750 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -480663.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -480817.437500 Penalty: 4181.442383
	Iteration 3F: 3 clusters Score -480817.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -480963.343750 Penalty: 4181.442383
	Iteration 4Q: 3 clusters Score -480963.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -481146.687500 Penalty: 4181.442383
	Iteration 5Q: 3 clusters Score -481146.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -481437.375000 Penalty: 4181.442383
	Iteration 6F: 3 clusters Score -481437.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -481875.375000 Penalty: 4181.442383
	Iteration 7F: 3 clusters Score -481875.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -482336.656250 Penalty: 4181.442383
	Iteration 8F: 3 clusters Score -482336.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -482637.031250 Penalty: 4181.442383
	Iteration 9F: 3 clusters Score -482637 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -482813.906250 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -482813.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -482911.656250 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -482911.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -482969.843750 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -482969.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -483002.781250 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -483002.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -483024.093750 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -483024.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -483040.562500 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -483040.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -483051.656250 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -483051.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -483056.593750 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -483056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -483058.468750 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -483058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -483061.406250 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -483061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -483062.281250 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -483062.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -483063.843750 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -483063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -483064.843750 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -483064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -483066.781250 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -483066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -483066.812500 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -483066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -483067.562500 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -483067.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -483067.562500 Penalty: 4181.442383
	Iteration 26F: 3 clusters Score -483067.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -651418.812500 Penalty: 2157.148682
	Iteration 0F: 2 clusters Score -651418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -646249.312500 Penalty: 4314.297363
	Iteration 0F: 3 clusters Score -646249.3 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -647610.000000 Penalty: 4314.297363
	Iteration 1F: 3 clusters Score -647610 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -647855.000000 Penalty: 4314.297363
	Iteration 2F: 3 clusters Score -647855 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -648034.000000 Penalty: 4314.297363
	Iteration 3Q: 3 clusters Score -648034 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -648189.125000 Penalty: 4314.297363
	Iteration 4Q: 3 clusters Score -648189.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -648328.937500 Penalty: 4314.297363
	Iteration 5Q: 3 clusters Score -648328.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -648498.500000 Penalty: 4314.297363
	Iteration 6Q: 3 clusters Score -648498.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -648677.562500 Penalty: 4314.297363
	Iteration 7Q: 3 clusters Score -648677.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -648846.250000 Penalty: 4314.297363
	Iteration 8Q: 3 clusters Score -648846.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -649001.250000 Penalty: 4314.297363
	Iteration 9Q: 3 clusters Score -649001.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -649139.000000 Penalty: 4314.297363
	Iteration 10Q: 3 clusters Score -649139 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -649245.125000 Penalty: 4314.297363
	Iteration 11Q: 3 clusters Score -649245.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -649332.000000 Penalty: 4314.297363
	Iteration 12Q: 3 clusters Score -649332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -649417.500000 Penalty: 4314.297363
	Iteration 13Q: 3 clusters Score -649417.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -649490.062500 Penalty: 4314.297363
	Iteration 14Q: 3 clusters Score -649490.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -649542.125000 Penalty: 4314.297363
	Iteration 15Q: 3 clusters Score -649542.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -649585.937500 Penalty: 4314.297363
	Iteration 16Q: 3 clusters Score -649585.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -649616.875000 Penalty: 4314.297363
	Iteration 17Q: 3 clusters Score -649616.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -649639.625000 Penalty: 4314.297363
	Iteration 18Q: 3 clusters Score -649639.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -649653.562500 Penalty: 4314.297363
	Iteration 19Q: 3 clusters Score -649653.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -649670.062500 Penalty: 4314.297363
	Iteration 20F: 3 clusters Score -649670.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -649688.562500 Penalty: 4314.297363
	Iteration 21Q: 3 clusters Score -649688.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -649703.250000 Penalty: 4314.297363
	Iteration 22Q: 3 clusters Score -649703.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -649709.125000 Penalty: 4314.297363
	Iteration 23Q: 3 clusters Score -649709.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -649716.937500 Penalty: 4314.297363
	Iteration 24Q: 3 clusters Score -649716.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -649724.937500 Penalty: 4314.297363
	Iteration 25Q: 3 clusters Score -649724.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -649730.250000 Penalty: 4314.297363
	Iteration 26Q: 3 clusters Score -649730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -649733.750000 Penalty: 4314.297363
	Iteration 27Q: 3 clusters Score -649733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -649735.937500 Penalty: 4314.297363
	Iteration 28Q: 3 clusters Score -649735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -649738.062500 Penalty: 4314.297363
	Iteration 29Q: 3 clusters Score -649738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -649739.375000 Penalty: 4314.297363
	Iteration 30Q: 3 clusters Score -649739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -649738.812500 Penalty: 4314.297363
	Iteration 31Q: 3 clusters Score -649738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -649738.625000 Penalty: 4314.297363
	Iteration 32Q: 3 clusters Score -649738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -649739.562500 Penalty: 4314.297363
	Iteration 33Q: 3 clusters Score -649739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -649739.875000 Penalty: 4314.297363
	Iteration 34Q: 3 clusters Score -649739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -649740.875000 Penalty: 4314.297363
	Iteration 35Q: 3 clusters Score -649740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -649741.375000 Penalty: 4314.297363
	Iteration 36Q: 3 clusters Score -649741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -649742.062500 Penalty: 4314.297363
	Iteration 37Q: 3 clusters Score -649742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -649742.875000 Penalty: 4314.297363
	Iteration 38Q: 3 clusters Score -649742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -649746.500000 Penalty: 4314.297363
	Iteration 39Q: 3 clusters Score -649746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -649751.750000 Penalty: 4314.297363
	Iteration 40F: 3 clusters Score -649751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -649759.375000 Penalty: 4314.297363
	Iteration 41Q: 3 clusters Score -649759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -649762.125000 Penalty: 4314.297363
	Iteration 42Q: 3 clusters Score -649762.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -649764.000000 Penalty: 4314.297363
	Iteration 43Q: 3 clusters Score -649764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -649763.875000 Penalty: 4314.297363
	Iteration 44Q: 3 clusters Score -649763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -649763.875000 Penalty: 4314.297363
	Iteration 45F: 3 clusters Score -649763.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -37814.445312 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -37814.45 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 174 members 
Entering Unmasked Estep 
Score: -36502.777344 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -36502.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36639.652344 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -36639.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36679.601562 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -36679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36688.425781 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -36688.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36693.050781 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -36693.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36699.320312 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -36699.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36699.320312 Penalty: 2920.883301
	Iteration 6F: 3 clusters Score -36699.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Entering Unmasked Estep 
Score: -1321335.250000 Penalty: 2324.517578
	Iteration 0F: 2 clusters Score -1321335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1312519.625000 Penalty: 4649.035156
	Iteration 0F: 3 clusters Score -1312520 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1315247.000000 Penalty: 4649.035156
	Iteration 1F: 3 clusters Score -1315247 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1315724.875000 Penalty: 4649.035156
	Iteration 2F: 3 clusters Score -1315725 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1316133.125000 Penalty: 4649.035156
	Iteration 3F: 3 clusters Score -1316133 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1316503.125000 Penalty: 4649.035156
	Iteration 4F: 3 clusters Score -1316503 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1316885.625000 Penalty: 4649.035156
	Iteration 5F: 3 clusters Score -1316886 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1317236.750000 Penalty: 4649.035156
	Iteration 6Q: 3 clusters Score -1317237 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1317577.625000 Penalty: 4649.035156
	Iteration 7Q: 3 clusters Score -1317578 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1317874.750000 Penalty: 4649.035156
	Iteration 8Q: 3 clusters Score -1317875 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1318170.125000 Penalty: 4649.035156
	Iteration 9Q: 3 clusters Score -1318170 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1318390.875000 Penalty: 4649.035156
	Iteration 10Q: 3 clusters Score -1318391 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1318575.000000 Penalty: 4649.035156
	Iteration 11Q: 3 clusters Score -1318575 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1318745.500000 Penalty: 4649.035156
	Iteration 12Q: 3 clusters Score -1318746 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1318893.875000 Penalty: 4649.035156
	Iteration 13Q: 3 clusters Score -1318894 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1319017.500000 Penalty: 4649.035156
	Iteration 14Q: 3 clusters Score -1319018 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1319099.875000 Penalty: 4649.035156
	Iteration 15Q: 3 clusters Score -1319100 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1319171.750000 Penalty: 4649.035156
	Iteration 16Q: 3 clusters Score -1319172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1319215.250000 Penalty: 4649.035156
	Iteration 17Q: 3 clusters Score -1319215 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1319255.750000 Penalty: 4649.035156
	Iteration 18Q: 3 clusters Score -1319256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1319297.000000 Penalty: 4649.035156
	Iteration 19Q: 3 clusters Score -1319297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1319338.125000 Penalty: 4649.035156
	Iteration 20F: 3 clusters Score -1319338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1319372.500000 Penalty: 4649.035156
	Iteration 21Q: 3 clusters Score -1319372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1319395.875000 Penalty: 4649.035156
	Iteration 22Q: 3 clusters Score -1319396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1319406.375000 Penalty: 4649.035156
	Iteration 23Q: 3 clusters Score -1319406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1319415.000000 Penalty: 4649.035156
	Iteration 24Q: 3 clusters Score -1319415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1319432.375000 Penalty: 4649.035156
	Iteration 25Q: 3 clusters Score -1319432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1319445.125000 Penalty: 4649.035156
	Iteration 26Q: 3 clusters Score -1319445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1319447.875000 Penalty: 4649.035156
	Iteration 27Q: 3 clusters Score -1319448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1319460.125000 Penalty: 4649.035156
	Iteration 28Q: 3 clusters Score -1319460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1319466.875000 Penalty: 4649.035156
	Iteration 29Q: 3 clusters Score -1319467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1319469.250000 Penalty: 4649.035156
	Iteration 30Q: 3 clusters Score -1319469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1319476.125000 Penalty: 4649.035156
	Iteration 31Q: 3 clusters Score -1319476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1319487.875000 Penalty: 4649.035156
	Iteration 32Q: 3 clusters Score -1319488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1319497.000000 Penalty: 4649.035156
	Iteration 33Q: 3 clusters Score -1319497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1319504.500000 Penalty: 4649.035156
	Iteration 34Q: 3 clusters Score -1319504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1319512.125000 Penalty: 4649.035156
	Iteration 35Q: 3 clusters Score -1319512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1319522.875000 Penalty: 4649.035156
	Iteration 36Q: 3 clusters Score -1319523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1319529.875000 Penalty: 4649.035156
	Iteration 37Q: 3 clusters Score -1319530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1319535.625000 Penalty: 4649.035156
	Iteration 38Q: 3 clusters Score -1319536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1319539.250000 Penalty: 4649.035156
	Iteration 39Q: 3 clusters Score -1319539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1319547.375000 Penalty: 4649.035156
	Iteration 40F: 3 clusters Score -1319547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1319557.500000 Penalty: 4649.035156
	Iteration 41Q: 3 clusters Score -1319558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1319560.125000 Penalty: 4649.035156
	Iteration 42Q: 3 clusters Score -1319560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1319570.625000 Penalty: 4649.035156
	Iteration 43Q: 3 clusters Score -1319571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1319578.000000 Penalty: 4649.035156
	Iteration 44Q: 3 clusters Score -1319578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1319582.750000 Penalty: 4649.035156
	Iteration 45Q: 3 clusters Score -1319583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1319583.875000 Penalty: 4649.035156
	Iteration 46Q: 3 clusters Score -1319584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1319586.125000 Penalty: 4649.035156
	Iteration 47Q: 3 clusters Score -1319586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1319593.125000 Penalty: 4649.035156
	Iteration 48Q: 3 clusters Score -1319593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1319596.000000 Penalty: 4649.035156
	Iteration 49Q: 3 clusters Score -1319596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1319601.625000 Penalty: 4649.035156
	Iteration 50Q: 3 clusters Score -1319602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1319606.375000 Penalty: 4649.035156
	Iteration 51Q: 3 clusters Score -1319606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1319606.875000 Penalty: 4649.035156
	Iteration 52Q: 3 clusters Score -1319607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1319607.000000 Penalty: 4649.035156
	Iteration 53Q: 3 clusters Score -1319607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1319607.000000 Penalty: 4649.035156
	Iteration 54Q: 3 clusters Score -1319607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1319611.125000 Penalty: 4649.035156
	Iteration 55Q: 3 clusters Score -1319611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1319614.250000 Penalty: 4649.035156
	Iteration 56Q: 3 clusters Score -1319614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1319617.000000 Penalty: 4649.035156
	Iteration 57Q: 3 clusters Score -1319617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1319615.625000 Penalty: 4649.035156
	Iteration 58Q: 3 clusters Score -1319616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1319615.625000 Penalty: 4649.035156
	Iteration 59Q: 3 clusters Score -1319616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1319615.625000 Penalty: 4649.035156
	Iteration 60F: 3 clusters Score -1319616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -476068.312500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -476068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -471886.562500 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -471886.6 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -472852.656250 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -472852.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -473105.875000 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -473105.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -473341.812500 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -473341.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -473629.406250 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -473629.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -473942.750000 Penalty: 4168.062988
	Iteration 5F: 3 clusters Score -473942.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -474245.625000 Penalty: 4168.062988
	Iteration 6F: 3 clusters Score -474245.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -474476.125000 Penalty: 4168.062988
	Iteration 7F: 3 clusters Score -474476.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -474623.593750 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -474623.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -474729.062500 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -474729.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -474788.062500 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -474788.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -474817.937500 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -474817.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -474839.093750 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -474839.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -474855.593750 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -474855.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -474866.156250 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -474866.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -474876.781250 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -474876.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -474887.812500 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -474887.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -474897.125000 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -474897.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -474913.750000 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -474913.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -474929.375000 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -474929.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -474947.906250 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -474947.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -474968.062500 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -474968.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -474984.281250 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -474984.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -475014.593750 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -475014.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -475046.187500 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -475046.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -475086.875000 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -475086.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -475122.562500 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -475122.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -475166.500000 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -475166.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -475207.343750 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -475207.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -475229.906250 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -475229.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -475246.281250 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -475246.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -475260.000000 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -475260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -475274.468750 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -475274.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -475286.468750 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -475286.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -475297.125000 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -475297.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -475304.125000 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -475304.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -475309.593750 Penalty: 4168.062988
	Iteration 36Q: 3 clusters Score -475309.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -475315.281250 Penalty: 4168.062988
	Iteration 37Q: 3 clusters Score -475315.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -475321.031250 Penalty: 4168.062988
	Iteration 38Q: 3 clusters Score -475321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -475329.812500 Penalty: 4168.062988
	Iteration 39Q: 3 clusters Score -475329.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -475335.531250 Penalty: 4168.062988
	Iteration 40F: 3 clusters Score -475335.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -475342.218750 Penalty: 4168.062988
	Iteration 41Q: 3 clusters Score -475342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -475347.187500 Penalty: 4168.062988
	Iteration 42Q: 3 clusters Score -475347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -475352.937500 Penalty: 4168.062988
	Iteration 43Q: 3 clusters Score -475352.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -475359.500000 Penalty: 4168.062988
	Iteration 44Q: 3 clusters Score -475359.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -475364.500000 Penalty: 4168.062988
	Iteration 45Q: 3 clusters Score -475364.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -475368.750000 Penalty: 4168.062988
	Iteration 46Q: 3 clusters Score -475368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -475369.187500 Penalty: 4168.062988
	Iteration 47Q: 3 clusters Score -475369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -475369.062500 Penalty: 4168.062988
	Iteration 48Q: 3 clusters Score -475369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -475369.062500 Penalty: 4168.062988
	Iteration 49F: 3 clusters Score -475369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -833910.937500 Penalty: 2210.827393
	Iteration 0F: 2 clusters Score -833910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -827853.750000 Penalty: 4421.654785
	Iteration 0F: 3 clusters Score -827853.8 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -829565.625000 Penalty: 4421.654785
	Iteration 1F: 3 clusters Score -829565.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -830034.187500 Penalty: 4421.654785
	Iteration 2F: 3 clusters Score -830034.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -830541.250000 Penalty: 4421.654785
	Iteration 3F: 3 clusters Score -830541.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -831028.000000 Penalty: 4421.654785
	Iteration 4F: 3 clusters Score -831028 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -831495.312500 Penalty: 4421.654785
	Iteration 5F: 3 clusters Score -831495.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -831917.500000 Penalty: 4421.654785
	Iteration 6F: 3 clusters Score -831917.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -832265.937500 Penalty: 4421.654785
	Iteration 7F: 3 clusters Score -832265.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -832529.500000 Penalty: 4421.654785
	Iteration 8Q: 3 clusters Score -832529.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -832712.437500 Penalty: 4421.654785
	Iteration 9Q: 3 clusters Score -832712.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -832851.062500 Penalty: 4421.654785
	Iteration 10Q: 3 clusters Score -832851.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -832991.062500 Penalty: 4421.654785
	Iteration 11Q: 3 clusters Score -832991.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -833108.437500 Penalty: 4421.654785
	Iteration 12Q: 3 clusters Score -833108.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -833199.750000 Penalty: 4421.654785
	Iteration 13Q: 3 clusters Score -833199.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -833275.312500 Penalty: 4421.654785
	Iteration 14Q: 3 clusters Score -833275.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -833330.125000 Penalty: 4421.654785
	Iteration 15Q: 3 clusters Score -833330.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -833373.625000 Penalty: 4421.654785
	Iteration 16Q: 3 clusters Score -833373.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -833405.937500 Penalty: 4421.654785
	Iteration 17Q: 3 clusters Score -833405.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -833431.312500 Penalty: 4421.654785
	Iteration 18Q: 3 clusters Score -833431.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -833455.125000 Penalty: 4421.654785
	Iteration 19Q: 3 clusters Score -833455.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -833471.625000 Penalty: 4421.654785
	Iteration 20F: 3 clusters Score -833471.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -833486.437500 Penalty: 4421.654785
	Iteration 21Q: 3 clusters Score -833486.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -833499.125000 Penalty: 4421.654785
	Iteration 22Q: 3 clusters Score -833499.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -833508.562500 Penalty: 4421.654785
	Iteration 23Q: 3 clusters Score -833508.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -833513.562500 Penalty: 4421.654785
	Iteration 24Q: 3 clusters Score -833513.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -833526.187500 Penalty: 4421.654785
	Iteration 25Q: 3 clusters Score -833526.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -833542.312500 Penalty: 4421.654785
	Iteration 26Q: 3 clusters Score -833542.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -833562.000000 Penalty: 4421.654785
	Iteration 27Q: 3 clusters Score -833562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -833578.375000 Penalty: 4421.654785
	Iteration 28Q: 3 clusters Score -833578.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -833593.125000 Penalty: 4421.654785
	Iteration 29Q: 3 clusters Score -833593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -833606.500000 Penalty: 4421.654785
	Iteration 30Q: 3 clusters Score -833606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -833611.937500 Penalty: 4421.654785
	Iteration 31Q: 3 clusters Score -833611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -833612.062500 Penalty: 4421.654785
	Iteration 32Q: 3 clusters Score -833612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -833612.687500 Penalty: 4421.654785
	Iteration 33Q: 3 clusters Score -833612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -833612.750000 Penalty: 4421.654785
	Iteration 34Q: 3 clusters Score -833612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -833612.750000 Penalty: 4421.654785
	Iteration 35F: 3 clusters Score -833612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -1462428.750000 Penalty: 2350.220947
	Iteration 0F: 2 clusters Score -1462429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1452826.375000 Penalty: 4700.441895
	Iteration 0F: 3 clusters Score -1452826 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1456173.000000 Penalty: 4700.441895
	Iteration 1F: 3 clusters Score -1456173 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1456978.250000 Penalty: 4700.441895
	Iteration 2F: 3 clusters Score -1456978 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1457891.750000 Penalty: 4700.441895
	Iteration 3F: 3 clusters Score -1457892 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1458759.250000 Penalty: 4700.441895
	Iteration 4F: 3 clusters Score -1458759 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1459378.250000 Penalty: 4700.441895
	Iteration 5F: 3 clusters Score -1459378 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1459748.375000 Penalty: 4700.441895
	Iteration 6Q: 3 clusters Score -1459748 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1459947.625000 Penalty: 4700.441895
	Iteration 7Q: 3 clusters Score -1459948 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1460062.500000 Penalty: 4700.441895
	Iteration 8Q: 3 clusters Score -1460062 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1460155.750000 Penalty: 4700.441895
	Iteration 9Q: 3 clusters Score -1460156 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1460236.750000 Penalty: 4700.441895
	Iteration 10Q: 3 clusters Score -1460237 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1460291.500000 Penalty: 4700.441895
	Iteration 11Q: 3 clusters Score -1460292 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1460347.000000 Penalty: 4700.441895
	Iteration 12Q: 3 clusters Score -1460347 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1460382.875000 Penalty: 4700.441895
	Iteration 13Q: 3 clusters Score -1460383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1460419.250000 Penalty: 4700.441895
	Iteration 14Q: 3 clusters Score -1460419 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1460447.000000 Penalty: 4700.441895
	Iteration 15Q: 3 clusters Score -1460447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1460467.000000 Penalty: 4700.441895
	Iteration 16Q: 3 clusters Score -1460467 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1460485.125000 Penalty: 4700.441895
	Iteration 17Q: 3 clusters Score -1460485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1460510.875000 Penalty: 4700.441895
	Iteration 18Q: 3 clusters Score -1460511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1460529.000000 Penalty: 4700.441895
	Iteration 19Q: 3 clusters Score -1460529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1460546.625000 Penalty: 4700.441895
	Iteration 20F: 3 clusters Score -1460547 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1460569.250000 Penalty: 4700.441895
	Iteration 21Q: 3 clusters Score -1460569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1460593.625000 Penalty: 4700.441895
	Iteration 22Q: 3 clusters Score -1460594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1460613.750000 Penalty: 4700.441895
	Iteration 23Q: 3 clusters Score -1460614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1460634.625000 Penalty: 4700.441895
	Iteration 24Q: 3 clusters Score -1460635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1460671.125000 Penalty: 4700.441895
	Iteration 25Q: 3 clusters Score -1460671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1460704.000000 Penalty: 4700.441895
	Iteration 26Q: 3 clusters Score -1460704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1460739.125000 Penalty: 4700.441895
	Iteration 27Q: 3 clusters Score -1460739 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1460780.375000 Penalty: 4700.441895
	Iteration 28Q: 3 clusters Score -1460780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1460819.125000 Penalty: 4700.441895
	Iteration 29Q: 3 clusters Score -1460819 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1460853.750000 Penalty: 4700.441895
	Iteration 30Q: 3 clusters Score -1460854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1460878.000000 Penalty: 4700.441895
	Iteration 31Q: 3 clusters Score -1460878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1460900.750000 Penalty: 4700.441895
	Iteration 32Q: 3 clusters Score -1460901 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1460931.125000 Penalty: 4700.441895
	Iteration 33Q: 3 clusters Score -1460931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1460950.875000 Penalty: 4700.441895
	Iteration 34Q: 3 clusters Score -1460951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1460964.250000 Penalty: 4700.441895
	Iteration 35Q: 3 clusters Score -1460964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1460981.625000 Penalty: 4700.441895
	Iteration 36Q: 3 clusters Score -1460982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1461000.125000 Penalty: 4700.441895
	Iteration 37Q: 3 clusters Score -1461000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1461012.500000 Penalty: 4700.441895
	Iteration 38Q: 3 clusters Score -1461012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1461031.375000 Penalty: 4700.441895
	Iteration 39Q: 3 clusters Score -1461031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1461041.000000 Penalty: 4700.441895
	Iteration 40F: 3 clusters Score -1461041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1461046.375000 Penalty: 4700.441895
	Iteration 41Q: 3 clusters Score -1461046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1461057.375000 Penalty: 4700.441895
	Iteration 42Q: 3 clusters Score -1461057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1461067.000000 Penalty: 4700.441895
	Iteration 43Q: 3 clusters Score -1461067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1461078.000000 Penalty: 4700.441895
	Iteration 44Q: 3 clusters Score -1461078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1461085.375000 Penalty: 4700.441895
	Iteration 45Q: 3 clusters Score -1461085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1461094.250000 Penalty: 4700.441895
	Iteration 46Q: 3 clusters Score -1461094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1461099.250000 Penalty: 4700.441895
	Iteration 47Q: 3 clusters Score -1461099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1461098.125000 Penalty: 4700.441895
	Iteration 48Q: 3 clusters Score -1461098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1461097.625000 Penalty: 4700.441895
	Iteration 49Q: 3 clusters Score -1461098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1461097.500000 Penalty: 4700.441895
	Iteration 50Q: 3 clusters Score -1461098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1461101.125000 Penalty: 4700.441895
	Iteration 51Q: 3 clusters Score -1461101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1461099.500000 Penalty: 4700.441895
	Iteration 52Q: 3 clusters Score -1461100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1461102.250000 Penalty: 4700.441895
	Iteration 53Q: 3 clusters Score -1461102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1461100.750000 Penalty: 4700.441895
	Iteration 54Q: 3 clusters Score -1461101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1461102.250000 Penalty: 4700.441895
	Iteration 55Q: 3 clusters Score -1461102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1461101.750000 Penalty: 4700.441895
	Iteration 56Q: 3 clusters Score -1461102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1461102.500000 Penalty: 4700.441895
	Iteration 57Q: 3 clusters Score -1461102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1461104.500000 Penalty: 4700.441895
	Iteration 58Q: 3 clusters Score -1461104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1461105.750000 Penalty: 4700.441895
	Iteration 59Q: 3 clusters Score -1461106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1461103.125000 Penalty: 4700.441895
	Iteration 60F: 3 clusters Score -1461103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1461105.500000 Penalty: 4700.441895
	Iteration 61Q: 3 clusters Score -1461106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1461105.125000 Penalty: 4700.441895
	Iteration 62Q: 3 clusters Score -1461105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1461105.750000 Penalty: 4700.441895
	Iteration 63Q: 3 clusters Score -1461106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1461106.625000 Penalty: 4700.441895
	Iteration 64Q: 3 clusters Score -1461107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1461106.625000 Penalty: 4700.441895
	Iteration 65F: 3 clusters Score -1461107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -601974.125000 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -601974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -597120.500000 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -597120.5 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -598391.562500 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -598391.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -598636.625000 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -598636.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -598785.187500 Penalty: 4275.216797
	Iteration 3F: 3 clusters Score -598785.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -598887.437500 Penalty: 4275.216797
	Iteration 4Q: 3 clusters Score -598887.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -598972.937500 Penalty: 4275.216797
	Iteration 5Q: 3 clusters Score -598972.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -599069.937500 Penalty: 4275.216797
	Iteration 6Q: 3 clusters Score -599069.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -599166.750000 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -599166.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -599267.625000 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -599267.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -599377.562500 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -599377.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -599544.750000 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -599544.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -599760.500000 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -599760.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -599973.375000 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -599973.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -600156.875000 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -600156.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -600358.062500 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -600358.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -600581.000000 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -600581 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -600772.000000 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -600772 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -600890.437500 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -600890.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -600967.375000 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -600967.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -601024.625000 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -601024.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -601071.687500 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -601071.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -601099.125000 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -601099.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -601120.312500 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -601120.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -601140.437500 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -601140.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -601158.062500 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -601158.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -601165.687500 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -601165.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -601168.937500 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -601168.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -601172.187500 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -601172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -601173.562500 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -601173.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -601175.562500 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -601175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -601177.812500 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -601177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -601178.812500 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -601178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -601180.687500 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -601180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -601179.937500 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -601179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -601181.937500 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -601181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -601183.312500 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -601183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -601183.500000 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -601183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -601184.062500 Penalty: 4275.216797
	Iteration 37Q: 3 clusters Score -601184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -601184.500000 Penalty: 4275.216797
	Iteration 38Q: 3 clusters Score -601184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -601184.750000 Penalty: 4275.216797
	Iteration 39Q: 3 clusters Score -601184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -601185.125000 Penalty: 4275.216797
	Iteration 40F: 3 clusters Score -601185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -601185.562500 Penalty: 4275.216797
	Iteration 41Q: 3 clusters Score -601185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -601185.562500 Penalty: 4275.216797
	Iteration 42Q: 3 clusters Score -601185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -601186.062500 Penalty: 4275.216797
	Iteration 43Q: 3 clusters Score -601186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -601187.937500 Penalty: 4275.216797
	Iteration 44Q: 3 clusters Score -601187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -601187.937500 Penalty: 4275.216797
	Iteration 45F: 3 clusters Score -601187.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Entering Unmasked Estep 
Score: -1836995.000000 Penalty: 2419.725586
	Iteration 0F: 2 clusters Score -1836995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1824669.000000 Penalty: 4839.451172
	Iteration 0F: 3 clusters Score -1824669 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1828985.125000 Penalty: 4839.451172
	Iteration 1F: 3 clusters Score -1828985 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1829596.500000 Penalty: 4839.451172
	Iteration 2F: 3 clusters Score -1829596 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1830284.625000 Penalty: 4839.451172
	Iteration 3F: 3 clusters Score -1830285 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1830966.125000 Penalty: 4839.451172
	Iteration 4F: 3 clusters Score -1830966 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1831609.750000 Penalty: 4839.451172
	Iteration 5F: 3 clusters Score -1831610 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1832225.375000 Penalty: 4839.451172
	Iteration 6F: 3 clusters Score -1832225 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1832885.125000 Penalty: 4839.451172
	Iteration 7F: 3 clusters Score -1832885 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1833559.375000 Penalty: 4839.451172
	Iteration 8F: 3 clusters Score -1833559 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1834139.750000 Penalty: 4839.451172
	Iteration 9Q: 3 clusters Score -1834140 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1834570.625000 Penalty: 4839.451172
	Iteration 10Q: 3 clusters Score -1834571 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1834891.375000 Penalty: 4839.451172
	Iteration 11Q: 3 clusters Score -1834891 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1835177.000000 Penalty: 4839.451172
	Iteration 12Q: 3 clusters Score -1835177 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1835444.125000 Penalty: 4839.451172
	Iteration 13Q: 3 clusters Score -1835444 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1835763.375000 Penalty: 4839.451172
	Iteration 14Q: 3 clusters Score -1835763 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1836115.000000 Penalty: 4839.451172
	Iteration 15Q: 3 clusters Score -1836115 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1836425.250000 Penalty: 4839.451172
	Iteration 16Q: 3 clusters Score -1836425 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1836682.750000 Penalty: 4839.451172
	Iteration 17Q: 3 clusters Score -1836683 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1836835.000000 Penalty: 4839.451172
	Iteration 18Q: 3 clusters Score -1836835 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1836928.500000 Penalty: 4839.451172
	Iteration 19Q: 3 clusters Score -1836928 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1837004.375000 Penalty: 4839.451172
	Iteration 20F: 3 clusters Score -1837004 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1837071.375000 Penalty: 4839.451172
	Iteration 21Q: 3 clusters Score -1837071 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1837123.375000 Penalty: 4839.451172
	Iteration 22Q: 3 clusters Score -1837123 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1837158.125000 Penalty: 4839.451172
	Iteration 23Q: 3 clusters Score -1837158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1837188.875000 Penalty: 4839.451172
	Iteration 24Q: 3 clusters Score -1837189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1837220.500000 Penalty: 4839.451172
	Iteration 25Q: 3 clusters Score -1837220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1837231.500000 Penalty: 4839.451172
	Iteration 26Q: 3 clusters Score -1837232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1837248.875000 Penalty: 4839.451172
	Iteration 27Q: 3 clusters Score -1837249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1837259.875000 Penalty: 4839.451172
	Iteration 28Q: 3 clusters Score -1837260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1837275.375000 Penalty: 4839.451172
	Iteration 29Q: 3 clusters Score -1837275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1837280.125000 Penalty: 4839.451172
	Iteration 30Q: 3 clusters Score -1837280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1837288.750000 Penalty: 4839.451172
	Iteration 31Q: 3 clusters Score -1837289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1837308.125000 Penalty: 4839.451172
	Iteration 32Q: 3 clusters Score -1837308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1837311.250000 Penalty: 4839.451172
	Iteration 33Q: 3 clusters Score -1837311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1837308.000000 Penalty: 4839.451172
	Iteration 34Q: 3 clusters Score -1837308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1837316.375000 Penalty: 4839.451172
	Iteration 35Q: 3 clusters Score -1837316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1837312.500000 Penalty: 4839.451172
	Iteration 36Q: 3 clusters Score -1837312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1837318.625000 Penalty: 4839.451172
	Iteration 37Q: 3 clusters Score -1837319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1837316.375000 Penalty: 4839.451172
	Iteration 38Q: 3 clusters Score -1837316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1837317.000000 Penalty: 4839.451172
	Iteration 39Q: 3 clusters Score -1837317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1837319.250000 Penalty: 4839.451172
	Iteration 40F: 3 clusters Score -1837319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1837320.500000 Penalty: 4839.451172
	Iteration 41Q: 3 clusters Score -1837320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1837321.000000 Penalty: 4839.451172
	Iteration 42Q: 3 clusters Score -1837321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1837318.625000 Penalty: 4839.451172
	Iteration 43Q: 3 clusters Score -1837319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1837324.750000 Penalty: 4839.451172
	Iteration 44Q: 3 clusters Score -1837325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1837323.625000 Penalty: 4839.451172
	Iteration 45Q: 3 clusters Score -1837324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1837325.750000 Penalty: 4839.451172
	Iteration 46Q: 3 clusters Score -1837326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1837323.375000 Penalty: 4839.451172
	Iteration 47Q: 3 clusters Score -1837323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1837328.125000 Penalty: 4839.451172
	Iteration 48Q: 3 clusters Score -1837328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1837333.250000 Penalty: 4839.451172
	Iteration 49Q: 3 clusters Score -1837333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1837334.875000 Penalty: 4839.451172
	Iteration 50Q: 3 clusters Score -1837335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1837336.625000 Penalty: 4839.451172
	Iteration 51Q: 3 clusters Score -1837337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1837333.625000 Penalty: 4839.451172
	Iteration 52Q: 3 clusters Score -1837334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1837339.750000 Penalty: 4839.451172
	Iteration 53Q: 3 clusters Score -1837340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1837341.000000 Penalty: 4839.451172
	Iteration 54Q: 3 clusters Score -1837341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1837338.875000 Penalty: 4839.451172
	Iteration 55Q: 3 clusters Score -1837339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1837341.000000 Penalty: 4839.451172
	Iteration 56Q: 3 clusters Score -1837341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1837339.000000 Penalty: 4839.451172
	Iteration 57Q: 3 clusters Score -1837339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1837343.750000 Penalty: 4839.451172
	Iteration 58Q: 3 clusters Score -1837344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1837344.125000 Penalty: 4839.451172
	Iteration 59Q: 3 clusters Score -1837344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1837350.125000 Penalty: 4839.451172
	Iteration 60F: 3 clusters Score -1837350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1837348.750000 Penalty: 4839.451172
	Iteration 61Q: 3 clusters Score -1837349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1837348.750000 Penalty: 4839.451172
	Iteration 62Q: 3 clusters Score -1837349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1837346.625000 Penalty: 4839.451172
	Iteration 63Q: 3 clusters Score -1837347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1837351.625000 Penalty: 4839.451172
	Iteration 64Q: 3 clusters Score -1837352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1837357.625000 Penalty: 4839.451172
	Iteration 65Q: 3 clusters Score -1837358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1837358.625000 Penalty: 4839.451172
	Iteration 66Q: 3 clusters Score -1837359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1837358.500000 Penalty: 4839.451172
	Iteration 67Q: 3 clusters Score -1837358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1837363.875000 Penalty: 4839.451172
	Iteration 68Q: 3 clusters Score -1837364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1837361.875000 Penalty: 4839.451172
	Iteration 69Q: 3 clusters Score -1837362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1837364.750000 Penalty: 4839.451172
	Iteration 70Q: 3 clusters Score -1837365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1837366.750000 Penalty: 4839.451172
	Iteration 71Q: 3 clusters Score -1837367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1837369.875000 Penalty: 4839.451172
	Iteration 72Q: 3 clusters Score -1837370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1837368.250000 Penalty: 4839.451172
	Iteration 73Q: 3 clusters Score -1837368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1837369.875000 Penalty: 4839.451172
	Iteration 74Q: 3 clusters Score -1837370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1837368.625000 Penalty: 4839.451172
	Iteration 75Q: 3 clusters Score -1837369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1837365.875000 Penalty: 4839.451172
	Iteration 76Q: 3 clusters Score -1837366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1837365.875000 Penalty: 4839.451172
	Iteration 77Q: 3 clusters Score -1837366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1837365.750000 Penalty: 4839.451172
	Iteration 78Q: 3 clusters Score -1837366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1837365.750000 Penalty: 4839.451172
	Iteration 79F: 3 clusters Score -1837366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 6926 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 1787 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Mstep: Class 66 contains 10348 members 
Entering Unmasked Estep 
Score: -139291168.000000 Penalty: 230321.296875
Splitting cluster 44 changes total score from -139291728.000000 to -139291168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -114276.289062 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -114276.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112339.062500 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -112339.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112661.304688 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -112661.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112758.335938 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -112758.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112801.726562 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -112801.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112819.492188 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -112819.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -112825.289062 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -112825.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112831.539062 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -112831.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112834.976562 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -112835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112835.382812 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -112835.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112835.382812 Penalty: 3456.549805
	Iteration 9F: 3 clusters Score -112835.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -777071.250000 Penalty: 2188.556641
	Iteration 0F: 2 clusters Score -777071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -771420.812500 Penalty: 4377.113281
	Iteration 0F: 3 clusters Score -771420.8 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -772817.625000 Penalty: 4377.113281
	Iteration 1F: 3 clusters Score -772817.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -773075.187500 Penalty: 4377.113281
	Iteration 2F: 3 clusters Score -773075.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -773273.000000 Penalty: 4377.113281
	Iteration 3F: 3 clusters Score -773273 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -773408.375000 Penalty: 4377.113281
	Iteration 4Q: 3 clusters Score -773408.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -773503.937500 Penalty: 4377.113281
	Iteration 5Q: 3 clusters Score -773503.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -773568.437500 Penalty: 4377.113281
	Iteration 6Q: 3 clusters Score -773568.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -773637.437500 Penalty: 4377.113281
	Iteration 7Q: 3 clusters Score -773637.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -773677.687500 Penalty: 4377.113281
	Iteration 8Q: 3 clusters Score -773677.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -773712.062500 Penalty: 4377.113281
	Iteration 9Q: 3 clusters Score -773712.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -773747.187500 Penalty: 4377.113281
	Iteration 10Q: 3 clusters Score -773747.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -773784.937500 Penalty: 4377.113281
	Iteration 11Q: 3 clusters Score -773784.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -773821.187500 Penalty: 4377.113281
	Iteration 12Q: 3 clusters Score -773821.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -773852.562500 Penalty: 4377.113281
	Iteration 13Q: 3 clusters Score -773852.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -773880.625000 Penalty: 4377.113281
	Iteration 14Q: 3 clusters Score -773880.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -773904.875000 Penalty: 4377.113281
	Iteration 15Q: 3 clusters Score -773904.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -773924.500000 Penalty: 4377.113281
	Iteration 16Q: 3 clusters Score -773924.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -773940.125000 Penalty: 4377.113281
	Iteration 17Q: 3 clusters Score -773940.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -773955.750000 Penalty: 4377.113281
	Iteration 18Q: 3 clusters Score -773955.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -773972.062500 Penalty: 4377.113281
	Iteration 19Q: 3 clusters Score -773972.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -773981.000000 Penalty: 4377.113281
	Iteration 20F: 3 clusters Score -773981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -773987.687500 Penalty: 4377.113281
	Iteration 21Q: 3 clusters Score -773987.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -773996.375000 Penalty: 4377.113281
	Iteration 22Q: 3 clusters Score -773996.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -774005.125000 Penalty: 4377.113281
	Iteration 23Q: 3 clusters Score -774005.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -774014.312500 Penalty: 4377.113281
	Iteration 24Q: 3 clusters Score -774014.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -774026.000000 Penalty: 4377.113281
	Iteration 25Q: 3 clusters Score -774026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -774036.750000 Penalty: 4377.113281
	Iteration 26Q: 3 clusters Score -774036.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -774045.937500 Penalty: 4377.113281
	Iteration 27Q: 3 clusters Score -774045.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -774058.250000 Penalty: 4377.113281
	Iteration 28Q: 3 clusters Score -774058.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -774069.875000 Penalty: 4377.113281
	Iteration 29Q: 3 clusters Score -774069.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -774078.000000 Penalty: 4377.113281
	Iteration 30Q: 3 clusters Score -774078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -774094.062500 Penalty: 4377.113281
	Iteration 31Q: 3 clusters Score -774094.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -774109.437500 Penalty: 4377.113281
	Iteration 32Q: 3 clusters Score -774109.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -774119.937500 Penalty: 4377.113281
	Iteration 33Q: 3 clusters Score -774119.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -774130.812500 Penalty: 4377.113281
	Iteration 34Q: 3 clusters Score -774130.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -774137.437500 Penalty: 4377.113281
	Iteration 35Q: 3 clusters Score -774137.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -774147.625000 Penalty: 4377.113281
	Iteration 36Q: 3 clusters Score -774147.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -774161.500000 Penalty: 4377.113281
	Iteration 37Q: 3 clusters Score -774161.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -774173.125000 Penalty: 4377.113281
	Iteration 38Q: 3 clusters Score -774173.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -774184.375000 Penalty: 4377.113281
	Iteration 39Q: 3 clusters Score -774184.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -774197.312500 Penalty: 4377.113281
	Iteration 40F: 3 clusters Score -774197.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -774203.437500 Penalty: 4377.113281
	Iteration 41Q: 3 clusters Score -774203.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -774207.937500 Penalty: 4377.113281
	Iteration 42Q: 3 clusters Score -774207.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -774215.125000 Penalty: 4377.113281
	Iteration 43Q: 3 clusters Score -774215.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -774218.062500 Penalty: 4377.113281
	Iteration 44Q: 3 clusters Score -774218.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -774222.250000 Penalty: 4377.113281
	Iteration 45Q: 3 clusters Score -774222.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -774223.125000 Penalty: 4377.113281
	Iteration 46Q: 3 clusters Score -774223.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -774230.937500 Penalty: 4377.113281
	Iteration 47Q: 3 clusters Score -774230.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -774233.812500 Penalty: 4377.113281
	Iteration 48Q: 3 clusters Score -774233.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -774236.812500 Penalty: 4377.113281
	Iteration 49Q: 3 clusters Score -774236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -774237.437500 Penalty: 4377.113281
	Iteration 50Q: 3 clusters Score -774237.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -774240.062500 Penalty: 4377.113281
	Iteration 51Q: 3 clusters Score -774240.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -774244.937500 Penalty: 4377.113281
	Iteration 52Q: 3 clusters Score -774244.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -774244.812500 Penalty: 4377.113281
	Iteration 53Q: 3 clusters Score -774244.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -774250.500000 Penalty: 4377.113281
	Iteration 54Q: 3 clusters Score -774250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -774252.187500 Penalty: 4377.113281
	Iteration 55Q: 3 clusters Score -774252.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -774253.375000 Penalty: 4377.113281
	Iteration 56Q: 3 clusters Score -774253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -774254.250000 Penalty: 4377.113281
	Iteration 57Q: 3 clusters Score -774254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -774257.125000 Penalty: 4377.113281
	Iteration 58Q: 3 clusters Score -774257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -774258.625000 Penalty: 4377.113281
	Iteration 59Q: 3 clusters Score -774258.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -774257.500000 Penalty: 4377.113281
	Iteration 60F: 3 clusters Score -774257.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -774259.937500 Penalty: 4377.113281
	Iteration 61Q: 3 clusters Score -774259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -774260.375000 Penalty: 4377.113281
	Iteration 62Q: 3 clusters Score -774260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -774263.937500 Penalty: 4377.113281
	Iteration 63Q: 3 clusters Score -774263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -774263.625000 Penalty: 4377.113281
	Iteration 64Q: 3 clusters Score -774263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -774264.937500 Penalty: 4377.113281
	Iteration 65Q: 3 clusters Score -774264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -774265.375000 Penalty: 4377.113281
	Iteration 66Q: 3 clusters Score -774265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -774265.812500 Penalty: 4377.113281
	Iteration 67Q: 3 clusters Score -774265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -774267.312500 Penalty: 4377.113281
	Iteration 68Q: 3 clusters Score -774267.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -774269.125000 Penalty: 4377.113281
	Iteration 69Q: 3 clusters Score -774269.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -774271.062500 Penalty: 4377.113281
	Iteration 70Q: 3 clusters Score -774271.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -774274.812500 Penalty: 4377.113281
	Iteration 71Q: 3 clusters Score -774274.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -774275.937500 Penalty: 4377.113281
	Iteration 72Q: 3 clusters Score -774275.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -774278.937500 Penalty: 4377.113281
	Iteration 73Q: 3 clusters Score -774278.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -774285.687500 Penalty: 4377.113281
	Iteration 74Q: 3 clusters Score -774285.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -774292.062500 Penalty: 4377.113281
	Iteration 75Q: 3 clusters Score -774292.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -774297.125000 Penalty: 4377.113281
	Iteration 76Q: 3 clusters Score -774297.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -774304.687500 Penalty: 4377.113281
	Iteration 77Q: 3 clusters Score -774304.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -774311.812500 Penalty: 4377.113281
	Iteration 78Q: 3 clusters Score -774311.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -774318.937500 Penalty: 4377.113281
	Iteration 79Q: 3 clusters Score -774318.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -774325.562500 Penalty: 4377.113281
	Iteration 80F: 3 clusters Score -774325.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -774329.125000 Penalty: 4377.113281
	Iteration 81Q: 3 clusters Score -774329.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -774335.937500 Penalty: 4377.113281
	Iteration 82Q: 3 clusters Score -774335.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -774339.500000 Penalty: 4377.113281
	Iteration 83Q: 3 clusters Score -774339.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -774344.062500 Penalty: 4377.113281
	Iteration 84Q: 3 clusters Score -774344.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -774349.500000 Penalty: 4377.113281
	Iteration 85Q: 3 clusters Score -774349.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -774357.125000 Penalty: 4377.113281
	Iteration 86Q: 3 clusters Score -774357.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -774363.875000 Penalty: 4377.113281
	Iteration 87Q: 3 clusters Score -774363.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -774369.125000 Penalty: 4377.113281
	Iteration 88Q: 3 clusters Score -774369.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -774372.687500 Penalty: 4377.113281
	Iteration 89Q: 3 clusters Score -774372.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -774377.687500 Penalty: 4377.113281
	Iteration 90Q: 3 clusters Score -774377.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -774381.062500 Penalty: 4377.113281
	Iteration 91Q: 3 clusters Score -774381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -774384.750000 Penalty: 4377.113281
	Iteration 92Q: 3 clusters Score -774384.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -774390.437500 Penalty: 4377.113281
	Iteration 93Q: 3 clusters Score -774390.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -774392.687500 Penalty: 4377.113281
	Iteration 94Q: 3 clusters Score -774392.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -774401.625000 Penalty: 4377.113281
	Iteration 95Q: 3 clusters Score -774401.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -774405.250000 Penalty: 4377.113281
	Iteration 96Q: 3 clusters Score -774405.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -774406.000000 Penalty: 4377.113281
	Iteration 97Q: 3 clusters Score -774406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -774409.812500 Penalty: 4377.113281
	Iteration 98Q: 3 clusters Score -774409.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -774412.375000 Penalty: 4377.113281
	Iteration 99Q: 3 clusters Score -774412.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -774416.062500 Penalty: 4377.113281
	Iteration 100F: 3 clusters Score -774416.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -774419.312500 Penalty: 4377.113281
	Iteration 101Q: 3 clusters Score -774419.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -774421.687500 Penalty: 4377.113281
	Iteration 102Q: 3 clusters Score -774421.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -774428.125000 Penalty: 4377.113281
	Iteration 103Q: 3 clusters Score -774428.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -774431.187500 Penalty: 4377.113281
	Iteration 104Q: 3 clusters Score -774431.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -774434.750000 Penalty: 4377.113281
	Iteration 105Q: 3 clusters Score -774434.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -774439.500000 Penalty: 4377.113281
	Iteration 106Q: 3 clusters Score -774439.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -774446.437500 Penalty: 4377.113281
	Iteration 107Q: 3 clusters Score -774446.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -774453.500000 Penalty: 4377.113281
	Iteration 108Q: 3 clusters Score -774453.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -774459.750000 Penalty: 4377.113281
	Iteration 109Q: 3 clusters Score -774459.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -774466.125000 Penalty: 4377.113281
	Iteration 110Q: 3 clusters Score -774466.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -774474.437500 Penalty: 4377.113281
	Iteration 111Q: 3 clusters Score -774474.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -774477.750000 Penalty: 4377.113281
	Iteration 112Q: 3 clusters Score -774477.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -774484.812500 Penalty: 4377.113281
	Iteration 113Q: 3 clusters Score -774484.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -774490.750000 Penalty: 4377.113281
	Iteration 114Q: 3 clusters Score -774490.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -774498.000000 Penalty: 4377.113281
	Iteration 115Q: 3 clusters Score -774498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -774502.312500 Penalty: 4377.113281
	Iteration 116Q: 3 clusters Score -774502.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -774506.125000 Penalty: 4377.113281
	Iteration 117Q: 3 clusters Score -774506.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -774508.500000 Penalty: 4377.113281
	Iteration 118Q: 3 clusters Score -774508.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -774509.812500 Penalty: 4377.113281
	Iteration 119Q: 3 clusters Score -774509.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -774512.062500 Penalty: 4377.113281
	Iteration 120F: 3 clusters Score -774512.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -774514.937500 Penalty: 4377.113281
	Iteration 121Q: 3 clusters Score -774514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -774520.062500 Penalty: 4377.113281
	Iteration 122Q: 3 clusters Score -774520.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -774522.437500 Penalty: 4377.113281
	Iteration 123Q: 3 clusters Score -774522.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -774525.875000 Penalty: 4377.113281
	Iteration 124Q: 3 clusters Score -774525.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -774531.625000 Penalty: 4377.113281
	Iteration 125Q: 3 clusters Score -774531.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -774534.125000 Penalty: 4377.113281
	Iteration 126Q: 3 clusters Score -774534.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -774536.562500 Penalty: 4377.113281
	Iteration 127Q: 3 clusters Score -774536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -774540.750000 Penalty: 4377.113281
	Iteration 128Q: 3 clusters Score -774540.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -774543.312500 Penalty: 4377.113281
	Iteration 129Q: 3 clusters Score -774543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -774545.750000 Penalty: 4377.113281
	Iteration 130Q: 3 clusters Score -774545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -774548.750000 Penalty: 4377.113281
	Iteration 131Q: 3 clusters Score -774548.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -774551.000000 Penalty: 4377.113281
	Iteration 132Q: 3 clusters Score -774551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -774551.437500 Penalty: 4377.113281
	Iteration 133Q: 3 clusters Score -774551.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -774556.562500 Penalty: 4377.113281
	Iteration 134Q: 3 clusters Score -774556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -774559.687500 Penalty: 4377.113281
	Iteration 135Q: 3 clusters Score -774559.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -774560.125000 Penalty: 4377.113281
	Iteration 136Q: 3 clusters Score -774560.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -774561.625000 Penalty: 4377.113281
	Iteration 137Q: 3 clusters Score -774561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -774564.312500 Penalty: 4377.113281
	Iteration 138Q: 3 clusters Score -774564.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -774565.312500 Penalty: 4377.113281
	Iteration 139Q: 3 clusters Score -774565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -774566.062500 Penalty: 4377.113281
	Iteration 140F: 3 clusters Score -774566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -774566.437500 Penalty: 4377.113281
	Iteration 141Q: 3 clusters Score -774566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -774567.375000 Penalty: 4377.113281
	Iteration 142Q: 3 clusters Score -774567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -774568.500000 Penalty: 4377.113281
	Iteration 143Q: 3 clusters Score -774568.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -774571.125000 Penalty: 4377.113281
	Iteration 144Q: 3 clusters Score -774571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -774570.375000 Penalty: 4377.113281
	Iteration 145Q: 3 clusters Score -774570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -774571.812500 Penalty: 4377.113281
	Iteration 146Q: 3 clusters Score -774571.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -774574.125000 Penalty: 4377.113281
	Iteration 147Q: 3 clusters Score -774574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -774575.812500 Penalty: 4377.113281
	Iteration 148Q: 3 clusters Score -774575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -774579.125000 Penalty: 4377.113281
	Iteration 149Q: 3 clusters Score -774579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -774580.875000 Penalty: 4377.113281
	Iteration 150Q: 3 clusters Score -774580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -774583.687500 Penalty: 4377.113281
	Iteration 151Q: 3 clusters Score -774583.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -774586.500000 Penalty: 4377.113281
	Iteration 152Q: 3 clusters Score -774586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -774587.000000 Penalty: 4377.113281
	Iteration 153Q: 3 clusters Score -774587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -774586.125000 Penalty: 4377.113281
	Iteration 154Q: 3 clusters Score -774586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -774588.937500 Penalty: 4377.113281
	Iteration 155Q: 3 clusters Score -774588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -774590.000000 Penalty: 4377.113281
	Iteration 156Q: 3 clusters Score -774590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -774593.062500 Penalty: 4377.113281
	Iteration 157Q: 3 clusters Score -774593.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -774594.062500 Penalty: 4377.113281
	Iteration 158Q: 3 clusters Score -774594.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -774598.375000 Penalty: 4377.113281
	Iteration 159Q: 3 clusters Score -774598.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -774599.625000 Penalty: 4377.113281
	Iteration 160F: 3 clusters Score -774599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -774603.250000 Penalty: 4377.113281
	Iteration 161Q: 3 clusters Score -774603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -774607.812500 Penalty: 4377.113281
	Iteration 162Q: 3 clusters Score -774607.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -774610.437500 Penalty: 4377.113281
	Iteration 163Q: 3 clusters Score -774610.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -774615.062500 Penalty: 4377.113281
	Iteration 164Q: 3 clusters Score -774615.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -774618.125000 Penalty: 4377.113281
	Iteration 165Q: 3 clusters Score -774618.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -774624.437500 Penalty: 4377.113281
	Iteration 166Q: 3 clusters Score -774624.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -774628.062500 Penalty: 4377.113281
	Iteration 167Q: 3 clusters Score -774628.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -774631.562500 Penalty: 4377.113281
	Iteration 168Q: 3 clusters Score -774631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -774632.187500 Penalty: 4377.113281
	Iteration 169Q: 3 clusters Score -774632.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -774633.312500 Penalty: 4377.113281
	Iteration 170Q: 3 clusters Score -774633.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -774635.312500 Penalty: 4377.113281
	Iteration 171Q: 3 clusters Score -774635.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -774634.750000 Penalty: 4377.113281
	Iteration 172Q: 3 clusters Score -774634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -774635.625000 Penalty: 4377.113281
	Iteration 173Q: 3 clusters Score -774635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -774639.812500 Penalty: 4377.113281
	Iteration 174Q: 3 clusters Score -774639.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -774643.812500 Penalty: 4377.113281
	Iteration 175Q: 3 clusters Score -774643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -774645.687500 Penalty: 4377.113281
	Iteration 176Q: 3 clusters Score -774645.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -774648.625000 Penalty: 4377.113281
	Iteration 177Q: 3 clusters Score -774648.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -774651.812500 Penalty: 4377.113281
	Iteration 178Q: 3 clusters Score -774651.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -774654.875000 Penalty: 4377.113281
	Iteration 179Q: 3 clusters Score -774654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -774659.312500 Penalty: 4377.113281
	Iteration 180F: 3 clusters Score -774659.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -774662.812500 Penalty: 4377.113281
	Iteration 181Q: 3 clusters Score -774662.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -774667.562500 Penalty: 4377.113281
	Iteration 182Q: 3 clusters Score -774667.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -774669.187500 Penalty: 4377.113281
	Iteration 183Q: 3 clusters Score -774669.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -774675.062500 Penalty: 4377.113281
	Iteration 184Q: 3 clusters Score -774675.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -774679.437500 Penalty: 4377.113281
	Iteration 185Q: 3 clusters Score -774679.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -774690.312500 Penalty: 4377.113281
	Iteration 186Q: 3 clusters Score -774690.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -774698.375000 Penalty: 4377.113281
	Iteration 187Q: 3 clusters Score -774698.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -774704.687500 Penalty: 4377.113281
	Iteration 188Q: 3 clusters Score -774704.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -774714.625000 Penalty: 4377.113281
	Iteration 189Q: 3 clusters Score -774714.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -774726.000000 Penalty: 4377.113281
	Iteration 190Q: 3 clusters Score -774726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -774735.625000 Penalty: 4377.113281
	Iteration 191Q: 3 clusters Score -774735.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -774746.937500 Penalty: 4377.113281
	Iteration 192Q: 3 clusters Score -774746.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -774757.062500 Penalty: 4377.113281
	Iteration 193Q: 3 clusters Score -774757.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -774764.000000 Penalty: 4377.113281
	Iteration 194Q: 3 clusters Score -774764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -774767.000000 Penalty: 4377.113281
	Iteration 195Q: 3 clusters Score -774767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -774773.625000 Penalty: 4377.113281
	Iteration 196Q: 3 clusters Score -774773.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -774778.812500 Penalty: 4377.113281
	Iteration 197Q: 3 clusters Score -774778.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -774789.312500 Penalty: 4377.113281
	Iteration 198Q: 3 clusters Score -774789.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -774799.625000 Penalty: 4377.113281
	Iteration 199Q: 3 clusters Score -774799.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -774806.000000 Penalty: 4377.113281
	Iteration 200F: 3 clusters Score -774806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -774812.437500 Penalty: 4377.113281
	Iteration 201Q: 3 clusters Score -774812.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -774825.062500 Penalty: 4377.113281
	Iteration 202Q: 3 clusters Score -774825.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -774839.187500 Penalty: 4377.113281
	Iteration 203Q: 3 clusters Score -774839.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -774855.125000 Penalty: 4377.113281
	Iteration 204Q: 3 clusters Score -774855.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -774873.062500 Penalty: 4377.113281
	Iteration 205Q: 3 clusters Score -774873.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -774890.000000 Penalty: 4377.113281
	Iteration 206Q: 3 clusters Score -774890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -774903.937500 Penalty: 4377.113281
	Iteration 207Q: 3 clusters Score -774903.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -774916.250000 Penalty: 4377.113281
	Iteration 208Q: 3 clusters Score -774916.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -774929.375000 Penalty: 4377.113281
	Iteration 209Q: 3 clusters Score -774929.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -774948.937500 Penalty: 4377.113281
	Iteration 210Q: 3 clusters Score -774948.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -774967.250000 Penalty: 4377.113281
	Iteration 211Q: 3 clusters Score -774967.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -774992.687500 Penalty: 4377.113281
	Iteration 212Q: 3 clusters Score -774992.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -775015.937500 Penalty: 4377.113281
	Iteration 213Q: 3 clusters Score -775015.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -775030.187500 Penalty: 4377.113281
	Iteration 214Q: 3 clusters Score -775030.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -775044.312500 Penalty: 4377.113281
	Iteration 215Q: 3 clusters Score -775044.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -775061.687500 Penalty: 4377.113281
	Iteration 216Q: 3 clusters Score -775061.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -775078.000000 Penalty: 4377.113281
	Iteration 217Q: 3 clusters Score -775078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -775097.375000 Penalty: 4377.113281
	Iteration 218Q: 3 clusters Score -775097.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -775115.125000 Penalty: 4377.113281
	Iteration 219Q: 3 clusters Score -775115.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -775127.687500 Penalty: 4377.113281
	Iteration 220F: 3 clusters Score -775127.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -775131.875000 Penalty: 4377.113281
	Iteration 221Q: 3 clusters Score -775131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -775135.562500 Penalty: 4377.113281
	Iteration 222Q: 3 clusters Score -775135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -775138.687500 Penalty: 4377.113281
	Iteration 223Q: 3 clusters Score -775138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -775142.937500 Penalty: 4377.113281
	Iteration 224Q: 3 clusters Score -775142.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -775149.937500 Penalty: 4377.113281
	Iteration 225Q: 3 clusters Score -775149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -775151.250000 Penalty: 4377.113281
	Iteration 226Q: 3 clusters Score -775151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -775151.812500 Penalty: 4377.113281
	Iteration 227Q: 3 clusters Score -775151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -775154.000000 Penalty: 4377.113281
	Iteration 228Q: 3 clusters Score -775154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -775154.000000 Penalty: 4377.113281
	Iteration 229F: 3 clusters Score -775154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Entering Unmasked Estep 
Score: -418427.875000 Penalty: 2084.253662
	Iteration 0F: 2 clusters Score -418427.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -414247.968750 Penalty: 4168.507324
	Iteration 0F: 3 clusters Score -414248 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -415491.906250 Penalty: 4168.507324
	Iteration 1F: 3 clusters Score -415491.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -415954.156250 Penalty: 4168.507324
	Iteration 2F: 3 clusters Score -415954.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -416365.687500 Penalty: 4168.507324
	Iteration 3F: 3 clusters Score -416365.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -416664.843750 Penalty: 4168.507324
	Iteration 4F: 3 clusters Score -416664.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -416861.031250 Penalty: 4168.507324
	Iteration 5Q: 3 clusters Score -416861 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -416988.625000 Penalty: 4168.507324
	Iteration 6Q: 3 clusters Score -416988.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -417054.031250 Penalty: 4168.507324
	Iteration 7Q: 3 clusters Score -417054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -417088.000000 Penalty: 4168.507324
	Iteration 8Q: 3 clusters Score -417088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -417113.718750 Penalty: 4168.507324
	Iteration 9Q: 3 clusters Score -417113.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -417138.125000 Penalty: 4168.507324
	Iteration 10Q: 3 clusters Score -417138.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -417152.625000 Penalty: 4168.507324
	Iteration 11Q: 3 clusters Score -417152.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -417164.343750 Penalty: 4168.507324
	Iteration 12Q: 3 clusters Score -417164.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -417173.468750 Penalty: 4168.507324
	Iteration 13Q: 3 clusters Score -417173.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -417180.312500 Penalty: 4168.507324
	Iteration 14Q: 3 clusters Score -417180.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -417186.343750 Penalty: 4168.507324
	Iteration 15Q: 3 clusters Score -417186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -417195.375000 Penalty: 4168.507324
	Iteration 16Q: 3 clusters Score -417195.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -417202.875000 Penalty: 4168.507324
	Iteration 17Q: 3 clusters Score -417202.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -417210.906250 Penalty: 4168.507324
	Iteration 18Q: 3 clusters Score -417210.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -417215.750000 Penalty: 4168.507324
	Iteration 19Q: 3 clusters Score -417215.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -417220.875000 Penalty: 4168.507324
	Iteration 20F: 3 clusters Score -417220.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -417223.937500 Penalty: 4168.507324
	Iteration 21Q: 3 clusters Score -417223.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -417227.781250 Penalty: 4168.507324
	Iteration 22Q: 3 clusters Score -417227.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -417232.843750 Penalty: 4168.507324
	Iteration 23Q: 3 clusters Score -417232.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -417234.937500 Penalty: 4168.507324
	Iteration 24Q: 3 clusters Score -417234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -417237.937500 Penalty: 4168.507324
	Iteration 25Q: 3 clusters Score -417237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -417241.250000 Penalty: 4168.507324
	Iteration 26Q: 3 clusters Score -417241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -417245.218750 Penalty: 4168.507324
	Iteration 27Q: 3 clusters Score -417245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -417248.000000 Penalty: 4168.507324
	Iteration 28Q: 3 clusters Score -417248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -417249.906250 Penalty: 4168.507324
	Iteration 29Q: 3 clusters Score -417249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -417251.281250 Penalty: 4168.507324
	Iteration 30Q: 3 clusters Score -417251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -417251.593750 Penalty: 4168.507324
	Iteration 31Q: 3 clusters Score -417251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -417251.937500 Penalty: 4168.507324
	Iteration 32Q: 3 clusters Score -417251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -417253.343750 Penalty: 4168.507324
	Iteration 33Q: 3 clusters Score -417253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -417253.312500 Penalty: 4168.507324
	Iteration 34Q: 3 clusters Score -417253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -417253.781250 Penalty: 4168.507324
	Iteration 35Q: 3 clusters Score -417253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -417254.531250 Penalty: 4168.507324
	Iteration 36Q: 3 clusters Score -417254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -417254.750000 Penalty: 4168.507324
	Iteration 37Q: 3 clusters Score -417254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -417254.750000 Penalty: 4168.507324
	Iteration 38F: 3 clusters Score -417254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -774462.375000 Penalty: 2202.695312
	Iteration 0F: 2 clusters Score -774462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -768613.125000 Penalty: 4405.390625
	Iteration 0F: 3 clusters Score -768613.1 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -770193.250000 Penalty: 4405.390625
	Iteration 1F: 3 clusters Score -770193.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -770458.937500 Penalty: 4405.390625
	Iteration 2F: 3 clusters Score -770458.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -770622.250000 Penalty: 4405.390625
	Iteration 3F: 3 clusters Score -770622.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -770738.562500 Penalty: 4405.390625
	Iteration 4Q: 3 clusters Score -770738.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -770828.875000 Penalty: 4405.390625
	Iteration 5Q: 3 clusters Score -770828.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -770927.000000 Penalty: 4405.390625
	Iteration 6Q: 3 clusters Score -770927 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -771031.000000 Penalty: 4405.390625
	Iteration 7Q: 3 clusters Score -771031 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -771153.187500 Penalty: 4405.390625
	Iteration 8Q: 3 clusters Score -771153.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -771296.875000 Penalty: 4405.390625
	Iteration 9Q: 3 clusters Score -771296.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -771457.687500 Penalty: 4405.390625
	Iteration 10Q: 3 clusters Score -771457.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -771654.125000 Penalty: 4405.390625
	Iteration 11Q: 3 clusters Score -771654.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -771883.812500 Penalty: 4405.390625
	Iteration 12Q: 3 clusters Score -771883.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -772111.562500 Penalty: 4405.390625
	Iteration 13Q: 3 clusters Score -772111.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -772358.312500 Penalty: 4405.390625
	Iteration 14Q: 3 clusters Score -772358.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -772627.250000 Penalty: 4405.390625
	Iteration 15Q: 3 clusters Score -772627.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -772893.062500 Penalty: 4405.390625
	Iteration 16Q: 3 clusters Score -772893.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -773149.625000 Penalty: 4405.390625
	Iteration 17Q: 3 clusters Score -773149.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -773351.687500 Penalty: 4405.390625
	Iteration 18Q: 3 clusters Score -773351.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -773486.250000 Penalty: 4405.390625
	Iteration 19Q: 3 clusters Score -773486.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -773572.062500 Penalty: 4405.390625
	Iteration 20F: 3 clusters Score -773572.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -773640.937500 Penalty: 4405.390625
	Iteration 21Q: 3 clusters Score -773640.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -773696.750000 Penalty: 4405.390625
	Iteration 22Q: 3 clusters Score -773696.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -773729.500000 Penalty: 4405.390625
	Iteration 23Q: 3 clusters Score -773729.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -773758.375000 Penalty: 4405.390625
	Iteration 24Q: 3 clusters Score -773758.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -773784.125000 Penalty: 4405.390625
	Iteration 25Q: 3 clusters Score -773784.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -773801.125000 Penalty: 4405.390625
	Iteration 26Q: 3 clusters Score -773801.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -773817.312500 Penalty: 4405.390625
	Iteration 27Q: 3 clusters Score -773817.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -773824.500000 Penalty: 4405.390625
	Iteration 28Q: 3 clusters Score -773824.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -773831.125000 Penalty: 4405.390625
	Iteration 29Q: 3 clusters Score -773831.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -773835.750000 Penalty: 4405.390625
	Iteration 30Q: 3 clusters Score -773835.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -773838.937500 Penalty: 4405.390625
	Iteration 31Q: 3 clusters Score -773838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -773842.250000 Penalty: 4405.390625
	Iteration 32Q: 3 clusters Score -773842.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -773843.937500 Penalty: 4405.390625
	Iteration 33Q: 3 clusters Score -773843.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -773845.687500 Penalty: 4405.390625
	Iteration 34Q: 3 clusters Score -773845.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -773848.750000 Penalty: 4405.390625
	Iteration 35Q: 3 clusters Score -773848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -773852.187500 Penalty: 4405.390625
	Iteration 36Q: 3 clusters Score -773852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -773855.437500 Penalty: 4405.390625
	Iteration 37Q: 3 clusters Score -773855.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -773857.875000 Penalty: 4405.390625
	Iteration 38Q: 3 clusters Score -773857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -773860.125000 Penalty: 4405.390625
	Iteration 39Q: 3 clusters Score -773860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -773861.687500 Penalty: 4405.390625
	Iteration 40F: 3 clusters Score -773861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -773861.375000 Penalty: 4405.390625
	Iteration 41Q: 3 clusters Score -773861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -773861.375000 Penalty: 4405.390625
	Iteration 42F: 3 clusters Score -773861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (24610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Entering Unmasked Estep 
Score: -2807401.500000 Penalty: 2507.505371
	Iteration 0F: 2 clusters Score -2807402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2790283.750000 Penalty: 5015.010742
	Iteration 0F: 3 clusters Score -2790284 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2796282.750000 Penalty: 5015.010742
	Iteration 1F: 3 clusters Score -2796283 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2796906.500000 Penalty: 5015.010742
	Iteration 2F: 3 clusters Score -2796906 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2797486.750000 Penalty: 5015.010742
	Iteration 3F: 3 clusters Score -2797487 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2798067.250000 Penalty: 5015.010742
	Iteration 4F: 3 clusters Score -2798067 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2798627.500000 Penalty: 5015.010742
	Iteration 5Q: 3 clusters Score -2798628 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2799217.000000 Penalty: 5015.010742
	Iteration 6Q: 3 clusters Score -2799217 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2799846.750000 Penalty: 5015.010742
	Iteration 7Q: 3 clusters Score -2799847 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2800454.000000 Penalty: 5015.010742
	Iteration 8Q: 3 clusters Score -2800454 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2801081.750000 Penalty: 5015.010742
	Iteration 9Q: 3 clusters Score -2801082 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2801628.500000 Penalty: 5015.010742
	Iteration 10Q: 3 clusters Score -2801628 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2802140.000000 Penalty: 5015.010742
	Iteration 11Q: 3 clusters Score -2802140 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2802563.750000 Penalty: 5015.010742
	Iteration 12Q: 3 clusters Score -2802564 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2802860.250000 Penalty: 5015.010742
	Iteration 13Q: 3 clusters Score -2802860 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2803056.500000 Penalty: 5015.010742
	Iteration 14Q: 3 clusters Score -2803056 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2803227.500000 Penalty: 5015.010742
	Iteration 15Q: 3 clusters Score -2803228 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2803339.750000 Penalty: 5015.010742
	Iteration 16Q: 3 clusters Score -2803340 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2803440.000000 Penalty: 5015.010742
	Iteration 17Q: 3 clusters Score -2803440 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2803529.000000 Penalty: 5015.010742
	Iteration 18Q: 3 clusters Score -2803529 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2803601.750000 Penalty: 5015.010742
	Iteration 19Q: 3 clusters Score -2803602 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2803669.750000 Penalty: 5015.010742
	Iteration 20F: 3 clusters Score -2803670 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2803732.000000 Penalty: 5015.010742
	Iteration 21Q: 3 clusters Score -2803732 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2803786.250000 Penalty: 5015.010742
	Iteration 22Q: 3 clusters Score -2803786 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2803850.000000 Penalty: 5015.010742
	Iteration 23Q: 3 clusters Score -2803850 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2803893.500000 Penalty: 5015.010742
	Iteration 24Q: 3 clusters Score -2803894 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2803948.500000 Penalty: 5015.010742
	Iteration 25Q: 3 clusters Score -2803948 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2804012.000000 Penalty: 5015.010742
	Iteration 26Q: 3 clusters Score -2804012 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2804069.250000 Penalty: 5015.010742
	Iteration 27Q: 3 clusters Score -2804069 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2804155.250000 Penalty: 5015.010742
	Iteration 28Q: 3 clusters Score -2804155 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2804254.250000 Penalty: 5015.010742
	Iteration 29Q: 3 clusters Score -2804254 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2804362.500000 Penalty: 5015.010742
	Iteration 30Q: 3 clusters Score -2804362 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2804472.750000 Penalty: 5015.010742
	Iteration 31Q: 3 clusters Score -2804473 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2804604.750000 Penalty: 5015.010742
	Iteration 32Q: 3 clusters Score -2804605 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2804738.250000 Penalty: 5015.010742
	Iteration 33Q: 3 clusters Score -2804738 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2804874.500000 Penalty: 5015.010742
	Iteration 34Q: 3 clusters Score -2804874 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2805003.500000 Penalty: 5015.010742
	Iteration 35Q: 3 clusters Score -2805004 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2805104.250000 Penalty: 5015.010742
	Iteration 36Q: 3 clusters Score -2805104 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2805177.750000 Penalty: 5015.010742
	Iteration 37Q: 3 clusters Score -2805178 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2805229.500000 Penalty: 5015.010742
	Iteration 38Q: 3 clusters Score -2805230 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2805274.250000 Penalty: 5015.010742
	Iteration 39Q: 3 clusters Score -2805274 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2805319.500000 Penalty: 5015.010742
	Iteration 40F: 3 clusters Score -2805320 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2805356.500000 Penalty: 5015.010742
	Iteration 41Q: 3 clusters Score -2805356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2805369.250000 Penalty: 5015.010742
	Iteration 42Q: 3 clusters Score -2805369 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2805381.250000 Penalty: 5015.010742
	Iteration 43Q: 3 clusters Score -2805381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2805381.000000 Penalty: 5015.010742
	Iteration 44Q: 3 clusters Score -2805381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2805387.250000 Penalty: 5015.010742
	Iteration 45Q: 3 clusters Score -2805387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2805394.500000 Penalty: 5015.010742
	Iteration 46Q: 3 clusters Score -2805394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2805400.750000 Penalty: 5015.010742
	Iteration 47Q: 3 clusters Score -2805401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2805401.750000 Penalty: 5015.010742
	Iteration 48Q: 3 clusters Score -2805402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2805403.000000 Penalty: 5015.010742
	Iteration 49Q: 3 clusters Score -2805403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2805397.750000 Penalty: 5015.010742
	Iteration 50Q: 3 clusters Score -2805398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2805397.000000 Penalty: 5015.010742
	Iteration 51Q: 3 clusters Score -2805397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2805399.000000 Penalty: 5015.010742
	Iteration 52Q: 3 clusters Score -2805399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2805394.500000 Penalty: 5015.010742
	Iteration 53Q: 3 clusters Score -2805394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2805395.750000 Penalty: 5015.010742
	Iteration 54Q: 3 clusters Score -2805396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2805399.500000 Penalty: 5015.010742
	Iteration 55Q: 3 clusters Score -2805400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2805399.250000 Penalty: 5015.010742
	Iteration 56Q: 3 clusters Score -2805399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2805402.000000 Penalty: 5015.010742
	Iteration 57Q: 3 clusters Score -2805402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2805400.500000 Penalty: 5015.010742
	Iteration 58Q: 3 clusters Score -2805400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2805400.250000 Penalty: 5015.010742
	Iteration 59Q: 3 clusters Score -2805400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2805400.500000 Penalty: 5015.010742
	Iteration 60F: 3 clusters Score -2805400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2805397.500000 Penalty: 5015.010742
	Iteration 61Q: 3 clusters Score -2805398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2805397.500000 Penalty: 5015.010742
	Iteration 62F: 3 clusters Score -2805398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -781254.437500 Penalty: 2214.204102
	Iteration 0F: 2 clusters Score -781254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -775238.125000 Penalty: 4428.408203
	Iteration 0F: 3 clusters Score -775238.1 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -777150.250000 Penalty: 4428.408203
	Iteration 1F: 3 clusters Score -777150.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -777553.562500 Penalty: 4428.408203
	Iteration 2F: 3 clusters Score -777553.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -777856.500000 Penalty: 4428.408203
	Iteration 3F: 3 clusters Score -777856.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -778062.875000 Penalty: 4428.408203
	Iteration 4Q: 3 clusters Score -778062.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -778274.375000 Penalty: 4428.408203
	Iteration 5Q: 3 clusters Score -778274.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -778440.500000 Penalty: 4428.408203
	Iteration 6Q: 3 clusters Score -778440.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -778558.500000 Penalty: 4428.408203
	Iteration 7Q: 3 clusters Score -778558.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -778642.875000 Penalty: 4428.408203
	Iteration 8Q: 3 clusters Score -778642.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -778710.937500 Penalty: 4428.408203
	Iteration 9Q: 3 clusters Score -778710.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -778774.000000 Penalty: 4428.408203
	Iteration 10Q: 3 clusters Score -778774 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -778842.312500 Penalty: 4428.408203
	Iteration 11Q: 3 clusters Score -778842.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -778904.937500 Penalty: 4428.408203
	Iteration 12Q: 3 clusters Score -778904.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -778958.312500 Penalty: 4428.408203
	Iteration 13Q: 3 clusters Score -778958.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -779010.375000 Penalty: 4428.408203
	Iteration 14Q: 3 clusters Score -779010.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -779048.562500 Penalty: 4428.408203
	Iteration 15Q: 3 clusters Score -779048.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -779085.187500 Penalty: 4428.408203
	Iteration 16Q: 3 clusters Score -779085.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -779119.500000 Penalty: 4428.408203
	Iteration 17Q: 3 clusters Score -779119.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -779165.250000 Penalty: 4428.408203
	Iteration 18Q: 3 clusters Score -779165.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -779223.062500 Penalty: 4428.408203
	Iteration 19Q: 3 clusters Score -779223.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -779300.187500 Penalty: 4428.408203
	Iteration 20F: 3 clusters Score -779300.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -779399.000000 Penalty: 4428.408203
	Iteration 21Q: 3 clusters Score -779399 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -779493.312500 Penalty: 4428.408203
	Iteration 22Q: 3 clusters Score -779493.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -779581.125000 Penalty: 4428.408203
	Iteration 23Q: 3 clusters Score -779581.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -779641.437500 Penalty: 4428.408203
	Iteration 24Q: 3 clusters Score -779641.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -779689.562500 Penalty: 4428.408203
	Iteration 25Q: 3 clusters Score -779689.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -779722.812500 Penalty: 4428.408203
	Iteration 26Q: 3 clusters Score -779722.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -779742.250000 Penalty: 4428.408203
	Iteration 27Q: 3 clusters Score -779742.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -779757.437500 Penalty: 4428.408203
	Iteration 28Q: 3 clusters Score -779757.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -779768.062500 Penalty: 4428.408203
	Iteration 29Q: 3 clusters Score -779768.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -779775.062500 Penalty: 4428.408203
	Iteration 30Q: 3 clusters Score -779775.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -779782.250000 Penalty: 4428.408203
	Iteration 31Q: 3 clusters Score -779782.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -779788.562500 Penalty: 4428.408203
	Iteration 32Q: 3 clusters Score -779788.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -779800.312500 Penalty: 4428.408203
	Iteration 33Q: 3 clusters Score -779800.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -779803.750000 Penalty: 4428.408203
	Iteration 34Q: 3 clusters Score -779803.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -779812.437500 Penalty: 4428.408203
	Iteration 35Q: 3 clusters Score -779812.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -779815.625000 Penalty: 4428.408203
	Iteration 36Q: 3 clusters Score -779815.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -779819.875000 Penalty: 4428.408203
	Iteration 37Q: 3 clusters Score -779819.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -779825.500000 Penalty: 4428.408203
	Iteration 38Q: 3 clusters Score -779825.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -779830.562500 Penalty: 4428.408203
	Iteration 39Q: 3 clusters Score -779830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -779834.312500 Penalty: 4428.408203
	Iteration 40F: 3 clusters Score -779834.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -779836.875000 Penalty: 4428.408203
	Iteration 41Q: 3 clusters Score -779836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -779836.000000 Penalty: 4428.408203
	Iteration 42Q: 3 clusters Score -779836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -779838.937500 Penalty: 4428.408203
	Iteration 43Q: 3 clusters Score -779838.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -779843.500000 Penalty: 4428.408203
	Iteration 44Q: 3 clusters Score -779843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -779846.937500 Penalty: 4428.408203
	Iteration 45Q: 3 clusters Score -779846.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -779851.562500 Penalty: 4428.408203
	Iteration 46Q: 3 clusters Score -779851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -779854.062500 Penalty: 4428.408203
	Iteration 47Q: 3 clusters Score -779854.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -779859.375000 Penalty: 4428.408203
	Iteration 48Q: 3 clusters Score -779859.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -779864.125000 Penalty: 4428.408203
	Iteration 49Q: 3 clusters Score -779864.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -779864.125000 Penalty: 4428.408203
	Iteration 50Q: 3 clusters Score -779864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -779866.062500 Penalty: 4428.408203
	Iteration 51Q: 3 clusters Score -779866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -779865.437500 Penalty: 4428.408203
	Iteration 52Q: 3 clusters Score -779865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -779866.687500 Penalty: 4428.408203
	Iteration 53Q: 3 clusters Score -779866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -779869.750000 Penalty: 4428.408203
	Iteration 54Q: 3 clusters Score -779869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -779873.250000 Penalty: 4428.408203
	Iteration 55Q: 3 clusters Score -779873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -779872.500000 Penalty: 4428.408203
	Iteration 56Q: 3 clusters Score -779872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -779871.187500 Penalty: 4428.408203
	Iteration 57Q: 3 clusters Score -779871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -779870.750000 Penalty: 4428.408203
	Iteration 58Q: 3 clusters Score -779870.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -779870.750000 Penalty: 4428.408203
	Iteration 59F: 3 clusters Score -779870.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (13919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Entering Unmasked Estep 
Score: -1486519.500000 Penalty: 2366.170410
	Iteration 0F: 2 clusters Score -1486520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1476454.250000 Penalty: 4732.340820
	Iteration 0F: 3 clusters Score -1476454 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1479675.625000 Penalty: 4732.340820
	Iteration 1F: 3 clusters Score -1479676 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1480112.375000 Penalty: 4732.340820
	Iteration 2F: 3 clusters Score -1480112 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1480521.500000 Penalty: 4732.340820
	Iteration 3F: 3 clusters Score -1480522 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1480883.375000 Penalty: 4732.340820
	Iteration 4F: 3 clusters Score -1480883 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1481229.500000 Penalty: 4732.340820
	Iteration 5Q: 3 clusters Score -1481230 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1481578.875000 Penalty: 4732.340820
	Iteration 6Q: 3 clusters Score -1481579 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1481947.375000 Penalty: 4732.340820
	Iteration 7Q: 3 clusters Score -1481947 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1482329.125000 Penalty: 4732.340820
	Iteration 8Q: 3 clusters Score -1482329 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1482726.000000 Penalty: 4732.340820
	Iteration 9Q: 3 clusters Score -1482726 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1483120.000000 Penalty: 4732.340820
	Iteration 10Q: 3 clusters Score -1483120 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1483471.375000 Penalty: 4732.340820
	Iteration 11Q: 3 clusters Score -1483471 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1483791.000000 Penalty: 4732.340820
	Iteration 12Q: 3 clusters Score -1483791 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1484062.750000 Penalty: 4732.340820
	Iteration 13Q: 3 clusters Score -1484063 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1484323.375000 Penalty: 4732.340820
	Iteration 14Q: 3 clusters Score -1484323 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1484561.625000 Penalty: 4732.340820
	Iteration 15Q: 3 clusters Score -1484562 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1484734.250000 Penalty: 4732.340820
	Iteration 16Q: 3 clusters Score -1484734 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1484848.875000 Penalty: 4732.340820
	Iteration 17Q: 3 clusters Score -1484849 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1484906.625000 Penalty: 4732.340820
	Iteration 18Q: 3 clusters Score -1484907 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1484942.250000 Penalty: 4732.340820
	Iteration 19Q: 3 clusters Score -1484942 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1484978.125000 Penalty: 4732.340820
	Iteration 20F: 3 clusters Score -1484978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1485009.500000 Penalty: 4732.340820
	Iteration 21Q: 3 clusters Score -1485010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1485026.500000 Penalty: 4732.340820
	Iteration 22Q: 3 clusters Score -1485026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1485049.250000 Penalty: 4732.340820
	Iteration 23Q: 3 clusters Score -1485049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1485055.875000 Penalty: 4732.340820
	Iteration 24Q: 3 clusters Score -1485056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1485071.250000 Penalty: 4732.340820
	Iteration 25Q: 3 clusters Score -1485071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1485076.500000 Penalty: 4732.340820
	Iteration 26Q: 3 clusters Score -1485076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1485083.375000 Penalty: 4732.340820
	Iteration 27Q: 3 clusters Score -1485083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1485091.000000 Penalty: 4732.340820
	Iteration 28Q: 3 clusters Score -1485091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1485091.500000 Penalty: 4732.340820
	Iteration 29Q: 3 clusters Score -1485092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1485096.125000 Penalty: 4732.340820
	Iteration 30Q: 3 clusters Score -1485096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1485097.500000 Penalty: 4732.340820
	Iteration 31Q: 3 clusters Score -1485098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1485099.375000 Penalty: 4732.340820
	Iteration 32Q: 3 clusters Score -1485099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1485098.375000 Penalty: 4732.340820
	Iteration 33Q: 3 clusters Score -1485098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1485102.125000 Penalty: 4732.340820
	Iteration 34Q: 3 clusters Score -1485102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1485103.875000 Penalty: 4732.340820
	Iteration 35Q: 3 clusters Score -1485104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1485100.750000 Penalty: 4732.340820
	Iteration 36Q: 3 clusters Score -1485101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1485101.250000 Penalty: 4732.340820
	Iteration 37Q: 3 clusters Score -1485101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1485103.000000 Penalty: 4732.340820
	Iteration 38Q: 3 clusters Score -1485103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1485100.250000 Penalty: 4732.340820
	Iteration 39Q: 3 clusters Score -1485100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1485101.125000 Penalty: 4732.340820
	Iteration 40F: 3 clusters Score -1485101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1485102.500000 Penalty: 4732.340820
	Iteration 41Q: 3 clusters Score -1485102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1485101.000000 Penalty: 4732.340820
	Iteration 42Q: 3 clusters Score -1485101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1485103.750000 Penalty: 4732.340820
	Iteration 43Q: 3 clusters Score -1485104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1485105.625000 Penalty: 4732.340820
	Iteration 44Q: 3 clusters Score -1485106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1485104.250000 Penalty: 4732.340820
	Iteration 45Q: 3 clusters Score -1485104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1485103.875000 Penalty: 4732.340820
	Iteration 46Q: 3 clusters Score -1485104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1485103.875000 Penalty: 4732.340820
	Iteration 47F: 3 clusters Score -1485104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (24411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Entering Unmasked Estep 
Score: -2761974.500000 Penalty: 2505.491699
	Iteration 0F: 2 clusters Score -2761974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2745107.750000 Penalty: 5010.983398
	Iteration 0F: 3 clusters Score -2745108 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2750875.500000 Penalty: 5010.983398
	Iteration 1F: 3 clusters Score -2750876 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2751334.500000 Penalty: 5010.983398
	Iteration 2F: 3 clusters Score -2751334 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2751689.250000 Penalty: 5010.983398
	Iteration 3Q: 3 clusters Score -2751689 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2751946.500000 Penalty: 5010.983398
	Iteration 4Q: 3 clusters Score -2751946 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2752175.500000 Penalty: 5010.983398
	Iteration 5Q: 3 clusters Score -2752176 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2752447.250000 Penalty: 5010.983398
	Iteration 6Q: 3 clusters Score -2752447 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2752694.000000 Penalty: 5010.983398
	Iteration 7Q: 3 clusters Score -2752694 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2752988.250000 Penalty: 5010.983398
	Iteration 8Q: 3 clusters Score -2752988 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2753311.000000 Penalty: 5010.983398
	Iteration 9Q: 3 clusters Score -2753311 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2753693.750000 Penalty: 5010.983398
	Iteration 10Q: 3 clusters Score -2753694 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2754182.500000 Penalty: 5010.983398
	Iteration 11Q: 3 clusters Score -2754182 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2754875.250000 Penalty: 5010.983398
	Iteration 12Q: 3 clusters Score -2754875 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2755797.750000 Penalty: 5010.983398
	Iteration 13Q: 3 clusters Score -2755798 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2756778.000000 Penalty: 5010.983398
	Iteration 14Q: 3 clusters Score -2756778 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2757592.500000 Penalty: 5010.983398
	Iteration 15Q: 3 clusters Score -2757592 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2758056.500000 Penalty: 5010.983398
	Iteration 16Q: 3 clusters Score -2758056 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2758301.500000 Penalty: 5010.983398
	Iteration 17Q: 3 clusters Score -2758302 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2758449.750000 Penalty: 5010.983398
	Iteration 18Q: 3 clusters Score -2758450 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2758530.750000 Penalty: 5010.983398
	Iteration 19Q: 3 clusters Score -2758531 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2758592.000000 Penalty: 5010.983398
	Iteration 20F: 3 clusters Score -2758592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2758631.000000 Penalty: 5010.983398
	Iteration 21Q: 3 clusters Score -2758631 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2758662.000000 Penalty: 5010.983398
	Iteration 22Q: 3 clusters Score -2758662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2758697.000000 Penalty: 5010.983398
	Iteration 23Q: 3 clusters Score -2758697 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2758717.750000 Penalty: 5010.983398
	Iteration 24Q: 3 clusters Score -2758718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2758735.750000 Penalty: 5010.983398
	Iteration 25Q: 3 clusters Score -2758736 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2758738.250000 Penalty: 5010.983398
	Iteration 26Q: 3 clusters Score -2758738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2758758.250000 Penalty: 5010.983398
	Iteration 27Q: 3 clusters Score -2758758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2758780.750000 Penalty: 5010.983398
	Iteration 28Q: 3 clusters Score -2758781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2758799.750000 Penalty: 5010.983398
	Iteration 29Q: 3 clusters Score -2758800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2758803.750000 Penalty: 5010.983398
	Iteration 30Q: 3 clusters Score -2758804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2758809.750000 Penalty: 5010.983398
	Iteration 31Q: 3 clusters Score -2758810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2758814.500000 Penalty: 5010.983398
	Iteration 32Q: 3 clusters Score -2758814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2758823.000000 Penalty: 5010.983398
	Iteration 33Q: 3 clusters Score -2758823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2758826.750000 Penalty: 5010.983398
	Iteration 34Q: 3 clusters Score -2758827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2758828.500000 Penalty: 5010.983398
	Iteration 35Q: 3 clusters Score -2758828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2758840.000000 Penalty: 5010.983398
	Iteration 36Q: 3 clusters Score -2758840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2758833.000000 Penalty: 5010.983398
	Iteration 37Q: 3 clusters Score -2758833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2758838.250000 Penalty: 5010.983398
	Iteration 38Q: 3 clusters Score -2758838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2758839.500000 Penalty: 5010.983398
	Iteration 39Q: 3 clusters Score -2758840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2758845.000000 Penalty: 5010.983398
	Iteration 40F: 3 clusters Score -2758845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2758844.750000 Penalty: 5010.983398
	Iteration 41Q: 3 clusters Score -2758845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2758847.000000 Penalty: 5010.983398
	Iteration 42Q: 3 clusters Score -2758847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2758842.750000 Penalty: 5010.983398
	Iteration 43Q: 3 clusters Score -2758843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2758842.000000 Penalty: 5010.983398
	Iteration 44Q: 3 clusters Score -2758842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2758844.500000 Penalty: 5010.983398
	Iteration 45Q: 3 clusters Score -2758844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2758842.250000 Penalty: 5010.983398
	Iteration 46Q: 3 clusters Score -2758842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2758841.000000 Penalty: 5010.983398
	Iteration 47Q: 3 clusters Score -2758841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2758843.500000 Penalty: 5010.983398
	Iteration 48Q: 3 clusters Score -2758844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2758846.250000 Penalty: 5010.983398
	Iteration 49Q: 3 clusters Score -2758846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2758847.250000 Penalty: 5010.983398
	Iteration 50Q: 3 clusters Score -2758847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2758842.750000 Penalty: 5010.983398
	Iteration 51Q: 3 clusters Score -2758843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2758843.500000 Penalty: 5010.983398
	Iteration 52Q: 3 clusters Score -2758844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2758840.000000 Penalty: 5010.983398
	Iteration 53Q: 3 clusters Score -2758840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2758841.500000 Penalty: 5010.983398
	Iteration 54Q: 3 clusters Score -2758842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2758842.250000 Penalty: 5010.983398
	Iteration 55Q: 3 clusters Score -2758842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2758851.500000 Penalty: 5010.983398
	Iteration 56Q: 3 clusters Score -2758852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2758851.500000 Penalty: 5010.983398
	Iteration 57Q: 3 clusters Score -2758852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2758853.750000 Penalty: 5010.983398
	Iteration 58Q: 3 clusters Score -2758854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2758855.250000 Penalty: 5010.983398
	Iteration 59Q: 3 clusters Score -2758855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2758858.250000 Penalty: 5010.983398
	Iteration 60F: 3 clusters Score -2758858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2758856.750000 Penalty: 5010.983398
	Iteration 61Q: 3 clusters Score -2758857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2758852.750000 Penalty: 5010.983398
	Iteration 62Q: 3 clusters Score -2758853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2758853.250000 Penalty: 5010.983398
	Iteration 63Q: 3 clusters Score -2758853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2758849.250000 Penalty: 5010.983398
	Iteration 64Q: 3 clusters Score -2758849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2758850.500000 Penalty: 5010.983398
	Iteration 65Q: 3 clusters Score -2758850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2758851.750000 Penalty: 5010.983398
	Iteration 66Q: 3 clusters Score -2758852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2758850.500000 Penalty: 5010.983398
	Iteration 67Q: 3 clusters Score -2758850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2758850.500000 Penalty: 5010.983398
	Iteration 68F: 3 clusters Score -2758850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15268.532227 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15268.53 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 88 members 
Entering Unmasked Estep 
Score: -14206.432617 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14206.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14305.838867 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -14305.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14361.199219 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -14361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14370.735352 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -14370.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14370.735352 Penalty: 2612.857666
	Iteration 4F: 3 clusters Score -14370.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Entering Unmasked Estep 
Score: -2164861.000000 Penalty: 2438.480469
	Iteration 0F: 2 clusters Score -2164861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2151661.250000 Penalty: 4876.960938
	Iteration 0F: 3 clusters Score -2151661 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2155889.500000 Penalty: 4876.960938
	Iteration 1F: 3 clusters Score -2155890 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2156226.250000 Penalty: 4876.960938
	Iteration 2F: 3 clusters Score -2156226 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2156489.250000 Penalty: 4876.960938
	Iteration 3Q: 3 clusters Score -2156489 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2156728.500000 Penalty: 4876.960938
	Iteration 4Q: 3 clusters Score -2156728 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2156971.000000 Penalty: 4876.960938
	Iteration 5Q: 3 clusters Score -2156971 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2157247.250000 Penalty: 4876.960938
	Iteration 6Q: 3 clusters Score -2157247 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2157630.250000 Penalty: 4876.960938
	Iteration 7Q: 3 clusters Score -2157630 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2158210.250000 Penalty: 4876.960938
	Iteration 8F: 3 clusters Score -2158210 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2159042.250000 Penalty: 4876.960938
	Iteration 9F: 3 clusters Score -2159042 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2160104.000000 Penalty: 4876.960938
	Iteration 10F: 3 clusters Score -2160104 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2161142.750000 Penalty: 4876.960938
	Iteration 11F: 3 clusters Score -2161143 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2161923.750000 Penalty: 4876.960938
	Iteration 12Q: 3 clusters Score -2161924 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2162357.500000 Penalty: 4876.960938
	Iteration 13Q: 3 clusters Score -2162358 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2162562.250000 Penalty: 4876.960938
	Iteration 14Q: 3 clusters Score -2162562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2162676.250000 Penalty: 4876.960938
	Iteration 15Q: 3 clusters Score -2162676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2162735.750000 Penalty: 4876.960938
	Iteration 16Q: 3 clusters Score -2162736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2162779.750000 Penalty: 4876.960938
	Iteration 17Q: 3 clusters Score -2162780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2162819.000000 Penalty: 4876.960938
	Iteration 18Q: 3 clusters Score -2162819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2162844.000000 Penalty: 4876.960938
	Iteration 19Q: 3 clusters Score -2162844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2162861.250000 Penalty: 4876.960938
	Iteration 20F: 3 clusters Score -2162861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2162868.500000 Penalty: 4876.960938
	Iteration 21Q: 3 clusters Score -2162868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2162871.750000 Penalty: 4876.960938
	Iteration 22Q: 3 clusters Score -2162872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2162873.000000 Penalty: 4876.960938
	Iteration 23Q: 3 clusters Score -2162873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2162877.250000 Penalty: 4876.960938
	Iteration 24Q: 3 clusters Score -2162877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2162877.250000 Penalty: 4876.960938
	Iteration 25F: 3 clusters Score -2162877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -249879.406250 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -249879.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -246676.046875 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -246676 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -247848.875000 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -247848.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -248288.546875 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -248288.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -248490.578125 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -248490.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -248634.421875 Penalty: 3971.984375
	Iteration 4Q: 3 clusters Score -248634.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -248743.656250 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -248743.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -248832.390625 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -248832.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -248912.359375 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -248912.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -248983.250000 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -248983.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -249042.406250 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -249042.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -249091.015625 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -249091 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -249137.875000 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -249137.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -249192.906250 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -249192.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -249217.468750 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -249217.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -249239.015625 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -249239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -249266.609375 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -249266.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -249293.531250 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -249293.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -249319.703125 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -249319.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -249354.203125 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -249354.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -249376.687500 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -249376.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -249391.296875 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -249391.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -249398.437500 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -249398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -249403.500000 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -249403.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -249411.078125 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -249411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -249416.437500 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -249416.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -249422.796875 Penalty: 3971.984375
	Iteration 25Q: 3 clusters Score -249422.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -249429.828125 Penalty: 3971.984375
	Iteration 26Q: 3 clusters Score -249429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -249436.171875 Penalty: 3971.984375
	Iteration 27Q: 3 clusters Score -249436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -249440.718750 Penalty: 3971.984375
	Iteration 28Q: 3 clusters Score -249440.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -249442.609375 Penalty: 3971.984375
	Iteration 29Q: 3 clusters Score -249442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -249445.375000 Penalty: 3971.984375
	Iteration 30Q: 3 clusters Score -249445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -249446.562500 Penalty: 3971.984375
	Iteration 31Q: 3 clusters Score -249446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -249449.906250 Penalty: 3971.984375
	Iteration 32Q: 3 clusters Score -249449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -249451.390625 Penalty: 3971.984375
	Iteration 33Q: 3 clusters Score -249451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -249451.906250 Penalty: 3971.984375
	Iteration 34Q: 3 clusters Score -249451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -249451.734375 Penalty: 3971.984375
	Iteration 35Q: 3 clusters Score -249451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -249451.734375 Penalty: 3971.984375
	Iteration 36F: 3 clusters Score -249451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -521423.375000 Penalty: 2105.169922
	Iteration 0F: 2 clusters Score -521423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -517024.156250 Penalty: 4210.339844
	Iteration 0F: 3 clusters Score -517024.2 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -518059.593750 Penalty: 4210.339844
	Iteration 1F: 3 clusters Score -518059.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -518290.062500 Penalty: 4210.339844
	Iteration 2F: 3 clusters Score -518290.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -518434.156250 Penalty: 4210.339844
	Iteration 3Q: 3 clusters Score -518434.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -518543.437500 Penalty: 4210.339844
	Iteration 4Q: 3 clusters Score -518543.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -518637.312500 Penalty: 4210.339844
	Iteration 5Q: 3 clusters Score -518637.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -518737.000000 Penalty: 4210.339844
	Iteration 6Q: 3 clusters Score -518737 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -518833.500000 Penalty: 4210.339844
	Iteration 7Q: 3 clusters Score -518833.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -518922.562500 Penalty: 4210.339844
	Iteration 8Q: 3 clusters Score -518922.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -519002.625000 Penalty: 4210.339844
	Iteration 9Q: 3 clusters Score -519002.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -519089.875000 Penalty: 4210.339844
	Iteration 10Q: 3 clusters Score -519089.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -519174.062500 Penalty: 4210.339844
	Iteration 11Q: 3 clusters Score -519174.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -519266.187500 Penalty: 4210.339844
	Iteration 12Q: 3 clusters Score -519266.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -519368.156250 Penalty: 4210.339844
	Iteration 13Q: 3 clusters Score -519368.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -519447.625000 Penalty: 4210.339844
	Iteration 14Q: 3 clusters Score -519447.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -519512.343750 Penalty: 4210.339844
	Iteration 15Q: 3 clusters Score -519512.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -519563.468750 Penalty: 4210.339844
	Iteration 16Q: 3 clusters Score -519563.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -519616.625000 Penalty: 4210.339844
	Iteration 17Q: 3 clusters Score -519616.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -519683.250000 Penalty: 4210.339844
	Iteration 18Q: 3 clusters Score -519683.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -519746.500000 Penalty: 4210.339844
	Iteration 19Q: 3 clusters Score -519746.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -519800.937500 Penalty: 4210.339844
	Iteration 20F: 3 clusters Score -519800.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -519849.375000 Penalty: 4210.339844
	Iteration 21Q: 3 clusters Score -519849.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -519891.312500 Penalty: 4210.339844
	Iteration 22Q: 3 clusters Score -519891.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -519926.406250 Penalty: 4210.339844
	Iteration 23Q: 3 clusters Score -519926.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -519947.968750 Penalty: 4210.339844
	Iteration 24Q: 3 clusters Score -519948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -519967.718750 Penalty: 4210.339844
	Iteration 25Q: 3 clusters Score -519967.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -519986.593750 Penalty: 4210.339844
	Iteration 26Q: 3 clusters Score -519986.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -520008.312500 Penalty: 4210.339844
	Iteration 27Q: 3 clusters Score -520008.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -520026.312500 Penalty: 4210.339844
	Iteration 28Q: 3 clusters Score -520026.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -520041.500000 Penalty: 4210.339844
	Iteration 29Q: 3 clusters Score -520041.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -520056.656250 Penalty: 4210.339844
	Iteration 30Q: 3 clusters Score -520056.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -520070.625000 Penalty: 4210.339844
	Iteration 31Q: 3 clusters Score -520070.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -520078.000000 Penalty: 4210.339844
	Iteration 32Q: 3 clusters Score -520078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -520085.343750 Penalty: 4210.339844
	Iteration 33Q: 3 clusters Score -520085.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -520090.687500 Penalty: 4210.339844
	Iteration 34Q: 3 clusters Score -520090.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -520095.875000 Penalty: 4210.339844
	Iteration 35Q: 3 clusters Score -520095.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -520101.593750 Penalty: 4210.339844
	Iteration 36Q: 3 clusters Score -520101.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -520111.281250 Penalty: 4210.339844
	Iteration 37Q: 3 clusters Score -520111.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -520119.500000 Penalty: 4210.339844
	Iteration 38Q: 3 clusters Score -520119.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -520132.093750 Penalty: 4210.339844
	Iteration 39Q: 3 clusters Score -520132.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -520146.687500 Penalty: 4210.339844
	Iteration 40F: 3 clusters Score -520146.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -520163.031250 Penalty: 4210.339844
	Iteration 41Q: 3 clusters Score -520163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -520173.156250 Penalty: 4210.339844
	Iteration 42Q: 3 clusters Score -520173.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -520185.968750 Penalty: 4210.339844
	Iteration 43Q: 3 clusters Score -520186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -520201.218750 Penalty: 4210.339844
	Iteration 44Q: 3 clusters Score -520201.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -520215.437500 Penalty: 4210.339844
	Iteration 45Q: 3 clusters Score -520215.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -520233.062500 Penalty: 4210.339844
	Iteration 46Q: 3 clusters Score -520233.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -520249.781250 Penalty: 4210.339844
	Iteration 47Q: 3 clusters Score -520249.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -520263.343750 Penalty: 4210.339844
	Iteration 48Q: 3 clusters Score -520263.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -520275.531250 Penalty: 4210.339844
	Iteration 49Q: 3 clusters Score -520275.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -520286.718750 Penalty: 4210.339844
	Iteration 50Q: 3 clusters Score -520286.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -520290.750000 Penalty: 4210.339844
	Iteration 51Q: 3 clusters Score -520290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -520294.093750 Penalty: 4210.339844
	Iteration 52Q: 3 clusters Score -520294.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -520296.281250 Penalty: 4210.339844
	Iteration 53Q: 3 clusters Score -520296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -520298.250000 Penalty: 4210.339844
	Iteration 54Q: 3 clusters Score -520298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -520298.687500 Penalty: 4210.339844
	Iteration 55Q: 3 clusters Score -520298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -520299.687500 Penalty: 4210.339844
	Iteration 56Q: 3 clusters Score -520299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -520300.062500 Penalty: 4210.339844
	Iteration 57Q: 3 clusters Score -520300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -520301.906250 Penalty: 4210.339844
	Iteration 58Q: 3 clusters Score -520301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -520303.125000 Penalty: 4210.339844
	Iteration 59Q: 3 clusters Score -520303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -520303.687500 Penalty: 4210.339844
	Iteration 60F: 3 clusters Score -520303.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (26134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Entering Unmasked Estep 
Score: -2987083.250000 Penalty: 2522.406250
	Iteration 0F: 2 clusters Score -2987083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2969029.500000 Penalty: 5044.812500
	Iteration 0F: 3 clusters Score -2969030 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2975457.250000 Penalty: 5044.812500
	Iteration 1F: 3 clusters Score -2975457 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2975909.750000 Penalty: 5044.812500
	Iteration 2Q: 3 clusters Score -2975910 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2976252.500000 Penalty: 5044.812500
	Iteration 3Q: 3 clusters Score -2976252 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2976553.000000 Penalty: 5044.812500
	Iteration 4Q: 3 clusters Score -2976553 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2976804.000000 Penalty: 5044.812500
	Iteration 5Q: 3 clusters Score -2976804 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2977059.000000 Penalty: 5044.812500
	Iteration 6Q: 3 clusters Score -2977059 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2977349.000000 Penalty: 5044.812500
	Iteration 7Q: 3 clusters Score -2977349 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2977714.000000 Penalty: 5044.812500
	Iteration 8Q: 3 clusters Score -2977714 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2978264.750000 Penalty: 5044.812500
	Iteration 9Q: 3 clusters Score -2978265 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2979012.250000 Penalty: 5044.812500
	Iteration 10Q: 3 clusters Score -2979012 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2979973.000000 Penalty: 5044.812500
	Iteration 11F: 3 clusters Score -2979973 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2981103.250000 Penalty: 5044.812500
	Iteration 12F: 3 clusters Score -2981103 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2982213.500000 Penalty: 5044.812500
	Iteration 13F: 3 clusters Score -2982214 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2983184.250000 Penalty: 5044.812500
	Iteration 14Q: 3 clusters Score -2983184 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2983891.000000 Penalty: 5044.812500
	Iteration 15Q: 3 clusters Score -2983891 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2984349.000000 Penalty: 5044.812500
	Iteration 16Q: 3 clusters Score -2984349 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2984589.250000 Penalty: 5044.812500
	Iteration 17Q: 3 clusters Score -2984589 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2984730.000000 Penalty: 5044.812500
	Iteration 18Q: 3 clusters Score -2984730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2984811.750000 Penalty: 5044.812500
	Iteration 19Q: 3 clusters Score -2984812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2984839.500000 Penalty: 5044.812500
	Iteration 20F: 3 clusters Score -2984840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2984859.500000 Penalty: 5044.812500
	Iteration 21Q: 3 clusters Score -2984860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2984865.750000 Penalty: 5044.812500
	Iteration 22Q: 3 clusters Score -2984866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2984877.500000 Penalty: 5044.812500
	Iteration 23Q: 3 clusters Score -2984878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2984883.250000 Penalty: 5044.812500
	Iteration 24Q: 3 clusters Score -2984883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2984892.000000 Penalty: 5044.812500
	Iteration 25Q: 3 clusters Score -2984892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2984892.250000 Penalty: 5044.812500
	Iteration 26Q: 3 clusters Score -2984892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2984892.250000 Penalty: 5044.812500
	Iteration 27F: 3 clusters Score -2984892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -169519.218750 Penalty: 1857.096802
	Iteration 0F: 2 clusters Score -169519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -167060.125000 Penalty: 3714.193604
	Iteration 0F: 3 clusters Score -167060.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -167612.968750 Penalty: 3714.193604
	Iteration 1F: 3 clusters Score -167613 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -167780.265625 Penalty: 3714.193604
	Iteration 2F: 3 clusters Score -167780.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -167941.781250 Penalty: 3714.193604
	Iteration 3F: 3 clusters Score -167941.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168125.046875 Penalty: 3714.193604
	Iteration 4F: 3 clusters Score -168125 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168284.062500 Penalty: 3714.193604
	Iteration 5Q: 3 clusters Score -168284.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168421.453125 Penalty: 3714.193604
	Iteration 6Q: 3 clusters Score -168421.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -168544.796875 Penalty: 3714.193604
	Iteration 7Q: 3 clusters Score -168544.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168640.078125 Penalty: 3714.193604
	Iteration 8Q: 3 clusters Score -168640.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -168704.750000 Penalty: 3714.193604
	Iteration 9Q: 3 clusters Score -168704.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -168763.640625 Penalty: 3714.193604
	Iteration 10Q: 3 clusters Score -168763.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -168824.281250 Penalty: 3714.193604
	Iteration 11Q: 3 clusters Score -168824.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168901.046875 Penalty: 3714.193604
	Iteration 12Q: 3 clusters Score -168901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -168943.250000 Penalty: 3714.193604
	Iteration 13Q: 3 clusters Score -168943.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168971.765625 Penalty: 3714.193604
	Iteration 14Q: 3 clusters Score -168971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168982.000000 Penalty: 3714.193604
	Iteration 15Q: 3 clusters Score -168982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -168986.015625 Penalty: 3714.193604
	Iteration 16Q: 3 clusters Score -168986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -168988.250000 Penalty: 3714.193604
	Iteration 17Q: 3 clusters Score -168988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168995.156250 Penalty: 3714.193604
	Iteration 18Q: 3 clusters Score -168995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -169001.203125 Penalty: 3714.193604
	Iteration 19Q: 3 clusters Score -169001.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -169008.062500 Penalty: 3714.193604
	Iteration 20F: 3 clusters Score -169008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -169027.921875 Penalty: 3714.193604
	Iteration 21Q: 3 clusters Score -169027.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -169039.718750 Penalty: 3714.193604
	Iteration 22Q: 3 clusters Score -169039.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -169047.937500 Penalty: 3714.193604
	Iteration 23Q: 3 clusters Score -169047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -169054.546875 Penalty: 3714.193604
	Iteration 24Q: 3 clusters Score -169054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -169057.906250 Penalty: 3714.193604
	Iteration 25Q: 3 clusters Score -169057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -169060.812500 Penalty: 3714.193604
	Iteration 26Q: 3 clusters Score -169060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -169064.906250 Penalty: 3714.193604
	Iteration 27Q: 3 clusters Score -169064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -169072.515625 Penalty: 3714.193604
	Iteration 28Q: 3 clusters Score -169072.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -169087.750000 Penalty: 3714.193604
	Iteration 29Q: 3 clusters Score -169087.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -169103.984375 Penalty: 3714.193604
	Iteration 30Q: 3 clusters Score -169104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -169114.453125 Penalty: 3714.193604
	Iteration 31Q: 3 clusters Score -169114.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -169123.234375 Penalty: 3714.193604
	Iteration 32Q: 3 clusters Score -169123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -169132.203125 Penalty: 3714.193604
	Iteration 33Q: 3 clusters Score -169132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -169141.078125 Penalty: 3714.193604
	Iteration 34Q: 3 clusters Score -169141.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -169146.750000 Penalty: 3714.193604
	Iteration 35Q: 3 clusters Score -169146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -169152.765625 Penalty: 3714.193604
	Iteration 36Q: 3 clusters Score -169152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -169159.796875 Penalty: 3714.193604
	Iteration 37Q: 3 clusters Score -169159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -169180.140625 Penalty: 3714.193604
	Iteration 38Q: 3 clusters Score -169180.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -169227.906250 Penalty: 3714.193604
	Iteration 39Q: 3 clusters Score -169227.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169284.906250 Penalty: 3714.193604
	Iteration 40F: 3 clusters Score -169284.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -169338.421875 Penalty: 3714.193604
	Iteration 41Q: 3 clusters Score -169338.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -169377.078125 Penalty: 3714.193604
	Iteration 42Q: 3 clusters Score -169377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -169405.968750 Penalty: 3714.193604
	Iteration 43Q: 3 clusters Score -169406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -169434.031250 Penalty: 3714.193604
	Iteration 44Q: 3 clusters Score -169434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -169443.234375 Penalty: 3714.193604
	Iteration 45Q: 3 clusters Score -169443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -169448.890625 Penalty: 3714.193604
	Iteration 46Q: 3 clusters Score -169448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -169469.687500 Penalty: 3714.193604
	Iteration 47Q: 3 clusters Score -169469.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -169500.171875 Penalty: 3714.193604
	Iteration 48Q: 3 clusters Score -169500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -169550.343750 Penalty: 3714.193604
	Iteration 49Q: 3 clusters Score -169550.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -169635.765625 Penalty: 3714.193604
	Iteration 50Q: 3 clusters Score -169635.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -169687.734375 Penalty: 3714.193604
	Iteration 51Q: 3 clusters Score -169687.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -169731.328125 Penalty: 3714.193604
	Iteration 52Q: 3 clusters Score -169731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -169751.328125 Penalty: 3714.193604
	Iteration 53Q: 3 clusters Score -169751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -169770.796875 Penalty: 3714.193604
	Iteration 54Q: 3 clusters Score -169770.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -169784.843750 Penalty: 3714.193604
	Iteration 55Q: 3 clusters Score -169784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -169788.468750 Penalty: 3714.193604
	Iteration 56Q: 3 clusters Score -169788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -169791.984375 Penalty: 3714.193604
	Iteration 57Q: 3 clusters Score -169792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -169792.796875 Penalty: 3714.193604
	Iteration 58Q: 3 clusters Score -169792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -169792.796875 Penalty: 3714.193604
	Iteration 59F: 3 clusters Score -169792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 52028 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 128957 members 
Mstep: Class 8 contains 213199 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 140628 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12733 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 29670 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 15363 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 4584 members 
Mstep: Class 37 contains 5992 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 11767 members 
Mstep: Class 40 contains 4462 members 
Mstep: Class 41 contains 7440 members 
Mstep: Class 42 contains 13052 members 
Mstep: Class 43 contains 5538 members 
Mstep: Class 44 contains 17274 members 
Mstep: Class 45 contains 1063 members 
Mstep: Class 46 contains 6801 members 
Mstep: Class 47 contains 4466 members 
Mstep: Class 48 contains 7200 members 
Mstep: Class 49 contains 24610 members 
Mstep: Class 50 contains 7542 members 
Mstep: Class 51 contains 13919 members 
Mstep: Class 52 contains 24411 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 18631 members 
Mstep: Class 55 contains 3005 members 
Mstep: Class 56 contains 4859 members 
Mstep: Class 57 contains 26134 members 
Mstep: Class 58 contains 959 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 7876 members 
Mstep: Class 61 contains 41848 members 
Mstep: Class 62 contains 546 members 
Mstep: Class 63 contains 9716 members 
Mstep: Class 64 contains 13385 members 
Mstep: Class 65 contains 8909 members 
Mstep: Class 66 contains 828 members 
Entering Unmasked Estep 
Score: -139290448.000000 Penalty: 230321.296875
Splitting cluster 58 changes total score from -139291728.000000 to -139290448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -534082.937500 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -534082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -529612.937500 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -529612.9 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -530674.375000 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -530674.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -530872.437500 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -530872.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -530991.750000 Penalty: 4205.621582
	Iteration 3Q: 3 clusters Score -530991.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -531106.062500 Penalty: 4205.621582
	Iteration 4Q: 3 clusters Score -531106.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -531236.812500 Penalty: 4205.621582
	Iteration 5Q: 3 clusters Score -531236.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -531353.125000 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -531353.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -531475.937500 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -531475.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -531583.125000 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -531583.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -531689.500000 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -531689.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -531803.875000 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -531803.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -531918.625000 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -531918.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -532025.312500 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -532025.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -532119.000000 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -532119 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -532191.562500 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -532191.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -532233.312500 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -532233.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -532269.437500 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -532269.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -532295.312500 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -532295.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -532322.125000 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -532322.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -532340.937500 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -532340.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -532360.500000 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -532360.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -532379.187500 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -532379.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -532391.562500 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -532391.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -532405.625000 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -532405.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -532411.562500 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -532411.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -532420.000000 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -532420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -532427.750000 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -532427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -532432.500000 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -532432.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -532438.437500 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -532438.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -532445.500000 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -532445.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -532447.812500 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -532447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -532449.687500 Penalty: 4205.621582
	Iteration 31Q: 3 clusters Score -532449.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -532451.250000 Penalty: 4205.621582
	Iteration 32Q: 3 clusters Score -532451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -532452.375000 Penalty: 4205.621582
	Iteration 33Q: 3 clusters Score -532452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -532452.750000 Penalty: 4205.621582
	Iteration 34Q: 3 clusters Score -532452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -532452.750000 Penalty: 4205.621582
	Iteration 35Q: 3 clusters Score -532452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -532452.750000 Penalty: 4205.621582
	Iteration 36F: 3 clusters Score -532452.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -745072.750000 Penalty: 2224.950684
	Iteration 0F: 2 clusters Score -745072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -738701.250000 Penalty: 4449.901367
	Iteration 0F: 3 clusters Score -738701.2 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -740533.500000 Penalty: 4449.901367
	Iteration 1F: 3 clusters Score -740533.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -740901.187500 Penalty: 4449.901367
	Iteration 2F: 3 clusters Score -740901.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -741197.500000 Penalty: 4449.901367
	Iteration 3F: 3 clusters Score -741197.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -741464.125000 Penalty: 4449.901367
	Iteration 4Q: 3 clusters Score -741464.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -741733.500000 Penalty: 4449.901367
	Iteration 5Q: 3 clusters Score -741733.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -742011.000000 Penalty: 4449.901367
	Iteration 6Q: 3 clusters Score -742011 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -742277.937500 Penalty: 4449.901367
	Iteration 7Q: 3 clusters Score -742277.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -742523.187500 Penalty: 4449.901367
	Iteration 8Q: 3 clusters Score -742523.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -742725.625000 Penalty: 4449.901367
	Iteration 9Q: 3 clusters Score -742725.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -742845.312500 Penalty: 4449.901367
	Iteration 10Q: 3 clusters Score -742845.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -742932.500000 Penalty: 4449.901367
	Iteration 11Q: 3 clusters Score -742932.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -742987.937500 Penalty: 4449.901367
	Iteration 12Q: 3 clusters Score -742987.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -743017.312500 Penalty: 4449.901367
	Iteration 13Q: 3 clusters Score -743017.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -743040.250000 Penalty: 4449.901367
	Iteration 14Q: 3 clusters Score -743040.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -743063.937500 Penalty: 4449.901367
	Iteration 15Q: 3 clusters Score -743063.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -743082.875000 Penalty: 4449.901367
	Iteration 16Q: 3 clusters Score -743082.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -743094.125000 Penalty: 4449.901367
	Iteration 17Q: 3 clusters Score -743094.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -743105.375000 Penalty: 4449.901367
	Iteration 18Q: 3 clusters Score -743105.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -743113.250000 Penalty: 4449.901367
	Iteration 19Q: 3 clusters Score -743113.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -743121.875000 Penalty: 4449.901367
	Iteration 20F: 3 clusters Score -743121.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -743126.375000 Penalty: 4449.901367
	Iteration 21Q: 3 clusters Score -743126.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -743133.812500 Penalty: 4449.901367
	Iteration 22Q: 3 clusters Score -743133.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -743143.250000 Penalty: 4449.901367
	Iteration 23Q: 3 clusters Score -743143.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -743151.750000 Penalty: 4449.901367
	Iteration 24Q: 3 clusters Score -743151.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -743164.187500 Penalty: 4449.901367
	Iteration 25Q: 3 clusters Score -743164.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -743174.187500 Penalty: 4449.901367
	Iteration 26Q: 3 clusters Score -743174.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -743186.375000 Penalty: 4449.901367
	Iteration 27Q: 3 clusters Score -743186.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -743196.562500 Penalty: 4449.901367
	Iteration 28Q: 3 clusters Score -743196.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -743212.562500 Penalty: 4449.901367
	Iteration 29Q: 3 clusters Score -743212.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -743229.437500 Penalty: 4449.901367
	Iteration 30Q: 3 clusters Score -743229.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -743242.937500 Penalty: 4449.901367
	Iteration 31Q: 3 clusters Score -743242.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -743257.062500 Penalty: 4449.901367
	Iteration 32Q: 3 clusters Score -743257.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -743270.562500 Penalty: 4449.901367
	Iteration 33Q: 3 clusters Score -743270.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -743292.187500 Penalty: 4449.901367
	Iteration 34Q: 3 clusters Score -743292.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -743316.562500 Penalty: 4449.901367
	Iteration 35Q: 3 clusters Score -743316.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -743347.437500 Penalty: 4449.901367
	Iteration 36Q: 3 clusters Score -743347.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -743399.187500 Penalty: 4449.901367
	Iteration 37Q: 3 clusters Score -743399.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -743465.062500 Penalty: 4449.901367
	Iteration 38Q: 3 clusters Score -743465.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -743557.625000 Penalty: 4449.901367
	Iteration 39Q: 3 clusters Score -743557.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -743652.875000 Penalty: 4449.901367
	Iteration 40F: 3 clusters Score -743652.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -743740.687500 Penalty: 4449.901367
	Iteration 41Q: 3 clusters Score -743740.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -743801.937500 Penalty: 4449.901367
	Iteration 42Q: 3 clusters Score -743801.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -743861.000000 Penalty: 4449.901367
	Iteration 43Q: 3 clusters Score -743861 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -743918.250000 Penalty: 4449.901367
	Iteration 44Q: 3 clusters Score -743918.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -743980.000000 Penalty: 4449.901367
	Iteration 45Q: 3 clusters Score -743980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -744029.562500 Penalty: 4449.901367
	Iteration 46Q: 3 clusters Score -744029.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -744063.500000 Penalty: 4449.901367
	Iteration 47Q: 3 clusters Score -744063.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -744092.000000 Penalty: 4449.901367
	Iteration 48Q: 3 clusters Score -744092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -744123.625000 Penalty: 4449.901367
	Iteration 49Q: 3 clusters Score -744123.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -744147.312500 Penalty: 4449.901367
	Iteration 50Q: 3 clusters Score -744147.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -744165.125000 Penalty: 4449.901367
	Iteration 51Q: 3 clusters Score -744165.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -744178.687500 Penalty: 4449.901367
	Iteration 52Q: 3 clusters Score -744178.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -744189.062500 Penalty: 4449.901367
	Iteration 53Q: 3 clusters Score -744189.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -744194.375000 Penalty: 4449.901367
	Iteration 54Q: 3 clusters Score -744194.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -744200.937500 Penalty: 4449.901367
	Iteration 55Q: 3 clusters Score -744200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -744204.375000 Penalty: 4449.901367
	Iteration 56Q: 3 clusters Score -744204.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -744207.437500 Penalty: 4449.901367
	Iteration 57Q: 3 clusters Score -744207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -744209.875000 Penalty: 4449.901367
	Iteration 58Q: 3 clusters Score -744209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -744210.937500 Penalty: 4449.901367
	Iteration 59Q: 3 clusters Score -744210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -744212.250000 Penalty: 4449.901367
	Iteration 60F: 3 clusters Score -744212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -744213.500000 Penalty: 4449.901367
	Iteration 61Q: 3 clusters Score -744213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -744214.375000 Penalty: 4449.901367
	Iteration 62Q: 3 clusters Score -744214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -744214.187500 Penalty: 4449.901367
	Iteration 63Q: 3 clusters Score -744214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -744215.187500 Penalty: 4449.901367
	Iteration 64Q: 3 clusters Score -744215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -744216.125000 Penalty: 4449.901367
	Iteration 65Q: 3 clusters Score -744216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -744219.562500 Penalty: 4449.901367
	Iteration 66Q: 3 clusters Score -744219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -744219.875000 Penalty: 4449.901367
	Iteration 67Q: 3 clusters Score -744219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -744219.875000 Penalty: 4449.901367
	Iteration 68Q: 3 clusters Score -744219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -744219.937500 Penalty: 4449.901367
	Iteration 69Q: 3 clusters Score -744219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -744220.625000 Penalty: 4449.901367
	Iteration 70Q: 3 clusters Score -744220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -744220.625000 Penalty: 4449.901367
	Iteration 71F: 3 clusters Score -744220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (41848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Entering Unmasked Estep 
Score: -4387307.000000 Penalty: 2639.166260
	Iteration 0F: 2 clusters Score -4387307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4358945.500000 Penalty: 5278.332520
	Iteration 0F: 3 clusters Score -4358946 nChanged 19119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4369851.500000 Penalty: 5278.332520
	Iteration 1F: 3 clusters Score -4369852 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4370663.000000 Penalty: 5278.332520
	Iteration 2F: 3 clusters Score -4370663 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4371575.500000 Penalty: 5278.332520
	Iteration 3Q: 3 clusters Score -4371576 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4372640.500000 Penalty: 5278.332520
	Iteration 4F: 3 clusters Score -4372640 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4373795.000000 Penalty: 5278.332520
	Iteration 5F: 3 clusters Score -4373795 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4374931.500000 Penalty: 5278.332520
	Iteration 6F: 3 clusters Score -4374932 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -4376089.500000 Penalty: 5278.332520
	Iteration 7F: 3 clusters Score -4376090 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4377137.500000 Penalty: 5278.332520
	Iteration 8Q: 3 clusters Score -4377138 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -4378099.000000 Penalty: 5278.332520
	Iteration 9Q: 3 clusters Score -4378099 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -4378921.000000 Penalty: 5278.332520
	Iteration 10Q: 3 clusters Score -4378921 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4379632.500000 Penalty: 5278.332520
	Iteration 11Q: 3 clusters Score -4379632 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4380213.500000 Penalty: 5278.332520
	Iteration 12Q: 3 clusters Score -4380214 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4380565.500000 Penalty: 5278.332520
	Iteration 13Q: 3 clusters Score -4380566 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4380868.000000 Penalty: 5278.332520
	Iteration 14Q: 3 clusters Score -4380868 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -4381112.000000 Penalty: 5278.332520
	Iteration 15Q: 3 clusters Score -4381112 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4381356.000000 Penalty: 5278.332520
	Iteration 16Q: 3 clusters Score -4381356 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -4381556.500000 Penalty: 5278.332520
	Iteration 17Q: 3 clusters Score -4381556 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4381735.500000 Penalty: 5278.332520
	Iteration 18Q: 3 clusters Score -4381736 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -4381915.500000 Penalty: 5278.332520
	Iteration 19Q: 3 clusters Score -4381916 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -4382097.500000 Penalty: 5278.332520
	Iteration 20F: 3 clusters Score -4382098 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -4382248.000000 Penalty: 5278.332520
	Iteration 21Q: 3 clusters Score -4382248 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -4382428.500000 Penalty: 5278.332520
	Iteration 22Q: 3 clusters Score -4382428 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -4382607.500000 Penalty: 5278.332520
	Iteration 23Q: 3 clusters Score -4382608 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4382797.000000 Penalty: 5278.332520
	Iteration 24Q: 3 clusters Score -4382797 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4383024.500000 Penalty: 5278.332520
	Iteration 25Q: 3 clusters Score -4383024 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4383237.000000 Penalty: 5278.332520
	Iteration 26Q: 3 clusters Score -4383237 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4383477.500000 Penalty: 5278.332520
	Iteration 27Q: 3 clusters Score -4383478 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4383720.000000 Penalty: 5278.332520
	Iteration 28Q: 3 clusters Score -4383720 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4383925.000000 Penalty: 5278.332520
	Iteration 29Q: 3 clusters Score -4383925 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4384149.500000 Penalty: 5278.332520
	Iteration 30Q: 3 clusters Score -4384150 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -4384397.500000 Penalty: 5278.332520
	Iteration 31Q: 3 clusters Score -4384398 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4384632.000000 Penalty: 5278.332520
	Iteration 32Q: 3 clusters Score -4384632 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4384884.000000 Penalty: 5278.332520
	Iteration 33Q: 3 clusters Score -4384884 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4385063.000000 Penalty: 5278.332520
	Iteration 34Q: 3 clusters Score -4385063 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4385236.000000 Penalty: 5278.332520
	Iteration 35Q: 3 clusters Score -4385236 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4385407.000000 Penalty: 5278.332520
	Iteration 36Q: 3 clusters Score -4385407 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4385586.000000 Penalty: 5278.332520
	Iteration 37Q: 3 clusters Score -4385586 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4385695.000000 Penalty: 5278.332520
	Iteration 38Q: 3 clusters Score -4385695 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -4385811.000000 Penalty: 5278.332520
	Iteration 39Q: 3 clusters Score -4385811 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4385895.500000 Penalty: 5278.332520
	Iteration 40F: 3 clusters Score -4385896 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4385977.500000 Penalty: 5278.332520
	Iteration 41Q: 3 clusters Score -4385978 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -4386027.000000 Penalty: 5278.332520
	Iteration 42Q: 3 clusters Score -4386027 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -4386070.000000 Penalty: 5278.332520
	Iteration 43Q: 3 clusters Score -4386070 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -4386128.000000 Penalty: 5278.332520
	Iteration 44Q: 3 clusters Score -4386128 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -4386181.500000 Penalty: 5278.332520
	Iteration 45Q: 3 clusters Score -4386182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4386225.000000 Penalty: 5278.332520
	Iteration 46Q: 3 clusters Score -4386225 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -4386272.000000 Penalty: 5278.332520
	Iteration 47Q: 3 clusters Score -4386272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -4386297.500000 Penalty: 5278.332520
	Iteration 48Q: 3 clusters Score -4386298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -4386343.000000 Penalty: 5278.332520
	Iteration 49Q: 3 clusters Score -4386343 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -4386380.500000 Penalty: 5278.332520
	Iteration 50Q: 3 clusters Score -4386380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4386420.500000 Penalty: 5278.332520
	Iteration 51Q: 3 clusters Score -4386420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4386451.500000 Penalty: 5278.332520
	Iteration 52Q: 3 clusters Score -4386452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -4386477.500000 Penalty: 5278.332520
	Iteration 53Q: 3 clusters Score -4386478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -4386507.000000 Penalty: 5278.332520
	Iteration 54Q: 3 clusters Score -4386507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -4386516.500000 Penalty: 5278.332520
	Iteration 55Q: 3 clusters Score -4386516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -4386518.000000 Penalty: 5278.332520
	Iteration 56Q: 3 clusters Score -4386518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4386531.500000 Penalty: 5278.332520
	Iteration 57Q: 3 clusters Score -4386532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -4386541.500000 Penalty: 5278.332520
	Iteration 58Q: 3 clusters Score -4386542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -4386553.000000 Penalty: 5278.332520
	Iteration 59Q: 3 clusters Score -4386553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -4386554.000000 Penalty: 5278.332520
	Iteration 60F: 3 clusters Score -4386554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -4386556.500000 Penalty: 5278.332520
	Iteration 61Q: 3 clusters Score -4386556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4386556.500000 Penalty: 5278.332520
	Iteration 62Q: 3 clusters Score -4386556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -4386559.000000 Penalty: 5278.332520
	Iteration 63Q: 3 clusters Score -4386559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -4386562.000000 Penalty: 5278.332520
	Iteration 64Q: 3 clusters Score -4386562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -4386558.000000 Penalty: 5278.332520
	Iteration 65Q: 3 clusters Score -4386558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -4386557.000000 Penalty: 5278.332520
	Iteration 66Q: 3 clusters Score -4386557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -4386555.500000 Penalty: 5278.332520
	Iteration 67Q: 3 clusters Score -4386556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -4386555.500000 Penalty: 5278.332520
	Iteration 68F: 3 clusters Score -4386556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -52953.058594 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -52953.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51397.710938 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -51397.71 nChanged 115
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: -51657.925781 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -51657.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51755.812500 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -51755.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51795.093750 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -51795.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51812.140625 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -51812.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51828.714844 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -51828.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51849.789062 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -51849.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51862.296875 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -51862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51867.183594 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -51867.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51869.273438 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -51869.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51871.691406 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -51871.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51871.691406 Penalty: 3126.099121
	Iteration 11F: 3 clusters Score -51871.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (9716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Entering Unmasked Estep 
Score: -1076859.750000 Penalty: 2277.019287
	Iteration 0F: 2 clusters Score -1076860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1069413.250000 Penalty: 4554.038574
	Iteration 0F: 3 clusters Score -1069413 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1071680.125000 Penalty: 4554.038574
	Iteration 1F: 3 clusters Score -1071680 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1072094.250000 Penalty: 4554.038574
	Iteration 2F: 3 clusters Score -1072094 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1072443.375000 Penalty: 4554.038574
	Iteration 3F: 3 clusters Score -1072443 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1072809.750000 Penalty: 4554.038574
	Iteration 4F: 3 clusters Score -1072810 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1073115.000000 Penalty: 4554.038574
	Iteration 5F: 3 clusters Score -1073115 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1073379.250000 Penalty: 4554.038574
	Iteration 6Q: 3 clusters Score -1073379 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1073635.375000 Penalty: 4554.038574
	Iteration 7Q: 3 clusters Score -1073635 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1073885.375000 Penalty: 4554.038574
	Iteration 8Q: 3 clusters Score -1073885 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1074165.375000 Penalty: 4554.038574
	Iteration 9Q: 3 clusters Score -1074165 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1074447.500000 Penalty: 4554.038574
	Iteration 10Q: 3 clusters Score -1074448 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1074670.500000 Penalty: 4554.038574
	Iteration 11Q: 3 clusters Score -1074670 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1074825.000000 Penalty: 4554.038574
	Iteration 12Q: 3 clusters Score -1074825 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1074924.250000 Penalty: 4554.038574
	Iteration 13Q: 3 clusters Score -1074924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1074976.375000 Penalty: 4554.038574
	Iteration 14Q: 3 clusters Score -1074976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1075008.125000 Penalty: 4554.038574
	Iteration 15Q: 3 clusters Score -1075008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1075029.500000 Penalty: 4554.038574
	Iteration 16Q: 3 clusters Score -1075030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1075053.750000 Penalty: 4554.038574
	Iteration 17Q: 3 clusters Score -1075054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1075064.250000 Penalty: 4554.038574
	Iteration 18Q: 3 clusters Score -1075064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1075076.000000 Penalty: 4554.038574
	Iteration 19Q: 3 clusters Score -1075076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1075082.500000 Penalty: 4554.038574
	Iteration 20F: 3 clusters Score -1075082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1075083.875000 Penalty: 4554.038574
	Iteration 21Q: 3 clusters Score -1075084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1075089.625000 Penalty: 4554.038574
	Iteration 22Q: 3 clusters Score -1075090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1075089.750000 Penalty: 4554.038574
	Iteration 23Q: 3 clusters Score -1075090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1075091.875000 Penalty: 4554.038574
	Iteration 24Q: 3 clusters Score -1075092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1075097.500000 Penalty: 4554.038574
	Iteration 25Q: 3 clusters Score -1075098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1075095.875000 Penalty: 4554.038574
	Iteration 26Q: 3 clusters Score -1075096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1075096.750000 Penalty: 4554.038574
	Iteration 27Q: 3 clusters Score -1075097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1075100.625000 Penalty: 4554.038574
	Iteration 28Q: 3 clusters Score -1075101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1075097.625000 Penalty: 4554.038574
	Iteration 29Q: 3 clusters Score -1075098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1075101.625000 Penalty: 4554.038574
	Iteration 30Q: 3 clusters Score -1075102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1075104.125000 Penalty: 4554.038574
	Iteration 31Q: 3 clusters Score -1075104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1075105.875000 Penalty: 4554.038574
	Iteration 32Q: 3 clusters Score -1075106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1075105.750000 Penalty: 4554.038574
	Iteration 33Q: 3 clusters Score -1075106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1075109.000000 Penalty: 4554.038574
	Iteration 34Q: 3 clusters Score -1075109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1075109.625000 Penalty: 4554.038574
	Iteration 35Q: 3 clusters Score -1075110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1075110.500000 Penalty: 4554.038574
	Iteration 36Q: 3 clusters Score -1075110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1075111.875000 Penalty: 4554.038574
	Iteration 37Q: 3 clusters Score -1075112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1075114.875000 Penalty: 4554.038574
	Iteration 38Q: 3 clusters Score -1075115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1075113.500000 Penalty: 4554.038574
	Iteration 39Q: 3 clusters Score -1075114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1075113.625000 Penalty: 4554.038574
	Iteration 40F: 3 clusters Score -1075114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1075113.750000 Penalty: 4554.038574
	Iteration 41Q: 3 clusters Score -1075114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1075113.625000 Penalty: 4554.038574
	Iteration 42Q: 3 clusters Score -1075114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1075114.500000 Penalty: 4554.038574
	Iteration 43Q: 3 clusters Score -1075114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1075114.375000 Penalty: 4554.038574
	Iteration 44Q: 3 clusters Score -1075114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1075115.500000 Penalty: 4554.038574
	Iteration 45Q: 3 clusters Score -1075116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1075116.250000 Penalty: 4554.038574
	Iteration 46Q: 3 clusters Score -1075116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1075115.750000 Penalty: 4554.038574
	Iteration 47Q: 3 clusters Score -1075116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1075115.625000 Penalty: 4554.038574
	Iteration 48Q: 3 clusters Score -1075116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1075117.500000 Penalty: 4554.038574
	Iteration 49Q: 3 clusters Score -1075118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1075118.250000 Penalty: 4554.038574
	Iteration 50Q: 3 clusters Score -1075118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1075118.875000 Penalty: 4554.038574
	Iteration 51Q: 3 clusters Score -1075119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1075120.375000 Penalty: 4554.038574
	Iteration 52Q: 3 clusters Score -1075120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1075119.125000 Penalty: 4554.038574
	Iteration 53Q: 3 clusters Score -1075119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1075119.125000 Penalty: 4554.038574
	Iteration 54Q: 3 clusters Score -1075119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1075119.625000 Penalty: 4554.038574
	Iteration 55Q: 3 clusters Score -1075120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1075121.000000 Penalty: 4554.038574
	Iteration 56Q: 3 clusters Score -1075121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1075123.750000 Penalty: 4554.038574
	Iteration 57Q: 3 clusters Score -1075124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1075121.625000 Penalty: 4554.038574
	Iteration 58Q: 3 clusters Score -1075122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1075126.125000 Penalty: 4554.038574
	Iteration 59Q: 3 clusters Score -1075126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1075129.250000 Penalty: 4554.038574
	Iteration 60F: 3 clusters Score -1075129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1075132.250000 Penalty: 4554.038574
	Iteration 61Q: 3 clusters Score -1075132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1075135.875000 Penalty: 4554.038574
	Iteration 62Q: 3 clusters Score -1075136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1075140.625000 Penalty: 4554.038574
	Iteration 63Q: 3 clusters Score -1075141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1075139.375000 Penalty: 4554.038574
	Iteration 64Q: 3 clusters Score -1075139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1075141.125000 Penalty: 4554.038574
	Iteration 65Q: 3 clusters Score -1075141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1075142.000000 Penalty: 4554.038574
	Iteration 66Q: 3 clusters Score -1075142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1075143.125000 Penalty: 4554.038574
	Iteration 67Q: 3 clusters Score -1075143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1075145.750000 Penalty: 4554.038574
	Iteration 68Q: 3 clusters Score -1075146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1075146.500000 Penalty: 4554.038574
	Iteration 69Q: 3 clusters Score -1075146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1075146.625000 Penalty: 4554.038574
	Iteration 70Q: 3 clusters Score -1075147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1075147.000000 Penalty: 4554.038574
	Iteration 71Q: 3 clusters Score -1075147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1075145.625000 Penalty: 4554.038574
	Iteration 72Q: 3 clusters Score -1075146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1075149.250000 Penalty: 4554.038574
	Iteration 73Q: 3 clusters Score -1075149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1075150.750000 Penalty: 4554.038574
	Iteration 74Q: 3 clusters Score -1075151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1075153.250000 Penalty: 4554.038574
	Iteration 75Q: 3 clusters Score -1075153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1075151.625000 Penalty: 4554.038574
	Iteration 76Q: 3 clusters Score -1075152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1075153.875000 Penalty: 4554.038574
	Iteration 77Q: 3 clusters Score -1075154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1075156.375000 Penalty: 4554.038574
	Iteration 78Q: 3 clusters Score -1075156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1075156.375000 Penalty: 4554.038574
	Iteration 79Q: 3 clusters Score -1075156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1075156.375000 Penalty: 4554.038574
	Iteration 80F: 3 clusters Score -1075156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1075157.625000 Penalty: 4554.038574
	Iteration 81Q: 3 clusters Score -1075158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1075159.250000 Penalty: 4554.038574
	Iteration 82Q: 3 clusters Score -1075159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1075159.000000 Penalty: 4554.038574
	Iteration 83Q: 3 clusters Score -1075159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1075161.750000 Penalty: 4554.038574
	Iteration 84Q: 3 clusters Score -1075162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1075162.375000 Penalty: 4554.038574
	Iteration 85Q: 3 clusters Score -1075162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1075162.750000 Penalty: 4554.038574
	Iteration 86Q: 3 clusters Score -1075163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1075163.500000 Penalty: 4554.038574
	Iteration 87Q: 3 clusters Score -1075164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1075163.500000 Penalty: 4554.038574
	Iteration 88Q: 3 clusters Score -1075164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1075163.500000 Penalty: 4554.038574
	Iteration 89F: 3 clusters Score -1075164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (13385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Entering Unmasked Estep 
Score: -1538767.625000 Penalty: 2356.468750
	Iteration 0F: 2 clusters Score -1538768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1528988.625000 Penalty: 4712.937500
	Iteration 0F: 3 clusters Score -1528989 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1531936.125000 Penalty: 4712.937500
	Iteration 1F: 3 clusters Score -1531936 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1532235.250000 Penalty: 4712.937500
	Iteration 2F: 3 clusters Score -1532235 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1532466.625000 Penalty: 4712.937500
	Iteration 3Q: 3 clusters Score -1532467 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1532669.625000 Penalty: 4712.937500
	Iteration 4Q: 3 clusters Score -1532670 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1532849.375000 Penalty: 4712.937500
	Iteration 5Q: 3 clusters Score -1532849 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1533010.500000 Penalty: 4712.937500
	Iteration 6Q: 3 clusters Score -1533010 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1533147.250000 Penalty: 4712.937500
	Iteration 7Q: 3 clusters Score -1533147 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1533285.250000 Penalty: 4712.937500
	Iteration 8Q: 3 clusters Score -1533285 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1533415.500000 Penalty: 4712.937500
	Iteration 9Q: 3 clusters Score -1533416 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1533527.875000 Penalty: 4712.937500
	Iteration 10Q: 3 clusters Score -1533528 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1533652.875000 Penalty: 4712.937500
	Iteration 11Q: 3 clusters Score -1533653 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1533789.875000 Penalty: 4712.937500
	Iteration 12Q: 3 clusters Score -1533790 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1533934.875000 Penalty: 4712.937500
	Iteration 13Q: 3 clusters Score -1533935 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1534095.375000 Penalty: 4712.937500
	Iteration 14Q: 3 clusters Score -1534095 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1534260.375000 Penalty: 4712.937500
	Iteration 15Q: 3 clusters Score -1534260 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1534426.750000 Penalty: 4712.937500
	Iteration 16Q: 3 clusters Score -1534427 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1534622.625000 Penalty: 4712.937500
	Iteration 17Q: 3 clusters Score -1534623 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1534823.375000 Penalty: 4712.937500
	Iteration 18Q: 3 clusters Score -1534823 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1535017.875000 Penalty: 4712.937500
	Iteration 19Q: 3 clusters Score -1535018 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1535206.750000 Penalty: 4712.937500
	Iteration 20F: 3 clusters Score -1535207 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1535425.000000 Penalty: 4712.937500
	Iteration 21Q: 3 clusters Score -1535425 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1535627.375000 Penalty: 4712.937500
	Iteration 22Q: 3 clusters Score -1535627 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1535811.625000 Penalty: 4712.937500
	Iteration 23Q: 3 clusters Score -1535812 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1535986.375000 Penalty: 4712.937500
	Iteration 24Q: 3 clusters Score -1535986 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1536136.625000 Penalty: 4712.937500
	Iteration 25Q: 3 clusters Score -1536137 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1536259.875000 Penalty: 4712.937500
	Iteration 26Q: 3 clusters Score -1536260 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1536361.000000 Penalty: 4712.937500
	Iteration 27Q: 3 clusters Score -1536361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1536443.375000 Penalty: 4712.937500
	Iteration 28Q: 3 clusters Score -1536443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1536488.625000 Penalty: 4712.937500
	Iteration 29Q: 3 clusters Score -1536489 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1536530.000000 Penalty: 4712.937500
	Iteration 30Q: 3 clusters Score -1536530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1536561.375000 Penalty: 4712.937500
	Iteration 31Q: 3 clusters Score -1536561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1536578.125000 Penalty: 4712.937500
	Iteration 32Q: 3 clusters Score -1536578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1536591.125000 Penalty: 4712.937500
	Iteration 33Q: 3 clusters Score -1536591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1536601.000000 Penalty: 4712.937500
	Iteration 34Q: 3 clusters Score -1536601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1536619.625000 Penalty: 4712.937500
	Iteration 35Q: 3 clusters Score -1536620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1536634.375000 Penalty: 4712.937500
	Iteration 36Q: 3 clusters Score -1536634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1536644.875000 Penalty: 4712.937500
	Iteration 37Q: 3 clusters Score -1536645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1536656.750000 Penalty: 4712.937500
	Iteration 38Q: 3 clusters Score -1536657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1536658.500000 Penalty: 4712.937500
	Iteration 39Q: 3 clusters Score -1536658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1536661.375000 Penalty: 4712.937500
	Iteration 40F: 3 clusters Score -1536661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1536663.250000 Penalty: 4712.937500
	Iteration 41Q: 3 clusters Score -1536663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1536666.250000 Penalty: 4712.937500
	Iteration 42Q: 3 clusters Score -1536666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1536670.125000 Penalty: 4712.937500
	Iteration 43Q: 3 clusters Score -1536670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1536676.125000 Penalty: 4712.937500
	Iteration 44Q: 3 clusters Score -1536676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1536678.250000 Penalty: 4712.937500
	Iteration 45Q: 3 clusters Score -1536678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1536678.250000 Penalty: 4712.937500
	Iteration 46F: 3 clusters Score -1536678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (8909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Entering Unmasked Estep 
Score: -960576.000000 Penalty: 2255.514648
	Iteration 0F: 2 clusters Score -960576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -953646.000000 Penalty: 4511.029297
	Iteration 0F: 3 clusters Score -953646 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -955581.937500 Penalty: 4511.029297
	Iteration 1F: 3 clusters Score -955581.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -955953.937500 Penalty: 4511.029297
	Iteration 2F: 3 clusters Score -955953.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -956281.312500 Penalty: 4511.029297
	Iteration 3F: 3 clusters Score -956281.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -956620.625000 Penalty: 4511.029297
	Iteration 4F: 3 clusters Score -956620.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -956986.000000 Penalty: 4511.029297
	Iteration 5F: 3 clusters Score -956986 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -957306.937500 Penalty: 4511.029297
	Iteration 6F: 3 clusters Score -957306.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -957557.000000 Penalty: 4511.029297
	Iteration 7Q: 3 clusters Score -957557 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -957751.562500 Penalty: 4511.029297
	Iteration 8Q: 3 clusters Score -957751.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -957899.625000 Penalty: 4511.029297
	Iteration 9Q: 3 clusters Score -957899.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -957994.875000 Penalty: 4511.029297
	Iteration 10Q: 3 clusters Score -957994.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -958070.625000 Penalty: 4511.029297
	Iteration 11Q: 3 clusters Score -958070.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -958129.875000 Penalty: 4511.029297
	Iteration 12Q: 3 clusters Score -958129.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -958197.500000 Penalty: 4511.029297
	Iteration 13Q: 3 clusters Score -958197.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -958268.750000 Penalty: 4511.029297
	Iteration 14Q: 3 clusters Score -958268.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -958316.687500 Penalty: 4511.029297
	Iteration 15Q: 3 clusters Score -958316.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -958373.875000 Penalty: 4511.029297
	Iteration 16Q: 3 clusters Score -958373.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -958430.437500 Penalty: 4511.029297
	Iteration 17Q: 3 clusters Score -958430.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -958480.125000 Penalty: 4511.029297
	Iteration 18Q: 3 clusters Score -958480.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -958519.937500 Penalty: 4511.029297
	Iteration 19Q: 3 clusters Score -958519.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -958544.812500 Penalty: 4511.029297
	Iteration 20F: 3 clusters Score -958544.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -958567.875000 Penalty: 4511.029297
	Iteration 21Q: 3 clusters Score -958567.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -958590.125000 Penalty: 4511.029297
	Iteration 22Q: 3 clusters Score -958590.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -958602.000000 Penalty: 4511.029297
	Iteration 23Q: 3 clusters Score -958602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -958611.500000 Penalty: 4511.029297
	Iteration 24Q: 3 clusters Score -958611.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -958619.250000 Penalty: 4511.029297
	Iteration 25Q: 3 clusters Score -958619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -958628.187500 Penalty: 4511.029297
	Iteration 26Q: 3 clusters Score -958628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -958634.125000 Penalty: 4511.029297
	Iteration 27Q: 3 clusters Score -958634.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -958639.437500 Penalty: 4511.029297
	Iteration 28Q: 3 clusters Score -958639.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -958645.562500 Penalty: 4511.029297
	Iteration 29Q: 3 clusters Score -958645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -958649.750000 Penalty: 4511.029297
	Iteration 30Q: 3 clusters Score -958649.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -958653.875000 Penalty: 4511.029297
	Iteration 31Q: 3 clusters Score -958653.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -958658.000000 Penalty: 4511.029297
	Iteration 32Q: 3 clusters Score -958658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -958661.750000 Penalty: 4511.029297
	Iteration 33Q: 3 clusters Score -958661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -958666.562500 Penalty: 4511.029297
	Iteration 34Q: 3 clusters Score -958666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -958668.687500 Penalty: 4511.029297
	Iteration 35Q: 3 clusters Score -958668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -958669.812500 Penalty: 4511.029297
	Iteration 36Q: 3 clusters Score -958669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -958672.062500 Penalty: 4511.029297
	Iteration 37Q: 3 clusters Score -958672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -958669.750000 Penalty: 4511.029297
	Iteration 38Q: 3 clusters Score -958669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -958674.062500 Penalty: 4511.029297
	Iteration 39Q: 3 clusters Score -958674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -958675.375000 Penalty: 4511.029297
	Iteration 40F: 3 clusters Score -958675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -958675.812500 Penalty: 4511.029297
	Iteration 41Q: 3 clusters Score -958675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -958677.250000 Penalty: 4511.029297
	Iteration 42Q: 3 clusters Score -958677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -958676.375000 Penalty: 4511.029297
	Iteration 43Q: 3 clusters Score -958676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -958679.937500 Penalty: 4511.029297
	Iteration 44Q: 3 clusters Score -958679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -958678.750000 Penalty: 4511.029297
	Iteration 45Q: 3 clusters Score -958678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -958679.812500 Penalty: 4511.029297
	Iteration 46Q: 3 clusters Score -958679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -958679.062500 Penalty: 4511.029297
	Iteration 47Q: 3 clusters Score -958679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -958679.062500 Penalty: 4511.029297
	Iteration 48F: 3 clusters Score -958679.1 nChanged 0
--- Evaluating fit on full set of 3874977 points ---
Entering Unmasked Estep 
Score: -414651712.000000 Penalty: 244541.218750
21->66 Clusters: Score -414651712.000000, best is -414710592.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1291659 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 61254 members 
Mstep: Class 3 contains 60961 members 
Mstep: Class 4 contains 61614 members 
Mstep: Class 5 contains 61389 members 
Mstep: Class 6 contains 61386 members 
Mstep: Class 7 contains 61856 members 
Mstep: Class 8 contains 61775 members 
Mstep: Class 9 contains 61530 members 
Mstep: Class 10 contains 61592 members 
Mstep: Class 11 contains 61784 members 
Mstep: Class 12 contains 61428 members 
Mstep: Class 13 contains 61074 members 
Mstep: Class 14 contains 61357 members 
Mstep: Class 15 contains 61632 members 
Mstep: Class 16 contains 61280 members 
Mstep: Class 17 contains 61624 members 
Mstep: Class 18 contains 61505 members 
Mstep: Class 19 contains 61521 members 
Mstep: Class 20 contains 61612 members 
Mstep: Class 21 contains 61807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 612.105103 but Gain 3489.718750
Score: -128284968.000000 Penalty: 69794.328125
Iteration 0F: 21 clusters Score -1.28285e+08 nChanged 1224509
Entering Unmasked Mstep 
Mstep: Class 0 contains 3440 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 20906 members 
Mstep: Class 3 contains 64105 members 
Mstep: Class 4 contains 37462 members 
Mstep: Class 5 contains 49751 members 
Mstep: Class 6 contains 190141 members 
Mstep: Class 7 contains 65789 members 
Mstep: Class 8 contains 98633 members 
Mstep: Class 9 contains 66300 members 
Mstep: Class 11 contains 98300 members 
Mstep: Class 12 contains 28801 members 
Mstep: Class 13 contains 35208 members 
Mstep: Class 14 contains 43445 members 
Mstep: Class 15 contains 125360 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 25512 members 
Mstep: Class 18 contains 92459 members 
Mstep: Class 19 contains 135332 members 
Mstep: Class 20 contains 34762 members 
Mstep: Class 21 contains 40640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133181944.000000 Penalty: 69794.328125
Iteration 1F: 21 clusters Score -1.331819e+08 nChanged 570141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2390 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 23384 members 
Mstep: Class 3 contains 43182 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 48500 members 
Mstep: Class 6 contains 305248 members 
Mstep: Class 7 contains 39188 members 
Mstep: Class 8 contains 71515 members 
Mstep: Class 9 contains 58927 members 
Mstep: Class 11 contains 87974 members 
Mstep: Class 12 contains 18742 members 
Mstep: Class 13 contains 21727 members 
Mstep: Class 14 contains 35664 members 
Mstep: Class 15 contains 142285 members 
Mstep: Class 16 contains 34859 members 
Mstep: Class 17 contains 18807 members 
Mstep: Class 18 contains 80295 members 
Mstep: Class 19 contains 162279 members 
Mstep: Class 20 contains 22809 members 
Mstep: Class 21 contains 37502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135075760.000000 Penalty: 69794.328125
Iteration 2F: 21 clusters Score -1.350758e+08 nChanged 415754
Entering Unmasked Mstep 
Mstep: Class 0 contains 879 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 24192 members 
Mstep: Class 3 contains 28629 members 
Mstep: Class 4 contains 21587 members 
Mstep: Class 5 contains 46439 members 
Mstep: Class 6 contains 360263 members 
Mstep: Class 7 contains 18846 members 
Mstep: Class 8 contains 49788 members 
Mstep: Class 9 contains 87792 members 
Mstep: Class 11 contains 74814 members 
Mstep: Class 12 contains 13535 members 
Mstep: Class 13 contains 12022 members 
Mstep: Class 14 contains 38406 members 
Mstep: Class 15 contains 117445 members 
Mstep: Class 16 contains 51389 members 
Mstep: Class 17 contains 17887 members 
Mstep: Class 18 contains 75847 members 
Mstep: Class 19 contains 198669 members 
Mstep: Class 20 contains 15339 members 
Mstep: Class 21 contains 34073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136569520.000000 Penalty: 69794.328125
Iteration 3F: 21 clusters Score -1.365695e+08 nChanged 283642
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 23321 members 
Mstep: Class 3 contains 29577 members 
Mstep: Class 4 contains 15089 members 
Mstep: Class 5 contains 45297 members 
Mstep: Class 6 contains 319090 members 
Mstep: Class 7 contains 11265 members 
Mstep: Class 8 contains 41325 members 
Mstep: Class 9 contains 112109 members 
Mstep: Class 11 contains 67223 members 
Mstep: Class 12 contains 11076 members 
Mstep: Class 13 contains 8603 members 
Mstep: Class 14 contains 35971 members 
Mstep: Class 15 contains 128665 members 
Mstep: Class 16 contains 72347 members 
Mstep: Class 17 contains 18794 members 
Mstep: Class 18 contains 91574 members 
Mstep: Class 19 contains 213666 members 
Mstep: Class 20 contains 11729 members 
Mstep: Class 21 contains 30871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137313040.000000 Penalty: 69794.328125
Iteration 4F: 21 clusters Score -1.37313e+08 nChanged 206240
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 21774 members 
Mstep: Class 3 contains 33469 members 
Mstep: Class 4 contains 13730 members 
Mstep: Class 5 contains 46139 members 
Mstep: Class 6 contains 257353 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 35278 members 
Mstep: Class 9 contains 119794 members 
Mstep: Class 11 contains 62021 members 
Mstep: Class 12 contains 14997 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 34750 members 
Mstep: Class 15 contains 170066 members 
Mstep: Class 16 contains 89221 members 
Mstep: Class 17 contains 19314 members 
Mstep: Class 18 contains 103916 members 
Mstep: Class 19 contains 204394 members 
Mstep: Class 20 contains 11290 members 
Mstep: Class 21 contains 33753 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 5F: 21 clusters Score -1.378857e+08 nChanged 180124
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 19065 members 
Mstep: Class 3 contains 34223 members 
Mstep: Class 4 contains 12033 members 
Mstep: Class 5 contains 49235 members 
Mstep: Class 6 contains 175290 members 
Mstep: Class 7 contains 10352 members 
Mstep: Class 8 contains 28948 members 
Mstep: Class 9 contains 122008 members 
Mstep: Class 11 contains 55662 members 
Mstep: Class 12 contains 19519 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 37465 members 
Mstep: Class 15 contains 245977 members 
Mstep: Class 16 contains 100834 members 
Mstep: Class 17 contains 19907 members 
Mstep: Class 18 contains 110036 members 
Mstep: Class 19 contains 193191 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 37735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138198064.000000 Penalty: 69794.328125
Iteration 6F: 21 clusters Score -1.381981e+08 nChanged 110071
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 15890 members 
Mstep: Class 3 contains 31367 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 51238 members 
Mstep: Class 6 contains 144520 members 
Mstep: Class 7 contains 10727 members 
Mstep: Class 8 contains 25013 members 
Mstep: Class 9 contains 122681 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 25374 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 39579 members 
Mstep: Class 15 contains 279943 members 
Mstep: Class 16 contains 106766 members 
Mstep: Class 17 contains 21035 members 
Mstep: Class 18 contains 110173 members 
Mstep: Class 19 contains 186241 members 
Mstep: Class 20 contains 13467 members 
Mstep: Class 21 contains 39548 members 
Entering Unmasked Estep 
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Iteration 7F: 21 clusters Score -1.383626e+08 nChanged 63164
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 13082 members 
Mstep: Class 3 contains 25651 members 
Mstep: Class 4 contains 10269 members 
Mstep: Class 5 contains 49575 members 
Mstep: Class 6 contains 147663 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 8 contains 23072 members 
Mstep: Class 9 contains 122829 members 
Mstep: Class 11 contains 45263 members 
Mstep: Class 12 contains 31011 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 40973 members 
Mstep: Class 15 contains 287102 members 
Mstep: Class 16 contains 108276 members 
Mstep: Class 17 contains 23234 members 
Mstep: Class 18 contains 107881 members 
Mstep: Class 19 contains 181542 members 
Mstep: Class 20 contains 14356 members 
Mstep: Class 21 contains 40607 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 8Q: 21 clusters Score -1.384643e+08 nChanged 43755
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11470 members 
Mstep: Class 3 contains 22216 members 
Mstep: Class 4 contains 10690 members 
Mstep: Class 5 contains 46421 members 
Mstep: Class 6 contains 154611 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 22519 members 
Mstep: Class 9 contains 122770 members 
Mstep: Class 11 contains 41920 members 
Mstep: Class 12 contains 35063 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 41773 members 
Mstep: Class 15 contains 288747 members 
Mstep: Class 16 contains 107782 members 
Mstep: Class 17 contains 27122 members 
Mstep: Class 18 contains 105182 members 
Mstep: Class 19 contains 177554 members 
Mstep: Class 20 contains 14797 members 
Mstep: Class 21 contains 41175 members 
Entering Unmasked Estep 
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Iteration 9Q: 21 clusters Score -1.385062e+08 nChanged 32340
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10519 members 
Mstep: Class 3 contains 22855 members 
Mstep: Class 4 contains 11194 members 
Mstep: Class 5 contains 43671 members 
Mstep: Class 6 contains 158054 members 
Mstep: Class 7 contains 11489 members 
Mstep: Class 8 contains 22407 members 
Mstep: Class 9 contains 122742 members 
Mstep: Class 11 contains 39248 members 
Mstep: Class 12 contains 38209 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 42389 members 
Mstep: Class 15 contains 288776 members 
Mstep: Class 16 contains 106665 members 
Mstep: Class 17 contains 31466 members 
Mstep: Class 18 contains 102513 members 
Mstep: Class 19 contains 174320 members 
Mstep: Class 20 contains 15165 members 
Mstep: Class 21 contains 41106 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 10Q: 21 clusters Score -1.385479e+08 nChanged 27056
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 26907 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 41487 members 
Mstep: Class 6 contains 159448 members 
Mstep: Class 7 contains 11469 members 
Mstep: Class 8 contains 22349 members 
Mstep: Class 9 contains 122742 members 
Mstep: Class 11 contains 36982 members 
Mstep: Class 12 contains 40937 members 
Mstep: Class 13 contains 4843 members 
Mstep: Class 14 contains 42728 members 
Mstep: Class 15 contains 287798 members 
Mstep: Class 16 contains 105147 members 
Mstep: Class 17 contains 35391 members 
Mstep: Class 18 contains 100193 members 
Mstep: Class 19 contains 171477 members 
Mstep: Class 20 contains 15636 members 
Mstep: Class 21 contains 40108 members 
Entering Unmasked Estep 
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Iteration 11Q: 21 clusters Score -1.385687e+08 nChanged 23112
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9811 members 
Mstep: Class 3 contains 30990 members 
Mstep: Class 4 contains 12035 members 
Mstep: Class 5 contains 39854 members 
Mstep: Class 6 contains 160088 members 
Mstep: Class 7 contains 11295 members 
Mstep: Class 8 contains 22237 members 
Mstep: Class 9 contains 122703 members 
Mstep: Class 11 contains 35056 members 
Mstep: Class 12 contains 43197 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 42966 members 
Mstep: Class 15 contains 286324 members 
Mstep: Class 16 contains 103983 members 
Mstep: Class 17 contains 38872 members 
Mstep: Class 18 contains 98238 members 
Mstep: Class 19 contains 168912 members 
Mstep: Class 20 contains 16514 members 
Mstep: Class 21 contains 39119 members 
Entering Unmasked Estep 
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Iteration 12Q: 21 clusters Score -1.385849e+08 nChanged 20521
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 34772 members 
Mstep: Class 4 contains 12362 members 
Mstep: Class 5 contains 38779 members 
Mstep: Class 6 contains 160318 members 
Mstep: Class 7 contains 11076 members 
Mstep: Class 8 contains 22045 members 
Mstep: Class 9 contains 122652 members 
Mstep: Class 11 contains 33504 members 
Mstep: Class 12 contains 45210 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 14 contains 43149 members 
Mstep: Class 15 contains 284501 members 
Mstep: Class 16 contains 103403 members 
Mstep: Class 17 contains 41937 members 
Mstep: Class 18 contains 96500 members 
Mstep: Class 19 contains 166390 members 
Mstep: Class 20 contains 17328 members 
Mstep: Class 21 contains 38152 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -1.385988e+08 nChanged 18271
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9665 members 
Mstep: Class 3 contains 37730 members 
Mstep: Class 4 contains 12542 members 
Mstep: Class 5 contains 38041 members 
Mstep: Class 6 contains 160392 members 
Mstep: Class 7 contains 10872 members 
Mstep: Class 8 contains 21730 members 
Mstep: Class 9 contains 122666 members 
Mstep: Class 11 contains 32323 members 
Mstep: Class 12 contains 46922 members 
Mstep: Class 13 contains 6106 members 
Mstep: Class 14 contains 43317 members 
Mstep: Class 15 contains 282645 members 
Mstep: Class 16 contains 103469 members 
Mstep: Class 17 contains 44823 members 
Mstep: Class 18 contains 95032 members 
Mstep: Class 19 contains 163767 members 
Mstep: Class 20 contains 17908 members 
Mstep: Class 21 contains 37376 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -1.386106e+08 nChanged 17339
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9685 members 
Mstep: Class 3 contains 40162 members 
Mstep: Class 4 contains 12707 members 
Mstep: Class 5 contains 37456 members 
Mstep: Class 6 contains 160420 members 
Mstep: Class 7 contains 10600 members 
Mstep: Class 8 contains 21304 members 
Mstep: Class 9 contains 122702 members 
Mstep: Class 11 contains 31331 members 
Mstep: Class 12 contains 48586 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 43557 members 
Mstep: Class 15 contains 280892 members 
Mstep: Class 16 contains 103832 members 
Mstep: Class 17 contains 47567 members 
Mstep: Class 18 contains 93671 members 
Mstep: Class 19 contains 160859 members 
Mstep: Class 20 contains 18362 members 
Mstep: Class 21 contains 36768 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.38623e+08 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9735 members 
Mstep: Class 3 contains 42038 members 
Mstep: Class 4 contains 12860 members 
Mstep: Class 5 contains 36983 members 
Mstep: Class 6 contains 160452 members 
Mstep: Class 7 contains 10304 members 
Mstep: Class 8 contains 20885 members 
Mstep: Class 9 contains 122973 members 
Mstep: Class 11 contains 30452 members 
Mstep: Class 12 contains 50081 members 
Mstep: Class 13 contains 7888 members 
Mstep: Class 14 contains 43883 members 
Mstep: Class 15 contains 279052 members 
Mstep: Class 16 contains 104354 members 
Mstep: Class 17 contains 50171 members 
Mstep: Class 18 contains 92449 members 
Mstep: Class 19 contains 157714 members 
Mstep: Class 20 contains 18684 members 
Mstep: Class 21 contains 36367 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.386384e+08 nChanged 16256
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 43482 members 
Mstep: Class 4 contains 13000 members 
Mstep: Class 5 contains 36601 members 
Mstep: Class 6 contains 160525 members 
Mstep: Class 7 contains 9992 members 
Mstep: Class 8 contains 20525 members 
Mstep: Class 9 contains 123446 members 
Mstep: Class 11 contains 29848 members 
Mstep: Class 12 contains 51092 members 
Mstep: Class 13 contains 9594 members 
Mstep: Class 14 contains 44190 members 
Mstep: Class 15 contains 276912 members 
Mstep: Class 16 contains 104883 members 
Mstep: Class 17 contains 52712 members 
Mstep: Class 18 contains 91456 members 
Mstep: Class 19 contains 154283 members 
Mstep: Class 20 contains 18889 members 
Mstep: Class 21 contains 36097 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.386604e+08 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 9889 members 
Mstep: Class 3 contains 44528 members 
Mstep: Class 4 contains 13151 members 
Mstep: Class 5 contains 36305 members 
Mstep: Class 6 contains 160553 members 
Mstep: Class 7 contains 9691 members 
Mstep: Class 8 contains 20351 members 
Mstep: Class 9 contains 123801 members 
Mstep: Class 11 contains 29414 members 
Mstep: Class 12 contains 51750 members 
Mstep: Class 13 contains 12566 members 
Mstep: Class 14 contains 44521 members 
Mstep: Class 15 contains 273959 members 
Mstep: Class 16 contains 105390 members 
Mstep: Class 17 contains 54910 members 
Mstep: Class 18 contains 90560 members 
Mstep: Class 19 contains 151018 members 
Mstep: Class 20 contains 19036 members 
Mstep: Class 21 contains 35926 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.386957e+08 nChanged 15444
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9980 members 
Mstep: Class 3 contains 45331 members 
Mstep: Class 4 contains 13291 members 
Mstep: Class 5 contains 36017 members 
Mstep: Class 6 contains 160490 members 
Mstep: Class 7 contains 9378 members 
Mstep: Class 8 contains 20318 members 
Mstep: Class 9 contains 123401 members 
Mstep: Class 11 contains 29051 members 
Mstep: Class 12 contains 51855 members 
Mstep: Class 13 contains 16474 members 
Mstep: Class 14 contains 44794 members 
Mstep: Class 15 contains 270292 members 
Mstep: Class 16 contains 105832 members 
Mstep: Class 17 contains 56618 members 
Mstep: Class 18 contains 89809 members 
Mstep: Class 19 contains 149520 members 
Mstep: Class 20 contains 19058 members 
Mstep: Class 21 contains 35807 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.387103e+08 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 46132 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 160326 members 
Mstep: Class 7 contains 9063 members 
Mstep: Class 8 contains 20453 members 
Mstep: Class 9 contains 123152 members 
Mstep: Class 11 contains 28806 members 
Mstep: Class 12 contains 52013 members 
Mstep: Class 13 contains 18356 members 
Mstep: Class 14 contains 44963 members 
Mstep: Class 15 contains 267558 members 
Mstep: Class 16 contains 106242 members 
Mstep: Class 17 contains 58311 members 
Mstep: Class 18 contains 89165 members 
Mstep: Class 19 contains 148844 members 
Mstep: Class 20 contains 19071 members 
Mstep: Class 21 contains 35723 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.387266e+08 nChanged 16295
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 10205 members 
Mstep: Class 3 contains 49157 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 35249 members 
Mstep: Class 6 contains 160215 members 
Mstep: Class 7 contains 8730 members 
Mstep: Class 8 contains 20636 members 
Mstep: Class 9 contains 122686 members 
Mstep: Class 11 contains 26822 members 
Mstep: Class 12 contains 52907 members 
Mstep: Class 13 contains 21542 members 
Mstep: Class 14 contains 44930 members 
Mstep: Class 15 contains 261737 members 
Mstep: Class 16 contains 106302 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 88540 members 
Mstep: Class 19 contains 148398 members 
Mstep: Class 20 contains 19242 members 
Mstep: Class 21 contains 35595 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.387401e+08 nChanged 16180
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 10351 members 
Mstep: Class 3 contains 51936 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 34817 members 
Mstep: Class 6 contains 160088 members 
Mstep: Class 7 contains 8512 members 
Mstep: Class 8 contains 20995 members 
Mstep: Class 9 contains 122437 members 
Mstep: Class 11 contains 25198 members 
Mstep: Class 12 contains 53536 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 44992 members 
Mstep: Class 15 contains 255816 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 62416 members 
Mstep: Class 18 contains 87974 members 
Mstep: Class 19 contains 147951 members 
Mstep: Class 20 contains 19362 members 
Mstep: Class 21 contains 35545 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.387528e+08 nChanged 15952
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 54842 members 
Mstep: Class 4 contains 15089 members 
Mstep: Class 5 contains 34353 members 
Mstep: Class 6 contains 159988 members 
Mstep: Class 7 contains 8329 members 
Mstep: Class 8 contains 21314 members 
Mstep: Class 9 contains 122228 members 
Mstep: Class 11 contains 23925 members 
Mstep: Class 12 contains 53751 members 
Mstep: Class 13 contains 27164 members 
Mstep: Class 14 contains 45123 members 
Mstep: Class 15 contains 249259 members 
Mstep: Class 16 contains 106944 members 
Mstep: Class 17 contains 64438 members 
Mstep: Class 18 contains 87362 members 
Mstep: Class 19 contains 147552 members 
Mstep: Class 20 contains 19552 members 
Mstep: Class 21 contains 35552 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.387671e+08 nChanged 16439
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 57839 members 
Mstep: Class 4 contains 15500 members 
Mstep: Class 5 contains 33889 members 
Mstep: Class 6 contains 159894 members 
Mstep: Class 7 contains 8153 members 
Mstep: Class 8 contains 21594 members 
Mstep: Class 9 contains 122002 members 
Mstep: Class 11 contains 22862 members 
Mstep: Class 12 contains 53818 members 
Mstep: Class 13 contains 30659 members 
Mstep: Class 14 contains 45362 members 
Mstep: Class 15 contains 242135 members 
Mstep: Class 16 contains 107320 members 
Mstep: Class 17 contains 66146 members 
Mstep: Class 18 contains 86669 members 
Mstep: Class 19 contains 147261 members 
Mstep: Class 20 contains 19768 members 
Mstep: Class 21 contains 35602 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.38786e+08 nChanged 16743
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10761 members 
Mstep: Class 3 contains 60388 members 
Mstep: Class 4 contains 15927 members 
Mstep: Class 5 contains 33445 members 
Mstep: Class 6 contains 159818 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 21873 members 
Mstep: Class 9 contains 121756 members 
Mstep: Class 11 contains 21877 members 
Mstep: Class 12 contains 53718 members 
Mstep: Class 13 contains 34512 members 
Mstep: Class 14 contains 45665 members 
Mstep: Class 15 contains 235191 members 
Mstep: Class 16 contains 107784 members 
Mstep: Class 17 contains 67706 members 
Mstep: Class 18 contains 85843 members 
Mstep: Class 19 contains 147042 members 
Mstep: Class 20 contains 20034 members 
Mstep: Class 21 contains 35679 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.388042e+08 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 10866 members 
Mstep: Class 3 contains 61865 members 
Mstep: Class 4 contains 16287 members 
Mstep: Class 5 contains 33024 members 
Mstep: Class 6 contains 159691 members 
Mstep: Class 7 contains 7811 members 
Mstep: Class 8 contains 22116 members 
Mstep: Class 9 contains 121438 members 
Mstep: Class 11 contains 21129 members 
Mstep: Class 12 contains 53584 members 
Mstep: Class 13 contains 38048 members 
Mstep: Class 14 contains 45918 members 
Mstep: Class 15 contains 229742 members 
Mstep: Class 16 contains 108328 members 
Mstep: Class 17 contains 69120 members 
Mstep: Class 18 contains 84928 members 
Mstep: Class 19 contains 146894 members 
Mstep: Class 20 contains 20340 members 
Mstep: Class 21 contains 35772 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.388181e+08 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 10964 members 
Mstep: Class 3 contains 62201 members 
Mstep: Class 4 contains 16550 members 
Mstep: Class 5 contains 32610 members 
Mstep: Class 6 contains 159536 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 22317 members 
Mstep: Class 9 contains 121089 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 53402 members 
Mstep: Class 13 contains 40973 members 
Mstep: Class 14 contains 46297 members 
Mstep: Class 15 contains 226125 members 
Mstep: Class 16 contains 108894 members 
Mstep: Class 17 contains 70430 members 
Mstep: Class 18 contains 83863 members 
Mstep: Class 19 contains 146803 members 
Mstep: Class 20 contains 20730 members 
Mstep: Class 21 contains 35857 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.388257e+08 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 11080 members 
Mstep: Class 3 contains 61424 members 
Mstep: Class 4 contains 16771 members 
Mstep: Class 5 contains 32224 members 
Mstep: Class 6 contains 159372 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 22466 members 
Mstep: Class 9 contains 120715 members 
Mstep: Class 11 contains 20187 members 
Mstep: Class 12 contains 53105 members 
Mstep: Class 13 contains 43687 members 
Mstep: Class 14 contains 46768 members 
Mstep: Class 15 contains 224012 members 
Mstep: Class 16 contains 109409 members 
Mstep: Class 17 contains 71652 members 
Mstep: Class 18 contains 82631 members 
Mstep: Class 19 contains 146768 members 
Mstep: Class 20 contains 21189 members 
Mstep: Class 21 contains 35935 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.388314e+08 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 11181 members 
Mstep: Class 3 contains 59823 members 
Mstep: Class 4 contains 16953 members 
Mstep: Class 5 contains 31847 members 
Mstep: Class 6 contains 159136 members 
Mstep: Class 7 contains 7203 members 
Mstep: Class 8 contains 22613 members 
Mstep: Class 9 contains 120342 members 
Mstep: Class 11 contains 19931 members 
Mstep: Class 12 contains 52725 members 
Mstep: Class 13 contains 46351 members 
Mstep: Class 14 contains 47302 members 
Mstep: Class 15 contains 222875 members 
Mstep: Class 16 contains 109895 members 
Mstep: Class 17 contains 72860 members 
Mstep: Class 18 contains 81320 members 
Mstep: Class 19 contains 146746 members 
Mstep: Class 20 contains 21773 members 
Mstep: Class 21 contains 36000 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.388367e+08 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 11271 members 
Mstep: Class 3 contains 57610 members 
Mstep: Class 4 contains 17099 members 
Mstep: Class 5 contains 31494 members 
Mstep: Class 6 contains 158831 members 
Mstep: Class 7 contains 6926 members 
Mstep: Class 8 contains 22736 members 
Mstep: Class 9 contains 120055 members 
Mstep: Class 11 contains 19711 members 
Mstep: Class 12 contains 52313 members 
Mstep: Class 13 contains 49134 members 
Mstep: Class 14 contains 47954 members 
Mstep: Class 15 contains 222248 members 
Mstep: Class 16 contains 110266 members 
Mstep: Class 17 contains 73987 members 
Mstep: Class 18 contains 79992 members 
Mstep: Class 19 contains 146726 members 
Mstep: Class 20 contains 22471 members 
Mstep: Class 21 contains 36065 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.388408e+08 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 55182 members 
Mstep: Class 4 contains 17185 members 
Mstep: Class 5 contains 31165 members 
Mstep: Class 6 contains 158464 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 22854 members 
Mstep: Class 9 contains 119825 members 
Mstep: Class 11 contains 19491 members 
Mstep: Class 12 contains 51965 members 
Mstep: Class 13 contains 51954 members 
Mstep: Class 14 contains 48572 members 
Mstep: Class 15 contains 221914 members 
Mstep: Class 16 contains 110552 members 
Mstep: Class 17 contains 74968 members 
Mstep: Class 18 contains 78749 members 
Mstep: Class 19 contains 146709 members 
Mstep: Class 20 contains 23202 members 
Mstep: Class 21 contains 36101 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -1.388454e+08 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 11560 members 
Mstep: Class 3 contains 52741 members 
Mstep: Class 4 contains 17233 members 
Mstep: Class 5 contains 30837 members 
Mstep: Class 6 contains 158068 members 
Mstep: Class 7 contains 6390 members 
Mstep: Class 8 contains 22938 members 
Mstep: Class 9 contains 119628 members 
Mstep: Class 11 contains 19354 members 
Mstep: Class 12 contains 51668 members 
Mstep: Class 13 contains 54657 members 
Mstep: Class 14 contains 49075 members 
Mstep: Class 15 contains 221755 members 
Mstep: Class 16 contains 110811 members 
Mstep: Class 17 contains 75816 members 
Mstep: Class 18 contains 77651 members 
Mstep: Class 19 contains 146680 members 
Mstep: Class 20 contains 23931 members 
Mstep: Class 21 contains 36103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138848224.000000 Penalty: 69794.328125
Iteration 32Q: 21 clusters Score -1.388482e+08 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 50538 members 
Mstep: Class 4 contains 17267 members 
Mstep: Class 5 contains 30522 members 
Mstep: Class 6 contains 157679 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 23012 members 
Mstep: Class 9 contains 119511 members 
Mstep: Class 11 contains 19230 members 
Mstep: Class 12 contains 51390 members 
Mstep: Class 13 contains 57076 members 
Mstep: Class 14 contains 49477 members 
Mstep: Class 15 contains 221676 members 
Mstep: Class 16 contains 110971 members 
Mstep: Class 17 contains 76601 members 
Mstep: Class 18 contains 76686 members 
Mstep: Class 19 contains 146649 members 
Mstep: Class 20 contains 24635 members 
Mstep: Class 21 contains 36077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138851952.000000 Penalty: 69794.328125
Iteration 33Q: 21 clusters Score -1.38852e+08 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11805 members 
Mstep: Class 3 contains 48660 members 
Mstep: Class 4 contains 17267 members 
Mstep: Class 5 contains 30164 members 
Mstep: Class 6 contains 157213 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 23085 members 
Mstep: Class 9 contains 119425 members 
Mstep: Class 11 contains 19147 members 
Mstep: Class 12 contains 51146 members 
Mstep: Class 13 contains 59115 members 
Mstep: Class 14 contains 49877 members 
Mstep: Class 15 contains 221611 members 
Mstep: Class 16 contains 111130 members 
Mstep: Class 17 contains 77255 members 
Mstep: Class 18 contains 75859 members 
Mstep: Class 19 contains 146612 members 
Mstep: Class 20 contains 25460 members 
Mstep: Class 21 contains 36067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138854976.000000 Penalty: 69794.328125
Iteration 34Q: 21 clusters Score -1.38855e+08 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 11841 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 17269 members 
Mstep: Class 5 contains 29784 members 
Mstep: Class 6 contains 156716 members 
Mstep: Class 7 contains 5874 members 
Mstep: Class 8 contains 23166 members 
Mstep: Class 9 contains 119302 members 
Mstep: Class 11 contains 19056 members 
Mstep: Class 12 contains 50952 members 
Mstep: Class 13 contains 60608 members 
Mstep: Class 14 contains 50187 members 
Mstep: Class 15 contains 221600 members 
Mstep: Class 16 contains 111273 members 
Mstep: Class 17 contains 77770 members 
Mstep: Class 18 contains 75171 members 
Mstep: Class 19 contains 146573 members 
Mstep: Class 20 contains 26351 members 
Mstep: Class 21 contains 36087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138856032.000000 Penalty: 69794.328125
Iteration 35Q: 21 clusters Score -1.38856e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 46409 members 
Mstep: Class 4 contains 17282 members 
Mstep: Class 5 contains 29433 members 
Mstep: Class 6 contains 156163 members 
Mstep: Class 7 contains 5756 members 
Mstep: Class 8 contains 23226 members 
Mstep: Class 9 contains 119198 members 
Mstep: Class 11 contains 18942 members 
Mstep: Class 12 contains 50796 members 
Mstep: Class 13 contains 61647 members 
Mstep: Class 14 contains 50533 members 
Mstep: Class 15 contains 221589 members 
Mstep: Class 16 contains 111433 members 
Mstep: Class 17 contains 78170 members 
Mstep: Class 18 contains 74541 members 
Mstep: Class 19 contains 146538 members 
Mstep: Class 20 contains 27321 members 
Mstep: Class 21 contains 36131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138857280.000000 Penalty: 69794.328125
Iteration 36Q: 21 clusters Score -1.388573e+08 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 45776 members 
Mstep: Class 4 contains 17322 members 
Mstep: Class 5 contains 29063 members 
Mstep: Class 6 contains 155584 members 
Mstep: Class 7 contains 5649 members 
Mstep: Class 8 contains 23287 members 
Mstep: Class 9 contains 119084 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 50665 members 
Mstep: Class 13 contains 62379 members 
Mstep: Class 14 contains 50804 members 
Mstep: Class 15 contains 221618 members 
Mstep: Class 16 contains 111571 members 
Mstep: Class 17 contains 78555 members 
Mstep: Class 18 contains 74013 members 
Mstep: Class 19 contains 146492 members 
Mstep: Class 20 contains 28322 members 
Mstep: Class 21 contains 36167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138858352.000000 Penalty: 69794.328125
Iteration 37Q: 21 clusters Score -1.388584e+08 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 45339 members 
Mstep: Class 4 contains 17351 members 
Mstep: Class 5 contains 28718 members 
Mstep: Class 6 contains 155037 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 8 contains 23333 members 
Mstep: Class 9 contains 119008 members 
Mstep: Class 11 contains 18684 members 
Mstep: Class 12 contains 50570 members 
Mstep: Class 13 contains 62877 members 
Mstep: Class 14 contains 51052 members 
Mstep: Class 15 contains 221645 members 
Mstep: Class 16 contains 111680 members 
Mstep: Class 17 contains 78870 members 
Mstep: Class 18 contains 73561 members 
Mstep: Class 19 contains 146444 members 
Mstep: Class 20 contains 29249 members 
Mstep: Class 21 contains 36214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138858928.000000 Penalty: 69794.328125
Iteration 38Q: 21 clusters Score -1.388589e+08 nChanged 3832
Entering ConstructFrom: 
Score: -138858928.000000 Penalty: 69794.328125
Entering ConstructFrom: 
Trying to split cluster 1 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -427394.625000 Penalty: 2097.814209
	Iteration 0F: 2 clusters Score -427394.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -423456.593750 Penalty: 4195.628418
	Iteration 0F: 3 clusters Score -423456.6 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -427873.281250 Penalty: 4195.628418
	Iteration 1F: 3 clusters Score -427873.3 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -431983.593750 Penalty: 4195.628418
	Iteration 2F: 3 clusters Score -431983.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -435242.281250 Penalty: 4195.628418
	Iteration 3F: 3 clusters Score -435242.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -437448.500000 Penalty: 4195.628418
	Iteration 4F: 3 clusters Score -437448.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -437853.781250 Penalty: 4195.628418
	Iteration 5Q: 3 clusters Score -437853.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -438168.625000 Penalty: 4195.628418
	Iteration 6Q: 3 clusters Score -438168.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -438429.156250 Penalty: 4195.628418
	Iteration 7Q: 3 clusters Score -438429.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -438610.968750 Penalty: 4195.628418
	Iteration 8Q: 3 clusters Score -438611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -438681.375000 Penalty: 4195.628418
	Iteration 9Q: 3 clusters Score -438681.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -438716.375000 Penalty: 4195.628418
	Iteration 10Q: 3 clusters Score -438716.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -438755.593750 Penalty: 4195.628418
	Iteration 11Q: 3 clusters Score -438755.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -438775.187500 Penalty: 4195.628418
	Iteration 12Q: 3 clusters Score -438775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -438793.218750 Penalty: 4195.628418
	Iteration 13Q: 3 clusters Score -438793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -438801.375000 Penalty: 4195.628418
	Iteration 14Q: 3 clusters Score -438801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -438804.656250 Penalty: 4195.628418
	Iteration 15Q: 3 clusters Score -438804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -438808.875000 Penalty: 4195.628418
	Iteration 16Q: 3 clusters Score -438808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -438809.781250 Penalty: 4195.628418
	Iteration 17Q: 3 clusters Score -438809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -438809.562500 Penalty: 4195.628418
	Iteration 18Q: 3 clusters Score -438809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -438812.562500 Penalty: 4195.628418
	Iteration 19F: 3 clusters Score -438812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -438815.531250 Penalty: 4195.628418
	Iteration 20F: 3 clusters Score -438815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -438815.906250 Penalty: 4195.628418
	Iteration 21Q: 3 clusters Score -438815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -438817.937500 Penalty: 4195.628418
	Iteration 22Q: 3 clusters Score -438817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -438826.875000 Penalty: 4195.628418
	Iteration 23Q: 3 clusters Score -438826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -438840.093750 Penalty: 4195.628418
	Iteration 24Q: 3 clusters Score -438840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -438850.406250 Penalty: 4195.628418
	Iteration 25Q: 3 clusters Score -438850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -438860.437500 Penalty: 4195.628418
	Iteration 26Q: 3 clusters Score -438860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -438871.343750 Penalty: 4195.628418
	Iteration 27Q: 3 clusters Score -438871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -438871.781250 Penalty: 4195.628418
	Iteration 28Q: 3 clusters Score -438871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -438875.250000 Penalty: 4195.628418
	Iteration 29Q: 3 clusters Score -438875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -438875.250000 Penalty: 4195.628418
	Iteration 30F: 3 clusters Score -438875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 45015 members 
Mstep: Class 4 contains 17399 members 
Mstep: Class 5 contains 28462 members 
Mstep: Class 6 contains 154497 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 118932 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Entering Unmasked Estep 
Score: -138869872.000000 Penalty: 73284.046875
Splitting cluster 1 changes total score from -138858928.000000 to -138869872.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (11674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Entering Unmasked Estep 
Score: -1129455.250000 Penalty: 2322.549561
	Iteration 0F: 2 clusters Score -1129455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1120681.000000 Penalty: 4645.099121
	Iteration 0F: 3 clusters Score -1120681 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1123837.125000 Penalty: 4645.099121
	Iteration 1F: 3 clusters Score -1123837 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1125227.375000 Penalty: 4645.099121
	Iteration 2F: 3 clusters Score -1125227 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1126816.625000 Penalty: 4645.099121
	Iteration 3F: 3 clusters Score -1126817 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1128044.125000 Penalty: 4645.099121
	Iteration 4F: 3 clusters Score -1128044 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1128752.500000 Penalty: 4645.099121
	Iteration 5F: 3 clusters Score -1128752 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1129168.500000 Penalty: 4645.099121
	Iteration 6F: 3 clusters Score -1129168 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1129405.875000 Penalty: 4645.099121
	Iteration 7Q: 3 clusters Score -1129406 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1129574.000000 Penalty: 4645.099121
	Iteration 8Q: 3 clusters Score -1129574 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1129731.625000 Penalty: 4645.099121
	Iteration 9Q: 3 clusters Score -1129732 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1129874.500000 Penalty: 4645.099121
	Iteration 10Q: 3 clusters Score -1129874 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1130015.000000 Penalty: 4645.099121
	Iteration 11Q: 3 clusters Score -1130015 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1130173.375000 Penalty: 4645.099121
	Iteration 12Q: 3 clusters Score -1130173 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1130350.125000 Penalty: 4645.099121
	Iteration 13Q: 3 clusters Score -1130350 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1130487.250000 Penalty: 4645.099121
	Iteration 14Q: 3 clusters Score -1130487 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1130585.000000 Penalty: 4645.099121
	Iteration 15Q: 3 clusters Score -1130585 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1130674.750000 Penalty: 4645.099121
	Iteration 16Q: 3 clusters Score -1130675 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1130763.500000 Penalty: 4645.099121
	Iteration 17Q: 3 clusters Score -1130764 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1130868.000000 Penalty: 4645.099121
	Iteration 18Q: 3 clusters Score -1130868 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1130974.750000 Penalty: 4645.099121
	Iteration 19Q: 3 clusters Score -1130975 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1131091.500000 Penalty: 4645.099121
	Iteration 20F: 3 clusters Score -1131092 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1131199.375000 Penalty: 4645.099121
	Iteration 21Q: 3 clusters Score -1131199 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1131337.750000 Penalty: 4645.099121
	Iteration 22Q: 3 clusters Score -1131338 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1131502.250000 Penalty: 4645.099121
	Iteration 23Q: 3 clusters Score -1131502 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1131723.500000 Penalty: 4645.099121
	Iteration 24Q: 3 clusters Score -1131724 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1132074.375000 Penalty: 4645.099121
	Iteration 25Q: 3 clusters Score -1132074 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1132526.625000 Penalty: 4645.099121
	Iteration 26Q: 3 clusters Score -1132527 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1133128.875000 Penalty: 4645.099121
	Iteration 27Q: 3 clusters Score -1133129 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1133748.875000 Penalty: 4645.099121
	Iteration 28Q: 3 clusters Score -1133749 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1134385.000000 Penalty: 4645.099121
	Iteration 29Q: 3 clusters Score -1134385 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1134972.250000 Penalty: 4645.099121
	Iteration 30Q: 3 clusters Score -1134972 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1135249.625000 Penalty: 4645.099121
	Iteration 31Q: 3 clusters Score -1135250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1135322.625000 Penalty: 4645.099121
	Iteration 32Q: 3 clusters Score -1135323 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1135376.125000 Penalty: 4645.099121
	Iteration 33Q: 3 clusters Score -1135376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1135407.000000 Penalty: 4645.099121
	Iteration 34Q: 3 clusters Score -1135407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1135427.500000 Penalty: 4645.099121
	Iteration 35Q: 3 clusters Score -1135428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1135439.875000 Penalty: 4645.099121
	Iteration 36Q: 3 clusters Score -1135440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1135446.000000 Penalty: 4645.099121
	Iteration 37Q: 3 clusters Score -1135446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1135449.500000 Penalty: 4645.099121
	Iteration 38Q: 3 clusters Score -1135450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1135453.375000 Penalty: 4645.099121
	Iteration 39Q: 3 clusters Score -1135453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1135467.250000 Penalty: 4645.099121
	Iteration 40F: 3 clusters Score -1135467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1135486.125000 Penalty: 4645.099121
	Iteration 41Q: 3 clusters Score -1135486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1135498.625000 Penalty: 4645.099121
	Iteration 42Q: 3 clusters Score -1135499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1135500.000000 Penalty: 4645.099121
	Iteration 43Q: 3 clusters Score -1135500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1135503.125000 Penalty: 4645.099121
	Iteration 44Q: 3 clusters Score -1135503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1135504.375000 Penalty: 4645.099121
	Iteration 45Q: 3 clusters Score -1135504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1135506.000000 Penalty: 4645.099121
	Iteration 46Q: 3 clusters Score -1135506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1135508.875000 Penalty: 4645.099121
	Iteration 47Q: 3 clusters Score -1135509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1135511.750000 Penalty: 4645.099121
	Iteration 48Q: 3 clusters Score -1135512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1135512.000000 Penalty: 4645.099121
	Iteration 49Q: 3 clusters Score -1135512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1135512.000000 Penalty: 4645.099121
	Iteration 50F: 3 clusters Score -1135512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 45015 members 
Mstep: Class 4 contains 17399 members 
Mstep: Class 5 contains 28462 members 
Mstep: Class 6 contains 154497 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 118932 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Entering Unmasked Estep 
Score: -138874544.000000 Penalty: 76773.765625
Splitting cluster 2 changes total score from -138858928.000000 to -138874544.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (45015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Entering Unmasked Estep 
Score: -5065604.500000 Penalty: 2657.258301
	Iteration 0F: 2 clusters Score -5065604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -5035435.000000 Penalty: 5314.516602
	Iteration 0F: 3 clusters Score -5035435 nChanged 20570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5047065.000000 Penalty: 5314.516602
	Iteration 1F: 3 clusters Score -5047065 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -5047958.000000 Penalty: 5314.516602
	Iteration 2Q: 3 clusters Score -5047958 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -5049264.000000 Penalty: 5314.516602
	Iteration 3F: 3 clusters Score -5049264 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -5051413.500000 Penalty: 5314.516602
	Iteration 4F: 3 clusters Score -5051414 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -5054404.500000 Penalty: 5314.516602
	Iteration 5F: 3 clusters Score -5054404 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -5057508.000000 Penalty: 5314.516602
	Iteration 6F: 3 clusters Score -5057508 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5059464.000000 Penalty: 5314.516602
	Iteration 7F: 3 clusters Score -5059464 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -5060694.000000 Penalty: 5314.516602
	Iteration 8F: 3 clusters Score -5060694 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -5061391.500000 Penalty: 5314.516602
	Iteration 9Q: 3 clusters Score -5061392 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -5061833.000000 Penalty: 5314.516602
	Iteration 10Q: 3 clusters Score -5061833 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -5062171.500000 Penalty: 5314.516602
	Iteration 11Q: 3 clusters Score -5062172 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5062544.000000 Penalty: 5314.516602
	Iteration 12Q: 3 clusters Score -5062544 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5062920.500000 Penalty: 5314.516602
	Iteration 13Q: 3 clusters Score -5062920 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5063362.500000 Penalty: 5314.516602
	Iteration 14Q: 3 clusters Score -5063362 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -5063874.500000 Penalty: 5314.516602
	Iteration 15Q: 3 clusters Score -5063874 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5064514.000000 Penalty: 5314.516602
	Iteration 16Q: 3 clusters Score -5064514 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -5065145.000000 Penalty: 5314.516602
	Iteration 17Q: 3 clusters Score -5065145 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -5065769.500000 Penalty: 5314.516602
	Iteration 18Q: 3 clusters Score -5065770 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5066463.500000 Penalty: 5314.516602
	Iteration 19Q: 3 clusters Score -5066464 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -5067161.000000 Penalty: 5314.516602
	Iteration 20F: 3 clusters Score -5067161 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -5067732.500000 Penalty: 5314.516602
	Iteration 21Q: 3 clusters Score -5067732 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -5068155.500000 Penalty: 5314.516602
	Iteration 22Q: 3 clusters Score -5068156 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -5068419.000000 Penalty: 5314.516602
	Iteration 23Q: 3 clusters Score -5068419 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -5068571.000000 Penalty: 5314.516602
	Iteration 24Q: 3 clusters Score -5068571 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -5068667.000000 Penalty: 5314.516602
	Iteration 25Q: 3 clusters Score -5068667 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -5068749.500000 Penalty: 5314.516602
	Iteration 26Q: 3 clusters Score -5068750 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -5068836.500000 Penalty: 5314.516602
	Iteration 27Q: 3 clusters Score -5068836 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -5068883.500000 Penalty: 5314.516602
	Iteration 28Q: 3 clusters Score -5068884 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -5068914.000000 Penalty: 5314.516602
	Iteration 29Q: 3 clusters Score -5068914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -5068930.500000 Penalty: 5314.516602
	Iteration 30Q: 3 clusters Score -5068930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -5068955.000000 Penalty: 5314.516602
	Iteration 31Q: 3 clusters Score -5068955 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -5068983.000000 Penalty: 5314.516602
	Iteration 32Q: 3 clusters Score -5068983 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -5068991.000000 Penalty: 5314.516602
	Iteration 33Q: 3 clusters Score -5068991 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -5069013.500000 Penalty: 5314.516602
	Iteration 34Q: 3 clusters Score -5069014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -5069030.500000 Penalty: 5314.516602
	Iteration 35Q: 3 clusters Score -5069030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -5069053.500000 Penalty: 5314.516602
	Iteration 36Q: 3 clusters Score -5069054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -5069094.500000 Penalty: 5314.516602
	Iteration 37Q: 3 clusters Score -5069094 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -5069151.000000 Penalty: 5314.516602
	Iteration 38Q: 3 clusters Score -5069151 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -5069226.000000 Penalty: 5314.516602
	Iteration 39Q: 3 clusters Score -5069226 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -5069310.500000 Penalty: 5314.516602
	Iteration 40F: 3 clusters Score -5069310 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -5069451.500000 Penalty: 5314.516602
	Iteration 41Q: 3 clusters Score -5069452 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -5069705.500000 Penalty: 5314.516602
	Iteration 42Q: 3 clusters Score -5069706 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -5070071.000000 Penalty: 5314.516602
	Iteration 43Q: 3 clusters Score -5070071 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -5070397.500000 Penalty: 5314.516602
	Iteration 44Q: 3 clusters Score -5070398 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -5070688.000000 Penalty: 5314.516602
	Iteration 45Q: 3 clusters Score -5070688 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -5070946.000000 Penalty: 5314.516602
	Iteration 46Q: 3 clusters Score -5070946 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -5071142.000000 Penalty: 5314.516602
	Iteration 47Q: 3 clusters Score -5071142 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5071210.500000 Penalty: 5314.516602
	Iteration 48Q: 3 clusters Score -5071210 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -5071215.500000 Penalty: 5314.516602
	Iteration 49Q: 3 clusters Score -5071216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -5071239.500000 Penalty: 5314.516602
	Iteration 50Q: 3 clusters Score -5071240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -5071256.500000 Penalty: 5314.516602
	Iteration 51Q: 3 clusters Score -5071256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -5071246.500000 Penalty: 5314.516602
	Iteration 52Q: 3 clusters Score -5071246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -5071250.500000 Penalty: 5314.516602
	Iteration 53Q: 3 clusters Score -5071250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -5071247.000000 Penalty: 5314.516602
	Iteration 54Q: 3 clusters Score -5071247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -5071239.000000 Penalty: 5314.516602
	Iteration 55Q: 3 clusters Score -5071239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5071235.500000 Penalty: 5314.516602
	Iteration 56Q: 3 clusters Score -5071236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5071235.500000 Penalty: 5314.516602
	Iteration 57F: 3 clusters Score -5071236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 17399 members 
Mstep: Class 5 contains 28462 members 
Mstep: Class 6 contains 154497 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 118932 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Entering Unmasked Estep 
Score: -138878864.000000 Penalty: 80263.484375
Splitting cluster 3 changes total score from -138858928.000000 to -138878864.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (17399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Entering Unmasked Estep 
Score: -1529309.750000 Penalty: 2421.513672
	Iteration 0F: 2 clusters Score -1529310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1517090.875000 Penalty: 4843.027344
	Iteration 0F: 3 clusters Score -1517091 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1524312.500000 Penalty: 4843.027344
	Iteration 1F: 3 clusters Score -1524312 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1527615.250000 Penalty: 4843.027344
	Iteration 2F: 3 clusters Score -1527615 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1529196.375000 Penalty: 4843.027344
	Iteration 3F: 3 clusters Score -1529196 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1529956.375000 Penalty: 4843.027344
	Iteration 4F: 3 clusters Score -1529956 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1530611.000000 Penalty: 4843.027344
	Iteration 5Q: 3 clusters Score -1530611 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1531303.875000 Penalty: 4843.027344
	Iteration 6Q: 3 clusters Score -1531304 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1531826.875000 Penalty: 4843.027344
	Iteration 7Q: 3 clusters Score -1531827 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1532175.250000 Penalty: 4843.027344
	Iteration 8Q: 3 clusters Score -1532175 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1532476.375000 Penalty: 4843.027344
	Iteration 9Q: 3 clusters Score -1532476 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1532797.000000 Penalty: 4843.027344
	Iteration 10Q: 3 clusters Score -1532797 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1533158.500000 Penalty: 4843.027344
	Iteration 11Q: 3 clusters Score -1533158 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1533560.875000 Penalty: 4843.027344
	Iteration 12Q: 3 clusters Score -1533561 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1533863.250000 Penalty: 4843.027344
	Iteration 13Q: 3 clusters Score -1533863 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1534060.625000 Penalty: 4843.027344
	Iteration 14Q: 3 clusters Score -1534061 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1534208.375000 Penalty: 4843.027344
	Iteration 15Q: 3 clusters Score -1534208 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1534347.250000 Penalty: 4843.027344
	Iteration 16Q: 3 clusters Score -1534347 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1534479.375000 Penalty: 4843.027344
	Iteration 17Q: 3 clusters Score -1534479 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1534631.875000 Penalty: 4843.027344
	Iteration 18Q: 3 clusters Score -1534632 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1534797.750000 Penalty: 4843.027344
	Iteration 19Q: 3 clusters Score -1534798 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1534952.250000 Penalty: 4843.027344
	Iteration 20F: 3 clusters Score -1534952 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1535114.375000 Penalty: 4843.027344
	Iteration 21Q: 3 clusters Score -1535114 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1535274.000000 Penalty: 4843.027344
	Iteration 22Q: 3 clusters Score -1535274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1535437.875000 Penalty: 4843.027344
	Iteration 23Q: 3 clusters Score -1535438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1535604.625000 Penalty: 4843.027344
	Iteration 24Q: 3 clusters Score -1535605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1535883.875000 Penalty: 4843.027344
	Iteration 25Q: 3 clusters Score -1535884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1536403.375000 Penalty: 4843.027344
	Iteration 26Q: 3 clusters Score -1536403 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1537232.750000 Penalty: 4843.027344
	Iteration 27Q: 3 clusters Score -1537233 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1537389.625000 Penalty: 4843.027344
	Iteration 28Q: 3 clusters Score -1537390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1537464.625000 Penalty: 4843.027344
	Iteration 29Q: 3 clusters Score -1537465 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1537575.250000 Penalty: 4843.027344
	Iteration 30Q: 3 clusters Score -1537575 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1537673.000000 Penalty: 4843.027344
	Iteration 31Q: 3 clusters Score -1537673 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1537750.000000 Penalty: 4843.027344
	Iteration 32Q: 3 clusters Score -1537750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1537826.250000 Penalty: 4843.027344
	Iteration 33Q: 3 clusters Score -1537826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1537868.125000 Penalty: 4843.027344
	Iteration 34Q: 3 clusters Score -1537868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1537924.375000 Penalty: 4843.027344
	Iteration 35Q: 3 clusters Score -1537924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1537959.875000 Penalty: 4843.027344
	Iteration 36Q: 3 clusters Score -1537960 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1537999.875000 Penalty: 4843.027344
	Iteration 37Q: 3 clusters Score -1538000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1538040.625000 Penalty: 4843.027344
	Iteration 38Q: 3 clusters Score -1538041 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1538081.250000 Penalty: 4843.027344
	Iteration 39Q: 3 clusters Score -1538081 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1538187.375000 Penalty: 4843.027344
	Iteration 40F: 3 clusters Score -1538187 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1538324.625000 Penalty: 4843.027344
	Iteration 41Q: 3 clusters Score -1538325 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1538459.250000 Penalty: 4843.027344
	Iteration 42Q: 3 clusters Score -1538459 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1538640.125000 Penalty: 4843.027344
	Iteration 43Q: 3 clusters Score -1538640 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1538840.125000 Penalty: 4843.027344
	Iteration 44Q: 3 clusters Score -1538840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1539023.500000 Penalty: 4843.027344
	Iteration 45Q: 3 clusters Score -1539024 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1539134.375000 Penalty: 4843.027344
	Iteration 46Q: 3 clusters Score -1539134 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1539229.125000 Penalty: 4843.027344
	Iteration 47Q: 3 clusters Score -1539229 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1539320.625000 Penalty: 4843.027344
	Iteration 48Q: 3 clusters Score -1539321 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1539429.375000 Penalty: 4843.027344
	Iteration 49Q: 3 clusters Score -1539429 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1539617.500000 Penalty: 4843.027344
	Iteration 50Q: 3 clusters Score -1539618 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1540071.875000 Penalty: 4843.027344
	Iteration 51Q: 3 clusters Score -1540072 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1540433.625000 Penalty: 4843.027344
	Iteration 52Q: 3 clusters Score -1540434 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1540656.875000 Penalty: 4843.027344
	Iteration 53Q: 3 clusters Score -1540657 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1540775.750000 Penalty: 4843.027344
	Iteration 54Q: 3 clusters Score -1540776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1540846.500000 Penalty: 4843.027344
	Iteration 55Q: 3 clusters Score -1540846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1540872.750000 Penalty: 4843.027344
	Iteration 56Q: 3 clusters Score -1540873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1540893.000000 Penalty: 4843.027344
	Iteration 57Q: 3 clusters Score -1540893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1540900.250000 Penalty: 4843.027344
	Iteration 58Q: 3 clusters Score -1540900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1540915.000000 Penalty: 4843.027344
	Iteration 59Q: 3 clusters Score -1540915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1541099.750000 Penalty: 4843.027344
	Iteration 60F: 3 clusters Score -1541100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1541152.750000 Penalty: 4843.027344
	Iteration 61Q: 3 clusters Score -1541153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1541160.750000 Penalty: 4843.027344
	Iteration 62Q: 3 clusters Score -1541161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1541163.125000 Penalty: 4843.027344
	Iteration 63Q: 3 clusters Score -1541163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1541160.375000 Penalty: 4843.027344
	Iteration 64Q: 3 clusters Score -1541160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1541160.375000 Penalty: 4843.027344
	Iteration 65F: 3 clusters Score -1541160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 28462 members 
Mstep: Class 6 contains 154497 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 118932 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Entering Unmasked Estep 
Score: -138889360.000000 Penalty: 83753.195312
Splitting cluster 4 changes total score from -138858928.000000 to -138889360.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (28462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Entering Unmasked Estep 
Score: -2907301.750000 Penalty: 2543.568604
	Iteration 0F: 2 clusters Score -2907302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2887677.500000 Penalty: 5087.137207
	Iteration 0F: 3 clusters Score -2887678 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2896346.500000 Penalty: 5087.137207
	Iteration 1F: 3 clusters Score -2896346 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2899159.500000 Penalty: 5087.137207
	Iteration 2F: 3 clusters Score -2899160 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2902184.750000 Penalty: 5087.137207
	Iteration 3F: 3 clusters Score -2902185 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2905306.500000 Penalty: 5087.137207
	Iteration 4F: 3 clusters Score -2905306 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2908722.750000 Penalty: 5087.137207
	Iteration 5F: 3 clusters Score -2908723 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2912137.000000 Penalty: 5087.137207
	Iteration 6F: 3 clusters Score -2912137 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2914494.000000 Penalty: 5087.137207
	Iteration 7F: 3 clusters Score -2914494 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2915882.250000 Penalty: 5087.137207
	Iteration 8Q: 3 clusters Score -2915882 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2916789.250000 Penalty: 5087.137207
	Iteration 9Q: 3 clusters Score -2916789 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2917573.750000 Penalty: 5087.137207
	Iteration 10Q: 3 clusters Score -2917574 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2918187.000000 Penalty: 5087.137207
	Iteration 11Q: 3 clusters Score -2918187 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2918583.000000 Penalty: 5087.137207
	Iteration 12Q: 3 clusters Score -2918583 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2918918.750000 Penalty: 5087.137207
	Iteration 13Q: 3 clusters Score -2918919 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2919187.750000 Penalty: 5087.137207
	Iteration 14Q: 3 clusters Score -2919188 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2919397.500000 Penalty: 5087.137207
	Iteration 15Q: 3 clusters Score -2919398 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2919534.250000 Penalty: 5087.137207
	Iteration 16Q: 3 clusters Score -2919534 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2919628.500000 Penalty: 5087.137207
	Iteration 17Q: 3 clusters Score -2919628 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2919722.000000 Penalty: 5087.137207
	Iteration 18Q: 3 clusters Score -2919722 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2919759.500000 Penalty: 5087.137207
	Iteration 19Q: 3 clusters Score -2919760 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2919867.750000 Penalty: 5087.137207
	Iteration 20F: 3 clusters Score -2919868 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2919971.000000 Penalty: 5087.137207
	Iteration 21Q: 3 clusters Score -2919971 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2920064.750000 Penalty: 5087.137207
	Iteration 22Q: 3 clusters Score -2920065 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2920163.000000 Penalty: 5087.137207
	Iteration 23Q: 3 clusters Score -2920163 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2920299.750000 Penalty: 5087.137207
	Iteration 24Q: 3 clusters Score -2920300 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2920475.000000 Penalty: 5087.137207
	Iteration 25Q: 3 clusters Score -2920475 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2920700.250000 Penalty: 5087.137207
	Iteration 26Q: 3 clusters Score -2920700 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2921011.000000 Penalty: 5087.137207
	Iteration 27Q: 3 clusters Score -2921011 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2921368.500000 Penalty: 5087.137207
	Iteration 28Q: 3 clusters Score -2921368 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2921620.000000 Penalty: 5087.137207
	Iteration 29Q: 3 clusters Score -2921620 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2921715.500000 Penalty: 5087.137207
	Iteration 30Q: 3 clusters Score -2921716 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2921738.500000 Penalty: 5087.137207
	Iteration 31Q: 3 clusters Score -2921738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2921742.750000 Penalty: 5087.137207
	Iteration 32Q: 3 clusters Score -2921743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2921748.250000 Penalty: 5087.137207
	Iteration 33Q: 3 clusters Score -2921748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2921755.500000 Penalty: 5087.137207
	Iteration 34Q: 3 clusters Score -2921756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2921749.500000 Penalty: 5087.137207
	Iteration 35Q: 3 clusters Score -2921750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2921743.750000 Penalty: 5087.137207
	Iteration 36Q: 3 clusters Score -2921744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2921747.500000 Penalty: 5087.137207
	Iteration 37Q: 3 clusters Score -2921748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2921747.250000 Penalty: 5087.137207
	Iteration 38Q: 3 clusters Score -2921747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2921744.000000 Penalty: 5087.137207
	Iteration 39Q: 3 clusters Score -2921744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2921747.250000 Penalty: 5087.137207
	Iteration 40F: 3 clusters Score -2921747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2921753.000000 Penalty: 5087.137207
	Iteration 41Q: 3 clusters Score -2921753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2921751.000000 Penalty: 5087.137207
	Iteration 42Q: 3 clusters Score -2921751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2921750.250000 Penalty: 5087.137207
	Iteration 43Q: 3 clusters Score -2921750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2921749.250000 Penalty: 5087.137207
	Iteration 44Q: 3 clusters Score -2921749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2921748.000000 Penalty: 5087.137207
	Iteration 45Q: 3 clusters Score -2921748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2921746.500000 Penalty: 5087.137207
	Iteration 46Q: 3 clusters Score -2921746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2921751.500000 Penalty: 5087.137207
	Iteration 47Q: 3 clusters Score -2921752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2921751.500000 Penalty: 5087.137207
	Iteration 48F: 3 clusters Score -2921752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 154497 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 118932 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Entering Unmasked Estep 
Score: -138903536.000000 Penalty: 87242.914062
Splitting cluster 5 changes total score from -138858928.000000 to -138903536.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (154497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154497 members 
Entering Unmasked Estep 
Score: -17279730.000000 Penalty: 2963.086670
	Iteration 0F: 2 clusters Score -1.727973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -17176444.000000 Penalty: 5926.173340
	Iteration 0F: 3 clusters Score -1.717644e+07 nChanged 73983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -17219706.000000 Penalty: 5926.173340
	Iteration 1F: 3 clusters Score -1.721971e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -17221514.000000 Penalty: 5926.173340
	Iteration 2Q: 3 clusters Score -1.722151e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 71337 members 
Entering Unmasked Estep 
Score: -17224234.000000 Penalty: 5926.173340
	Iteration 3Q: 3 clusters Score -1.722423e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -17228886.000000 Penalty: 5926.173340
	Iteration 4F: 3 clusters Score -1.722889e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -17235758.000000 Penalty: 5926.173340
	Iteration 5F: 3 clusters Score -1.723576e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -17243926.000000 Penalty: 5926.173340
	Iteration 6F: 3 clusters Score -1.724393e+07 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -17251448.000000 Penalty: 5926.173340
	Iteration 7F: 3 clusters Score -1.725145e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114795 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -17257286.000000 Penalty: 5926.173340
	Iteration 8F: 3 clusters Score -1.725729e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120872 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -17261930.000000 Penalty: 5926.173340
	Iteration 9Q: 3 clusters Score -1.726193e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126287 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -17265750.000000 Penalty: 5926.173340
	Iteration 10Q: 3 clusters Score -1.726575e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -17268994.000000 Penalty: 5926.173340
	Iteration 11Q: 3 clusters Score -1.726899e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -17271842.000000 Penalty: 5926.173340
	Iteration 12Q: 3 clusters Score -1.727184e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137867 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -17274118.000000 Penalty: 5926.173340
	Iteration 13Q: 3 clusters Score -1.727412e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -17275654.000000 Penalty: 5926.173340
	Iteration 14Q: 3 clusters Score -1.727565e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141804 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -17276726.000000 Penalty: 5926.173340
	Iteration 15Q: 3 clusters Score -1.727673e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143125 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -17277500.000000 Penalty: 5926.173340
	Iteration 16Q: 3 clusters Score -1.72775e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144180 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -17278006.000000 Penalty: 5926.173340
	Iteration 17Q: 3 clusters Score -1.727801e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -17278264.000000 Penalty: 5926.173340
	Iteration 18Q: 3 clusters Score -1.727826e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145696 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -17278532.000000 Penalty: 5926.173340
	Iteration 19Q: 3 clusters Score -1.727853e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146264 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -17278694.000000 Penalty: 5926.173340
	Iteration 20F: 3 clusters Score -1.727869e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -17278804.000000 Penalty: 5926.173340
	Iteration 21Q: 3 clusters Score -1.72788e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147140 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -17278960.000000 Penalty: 5926.173340
	Iteration 22Q: 3 clusters Score -1.727896e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147478 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -17279008.000000 Penalty: 5926.173340
	Iteration 23Q: 3 clusters Score -1.727901e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147782 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -17279080.000000 Penalty: 5926.173340
	Iteration 24Q: 3 clusters Score -1.727908e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148039 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -17279164.000000 Penalty: 5926.173340
	Iteration 25Q: 3 clusters Score -1.727916e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148277 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -17279220.000000 Penalty: 5926.173340
	Iteration 26Q: 3 clusters Score -1.727922e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148490 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -17279258.000000 Penalty: 5926.173340
	Iteration 27Q: 3 clusters Score -1.727926e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -17279320.000000 Penalty: 5926.173340
	Iteration 28Q: 3 clusters Score -1.727932e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148864 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -17279352.000000 Penalty: 5926.173340
	Iteration 29Q: 3 clusters Score -1.727935e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149022 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -17279430.000000 Penalty: 5926.173340
	Iteration 30Q: 3 clusters Score -1.727943e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149165 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -17279482.000000 Penalty: 5926.173340
	Iteration 31Q: 3 clusters Score -1.727948e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149285 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -17279538.000000 Penalty: 5926.173340
	Iteration 32Q: 3 clusters Score -1.727954e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149392 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -17279524.000000 Penalty: 5926.173340
	Iteration 33Q: 3 clusters Score -1.727952e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149499 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -17279538.000000 Penalty: 5926.173340
	Iteration 34Q: 3 clusters Score -1.727954e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149592 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -17279586.000000 Penalty: 5926.173340
	Iteration 35Q: 3 clusters Score -1.727959e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -17279654.000000 Penalty: 5926.173340
	Iteration 36Q: 3 clusters Score -1.727965e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149797 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -17279750.000000 Penalty: 5926.173340
	Iteration 37Q: 3 clusters Score -1.727975e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -17279846.000000 Penalty: 5926.173340
	Iteration 38Q: 3 clusters Score -1.727985e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149994 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -17279932.000000 Penalty: 5926.173340
	Iteration 39Q: 3 clusters Score -1.727993e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150063 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -17279962.000000 Penalty: 5926.173340
	Iteration 40F: 3 clusters Score -1.727996e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150115 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -17279992.000000 Penalty: 5926.173340
	Iteration 41Q: 3 clusters Score -1.727999e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150169 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -17280034.000000 Penalty: 5926.173340
	Iteration 42Q: 3 clusters Score -1.728003e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150217 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -17280064.000000 Penalty: 5926.173340
	Iteration 43Q: 3 clusters Score -1.728006e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -17280086.000000 Penalty: 5926.173340
	Iteration 44Q: 3 clusters Score -1.728009e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150273 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -17280120.000000 Penalty: 5926.173340
	Iteration 45Q: 3 clusters Score -1.728012e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150292 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -17280124.000000 Penalty: 5926.173340
	Iteration 46Q: 3 clusters Score -1.728012e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150299 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -17280118.000000 Penalty: 5926.173340
	Iteration 47Q: 3 clusters Score -1.728012e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150299 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -17280130.000000 Penalty: 5926.173340
	Iteration 48Q: 3 clusters Score -1.728013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150294 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -17280144.000000 Penalty: 5926.173340
	Iteration 49Q: 3 clusters Score -1.728014e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150291 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -17280150.000000 Penalty: 5926.173340
	Iteration 50Q: 3 clusters Score -1.728015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -17280168.000000 Penalty: 5926.173340
	Iteration 51Q: 3 clusters Score -1.728017e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150302 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -17280170.000000 Penalty: 5926.173340
	Iteration 52Q: 3 clusters Score -1.728017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -17280188.000000 Penalty: 5926.173340
	Iteration 53Q: 3 clusters Score -1.728019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -17280192.000000 Penalty: 5926.173340
	Iteration 54Q: 3 clusters Score -1.728019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -17280194.000000 Penalty: 5926.173340
	Iteration 55Q: 3 clusters Score -1.728019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -17280196.000000 Penalty: 5926.173340
	Iteration 56Q: 3 clusters Score -1.72802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150306 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -17280200.000000 Penalty: 5926.173340
	Iteration 57Q: 3 clusters Score -1.72802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150303 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -17280210.000000 Penalty: 5926.173340
	Iteration 58Q: 3 clusters Score -1.728021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -17280192.000000 Penalty: 5926.173340
	Iteration 59Q: 3 clusters Score -1.728019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150303 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -17280196.000000 Penalty: 5926.173340
	Iteration 60F: 3 clusters Score -1.72802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150304 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -17280196.000000 Penalty: 5926.173340
	Iteration 61Q: 3 clusters Score -1.72802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -17280200.000000 Penalty: 5926.173340
	Iteration 62Q: 3 clusters Score -1.72802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -17280200.000000 Penalty: 5926.173340
	Iteration 63F: 3 clusters Score -1.72802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 118932 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Entering Unmasked Estep 
Score: -138903296.000000 Penalty: 90732.632812
Splitting cluster 6 changes total score from -138858928.000000 to -138903296.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -550638.187500 Penalty: 2136.621094
	Iteration 0F: 2 clusters Score -550638.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -545796.625000 Penalty: 4273.242188
	Iteration 0F: 3 clusters Score -545796.6 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -547176.312500 Penalty: 4273.242188
	Iteration 1F: 3 clusters Score -547176.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -547746.000000 Penalty: 4273.242188
	Iteration 2F: 3 clusters Score -547746 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -548403.562500 Penalty: 4273.242188
	Iteration 3F: 3 clusters Score -548403.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -548995.187500 Penalty: 4273.242188
	Iteration 4F: 3 clusters Score -548995.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -549408.062500 Penalty: 4273.242188
	Iteration 5F: 3 clusters Score -549408.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -549725.687500 Penalty: 4273.242188
	Iteration 6F: 3 clusters Score -549725.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -550044.250000 Penalty: 4273.242188
	Iteration 7Q: 3 clusters Score -550044.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -550347.625000 Penalty: 4273.242188
	Iteration 8Q: 3 clusters Score -550347.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -550705.625000 Penalty: 4273.242188
	Iteration 9Q: 3 clusters Score -550705.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -551294.250000 Penalty: 4273.242188
	Iteration 10Q: 3 clusters Score -551294.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -552221.625000 Penalty: 4273.242188
	Iteration 11Q: 3 clusters Score -552221.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -552908.312500 Penalty: 4273.242188
	Iteration 12Q: 3 clusters Score -552908.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -553007.187500 Penalty: 4273.242188
	Iteration 13Q: 3 clusters Score -553007.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -553054.625000 Penalty: 4273.242188
	Iteration 14Q: 3 clusters Score -553054.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -553074.625000 Penalty: 4273.242188
	Iteration 15Q: 3 clusters Score -553074.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -553091.625000 Penalty: 4273.242188
	Iteration 16Q: 3 clusters Score -553091.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -553104.125000 Penalty: 4273.242188
	Iteration 17Q: 3 clusters Score -553104.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -553114.875000 Penalty: 4273.242188
	Iteration 18Q: 3 clusters Score -553114.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -553133.375000 Penalty: 4273.242188
	Iteration 19Q: 3 clusters Score -553133.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -553149.750000 Penalty: 4273.242188
	Iteration 20F: 3 clusters Score -553149.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -553170.187500 Penalty: 4273.242188
	Iteration 21Q: 3 clusters Score -553170.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -553185.937500 Penalty: 4273.242188
	Iteration 22Q: 3 clusters Score -553185.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -553200.187500 Penalty: 4273.242188
	Iteration 23Q: 3 clusters Score -553200.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -553213.687500 Penalty: 4273.242188
	Iteration 24Q: 3 clusters Score -553213.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -553238.625000 Penalty: 4273.242188
	Iteration 25Q: 3 clusters Score -553238.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -553285.375000 Penalty: 4273.242188
	Iteration 26Q: 3 clusters Score -553285.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -553337.250000 Penalty: 4273.242188
	Iteration 27Q: 3 clusters Score -553337.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -553391.562500 Penalty: 4273.242188
	Iteration 28Q: 3 clusters Score -553391.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -553458.437500 Penalty: 4273.242188
	Iteration 29Q: 3 clusters Score -553458.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -553552.000000 Penalty: 4273.242188
	Iteration 30Q: 3 clusters Score -553552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -553629.375000 Penalty: 4273.242188
	Iteration 31Q: 3 clusters Score -553629.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -553673.562500 Penalty: 4273.242188
	Iteration 32Q: 3 clusters Score -553673.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -553716.812500 Penalty: 4273.242188
	Iteration 33Q: 3 clusters Score -553716.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -553754.312500 Penalty: 4273.242188
	Iteration 34Q: 3 clusters Score -553754.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -553811.187500 Penalty: 4273.242188
	Iteration 35Q: 3 clusters Score -553811.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -553868.937500 Penalty: 4273.242188
	Iteration 36Q: 3 clusters Score -553868.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -553955.875000 Penalty: 4273.242188
	Iteration 37Q: 3 clusters Score -553955.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -554046.750000 Penalty: 4273.242188
	Iteration 38Q: 3 clusters Score -554046.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -554138.875000 Penalty: 4273.242188
	Iteration 39Q: 3 clusters Score -554138.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -554217.187500 Penalty: 4273.242188
	Iteration 40F: 3 clusters Score -554217.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -554266.937500 Penalty: 4273.242188
	Iteration 41Q: 3 clusters Score -554266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -554274.000000 Penalty: 4273.242188
	Iteration 42Q: 3 clusters Score -554274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -554277.125000 Penalty: 4273.242188
	Iteration 43Q: 3 clusters Score -554277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -554277.125000 Penalty: 4273.242188
	Iteration 44F: 3 clusters Score -554277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 118932 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Entering Unmasked Estep 
Score: -138905616.000000 Penalty: 94222.351562
Splitting cluster 7 changes total score from -138858928.000000 to -138905616.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (23357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Entering Unmasked Estep 
Score: -2457087.250000 Penalty: 2494.545654
	Iteration 0F: 2 clusters Score -2457087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2440847.250000 Penalty: 4989.091309
	Iteration 0F: 3 clusters Score -2440847 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2447270.250000 Penalty: 4989.091309
	Iteration 1F: 3 clusters Score -2447270 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2448558.000000 Penalty: 4989.091309
	Iteration 2F: 3 clusters Score -2448558 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2450038.000000 Penalty: 4989.091309
	Iteration 3F: 3 clusters Score -2450038 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2451378.250000 Penalty: 4989.091309
	Iteration 4F: 3 clusters Score -2451378 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2452353.250000 Penalty: 4989.091309
	Iteration 5F: 3 clusters Score -2452353 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2452881.750000 Penalty: 4989.091309
	Iteration 6Q: 3 clusters Score -2452882 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2453206.750000 Penalty: 4989.091309
	Iteration 7Q: 3 clusters Score -2453207 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2453448.750000 Penalty: 4989.091309
	Iteration 8Q: 3 clusters Score -2453449 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2453608.750000 Penalty: 4989.091309
	Iteration 9Q: 3 clusters Score -2453609 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2453725.750000 Penalty: 4989.091309
	Iteration 10Q: 3 clusters Score -2453726 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2453850.250000 Penalty: 4989.091309
	Iteration 11Q: 3 clusters Score -2453850 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2454009.750000 Penalty: 4989.091309
	Iteration 12Q: 3 clusters Score -2454010 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2454169.750000 Penalty: 4989.091309
	Iteration 13Q: 3 clusters Score -2454170 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2454383.500000 Penalty: 4989.091309
	Iteration 14Q: 3 clusters Score -2454384 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2454637.000000 Penalty: 4989.091309
	Iteration 15Q: 3 clusters Score -2454637 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2454962.500000 Penalty: 4989.091309
	Iteration 16Q: 3 clusters Score -2454962 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2455287.750000 Penalty: 4989.091309
	Iteration 17Q: 3 clusters Score -2455288 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2455592.500000 Penalty: 4989.091309
	Iteration 18Q: 3 clusters Score -2455592 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2455837.500000 Penalty: 4989.091309
	Iteration 19Q: 3 clusters Score -2455838 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2456034.750000 Penalty: 4989.091309
	Iteration 20F: 3 clusters Score -2456035 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2456148.000000 Penalty: 4989.091309
	Iteration 21Q: 3 clusters Score -2456148 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2456243.250000 Penalty: 4989.091309
	Iteration 22Q: 3 clusters Score -2456243 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2456321.000000 Penalty: 4989.091309
	Iteration 23Q: 3 clusters Score -2456321 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2456380.000000 Penalty: 4989.091309
	Iteration 24Q: 3 clusters Score -2456380 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2456423.500000 Penalty: 4989.091309
	Iteration 25Q: 3 clusters Score -2456424 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2456454.500000 Penalty: 4989.091309
	Iteration 26Q: 3 clusters Score -2456454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2456475.000000 Penalty: 4989.091309
	Iteration 27Q: 3 clusters Score -2456475 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2456487.250000 Penalty: 4989.091309
	Iteration 28Q: 3 clusters Score -2456487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2456508.250000 Penalty: 4989.091309
	Iteration 29Q: 3 clusters Score -2456508 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2456528.250000 Penalty: 4989.091309
	Iteration 30Q: 3 clusters Score -2456528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2456548.000000 Penalty: 4989.091309
	Iteration 31Q: 3 clusters Score -2456548 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2456564.750000 Penalty: 4989.091309
	Iteration 32Q: 3 clusters Score -2456565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2456572.500000 Penalty: 4989.091309
	Iteration 33Q: 3 clusters Score -2456572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2456583.250000 Penalty: 4989.091309
	Iteration 34Q: 3 clusters Score -2456583 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2456600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2456614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2456626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2456632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2456640.750000 Penalty: 4989.091309
	Iteration 39Q: 3 clusters Score -2456641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2456655.500000 Penalty: 4989.091309
	Iteration 40F: 3 clusters Score -2456656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2456653 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2456661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2456659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2456662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2456677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2456678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2456679 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2456687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2456691.250000 Penalty: 4989.091309
	Iteration 49Q: 3 clusters Score -2456691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2456698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2456697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2456700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2456710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2456716.250000 Penalty: 4989.091309
	Iteration 54Q: 3 clusters Score -2456716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2456720 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2456723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2456719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2456729.250000 Penalty: 4989.091309
	Iteration 58Q: 3 clusters Score -2456729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2456736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2456747 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2456752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2456758 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2456762 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2456767 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2456771 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2456789 nChanged 63
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Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2456794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2456804 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2456814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2456818 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2456820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2456823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2456822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2456832 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2456833 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2456840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2456841.250000 Penalty: 4989.091309
	Iteration 78Q: 3 clusters Score -2456841 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2456847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2456842 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2456841 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2456842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2456847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2456855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2456861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2456854 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2456851 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2456860 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2456858 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2456859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2456868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2456874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2456873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2456872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2456872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2456876 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2456877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2456878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2456882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2456886 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2456889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2456894 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2456891.000000 Penalty: 4989.091309
	Iteration 103Q: 3 clusters Score -2456891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2456892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2456898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2456902.750000 Penalty: 4989.091309
	Iteration 106Q: 3 clusters Score -2456903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2456907.500000 Penalty: 4989.091309
	Iteration 107Q: 3 clusters Score -2456908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2456908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2456914.250000 Penalty: 4989.091309
	Iteration 109Q: 3 clusters Score -2456914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2456912.250000 Penalty: 4989.091309
	Iteration 110Q: 3 clusters Score -2456912 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2456917.750000 Penalty: 4989.091309
	Iteration 111Q: 3 clusters Score -2456918 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2456915.000000 Penalty: 4989.091309
	Iteration 112Q: 3 clusters Score -2456915 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2456922.500000 Penalty: 4989.091309
	Iteration 113Q: 3 clusters Score -2456922 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7738 members 
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Entering Unmasked Estep 
Score: -2456926.500000 Penalty: 4989.091309
	Iteration 114Q: 3 clusters Score -2456926 nChanged 20
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Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2456929.000000 Penalty: 4989.091309
	Iteration 115Q: 3 clusters Score -2456929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2456930.250000 Penalty: 4989.091309
	Iteration 116Q: 3 clusters Score -2456930 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2456932.750000 Penalty: 4989.091309
	Iteration 117Q: 3 clusters Score -2456933 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2456934 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2456937.000000 Penalty: 4989.091309
	Iteration 119Q: 3 clusters Score -2456937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2456942.750000 Penalty: 4989.091309
	Iteration 120F: 3 clusters Score -2456943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2456953.000000 Penalty: 4989.091309
	Iteration 121Q: 3 clusters Score -2456953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2456956.000000 Penalty: 4989.091309
	Iteration 122Q: 3 clusters Score -2456956 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2456960.000000 Penalty: 4989.091309
	Iteration 123Q: 3 clusters Score -2456960 nChanged 20
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Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2456961.000000 Penalty: 4989.091309
	Iteration 124Q: 3 clusters Score -2456961 nChanged 15
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Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2456956 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2456953.250000 Penalty: 4989.091309
	Iteration 126Q: 3 clusters Score -2456953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2456957.750000 Penalty: 4989.091309
	Iteration 127Q: 3 clusters Score -2456958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2456954.750000 Penalty: 4989.091309
	Iteration 128Q: 3 clusters Score -2456955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2456956.750000 Penalty: 4989.091309
	Iteration 129Q: 3 clusters Score -2456957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2456952.500000 Penalty: 4989.091309
	Iteration 130Q: 3 clusters Score -2456952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2456954.250000 Penalty: 4989.091309
	Iteration 131Q: 3 clusters Score -2456954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2456957.500000 Penalty: 4989.091309
	Iteration 132Q: 3 clusters Score -2456958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2456954.750000 Penalty: 4989.091309
	Iteration 133Q: 3 clusters Score -2456955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2456953.500000 Penalty: 4989.091309
	Iteration 134Q: 3 clusters Score -2456954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2456958.750000 Penalty: 4989.091309
	Iteration 135Q: 3 clusters Score -2456959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2456961.000000 Penalty: 4989.091309
	Iteration 136Q: 3 clusters Score -2456961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2456963.500000 Penalty: 4989.091309
	Iteration 137Q: 3 clusters Score -2456964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2456963.500000 Penalty: 4989.091309
	Iteration 138F: 3 clusters Score -2456964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118932 members 
Entering Unmasked Estep 
Score: -13292042.000000 Penalty: 2898.204102
	Iteration 0F: 2 clusters Score -1.329204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -13212489.000000 Penalty: 5796.408203
	Iteration 0F: 3 clusters Score -1.321249e+07 nChanged 56425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -13245763.000000 Penalty: 5796.408203
	Iteration 1F: 3 clusters Score -1.324576e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -13248168.000000 Penalty: 5796.408203
	Iteration 2Q: 3 clusters Score -1.324817e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -13253346.000000 Penalty: 5796.408203
	Iteration 3F: 3 clusters Score -1.325335e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -13264697.000000 Penalty: 5796.408203
	Iteration 4F: 3 clusters Score -1.32647e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -13284854.000000 Penalty: 5796.408203
	Iteration 5F: 3 clusters Score -1.328485e+07 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -13301470.000000 Penalty: 5796.408203
	Iteration 6F: 3 clusters Score -1.330147e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -13309029.000000 Penalty: 5796.408203
	Iteration 7F: 3 clusters Score -1.330903e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -13310982.000000 Penalty: 5796.408203
	Iteration 8Q: 3 clusters Score -1.331098e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -13311617.000000 Penalty: 5796.408203
	Iteration 9Q: 3 clusters Score -1.331162e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -13311910.000000 Penalty: 5796.408203
	Iteration 10Q: 3 clusters Score -1.331191e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -13312015.000000 Penalty: 5796.408203
	Iteration 11Q: 3 clusters Score -1.331202e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106325 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -13312044.000000 Penalty: 5796.408203
	Iteration 12Q: 3 clusters Score -1.331204e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106647 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -13312109.000000 Penalty: 5796.408203
	Iteration 13Q: 3 clusters Score -1.331211e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106894 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -13312121.000000 Penalty: 5796.408203
	Iteration 14Q: 3 clusters Score -1.331212e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -13312123.000000 Penalty: 5796.408203
	Iteration 15Q: 3 clusters Score -1.331212e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -13312143.000000 Penalty: 5796.408203
	Iteration 16Q: 3 clusters Score -1.331214e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -13312130.000000 Penalty: 5796.408203
	Iteration 17Q: 3 clusters Score -1.331213e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -13312118.000000 Penalty: 5796.408203
	Iteration 18Q: 3 clusters Score -1.331212e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -13312116.000000 Penalty: 5796.408203
	Iteration 19Q: 3 clusters Score -1.331212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107452 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -13312121.000000 Penalty: 5796.408203
	Iteration 20F: 3 clusters Score -1.331212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -13312126.000000 Penalty: 5796.408203
	Iteration 21Q: 3 clusters Score -1.331213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -13312132.000000 Penalty: 5796.408203
	Iteration 22Q: 3 clusters Score -1.331213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -13312143.000000 Penalty: 5796.408203
	Iteration 23Q: 3 clusters Score -1.331214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107517 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -13312150.000000 Penalty: 5796.408203
	Iteration 24Q: 3 clusters Score -1.331215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -13312158.000000 Penalty: 5796.408203
	Iteration 25Q: 3 clusters Score -1.331216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -13312167.000000 Penalty: 5796.408203
	Iteration 26Q: 3 clusters Score -1.331217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -13312158.000000 Penalty: 5796.408203
	Iteration 27Q: 3 clusters Score -1.331216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -13312132.000000 Penalty: 5796.408203
	Iteration 28Q: 3 clusters Score -1.331213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -13312144.000000 Penalty: 5796.408203
	Iteration 29Q: 3 clusters Score -1.331214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107560 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -13312150.000000 Penalty: 5796.408203
	Iteration 30Q: 3 clusters Score -1.331215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -13312150.000000 Penalty: 5796.408203
	Iteration 31Q: 3 clusters Score -1.331215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -13312151.000000 Penalty: 5796.408203
	Iteration 32Q: 3 clusters Score -1.331215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -13312151.000000 Penalty: 5796.408203
	Iteration 33F: 3 clusters Score -1.331215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Entering Unmasked Estep 
Score: -138924960.000000 Penalty: 97712.062500
Splitting cluster 9 changes total score from -138858928.000000 to -138924960.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (18511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Entering Unmasked Estep 
Score: -1873020.000000 Penalty: 2436.877930
	Iteration 0F: 2 clusters Score -1873020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1860033.250000 Penalty: 4873.755859
	Iteration 0F: 3 clusters Score -1860033 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1865522.125000 Penalty: 4873.755859
	Iteration 1F: 3 clusters Score -1865522 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1868063.500000 Penalty: 4873.755859
	Iteration 2F: 3 clusters Score -1868064 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1870818.250000 Penalty: 4873.755859
	Iteration 3F: 3 clusters Score -1870818 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1872509.750000 Penalty: 4873.755859
	Iteration 4F: 3 clusters Score -1872510 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1873492.875000 Penalty: 4873.755859
	Iteration 5F: 3 clusters Score -1873493 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1874146.250000 Penalty: 4873.755859
	Iteration 6Q: 3 clusters Score -1874146 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1874548.750000 Penalty: 4873.755859
	Iteration 7Q: 3 clusters Score -1874549 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1874801.125000 Penalty: 4873.755859
	Iteration 8Q: 3 clusters Score -1874801 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1875031.875000 Penalty: 4873.755859
	Iteration 9Q: 3 clusters Score -1875032 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1875336.500000 Penalty: 4873.755859
	Iteration 10Q: 3 clusters Score -1875336 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1875599.250000 Penalty: 4873.755859
	Iteration 11Q: 3 clusters Score -1875599 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1875812.125000 Penalty: 4873.755859
	Iteration 12Q: 3 clusters Score -1875812 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1875933.250000 Penalty: 4873.755859
	Iteration 13Q: 3 clusters Score -1875933 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1875998.500000 Penalty: 4873.755859
	Iteration 14Q: 3 clusters Score -1875998 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1876044.750000 Penalty: 4873.755859
	Iteration 15Q: 3 clusters Score -1876045 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1876078.625000 Penalty: 4873.755859
	Iteration 16Q: 3 clusters Score -1876079 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1876109.000000 Penalty: 4873.755859
	Iteration 17Q: 3 clusters Score -1876109 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1876149.500000 Penalty: 4873.755859
	Iteration 18Q: 3 clusters Score -1876150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1876191.000000 Penalty: 4873.755859
	Iteration 19Q: 3 clusters Score -1876191 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1876241.125000 Penalty: 4873.755859
	Iteration 20F: 3 clusters Score -1876241 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1876290.375000 Penalty: 4873.755859
	Iteration 21Q: 3 clusters Score -1876290 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1876343.000000 Penalty: 4873.755859
	Iteration 22Q: 3 clusters Score -1876343 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1876413.125000 Penalty: 4873.755859
	Iteration 23Q: 3 clusters Score -1876413 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1876490.750000 Penalty: 4873.755859
	Iteration 24Q: 3 clusters Score -1876491 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1876550.000000 Penalty: 4873.755859
	Iteration 25Q: 3 clusters Score -1876550 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1876626.625000 Penalty: 4873.755859
	Iteration 26Q: 3 clusters Score -1876627 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1876723.875000 Penalty: 4873.755859
	Iteration 27Q: 3 clusters Score -1876724 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1876824.750000 Penalty: 4873.755859
	Iteration 28Q: 3 clusters Score -1876825 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1876913.500000 Penalty: 4873.755859
	Iteration 29Q: 3 clusters Score -1876914 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1877023.750000 Penalty: 4873.755859
	Iteration 30Q: 3 clusters Score -1877024 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1877142.625000 Penalty: 4873.755859
	Iteration 31Q: 3 clusters Score -1877143 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1877278.750000 Penalty: 4873.755859
	Iteration 32Q: 3 clusters Score -1877279 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1877393.625000 Penalty: 4873.755859
	Iteration 33Q: 3 clusters Score -1877394 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1877516.500000 Penalty: 4873.755859
	Iteration 34Q: 3 clusters Score -1877516 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1877636.875000 Penalty: 4873.755859
	Iteration 35Q: 3 clusters Score -1877637 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1877776.000000 Penalty: 4873.755859
	Iteration 36Q: 3 clusters Score -1877776 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1877952.375000 Penalty: 4873.755859
	Iteration 37Q: 3 clusters Score -1877952 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1878166.125000 Penalty: 4873.755859
	Iteration 38Q: 3 clusters Score -1878166 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1878453.000000 Penalty: 4873.755859
	Iteration 39Q: 3 clusters Score -1878453 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1878828.625000 Penalty: 4873.755859
	Iteration 40F: 3 clusters Score -1878829 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1879214.250000 Penalty: 4873.755859
	Iteration 41Q: 3 clusters Score -1879214 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1879548.000000 Penalty: 4873.755859
	Iteration 42Q: 3 clusters Score -1879548 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1879840.375000 Penalty: 4873.755859
	Iteration 43Q: 3 clusters Score -1879840 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1880159.750000 Penalty: 4873.755859
	Iteration 44Q: 3 clusters Score -1880160 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1880518.750000 Penalty: 4873.755859
	Iteration 45Q: 3 clusters Score -1880519 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1880889.250000 Penalty: 4873.755859
	Iteration 46Q: 3 clusters Score -1880889 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1881247.500000 Penalty: 4873.755859
	Iteration 47Q: 3 clusters Score -1881248 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1881602.500000 Penalty: 4873.755859
	Iteration 48Q: 3 clusters Score -1881602 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1881982.875000 Penalty: 4873.755859
	Iteration 49Q: 3 clusters Score -1881983 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1882488.750000 Penalty: 4873.755859
	Iteration 50Q: 3 clusters Score -1882489 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1882936.000000 Penalty: 4873.755859
	Iteration 51Q: 3 clusters Score -1882936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1883043.375000 Penalty: 4873.755859
	Iteration 52Q: 3 clusters Score -1883043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1883056.875000 Penalty: 4873.755859
	Iteration 53Q: 3 clusters Score -1883057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1883056.000000 Penalty: 4873.755859
	Iteration 54Q: 3 clusters Score -1883056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1883054.375000 Penalty: 4873.755859
	Iteration 55Q: 3 clusters Score -1883054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1883054.375000 Penalty: 4873.755859
	Iteration 56F: 3 clusters Score -1883054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Mstep: Class 29 contains 2503 members 
Entering Unmasked Estep 
Score: -138933968.000000 Penalty: 101201.781250
Splitting cluster 11 changes total score from -138858928.000000 to -138933968.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (50517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Entering Unmasked Estep 
Score: -5116312.500000 Penalty: 2685.855957
	Iteration 0F: 2 clusters Score -5116312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -5082435.500000 Penalty: 5371.711914
	Iteration 0F: 3 clusters Score -5082436 nChanged 23482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -5101310.500000 Penalty: 5371.711914
	Iteration 1F: 3 clusters Score -5101310 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5112659.500000 Penalty: 5371.711914
	Iteration 2F: 3 clusters Score -5112660 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5123721.000000 Penalty: 5371.711914
	Iteration 3F: 3 clusters Score -5123721 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -5128546.500000 Penalty: 5371.711914
	Iteration 4F: 3 clusters Score -5128546 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5129994.500000 Penalty: 5371.711914
	Iteration 5F: 3 clusters Score -5129994 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -5130457.000000 Penalty: 5371.711914
	Iteration 6Q: 3 clusters Score -5130457 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -5130702.500000 Penalty: 5371.711914
	Iteration 7Q: 3 clusters Score -5130702 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -5130878.000000 Penalty: 5371.711914
	Iteration 8Q: 3 clusters Score -5130878 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -5130986.000000 Penalty: 5371.711914
	Iteration 9Q: 3 clusters Score -5130986 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5131140.500000 Penalty: 5371.711914
	Iteration 10Q: 3 clusters Score -5131140 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -5131306.500000 Penalty: 5371.711914
	Iteration 11Q: 3 clusters Score -5131306 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -5131425.000000 Penalty: 5371.711914
	Iteration 12Q: 3 clusters Score -5131425 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -5131561.500000 Penalty: 5371.711914
	Iteration 13Q: 3 clusters Score -5131562 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -5131681.000000 Penalty: 5371.711914
	Iteration 14Q: 3 clusters Score -5131681 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -5131824.000000 Penalty: 5371.711914
	Iteration 15Q: 3 clusters Score -5131824 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -5131949.500000 Penalty: 5371.711914
	Iteration 16Q: 3 clusters Score -5131950 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5132045.500000 Penalty: 5371.711914
	Iteration 17Q: 3 clusters Score -5132046 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -5132116.500000 Penalty: 5371.711914
	Iteration 18Q: 3 clusters Score -5132116 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -5132213.500000 Penalty: 5371.711914
	Iteration 19Q: 3 clusters Score -5132214 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5132285.000000 Penalty: 5371.711914
	Iteration 20F: 3 clusters Score -5132285 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -5132345.500000 Penalty: 5371.711914
	Iteration 21Q: 3 clusters Score -5132346 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -5132391.500000 Penalty: 5371.711914
	Iteration 22Q: 3 clusters Score -5132392 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -5132429.500000 Penalty: 5371.711914
	Iteration 23Q: 3 clusters Score -5132430 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5132451.500000 Penalty: 5371.711914
	Iteration 24Q: 3 clusters Score -5132452 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -5132497.500000 Penalty: 5371.711914
	Iteration 25Q: 3 clusters Score -5132498 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -5132506.000000 Penalty: 5371.711914
	Iteration 26Q: 3 clusters Score -5132506 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -5132526.500000 Penalty: 5371.711914
	Iteration 27Q: 3 clusters Score -5132526 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -5132557.000000 Penalty: 5371.711914
	Iteration 28Q: 3 clusters Score -5132557 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -5132576.500000 Penalty: 5371.711914
	Iteration 29Q: 3 clusters Score -5132576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -5132599.500000 Penalty: 5371.711914
	Iteration 30Q: 3 clusters Score -5132600 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5132621.000000 Penalty: 5371.711914
	Iteration 31Q: 3 clusters Score -5132621 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5132626.500000 Penalty: 5371.711914
	Iteration 32Q: 3 clusters Score -5132626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -5132628.000000 Penalty: 5371.711914
	Iteration 33Q: 3 clusters Score -5132628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -5132641.000000 Penalty: 5371.711914
	Iteration 34Q: 3 clusters Score -5132641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -5132647.000000 Penalty: 5371.711914
	Iteration 35Q: 3 clusters Score -5132647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -5132653.000000 Penalty: 5371.711914
	Iteration 36Q: 3 clusters Score -5132653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -5132677.500000 Penalty: 5371.711914
	Iteration 37Q: 3 clusters Score -5132678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -5132675.500000 Penalty: 5371.711914
	Iteration 38Q: 3 clusters Score -5132676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -5132677.500000 Penalty: 5371.711914
	Iteration 39Q: 3 clusters Score -5132678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -5132689.000000 Penalty: 5371.711914
	Iteration 40F: 3 clusters Score -5132689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -5132692.000000 Penalty: 5371.711914
	Iteration 41Q: 3 clusters Score -5132692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -5132690.500000 Penalty: 5371.711914
	Iteration 42Q: 3 clusters Score -5132690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -5132688.000000 Penalty: 5371.711914
	Iteration 43Q: 3 clusters Score -5132688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -5132680.500000 Penalty: 5371.711914
	Iteration 44Q: 3 clusters Score -5132680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5132692.000000 Penalty: 5371.711914
	Iteration 45Q: 3 clusters Score -5132692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -5132692.000000 Penalty: 5371.711914
	Iteration 46Q: 3 clusters Score -5132692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -5132689.000000 Penalty: 5371.711914
	Iteration 47Q: 3 clusters Score -5132689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -5132695.500000 Penalty: 5371.711914
	Iteration 48Q: 3 clusters Score -5132696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -5132694.000000 Penalty: 5371.711914
	Iteration 49Q: 3 clusters Score -5132694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -5132692.000000 Penalty: 5371.711914
	Iteration 50Q: 3 clusters Score -5132692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5132687.000000 Penalty: 5371.711914
	Iteration 51Q: 3 clusters Score -5132687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -5132692.000000 Penalty: 5371.711914
	Iteration 52Q: 3 clusters Score -5132692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -5132691.000000 Penalty: 5371.711914
	Iteration 53Q: 3 clusters Score -5132691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5132689.500000 Penalty: 5371.711914
	Iteration 54Q: 3 clusters Score -5132690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5132689.500000 Penalty: 5371.711914
	Iteration 55F: 3 clusters Score -5132690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 30723 members 
Entering Unmasked Estep 
Score: -138948400.000000 Penalty: 104691.500000
Splitting cluster 12 changes total score from -138858928.000000 to -138948400.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (63224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Entering Unmasked Estep 
Score: -7137939.000000 Penalty: 2741.500977
	Iteration 0F: 2 clusters Score -7137939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -7095330.000000 Penalty: 5483.001953
	Iteration 0F: 3 clusters Score -7095330 nChanged 29500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -7112140.000000 Penalty: 5483.001953
	Iteration 1F: 3 clusters Score -7112140 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -7113221.500000 Penalty: 5483.001953
	Iteration 2Q: 3 clusters Score -7113222 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -7114767.500000 Penalty: 5483.001953
	Iteration 3Q: 3 clusters Score -7114768 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7117048.500000 Penalty: 5483.001953
	Iteration 4F: 3 clusters Score -7117048 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -7119838.500000 Penalty: 5483.001953
	Iteration 5F: 3 clusters Score -7119838 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -7122816.500000 Penalty: 5483.001953
	Iteration 6F: 3 clusters Score -7122816 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -7125992.000000 Penalty: 5483.001953
	Iteration 7F: 3 clusters Score -7125992 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -7129195.500000 Penalty: 5483.001953
	Iteration 8F: 3 clusters Score -7129196 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -7131888.500000 Penalty: 5483.001953
	Iteration 9F: 3 clusters Score -7131888 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -7133761.500000 Penalty: 5483.001953
	Iteration 10Q: 3 clusters Score -7133762 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -7134762.500000 Penalty: 5483.001953
	Iteration 11Q: 3 clusters Score -7134762 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -7135287.000000 Penalty: 5483.001953
	Iteration 12Q: 3 clusters Score -7135287 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -7135625.500000 Penalty: 5483.001953
	Iteration 13Q: 3 clusters Score -7135626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -7135747.000000 Penalty: 5483.001953
	Iteration 14Q: 3 clusters Score -7135747 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -7135842.000000 Penalty: 5483.001953
	Iteration 15Q: 3 clusters Score -7135842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -7135902.000000 Penalty: 5483.001953
	Iteration 16Q: 3 clusters Score -7135902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -7135934.000000 Penalty: 5483.001953
	Iteration 17Q: 3 clusters Score -7135934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -7135965.000000 Penalty: 5483.001953
	Iteration 18Q: 3 clusters Score -7135965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -7135993.500000 Penalty: 5483.001953
	Iteration 19Q: 3 clusters Score -7135994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -7136015.500000 Penalty: 5483.001953
	Iteration 20F: 3 clusters Score -7136016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -7136027.000000 Penalty: 5483.001953
	Iteration 21Q: 3 clusters Score -7136027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -7136024.000000 Penalty: 5483.001953
	Iteration 22Q: 3 clusters Score -7136024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -7136035.500000 Penalty: 5483.001953
	Iteration 23Q: 3 clusters Score -7136036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -7136045.000000 Penalty: 5483.001953
	Iteration 24Q: 3 clusters Score -7136045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -7136045.500000 Penalty: 5483.001953
	Iteration 25Q: 3 clusters Score -7136046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -7136051.000000 Penalty: 5483.001953
	Iteration 26Q: 3 clusters Score -7136051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -7136053.000000 Penalty: 5483.001953
	Iteration 27Q: 3 clusters Score -7136053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -7136058.000000 Penalty: 5483.001953
	Iteration 28Q: 3 clusters Score -7136058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -7136062.500000 Penalty: 5483.001953
	Iteration 29Q: 3 clusters Score -7136062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -7136070.000000 Penalty: 5483.001953
	Iteration 30Q: 3 clusters Score -7136070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -7136061.500000 Penalty: 5483.001953
	Iteration 31Q: 3 clusters Score -7136062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -7136070.500000 Penalty: 5483.001953
	Iteration 32Q: 3 clusters Score -7136070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -7136074.000000 Penalty: 5483.001953
	Iteration 33Q: 3 clusters Score -7136074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -7136080.500000 Penalty: 5483.001953
	Iteration 34Q: 3 clusters Score -7136080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -7136076.500000 Penalty: 5483.001953
	Iteration 35Q: 3 clusters Score -7136076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -7136073.000000 Penalty: 5483.001953
	Iteration 36Q: 3 clusters Score -7136073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -7136072.000000 Penalty: 5483.001953
	Iteration 37Q: 3 clusters Score -7136072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -7136072.000000 Penalty: 5483.001953
	Iteration 38F: 3 clusters Score -7136072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Entering Unmasked Estep 
Score: -5625809.000000 Penalty: 2689.752930
	Iteration 0F: 2 clusters Score -5625809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -5591435.000000 Penalty: 5379.505859
	Iteration 0F: 3 clusters Score -5591435 nChanged 23713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5606084.500000 Penalty: 5379.505859
	Iteration 1F: 3 clusters Score -5606084 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5609838.500000 Penalty: 5379.505859
	Iteration 2F: 3 clusters Score -5609838 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -5615393.500000 Penalty: 5379.505859
	Iteration 3F: 3 clusters Score -5615394 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5620361.500000 Penalty: 5379.505859
	Iteration 4F: 3 clusters Score -5620362 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5623098.000000 Penalty: 5379.505859
	Iteration 5F: 3 clusters Score -5623098 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -5624422.000000 Penalty: 5379.505859
	Iteration 6Q: 3 clusters Score -5624422 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -5625672.000000 Penalty: 5379.505859
	Iteration 7Q: 3 clusters Score -5625672 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -5627809.500000 Penalty: 5379.505859
	Iteration 8Q: 3 clusters Score -5627810 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -5630084.500000 Penalty: 5379.505859
	Iteration 9Q: 3 clusters Score -5630084 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -5631433.500000 Penalty: 5379.505859
	Iteration 10Q: 3 clusters Score -5631434 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -5632319.000000 Penalty: 5379.505859
	Iteration 11Q: 3 clusters Score -5632319 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5632827.500000 Penalty: 5379.505859
	Iteration 12Q: 3 clusters Score -5632828 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -5633192.500000 Penalty: 5379.505859
	Iteration 13Q: 3 clusters Score -5633192 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -5633397.500000 Penalty: 5379.505859
	Iteration 14Q: 3 clusters Score -5633398 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -5633475.000000 Penalty: 5379.505859
	Iteration 15Q: 3 clusters Score -5633475 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5633532.500000 Penalty: 5379.505859
	Iteration 16Q: 3 clusters Score -5633532 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -5633563.000000 Penalty: 5379.505859
	Iteration 17Q: 3 clusters Score -5633563 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -5633600.000000 Penalty: 5379.505859
	Iteration 18Q: 3 clusters Score -5633600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -5633616.000000 Penalty: 5379.505859
	Iteration 19Q: 3 clusters Score -5633616 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -5633625.500000 Penalty: 5379.505859
	Iteration 20F: 3 clusters Score -5633626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5633599.000000 Penalty: 5379.505859
	Iteration 21Q: 3 clusters Score -5633599 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -5633607.000000 Penalty: 5379.505859
	Iteration 22Q: 3 clusters Score -5633607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -5633630.000000 Penalty: 5379.505859
	Iteration 23Q: 3 clusters Score -5633630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -5633634.000000 Penalty: 5379.505859
	Iteration 24Q: 3 clusters Score -5633634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -5633614.000000 Penalty: 5379.505859
	Iteration 25Q: 3 clusters Score -5633614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -5633613.500000 Penalty: 5379.505859
	Iteration 26Q: 3 clusters Score -5633614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -5633613.500000 Penalty: 5379.505859
	Iteration 27Q: 3 clusters Score -5633614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -5633627.500000 Penalty: 5379.505859
	Iteration 28Q: 3 clusters Score -5633628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -5633626.500000 Penalty: 5379.505859
	Iteration 29Q: 3 clusters Score -5633626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -5633642.000000 Penalty: 5379.505859
	Iteration 30Q: 3 clusters Score -5633642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -5633632.500000 Penalty: 5379.505859
	Iteration 31Q: 3 clusters Score -5633632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -5633646.000000 Penalty: 5379.505859
	Iteration 32Q: 3 clusters Score -5633646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -5633649.000000 Penalty: 5379.505859
	Iteration 33Q: 3 clusters Score -5633649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5633642.500000 Penalty: 5379.505859
	Iteration 34Q: 3 clusters Score -5633642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -5633651.500000 Penalty: 5379.505859
	Iteration 35Q: 3 clusters Score -5633652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -5633649.500000 Penalty: 5379.505859
	Iteration 36Q: 3 clusters Score -5633650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -5633659.000000 Penalty: 5379.505859
	Iteration 37Q: 3 clusters Score -5633659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -5633653.000000 Penalty: 5379.505859
	Iteration 38Q: 3 clusters Score -5633653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -5633640.000000 Penalty: 5379.505859
	Iteration 39Q: 3 clusters Score -5633640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -5633650.000000 Penalty: 5379.505859
	Iteration 40F: 3 clusters Score -5633650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -5633637.000000 Penalty: 5379.505859
	Iteration 41Q: 3 clusters Score -5633637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -5633640.500000 Penalty: 5379.505859
	Iteration 42Q: 3 clusters Score -5633640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -5633646.500000 Penalty: 5379.505859
	Iteration 43Q: 3 clusters Score -5633646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5633645.500000 Penalty: 5379.505859
	Iteration 44Q: 3 clusters Score -5633646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -5633646.000000 Penalty: 5379.505859
	Iteration 45Q: 3 clusters Score -5633646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -5633642.000000 Penalty: 5379.505859
	Iteration 46Q: 3 clusters Score -5633642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -5633644.000000 Penalty: 5379.505859
	Iteration 47Q: 3 clusters Score -5633644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -5633650.500000 Penalty: 5379.505859
	Iteration 48Q: 3 clusters Score -5633650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -5633650.500000 Penalty: 5379.505859
	Iteration 49F: 3 clusters Score -5633650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 111751 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 30723 members 
Mstep: Class 31 contains 16255 members 
Entering Unmasked Estep 
Score: -138955392.000000 Penalty: 108181.210938
Splitting cluster 14 changes total score from -138858928.000000 to -138955392.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (221672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221672 members 
Entering Unmasked Estep 
Score: -25407766.000000 Penalty: 3052.620605
	Iteration 0F: 2 clusters Score -2.540777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -25282344.000000 Penalty: 6105.241211
	Iteration 0F: 3 clusters Score -2.528234e+07 nChanged 106951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 112804 members 
Entering Unmasked Estep 
Score: -25346006.000000 Penalty: 6105.241211
	Iteration 1F: 3 clusters Score -2.534601e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -25348166.000000 Penalty: 6105.241211
	Iteration 2Q: 3 clusters Score -2.534817e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 118071 members 
Entering Unmasked Estep 
Score: -25351278.000000 Penalty: 6105.241211
	Iteration 3Q: 3 clusters Score -2.535128e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 123179 members 
Entering Unmasked Estep 
Score: -25356226.000000 Penalty: 6105.241211
	Iteration 4F: 3 clusters Score -2.535623e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 130568 members 
Entering Unmasked Estep 
Score: -25363014.000000 Penalty: 6105.241211
	Iteration 5F: 3 clusters Score -2.536301e+07 nChanged 14893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -25371294.000000 Penalty: 6105.241211
	Iteration 6F: 3 clusters Score -2.537129e+07 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 151097 members 
Entering Unmasked Estep 
Score: -25379842.000000 Penalty: 6105.241211
	Iteration 7F: 3 clusters Score -2.537984e+07 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -25386720.000000 Penalty: 6105.241211
	Iteration 8F: 3 clusters Score -2.538672e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -25389978.000000 Penalty: 6105.241211
	Iteration 9F: 3 clusters Score -2.538998e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -25391898.000000 Penalty: 6105.241211
	Iteration 10Q: 3 clusters Score -2.53919e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 193780 members 
Entering Unmasked Estep 
Score: -25393908.000000 Penalty: 6105.241211
	Iteration 11Q: 3 clusters Score -2.539391e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 201421 members 
Entering Unmasked Estep 
Score: -25396224.000000 Penalty: 6105.241211
	Iteration 12Q: 3 clusters Score -2.539622e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 207619 members 
Entering Unmasked Estep 
Score: -25398728.000000 Penalty: 6105.241211
	Iteration 13Q: 3 clusters Score -2.539873e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 212230 members 
Entering Unmasked Estep 
Score: -25401088.000000 Penalty: 6105.241211
	Iteration 14Q: 3 clusters Score -2.540109e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 215425 members 
Entering Unmasked Estep 
Score: -25402796.000000 Penalty: 6105.241211
	Iteration 15Q: 3 clusters Score -2.54028e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 217412 members 
Entering Unmasked Estep 
Score: -25403842.000000 Penalty: 6105.241211
	Iteration 16Q: 3 clusters Score -2.540384e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 218608 members 
Entering Unmasked Estep 
Score: -25404484.000000 Penalty: 6105.241211
	Iteration 17Q: 3 clusters Score -2.540448e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 219289 members 
Entering Unmasked Estep 
Score: -25404840.000000 Penalty: 6105.241211
	Iteration 18Q: 3 clusters Score -2.540484e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 219716 members 
Entering Unmasked Estep 
Score: -25405036.000000 Penalty: 6105.241211
	Iteration 19Q: 3 clusters Score -2.540504e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 219984 members 
Entering Unmasked Estep 
Score: -25405156.000000 Penalty: 6105.241211
	Iteration 20F: 3 clusters Score -2.540516e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 220164 members 
Entering Unmasked Estep 
Score: -25405266.000000 Penalty: 6105.241211
	Iteration 21Q: 3 clusters Score -2.540527e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 220285 members 
Entering Unmasked Estep 
Score: -25405378.000000 Penalty: 6105.241211
	Iteration 22Q: 3 clusters Score -2.540538e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 220371 members 
Entering Unmasked Estep 
Score: -25405432.000000 Penalty: 6105.241211
	Iteration 23Q: 3 clusters Score -2.540543e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 220416 members 
Entering Unmasked Estep 
Score: -25405472.000000 Penalty: 6105.241211
	Iteration 24Q: 3 clusters Score -2.540547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 220459 members 
Entering Unmasked Estep 
Score: -25405504.000000 Penalty: 6105.241211
	Iteration 25Q: 3 clusters Score -2.54055e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 220488 members 
Entering Unmasked Estep 
Score: -25405500.000000 Penalty: 6105.241211
	Iteration 26Q: 3 clusters Score -2.54055e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 220516 members 
Entering Unmasked Estep 
Score: -25405548.000000 Penalty: 6105.241211
	Iteration 27Q: 3 clusters Score -2.540555e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 220536 members 
Entering Unmasked Estep 
Score: -25405594.000000 Penalty: 6105.241211
	Iteration 28Q: 3 clusters Score -2.540559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 220556 members 
Entering Unmasked Estep 
Score: -25405606.000000 Penalty: 6105.241211
	Iteration 29Q: 3 clusters Score -2.540561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 220567 members 
Entering Unmasked Estep 
Score: -25405616.000000 Penalty: 6105.241211
	Iteration 30Q: 3 clusters Score -2.540562e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 220584 members 
Entering Unmasked Estep 
Score: -25405602.000000 Penalty: 6105.241211
	Iteration 31Q: 3 clusters Score -2.54056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 220598 members 
Entering Unmasked Estep 
Score: -25405628.000000 Penalty: 6105.241211
	Iteration 32Q: 3 clusters Score -2.540563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 220608 members 
Entering Unmasked Estep 
Score: -25405620.000000 Penalty: 6105.241211
	Iteration 33Q: 3 clusters Score -2.540562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 220611 members 
Entering Unmasked Estep 
Score: -25405636.000000 Penalty: 6105.241211
	Iteration 34Q: 3 clusters Score -2.540564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 220610 members 
Entering Unmasked Estep 
Score: -25405640.000000 Penalty: 6105.241211
	Iteration 35Q: 3 clusters Score -2.540564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 220612 members 
Entering Unmasked Estep 
Score: -25405652.000000 Penalty: 6105.241211
	Iteration 36Q: 3 clusters Score -2.540565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 220616 members 
Entering Unmasked Estep 
Score: -25405654.000000 Penalty: 6105.241211
	Iteration 37Q: 3 clusters Score -2.540565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 220620 members 
Entering Unmasked Estep 
Score: -25405648.000000 Penalty: 6105.241211
	Iteration 38Q: 3 clusters Score -2.540565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 220622 members 
Entering Unmasked Estep 
Score: -25405630.000000 Penalty: 6105.241211
	Iteration 39Q: 3 clusters Score -2.540563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 220620 members 
Entering Unmasked Estep 
Score: -25405642.000000 Penalty: 6105.241211
	Iteration 40F: 3 clusters Score -2.540564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 220623 members 
Entering Unmasked Estep 
Score: -25405644.000000 Penalty: 6105.241211
	Iteration 41Q: 3 clusters Score -2.540564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 220628 members 
Entering Unmasked Estep 
Score: -25405642.000000 Penalty: 6105.241211
	Iteration 42Q: 3 clusters Score -2.540564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 220627 members 
Entering Unmasked Estep 
Score: -25405654.000000 Penalty: 6105.241211
	Iteration 43Q: 3 clusters Score -2.540565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 220629 members 
Entering Unmasked Estep 
Score: -25405670.000000 Penalty: 6105.241211
	Iteration 44Q: 3 clusters Score -2.540567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 220631 members 
Entering Unmasked Estep 
Score: -25405664.000000 Penalty: 6105.241211
	Iteration 45Q: 3 clusters Score -2.540566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 220632 members 
Entering Unmasked Estep 
Score: -25405660.000000 Penalty: 6105.241211
	Iteration 46Q: 3 clusters Score -2.540566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 220632 members 
Entering Unmasked Estep 
Score: -25405660.000000 Penalty: 6105.241211
	Iteration 47F: 3 clusters Score -2.540566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (111751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Entering Unmasked Estep 
Score: -12536098.000000 Penalty: 2882.759033
	Iteration 0F: 2 clusters Score -1.25361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -12461294.000000 Penalty: 5765.518066
	Iteration 0F: 3 clusters Score -1.246129e+07 nChanged 52939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -12493863.000000 Penalty: 5765.518066
	Iteration 1F: 3 clusters Score -1.249386e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -12498470.000000 Penalty: 5765.518066
	Iteration 2F: 3 clusters Score -1.249847e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -12506464.000000 Penalty: 5765.518066
	Iteration 3F: 3 clusters Score -1.250646e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -12518824.000000 Penalty: 5765.518066
	Iteration 4F: 3 clusters Score -1.251882e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -12532553.000000 Penalty: 5765.518066
	Iteration 5F: 3 clusters Score -1.253255e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -12543764.000000 Penalty: 5765.518066
	Iteration 6F: 3 clusters Score -1.254376e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -12553490.000000 Penalty: 5765.518066
	Iteration 7F: 3 clusters Score -1.255349e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -12562957.000000 Penalty: 5765.518066
	Iteration 8Q: 3 clusters Score -1.256296e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -12569126.000000 Penalty: 5765.518066
	Iteration 9Q: 3 clusters Score -1.256913e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -12570711.000000 Penalty: 5765.518066
	Iteration 10Q: 3 clusters Score -1.257071e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -12571064.000000 Penalty: 5765.518066
	Iteration 11Q: 3 clusters Score -1.257106e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -12571232.000000 Penalty: 5765.518066
	Iteration 12Q: 3 clusters Score -1.257123e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -12571318.000000 Penalty: 5765.518066
	Iteration 13Q: 3 clusters Score -1.257132e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -12571341.000000 Penalty: 5765.518066
	Iteration 14Q: 3 clusters Score -1.257134e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -12571389.000000 Penalty: 5765.518066
	Iteration 15Q: 3 clusters Score -1.257139e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -12571407.000000 Penalty: 5765.518066
	Iteration 16Q: 3 clusters Score -1.257141e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -12571400.000000 Penalty: 5765.518066
	Iteration 17Q: 3 clusters Score -1.25714e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -12571399.000000 Penalty: 5765.518066
	Iteration 18Q: 3 clusters Score -1.25714e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -12571401.000000 Penalty: 5765.518066
	Iteration 19Q: 3 clusters Score -1.25714e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -12571406.000000 Penalty: 5765.518066
	Iteration 20F: 3 clusters Score -1.257141e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -12571407.000000 Penalty: 5765.518066
	Iteration 21Q: 3 clusters Score -1.257141e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -12571421.000000 Penalty: 5765.518066
	Iteration 22Q: 3 clusters Score -1.257142e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -12571428.000000 Penalty: 5765.518066
	Iteration 23Q: 3 clusters Score -1.257143e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -12571429.000000 Penalty: 5765.518066
	Iteration 24Q: 3 clusters Score -1.257143e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -12571436.000000 Penalty: 5765.518066
	Iteration 25Q: 3 clusters Score -1.257144e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -12571440.000000 Penalty: 5765.518066
	Iteration 26Q: 3 clusters Score -1.257144e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -12571443.000000 Penalty: 5765.518066
	Iteration 27Q: 3 clusters Score -1.257144e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -12571445.000000 Penalty: 5765.518066
	Iteration 28Q: 3 clusters Score -1.257144e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -12571458.000000 Penalty: 5765.518066
	Iteration 29Q: 3 clusters Score -1.257146e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -12571449.000000 Penalty: 5765.518066
	Iteration 30Q: 3 clusters Score -1.257145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -12571447.000000 Penalty: 5765.518066
	Iteration 31Q: 3 clusters Score -1.257145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -12571450.000000 Penalty: 5765.518066
	Iteration 32Q: 3 clusters Score -1.257145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -12571447.000000 Penalty: 5765.518066
	Iteration 33Q: 3 clusters Score -1.257145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -12571442.000000 Penalty: 5765.518066
	Iteration 34Q: 3 clusters Score -1.257144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -12571430.000000 Penalty: 5765.518066
	Iteration 35Q: 3 clusters Score -1.257143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -12571449.000000 Penalty: 5765.518066
	Iteration 36Q: 3 clusters Score -1.257145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -12571455.000000 Penalty: 5765.518066
	Iteration 37Q: 3 clusters Score -1.257146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -12571460.000000 Penalty: 5765.518066
	Iteration 38Q: 3 clusters Score -1.257146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -12571453.000000 Penalty: 5765.518066
	Iteration 39Q: 3 clusters Score -1.257145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -12571467.000000 Penalty: 5765.518066
	Iteration 40F: 3 clusters Score -1.257147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -12571470.000000 Penalty: 5765.518066
	Iteration 41Q: 3 clusters Score -1.257147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -12571470.000000 Penalty: 5765.518066
	Iteration 42F: 3 clusters Score -1.257147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 60560 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 30723 members 
Mstep: Class 31 contains 16255 members 
Mstep: Class 32 contains 51191 members 
Entering Unmasked Estep 
Score: -138988400.000000 Penalty: 111670.929688
Splitting cluster 16 changes total score from -138858928.000000 to -138988400.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (79171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Entering Unmasked Estep 
Score: -8293939.500000 Penalty: 2797.282715
	Iteration 0F: 2 clusters Score -8293940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -8240929.000000 Penalty: 5594.565430
	Iteration 0F: 3 clusters Score -8240929 nChanged 37155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -8263118.000000 Penalty: 5594.565430
	Iteration 1F: 3 clusters Score -8263118 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -8266167.500000 Penalty: 5594.565430
	Iteration 2F: 3 clusters Score -8266168 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -8270266.500000 Penalty: 5594.565430
	Iteration 3F: 3 clusters Score -8270266 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -8274954.500000 Penalty: 5594.565430
	Iteration 4F: 3 clusters Score -8274954 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -8279404.500000 Penalty: 5594.565430
	Iteration 5F: 3 clusters Score -8279404 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -8282678.000000 Penalty: 5594.565430
	Iteration 6F: 3 clusters Score -8282678 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -8284858.500000 Penalty: 5594.565430
	Iteration 7F: 3 clusters Score -8284858 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -8286018.500000 Penalty: 5594.565430
	Iteration 8Q: 3 clusters Score -8286018 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -8286755.000000 Penalty: 5594.565430
	Iteration 9Q: 3 clusters Score -8286755 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -8287272.000000 Penalty: 5594.565430
	Iteration 10Q: 3 clusters Score -8287272 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -8287686.000000 Penalty: 5594.565430
	Iteration 11Q: 3 clusters Score -8287686 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -8288190.500000 Penalty: 5594.565430
	Iteration 12Q: 3 clusters Score -8288190 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -8288599.500000 Penalty: 5594.565430
	Iteration 13Q: 3 clusters Score -8288600 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -8289061.500000 Penalty: 5594.565430
	Iteration 14Q: 3 clusters Score -8289062 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -8289494.000000 Penalty: 5594.565430
	Iteration 15Q: 3 clusters Score -8289494 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -8289932.500000 Penalty: 5594.565430
	Iteration 16Q: 3 clusters Score -8289932 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -8290433.500000 Penalty: 5594.565430
	Iteration 17Q: 3 clusters Score -8290434 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -8290834.000000 Penalty: 5594.565430
	Iteration 18Q: 3 clusters Score -8290834 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -8291189.500000 Penalty: 5594.565430
	Iteration 19Q: 3 clusters Score -8291190 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -8291512.500000 Penalty: 5594.565430
	Iteration 20F: 3 clusters Score -8291512 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -8291751.500000 Penalty: 5594.565430
	Iteration 21Q: 3 clusters Score -8291752 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -8292028.500000 Penalty: 5594.565430
	Iteration 22Q: 3 clusters Score -8292028 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -8292238.000000 Penalty: 5594.565430
	Iteration 23Q: 3 clusters Score -8292238 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -8292451.000000 Penalty: 5594.565430
	Iteration 24Q: 3 clusters Score -8292451 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -8292711.500000 Penalty: 5594.565430
	Iteration 25Q: 3 clusters Score -8292712 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -8292980.500000 Penalty: 5594.565430
	Iteration 26Q: 3 clusters Score -8292980 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -8293167.000000 Penalty: 5594.565430
	Iteration 27Q: 3 clusters Score -8293167 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -8293387.500000 Penalty: 5594.565430
	Iteration 28Q: 3 clusters Score -8293388 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -8293617.000000 Penalty: 5594.565430
	Iteration 29Q: 3 clusters Score -8293617 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -8293779.000000 Penalty: 5594.565430
	Iteration 30Q: 3 clusters Score -8293779 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -8293875.000000 Penalty: 5594.565430
	Iteration 31Q: 3 clusters Score -8293875 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -8293991.000000 Penalty: 5594.565430
	Iteration 32Q: 3 clusters Score -8293991 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8294121.000000 Penalty: 5594.565430
	Iteration 33Q: 3 clusters Score -8294121 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -8294216.500000 Penalty: 5594.565430
	Iteration 34Q: 3 clusters Score -8294216 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -8294322.500000 Penalty: 5594.565430
	Iteration 35Q: 3 clusters Score -8294322 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -8294422.500000 Penalty: 5594.565430
	Iteration 36Q: 3 clusters Score -8294422 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -8294475.000000 Penalty: 5594.565430
	Iteration 37Q: 3 clusters Score -8294475 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -8294496.500000 Penalty: 5594.565430
	Iteration 38Q: 3 clusters Score -8294496 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -8294596.500000 Penalty: 5594.565430
	Iteration 39Q: 3 clusters Score -8294596 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -8294651.000000 Penalty: 5594.565430
	Iteration 40F: 3 clusters Score -8294651 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -8294704.500000 Penalty: 5594.565430
	Iteration 41Q: 3 clusters Score -8294704 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -8294752.000000 Penalty: 5594.565430
	Iteration 42Q: 3 clusters Score -8294752 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -8294777.500000 Penalty: 5594.565430
	Iteration 43Q: 3 clusters Score -8294778 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -8294803.000000 Penalty: 5594.565430
	Iteration 44Q: 3 clusters Score -8294803 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -8294838.000000 Penalty: 5594.565430
	Iteration 45Q: 3 clusters Score -8294838 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -8294868.500000 Penalty: 5594.565430
	Iteration 46Q: 3 clusters Score -8294868 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -8294902.500000 Penalty: 5594.565430
	Iteration 47Q: 3 clusters Score -8294902 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -8294953.500000 Penalty: 5594.565430
	Iteration 48Q: 3 clusters Score -8294954 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -8295001.000000 Penalty: 5594.565430
	Iteration 49Q: 3 clusters Score -8295001 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -8295061.000000 Penalty: 5594.565430
	Iteration 50Q: 3 clusters Score -8295061 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -8295082.000000 Penalty: 5594.565430
	Iteration 51Q: 3 clusters Score -8295082 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -8295115.500000 Penalty: 5594.565430
	Iteration 52Q: 3 clusters Score -8295116 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -8295161.000000 Penalty: 5594.565430
	Iteration 53Q: 3 clusters Score -8295161 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8295182.500000 Penalty: 5594.565430
	Iteration 54Q: 3 clusters Score -8295182 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -8295194.000000 Penalty: 5594.565430
	Iteration 55Q: 3 clusters Score -8295194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -8295202.000000 Penalty: 5594.565430
	Iteration 56Q: 3 clusters Score -8295202 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -8295237.500000 Penalty: 5594.565430
	Iteration 57Q: 3 clusters Score -8295238 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -8295309.000000 Penalty: 5594.565430
	Iteration 58Q: 3 clusters Score -8295309 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -8295362.000000 Penalty: 5594.565430
	Iteration 59Q: 3 clusters Score -8295362 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -8295397.500000 Penalty: 5594.565430
	Iteration 60F: 3 clusters Score -8295398 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -8295419.500000 Penalty: 5594.565430
	Iteration 61Q: 3 clusters Score -8295420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -8295436.000000 Penalty: 5594.565430
	Iteration 62Q: 3 clusters Score -8295436 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -8295468.500000 Penalty: 5594.565430
	Iteration 63Q: 3 clusters Score -8295468 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -8295502.500000 Penalty: 5594.565430
	Iteration 64Q: 3 clusters Score -8295502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -8295527.500000 Penalty: 5594.565430
	Iteration 65Q: 3 clusters Score -8295528 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -8295538.500000 Penalty: 5594.565430
	Iteration 66Q: 3 clusters Score -8295538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -8295517.500000 Penalty: 5594.565430
	Iteration 67Q: 3 clusters Score -8295518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -8295532.000000 Penalty: 5594.565430
	Iteration 68Q: 3 clusters Score -8295532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -8295528.500000 Penalty: 5594.565430
	Iteration 69Q: 3 clusters Score -8295528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -8295550.000000 Penalty: 5594.565430
	Iteration 70Q: 3 clusters Score -8295550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -8295551.000000 Penalty: 5594.565430
	Iteration 71Q: 3 clusters Score -8295551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -8295573.500000 Penalty: 5594.565430
	Iteration 72Q: 3 clusters Score -8295574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -8295581.000000 Penalty: 5594.565430
	Iteration 73Q: 3 clusters Score -8295581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -8295570.000000 Penalty: 5594.565430
	Iteration 74Q: 3 clusters Score -8295570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -8295569.000000 Penalty: 5594.565430
	Iteration 75Q: 3 clusters Score -8295569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -8295581.500000 Penalty: 5594.565430
	Iteration 76Q: 3 clusters Score -8295582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -8295577.000000 Penalty: 5594.565430
	Iteration 77Q: 3 clusters Score -8295577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -8295583.500000 Penalty: 5594.565430
	Iteration 78Q: 3 clusters Score -8295584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -8295593.000000 Penalty: 5594.565430
	Iteration 79Q: 3 clusters Score -8295593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -8295591.000000 Penalty: 5594.565430
	Iteration 80F: 3 clusters Score -8295591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -8295579.500000 Penalty: 5594.565430
	Iteration 81Q: 3 clusters Score -8295580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -8295588.000000 Penalty: 5594.565430
	Iteration 82Q: 3 clusters Score -8295588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -8295603.000000 Penalty: 5594.565430
	Iteration 83Q: 3 clusters Score -8295603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -8295604.500000 Penalty: 5594.565430
	Iteration 84Q: 3 clusters Score -8295604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -8295606.000000 Penalty: 5594.565430
	Iteration 85Q: 3 clusters Score -8295606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -8295611.000000 Penalty: 5594.565430
	Iteration 86Q: 3 clusters Score -8295611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -8295616.500000 Penalty: 5594.565430
	Iteration 87Q: 3 clusters Score -8295616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -8295619.500000 Penalty: 5594.565430
	Iteration 88Q: 3 clusters Score -8295620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8295625.500000 Penalty: 5594.565430
	Iteration 89Q: 3 clusters Score -8295626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -8295628.500000 Penalty: 5594.565430
	Iteration 90Q: 3 clusters Score -8295628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -8295630.500000 Penalty: 5594.565430
	Iteration 91Q: 3 clusters Score -8295630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -8295624.000000 Penalty: 5594.565430
	Iteration 92Q: 3 clusters Score -8295624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -8295635.500000 Penalty: 5594.565430
	Iteration 93Q: 3 clusters Score -8295636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -8295635.000000 Penalty: 5594.565430
	Iteration 94Q: 3 clusters Score -8295635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -8295642.500000 Penalty: 5594.565430
	Iteration 95Q: 3 clusters Score -8295642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -8295638.500000 Penalty: 5594.565430
	Iteration 96Q: 3 clusters Score -8295638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -8295637.500000 Penalty: 5594.565430
	Iteration 97Q: 3 clusters Score -8295638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -8295640.000000 Penalty: 5594.565430
	Iteration 98Q: 3 clusters Score -8295640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -8295641.500000 Penalty: 5594.565430
	Iteration 99Q: 3 clusters Score -8295642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -8295649.500000 Penalty: 5594.565430
	Iteration 100F: 3 clusters Score -8295650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -8295650.000000 Penalty: 5594.565430
	Iteration 101Q: 3 clusters Score -8295650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -8295654.500000 Penalty: 5594.565430
	Iteration 102Q: 3 clusters Score -8295654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -8295657.500000 Penalty: 5594.565430
	Iteration 103Q: 3 clusters Score -8295658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -8295650.000000 Penalty: 5594.565430
	Iteration 104Q: 3 clusters Score -8295650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -8295649.500000 Penalty: 5594.565430
	Iteration 105Q: 3 clusters Score -8295650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -8295649.500000 Penalty: 5594.565430
	Iteration 106F: 3 clusters Score -8295650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 60560 members 
Mstep: Class 17 contains 71626 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 30723 members 
Mstep: Class 31 contains 16255 members 
Mstep: Class 32 contains 51191 members 
Mstep: Class 33 contains 7545 members 
Entering Unmasked Estep 
Score: -138989664.000000 Penalty: 115160.648438
Splitting cluster 17 changes total score from -138858928.000000 to -138989664.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (73184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Entering Unmasked Estep 
Score: -8096376.500000 Penalty: 2777.781494
	Iteration 0F: 2 clusters Score -8096376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -8047564.000000 Penalty: 5555.562988
	Iteration 0F: 3 clusters Score -8047564 nChanged 34074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -8069926.000000 Penalty: 5555.562988
	Iteration 1F: 3 clusters Score -8069926 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -8074969.000000 Penalty: 5555.562988
	Iteration 2F: 3 clusters Score -8074969 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -8082257.000000 Penalty: 5555.562988
	Iteration 3F: 3 clusters Score -8082257 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -8090648.000000 Penalty: 5555.562988
	Iteration 4F: 3 clusters Score -8090648 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -8097913.000000 Penalty: 5555.562988
	Iteration 5F: 3 clusters Score -8097913 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -8102607.000000 Penalty: 5555.562988
	Iteration 6F: 3 clusters Score -8102607 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8105122.000000 Penalty: 5555.562988
	Iteration 7F: 3 clusters Score -8105122 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -8106507.000000 Penalty: 5555.562988
	Iteration 8Q: 3 clusters Score -8106507 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -8107443.000000 Penalty: 5555.562988
	Iteration 9Q: 3 clusters Score -8107443 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -8108187.500000 Penalty: 5555.562988
	Iteration 10Q: 3 clusters Score -8108188 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -8108795.000000 Penalty: 5555.562988
	Iteration 11Q: 3 clusters Score -8108795 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -8109385.500000 Penalty: 5555.562988
	Iteration 12Q: 3 clusters Score -8109386 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -8109823.500000 Penalty: 5555.562988
	Iteration 13Q: 3 clusters Score -8109824 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -8110258.500000 Penalty: 5555.562988
	Iteration 14Q: 3 clusters Score -8110258 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -8110610.000000 Penalty: 5555.562988
	Iteration 15Q: 3 clusters Score -8110610 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -8111034.000000 Penalty: 5555.562988
	Iteration 16Q: 3 clusters Score -8111034 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -8111370.500000 Penalty: 5555.562988
	Iteration 17Q: 3 clusters Score -8111370 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -8111743.000000 Penalty: 5555.562988
	Iteration 18Q: 3 clusters Score -8111743 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -8112057.000000 Penalty: 5555.562988
	Iteration 19Q: 3 clusters Score -8112057 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -8112363.000000 Penalty: 5555.562988
	Iteration 20F: 3 clusters Score -8112363 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -8112639.500000 Penalty: 5555.562988
	Iteration 21Q: 3 clusters Score -8112640 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -8112853.500000 Penalty: 5555.562988
	Iteration 22Q: 3 clusters Score -8112854 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -8113069.000000 Penalty: 5555.562988
	Iteration 23Q: 3 clusters Score -8113069 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -8113296.000000 Penalty: 5555.562988
	Iteration 24Q: 3 clusters Score -8113296 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -8113588.000000 Penalty: 5555.562988
	Iteration 25Q: 3 clusters Score -8113588 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -8113784.500000 Penalty: 5555.562988
	Iteration 26Q: 3 clusters Score -8113784 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -8113937.000000 Penalty: 5555.562988
	Iteration 27Q: 3 clusters Score -8113937 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -8114052.000000 Penalty: 5555.562988
	Iteration 28Q: 3 clusters Score -8114052 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -8114071.500000 Penalty: 5555.562988
	Iteration 29Q: 3 clusters Score -8114072 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -8114087.500000 Penalty: 5555.562988
	Iteration 30Q: 3 clusters Score -8114088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -8114101.500000 Penalty: 5555.562988
	Iteration 31Q: 3 clusters Score -8114102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -8114113.000000 Penalty: 5555.562988
	Iteration 32Q: 3 clusters Score -8114113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -8114106.000000 Penalty: 5555.562988
	Iteration 33Q: 3 clusters Score -8114106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -8114108.000000 Penalty: 5555.562988
	Iteration 34Q: 3 clusters Score -8114108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -8114111.000000 Penalty: 5555.562988
	Iteration 35Q: 3 clusters Score -8114111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -8114103.500000 Penalty: 5555.562988
	Iteration 36Q: 3 clusters Score -8114104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -8114101.500000 Penalty: 5555.562988
	Iteration 37Q: 3 clusters Score -8114102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -8114101.500000 Penalty: 5555.562988
	Iteration 38Q: 3 clusters Score -8114102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -8114095.500000 Penalty: 5555.562988
	Iteration 39Q: 3 clusters Score -8114096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -8114092.000000 Penalty: 5555.562988
	Iteration 40F: 3 clusters Score -8114092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -8114096.000000 Penalty: 5555.562988
	Iteration 41Q: 3 clusters Score -8114096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -8114097.500000 Penalty: 5555.562988
	Iteration 42Q: 3 clusters Score -8114098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -8114106.500000 Penalty: 5555.562988
	Iteration 43Q: 3 clusters Score -8114106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -8114098.000000 Penalty: 5555.562988
	Iteration 44Q: 3 clusters Score -8114098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -8114097.000000 Penalty: 5555.562988
	Iteration 45Q: 3 clusters Score -8114097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -8114102.500000 Penalty: 5555.562988
	Iteration 46Q: 3 clusters Score -8114102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -8114100.000000 Penalty: 5555.562988
	Iteration 47Q: 3 clusters Score -8114100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -8114105.000000 Penalty: 5555.562988
	Iteration 48Q: 3 clusters Score -8114105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -8114105.000000 Penalty: 5555.562988
	Iteration 49Q: 3 clusters Score -8114105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -8114105.000000 Penalty: 5555.562988
	Iteration 50Q: 3 clusters Score -8114105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -8114105.000000 Penalty: 5555.562988
	Iteration 51F: 3 clusters Score -8114105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 60560 members 
Mstep: Class 17 contains 71626 members 
Mstep: Class 18 contains 65571 members 
Mstep: Class 19 contains 146394 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 30723 members 
Mstep: Class 31 contains 16255 members 
Mstep: Class 32 contains 51191 members 
Mstep: Class 33 contains 7545 members 
Mstep: Class 34 contains 7613 members 
Entering Unmasked Estep 
Score: -139005072.000000 Penalty: 118650.367188
Splitting cluster 18 changes total score from -138858928.000000 to -139005072.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (146394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146394 members 
Entering Unmasked Estep 
Score: -16351381.000000 Penalty: 2949.726318
	Iteration 0F: 2 clusters Score -1.635138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -16254165.000000 Penalty: 5899.452637
	Iteration 0F: 3 clusters Score -1.625416e+07 nChanged 69935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -16297727.000000 Penalty: 5899.452637
	Iteration 1F: 3 clusters Score -1.629773e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -16302831.000000 Penalty: 5899.452637
	Iteration 2F: 3 clusters Score -1.630283e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -16309398.000000 Penalty: 5899.452637
	Iteration 3F: 3 clusters Score -1.63094e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -16317339.000000 Penalty: 5899.452637
	Iteration 4F: 3 clusters Score -1.631734e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -16324653.000000 Penalty: 5899.452637
	Iteration 5F: 3 clusters Score -1.632465e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -16330260.000000 Penalty: 5899.452637
	Iteration 6F: 3 clusters Score -1.633026e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -16334309.000000 Penalty: 5899.452637
	Iteration 7F: 3 clusters Score -1.633431e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -16337059.000000 Penalty: 5899.452637
	Iteration 8Q: 3 clusters Score -1.633706e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115781 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -16338996.000000 Penalty: 5899.452637
	Iteration 9Q: 3 clusters Score -1.6339e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -16340436.000000 Penalty: 5899.452637
	Iteration 10Q: 3 clusters Score -1.634044e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122003 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -16341645.000000 Penalty: 5899.452637
	Iteration 11Q: 3 clusters Score -1.634164e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124782 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -16342686.000000 Penalty: 5899.452637
	Iteration 12Q: 3 clusters Score -1.634269e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -16343776.000000 Penalty: 5899.452637
	Iteration 13Q: 3 clusters Score -1.634378e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129750 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -16344845.000000 Penalty: 5899.452637
	Iteration 14Q: 3 clusters Score -1.634484e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -16345852.000000 Penalty: 5899.452637
	Iteration 15Q: 3 clusters Score -1.634585e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134083 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -16346963.000000 Penalty: 5899.452637
	Iteration 16Q: 3 clusters Score -1.634696e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135903 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -16347980.000000 Penalty: 5899.452637
	Iteration 17Q: 3 clusters Score -1.634798e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -16348757.000000 Penalty: 5899.452637
	Iteration 18Q: 3 clusters Score -1.634876e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138633 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -16349476.000000 Penalty: 5899.452637
	Iteration 19Q: 3 clusters Score -1.634948e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139609 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -16350010.000000 Penalty: 5899.452637
	Iteration 20F: 3 clusters Score -1.635001e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140335 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -16350439.000000 Penalty: 5899.452637
	Iteration 21Q: 3 clusters Score -1.635044e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140883 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -16350877.000000 Penalty: 5899.452637
	Iteration 22Q: 3 clusters Score -1.635088e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141329 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -16351227.000000 Penalty: 5899.452637
	Iteration 23Q: 3 clusters Score -1.635123e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141648 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -16351541.000000 Penalty: 5899.452637
	Iteration 24Q: 3 clusters Score -1.635154e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141902 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -16351865.000000 Penalty: 5899.452637
	Iteration 25Q: 3 clusters Score -1.635186e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -16352036.000000 Penalty: 5899.452637
	Iteration 26Q: 3 clusters Score -1.635204e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -16352142.000000 Penalty: 5899.452637
	Iteration 27Q: 3 clusters Score -1.635214e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142295 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -16352199.000000 Penalty: 5899.452637
	Iteration 28Q: 3 clusters Score -1.63522e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -16352283.000000 Penalty: 5899.452637
	Iteration 29Q: 3 clusters Score -1.635228e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142469 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -16352395.000000 Penalty: 5899.452637
	Iteration 30Q: 3 clusters Score -1.63524e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -16352453.000000 Penalty: 5899.452637
	Iteration 31Q: 3 clusters Score -1.635245e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142650 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -16352597.000000 Penalty: 5899.452637
	Iteration 32Q: 3 clusters Score -1.63526e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142706 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -16352681.000000 Penalty: 5899.452637
	Iteration 33Q: 3 clusters Score -1.635268e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -16352785.000000 Penalty: 5899.452637
	Iteration 34Q: 3 clusters Score -1.635278e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -16352843.000000 Penalty: 5899.452637
	Iteration 35Q: 3 clusters Score -1.635284e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -16352888.000000 Penalty: 5899.452637
	Iteration 36Q: 3 clusters Score -1.635289e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142879 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -16352942.000000 Penalty: 5899.452637
	Iteration 37Q: 3 clusters Score -1.635294e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142897 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -16352960.000000 Penalty: 5899.452637
	Iteration 38Q: 3 clusters Score -1.635296e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142906 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -16352968.000000 Penalty: 5899.452637
	Iteration 39Q: 3 clusters Score -1.635297e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142920 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -16352994.000000 Penalty: 5899.452637
	Iteration 40F: 3 clusters Score -1.635299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142923 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -16352971.000000 Penalty: 5899.452637
	Iteration 41Q: 3 clusters Score -1.635297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -16352986.000000 Penalty: 5899.452637
	Iteration 42Q: 3 clusters Score -1.635299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -16352992.000000 Penalty: 5899.452637
	Iteration 43Q: 3 clusters Score -1.635299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142921 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -16352985.000000 Penalty: 5899.452637
	Iteration 44Q: 3 clusters Score -1.635298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142919 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -16352984.000000 Penalty: 5899.452637
	Iteration 45Q: 3 clusters Score -1.635298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142917 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -16352992.000000 Penalty: 5899.452637
	Iteration 46Q: 3 clusters Score -1.635299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -16352980.000000 Penalty: 5899.452637
	Iteration 47Q: 3 clusters Score -1.635298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142923 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -16352979.000000 Penalty: 5899.452637
	Iteration 48Q: 3 clusters Score -1.635298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142925 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -16352973.000000 Penalty: 5899.452637
	Iteration 49Q: 3 clusters Score -1.635297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142924 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -16352985.000000 Penalty: 5899.452637
	Iteration 50Q: 3 clusters Score -1.635298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142924 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -16352985.000000 Penalty: 5899.452637
	Iteration 51F: 3 clusters Score -1.635298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 60560 members 
Mstep: Class 17 contains 71626 members 
Mstep: Class 18 contains 65571 members 
Mstep: Class 19 contains 142924 members 
Mstep: Class 20 contains 30052 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 30723 members 
Mstep: Class 31 contains 16255 members 
Mstep: Class 32 contains 51191 members 
Mstep: Class 33 contains 7545 members 
Mstep: Class 34 contains 7613 members 
Mstep: Class 35 contains 3470 members 
Entering Unmasked Estep 
Score: -139006288.000000 Penalty: 122140.078125
Splitting cluster 19 changes total score from -138858928.000000 to -139006288.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (30052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Entering Unmasked Estep 
Score: -3141486.000000 Penalty: 2557.049805
	Iteration 0F: 2 clusters Score -3141486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3120857.500000 Penalty: 5114.099609
	Iteration 0F: 3 clusters Score -3120858 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3129323.000000 Penalty: 5114.099609
	Iteration 1F: 3 clusters Score -3129323 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3131165.750000 Penalty: 5114.099609
	Iteration 2F: 3 clusters Score -3131166 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3133347.250000 Penalty: 5114.099609
	Iteration 3F: 3 clusters Score -3133347 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3135322.000000 Penalty: 5114.099609
	Iteration 4F: 3 clusters Score -3135322 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3136841.500000 Penalty: 5114.099609
	Iteration 5F: 3 clusters Score -3136842 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3137955.500000 Penalty: 5114.099609
	Iteration 6F: 3 clusters Score -3137956 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3138759.750000 Penalty: 5114.099609
	Iteration 7Q: 3 clusters Score -3138760 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3139415.500000 Penalty: 5114.099609
	Iteration 8Q: 3 clusters Score -3139416 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3139925.750000 Penalty: 5114.099609
	Iteration 9Q: 3 clusters Score -3139926 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3140362.500000 Penalty: 5114.099609
	Iteration 10Q: 3 clusters Score -3140362 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3140716.750000 Penalty: 5114.099609
	Iteration 11Q: 3 clusters Score -3140717 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3140970.500000 Penalty: 5114.099609
	Iteration 12Q: 3 clusters Score -3140970 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3141181.250000 Penalty: 5114.099609
	Iteration 13Q: 3 clusters Score -3141181 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3141386.500000 Penalty: 5114.099609
	Iteration 14Q: 3 clusters Score -3141386 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3141599.750000 Penalty: 5114.099609
	Iteration 15Q: 3 clusters Score -3141600 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3141809.750000 Penalty: 5114.099609
	Iteration 16Q: 3 clusters Score -3141810 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3142009.000000 Penalty: 5114.099609
	Iteration 17Q: 3 clusters Score -3142009 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3142173.500000 Penalty: 5114.099609
	Iteration 18Q: 3 clusters Score -3142174 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3142328.000000 Penalty: 5114.099609
	Iteration 19Q: 3 clusters Score -3142328 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3142459.000000 Penalty: 5114.099609
	Iteration 20F: 3 clusters Score -3142459 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3142584.500000 Penalty: 5114.099609
	Iteration 21Q: 3 clusters Score -3142584 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3142729.500000 Penalty: 5114.099609
	Iteration 22Q: 3 clusters Score -3142730 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3142890.000000 Penalty: 5114.099609
	Iteration 23Q: 3 clusters Score -3142890 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3143104.000000 Penalty: 5114.099609
	Iteration 24Q: 3 clusters Score -3143104 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3143330.500000 Penalty: 5114.099609
	Iteration 25Q: 3 clusters Score -3143330 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3143444.250000 Penalty: 5114.099609
	Iteration 26Q: 3 clusters Score -3143444 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3143516.000000 Penalty: 5114.099609
	Iteration 27Q: 3 clusters Score -3143516 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3143552.250000 Penalty: 5114.099609
	Iteration 28Q: 3 clusters Score -3143552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3143564.750000 Penalty: 5114.099609
	Iteration 29Q: 3 clusters Score -3143565 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3143575.250000 Penalty: 5114.099609
	Iteration 30Q: 3 clusters Score -3143575 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3143588.500000 Penalty: 5114.099609
	Iteration 31Q: 3 clusters Score -3143588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3143596.000000 Penalty: 5114.099609
	Iteration 32Q: 3 clusters Score -3143596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3143609.000000 Penalty: 5114.099609
	Iteration 33Q: 3 clusters Score -3143609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3143618.500000 Penalty: 5114.099609
	Iteration 34Q: 3 clusters Score -3143618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3143615.250000 Penalty: 5114.099609
	Iteration 35Q: 3 clusters Score -3143615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3143616.000000 Penalty: 5114.099609
	Iteration 36Q: 3 clusters Score -3143616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3143633.250000 Penalty: 5114.099609
	Iteration 37Q: 3 clusters Score -3143633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3143628.500000 Penalty: 5114.099609
	Iteration 38Q: 3 clusters Score -3143628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3143636.750000 Penalty: 5114.099609
	Iteration 39Q: 3 clusters Score -3143637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3143640.000000 Penalty: 5114.099609
	Iteration 40F: 3 clusters Score -3143640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3143646.250000 Penalty: 5114.099609
	Iteration 41Q: 3 clusters Score -3143646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3143643.250000 Penalty: 5114.099609
	Iteration 42Q: 3 clusters Score -3143643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3143650.000000 Penalty: 5114.099609
	Iteration 43Q: 3 clusters Score -3143650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3143654.250000 Penalty: 5114.099609
	Iteration 44Q: 3 clusters Score -3143654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3143658.500000 Penalty: 5114.099609
	Iteration 45Q: 3 clusters Score -3143658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3143651.500000 Penalty: 5114.099609
	Iteration 46Q: 3 clusters Score -3143652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3143656.250000 Penalty: 5114.099609
	Iteration 47Q: 3 clusters Score -3143656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3143651.500000 Penalty: 5114.099609
	Iteration 48Q: 3 clusters Score -3143652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3143666.500000 Penalty: 5114.099609
	Iteration 49Q: 3 clusters Score -3143666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3143663.500000 Penalty: 5114.099609
	Iteration 50Q: 3 clusters Score -3143664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3143664.000000 Penalty: 5114.099609
	Iteration 51Q: 3 clusters Score -3143664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3143669.000000 Penalty: 5114.099609
	Iteration 52Q: 3 clusters Score -3143669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3143663.000000 Penalty: 5114.099609
	Iteration 53Q: 3 clusters Score -3143663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3143665.250000 Penalty: 5114.099609
	Iteration 54Q: 3 clusters Score -3143665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3143667.000000 Penalty: 5114.099609
	Iteration 55Q: 3 clusters Score -3143667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3143669.750000 Penalty: 5114.099609
	Iteration 56Q: 3 clusters Score -3143670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3143662.750000 Penalty: 5114.099609
	Iteration 57Q: 3 clusters Score -3143663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3143672.250000 Penalty: 5114.099609
	Iteration 58Q: 3 clusters Score -3143672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3143675.250000 Penalty: 5114.099609
	Iteration 59Q: 3 clusters Score -3143675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3143675.250000 Penalty: 5114.099609
	Iteration 60F: 3 clusters Score -3143675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 60560 members 
Mstep: Class 17 contains 71626 members 
Mstep: Class 18 contains 65571 members 
Mstep: Class 19 contains 142924 members 
Mstep: Class 20 contains 17147 members 
Mstep: Class 21 contains 36262 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 30723 members 
Mstep: Class 31 contains 16255 members 
Mstep: Class 32 contains 51191 members 
Mstep: Class 33 contains 7545 members 
Mstep: Class 34 contains 7613 members 
Mstep: Class 35 contains 3470 members 
Mstep: Class 36 contains 12905 members 
Entering Unmasked Estep 
Score: -139007472.000000 Penalty: 125629.796875
Splitting cluster 20 changes total score from -138858928.000000 to -139007472.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (36262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Entering Unmasked Estep 
Score: -4059375.250000 Penalty: 2603.634277
	Iteration 0F: 2 clusters Score -4059375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4034787.250000 Penalty: 5207.268555
	Iteration 0F: 3 clusters Score -4034787 nChanged 16443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -4046194.000000 Penalty: 5207.268555
	Iteration 1F: 3 clusters Score -4046194 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4049955.000000 Penalty: 5207.268555
	Iteration 2F: 3 clusters Score -4049955 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -4055448.000000 Penalty: 5207.268555
	Iteration 3F: 3 clusters Score -4055448 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -4060631.250000 Penalty: 5207.268555
	Iteration 4F: 3 clusters Score -4060631 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -4063044.500000 Penalty: 5207.268555
	Iteration 5F: 3 clusters Score -4063044 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -4064242.000000 Penalty: 5207.268555
	Iteration 6Q: 3 clusters Score -4064242 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4064931.500000 Penalty: 5207.268555
	Iteration 7Q: 3 clusters Score -4064932 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4065577.250000 Penalty: 5207.268555
	Iteration 8Q: 3 clusters Score -4065577 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -4066480.750000 Penalty: 5207.268555
	Iteration 9Q: 3 clusters Score -4066481 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -4069426.000000 Penalty: 5207.268555
	Iteration 10Q: 3 clusters Score -4069426 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4079190.250000 Penalty: 5207.268555
	Iteration 11Q: 3 clusters Score -4079190 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4083583.000000 Penalty: 5207.268555
	Iteration 12Q: 3 clusters Score -4083583 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4084037.500000 Penalty: 5207.268555
	Iteration 13Q: 3 clusters Score -4084038 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -4084141.000000 Penalty: 5207.268555
	Iteration 14Q: 3 clusters Score -4084141 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4084216.000000 Penalty: 5207.268555
	Iteration 15Q: 3 clusters Score -4084216 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4084223.000000 Penalty: 5207.268555
	Iteration 16Q: 3 clusters Score -4084223 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4084247.500000 Penalty: 5207.268555
	Iteration 17Q: 3 clusters Score -4084248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4084278.250000 Penalty: 5207.268555
	Iteration 18Q: 3 clusters Score -4084278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -4084319.000000 Penalty: 5207.268555
	Iteration 19Q: 3 clusters Score -4084319 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -4084342.250000 Penalty: 5207.268555
	Iteration 20F: 3 clusters Score -4084342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4084383.500000 Penalty: 5207.268555
	Iteration 21Q: 3 clusters Score -4084384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4084408.500000 Penalty: 5207.268555
	Iteration 22Q: 3 clusters Score -4084408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -4084437.750000 Penalty: 5207.268555
	Iteration 23Q: 3 clusters Score -4084438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4084449.500000 Penalty: 5207.268555
	Iteration 24Q: 3 clusters Score -4084450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4084473.750000 Penalty: 5207.268555
	Iteration 25Q: 3 clusters Score -4084474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4084494.500000 Penalty: 5207.268555
	Iteration 26Q: 3 clusters Score -4084494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4084498.750000 Penalty: 5207.268555
	Iteration 27Q: 3 clusters Score -4084499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -4084512.750000 Penalty: 5207.268555
	Iteration 28Q: 3 clusters Score -4084513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -4084509.750000 Penalty: 5207.268555
	Iteration 29Q: 3 clusters Score -4084510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4084510.250000 Penalty: 5207.268555
	Iteration 30Q: 3 clusters Score -4084510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4084516.000000 Penalty: 5207.268555
	Iteration 31Q: 3 clusters Score -4084516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -4084514.500000 Penalty: 5207.268555
	Iteration 32Q: 3 clusters Score -4084514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4084519.250000 Penalty: 5207.268555
	Iteration 33Q: 3 clusters Score -4084519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4084529.750000 Penalty: 5207.268555
	Iteration 34Q: 3 clusters Score -4084530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4084529.250000 Penalty: 5207.268555
	Iteration 35Q: 3 clusters Score -4084529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4084532.750000 Penalty: 5207.268555
	Iteration 36Q: 3 clusters Score -4084533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4084532.000000 Penalty: 5207.268555
	Iteration 37Q: 3 clusters Score -4084532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4084525.000000 Penalty: 5207.268555
	Iteration 38Q: 3 clusters Score -4084525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4084525.500000 Penalty: 5207.268555
	Iteration 39Q: 3 clusters Score -4084526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4084538.250000 Penalty: 5207.268555
	Iteration 40F: 3 clusters Score -4084538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4084547.250000 Penalty: 5207.268555
	Iteration 41Q: 3 clusters Score -4084547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -4084551.000000 Penalty: 5207.268555
	Iteration 42Q: 3 clusters Score -4084551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4084547.250000 Penalty: 5207.268555
	Iteration 43Q: 3 clusters Score -4084547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4084549.250000 Penalty: 5207.268555
	Iteration 44Q: 3 clusters Score -4084549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4084551.500000 Penalty: 5207.268555
	Iteration 45Q: 3 clusters Score -4084552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -4084540.750000 Penalty: 5207.268555
	Iteration 46Q: 3 clusters Score -4084541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -4084546.000000 Penalty: 5207.268555
	Iteration 47Q: 3 clusters Score -4084546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -4084544.250000 Penalty: 5207.268555
	Iteration 48Q: 3 clusters Score -4084544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -4084550.750000 Penalty: 5207.268555
	Iteration 49Q: 3 clusters Score -4084551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -4084547.500000 Penalty: 5207.268555
	Iteration 50Q: 3 clusters Score -4084548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4084548.000000 Penalty: 5207.268555
	Iteration 51Q: 3 clusters Score -4084548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -4084547.000000 Penalty: 5207.268555
	Iteration 52Q: 3 clusters Score -4084547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -4084552.250000 Penalty: 5207.268555
	Iteration 53Q: 3 clusters Score -4084552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4084553.500000 Penalty: 5207.268555
	Iteration 54Q: 3 clusters Score -4084554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4084553.500000 Penalty: 5207.268555
	Iteration 55F: 3 clusters Score -4084554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 60560 members 
Mstep: Class 17 contains 71626 members 
Mstep: Class 18 contains 65571 members 
Mstep: Class 19 contains 142924 members 
Mstep: Class 20 contains 17147 members 
Mstep: Class 21 contains 22365 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 4192 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 11368 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 30723 members 
Mstep: Class 31 contains 16255 members 
Mstep: Class 32 contains 51191 members 
Mstep: Class 33 contains 7545 members 
Mstep: Class 34 contains 7613 members 
Mstep: Class 35 contains 3470 members 
Mstep: Class 36 contains 12905 members 
Mstep: Class 37 contains 13897 members 
Entering Unmasked Estep 
Score: -139031536.000000 Penalty: 129119.515625
Splitting cluster 21 changes total score from -138858928.000000 to -139031536.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 150305 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 107564 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 63224 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 60560 members 
Mstep: Class 17 contains 71626 members 
Mstep: Class 18 contains 65571 members 
Mstep: Class 19 contains 142924 members 
Mstep: Class 20 contains 17147 members 
Mstep: Class 21 contains 22365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139062048.000000 Penalty: 129119.515625
Iteration 39Q: 38 clusters Score -1.39062e+08 nChanged 37297
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5279 members 
Mstep: Class 3 contains 37224 members 
Mstep: Class 4 contains 8264 members 
Mstep: Class 5 contains 21866 members 
Mstep: Class 6 contains 149856 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 23261 members 
Mstep: Class 9 contains 109517 members 
Mstep: Class 10 contains 2873 members 
Mstep: Class 11 contains 16327 members 
Mstep: Class 12 contains 19435 members 
Mstep: Class 13 contains 63009 members 
Mstep: Class 14 contains 35695 members 
Mstep: Class 15 contains 221806 members 
Mstep: Class 16 contains 59909 members 
Mstep: Class 17 contains 73017 members 
Mstep: Class 18 contains 66015 members 
Mstep: Class 19 contains 143647 members 
Mstep: Class 20 contains 17344 members 
Mstep: Class 21 contains 22473 members 
Mstep: Class 22 contains 6568 members 
Mstep: Class 23 contains 7736 members 
Mstep: Class 24 contains 9985 members 
Mstep: Class 25 contains 6784 members 
Mstep: Class 26 contains 4471 members 
Mstep: Class 27 contains 2760 members 
Mstep: Class 28 contains 11345 members 
Mstep: Class 29 contains 2535 members 
Mstep: Class 30 contains 27784 members 
Mstep: Class 31 contains 15367 members 
Mstep: Class 32 contains 49462 members 
Mstep: Class 33 contains 7652 members 
Mstep: Class 34 contains 7916 members 
Mstep: Class 35 contains 4361 members 
Mstep: Class 36 contains 12083 members 
Mstep: Class 37 contains 13551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139089888.000000 Penalty: 129119.515625
Iteration 40F: 38 clusters Score -1.390899e+08 nChanged 29191
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5260 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 21899 members 
Mstep: Class 6 contains 148981 members 
Mstep: Class 7 contains 2853 members 
Mstep: Class 8 contains 22730 members 
Mstep: Class 9 contains 110164 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 16197 members 
Mstep: Class 12 contains 18848 members 
Mstep: Class 13 contains 65466 members 
Mstep: Class 14 contains 33916 members 
Mstep: Class 15 contains 220766 members 
Mstep: Class 16 contains 59176 members 
Mstep: Class 17 contains 72121 members 
Mstep: Class 18 contains 65092 members 
Mstep: Class 19 contains 142240 members 
Mstep: Class 20 contains 17875 members 
Mstep: Class 21 contains 22280 members 
Mstep: Class 22 contains 8017 members 
Mstep: Class 23 contains 7842 members 
Mstep: Class 24 contains 10479 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 3268 members 
Mstep: Class 28 contains 11460 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 28431 members 
Mstep: Class 31 contains 15183 members 
Mstep: Class 32 contains 51289 members 
Mstep: Class 33 contains 8525 members 
Mstep: Class 34 contains 8387 members 
Mstep: Class 35 contains 4849 members 
Mstep: Class 36 contains 12062 members 
Mstep: Class 37 contains 13583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139102384.000000 Penalty: 129119.515625
Iteration 41Q: 38 clusters Score -1.391024e+08 nChanged 17028
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5316 members 
Mstep: Class 3 contains 34133 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 21956 members 
Mstep: Class 6 contains 148283 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 22353 members 
Mstep: Class 9 contains 110514 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 16145 members 
Mstep: Class 12 contains 18310 members 
Mstep: Class 13 contains 66899 members 
Mstep: Class 14 contains 32724 members 
Mstep: Class 15 contains 220196 members 
Mstep: Class 16 contains 58540 members 
Mstep: Class 17 contains 71974 members 
Mstep: Class 18 contains 64434 members 
Mstep: Class 19 contains 141361 members 
Mstep: Class 20 contains 18292 members 
Mstep: Class 21 contains 22142 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 7919 members 
Mstep: Class 24 contains 10778 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 3578 members 
Mstep: Class 28 contains 11548 members 
Mstep: Class 29 contains 2994 members 
Mstep: Class 30 contains 28700 members 
Mstep: Class 31 contains 15067 members 
Mstep: Class 32 contains 52461 members 
Mstep: Class 33 contains 9121 members 
Mstep: Class 34 contains 8755 members 
Mstep: Class 35 contains 5229 members 
Mstep: Class 36 contains 12060 members 
Mstep: Class 37 contains 13595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139109760.000000 Penalty: 129119.515625
Iteration 42Q: 38 clusters Score -1.391098e+08 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5350 members 
Mstep: Class 3 contains 33201 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 21992 members 
Mstep: Class 6 contains 147705 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 22020 members 
Mstep: Class 9 contains 110697 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 16120 members 
Mstep: Class 12 contains 17852 members 
Mstep: Class 13 contains 67871 members 
Mstep: Class 14 contains 31866 members 
Mstep: Class 15 contains 219832 members 
Mstep: Class 16 contains 57976 members 
Mstep: Class 17 contains 71876 members 
Mstep: Class 18 contains 63966 members 
Mstep: Class 19 contains 140768 members 
Mstep: Class 20 contains 18624 members 
Mstep: Class 21 contains 22032 members 
Mstep: Class 22 contains 9765 members 
Mstep: Class 23 contains 7995 members 
Mstep: Class 24 contains 10978 members 
Mstep: Class 25 contains 7040 members 
Mstep: Class 26 contains 4865 members 
Mstep: Class 27 contains 3801 members 
Mstep: Class 28 contains 11617 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 28815 members 
Mstep: Class 31 contains 15032 members 
Mstep: Class 32 contains 53422 members 
Mstep: Class 33 contains 9626 members 
Mstep: Class 34 contains 9013 members 
Mstep: Class 35 contains 5524 members 
Mstep: Class 36 contains 12081 members 
Mstep: Class 37 contains 13578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139114064.000000 Penalty: 129119.515625
Iteration 43Q: 38 clusters Score -1.391141e+08 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 32516 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 22022 members 
Mstep: Class 6 contains 147240 members 
Mstep: Class 7 contains 3267 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 110774 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 16090 members 
Mstep: Class 12 contains 17377 members 
Mstep: Class 13 contains 68611 members 
Mstep: Class 14 contains 31190 members 
Mstep: Class 15 contains 219530 members 
Mstep: Class 16 contains 57481 members 
Mstep: Class 17 contains 71796 members 
Mstep: Class 18 contains 63611 members 
Mstep: Class 19 contains 140297 members 
Mstep: Class 20 contains 18917 members 
Mstep: Class 21 contains 21966 members 
Mstep: Class 22 contains 10287 members 
Mstep: Class 23 contains 8080 members 
Mstep: Class 24 contains 11109 members 
Mstep: Class 25 contains 7098 members 
Mstep: Class 26 contains 4926 members 
Mstep: Class 27 contains 3989 members 
Mstep: Class 28 contains 11664 members 
Mstep: Class 29 contains 3309 members 
Mstep: Class 30 contains 28870 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 54288 members 
Mstep: Class 33 contains 10082 members 
Mstep: Class 34 contains 9134 members 
Mstep: Class 35 contains 5805 members 
Mstep: Class 36 contains 12103 members 
Mstep: Class 37 contains 13526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139117744.000000 Penalty: 129119.515625
Iteration 44Q: 38 clusters Score -1.391177e+08 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 31956 members 
Mstep: Class 4 contains 8226 members 
Mstep: Class 5 contains 22038 members 
Mstep: Class 6 contains 146866 members 
Mstep: Class 7 contains 3407 members 
Mstep: Class 8 contains 21477 members 
Mstep: Class 9 contains 110801 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 16057 members 
Mstep: Class 12 contains 17005 members 
Mstep: Class 13 contains 69197 members 
Mstep: Class 14 contains 30649 members 
Mstep: Class 15 contains 219264 members 
Mstep: Class 16 contains 57074 members 
Mstep: Class 17 contains 71658 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 139908 members 
Mstep: Class 20 contains 19125 members 
Mstep: Class 21 contains 21944 members 
Mstep: Class 22 contains 10770 members 
Mstep: Class 23 contains 8158 members 
Mstep: Class 24 contains 11209 members 
Mstep: Class 25 contains 7152 members 
Mstep: Class 26 contains 4978 members 
Mstep: Class 27 contains 4122 members 
Mstep: Class 28 contains 11700 members 
Mstep: Class 29 contains 3461 members 
Mstep: Class 30 contains 28875 members 
Mstep: Class 31 contains 15088 members 
Mstep: Class 32 contains 55090 members 
Mstep: Class 33 contains 10497 members 
Mstep: Class 34 contains 9203 members 
Mstep: Class 35 contains 6046 members 
Mstep: Class 36 contains 12133 members 
Mstep: Class 37 contains 13464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139120336.000000 Penalty: 129119.515625
Iteration 45Q: 38 clusters Score -1.391203e+08 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5500 members 
Mstep: Class 3 contains 31510 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 22059 members 
Mstep: Class 6 contains 146553 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 21234 members 
Mstep: Class 9 contains 110792 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 16020 members 
Mstep: Class 12 contains 16637 members 
Mstep: Class 13 contains 69615 members 
Mstep: Class 14 contains 30197 members 
Mstep: Class 15 contains 219047 members 
Mstep: Class 16 contains 56768 members 
Mstep: Class 17 contains 71504 members 
Mstep: Class 18 contains 62999 members 
Mstep: Class 19 contains 139549 members 
Mstep: Class 20 contains 19320 members 
Mstep: Class 21 contains 21937 members 
Mstep: Class 22 contains 11179 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 11294 members 
Mstep: Class 25 contains 7203 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 4217 members 
Mstep: Class 28 contains 11737 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 28865 members 
Mstep: Class 31 contains 15141 members 
Mstep: Class 32 contains 55817 members 
Mstep: Class 33 contains 10857 members 
Mstep: Class 34 contains 9215 members 
Mstep: Class 35 contains 6264 members 
Mstep: Class 36 contains 12152 members 
Mstep: Class 37 contains 13421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139121808.000000 Penalty: 129119.515625
Iteration 46Q: 38 clusters Score -1.391218e+08 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 31142 members 
Mstep: Class 4 contains 8295 members 
Mstep: Class 5 contains 22094 members 
Mstep: Class 6 contains 146286 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 21022 members 
Mstep: Class 9 contains 110769 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15982 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 69955 members 
Mstep: Class 14 contains 29827 members 
Mstep: Class 15 contains 218884 members 
Mstep: Class 16 contains 56513 members 
Mstep: Class 17 contains 71260 members 
Mstep: Class 18 contains 62700 members 
Mstep: Class 19 contains 139256 members 
Mstep: Class 20 contains 19482 members 
Mstep: Class 21 contains 21945 members 
Mstep: Class 22 contains 11543 members 
Mstep: Class 23 contains 8350 members 
Mstep: Class 24 contains 11383 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 4318 members 
Mstep: Class 28 contains 11759 members 
Mstep: Class 29 contains 3957 members 
Mstep: Class 30 contains 28799 members 
Mstep: Class 31 contains 15182 members 
Mstep: Class 32 contains 56496 members 
Mstep: Class 33 contains 11180 members 
Mstep: Class 34 contains 9242 members 
Mstep: Class 35 contains 6424 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 13364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139123840.000000 Penalty: 129119.515625
Iteration 47Q: 38 clusters Score -1.391238e+08 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5614 members 
Mstep: Class 3 contains 30875 members 
Mstep: Class 4 contains 8339 members 
Mstep: Class 5 contains 22113 members 
Mstep: Class 6 contains 146088 members 
Mstep: Class 7 contains 3668 members 
Mstep: Class 8 contains 20820 members 
Mstep: Class 9 contains 110745 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 15979 members 
Mstep: Class 13 contains 70217 members 
Mstep: Class 14 contains 29518 members 
Mstep: Class 15 contains 218747 members 
Mstep: Class 16 contains 56259 members 
Mstep: Class 17 contains 71033 members 
Mstep: Class 18 contains 62441 members 
Mstep: Class 19 contains 138996 members 
Mstep: Class 20 contains 19644 members 
Mstep: Class 21 contains 21959 members 
Mstep: Class 22 contains 11875 members 
Mstep: Class 23 contains 8466 members 
Mstep: Class 24 contains 11428 members 
Mstep: Class 25 contains 7259 members 
Mstep: Class 26 contains 5071 members 
Mstep: Class 27 contains 4394 members 
Mstep: Class 28 contains 11767 members 
Mstep: Class 29 contains 4227 members 
Mstep: Class 30 contains 28738 members 
Mstep: Class 31 contains 15197 members 
Mstep: Class 32 contains 57134 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 9253 members 
Mstep: Class 35 contains 6550 members 
Mstep: Class 36 contains 12179 members 
Mstep: Class 37 contains 13298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139124544.000000 Penalty: 129119.515625
Iteration 48Q: 38 clusters Score -1.391245e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5661 members 
Mstep: Class 3 contains 30643 members 
Mstep: Class 4 contains 8393 members 
Mstep: Class 5 contains 22153 members 
Mstep: Class 6 contains 145908 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 20656 members 
Mstep: Class 9 contains 110719 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15948 members 
Mstep: Class 12 contains 15729 members 
Mstep: Class 13 contains 70435 members 
Mstep: Class 14 contains 29241 members 
Mstep: Class 15 contains 218640 members 
Mstep: Class 16 contains 56044 members 
Mstep: Class 17 contains 70741 members 
Mstep: Class 18 contains 62188 members 
Mstep: Class 19 contains 138803 members 
Mstep: Class 20 contains 19759 members 
Mstep: Class 21 contains 21968 members 
Mstep: Class 22 contains 12167 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 11455 members 
Mstep: Class 25 contains 7268 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 4465 members 
Mstep: Class 28 contains 11781 members 
Mstep: Class 29 contains 4472 members 
Mstep: Class 30 contains 28671 members 
Mstep: Class 31 contains 15217 members 
Mstep: Class 32 contains 57720 members 
Mstep: Class 33 contains 11727 members 
Mstep: Class 34 contains 9253 members 
Mstep: Class 35 contains 6623 members 
Mstep: Class 36 contains 12203 members 
Mstep: Class 37 contains 13252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139125248.000000 Penalty: 129119.515625
Iteration 49Q: 38 clusters Score -1.391252e+08 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 30476 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 22187 members 
Mstep: Class 6 contains 145777 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 20511 members 
Mstep: Class 9 contains 110699 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15957 members 
Mstep: Class 12 contains 15503 members 
Mstep: Class 13 contains 70586 members 
Mstep: Class 14 contains 28995 members 
Mstep: Class 15 contains 218531 members 
Mstep: Class 16 contains 55858 members 
Mstep: Class 17 contains 70518 members 
Mstep: Class 18 contains 61865 members 
Mstep: Class 19 contains 138651 members 
Mstep: Class 20 contains 19858 members 
Mstep: Class 21 contains 21978 members 
Mstep: Class 22 contains 12425 members 
Mstep: Class 23 contains 8676 members 
Mstep: Class 24 contains 11455 members 
Mstep: Class 25 contains 7266 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 11784 members 
Mstep: Class 29 contains 4679 members 
Mstep: Class 30 contains 28644 members 
Mstep: Class 31 contains 15258 members 
Mstep: Class 32 contains 58326 members 
Mstep: Class 33 contains 11983 members 
Mstep: Class 34 contains 9259 members 
Mstep: Class 35 contains 6671 members 
Mstep: Class 36 contains 12225 members 
Mstep: Class 37 contains 13200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126128.000000 Penalty: 129119.515625
Iteration 50Q: 38 clusters Score -1.391261e+08 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5772 members 
Mstep: Class 3 contains 30328 members 
Mstep: Class 4 contains 8456 members 
Mstep: Class 5 contains 22203 members 
Mstep: Class 6 contains 145664 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 20341 members 
Mstep: Class 9 contains 110695 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15957 members 
Mstep: Class 12 contains 15295 members 
Mstep: Class 13 contains 70716 members 
Mstep: Class 14 contains 28781 members 
Mstep: Class 15 contains 218419 members 
Mstep: Class 16 contains 55719 members 
Mstep: Class 17 contains 70358 members 
Mstep: Class 18 contains 61514 members 
Mstep: Class 19 contains 138515 members 
Mstep: Class 20 contains 19957 members 
Mstep: Class 21 contains 21978 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 8757 members 
Mstep: Class 24 contains 11456 members 
Mstep: Class 25 contains 7262 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 4559 members 
Mstep: Class 28 contains 11783 members 
Mstep: Class 29 contains 4836 members 
Mstep: Class 30 contains 28632 members 
Mstep: Class 31 contains 15301 members 
Mstep: Class 32 contains 58904 members 
Mstep: Class 33 contains 12195 members 
Mstep: Class 34 contains 9263 members 
Mstep: Class 35 contains 6710 members 
Mstep: Class 36 contains 12251 members 
Mstep: Class 37 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139126480.000000 Penalty: 129119.515625
Iteration 51Q: 38 clusters Score -1.391265e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 30213 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 22218 members 
Mstep: Class 6 contains 145554 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 8 contains 20165 members 
Mstep: Class 9 contains 110699 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 15117 members 
Mstep: Class 13 contains 70815 members 
Mstep: Class 14 contains 28578 members 
Mstep: Class 15 contains 218324 members 
Mstep: Class 16 contains 55547 members 
Mstep: Class 17 contains 70210 members 
Mstep: Class 18 contains 61118 members 
Mstep: Class 19 contains 138365 members 
Mstep: Class 20 contains 20045 members 
Mstep: Class 21 contains 21981 members 
Mstep: Class 22 contains 12796 members 
Mstep: Class 23 contains 8850 members 
Mstep: Class 24 contains 11447 members 
Mstep: Class 25 contains 7265 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 4593 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 4973 members 
Mstep: Class 30 contains 28641 members 
Mstep: Class 31 contains 15343 members 
Mstep: Class 32 contains 59507 members 
Mstep: Class 33 contains 12394 members 
Mstep: Class 34 contains 9280 members 
Mstep: Class 35 contains 6766 members 
Mstep: Class 36 contains 12269 members 
Mstep: Class 37 contains 13134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127296.000000 Penalty: 129119.515625
Iteration 52Q: 38 clusters Score -1.391273e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 30126 members 
Mstep: Class 4 contains 8496 members 
Mstep: Class 5 contains 22245 members 
Mstep: Class 6 contains 145477 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 19999 members 
Mstep: Class 9 contains 110688 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 14945 members 
Mstep: Class 13 contains 70883 members 
Mstep: Class 14 contains 28426 members 
Mstep: Class 15 contains 218261 members 
Mstep: Class 16 contains 55420 members 
Mstep: Class 17 contains 70017 members 
Mstep: Class 18 contains 60677 members 
Mstep: Class 19 contains 138253 members 
Mstep: Class 20 contains 20130 members 
Mstep: Class 21 contains 21997 members 
Mstep: Class 22 contains 12955 members 
Mstep: Class 23 contains 8951 members 
Mstep: Class 24 contains 11429 members 
Mstep: Class 25 contains 7271 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 4632 members 
Mstep: Class 28 contains 11800 members 
Mstep: Class 29 contains 5117 members 
Mstep: Class 30 contains 28647 members 
Mstep: Class 31 contains 15399 members 
Mstep: Class 32 contains 60093 members 
Mstep: Class 33 contains 12588 members 
Mstep: Class 34 contains 9264 members 
Mstep: Class 35 contains 6795 members 
Mstep: Class 36 contains 12281 members 
Mstep: Class 37 contains 13093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127120.000000 Penalty: 129119.515625
Iteration 53Q: 38 clusters Score -1.391271e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 30063 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 22282 members 
Mstep: Class 6 contains 145408 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 19832 members 
Mstep: Class 9 contains 110677 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15964 members 
Mstep: Class 12 contains 14798 members 
Mstep: Class 13 contains 70917 members 
Mstep: Class 14 contains 28279 members 
Mstep: Class 15 contains 218224 members 
Mstep: Class 16 contains 55310 members 
Mstep: Class 17 contains 69856 members 
Mstep: Class 18 contains 60226 members 
Mstep: Class 19 contains 138152 members 
Mstep: Class 20 contains 20225 members 
Mstep: Class 21 contains 22009 members 
Mstep: Class 22 contains 13122 members 
Mstep: Class 23 contains 9050 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 7281 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 4649 members 
Mstep: Class 28 contains 11809 members 
Mstep: Class 29 contains 5248 members 
Mstep: Class 30 contains 28643 members 
Mstep: Class 31 contains 15434 members 
Mstep: Class 32 contains 60682 members 
Mstep: Class 33 contains 12743 members 
Mstep: Class 34 contains 9250 members 
Mstep: Class 35 contains 6826 members 
Mstep: Class 36 contains 12285 members 
Mstep: Class 37 contains 13064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127376.000000 Penalty: 129119.515625
Iteration 54Q: 38 clusters Score -1.391274e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6040 members 
Mstep: Class 3 contains 30018 members 
Mstep: Class 4 contains 8510 members 
Mstep: Class 5 contains 22313 members 
Mstep: Class 6 contains 145362 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 19665 members 
Mstep: Class 9 contains 110673 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15962 members 
Mstep: Class 12 contains 14649 members 
Mstep: Class 13 contains 70943 members 
Mstep: Class 14 contains 28135 members 
Mstep: Class 15 contains 218163 members 
Mstep: Class 16 contains 55206 members 
Mstep: Class 17 contains 69716 members 
Mstep: Class 18 contains 59775 members 
Mstep: Class 19 contains 138083 members 
Mstep: Class 20 contains 20301 members 
Mstep: Class 21 contains 22024 members 
Mstep: Class 22 contains 13262 members 
Mstep: Class 23 contains 9149 members 
Mstep: Class 24 contains 11391 members 
Mstep: Class 25 contains 7285 members 
Mstep: Class 26 contains 5201 members 
Mstep: Class 27 contains 4669 members 
Mstep: Class 28 contains 11815 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 28632 members 
Mstep: Class 31 contains 15485 members 
Mstep: Class 32 contains 61279 members 
Mstep: Class 33 contains 12887 members 
Mstep: Class 34 contains 9226 members 
Mstep: Class 35 contains 6843 members 
Mstep: Class 36 contains 12297 members 
Mstep: Class 37 contains 13027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139127728.000000 Penalty: 129119.515625
Iteration 55Q: 38 clusters Score -1.391277e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 3 contains 29979 members 
Mstep: Class 4 contains 8518 members 
Mstep: Class 5 contains 22344 members 
Mstep: Class 6 contains 145324 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 19501 members 
Mstep: Class 9 contains 110673 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 14491 members 
Mstep: Class 13 contains 70952 members 
Mstep: Class 14 contains 28003 members 
Mstep: Class 15 contains 218099 members 
Mstep: Class 16 contains 55119 members 
Mstep: Class 17 contains 69587 members 
Mstep: Class 18 contains 59301 members 
Mstep: Class 19 contains 138036 members 
Mstep: Class 20 contains 20378 members 
Mstep: Class 21 contains 22040 members 
Mstep: Class 22 contains 13385 members 
Mstep: Class 23 contains 9262 members 
Mstep: Class 24 contains 11373 members 
Mstep: Class 25 contains 7284 members 
Mstep: Class 26 contains 5215 members 
Mstep: Class 27 contains 4696 members 
Mstep: Class 28 contains 11822 members 
Mstep: Class 29 contains 5471 members 
Mstep: Class 30 contains 28640 members 
Mstep: Class 31 contains 15529 members 
Mstep: Class 32 contains 61904 members 
Mstep: Class 33 contains 12982 members 
Mstep: Class 34 contains 9211 members 
Mstep: Class 35 contains 6841 members 
Mstep: Class 36 contains 12307 members 
Mstep: Class 37 contains 12998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139128128.000000 Penalty: 129119.515625
Iteration 56Q: 38 clusters Score -1.391281e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6123 members 
Mstep: Class 3 contains 29944 members 
Mstep: Class 4 contains 8528 members 
Mstep: Class 5 contains 22360 members 
Mstep: Class 6 contains 145279 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 19339 members 
Mstep: Class 9 contains 110677 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15975 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 70928 members 
Mstep: Class 14 contains 27869 members 
Mstep: Class 15 contains 218059 members 
Mstep: Class 16 contains 55044 members 
Mstep: Class 17 contains 69484 members 
Mstep: Class 18 contains 58850 members 
Mstep: Class 19 contains 137994 members 
Mstep: Class 20 contains 20483 members 
Mstep: Class 21 contains 22049 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 9359 members 
Mstep: Class 24 contains 11368 members 
Mstep: Class 25 contains 7276 members 
Mstep: Class 26 contains 5236 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 11826 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 28625 members 
Mstep: Class 31 contains 15558 members 
Mstep: Class 32 contains 62510 members 
Mstep: Class 33 contains 13088 members 
Mstep: Class 34 contains 9196 members 
Mstep: Class 35 contains 6845 members 
Mstep: Class 36 contains 12318 members 
Mstep: Class 37 contains 12965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139128672.000000 Penalty: 129119.515625
Iteration 57Q: 38 clusters Score -1.391287e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 29917 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 22360 members 
Mstep: Class 6 contains 145265 members 
Mstep: Class 7 contains 4058 members 
Mstep: Class 8 contains 19180 members 
Mstep: Class 9 contains 110677 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15983 members 
Mstep: Class 12 contains 14211 members 
Mstep: Class 13 contains 70924 members 
Mstep: Class 14 contains 27736 members 
Mstep: Class 15 contains 218031 members 
Mstep: Class 16 contains 54965 members 
Mstep: Class 17 contains 69402 members 
Mstep: Class 18 contains 58461 members 
Mstep: Class 19 contains 137953 members 
Mstep: Class 20 contains 20569 members 
Mstep: Class 21 contains 22052 members 
Mstep: Class 22 contains 13595 members 
Mstep: Class 23 contains 9447 members 
Mstep: Class 24 contains 11357 members 
Mstep: Class 25 contains 7264 members 
Mstep: Class 26 contains 5251 members 
Mstep: Class 27 contains 4758 members 
Mstep: Class 28 contains 11828 members 
Mstep: Class 29 contains 5658 members 
Mstep: Class 30 contains 28600 members 
Mstep: Class 31 contains 15604 members 
Mstep: Class 32 contains 63045 members 
Mstep: Class 33 contains 13156 members 
Mstep: Class 34 contains 9191 members 
Mstep: Class 35 contains 6853 members 
Mstep: Class 36 contains 12326 members 
Mstep: Class 37 contains 12929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139129088.000000 Penalty: 129119.515625
Iteration 58Q: 38 clusters Score -1.391291e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6205 members 
Mstep: Class 3 contains 29901 members 
Mstep: Class 4 contains 8568 members 
Mstep: Class 5 contains 22361 members 
Mstep: Class 6 contains 145235 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 19049 members 
Mstep: Class 9 contains 110673 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15984 members 
Mstep: Class 12 contains 14099 members 
Mstep: Class 13 contains 70931 members 
Mstep: Class 14 contains 27614 members 
Mstep: Class 15 contains 218010 members 
Mstep: Class 16 contains 54883 members 
Mstep: Class 17 contains 69321 members 
Mstep: Class 18 contains 58137 members 
Mstep: Class 19 contains 137915 members 
Mstep: Class 20 contains 20644 members 
Mstep: Class 21 contains 22056 members 
Mstep: Class 22 contains 13677 members 
Mstep: Class 23 contains 9528 members 
Mstep: Class 24 contains 11345 members 
Mstep: Class 25 contains 7257 members 
Mstep: Class 26 contains 5271 members 
Mstep: Class 27 contains 4792 members 
Mstep: Class 28 contains 11829 members 
Mstep: Class 29 contains 5732 members 
Mstep: Class 30 contains 28573 members 
Mstep: Class 31 contains 15644 members 
Mstep: Class 32 contains 63523 members 
Mstep: Class 33 contains 13206 members 
Mstep: Class 34 contains 9167 members 
Mstep: Class 35 contains 6859 members 
Mstep: Class 36 contains 12327 members 
Mstep: Class 37 contains 12899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139129296.000000 Penalty: 129119.515625
Iteration 59Q: 38 clusters Score -1.391293e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6248 members 
Mstep: Class 3 contains 29875 members 
Mstep: Class 4 contains 8577 members 
Mstep: Class 5 contains 22368 members 
Mstep: Class 6 contains 145209 members 
Mstep: Class 7 contains 4124 members 
Mstep: Class 8 contains 18902 members 
Mstep: Class 9 contains 110662 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15988 members 
Mstep: Class 12 contains 13972 members 
Mstep: Class 13 contains 70947 members 
Mstep: Class 14 contains 27521 members 
Mstep: Class 15 contains 217993 members 
Mstep: Class 16 contains 54817 members 
Mstep: Class 17 contains 69263 members 
Mstep: Class 18 contains 57886 members 
Mstep: Class 19 contains 137880 members 
Mstep: Class 20 contains 20730 members 
Mstep: Class 21 contains 22058 members 
Mstep: Class 22 contains 13759 members 
Mstep: Class 23 contains 9606 members 
Mstep: Class 24 contains 11338 members 
Mstep: Class 25 contains 7241 members 
Mstep: Class 26 contains 5293 members 
Mstep: Class 27 contains 4818 members 
Mstep: Class 28 contains 11834 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 28558 members 
Mstep: Class 31 contains 15679 members 
Mstep: Class 32 contains 63875 members 
Mstep: Class 33 contains 13277 members 
Mstep: Class 34 contains 9141 members 
Mstep: Class 35 contains 6868 members 
Mstep: Class 36 contains 12336 members 
Mstep: Class 37 contains 12873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139129968.000000 Penalty: 129119.515625
Iteration 60F: 38 clusters Score -1.3913e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6280 members 
Mstep: Class 3 contains 29859 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 145173 members 
Mstep: Class 7 contains 4192 members 
Mstep: Class 8 contains 18739 members 
Mstep: Class 9 contains 110655 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15990 members 
Mstep: Class 12 contains 13711 members 
Mstep: Class 13 contains 70948 members 
Mstep: Class 14 contains 27423 members 
Mstep: Class 15 contains 217969 members 
Mstep: Class 16 contains 54783 members 
Mstep: Class 17 contains 69217 members 
Mstep: Class 18 contains 57634 members 
Mstep: Class 19 contains 137809 members 
Mstep: Class 20 contains 20837 members 
Mstep: Class 21 contains 22051 members 
Mstep: Class 22 contains 13836 members 
Mstep: Class 23 contains 9690 members 
Mstep: Class 24 contains 11308 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 5317 members 
Mstep: Class 27 contains 4844 members 
Mstep: Class 28 contains 11840 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 28375 members 
Mstep: Class 31 contains 15704 members 
Mstep: Class 32 contains 64223 members 
Mstep: Class 33 contains 13313 members 
Mstep: Class 34 contains 9106 members 
Mstep: Class 35 contains 6990 members 
Mstep: Class 36 contains 12338 members 
Mstep: Class 37 contains 12861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139130736.000000 Penalty: 129119.515625
Iteration 61Q: 38 clusters Score -1.391307e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6298 members 
Mstep: Class 3 contains 29840 members 
Mstep: Class 4 contains 8542 members 
Mstep: Class 5 contains 22380 members 
Mstep: Class 6 contains 145127 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 110645 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15987 members 
Mstep: Class 12 contains 13470 members 
Mstep: Class 13 contains 70949 members 
Mstep: Class 14 contains 27335 members 
Mstep: Class 15 contains 217924 members 
Mstep: Class 16 contains 54747 members 
Mstep: Class 17 contains 69135 members 
Mstep: Class 18 contains 57411 members 
Mstep: Class 19 contains 137739 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 22045 members 
Mstep: Class 22 contains 13907 members 
Mstep: Class 23 contains 9787 members 
Mstep: Class 24 contains 11290 members 
Mstep: Class 25 contains 7235 members 
Mstep: Class 26 contains 5342 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 11845 members 
Mstep: Class 29 contains 6511 members 
Mstep: Class 30 contains 28173 members 
Mstep: Class 31 contains 15724 members 
Mstep: Class 32 contains 64530 members 
Mstep: Class 33 contains 13365 members 
Mstep: Class 34 contains 9080 members 
Mstep: Class 35 contains 7109 members 
Mstep: Class 36 contains 12342 members 
Mstep: Class 37 contains 12851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139131360.000000 Penalty: 129119.515625
Iteration 62Q: 38 clusters Score -1.391314e+08 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6328 members 
Mstep: Class 3 contains 29827 members 
Mstep: Class 4 contains 8537 members 
Mstep: Class 5 contains 22377 members 
Mstep: Class 6 contains 145080 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 18460 members 
Mstep: Class 9 contains 110657 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15990 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 70943 members 
Mstep: Class 14 contains 27262 members 
Mstep: Class 15 contains 217891 members 
Mstep: Class 16 contains 54707 members 
Mstep: Class 17 contains 69049 members 
Mstep: Class 18 contains 57237 members 
Mstep: Class 19 contains 137654 members 
Mstep: Class 20 contains 21030 members 
Mstep: Class 21 contains 22045 members 
Mstep: Class 22 contains 13963 members 
Mstep: Class 23 contains 9873 members 
Mstep: Class 24 contains 11271 members 
Mstep: Class 25 contains 7241 members 
Mstep: Class 26 contains 5357 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 11851 members 
Mstep: Class 29 contains 6859 members 
Mstep: Class 30 contains 27994 members 
Mstep: Class 31 contains 15734 members 
Mstep: Class 32 contains 64792 members 
Mstep: Class 33 contains 13413 members 
Mstep: Class 34 contains 9052 members 
Mstep: Class 35 contains 7211 members 
Mstep: Class 36 contains 12341 members 
Mstep: Class 37 contains 12844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139131696.000000 Penalty: 129119.515625
Iteration 63Q: 38 clusters Score -1.391317e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6362 members 
Mstep: Class 3 contains 29815 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 145020 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 18351 members 
Mstep: Class 9 contains 110666 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15990 members 
Mstep: Class 12 contains 13049 members 
Mstep: Class 13 contains 70936 members 
Mstep: Class 14 contains 27216 members 
Mstep: Class 15 contains 217867 members 
Mstep: Class 16 contains 54651 members 
Mstep: Class 17 contains 68956 members 
Mstep: Class 18 contains 57131 members 
Mstep: Class 19 contains 137581 members 
Mstep: Class 20 contains 21119 members 
Mstep: Class 21 contains 22036 members 
Mstep: Class 22 contains 14029 members 
Mstep: Class 23 contains 9970 members 
Mstep: Class 24 contains 11251 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 5373 members 
Mstep: Class 27 contains 4934 members 
Mstep: Class 28 contains 11853 members 
Mstep: Class 29 contains 7154 members 
Mstep: Class 30 contains 27844 members 
Mstep: Class 31 contains 15735 members 
Mstep: Class 32 contains 64974 members 
Mstep: Class 33 contains 13459 members 
Mstep: Class 34 contains 9014 members 
Mstep: Class 35 contains 7289 members 
Mstep: Class 36 contains 12346 members 
Mstep: Class 37 contains 12831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139132256.000000 Penalty: 129119.515625
Iteration 64Q: 38 clusters Score -1.391323e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6392 members 
Mstep: Class 3 contains 29809 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 22378 members 
Mstep: Class 6 contains 144974 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 18248 members 
Mstep: Class 9 contains 110665 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 15995 members 
Mstep: Class 12 contains 12853 members 
Mstep: Class 13 contains 70923 members 
Mstep: Class 14 contains 27164 members 
Mstep: Class 15 contains 217833 members 
Mstep: Class 16 contains 54605 members 
Mstep: Class 17 contains 68889 members 
Mstep: Class 18 contains 57059 members 
Mstep: Class 19 contains 137524 members 
Mstep: Class 20 contains 21171 members 
Mstep: Class 21 contains 22026 members 
Mstep: Class 22 contains 14098 members 
Mstep: Class 23 contains 10069 members 
Mstep: Class 24 contains 11227 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 5390 members 
Mstep: Class 27 contains 4957 members 
Mstep: Class 28 contains 11856 members 
Mstep: Class 29 contains 7451 members 
Mstep: Class 30 contains 27680 members 
Mstep: Class 31 contains 15736 members 
Mstep: Class 32 contains 65117 members 
Mstep: Class 33 contains 13502 members 
Mstep: Class 34 contains 8977 members 
Mstep: Class 35 contains 7376 members 
Mstep: Class 36 contains 12349 members 
Mstep: Class 37 contains 12821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139132624.000000 Penalty: 129119.515625
Iteration 65Q: 38 clusters Score -1.391326e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6426 members 
Mstep: Class 3 contains 29805 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 22397 members 
Mstep: Class 6 contains 144916 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 18148 members 
Mstep: Class 9 contains 110662 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 15997 members 
Mstep: Class 12 contains 12677 members 
Mstep: Class 13 contains 70908 members 
Mstep: Class 14 contains 27137 members 
Mstep: Class 15 contains 217818 members 
Mstep: Class 16 contains 54580 members 
Mstep: Class 17 contains 68807 members 
Mstep: Class 18 contains 56999 members 
Mstep: Class 19 contains 137473 members 
Mstep: Class 20 contains 21227 members 
Mstep: Class 21 contains 22023 members 
Mstep: Class 22 contains 14155 members 
Mstep: Class 23 contains 10175 members 
Mstep: Class 24 contains 11211 members 
Mstep: Class 25 contains 7223 members 
Mstep: Class 26 contains 5401 members 
Mstep: Class 27 contains 4989 members 
Mstep: Class 28 contains 11856 members 
Mstep: Class 29 contains 7718 members 
Mstep: Class 30 contains 27531 members 
Mstep: Class 31 contains 15734 members 
Mstep: Class 32 contains 65208 members 
Mstep: Class 33 contains 13543 members 
Mstep: Class 34 contains 8941 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 12346 members 
Mstep: Class 37 contains 12805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139132944.000000 Penalty: 129119.515625
Iteration 66Q: 38 clusters Score -1.391329e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6461 members 
Mstep: Class 3 contains 29816 members 
Mstep: Class 4 contains 8564 members 
Mstep: Class 5 contains 22402 members 
Mstep: Class 6 contains 144850 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 18050 members 
Mstep: Class 9 contains 110653 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 15996 members 
Mstep: Class 12 contains 12469 members 
Mstep: Class 13 contains 70891 members 
Mstep: Class 14 contains 27114 members 
Mstep: Class 15 contains 217801 members 
Mstep: Class 16 contains 54553 members 
Mstep: Class 17 contains 68755 members 
Mstep: Class 18 contains 56968 members 
Mstep: Class 19 contains 137405 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 22027 members 
Mstep: Class 22 contains 14211 members 
Mstep: Class 23 contains 10265 members 
Mstep: Class 24 contains 11196 members 
Mstep: Class 25 contains 7215 members 
Mstep: Class 26 contains 5408 members 
Mstep: Class 27 contains 5009 members 
Mstep: Class 28 contains 11859 members 
Mstep: Class 29 contains 7983 members 
Mstep: Class 30 contains 27433 members 
Mstep: Class 31 contains 15738 members 
Mstep: Class 32 contains 65247 members 
Mstep: Class 33 contains 13569 members 
Mstep: Class 34 contains 8922 members 
Mstep: Class 35 contains 7507 members 
Mstep: Class 36 contains 12341 members 
Mstep: Class 37 contains 12780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139133104.000000 Penalty: 129119.515625
Iteration 67Q: 38 clusters Score -1.391331e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 29816 members 
Mstep: Class 4 contains 8567 members 
Mstep: Class 5 contains 22412 members 
Mstep: Class 6 contains 144795 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 17956 members 
Mstep: Class 9 contains 110643 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 15994 members 
Mstep: Class 12 contains 12260 members 
Mstep: Class 13 contains 70879 members 
Mstep: Class 14 contains 27082 members 
Mstep: Class 15 contains 217778 members 
Mstep: Class 16 contains 54546 members 
Mstep: Class 17 contains 68694 members 
Mstep: Class 18 contains 56954 members 
Mstep: Class 19 contains 137350 members 
Mstep: Class 20 contains 21400 members 
Mstep: Class 21 contains 22022 members 
Mstep: Class 22 contains 14262 members 
Mstep: Class 23 contains 10365 members 
Mstep: Class 24 contains 11177 members 
Mstep: Class 25 contains 7210 members 
Mstep: Class 26 contains 5415 members 
Mstep: Class 27 contains 5036 members 
Mstep: Class 28 contains 11863 members 
Mstep: Class 29 contains 8237 members 
Mstep: Class 30 contains 27339 members 
Mstep: Class 31 contains 15746 members 
Mstep: Class 32 contains 65265 members 
Mstep: Class 33 contains 13601 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 7571 members 
Mstep: Class 36 contains 12347 members 
Mstep: Class 37 contains 12757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139133408.000000 Penalty: 129119.515625
Iteration 68Q: 38 clusters Score -1.391334e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 29821 members 
Mstep: Class 4 contains 8573 members 
Mstep: Class 5 contains 22428 members 
Mstep: Class 6 contains 144739 members 
Mstep: Class 7 contains 4635 members 
Mstep: Class 8 contains 17893 members 
Mstep: Class 9 contains 110645 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 15997 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 70870 members 
Mstep: Class 14 contains 27045 members 
Mstep: Class 15 contains 217754 members 
Mstep: Class 16 contains 54533 members 
Mstep: Class 17 contains 68638 members 
Mstep: Class 18 contains 56940 members 
Mstep: Class 19 contains 137296 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 22019 members 
Mstep: Class 22 contains 14299 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 11165 members 
Mstep: Class 25 contains 7209 members 
Mstep: Class 26 contains 5425 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 11863 members 
Mstep: Class 29 contains 8475 members 
Mstep: Class 30 contains 27264 members 
Mstep: Class 31 contains 15750 members 
Mstep: Class 32 contains 65272 members 
Mstep: Class 33 contains 13639 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 7650 members 
Mstep: Class 36 contains 12347 members 
Mstep: Class 37 contains 12743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139133568.000000 Penalty: 129119.515625
Iteration 69Q: 38 clusters Score -1.391336e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 22439 members 
Mstep: Class 6 contains 144686 members 
Mstep: Class 7 contains 4678 members 
Mstep: Class 8 contains 17831 members 
Mstep: Class 9 contains 110660 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 70860 members 
Mstep: Class 14 contains 27017 members 
Mstep: Class 15 contains 217735 members 
Mstep: Class 16 contains 54517 members 
Mstep: Class 17 contains 68571 members 
Mstep: Class 18 contains 56916 members 
Mstep: Class 19 contains 137229 members 
Mstep: Class 20 contains 21510 members 
Mstep: Class 21 contains 22013 members 
Mstep: Class 22 contains 14346 members 
Mstep: Class 23 contains 10542 members 
Mstep: Class 24 contains 11154 members 
Mstep: Class 25 contains 7205 members 
Mstep: Class 26 contains 5436 members 
Mstep: Class 27 contains 5076 members 
Mstep: Class 28 contains 11862 members 
Mstep: Class 29 contains 8712 members 
Mstep: Class 30 contains 27227 members 
Mstep: Class 31 contains 15750 members 
Mstep: Class 32 contains 65295 members 
Mstep: Class 33 contains 13666 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 7716 members 
Mstep: Class 36 contains 12342 members 
Mstep: Class 37 contains 12728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139133376.000000 Penalty: 129119.515625
Iteration 70Q: 38 clusters Score -1.391334e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 8599 members 
Mstep: Class 5 contains 22451 members 
Mstep: Class 6 contains 144629 members 
Mstep: Class 7 contains 4722 members 
Mstep: Class 8 contains 17782 members 
Mstep: Class 9 contains 110659 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 70852 members 
Mstep: Class 14 contains 26991 members 
Mstep: Class 15 contains 217739 members 
Mstep: Class 16 contains 54524 members 
Mstep: Class 17 contains 68460 members 
Mstep: Class 18 contains 56898 members 
Mstep: Class 19 contains 137155 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 22003 members 
Mstep: Class 22 contains 14395 members 
Mstep: Class 23 contains 10629 members 
Mstep: Class 24 contains 11141 members 
Mstep: Class 25 contains 7201 members 
Mstep: Class 26 contains 5446 members 
Mstep: Class 27 contains 5106 members 
Mstep: Class 28 contains 11871 members 
Mstep: Class 29 contains 8994 members 
Mstep: Class 30 contains 27154 members 
Mstep: Class 31 contains 15757 members 
Mstep: Class 32 contains 65280 members 
Mstep: Class 33 contains 13694 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 7808 members 
Mstep: Class 36 contains 12337 members 
Mstep: Class 37 contains 12716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139133696.000000 Penalty: 129119.515625
Iteration 71Q: 38 clusters Score -1.391337e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 29828 members 
Mstep: Class 4 contains 8627 members 
Mstep: Class 5 contains 22461 members 
Mstep: Class 6 contains 144589 members 
Mstep: Class 7 contains 4753 members 
Mstep: Class 8 contains 17726 members 
Mstep: Class 9 contains 110661 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 16012 members 
Mstep: Class 12 contains 11245 members 
Mstep: Class 13 contains 70835 members 
Mstep: Class 14 contains 26970 members 
Mstep: Class 15 contains 217740 members 
Mstep: Class 16 contains 54526 members 
Mstep: Class 17 contains 68370 members 
Mstep: Class 18 contains 56859 members 
Mstep: Class 19 contains 137086 members 
Mstep: Class 20 contains 21596 members 
Mstep: Class 21 contains 21997 members 
Mstep: Class 22 contains 14437 members 
Mstep: Class 23 contains 10716 members 
Mstep: Class 24 contains 11140 members 
Mstep: Class 25 contains 7190 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 5135 members 
Mstep: Class 28 contains 11878 members 
Mstep: Class 29 contains 9291 members 
Mstep: Class 30 contains 27096 members 
Mstep: Class 31 contains 15759 members 
Mstep: Class 32 contains 65270 members 
Mstep: Class 33 contains 13734 members 
Mstep: Class 34 contains 8870 members 
Mstep: Class 35 contains 7905 members 
Mstep: Class 36 contains 12340 members 
Mstep: Class 37 contains 12706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139134400.000000 Penalty: 129119.515625
Iteration 72Q: 38 clusters Score -1.391344e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6509 members 
Mstep: Class 3 contains 29835 members 
Mstep: Class 4 contains 8657 members 
Mstep: Class 5 contains 22466 members 
Mstep: Class 6 contains 144543 members 
Mstep: Class 7 contains 4787 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 110653 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 16015 members 
Mstep: Class 12 contains 10938 members 
Mstep: Class 13 contains 70819 members 
Mstep: Class 14 contains 26936 members 
Mstep: Class 15 contains 217752 members 
Mstep: Class 16 contains 54532 members 
Mstep: Class 17 contains 68281 members 
Mstep: Class 18 contains 56818 members 
Mstep: Class 19 contains 137014 members 
Mstep: Class 20 contains 21641 members 
Mstep: Class 21 contains 21991 members 
Mstep: Class 22 contains 14469 members 
Mstep: Class 23 contains 10817 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 7176 members 
Mstep: Class 26 contains 5471 members 
Mstep: Class 27 contains 5171 members 
Mstep: Class 28 contains 11885 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 27020 members 
Mstep: Class 31 contains 15759 members 
Mstep: Class 32 contains 65257 members 
Mstep: Class 33 contains 13777 members 
Mstep: Class 34 contains 8863 members 
Mstep: Class 35 contains 8046 members 
Mstep: Class 36 contains 12351 members 
Mstep: Class 37 contains 12697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139134928.000000 Penalty: 129119.515625
Iteration 73Q: 38 clusters Score -1.391349e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6510 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 8690 members 
Mstep: Class 5 contains 22478 members 
Mstep: Class 6 contains 144503 members 
Mstep: Class 7 contains 4822 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 110650 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 16017 members 
Mstep: Class 12 contains 10640 members 
Mstep: Class 13 contains 70806 members 
Mstep: Class 14 contains 26901 members 
Mstep: Class 15 contains 217760 members 
Mstep: Class 16 contains 54562 members 
Mstep: Class 17 contains 68212 members 
Mstep: Class 18 contains 56795 members 
Mstep: Class 19 contains 136913 members 
Mstep: Class 20 contains 21667 members 
Mstep: Class 21 contains 21983 members 
Mstep: Class 22 contains 14504 members 
Mstep: Class 23 contains 10916 members 
Mstep: Class 24 contains 11125 members 
Mstep: Class 25 contains 7170 members 
Mstep: Class 26 contains 5477 members 
Mstep: Class 27 contains 5210 members 
Mstep: Class 28 contains 11892 members 
Mstep: Class 29 contains 9856 members 
Mstep: Class 30 contains 26897 members 
Mstep: Class 31 contains 15761 members 
Mstep: Class 32 contains 65211 members 
Mstep: Class 33 contains 13810 members 
Mstep: Class 34 contains 8852 members 
Mstep: Class 35 contains 8193 members 
Mstep: Class 36 contains 12352 members 
Mstep: Class 37 contains 12688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139135712.000000 Penalty: 129119.515625
Iteration 74Q: 38 clusters Score -1.391357e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6511 members 
Mstep: Class 3 contains 29838 members 
Mstep: Class 4 contains 8731 members 
Mstep: Class 5 contains 22479 members 
Mstep: Class 6 contains 144474 members 
Mstep: Class 7 contains 4848 members 
Mstep: Class 8 contains 17623 members 
Mstep: Class 9 contains 110648 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 16017 members 
Mstep: Class 12 contains 10372 members 
Mstep: Class 13 contains 70806 members 
Mstep: Class 14 contains 26877 members 
Mstep: Class 15 contains 217761 members 
Mstep: Class 16 contains 54572 members 
Mstep: Class 17 contains 68139 members 
Mstep: Class 18 contains 56781 members 
Mstep: Class 19 contains 136801 members 
Mstep: Class 20 contains 21678 members 
Mstep: Class 21 contains 21976 members 
Mstep: Class 22 contains 14543 members 
Mstep: Class 23 contains 11017 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 7168 members 
Mstep: Class 26 contains 5487 members 
Mstep: Class 27 contains 5230 members 
Mstep: Class 28 contains 11894 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 26757 members 
Mstep: Class 31 contains 15767 members 
Mstep: Class 32 contains 65169 members 
Mstep: Class 33 contains 13836 members 
Mstep: Class 34 contains 8840 members 
Mstep: Class 35 contains 8336 members 
Mstep: Class 36 contains 12360 members 
Mstep: Class 37 contains 12676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139136432.000000 Penalty: 129119.515625
Iteration 75Q: 38 clusters Score -1.391364e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6517 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 8769 members 
Mstep: Class 5 contains 22480 members 
Mstep: Class 6 contains 144453 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 17603 members 
Mstep: Class 9 contains 110658 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 16019 members 
Mstep: Class 12 contains 10154 members 
Mstep: Class 13 contains 70793 members 
Mstep: Class 14 contains 26849 members 
Mstep: Class 15 contains 217758 members 
Mstep: Class 16 contains 54550 members 
Mstep: Class 17 contains 68068 members 
Mstep: Class 18 contains 56767 members 
Mstep: Class 19 contains 136664 members 
Mstep: Class 20 contains 21681 members 
Mstep: Class 21 contains 21966 members 
Mstep: Class 22 contains 14592 members 
Mstep: Class 23 contains 11138 members 
Mstep: Class 24 contains 11119 members 
Mstep: Class 25 contains 7164 members 
Mstep: Class 26 contains 5492 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 11898 members 
Mstep: Class 29 contains 10457 members 
Mstep: Class 30 contains 26601 members 
Mstep: Class 31 contains 15767 members 
Mstep: Class 32 contains 65128 members 
Mstep: Class 33 contains 13873 members 
Mstep: Class 34 contains 8831 members 
Mstep: Class 35 contains 8504 members 
Mstep: Class 36 contains 12362 members 
Mstep: Class 37 contains 12670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139136720.000000 Penalty: 129119.515625
Iteration 76Q: 38 clusters Score -1.391367e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6518 members 
Mstep: Class 3 contains 29836 members 
Mstep: Class 4 contains 8781 members 
Mstep: Class 5 contains 22488 members 
Mstep: Class 6 contains 144445 members 
Mstep: Class 7 contains 4900 members 
Mstep: Class 8 contains 17578 members 
Mstep: Class 9 contains 110665 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 16021 members 
Mstep: Class 12 contains 9973 members 
Mstep: Class 13 contains 70791 members 
Mstep: Class 14 contains 26820 members 
Mstep: Class 15 contains 217742 members 
Mstep: Class 16 contains 54528 members 
Mstep: Class 17 contains 67997 members 
Mstep: Class 18 contains 56743 members 
Mstep: Class 19 contains 136545 members 
Mstep: Class 20 contains 21674 members 
Mstep: Class 21 contains 21961 members 
Mstep: Class 22 contains 14625 members 
Mstep: Class 23 contains 11249 members 
Mstep: Class 24 contains 11117 members 
Mstep: Class 25 contains 7160 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 11901 members 
Mstep: Class 29 contains 10685 members 
Mstep: Class 30 contains 26476 members 
Mstep: Class 31 contains 15762 members 
Mstep: Class 32 contains 65103 members 
Mstep: Class 33 contains 13922 members 
Mstep: Class 34 contains 8821 members 
Mstep: Class 35 contains 8682 members 
Mstep: Class 36 contains 12367 members 
Mstep: Class 37 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139137808.000000 Penalty: 129119.515625
Iteration 77Q: 38 clusters Score -1.391378e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 29834 members 
Mstep: Class 4 contains 8759 members 
Mstep: Class 5 contains 22500 members 
Mstep: Class 6 contains 144439 members 
Mstep: Class 7 contains 4908 members 
Mstep: Class 8 contains 17566 members 
Mstep: Class 9 contains 110662 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 16024 members 
Mstep: Class 12 contains 9838 members 
Mstep: Class 13 contains 70776 members 
Mstep: Class 14 contains 26794 members 
Mstep: Class 15 contains 217715 members 
Mstep: Class 16 contains 54502 members 
Mstep: Class 17 contains 67941 members 
Mstep: Class 18 contains 56737 members 
Mstep: Class 19 contains 136439 members 
Mstep: Class 20 contains 21665 members 
Mstep: Class 21 contains 21958 members 
Mstep: Class 22 contains 14667 members 
Mstep: Class 23 contains 11385 members 
Mstep: Class 24 contains 11118 members 
Mstep: Class 25 contains 7157 members 
Mstep: Class 26 contains 5501 members 
Mstep: Class 27 contains 5294 members 
Mstep: Class 28 contains 11904 members 
Mstep: Class 29 contains 10891 members 
Mstep: Class 30 contains 26383 members 
Mstep: Class 31 contains 15752 members 
Mstep: Class 32 contains 65058 members 
Mstep: Class 33 contains 13959 members 
Mstep: Class 34 contains 8812 members 
Mstep: Class 35 contains 8830 members 
Mstep: Class 36 contains 12372 members 
Mstep: Class 37 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139137984.000000 Penalty: 129119.515625
Iteration 78Q: 38 clusters Score -1.39138e+08 nChanged 1554
Entering ConstructFrom: 
Score: -139137984.000000 Penalty: 129119.515625
Entering ConstructFrom: 
Trying to split cluster 1 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -154865.609375 Penalty: 1849.343994
	Iteration 0F: 2 clusters Score -154865.6 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 864 members 
Entering Unmasked Estep 
Score: -152686.062500 Penalty: 3698.687988
	Iteration 0F: 3 clusters Score -152686.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -154234.562500 Penalty: 3698.687988
	Iteration 1F: 3 clusters Score -154234.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -156593.203125 Penalty: 3698.687988
	Iteration 2F: 3 clusters Score -156593.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -159728.578125 Penalty: 3698.687988
	Iteration 3F: 3 clusters Score -159728.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -160924.921875 Penalty: 3698.687988
	Iteration 4Q: 3 clusters Score -160924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -161030.906250 Penalty: 3698.687988
	Iteration 5Q: 3 clusters Score -161030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -161034.718750 Penalty: 3698.687988
	Iteration 6Q: 3 clusters Score -161034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -161037.250000 Penalty: 3698.687988
	Iteration 7F: 3 clusters Score -161037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -161071.109375 Penalty: 3698.687988
	Iteration 8Q: 3 clusters Score -161071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -161073.937500 Penalty: 3698.687988
	Iteration 9Q: 3 clusters Score -161073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -161073.937500 Penalty: 3698.687988
	Iteration 10F: 3 clusters Score -161073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 8763 members 
Mstep: Class 5 contains 22505 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 16021 members 
Mstep: Class 12 contains 9756 members 
Mstep: Class 13 contains 70766 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Entering Unmasked Estep 
Score: -139142368.000000 Penalty: 132609.234375
Splitting cluster 1 changes total score from -139137984.000000 to -139142368.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 2 (6514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Entering Unmasked Estep 
Score: -642647.312500 Penalty: 2177.863770
	Iteration 0F: 2 clusters Score -642647.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -637247.875000 Penalty: 4355.727539
	Iteration 0F: 3 clusters Score -637247.9 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -639131.437500 Penalty: 4355.727539
	Iteration 1F: 3 clusters Score -639131.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -639940.062500 Penalty: 4355.727539
	Iteration 2F: 3 clusters Score -639940.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -640614.875000 Penalty: 4355.727539
	Iteration 3F: 3 clusters Score -640614.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -641149.875000 Penalty: 4355.727539
	Iteration 4F: 3 clusters Score -641149.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -641497.500000 Penalty: 4355.727539
	Iteration 5F: 3 clusters Score -641497.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -641698.500000 Penalty: 4355.727539
	Iteration 6Q: 3 clusters Score -641698.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -641858.625000 Penalty: 4355.727539
	Iteration 7Q: 3 clusters Score -641858.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -641969.437500 Penalty: 4355.727539
	Iteration 8Q: 3 clusters Score -641969.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -642038.000000 Penalty: 4355.727539
	Iteration 9Q: 3 clusters Score -642038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -642073.875000 Penalty: 4355.727539
	Iteration 10Q: 3 clusters Score -642073.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -642097.625000 Penalty: 4355.727539
	Iteration 11Q: 3 clusters Score -642097.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -642112.687500 Penalty: 4355.727539
	Iteration 12Q: 3 clusters Score -642112.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -642123.875000 Penalty: 4355.727539
	Iteration 13Q: 3 clusters Score -642123.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -642133.500000 Penalty: 4355.727539
	Iteration 14Q: 3 clusters Score -642133.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -642140.625000 Penalty: 4355.727539
	Iteration 15Q: 3 clusters Score -642140.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -642146.750000 Penalty: 4355.727539
	Iteration 16Q: 3 clusters Score -642146.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -642149.187500 Penalty: 4355.727539
	Iteration 17Q: 3 clusters Score -642149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -642151.875000 Penalty: 4355.727539
	Iteration 18Q: 3 clusters Score -642151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -642154.062500 Penalty: 4355.727539
	Iteration 19Q: 3 clusters Score -642154.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -642154.375000 Penalty: 4355.727539
	Iteration 20F: 3 clusters Score -642154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -642154.625000 Penalty: 4355.727539
	Iteration 21Q: 3 clusters Score -642154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -642156.250000 Penalty: 4355.727539
	Iteration 22Q: 3 clusters Score -642156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -642156.312500 Penalty: 4355.727539
	Iteration 23Q: 3 clusters Score -642156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -642156.312500 Penalty: 4355.727539
	Iteration 24F: 3 clusters Score -642156.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Entering Unmasked Estep 
Score: -3387303.250000 Penalty: 2555.285889
	Iteration 0F: 2 clusters Score -3387303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3366978.000000 Penalty: 5110.571777
	Iteration 0F: 3 clusters Score -3366978 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3374462.750000 Penalty: 5110.571777
	Iteration 1F: 3 clusters Score -3374463 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3375073.750000 Penalty: 5110.571777
	Iteration 2F: 3 clusters Score -3375074 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3375717.250000 Penalty: 5110.571777
	Iteration 3Q: 3 clusters Score -3375717 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3376504.750000 Penalty: 5110.571777
	Iteration 4F: 3 clusters Score -3376505 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3377530.750000 Penalty: 5110.571777
	Iteration 5F: 3 clusters Score -3377531 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3378883.500000 Penalty: 5110.571777
	Iteration 6F: 3 clusters Score -3378884 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3380579.250000 Penalty: 5110.571777
	Iteration 7F: 3 clusters Score -3380579 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3382266.000000 Penalty: 5110.571777
	Iteration 8F: 3 clusters Score -3382266 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3383605.500000 Penalty: 5110.571777
	Iteration 9F: 3 clusters Score -3383606 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3384436.000000 Penalty: 5110.571777
	Iteration 10Q: 3 clusters Score -3384436 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3384856.000000 Penalty: 5110.571777
	Iteration 11Q: 3 clusters Score -3384856 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3385082.250000 Penalty: 5110.571777
	Iteration 12Q: 3 clusters Score -3385082 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3385215.000000 Penalty: 5110.571777
	Iteration 13Q: 3 clusters Score -3385215 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3385329.000000 Penalty: 5110.571777
	Iteration 14Q: 3 clusters Score -3385329 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3385398.500000 Penalty: 5110.571777
	Iteration 15Q: 3 clusters Score -3385398 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3385476.000000 Penalty: 5110.571777
	Iteration 16Q: 3 clusters Score -3385476 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3385539.500000 Penalty: 5110.571777
	Iteration 17Q: 3 clusters Score -3385540 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3385585.500000 Penalty: 5110.571777
	Iteration 18Q: 3 clusters Score -3385586 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3385611.000000 Penalty: 5110.571777
	Iteration 19Q: 3 clusters Score -3385611 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3385665.250000 Penalty: 5110.571777
	Iteration 20F: 3 clusters Score -3385665 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3385715.750000 Penalty: 5110.571777
	Iteration 21Q: 3 clusters Score -3385716 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3385749.500000 Penalty: 5110.571777
	Iteration 22Q: 3 clusters Score -3385750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3385792.250000 Penalty: 5110.571777
	Iteration 23Q: 3 clusters Score -3385792 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3385815.750000 Penalty: 5110.571777
	Iteration 24Q: 3 clusters Score -3385816 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3385842.000000 Penalty: 5110.571777
	Iteration 25Q: 3 clusters Score -3385842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3385859.250000 Penalty: 5110.571777
	Iteration 26Q: 3 clusters Score -3385859 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3385884.000000 Penalty: 5110.571777
	Iteration 27Q: 3 clusters Score -3385884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3385899.250000 Penalty: 5110.571777
	Iteration 28Q: 3 clusters Score -3385899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3385937.750000 Penalty: 5110.571777
	Iteration 29Q: 3 clusters Score -3385938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3385957.250000 Penalty: 5110.571777
	Iteration 30Q: 3 clusters Score -3385957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3385988.500000 Penalty: 5110.571777
	Iteration 31Q: 3 clusters Score -3385988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3385998.500000 Penalty: 5110.571777
	Iteration 32Q: 3 clusters Score -3385998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3386014.500000 Penalty: 5110.571777
	Iteration 33Q: 3 clusters Score -3386014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3386035.500000 Penalty: 5110.571777
	Iteration 34Q: 3 clusters Score -3386036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3386064.000000 Penalty: 5110.571777
	Iteration 35Q: 3 clusters Score -3386064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3386078.750000 Penalty: 5110.571777
	Iteration 36Q: 3 clusters Score -3386079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3386084.750000 Penalty: 5110.571777
	Iteration 37Q: 3 clusters Score -3386085 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3386111.250000 Penalty: 5110.571777
	Iteration 38Q: 3 clusters Score -3386111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3386126.000000 Penalty: 5110.571777
	Iteration 39Q: 3 clusters Score -3386126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3386131.000000 Penalty: 5110.571777
	Iteration 40F: 3 clusters Score -3386131 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3386148.250000 Penalty: 5110.571777
	Iteration 41Q: 3 clusters Score -3386148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3386156.250000 Penalty: 5110.571777
	Iteration 42Q: 3 clusters Score -3386156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3386174.000000 Penalty: 5110.571777
	Iteration 43Q: 3 clusters Score -3386174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3386183.750000 Penalty: 5110.571777
	Iteration 44Q: 3 clusters Score -3386184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3386195.750000 Penalty: 5110.571777
	Iteration 45Q: 3 clusters Score -3386196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3386216.250000 Penalty: 5110.571777
	Iteration 46Q: 3 clusters Score -3386216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3386231.750000 Penalty: 5110.571777
	Iteration 47Q: 3 clusters Score -3386232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3386259.500000 Penalty: 5110.571777
	Iteration 48Q: 3 clusters Score -3386260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3386280.250000 Penalty: 5110.571777
	Iteration 49Q: 3 clusters Score -3386280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3386302.250000 Penalty: 5110.571777
	Iteration 50Q: 3 clusters Score -3386302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3386331.250000 Penalty: 5110.571777
	Iteration 51Q: 3 clusters Score -3386331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3386345.750000 Penalty: 5110.571777
	Iteration 52Q: 3 clusters Score -3386346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3386348.000000 Penalty: 5110.571777
	Iteration 53Q: 3 clusters Score -3386348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3386354.250000 Penalty: 5110.571777
	Iteration 54Q: 3 clusters Score -3386354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3386359.000000 Penalty: 5110.571777
	Iteration 55Q: 3 clusters Score -3386359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3386359.500000 Penalty: 5110.571777
	Iteration 56Q: 3 clusters Score -3386360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3386369.250000 Penalty: 5110.571777
	Iteration 57Q: 3 clusters Score -3386369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3386370.500000 Penalty: 5110.571777
	Iteration 58Q: 3 clusters Score -3386370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3386374.000000 Penalty: 5110.571777
	Iteration 59Q: 3 clusters Score -3386374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3386388.000000 Penalty: 5110.571777
	Iteration 60F: 3 clusters Score -3386388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3386397.000000 Penalty: 5110.571777
	Iteration 61Q: 3 clusters Score -3386397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3386400.500000 Penalty: 5110.571777
	Iteration 62Q: 3 clusters Score -3386400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3386393.500000 Penalty: 5110.571777
	Iteration 63Q: 3 clusters Score -3386394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3386405.750000 Penalty: 5110.571777
	Iteration 64Q: 3 clusters Score -3386406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3386410.750000 Penalty: 5110.571777
	Iteration 65Q: 3 clusters Score -3386411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3386405.000000 Penalty: 5110.571777
	Iteration 66Q: 3 clusters Score -3386405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3386405.250000 Penalty: 5110.571777
	Iteration 67Q: 3 clusters Score -3386405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3386411.500000 Penalty: 5110.571777
	Iteration 68Q: 3 clusters Score -3386412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3386415.250000 Penalty: 5110.571777
	Iteration 69Q: 3 clusters Score -3386415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3386413.500000 Penalty: 5110.571777
	Iteration 70Q: 3 clusters Score -3386414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3386418.000000 Penalty: 5110.571777
	Iteration 71Q: 3 clusters Score -3386418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3386416.500000 Penalty: 5110.571777
	Iteration 72Q: 3 clusters Score -3386416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3386421.000000 Penalty: 5110.571777
	Iteration 73Q: 3 clusters Score -3386421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3386424.500000 Penalty: 5110.571777
	Iteration 74Q: 3 clusters Score -3386424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3386422.500000 Penalty: 5110.571777
	Iteration 75Q: 3 clusters Score -3386422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3386422.000000 Penalty: 5110.571777
	Iteration 76Q: 3 clusters Score -3386422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3386420.000000 Penalty: 5110.571777
	Iteration 77Q: 3 clusters Score -3386420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3386421.000000 Penalty: 5110.571777
	Iteration 78Q: 3 clusters Score -3386421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3386421.750000 Penalty: 5110.571777
	Iteration 79Q: 3 clusters Score -3386422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3386421.750000 Penalty: 5110.571777
	Iteration 80F: 3 clusters Score -3386422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Entering Unmasked Estep 
Score: -795824.625000 Penalty: 2251.416748
	Iteration 0F: 2 clusters Score -795824.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -789065.187500 Penalty: 4502.833496
	Iteration 0F: 3 clusters Score -789065.2 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -792807.375000 Penalty: 4502.833496
	Iteration 1F: 3 clusters Score -792807.4 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -794726.687500 Penalty: 4502.833496
	Iteration 2F: 3 clusters Score -794726.7 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -796100.000000 Penalty: 4502.833496
	Iteration 3F: 3 clusters Score -796100 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -796832.625000 Penalty: 4502.833496
	Iteration 4F: 3 clusters Score -796832.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -797201.500000 Penalty: 4502.833496
	Iteration 5Q: 3 clusters Score -797201.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -797392.062500 Penalty: 4502.833496
	Iteration 6Q: 3 clusters Score -797392.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -797511.062500 Penalty: 4502.833496
	Iteration 7Q: 3 clusters Score -797511.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -797593.062500 Penalty: 4502.833496
	Iteration 8Q: 3 clusters Score -797593.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -797642.000000 Penalty: 4502.833496
	Iteration 9Q: 3 clusters Score -797642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -797669.187500 Penalty: 4502.833496
	Iteration 10Q: 3 clusters Score -797669.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -797687.625000 Penalty: 4502.833496
	Iteration 11Q: 3 clusters Score -797687.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -797697.875000 Penalty: 4502.833496
	Iteration 12Q: 3 clusters Score -797697.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -797706.250000 Penalty: 4502.833496
	Iteration 13Q: 3 clusters Score -797706.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -797711.375000 Penalty: 4502.833496
	Iteration 14Q: 3 clusters Score -797711.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -797712.875000 Penalty: 4502.833496
	Iteration 15Q: 3 clusters Score -797712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -797714.937500 Penalty: 4502.833496
	Iteration 16Q: 3 clusters Score -797714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -797714.437500 Penalty: 4502.833496
	Iteration 17Q: 3 clusters Score -797714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -797715.937500 Penalty: 4502.833496
	Iteration 18Q: 3 clusters Score -797715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -797718.000000 Penalty: 4502.833496
	Iteration 19Q: 3 clusters Score -797718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -797717.375000 Penalty: 4502.833496
	Iteration 20F: 3 clusters Score -797717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -797717.875000 Penalty: 4502.833496
	Iteration 21Q: 3 clusters Score -797717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -797720.000000 Penalty: 4502.833496
	Iteration 22Q: 3 clusters Score -797720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -797720.000000 Penalty: 4502.833496
	Iteration 23F: 3 clusters Score -797720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 22505 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 16021 members 
Mstep: Class 12 contains 9756 members 
Mstep: Class 13 contains 70766 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Entering Unmasked Estep 
Score: -139143296.000000 Penalty: 136098.953125
Splitting cluster 4 changes total score from -139137984.000000 to -139143296.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 5 (22505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Entering Unmasked Estep 
Score: -2317923.750000 Penalty: 2485.330322
	Iteration 0F: 2 clusters Score -2317924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2302171.750000 Penalty: 4970.660645
	Iteration 0F: 3 clusters Score -2302172 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2308064.500000 Penalty: 4970.660645
	Iteration 1F: 3 clusters Score -2308064 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2309104.750000 Penalty: 4970.660645
	Iteration 2F: 3 clusters Score -2309105 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2310413.500000 Penalty: 4970.660645
	Iteration 3F: 3 clusters Score -2310414 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2311821.250000 Penalty: 4970.660645
	Iteration 4F: 3 clusters Score -2311821 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2313063.500000 Penalty: 4970.660645
	Iteration 5F: 3 clusters Score -2313064 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2314152.250000 Penalty: 4970.660645
	Iteration 6F: 3 clusters Score -2314152 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2315061.750000 Penalty: 4970.660645
	Iteration 7F: 3 clusters Score -2315062 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2315712.500000 Penalty: 4970.660645
	Iteration 8Q: 3 clusters Score -2315712 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2316178.750000 Penalty: 4970.660645
	Iteration 9Q: 3 clusters Score -2316179 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2316533.750000 Penalty: 4970.660645
	Iteration 10Q: 3 clusters Score -2316534 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2316830.500000 Penalty: 4970.660645
	Iteration 11Q: 3 clusters Score -2316830 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2317151.750000 Penalty: 4970.660645
	Iteration 12Q: 3 clusters Score -2317152 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2317438.250000 Penalty: 4970.660645
	Iteration 13Q: 3 clusters Score -2317438 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2317715.500000 Penalty: 4970.660645
	Iteration 14Q: 3 clusters Score -2317716 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2317983.750000 Penalty: 4970.660645
	Iteration 15Q: 3 clusters Score -2317984 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2318197.750000 Penalty: 4970.660645
	Iteration 16Q: 3 clusters Score -2318198 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2318328.000000 Penalty: 4970.660645
	Iteration 17Q: 3 clusters Score -2318328 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2318414.500000 Penalty: 4970.660645
	Iteration 18Q: 3 clusters Score -2318414 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2318472.750000 Penalty: 4970.660645
	Iteration 19Q: 3 clusters Score -2318473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2318526.500000 Penalty: 4970.660645
	Iteration 20F: 3 clusters Score -2318526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2318554.250000 Penalty: 4970.660645
	Iteration 21Q: 3 clusters Score -2318554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2318587.500000 Penalty: 4970.660645
	Iteration 22Q: 3 clusters Score -2318588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2318608.500000 Penalty: 4970.660645
	Iteration 23Q: 3 clusters Score -2318608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2318629.000000 Penalty: 4970.660645
	Iteration 24Q: 3 clusters Score -2318629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2318647.750000 Penalty: 4970.660645
	Iteration 25Q: 3 clusters Score -2318648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2318668.500000 Penalty: 4970.660645
	Iteration 26Q: 3 clusters Score -2318668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2318684.250000 Penalty: 4970.660645
	Iteration 27Q: 3 clusters Score -2318684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2318701.250000 Penalty: 4970.660645
	Iteration 28Q: 3 clusters Score -2318701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2318721.750000 Penalty: 4970.660645
	Iteration 29Q: 3 clusters Score -2318722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2318753.000000 Penalty: 4970.660645
	Iteration 30Q: 3 clusters Score -2318753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2318779.250000 Penalty: 4970.660645
	Iteration 31Q: 3 clusters Score -2318779 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2318835.500000 Penalty: 4970.660645
	Iteration 32Q: 3 clusters Score -2318836 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2318924.500000 Penalty: 4970.660645
	Iteration 33Q: 3 clusters Score -2318924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2319142.000000 Penalty: 4970.660645
	Iteration 34Q: 3 clusters Score -2319142 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2319336.000000 Penalty: 4970.660645
	Iteration 35Q: 3 clusters Score -2319336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2319428.250000 Penalty: 4970.660645
	Iteration 36Q: 3 clusters Score -2319428 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2319502.500000 Penalty: 4970.660645
	Iteration 37Q: 3 clusters Score -2319502 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2319576.250000 Penalty: 4970.660645
	Iteration 38Q: 3 clusters Score -2319576 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2319652.000000 Penalty: 4970.660645
	Iteration 39Q: 3 clusters Score -2319652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2319726.250000 Penalty: 4970.660645
	Iteration 40F: 3 clusters Score -2319726 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2319801.250000 Penalty: 4970.660645
	Iteration 41Q: 3 clusters Score -2319801 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2319904.500000 Penalty: 4970.660645
	Iteration 42Q: 3 clusters Score -2319904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2319999.500000 Penalty: 4970.660645
	Iteration 43Q: 3 clusters Score -2320000 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2320099.500000 Penalty: 4970.660645
	Iteration 44Q: 3 clusters Score -2320100 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2320205.750000 Penalty: 4970.660645
	Iteration 45Q: 3 clusters Score -2320206 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2320323.500000 Penalty: 4970.660645
	Iteration 46Q: 3 clusters Score -2320324 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2320437.750000 Penalty: 4970.660645
	Iteration 47Q: 3 clusters Score -2320438 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2320574.000000 Penalty: 4970.660645
	Iteration 48Q: 3 clusters Score -2320574 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2320680.750000 Penalty: 4970.660645
	Iteration 49Q: 3 clusters Score -2320681 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2320776.000000 Penalty: 4970.660645
	Iteration 50Q: 3 clusters Score -2320776 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2320857.250000 Penalty: 4970.660645
	Iteration 51Q: 3 clusters Score -2320857 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2320935.000000 Penalty: 4970.660645
	Iteration 52Q: 3 clusters Score -2320935 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2320989.750000 Penalty: 4970.660645
	Iteration 53Q: 3 clusters Score -2320990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2321032.750000 Penalty: 4970.660645
	Iteration 54Q: 3 clusters Score -2321033 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2321068.000000 Penalty: 4970.660645
	Iteration 55Q: 3 clusters Score -2321068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2321092.750000 Penalty: 4970.660645
	Iteration 56Q: 3 clusters Score -2321093 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2321115.250000 Penalty: 4970.660645
	Iteration 57Q: 3 clusters Score -2321115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2321123.000000 Penalty: 4970.660645
	Iteration 58Q: 3 clusters Score -2321123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2321133.250000 Penalty: 4970.660645
	Iteration 59Q: 3 clusters Score -2321133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2321197.000000 Penalty: 4970.660645
	Iteration 60F: 3 clusters Score -2321197 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2321239.250000 Penalty: 4970.660645
	Iteration 61Q: 3 clusters Score -2321239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2321265.000000 Penalty: 4970.660645
	Iteration 62Q: 3 clusters Score -2321265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2321280.250000 Penalty: 4970.660645
	Iteration 63Q: 3 clusters Score -2321280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2321289.750000 Penalty: 4970.660645
	Iteration 64Q: 3 clusters Score -2321290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2321305.000000 Penalty: 4970.660645
	Iteration 65Q: 3 clusters Score -2321305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2321312.000000 Penalty: 4970.660645
	Iteration 66Q: 3 clusters Score -2321312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2321312.000000 Penalty: 4970.660645
	Iteration 67Q: 3 clusters Score -2321312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2321315.250000 Penalty: 4970.660645
	Iteration 68Q: 3 clusters Score -2321315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2321320.000000 Penalty: 4970.660645
	Iteration 69Q: 3 clusters Score -2321320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2321328.500000 Penalty: 4970.660645
	Iteration 70Q: 3 clusters Score -2321328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2321324.750000 Penalty: 4970.660645
	Iteration 71Q: 3 clusters Score -2321325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2321328.750000 Penalty: 4970.660645
	Iteration 72Q: 3 clusters Score -2321329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2321327.000000 Penalty: 4970.660645
	Iteration 73Q: 3 clusters Score -2321327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2321331.750000 Penalty: 4970.660645
	Iteration 74Q: 3 clusters Score -2321332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2321328.500000 Penalty: 4970.660645
	Iteration 75Q: 3 clusters Score -2321328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2321328.500000 Penalty: 4970.660645
	Iteration 76F: 3 clusters Score -2321328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 16021 members 
Mstep: Class 12 contains 9756 members 
Mstep: Class 13 contains 70766 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Entering Unmasked Estep 
Score: -139145344.000000 Penalty: 139588.656250
Splitting cluster 5 changes total score from -139137984.000000 to -139145344.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 6 (144426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144426 members 
Entering Unmasked Estep 
Score: -16210941.000000 Penalty: 2946.369629
	Iteration 0F: 2 clusters Score -1.621094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -16114572.000000 Penalty: 5892.739258
	Iteration 0F: 3 clusters Score -1.611457e+07 nChanged 69029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -16154925.000000 Penalty: 5892.739258
	Iteration 1F: 3 clusters Score -1.615492e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -16156559.000000 Penalty: 5892.739258
	Iteration 2Q: 3 clusters Score -1.615656e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 67380 members 
Entering Unmasked Estep 
Score: -16158712.000000 Penalty: 5892.739258
	Iteration 3Q: 3 clusters Score -1.615871e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -16161262.000000 Penalty: 5892.739258
	Iteration 4Q: 3 clusters Score -1.616126e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -16164197.000000 Penalty: 5892.739258
	Iteration 5Q: 3 clusters Score -1.61642e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -16167506.000000 Penalty: 5892.739258
	Iteration 6Q: 3 clusters Score -1.616751e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -16170979.000000 Penalty: 5892.739258
	Iteration 7Q: 3 clusters Score -1.617098e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -16175051.000000 Penalty: 5892.739258
	Iteration 8Q: 3 clusters Score -1.617505e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -16179269.000000 Penalty: 5892.739258
	Iteration 9F: 3 clusters Score -1.617927e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -16182989.000000 Penalty: 5892.739258
	Iteration 10Q: 3 clusters Score -1.618299e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -16185717.000000 Penalty: 5892.739258
	Iteration 11Q: 3 clusters Score -1.618572e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -16187408.000000 Penalty: 5892.739258
	Iteration 12Q: 3 clusters Score -1.618741e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100186 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -16188483.000000 Penalty: 5892.739258
	Iteration 13Q: 3 clusters Score -1.618848e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102025 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -16189289.000000 Penalty: 5892.739258
	Iteration 14Q: 3 clusters Score -1.618929e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -16189875.000000 Penalty: 5892.739258
	Iteration 15Q: 3 clusters Score -1.618988e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -16190378.000000 Penalty: 5892.739258
	Iteration 16Q: 3 clusters Score -1.619038e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108125 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -16191010.000000 Penalty: 5892.739258
	Iteration 17Q: 3 clusters Score -1.619101e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -16191706.000000 Penalty: 5892.739258
	Iteration 18Q: 3 clusters Score -1.619171e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -16192430.000000 Penalty: 5892.739258
	Iteration 19Q: 3 clusters Score -1.619243e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -16193332.000000 Penalty: 5892.739258
	Iteration 20F: 3 clusters Score -1.619333e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -16194337.000000 Penalty: 5892.739258
	Iteration 21Q: 3 clusters Score -1.619434e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120266 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -16195327.000000 Penalty: 5892.739258
	Iteration 22Q: 3 clusters Score -1.619533e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123001 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -16196568.000000 Penalty: 5892.739258
	Iteration 23Q: 3 clusters Score -1.619657e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -16197925.000000 Penalty: 5892.739258
	Iteration 24Q: 3 clusters Score -1.619792e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128529 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -16199298.000000 Penalty: 5892.739258
	Iteration 25Q: 3 clusters Score -1.61993e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131185 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -16200759.000000 Penalty: 5892.739258
	Iteration 26Q: 3 clusters Score -1.620076e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133697 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -16202202.000000 Penalty: 5892.739258
	Iteration 27Q: 3 clusters Score -1.62022e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -16203598.000000 Penalty: 5892.739258
	Iteration 28Q: 3 clusters Score -1.62036e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -16204863.000000 Penalty: 5892.739258
	Iteration 29Q: 3 clusters Score -1.620486e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139553 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -16205916.000000 Penalty: 5892.739258
	Iteration 30Q: 3 clusters Score -1.620592e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140782 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -16206625.000000 Penalty: 5892.739258
	Iteration 31Q: 3 clusters Score -1.620662e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141655 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -16207245.000000 Penalty: 5892.739258
	Iteration 32Q: 3 clusters Score -1.620724e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142260 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -16207581.000000 Penalty: 5892.739258
	Iteration 33Q: 3 clusters Score -1.620758e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142661 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -16207826.000000 Penalty: 5892.739258
	Iteration 34Q: 3 clusters Score -1.620783e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142925 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -16207961.000000 Penalty: 5892.739258
	Iteration 35Q: 3 clusters Score -1.620796e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16208111.000000 Penalty: 5892.739258
	Iteration 36Q: 3 clusters Score -1.620811e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143323 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16208221.000000 Penalty: 5892.739258
	Iteration 37Q: 3 clusters Score -1.620822e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143430 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -16208289.000000 Penalty: 5892.739258
	Iteration 38Q: 3 clusters Score -1.620829e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143502 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16208312.000000 Penalty: 5892.739258
	Iteration 39Q: 3 clusters Score -1.620831e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143560 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16208338.000000 Penalty: 5892.739258
	Iteration 40F: 3 clusters Score -1.620834e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -16208365.000000 Penalty: 5892.739258
	Iteration 41Q: 3 clusters Score -1.620836e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16208394.000000 Penalty: 5892.739258
	Iteration 42Q: 3 clusters Score -1.620839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143673 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16208424.000000 Penalty: 5892.739258
	Iteration 43Q: 3 clusters Score -1.620842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143691 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -16208436.000000 Penalty: 5892.739258
	Iteration 44Q: 3 clusters Score -1.620844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16208435.000000 Penalty: 5892.739258
	Iteration 45Q: 3 clusters Score -1.620844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143714 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16208440.000000 Penalty: 5892.739258
	Iteration 46Q: 3 clusters Score -1.620844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143730 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16208459.000000 Penalty: 5892.739258
	Iteration 47Q: 3 clusters Score -1.620846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143739 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16208454.000000 Penalty: 5892.739258
	Iteration 48Q: 3 clusters Score -1.620845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -16208452.000000 Penalty: 5892.739258
	Iteration 49Q: 3 clusters Score -1.620845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143751 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -16208465.000000 Penalty: 5892.739258
	Iteration 50Q: 3 clusters Score -1.620846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143756 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16208475.000000 Penalty: 5892.739258
	Iteration 51Q: 3 clusters Score -1.620848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143761 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -16208464.000000 Penalty: 5892.739258
	Iteration 52Q: 3 clusters Score -1.620846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143764 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -16208467.000000 Penalty: 5892.739258
	Iteration 53Q: 3 clusters Score -1.620847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143768 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -16208472.000000 Penalty: 5892.739258
	Iteration 54Q: 3 clusters Score -1.620847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16208484.000000 Penalty: 5892.739258
	Iteration 55Q: 3 clusters Score -1.620848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143778 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -16208492.000000 Penalty: 5892.739258
	Iteration 56Q: 3 clusters Score -1.620849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143786 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16208502.000000 Penalty: 5892.739258
	Iteration 57Q: 3 clusters Score -1.62085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143789 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16208505.000000 Penalty: 5892.739258
	Iteration 58Q: 3 clusters Score -1.62085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143792 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -16208514.000000 Penalty: 5892.739258
	Iteration 59Q: 3 clusters Score -1.620851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143793 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -16208507.000000 Penalty: 5892.739258
	Iteration 60F: 3 clusters Score -1.620851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143802 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16208511.000000 Penalty: 5892.739258
	Iteration 61Q: 3 clusters Score -1.620851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143802 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16208507.000000 Penalty: 5892.739258
	Iteration 62Q: 3 clusters Score -1.620851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143803 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16208508.000000 Penalty: 5892.739258
	Iteration 63Q: 3 clusters Score -1.620851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143804 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16208516.000000 Penalty: 5892.739258
	Iteration 64Q: 3 clusters Score -1.620852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143804 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16208516.000000 Penalty: 5892.739258
	Iteration 65F: 3 clusters Score -1.620852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Entering Unmasked Estep 
Score: -491451.781250 Penalty: 2108.213379
	Iteration 0F: 2 clusters Score -491451.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -486970.343750 Penalty: 4216.426758
	Iteration 0F: 3 clusters Score -486970.3 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -488154.187500 Penalty: 4216.426758
	Iteration 1F: 3 clusters Score -488154.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -488458.312500 Penalty: 4216.426758
	Iteration 2F: 3 clusters Score -488458.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -488685.156250 Penalty: 4216.426758
	Iteration 3F: 3 clusters Score -488685.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -488878.875000 Penalty: 4216.426758
	Iteration 4Q: 3 clusters Score -488878.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -489063.562500 Penalty: 4216.426758
	Iteration 5Q: 3 clusters Score -489063.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -489235.593750 Penalty: 4216.426758
	Iteration 6Q: 3 clusters Score -489235.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -489429.468750 Penalty: 4216.426758
	Iteration 7Q: 3 clusters Score -489429.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -489596.531250 Penalty: 4216.426758
	Iteration 8Q: 3 clusters Score -489596.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -489743.812500 Penalty: 4216.426758
	Iteration 9Q: 3 clusters Score -489743.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -489904.781250 Penalty: 4216.426758
	Iteration 10Q: 3 clusters Score -489904.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -490047.500000 Penalty: 4216.426758
	Iteration 11Q: 3 clusters Score -490047.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -490171.125000 Penalty: 4216.426758
	Iteration 12Q: 3 clusters Score -490171.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -490256.062500 Penalty: 4216.426758
	Iteration 13Q: 3 clusters Score -490256.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -490320.406250 Penalty: 4216.426758
	Iteration 14Q: 3 clusters Score -490320.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -490377.218750 Penalty: 4216.426758
	Iteration 15Q: 3 clusters Score -490377.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -490424.906250 Penalty: 4216.426758
	Iteration 16Q: 3 clusters Score -490424.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -490468.156250 Penalty: 4216.426758
	Iteration 17Q: 3 clusters Score -490468.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -490499.937500 Penalty: 4216.426758
	Iteration 18Q: 3 clusters Score -490499.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -490519.531250 Penalty: 4216.426758
	Iteration 19Q: 3 clusters Score -490519.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -490531.218750 Penalty: 4216.426758
	Iteration 20F: 3 clusters Score -490531.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -490541.531250 Penalty: 4216.426758
	Iteration 21Q: 3 clusters Score -490541.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -490547.875000 Penalty: 4216.426758
	Iteration 22Q: 3 clusters Score -490547.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -490556.250000 Penalty: 4216.426758
	Iteration 23Q: 3 clusters Score -490556.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -490562.312500 Penalty: 4216.426758
	Iteration 24Q: 3 clusters Score -490562.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -490566.875000 Penalty: 4216.426758
	Iteration 25Q: 3 clusters Score -490566.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -490574.093750 Penalty: 4216.426758
	Iteration 26Q: 3 clusters Score -490574.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -490578.656250 Penalty: 4216.426758
	Iteration 27Q: 3 clusters Score -490578.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -490581.343750 Penalty: 4216.426758
	Iteration 28Q: 3 clusters Score -490581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -490583.375000 Penalty: 4216.426758
	Iteration 29Q: 3 clusters Score -490583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -490585.062500 Penalty: 4216.426758
	Iteration 30Q: 3 clusters Score -490585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -490587.656250 Penalty: 4216.426758
	Iteration 31Q: 3 clusters Score -490587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -490591.125000 Penalty: 4216.426758
	Iteration 32Q: 3 clusters Score -490591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -490592.656250 Penalty: 4216.426758
	Iteration 33Q: 3 clusters Score -490592.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -490594.812500 Penalty: 4216.426758
	Iteration 34Q: 3 clusters Score -490594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -490595.187500 Penalty: 4216.426758
	Iteration 35Q: 3 clusters Score -490595.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -490595.187500 Penalty: 4216.426758
	Iteration 36F: 3 clusters Score -490595.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Entering Unmasked Estep 
Score: -1870377.250000 Penalty: 2423.685059
	Iteration 0F: 2 clusters Score -1870377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1857906.875000 Penalty: 4847.370117
	Iteration 0F: 3 clusters Score -1857907 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1862056.375000 Penalty: 4847.370117
	Iteration 1F: 3 clusters Score -1862056 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1862461.000000 Penalty: 4847.370117
	Iteration 2F: 3 clusters Score -1862461 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1862840.875000 Penalty: 4847.370117
	Iteration 3Q: 3 clusters Score -1862841 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1863188.000000 Penalty: 4847.370117
	Iteration 4Q: 3 clusters Score -1863188 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1863541.250000 Penalty: 4847.370117
	Iteration 5Q: 3 clusters Score -1863541 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1863869.250000 Penalty: 4847.370117
	Iteration 6Q: 3 clusters Score -1863869 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1864189.250000 Penalty: 4847.370117
	Iteration 7Q: 3 clusters Score -1864189 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1864500.750000 Penalty: 4847.370117
	Iteration 8Q: 3 clusters Score -1864501 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1864773.375000 Penalty: 4847.370117
	Iteration 9Q: 3 clusters Score -1864773 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1865032.875000 Penalty: 4847.370117
	Iteration 10Q: 3 clusters Score -1865033 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1865257.875000 Penalty: 4847.370117
	Iteration 11Q: 3 clusters Score -1865258 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1865468.500000 Penalty: 4847.370117
	Iteration 12Q: 3 clusters Score -1865468 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1865636.750000 Penalty: 4847.370117
	Iteration 13Q: 3 clusters Score -1865637 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1865810.125000 Penalty: 4847.370117
	Iteration 14Q: 3 clusters Score -1865810 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1865952.000000 Penalty: 4847.370117
	Iteration 15Q: 3 clusters Score -1865952 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1866083.250000 Penalty: 4847.370117
	Iteration 16Q: 3 clusters Score -1866083 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1866213.375000 Penalty: 4847.370117
	Iteration 17Q: 3 clusters Score -1866213 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1866364.500000 Penalty: 4847.370117
	Iteration 18Q: 3 clusters Score -1866364 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1866503.125000 Penalty: 4847.370117
	Iteration 19Q: 3 clusters Score -1866503 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1866632.625000 Penalty: 4847.370117
	Iteration 20F: 3 clusters Score -1866633 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1866759.250000 Penalty: 4847.370117
	Iteration 21Q: 3 clusters Score -1866759 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1866885.000000 Penalty: 4847.370117
	Iteration 22Q: 3 clusters Score -1866885 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1867027.500000 Penalty: 4847.370117
	Iteration 23Q: 3 clusters Score -1867028 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1867158.500000 Penalty: 4847.370117
	Iteration 24Q: 3 clusters Score -1867158 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1867275.625000 Penalty: 4847.370117
	Iteration 25Q: 3 clusters Score -1867276 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1867383.875000 Penalty: 4847.370117
	Iteration 26Q: 3 clusters Score -1867384 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1867495.500000 Penalty: 4847.370117
	Iteration 27Q: 3 clusters Score -1867496 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1867596.500000 Penalty: 4847.370117
	Iteration 28Q: 3 clusters Score -1867596 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1867686.875000 Penalty: 4847.370117
	Iteration 29Q: 3 clusters Score -1867687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1867778.750000 Penalty: 4847.370117
	Iteration 30Q: 3 clusters Score -1867779 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1867857.500000 Penalty: 4847.370117
	Iteration 31Q: 3 clusters Score -1867858 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1867928.500000 Penalty: 4847.370117
	Iteration 32Q: 3 clusters Score -1867928 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1867989.750000 Penalty: 4847.370117
	Iteration 33Q: 3 clusters Score -1867990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1868046.250000 Penalty: 4847.370117
	Iteration 34Q: 3 clusters Score -1868046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1868108.875000 Penalty: 4847.370117
	Iteration 35Q: 3 clusters Score -1868109 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1868167.500000 Penalty: 4847.370117
	Iteration 36Q: 3 clusters Score -1868168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1868219.375000 Penalty: 4847.370117
	Iteration 37Q: 3 clusters Score -1868219 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1868260.250000 Penalty: 4847.370117
	Iteration 38Q: 3 clusters Score -1868260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1868283.375000 Penalty: 4847.370117
	Iteration 39Q: 3 clusters Score -1868283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1868303.750000 Penalty: 4847.370117
	Iteration 40F: 3 clusters Score -1868304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1868337.375000 Penalty: 4847.370117
	Iteration 41Q: 3 clusters Score -1868337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1868356.000000 Penalty: 4847.370117
	Iteration 42Q: 3 clusters Score -1868356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1868377.375000 Penalty: 4847.370117
	Iteration 43Q: 3 clusters Score -1868377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1868397.750000 Penalty: 4847.370117
	Iteration 44Q: 3 clusters Score -1868398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1868418.000000 Penalty: 4847.370117
	Iteration 45Q: 3 clusters Score -1868418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1868429.500000 Penalty: 4847.370117
	Iteration 46Q: 3 clusters Score -1868430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1868434.875000 Penalty: 4847.370117
	Iteration 47Q: 3 clusters Score -1868435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1868443.500000 Penalty: 4847.370117
	Iteration 48Q: 3 clusters Score -1868444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1868444.500000 Penalty: 4847.370117
	Iteration 49Q: 3 clusters Score -1868444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1868446.000000 Penalty: 4847.370117
	Iteration 50Q: 3 clusters Score -1868446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1868448.500000 Penalty: 4847.370117
	Iteration 51Q: 3 clusters Score -1868448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1868449.500000 Penalty: 4847.370117
	Iteration 52Q: 3 clusters Score -1868450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1868448.625000 Penalty: 4847.370117
	Iteration 53Q: 3 clusters Score -1868449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1868453.750000 Penalty: 4847.370117
	Iteration 54Q: 3 clusters Score -1868454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1868458.750000 Penalty: 4847.370117
	Iteration 55Q: 3 clusters Score -1868459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1868458.750000 Penalty: 4847.370117
	Iteration 56F: 3 clusters Score -1868459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Entering Unmasked Estep 
Score: -12452287.000000 Penalty: 2880.332520
	Iteration 0F: 2 clusters Score -1.245229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -12378156.000000 Penalty: 5760.665039
	Iteration 0F: 3 clusters Score -1.237816e+07 nChanged 52581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -12408733.000000 Penalty: 5760.665039
	Iteration 1F: 3 clusters Score -1.240873e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -12409791.000000 Penalty: 5760.665039
	Iteration 2Q: 3 clusters Score -1.240979e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -12410993.000000 Penalty: 5760.665039
	Iteration 3Q: 3 clusters Score -1.241099e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -12412377.000000 Penalty: 5760.665039
	Iteration 4Q: 3 clusters Score -1.241238e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -12414045.000000 Penalty: 5760.665039
	Iteration 5Q: 3 clusters Score -1.241404e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -12416104.000000 Penalty: 5760.665039
	Iteration 6Q: 3 clusters Score -1.24161e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -12418570.000000 Penalty: 5760.665039
	Iteration 7Q: 3 clusters Score -1.241857e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -12421509.000000 Penalty: 5760.665039
	Iteration 8F: 3 clusters Score -1.242151e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -12424590.000000 Penalty: 5760.665039
	Iteration 9F: 3 clusters Score -1.242459e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -12428034.000000 Penalty: 5760.665039
	Iteration 10F: 3 clusters Score -1.242803e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -12430955.000000 Penalty: 5760.665039
	Iteration 11Q: 3 clusters Score -1.243096e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -12433070.000000 Penalty: 5760.665039
	Iteration 12Q: 3 clusters Score -1.243307e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -12433982.000000 Penalty: 5760.665039
	Iteration 13Q: 3 clusters Score -1.243398e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -12434459.000000 Penalty: 5760.665039
	Iteration 14Q: 3 clusters Score -1.243446e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -12434739.000000 Penalty: 5760.665039
	Iteration 15Q: 3 clusters Score -1.243474e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -12434908.000000 Penalty: 5760.665039
	Iteration 16Q: 3 clusters Score -1.243491e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -12435065.000000 Penalty: 5760.665039
	Iteration 17Q: 3 clusters Score -1.243506e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -12435224.000000 Penalty: 5760.665039
	Iteration 18Q: 3 clusters Score -1.243522e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -12435331.000000 Penalty: 5760.665039
	Iteration 19Q: 3 clusters Score -1.243533e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -12435519.000000 Penalty: 5760.665039
	Iteration 20F: 3 clusters Score -1.243552e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -12435689.000000 Penalty: 5760.665039
	Iteration 21Q: 3 clusters Score -1.243569e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -12435920.000000 Penalty: 5760.665039
	Iteration 22Q: 3 clusters Score -1.243592e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -12436224.000000 Penalty: 5760.665039
	Iteration 23Q: 3 clusters Score -1.243622e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -12436475.000000 Penalty: 5760.665039
	Iteration 24Q: 3 clusters Score -1.243648e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -12436668.000000 Penalty: 5760.665039
	Iteration 25Q: 3 clusters Score -1.243667e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -12436993.000000 Penalty: 5760.665039
	Iteration 26Q: 3 clusters Score -1.243699e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -12437277.000000 Penalty: 5760.665039
	Iteration 27Q: 3 clusters Score -1.243728e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -12437621.000000 Penalty: 5760.665039
	Iteration 28Q: 3 clusters Score -1.243762e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -12438022.000000 Penalty: 5760.665039
	Iteration 29Q: 3 clusters Score -1.243802e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -12438359.000000 Penalty: 5760.665039
	Iteration 30Q: 3 clusters Score -1.243836e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -12438841.000000 Penalty: 5760.665039
	Iteration 31Q: 3 clusters Score -1.243884e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -12439407.000000 Penalty: 5760.665039
	Iteration 32Q: 3 clusters Score -1.243941e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -12439902.000000 Penalty: 5760.665039
	Iteration 33Q: 3 clusters Score -1.24399e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
Score: -12440478.000000 Penalty: 5760.665039
	Iteration 34Q: 3 clusters Score -1.244048e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -12441134.000000 Penalty: 5760.665039
	Iteration 35Q: 3 clusters Score -1.244113e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -12441788.000000 Penalty: 5760.665039
	Iteration 36Q: 3 clusters Score -1.244179e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -12442461.000000 Penalty: 5760.665039
	Iteration 37Q: 3 clusters Score -1.244246e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -12443144.000000 Penalty: 5760.665039
	Iteration 38Q: 3 clusters Score -1.244314e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -12443903.000000 Penalty: 5760.665039
	Iteration 39Q: 3 clusters Score -1.24439e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -12444813.000000 Penalty: 5760.665039
	Iteration 40F: 3 clusters Score -1.244481e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -12445632.000000 Penalty: 5760.665039
	Iteration 41Q: 3 clusters Score -1.244563e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -12446504.000000 Penalty: 5760.665039
	Iteration 42Q: 3 clusters Score -1.24465e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 96391 members 
Entering Unmasked Estep 
Score: -12447292.000000 Penalty: 5760.665039
	Iteration 43Q: 3 clusters Score -1.244729e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -12447998.000000 Penalty: 5760.665039
	Iteration 44Q: 3 clusters Score -1.2448e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 99452 members 
Entering Unmasked Estep 
Score: -12448627.000000 Penalty: 5760.665039
	Iteration 45Q: 3 clusters Score -1.244863e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -12449129.000000 Penalty: 5760.665039
	Iteration 46Q: 3 clusters Score -1.244913e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -12449629.000000 Penalty: 5760.665039
	Iteration 47Q: 3 clusters Score -1.244963e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -12449964.000000 Penalty: 5760.665039
	Iteration 48Q: 3 clusters Score -1.244996e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -12450184.000000 Penalty: 5760.665039
	Iteration 49Q: 3 clusters Score -1.245018e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -12450409.000000 Penalty: 5760.665039
	Iteration 50Q: 3 clusters Score -1.245041e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -12450624.000000 Penalty: 5760.665039
	Iteration 51Q: 3 clusters Score -1.245062e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -12450744.000000 Penalty: 5760.665039
	Iteration 52Q: 3 clusters Score -1.245074e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -12450855.000000 Penalty: 5760.665039
	Iteration 53Q: 3 clusters Score -1.245086e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -12450931.000000 Penalty: 5760.665039
	Iteration 54Q: 3 clusters Score -1.245093e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -12451005.000000 Penalty: 5760.665039
	Iteration 55Q: 3 clusters Score -1.2451e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 106303 members 
Entering Unmasked Estep 
Score: -12451081.000000 Penalty: 5760.665039
	Iteration 56Q: 3 clusters Score -1.245108e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -12451158.000000 Penalty: 5760.665039
	Iteration 57Q: 3 clusters Score -1.245116e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 106642 members 
Entering Unmasked Estep 
Score: -12451212.000000 Penalty: 5760.665039
	Iteration 58Q: 3 clusters Score -1.245121e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -12451257.000000 Penalty: 5760.665039
	Iteration 59Q: 3 clusters Score -1.245126e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 106899 members 
Entering Unmasked Estep 
Score: -12451298.000000 Penalty: 5760.665039
	Iteration 60F: 3 clusters Score -1.24513e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 107009 members 
Entering Unmasked Estep 
Score: -12451321.000000 Penalty: 5760.665039
	Iteration 61Q: 3 clusters Score -1.245132e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -12451355.000000 Penalty: 5760.665039
	Iteration 62Q: 3 clusters Score -1.245136e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 107165 members 
Entering Unmasked Estep 
Score: -12451362.000000 Penalty: 5760.665039
	Iteration 63Q: 3 clusters Score -1.245136e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -12451361.000000 Penalty: 5760.665039
	Iteration 64Q: 3 clusters Score -1.245136e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -12451354.000000 Penalty: 5760.665039
	Iteration 65Q: 3 clusters Score -1.245135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -12451377.000000 Penalty: 5760.665039
	Iteration 66Q: 3 clusters Score -1.245138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 107337 members 
Entering Unmasked Estep 
Score: -12451379.000000 Penalty: 5760.665039
	Iteration 67Q: 3 clusters Score -1.245138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 107367 members 
Entering Unmasked Estep 
Score: -12451371.000000 Penalty: 5760.665039
	Iteration 68Q: 3 clusters Score -1.245137e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -12451396.000000 Penalty: 5760.665039
	Iteration 69Q: 3 clusters Score -1.24514e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 107418 members 
Entering Unmasked Estep 
Score: -12451421.000000 Penalty: 5760.665039
	Iteration 70Q: 3 clusters Score -1.245142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -12451398.000000 Penalty: 5760.665039
	Iteration 71Q: 3 clusters Score -1.24514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -12451421.000000 Penalty: 5760.665039
	Iteration 72Q: 3 clusters Score -1.245142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -12451414.000000 Penalty: 5760.665039
	Iteration 73Q: 3 clusters Score -1.245141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 107493 members 
Entering Unmasked Estep 
Score: -12451418.000000 Penalty: 5760.665039
	Iteration 74Q: 3 clusters Score -1.245142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 107504 members 
Entering Unmasked Estep 
Score: -12451429.000000 Penalty: 5760.665039
	Iteration 75Q: 3 clusters Score -1.245143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -12451437.000000 Penalty: 5760.665039
	Iteration 76Q: 3 clusters Score -1.245144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 107536 members 
Entering Unmasked Estep 
Score: -12451433.000000 Penalty: 5760.665039
	Iteration 77Q: 3 clusters Score -1.245143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -12451433.000000 Penalty: 5760.665039
	Iteration 78Q: 3 clusters Score -1.245143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -12451434.000000 Penalty: 5760.665039
	Iteration 79Q: 3 clusters Score -1.245143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 107559 members 
Entering Unmasked Estep 
Score: -12451432.000000 Penalty: 5760.665039
	Iteration 80F: 3 clusters Score -1.245143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 107566 members 
Entering Unmasked Estep 
Score: -12451435.000000 Penalty: 5760.665039
	Iteration 81Q: 3 clusters Score -1.245144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 107576 members 
Entering Unmasked Estep 
Score: -12451442.000000 Penalty: 5760.665039
	Iteration 82Q: 3 clusters Score -1.245144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 107581 members 
Entering Unmasked Estep 
Score: -12451436.000000 Penalty: 5760.665039
	Iteration 83Q: 3 clusters Score -1.245144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -12451441.000000 Penalty: 5760.665039
	Iteration 84Q: 3 clusters Score -1.245144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -12451445.000000 Penalty: 5760.665039
	Iteration 85Q: 3 clusters Score -1.245144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -12451445.000000 Penalty: 5760.665039
	Iteration 86F: 3 clusters Score -1.245144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -250914.156250 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -250914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -248078.906250 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -248078.9 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -249826.859375 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -249826.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -250816.109375 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -250816.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -251452.031250 Penalty: 3896.926514
	Iteration 3F: 3 clusters Score -251452 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -251755.203125 Penalty: 3896.926514
	Iteration 4F: 3 clusters Score -251755.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -251926.828125 Penalty: 3896.926514
	Iteration 5Q: 3 clusters Score -251926.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -252147.546875 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -252147.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -252565.328125 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -252565.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -253794.625000 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -253794.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -254019.125000 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -254019.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -254197.828125 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -254197.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -254290.796875 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -254290.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -254380.968750 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -254381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -254433.203125 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -254433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -254488.281250 Penalty: 3896.926514
	Iteration 14Q: 3 clusters Score -254488.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -254539.718750 Penalty: 3896.926514
	Iteration 15Q: 3 clusters Score -254539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -254574.890625 Penalty: 3896.926514
	Iteration 16Q: 3 clusters Score -254574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -254585.250000 Penalty: 3896.926514
	Iteration 17Q: 3 clusters Score -254585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -254599.140625 Penalty: 3896.926514
	Iteration 18Q: 3 clusters Score -254599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -254607.734375 Penalty: 3896.926514
	Iteration 19Q: 3 clusters Score -254607.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -254666.140625 Penalty: 3896.926514
	Iteration 20F: 3 clusters Score -254666.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -254701.046875 Penalty: 3896.926514
	Iteration 21Q: 3 clusters Score -254701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -254725.062500 Penalty: 3896.926514
	Iteration 22Q: 3 clusters Score -254725.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -254754.390625 Penalty: 3896.926514
	Iteration 23Q: 3 clusters Score -254754.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -254771.765625 Penalty: 3896.926514
	Iteration 24Q: 3 clusters Score -254771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -254797.734375 Penalty: 3896.926514
	Iteration 25Q: 3 clusters Score -254797.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -254840.203125 Penalty: 3896.926514
	Iteration 26Q: 3 clusters Score -254840.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -254873.906250 Penalty: 3896.926514
	Iteration 27Q: 3 clusters Score -254873.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -254900.562500 Penalty: 3896.926514
	Iteration 28Q: 3 clusters Score -254900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -254955.468750 Penalty: 3896.926514
	Iteration 29Q: 3 clusters Score -254955.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -255006.328125 Penalty: 3896.926514
	Iteration 30Q: 3 clusters Score -255006.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -255091.203125 Penalty: 3896.926514
	Iteration 31Q: 3 clusters Score -255091.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -255130.140625 Penalty: 3896.926514
	Iteration 32Q: 3 clusters Score -255130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -255209.359375 Penalty: 3896.926514
	Iteration 33Q: 3 clusters Score -255209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -255253.640625 Penalty: 3896.926514
	Iteration 34Q: 3 clusters Score -255253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -255329.140625 Penalty: 3896.926514
	Iteration 35Q: 3 clusters Score -255329.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -255403.625000 Penalty: 3896.926514
	Iteration 36Q: 3 clusters Score -255403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -255581.078125 Penalty: 3896.926514
	Iteration 37Q: 3 clusters Score -255581.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -255698.234375 Penalty: 3896.926514
	Iteration 38Q: 3 clusters Score -255698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -255846.265625 Penalty: 3896.926514
	Iteration 39Q: 3 clusters Score -255846.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -256026.531250 Penalty: 3896.926514
	Iteration 40F: 3 clusters Score -256026.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -256443.015625 Penalty: 3896.926514
	Iteration 41Q: 3 clusters Score -256443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -256993.453125 Penalty: 3896.926514
	Iteration 42Q: 3 clusters Score -256993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -257603.187500 Penalty: 3896.926514
	Iteration 43Q: 3 clusters Score -257603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -257653.812500 Penalty: 3896.926514
	Iteration 44Q: 3 clusters Score -257653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -257657.171875 Penalty: 3896.926514
	Iteration 45Q: 3 clusters Score -257657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -257659.453125 Penalty: 3896.926514
	Iteration 46Q: 3 clusters Score -257659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -257659.453125 Penalty: 3896.926514
	Iteration 47F: 3 clusters Score -257659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 16021 members 
Mstep: Class 12 contains 9756 members 
Mstep: Class 13 contains 70766 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Entering Unmasked Estep 
Score: -139150512.000000 Penalty: 143078.375000
Splitting cluster 10 changes total score from -139137984.000000 to -139150512.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (16021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Entering Unmasked Estep 
Score: -1639517.875000 Penalty: 2401.050781
	Iteration 0F: 2 clusters Score -1639518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1627982.375000 Penalty: 4802.101562
	Iteration 0F: 3 clusters Score -1627982 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1631904.250000 Penalty: 4802.101562
	Iteration 1F: 3 clusters Score -1631904 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1632639.625000 Penalty: 4802.101562
	Iteration 2F: 3 clusters Score -1632640 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1633662.000000 Penalty: 4802.101562
	Iteration 3F: 3 clusters Score -1633662 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1635117.750000 Penalty: 4802.101562
	Iteration 4F: 3 clusters Score -1635118 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1636717.875000 Penalty: 4802.101562
	Iteration 5F: 3 clusters Score -1636718 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1638030.000000 Penalty: 4802.101562
	Iteration 6F: 3 clusters Score -1638030 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1638689.375000 Penalty: 4802.101562
	Iteration 7F: 3 clusters Score -1638689 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1639003.750000 Penalty: 4802.101562
	Iteration 8Q: 3 clusters Score -1639004 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1639216.500000 Penalty: 4802.101562
	Iteration 9Q: 3 clusters Score -1639216 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1639367.750000 Penalty: 4802.101562
	Iteration 10Q: 3 clusters Score -1639368 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1639478.000000 Penalty: 4802.101562
	Iteration 11Q: 3 clusters Score -1639478 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1639571.375000 Penalty: 4802.101562
	Iteration 12Q: 3 clusters Score -1639571 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1639662.250000 Penalty: 4802.101562
	Iteration 13Q: 3 clusters Score -1639662 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1639729.750000 Penalty: 4802.101562
	Iteration 14Q: 3 clusters Score -1639730 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1639810.250000 Penalty: 4802.101562
	Iteration 15Q: 3 clusters Score -1639810 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1639917.875000 Penalty: 4802.101562
	Iteration 16Q: 3 clusters Score -1639918 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1640027.125000 Penalty: 4802.101562
	Iteration 17Q: 3 clusters Score -1640027 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1640143.500000 Penalty: 4802.101562
	Iteration 18Q: 3 clusters Score -1640144 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1640291.250000 Penalty: 4802.101562
	Iteration 19Q: 3 clusters Score -1640291 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1640417.875000 Penalty: 4802.101562
	Iteration 20F: 3 clusters Score -1640418 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1640503.625000 Penalty: 4802.101562
	Iteration 21Q: 3 clusters Score -1640504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1640582.500000 Penalty: 4802.101562
	Iteration 22Q: 3 clusters Score -1640582 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1640637.125000 Penalty: 4802.101562
	Iteration 23Q: 3 clusters Score -1640637 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1640658.125000 Penalty: 4802.101562
	Iteration 24Q: 3 clusters Score -1640658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1640669.500000 Penalty: 4802.101562
	Iteration 25Q: 3 clusters Score -1640670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1640674.875000 Penalty: 4802.101562
	Iteration 26Q: 3 clusters Score -1640675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1640678.875000 Penalty: 4802.101562
	Iteration 27Q: 3 clusters Score -1640679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1640681.250000 Penalty: 4802.101562
	Iteration 28Q: 3 clusters Score -1640681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1640684.875000 Penalty: 4802.101562
	Iteration 29Q: 3 clusters Score -1640685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1640687.875000 Penalty: 4802.101562
	Iteration 30Q: 3 clusters Score -1640688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1640687.750000 Penalty: 4802.101562
	Iteration 31Q: 3 clusters Score -1640688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1640687.750000 Penalty: 4802.101562
	Iteration 32Q: 3 clusters Score -1640688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1640685.000000 Penalty: 4802.101562
	Iteration 33Q: 3 clusters Score -1640685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1640687.500000 Penalty: 4802.101562
	Iteration 34Q: 3 clusters Score -1640688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1640690.250000 Penalty: 4802.101562
	Iteration 35Q: 3 clusters Score -1640690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1640689.750000 Penalty: 4802.101562
	Iteration 36Q: 3 clusters Score -1640690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1640690.500000 Penalty: 4802.101562
	Iteration 37Q: 3 clusters Score -1640690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1640691.375000 Penalty: 4802.101562
	Iteration 38Q: 3 clusters Score -1640691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1640691.875000 Penalty: 4802.101562
	Iteration 39Q: 3 clusters Score -1640692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1640691.875000 Penalty: 4802.101562
	Iteration 40F: 3 clusters Score -1640692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 9756 members 
Mstep: Class 13 contains 70766 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Entering Unmasked Estep 
Score: -139150128.000000 Penalty: 146568.093750
Splitting cluster 11 changes total score from -139137984.000000 to -139150128.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 12 (9756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Entering Unmasked Estep 
Score: -1029421.625000 Penalty: 2278.038086
	Iteration 0F: 2 clusters Score -1029422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1021992.750000 Penalty: 4556.076172
	Iteration 0F: 3 clusters Score -1021993 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1024223.937500 Penalty: 4556.076172
	Iteration 1F: 3 clusters Score -1024224 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1024717.437500 Penalty: 4556.076172
	Iteration 2F: 3 clusters Score -1024717 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1025367.062500 Penalty: 4556.076172
	Iteration 3F: 3 clusters Score -1025367 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1026125.500000 Penalty: 4556.076172
	Iteration 4F: 3 clusters Score -1026126 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1026843.750000 Penalty: 4556.076172
	Iteration 5F: 3 clusters Score -1026844 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1027490.687500 Penalty: 4556.076172
	Iteration 6F: 3 clusters Score -1027491 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1028015.187500 Penalty: 4556.076172
	Iteration 7F: 3 clusters Score -1028015 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1028432.000000 Penalty: 4556.076172
	Iteration 8Q: 3 clusters Score -1028432 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1028760.812500 Penalty: 4556.076172
	Iteration 9Q: 3 clusters Score -1028761 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1029076.250000 Penalty: 4556.076172
	Iteration 10Q: 3 clusters Score -1029076 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1029375.875000 Penalty: 4556.076172
	Iteration 11Q: 3 clusters Score -1029376 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1029681.000000 Penalty: 4556.076172
	Iteration 12Q: 3 clusters Score -1029681 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1029922.437500 Penalty: 4556.076172
	Iteration 13Q: 3 clusters Score -1029922 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1030116.187500 Penalty: 4556.076172
	Iteration 14Q: 3 clusters Score -1030116 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1030297.750000 Penalty: 4556.076172
	Iteration 15Q: 3 clusters Score -1030298 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1030457.375000 Penalty: 4556.076172
	Iteration 16Q: 3 clusters Score -1030457 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1030605.125000 Penalty: 4556.076172
	Iteration 17Q: 3 clusters Score -1030605 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1030735.625000 Penalty: 4556.076172
	Iteration 18Q: 3 clusters Score -1030736 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1030856.875000 Penalty: 4556.076172
	Iteration 19Q: 3 clusters Score -1030857 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1030946.437500 Penalty: 4556.076172
	Iteration 20F: 3 clusters Score -1030946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1031007.187500 Penalty: 4556.076172
	Iteration 21Q: 3 clusters Score -1031007 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1031062.250000 Penalty: 4556.076172
	Iteration 22Q: 3 clusters Score -1031062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1031105.312500 Penalty: 4556.076172
	Iteration 23Q: 3 clusters Score -1031105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1031143.187500 Penalty: 4556.076172
	Iteration 24Q: 3 clusters Score -1031143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1031174.500000 Penalty: 4556.076172
	Iteration 25Q: 3 clusters Score -1031174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1031199.625000 Penalty: 4556.076172
	Iteration 26Q: 3 clusters Score -1031200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1031227.000000 Penalty: 4556.076172
	Iteration 27Q: 3 clusters Score -1031227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1031248.000000 Penalty: 4556.076172
	Iteration 28Q: 3 clusters Score -1031248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1031261.250000 Penalty: 4556.076172
	Iteration 29Q: 3 clusters Score -1031261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1031279.812500 Penalty: 4556.076172
	Iteration 30Q: 3 clusters Score -1031280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1031299.000000 Penalty: 4556.076172
	Iteration 31Q: 3 clusters Score -1031299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1031311.937500 Penalty: 4556.076172
	Iteration 32Q: 3 clusters Score -1031312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1031321.687500 Penalty: 4556.076172
	Iteration 33Q: 3 clusters Score -1031322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1031328.062500 Penalty: 4556.076172
	Iteration 34Q: 3 clusters Score -1031328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1031333.000000 Penalty: 4556.076172
	Iteration 35Q: 3 clusters Score -1031333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1031336.062500 Penalty: 4556.076172
	Iteration 36Q: 3 clusters Score -1031336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1031337.000000 Penalty: 4556.076172
	Iteration 37Q: 3 clusters Score -1031337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1031338.375000 Penalty: 4556.076172
	Iteration 38Q: 3 clusters Score -1031338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1031342.875000 Penalty: 4556.076172
	Iteration 39Q: 3 clusters Score -1031343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1031344.000000 Penalty: 4556.076172
	Iteration 40F: 3 clusters Score -1031344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1031346.375000 Penalty: 4556.076172
	Iteration 41Q: 3 clusters Score -1031346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1031348.062500 Penalty: 4556.076172
	Iteration 42Q: 3 clusters Score -1031348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1031350.437500 Penalty: 4556.076172
	Iteration 43Q: 3 clusters Score -1031350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1031352.875000 Penalty: 4556.076172
	Iteration 44Q: 3 clusters Score -1031353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1031354.750000 Penalty: 4556.076172
	Iteration 45Q: 3 clusters Score -1031355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1031357.625000 Penalty: 4556.076172
	Iteration 46Q: 3 clusters Score -1031358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1031363.812500 Penalty: 4556.076172
	Iteration 47Q: 3 clusters Score -1031364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1031369.812500 Penalty: 4556.076172
	Iteration 48Q: 3 clusters Score -1031370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1031376.437500 Penalty: 4556.076172
	Iteration 49Q: 3 clusters Score -1031376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1031379.625000 Penalty: 4556.076172
	Iteration 50Q: 3 clusters Score -1031380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1031381.375000 Penalty: 4556.076172
	Iteration 51Q: 3 clusters Score -1031381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1031380.562500 Penalty: 4556.076172
	Iteration 52Q: 3 clusters Score -1031381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1031384.750000 Penalty: 4556.076172
	Iteration 53Q: 3 clusters Score -1031385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1031385.812500 Penalty: 4556.076172
	Iteration 54Q: 3 clusters Score -1031386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1031387.000000 Penalty: 4556.076172
	Iteration 55Q: 3 clusters Score -1031387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1031389.000000 Penalty: 4556.076172
	Iteration 56Q: 3 clusters Score -1031389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1031390.750000 Penalty: 4556.076172
	Iteration 57Q: 3 clusters Score -1031391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1031389.500000 Penalty: 4556.076172
	Iteration 58Q: 3 clusters Score -1031390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1031390.750000 Penalty: 4556.076172
	Iteration 59Q: 3 clusters Score -1031391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1031390.937500 Penalty: 4556.076172
	Iteration 60F: 3 clusters Score -1031391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 70766 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Entering Unmasked Estep 
Score: -139151056.000000 Penalty: 150057.812500
Splitting cluster 12 changes total score from -139137984.000000 to -139151056.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 13 (70766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Entering Unmasked Estep 
Score: -7986932.500000 Penalty: 2769.449219
	Iteration 0F: 2 clusters Score -7986932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -7939399.500000 Penalty: 5538.898438
	Iteration 0F: 3 clusters Score -7939400 nChanged 33180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -7958535.500000 Penalty: 5538.898438
	Iteration 1F: 3 clusters Score -7958536 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -7960273.500000 Penalty: 5538.898438
	Iteration 2Q: 3 clusters Score -7960274 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -7963354.000000 Penalty: 5538.898438
	Iteration 3F: 3 clusters Score -7963354 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -7968083.000000 Penalty: 5538.898438
	Iteration 4F: 3 clusters Score -7968083 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -7973504.500000 Penalty: 5538.898438
	Iteration 5F: 3 clusters Score -7973504 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -7978553.500000 Penalty: 5538.898438
	Iteration 6F: 3 clusters Score -7978554 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -7982619.000000 Penalty: 5538.898438
	Iteration 7F: 3 clusters Score -7982619 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -7985728.000000 Penalty: 5538.898438
	Iteration 8Q: 3 clusters Score -7985728 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -7988383.500000 Penalty: 5538.898438
	Iteration 9Q: 3 clusters Score -7988384 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -7990389.500000 Penalty: 5538.898438
	Iteration 10Q: 3 clusters Score -7990390 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7991427.000000 Penalty: 5538.898438
	Iteration 11Q: 3 clusters Score -7991427 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -7991983.500000 Penalty: 5538.898438
	Iteration 12Q: 3 clusters Score -7991984 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -7992234.500000 Penalty: 5538.898438
	Iteration 13Q: 3 clusters Score -7992234 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -7992310.500000 Penalty: 5538.898438
	Iteration 14Q: 3 clusters Score -7992310 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -7992393.000000 Penalty: 5538.898438
	Iteration 15Q: 3 clusters Score -7992393 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -7992441.000000 Penalty: 5538.898438
	Iteration 16Q: 3 clusters Score -7992441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -7992454.000000 Penalty: 5538.898438
	Iteration 17Q: 3 clusters Score -7992454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -7992459.000000 Penalty: 5538.898438
	Iteration 18Q: 3 clusters Score -7992459 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -7992455.500000 Penalty: 5538.898438
	Iteration 19Q: 3 clusters Score -7992456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -7992474.000000 Penalty: 5538.898438
	Iteration 20F: 3 clusters Score -7992474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -7992466.000000 Penalty: 5538.898438
	Iteration 21Q: 3 clusters Score -7992466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -7992462.000000 Penalty: 5538.898438
	Iteration 22Q: 3 clusters Score -7992462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -7992449.000000 Penalty: 5538.898438
	Iteration 23Q: 3 clusters Score -7992449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -7992450.000000 Penalty: 5538.898438
	Iteration 24Q: 3 clusters Score -7992450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -7992448.500000 Penalty: 5538.898438
	Iteration 25Q: 3 clusters Score -7992448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -7992442.000000 Penalty: 5538.898438
	Iteration 26Q: 3 clusters Score -7992442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -7992435.000000 Penalty: 5538.898438
	Iteration 27Q: 3 clusters Score -7992435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -7992444.000000 Penalty: 5538.898438
	Iteration 28Q: 3 clusters Score -7992444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -7992444.500000 Penalty: 5538.898438
	Iteration 29Q: 3 clusters Score -7992444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -7992452.000000 Penalty: 5538.898438
	Iteration 30Q: 3 clusters Score -7992452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -7992443.500000 Penalty: 5538.898438
	Iteration 31Q: 3 clusters Score -7992444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -7992445.500000 Penalty: 5538.898438
	Iteration 32Q: 3 clusters Score -7992446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -7992440.500000 Penalty: 5538.898438
	Iteration 33Q: 3 clusters Score -7992440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -7992445.500000 Penalty: 5538.898438
	Iteration 34Q: 3 clusters Score -7992446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -7992453.000000 Penalty: 5538.898438
	Iteration 35Q: 3 clusters Score -7992453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -7992448.000000 Penalty: 5538.898438
	Iteration 36Q: 3 clusters Score -7992448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -7992448.000000 Penalty: 5538.898438
	Iteration 37Q: 3 clusters Score -7992448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -7992455.000000 Penalty: 5538.898438
	Iteration 38Q: 3 clusters Score -7992455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -7992451.500000 Penalty: 5538.898438
	Iteration 39Q: 3 clusters Score -7992452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -7992452.500000 Penalty: 5538.898438
	Iteration 40F: 3 clusters Score -7992452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Entering Unmasked Estep 
Score: -139155120.000000 Penalty: 153547.531250
Splitting cluster 13 changes total score from -139137984.000000 to -139155120.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 14 (26766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Entering Unmasked Estep 
Score: -2993338.250000 Penalty: 2528.332275
	Iteration 0F: 2 clusters Score -2993338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2974939.000000 Penalty: 5056.664551
	Iteration 0F: 3 clusters Score -2974939 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2981716.250000 Penalty: 5056.664551
	Iteration 1F: 3 clusters Score -2981716 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2982767.500000 Penalty: 5056.664551
	Iteration 2F: 3 clusters Score -2982768 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2984207.750000 Penalty: 5056.664551
	Iteration 3F: 3 clusters Score -2984208 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2986146.250000 Penalty: 5056.664551
	Iteration 4F: 3 clusters Score -2986146 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2988278.250000 Penalty: 5056.664551
	Iteration 5F: 3 clusters Score -2988278 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2990097.250000 Penalty: 5056.664551
	Iteration 6F: 3 clusters Score -2990097 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2991425.250000 Penalty: 5056.664551
	Iteration 7F: 3 clusters Score -2991425 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2992486.750000 Penalty: 5056.664551
	Iteration 8Q: 3 clusters Score -2992487 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2993407.500000 Penalty: 5056.664551
	Iteration 9Q: 3 clusters Score -2993408 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2994248.250000 Penalty: 5056.664551
	Iteration 10Q: 3 clusters Score -2994248 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2994803.500000 Penalty: 5056.664551
	Iteration 11Q: 3 clusters Score -2994804 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2995054.000000 Penalty: 5056.664551
	Iteration 12Q: 3 clusters Score -2995054 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2995160.250000 Penalty: 5056.664551
	Iteration 13Q: 3 clusters Score -2995160 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2995225.500000 Penalty: 5056.664551
	Iteration 14Q: 3 clusters Score -2995226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2995272.250000 Penalty: 5056.664551
	Iteration 15Q: 3 clusters Score -2995272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2995307.250000 Penalty: 5056.664551
	Iteration 16Q: 3 clusters Score -2995307 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2995329.000000 Penalty: 5056.664551
	Iteration 17Q: 3 clusters Score -2995329 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2995345.750000 Penalty: 5056.664551
	Iteration 18Q: 3 clusters Score -2995346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2995381.000000 Penalty: 5056.664551
	Iteration 19Q: 3 clusters Score -2995381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2995421.250000 Penalty: 5056.664551
	Iteration 20F: 3 clusters Score -2995421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2995447.500000 Penalty: 5056.664551
	Iteration 21Q: 3 clusters Score -2995448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2995479.250000 Penalty: 5056.664551
	Iteration 22Q: 3 clusters Score -2995479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2995516.500000 Penalty: 5056.664551
	Iteration 23Q: 3 clusters Score -2995516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2995532.500000 Penalty: 5056.664551
	Iteration 24Q: 3 clusters Score -2995532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2995552.500000 Penalty: 5056.664551
	Iteration 25Q: 3 clusters Score -2995552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2995559.250000 Penalty: 5056.664551
	Iteration 26Q: 3 clusters Score -2995559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2995584.250000 Penalty: 5056.664551
	Iteration 27Q: 3 clusters Score -2995584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2995603.000000 Penalty: 5056.664551
	Iteration 28Q: 3 clusters Score -2995603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2995639.500000 Penalty: 5056.664551
	Iteration 29Q: 3 clusters Score -2995640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2995657.750000 Penalty: 5056.664551
	Iteration 30Q: 3 clusters Score -2995658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2995680.750000 Penalty: 5056.664551
	Iteration 31Q: 3 clusters Score -2995681 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2995707.000000 Penalty: 5056.664551
	Iteration 32Q: 3 clusters Score -2995707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2995734.250000 Penalty: 5056.664551
	Iteration 33Q: 3 clusters Score -2995734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2995766.500000 Penalty: 5056.664551
	Iteration 34Q: 3 clusters Score -2995766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2995821.000000 Penalty: 5056.664551
	Iteration 35Q: 3 clusters Score -2995821 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2995880.250000 Penalty: 5056.664551
	Iteration 36Q: 3 clusters Score -2995880 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2995920.250000 Penalty: 5056.664551
	Iteration 37Q: 3 clusters Score -2995920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2995970.000000 Penalty: 5056.664551
	Iteration 38Q: 3 clusters Score -2995970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2996008.000000 Penalty: 5056.664551
	Iteration 39Q: 3 clusters Score -2996008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2996071.500000 Penalty: 5056.664551
	Iteration 40F: 3 clusters Score -2996072 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2996112.250000 Penalty: 5056.664551
	Iteration 41Q: 3 clusters Score -2996112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2996158.000000 Penalty: 5056.664551
	Iteration 42Q: 3 clusters Score -2996158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2996171.500000 Penalty: 5056.664551
	Iteration 43Q: 3 clusters Score -2996172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2996183.250000 Penalty: 5056.664551
	Iteration 44Q: 3 clusters Score -2996183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2996191.750000 Penalty: 5056.664551
	Iteration 45Q: 3 clusters Score -2996192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2996215.500000 Penalty: 5056.664551
	Iteration 46Q: 3 clusters Score -2996216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2996205.000000 Penalty: 5056.664551
	Iteration 47Q: 3 clusters Score -2996205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2996213.750000 Penalty: 5056.664551
	Iteration 48Q: 3 clusters Score -2996214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2996221.500000 Penalty: 5056.664551
	Iteration 49Q: 3 clusters Score -2996222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2996225.250000 Penalty: 5056.664551
	Iteration 50Q: 3 clusters Score -2996225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2996230.750000 Penalty: 5056.664551
	Iteration 51Q: 3 clusters Score -2996231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2996234.000000 Penalty: 5056.664551
	Iteration 52Q: 3 clusters Score -2996234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2996239.000000 Penalty: 5056.664551
	Iteration 53Q: 3 clusters Score -2996239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2996239.750000 Penalty: 5056.664551
	Iteration 54Q: 3 clusters Score -2996240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2996247.500000 Penalty: 5056.664551
	Iteration 55Q: 3 clusters Score -2996248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2996251.250000 Penalty: 5056.664551
	Iteration 56Q: 3 clusters Score -2996251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2996248.500000 Penalty: 5056.664551
	Iteration 57Q: 3 clusters Score -2996248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2996252.000000 Penalty: 5056.664551
	Iteration 58Q: 3 clusters Score -2996252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2996256.250000 Penalty: 5056.664551
	Iteration 59Q: 3 clusters Score -2996256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2996250.250000 Penalty: 5056.664551
	Iteration 60F: 3 clusters Score -2996250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2996250.250000 Penalty: 5056.664551
	Iteration 61Q: 3 clusters Score -2996250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2996250.250000 Penalty: 5056.664551
	Iteration 62Q: 3 clusters Score -2996250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2996248.750000 Penalty: 5056.664551
	Iteration 63Q: 3 clusters Score -2996249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2996248.750000 Penalty: 5056.664551
	Iteration 64F: 3 clusters Score -2996249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Entering Unmasked Estep 
Score: -139156944.000000 Penalty: 157037.250000
Splitting cluster 14 changes total score from -139137984.000000 to -139156944.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 15 (217683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217683 members 
Entering Unmasked Estep 
Score: -24978960.000000 Penalty: 3048.117188
	Iteration 0F: 2 clusters Score -2.497896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -24855846.000000 Penalty: 6096.234375
	Iteration 0F: 3 clusters Score -2.485585e+07 nChanged 104715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -24917216.000000 Penalty: 6096.234375
	Iteration 1F: 3 clusters Score -2.491722e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 109548 members 
Entering Unmasked Estep 
Score: -24918256.000000 Penalty: 6096.234375
	Iteration 2Q: 3 clusters Score -2.491826e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -24919692.000000 Penalty: 6096.234375
	Iteration 3Q: 3 clusters Score -2.491969e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 112388 members 
Entering Unmasked Estep 
Score: -24921544.000000 Penalty: 6096.234375
	Iteration 4Q: 3 clusters Score -2.492154e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102428 members 
Mstep: Class 2 contains 115255 members 
Entering Unmasked Estep 
Score: -24923998.000000 Penalty: 6096.234375
	Iteration 5Q: 3 clusters Score -2.4924e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 119741 members 
Entering Unmasked Estep 
Score: -24927290.000000 Penalty: 6096.234375
	Iteration 6Q: 3 clusters Score -2.492729e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 125965 members 
Entering Unmasked Estep 
Score: -24931698.000000 Penalty: 6096.234375
	Iteration 7F: 3 clusters Score -2.49317e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 134163 members 
Entering Unmasked Estep 
Score: -24937438.000000 Penalty: 6096.234375
	Iteration 8F: 3 clusters Score -2.493744e+07 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -24944102.000000 Penalty: 6096.234375
	Iteration 9F: 3 clusters Score -2.49441e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 155262 members 
Entering Unmasked Estep 
Score: -24950766.000000 Penalty: 6096.234375
	Iteration 10F: 3 clusters Score -2.495077e+07 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 166782 members 
Entering Unmasked Estep 
Score: -24955392.000000 Penalty: 6096.234375
	Iteration 11F: 3 clusters Score -2.495539e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 178099 members 
Entering Unmasked Estep 
Score: -24958054.000000 Penalty: 6096.234375
	Iteration 12F: 3 clusters Score -2.495805e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 188531 members 
Entering Unmasked Estep 
Score: -24961072.000000 Penalty: 6096.234375
	Iteration 13Q: 3 clusters Score -2.496107e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 197757 members 
Entering Unmasked Estep 
Score: -24964648.000000 Penalty: 6096.234375
	Iteration 14Q: 3 clusters Score -2.496465e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 205244 members 
Entering Unmasked Estep 
Score: -24968202.000000 Penalty: 6096.234375
	Iteration 15Q: 3 clusters Score -2.49682e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 210426 members 
Entering Unmasked Estep 
Score: -24971808.000000 Penalty: 6096.234375
	Iteration 16Q: 3 clusters Score -2.497181e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 213646 members 
Entering Unmasked Estep 
Score: -24973942.000000 Penalty: 6096.234375
	Iteration 17Q: 3 clusters Score -2.497394e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 215336 members 
Entering Unmasked Estep 
Score: -24974958.000000 Penalty: 6096.234375
	Iteration 18Q: 3 clusters Score -2.497496e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 216190 members 
Entering Unmasked Estep 
Score: -24975620.000000 Penalty: 6096.234375
	Iteration 19Q: 3 clusters Score -2.497562e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 216562 members 
Entering Unmasked Estep 
Score: -24975946.000000 Penalty: 6096.234375
	Iteration 20F: 3 clusters Score -2.497595e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 216745 members 
Entering Unmasked Estep 
Score: -24976064.000000 Penalty: 6096.234375
	Iteration 21Q: 3 clusters Score -2.497606e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 216840 members 
Entering Unmasked Estep 
Score: -24976122.000000 Penalty: 6096.234375
	Iteration 22Q: 3 clusters Score -2.497612e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 216901 members 
Entering Unmasked Estep 
Score: -24976190.000000 Penalty: 6096.234375
	Iteration 23Q: 3 clusters Score -2.497619e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 216924 members 
Entering Unmasked Estep 
Score: -24976250.000000 Penalty: 6096.234375
	Iteration 24Q: 3 clusters Score -2.497625e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 216952 members 
Entering Unmasked Estep 
Score: -24976320.000000 Penalty: 6096.234375
	Iteration 25Q: 3 clusters Score -2.497632e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 216978 members 
Entering Unmasked Estep 
Score: -24976364.000000 Penalty: 6096.234375
	Iteration 26Q: 3 clusters Score -2.497636e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 216986 members 
Entering Unmasked Estep 
Score: -24976374.000000 Penalty: 6096.234375
	Iteration 27Q: 3 clusters Score -2.497637e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 216997 members 
Entering Unmasked Estep 
Score: -24976384.000000 Penalty: 6096.234375
	Iteration 28Q: 3 clusters Score -2.497638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 216995 members 
Entering Unmasked Estep 
Score: -24976414.000000 Penalty: 6096.234375
	Iteration 29Q: 3 clusters Score -2.497641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 217000 members 
Entering Unmasked Estep 
Score: -24976386.000000 Penalty: 6096.234375
	Iteration 30Q: 3 clusters Score -2.497639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 217013 members 
Entering Unmasked Estep 
Score: -24976412.000000 Penalty: 6096.234375
	Iteration 31Q: 3 clusters Score -2.497641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 217020 members 
Entering Unmasked Estep 
Score: -24976420.000000 Penalty: 6096.234375
	Iteration 32Q: 3 clusters Score -2.497642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 217025 members 
Entering Unmasked Estep 
Score: -24976438.000000 Penalty: 6096.234375
	Iteration 33Q: 3 clusters Score -2.497644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 217028 members 
Entering Unmasked Estep 
Score: -24976442.000000 Penalty: 6096.234375
	Iteration 34Q: 3 clusters Score -2.497644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 217032 members 
Entering Unmasked Estep 
Score: -24976434.000000 Penalty: 6096.234375
	Iteration 35Q: 3 clusters Score -2.497643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 217034 members 
Entering Unmasked Estep 
Score: -24976422.000000 Penalty: 6096.234375
	Iteration 36Q: 3 clusters Score -2.497642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 217033 members 
Entering Unmasked Estep 
Score: -24976442.000000 Penalty: 6096.234375
	Iteration 37Q: 3 clusters Score -2.497644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 217031 members 
Entering Unmasked Estep 
Score: -24976430.000000 Penalty: 6096.234375
	Iteration 38Q: 3 clusters Score -2.497643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 217032 members 
Entering Unmasked Estep 
Score: -24976436.000000 Penalty: 6096.234375
	Iteration 39Q: 3 clusters Score -2.497644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 217032 members 
Entering Unmasked Estep 
Score: -24976436.000000 Penalty: 6096.234375
	Iteration 40F: 3 clusters Score -2.497644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Entering Unmasked Estep 
Score: -6149892.500000 Penalty: 2704.640625
	Iteration 0F: 2 clusters Score -6149892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -6113210.500000 Penalty: 5409.281250
	Iteration 0F: 3 clusters Score -6113210 nChanged 25301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -6127556.000000 Penalty: 5409.281250
	Iteration 1F: 3 clusters Score -6127556 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -6128301.500000 Penalty: 5409.281250
	Iteration 2Q: 3 clusters Score -6128302 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -6129199.500000 Penalty: 5409.281250
	Iteration 3Q: 3 clusters Score -6129200 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -6130364.000000 Penalty: 5409.281250
	Iteration 4Q: 3 clusters Score -6130364 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -6132006.000000 Penalty: 5409.281250
	Iteration 5F: 3 clusters Score -6132006 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -6134184.000000 Penalty: 5409.281250
	Iteration 6F: 3 clusters Score -6134184 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6136785.500000 Penalty: 5409.281250
	Iteration 7F: 3 clusters Score -6136786 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -6139513.500000 Penalty: 5409.281250
	Iteration 8F: 3 clusters Score -6139514 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -6141829.000000 Penalty: 5409.281250
	Iteration 9F: 3 clusters Score -6141829 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -6143746.000000 Penalty: 5409.281250
	Iteration 10Q: 3 clusters Score -6143746 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -6145151.500000 Penalty: 5409.281250
	Iteration 11Q: 3 clusters Score -6145152 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -6146126.500000 Penalty: 5409.281250
	Iteration 12Q: 3 clusters Score -6146126 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -6146829.500000 Penalty: 5409.281250
	Iteration 13Q: 3 clusters Score -6146830 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6147326.500000 Penalty: 5409.281250
	Iteration 14Q: 3 clusters Score -6147326 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -6147752.000000 Penalty: 5409.281250
	Iteration 15Q: 3 clusters Score -6147752 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -6148205.000000 Penalty: 5409.281250
	Iteration 16Q: 3 clusters Score -6148205 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -6148513.000000 Penalty: 5409.281250
	Iteration 17Q: 3 clusters Score -6148513 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -6148661.000000 Penalty: 5409.281250
	Iteration 18Q: 3 clusters Score -6148661 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -6148751.000000 Penalty: 5409.281250
	Iteration 19Q: 3 clusters Score -6148751 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -6148852.500000 Penalty: 5409.281250
	Iteration 20F: 3 clusters Score -6148852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -6148902.500000 Penalty: 5409.281250
	Iteration 21Q: 3 clusters Score -6148902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -6148959.500000 Penalty: 5409.281250
	Iteration 22Q: 3 clusters Score -6148960 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -6148998.500000 Penalty: 5409.281250
	Iteration 23Q: 3 clusters Score -6148998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -6149012.500000 Penalty: 5409.281250
	Iteration 24Q: 3 clusters Score -6149012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -6149024.500000 Penalty: 5409.281250
	Iteration 25Q: 3 clusters Score -6149024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -6149043.500000 Penalty: 5409.281250
	Iteration 26Q: 3 clusters Score -6149044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -6149066.000000 Penalty: 5409.281250
	Iteration 27Q: 3 clusters Score -6149066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6149082.500000 Penalty: 5409.281250
	Iteration 28Q: 3 clusters Score -6149082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -6149110.500000 Penalty: 5409.281250
	Iteration 29Q: 3 clusters Score -6149110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6149121.500000 Penalty: 5409.281250
	Iteration 30Q: 3 clusters Score -6149122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -6149133.500000 Penalty: 5409.281250
	Iteration 31Q: 3 clusters Score -6149134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -6149167.500000 Penalty: 5409.281250
	Iteration 32Q: 3 clusters Score -6149168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -6149190.500000 Penalty: 5409.281250
	Iteration 33Q: 3 clusters Score -6149190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -6149211.000000 Penalty: 5409.281250
	Iteration 34Q: 3 clusters Score -6149211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -6149248.000000 Penalty: 5409.281250
	Iteration 35Q: 3 clusters Score -6149248 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -6149292.000000 Penalty: 5409.281250
	Iteration 36Q: 3 clusters Score -6149292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -6149335.000000 Penalty: 5409.281250
	Iteration 37Q: 3 clusters Score -6149335 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -6149335.000000 Penalty: 5409.281250
	Iteration 38Q: 3 clusters Score -6149335 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -6149354.000000 Penalty: 5409.281250
	Iteration 39Q: 3 clusters Score -6149354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -6149393.500000 Penalty: 5409.281250
	Iteration 40F: 3 clusters Score -6149394 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6149430.500000 Penalty: 5409.281250
	Iteration 41Q: 3 clusters Score -6149430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -6149471.500000 Penalty: 5409.281250
	Iteration 42Q: 3 clusters Score -6149472 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6149527.500000 Penalty: 5409.281250
	Iteration 43Q: 3 clusters Score -6149528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -6149576.000000 Penalty: 5409.281250
	Iteration 44Q: 3 clusters Score -6149576 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -6149646.000000 Penalty: 5409.281250
	Iteration 45Q: 3 clusters Score -6149646 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -6149693.000000 Penalty: 5409.281250
	Iteration 46Q: 3 clusters Score -6149693 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -6149809.500000 Penalty: 5409.281250
	Iteration 47Q: 3 clusters Score -6149810 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -6149954.500000 Penalty: 5409.281250
	Iteration 48Q: 3 clusters Score -6149954 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -6150250.000000 Penalty: 5409.281250
	Iteration 49Q: 3 clusters Score -6150250 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -6150905.000000 Penalty: 5409.281250
	Iteration 50Q: 3 clusters Score -6150905 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -6152103.000000 Penalty: 5409.281250
	Iteration 51Q: 3 clusters Score -6152103 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -6152924.000000 Penalty: 5409.281250
	Iteration 52Q: 3 clusters Score -6152924 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -6153588.500000 Penalty: 5409.281250
	Iteration 53Q: 3 clusters Score -6153588 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6154071.000000 Penalty: 5409.281250
	Iteration 54Q: 3 clusters Score -6154071 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -6154465.000000 Penalty: 5409.281250
	Iteration 55Q: 3 clusters Score -6154465 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -6154743.000000 Penalty: 5409.281250
	Iteration 56Q: 3 clusters Score -6154743 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6154967.000000 Penalty: 5409.281250
	Iteration 57Q: 3 clusters Score -6154967 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -6155076.500000 Penalty: 5409.281250
	Iteration 58Q: 3 clusters Score -6155076 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6155155.000000 Penalty: 5409.281250
	Iteration 59Q: 3 clusters Score -6155155 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6157633.000000 Penalty: 5409.281250
	Iteration 60F: 3 clusters Score -6157633 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -6162985.500000 Penalty: 5409.281250
	Iteration 61Q: 3 clusters Score -6162986 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -6166697.000000 Penalty: 5409.281250
	Iteration 62Q: 3 clusters Score -6166697 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -6168259.500000 Penalty: 5409.281250
	Iteration 63Q: 3 clusters Score -6168260 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -6169169.000000 Penalty: 5409.281250
	Iteration 64Q: 3 clusters Score -6169169 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -6169972.000000 Penalty: 5409.281250
	Iteration 65Q: 3 clusters Score -6169972 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -6170865.500000 Penalty: 5409.281250
	Iteration 66Q: 3 clusters Score -6170866 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -6171542.000000 Penalty: 5409.281250
	Iteration 67Q: 3 clusters Score -6171542 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -6171902.500000 Penalty: 5409.281250
	Iteration 68Q: 3 clusters Score -6171902 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -6172229.500000 Penalty: 5409.281250
	Iteration 69Q: 3 clusters Score -6172230 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -6172383.500000 Penalty: 5409.281250
	Iteration 70Q: 3 clusters Score -6172384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -6172501.500000 Penalty: 5409.281250
	Iteration 71Q: 3 clusters Score -6172502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -6172571.500000 Penalty: 5409.281250
	Iteration 72Q: 3 clusters Score -6172572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -6172617.000000 Penalty: 5409.281250
	Iteration 73Q: 3 clusters Score -6172617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -6172649.500000 Penalty: 5409.281250
	Iteration 74Q: 3 clusters Score -6172650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -6172668.500000 Penalty: 5409.281250
	Iteration 75Q: 3 clusters Score -6172668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -6172677.000000 Penalty: 5409.281250
	Iteration 76Q: 3 clusters Score -6172677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -6172673.500000 Penalty: 5409.281250
	Iteration 77Q: 3 clusters Score -6172674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -6173494.000000 Penalty: 5409.281250
	Iteration 78F: 3 clusters Score -6173494 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -6174071.500000 Penalty: 5409.281250
	Iteration 79Q: 3 clusters Score -6174072 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -6174210.000000 Penalty: 5409.281250
	Iteration 80F: 3 clusters Score -6174210 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -6174266.000000 Penalty: 5409.281250
	Iteration 81Q: 3 clusters Score -6174266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -6174299.500000 Penalty: 5409.281250
	Iteration 82Q: 3 clusters Score -6174300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -6174294.000000 Penalty: 5409.281250
	Iteration 83Q: 3 clusters Score -6174294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -6174296.000000 Penalty: 5409.281250
	Iteration 84Q: 3 clusters Score -6174296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -6174288.000000 Penalty: 5409.281250
	Iteration 85Q: 3 clusters Score -6174288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -6174292.500000 Penalty: 5409.281250
	Iteration 86Q: 3 clusters Score -6174292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -6174295.000000 Penalty: 5409.281250
	Iteration 87Q: 3 clusters Score -6174295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -6174295.000000 Penalty: 5409.281250
	Iteration 88F: 3 clusters Score -6174295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Entering Unmasked Estep 
Score: -139180672.000000 Penalty: 160526.968750
Splitting cluster 16 changes total score from -139137984.000000 to -139180672.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 17 (67849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Entering Unmasked Estep 
Score: -7122812.500000 Penalty: 2759.010010
	Iteration 0F: 2 clusters Score -7122812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -7077157.500000 Penalty: 5518.020020
	Iteration 0F: 3 clusters Score -7077158 nChanged 31811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -7095824.000000 Penalty: 5518.020020
	Iteration 1F: 3 clusters Score -7095824 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -7097600.500000 Penalty: 5518.020020
	Iteration 2F: 3 clusters Score -7097600 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7099861.500000 Penalty: 5518.020020
	Iteration 3F: 3 clusters Score -7099862 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -7102423.500000 Penalty: 5518.020020
	Iteration 4F: 3 clusters Score -7102424 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -7105627.000000 Penalty: 5518.020020
	Iteration 5F: 3 clusters Score -7105627 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -7109444.000000 Penalty: 5518.020020
	Iteration 6F: 3 clusters Score -7109444 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -7113079.000000 Penalty: 5518.020020
	Iteration 7F: 3 clusters Score -7113079 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -7115902.000000 Penalty: 5518.020020
	Iteration 8F: 3 clusters Score -7115902 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -7117590.500000 Penalty: 5518.020020
	Iteration 9Q: 3 clusters Score -7117590 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -7118622.500000 Penalty: 5518.020020
	Iteration 10Q: 3 clusters Score -7118622 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -7119424.500000 Penalty: 5518.020020
	Iteration 11Q: 3 clusters Score -7119424 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -7120016.500000 Penalty: 5518.020020
	Iteration 12Q: 3 clusters Score -7120016 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -7120537.000000 Penalty: 5518.020020
	Iteration 13Q: 3 clusters Score -7120537 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -7121001.500000 Penalty: 5518.020020
	Iteration 14Q: 3 clusters Score -7121002 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -7121487.500000 Penalty: 5518.020020
	Iteration 15Q: 3 clusters Score -7121488 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -7121967.000000 Penalty: 5518.020020
	Iteration 16Q: 3 clusters Score -7121967 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -7122468.000000 Penalty: 5518.020020
	Iteration 17Q: 3 clusters Score -7122468 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -7123045.000000 Penalty: 5518.020020
	Iteration 18Q: 3 clusters Score -7123045 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -7123572.500000 Penalty: 5518.020020
	Iteration 19Q: 3 clusters Score -7123572 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -7124132.500000 Penalty: 5518.020020
	Iteration 20F: 3 clusters Score -7124132 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -7124657.000000 Penalty: 5518.020020
	Iteration 21Q: 3 clusters Score -7124657 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -7125183.500000 Penalty: 5518.020020
	Iteration 22Q: 3 clusters Score -7125184 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -7125640.500000 Penalty: 5518.020020
	Iteration 23Q: 3 clusters Score -7125640 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -7126037.000000 Penalty: 5518.020020
	Iteration 24Q: 3 clusters Score -7126037 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -7126276.000000 Penalty: 5518.020020
	Iteration 25Q: 3 clusters Score -7126276 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -7126423.000000 Penalty: 5518.020020
	Iteration 26Q: 3 clusters Score -7126423 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -7126470.000000 Penalty: 5518.020020
	Iteration 27Q: 3 clusters Score -7126470 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -7126514.500000 Penalty: 5518.020020
	Iteration 28Q: 3 clusters Score -7126514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -7126523.000000 Penalty: 5518.020020
	Iteration 29Q: 3 clusters Score -7126523 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -7126549.000000 Penalty: 5518.020020
	Iteration 30Q: 3 clusters Score -7126549 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -7126551.500000 Penalty: 5518.020020
	Iteration 31Q: 3 clusters Score -7126552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -7126551.500000 Penalty: 5518.020020
	Iteration 32Q: 3 clusters Score -7126552 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -7126601.000000 Penalty: 5518.020020
	Iteration 33Q: 3 clusters Score -7126601 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -7126628.000000 Penalty: 5518.020020
	Iteration 34Q: 3 clusters Score -7126628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -7126651.500000 Penalty: 5518.020020
	Iteration 35Q: 3 clusters Score -7126652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -7126675.500000 Penalty: 5518.020020
	Iteration 36Q: 3 clusters Score -7126676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7126670.500000 Penalty: 5518.020020
	Iteration 37Q: 3 clusters Score -7126670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -7126667.000000 Penalty: 5518.020020
	Iteration 38Q: 3 clusters Score -7126667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -7126676.500000 Penalty: 5518.020020
	Iteration 39Q: 3 clusters Score -7126676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -7126681.500000 Penalty: 5518.020020
	Iteration 40F: 3 clusters Score -7126682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7126677.500000 Penalty: 5518.020020
	Iteration 41Q: 3 clusters Score -7126678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -7126694.500000 Penalty: 5518.020020
	Iteration 42Q: 3 clusters Score -7126694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -7126682.500000 Penalty: 5518.020020
	Iteration 43Q: 3 clusters Score -7126682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -7126683.000000 Penalty: 5518.020020
	Iteration 44Q: 3 clusters Score -7126683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -7126679.500000 Penalty: 5518.020020
	Iteration 45Q: 3 clusters Score -7126680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -7126685.500000 Penalty: 5518.020020
	Iteration 46Q: 3 clusters Score -7126686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -7126684.500000 Penalty: 5518.020020
	Iteration 47Q: 3 clusters Score -7126684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -7126686.500000 Penalty: 5518.020020
	Iteration 48Q: 3 clusters Score -7126686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -7126684.000000 Penalty: 5518.020020
	Iteration 49Q: 3 clusters Score -7126684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -7126682.000000 Penalty: 5518.020020
	Iteration 50Q: 3 clusters Score -7126682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -7126689.000000 Penalty: 5518.020020
	Iteration 51Q: 3 clusters Score -7126689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -7126695.500000 Penalty: 5518.020020
	Iteration 52Q: 3 clusters Score -7126696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -7126696.500000 Penalty: 5518.020020
	Iteration 53Q: 3 clusters Score -7126696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -7126698.000000 Penalty: 5518.020020
	Iteration 54Q: 3 clusters Score -7126698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -7126698.500000 Penalty: 5518.020020
	Iteration 55Q: 3 clusters Score -7126698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -7126699.500000 Penalty: 5518.020020
	Iteration 56Q: 3 clusters Score -7126700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -7126699.500000 Penalty: 5518.020020
	Iteration 57F: 3 clusters Score -7126700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 56738 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Entering Unmasked Estep 
Score: -139184096.000000 Penalty: 164016.671875
Splitting cluster 17 changes total score from -139137984.000000 to -139184096.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 18 (56738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Entering Unmasked Estep 
Score: -6339867.500000 Penalty: 2714.657471
	Iteration 0F: 2 clusters Score -6339868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6301774.000000 Penalty: 5429.314941
	Iteration 0F: 3 clusters Score -6301774 nChanged 26272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6316735.500000 Penalty: 5429.314941
	Iteration 1F: 3 clusters Score -6316736 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -6318062.500000 Penalty: 5429.314941
	Iteration 2Q: 3 clusters Score -6318062 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -6320055.000000 Penalty: 5429.314941
	Iteration 3F: 3 clusters Score -6320055 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -6323324.000000 Penalty: 5429.314941
	Iteration 4F: 3 clusters Score -6323324 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -6327765.000000 Penalty: 5429.314941
	Iteration 5F: 3 clusters Score -6327765 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -6332165.000000 Penalty: 5429.314941
	Iteration 6F: 3 clusters Score -6332165 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -6336084.000000 Penalty: 5429.314941
	Iteration 7F: 3 clusters Score -6336084 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -6339649.500000 Penalty: 5429.314941
	Iteration 8F: 3 clusters Score -6339650 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -6342105.500000 Penalty: 5429.314941
	Iteration 9Q: 3 clusters Score -6342106 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -6343191.500000 Penalty: 5429.314941
	Iteration 10Q: 3 clusters Score -6343192 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -6343575.500000 Penalty: 5429.314941
	Iteration 11Q: 3 clusters Score -6343576 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -6343697.000000 Penalty: 5429.314941
	Iteration 12Q: 3 clusters Score -6343697 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -6343764.000000 Penalty: 5429.314941
	Iteration 13Q: 3 clusters Score -6343764 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -6343804.500000 Penalty: 5429.314941
	Iteration 14Q: 3 clusters Score -6343804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -6343796.000000 Penalty: 5429.314941
	Iteration 15Q: 3 clusters Score -6343796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -6343796.000000 Penalty: 5429.314941
	Iteration 16Q: 3 clusters Score -6343796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -6343800.000000 Penalty: 5429.314941
	Iteration 17Q: 3 clusters Score -6343800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -6343796.000000 Penalty: 5429.314941
	Iteration 18Q: 3 clusters Score -6343796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -6343798.500000 Penalty: 5429.314941
	Iteration 19Q: 3 clusters Score -6343798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -6343798.000000 Penalty: 5429.314941
	Iteration 20F: 3 clusters Score -6343798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -6343807.000000 Penalty: 5429.314941
	Iteration 21Q: 3 clusters Score -6343807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -6343802.500000 Penalty: 5429.314941
	Iteration 22Q: 3 clusters Score -6343802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -6343796.000000 Penalty: 5429.314941
	Iteration 23Q: 3 clusters Score -6343796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -6343797.000000 Penalty: 5429.314941
	Iteration 24Q: 3 clusters Score -6343797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -6343797.000000 Penalty: 5429.314941
	Iteration 25F: 3 clusters Score -6343797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 14702 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Entering Unmasked Estep 
Score: -139186992.000000 Penalty: 167506.390625
Splitting cluster 18 changes total score from -139137984.000000 to -139186992.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 19 (136353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136353 members 
Entering Unmasked Estep 
Score: -15303821.000000 Penalty: 2932.104736
	Iteration 0F: 2 clusters Score -1.530382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -15212446.000000 Penalty: 5864.209473
	Iteration 0F: 3 clusters Score -1.521245e+07 nChanged 65227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 73362 members 
Entering Unmasked Estep 
Score: -15250943.000000 Penalty: 5864.209473
	Iteration 1F: 3 clusters Score -1.525094e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -15252983.000000 Penalty: 5864.209473
	Iteration 2Q: 3 clusters Score -1.525298e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -15255957.000000 Penalty: 5864.209473
	Iteration 3Q: 3 clusters Score -1.525596e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -15260768.000000 Penalty: 5864.209473
	Iteration 4F: 3 clusters Score -1.526077e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -15268177.000000 Penalty: 5864.209473
	Iteration 5F: 3 clusters Score -1.526818e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -15277695.000000 Penalty: 5864.209473
	Iteration 6F: 3 clusters Score -1.52777e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -15286604.000000 Penalty: 5864.209473
	Iteration 7F: 3 clusters Score -1.52866e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 125776 members 
Entering Unmasked Estep 
Score: -15292870.000000 Penalty: 5864.209473
	Iteration 8F: 3 clusters Score -1.529287e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 130371 members 
Entering Unmasked Estep 
Score: -15296670.000000 Penalty: 5864.209473
	Iteration 9Q: 3 clusters Score -1.529667e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 133049 members 
Entering Unmasked Estep 
Score: -15298987.000000 Penalty: 5864.209473
	Iteration 10Q: 3 clusters Score -1.529899e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 134429 members 
Entering Unmasked Estep 
Score: -15300204.000000 Penalty: 5864.209473
	Iteration 11Q: 3 clusters Score -1.53002e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 135058 members 
Entering Unmasked Estep 
Score: -15300936.000000 Penalty: 5864.209473
	Iteration 12Q: 3 clusters Score -1.530094e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 135303 members 
Entering Unmasked Estep 
Score: -15301215.000000 Penalty: 5864.209473
	Iteration 13Q: 3 clusters Score -1.530122e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 135419 members 
Entering Unmasked Estep 
Score: -15301407.000000 Penalty: 5864.209473
	Iteration 14Q: 3 clusters Score -1.530141e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 135465 members 
Entering Unmasked Estep 
Score: -15301491.000000 Penalty: 5864.209473
	Iteration 15Q: 3 clusters Score -1.530149e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 135487 members 
Entering Unmasked Estep 
Score: -15301540.000000 Penalty: 5864.209473
	Iteration 16Q: 3 clusters Score -1.530154e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -15301573.000000 Penalty: 5864.209473
	Iteration 17Q: 3 clusters Score -1.530157e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 135515 members 
Entering Unmasked Estep 
Score: -15301607.000000 Penalty: 5864.209473
	Iteration 18Q: 3 clusters Score -1.530161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 135520 members 
Entering Unmasked Estep 
Score: -15301628.000000 Penalty: 5864.209473
	Iteration 19Q: 3 clusters Score -1.530163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 135521 members 
Entering Unmasked Estep 
Score: -15301643.000000 Penalty: 5864.209473
	Iteration 20F: 3 clusters Score -1.530164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 135528 members 
Entering Unmasked Estep 
Score: -15301638.000000 Penalty: 5864.209473
	Iteration 21Q: 3 clusters Score -1.530164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 135524 members 
Entering Unmasked Estep 
Score: -15301641.000000 Penalty: 5864.209473
	Iteration 22Q: 3 clusters Score -1.530164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 135524 members 
Entering Unmasked Estep 
Score: -15301644.000000 Penalty: 5864.209473
	Iteration 23Q: 3 clusters Score -1.530164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 135526 members 
Entering Unmasked Estep 
Score: -15301662.000000 Penalty: 5864.209473
	Iteration 24Q: 3 clusters Score -1.530166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 135523 members 
Entering Unmasked Estep 
Score: -15301663.000000 Penalty: 5864.209473
	Iteration 25Q: 3 clusters Score -1.530166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 135523 members 
Entering Unmasked Estep 
Score: -15301663.000000 Penalty: 5864.209473
	Iteration 26Q: 3 clusters Score -1.530166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 135533 members 
Entering Unmasked Estep 
Score: -15301674.000000 Penalty: 5864.209473
	Iteration 27Q: 3 clusters Score -1.530167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 135534 members 
Entering Unmasked Estep 
Score: -15301682.000000 Penalty: 5864.209473
	Iteration 28Q: 3 clusters Score -1.530168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 135539 members 
Entering Unmasked Estep 
Score: -15301695.000000 Penalty: 5864.209473
	Iteration 29Q: 3 clusters Score -1.53017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 135539 members 
Entering Unmasked Estep 
Score: -15301693.000000 Penalty: 5864.209473
	Iteration 30Q: 3 clusters Score -1.530169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 135543 members 
Entering Unmasked Estep 
Score: -15301709.000000 Penalty: 5864.209473
	Iteration 31Q: 3 clusters Score -1.530171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 135547 members 
Entering Unmasked Estep 
Score: -15301735.000000 Penalty: 5864.209473
	Iteration 32Q: 3 clusters Score -1.530174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 135548 members 
Entering Unmasked Estep 
Score: -15301742.000000 Penalty: 5864.209473
	Iteration 33Q: 3 clusters Score -1.530174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 135549 members 
Entering Unmasked Estep 
Score: -15301724.000000 Penalty: 5864.209473
	Iteration 34Q: 3 clusters Score -1.530172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 135547 members 
Entering Unmasked Estep 
Score: -15301722.000000 Penalty: 5864.209473
	Iteration 35Q: 3 clusters Score -1.530172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 135553 members 
Entering Unmasked Estep 
Score: -15301720.000000 Penalty: 5864.209473
	Iteration 36Q: 3 clusters Score -1.530172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 135546 members 
Entering Unmasked Estep 
Score: -15301716.000000 Penalty: 5864.209473
	Iteration 37Q: 3 clusters Score -1.530172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 135543 members 
Entering Unmasked Estep 
Score: -15301726.000000 Penalty: 5864.209473
	Iteration 38Q: 3 clusters Score -1.530173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 135542 members 
Entering Unmasked Estep 
Score: -15301747.000000 Penalty: 5864.209473
	Iteration 39Q: 3 clusters Score -1.530175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 135544 members 
Entering Unmasked Estep 
Score: -15301763.000000 Penalty: 5864.209473
	Iteration 40F: 3 clusters Score -1.530176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 135547 members 
Entering Unmasked Estep 
Score: -15301756.000000 Penalty: 5864.209473
	Iteration 41Q: 3 clusters Score -1.530176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 135550 members 
Entering Unmasked Estep 
Score: -15301763.000000 Penalty: 5864.209473
	Iteration 42Q: 3 clusters Score -1.530176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 135555 members 
Entering Unmasked Estep 
Score: -15301765.000000 Penalty: 5864.209473
	Iteration 43Q: 3 clusters Score -1.530176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 135560 members 
Entering Unmasked Estep 
Score: -15301781.000000 Penalty: 5864.209473
	Iteration 44Q: 3 clusters Score -1.530178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 135558 members 
Entering Unmasked Estep 
Score: -15301775.000000 Penalty: 5864.209473
	Iteration 45Q: 3 clusters Score -1.530178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 135557 members 
Entering Unmasked Estep 
Score: -15301774.000000 Penalty: 5864.209473
	Iteration 46Q: 3 clusters Score -1.530177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 135564 members 
Entering Unmasked Estep 
Score: -15301787.000000 Penalty: 5864.209473
	Iteration 47Q: 3 clusters Score -1.530179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 135567 members 
Entering Unmasked Estep 
Score: -15301813.000000 Penalty: 5864.209473
	Iteration 48Q: 3 clusters Score -1.530181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 135570 members 
Entering Unmasked Estep 
Score: -15301809.000000 Penalty: 5864.209473
	Iteration 49Q: 3 clusters Score -1.530181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 135571 members 
Entering Unmasked Estep 
Score: -15301821.000000 Penalty: 5864.209473
	Iteration 50Q: 3 clusters Score -1.530182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 135565 members 
Entering Unmasked Estep 
Score: -15301832.000000 Penalty: 5864.209473
	Iteration 51Q: 3 clusters Score -1.530183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 135565 members 
Entering Unmasked Estep 
Score: -15301847.000000 Penalty: 5864.209473
	Iteration 52Q: 3 clusters Score -1.530185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 135568 members 
Entering Unmasked Estep 
Score: -15301853.000000 Penalty: 5864.209473
	Iteration 53Q: 3 clusters Score -1.530185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 135569 members 
Entering Unmasked Estep 
Score: -15301854.000000 Penalty: 5864.209473
	Iteration 54Q: 3 clusters Score -1.530185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 135567 members 
Entering Unmasked Estep 
Score: -15301854.000000 Penalty: 5864.209473
	Iteration 55Q: 3 clusters Score -1.530185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 135570 members 
Entering Unmasked Estep 
Score: -15301865.000000 Penalty: 5864.209473
	Iteration 56Q: 3 clusters Score -1.530186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 135570 members 
Entering Unmasked Estep 
Score: -15301865.000000 Penalty: 5864.209473
	Iteration 57F: 3 clusters Score -1.530186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Entering Unmasked Estep 
Score: -2282845.000000 Penalty: 2476.010742
	Iteration 0F: 2 clusters Score -2282845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2267701.250000 Penalty: 4952.021484
	Iteration 0F: 3 clusters Score -2267701 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2273298.250000 Penalty: 4952.021484
	Iteration 1F: 3 clusters Score -2273298 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2274248.000000 Penalty: 4952.021484
	Iteration 2F: 3 clusters Score -2274248 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2275330.250000 Penalty: 4952.021484
	Iteration 3F: 3 clusters Score -2275330 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2276513.750000 Penalty: 4952.021484
	Iteration 4F: 3 clusters Score -2276514 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2277622.250000 Penalty: 4952.021484
	Iteration 5F: 3 clusters Score -2277622 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2278591.250000 Penalty: 4952.021484
	Iteration 6F: 3 clusters Score -2278591 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2279404.250000 Penalty: 4952.021484
	Iteration 7F: 3 clusters Score -2279404 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2279983.000000 Penalty: 4952.021484
	Iteration 8Q: 3 clusters Score -2279983 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2280359.250000 Penalty: 4952.021484
	Iteration 9Q: 3 clusters Score -2280359 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2280617.000000 Penalty: 4952.021484
	Iteration 10Q: 3 clusters Score -2280617 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2280751.750000 Penalty: 4952.021484
	Iteration 11Q: 3 clusters Score -2280752 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2280870.500000 Penalty: 4952.021484
	Iteration 12Q: 3 clusters Score -2280870 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2280943.000000 Penalty: 4952.021484
	Iteration 13Q: 3 clusters Score -2280943 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2280997.500000 Penalty: 4952.021484
	Iteration 14Q: 3 clusters Score -2280998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2281034.500000 Penalty: 4952.021484
	Iteration 15Q: 3 clusters Score -2281034 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2281053.750000 Penalty: 4952.021484
	Iteration 16Q: 3 clusters Score -2281054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2281081.750000 Penalty: 4952.021484
	Iteration 17Q: 3 clusters Score -2281082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2281098.250000 Penalty: 4952.021484
	Iteration 18Q: 3 clusters Score -2281098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2281133.000000 Penalty: 4952.021484
	Iteration 19Q: 3 clusters Score -2281133 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2281147.750000 Penalty: 4952.021484
	Iteration 20F: 3 clusters Score -2281148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2281170.000000 Penalty: 4952.021484
	Iteration 21Q: 3 clusters Score -2281170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2281165.750000 Penalty: 4952.021484
	Iteration 22Q: 3 clusters Score -2281166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2281181.500000 Penalty: 4952.021484
	Iteration 23Q: 3 clusters Score -2281182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2281185.750000 Penalty: 4952.021484
	Iteration 24Q: 3 clusters Score -2281186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2281188.250000 Penalty: 4952.021484
	Iteration 25Q: 3 clusters Score -2281188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2281189.500000 Penalty: 4952.021484
	Iteration 26Q: 3 clusters Score -2281190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2281197.500000 Penalty: 4952.021484
	Iteration 27Q: 3 clusters Score -2281198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2281195.500000 Penalty: 4952.021484
	Iteration 28Q: 3 clusters Score -2281196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2281197.500000 Penalty: 4952.021484
	Iteration 29Q: 3 clusters Score -2281198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2281199.000000 Penalty: 4952.021484
	Iteration 30Q: 3 clusters Score -2281199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2281206.250000 Penalty: 4952.021484
	Iteration 31Q: 3 clusters Score -2281206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2281199.750000 Penalty: 4952.021484
	Iteration 32Q: 3 clusters Score -2281200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2281197.250000 Penalty: 4952.021484
	Iteration 33Q: 3 clusters Score -2281197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2281197.500000 Penalty: 4952.021484
	Iteration 34Q: 3 clusters Score -2281198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2281201.250000 Penalty: 4952.021484
	Iteration 35Q: 3 clusters Score -2281201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2281200.750000 Penalty: 4952.021484
	Iteration 36Q: 3 clusters Score -2281201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2281203.500000 Penalty: 4952.021484
	Iteration 37Q: 3 clusters Score -2281204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2281201.750000 Penalty: 4952.021484
	Iteration 38Q: 3 clusters Score -2281202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2281213.500000 Penalty: 4952.021484
	Iteration 39Q: 3 clusters Score -2281214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2281219.750000 Penalty: 4952.021484
	Iteration 40F: 3 clusters Score -2281220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2281214.750000 Penalty: 4952.021484
	Iteration 41Q: 3 clusters Score -2281215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2281215.500000 Penalty: 4952.021484
	Iteration 42Q: 3 clusters Score -2281216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2281218.750000 Penalty: 4952.021484
	Iteration 43Q: 3 clusters Score -2281219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2281220.500000 Penalty: 4952.021484
	Iteration 44Q: 3 clusters Score -2281220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2281219.250000 Penalty: 4952.021484
	Iteration 45Q: 3 clusters Score -2281219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2281224.750000 Penalty: 4952.021484
	Iteration 46Q: 3 clusters Score -2281225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2281231.500000 Penalty: 4952.021484
	Iteration 47Q: 3 clusters Score -2281232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2281232.750000 Penalty: 4952.021484
	Iteration 48Q: 3 clusters Score -2281233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2281231.000000 Penalty: 4952.021484
	Iteration 49Q: 3 clusters Score -2281231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2281232.750000 Penalty: 4952.021484
	Iteration 50Q: 3 clusters Score -2281233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2281236.500000 Penalty: 4952.021484
	Iteration 51Q: 3 clusters Score -2281236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2281234.000000 Penalty: 4952.021484
	Iteration 52Q: 3 clusters Score -2281234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2281235.250000 Penalty: 4952.021484
	Iteration 53Q: 3 clusters Score -2281235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2281234.500000 Penalty: 4952.021484
	Iteration 54Q: 3 clusters Score -2281234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2281237.250000 Penalty: 4952.021484
	Iteration 55Q: 3 clusters Score -2281237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2281236.000000 Penalty: 4952.021484
	Iteration 56Q: 3 clusters Score -2281236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2281236.000000 Penalty: 4952.021484
	Iteration 57F: 3 clusters Score -2281236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Entering Unmasked Estep 
Score: -2530924.000000 Penalty: 2479.193848
	Iteration 0F: 2 clusters Score -2530924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2515581.750000 Penalty: 4958.387695
	Iteration 0F: 3 clusters Score -2515582 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2520930.250000 Penalty: 4958.387695
	Iteration 1F: 3 clusters Score -2520930 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2521796.000000 Penalty: 4958.387695
	Iteration 2F: 3 clusters Score -2521796 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2523183.500000 Penalty: 4958.387695
	Iteration 3F: 3 clusters Score -2523184 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2525063.500000 Penalty: 4958.387695
	Iteration 4F: 3 clusters Score -2525064 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2526886.500000 Penalty: 4958.387695
	Iteration 5F: 3 clusters Score -2526886 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2528075.000000 Penalty: 4958.387695
	Iteration 6F: 3 clusters Score -2528075 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2528603.500000 Penalty: 4958.387695
	Iteration 7Q: 3 clusters Score -2528604 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2528808.250000 Penalty: 4958.387695
	Iteration 8Q: 3 clusters Score -2528808 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2528899.750000 Penalty: 4958.387695
	Iteration 9Q: 3 clusters Score -2528900 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2528961.750000 Penalty: 4958.387695
	Iteration 10Q: 3 clusters Score -2528962 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2529004.250000 Penalty: 4958.387695
	Iteration 11Q: 3 clusters Score -2529004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2529021.250000 Penalty: 4958.387695
	Iteration 12Q: 3 clusters Score -2529021 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2529052.000000 Penalty: 4958.387695
	Iteration 13Q: 3 clusters Score -2529052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2529072.250000 Penalty: 4958.387695
	Iteration 14Q: 3 clusters Score -2529072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2529082 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2529086.750000 Penalty: 4958.387695
	Iteration 16Q: 3 clusters Score -2529087 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2529104.000000 Penalty: 4958.387695
	Iteration 17Q: 3 clusters Score -2529104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2529112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2529116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2529112.750000 Penalty: 4958.387695
	Iteration 20F: 3 clusters Score -2529113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2529124.750000 Penalty: 4958.387695
	Iteration 21Q: 3 clusters Score -2529125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2529139.750000 Penalty: 4958.387695
	Iteration 22Q: 3 clusters Score -2529140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2529141.250000 Penalty: 4958.387695
	Iteration 23Q: 3 clusters Score -2529141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2529137.250000 Penalty: 4958.387695
	Iteration 24Q: 3 clusters Score -2529137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2529141.250000 Penalty: 4958.387695
	Iteration 25Q: 3 clusters Score -2529141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2529147.000000 Penalty: 4958.387695
	Iteration 26Q: 3 clusters Score -2529147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2529156.500000 Penalty: 4958.387695
	Iteration 27Q: 3 clusters Score -2529156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2529171.250000 Penalty: 4958.387695
	Iteration 28Q: 3 clusters Score -2529171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2529183.500000 Penalty: 4958.387695
	Iteration 29Q: 3 clusters Score -2529184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2529195.250000 Penalty: 4958.387695
	Iteration 30Q: 3 clusters Score -2529195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2529206.250000 Penalty: 4958.387695
	Iteration 31Q: 3 clusters Score -2529206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2529218.500000 Penalty: 4958.387695
	Iteration 32Q: 3 clusters Score -2529218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2529217.500000 Penalty: 4958.387695
	Iteration 33Q: 3 clusters Score -2529218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2529246.250000 Penalty: 4958.387695
	Iteration 34Q: 3 clusters Score -2529246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2529251.250000 Penalty: 4958.387695
	Iteration 35Q: 3 clusters Score -2529251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2529268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2529292.750000 Penalty: 4958.387695
	Iteration 37Q: 3 clusters Score -2529293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2529299.500000 Penalty: 4958.387695
	Iteration 38Q: 3 clusters Score -2529300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2529311.250000 Penalty: 4958.387695
	Iteration 39Q: 3 clusters Score -2529311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2529335.500000 Penalty: 4958.387695
	Iteration 40F: 3 clusters Score -2529336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2529347 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2529374 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2529398 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2529410 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2529424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2529450.500000 Penalty: 4958.387695
	Iteration 46Q: 3 clusters Score -2529450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2529476.000000 Penalty: 4958.387695
	Iteration 47Q: 3 clusters Score -2529476 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2529493.500000 Penalty: 4958.387695
	Iteration 48Q: 3 clusters Score -2529494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2529516.000000 Penalty: 4958.387695
	Iteration 49Q: 3 clusters Score -2529516 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2529536.500000 Penalty: 4958.387695
	Iteration 50Q: 3 clusters Score -2529536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2529553.000000 Penalty: 4958.387695
	Iteration 51Q: 3 clusters Score -2529553 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2529573.250000 Penalty: 4958.387695
	Iteration 52Q: 3 clusters Score -2529573 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2529592.000000 Penalty: 4958.387695
	Iteration 53Q: 3 clusters Score -2529592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2529617.250000 Penalty: 4958.387695
	Iteration 54Q: 3 clusters Score -2529617 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2529638.000000 Penalty: 4958.387695
	Iteration 55Q: 3 clusters Score -2529638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2529654.000000 Penalty: 4958.387695
	Iteration 56Q: 3 clusters Score -2529654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2529680.000000 Penalty: 4958.387695
	Iteration 57Q: 3 clusters Score -2529680 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2529692.750000 Penalty: 4958.387695
	Iteration 58Q: 3 clusters Score -2529693 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2529710.000000 Penalty: 4958.387695
	Iteration 59Q: 3 clusters Score -2529710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2529732.250000 Penalty: 4958.387695
	Iteration 60F: 3 clusters Score -2529732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2529740.000000 Penalty: 4958.387695
	Iteration 61Q: 3 clusters Score -2529740 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2529756.000000 Penalty: 4958.387695
	Iteration 62Q: 3 clusters Score -2529756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2529764.750000 Penalty: 4958.387695
	Iteration 63Q: 3 clusters Score -2529765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2529776.000000 Penalty: 4958.387695
	Iteration 64Q: 3 clusters Score -2529776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2529792.750000 Penalty: 4958.387695
	Iteration 65Q: 3 clusters Score -2529793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2529795.750000 Penalty: 4958.387695
	Iteration 66Q: 3 clusters Score -2529796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2529802.750000 Penalty: 4958.387695
	Iteration 67Q: 3 clusters Score -2529803 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2529806.250000 Penalty: 4958.387695
	Iteration 68Q: 3 clusters Score -2529806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2529816.250000 Penalty: 4958.387695
	Iteration 69Q: 3 clusters Score -2529816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2529823.750000 Penalty: 4958.387695
	Iteration 70Q: 3 clusters Score -2529824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2529823.000000 Penalty: 4958.387695
	Iteration 71Q: 3 clusters Score -2529823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2529824.000000 Penalty: 4958.387695
	Iteration 72Q: 3 clusters Score -2529824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2529828.000000 Penalty: 4958.387695
	Iteration 73Q: 3 clusters Score -2529828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2529837.250000 Penalty: 4958.387695
	Iteration 74Q: 3 clusters Score -2529837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2529850.750000 Penalty: 4958.387695
	Iteration 75Q: 3 clusters Score -2529851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2529852.500000 Penalty: 4958.387695
	Iteration 76Q: 3 clusters Score -2529852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2529860.250000 Penalty: 4958.387695
	Iteration 77Q: 3 clusters Score -2529860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2529857.250000 Penalty: 4958.387695
	Iteration 78Q: 3 clusters Score -2529857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2529860.000000 Penalty: 4958.387695
	Iteration 79Q: 3 clusters Score -2529860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2529860.750000 Penalty: 4958.387695
	Iteration 80F: 3 clusters Score -2529861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2529857.750000 Penalty: 4958.387695
	Iteration 81Q: 3 clusters Score -2529858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2529860.250000 Penalty: 4958.387695
	Iteration 82Q: 3 clusters Score -2529860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2529859.250000 Penalty: 4958.387695
	Iteration 83Q: 3 clusters Score -2529859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2529864.750000 Penalty: 4958.387695
	Iteration 84Q: 3 clusters Score -2529865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2529870.000000 Penalty: 4958.387695
	Iteration 85Q: 3 clusters Score -2529870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2529869.750000 Penalty: 4958.387695
	Iteration 86Q: 3 clusters Score -2529870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2529872.500000 Penalty: 4958.387695
	Iteration 87Q: 3 clusters Score -2529872 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2529869.500000 Penalty: 4958.387695
	Iteration 88Q: 3 clusters Score -2529870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2529867.000000 Penalty: 4958.387695
	Iteration 89Q: 3 clusters Score -2529867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2529867.500000 Penalty: 4958.387695
	Iteration 90Q: 3 clusters Score -2529868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2529866.250000 Penalty: 4958.387695
	Iteration 91Q: 3 clusters Score -2529866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2529871.250000 Penalty: 4958.387695
	Iteration 92Q: 3 clusters Score -2529871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2529871.750000 Penalty: 4958.387695
	Iteration 93Q: 3 clusters Score -2529872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2529869.750000 Penalty: 4958.387695
	Iteration 94Q: 3 clusters Score -2529870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2529867.000000 Penalty: 4958.387695
	Iteration 95Q: 3 clusters Score -2529867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2529865.500000 Penalty: 4958.387695
	Iteration 96Q: 3 clusters Score -2529866 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2529866 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2529866.250000 Penalty: 4958.387695
	Iteration 98F: 3 clusters Score -2529866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14702 members 
Entering Unmasked Estep 
Score: -1472224.500000 Penalty: 2379.743164
	Iteration 0F: 2 clusters Score -1472224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1461538.125000 Penalty: 4759.486328
	Iteration 0F: 3 clusters Score -1461538 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1466308.250000 Penalty: 4759.486328
	Iteration 1F: 3 clusters Score -1466308 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1467954.125000 Penalty: 4759.486328
	Iteration 2F: 3 clusters Score -1467954 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1469467.000000 Penalty: 4759.486328
	Iteration 3F: 3 clusters Score -1469467 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1470523.625000 Penalty: 4759.486328
	Iteration 4F: 3 clusters Score -1470524 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1471114.250000 Penalty: 4759.486328
	Iteration 5F: 3 clusters Score -1471114 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1471477.625000 Penalty: 4759.486328
	Iteration 6Q: 3 clusters Score -1471478 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1471699.750000 Penalty: 4759.486328
	Iteration 7Q: 3 clusters Score -1471700 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1471840.375000 Penalty: 4759.486328
	Iteration 8Q: 3 clusters Score -1471840 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1471924.750000 Penalty: 4759.486328
	Iteration 9Q: 3 clusters Score -1471925 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1471994.625000 Penalty: 4759.486328
	Iteration 10Q: 3 clusters Score -1471995 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1472033.750000 Penalty: 4759.486328
	Iteration 11Q: 3 clusters Score -1472034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1472063.750000 Penalty: 4759.486328
	Iteration 12Q: 3 clusters Score -1472064 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1472110.250000 Penalty: 4759.486328
	Iteration 13Q: 3 clusters Score -1472110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1472154.500000 Penalty: 4759.486328
	Iteration 14Q: 3 clusters Score -1472154 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1472183.125000 Penalty: 4759.486328
	Iteration 15Q: 3 clusters Score -1472183 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1472215.750000 Penalty: 4759.486328
	Iteration 16Q: 3 clusters Score -1472216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1472243.000000 Penalty: 4759.486328
	Iteration 17Q: 3 clusters Score -1472243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1472271.625000 Penalty: 4759.486328
	Iteration 18Q: 3 clusters Score -1472272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1472301.000000 Penalty: 4759.486328
	Iteration 19Q: 3 clusters Score -1472301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1472326.000000 Penalty: 4759.486328
	Iteration 20F: 3 clusters Score -1472326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1472348.375000 Penalty: 4759.486328
	Iteration 21Q: 3 clusters Score -1472348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1472365.500000 Penalty: 4759.486328
	Iteration 22Q: 3 clusters Score -1472366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1472387.875000 Penalty: 4759.486328
	Iteration 23Q: 3 clusters Score -1472388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1472394.875000 Penalty: 4759.486328
	Iteration 24Q: 3 clusters Score -1472395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1472404.625000 Penalty: 4759.486328
	Iteration 25Q: 3 clusters Score -1472405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1472411.250000 Penalty: 4759.486328
	Iteration 26Q: 3 clusters Score -1472411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1472418.625000 Penalty: 4759.486328
	Iteration 27Q: 3 clusters Score -1472419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1472420.250000 Penalty: 4759.486328
	Iteration 28Q: 3 clusters Score -1472420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1472427.500000 Penalty: 4759.486328
	Iteration 29Q: 3 clusters Score -1472428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1472428.000000 Penalty: 4759.486328
	Iteration 30Q: 3 clusters Score -1472428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1472430.500000 Penalty: 4759.486328
	Iteration 31Q: 3 clusters Score -1472430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1472431.500000 Penalty: 4759.486328
	Iteration 32Q: 3 clusters Score -1472432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1472431.250000 Penalty: 4759.486328
	Iteration 33Q: 3 clusters Score -1472431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1472438.000000 Penalty: 4759.486328
	Iteration 34Q: 3 clusters Score -1472438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1472439.625000 Penalty: 4759.486328
	Iteration 35Q: 3 clusters Score -1472440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1472441.375000 Penalty: 4759.486328
	Iteration 36Q: 3 clusters Score -1472441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1472448.750000 Penalty: 4759.486328
	Iteration 37Q: 3 clusters Score -1472449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1472449.625000 Penalty: 4759.486328
	Iteration 38Q: 3 clusters Score -1472450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1472454.375000 Penalty: 4759.486328
	Iteration 39Q: 3 clusters Score -1472454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1472457.750000 Penalty: 4759.486328
	Iteration 40F: 3 clusters Score -1472458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1472456.750000 Penalty: 4759.486328
	Iteration 41Q: 3 clusters Score -1472457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1472457.500000 Penalty: 4759.486328
	Iteration 42Q: 3 clusters Score -1472458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1472460.875000 Penalty: 4759.486328
	Iteration 43Q: 3 clusters Score -1472461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1472464.750000 Penalty: 4759.486328
	Iteration 44Q: 3 clusters Score -1472465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1472462.500000 Penalty: 4759.486328
	Iteration 45Q: 3 clusters Score -1472462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1472464.125000 Penalty: 4759.486328
	Iteration 46Q: 3 clusters Score -1472464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1472465.250000 Penalty: 4759.486328
	Iteration 47Q: 3 clusters Score -1472465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1472467.250000 Penalty: 4759.486328
	Iteration 48Q: 3 clusters Score -1472467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1472467.750000 Penalty: 4759.486328
	Iteration 49Q: 3 clusters Score -1472468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1472468.375000 Penalty: 4759.486328
	Iteration 50Q: 3 clusters Score -1472468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1472468.500000 Penalty: 4759.486328
	Iteration 51Q: 3 clusters Score -1472468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1472468.250000 Penalty: 4759.486328
	Iteration 52Q: 3 clusters Score -1472468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1472469.000000 Penalty: 4759.486328
	Iteration 53Q: 3 clusters Score -1472469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1472472.000000 Penalty: 4759.486328
	Iteration 54Q: 3 clusters Score -1472472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1472473.250000 Penalty: 4759.486328
	Iteration 55Q: 3 clusters Score -1472473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1472471.375000 Penalty: 4759.486328
	Iteration 56Q: 3 clusters Score -1472471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1472471.375000 Penalty: 4759.486328
	Iteration 57Q: 3 clusters Score -1472471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1472472.125000 Penalty: 4759.486328
	Iteration 58Q: 3 clusters Score -1472472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1472476.375000 Penalty: 4759.486328
	Iteration 59Q: 3 clusters Score -1472476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1472477.125000 Penalty: 4759.486328
	Iteration 60F: 3 clusters Score -1472477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1472474.750000 Penalty: 4759.486328
	Iteration 61Q: 3 clusters Score -1472475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1472476.250000 Penalty: 4759.486328
	Iteration 62Q: 3 clusters Score -1472476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1472476.000000 Penalty: 4759.486328
	Iteration 63Q: 3 clusters Score -1472476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1472475.125000 Penalty: 4759.486328
	Iteration 64Q: 3 clusters Score -1472475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1472477.000000 Penalty: 4759.486328
	Iteration 65Q: 3 clusters Score -1472477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1472475.875000 Penalty: 4759.486328
	Iteration 66Q: 3 clusters Score -1472476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1472475.875000 Penalty: 4759.486328
	Iteration 67F: 3 clusters Score -1472476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Entering Unmasked Estep 
Score: -139186416.000000 Penalty: 170996.109375
Splitting cluster 22 changes total score from -139137984.000000 to -139186416.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (11531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Entering Unmasked Estep 
Score: -1305374.250000 Penalty: 2319.493164
	Iteration 0F: 2 clusters Score -1305374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1296721.125000 Penalty: 4638.986328
	Iteration 0F: 3 clusters Score -1296721 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1299336.125000 Penalty: 4638.986328
	Iteration 1F: 3 clusters Score -1299336 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1299628.125000 Penalty: 4638.986328
	Iteration 2F: 3 clusters Score -1299628 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1299888.125000 Penalty: 4638.986328
	Iteration 3Q: 3 clusters Score -1299888 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1300121.625000 Penalty: 4638.986328
	Iteration 4Q: 3 clusters Score -1300122 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1300353.000000 Penalty: 4638.986328
	Iteration 5Q: 3 clusters Score -1300353 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1300620.375000 Penalty: 4638.986328
	Iteration 6Q: 3 clusters Score -1300620 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1300959.125000 Penalty: 4638.986328
	Iteration 7Q: 3 clusters Score -1300959 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1301408.375000 Penalty: 4638.986328
	Iteration 8F: 3 clusters Score -1301408 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1302041.250000 Penalty: 4638.986328
	Iteration 9F: 3 clusters Score -1302041 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1302941.375000 Penalty: 4638.986328
	Iteration 10F: 3 clusters Score -1302941 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1304128.375000 Penalty: 4638.986328
	Iteration 11F: 3 clusters Score -1304128 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1305132.875000 Penalty: 4638.986328
	Iteration 12F: 3 clusters Score -1305133 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1305544.875000 Penalty: 4638.986328
	Iteration 13Q: 3 clusters Score -1305545 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1305669.000000 Penalty: 4638.986328
	Iteration 14Q: 3 clusters Score -1305669 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1305703.125000 Penalty: 4638.986328
	Iteration 15Q: 3 clusters Score -1305703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1305708.625000 Penalty: 4638.986328
	Iteration 16Q: 3 clusters Score -1305709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1305714.125000 Penalty: 4638.986328
	Iteration 17Q: 3 clusters Score -1305714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1305715.250000 Penalty: 4638.986328
	Iteration 18Q: 3 clusters Score -1305715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1305713.875000 Penalty: 4638.986328
	Iteration 19Q: 3 clusters Score -1305714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1305717.250000 Penalty: 4638.986328
	Iteration 20F: 3 clusters Score -1305717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1305718.125000 Penalty: 4638.986328
	Iteration 21Q: 3 clusters Score -1305718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1305718.500000 Penalty: 4638.986328
	Iteration 22Q: 3 clusters Score -1305718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1305719.625000 Penalty: 4638.986328
	Iteration 23Q: 3 clusters Score -1305720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1305722.750000 Penalty: 4638.986328
	Iteration 24Q: 3 clusters Score -1305723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1305724.000000 Penalty: 4638.986328
	Iteration 25Q: 3 clusters Score -1305724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1305724.000000 Penalty: 4638.986328
	Iteration 26F: 3 clusters Score -1305724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 6948 members 
Entering Unmasked Estep 
Score: -139185296.000000 Penalty: 174485.828125
Splitting cluster 23 changes total score from -139137984.000000 to -139185296.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (11116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Entering Unmasked Estep 
Score: -992839.125000 Penalty: 2310.403076
	Iteration 0F: 2 clusters Score -992839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -984476.000000 Penalty: 4620.806152
	Iteration 0F: 3 clusters Score -984476 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -987371.312500 Penalty: 4620.806152
	Iteration 1F: 3 clusters Score -987371.3 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -988342.500000 Penalty: 4620.806152
	Iteration 2F: 3 clusters Score -988342.5 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -989730.000000 Penalty: 4620.806152
	Iteration 3F: 3 clusters Score -989730 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -990913.937500 Penalty: 4620.806152
	Iteration 4F: 3 clusters Score -990913.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -991612.687500 Penalty: 4620.806152
	Iteration 5F: 3 clusters Score -991612.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -992079.625000 Penalty: 4620.806152
	Iteration 6F: 3 clusters Score -992079.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -992419.125000 Penalty: 4620.806152
	Iteration 7Q: 3 clusters Score -992419.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -992703.750000 Penalty: 4620.806152
	Iteration 8Q: 3 clusters Score -992703.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -992877.500000 Penalty: 4620.806152
	Iteration 9Q: 3 clusters Score -992877.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -993007.250000 Penalty: 4620.806152
	Iteration 10Q: 3 clusters Score -993007.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -993099.875000 Penalty: 4620.806152
	Iteration 11Q: 3 clusters Score -993099.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -993180.562500 Penalty: 4620.806152
	Iteration 12Q: 3 clusters Score -993180.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -993240.875000 Penalty: 4620.806152
	Iteration 13Q: 3 clusters Score -993240.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -993312.125000 Penalty: 4620.806152
	Iteration 14Q: 3 clusters Score -993312.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -993375.250000 Penalty: 4620.806152
	Iteration 15Q: 3 clusters Score -993375.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -993444.937500 Penalty: 4620.806152
	Iteration 16Q: 3 clusters Score -993444.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -993521.625000 Penalty: 4620.806152
	Iteration 17Q: 3 clusters Score -993521.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -993598.437500 Penalty: 4620.806152
	Iteration 18Q: 3 clusters Score -993598.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -993678.312500 Penalty: 4620.806152
	Iteration 19Q: 3 clusters Score -993678.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -993781.750000 Penalty: 4620.806152
	Iteration 20F: 3 clusters Score -993781.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -993891.187500 Penalty: 4620.806152
	Iteration 21Q: 3 clusters Score -993891.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -993997.750000 Penalty: 4620.806152
	Iteration 22Q: 3 clusters Score -993997.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -994106.000000 Penalty: 4620.806152
	Iteration 23Q: 3 clusters Score -994106 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -994216.187500 Penalty: 4620.806152
	Iteration 24Q: 3 clusters Score -994216.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -994298.875000 Penalty: 4620.806152
	Iteration 25Q: 3 clusters Score -994298.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -994359.062500 Penalty: 4620.806152
	Iteration 26Q: 3 clusters Score -994359.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -994403.687500 Penalty: 4620.806152
	Iteration 27Q: 3 clusters Score -994403.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -994467.812500 Penalty: 4620.806152
	Iteration 28Q: 3 clusters Score -994467.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -994516.250000 Penalty: 4620.806152
	Iteration 29Q: 3 clusters Score -994516.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -994578.062500 Penalty: 4620.806152
	Iteration 30Q: 3 clusters Score -994578.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -994664.437500 Penalty: 4620.806152
	Iteration 31Q: 3 clusters Score -994664.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -994740.250000 Penalty: 4620.806152
	Iteration 32Q: 3 clusters Score -994740.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -994783.250000 Penalty: 4620.806152
	Iteration 33Q: 3 clusters Score -994783.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -994807.750000 Penalty: 4620.806152
	Iteration 34Q: 3 clusters Score -994807.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -994819.937500 Penalty: 4620.806152
	Iteration 35Q: 3 clusters Score -994819.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -994828.812500 Penalty: 4620.806152
	Iteration 36Q: 3 clusters Score -994828.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -994838.375000 Penalty: 4620.806152
	Iteration 37Q: 3 clusters Score -994838.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -994844.687500 Penalty: 4620.806152
	Iteration 38Q: 3 clusters Score -994844.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -994846.312500 Penalty: 4620.806152
	Iteration 39Q: 3 clusters Score -994846.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -994848.812500 Penalty: 4620.806152
	Iteration 40F: 3 clusters Score -994848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -994850.625000 Penalty: 4620.806152
	Iteration 41Q: 3 clusters Score -994850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -994849.750000 Penalty: 4620.806152
	Iteration 42Q: 3 clusters Score -994849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -994851.000000 Penalty: 4620.806152
	Iteration 43Q: 3 clusters Score -994851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -994849.125000 Penalty: 4620.806152
	Iteration 44Q: 3 clusters Score -994849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -994849.437500 Penalty: 4620.806152
	Iteration 45Q: 3 clusters Score -994849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -994849.562500 Penalty: 4620.806152
	Iteration 46Q: 3 clusters Score -994849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -994849.875000 Penalty: 4620.806152
	Iteration 47Q: 3 clusters Score -994849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -994849.875000 Penalty: 4620.806152
	Iteration 48F: 3 clusters Score -994849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 6948 members 
Mstep: Class 51 contains 3200 members 
Entering Unmasked Estep 
Score: -139185888.000000 Penalty: 177975.546875
Splitting cluster 24 changes total score from -139137984.000000 to -139185888.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 25 (7159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Entering Unmasked Estep 
Score: -752215.625000 Penalty: 2201.279053
	Iteration 0F: 2 clusters Score -752215.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -746381.750000 Penalty: 4402.558105
	Iteration 0F: 3 clusters Score -746381.8 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -748303.937500 Penalty: 4402.558105
	Iteration 1F: 3 clusters Score -748303.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -749556.812500 Penalty: 4402.558105
	Iteration 2F: 3 clusters Score -749556.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -751303.250000 Penalty: 4402.558105
	Iteration 3F: 3 clusters Score -751303.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -752874.750000 Penalty: 4402.558105
	Iteration 4F: 3 clusters Score -752874.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -753720.312500 Penalty: 4402.558105
	Iteration 5F: 3 clusters Score -753720.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -754132.125000 Penalty: 4402.558105
	Iteration 6Q: 3 clusters Score -754132.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -754376.625000 Penalty: 4402.558105
	Iteration 7Q: 3 clusters Score -754376.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -754472.312500 Penalty: 4402.558105
	Iteration 8Q: 3 clusters Score -754472.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -754515.625000 Penalty: 4402.558105
	Iteration 9Q: 3 clusters Score -754515.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -754527.062500 Penalty: 4402.558105
	Iteration 10Q: 3 clusters Score -754527.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -754536.812500 Penalty: 4402.558105
	Iteration 11Q: 3 clusters Score -754536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -754539.500000 Penalty: 4402.558105
	Iteration 12Q: 3 clusters Score -754539.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -754541.250000 Penalty: 4402.558105
	Iteration 13Q: 3 clusters Score -754541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -754543.437500 Penalty: 4402.558105
	Iteration 14Q: 3 clusters Score -754543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -754542.562500 Penalty: 4402.558105
	Iteration 15Q: 3 clusters Score -754542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -754542.187500 Penalty: 4402.558105
	Iteration 16Q: 3 clusters Score -754542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -754542.187500 Penalty: 4402.558105
	Iteration 17F: 3 clusters Score -754542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 26309 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 6948 members 
Mstep: Class 51 contains 3200 members 
Mstep: Class 52 contains 3847 members 
Entering Unmasked Estep 
Score: -139187232.000000 Penalty: 181465.265625
Splitting cluster 25 changes total score from -139137984.000000 to -139187232.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 26 (5502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Entering Unmasked Estep 
Score: -614791.312500 Penalty: 2135.991211
	Iteration 0F: 2 clusters Score -614791.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -609951.625000 Penalty: 4271.982422
	Iteration 0F: 3 clusters Score -609951.6 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -611160.062500 Penalty: 4271.982422
	Iteration 1F: 3 clusters Score -611160.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -611360.687500 Penalty: 4271.982422
	Iteration 2F: 3 clusters Score -611360.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -611482.937500 Penalty: 4271.982422
	Iteration 3Q: 3 clusters Score -611482.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -611555.062500 Penalty: 4271.982422
	Iteration 4Q: 3 clusters Score -611555.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -611607.625000 Penalty: 4271.982422
	Iteration 5Q: 3 clusters Score -611607.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -611647.625000 Penalty: 4271.982422
	Iteration 6Q: 3 clusters Score -611647.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -611677.187500 Penalty: 4271.982422
	Iteration 7Q: 3 clusters Score -611677.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -611696.125000 Penalty: 4271.982422
	Iteration 8Q: 3 clusters Score -611696.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -611713.375000 Penalty: 4271.982422
	Iteration 9Q: 3 clusters Score -611713.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -611732.062500 Penalty: 4271.982422
	Iteration 10Q: 3 clusters Score -611732.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -611748.125000 Penalty: 4271.982422
	Iteration 11Q: 3 clusters Score -611748.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -611762.875000 Penalty: 4271.982422
	Iteration 12Q: 3 clusters Score -611762.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -611778.125000 Penalty: 4271.982422
	Iteration 13Q: 3 clusters Score -611778.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -611790.625000 Penalty: 4271.982422
	Iteration 14Q: 3 clusters Score -611790.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -611803.625000 Penalty: 4271.982422
	Iteration 15Q: 3 clusters Score -611803.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -611816.625000 Penalty: 4271.982422
	Iteration 16Q: 3 clusters Score -611816.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -611828.875000 Penalty: 4271.982422
	Iteration 17Q: 3 clusters Score -611828.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -611841.812500 Penalty: 4271.982422
	Iteration 18Q: 3 clusters Score -611841.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -611852.437500 Penalty: 4271.982422
	Iteration 19Q: 3 clusters Score -611852.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -611861.500000 Penalty: 4271.982422
	Iteration 20F: 3 clusters Score -611861.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -611870.500000 Penalty: 4271.982422
	Iteration 21Q: 3 clusters Score -611870.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -611878.812500 Penalty: 4271.982422
	Iteration 22Q: 3 clusters Score -611878.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -611883.750000 Penalty: 4271.982422
	Iteration 23Q: 3 clusters Score -611883.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -611891.062500 Penalty: 4271.982422
	Iteration 24Q: 3 clusters Score -611891.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -611901.687500 Penalty: 4271.982422
	Iteration 25Q: 3 clusters Score -611901.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -611912.312500 Penalty: 4271.982422
	Iteration 26Q: 3 clusters Score -611912.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -611926.250000 Penalty: 4271.982422
	Iteration 27Q: 3 clusters Score -611926.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -611937.312500 Penalty: 4271.982422
	Iteration 28Q: 3 clusters Score -611937.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -611958.125000 Penalty: 4271.982422
	Iteration 29Q: 3 clusters Score -611958.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -611974.562500 Penalty: 4271.982422
	Iteration 30Q: 3 clusters Score -611974.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -611990.500000 Penalty: 4271.982422
	Iteration 31Q: 3 clusters Score -611990.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -612009.562500 Penalty: 4271.982422
	Iteration 32Q: 3 clusters Score -612009.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -612034.125000 Penalty: 4271.982422
	Iteration 33Q: 3 clusters Score -612034.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -612064.312500 Penalty: 4271.982422
	Iteration 34Q: 3 clusters Score -612064.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -612098.312500 Penalty: 4271.982422
	Iteration 35Q: 3 clusters Score -612098.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -612132.875000 Penalty: 4271.982422
	Iteration 36Q: 3 clusters Score -612132.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -612173.437500 Penalty: 4271.982422
	Iteration 37Q: 3 clusters Score -612173.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -612218.125000 Penalty: 4271.982422
	Iteration 38Q: 3 clusters Score -612218.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -612271.000000 Penalty: 4271.982422
	Iteration 39Q: 3 clusters Score -612271 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -612322.687500 Penalty: 4271.982422
	Iteration 40F: 3 clusters Score -612322.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -612375.500000 Penalty: 4271.982422
	Iteration 41Q: 3 clusters Score -612375.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -612429.812500 Penalty: 4271.982422
	Iteration 42Q: 3 clusters Score -612429.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -612472.000000 Penalty: 4271.982422
	Iteration 43Q: 3 clusters Score -612472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -612510.875000 Penalty: 4271.982422
	Iteration 44Q: 3 clusters Score -612510.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -612553.500000 Penalty: 4271.982422
	Iteration 45Q: 3 clusters Score -612553.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -612586.812500 Penalty: 4271.982422
	Iteration 46Q: 3 clusters Score -612586.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -612623.500000 Penalty: 4271.982422
	Iteration 47Q: 3 clusters Score -612623.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -612651.875000 Penalty: 4271.982422
	Iteration 48Q: 3 clusters Score -612651.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -612674.500000 Penalty: 4271.982422
	Iteration 49Q: 3 clusters Score -612674.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -612696.500000 Penalty: 4271.982422
	Iteration 50Q: 3 clusters Score -612696.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -612710.250000 Penalty: 4271.982422
	Iteration 51Q: 3 clusters Score -612710.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -612728.937500 Penalty: 4271.982422
	Iteration 52Q: 3 clusters Score -612728.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -612746.625000 Penalty: 4271.982422
	Iteration 53Q: 3 clusters Score -612746.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -612764.812500 Penalty: 4271.982422
	Iteration 54Q: 3 clusters Score -612764.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -612777.875000 Penalty: 4271.982422
	Iteration 55Q: 3 clusters Score -612777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -612793.000000 Penalty: 4271.982422
	Iteration 56Q: 3 clusters Score -612793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -612804.562500 Penalty: 4271.982422
	Iteration 57Q: 3 clusters Score -612804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -612811.937500 Penalty: 4271.982422
	Iteration 58Q: 3 clusters Score -612811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -612816.250000 Penalty: 4271.982422
	Iteration 59Q: 3 clusters Score -612816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -612822.375000 Penalty: 4271.982422
	Iteration 60F: 3 clusters Score -612822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -612823.875000 Penalty: 4271.982422
	Iteration 61Q: 3 clusters Score -612823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -612826.000000 Penalty: 4271.982422
	Iteration 62Q: 3 clusters Score -612826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -612827.937500 Penalty: 4271.982422
	Iteration 63Q: 3 clusters Score -612827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -612830.000000 Penalty: 4271.982422
	Iteration 64Q: 3 clusters Score -612830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -612831.187500 Penalty: 4271.982422
	Iteration 65Q: 3 clusters Score -612831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -612831.187500 Penalty: 4271.982422
	Iteration 66F: 3 clusters Score -612831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Entering Unmasked Estep 
Score: -545901.125000 Penalty: 2127.461914
	Iteration 0F: 2 clusters Score -545901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -541230.250000 Penalty: 4254.923828
	Iteration 0F: 3 clusters Score -541230.2 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -542402.250000 Penalty: 4254.923828
	Iteration 1F: 3 clusters Score -542402.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -542643.875000 Penalty: 4254.923828
	Iteration 2F: 3 clusters Score -542643.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -542815.812500 Penalty: 4254.923828
	Iteration 3F: 3 clusters Score -542815.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -542979.437500 Penalty: 4254.923828
	Iteration 4Q: 3 clusters Score -542979.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -543155.687500 Penalty: 4254.923828
	Iteration 5Q: 3 clusters Score -543155.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -543406.687500 Penalty: 4254.923828
	Iteration 6Q: 3 clusters Score -543406.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -543683.937500 Penalty: 4254.923828
	Iteration 7F: 3 clusters Score -543683.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -543989.125000 Penalty: 4254.923828
	Iteration 8F: 3 clusters Score -543989.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -544214.125000 Penalty: 4254.923828
	Iteration 9Q: 3 clusters Score -544214.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -544349.187500 Penalty: 4254.923828
	Iteration 10Q: 3 clusters Score -544349.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -544413.312500 Penalty: 4254.923828
	Iteration 11Q: 3 clusters Score -544413.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -544461.000000 Penalty: 4254.923828
	Iteration 12Q: 3 clusters Score -544461 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -544491.625000 Penalty: 4254.923828
	Iteration 13Q: 3 clusters Score -544491.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -544508.937500 Penalty: 4254.923828
	Iteration 14Q: 3 clusters Score -544508.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -544517.500000 Penalty: 4254.923828
	Iteration 15Q: 3 clusters Score -544517.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -544529.875000 Penalty: 4254.923828
	Iteration 16Q: 3 clusters Score -544529.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -544542.125000 Penalty: 4254.923828
	Iteration 17Q: 3 clusters Score -544542.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -544549.125000 Penalty: 4254.923828
	Iteration 18Q: 3 clusters Score -544549.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -544557.750000 Penalty: 4254.923828
	Iteration 19Q: 3 clusters Score -544557.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -544565.750000 Penalty: 4254.923828
	Iteration 20F: 3 clusters Score -544565.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -544571.375000 Penalty: 4254.923828
	Iteration 21Q: 3 clusters Score -544571.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -544574.750000 Penalty: 4254.923828
	Iteration 22Q: 3 clusters Score -544574.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -544579.687500 Penalty: 4254.923828
	Iteration 23Q: 3 clusters Score -544579.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -544583.187500 Penalty: 4254.923828
	Iteration 24Q: 3 clusters Score -544583.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -544585.312500 Penalty: 4254.923828
	Iteration 25Q: 3 clusters Score -544585.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -544589.687500 Penalty: 4254.923828
	Iteration 26Q: 3 clusters Score -544589.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -544591.625000 Penalty: 4254.923828
	Iteration 27Q: 3 clusters Score -544591.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -544595.562500 Penalty: 4254.923828
	Iteration 28Q: 3 clusters Score -544595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -544599.250000 Penalty: 4254.923828
	Iteration 29Q: 3 clusters Score -544599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -544602.125000 Penalty: 4254.923828
	Iteration 30Q: 3 clusters Score -544602.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -544606.125000 Penalty: 4254.923828
	Iteration 31Q: 3 clusters Score -544606.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -544610.187500 Penalty: 4254.923828
	Iteration 32Q: 3 clusters Score -544610.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -544612.812500 Penalty: 4254.923828
	Iteration 33Q: 3 clusters Score -544612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -544614.687500 Penalty: 4254.923828
	Iteration 34Q: 3 clusters Score -544614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -544616.625000 Penalty: 4254.923828
	Iteration 35Q: 3 clusters Score -544616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -544616.312500 Penalty: 4254.923828
	Iteration 36Q: 3 clusters Score -544616.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -544620.125000 Penalty: 4254.923828
	Iteration 37Q: 3 clusters Score -544620.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -544622.437500 Penalty: 4254.923828
	Iteration 38Q: 3 clusters Score -544622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -544624.875000 Penalty: 4254.923828
	Iteration 39Q: 3 clusters Score -544624.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -544626.187500 Penalty: 4254.923828
	Iteration 40F: 3 clusters Score -544626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -544630.812500 Penalty: 4254.923828
	Iteration 41Q: 3 clusters Score -544630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -544631.500000 Penalty: 4254.923828
	Iteration 42Q: 3 clusters Score -544631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -544631.562500 Penalty: 4254.923828
	Iteration 43Q: 3 clusters Score -544631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -544632.875000 Penalty: 4254.923828
	Iteration 44Q: 3 clusters Score -544632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -544632.875000 Penalty: 4254.923828
	Iteration 45F: 3 clusters Score -544632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Entering Unmasked Estep 
Score: -1306446.625000 Penalty: 2327.471436
	Iteration 0F: 2 clusters Score -1306447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1297540.500000 Penalty: 4654.942871
	Iteration 0F: 3 clusters Score -1297540 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1300211.750000 Penalty: 4654.942871
	Iteration 1F: 3 clusters Score -1300212 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1300657.000000 Penalty: 4654.942871
	Iteration 2F: 3 clusters Score -1300657 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1301173.625000 Penalty: 4654.942871
	Iteration 3F: 3 clusters Score -1301174 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1301799.125000 Penalty: 4654.942871
	Iteration 4F: 3 clusters Score -1301799 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1302570.500000 Penalty: 4654.942871
	Iteration 5F: 3 clusters Score -1302570 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1303515.750000 Penalty: 4654.942871
	Iteration 6F: 3 clusters Score -1303516 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1304412.000000 Penalty: 4654.942871
	Iteration 7F: 3 clusters Score -1304412 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1305093.375000 Penalty: 4654.942871
	Iteration 8F: 3 clusters Score -1305093 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1305478.250000 Penalty: 4654.942871
	Iteration 9Q: 3 clusters Score -1305478 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1305684.750000 Penalty: 4654.942871
	Iteration 10Q: 3 clusters Score -1305685 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1305818.875000 Penalty: 4654.942871
	Iteration 11Q: 3 clusters Score -1305819 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1305886.750000 Penalty: 4654.942871
	Iteration 12Q: 3 clusters Score -1305887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1305930.000000 Penalty: 4654.942871
	Iteration 13Q: 3 clusters Score -1305930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1305951.875000 Penalty: 4654.942871
	Iteration 14Q: 3 clusters Score -1305952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1305969.875000 Penalty: 4654.942871
	Iteration 15Q: 3 clusters Score -1305970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1305985.750000 Penalty: 4654.942871
	Iteration 16Q: 3 clusters Score -1305986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1305999.250000 Penalty: 4654.942871
	Iteration 17Q: 3 clusters Score -1305999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1306007.875000 Penalty: 4654.942871
	Iteration 18Q: 3 clusters Score -1306008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1306015.000000 Penalty: 4654.942871
	Iteration 19Q: 3 clusters Score -1306015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1306015.625000 Penalty: 4654.942871
	Iteration 20F: 3 clusters Score -1306016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1306018.375000 Penalty: 4654.942871
	Iteration 21Q: 3 clusters Score -1306018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1306019.375000 Penalty: 4654.942871
	Iteration 22Q: 3 clusters Score -1306019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1306026.125000 Penalty: 4654.942871
	Iteration 23Q: 3 clusters Score -1306026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1306030.000000 Penalty: 4654.942871
	Iteration 24Q: 3 clusters Score -1306030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1306031.000000 Penalty: 4654.942871
	Iteration 25Q: 3 clusters Score -1306031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1306030.625000 Penalty: 4654.942871
	Iteration 26Q: 3 clusters Score -1306031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1306034.125000 Penalty: 4654.942871
	Iteration 27Q: 3 clusters Score -1306034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1306034.375000 Penalty: 4654.942871
	Iteration 28Q: 3 clusters Score -1306034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1306034.750000 Penalty: 4654.942871
	Iteration 29Q: 3 clusters Score -1306035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1306034.750000 Penalty: 4654.942871
	Iteration 30F: 3 clusters Score -1306035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Entering Unmasked Estep 
Score: -1174481.625000 Penalty: 2307.304932
	Iteration 0F: 2 clusters Score -1174482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1166173.750000 Penalty: 4614.609863
	Iteration 0F: 3 clusters Score -1166174 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1168622.250000 Penalty: 4614.609863
	Iteration 1F: 3 clusters Score -1168622 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1168987.500000 Penalty: 4614.609863
	Iteration 2F: 3 clusters Score -1168988 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1169273.750000 Penalty: 4614.609863
	Iteration 3F: 3 clusters Score -1169274 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1169573.625000 Penalty: 4614.609863
	Iteration 4Q: 3 clusters Score -1169574 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1169882.000000 Penalty: 4614.609863
	Iteration 5Q: 3 clusters Score -1169882 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1170237.125000 Penalty: 4614.609863
	Iteration 6Q: 3 clusters Score -1170237 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1170701.125000 Penalty: 4614.609863
	Iteration 7F: 3 clusters Score -1170701 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1171272.875000 Penalty: 4614.609863
	Iteration 8F: 3 clusters Score -1171273 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1171897.250000 Penalty: 4614.609863
	Iteration 9F: 3 clusters Score -1171897 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1172487.250000 Penalty: 4614.609863
	Iteration 10F: 3 clusters Score -1172487 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1172820.750000 Penalty: 4614.609863
	Iteration 11Q: 3 clusters Score -1172821 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1173030.500000 Penalty: 4614.609863
	Iteration 12Q: 3 clusters Score -1173030 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1173153.500000 Penalty: 4614.609863
	Iteration 13Q: 3 clusters Score -1173154 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1173240.500000 Penalty: 4614.609863
	Iteration 14Q: 3 clusters Score -1173240 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1173322.250000 Penalty: 4614.609863
	Iteration 15Q: 3 clusters Score -1173322 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1173396.500000 Penalty: 4614.609863
	Iteration 16Q: 3 clusters Score -1173396 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1173445.125000 Penalty: 4614.609863
	Iteration 17Q: 3 clusters Score -1173445 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1173496.750000 Penalty: 4614.609863
	Iteration 18Q: 3 clusters Score -1173497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1173542.500000 Penalty: 4614.609863
	Iteration 19Q: 3 clusters Score -1173542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1173586.125000 Penalty: 4614.609863
	Iteration 20F: 3 clusters Score -1173586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1173604.375000 Penalty: 4614.609863
	Iteration 21Q: 3 clusters Score -1173604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1173620.000000 Penalty: 4614.609863
	Iteration 22Q: 3 clusters Score -1173620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1173628.375000 Penalty: 4614.609863
	Iteration 23Q: 3 clusters Score -1173628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1173640.500000 Penalty: 4614.609863
	Iteration 24Q: 3 clusters Score -1173640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1173649.250000 Penalty: 4614.609863
	Iteration 25Q: 3 clusters Score -1173649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1173657.625000 Penalty: 4614.609863
	Iteration 26Q: 3 clusters Score -1173658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1173668.500000 Penalty: 4614.609863
	Iteration 27Q: 3 clusters Score -1173668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1173673.375000 Penalty: 4614.609863
	Iteration 28Q: 3 clusters Score -1173673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1173678.375000 Penalty: 4614.609863
	Iteration 29Q: 3 clusters Score -1173678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1173678.875000 Penalty: 4614.609863
	Iteration 30Q: 3 clusters Score -1173679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1173679.125000 Penalty: 4614.609863
	Iteration 31Q: 3 clusters Score -1173679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1173680.375000 Penalty: 4614.609863
	Iteration 32Q: 3 clusters Score -1173680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1173681.750000 Penalty: 4614.609863
	Iteration 33Q: 3 clusters Score -1173682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1173680.875000 Penalty: 4614.609863
	Iteration 34Q: 3 clusters Score -1173681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1173682.750000 Penalty: 4614.609863
	Iteration 35Q: 3 clusters Score -1173683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1173684.750000 Penalty: 4614.609863
	Iteration 36Q: 3 clusters Score -1173685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1173682.750000 Penalty: 4614.609863
	Iteration 37Q: 3 clusters Score -1173683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1173682.750000 Penalty: 4614.609863
	Iteration 38Q: 3 clusters Score -1173683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1173684.375000 Penalty: 4614.609863
	Iteration 39Q: 3 clusters Score -1173684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1173687.000000 Penalty: 4614.609863
	Iteration 40F: 3 clusters Score -1173687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Entering Unmasked Estep 
Score: -2695373.000000 Penalty: 2524.061279
	Iteration 0F: 2 clusters Score -2695373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2677334.000000 Penalty: 5048.122559
	Iteration 0F: 3 clusters Score -2677334 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2685111.000000 Penalty: 5048.122559
	Iteration 1F: 3 clusters Score -2685111 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2689851.500000 Penalty: 5048.122559
	Iteration 2F: 3 clusters Score -2689852 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2696942.500000 Penalty: 5048.122559
	Iteration 3F: 3 clusters Score -2696942 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2702021.750000 Penalty: 5048.122559
	Iteration 4F: 3 clusters Score -2702022 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2704663.250000 Penalty: 5048.122559
	Iteration 5F: 3 clusters Score -2704663 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2706252.500000 Penalty: 5048.122559
	Iteration 6F: 3 clusters Score -2706252 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2707345.000000 Penalty: 5048.122559
	Iteration 7Q: 3 clusters Score -2707345 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2708093.500000 Penalty: 5048.122559
	Iteration 8Q: 3 clusters Score -2708094 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2708555.500000 Penalty: 5048.122559
	Iteration 9Q: 3 clusters Score -2708556 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2708871.250000 Penalty: 5048.122559
	Iteration 10Q: 3 clusters Score -2708871 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2709170.250000 Penalty: 5048.122559
	Iteration 11Q: 3 clusters Score -2709170 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2709468.500000 Penalty: 5048.122559
	Iteration 12Q: 3 clusters Score -2709468 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2709684.750000 Penalty: 5048.122559
	Iteration 13Q: 3 clusters Score -2709685 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2709817.250000 Penalty: 5048.122559
	Iteration 14Q: 3 clusters Score -2709817 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2709870.250000 Penalty: 5048.122559
	Iteration 15Q: 3 clusters Score -2709870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2709906.500000 Penalty: 5048.122559
	Iteration 16Q: 3 clusters Score -2709906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2709912.750000 Penalty: 5048.122559
	Iteration 17Q: 3 clusters Score -2709913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2709915.000000 Penalty: 5048.122559
	Iteration 18Q: 3 clusters Score -2709915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2709914.500000 Penalty: 5048.122559
	Iteration 19Q: 3 clusters Score -2709914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2709920.000000 Penalty: 5048.122559
	Iteration 20F: 3 clusters Score -2709920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 15741 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 6948 members 
Mstep: Class 51 contains 3200 members 
Mstep: Class 52 contains 3847 members 
Mstep: Class 53 contains 21933 members 
Entering Unmasked Estep 
Score: -139200912.000000 Penalty: 184954.984375
Splitting cluster 30 changes total score from -139137984.000000 to -139200912.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 31 (15741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Entering Unmasked Estep 
Score: -1744975.250000 Penalty: 2396.677979
	Iteration 0F: 2 clusters Score -1744975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1733664.125000 Penalty: 4793.355957
	Iteration 0F: 3 clusters Score -1733664 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1737471.375000 Penalty: 4793.355957
	Iteration 1F: 3 clusters Score -1737471 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1737977.750000 Penalty: 4793.355957
	Iteration 2F: 3 clusters Score -1737978 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1738470.125000 Penalty: 4793.355957
	Iteration 3F: 3 clusters Score -1738470 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1739065.750000 Penalty: 4793.355957
	Iteration 4F: 3 clusters Score -1739066 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1739837.000000 Penalty: 4793.355957
	Iteration 5F: 3 clusters Score -1739837 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1740861.625000 Penalty: 4793.355957
	Iteration 6F: 3 clusters Score -1740862 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1742354.125000 Penalty: 4793.355957
	Iteration 7F: 3 clusters Score -1742354 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1743986.250000 Penalty: 4793.355957
	Iteration 8F: 3 clusters Score -1743986 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1745137.875000 Penalty: 4793.355957
	Iteration 9F: 3 clusters Score -1745138 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1745891.875000 Penalty: 4793.355957
	Iteration 10Q: 3 clusters Score -1745892 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1746540.500000 Penalty: 4793.355957
	Iteration 11Q: 3 clusters Score -1746540 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1747381.750000 Penalty: 4793.355957
	Iteration 12Q: 3 clusters Score -1747382 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1748025.375000 Penalty: 4793.355957
	Iteration 13Q: 3 clusters Score -1748025 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1748153.750000 Penalty: 4793.355957
	Iteration 14Q: 3 clusters Score -1748154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1748180.250000 Penalty: 4793.355957
	Iteration 15Q: 3 clusters Score -1748180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1748182.000000 Penalty: 4793.355957
	Iteration 16Q: 3 clusters Score -1748182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1748191.750000 Penalty: 4793.355957
	Iteration 17Q: 3 clusters Score -1748192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1748192.375000 Penalty: 4793.355957
	Iteration 18Q: 3 clusters Score -1748192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1748193.250000 Penalty: 4793.355957
	Iteration 19Q: 3 clusters Score -1748193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1748192.375000 Penalty: 4793.355957
	Iteration 20F: 3 clusters Score -1748192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1748194.125000 Penalty: 4793.355957
	Iteration 21Q: 3 clusters Score -1748194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1748194.125000 Penalty: 4793.355957
	Iteration 22F: 3 clusters Score -1748194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 65003 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 6948 members 
Mstep: Class 51 contains 3200 members 
Mstep: Class 52 contains 3847 members 
Mstep: Class 53 contains 21933 members 
Mstep: Class 54 contains 6126 members 
Entering Unmasked Estep 
Score: -139203024.000000 Penalty: 188444.703125
Splitting cluster 31 changes total score from -139137984.000000 to -139203024.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 32 (65003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Entering Unmasked Estep 
Score: -7360287.000000 Penalty: 2748.382812
	Iteration 0F: 2 clusters Score -7360287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -7316608.500000 Penalty: 5496.765625
	Iteration 0F: 3 clusters Score -7316608 nChanged 30366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -7334347.500000 Penalty: 5496.765625
	Iteration 1F: 3 clusters Score -7334348 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -7335519.000000 Penalty: 5496.765625
	Iteration 2Q: 3 clusters Score -7335519 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -7337130.000000 Penalty: 5496.765625
	Iteration 3Q: 3 clusters Score -7337130 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -7339095.000000 Penalty: 5496.765625
	Iteration 4F: 3 clusters Score -7339095 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -7341626.000000 Penalty: 5496.765625
	Iteration 5F: 3 clusters Score -7341626 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -7345157.000000 Penalty: 5496.765625
	Iteration 6F: 3 clusters Score -7345157 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -7349534.000000 Penalty: 5496.765625
	Iteration 7F: 3 clusters Score -7349534 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -7354357.500000 Penalty: 5496.765625
	Iteration 8F: 3 clusters Score -7354358 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -7357830.500000 Penalty: 5496.765625
	Iteration 9F: 3 clusters Score -7357830 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -7359672.000000 Penalty: 5496.765625
	Iteration 10Q: 3 clusters Score -7359672 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -7360685.000000 Penalty: 5496.765625
	Iteration 11Q: 3 clusters Score -7360685 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -7361339.500000 Penalty: 5496.765625
	Iteration 12Q: 3 clusters Score -7361340 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -7361801.000000 Penalty: 5496.765625
	Iteration 13Q: 3 clusters Score -7361801 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -7362204.000000 Penalty: 5496.765625
	Iteration 14Q: 3 clusters Score -7362204 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -7362538.000000 Penalty: 5496.765625
	Iteration 15Q: 3 clusters Score -7362538 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -7362812.500000 Penalty: 5496.765625
	Iteration 16Q: 3 clusters Score -7362812 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -7363004.000000 Penalty: 5496.765625
	Iteration 17Q: 3 clusters Score -7363004 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -7363152.000000 Penalty: 5496.765625
	Iteration 18Q: 3 clusters Score -7363152 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -7363256.500000 Penalty: 5496.765625
	Iteration 19Q: 3 clusters Score -7363256 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -7363335.000000 Penalty: 5496.765625
	Iteration 20F: 3 clusters Score -7363335 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -7363405.000000 Penalty: 5496.765625
	Iteration 21Q: 3 clusters Score -7363405 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -7363455.500000 Penalty: 5496.765625
	Iteration 22Q: 3 clusters Score -7363456 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -7363516.000000 Penalty: 5496.765625
	Iteration 23Q: 3 clusters Score -7363516 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -7363519.000000 Penalty: 5496.765625
	Iteration 24Q: 3 clusters Score -7363519 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -7363533.000000 Penalty: 5496.765625
	Iteration 25Q: 3 clusters Score -7363533 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -7363538.500000 Penalty: 5496.765625
	Iteration 26Q: 3 clusters Score -7363538 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -7363544.500000 Penalty: 5496.765625
	Iteration 27Q: 3 clusters Score -7363544 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -7363558.500000 Penalty: 5496.765625
	Iteration 28Q: 3 clusters Score -7363558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -7363572.500000 Penalty: 5496.765625
	Iteration 29Q: 3 clusters Score -7363572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -7363577.500000 Penalty: 5496.765625
	Iteration 30Q: 3 clusters Score -7363578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -7363594.500000 Penalty: 5496.765625
	Iteration 31Q: 3 clusters Score -7363594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -7363616.500000 Penalty: 5496.765625
	Iteration 32Q: 3 clusters Score -7363616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -7363610.000000 Penalty: 5496.765625
	Iteration 33Q: 3 clusters Score -7363610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -7363616.000000 Penalty: 5496.765625
	Iteration 34Q: 3 clusters Score -7363616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -7363627.000000 Penalty: 5496.765625
	Iteration 35Q: 3 clusters Score -7363627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -7363637.500000 Penalty: 5496.765625
	Iteration 36Q: 3 clusters Score -7363638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -7363641.000000 Penalty: 5496.765625
	Iteration 37Q: 3 clusters Score -7363641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -7363646.500000 Penalty: 5496.765625
	Iteration 38Q: 3 clusters Score -7363646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -7363668.000000 Penalty: 5496.765625
	Iteration 39Q: 3 clusters Score -7363668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -7363652.500000 Penalty: 5496.765625
	Iteration 40F: 3 clusters Score -7363652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -7363662.000000 Penalty: 5496.765625
	Iteration 41Q: 3 clusters Score -7363662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -7363662.000000 Penalty: 5496.765625
	Iteration 42Q: 3 clusters Score -7363662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -7363646.000000 Penalty: 5496.765625
	Iteration 43Q: 3 clusters Score -7363646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -7363648.500000 Penalty: 5496.765625
	Iteration 44Q: 3 clusters Score -7363648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -7363647.500000 Penalty: 5496.765625
	Iteration 45Q: 3 clusters Score -7363648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -7363645.500000 Penalty: 5496.765625
	Iteration 46Q: 3 clusters Score -7363646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -7363631.500000 Penalty: 5496.765625
	Iteration 47Q: 3 clusters Score -7363632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -7363626.000000 Penalty: 5496.765625
	Iteration 48Q: 3 clusters Score -7363626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -7363616.500000 Penalty: 5496.765625
	Iteration 49Q: 3 clusters Score -7363616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -7363611.000000 Penalty: 5496.765625
	Iteration 50Q: 3 clusters Score -7363611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -7363622.500000 Penalty: 5496.765625
	Iteration 51Q: 3 clusters Score -7363622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -7363620.000000 Penalty: 5496.765625
	Iteration 52Q: 3 clusters Score -7363620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -7363618.000000 Penalty: 5496.765625
	Iteration 53Q: 3 clusters Score -7363618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -7363610.500000 Penalty: 5496.765625
	Iteration 54Q: 3 clusters Score -7363610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -7363609.000000 Penalty: 5496.765625
	Iteration 55Q: 3 clusters Score -7363609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -7363609.500000 Penalty: 5496.765625
	Iteration 56Q: 3 clusters Score -7363610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -7363608.000000 Penalty: 5496.765625
	Iteration 57Q: 3 clusters Score -7363608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -7363603.000000 Penalty: 5496.765625
	Iteration 58Q: 3 clusters Score -7363603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -7363604.500000 Penalty: 5496.765625
	Iteration 59Q: 3 clusters Score -7363604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -7363604.500000 Penalty: 5496.765625
	Iteration 60F: 3 clusters Score -7363604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -7363606.500000 Penalty: 5496.765625
	Iteration 61Q: 3 clusters Score -7363606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -7363613.000000 Penalty: 5496.765625
	Iteration 62Q: 3 clusters Score -7363613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -7363625.000000 Penalty: 5496.765625
	Iteration 63Q: 3 clusters Score -7363625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -7363619.500000 Penalty: 5496.765625
	Iteration 64Q: 3 clusters Score -7363620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -7363625.000000 Penalty: 5496.765625
	Iteration 65Q: 3 clusters Score -7363625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -7363627.500000 Penalty: 5496.765625
	Iteration 66Q: 3 clusters Score -7363628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -7363631.000000 Penalty: 5496.765625
	Iteration 67Q: 3 clusters Score -7363631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -7363632.000000 Penalty: 5496.765625
	Iteration 68Q: 3 clusters Score -7363632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -7363624.000000 Penalty: 5496.765625
	Iteration 69Q: 3 clusters Score -7363624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -7363627.000000 Penalty: 5496.765625
	Iteration 70Q: 3 clusters Score -7363627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -7363625.000000 Penalty: 5496.765625
	Iteration 71Q: 3 clusters Score -7363625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -7363625.000000 Penalty: 5496.765625
	Iteration 72F: 3 clusters Score -7363625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 41738 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 6948 members 
Mstep: Class 51 contains 3200 members 
Mstep: Class 52 contains 3847 members 
Mstep: Class 53 contains 21933 members 
Mstep: Class 54 contains 6126 members 
Mstep: Class 55 contains 23265 members 
Entering Unmasked Estep 
Score: -139205328.000000 Penalty: 191934.406250
Splitting cluster 32 changes total score from -139137984.000000 to -139205328.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 33 (13990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Entering Unmasked Estep 
Score: -1502644.375000 Penalty: 2367.432129
	Iteration 0F: 2 clusters Score -1502644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1492481.375000 Penalty: 4734.864258
	Iteration 0F: 3 clusters Score -1492481 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1495760.875000 Penalty: 4734.864258
	Iteration 1F: 3 clusters Score -1495761 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1496361.625000 Penalty: 4734.864258
	Iteration 2F: 3 clusters Score -1496362 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1496957.500000 Penalty: 4734.864258
	Iteration 3F: 3 clusters Score -1496958 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1497621.000000 Penalty: 4734.864258
	Iteration 4F: 3 clusters Score -1497621 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1498327.875000 Penalty: 4734.864258
	Iteration 5F: 3 clusters Score -1498328 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1499086.125000 Penalty: 4734.864258
	Iteration 6F: 3 clusters Score -1499086 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1499801.625000 Penalty: 4734.864258
	Iteration 7F: 3 clusters Score -1499802 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1500361.000000 Penalty: 4734.864258
	Iteration 8F: 3 clusters Score -1500361 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1500666.750000 Penalty: 4734.864258
	Iteration 9Q: 3 clusters Score -1500667 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1500866.250000 Penalty: 4734.864258
	Iteration 10Q: 3 clusters Score -1500866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1501000.250000 Penalty: 4734.864258
	Iteration 11Q: 3 clusters Score -1501000 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1501073.500000 Penalty: 4734.864258
	Iteration 12Q: 3 clusters Score -1501074 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1501148.250000 Penalty: 4734.864258
	Iteration 13Q: 3 clusters Score -1501148 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1501211.125000 Penalty: 4734.864258
	Iteration 14Q: 3 clusters Score -1501211 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1501282.125000 Penalty: 4734.864258
	Iteration 15Q: 3 clusters Score -1501282 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1501358.625000 Penalty: 4734.864258
	Iteration 16Q: 3 clusters Score -1501359 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1501488.875000 Penalty: 4734.864258
	Iteration 17Q: 3 clusters Score -1501489 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1501720.250000 Penalty: 4734.864258
	Iteration 18Q: 3 clusters Score -1501720 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1502125.875000 Penalty: 4734.864258
	Iteration 19Q: 3 clusters Score -1502126 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1502498.500000 Penalty: 4734.864258
	Iteration 20F: 3 clusters Score -1502498 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1502765.000000 Penalty: 4734.864258
	Iteration 21Q: 3 clusters Score -1502765 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1503002.750000 Penalty: 4734.864258
	Iteration 22Q: 3 clusters Score -1503003 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1503214.625000 Penalty: 4734.864258
	Iteration 23Q: 3 clusters Score -1503215 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1503336.500000 Penalty: 4734.864258
	Iteration 24Q: 3 clusters Score -1503336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1503393.750000 Penalty: 4734.864258
	Iteration 25Q: 3 clusters Score -1503394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1503420.125000 Penalty: 4734.864258
	Iteration 26Q: 3 clusters Score -1503420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1503437.250000 Penalty: 4734.864258
	Iteration 27Q: 3 clusters Score -1503437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1503437.125000 Penalty: 4734.864258
	Iteration 28Q: 3 clusters Score -1503437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1503442.000000 Penalty: 4734.864258
	Iteration 29Q: 3 clusters Score -1503442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1503445.750000 Penalty: 4734.864258
	Iteration 30Q: 3 clusters Score -1503446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1503446.500000 Penalty: 4734.864258
	Iteration 31Q: 3 clusters Score -1503446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1503445.750000 Penalty: 4734.864258
	Iteration 32Q: 3 clusters Score -1503446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1503451.500000 Penalty: 4734.864258
	Iteration 33Q: 3 clusters Score -1503452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1503449.500000 Penalty: 4734.864258
	Iteration 34Q: 3 clusters Score -1503450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1503447.750000 Penalty: 4734.864258
	Iteration 35Q: 3 clusters Score -1503448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1503451.125000 Penalty: 4734.864258
	Iteration 36Q: 3 clusters Score -1503451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1503450.000000 Penalty: 4734.864258
	Iteration 37Q: 3 clusters Score -1503450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1503447.750000 Penalty: 4734.864258
	Iteration 38Q: 3 clusters Score -1503448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1503448.000000 Penalty: 4734.864258
	Iteration 39Q: 3 clusters Score -1503448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1503447.125000 Penalty: 4734.864258
	Iteration 40F: 3 clusters Score -1503447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 41738 members 
Mstep: Class 33 contains 5485 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 6948 members 
Mstep: Class 51 contains 3200 members 
Mstep: Class 52 contains 3847 members 
Mstep: Class 53 contains 21933 members 
Mstep: Class 54 contains 6126 members 
Mstep: Class 55 contains 23265 members 
Mstep: Class 56 contains 8505 members 
Entering Unmasked Estep 
Score: -139204928.000000 Penalty: 195424.125000
Splitting cluster 33 changes total score from -139137984.000000 to -139204928.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 34 (8799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Entering Unmasked Estep 
Score: -956935.125000 Penalty: 2252.433594
	Iteration 0F: 2 clusters Score -956935.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -950088.937500 Penalty: 4504.867188
	Iteration 0F: 3 clusters Score -950088.9 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -952904.375000 Penalty: 4504.867188
	Iteration 1F: 3 clusters Score -952904.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -954147.750000 Penalty: 4504.867188
	Iteration 2F: 3 clusters Score -954147.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -955052.312500 Penalty: 4504.867188
	Iteration 3F: 3 clusters Score -955052.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -955832.250000 Penalty: 4504.867188
	Iteration 4F: 3 clusters Score -955832.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -956426.437500 Penalty: 4504.867188
	Iteration 5F: 3 clusters Score -956426.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -956859.562500 Penalty: 4504.867188
	Iteration 6F: 3 clusters Score -956859.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -957123.000000 Penalty: 4504.867188
	Iteration 7Q: 3 clusters Score -957123 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -957328.375000 Penalty: 4504.867188
	Iteration 8Q: 3 clusters Score -957328.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -957497.500000 Penalty: 4504.867188
	Iteration 9Q: 3 clusters Score -957497.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -957596.687500 Penalty: 4504.867188
	Iteration 10Q: 3 clusters Score -957596.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -957669.375000 Penalty: 4504.867188
	Iteration 11Q: 3 clusters Score -957669.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -957728.937500 Penalty: 4504.867188
	Iteration 12Q: 3 clusters Score -957728.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -957783.312500 Penalty: 4504.867188
	Iteration 13Q: 3 clusters Score -957783.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -957830.000000 Penalty: 4504.867188
	Iteration 14Q: 3 clusters Score -957830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -957888.187500 Penalty: 4504.867188
	Iteration 15Q: 3 clusters Score -957888.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -957933.562500 Penalty: 4504.867188
	Iteration 16Q: 3 clusters Score -957933.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -957957.000000 Penalty: 4504.867188
	Iteration 17Q: 3 clusters Score -957957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -957975.875000 Penalty: 4504.867188
	Iteration 18Q: 3 clusters Score -957975.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -957986.687500 Penalty: 4504.867188
	Iteration 19Q: 3 clusters Score -957986.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -957999.250000 Penalty: 4504.867188
	Iteration 20F: 3 clusters Score -957999.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -958008.812500 Penalty: 4504.867188
	Iteration 21Q: 3 clusters Score -958008.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -958023.437500 Penalty: 4504.867188
	Iteration 22Q: 3 clusters Score -958023.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -958074.187500 Penalty: 4504.867188
	Iteration 23Q: 3 clusters Score -958074.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -958173.062500 Penalty: 4504.867188
	Iteration 24Q: 3 clusters Score -958173.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -958215.062500 Penalty: 4504.867188
	Iteration 25Q: 3 clusters Score -958215.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -958235.062500 Penalty: 4504.867188
	Iteration 26Q: 3 clusters Score -958235.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -958245.250000 Penalty: 4504.867188
	Iteration 27Q: 3 clusters Score -958245.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -958248.437500 Penalty: 4504.867188
	Iteration 28Q: 3 clusters Score -958248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -958251.937500 Penalty: 4504.867188
	Iteration 29Q: 3 clusters Score -958251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -958256.000000 Penalty: 4504.867188
	Iteration 30Q: 3 clusters Score -958256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -958257.750000 Penalty: 4504.867188
	Iteration 31Q: 3 clusters Score -958257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -958257.437500 Penalty: 4504.867188
	Iteration 32Q: 3 clusters Score -958257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -958257.437500 Penalty: 4504.867188
	Iteration 33F: 3 clusters Score -958257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 41738 members 
Mstep: Class 33 contains 5485 members 
Mstep: Class 34 contains 7661 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 6948 members 
Mstep: Class 51 contains 3200 members 
Mstep: Class 52 contains 3847 members 
Mstep: Class 53 contains 21933 members 
Mstep: Class 54 contains 6126 members 
Mstep: Class 55 contains 23265 members 
Mstep: Class 56 contains 8505 members 
Mstep: Class 57 contains 1138 members 
Entering Unmasked Estep 
Score: -139205008.000000 Penalty: 198913.843750
Splitting cluster 34 changes total score from -139137984.000000 to -139205008.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 35 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -956429.062500 Penalty: 2257.897217
	Iteration 0F: 2 clusters Score -956429.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -949362.437500 Penalty: 4515.794434
	Iteration 0F: 3 clusters Score -949362.4 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -951513.625000 Penalty: 4515.794434
	Iteration 1F: 3 clusters Score -951513.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -952155.875000 Penalty: 4515.794434
	Iteration 2F: 3 clusters Score -952155.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -952876.375000 Penalty: 4515.794434
	Iteration 3F: 3 clusters Score -952876.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -953569.000000 Penalty: 4515.794434
	Iteration 4F: 3 clusters Score -953569 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -954128.000000 Penalty: 4515.794434
	Iteration 5F: 3 clusters Score -954128 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -954466.312500 Penalty: 4515.794434
	Iteration 6F: 3 clusters Score -954466.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -954701.687500 Penalty: 4515.794434
	Iteration 7Q: 3 clusters Score -954701.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -954885.812500 Penalty: 4515.794434
	Iteration 8Q: 3 clusters Score -954885.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -955045.500000 Penalty: 4515.794434
	Iteration 9Q: 3 clusters Score -955045.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -955202.250000 Penalty: 4515.794434
	Iteration 10Q: 3 clusters Score -955202.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -955376.187500 Penalty: 4515.794434
	Iteration 11Q: 3 clusters Score -955376.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -955543.750000 Penalty: 4515.794434
	Iteration 12Q: 3 clusters Score -955543.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -955675.312500 Penalty: 4515.794434
	Iteration 13Q: 3 clusters Score -955675.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -955760.750000 Penalty: 4515.794434
	Iteration 14Q: 3 clusters Score -955760.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -955808.875000 Penalty: 4515.794434
	Iteration 15Q: 3 clusters Score -955808.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -955844.437500 Penalty: 4515.794434
	Iteration 16Q: 3 clusters Score -955844.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -955860.625000 Penalty: 4515.794434
	Iteration 17Q: 3 clusters Score -955860.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -955873.125000 Penalty: 4515.794434
	Iteration 18Q: 3 clusters Score -955873.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -955882.125000 Penalty: 4515.794434
	Iteration 19Q: 3 clusters Score -955882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -955880.812500 Penalty: 4515.794434
	Iteration 20F: 3 clusters Score -955880.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -955887.500000 Penalty: 4515.794434
	Iteration 21Q: 3 clusters Score -955887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -955887.687500 Penalty: 4515.794434
	Iteration 22Q: 3 clusters Score -955887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -955890.312500 Penalty: 4515.794434
	Iteration 23Q: 3 clusters Score -955890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -955891.187500 Penalty: 4515.794434
	Iteration 24Q: 3 clusters Score -955891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -955890.500000 Penalty: 4515.794434
	Iteration 25Q: 3 clusters Score -955890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -955893.625000 Penalty: 4515.794434
	Iteration 26Q: 3 clusters Score -955893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -955893.625000 Penalty: 4515.794434
	Iteration 27F: 3 clusters Score -955893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Entering Unmasked Estep 
Score: -1326120.000000 Penalty: 2337.031494
	Iteration 0F: 2 clusters Score -1326120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1316983.500000 Penalty: 4674.062988
	Iteration 0F: 3 clusters Score -1316984 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1319838.125000 Penalty: 4674.062988
	Iteration 1F: 3 clusters Score -1319838 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1320271.000000 Penalty: 4674.062988
	Iteration 2F: 3 clusters Score -1320271 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1320601.750000 Penalty: 4674.062988
	Iteration 3F: 3 clusters Score -1320602 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1320937.250000 Penalty: 4674.062988
	Iteration 4Q: 3 clusters Score -1320937 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1321288.750000 Penalty: 4674.062988
	Iteration 5Q: 3 clusters Score -1321289 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1321635.250000 Penalty: 4674.062988
	Iteration 6Q: 3 clusters Score -1321635 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1321998.500000 Penalty: 4674.062988
	Iteration 7Q: 3 clusters Score -1321998 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1322374.000000 Penalty: 4674.062988
	Iteration 8Q: 3 clusters Score -1322374 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1322759.375000 Penalty: 4674.062988
	Iteration 9Q: 3 clusters Score -1322759 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1323133.500000 Penalty: 4674.062988
	Iteration 10Q: 3 clusters Score -1323134 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1323490.000000 Penalty: 4674.062988
	Iteration 11Q: 3 clusters Score -1323490 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1323766.000000 Penalty: 4674.062988
	Iteration 12Q: 3 clusters Score -1323766 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1323945.500000 Penalty: 4674.062988
	Iteration 13Q: 3 clusters Score -1323946 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1324066.000000 Penalty: 4674.062988
	Iteration 14Q: 3 clusters Score -1324066 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1324175.125000 Penalty: 4674.062988
	Iteration 15Q: 3 clusters Score -1324175 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1324297.750000 Penalty: 4674.062988
	Iteration 16Q: 3 clusters Score -1324298 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1324417.875000 Penalty: 4674.062988
	Iteration 17Q: 3 clusters Score -1324418 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1324555.875000 Penalty: 4674.062988
	Iteration 18Q: 3 clusters Score -1324556 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1324676.625000 Penalty: 4674.062988
	Iteration 19Q: 3 clusters Score -1324677 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1324770.000000 Penalty: 4674.062988
	Iteration 20F: 3 clusters Score -1324770 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1324856.375000 Penalty: 4674.062988
	Iteration 21Q: 3 clusters Score -1324856 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1324936.750000 Penalty: 4674.062988
	Iteration 22Q: 3 clusters Score -1324937 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1324995.125000 Penalty: 4674.062988
	Iteration 23Q: 3 clusters Score -1324995 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1325041.125000 Penalty: 4674.062988
	Iteration 24Q: 3 clusters Score -1325041 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1325072.875000 Penalty: 4674.062988
	Iteration 25Q: 3 clusters Score -1325073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1325096.625000 Penalty: 4674.062988
	Iteration 26Q: 3 clusters Score -1325097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1325116.875000 Penalty: 4674.062988
	Iteration 27Q: 3 clusters Score -1325117 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1325130.375000 Penalty: 4674.062988
	Iteration 28Q: 3 clusters Score -1325130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1325145.250000 Penalty: 4674.062988
	Iteration 29Q: 3 clusters Score -1325145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1325156.750000 Penalty: 4674.062988
	Iteration 30Q: 3 clusters Score -1325157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1325170.125000 Penalty: 4674.062988
	Iteration 31Q: 3 clusters Score -1325170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1325184.250000 Penalty: 4674.062988
	Iteration 32Q: 3 clusters Score -1325184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1325196.500000 Penalty: 4674.062988
	Iteration 33Q: 3 clusters Score -1325196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1325202.250000 Penalty: 4674.062988
	Iteration 34Q: 3 clusters Score -1325202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1325211.125000 Penalty: 4674.062988
	Iteration 35Q: 3 clusters Score -1325211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1325226.750000 Penalty: 4674.062988
	Iteration 36Q: 3 clusters Score -1325227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1325228.250000 Penalty: 4674.062988
	Iteration 37Q: 3 clusters Score -1325228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1325238.000000 Penalty: 4674.062988
	Iteration 38Q: 3 clusters Score -1325238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1325248.250000 Penalty: 4674.062988
	Iteration 39Q: 3 clusters Score -1325248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1325257.750000 Penalty: 4674.062988
	Iteration 40F: 3 clusters Score -1325258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1325262.500000 Penalty: 4674.062988
	Iteration 41Q: 3 clusters Score -1325262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1325266.125000 Penalty: 4674.062988
	Iteration 42Q: 3 clusters Score -1325266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1325272.125000 Penalty: 4674.062988
	Iteration 43Q: 3 clusters Score -1325272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1325270.750000 Penalty: 4674.062988
	Iteration 44Q: 3 clusters Score -1325271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1325281.375000 Penalty: 4674.062988
	Iteration 45Q: 3 clusters Score -1325281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1325284.750000 Penalty: 4674.062988
	Iteration 46Q: 3 clusters Score -1325285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1325291.375000 Penalty: 4674.062988
	Iteration 47Q: 3 clusters Score -1325291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1325298.625000 Penalty: 4674.062988
	Iteration 48Q: 3 clusters Score -1325299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1325297.125000 Penalty: 4674.062988
	Iteration 49Q: 3 clusters Score -1325297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1325299.500000 Penalty: 4674.062988
	Iteration 50Q: 3 clusters Score -1325300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1325300.750000 Penalty: 4674.062988
	Iteration 51Q: 3 clusters Score -1325301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1325304.125000 Penalty: 4674.062988
	Iteration 52Q: 3 clusters Score -1325304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1325307.125000 Penalty: 4674.062988
	Iteration 53Q: 3 clusters Score -1325307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1325308.625000 Penalty: 4674.062988
	Iteration 54Q: 3 clusters Score -1325309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1325307.125000 Penalty: 4674.062988
	Iteration 55Q: 3 clusters Score -1325307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1325311.375000 Penalty: 4674.062988
	Iteration 56Q: 3 clusters Score -1325311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1325311.250000 Penalty: 4674.062988
	Iteration 57Q: 3 clusters Score -1325311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1325312.875000 Penalty: 4674.062988
	Iteration 58Q: 3 clusters Score -1325313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1325313.875000 Penalty: 4674.062988
	Iteration 59Q: 3 clusters Score -1325314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1325313.750000 Penalty: 4674.062988
	Iteration 60F: 3 clusters Score -1325314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1325315.875000 Penalty: 4674.062988
	Iteration 61Q: 3 clusters Score -1325316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1325313.250000 Penalty: 4674.062988
	Iteration 62Q: 3 clusters Score -1325313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1325318.250000 Penalty: 4674.062988
	Iteration 63Q: 3 clusters Score -1325318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1325316.625000 Penalty: 4674.062988
	Iteration 64Q: 3 clusters Score -1325317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1325315.625000 Penalty: 4674.062988
	Iteration 65Q: 3 clusters Score -1325316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1325316.000000 Penalty: 4674.062988
	Iteration 66Q: 3 clusters Score -1325316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1325317.250000 Penalty: 4674.062988
	Iteration 67Q: 3 clusters Score -1325317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1325317.250000 Penalty: 4674.062988
	Iteration 68F: 3 clusters Score -1325317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Entering Unmasked Estep 
Score: -1397940.250000 Penalty: 2342.501709
	Iteration 0F: 2 clusters Score -1397940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1388607.625000 Penalty: 4685.003418
	Iteration 0F: 3 clusters Score -1388608 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1391684.625000 Penalty: 4685.003418
	Iteration 1F: 3 clusters Score -1391685 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1392481.500000 Penalty: 4685.003418
	Iteration 2F: 3 clusters Score -1392482 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1393706.125000 Penalty: 4685.003418
	Iteration 3F: 3 clusters Score -1393706 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1395014.875000 Penalty: 4685.003418
	Iteration 4F: 3 clusters Score -1395015 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1396035.375000 Penalty: 4685.003418
	Iteration 5F: 3 clusters Score -1396035 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1396868.125000 Penalty: 4685.003418
	Iteration 6F: 3 clusters Score -1396868 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1397749.250000 Penalty: 4685.003418
	Iteration 7F: 3 clusters Score -1397749 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1398963.750000 Penalty: 4685.003418
	Iteration 8F: 3 clusters Score -1398964 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1400390.125000 Penalty: 4685.003418
	Iteration 9F: 3 clusters Score -1400390 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1401128.375000 Penalty: 4685.003418
	Iteration 10Q: 3 clusters Score -1401128 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1401299.000000 Penalty: 4685.003418
	Iteration 11Q: 3 clusters Score -1401299 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1401330.750000 Penalty: 4685.003418
	Iteration 12Q: 3 clusters Score -1401331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1401339.750000 Penalty: 4685.003418
	Iteration 13Q: 3 clusters Score -1401340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1401344.875000 Penalty: 4685.003418
	Iteration 14Q: 3 clusters Score -1401345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1401350.000000 Penalty: 4685.003418
	Iteration 15Q: 3 clusters Score -1401350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1401348.125000 Penalty: 4685.003418
	Iteration 16Q: 3 clusters Score -1401348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1401348.375000 Penalty: 4685.003418
	Iteration 17Q: 3 clusters Score -1401348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1401348.625000 Penalty: 4685.003418
	Iteration 18Q: 3 clusters Score -1401349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1401348.625000 Penalty: 4685.003418
	Iteration 19F: 3 clusters Score -1401349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 41738 members 
Mstep: Class 33 contains 5485 members 
Mstep: Class 34 contains 7661 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 6241 members 
Mstep: Class 38 contains 1120 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 1095 members 
Mstep: Class 42 contains 12298 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 55796 members 
Mstep: Class 45 contains 17692 members 
Mstep: Class 46 contains 37370 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 16998 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 6948 members 
Mstep: Class 51 contains 3200 members 
Mstep: Class 52 contains 3847 members 
Mstep: Class 53 contains 21933 members 
Mstep: Class 54 contains 6126 members 
Mstep: Class 55 contains 23265 members 
Mstep: Class 56 contains 8505 members 
Mstep: Class 57 contains 1138 members 
Mstep: Class 58 contains 6411 members 
Entering Unmasked Estep 
Score: -139207664.000000 Penalty: 202403.562500
Splitting cluster 37 changes total score from -139137984.000000 to -139207664.000000
So it's getting split into cluster 58.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 144426 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 110663 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 217683 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 136353 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 3312 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 11908 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 41738 members 
Mstep: Class 33 contains 5485 members 
Mstep: Class 34 contains 7661 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 12376 members 
Mstep: Class 37 contains 6241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139231088.000000 Penalty: 202403.562500
Iteration 79Q: 59 clusters Score -1.392311e+08 nChanged 31123
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 6464 members 
Mstep: Class 5 contains 16083 members 
Mstep: Class 6 contains 144043 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 17566 members 
Mstep: Class 9 contains 111603 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 11 contains 4048 members 
Mstep: Class 12 contains 3828 members 
Mstep: Class 13 contains 14894 members 
Mstep: Class 14 contains 9216 members 
Mstep: Class 15 contains 218398 members 
Mstep: Class 16 contains 18587 members 
Mstep: Class 17 contains 59773 members 
Mstep: Class 18 contains 39925 members 
Mstep: Class 19 contains 136474 members 
Mstep: Class 20 contains 21671 members 
Mstep: Class 21 contains 21981 members 
Mstep: Class 22 contains 13035 members 
Mstep: Class 23 contains 4716 members 
Mstep: Class 24 contains 7895 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 5689 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 11868 members 
Mstep: Class 29 contains 10897 members 
Mstep: Class 30 contains 4451 members 
Mstep: Class 31 contains 10259 members 
Mstep: Class 32 contains 41596 members 
Mstep: Class 33 contains 6022 members 
Mstep: Class 34 contains 7899 members 
Mstep: Class 35 contains 9141 members 
Mstep: Class 36 contains 12381 members 
Mstep: Class 37 contains 6485 members 
Mstep: Class 38 contains 1110 members 
Mstep: Class 39 contains 2544 members 
Mstep: Class 40 contains 7109 members 
Mstep: Class 41 contains 1094 members 
Mstep: Class 42 contains 11812 members 
Mstep: Class 43 contains 6124 members 
Mstep: Class 44 contains 54142 members 
Mstep: Class 45 contains 16691 members 
Mstep: Class 46 contains 36633 members 
Mstep: Class 47 contains 8860 members 
Mstep: Class 48 contains 16080 members 
Mstep: Class 49 contains 2432 members 
Mstep: Class 50 contains 6752 members 
Mstep: Class 51 contains 3184 members 
Mstep: Class 52 contains 3699 members 
Mstep: Class 53 contains 21038 members 
Mstep: Class 54 contains 5950 members 
Mstep: Class 55 contains 22035 members 
Mstep: Class 56 contains 7897 members 
Mstep: Class 57 contains 1155 members 
Mstep: Class 58 contains 6257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139251008.000000 Penalty: 202403.562500
Iteration 80F: 59 clusters Score -1.39251e+08 nChanged 25409
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6455 members 
Mstep: Class 3 contains 29418 members 
Mstep: Class 4 contains 6465 members 
Mstep: Class 5 contains 16425 members 
Mstep: Class 6 contains 143578 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 111024 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 11 contains 4158 members 
Mstep: Class 12 contains 4148 members 
Mstep: Class 13 contains 14924 members 
Mstep: Class 14 contains 9279 members 
Mstep: Class 15 contains 216830 members 
Mstep: Class 16 contains 19424 members 
Mstep: Class 17 contains 58352 members 
Mstep: Class 18 contains 39560 members 
Mstep: Class 19 contains 134745 members 
Mstep: Class 20 contains 21578 members 
Mstep: Class 21 contains 21726 members 
Mstep: Class 22 contains 13084 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 7904 members 
Mstep: Class 25 contains 3128 members 
Mstep: Class 26 contains 5725 members 
Mstep: Class 27 contains 5417 members 
Mstep: Class 28 contains 11893 members 
Mstep: Class 29 contains 10711 members 
Mstep: Class 30 contains 4437 members 
Mstep: Class 31 contains 10562 members 
Mstep: Class 32 contains 40920 members 
Mstep: Class 33 contains 6323 members 
Mstep: Class 34 contains 7816 members 
Mstep: Class 35 contains 9080 members 
Mstep: Class 36 contains 12343 members 
Mstep: Class 37 contains 6572 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2593 members 
Mstep: Class 40 contains 7244 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 11776 members 
Mstep: Class 43 contains 6327 members 
Mstep: Class 44 contains 54501 members 
Mstep: Class 45 contains 16916 members 
Mstep: Class 46 contains 37752 members 
Mstep: Class 47 contains 10333 members 
Mstep: Class 48 contains 16080 members 
Mstep: Class 49 contains 2588 members 
Mstep: Class 50 contains 6788 members 
Mstep: Class 51 contains 3266 members 
Mstep: Class 52 contains 3755 members 
Mstep: Class 53 contains 22659 members 
Mstep: Class 54 contains 6155 members 
Mstep: Class 55 contains 21899 members 
Mstep: Class 56 contains 8216 members 
Mstep: Class 57 contains 1235 members 
Mstep: Class 58 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139259680.000000 Penalty: 202403.562500
Iteration 81Q: 59 clusters Score -1.392597e+08 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6440 members 
Mstep: Class 3 contains 29115 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 16718 members 
Mstep: Class 6 contains 143203 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 17468 members 
Mstep: Class 9 contains 110709 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 13 contains 15026 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 215932 members 
Mstep: Class 16 contains 20042 members 
Mstep: Class 17 contains 57487 members 
Mstep: Class 18 contains 39366 members 
Mstep: Class 19 contains 133450 members 
Mstep: Class 20 contains 21536 members 
Mstep: Class 21 contains 21572 members 
Mstep: Class 22 contains 13196 members 
Mstep: Class 23 contains 4623 members 
Mstep: Class 24 contains 7904 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 5781 members 
Mstep: Class 27 contains 5344 members 
Mstep: Class 28 contains 11880 members 
Mstep: Class 29 contains 10614 members 
Mstep: Class 30 contains 4437 members 
Mstep: Class 31 contains 10833 members 
Mstep: Class 32 contains 40567 members 
Mstep: Class 33 contains 6556 members 
Mstep: Class 34 contains 7767 members 
Mstep: Class 35 contains 9076 members 
Mstep: Class 36 contains 12315 members 
Mstep: Class 37 contains 6663 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2633 members 
Mstep: Class 40 contains 7376 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 11632 members 
Mstep: Class 43 contains 6415 members 
Mstep: Class 44 contains 54393 members 
Mstep: Class 45 contains 16980 members 
Mstep: Class 46 contains 38437 members 
Mstep: Class 47 contains 11116 members 
Mstep: Class 48 contains 15976 members 
Mstep: Class 49 contains 2671 members 
Mstep: Class 50 contains 6798 members 
Mstep: Class 51 contains 3314 members 
Mstep: Class 52 contains 3781 members 
Mstep: Class 53 contains 23702 members 
Mstep: Class 54 contains 6300 members 
Mstep: Class 55 contains 21720 members 
Mstep: Class 56 contains 8434 members 
Mstep: Class 57 contains 1272 members 
Mstep: Class 58 contains 6223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139263696.000000 Penalty: 202403.562500
Iteration 82Q: 59 clusters Score -1.392637e+08 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 28882 members 
Mstep: Class 4 contains 6530 members 
Mstep: Class 5 contains 16944 members 
Mstep: Class 6 contains 142904 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 110467 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 4356 members 
Mstep: Class 12 contains 4672 members 
Mstep: Class 13 contains 15135 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 215346 members 
Mstep: Class 16 contains 20513 members 
Mstep: Class 17 contains 56689 members 
Mstep: Class 18 contains 39264 members 
Mstep: Class 19 contains 132486 members 
Mstep: Class 20 contains 21513 members 
Mstep: Class 21 contains 21447 members 
Mstep: Class 22 contains 13233 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 7904 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 5833 members 
Mstep: Class 27 contains 5338 members 
Mstep: Class 28 contains 11882 members 
Mstep: Class 29 contains 10552 members 
Mstep: Class 30 contains 4438 members 
Mstep: Class 31 contains 11056 members 
Mstep: Class 32 contains 40376 members 
Mstep: Class 33 contains 6745 members 
Mstep: Class 34 contains 7722 members 
Mstep: Class 35 contains 9086 members 
Mstep: Class 36 contains 12309 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2683 members 
Mstep: Class 40 contains 7499 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 11464 members 
Mstep: Class 43 contains 6450 members 
Mstep: Class 44 contains 54256 members 
Mstep: Class 45 contains 16995 members 
Mstep: Class 46 contains 38940 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 15924 members 
Mstep: Class 49 contains 2723 members 
Mstep: Class 50 contains 6814 members 
Mstep: Class 51 contains 3346 members 
Mstep: Class 52 contains 3797 members 
Mstep: Class 53 contains 24416 members 
Mstep: Class 54 contains 6405 members 
Mstep: Class 55 contains 21597 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 1296 members 
Mstep: Class 58 contains 6222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139266784.000000 Penalty: 202403.562500
Iteration 83Q: 59 clusters Score -1.392668e+08 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 28723 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 17171 members 
Mstep: Class 6 contains 142623 members 
Mstep: Class 7 contains 4904 members 
Mstep: Class 8 contains 17375 members 
Mstep: Class 9 contains 110269 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 214982 members 
Mstep: Class 16 contains 20877 members 
Mstep: Class 17 contains 55999 members 
Mstep: Class 18 contains 39206 members 
Mstep: Class 19 contains 131768 members 
Mstep: Class 20 contains 21499 members 
Mstep: Class 21 contains 21375 members 
Mstep: Class 22 contains 13254 members 
Mstep: Class 23 contains 4697 members 
Mstep: Class 24 contains 7894 members 
Mstep: Class 25 contains 3088 members 
Mstep: Class 26 contains 5874 members 
Mstep: Class 27 contains 5376 members 
Mstep: Class 28 contains 11876 members 
Mstep: Class 29 contains 10501 members 
Mstep: Class 30 contains 4438 members 
Mstep: Class 31 contains 11236 members 
Mstep: Class 32 contains 40259 members 
Mstep: Class 33 contains 6907 members 
Mstep: Class 34 contains 7672 members 
Mstep: Class 35 contains 9114 members 
Mstep: Class 36 contains 12305 members 
Mstep: Class 37 contains 6798 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 7618 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 11316 members 
Mstep: Class 43 contains 6475 members 
Mstep: Class 44 contains 54113 members 
Mstep: Class 45 contains 17024 members 
Mstep: Class 46 contains 39312 members 
Mstep: Class 47 contains 12010 members 
Mstep: Class 48 contains 15867 members 
Mstep: Class 49 contains 2755 members 
Mstep: Class 50 contains 6811 members 
Mstep: Class 51 contains 3354 members 
Mstep: Class 52 contains 3820 members 
Mstep: Class 53 contains 24913 members 
Mstep: Class 54 contains 6481 members 
Mstep: Class 55 contains 21528 members 
Mstep: Class 56 contains 8690 members 
Mstep: Class 57 contains 1310 members 
Mstep: Class 58 contains 6223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139268976.000000 Penalty: 202403.562500
Iteration 84Q: 59 clusters Score -1.39269e+08 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6426 members 
Mstep: Class 3 contains 28591 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 6 contains 142373 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 17341 members 
Mstep: Class 9 contains 110091 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 15308 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 214733 members 
Mstep: Class 16 contains 21159 members 
Mstep: Class 17 contains 55447 members 
Mstep: Class 18 contains 39144 members 
Mstep: Class 19 contains 131244 members 
Mstep: Class 20 contains 21523 members 
Mstep: Class 21 contains 21319 members 
Mstep: Class 22 contains 13266 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 7868 members 
Mstep: Class 25 contains 3067 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 5426 members 
Mstep: Class 28 contains 11873 members 
Mstep: Class 29 contains 10468 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 11397 members 
Mstep: Class 32 contains 40217 members 
Mstep: Class 33 contains 7056 members 
Mstep: Class 34 contains 7636 members 
Mstep: Class 35 contains 9137 members 
Mstep: Class 36 contains 12297 members 
Mstep: Class 37 contains 6844 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2782 members 
Mstep: Class 40 contains 7702 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 11205 members 
Mstep: Class 43 contains 6495 members 
Mstep: Class 44 contains 53988 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 39610 members 
Mstep: Class 47 contains 12270 members 
Mstep: Class 48 contains 15800 members 
Mstep: Class 49 contains 2792 members 
Mstep: Class 50 contains 6812 members 
Mstep: Class 51 contains 3367 members 
Mstep: Class 52 contains 3836 members 
Mstep: Class 53 contains 25264 members 
Mstep: Class 54 contains 6534 members 
Mstep: Class 55 contains 21466 members 
Mstep: Class 56 contains 8766 members 
Mstep: Class 57 contains 1314 members 
Mstep: Class 58 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139269776.000000 Penalty: 202403.562500
Iteration 85Q: 59 clusters Score -1.392698e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 28502 members 
Mstep: Class 4 contains 6488 members 
Mstep: Class 5 contains 17494 members 
Mstep: Class 6 contains 142159 members 
Mstep: Class 7 contains 4934 members 
Mstep: Class 8 contains 17296 members 
Mstep: Class 9 contains 109968 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 4615 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 13 contains 15382 members 
Mstep: Class 14 contains 9461 members 
Mstep: Class 15 contains 214534 members 
Mstep: Class 16 contains 21370 members 
Mstep: Class 17 contains 54941 members 
Mstep: Class 18 contains 39071 members 
Mstep: Class 19 contains 130830 members 
Mstep: Class 20 contains 21543 members 
Mstep: Class 21 contains 21272 members 
Mstep: Class 22 contains 13251 members 
Mstep: Class 23 contains 4760 members 
Mstep: Class 24 contains 7833 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 5489 members 
Mstep: Class 28 contains 11862 members 
Mstep: Class 29 contains 10445 members 
Mstep: Class 30 contains 4431 members 
Mstep: Class 31 contains 11519 members 
Mstep: Class 32 contains 40259 members 
Mstep: Class 33 contains 7151 members 
Mstep: Class 34 contains 7618 members 
Mstep: Class 35 contains 9171 members 
Mstep: Class 36 contains 12284 members 
Mstep: Class 37 contains 6858 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2833 members 
Mstep: Class 40 contains 7779 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 11104 members 
Mstep: Class 43 contains 6520 members 
Mstep: Class 44 contains 53872 members 
Mstep: Class 45 contains 17082 members 
Mstep: Class 46 contains 39858 members 
Mstep: Class 47 contains 12479 members 
Mstep: Class 48 contains 15694 members 
Mstep: Class 49 contains 2821 members 
Mstep: Class 50 contains 6816 members 
Mstep: Class 51 contains 3381 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 25519 members 
Mstep: Class 54 contains 6568 members 
Mstep: Class 55 contains 21418 members 
Mstep: Class 56 contains 8872 members 
Mstep: Class 57 contains 1316 members 
Mstep: Class 58 contains 6222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139271216.000000 Penalty: 202403.562500
Iteration 86Q: 59 clusters Score -1.392712e+08 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 28436 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 17628 members 
Mstep: Class 6 contains 141988 members 
Mstep: Class 7 contains 4947 members 
Mstep: Class 8 contains 17248 members 
Mstep: Class 9 contains 109846 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 4696 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 15435 members 
Mstep: Class 14 contains 9473 members 
Mstep: Class 15 contains 214358 members 
Mstep: Class 16 contains 21566 members 
Mstep: Class 17 contains 54520 members 
Mstep: Class 18 contains 39020 members 
Mstep: Class 19 contains 130523 members 
Mstep: Class 20 contains 21570 members 
Mstep: Class 21 contains 21225 members 
Mstep: Class 22 contains 13222 members 
Mstep: Class 23 contains 4794 members 
Mstep: Class 24 contains 7792 members 
Mstep: Class 25 contains 3045 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 5567 members 
Mstep: Class 28 contains 11852 members 
Mstep: Class 29 contains 10417 members 
Mstep: Class 30 contains 4429 members 
Mstep: Class 31 contains 11609 members 
Mstep: Class 32 contains 40304 members 
Mstep: Class 33 contains 7233 members 
Mstep: Class 34 contains 7599 members 
Mstep: Class 35 contains 9218 members 
Mstep: Class 36 contains 12266 members 
Mstep: Class 37 contains 6880 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2880 members 
Mstep: Class 40 contains 7844 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 11004 members 
Mstep: Class 43 contains 6534 members 
Mstep: Class 44 contains 53782 members 
Mstep: Class 45 contains 17111 members 
Mstep: Class 46 contains 40082 members 
Mstep: Class 47 contains 12647 members 
Mstep: Class 48 contains 15555 members 
Mstep: Class 49 contains 2852 members 
Mstep: Class 50 contains 6822 members 
Mstep: Class 51 contains 3398 members 
Mstep: Class 52 contains 3847 members 
Mstep: Class 53 contains 25690 members 
Mstep: Class 54 contains 6592 members 
Mstep: Class 55 contains 21371 members 
Mstep: Class 56 contains 8979 members 
Mstep: Class 57 contains 1319 members 
Mstep: Class 58 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139271600.000000 Penalty: 202403.562500
Iteration 87Q: 59 clusters Score -1.392716e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6412 members 
Mstep: Class 3 contains 28382 members 
Mstep: Class 4 contains 6437 members 
Mstep: Class 5 contains 17759 members 
Mstep: Class 6 contains 141827 members 
Mstep: Class 7 contains 4944 members 
Mstep: Class 8 contains 17220 members 
Mstep: Class 9 contains 109760 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 5261 members 
Mstep: Class 13 contains 15475 members 
Mstep: Class 14 contains 9481 members 
Mstep: Class 15 contains 214246 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 54159 members 
Mstep: Class 18 contains 38988 members 
Mstep: Class 19 contains 130268 members 
Mstep: Class 20 contains 21594 members 
Mstep: Class 21 contains 21175 members 
Mstep: Class 22 contains 13188 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 7751 members 
Mstep: Class 25 contains 3029 members 
Mstep: Class 26 contains 6061 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 11848 members 
Mstep: Class 29 contains 10385 members 
Mstep: Class 30 contains 4421 members 
Mstep: Class 31 contains 11678 members 
Mstep: Class 32 contains 40370 members 
Mstep: Class 33 contains 7310 members 
Mstep: Class 34 contains 7579 members 
Mstep: Class 35 contains 9262 members 
Mstep: Class 36 contains 12263 members 
Mstep: Class 37 contains 6896 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2933 members 
Mstep: Class 40 contains 7893 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10917 members 
Mstep: Class 43 contains 6538 members 
Mstep: Class 44 contains 53692 members 
Mstep: Class 45 contains 17132 members 
Mstep: Class 46 contains 40281 members 
Mstep: Class 47 contains 12794 members 
Mstep: Class 48 contains 15426 members 
Mstep: Class 49 contains 2894 members 
Mstep: Class 50 contains 6823 members 
Mstep: Class 51 contains 3416 members 
Mstep: Class 52 contains 3850 members 
Mstep: Class 53 contains 25827 members 
Mstep: Class 54 contains 6622 members 
Mstep: Class 55 contains 21330 members 
Mstep: Class 56 contains 9068 members 
Mstep: Class 57 contains 1321 members 
Mstep: Class 58 contains 6221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272336.000000 Penalty: 202403.562500
Iteration 88Q: 59 clusters Score -1.392723e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 28349 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 17866 members 
Mstep: Class 6 contains 141686 members 
Mstep: Class 7 contains 4945 members 
Mstep: Class 8 contains 17192 members 
Mstep: Class 9 contains 109676 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 5301 members 
Mstep: Class 13 contains 15524 members 
Mstep: Class 14 contains 9494 members 
Mstep: Class 15 contains 214175 members 
Mstep: Class 16 contains 21819 members 
Mstep: Class 17 contains 53784 members 
Mstep: Class 18 contains 38957 members 
Mstep: Class 19 contains 130081 members 
Mstep: Class 20 contains 21602 members 
Mstep: Class 21 contains 21139 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 7703 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 6100 members 
Mstep: Class 27 contains 5673 members 
Mstep: Class 28 contains 11839 members 
Mstep: Class 29 contains 10365 members 
Mstep: Class 30 contains 4426 members 
Mstep: Class 31 contains 11748 members 
Mstep: Class 32 contains 40440 members 
Mstep: Class 33 contains 7372 members 
Mstep: Class 34 contains 7558 members 
Mstep: Class 35 contains 9300 members 
Mstep: Class 36 contains 12264 members 
Mstep: Class 37 contains 6894 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2994 members 
Mstep: Class 40 contains 7945 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10850 members 
Mstep: Class 43 contains 6545 members 
Mstep: Class 44 contains 53610 members 
Mstep: Class 45 contains 17157 members 
Mstep: Class 46 contains 40476 members 
Mstep: Class 47 contains 12912 members 
Mstep: Class 48 contains 15289 members 
Mstep: Class 49 contains 2931 members 
Mstep: Class 50 contains 6823 members 
Mstep: Class 51 contains 3429 members 
Mstep: Class 52 contains 3850 members 
Mstep: Class 53 contains 25933 members 
Mstep: Class 54 contains 6647 members 
Mstep: Class 55 contains 21298 members 
Mstep: Class 56 contains 9173 members 
Mstep: Class 57 contains 1323 members 
Mstep: Class 58 contains 6222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139272432.000000 Penalty: 202403.562500
Iteration 89Q: 59 clusters Score -1.392724e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 28316 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 17935 members 
Mstep: Class 6 contains 141549 members 
Mstep: Class 7 contains 4950 members 
Mstep: Class 8 contains 17176 members 
Mstep: Class 9 contains 109606 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 15551 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 214083 members 
Mstep: Class 16 contains 21914 members 
Mstep: Class 17 contains 53447 members 
Mstep: Class 18 contains 38923 members 
Mstep: Class 19 contains 129929 members 
Mstep: Class 20 contains 21611 members 
Mstep: Class 21 contains 21115 members 
Mstep: Class 22 contains 13082 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6138 members 
Mstep: Class 27 contains 5721 members 
Mstep: Class 28 contains 11827 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 4429 members 
Mstep: Class 31 contains 11826 members 
Mstep: Class 32 contains 40502 members 
Mstep: Class 33 contains 7426 members 
Mstep: Class 34 contains 7546 members 
Mstep: Class 35 contains 9340 members 
Mstep: Class 36 contains 12267 members 
Mstep: Class 37 contains 6883 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3034 members 
Mstep: Class 40 contains 7979 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10794 members 
Mstep: Class 43 contains 6560 members 
Mstep: Class 44 contains 53539 members 
Mstep: Class 45 contains 17176 members 
Mstep: Class 46 contains 40635 members 
Mstep: Class 47 contains 13024 members 
Mstep: Class 48 contains 15179 members 
Mstep: Class 49 contains 2971 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3441 members 
Mstep: Class 52 contains 3851 members 
Mstep: Class 53 contains 26002 members 
Mstep: Class 54 contains 6664 members 
Mstep: Class 55 contains 21264 members 
Mstep: Class 56 contains 9290 members 
Mstep: Class 57 contains 1325 members 
Mstep: Class 58 contains 6223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139273104.000000 Penalty: 202403.562500
Iteration 90Q: 59 clusters Score -1.392731e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6399 members 
Mstep: Class 3 contains 28290 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 17976 members 
Mstep: Class 6 contains 141444 members 
Mstep: Class 7 contains 4962 members 
Mstep: Class 8 contains 17156 members 
Mstep: Class 9 contains 109542 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 15570 members 
Mstep: Class 14 contains 9506 members 
Mstep: Class 15 contains 214016 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 53143 members 
Mstep: Class 18 contains 38883 members 
Mstep: Class 19 contains 129805 members 
Mstep: Class 20 contains 21616 members 
Mstep: Class 21 contains 21086 members 
Mstep: Class 22 contains 13029 members 
Mstep: Class 23 contains 4871 members 
Mstep: Class 24 contains 7616 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 6170 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 11815 members 
Mstep: Class 29 contains 10338 members 
Mstep: Class 30 contains 4430 members 
Mstep: Class 31 contains 11898 members 
Mstep: Class 32 contains 40557 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 7537 members 
Mstep: Class 35 contains 9376 members 
Mstep: Class 36 contains 12262 members 
Mstep: Class 37 contains 6882 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3089 members 
Mstep: Class 40 contains 8008 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10741 members 
Mstep: Class 43 contains 6575 members 
Mstep: Class 44 contains 53500 members 
Mstep: Class 45 contains 17174 members 
Mstep: Class 46 contains 40760 members 
Mstep: Class 47 contains 13117 members 
Mstep: Class 48 contains 15108 members 
Mstep: Class 49 contains 3010 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3456 members 
Mstep: Class 52 contains 3848 members 
Mstep: Class 53 contains 26083 members 
Mstep: Class 54 contains 6680 members 
Mstep: Class 55 contains 21240 members 
Mstep: Class 56 contains 9384 members 
Mstep: Class 57 contains 1327 members 
Mstep: Class 58 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139273312.000000 Penalty: 202403.562500
Iteration 91Q: 59 clusters Score -1.392733e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6394 members 
Mstep: Class 3 contains 28271 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 18007 members 
Mstep: Class 6 contains 141363 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 17135 members 
Mstep: Class 9 contains 109481 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 5113 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 15576 members 
Mstep: Class 14 contains 9513 members 
Mstep: Class 15 contains 213950 members 
Mstep: Class 16 contains 22093 members 
Mstep: Class 17 contains 52863 members 
Mstep: Class 18 contains 38834 members 
Mstep: Class 19 contains 129705 members 
Mstep: Class 20 contains 21616 members 
Mstep: Class 21 contains 21049 members 
Mstep: Class 22 contains 12961 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 6197 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 11812 members 
Mstep: Class 29 contains 10306 members 
Mstep: Class 30 contains 4432 members 
Mstep: Class 31 contains 11979 members 
Mstep: Class 32 contains 40592 members 
Mstep: Class 33 contains 7502 members 
Mstep: Class 34 contains 7528 members 
Mstep: Class 35 contains 9418 members 
Mstep: Class 36 contains 12267 members 
Mstep: Class 37 contains 6881 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3129 members 
Mstep: Class 40 contains 8039 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10695 members 
Mstep: Class 43 contains 6593 members 
Mstep: Class 44 contains 53469 members 
Mstep: Class 45 contains 17188 members 
Mstep: Class 46 contains 40854 members 
Mstep: Class 47 contains 13185 members 
Mstep: Class 48 contains 15053 members 
Mstep: Class 49 contains 3063 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3464 members 
Mstep: Class 52 contains 3846 members 
Mstep: Class 53 contains 26153 members 
Mstep: Class 54 contains 6689 members 
Mstep: Class 55 contains 21225 members 
Mstep: Class 56 contains 9491 members 
Mstep: Class 57 contains 1327 members 
Mstep: Class 58 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139273280.000000 Penalty: 202403.562500
Iteration 92Q: 59 clusters Score -1.392733e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6392 members 
Mstep: Class 3 contains 28251 members 
Mstep: Class 4 contains 6274 members 
Mstep: Class 5 contains 18044 members 
Mstep: Class 6 contains 141295 members 
Mstep: Class 7 contains 4974 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 109443 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 5185 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 15576 members 
Mstep: Class 14 contains 9511 members 
Mstep: Class 15 contains 213905 members 
Mstep: Class 16 contains 22170 members 
Mstep: Class 17 contains 52593 members 
Mstep: Class 18 contains 38801 members 
Mstep: Class 19 contains 129626 members 
Mstep: Class 20 contains 21609 members 
Mstep: Class 21 contains 21028 members 
Mstep: Class 22 contains 12903 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 7548 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 6220 members 
Mstep: Class 27 contains 5884 members 
Mstep: Class 28 contains 11806 members 
Mstep: Class 29 contains 10277 members 
Mstep: Class 30 contains 4432 members 
Mstep: Class 31 contains 12057 members 
Mstep: Class 32 contains 40605 members 
Mstep: Class 33 contains 7542 members 
Mstep: Class 34 contains 7527 members 
Mstep: Class 35 contains 9462 members 
Mstep: Class 36 contains 12268 members 
Mstep: Class 37 contains 6879 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3174 members 
Mstep: Class 40 contains 8065 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10649 members 
Mstep: Class 43 contains 6610 members 
Mstep: Class 44 contains 53454 members 
Mstep: Class 45 contains 17194 members 
Mstep: Class 46 contains 40927 members 
Mstep: Class 47 contains 13249 members 
Mstep: Class 48 contains 15009 members 
Mstep: Class 49 contains 3108 members 
Mstep: Class 50 contains 6828 members 
Mstep: Class 51 contains 3475 members 
Mstep: Class 52 contains 3852 members 
Mstep: Class 53 contains 26212 members 
Mstep: Class 54 contains 6697 members 
Mstep: Class 55 contains 21218 members 
Mstep: Class 56 contains 9586 members 
Mstep: Class 57 contains 1328 members 
Mstep: Class 58 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139273824.000000 Penalty: 202403.562500
Iteration 93Q: 59 clusters Score -1.392738e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 28245 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 18067 members 
Mstep: Class 6 contains 141236 members 
Mstep: Class 7 contains 4980 members 
Mstep: Class 8 contains 17088 members 
Mstep: Class 9 contains 109421 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 5253 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 15574 members 
Mstep: Class 14 contains 9510 members 
Mstep: Class 15 contains 213844 members 
Mstep: Class 16 contains 22231 members 
Mstep: Class 17 contains 52351 members 
Mstep: Class 18 contains 38764 members 
Mstep: Class 19 contains 129581 members 
Mstep: Class 20 contains 21615 members 
Mstep: Class 21 contains 21000 members 
Mstep: Class 22 contains 12863 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 7515 members 
Mstep: Class 25 contains 3041 members 
Mstep: Class 26 contains 6242 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 11797 members 
Mstep: Class 29 contains 10227 members 
Mstep: Class 30 contains 4435 members 
Mstep: Class 31 contains 12119 members 
Mstep: Class 32 contains 40613 members 
Mstep: Class 33 contains 7584 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 9502 members 
Mstep: Class 36 contains 12264 members 
Mstep: Class 37 contains 6881 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3232 members 
Mstep: Class 40 contains 8075 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10615 members 
Mstep: Class 43 contains 6626 members 
Mstep: Class 44 contains 53435 members 
Mstep: Class 45 contains 17194 members 
Mstep: Class 46 contains 41002 members 
Mstep: Class 47 contains 13308 members 
Mstep: Class 48 contains 14969 members 
Mstep: Class 49 contains 3149 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3490 members 
Mstep: Class 52 contains 3856 members 
Mstep: Class 53 contains 26253 members 
Mstep: Class 54 contains 6706 members 
Mstep: Class 55 contains 21213 members 
Mstep: Class 56 contains 9690 members 
Mstep: Class 57 contains 1329 members 
Mstep: Class 58 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139274416.000000 Penalty: 202403.562500
Iteration 94Q: 59 clusters Score -1.392744e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 28237 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 18091 members 
Mstep: Class 6 contains 141198 members 
Mstep: Class 7 contains 4987 members 
Mstep: Class 8 contains 17076 members 
Mstep: Class 9 contains 109382 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 5328 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 15573 members 
Mstep: Class 14 contains 9508 members 
Mstep: Class 15 contains 213806 members 
Mstep: Class 16 contains 22275 members 
Mstep: Class 17 contains 52123 members 
Mstep: Class 18 contains 38739 members 
Mstep: Class 19 contains 129537 members 
Mstep: Class 20 contains 21617 members 
Mstep: Class 21 contains 20984 members 
Mstep: Class 22 contains 12817 members 
Mstep: Class 23 contains 4885 members 
Mstep: Class 24 contains 7465 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 6260 members 
Mstep: Class 27 contains 5953 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 4435 members 
Mstep: Class 31 contains 12172 members 
Mstep: Class 32 contains 40637 members 
Mstep: Class 33 contains 7625 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 9536 members 
Mstep: Class 36 contains 12261 members 
Mstep: Class 37 contains 6873 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 8085 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10580 members 
Mstep: Class 43 contains 6629 members 
Mstep: Class 44 contains 53424 members 
Mstep: Class 45 contains 17190 members 
Mstep: Class 46 contains 41071 members 
Mstep: Class 47 contains 13359 members 
Mstep: Class 48 contains 14925 members 
Mstep: Class 49 contains 3178 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3499 members 
Mstep: Class 52 contains 3857 members 
Mstep: Class 53 contains 26288 members 
Mstep: Class 54 contains 6710 members 
Mstep: Class 55 contains 21207 members 
Mstep: Class 56 contains 9798 members 
Mstep: Class 57 contains 1332 members 
Mstep: Class 58 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139274432.000000 Penalty: 202403.562500
Iteration 95Q: 59 clusters Score -1.392744e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 28227 members 
Mstep: Class 4 contains 6139 members 
Mstep: Class 5 contains 18109 members 
Mstep: Class 6 contains 141177 members 
Mstep: Class 7 contains 4985 members 
Mstep: Class 8 contains 17049 members 
Mstep: Class 9 contains 109361 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 15576 members 
Mstep: Class 14 contains 9508 members 
Mstep: Class 15 contains 213782 members 
Mstep: Class 16 contains 22326 members 
Mstep: Class 17 contains 51881 members 
Mstep: Class 18 contains 38723 members 
Mstep: Class 19 contains 129507 members 
Mstep: Class 20 contains 21608 members 
Mstep: Class 21 contains 20971 members 
Mstep: Class 22 contains 12768 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 7441 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 6278 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 11787 members 
Mstep: Class 29 contains 10167 members 
Mstep: Class 30 contains 4436 members 
Mstep: Class 31 contains 12205 members 
Mstep: Class 32 contains 40651 members 
Mstep: Class 33 contains 7665 members 
Mstep: Class 34 contains 7526 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 12260 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3331 members 
Mstep: Class 40 contains 8099 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10557 members 
Mstep: Class 43 contains 6632 members 
Mstep: Class 44 contains 53418 members 
Mstep: Class 45 contains 17200 members 
Mstep: Class 46 contains 41139 members 
Mstep: Class 47 contains 13410 members 
Mstep: Class 48 contains 14894 members 
Mstep: Class 49 contains 3198 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3506 members 
Mstep: Class 52 contains 3858 members 
Mstep: Class 53 contains 26315 members 
Mstep: Class 54 contains 6716 members 
Mstep: Class 55 contains 21186 members 
Mstep: Class 56 contains 9907 members 
Mstep: Class 57 contains 1335 members 
Mstep: Class 58 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139274864.000000 Penalty: 202403.562500
Iteration 96Q: 59 clusters Score -1.392749e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 28210 members 
Mstep: Class 4 contains 6088 members 
Mstep: Class 5 contains 18116 members 
Mstep: Class 6 contains 141141 members 
Mstep: Class 7 contains 4987 members 
Mstep: Class 8 contains 17034 members 
Mstep: Class 9 contains 109348 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 15576 members 
Mstep: Class 14 contains 9510 members 
Mstep: Class 15 contains 213767 members 
Mstep: Class 16 contains 22363 members 
Mstep: Class 17 contains 51631 members 
Mstep: Class 18 contains 38711 members 
Mstep: Class 19 contains 129484 members 
Mstep: Class 20 contains 21608 members 
Mstep: Class 21 contains 20952 members 
Mstep: Class 22 contains 12715 members 
Mstep: Class 23 contains 4862 members 
Mstep: Class 24 contains 7415 members 
Mstep: Class 25 contains 3029 members 
Mstep: Class 26 contains 6300 members 
Mstep: Class 27 contains 6055 members 
Mstep: Class 28 contains 11779 members 
Mstep: Class 29 contains 10140 members 
Mstep: Class 30 contains 4436 members 
Mstep: Class 31 contains 12237 members 
Mstep: Class 32 contains 40660 members 
Mstep: Class 33 contains 7711 members 
Mstep: Class 34 contains 7523 members 
Mstep: Class 35 contains 9590 members 
Mstep: Class 36 contains 12258 members 
Mstep: Class 37 contains 6865 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 8112 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10538 members 
Mstep: Class 43 contains 6649 members 
Mstep: Class 44 contains 53405 members 
Mstep: Class 45 contains 17204 members 
Mstep: Class 46 contains 41216 members 
Mstep: Class 47 contains 13453 members 
Mstep: Class 48 contains 14860 members 
Mstep: Class 49 contains 3222 members 
Mstep: Class 50 contains 6828 members 
Mstep: Class 51 contains 3514 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 26338 members 
Mstep: Class 54 contains 6722 members 
Mstep: Class 55 contains 21167 members 
Mstep: Class 56 contains 10019 members 
Mstep: Class 57 contains 1335 members 
Mstep: Class 58 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139274832.000000 Penalty: 202403.562500
Iteration 97Q: 59 clusters Score -1.392748e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 28193 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 18121 members 
Mstep: Class 6 contains 141108 members 
Mstep: Class 7 contains 4992 members 
Mstep: Class 8 contains 17021 members 
Mstep: Class 9 contains 109350 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 5493 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 15576 members 
Mstep: Class 14 contains 9512 members 
Mstep: Class 15 contains 213747 members 
Mstep: Class 16 contains 22401 members 
Mstep: Class 17 contains 51405 members 
Mstep: Class 18 contains 38694 members 
Mstep: Class 19 contains 129465 members 
Mstep: Class 20 contains 21608 members 
Mstep: Class 21 contains 20931 members 
Mstep: Class 22 contains 12657 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 7390 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6323 members 
Mstep: Class 27 contains 6097 members 
Mstep: Class 28 contains 11766 members 
Mstep: Class 29 contains 10129 members 
Mstep: Class 30 contains 4437 members 
Mstep: Class 31 contains 12280 members 
Mstep: Class 32 contains 40663 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 7519 members 
Mstep: Class 35 contains 9597 members 
Mstep: Class 36 contains 12259 members 
Mstep: Class 37 contains 6863 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3438 members 
Mstep: Class 40 contains 8122 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10512 members 
Mstep: Class 43 contains 6672 members 
Mstep: Class 44 contains 53405 members 
Mstep: Class 45 contains 17201 members 
Mstep: Class 46 contains 41281 members 
Mstep: Class 47 contains 13500 members 
Mstep: Class 48 contains 14815 members 
Mstep: Class 49 contains 3245 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3524 members 
Mstep: Class 52 contains 3857 members 
Mstep: Class 53 contains 26356 members 
Mstep: Class 54 contains 6733 members 
Mstep: Class 55 contains 21161 members 
Mstep: Class 56 contains 10135 members 
Mstep: Class 57 contains 1337 members 
Mstep: Class 58 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139275232.000000 Penalty: 202403.562500
Iteration 98Q: 59 clusters Score -1.392752e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 28175 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 18129 members 
Mstep: Class 6 contains 141088 members 
Mstep: Class 7 contains 4998 members 
Mstep: Class 8 contains 17013 members 
Mstep: Class 9 contains 109360 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 5366 members 
Mstep: Class 13 contains 15582 members 
Mstep: Class 14 contains 9508 members 
Mstep: Class 15 contains 213730 members 
Mstep: Class 16 contains 22445 members 
Mstep: Class 17 contains 51192 members 
Mstep: Class 18 contains 38686 members 
Mstep: Class 19 contains 129445 members 
Mstep: Class 20 contains 21605 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 12615 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 7353 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6332 members 
Mstep: Class 27 contains 6138 members 
Mstep: Class 28 contains 11748 members 
Mstep: Class 29 contains 10114 members 
Mstep: Class 30 contains 4439 members 
Mstep: Class 31 contains 12314 members 
Mstep: Class 32 contains 40670 members 
Mstep: Class 33 contains 7760 members 
Mstep: Class 34 contains 7519 members 
Mstep: Class 35 contains 9615 members 
Mstep: Class 36 contains 12258 members 
Mstep: Class 37 contains 6857 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3494 members 
Mstep: Class 40 contains 8131 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10496 members 
Mstep: Class 43 contains 6694 members 
Mstep: Class 44 contains 53400 members 
Mstep: Class 45 contains 17194 members 
Mstep: Class 46 contains 41301 members 
Mstep: Class 47 contains 13532 members 
Mstep: Class 48 contains 14789 members 
Mstep: Class 49 contains 3268 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3529 members 
Mstep: Class 52 contains 3857 members 
Mstep: Class 53 contains 26371 members 
Mstep: Class 54 contains 6741 members 
Mstep: Class 55 contains 21158 members 
Mstep: Class 56 contains 10250 members 
Mstep: Class 57 contains 1338 members 
Mstep: Class 58 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139275280.000000 Penalty: 202403.562500
Iteration 99Q: 59 clusters Score -1.392753e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6356 members 
Mstep: Class 3 contains 28166 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 5 contains 18141 members 
Mstep: Class 6 contains 141057 members 
Mstep: Class 7 contains 5002 members 
Mstep: Class 8 contains 17009 members 
Mstep: Class 9 contains 109358 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 15585 members 
Mstep: Class 14 contains 9507 members 
Mstep: Class 15 contains 213703 members 
Mstep: Class 16 contains 22468 members 
Mstep: Class 17 contains 51014 members 
Mstep: Class 18 contains 38683 members 
Mstep: Class 19 contains 129432 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 20901 members 
Mstep: Class 22 contains 12547 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 7339 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 6340 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 11734 members 
Mstep: Class 29 contains 10102 members 
Mstep: Class 30 contains 4441 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 40681 members 
Mstep: Class 33 contains 7792 members 
Mstep: Class 34 contains 7515 members 
Mstep: Class 35 contains 9628 members 
Mstep: Class 36 contains 12259 members 
Mstep: Class 37 contains 6843 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3555 members 
Mstep: Class 40 contains 8132 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10481 members 
Mstep: Class 43 contains 6711 members 
Mstep: Class 44 contains 53395 members 
Mstep: Class 45 contains 17180 members 
Mstep: Class 46 contains 41342 members 
Mstep: Class 47 contains 13556 members 
Mstep: Class 48 contains 14762 members 
Mstep: Class 49 contains 3302 members 
Mstep: Class 50 contains 6831 members 
Mstep: Class 51 contains 3530 members 
Mstep: Class 52 contains 3858 members 
Mstep: Class 53 contains 26379 members 
Mstep: Class 54 contains 6749 members 
Mstep: Class 55 contains 21154 members 
Mstep: Class 56 contains 10360 members 
Mstep: Class 57 contains 1338 members 
Mstep: Class 58 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139275632.000000 Penalty: 202403.562500
Iteration 100F: 59 clusters Score -1.392756e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6351 members 
Mstep: Class 3 contains 28152 members 
Mstep: Class 4 contains 5855 members 
Mstep: Class 5 contains 18147 members 
Mstep: Class 6 contains 141028 members 
Mstep: Class 7 contains 5014 members 
Mstep: Class 8 contains 17003 members 
Mstep: Class 9 contains 109367 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 15584 members 
Mstep: Class 14 contains 9508 members 
Mstep: Class 15 contains 213677 members 
Mstep: Class 16 contains 22492 members 
Mstep: Class 17 contains 50827 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 129421 members 
Mstep: Class 20 contains 21599 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 12505 members 
Mstep: Class 23 contains 4866 members 
Mstep: Class 24 contains 7313 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 6349 members 
Mstep: Class 27 contains 6213 members 
Mstep: Class 28 contains 11723 members 
Mstep: Class 29 contains 10090 members 
Mstep: Class 30 contains 4441 members 
Mstep: Class 31 contains 12371 members 
Mstep: Class 32 contains 40683 members 
Mstep: Class 33 contains 7816 members 
Mstep: Class 34 contains 7515 members 
Mstep: Class 35 contains 9639 members 
Mstep: Class 36 contains 12262 members 
Mstep: Class 37 contains 6833 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3619 members 
Mstep: Class 40 contains 8136 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10471 members 
Mstep: Class 43 contains 6729 members 
Mstep: Class 44 contains 53402 members 
Mstep: Class 45 contains 17170 members 
Mstep: Class 46 contains 41385 members 
Mstep: Class 47 contains 13589 members 
Mstep: Class 48 contains 14739 members 
Mstep: Class 49 contains 3317 members 
Mstep: Class 50 contains 6828 members 
Mstep: Class 51 contains 3531 members 
Mstep: Class 52 contains 3859 members 
Mstep: Class 53 contains 26299 members 
Mstep: Class 54 contains 6759 members 
Mstep: Class 55 contains 21139 members 
Mstep: Class 56 contains 10458 members 
Mstep: Class 57 contains 1338 members 
Mstep: Class 58 contains 6229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139275696.000000 Penalty: 202403.562500
Iteration 101Q: 59 clusters Score -1.392757e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 28139 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 18144 members 
Mstep: Class 6 contains 141007 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 16998 members 
Mstep: Class 9 contains 109370 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 5687 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 15584 members 
Mstep: Class 14 contains 9512 members 
Mstep: Class 15 contains 213648 members 
Mstep: Class 16 contains 22507 members 
Mstep: Class 17 contains 50617 members 
Mstep: Class 18 contains 38663 members 
Mstep: Class 19 contains 129402 members 
Mstep: Class 20 contains 21598 members 
Mstep: Class 21 contains 20864 members 
Mstep: Class 22 contains 12455 members 
Mstep: Class 23 contains 4887 members 
Mstep: Class 24 contains 7276 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 6358 members 
Mstep: Class 27 contains 6248 members 
Mstep: Class 28 contains 11721 members 
Mstep: Class 29 contains 10085 members 
Mstep: Class 30 contains 4442 members 
Mstep: Class 31 contains 12396 members 
Mstep: Class 32 contains 40688 members 
Mstep: Class 33 contains 7839 members 
Mstep: Class 34 contains 7518 members 
Mstep: Class 35 contains 9648 members 
Mstep: Class 36 contains 12261 members 
Mstep: Class 37 contains 6826 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3697 members 
Mstep: Class 40 contains 8142 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10465 members 
Mstep: Class 43 contains 6748 members 
Mstep: Class 44 contains 53406 members 
Mstep: Class 45 contains 17150 members 
Mstep: Class 46 contains 41418 members 
Mstep: Class 47 contains 13632 members 
Mstep: Class 48 contains 14723 members 
Mstep: Class 49 contains 3344 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3532 members 
Mstep: Class 52 contains 3859 members 
Mstep: Class 53 contains 26181 members 
Mstep: Class 54 contains 6768 members 
Mstep: Class 55 contains 21127 members 
Mstep: Class 56 contains 10562 members 
Mstep: Class 57 contains 1338 members 
Mstep: Class 58 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139276000.000000 Penalty: 202403.562500
Iteration 102Q: 59 clusters Score -1.39276e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 28120 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 18143 members 
Mstep: Class 6 contains 140992 members 
Mstep: Class 7 contains 5023 members 
Mstep: Class 8 contains 16990 members 
Mstep: Class 9 contains 109370 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 11 contains 5742 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 15586 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 213623 members 
Mstep: Class 16 contains 22523 members 
Mstep: Class 17 contains 50440 members 
Mstep: Class 18 contains 38654 members 
Mstep: Class 19 contains 129384 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 20843 members 
Mstep: Class 22 contains 12418 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 7243 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 6362 members 
Mstep: Class 27 contains 6267 members 
Mstep: Class 28 contains 11717 members 
Mstep: Class 29 contains 10086 members 
Mstep: Class 30 contains 4445 members 
Mstep: Class 31 contains 12419 members 
Mstep: Class 32 contains 40696 members 
Mstep: Class 33 contains 7848 members 
Mstep: Class 34 contains 7519 members 
Mstep: Class 35 contains 9657 members 
Mstep: Class 36 contains 12261 members 
Mstep: Class 37 contains 6820 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3777 members 
Mstep: Class 40 contains 8145 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10455 members 
Mstep: Class 43 contains 6769 members 
Mstep: Class 44 contains 53403 members 
Mstep: Class 45 contains 17141 members 
Mstep: Class 46 contains 41440 members 
Mstep: Class 47 contains 13669 members 
Mstep: Class 48 contains 14723 members 
Mstep: Class 49 contains 3358 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3535 members 
Mstep: Class 52 contains 3862 members 
Mstep: Class 53 contains 26065 members 
Mstep: Class 54 contains 6776 members 
Mstep: Class 55 contains 21113 members 
Mstep: Class 56 contains 10676 members 
Mstep: Class 57 contains 1338 members 
Mstep: Class 58 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139276432.000000 Penalty: 202403.562500
Iteration 103Q: 59 clusters Score -1.392764e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6328 members 
Mstep: Class 3 contains 28109 members 
Mstep: Class 4 contains 5663 members 
Mstep: Class 5 contains 18142 members 
Mstep: Class 6 contains 140976 members 
Mstep: Class 7 contains 5025 members 
Mstep: Class 8 contains 16979 members 
Mstep: Class 9 contains 109383 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 11 contains 5795 members 
Mstep: Class 12 contains 5837 members 
Mstep: Class 13 contains 15591 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 213581 members 
Mstep: Class 16 contains 22538 members 
Mstep: Class 17 contains 50295 members 
Mstep: Class 18 contains 38643 members 
Mstep: Class 19 contains 129363 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 20816 members 
Mstep: Class 22 contains 12364 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 7207 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 6371 members 
Mstep: Class 27 contains 6306 members 
Mstep: Class 28 contains 11713 members 
Mstep: Class 29 contains 10085 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 12449 members 
Mstep: Class 32 contains 40706 members 
Mstep: Class 33 contains 7853 members 
Mstep: Class 34 contains 7520 members 
Mstep: Class 35 contains 9659 members 
Mstep: Class 36 contains 12268 members 
Mstep: Class 37 contains 6815 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3854 members 
Mstep: Class 40 contains 8150 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 10445 members 
Mstep: Class 43 contains 6789 members 
Mstep: Class 44 contains 53402 members 
Mstep: Class 45 contains 17129 members 
Mstep: Class 46 contains 41464 members 
Mstep: Class 47 contains 13699 members 
Mstep: Class 48 contains 14715 members 
Mstep: Class 49 contains 3368 members 
Mstep: Class 50 contains 6830 members 
Mstep: Class 51 contains 3537 members 
Mstep: Class 52 contains 3862 members 
Mstep: Class 53 contains 25924 members 
Mstep: Class 54 contains 6784 members 
Mstep: Class 55 contains 21104 members 
Mstep: Class 56 contains 10781 members 
Mstep: Class 57 contains 1339 members 
Mstep: Class 58 contains 6231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139276656.000000 Penalty: 202403.562500
Iteration 104Q: 59 clusters Score -1.392767e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6328 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 18139 members 
Mstep: Class 6 contains 140958 members 
Mstep: Class 7 contains 5025 members 
Mstep: Class 8 contains 16980 members 
Mstep: Class 9 contains 109395 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 5950 members 
Mstep: Class 13 contains 15591 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 213546 members 
Mstep: Class 16 contains 22552 members 
Mstep: Class 17 contains 50119 members 
Mstep: Class 18 contains 38630 members 
Mstep: Class 19 contains 129354 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 20794 members 
Mstep: Class 22 contains 12314 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 3030 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 11715 members 
Mstep: Class 29 contains 10101 members 
Mstep: Class 30 contains 4453 members 
Mstep: Class 31 contains 12457 members 
Mstep: Class 32 contains 40711 members 
Mstep: Class 33 contains 7854 members 
Mstep: Class 34 contains 7517 members 
Mstep: Class 35 contains 9658 members 
Mstep: Class 36 contains 12263 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3919 members 
Mstep: Class 40 contains 8152 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10439 members 
Mstep: Class 43 contains 6806 members 
Mstep: Class 44 contains 53405 members 
Mstep: Class 45 contains 17120 members 
Mstep: Class 46 contains 41486 members 
Mstep: Class 47 contains 13736 members 
Mstep: Class 48 contains 14707 members 
Mstep: Class 49 contains 3381 members 
Mstep: Class 50 contains 6830 members 
Mstep: Class 51 contains 3539 members 
Mstep: Class 52 contains 3861 members 
Mstep: Class 53 contains 25782 members 
Mstep: Class 54 contains 6793 members 
Mstep: Class 55 contains 21093 members 
Mstep: Class 56 contains 10916 members 
Mstep: Class 57 contains 1339 members 
Mstep: Class 58 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139276928.000000 Penalty: 202403.562500
Iteration 105Q: 59 clusters Score -1.392769e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6324 members 
Mstep: Class 3 contains 28096 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 18138 members 
Mstep: Class 6 contains 140940 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 16977 members 
Mstep: Class 9 contains 109404 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 6081 members 
Mstep: Class 13 contains 15596 members 
Mstep: Class 14 contains 9523 members 
Mstep: Class 15 contains 213516 members 
Mstep: Class 16 contains 22560 members 
Mstep: Class 17 contains 49964 members 
Mstep: Class 18 contains 38622 members 
Mstep: Class 19 contains 129328 members 
Mstep: Class 20 contains 21605 members 
Mstep: Class 21 contains 20768 members 
Mstep: Class 22 contains 12264 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 7130 members 
Mstep: Class 25 contains 3030 members 
Mstep: Class 26 contains 6384 members 
Mstep: Class 27 contains 6370 members 
Mstep: Class 28 contains 11717 members 
Mstep: Class 29 contains 10101 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 40712 members 
Mstep: Class 33 contains 7856 members 
Mstep: Class 34 contains 7513 members 
Mstep: Class 35 contains 9664 members 
Mstep: Class 36 contains 12260 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3990 members 
Mstep: Class 40 contains 8154 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10428 members 
Mstep: Class 43 contains 6833 members 
Mstep: Class 44 contains 53400 members 
Mstep: Class 45 contains 17106 members 
Mstep: Class 46 contains 41508 members 
Mstep: Class 47 contains 13773 members 
Mstep: Class 48 contains 14697 members 
Mstep: Class 49 contains 3389 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3539 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 25652 members 
Mstep: Class 54 contains 6798 members 
Mstep: Class 55 contains 21096 members 
Mstep: Class 56 contains 11043 members 
Mstep: Class 57 contains 1339 members 
Mstep: Class 58 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139277104.000000 Penalty: 202403.562500
Iteration 106Q: 59 clusters Score -1.392771e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6318 members 
Mstep: Class 3 contains 28091 members 
Mstep: Class 4 contains 5466 members 
Mstep: Class 5 contains 18133 members 
Mstep: Class 6 contains 140931 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 8 contains 16970 members 
Mstep: Class 9 contains 109411 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 15600 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 213487 members 
Mstep: Class 16 contains 22579 members 
Mstep: Class 17 contains 49798 members 
Mstep: Class 18 contains 38618 members 
Mstep: Class 19 contains 129316 members 
Mstep: Class 20 contains 21604 members 
Mstep: Class 21 contains 20753 members 
Mstep: Class 22 contains 12232 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 7087 members 
Mstep: Class 25 contains 3030 members 
Mstep: Class 26 contains 6389 members 
Mstep: Class 27 contains 6401 members 
Mstep: Class 28 contains 11716 members 
Mstep: Class 29 contains 10108 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 12486 members 
Mstep: Class 32 contains 40716 members 
Mstep: Class 33 contains 7865 members 
Mstep: Class 34 contains 7510 members 
Mstep: Class 35 contains 9672 members 
Mstep: Class 36 contains 12257 members 
Mstep: Class 37 contains 6800 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4070 members 
Mstep: Class 40 contains 8156 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10415 members 
Mstep: Class 43 contains 6861 members 
Mstep: Class 44 contains 53399 members 
Mstep: Class 45 contains 17099 members 
Mstep: Class 46 contains 41525 members 
Mstep: Class 47 contains 13801 members 
Mstep: Class 48 contains 14689 members 
Mstep: Class 49 contains 3394 members 
Mstep: Class 50 contains 6830 members 
Mstep: Class 51 contains 3538 members 
Mstep: Class 52 contains 3859 members 
Mstep: Class 53 contains 25512 members 
Mstep: Class 54 contains 6801 members 
Mstep: Class 55 contains 21088 members 
Mstep: Class 56 contains 11162 members 
Mstep: Class 57 contains 1341 members 
Mstep: Class 58 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139277200.000000 Penalty: 202403.562500
Iteration 107Q: 59 clusters Score -1.392772e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6312 members 
Mstep: Class 3 contains 28092 members 
Mstep: Class 4 contains 5414 members 
Mstep: Class 5 contains 18131 members 
Mstep: Class 6 contains 140914 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 16954 members 
Mstep: Class 9 contains 109412 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 6076 members 
Mstep: Class 12 contains 6300 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 213457 members 
Mstep: Class 16 contains 22608 members 
Mstep: Class 17 contains 49645 members 
Mstep: Class 18 contains 38630 members 
Mstep: Class 19 contains 129299 members 
Mstep: Class 20 contains 21616 members 
Mstep: Class 21 contains 20729 members 
Mstep: Class 22 contains 12191 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6394 members 
Mstep: Class 27 contains 6438 members 
Mstep: Class 28 contains 11716 members 
Mstep: Class 29 contains 10116 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 12502 members 
Mstep: Class 32 contains 40720 members 
Mstep: Class 33 contains 7867 members 
Mstep: Class 34 contains 7505 members 
Mstep: Class 35 contains 9673 members 
Mstep: Class 36 contains 12256 members 
Mstep: Class 37 contains 6798 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4130 members 
Mstep: Class 40 contains 8159 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10403 members 
Mstep: Class 43 contains 6876 members 
Mstep: Class 44 contains 53392 members 
Mstep: Class 45 contains 17083 members 
Mstep: Class 46 contains 41551 members 
Mstep: Class 47 contains 13835 members 
Mstep: Class 48 contains 14676 members 
Mstep: Class 49 contains 3395 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3544 members 
Mstep: Class 52 contains 3862 members 
Mstep: Class 53 contains 25405 members 
Mstep: Class 54 contains 6805 members 
Mstep: Class 55 contains 21087 members 
Mstep: Class 56 contains 11275 members 
Mstep: Class 57 contains 1340 members 
Mstep: Class 58 contains 6235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139277408.000000 Penalty: 202403.562500
Iteration 108Q: 59 clusters Score -1.392774e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 28084 members 
Mstep: Class 4 contains 5358 members 
Mstep: Class 5 contains 18126 members 
Mstep: Class 6 contains 140902 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 109410 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 6354 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 213437 members 
Mstep: Class 16 contains 22628 members 
Mstep: Class 17 contains 49495 members 
Mstep: Class 18 contains 38624 members 
Mstep: Class 19 contains 129309 members 
Mstep: Class 20 contains 21620 members 
Mstep: Class 21 contains 20715 members 
Mstep: Class 22 contains 12149 members 
Mstep: Class 23 contains 5011 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 3024 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 6480 members 
Mstep: Class 28 contains 11717 members 
Mstep: Class 29 contains 10125 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 12511 members 
Mstep: Class 32 contains 40723 members 
Mstep: Class 33 contains 7869 members 
Mstep: Class 34 contains 7502 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12252 members 
Mstep: Class 37 contains 6799 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4183 members 
Mstep: Class 40 contains 8162 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6890 members 
Mstep: Class 44 contains 53388 members 
Mstep: Class 45 contains 17072 members 
Mstep: Class 46 contains 41571 members 
Mstep: Class 47 contains 13874 members 
Mstep: Class 48 contains 14663 members 
Mstep: Class 49 contains 3386 members 
Mstep: Class 50 contains 6832 members 
Mstep: Class 51 contains 3549 members 
Mstep: Class 52 contains 3862 members 
Mstep: Class 53 contains 25333 members 
Mstep: Class 54 contains 6812 members 
Mstep: Class 55 contains 21086 members 
Mstep: Class 56 contains 11390 members 
Mstep: Class 57 contains 1341 members 
Mstep: Class 58 contains 6234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139277760.000000 Penalty: 202403.562500
Iteration 109Q: 59 clusters Score -1.392778e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6300 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 5311 members 
Mstep: Class 5 contains 18124 members 
Mstep: Class 6 contains 140886 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 16928 members 
Mstep: Class 9 contains 109422 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 6404 members 
Mstep: Class 13 contains 15599 members 
Mstep: Class 14 contains 9525 members 
Mstep: Class 15 contains 213410 members 
Mstep: Class 16 contains 22647 members 
Mstep: Class 17 contains 49335 members 
Mstep: Class 18 contains 38617 members 
Mstep: Class 19 contains 129326 members 
Mstep: Class 20 contains 21626 members 
Mstep: Class 21 contains 20698 members 
Mstep: Class 22 contains 12103 members 
Mstep: Class 23 contains 5026 members 
Mstep: Class 24 contains 6923 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 11718 members 
Mstep: Class 29 contains 10125 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 12515 members 
Mstep: Class 32 contains 40725 members 
Mstep: Class 33 contains 7878 members 
Mstep: Class 34 contains 7506 members 
Mstep: Class 35 contains 9667 members 
Mstep: Class 36 contains 12252 members 
Mstep: Class 37 contains 6794 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4222 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10375 members 
Mstep: Class 43 contains 6902 members 
Mstep: Class 44 contains 53377 members 
Mstep: Class 45 contains 17066 members 
Mstep: Class 46 contains 41581 members 
Mstep: Class 47 contains 13904 members 
Mstep: Class 48 contains 14660 members 
Mstep: Class 49 contains 3388 members 
Mstep: Class 50 contains 6837 members 
Mstep: Class 51 contains 3553 members 
Mstep: Class 52 contains 3862 members 
Mstep: Class 53 contains 25257 members 
Mstep: Class 54 contains 6816 members 
Mstep: Class 55 contains 21081 members 
Mstep: Class 56 contains 11544 members 
Mstep: Class 57 contains 1341 members 
Mstep: Class 58 contains 6234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139277760.000000 Penalty: 202403.562500
Iteration 110Q: 59 clusters Score -1.392778e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6296 members 
Mstep: Class 3 contains 28058 members 
Mstep: Class 4 contains 5289 members 
Mstep: Class 5 contains 18124 members 
Mstep: Class 6 contains 140868 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 109432 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 15600 members 
Mstep: Class 14 contains 9525 members 
Mstep: Class 15 contains 213396 members 
Mstep: Class 16 contains 22681 members 
Mstep: Class 17 contains 49156 members 
Mstep: Class 18 contains 38601 members 
Mstep: Class 19 contains 129336 members 
Mstep: Class 20 contains 21626 members 
Mstep: Class 21 contains 20684 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 6883 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6418 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 11716 members 
Mstep: Class 29 contains 10129 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 12520 members 
Mstep: Class 32 contains 40721 members 
Mstep: Class 33 contains 7889 members 
Mstep: Class 34 contains 7503 members 
Mstep: Class 35 contains 9667 members 
Mstep: Class 36 contains 12251 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4244 members 
Mstep: Class 40 contains 8164 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10361 members 
Mstep: Class 43 contains 6909 members 
Mstep: Class 44 contains 53372 members 
Mstep: Class 45 contains 17063 members 
Mstep: Class 46 contains 41594 members 
Mstep: Class 47 contains 13927 members 
Mstep: Class 48 contains 14657 members 
Mstep: Class 49 contains 3385 members 
Mstep: Class 50 contains 6836 members 
Mstep: Class 51 contains 3558 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 25202 members 
Mstep: Class 54 contains 6822 members 
Mstep: Class 55 contains 21068 members 
Mstep: Class 56 contains 11685 members 
Mstep: Class 57 contains 1342 members 
Mstep: Class 58 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139277952.000000 Penalty: 202403.562500
Iteration 111Q: 59 clusters Score -1.39278e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 28054 members 
Mstep: Class 4 contains 5259 members 
Mstep: Class 5 contains 18121 members 
Mstep: Class 6 contains 140852 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 16912 members 
Mstep: Class 9 contains 109438 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 6473 members 
Mstep: Class 13 contains 15598 members 
Mstep: Class 14 contains 9526 members 
Mstep: Class 15 contains 213375 members 
Mstep: Class 16 contains 22715 members 
Mstep: Class 17 contains 48994 members 
Mstep: Class 18 contains 38594 members 
Mstep: Class 19 contains 129354 members 
Mstep: Class 20 contains 21627 members 
Mstep: Class 21 contains 20669 members 
Mstep: Class 22 contains 12047 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 6840 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6420 members 
Mstep: Class 27 contains 6581 members 
Mstep: Class 28 contains 11713 members 
Mstep: Class 29 contains 10127 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 12525 members 
Mstep: Class 32 contains 40726 members 
Mstep: Class 33 contains 7905 members 
Mstep: Class 34 contains 7490 members 
Mstep: Class 35 contains 9672 members 
Mstep: Class 36 contains 12250 members 
Mstep: Class 37 contains 6790 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4271 members 
Mstep: Class 40 contains 8166 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10351 members 
Mstep: Class 43 contains 6918 members 
Mstep: Class 44 contains 53365 members 
Mstep: Class 45 contains 17053 members 
Mstep: Class 46 contains 41599 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 14659 members 
Mstep: Class 49 contains 3396 members 
Mstep: Class 50 contains 6833 members 
Mstep: Class 51 contains 3564 members 
Mstep: Class 52 contains 3861 members 
Mstep: Class 53 contains 25141 members 
Mstep: Class 54 contains 6828 members 
Mstep: Class 55 contains 21059 members 
Mstep: Class 56 contains 11813 members 
Mstep: Class 57 contains 1344 members 
Mstep: Class 58 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139278112.000000 Penalty: 202403.562500
Iteration 112Q: 59 clusters Score -1.392781e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6289 members 
Mstep: Class 3 contains 28045 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 18116 members 
Mstep: Class 6 contains 140836 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 16903 members 
Mstep: Class 9 contains 109444 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 6468 members 
Mstep: Class 12 contains 6503 members 
Mstep: Class 13 contains 15607 members 
Mstep: Class 14 contains 9529 members 
Mstep: Class 15 contains 213356 members 
Mstep: Class 16 contains 22745 members 
Mstep: Class 17 contains 48822 members 
Mstep: Class 18 contains 38598 members 
Mstep: Class 19 contains 129371 members 
Mstep: Class 20 contains 21629 members 
Mstep: Class 21 contains 20658 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 6801 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 6612 members 
Mstep: Class 28 contains 11713 members 
Mstep: Class 29 contains 10132 members 
Mstep: Class 30 contains 4465 members 
Mstep: Class 31 contains 12524 members 
Mstep: Class 32 contains 40736 members 
Mstep: Class 33 contains 7919 members 
Mstep: Class 34 contains 7487 members 
Mstep: Class 35 contains 9661 members 
Mstep: Class 36 contains 12252 members 
Mstep: Class 37 contains 6783 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4293 members 
Mstep: Class 40 contains 8165 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10334 members 
Mstep: Class 43 contains 6937 members 
Mstep: Class 44 contains 53349 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 41602 members 
Mstep: Class 47 contains 13971 members 
Mstep: Class 48 contains 14662 members 
Mstep: Class 49 contains 3406 members 
Mstep: Class 50 contains 6832 members 
Mstep: Class 51 contains 3567 members 
Mstep: Class 52 contains 3861 members 
Mstep: Class 53 contains 25093 members 
Mstep: Class 54 contains 6833 members 
Mstep: Class 55 contains 21048 members 
Mstep: Class 56 contains 11935 members 
Mstep: Class 57 contains 1345 members 
Mstep: Class 58 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139278688.000000 Penalty: 202403.562500
Iteration 113Q: 59 clusters Score -1.392787e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 28036 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 18118 members 
Mstep: Class 6 contains 140826 members 
Mstep: Class 7 contains 5065 members 
Mstep: Class 8 contains 16894 members 
Mstep: Class 9 contains 109452 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 6534 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 15606 members 
Mstep: Class 14 contains 9528 members 
Mstep: Class 15 contains 213326 members 
Mstep: Class 16 contains 22762 members 
Mstep: Class 17 contains 48680 members 
Mstep: Class 18 contains 38598 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21624 members 
Mstep: Class 21 contains 20646 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 6759 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 11715 members 
Mstep: Class 29 contains 10140 members 
Mstep: Class 30 contains 4465 members 
Mstep: Class 31 contains 12526 members 
Mstep: Class 32 contains 40742 members 
Mstep: Class 33 contains 7935 members 
Mstep: Class 34 contains 7484 members 
Mstep: Class 35 contains 9658 members 
Mstep: Class 36 contains 12252 members 
Mstep: Class 37 contains 6776 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4317 members 
Mstep: Class 40 contains 8167 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10321 members 
Mstep: Class 43 contains 6953 members 
Mstep: Class 44 contains 53338 members 
Mstep: Class 45 contains 17038 members 
Mstep: Class 46 contains 41599 members 
Mstep: Class 47 contains 13991 members 
Mstep: Class 48 contains 14665 members 
Mstep: Class 49 contains 3408 members 
Mstep: Class 50 contains 6830 members 
Mstep: Class 51 contains 3573 members 
Mstep: Class 52 contains 3861 members 
Mstep: Class 53 contains 25056 members 
Mstep: Class 54 contains 6835 members 
Mstep: Class 55 contains 21039 members 
Mstep: Class 56 contains 12073 members 
Mstep: Class 57 contains 1347 members 
Mstep: Class 58 contains 6234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139278672.000000 Penalty: 202403.562500
Iteration 114Q: 59 clusters Score -1.392787e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 28025 members 
Mstep: Class 4 contains 5192 members 
Mstep: Class 5 contains 18113 members 
Mstep: Class 6 contains 140817 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 109470 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 6542 members 
Mstep: Class 13 contains 15605 members 
Mstep: Class 14 contains 9534 members 
Mstep: Class 15 contains 213302 members 
Mstep: Class 16 contains 22782 members 
Mstep: Class 17 contains 48517 members 
Mstep: Class 18 contains 38594 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21630 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 11971 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 11716 members 
Mstep: Class 29 contains 10156 members 
Mstep: Class 30 contains 4465 members 
Mstep: Class 31 contains 12532 members 
Mstep: Class 32 contains 40746 members 
Mstep: Class 33 contains 7953 members 
Mstep: Class 34 contains 7480 members 
Mstep: Class 35 contains 9655 members 
Mstep: Class 36 contains 12250 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4348 members 
Mstep: Class 40 contains 8172 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10311 members 
Mstep: Class 43 contains 6970 members 
Mstep: Class 44 contains 53337 members 
Mstep: Class 45 contains 17023 members 
Mstep: Class 46 contains 41601 members 
Mstep: Class 47 contains 14014 members 
Mstep: Class 48 contains 14670 members 
Mstep: Class 49 contains 3419 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3574 members 
Mstep: Class 52 contains 3861 members 
Mstep: Class 53 contains 25019 members 
Mstep: Class 54 contains 6840 members 
Mstep: Class 55 contains 21022 members 
Mstep: Class 56 contains 12170 members 
Mstep: Class 57 contains 1348 members 
Mstep: Class 58 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139278512.000000 Penalty: 202403.562500
Iteration 115Q: 59 clusters Score -1.392785e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6277 members 
Mstep: Class 3 contains 28017 members 
Mstep: Class 4 contains 5186 members 
Mstep: Class 5 contains 18114 members 
Mstep: Class 6 contains 140803 members 
Mstep: Class 7 contains 5072 members 
Mstep: Class 8 contains 16876 members 
Mstep: Class 9 contains 109483 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 6553 members 
Mstep: Class 13 contains 15603 members 
Mstep: Class 14 contains 9536 members 
Mstep: Class 15 contains 213280 members 
Mstep: Class 16 contains 22796 members 
Mstep: Class 17 contains 48344 members 
Mstep: Class 18 contains 38595 members 
Mstep: Class 19 contains 129375 members 
Mstep: Class 20 contains 21637 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 11953 members 
Mstep: Class 23 contains 5097 members 
Mstep: Class 24 contains 6668 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 6695 members 
Mstep: Class 28 contains 11714 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 4466 members 
Mstep: Class 31 contains 12532 members 
Mstep: Class 32 contains 40752 members 
Mstep: Class 33 contains 7979 members 
Mstep: Class 34 contains 7476 members 
Mstep: Class 35 contains 9652 members 
Mstep: Class 36 contains 12240 members 
Mstep: Class 37 contains 6781 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4369 members 
Mstep: Class 40 contains 8175 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10302 members 
Mstep: Class 43 contains 6989 members 
Mstep: Class 44 contains 53339 members 
Mstep: Class 45 contains 17009 members 
Mstep: Class 46 contains 41600 members 
Mstep: Class 47 contains 14035 members 
Mstep: Class 48 contains 14670 members 
Mstep: Class 49 contains 3432 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3575 members 
Mstep: Class 52 contains 3861 members 
Mstep: Class 53 contains 24984 members 
Mstep: Class 54 contains 6841 members 
Mstep: Class 55 contains 21005 members 
Mstep: Class 56 contains 12252 members 
Mstep: Class 57 contains 1348 members 
Mstep: Class 58 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279008.000000 Penalty: 202403.562500
Iteration 116Q: 59 clusters Score -1.39279e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 28007 members 
Mstep: Class 4 contains 5175 members 
Mstep: Class 5 contains 18112 members 
Mstep: Class 6 contains 140794 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 109496 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 15605 members 
Mstep: Class 14 contains 9537 members 
Mstep: Class 15 contains 213257 members 
Mstep: Class 16 contains 22813 members 
Mstep: Class 17 contains 48152 members 
Mstep: Class 18 contains 38587 members 
Mstep: Class 19 contains 129374 members 
Mstep: Class 20 contains 21639 members 
Mstep: Class 21 contains 20629 members 
Mstep: Class 22 contains 11943 members 
Mstep: Class 23 contains 5106 members 
Mstep: Class 24 contains 6623 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 11710 members 
Mstep: Class 29 contains 10170 members 
Mstep: Class 30 contains 4468 members 
Mstep: Class 31 contains 12540 members 
Mstep: Class 32 contains 40760 members 
Mstep: Class 33 contains 8004 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 9656 members 
Mstep: Class 36 contains 12239 members 
Mstep: Class 37 contains 6783 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4385 members 
Mstep: Class 40 contains 8181 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10291 members 
Mstep: Class 43 contains 7008 members 
Mstep: Class 44 contains 53343 members 
Mstep: Class 45 contains 17002 members 
Mstep: Class 46 contains 41591 members 
Mstep: Class 47 contains 14070 members 
Mstep: Class 48 contains 14666 members 
Mstep: Class 49 contains 3441 members 
Mstep: Class 50 contains 6824 members 
Mstep: Class 51 contains 3578 members 
Mstep: Class 52 contains 3861 members 
Mstep: Class 53 contains 24969 members 
Mstep: Class 54 contains 6844 members 
Mstep: Class 55 contains 21000 members 
Mstep: Class 56 contains 12347 members 
Mstep: Class 57 contains 1348 members 
Mstep: Class 58 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279504.000000 Penalty: 202403.562500
Iteration 117Q: 59 clusters Score -1.392795e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6265 members 
Mstep: Class 3 contains 28000 members 
Mstep: Class 4 contains 5161 members 
Mstep: Class 5 contains 18104 members 
Mstep: Class 6 contains 140785 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 8 contains 16856 members 
Mstep: Class 9 contains 109501 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 6547 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9535 members 
Mstep: Class 15 contains 213231 members 
Mstep: Class 16 contains 22826 members 
Mstep: Class 17 contains 47955 members 
Mstep: Class 18 contains 38572 members 
Mstep: Class 19 contains 129378 members 
Mstep: Class 20 contains 21641 members 
Mstep: Class 21 contains 20624 members 
Mstep: Class 22 contains 11920 members 
Mstep: Class 23 contains 5125 members 
Mstep: Class 24 contains 6583 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 11709 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 12551 members 
Mstep: Class 32 contains 40760 members 
Mstep: Class 33 contains 8031 members 
Mstep: Class 34 contains 7463 members 
Mstep: Class 35 contains 9659 members 
Mstep: Class 36 contains 12235 members 
Mstep: Class 37 contains 6780 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 8181 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10277 members 
Mstep: Class 43 contains 7027 members 
Mstep: Class 44 contains 53339 members 
Mstep: Class 45 contains 17003 members 
Mstep: Class 46 contains 41590 members 
Mstep: Class 47 contains 14097 members 
Mstep: Class 48 contains 14673 members 
Mstep: Class 49 contains 3449 members 
Mstep: Class 50 contains 6823 members 
Mstep: Class 51 contains 3579 members 
Mstep: Class 52 contains 3861 members 
Mstep: Class 53 contains 24963 members 
Mstep: Class 54 contains 6847 members 
Mstep: Class 55 contains 20995 members 
Mstep: Class 56 contains 12449 members 
Mstep: Class 57 contains 1348 members 
Mstep: Class 58 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279488.000000 Penalty: 202403.562500
Iteration 118Q: 59 clusters Score -1.392795e+08 nChanged 886
Entering ConstructFrom: 
Score: -139279488.000000 Penalty: 202403.562500
Entering ConstructFrom: 
Trying to split cluster 1 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -58622.566406 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -58622.57 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 307 members 
Entering Unmasked Estep 
Score: -57132.234375 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -57132.23 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -57781.378906 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -57781.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58763.652344 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -58763.65 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59564.558594 Penalty: 3227.609619
	Iteration 3F: 3 clusters Score -59564.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60161.023438 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -60161.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60245.992188 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -60245.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -60266.878906 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -60266.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60280.707031 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -60280.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60280.707031 Penalty: 3227.609619
	Iteration 8F: 3 clusters Score -60280.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Entering Unmasked Estep 
Score: -139279536.000000 Penalty: 205893.281250
Splitting cluster 1 changes total score from -139279488.000000 to -139279536.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 2 (6262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Entering Unmasked Estep 
Score: -620635.625000 Penalty: 2168.079346
	Iteration 0F: 2 clusters Score -620635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -615428.625000 Penalty: 4336.158691
	Iteration 0F: 3 clusters Score -615428.6 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -616928.375000 Penalty: 4336.158691
	Iteration 1F: 3 clusters Score -616928.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -617442.937500 Penalty: 4336.158691
	Iteration 2F: 3 clusters Score -617442.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -617876.562500 Penalty: 4336.158691
	Iteration 3F: 3 clusters Score -617876.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -618219.250000 Penalty: 4336.158691
	Iteration 4F: 3 clusters Score -618219.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -618494.812500 Penalty: 4336.158691
	Iteration 5F: 3 clusters Score -618494.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -618792.750000 Penalty: 4336.158691
	Iteration 6Q: 3 clusters Score -618792.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -619084.937500 Penalty: 4336.158691
	Iteration 7Q: 3 clusters Score -619084.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -619325.625000 Penalty: 4336.158691
	Iteration 8Q: 3 clusters Score -619325.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -619523.750000 Penalty: 4336.158691
	Iteration 9Q: 3 clusters Score -619523.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -619654.562500 Penalty: 4336.158691
	Iteration 10Q: 3 clusters Score -619654.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -619725.000000 Penalty: 4336.158691
	Iteration 11Q: 3 clusters Score -619725 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -619778.312500 Penalty: 4336.158691
	Iteration 12Q: 3 clusters Score -619778.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -619807.500000 Penalty: 4336.158691
	Iteration 13Q: 3 clusters Score -619807.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -619831.312500 Penalty: 4336.158691
	Iteration 14Q: 3 clusters Score -619831.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -619847.562500 Penalty: 4336.158691
	Iteration 15Q: 3 clusters Score -619847.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -619858.687500 Penalty: 4336.158691
	Iteration 16Q: 3 clusters Score -619858.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -619866.937500 Penalty: 4336.158691
	Iteration 17Q: 3 clusters Score -619866.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -619878.562500 Penalty: 4336.158691
	Iteration 18Q: 3 clusters Score -619878.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -619891.562500 Penalty: 4336.158691
	Iteration 19Q: 3 clusters Score -619891.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -619903.375000 Penalty: 4336.158691
	Iteration 20F: 3 clusters Score -619903.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -619913.375000 Penalty: 4336.158691
	Iteration 21Q: 3 clusters Score -619913.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -619918.062500 Penalty: 4336.158691
	Iteration 22Q: 3 clusters Score -619918.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -619921.937500 Penalty: 4336.158691
	Iteration 23Q: 3 clusters Score -619921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -619924.875000 Penalty: 4336.158691
	Iteration 24Q: 3 clusters Score -619924.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -619930.375000 Penalty: 4336.158691
	Iteration 25Q: 3 clusters Score -619930.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -619935.625000 Penalty: 4336.158691
	Iteration 26Q: 3 clusters Score -619935.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -619937.812500 Penalty: 4336.158691
	Iteration 27Q: 3 clusters Score -619937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -619941.312500 Penalty: 4336.158691
	Iteration 28Q: 3 clusters Score -619941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -619942.937500 Penalty: 4336.158691
	Iteration 29Q: 3 clusters Score -619942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -619946.062500 Penalty: 4336.158691
	Iteration 30Q: 3 clusters Score -619946.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -619949.375000 Penalty: 4336.158691
	Iteration 31Q: 3 clusters Score -619949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -619951.250000 Penalty: 4336.158691
	Iteration 32Q: 3 clusters Score -619951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -619955.875000 Penalty: 4336.158691
	Iteration 33Q: 3 clusters Score -619955.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -619961.062500 Penalty: 4336.158691
	Iteration 34Q: 3 clusters Score -619961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -619962.187500 Penalty: 4336.158691
	Iteration 35Q: 3 clusters Score -619962.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -619963.687500 Penalty: 4336.158691
	Iteration 36Q: 3 clusters Score -619963.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -619965.750000 Penalty: 4336.158691
	Iteration 37Q: 3 clusters Score -619965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -619970.812500 Penalty: 4336.158691
	Iteration 38Q: 3 clusters Score -619970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -619972.312500 Penalty: 4336.158691
	Iteration 39Q: 3 clusters Score -619972.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -619975.875000 Penalty: 4336.158691
	Iteration 40F: 3 clusters Score -619975.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -619978.875000 Penalty: 4336.158691
	Iteration 41Q: 3 clusters Score -619978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -619980.437500 Penalty: 4336.158691
	Iteration 42Q: 3 clusters Score -619980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -619983.562500 Penalty: 4336.158691
	Iteration 43Q: 3 clusters Score -619983.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -619986.250000 Penalty: 4336.158691
	Iteration 44Q: 3 clusters Score -619986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -619989.562500 Penalty: 4336.158691
	Iteration 45Q: 3 clusters Score -619989.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -619991.187500 Penalty: 4336.158691
	Iteration 46Q: 3 clusters Score -619991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -619991.625000 Penalty: 4336.158691
	Iteration 47Q: 3 clusters Score -619991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -619991.937500 Penalty: 4336.158691
	Iteration 48Q: 3 clusters Score -619991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -619993.187500 Penalty: 4336.158691
	Iteration 49Q: 3 clusters Score -619993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -619993.937500 Penalty: 4336.158691
	Iteration 50Q: 3 clusters Score -619993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -619994.687500 Penalty: 4336.158691
	Iteration 51Q: 3 clusters Score -619994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -619996.625000 Penalty: 4336.158691
	Iteration 52Q: 3 clusters Score -619996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -619998.000000 Penalty: 4336.158691
	Iteration 53Q: 3 clusters Score -619998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -620000.062500 Penalty: 4336.158691
	Iteration 54Q: 3 clusters Score -620000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -620000.312500 Penalty: 4336.158691
	Iteration 55Q: 3 clusters Score -620000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -620000.312500 Penalty: 4336.158691
	Iteration 56F: 3 clusters Score -620000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Entering Unmasked Estep 
Score: -3186437.500000 Penalty: 2539.465820
	Iteration 0F: 2 clusters Score -3186438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3167146.500000 Penalty: 5078.931641
	Iteration 0F: 3 clusters Score -3167146 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3174216.250000 Penalty: 5078.931641
	Iteration 1F: 3 clusters Score -3174216 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3174982.000000 Penalty: 5078.931641
	Iteration 2F: 3 clusters Score -3174982 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3175920.000000 Penalty: 5078.931641
	Iteration 3F: 3 clusters Score -3175920 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3177074.000000 Penalty: 5078.931641
	Iteration 4F: 3 clusters Score -3177074 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3178226.750000 Penalty: 5078.931641
	Iteration 5F: 3 clusters Score -3178227 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3179315.000000 Penalty: 5078.931641
	Iteration 6F: 3 clusters Score -3179315 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3180261.750000 Penalty: 5078.931641
	Iteration 7F: 3 clusters Score -3180262 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3180945.250000 Penalty: 5078.931641
	Iteration 8F: 3 clusters Score -3180945 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3181357.000000 Penalty: 5078.931641
	Iteration 9Q: 3 clusters Score -3181357 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3181601.250000 Penalty: 5078.931641
	Iteration 10Q: 3 clusters Score -3181601 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3181737.000000 Penalty: 5078.931641
	Iteration 11Q: 3 clusters Score -3181737 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3181839.750000 Penalty: 5078.931641
	Iteration 12Q: 3 clusters Score -3181840 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3181890.750000 Penalty: 5078.931641
	Iteration 13Q: 3 clusters Score -3181891 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3181936.500000 Penalty: 5078.931641
	Iteration 14Q: 3 clusters Score -3181936 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3181964.750000 Penalty: 5078.931641
	Iteration 15Q: 3 clusters Score -3181965 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3181991.500000 Penalty: 5078.931641
	Iteration 16Q: 3 clusters Score -3181992 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3182012.250000 Penalty: 5078.931641
	Iteration 17Q: 3 clusters Score -3182012 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3182031.250000 Penalty: 5078.931641
	Iteration 18Q: 3 clusters Score -3182031 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3182055.750000 Penalty: 5078.931641
	Iteration 19Q: 3 clusters Score -3182056 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3182059.750000 Penalty: 5078.931641
	Iteration 20F: 3 clusters Score -3182060 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3182075.250000 Penalty: 5078.931641
	Iteration 21Q: 3 clusters Score -3182075 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3182091.000000 Penalty: 5078.931641
	Iteration 22Q: 3 clusters Score -3182091 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3182097.500000 Penalty: 5078.931641
	Iteration 23Q: 3 clusters Score -3182098 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3182120.500000 Penalty: 5078.931641
	Iteration 24Q: 3 clusters Score -3182120 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3182147.250000 Penalty: 5078.931641
	Iteration 25Q: 3 clusters Score -3182147 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3182167.000000 Penalty: 5078.931641
	Iteration 26Q: 3 clusters Score -3182167 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3182196.250000 Penalty: 5078.931641
	Iteration 27Q: 3 clusters Score -3182196 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3182217.500000 Penalty: 5078.931641
	Iteration 28Q: 3 clusters Score -3182218 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3182249.000000 Penalty: 5078.931641
	Iteration 29Q: 3 clusters Score -3182249 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3182278.250000 Penalty: 5078.931641
	Iteration 30Q: 3 clusters Score -3182278 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3182336.750000 Penalty: 5078.931641
	Iteration 31Q: 3 clusters Score -3182337 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3182357.750000 Penalty: 5078.931641
	Iteration 32Q: 3 clusters Score -3182358 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3182406.250000 Penalty: 5078.931641
	Iteration 33Q: 3 clusters Score -3182406 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3182464.250000 Penalty: 5078.931641
	Iteration 34Q: 3 clusters Score -3182464 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3182526.250000 Penalty: 5078.931641
	Iteration 35Q: 3 clusters Score -3182526 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3182606.250000 Penalty: 5078.931641
	Iteration 36Q: 3 clusters Score -3182606 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3182699.000000 Penalty: 5078.931641
	Iteration 37Q: 3 clusters Score -3182699 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3182802.750000 Penalty: 5078.931641
	Iteration 38Q: 3 clusters Score -3182803 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3182910.250000 Penalty: 5078.931641
	Iteration 39Q: 3 clusters Score -3182910 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3183038.750000 Penalty: 5078.931641
	Iteration 40F: 3 clusters Score -3183039 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3183182.250000 Penalty: 5078.931641
	Iteration 41Q: 3 clusters Score -3183182 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3183341.500000 Penalty: 5078.931641
	Iteration 42Q: 3 clusters Score -3183342 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3183488.750000 Penalty: 5078.931641
	Iteration 43Q: 3 clusters Score -3183489 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3183659.750000 Penalty: 5078.931641
	Iteration 44Q: 3 clusters Score -3183660 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3183809.750000 Penalty: 5078.931641
	Iteration 45Q: 3 clusters Score -3183810 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3183966.000000 Penalty: 5078.931641
	Iteration 46Q: 3 clusters Score -3183966 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3184102.750000 Penalty: 5078.931641
	Iteration 47Q: 3 clusters Score -3184103 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3184236.750000 Penalty: 5078.931641
	Iteration 48Q: 3 clusters Score -3184237 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3184437.000000 Penalty: 5078.931641
	Iteration 49Q: 3 clusters Score -3184437 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3184624.250000 Penalty: 5078.931641
	Iteration 50Q: 3 clusters Score -3184624 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3184815.250000 Penalty: 5078.931641
	Iteration 51Q: 3 clusters Score -3184815 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3184967.250000 Penalty: 5078.931641
	Iteration 52Q: 3 clusters Score -3184967 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3185135.500000 Penalty: 5078.931641
	Iteration 53Q: 3 clusters Score -3185136 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3185253.500000 Penalty: 5078.931641
	Iteration 54Q: 3 clusters Score -3185254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3185320.250000 Penalty: 5078.931641
	Iteration 55Q: 3 clusters Score -3185320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3185392.000000 Penalty: 5078.931641
	Iteration 56Q: 3 clusters Score -3185392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3185459.250000 Penalty: 5078.931641
	Iteration 57Q: 3 clusters Score -3185459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3185509.750000 Penalty: 5078.931641
	Iteration 58Q: 3 clusters Score -3185510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3185549.000000 Penalty: 5078.931641
	Iteration 59Q: 3 clusters Score -3185549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3185568.250000 Penalty: 5078.931641
	Iteration 60F: 3 clusters Score -3185568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3185579.750000 Penalty: 5078.931641
	Iteration 61Q: 3 clusters Score -3185580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3185587.750000 Penalty: 5078.931641
	Iteration 62Q: 3 clusters Score -3185588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3185590.250000 Penalty: 5078.931641
	Iteration 63Q: 3 clusters Score -3185590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3185585.750000 Penalty: 5078.931641
	Iteration 64Q: 3 clusters Score -3185586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3185587.750000 Penalty: 5078.931641
	Iteration 65Q: 3 clusters Score -3185588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3185590.750000 Penalty: 5078.931641
	Iteration 66Q: 3 clusters Score -3185591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3185591.750000 Penalty: 5078.931641
	Iteration 67Q: 3 clusters Score -3185592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3185590.250000 Penalty: 5078.931641
	Iteration 68Q: 3 clusters Score -3185590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3185589.750000 Penalty: 5078.931641
	Iteration 69Q: 3 clusters Score -3185590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3185589.250000 Penalty: 5078.931641
	Iteration 70Q: 3 clusters Score -3185589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3185589.250000 Penalty: 5078.931641
	Iteration 71F: 3 clusters Score -3185589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Entering Unmasked Estep 
Score: -494855.156250 Penalty: 2119.546143
	Iteration 0F: 2 clusters Score -494855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -490274.781250 Penalty: 4239.092285
	Iteration 0F: 3 clusters Score -490274.8 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -491803.187500 Penalty: 4239.092285
	Iteration 1F: 3 clusters Score -491803.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -492643.656250 Penalty: 4239.092285
	Iteration 2F: 3 clusters Score -492643.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -493780.031250 Penalty: 4239.092285
	Iteration 3F: 3 clusters Score -493780 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -494820.062500 Penalty: 4239.092285
	Iteration 4F: 3 clusters Score -494820.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -495313.062500 Penalty: 4239.092285
	Iteration 5F: 3 clusters Score -495313.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -495478.843750 Penalty: 4239.092285
	Iteration 6Q: 3 clusters Score -495478.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -495567.687500 Penalty: 4239.092285
	Iteration 7Q: 3 clusters Score -495567.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -495616.656250 Penalty: 4239.092285
	Iteration 8Q: 3 clusters Score -495616.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -495655.718750 Penalty: 4239.092285
	Iteration 9Q: 3 clusters Score -495655.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -495681.718750 Penalty: 4239.092285
	Iteration 10Q: 3 clusters Score -495681.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -495704.937500 Penalty: 4239.092285
	Iteration 11Q: 3 clusters Score -495704.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -495729.687500 Penalty: 4239.092285
	Iteration 12Q: 3 clusters Score -495729.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -495755.156250 Penalty: 4239.092285
	Iteration 13Q: 3 clusters Score -495755.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -495774.250000 Penalty: 4239.092285
	Iteration 14Q: 3 clusters Score -495774.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -495791.687500 Penalty: 4239.092285
	Iteration 15Q: 3 clusters Score -495791.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -495806.593750 Penalty: 4239.092285
	Iteration 16Q: 3 clusters Score -495806.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -495815.125000 Penalty: 4239.092285
	Iteration 17Q: 3 clusters Score -495815.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -495823.156250 Penalty: 4239.092285
	Iteration 18Q: 3 clusters Score -495823.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -495831.906250 Penalty: 4239.092285
	Iteration 19Q: 3 clusters Score -495831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -495839.125000 Penalty: 4239.092285
	Iteration 20F: 3 clusters Score -495839.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -495846.562500 Penalty: 4239.092285
	Iteration 21Q: 3 clusters Score -495846.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -495856.031250 Penalty: 4239.092285
	Iteration 22Q: 3 clusters Score -495856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -495864.406250 Penalty: 4239.092285
	Iteration 23Q: 3 clusters Score -495864.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -495877.187500 Penalty: 4239.092285
	Iteration 24Q: 3 clusters Score -495877.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -495893.312500 Penalty: 4239.092285
	Iteration 25Q: 3 clusters Score -495893.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -495905.375000 Penalty: 4239.092285
	Iteration 26Q: 3 clusters Score -495905.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -495918.593750 Penalty: 4239.092285
	Iteration 27Q: 3 clusters Score -495918.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -495925.406250 Penalty: 4239.092285
	Iteration 28Q: 3 clusters Score -495925.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -495929.500000 Penalty: 4239.092285
	Iteration 29Q: 3 clusters Score -495929.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -495936.843750 Penalty: 4239.092285
	Iteration 30Q: 3 clusters Score -495936.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -495940.656250 Penalty: 4239.092285
	Iteration 31Q: 3 clusters Score -495940.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -495944.812500 Penalty: 4239.092285
	Iteration 32Q: 3 clusters Score -495944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -495945.968750 Penalty: 4239.092285
	Iteration 33Q: 3 clusters Score -495946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -495947.093750 Penalty: 4239.092285
	Iteration 34Q: 3 clusters Score -495947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -495948.781250 Penalty: 4239.092285
	Iteration 35Q: 3 clusters Score -495948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -495952.125000 Penalty: 4239.092285
	Iteration 36Q: 3 clusters Score -495952.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -495955.812500 Penalty: 4239.092285
	Iteration 37Q: 3 clusters Score -495955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -495958.062500 Penalty: 4239.092285
	Iteration 38Q: 3 clusters Score -495958.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -495961.937500 Penalty: 4239.092285
	Iteration 39Q: 3 clusters Score -495961.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -495964.718750 Penalty: 4239.092285
	Iteration 40F: 3 clusters Score -495964.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -495969.468750 Penalty: 4239.092285
	Iteration 41Q: 3 clusters Score -495969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -495973.343750 Penalty: 4239.092285
	Iteration 42Q: 3 clusters Score -495973.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -495981.656250 Penalty: 4239.092285
	Iteration 43Q: 3 clusters Score -495981.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -495985.718750 Penalty: 4239.092285
	Iteration 44Q: 3 clusters Score -495985.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -495990.281250 Penalty: 4239.092285
	Iteration 45Q: 3 clusters Score -495990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -495993.343750 Penalty: 4239.092285
	Iteration 46Q: 3 clusters Score -495993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -495995.593750 Penalty: 4239.092285
	Iteration 47Q: 3 clusters Score -495995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -495998.000000 Penalty: 4239.092285
	Iteration 48Q: 3 clusters Score -495998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -495998.656250 Penalty: 4239.092285
	Iteration 49Q: 3 clusters Score -495998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -495999.468750 Penalty: 4239.092285
	Iteration 50Q: 3 clusters Score -495999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -495999.093750 Penalty: 4239.092285
	Iteration 51Q: 3 clusters Score -495999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -495999.093750 Penalty: 4239.092285
	Iteration 52F: 3 clusters Score -495999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 3383 members 
Entering Unmasked Estep 
Score: -139279104.000000 Penalty: 209383.000000
Splitting cluster 4 changes total score from -139279488.000000 to -139279104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Entering Unmasked Estep 
Score: -1891151.250000 Penalty: 2431.309326
	Iteration 0F: 2 clusters Score -1891151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1878455.875000 Penalty: 4862.618652
	Iteration 0F: 3 clusters Score -1878456 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1883205.875000 Penalty: 4862.618652
	Iteration 1F: 3 clusters Score -1883206 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1884247.875000 Penalty: 4862.618652
	Iteration 2F: 3 clusters Score -1884248 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1885278.750000 Penalty: 4862.618652
	Iteration 3F: 3 clusters Score -1885279 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1886130.250000 Penalty: 4862.618652
	Iteration 4F: 3 clusters Score -1886130 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1886732.375000 Penalty: 4862.618652
	Iteration 5F: 3 clusters Score -1886732 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1887116.875000 Penalty: 4862.618652
	Iteration 6Q: 3 clusters Score -1887117 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1887347.625000 Penalty: 4862.618652
	Iteration 7Q: 3 clusters Score -1887348 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1887513.500000 Penalty: 4862.618652
	Iteration 8Q: 3 clusters Score -1887514 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1887634.875000 Penalty: 4862.618652
	Iteration 9Q: 3 clusters Score -1887635 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1887740.250000 Penalty: 4862.618652
	Iteration 10Q: 3 clusters Score -1887740 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1887857.125000 Penalty: 4862.618652
	Iteration 11Q: 3 clusters Score -1887857 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1887969.750000 Penalty: 4862.618652
	Iteration 12Q: 3 clusters Score -1887970 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1888076.250000 Penalty: 4862.618652
	Iteration 13Q: 3 clusters Score -1888076 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1888181.500000 Penalty: 4862.618652
	Iteration 14Q: 3 clusters Score -1888182 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1888275.875000 Penalty: 4862.618652
	Iteration 15Q: 3 clusters Score -1888276 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1888405.250000 Penalty: 4862.618652
	Iteration 16Q: 3 clusters Score -1888405 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1888536.500000 Penalty: 4862.618652
	Iteration 17Q: 3 clusters Score -1888536 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1888677.375000 Penalty: 4862.618652
	Iteration 18Q: 3 clusters Score -1888677 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1888818.625000 Penalty: 4862.618652
	Iteration 19Q: 3 clusters Score -1888819 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1888962.375000 Penalty: 4862.618652
	Iteration 20F: 3 clusters Score -1888962 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1889070.000000 Penalty: 4862.618652
	Iteration 21Q: 3 clusters Score -1889070 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1889161.250000 Penalty: 4862.618652
	Iteration 22Q: 3 clusters Score -1889161 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1889239.000000 Penalty: 4862.618652
	Iteration 23Q: 3 clusters Score -1889239 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1889288.500000 Penalty: 4862.618652
	Iteration 24Q: 3 clusters Score -1889288 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1889333.000000 Penalty: 4862.618652
	Iteration 25Q: 3 clusters Score -1889333 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1889374.250000 Penalty: 4862.618652
	Iteration 26Q: 3 clusters Score -1889374 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1889412.500000 Penalty: 4862.618652
	Iteration 27Q: 3 clusters Score -1889412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1889448.375000 Penalty: 4862.618652
	Iteration 28Q: 3 clusters Score -1889448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1889467.625000 Penalty: 4862.618652
	Iteration 29Q: 3 clusters Score -1889468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1889486.750000 Penalty: 4862.618652
	Iteration 30Q: 3 clusters Score -1889487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1889491.125000 Penalty: 4862.618652
	Iteration 31Q: 3 clusters Score -1889491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1889507.750000 Penalty: 4862.618652
	Iteration 32Q: 3 clusters Score -1889508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1889521.875000 Penalty: 4862.618652
	Iteration 33Q: 3 clusters Score -1889522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1889535.500000 Penalty: 4862.618652
	Iteration 34Q: 3 clusters Score -1889536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1889551.375000 Penalty: 4862.618652
	Iteration 35Q: 3 clusters Score -1889551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1889554.625000 Penalty: 4862.618652
	Iteration 36Q: 3 clusters Score -1889555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1889574.375000 Penalty: 4862.618652
	Iteration 37Q: 3 clusters Score -1889574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1889586.125000 Penalty: 4862.618652
	Iteration 38Q: 3 clusters Score -1889586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1889591.375000 Penalty: 4862.618652
	Iteration 39Q: 3 clusters Score -1889591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1889597.375000 Penalty: 4862.618652
	Iteration 40F: 3 clusters Score -1889597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1889600.625000 Penalty: 4862.618652
	Iteration 41Q: 3 clusters Score -1889601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1889610.125000 Penalty: 4862.618652
	Iteration 42Q: 3 clusters Score -1889610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1889611.250000 Penalty: 4862.618652
	Iteration 43Q: 3 clusters Score -1889611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1889616.000000 Penalty: 4862.618652
	Iteration 44Q: 3 clusters Score -1889616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1889622.625000 Penalty: 4862.618652
	Iteration 45Q: 3 clusters Score -1889623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1889622.375000 Penalty: 4862.618652
	Iteration 46Q: 3 clusters Score -1889622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1889627.250000 Penalty: 4862.618652
	Iteration 47Q: 3 clusters Score -1889627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1889629.500000 Penalty: 4862.618652
	Iteration 48Q: 3 clusters Score -1889630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1889632.125000 Penalty: 4862.618652
	Iteration 49Q: 3 clusters Score -1889632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1889637.125000 Penalty: 4862.618652
	Iteration 50Q: 3 clusters Score -1889637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1889641.375000 Penalty: 4862.618652
	Iteration 51Q: 3 clusters Score -1889641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1889641.750000 Penalty: 4862.618652
	Iteration 52Q: 3 clusters Score -1889642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1889639.750000 Penalty: 4862.618652
	Iteration 53Q: 3 clusters Score -1889640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1889645.250000 Penalty: 4862.618652
	Iteration 54Q: 3 clusters Score -1889645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1889641.625000 Penalty: 4862.618652
	Iteration 55Q: 3 clusters Score -1889642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1889642.250000 Penalty: 4862.618652
	Iteration 56Q: 3 clusters Score -1889642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1889646.125000 Penalty: 4862.618652
	Iteration 57Q: 3 clusters Score -1889646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1889649.000000 Penalty: 4862.618652
	Iteration 58Q: 3 clusters Score -1889649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1889653.625000 Penalty: 4862.618652
	Iteration 59Q: 3 clusters Score -1889654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1889659.000000 Penalty: 4862.618652
	Iteration 60F: 3 clusters Score -1889659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1889666.125000 Penalty: 4862.618652
	Iteration 61Q: 3 clusters Score -1889666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1889672.125000 Penalty: 4862.618652
	Iteration 62Q: 3 clusters Score -1889672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1889678.500000 Penalty: 4862.618652
	Iteration 63Q: 3 clusters Score -1889678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1889684.625000 Penalty: 4862.618652
	Iteration 64Q: 3 clusters Score -1889685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1889694.125000 Penalty: 4862.618652
	Iteration 65Q: 3 clusters Score -1889694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1889695.500000 Penalty: 4862.618652
	Iteration 66Q: 3 clusters Score -1889696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1889701.875000 Penalty: 4862.618652
	Iteration 67Q: 3 clusters Score -1889702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1889709.875000 Penalty: 4862.618652
	Iteration 68Q: 3 clusters Score -1889710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1889717.125000 Penalty: 4862.618652
	Iteration 69Q: 3 clusters Score -1889717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1889719.875000 Penalty: 4862.618652
	Iteration 70Q: 3 clusters Score -1889720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1889728.000000 Penalty: 4862.618652
	Iteration 71Q: 3 clusters Score -1889728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1889729.875000 Penalty: 4862.618652
	Iteration 72Q: 3 clusters Score -1889730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1889738.875000 Penalty: 4862.618652
	Iteration 73Q: 3 clusters Score -1889739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1889743.375000 Penalty: 4862.618652
	Iteration 74Q: 3 clusters Score -1889743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1889744.250000 Penalty: 4862.618652
	Iteration 75Q: 3 clusters Score -1889744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1889751.375000 Penalty: 4862.618652
	Iteration 76Q: 3 clusters Score -1889751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1889752.875000 Penalty: 4862.618652
	Iteration 77Q: 3 clusters Score -1889753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1889752.875000 Penalty: 4862.618652
	Iteration 78Q: 3 clusters Score -1889753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1889752.375000 Penalty: 4862.618652
	Iteration 79Q: 3 clusters Score -1889752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1889753.500000 Penalty: 4862.618652
	Iteration 80F: 3 clusters Score -1889754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1889753.500000 Penalty: 4862.618652
	Iteration 81Q: 3 clusters Score -1889754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1889755.500000 Penalty: 4862.618652
	Iteration 82Q: 3 clusters Score -1889756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1889757.500000 Penalty: 4862.618652
	Iteration 83Q: 3 clusters Score -1889758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1889757.500000 Penalty: 4862.618652
	Iteration 84Q: 3 clusters Score -1889758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1889758.875000 Penalty: 4862.618652
	Iteration 85Q: 3 clusters Score -1889759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1889767.000000 Penalty: 4862.618652
	Iteration 86Q: 3 clusters Score -1889767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1889767.750000 Penalty: 4862.618652
	Iteration 87Q: 3 clusters Score -1889768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1889769.875000 Penalty: 4862.618652
	Iteration 88Q: 3 clusters Score -1889770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1889776.500000 Penalty: 4862.618652
	Iteration 89Q: 3 clusters Score -1889776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1889790.375000 Penalty: 4862.618652
	Iteration 90Q: 3 clusters Score -1889790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1889790.625000 Penalty: 4862.618652
	Iteration 91Q: 3 clusters Score -1889791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1889799.375000 Penalty: 4862.618652
	Iteration 92Q: 3 clusters Score -1889799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1889802.750000 Penalty: 4862.618652
	Iteration 93Q: 3 clusters Score -1889803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1889808.250000 Penalty: 4862.618652
	Iteration 94Q: 3 clusters Score -1889808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1889818.250000 Penalty: 4862.618652
	Iteration 95Q: 3 clusters Score -1889818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1889827.500000 Penalty: 4862.618652
	Iteration 96Q: 3 clusters Score -1889828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1889838.875000 Penalty: 4862.618652
	Iteration 97Q: 3 clusters Score -1889839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1889843.750000 Penalty: 4862.618652
	Iteration 98Q: 3 clusters Score -1889844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1889847.500000 Penalty: 4862.618652
	Iteration 99Q: 3 clusters Score -1889848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1889852.250000 Penalty: 4862.618652
	Iteration 100F: 3 clusters Score -1889852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1889859.250000 Penalty: 4862.618652
	Iteration 101Q: 3 clusters Score -1889859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1889864.875000 Penalty: 4862.618652
	Iteration 102Q: 3 clusters Score -1889865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1889869.125000 Penalty: 4862.618652
	Iteration 103Q: 3 clusters Score -1889869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1889873.250000 Penalty: 4862.618652
	Iteration 104Q: 3 clusters Score -1889873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1889878.500000 Penalty: 4862.618652
	Iteration 105Q: 3 clusters Score -1889878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1889883.875000 Penalty: 4862.618652
	Iteration 106Q: 3 clusters Score -1889884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1889885.000000 Penalty: 4862.618652
	Iteration 107Q: 3 clusters Score -1889885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1889885.000000 Penalty: 4862.618652
	Iteration 108Q: 3 clusters Score -1889885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1889885.625000 Penalty: 4862.618652
	Iteration 109Q: 3 clusters Score -1889886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1889885.750000 Penalty: 4862.618652
	Iteration 110Q: 3 clusters Score -1889886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1889886.375000 Penalty: 4862.618652
	Iteration 111Q: 3 clusters Score -1889886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1889887.750000 Penalty: 4862.618652
	Iteration 112Q: 3 clusters Score -1889888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1889888.500000 Penalty: 4862.618652
	Iteration 113Q: 3 clusters Score -1889888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1889890.125000 Penalty: 4862.618652
	Iteration 114Q: 3 clusters Score -1889890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1889889.250000 Penalty: 4862.618652
	Iteration 115Q: 3 clusters Score -1889889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1889889.250000 Penalty: 4862.618652
	Iteration 116F: 3 clusters Score -1889889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140774 members 
Entering Unmasked Estep 
Score: -15827206.000000 Penalty: 2940.017822
	Iteration 0F: 2 clusters Score -1.582721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -15733123.000000 Penalty: 5880.035645
	Iteration 0F: 3 clusters Score -1.573312e+07 nChanged 67033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -15772243.000000 Penalty: 5880.035645
	Iteration 1F: 3 clusters Score -1.577224e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -15773268.000000 Penalty: 5880.035645
	Iteration 2Q: 3 clusters Score -1.577327e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -15774700.000000 Penalty: 5880.035645
	Iteration 3Q: 3 clusters Score -1.57747e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -15776356.000000 Penalty: 5880.035645
	Iteration 4Q: 3 clusters Score -1.577636e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -15778511.000000 Penalty: 5880.035645
	Iteration 5Q: 3 clusters Score -1.577851e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -15781453.000000 Penalty: 5880.035645
	Iteration 6Q: 3 clusters Score -1.578145e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -15785454.000000 Penalty: 5880.035645
	Iteration 7F: 3 clusters Score -1.578545e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -15790813.000000 Penalty: 5880.035645
	Iteration 8F: 3 clusters Score -1.579081e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -15797262.000000 Penalty: 5880.035645
	Iteration 9F: 3 clusters Score -1.579726e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -15804348.000000 Penalty: 5880.035645
	Iteration 10F: 3 clusters Score -1.580435e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -15809924.000000 Penalty: 5880.035645
	Iteration 11F: 3 clusters Score -1.580992e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102404 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -15813337.000000 Penalty: 5880.035645
	Iteration 12Q: 3 clusters Score -1.581334e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104780 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -15815122.000000 Penalty: 5880.035645
	Iteration 13Q: 3 clusters Score -1.581512e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106926 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -15816353.000000 Penalty: 5880.035645
	Iteration 14Q: 3 clusters Score -1.581635e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -15817441.000000 Penalty: 5880.035645
	Iteration 15Q: 3 clusters Score -1.581744e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110747 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -15818345.000000 Penalty: 5880.035645
	Iteration 16Q: 3 clusters Score -1.581834e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112473 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -15818989.000000 Penalty: 5880.035645
	Iteration 17Q: 3 clusters Score -1.581899e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114140 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -15819672.000000 Penalty: 5880.035645
	Iteration 18Q: 3 clusters Score -1.581967e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115711 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -15820337.000000 Penalty: 5880.035645
	Iteration 19Q: 3 clusters Score -1.582034e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -15820793.000000 Penalty: 5880.035645
	Iteration 20F: 3 clusters Score -1.582079e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118386 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -15821153.000000 Penalty: 5880.035645
	Iteration 21Q: 3 clusters Score -1.582115e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -15821520.000000 Penalty: 5880.035645
	Iteration 22Q: 3 clusters Score -1.582152e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120540 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -15821860.000000 Penalty: 5880.035645
	Iteration 23Q: 3 clusters Score -1.582186e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121502 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -15822134.000000 Penalty: 5880.035645
	Iteration 24Q: 3 clusters Score -1.582213e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -15822383.000000 Penalty: 5880.035645
	Iteration 25Q: 3 clusters Score -1.582238e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123212 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -15822607.000000 Penalty: 5880.035645
	Iteration 26Q: 3 clusters Score -1.582261e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -15822799.000000 Penalty: 5880.035645
	Iteration 27Q: 3 clusters Score -1.58228e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124687 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -15822994.000000 Penalty: 5880.035645
	Iteration 28Q: 3 clusters Score -1.582299e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125357 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -15823165.000000 Penalty: 5880.035645
	Iteration 29Q: 3 clusters Score -1.582316e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126034 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -15823285.000000 Penalty: 5880.035645
	Iteration 30Q: 3 clusters Score -1.582328e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126695 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -15823369.000000 Penalty: 5880.035645
	Iteration 31Q: 3 clusters Score -1.582337e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127294 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -15823525.000000 Penalty: 5880.035645
	Iteration 32Q: 3 clusters Score -1.582352e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -15823585.000000 Penalty: 5880.035645
	Iteration 33Q: 3 clusters Score -1.582358e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128252 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -15823653.000000 Penalty: 5880.035645
	Iteration 34Q: 3 clusters Score -1.582365e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -15823793.000000 Penalty: 5880.035645
	Iteration 35Q: 3 clusters Score -1.582379e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129070 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -15823852.000000 Penalty: 5880.035645
	Iteration 36Q: 3 clusters Score -1.582385e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129445 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -15823924.000000 Penalty: 5880.035645
	Iteration 37Q: 3 clusters Score -1.582392e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129814 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -15823980.000000 Penalty: 5880.035645
	Iteration 38Q: 3 clusters Score -1.582398e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130153 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -15824072.000000 Penalty: 5880.035645
	Iteration 39Q: 3 clusters Score -1.582407e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130504 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -15824141.000000 Penalty: 5880.035645
	Iteration 40F: 3 clusters Score -1.582414e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130838 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -15824262.000000 Penalty: 5880.035645
	Iteration 41Q: 3 clusters Score -1.582426e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131163 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -15824291.000000 Penalty: 5880.035645
	Iteration 42Q: 3 clusters Score -1.582429e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131462 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -15824388.000000 Penalty: 5880.035645
	Iteration 43Q: 3 clusters Score -1.582439e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131778 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -15824460.000000 Penalty: 5880.035645
	Iteration 44Q: 3 clusters Score -1.582446e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132076 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -15824520.000000 Penalty: 5880.035645
	Iteration 45Q: 3 clusters Score -1.582452e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132352 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -15824564.000000 Penalty: 5880.035645
	Iteration 46Q: 3 clusters Score -1.582456e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132640 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -15824688.000000 Penalty: 5880.035645
	Iteration 47Q: 3 clusters Score -1.582469e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132926 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -15824777.000000 Penalty: 5880.035645
	Iteration 48Q: 3 clusters Score -1.582478e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133209 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -15824837.000000 Penalty: 5880.035645
	Iteration 49Q: 3 clusters Score -1.582484e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -15824877.000000 Penalty: 5880.035645
	Iteration 50Q: 3 clusters Score -1.582488e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133723 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -15824942.000000 Penalty: 5880.035645
	Iteration 51Q: 3 clusters Score -1.582494e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -15824996.000000 Penalty: 5880.035645
	Iteration 52Q: 3 clusters Score -1.5825e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134210 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -15825058.000000 Penalty: 5880.035645
	Iteration 53Q: 3 clusters Score -1.582506e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134467 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -15825176.000000 Penalty: 5880.035645
	Iteration 54Q: 3 clusters Score -1.582518e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134719 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -15825254.000000 Penalty: 5880.035645
	Iteration 55Q: 3 clusters Score -1.582525e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -15825442.000000 Penalty: 5880.035645
	Iteration 56Q: 3 clusters Score -1.582544e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135232 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -15825645.000000 Penalty: 5880.035645
	Iteration 57Q: 3 clusters Score -1.582564e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135486 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -15825891.000000 Penalty: 5880.035645
	Iteration 58Q: 3 clusters Score -1.582589e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135712 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -15826099.000000 Penalty: 5880.035645
	Iteration 59Q: 3 clusters Score -1.58261e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -15826210.000000 Penalty: 5880.035645
	Iteration 60F: 3 clusters Score -1.582621e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136001 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -15826275.000000 Penalty: 5880.035645
	Iteration 61Q: 3 clusters Score -1.582628e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136071 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -15826283.000000 Penalty: 5880.035645
	Iteration 62Q: 3 clusters Score -1.582628e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136130 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -15826281.000000 Penalty: 5880.035645
	Iteration 63Q: 3 clusters Score -1.582628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -15826299.000000 Penalty: 5880.035645
	Iteration 64Q: 3 clusters Score -1.58263e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136203 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -15826304.000000 Penalty: 5880.035645
	Iteration 65Q: 3 clusters Score -1.58263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136222 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -15826303.000000 Penalty: 5880.035645
	Iteration 66Q: 3 clusters Score -1.58263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136238 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -15826286.000000 Penalty: 5880.035645
	Iteration 67Q: 3 clusters Score -1.582629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136252 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -15826289.000000 Penalty: 5880.035645
	Iteration 68Q: 3 clusters Score -1.582629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -15826290.000000 Penalty: 5880.035645
	Iteration 69Q: 3 clusters Score -1.582629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -15826285.000000 Penalty: 5880.035645
	Iteration 70Q: 3 clusters Score -1.582628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136265 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -15826300.000000 Penalty: 5880.035645
	Iteration 71Q: 3 clusters Score -1.58263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136265 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -15826300.000000 Penalty: 5880.035645
	Iteration 72F: 3 clusters Score -1.58263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -510325.406250 Penalty: 2116.541992
	Iteration 0F: 2 clusters Score -510325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -505848.218750 Penalty: 4233.083984
	Iteration 0F: 3 clusters Score -505848.2 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -507128.812500 Penalty: 4233.083984
	Iteration 1F: 3 clusters Score -507128.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -507539.437500 Penalty: 4233.083984
	Iteration 2F: 3 clusters Score -507539.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -507911.156250 Penalty: 4233.083984
	Iteration 3F: 3 clusters Score -507911.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -508254.156250 Penalty: 4233.083984
	Iteration 4F: 3 clusters Score -508254.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -508520.812500 Penalty: 4233.083984
	Iteration 5F: 3 clusters Score -508520.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -508705.968750 Penalty: 4233.083984
	Iteration 6Q: 3 clusters Score -508706 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -508837.156250 Penalty: 4233.083984
	Iteration 7Q: 3 clusters Score -508837.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -508921.093750 Penalty: 4233.083984
	Iteration 8Q: 3 clusters Score -508921.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -508978.125000 Penalty: 4233.083984
	Iteration 9Q: 3 clusters Score -508978.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -509013.000000 Penalty: 4233.083984
	Iteration 10Q: 3 clusters Score -509013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -509034.531250 Penalty: 4233.083984
	Iteration 11Q: 3 clusters Score -509034.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -509046.093750 Penalty: 4233.083984
	Iteration 12Q: 3 clusters Score -509046.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -509058.187500 Penalty: 4233.083984
	Iteration 13Q: 3 clusters Score -509058.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -509065.843750 Penalty: 4233.083984
	Iteration 14Q: 3 clusters Score -509065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -509073.156250 Penalty: 4233.083984
	Iteration 15Q: 3 clusters Score -509073.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -509080.187500 Penalty: 4233.083984
	Iteration 16Q: 3 clusters Score -509080.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -509092.781250 Penalty: 4233.083984
	Iteration 17Q: 3 clusters Score -509092.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -509109.531250 Penalty: 4233.083984
	Iteration 18Q: 3 clusters Score -509109.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -509123.656250 Penalty: 4233.083984
	Iteration 19Q: 3 clusters Score -509123.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -509140.218750 Penalty: 4233.083984
	Iteration 20F: 3 clusters Score -509140.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -509154.062500 Penalty: 4233.083984
	Iteration 21Q: 3 clusters Score -509154.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -509171.000000 Penalty: 4233.083984
	Iteration 22Q: 3 clusters Score -509171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -509205.406250 Penalty: 4233.083984
	Iteration 23Q: 3 clusters Score -509205.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -509243.593750 Penalty: 4233.083984
	Iteration 24Q: 3 clusters Score -509243.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -509279.218750 Penalty: 4233.083984
	Iteration 25Q: 3 clusters Score -509279.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -509343.687500 Penalty: 4233.083984
	Iteration 26Q: 3 clusters Score -509343.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -509411.906250 Penalty: 4233.083984
	Iteration 27Q: 3 clusters Score -509411.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -509466.343750 Penalty: 4233.083984
	Iteration 28Q: 3 clusters Score -509466.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -509492.062500 Penalty: 4233.083984
	Iteration 29Q: 3 clusters Score -509492.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -509509.687500 Penalty: 4233.083984
	Iteration 30Q: 3 clusters Score -509509.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -509517.250000 Penalty: 4233.083984
	Iteration 31Q: 3 clusters Score -509517.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -509520.406250 Penalty: 4233.083984
	Iteration 32Q: 3 clusters Score -509520.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -509523.500000 Penalty: 4233.083984
	Iteration 33Q: 3 clusters Score -509523.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -509527.125000 Penalty: 4233.083984
	Iteration 34Q: 3 clusters Score -509527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -509529.843750 Penalty: 4233.083984
	Iteration 35Q: 3 clusters Score -509529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -509530.093750 Penalty: 4233.083984
	Iteration 36Q: 3 clusters Score -509530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -509531.312500 Penalty: 4233.083984
	Iteration 37Q: 3 clusters Score -509531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -509530.968750 Penalty: 4233.083984
	Iteration 38Q: 3 clusters Score -509531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -509531.843750 Penalty: 4233.083984
	Iteration 39Q: 3 clusters Score -509531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -509530.781250 Penalty: 4233.083984
	Iteration 40F: 3 clusters Score -509530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Entering Unmasked Estep 
Score: -1800987.750000 Penalty: 2413.562256
	Iteration 0F: 2 clusters Score -1800988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1788949.875000 Penalty: 4827.124512
	Iteration 0F: 3 clusters Score -1788950 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1793060.625000 Penalty: 4827.124512
	Iteration 1F: 3 clusters Score -1793061 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1793535.625000 Penalty: 4827.124512
	Iteration 2F: 3 clusters Score -1793536 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1793973.000000 Penalty: 4827.124512
	Iteration 3F: 3 clusters Score -1793973 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1794388.625000 Penalty: 4827.124512
	Iteration 4F: 3 clusters Score -1794389 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1794769.125000 Penalty: 4827.124512
	Iteration 5Q: 3 clusters Score -1794769 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1795124.750000 Penalty: 4827.124512
	Iteration 6Q: 3 clusters Score -1795125 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1795457.750000 Penalty: 4827.124512
	Iteration 7Q: 3 clusters Score -1795458 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1795732.875000 Penalty: 4827.124512
	Iteration 8Q: 3 clusters Score -1795733 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1795954.000000 Penalty: 4827.124512
	Iteration 9Q: 3 clusters Score -1795954 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1796136.875000 Penalty: 4827.124512
	Iteration 10Q: 3 clusters Score -1796137 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1796292.875000 Penalty: 4827.124512
	Iteration 11Q: 3 clusters Score -1796293 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1796422.625000 Penalty: 4827.124512
	Iteration 12Q: 3 clusters Score -1796423 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1796540.375000 Penalty: 4827.124512
	Iteration 13Q: 3 clusters Score -1796540 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1796669.375000 Penalty: 4827.124512
	Iteration 14Q: 3 clusters Score -1796669 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1796792.875000 Penalty: 4827.124512
	Iteration 15Q: 3 clusters Score -1796793 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1796926.625000 Penalty: 4827.124512
	Iteration 16Q: 3 clusters Score -1796927 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1797087.375000 Penalty: 4827.124512
	Iteration 17Q: 3 clusters Score -1797087 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1797292.250000 Penalty: 4827.124512
	Iteration 18Q: 3 clusters Score -1797292 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1797535.125000 Penalty: 4827.124512
	Iteration 19Q: 3 clusters Score -1797535 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1797796.750000 Penalty: 4827.124512
	Iteration 20F: 3 clusters Score -1797797 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1798023.250000 Penalty: 4827.124512
	Iteration 21Q: 3 clusters Score -1798023 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1798214.500000 Penalty: 4827.124512
	Iteration 22Q: 3 clusters Score -1798214 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1798365.625000 Penalty: 4827.124512
	Iteration 23Q: 3 clusters Score -1798366 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1798492.750000 Penalty: 4827.124512
	Iteration 24Q: 3 clusters Score -1798493 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1798589.500000 Penalty: 4827.124512
	Iteration 25Q: 3 clusters Score -1798590 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1798692.000000 Penalty: 4827.124512
	Iteration 26Q: 3 clusters Score -1798692 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1798771.000000 Penalty: 4827.124512
	Iteration 27Q: 3 clusters Score -1798771 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1798851.375000 Penalty: 4827.124512
	Iteration 28Q: 3 clusters Score -1798851 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1798919.125000 Penalty: 4827.124512
	Iteration 29Q: 3 clusters Score -1798919 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1798984.875000 Penalty: 4827.124512
	Iteration 30Q: 3 clusters Score -1798985 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1799064.250000 Penalty: 4827.124512
	Iteration 31Q: 3 clusters Score -1799064 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1799180.125000 Penalty: 4827.124512
	Iteration 32Q: 3 clusters Score -1799180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1799335.500000 Penalty: 4827.124512
	Iteration 33Q: 3 clusters Score -1799336 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1799516.125000 Penalty: 4827.124512
	Iteration 34Q: 3 clusters Score -1799516 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1799661.875000 Penalty: 4827.124512
	Iteration 35Q: 3 clusters Score -1799662 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1799781.500000 Penalty: 4827.124512
	Iteration 36Q: 3 clusters Score -1799782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1799865.625000 Penalty: 4827.124512
	Iteration 37Q: 3 clusters Score -1799866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1799942.375000 Penalty: 4827.124512
	Iteration 38Q: 3 clusters Score -1799942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1800019.000000 Penalty: 4827.124512
	Iteration 39Q: 3 clusters Score -1800019 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1800112.500000 Penalty: 4827.124512
	Iteration 40F: 3 clusters Score -1800112 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1800213.375000 Penalty: 4827.124512
	Iteration 41Q: 3 clusters Score -1800213 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1800305.625000 Penalty: 4827.124512
	Iteration 42Q: 3 clusters Score -1800306 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1800383.500000 Penalty: 4827.124512
	Iteration 43Q: 3 clusters Score -1800384 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1800459.375000 Penalty: 4827.124512
	Iteration 44Q: 3 clusters Score -1800459 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1800521.250000 Penalty: 4827.124512
	Iteration 45Q: 3 clusters Score -1800521 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1800606 nChanged 86
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Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1800626 nChanged 77
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Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1800648 nChanged 80
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Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1800680 nChanged 76
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Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1800687 nChanged 56
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Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1800703 nChanged 56
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Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1800718 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1800734 nChanged 56
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Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1800738 nChanged 51
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Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1800750 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1800758 nChanged 52
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Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1800769 nChanged 42
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Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1800778 nChanged 36
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Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1800788 nChanged 36
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Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1800792 nChanged 40
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Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1800807 nChanged 40
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Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1800815 nChanged 50
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Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1800830 nChanged 52
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Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1800836 nChanged 49
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Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1800841 nChanged 51
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Mstep: Class 1 contains 11292 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1800854 nChanged 46
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Mstep: Class 1 contains 11246 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1800864 nChanged 48
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Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1800872 nChanged 51
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Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 5703 members 
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	Iteration 70Q: 3 clusters Score -1800889 nChanged 45
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Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 5748 members 
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	Iteration 71Q: 3 clusters Score -1800904 nChanged 44
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Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1800909 nChanged 40
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Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1800916 nChanged 39
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Mstep: Class 1 contains 10981 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1800918 nChanged 34
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Mstep: Class 1 contains 10947 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1800928 nChanged 24
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Mstep: Class 1 contains 10923 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1800930 nChanged 24
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Mstep: Class 1 contains 10899 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1800933 nChanged 23
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Mstep: Class 1 contains 10876 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1800934 nChanged 15
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Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1800937 nChanged 13
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Mstep: Class 1 contains 10848 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1800942 nChanged 9
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Mstep: Class 1 contains 10839 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1800941 nChanged 8
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Mstep: Class 1 contains 10831 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1800940 nChanged 10
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Mstep: Class 1 contains 10821 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1800943 nChanged 12
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Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1800938 nChanged 13
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Mstep: Class 1 contains 10796 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1800941 nChanged 12
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Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1800943 nChanged 11
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Mstep: Class 1 contains 10773 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1800945 nChanged 11
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Mstep: Class 1 contains 10762 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1800949 nChanged 19
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Mstep: Class 1 contains 10743 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1800959 nChanged 19
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Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 6126 members 
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	Iteration 90Q: 3 clusters Score -1800959 nChanged 14
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Mstep: Class 1 contains 10710 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1800956 nChanged 17
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Mstep: Class 1 contains 10693 members 
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	Iteration 92Q: 3 clusters Score -1800963 nChanged 15
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Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 6172 members 
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	Iteration 93Q: 3 clusters Score -1800966 nChanged 13
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Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 6185 members 
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	Iteration 94Q: 3 clusters Score -1800967 nChanged 14
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Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1800970 nChanged 9
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Mstep: Class 1 contains 10642 members 
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	Iteration 96Q: 3 clusters Score -1800969 nChanged 17
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Mstep: Class 1 contains 10625 members 
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	Iteration 97Q: 3 clusters Score -1800969 nChanged 26
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Mstep: Class 1 contains 10599 members 
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	Iteration 98Q: 3 clusters Score -1800977 nChanged 24
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Mstep: Class 1 contains 10575 members 
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	Iteration 99Q: 3 clusters Score -1800981 nChanged 21
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Mstep: Class 1 contains 10554 members 
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	Iteration 100F: 3 clusters Score -1800981 nChanged 15
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Mstep: Class 1 contains 10539 members 
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	Iteration 101Q: 3 clusters Score -1800984 nChanged 22
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Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6333 members 
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	Iteration 102Q: 3 clusters Score -1800987 nChanged 27
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Mstep: Class 1 contains 10490 members 
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	Iteration 103Q: 3 clusters Score -1800996 nChanged 21
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Mstep: Class 1 contains 10469 members 
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	Iteration 104Q: 3 clusters Score -1800998 nChanged 25
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Mstep: Class 1 contains 10444 members 
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	Iteration 105Q: 3 clusters Score -1801002 nChanged 26
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Mstep: Class 1 contains 10418 members 
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	Iteration 106Q: 3 clusters Score -1801006 nChanged 32
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Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6464 members 
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	Iteration 107Q: 3 clusters Score -1801010 nChanged 26
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Mstep: Class 1 contains 10360 members 
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	Iteration 108Q: 3 clusters Score -1801016 nChanged 25
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Mstep: Class 1 contains 10335 members 
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	Iteration 109Q: 3 clusters Score -1801018 nChanged 27
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Mstep: Class 1 contains 10308 members 
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	Iteration 110Q: 3 clusters Score -1801023 nChanged 27
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Mstep: Class 1 contains 10281 members 
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	Iteration 111Q: 3 clusters Score -1801023 nChanged 28
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Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1801031 nChanged 31
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Mstep: Class 1 contains 10222 members 
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	Iteration 113Q: 3 clusters Score -1801031 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6659 members 
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	Iteration 114Q: 3 clusters Score -1801041 nChanged 27
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Mstep: Class 1 contains 10164 members 
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Entering Unmasked Estep 
Score: -1801051.625000 Penalty: 4827.124512
	Iteration 115Q: 3 clusters Score -1801052 nChanged 27
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Mstep: Class 1 contains 10137 members 
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	Iteration 116Q: 3 clusters Score -1801048 nChanged 20
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Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6733 members 
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	Iteration 117Q: 3 clusters Score -1801047 nChanged 13
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Mstep: Class 1 contains 10104 members 
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	Iteration 118Q: 3 clusters Score -1801048 nChanged 14
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Mstep: Class 1 contains 10090 members 
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	Iteration 119Q: 3 clusters Score -1801054 nChanged 20
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Mstep: Class 1 contains 10070 members 
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Score: -1801055.500000 Penalty: 4827.124512
	Iteration 120F: 3 clusters Score -1801056 nChanged 16
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Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 6796 members 
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	Iteration 121Q: 3 clusters Score -1801055 nChanged 17
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Mstep: Class 1 contains 10037 members 
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	Iteration 122Q: 3 clusters Score -1801057 nChanged 11
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Mstep: Class 1 contains 10026 members 
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	Iteration 123Q: 3 clusters Score -1801060 nChanged 12
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Mstep: Class 1 contains 10014 members 
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	Iteration 124Q: 3 clusters Score -1801063 nChanged 5
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Mstep: Class 1 contains 10009 members 
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	Iteration 125Q: 3 clusters Score -1801066 nChanged 5
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Mstep: Class 1 contains 10004 members 
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	Iteration 126Q: 3 clusters Score -1801067 nChanged 10
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Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 6856 members 
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	Iteration 127Q: 3 clusters Score -1801068 nChanged 8
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Mstep: Class 1 contains 9986 members 
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	Iteration 128Q: 3 clusters Score -1801070 nChanged 9
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Mstep: Class 1 contains 9977 members 
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Score: -1801071.375000 Penalty: 4827.124512
	Iteration 129Q: 3 clusters Score -1801071 nChanged 11
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Mstep: Class 1 contains 9966 members 
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	Iteration 130Q: 3 clusters Score -1801071 nChanged 10
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Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 6894 members 
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	Iteration 131Q: 3 clusters Score -1801069 nChanged 9
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Mstep: Class 1 contains 9947 members 
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	Iteration 132Q: 3 clusters Score -1801072 nChanged 11
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Mstep: Class 1 contains 9936 members 
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	Iteration 133Q: 3 clusters Score -1801073 nChanged 9
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Mstep: Class 1 contains 9927 members 
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	Iteration 134Q: 3 clusters Score -1801076 nChanged 9
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Mstep: Class 1 contains 9918 members 
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	Iteration 135Q: 3 clusters Score -1801076 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9909 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1801072 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9899 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1801078 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9888 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1801075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1801073.625000 Penalty: 4827.124512
	Iteration 139Q: 3 clusters Score -1801074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1801076.125000 Penalty: 4827.124512
	Iteration 140F: 3 clusters Score -1801076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1801074.875000 Penalty: 4827.124512
	Iteration 141Q: 3 clusters Score -1801075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1801080.750000 Penalty: 4827.124512
	Iteration 142Q: 3 clusters Score -1801081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1801085.375000 Penalty: 4827.124512
	Iteration 143Q: 3 clusters Score -1801085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1801085.250000 Penalty: 4827.124512
	Iteration 144Q: 3 clusters Score -1801085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1801084.375000 Penalty: 4827.124512
	Iteration 145Q: 3 clusters Score -1801084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1801084.625000 Penalty: 4827.124512
	Iteration 146Q: 3 clusters Score -1801085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1801084.250000 Penalty: 4827.124512
	Iteration 147Q: 3 clusters Score -1801084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1801088.375000 Penalty: 4827.124512
	Iteration 148Q: 3 clusters Score -1801088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1801084.375000 Penalty: 4827.124512
	Iteration 149Q: 3 clusters Score -1801084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1801084.625000 Penalty: 4827.124512
	Iteration 150Q: 3 clusters Score -1801085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1801087.875000 Penalty: 4827.124512
	Iteration 151Q: 3 clusters Score -1801088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1801090.000000 Penalty: 4827.124512
	Iteration 152Q: 3 clusters Score -1801090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1801090.000000 Penalty: 4827.124512
	Iteration 153F: 3 clusters Score -1801090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 9783 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 7067 members 
Entering Unmasked Estep 
Score: -139278816.000000 Penalty: 209383.000000
Splitting cluster 8 changes total score from -139279488.000000 to -139278816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (109519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Entering Unmasked Estep 
Score: -12326683.000000 Penalty: 2877.755615
	Iteration 0F: 2 clusters Score -1.232668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -12253475.000000 Penalty: 5755.511230
	Iteration 0F: 3 clusters Score -1.225348e+07 nChanged 51996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -12284306.000000 Penalty: 5755.511230
	Iteration 1F: 3 clusters Score -1.228431e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -12286086.000000 Penalty: 5755.511230
	Iteration 2Q: 3 clusters Score -1.228609e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -12288773.000000 Penalty: 5755.511230
	Iteration 3F: 3 clusters Score -1.228877e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -12292567.000000 Penalty: 5755.511230
	Iteration 4F: 3 clusters Score -1.229257e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -12298336.000000 Penalty: 5755.511230
	Iteration 5F: 3 clusters Score -1.229834e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -12305409.000000 Penalty: 5755.511230
	Iteration 6F: 3 clusters Score -1.230541e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -12312290.000000 Penalty: 5755.511230
	Iteration 7F: 3 clusters Score -1.231229e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -12317356.000000 Penalty: 5755.511230
	Iteration 8F: 3 clusters Score -1.231736e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 102847 members 
Entering Unmasked Estep 
Score: -12320600.000000 Penalty: 5755.511230
	Iteration 9Q: 3 clusters Score -1.23206e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 105003 members 
Entering Unmasked Estep 
Score: -12322583.000000 Penalty: 5755.511230
	Iteration 10Q: 3 clusters Score -1.232258e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 106214 members 
Entering Unmasked Estep 
Score: -12323609.000000 Penalty: 5755.511230
	Iteration 11Q: 3 clusters Score -1.232361e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -12324153.000000 Penalty: 5755.511230
	Iteration 12Q: 3 clusters Score -1.232415e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -12324455.000000 Penalty: 5755.511230
	Iteration 13Q: 3 clusters Score -1.232446e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -12324617.000000 Penalty: 5755.511230
	Iteration 14Q: 3 clusters Score -1.232462e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -12324701.000000 Penalty: 5755.511230
	Iteration 15Q: 3 clusters Score -1.23247e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 107749 members 
Entering Unmasked Estep 
Score: -12324775.000000 Penalty: 5755.511230
	Iteration 16Q: 3 clusters Score -1.232478e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 107824 members 
Entering Unmasked Estep 
Score: -12324807.000000 Penalty: 5755.511230
	Iteration 17Q: 3 clusters Score -1.232481e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -12324826.000000 Penalty: 5755.511230
	Iteration 18Q: 3 clusters Score -1.232483e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 107915 members 
Entering Unmasked Estep 
Score: -12324863.000000 Penalty: 5755.511230
	Iteration 19Q: 3 clusters Score -1.232486e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -12324877.000000 Penalty: 5755.511230
	Iteration 20F: 3 clusters Score -1.232488e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -12324885.000000 Penalty: 5755.511230
	Iteration 21Q: 3 clusters Score -1.232488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -12324911.000000 Penalty: 5755.511230
	Iteration 22Q: 3 clusters Score -1.232491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -12324931.000000 Penalty: 5755.511230
	Iteration 23Q: 3 clusters Score -1.232493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -12324943.000000 Penalty: 5755.511230
	Iteration 24Q: 3 clusters Score -1.232494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 108045 members 
Entering Unmasked Estep 
Score: -12324969.000000 Penalty: 5755.511230
	Iteration 25Q: 3 clusters Score -1.232497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 108059 members 
Entering Unmasked Estep 
Score: -12324954.000000 Penalty: 5755.511230
	Iteration 26Q: 3 clusters Score -1.232495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -12324964.000000 Penalty: 5755.511230
	Iteration 27Q: 3 clusters Score -1.232496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 108082 members 
Entering Unmasked Estep 
Score: -12324963.000000 Penalty: 5755.511230
	Iteration 28Q: 3 clusters Score -1.232496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 108088 members 
Entering Unmasked Estep 
Score: -12324970.000000 Penalty: 5755.511230
	Iteration 29Q: 3 clusters Score -1.232497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 108085 members 
Entering Unmasked Estep 
Score: -12324968.000000 Penalty: 5755.511230
	Iteration 30Q: 3 clusters Score -1.232497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -12324967.000000 Penalty: 5755.511230
	Iteration 31Q: 3 clusters Score -1.232497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 108092 members 
Entering Unmasked Estep 
Score: -12324963.000000 Penalty: 5755.511230
	Iteration 32Q: 3 clusters Score -1.232496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 108094 members 
Entering Unmasked Estep 
Score: -12324960.000000 Penalty: 5755.511230
	Iteration 33Q: 3 clusters Score -1.232496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 108092 members 
Entering Unmasked Estep 
Score: -12324972.000000 Penalty: 5755.511230
	Iteration 34Q: 3 clusters Score -1.232497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 108094 members 
Entering Unmasked Estep 
Score: -12324979.000000 Penalty: 5755.511230
	Iteration 35Q: 3 clusters Score -1.232498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -12324967.000000 Penalty: 5755.511230
	Iteration 36Q: 3 clusters Score -1.232497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -12324972.000000 Penalty: 5755.511230
	Iteration 37Q: 3 clusters Score -1.232497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -12324974.000000 Penalty: 5755.511230
	Iteration 38Q: 3 clusters Score -1.232497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
Score: -12324976.000000 Penalty: 5755.511230
	Iteration 39Q: 3 clusters Score -1.232498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
Score: -12324976.000000 Penalty: 5755.511230
	Iteration 40F: 3 clusters Score -1.232498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -144413.593750 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -144413.6 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 760 members 
Entering Unmasked Estep 
Score: -142250.156250 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -142250.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142718.953125 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -142719 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -142957.734375 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -142957.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -143253.531250 Penalty: 3605.729736
	Iteration 3F: 3 clusters Score -143253.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143608.140625 Penalty: 3605.729736
	Iteration 4F: 3 clusters Score -143608.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -143795.750000 Penalty: 3605.729736
	Iteration 5F: 3 clusters Score -143795.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -143916.750000 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -143916.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143999.859375 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -143999.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144080.390625 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -144080.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144268.984375 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -144269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144340.093750 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -144340.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144368.093750 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -144368.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -144393.437500 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -144393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -144418.468750 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -144418.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -144444.937500 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -144444.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -144472.656250 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -144472.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -144495.890625 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -144495.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -144516.406250 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -144516.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -144537.093750 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -144537.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -144567.203125 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -144567.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -144608.734375 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -144608.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -144644.109375 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -144644.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -144678.546875 Penalty: 3605.729736
	Iteration 22Q: 3 clusters Score -144678.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -144709.984375 Penalty: 3605.729736
	Iteration 23Q: 3 clusters Score -144710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144723.750000 Penalty: 3605.729736
	Iteration 24Q: 3 clusters Score -144723.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -144753.703125 Penalty: 3605.729736
	Iteration 25Q: 3 clusters Score -144753.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -144768.234375 Penalty: 3605.729736
	Iteration 26Q: 3 clusters Score -144768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -144774.015625 Penalty: 3605.729736
	Iteration 27Q: 3 clusters Score -144774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -144778.453125 Penalty: 3605.729736
	Iteration 28Q: 3 clusters Score -144778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -144790.312500 Penalty: 3605.729736
	Iteration 29Q: 3 clusters Score -144790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -144797.468750 Penalty: 3605.729736
	Iteration 30Q: 3 clusters Score -144797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -144800.359375 Penalty: 3605.729736
	Iteration 31Q: 3 clusters Score -144800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -144805.671875 Penalty: 3605.729736
	Iteration 32Q: 3 clusters Score -144805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -144807.593750 Penalty: 3605.729736
	Iteration 33Q: 3 clusters Score -144807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -144810.218750 Penalty: 3605.729736
	Iteration 34Q: 3 clusters Score -144810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -144810.218750 Penalty: 3605.729736
	Iteration 35F: 3 clusters Score -144810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 449 members 
Entering Unmasked Estep 
Score: -139278208.000000 Penalty: 209383.000000
Splitting cluster 10 changes total score from -139279488.000000 to -139278208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Entering Unmasked Estep 
Score: -679240.375000 Penalty: 2192.607422
	Iteration 0F: 2 clusters Score -679240.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -673508.937500 Penalty: 4385.214844
	Iteration 0F: 3 clusters Score -673508.9 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -675108.312500 Penalty: 4385.214844
	Iteration 1F: 3 clusters Score -675108.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -675410.812500 Penalty: 4385.214844
	Iteration 2F: 3 clusters Score -675410.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -675596.437500 Penalty: 4385.214844
	Iteration 3F: 3 clusters Score -675596.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -675744.812500 Penalty: 4385.214844
	Iteration 4Q: 3 clusters Score -675744.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -675874.250000 Penalty: 4385.214844
	Iteration 5Q: 3 clusters Score -675874.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -675975.500000 Penalty: 4385.214844
	Iteration 6Q: 3 clusters Score -675975.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -676097.500000 Penalty: 4385.214844
	Iteration 7Q: 3 clusters Score -676097.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -676214.062500 Penalty: 4385.214844
	Iteration 8Q: 3 clusters Score -676214.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -676341.625000 Penalty: 4385.214844
	Iteration 9Q: 3 clusters Score -676341.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -676476.062500 Penalty: 4385.214844
	Iteration 10Q: 3 clusters Score -676476.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -676610.562500 Penalty: 4385.214844
	Iteration 11Q: 3 clusters Score -676610.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -676721.562500 Penalty: 4385.214844
	Iteration 12Q: 3 clusters Score -676721.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -676828.562500 Penalty: 4385.214844
	Iteration 13Q: 3 clusters Score -676828.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -676957.250000 Penalty: 4385.214844
	Iteration 14Q: 3 clusters Score -676957.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -677078.312500 Penalty: 4385.214844
	Iteration 15Q: 3 clusters Score -677078.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -677182.187500 Penalty: 4385.214844
	Iteration 16Q: 3 clusters Score -677182.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -677274.062500 Penalty: 4385.214844
	Iteration 17Q: 3 clusters Score -677274.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -677351.812500 Penalty: 4385.214844
	Iteration 18Q: 3 clusters Score -677351.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -677415.812500 Penalty: 4385.214844
	Iteration 19Q: 3 clusters Score -677415.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -677463.812500 Penalty: 4385.214844
	Iteration 20F: 3 clusters Score -677463.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -677512.250000 Penalty: 4385.214844
	Iteration 21Q: 3 clusters Score -677512.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -677552.125000 Penalty: 4385.214844
	Iteration 22Q: 3 clusters Score -677552.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -677610.375000 Penalty: 4385.214844
	Iteration 23Q: 3 clusters Score -677610.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -677656.875000 Penalty: 4385.214844
	Iteration 24Q: 3 clusters Score -677656.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -677695.625000 Penalty: 4385.214844
	Iteration 25Q: 3 clusters Score -677695.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -677723.687500 Penalty: 4385.214844
	Iteration 26Q: 3 clusters Score -677723.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -677745.812500 Penalty: 4385.214844
	Iteration 27Q: 3 clusters Score -677745.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -677762.375000 Penalty: 4385.214844
	Iteration 28Q: 3 clusters Score -677762.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -677783.437500 Penalty: 4385.214844
	Iteration 29Q: 3 clusters Score -677783.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -677803.625000 Penalty: 4385.214844
	Iteration 30Q: 3 clusters Score -677803.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -677820.375000 Penalty: 4385.214844
	Iteration 31Q: 3 clusters Score -677820.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -677830.937500 Penalty: 4385.214844
	Iteration 32Q: 3 clusters Score -677830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -677836.312500 Penalty: 4385.214844
	Iteration 33Q: 3 clusters Score -677836.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -677840.812500 Penalty: 4385.214844
	Iteration 34Q: 3 clusters Score -677840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -677845.687500 Penalty: 4385.214844
	Iteration 35Q: 3 clusters Score -677845.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -677850.250000 Penalty: 4385.214844
	Iteration 36Q: 3 clusters Score -677850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -677851.500000 Penalty: 4385.214844
	Iteration 37Q: 3 clusters Score -677851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -677852.625000 Penalty: 4385.214844
	Iteration 38Q: 3 clusters Score -677852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -677854.187500 Penalty: 4385.214844
	Iteration 39Q: 3 clusters Score -677854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -677854.687500 Penalty: 4385.214844
	Iteration 40F: 3 clusters Score -677854.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -677856.062500 Penalty: 4385.214844
	Iteration 41Q: 3 clusters Score -677856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -677859.062500 Penalty: 4385.214844
	Iteration 42Q: 3 clusters Score -677859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -677860.250000 Penalty: 4385.214844
	Iteration 43Q: 3 clusters Score -677860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -677862.437500 Penalty: 4385.214844
	Iteration 44Q: 3 clusters Score -677862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -677864.500000 Penalty: 4385.214844
	Iteration 45Q: 3 clusters Score -677864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -677865.437500 Penalty: 4385.214844
	Iteration 46Q: 3 clusters Score -677865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -677867.562500 Penalty: 4385.214844
	Iteration 47Q: 3 clusters Score -677867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -677868.062500 Penalty: 4385.214844
	Iteration 48Q: 3 clusters Score -677868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -677868.062500 Penalty: 4385.214844
	Iteration 49F: 3 clusters Score -677868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Entering Unmasked Estep 
Score: -710356.812500 Penalty: 2179.306152
	Iteration 0F: 2 clusters Score -710356.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -704924.750000 Penalty: 4358.612305
	Iteration 0F: 3 clusters Score -704924.8 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -706310.250000 Penalty: 4358.612305
	Iteration 1F: 3 clusters Score -706310.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -706538.625000 Penalty: 4358.612305
	Iteration 2F: 3 clusters Score -706538.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -706696.062500 Penalty: 4358.612305
	Iteration 3Q: 3 clusters Score -706696.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -706854.000000 Penalty: 4358.612305
	Iteration 4Q: 3 clusters Score -706854 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -707058.875000 Penalty: 4358.612305
	Iteration 5Q: 3 clusters Score -707058.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -707304.250000 Penalty: 4358.612305
	Iteration 6Q: 3 clusters Score -707304.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -707542.750000 Penalty: 4358.612305
	Iteration 7Q: 3 clusters Score -707542.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -707760.937500 Penalty: 4358.612305
	Iteration 8Q: 3 clusters Score -707760.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -707983.562500 Penalty: 4358.612305
	Iteration 9Q: 3 clusters Score -707983.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -708196.625000 Penalty: 4358.612305
	Iteration 10Q: 3 clusters Score -708196.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -708438.062500 Penalty: 4358.612305
	Iteration 11Q: 3 clusters Score -708438.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -708679.687500 Penalty: 4358.612305
	Iteration 12Q: 3 clusters Score -708679.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -708946.000000 Penalty: 4358.612305
	Iteration 13Q: 3 clusters Score -708946 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -709216.312500 Penalty: 4358.612305
	Iteration 14Q: 3 clusters Score -709216.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -709433.437500 Penalty: 4358.612305
	Iteration 15Q: 3 clusters Score -709433.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -709652.187500 Penalty: 4358.612305
	Iteration 16Q: 3 clusters Score -709652.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -709862.250000 Penalty: 4358.612305
	Iteration 17Q: 3 clusters Score -709862.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -710023.187500 Penalty: 4358.612305
	Iteration 18Q: 3 clusters Score -710023.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -710105.750000 Penalty: 4358.612305
	Iteration 19Q: 3 clusters Score -710105.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -710138.000000 Penalty: 4358.612305
	Iteration 20F: 3 clusters Score -710138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -710151.125000 Penalty: 4358.612305
	Iteration 21Q: 3 clusters Score -710151.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -710158.437500 Penalty: 4358.612305
	Iteration 22Q: 3 clusters Score -710158.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -710161.937500 Penalty: 4358.612305
	Iteration 23Q: 3 clusters Score -710161.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -710163.187500 Penalty: 4358.612305
	Iteration 24Q: 3 clusters Score -710163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -710162.812500 Penalty: 4358.612305
	Iteration 25Q: 3 clusters Score -710162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -710162.750000 Penalty: 4358.612305
	Iteration 26Q: 3 clusters Score -710162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -710165.437500 Penalty: 4358.612305
	Iteration 27Q: 3 clusters Score -710165.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -710165.437500 Penalty: 4358.612305
	Iteration 28F: 3 clusters Score -710165.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Entering Unmasked Estep 
Score: -1767443.875000 Penalty: 2394.589600
	Iteration 0F: 2 clusters Score -1767444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1756242.375000 Penalty: 4789.179199
	Iteration 0F: 3 clusters Score -1756242 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1759867.000000 Penalty: 4789.179199
	Iteration 1F: 3 clusters Score -1759867 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1760258.750000 Penalty: 4789.179199
	Iteration 2F: 3 clusters Score -1760259 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1760616.250000 Penalty: 4789.179199
	Iteration 3Q: 3 clusters Score -1760616 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1761061.375000 Penalty: 4789.179199
	Iteration 4Q: 3 clusters Score -1761061 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1761815.000000 Penalty: 4789.179199
	Iteration 5F: 3 clusters Score -1761815 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1762954.375000 Penalty: 4789.179199
	Iteration 6F: 3 clusters Score -1762954 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1764036.125000 Penalty: 4789.179199
	Iteration 7F: 3 clusters Score -1764036 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1764910.250000 Penalty: 4789.179199
	Iteration 8F: 3 clusters Score -1764910 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1765677.000000 Penalty: 4789.179199
	Iteration 9F: 3 clusters Score -1765677 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1766297.250000 Penalty: 4789.179199
	Iteration 10Q: 3 clusters Score -1766297 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1766680.625000 Penalty: 4789.179199
	Iteration 11Q: 3 clusters Score -1766681 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1766889.875000 Penalty: 4789.179199
	Iteration 12Q: 3 clusters Score -1766890 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1767025.000000 Penalty: 4789.179199
	Iteration 13Q: 3 clusters Score -1767025 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1767108.375000 Penalty: 4789.179199
	Iteration 14Q: 3 clusters Score -1767108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1767162.875000 Penalty: 4789.179199
	Iteration 15Q: 3 clusters Score -1767163 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1767194.875000 Penalty: 4789.179199
	Iteration 16Q: 3 clusters Score -1767195 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1767226.250000 Penalty: 4789.179199
	Iteration 17Q: 3 clusters Score -1767226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1767252.250000 Penalty: 4789.179199
	Iteration 18Q: 3 clusters Score -1767252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1767271.875000 Penalty: 4789.179199
	Iteration 19Q: 3 clusters Score -1767272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1767268.125000 Penalty: 4789.179199
	Iteration 20F: 3 clusters Score -1767268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1767278.875000 Penalty: 4789.179199
	Iteration 21Q: 3 clusters Score -1767279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1767281.750000 Penalty: 4789.179199
	Iteration 22Q: 3 clusters Score -1767282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1767285.750000 Penalty: 4789.179199
	Iteration 23Q: 3 clusters Score -1767286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1767292.625000 Penalty: 4789.179199
	Iteration 24Q: 3 clusters Score -1767293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1767298.250000 Penalty: 4789.179199
	Iteration 25Q: 3 clusters Score -1767298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1767295.500000 Penalty: 4789.179199
	Iteration 26Q: 3 clusters Score -1767296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1767304.375000 Penalty: 4789.179199
	Iteration 27Q: 3 clusters Score -1767304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1767307.875000 Penalty: 4789.179199
	Iteration 28Q: 3 clusters Score -1767308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1767308.125000 Penalty: 4789.179199
	Iteration 29Q: 3 clusters Score -1767308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1767312.125000 Penalty: 4789.179199
	Iteration 30Q: 3 clusters Score -1767312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1767321.500000 Penalty: 4789.179199
	Iteration 31Q: 3 clusters Score -1767322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1767319.875000 Penalty: 4789.179199
	Iteration 32Q: 3 clusters Score -1767320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1767318.125000 Penalty: 4789.179199
	Iteration 33Q: 3 clusters Score -1767318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1767319.375000 Penalty: 4789.179199
	Iteration 34Q: 3 clusters Score -1767319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1767321.250000 Penalty: 4789.179199
	Iteration 35Q: 3 clusters Score -1767321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1767322.000000 Penalty: 4789.179199
	Iteration 36Q: 3 clusters Score -1767322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1767322.500000 Penalty: 4789.179199
	Iteration 37Q: 3 clusters Score -1767322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1767325.250000 Penalty: 4789.179199
	Iteration 38Q: 3 clusters Score -1767325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1767324.500000 Penalty: 4789.179199
	Iteration 39Q: 3 clusters Score -1767324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1767324.625000 Penalty: 4789.179199
	Iteration 40F: 3 clusters Score -1767325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1767323.250000 Penalty: 4789.179199
	Iteration 41Q: 3 clusters Score -1767323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1767323.250000 Penalty: 4789.179199
	Iteration 42Q: 3 clusters Score -1767323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1767324.750000 Penalty: 4789.179199
	Iteration 43Q: 3 clusters Score -1767325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1767327.250000 Penalty: 4789.179199
	Iteration 44Q: 3 clusters Score -1767327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1767329.750000 Penalty: 4789.179199
	Iteration 45Q: 3 clusters Score -1767330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1767326.875000 Penalty: 4789.179199
	Iteration 46Q: 3 clusters Score -1767327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1767331.625000 Penalty: 4789.179199
	Iteration 47Q: 3 clusters Score -1767332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1767330.875000 Penalty: 4789.179199
	Iteration 48Q: 3 clusters Score -1767331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1767331.375000 Penalty: 4789.179199
	Iteration 49Q: 3 clusters Score -1767331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1767335.000000 Penalty: 4789.179199
	Iteration 50Q: 3 clusters Score -1767335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1767334.250000 Penalty: 4789.179199
	Iteration 51Q: 3 clusters Score -1767334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1767338.875000 Penalty: 4789.179199
	Iteration 52Q: 3 clusters Score -1767339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1767337.625000 Penalty: 4789.179199
	Iteration 53Q: 3 clusters Score -1767338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1767340.500000 Penalty: 4789.179199
	Iteration 54Q: 3 clusters Score -1767340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1767340.500000 Penalty: 4789.179199
	Iteration 55Q: 3 clusters Score -1767340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1767337.875000 Penalty: 4789.179199
	Iteration 56Q: 3 clusters Score -1767338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1767337.625000 Penalty: 4789.179199
	Iteration 57Q: 3 clusters Score -1767338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1767339.250000 Penalty: 4789.179199
	Iteration 58Q: 3 clusters Score -1767339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1767339.250000 Penalty: 4789.179199
	Iteration 59F: 3 clusters Score -1767339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Entering Unmasked Estep 
Score: -1072323.750000 Penalty: 2272.225586
	Iteration 0F: 2 clusters Score -1072324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1064966.250000 Penalty: 4544.451172
	Iteration 0F: 3 clusters Score -1064966 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1067071.625000 Penalty: 4544.451172
	Iteration 1F: 3 clusters Score -1067072 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1067327.250000 Penalty: 4544.451172
	Iteration 2F: 3 clusters Score -1067327 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1067526.500000 Penalty: 4544.451172
	Iteration 3Q: 3 clusters Score -1067526 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1067674.375000 Penalty: 4544.451172
	Iteration 4Q: 3 clusters Score -1067674 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1067776.625000 Penalty: 4544.451172
	Iteration 5Q: 3 clusters Score -1067777 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1067849.625000 Penalty: 4544.451172
	Iteration 6Q: 3 clusters Score -1067850 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1067913.375000 Penalty: 4544.451172
	Iteration 7Q: 3 clusters Score -1067913 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1067971.500000 Penalty: 4544.451172
	Iteration 8Q: 3 clusters Score -1067972 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1068023.875000 Penalty: 4544.451172
	Iteration 9Q: 3 clusters Score -1068024 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1068075.875000 Penalty: 4544.451172
	Iteration 10Q: 3 clusters Score -1068076 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1068146.875000 Penalty: 4544.451172
	Iteration 11Q: 3 clusters Score -1068147 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1068231.250000 Penalty: 4544.451172
	Iteration 12Q: 3 clusters Score -1068231 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1068326.625000 Penalty: 4544.451172
	Iteration 13Q: 3 clusters Score -1068327 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1068454.625000 Penalty: 4544.451172
	Iteration 14Q: 3 clusters Score -1068455 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1068625.250000 Penalty: 4544.451172
	Iteration 15Q: 3 clusters Score -1068625 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1068833.375000 Penalty: 4544.451172
	Iteration 16Q: 3 clusters Score -1068833 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1069062.375000 Penalty: 4544.451172
	Iteration 17Q: 3 clusters Score -1069062 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1069322.375000 Penalty: 4544.451172
	Iteration 18Q: 3 clusters Score -1069322 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1069573.000000 Penalty: 4544.451172
	Iteration 19Q: 3 clusters Score -1069573 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1069816.375000 Penalty: 4544.451172
	Iteration 20F: 3 clusters Score -1069816 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1070061.875000 Penalty: 4544.451172
	Iteration 21Q: 3 clusters Score -1070062 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1070296.750000 Penalty: 4544.451172
	Iteration 22Q: 3 clusters Score -1070297 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1070543.000000 Penalty: 4544.451172
	Iteration 23Q: 3 clusters Score -1070543 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1070821.750000 Penalty: 4544.451172
	Iteration 24Q: 3 clusters Score -1070822 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1071120.875000 Penalty: 4544.451172
	Iteration 25Q: 3 clusters Score -1071121 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1071440.625000 Penalty: 4544.451172
	Iteration 26Q: 3 clusters Score -1071441 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1071668.000000 Penalty: 4544.451172
	Iteration 27Q: 3 clusters Score -1071668 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1071809.750000 Penalty: 4544.451172
	Iteration 28Q: 3 clusters Score -1071810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1071907.375000 Penalty: 4544.451172
	Iteration 29Q: 3 clusters Score -1071907 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1071954.250000 Penalty: 4544.451172
	Iteration 30Q: 3 clusters Score -1071954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1071972.875000 Penalty: 4544.451172
	Iteration 31Q: 3 clusters Score -1071973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1071984.125000 Penalty: 4544.451172
	Iteration 32Q: 3 clusters Score -1071984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1071987.500000 Penalty: 4544.451172
	Iteration 33Q: 3 clusters Score -1071988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1071992.875000 Penalty: 4544.451172
	Iteration 34Q: 3 clusters Score -1071993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1071992.875000 Penalty: 4544.451172
	Iteration 35Q: 3 clusters Score -1071993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1071993.875000 Penalty: 4544.451172
	Iteration 36Q: 3 clusters Score -1071994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1071992.875000 Penalty: 4544.451172
	Iteration 37Q: 3 clusters Score -1071993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1071994.875000 Penalty: 4544.451172
	Iteration 38Q: 3 clusters Score -1071995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1071994.500000 Penalty: 4544.451172
	Iteration 39Q: 3 clusters Score -1071994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1071993.750000 Penalty: 4544.451172
	Iteration 40F: 3 clusters Score -1071994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1071993.625000 Penalty: 4544.451172
	Iteration 41Q: 3 clusters Score -1071994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1071993.625000 Penalty: 4544.451172
	Iteration 42F: 3 clusters Score -1071994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (213196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213196 members 
Entering Unmasked Estep 
Score: -24485746.000000 Penalty: 3042.951904
	Iteration 0F: 2 clusters Score -2.448575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 107050 members 
Entering Unmasked Estep 
Score: -24362846.000000 Penalty: 6085.903809
	Iteration 0F: 3 clusters Score -2.436285e+07 nChanged 102923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 114329 members 
Entering Unmasked Estep 
Score: -24423354.000000 Penalty: 6085.903809
	Iteration 1F: 3 clusters Score -2.442335e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94378 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
Score: -24424978.000000 Penalty: 6085.903809
	Iteration 2Q: 3 clusters Score -2.442498e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 125796 members 
Entering Unmasked Estep 
Score: -24427832.000000 Penalty: 6085.903809
	Iteration 3Q: 3 clusters Score -2.442783e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 136395 members 
Entering Unmasked Estep 
Score: -24433198.000000 Penalty: 6085.903809
	Iteration 4F: 3 clusters Score -2.44332e+07 nChanged 15650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 151975 members 
Entering Unmasked Estep 
Score: -24443476.000000 Penalty: 6085.903809
	Iteration 5F: 3 clusters Score -2.444348e+07 nChanged 20149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 172112 members 
Entering Unmasked Estep 
Score: -24456976.000000 Penalty: 6085.903809
	Iteration 6F: 3 clusters Score -2.445698e+07 nChanged 19740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 191852 members 
Entering Unmasked Estep 
Score: -24469102.000000 Penalty: 6085.903809
	Iteration 7F: 3 clusters Score -2.44691e+07 nChanged 12843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 204693 members 
Entering Unmasked Estep 
Score: -24476684.000000 Penalty: 6085.903809
	Iteration 8F: 3 clusters Score -2.447668e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 210314 members 
Entering Unmasked Estep 
Score: -24480750.000000 Penalty: 6085.903809
	Iteration 9Q: 3 clusters Score -2.448075e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 212166 members 
Entering Unmasked Estep 
Score: -24482256.000000 Penalty: 6085.903809
	Iteration 10Q: 3 clusters Score -2.448226e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 212661 members 
Entering Unmasked Estep 
Score: -24482768.000000 Penalty: 6085.903809
	Iteration 11Q: 3 clusters Score -2.448277e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 212807 members 
Entering Unmasked Estep 
Score: -24482922.000000 Penalty: 6085.903809
	Iteration 12Q: 3 clusters Score -2.448292e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 212849 members 
Entering Unmasked Estep 
Score: -24482974.000000 Penalty: 6085.903809
	Iteration 13Q: 3 clusters Score -2.448297e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212869 members 
Entering Unmasked Estep 
Score: -24483038.000000 Penalty: 6085.903809
	Iteration 14Q: 3 clusters Score -2.448304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 212883 members 
Entering Unmasked Estep 
Score: -24483062.000000 Penalty: 6085.903809
	Iteration 15Q: 3 clusters Score -2.448306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 212895 members 
Entering Unmasked Estep 
Score: -24483074.000000 Penalty: 6085.903809
	Iteration 16Q: 3 clusters Score -2.448307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 212898 members 
Entering Unmasked Estep 
Score: -24483110.000000 Penalty: 6085.903809
	Iteration 17Q: 3 clusters Score -2.448311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 212899 members 
Entering Unmasked Estep 
Score: -24483138.000000 Penalty: 6085.903809
	Iteration 18Q: 3 clusters Score -2.448314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 212902 members 
Entering Unmasked Estep 
Score: -24483154.000000 Penalty: 6085.903809
	Iteration 19Q: 3 clusters Score -2.448315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 212904 members 
Entering Unmasked Estep 
Score: -24483150.000000 Penalty: 6085.903809
	Iteration 20F: 3 clusters Score -2.448315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 212907 members 
Entering Unmasked Estep 
Score: -24483162.000000 Penalty: 6085.903809
	Iteration 21Q: 3 clusters Score -2.448316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 212909 members 
Entering Unmasked Estep 
Score: -24483160.000000 Penalty: 6085.903809
	Iteration 22Q: 3 clusters Score -2.448316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 212909 members 
Entering Unmasked Estep 
Score: -24483160.000000 Penalty: 6085.903809
	Iteration 23F: 3 clusters Score -2.448316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Entering Unmasked Estep 
Score: -2611193.250000 Penalty: 2488.875000
	Iteration 0F: 2 clusters Score -2611193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2595350.250000 Penalty: 4977.750000
	Iteration 0F: 3 clusters Score -2595350 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2600946.750000 Penalty: 4977.750000
	Iteration 1F: 3 clusters Score -2600947 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2601571.750000 Penalty: 4977.750000
	Iteration 2F: 3 clusters Score -2601572 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2602228.250000 Penalty: 4977.750000
	Iteration 3F: 3 clusters Score -2602228 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2602874.500000 Penalty: 4977.750000
	Iteration 4F: 3 clusters Score -2602874 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2603660.500000 Penalty: 4977.750000
	Iteration 5F: 3 clusters Score -2603660 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2604659.500000 Penalty: 4977.750000
	Iteration 6F: 3 clusters Score -2604660 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2605835.250000 Penalty: 4977.750000
	Iteration 7F: 3 clusters Score -2605835 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2607113.250000 Penalty: 4977.750000
	Iteration 8F: 3 clusters Score -2607113 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2608148.250000 Penalty: 4977.750000
	Iteration 9F: 3 clusters Score -2608148 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2608845.750000 Penalty: 4977.750000
	Iteration 10Q: 3 clusters Score -2608846 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2609269.000000 Penalty: 4977.750000
	Iteration 11Q: 3 clusters Score -2609269 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2609512.000000 Penalty: 4977.750000
	Iteration 12Q: 3 clusters Score -2609512 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2609645.250000 Penalty: 4977.750000
	Iteration 13Q: 3 clusters Score -2609645 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2609715.250000 Penalty: 4977.750000
	Iteration 14Q: 3 clusters Score -2609715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2609764.500000 Penalty: 4977.750000
	Iteration 15Q: 3 clusters Score -2609764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2609789.750000 Penalty: 4977.750000
	Iteration 16Q: 3 clusters Score -2609790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2609819.750000 Penalty: 4977.750000
	Iteration 17Q: 3 clusters Score -2609820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2609840.000000 Penalty: 4977.750000
	Iteration 18Q: 3 clusters Score -2609840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2609850.250000 Penalty: 4977.750000
	Iteration 19Q: 3 clusters Score -2609850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2609849.750000 Penalty: 4977.750000
	Iteration 20F: 3 clusters Score -2609850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2609857.250000 Penalty: 4977.750000
	Iteration 21Q: 3 clusters Score -2609857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2609865.250000 Penalty: 4977.750000
	Iteration 22Q: 3 clusters Score -2609865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2609868.250000 Penalty: 4977.750000
	Iteration 23Q: 3 clusters Score -2609868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2609870.000000 Penalty: 4977.750000
	Iteration 24Q: 3 clusters Score -2609870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2609881.250000 Penalty: 4977.750000
	Iteration 25Q: 3 clusters Score -2609881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2609886.500000 Penalty: 4977.750000
	Iteration 26Q: 3 clusters Score -2609886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2609892.750000 Penalty: 4977.750000
	Iteration 27Q: 3 clusters Score -2609893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2609898.000000 Penalty: 4977.750000
	Iteration 28Q: 3 clusters Score -2609898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2609907.000000 Penalty: 4977.750000
	Iteration 29Q: 3 clusters Score -2609907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2609906.750000 Penalty: 4977.750000
	Iteration 30Q: 3 clusters Score -2609907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2609910.750000 Penalty: 4977.750000
	Iteration 31Q: 3 clusters Score -2609911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2609911.750000 Penalty: 4977.750000
	Iteration 32Q: 3 clusters Score -2609912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2609911.750000 Penalty: 4977.750000
	Iteration 33F: 3 clusters Score -2609912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Entering Unmasked Estep 
Score: -5014935.000000 Penalty: 2671.964111
	Iteration 0F: 2 clusters Score -5014935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4982628.500000 Penalty: 5343.928223
	Iteration 0F: 3 clusters Score -4982628 nChanged 22076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -4995092.000000 Penalty: 5343.928223
	Iteration 1F: 3 clusters Score -4995092 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -4996147.000000 Penalty: 5343.928223
	Iteration 2Q: 3 clusters Score -4996147 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4997285.500000 Penalty: 5343.928223
	Iteration 3F: 3 clusters Score -4997286 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -4998520.000000 Penalty: 5343.928223
	Iteration 4F: 3 clusters Score -4998520 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -4999891.000000 Penalty: 5343.928223
	Iteration 5F: 3 clusters Score -4999891 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5001272.000000 Penalty: 5343.928223
	Iteration 6F: 3 clusters Score -5001272 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -5002549.500000 Penalty: 5343.928223
	Iteration 7F: 3 clusters Score -5002550 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5003769.500000 Penalty: 5343.928223
	Iteration 8Q: 3 clusters Score -5003770 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -5004842.500000 Penalty: 5343.928223
	Iteration 9Q: 3 clusters Score -5004842 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -5005755.000000 Penalty: 5343.928223
	Iteration 10Q: 3 clusters Score -5005755 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -5006653.000000 Penalty: 5343.928223
	Iteration 11Q: 3 clusters Score -5006653 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -5007366.500000 Penalty: 5343.928223
	Iteration 12Q: 3 clusters Score -5007366 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -5007973.500000 Penalty: 5343.928223
	Iteration 13Q: 3 clusters Score -5007974 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -5008480.000000 Penalty: 5343.928223
	Iteration 14Q: 3 clusters Score -5008480 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -5008963.500000 Penalty: 5343.928223
	Iteration 15Q: 3 clusters Score -5008964 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -5009453.000000 Penalty: 5343.928223
	Iteration 16Q: 3 clusters Score -5009453 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -5009918.000000 Penalty: 5343.928223
	Iteration 17Q: 3 clusters Score -5009918 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -5010333.000000 Penalty: 5343.928223
	Iteration 18Q: 3 clusters Score -5010333 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -5010781.000000 Penalty: 5343.928223
	Iteration 19Q: 3 clusters Score -5010781 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -5011200.500000 Penalty: 5343.928223
	Iteration 20F: 3 clusters Score -5011200 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -5011597.500000 Penalty: 5343.928223
	Iteration 21Q: 3 clusters Score -5011598 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -5012056.500000 Penalty: 5343.928223
	Iteration 22Q: 3 clusters Score -5012056 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5012428.500000 Penalty: 5343.928223
	Iteration 23Q: 3 clusters Score -5012428 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5012700.000000 Penalty: 5343.928223
	Iteration 24Q: 3 clusters Score -5012700 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5012889.000000 Penalty: 5343.928223
	Iteration 25Q: 3 clusters Score -5012889 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5013024.000000 Penalty: 5343.928223
	Iteration 26Q: 3 clusters Score -5013024 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5013105.000000 Penalty: 5343.928223
	Iteration 27Q: 3 clusters Score -5013105 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -5013210.000000 Penalty: 5343.928223
	Iteration 28Q: 3 clusters Score -5013210 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5013244.000000 Penalty: 5343.928223
	Iteration 29Q: 3 clusters Score -5013244 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5013293.000000 Penalty: 5343.928223
	Iteration 30Q: 3 clusters Score -5013293 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5013332.500000 Penalty: 5343.928223
	Iteration 31Q: 3 clusters Score -5013332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5013367.500000 Penalty: 5343.928223
	Iteration 32Q: 3 clusters Score -5013368 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5013398.500000 Penalty: 5343.928223
	Iteration 33Q: 3 clusters Score -5013398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5013433.500000 Penalty: 5343.928223
	Iteration 34Q: 3 clusters Score -5013434 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5013474.500000 Penalty: 5343.928223
	Iteration 35Q: 3 clusters Score -5013474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5013516.000000 Penalty: 5343.928223
	Iteration 36Q: 3 clusters Score -5013516 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5013558.500000 Penalty: 5343.928223
	Iteration 37Q: 3 clusters Score -5013558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5013569.500000 Penalty: 5343.928223
	Iteration 38Q: 3 clusters Score -5013570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5013587.500000 Penalty: 5343.928223
	Iteration 39Q: 3 clusters Score -5013588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5013598.000000 Penalty: 5343.928223
	Iteration 40F: 3 clusters Score -5013598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5013621.500000 Penalty: 5343.928223
	Iteration 41Q: 3 clusters Score -5013622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5013628.500000 Penalty: 5343.928223
	Iteration 42Q: 3 clusters Score -5013628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5013636.500000 Penalty: 5343.928223
	Iteration 43Q: 3 clusters Score -5013636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5013630.500000 Penalty: 5343.928223
	Iteration 44Q: 3 clusters Score -5013630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5013640.500000 Penalty: 5343.928223
	Iteration 45Q: 3 clusters Score -5013640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5013647.000000 Penalty: 5343.928223
	Iteration 46Q: 3 clusters Score -5013647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5013662.000000 Penalty: 5343.928223
	Iteration 47Q: 3 clusters Score -5013662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5013670.000000 Penalty: 5343.928223
	Iteration 48Q: 3 clusters Score -5013670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5013667.500000 Penalty: 5343.928223
	Iteration 49Q: 3 clusters Score -5013668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5013671.500000 Penalty: 5343.928223
	Iteration 50Q: 3 clusters Score -5013672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5013670.000000 Penalty: 5343.928223
	Iteration 51Q: 3 clusters Score -5013670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5013664.500000 Penalty: 5343.928223
	Iteration 52Q: 3 clusters Score -5013664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5013665.500000 Penalty: 5343.928223
	Iteration 53Q: 3 clusters Score -5013666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5013666.000000 Penalty: 5343.928223
	Iteration 54Q: 3 clusters Score -5013666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5013656.000000 Penalty: 5343.928223
	Iteration 55Q: 3 clusters Score -5013656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5013663.500000 Penalty: 5343.928223
	Iteration 56Q: 3 clusters Score -5013664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5013664.500000 Penalty: 5343.928223
	Iteration 57Q: 3 clusters Score -5013664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5013668.500000 Penalty: 5343.928223
	Iteration 58Q: 3 clusters Score -5013668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5013668.000000 Penalty: 5343.928223
	Iteration 59Q: 3 clusters Score -5013668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5013670.500000 Penalty: 5343.928223
	Iteration 60F: 3 clusters Score -5013670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5013668.500000 Penalty: 5343.928223
	Iteration 61Q: 3 clusters Score -5013668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5013666.500000 Penalty: 5343.928223
	Iteration 62Q: 3 clusters Score -5013666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5013667.500000 Penalty: 5343.928223
	Iteration 63Q: 3 clusters Score -5013668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5013666.000000 Penalty: 5343.928223
	Iteration 64Q: 3 clusters Score -5013666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5013668.000000 Penalty: 5343.928223
	Iteration 65Q: 3 clusters Score -5013668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5013670.500000 Penalty: 5343.928223
	Iteration 66Q: 3 clusters Score -5013670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5013670.500000 Penalty: 5343.928223
	Iteration 67Q: 3 clusters Score -5013670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5013670.500000 Penalty: 5343.928223
	Iteration 68F: 3 clusters Score -5013670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Entering Unmasked Estep 
Score: -4344928.500000 Penalty: 2618.930664
	Iteration 0F: 2 clusters Score -4344928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4318601.500000 Penalty: 5237.861328
	Iteration 0F: 3 clusters Score -4318602 nChanged 17748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4328605.000000 Penalty: 5237.861328
	Iteration 1F: 3 clusters Score -4328605 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4329598.500000 Penalty: 5237.861328
	Iteration 2F: 3 clusters Score -4329598 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4330494.000000 Penalty: 5237.861328
	Iteration 3F: 3 clusters Score -4330494 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4331322.500000 Penalty: 5237.861328
	Iteration 4Q: 3 clusters Score -4331322 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -4332123.500000 Penalty: 5237.861328
	Iteration 5Q: 3 clusters Score -4332124 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4332886.500000 Penalty: 5237.861328
	Iteration 6Q: 3 clusters Score -4332886 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4333697.000000 Penalty: 5237.861328
	Iteration 7Q: 3 clusters Score -4333697 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4334524.500000 Penalty: 5237.861328
	Iteration 8Q: 3 clusters Score -4334524 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4335463.500000 Penalty: 5237.861328
	Iteration 9Q: 3 clusters Score -4335464 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4336289.500000 Penalty: 5237.861328
	Iteration 10Q: 3 clusters Score -4336290 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -4337114.000000 Penalty: 5237.861328
	Iteration 11Q: 3 clusters Score -4337114 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4337795.500000 Penalty: 5237.861328
	Iteration 12Q: 3 clusters Score -4337796 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -4338321.000000 Penalty: 5237.861328
	Iteration 13Q: 3 clusters Score -4338321 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -4338740.000000 Penalty: 5237.861328
	Iteration 14Q: 3 clusters Score -4338740 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -4339065.000000 Penalty: 5237.861328
	Iteration 15Q: 3 clusters Score -4339065 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4339301.500000 Penalty: 5237.861328
	Iteration 16Q: 3 clusters Score -4339302 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -4339455.500000 Penalty: 5237.861328
	Iteration 17Q: 3 clusters Score -4339456 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4339565.500000 Penalty: 5237.861328
	Iteration 18Q: 3 clusters Score -4339566 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4339684.000000 Penalty: 5237.861328
	Iteration 19Q: 3 clusters Score -4339684 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4339768.000000 Penalty: 5237.861328
	Iteration 20F: 3 clusters Score -4339768 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4339855.500000 Penalty: 5237.861328
	Iteration 21Q: 3 clusters Score -4339856 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4339908.000000 Penalty: 5237.861328
	Iteration 22Q: 3 clusters Score -4339908 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4339986.500000 Penalty: 5237.861328
	Iteration 23Q: 3 clusters Score -4339986 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -4340059.000000 Penalty: 5237.861328
	Iteration 24Q: 3 clusters Score -4340059 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -4340105.500000 Penalty: 5237.861328
	Iteration 25Q: 3 clusters Score -4340106 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -4340150.000000 Penalty: 5237.861328
	Iteration 26Q: 3 clusters Score -4340150 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -4340191.000000 Penalty: 5237.861328
	Iteration 27Q: 3 clusters Score -4340191 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -4340244.500000 Penalty: 5237.861328
	Iteration 28Q: 3 clusters Score -4340244 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -4340292.000000 Penalty: 5237.861328
	Iteration 29Q: 3 clusters Score -4340292 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4340371.500000 Penalty: 5237.861328
	Iteration 30Q: 3 clusters Score -4340372 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4340441.500000 Penalty: 5237.861328
	Iteration 31Q: 3 clusters Score -4340442 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -4340499.500000 Penalty: 5237.861328
	Iteration 32Q: 3 clusters Score -4340500 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -4340587.500000 Penalty: 5237.861328
	Iteration 33Q: 3 clusters Score -4340588 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -4340663.500000 Penalty: 5237.861328
	Iteration 34Q: 3 clusters Score -4340664 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -4340732.000000 Penalty: 5237.861328
	Iteration 35Q: 3 clusters Score -4340732 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4340830.000000 Penalty: 5237.861328
	Iteration 36Q: 3 clusters Score -4340830 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4340950.000000 Penalty: 5237.861328
	Iteration 37Q: 3 clusters Score -4340950 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4341081.500000 Penalty: 5237.861328
	Iteration 38Q: 3 clusters Score -4341082 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4341227.000000 Penalty: 5237.861328
	Iteration 39Q: 3 clusters Score -4341227 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4341389.500000 Penalty: 5237.861328
	Iteration 40F: 3 clusters Score -4341390 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4341564.000000 Penalty: 5237.861328
	Iteration 41Q: 3 clusters Score -4341564 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4341763.000000 Penalty: 5237.861328
	Iteration 42Q: 3 clusters Score -4341763 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4341968.000000 Penalty: 5237.861328
	Iteration 43Q: 3 clusters Score -4341968 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4342151.500000 Penalty: 5237.861328
	Iteration 44Q: 3 clusters Score -4342152 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4342306.000000 Penalty: 5237.861328
	Iteration 45Q: 3 clusters Score -4342306 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4342453.000000 Penalty: 5237.861328
	Iteration 46Q: 3 clusters Score -4342453 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4342629.000000 Penalty: 5237.861328
	Iteration 47Q: 3 clusters Score -4342629 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4342811.500000 Penalty: 5237.861328
	Iteration 48Q: 3 clusters Score -4342812 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4342974.500000 Penalty: 5237.861328
	Iteration 49Q: 3 clusters Score -4342974 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -4343090.000000 Penalty: 5237.861328
	Iteration 50Q: 3 clusters Score -4343090 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4343219.000000 Penalty: 5237.861328
	Iteration 51Q: 3 clusters Score -4343219 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -4343321.000000 Penalty: 5237.861328
	Iteration 52Q: 3 clusters Score -4343321 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4343449.500000 Penalty: 5237.861328
	Iteration 53Q: 3 clusters Score -4343450 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4343628.500000 Penalty: 5237.861328
	Iteration 54Q: 3 clusters Score -4343628 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4343795.000000 Penalty: 5237.861328
	Iteration 55Q: 3 clusters Score -4343795 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4343889.500000 Penalty: 5237.861328
	Iteration 56Q: 3 clusters Score -4343890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4343985.500000 Penalty: 5237.861328
	Iteration 57Q: 3 clusters Score -4343986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -4344073.500000 Penalty: 5237.861328
	Iteration 58Q: 3 clusters Score -4344074 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4344163.500000 Penalty: 5237.861328
	Iteration 59Q: 3 clusters Score -4344164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -4344232.500000 Penalty: 5237.861328
	Iteration 60F: 3 clusters Score -4344232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4344263.500000 Penalty: 5237.861328
	Iteration 61Q: 3 clusters Score -4344264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4344310.500000 Penalty: 5237.861328
	Iteration 62Q: 3 clusters Score -4344310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4344329.000000 Penalty: 5237.861328
	Iteration 63Q: 3 clusters Score -4344329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4344338.000000 Penalty: 5237.861328
	Iteration 64Q: 3 clusters Score -4344338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4344340.500000 Penalty: 5237.861328
	Iteration 65Q: 3 clusters Score -4344340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4344348.500000 Penalty: 5237.861328
	Iteration 66Q: 3 clusters Score -4344348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4344347.000000 Penalty: 5237.861328
	Iteration 67Q: 3 clusters Score -4344347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4344346.000000 Penalty: 5237.861328
	Iteration 68Q: 3 clusters Score -4344346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4344350.500000 Penalty: 5237.861328
	Iteration 69Q: 3 clusters Score -4344350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4344352.500000 Penalty: 5237.861328
	Iteration 70Q: 3 clusters Score -4344352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4344350.500000 Penalty: 5237.861328
	Iteration 71Q: 3 clusters Score -4344350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4344350.500000 Penalty: 5237.861328
	Iteration 72F: 3 clusters Score -4344350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (129369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129369 members 
Entering Unmasked Estep 
Score: -14569314.000000 Penalty: 2919.065186
	Iteration 0F: 2 clusters Score -1.456931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -14482448.000000 Penalty: 5838.130371
	Iteration 0F: 3 clusters Score -1.448245e+07 nChanged 61764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -14518011.000000 Penalty: 5838.130371
	Iteration 1F: 3 clusters Score -1.451801e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -14518975.000000 Penalty: 5838.130371
	Iteration 2Q: 3 clusters Score -1.451898e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -14520043.000000 Penalty: 5838.130371
	Iteration 3Q: 3 clusters Score -1.452004e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -14521574.000000 Penalty: 5838.130371
	Iteration 4Q: 3 clusters Score -1.452157e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -14523509.000000 Penalty: 5838.130371
	Iteration 5Q: 3 clusters Score -1.452351e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -14526358.000000 Penalty: 5838.130371
	Iteration 6Q: 3 clusters Score -1.452636e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -14530667.000000 Penalty: 5838.130371
	Iteration 7F: 3 clusters Score -1.453067e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -14536557.000000 Penalty: 5838.130371
	Iteration 8F: 3 clusters Score -1.453656e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -14543941.000000 Penalty: 5838.130371
	Iteration 9F: 3 clusters Score -1.454394e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -14552133.000000 Penalty: 5838.130371
	Iteration 10F: 3 clusters Score -1.455213e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 118725 members 
Entering Unmasked Estep 
Score: -14558845.000000 Penalty: 5838.130371
	Iteration 11F: 3 clusters Score -1.455884e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -14562952.000000 Penalty: 5838.130371
	Iteration 12Q: 3 clusters Score -1.456295e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -14564991.000000 Penalty: 5838.130371
	Iteration 13Q: 3 clusters Score -1.456499e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -14565943.000000 Penalty: 5838.130371
	Iteration 14Q: 3 clusters Score -1.456594e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 127892 members 
Entering Unmasked Estep 
Score: -14566385.000000 Penalty: 5838.130371
	Iteration 15Q: 3 clusters Score -1.456638e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 128181 members 
Entering Unmasked Estep 
Score: -14566598.000000 Penalty: 5838.130371
	Iteration 16Q: 3 clusters Score -1.45666e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 128345 members 
Entering Unmasked Estep 
Score: -14566733.000000 Penalty: 5838.130371
	Iteration 17Q: 3 clusters Score -1.456673e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 128429 members 
Entering Unmasked Estep 
Score: -14566821.000000 Penalty: 5838.130371
	Iteration 18Q: 3 clusters Score -1.456682e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 128486 members 
Entering Unmasked Estep 
Score: -14566879.000000 Penalty: 5838.130371
	Iteration 19Q: 3 clusters Score -1.456688e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 128520 members 
Entering Unmasked Estep 
Score: -14566920.000000 Penalty: 5838.130371
	Iteration 20F: 3 clusters Score -1.456692e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 128542 members 
Entering Unmasked Estep 
Score: -14566941.000000 Penalty: 5838.130371
	Iteration 21Q: 3 clusters Score -1.456694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 128552 members 
Entering Unmasked Estep 
Score: -14566950.000000 Penalty: 5838.130371
	Iteration 22Q: 3 clusters Score -1.456695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -14566945.000000 Penalty: 5838.130371
	Iteration 23Q: 3 clusters Score -1.456694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -14566945.000000 Penalty: 5838.130371
	Iteration 24Q: 3 clusters Score -1.456694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 128577 members 
Entering Unmasked Estep 
Score: -14566943.000000 Penalty: 5838.130371
	Iteration 25Q: 3 clusters Score -1.456694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 128581 members 
Entering Unmasked Estep 
Score: -14566949.000000 Penalty: 5838.130371
	Iteration 26Q: 3 clusters Score -1.456695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 128589 members 
Entering Unmasked Estep 
Score: -14566953.000000 Penalty: 5838.130371
	Iteration 27Q: 3 clusters Score -1.456695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 128592 members 
Entering Unmasked Estep 
Score: -14566963.000000 Penalty: 5838.130371
	Iteration 28Q: 3 clusters Score -1.456696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -14566979.000000 Penalty: 5838.130371
	Iteration 29Q: 3 clusters Score -1.456698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -14566969.000000 Penalty: 5838.130371
	Iteration 30Q: 3 clusters Score -1.456697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 128606 members 
Entering Unmasked Estep 
Score: -14566971.000000 Penalty: 5838.130371
	Iteration 31Q: 3 clusters Score -1.456697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 128614 members 
Entering Unmasked Estep 
Score: -14566975.000000 Penalty: 5838.130371
	Iteration 32Q: 3 clusters Score -1.456698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 128616 members 
Entering Unmasked Estep 
Score: -14566972.000000 Penalty: 5838.130371
	Iteration 33Q: 3 clusters Score -1.456697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 128625 members 
Entering Unmasked Estep 
Score: -14566991.000000 Penalty: 5838.130371
	Iteration 34Q: 3 clusters Score -1.456699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 128629 members 
Entering Unmasked Estep 
Score: -14567007.000000 Penalty: 5838.130371
	Iteration 35Q: 3 clusters Score -1.456701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 128634 members 
Entering Unmasked Estep 
Score: -14567015.000000 Penalty: 5838.130371
	Iteration 36Q: 3 clusters Score -1.456702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 128638 members 
Entering Unmasked Estep 
Score: -14567009.000000 Penalty: 5838.130371
	Iteration 37Q: 3 clusters Score -1.456701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 128641 members 
Entering Unmasked Estep 
Score: -14567018.000000 Penalty: 5838.130371
	Iteration 38Q: 3 clusters Score -1.456702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 128643 members 
Entering Unmasked Estep 
Score: -14567013.000000 Penalty: 5838.130371
	Iteration 39Q: 3 clusters Score -1.456701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 128647 members 
Entering Unmasked Estep 
Score: -14567003.000000 Penalty: 5838.130371
	Iteration 40F: 3 clusters Score -1.4567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 128648 members 
Entering Unmasked Estep 
Score: -14567011.000000 Penalty: 5838.130371
	Iteration 41Q: 3 clusters Score -1.456701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 128648 members 
Entering Unmasked Estep 
Score: -14567020.000000 Penalty: 5838.130371
	Iteration 42Q: 3 clusters Score -1.456702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 128649 members 
Entering Unmasked Estep 
Score: -14567022.000000 Penalty: 5838.130371
	Iteration 43Q: 3 clusters Score -1.456702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 128648 members 
Entering Unmasked Estep 
Score: -14567018.000000 Penalty: 5838.130371
	Iteration 44Q: 3 clusters Score -1.456702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 128648 members 
Entering Unmasked Estep 
Score: -14567017.000000 Penalty: 5838.130371
	Iteration 45Q: 3 clusters Score -1.456702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 128649 members 
Entering Unmasked Estep 
Score: -14567029.000000 Penalty: 5838.130371
	Iteration 46Q: 3 clusters Score -1.456703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 128651 members 
Entering Unmasked Estep 
Score: -14567030.000000 Penalty: 5838.130371
	Iteration 47Q: 3 clusters Score -1.456703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -14567032.000000 Penalty: 5838.130371
	Iteration 48Q: 3 clusters Score -1.456703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 128652 members 
Entering Unmasked Estep 
Score: -14567041.000000 Penalty: 5838.130371
	Iteration 49Q: 3 clusters Score -1.456704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -14567038.000000 Penalty: 5838.130371
	Iteration 50Q: 3 clusters Score -1.456704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -14567038.000000 Penalty: 5838.130371
	Iteration 51F: 3 clusters Score -1.456704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Entering Unmasked Estep 
Score: -2280495.750000 Penalty: 2475.678955
	Iteration 0F: 2 clusters Score -2280496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2265365.750000 Penalty: 4951.357910
	Iteration 0F: 3 clusters Score -2265366 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2270686.500000 Penalty: 4951.357910
	Iteration 1F: 3 clusters Score -2270686 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2271423.250000 Penalty: 4951.357910
	Iteration 2F: 3 clusters Score -2271423 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2272294.500000 Penalty: 4951.357910
	Iteration 3F: 3 clusters Score -2272294 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2273478.000000 Penalty: 4951.357910
	Iteration 4F: 3 clusters Score -2273478 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2274972.500000 Penalty: 4951.357910
	Iteration 5F: 3 clusters Score -2274972 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2276635.250000 Penalty: 4951.357910
	Iteration 6F: 3 clusters Score -2276635 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2278055.000000 Penalty: 4951.357910
	Iteration 7F: 3 clusters Score -2278055 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2278905.750000 Penalty: 4951.357910
	Iteration 8Q: 3 clusters Score -2278906 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2279310.250000 Penalty: 4951.357910
	Iteration 9Q: 3 clusters Score -2279310 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2279472.000000 Penalty: 4951.357910
	Iteration 10Q: 3 clusters Score -2279472 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2279549.500000 Penalty: 4951.357910
	Iteration 11Q: 3 clusters Score -2279550 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2279579.750000 Penalty: 4951.357910
	Iteration 12Q: 3 clusters Score -2279580 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2279603.000000 Penalty: 4951.357910
	Iteration 13Q: 3 clusters Score -2279603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2279619.000000 Penalty: 4951.357910
	Iteration 14Q: 3 clusters Score -2279619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2279619.500000 Penalty: 4951.357910
	Iteration 15Q: 3 clusters Score -2279620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2279632.500000 Penalty: 4951.357910
	Iteration 16Q: 3 clusters Score -2279632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2279641.750000 Penalty: 4951.357910
	Iteration 17Q: 3 clusters Score -2279642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2279645.750000 Penalty: 4951.357910
	Iteration 18Q: 3 clusters Score -2279646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2279649.250000 Penalty: 4951.357910
	Iteration 19Q: 3 clusters Score -2279649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2279660.000000 Penalty: 4951.357910
	Iteration 20F: 3 clusters Score -2279660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2279658.250000 Penalty: 4951.357910
	Iteration 21Q: 3 clusters Score -2279658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2279659.000000 Penalty: 4951.357910
	Iteration 22Q: 3 clusters Score -2279659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2279661.500000 Penalty: 4951.357910
	Iteration 23Q: 3 clusters Score -2279662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2279663.000000 Penalty: 4951.357910
	Iteration 24Q: 3 clusters Score -2279663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2279662.250000 Penalty: 4951.357910
	Iteration 25Q: 3 clusters Score -2279662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2279662.750000 Penalty: 4951.357910
	Iteration 26Q: 3 clusters Score -2279663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2279667.500000 Penalty: 4951.357910
	Iteration 27Q: 3 clusters Score -2279668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2279673.750000 Penalty: 4951.357910
	Iteration 28Q: 3 clusters Score -2279674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2279670.500000 Penalty: 4951.357910
	Iteration 29Q: 3 clusters Score -2279670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2279672.500000 Penalty: 4951.357910
	Iteration 30Q: 3 clusters Score -2279672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2279679.500000 Penalty: 4951.357910
	Iteration 31Q: 3 clusters Score -2279680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2279678.000000 Penalty: 4951.357910
	Iteration 32Q: 3 clusters Score -2279678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2279680.500000 Penalty: 4951.357910
	Iteration 33Q: 3 clusters Score -2279680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2279681.250000 Penalty: 4951.357910
	Iteration 34Q: 3 clusters Score -2279681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2279688.250000 Penalty: 4951.357910
	Iteration 35Q: 3 clusters Score -2279688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2279690.750000 Penalty: 4951.357910
	Iteration 36Q: 3 clusters Score -2279691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2279693.250000 Penalty: 4951.357910
	Iteration 37Q: 3 clusters Score -2279693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2279691.250000 Penalty: 4951.357910
	Iteration 38Q: 3 clusters Score -2279691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2279691.500000 Penalty: 4951.357910
	Iteration 39Q: 3 clusters Score -2279692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2279698.250000 Penalty: 4951.357910
	Iteration 40F: 3 clusters Score -2279698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2279697.500000 Penalty: 4951.357910
	Iteration 41Q: 3 clusters Score -2279698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2279698.000000 Penalty: 4951.357910
	Iteration 42Q: 3 clusters Score -2279698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2279695.000000 Penalty: 4951.357910
	Iteration 43Q: 3 clusters Score -2279695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2279699.000000 Penalty: 4951.357910
	Iteration 44Q: 3 clusters Score -2279699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2279701.750000 Penalty: 4951.357910
	Iteration 45Q: 3 clusters Score -2279702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2279704.500000 Penalty: 4951.357910
	Iteration 46Q: 3 clusters Score -2279704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2279700.250000 Penalty: 4951.357910
	Iteration 47Q: 3 clusters Score -2279700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2279697.000000 Penalty: 4951.357910
	Iteration 48Q: 3 clusters Score -2279697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2279700.500000 Penalty: 4951.357910
	Iteration 49Q: 3 clusters Score -2279700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2279699.500000 Penalty: 4951.357910
	Iteration 50Q: 3 clusters Score -2279700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2279705.500000 Penalty: 4951.357910
	Iteration 51Q: 3 clusters Score -2279706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2279706.750000 Penalty: 4951.357910
	Iteration 52Q: 3 clusters Score -2279707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2279706.000000 Penalty: 4951.357910
	Iteration 53Q: 3 clusters Score -2279706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2279701.500000 Penalty: 4951.357910
	Iteration 54Q: 3 clusters Score -2279702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2279701.500000 Penalty: 4951.357910
	Iteration 55F: 3 clusters Score -2279702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Entering Unmasked Estep 
Score: -2387353.250000 Penalty: 2463.672119
	Iteration 0F: 2 clusters Score -2387353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2372929.000000 Penalty: 4927.344238
	Iteration 0F: 3 clusters Score -2372929 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2377740.750000 Penalty: 4927.344238
	Iteration 1F: 3 clusters Score -2377741 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2378163.000000 Penalty: 4927.344238
	Iteration 2F: 3 clusters Score -2378163 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2378530.750000 Penalty: 4927.344238
	Iteration 3Q: 3 clusters Score -2378531 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2378890.500000 Penalty: 4927.344238
	Iteration 4Q: 3 clusters Score -2378890 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2379363.500000 Penalty: 4927.344238
	Iteration 5Q: 3 clusters Score -2379364 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2380085.000000 Penalty: 4927.344238
	Iteration 6F: 3 clusters Score -2380085 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2381050.250000 Penalty: 4927.344238
	Iteration 7F: 3 clusters Score -2381050 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2382142.250000 Penalty: 4927.344238
	Iteration 8F: 3 clusters Score -2382142 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2383164.250000 Penalty: 4927.344238
	Iteration 9F: 3 clusters Score -2383164 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2383954.500000 Penalty: 4927.344238
	Iteration 10F: 3 clusters Score -2383954 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2384474.750000 Penalty: 4927.344238
	Iteration 11Q: 3 clusters Score -2384475 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2384776.750000 Penalty: 4927.344238
	Iteration 12Q: 3 clusters Score -2384777 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2384951.000000 Penalty: 4927.344238
	Iteration 13Q: 3 clusters Score -2384951 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2385032.250000 Penalty: 4927.344238
	Iteration 14Q: 3 clusters Score -2385032 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2385101.250000 Penalty: 4927.344238
	Iteration 15Q: 3 clusters Score -2385101 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2385145.750000 Penalty: 4927.344238
	Iteration 16Q: 3 clusters Score -2385146 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2385211.250000 Penalty: 4927.344238
	Iteration 17Q: 3 clusters Score -2385211 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2385240.500000 Penalty: 4927.344238
	Iteration 18Q: 3 clusters Score -2385240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2385279.000000 Penalty: 4927.344238
	Iteration 19Q: 3 clusters Score -2385279 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2385298.750000 Penalty: 4927.344238
	Iteration 20F: 3 clusters Score -2385299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2385314.750000 Penalty: 4927.344238
	Iteration 21Q: 3 clusters Score -2385315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2385323.250000 Penalty: 4927.344238
	Iteration 22Q: 3 clusters Score -2385323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2385318.750000 Penalty: 4927.344238
	Iteration 23Q: 3 clusters Score -2385319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2385327.000000 Penalty: 4927.344238
	Iteration 24Q: 3 clusters Score -2385327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2385343.250000 Penalty: 4927.344238
	Iteration 25Q: 3 clusters Score -2385343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2385354.500000 Penalty: 4927.344238
	Iteration 26Q: 3 clusters Score -2385354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2385364.750000 Penalty: 4927.344238
	Iteration 27Q: 3 clusters Score -2385365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2385366.500000 Penalty: 4927.344238
	Iteration 28Q: 3 clusters Score -2385366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2385372.250000 Penalty: 4927.344238
	Iteration 29Q: 3 clusters Score -2385372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2385382.750000 Penalty: 4927.344238
	Iteration 30Q: 3 clusters Score -2385383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2385381.500000 Penalty: 4927.344238
	Iteration 31Q: 3 clusters Score -2385382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2385396.750000 Penalty: 4927.344238
	Iteration 32Q: 3 clusters Score -2385397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2385397.250000 Penalty: 4927.344238
	Iteration 33Q: 3 clusters Score -2385397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2385401.000000 Penalty: 4927.344238
	Iteration 34Q: 3 clusters Score -2385401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2385411.750000 Penalty: 4927.344238
	Iteration 35Q: 3 clusters Score -2385412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2385409.000000 Penalty: 4927.344238
	Iteration 36Q: 3 clusters Score -2385409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2385413.000000 Penalty: 4927.344238
	Iteration 37Q: 3 clusters Score -2385413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2385415.750000 Penalty: 4927.344238
	Iteration 38Q: 3 clusters Score -2385416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2385423.250000 Penalty: 4927.344238
	Iteration 39Q: 3 clusters Score -2385423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2385428.500000 Penalty: 4927.344238
	Iteration 40F: 3 clusters Score -2385428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2385429.000000 Penalty: 4927.344238
	Iteration 41Q: 3 clusters Score -2385429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2385430.500000 Penalty: 4927.344238
	Iteration 42Q: 3 clusters Score -2385430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2385432.750000 Penalty: 4927.344238
	Iteration 43Q: 3 clusters Score -2385433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2385431.000000 Penalty: 4927.344238
	Iteration 44Q: 3 clusters Score -2385431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2385433.750000 Penalty: 4927.344238
	Iteration 45Q: 3 clusters Score -2385434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2385433.250000 Penalty: 4927.344238
	Iteration 46Q: 3 clusters Score -2385433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2385435.000000 Penalty: 4927.344238
	Iteration 47Q: 3 clusters Score -2385435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2385438.250000 Penalty: 4927.344238
	Iteration 48Q: 3 clusters Score -2385438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2385438.750000 Penalty: 4927.344238
	Iteration 49Q: 3 clusters Score -2385439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2385436.250000 Penalty: 4927.344238
	Iteration 50Q: 3 clusters Score -2385436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2385439.500000 Penalty: 4927.344238
	Iteration 51Q: 3 clusters Score -2385440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2385452.750000 Penalty: 4927.344238
	Iteration 52Q: 3 clusters Score -2385453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2385452.000000 Penalty: 4927.344238
	Iteration 53Q: 3 clusters Score -2385452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2385450.750000 Penalty: 4927.344238
	Iteration 54Q: 3 clusters Score -2385451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2385454.250000 Penalty: 4927.344238
	Iteration 55Q: 3 clusters Score -2385454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2385454.500000 Penalty: 4927.344238
	Iteration 56Q: 3 clusters Score -2385454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2385460.000000 Penalty: 4927.344238
	Iteration 57Q: 3 clusters Score -2385460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2385457.250000 Penalty: 4927.344238
	Iteration 58Q: 3 clusters Score -2385457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2385456.000000 Penalty: 4927.344238
	Iteration 59Q: 3 clusters Score -2385456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2385461.750000 Penalty: 4927.344238
	Iteration 60F: 3 clusters Score -2385462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2385457.000000 Penalty: 4927.344238
	Iteration 61Q: 3 clusters Score -2385457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2385460.750000 Penalty: 4927.344238
	Iteration 62Q: 3 clusters Score -2385461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2385456.750000 Penalty: 4927.344238
	Iteration 63Q: 3 clusters Score -2385457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2385457.500000 Penalty: 4927.344238
	Iteration 64Q: 3 clusters Score -2385458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2385459.000000 Penalty: 4927.344238
	Iteration 65Q: 3 clusters Score -2385459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2385460.250000 Penalty: 4927.344238
	Iteration 66Q: 3 clusters Score -2385460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2385461.000000 Penalty: 4927.344238
	Iteration 67Q: 3 clusters Score -2385461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2385463.250000 Penalty: 4927.344238
	Iteration 68Q: 3 clusters Score -2385463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2385464.000000 Penalty: 4927.344238
	Iteration 69Q: 3 clusters Score -2385464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2385466.500000 Penalty: 4927.344238
	Iteration 70Q: 3 clusters Score -2385466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2385465.500000 Penalty: 4927.344238
	Iteration 71Q: 3 clusters Score -2385466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2385465.000000 Penalty: 4927.344238
	Iteration 72Q: 3 clusters Score -2385465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2385465.000000 Penalty: 4927.344238
	Iteration 73Q: 3 clusters Score -2385465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2385466.000000 Penalty: 4927.344238
	Iteration 74Q: 3 clusters Score -2385466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2385458.000000 Penalty: 4927.344238
	Iteration 75Q: 3 clusters Score -2385458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2385459.000000 Penalty: 4927.344238
	Iteration 76Q: 3 clusters Score -2385459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2385460.500000 Penalty: 4927.344238
	Iteration 77Q: 3 clusters Score -2385460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2385460.500000 Penalty: 4927.344238
	Iteration 78F: 3 clusters Score -2385460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Entering Unmasked Estep 
Score: -1214431.125000 Penalty: 2327.513184
	Iteration 0F: 2 clusters Score -1214431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1205468.500000 Penalty: 4655.026367
	Iteration 0F: 3 clusters Score -1205468 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1208438.375000 Penalty: 4655.026367
	Iteration 1F: 3 clusters Score -1208438 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1208959.000000 Penalty: 4655.026367
	Iteration 2F: 3 clusters Score -1208959 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1209382.625000 Penalty: 4655.026367
	Iteration 3F: 3 clusters Score -1209383 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1209762.875000 Penalty: 4655.026367
	Iteration 4F: 3 clusters Score -1209763 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1210126.125000 Penalty: 4655.026367
	Iteration 5F: 3 clusters Score -1210126 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1210503.375000 Penalty: 4655.026367
	Iteration 6Q: 3 clusters Score -1210503 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1210895.125000 Penalty: 4655.026367
	Iteration 7Q: 3 clusters Score -1210895 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1211239.625000 Penalty: 4655.026367
	Iteration 8Q: 3 clusters Score -1211240 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1211527.375000 Penalty: 4655.026367
	Iteration 9Q: 3 clusters Score -1211527 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1211766.000000 Penalty: 4655.026367
	Iteration 10Q: 3 clusters Score -1211766 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1211964.000000 Penalty: 4655.026367
	Iteration 11Q: 3 clusters Score -1211964 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1212118.875000 Penalty: 4655.026367
	Iteration 12Q: 3 clusters Score -1212119 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1212233.875000 Penalty: 4655.026367
	Iteration 13Q: 3 clusters Score -1212234 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1212327.500000 Penalty: 4655.026367
	Iteration 14Q: 3 clusters Score -1212328 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1212413.875000 Penalty: 4655.026367
	Iteration 15Q: 3 clusters Score -1212414 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1212467.750000 Penalty: 4655.026367
	Iteration 16Q: 3 clusters Score -1212468 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1212510.250000 Penalty: 4655.026367
	Iteration 17Q: 3 clusters Score -1212510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1212548.000000 Penalty: 4655.026367
	Iteration 18Q: 3 clusters Score -1212548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1212563.000000 Penalty: 4655.026367
	Iteration 19Q: 3 clusters Score -1212563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1212576.250000 Penalty: 4655.026367
	Iteration 20F: 3 clusters Score -1212576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1212594.750000 Penalty: 4655.026367
	Iteration 21Q: 3 clusters Score -1212595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1212609.875000 Penalty: 4655.026367
	Iteration 22Q: 3 clusters Score -1212610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1212620.125000 Penalty: 4655.026367
	Iteration 23Q: 3 clusters Score -1212620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1212635.875000 Penalty: 4655.026367
	Iteration 24Q: 3 clusters Score -1212636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1212646.750000 Penalty: 4655.026367
	Iteration 25Q: 3 clusters Score -1212647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1212651.000000 Penalty: 4655.026367
	Iteration 26Q: 3 clusters Score -1212651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1212662.625000 Penalty: 4655.026367
	Iteration 27Q: 3 clusters Score -1212663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1212671.125000 Penalty: 4655.026367
	Iteration 28Q: 3 clusters Score -1212671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1212673.625000 Penalty: 4655.026367
	Iteration 29Q: 3 clusters Score -1212674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1212679.625000 Penalty: 4655.026367
	Iteration 30Q: 3 clusters Score -1212680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1212683.875000 Penalty: 4655.026367
	Iteration 31Q: 3 clusters Score -1212684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1212686.750000 Penalty: 4655.026367
	Iteration 32Q: 3 clusters Score -1212687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1212691.625000 Penalty: 4655.026367
	Iteration 33Q: 3 clusters Score -1212692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1212692.625000 Penalty: 4655.026367
	Iteration 34Q: 3 clusters Score -1212693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1212695.375000 Penalty: 4655.026367
	Iteration 35Q: 3 clusters Score -1212695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1212700.000000 Penalty: 4655.026367
	Iteration 36Q: 3 clusters Score -1212700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1212699.500000 Penalty: 4655.026367
	Iteration 37Q: 3 clusters Score -1212700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1212702.875000 Penalty: 4655.026367
	Iteration 38Q: 3 clusters Score -1212703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1212705.250000 Penalty: 4655.026367
	Iteration 39Q: 3 clusters Score -1212705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1212708.875000 Penalty: 4655.026367
	Iteration 40F: 3 clusters Score -1212709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1212710.875000 Penalty: 4655.026367
	Iteration 41Q: 3 clusters Score -1212711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1212710.875000 Penalty: 4655.026367
	Iteration 42Q: 3 clusters Score -1212711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1212711.750000 Penalty: 4655.026367
	Iteration 43Q: 3 clusters Score -1212712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1212717.750000 Penalty: 4655.026367
	Iteration 44Q: 3 clusters Score -1212718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1212723.625000 Penalty: 4655.026367
	Iteration 45Q: 3 clusters Score -1212724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1212727.500000 Penalty: 4655.026367
	Iteration 46Q: 3 clusters Score -1212728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1212731.125000 Penalty: 4655.026367
	Iteration 47Q: 3 clusters Score -1212731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1212733.875000 Penalty: 4655.026367
	Iteration 48Q: 3 clusters Score -1212734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1212735.250000 Penalty: 4655.026367
	Iteration 49Q: 3 clusters Score -1212735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1212737.625000 Penalty: 4655.026367
	Iteration 50Q: 3 clusters Score -1212738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1212739.375000 Penalty: 4655.026367
	Iteration 51Q: 3 clusters Score -1212739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1212742.750000 Penalty: 4655.026367
	Iteration 52Q: 3 clusters Score -1212743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1212743.250000 Penalty: 4655.026367
	Iteration 53Q: 3 clusters Score -1212743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1212743.250000 Penalty: 4655.026367
	Iteration 54Q: 3 clusters Score -1212743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1212744.750000 Penalty: 4655.026367
	Iteration 55Q: 3 clusters Score -1212745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1212743.375000 Penalty: 4655.026367
	Iteration 56Q: 3 clusters Score -1212743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1212746.000000 Penalty: 4655.026367
	Iteration 57Q: 3 clusters Score -1212746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1212744.125000 Penalty: 4655.026367
	Iteration 58Q: 3 clusters Score -1212744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1212745.500000 Penalty: 4655.026367
	Iteration 59Q: 3 clusters Score -1212746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1212745.500000 Penalty: 4655.026367
	Iteration 60F: 3 clusters Score -1212746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1212745.500000 Penalty: 4655.026367
	Iteration 61Q: 3 clusters Score -1212746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1212749.875000 Penalty: 4655.026367
	Iteration 62Q: 3 clusters Score -1212750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1212750.375000 Penalty: 4655.026367
	Iteration 63Q: 3 clusters Score -1212750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1212750.000000 Penalty: 4655.026367
	Iteration 64Q: 3 clusters Score -1212750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1212750.125000 Penalty: 4655.026367
	Iteration 65Q: 3 clusters Score -1212750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1212750.125000 Penalty: 4655.026367
	Iteration 66Q: 3 clusters Score -1212750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1212751.625000 Penalty: 4655.026367
	Iteration 67Q: 3 clusters Score -1212752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1212751.500000 Penalty: 4655.026367
	Iteration 68Q: 3 clusters Score -1212752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1212751.375000 Penalty: 4655.026367
	Iteration 69Q: 3 clusters Score -1212751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1212752.500000 Penalty: 4655.026367
	Iteration 70Q: 3 clusters Score -1212752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1212754.375000 Penalty: 4655.026367
	Iteration 71Q: 3 clusters Score -1212754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1212756.500000 Penalty: 4655.026367
	Iteration 72Q: 3 clusters Score -1212756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1212757.000000 Penalty: 4655.026367
	Iteration 73Q: 3 clusters Score -1212757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1212756.625000 Penalty: 4655.026367
	Iteration 74Q: 3 clusters Score -1212757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1212756.625000 Penalty: 4655.026367
	Iteration 75Q: 3 clusters Score -1212757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1212756.250000 Penalty: 4655.026367
	Iteration 76Q: 3 clusters Score -1212756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1212760.375000 Penalty: 4655.026367
	Iteration 77Q: 3 clusters Score -1212760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1212759.000000 Penalty: 4655.026367
	Iteration 78Q: 3 clusters Score -1212759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1212759.250000 Penalty: 4655.026367
	Iteration 79Q: 3 clusters Score -1212759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1212759.250000 Penalty: 4655.026367
	Iteration 80F: 3 clusters Score -1212759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -583673.562500 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -583673.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -579064.375000 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -579064.4 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -580216.437500 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -580216.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -580453.750000 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -580453.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -580602.375000 Penalty: 4238.128418
	Iteration 3F: 3 clusters Score -580602.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -580702.625000 Penalty: 4238.128418
	Iteration 4Q: 3 clusters Score -580702.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -580762.812500 Penalty: 4238.128418
	Iteration 5Q: 3 clusters Score -580762.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -580822.562500 Penalty: 4238.128418
	Iteration 6Q: 3 clusters Score -580822.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -580884.437500 Penalty: 4238.128418
	Iteration 7Q: 3 clusters Score -580884.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -580940.875000 Penalty: 4238.128418
	Iteration 8Q: 3 clusters Score -580940.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -580996.312500 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -580996.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -581052.875000 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -581052.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -581122.250000 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -581122.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -581201.062500 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -581201.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -581273.500000 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -581273.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -581356.500000 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -581356.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -581437.000000 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -581437 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -581525.250000 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -581525.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -581600.437500 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -581600.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -581660.437500 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -581660.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -581706.062500 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -581706.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -581742.562500 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -581742.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -581775.937500 Penalty: 4238.128418
	Iteration 21Q: 3 clusters Score -581775.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -581800.250000 Penalty: 4238.128418
	Iteration 22Q: 3 clusters Score -581800.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -581819.375000 Penalty: 4238.128418
	Iteration 23Q: 3 clusters Score -581819.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -581836.375000 Penalty: 4238.128418
	Iteration 24Q: 3 clusters Score -581836.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -581848.687500 Penalty: 4238.128418
	Iteration 25Q: 3 clusters Score -581848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -581854.000000 Penalty: 4238.128418
	Iteration 26Q: 3 clusters Score -581854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -581856.062500 Penalty: 4238.128418
	Iteration 27Q: 3 clusters Score -581856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -581858.625000 Penalty: 4238.128418
	Iteration 28Q: 3 clusters Score -581858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -581857.937500 Penalty: 4238.128418
	Iteration 29Q: 3 clusters Score -581857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -581857.937500 Penalty: 4238.128418
	Iteration 30F: 3 clusters Score -581857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -581256.125000 Penalty: 2178.510254
	Iteration 0F: 2 clusters Score -581256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -575832.625000 Penalty: 4357.020508
	Iteration 0F: 3 clusters Score -575832.6 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -577513.250000 Penalty: 4357.020508
	Iteration 1F: 3 clusters Score -577513.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -578029.437500 Penalty: 4357.020508
	Iteration 2F: 3 clusters Score -578029.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -578465.687500 Penalty: 4357.020508
	Iteration 3F: 3 clusters Score -578465.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -578859.812500 Penalty: 4357.020508
	Iteration 4F: 3 clusters Score -578859.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -579212.000000 Penalty: 4357.020508
	Iteration 5F: 3 clusters Score -579212 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -579522.500000 Penalty: 4357.020508
	Iteration 6F: 3 clusters Score -579522.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -579803.000000 Penalty: 4357.020508
	Iteration 7Q: 3 clusters Score -579803 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -580031.187500 Penalty: 4357.020508
	Iteration 8Q: 3 clusters Score -580031.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -580234.687500 Penalty: 4357.020508
	Iteration 9Q: 3 clusters Score -580234.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -580381.000000 Penalty: 4357.020508
	Iteration 10Q: 3 clusters Score -580381 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -580487.000000 Penalty: 4357.020508
	Iteration 11Q: 3 clusters Score -580487 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -580553.437500 Penalty: 4357.020508
	Iteration 12Q: 3 clusters Score -580553.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -580600.937500 Penalty: 4357.020508
	Iteration 13Q: 3 clusters Score -580600.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -580635.937500 Penalty: 4357.020508
	Iteration 14Q: 3 clusters Score -580635.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -580664.875000 Penalty: 4357.020508
	Iteration 15Q: 3 clusters Score -580664.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -580688.937500 Penalty: 4357.020508
	Iteration 16Q: 3 clusters Score -580688.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -580703.625000 Penalty: 4357.020508
	Iteration 17Q: 3 clusters Score -580703.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -580714.125000 Penalty: 4357.020508
	Iteration 18Q: 3 clusters Score -580714.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -580723.312500 Penalty: 4357.020508
	Iteration 19Q: 3 clusters Score -580723.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -580735.000000 Penalty: 4357.020508
	Iteration 20F: 3 clusters Score -580735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -580742.812500 Penalty: 4357.020508
	Iteration 21Q: 3 clusters Score -580742.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -580752.437500 Penalty: 4357.020508
	Iteration 22Q: 3 clusters Score -580752.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -580761.000000 Penalty: 4357.020508
	Iteration 23Q: 3 clusters Score -580761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -580767.750000 Penalty: 4357.020508
	Iteration 24Q: 3 clusters Score -580767.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -580771.000000 Penalty: 4357.020508
	Iteration 25Q: 3 clusters Score -580771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -580773.750000 Penalty: 4357.020508
	Iteration 26Q: 3 clusters Score -580773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -580775.250000 Penalty: 4357.020508
	Iteration 27Q: 3 clusters Score -580775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -580775.250000 Penalty: 4357.020508
	Iteration 28F: 3 clusters Score -580775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -321110.718750 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -321110.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -317816.312500 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -317816.3 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -318500.562500 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -318500.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -318666.093750 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -318666.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -318761.968750 Penalty: 3974.946289
	Iteration 3Q: 3 clusters Score -318762 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -318818.968750 Penalty: 3974.946289
	Iteration 4Q: 3 clusters Score -318819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -318854.781250 Penalty: 3974.946289
	Iteration 5Q: 3 clusters Score -318854.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -318889.281250 Penalty: 3974.946289
	Iteration 6Q: 3 clusters Score -318889.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -318934.843750 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -318934.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -318980.593750 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -318980.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -319023.718750 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -319023.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -319073.156250 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -319073.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -319124.906250 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -319124.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -319175.468750 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -319175.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -319230.937500 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -319230.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -319277.562500 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -319277.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -319320.593750 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -319320.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -319360.093750 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -319360.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -319405.000000 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -319405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -319449.718750 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -319449.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -319491.218750 Penalty: 3974.946289
	Iteration 19Q: 3 clusters Score -319491.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -319533.781250 Penalty: 3974.946289
	Iteration 20F: 3 clusters Score -319533.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -319562.062500 Penalty: 3974.946289
	Iteration 21Q: 3 clusters Score -319562.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -319589.406250 Penalty: 3974.946289
	Iteration 22Q: 3 clusters Score -319589.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -319607.031250 Penalty: 3974.946289
	Iteration 23Q: 3 clusters Score -319607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -319622.812500 Penalty: 3974.946289
	Iteration 24Q: 3 clusters Score -319622.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -319640.531250 Penalty: 3974.946289
	Iteration 25Q: 3 clusters Score -319640.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -319652.343750 Penalty: 3974.946289
	Iteration 26Q: 3 clusters Score -319652.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -319664.343750 Penalty: 3974.946289
	Iteration 27Q: 3 clusters Score -319664.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -319676.781250 Penalty: 3974.946289
	Iteration 28Q: 3 clusters Score -319676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -319681.906250 Penalty: 3974.946289
	Iteration 29Q: 3 clusters Score -319681.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -319689.281250 Penalty: 3974.946289
	Iteration 30Q: 3 clusters Score -319689.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -319699.375000 Penalty: 3974.946289
	Iteration 31Q: 3 clusters Score -319699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -319709.187500 Penalty: 3974.946289
	Iteration 32Q: 3 clusters Score -319709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -319719.031250 Penalty: 3974.946289
	Iteration 33Q: 3 clusters Score -319719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -319727.218750 Penalty: 3974.946289
	Iteration 34Q: 3 clusters Score -319727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -319730.500000 Penalty: 3974.946289
	Iteration 35Q: 3 clusters Score -319730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -319731.375000 Penalty: 3974.946289
	Iteration 36Q: 3 clusters Score -319731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -319733.812500 Penalty: 3974.946289
	Iteration 37Q: 3 clusters Score -319733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -319734.062500 Penalty: 3974.946289
	Iteration 38Q: 3 clusters Score -319734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -319734.062500 Penalty: 3974.946289
	Iteration 39F: 3 clusters Score -319734.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -713083.312500 Penalty: 2174.413574
	Iteration 0F: 2 clusters Score -713083.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -707672.687500 Penalty: 4348.827148
	Iteration 0F: 3 clusters Score -707672.7 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -709061.562500 Penalty: 4348.827148
	Iteration 1F: 3 clusters Score -709061.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -709323.625000 Penalty: 4348.827148
	Iteration 2F: 3 clusters Score -709323.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -709477.125000 Penalty: 4348.827148
	Iteration 3Q: 3 clusters Score -709477.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -709567.000000 Penalty: 4348.827148
	Iteration 4Q: 3 clusters Score -709567 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -709636.937500 Penalty: 4348.827148
	Iteration 5Q: 3 clusters Score -709636.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -709690.687500 Penalty: 4348.827148
	Iteration 6Q: 3 clusters Score -709690.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -709732.125000 Penalty: 4348.827148
	Iteration 7Q: 3 clusters Score -709732.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -709762.812500 Penalty: 4348.827148
	Iteration 8Q: 3 clusters Score -709762.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -709790.562500 Penalty: 4348.827148
	Iteration 9Q: 3 clusters Score -709790.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -709817.875000 Penalty: 4348.827148
	Iteration 10Q: 3 clusters Score -709817.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -709850.062500 Penalty: 4348.827148
	Iteration 11Q: 3 clusters Score -709850.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -709882.562500 Penalty: 4348.827148
	Iteration 12Q: 3 clusters Score -709882.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -709914.625000 Penalty: 4348.827148
	Iteration 13Q: 3 clusters Score -709914.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -709937.437500 Penalty: 4348.827148
	Iteration 14Q: 3 clusters Score -709937.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -709956.312500 Penalty: 4348.827148
	Iteration 15Q: 3 clusters Score -709956.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -709977.562500 Penalty: 4348.827148
	Iteration 16Q: 3 clusters Score -709977.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -710000.062500 Penalty: 4348.827148
	Iteration 17Q: 3 clusters Score -710000.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -710034.625000 Penalty: 4348.827148
	Iteration 18Q: 3 clusters Score -710034.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -710061.687500 Penalty: 4348.827148
	Iteration 19Q: 3 clusters Score -710061.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -710098.750000 Penalty: 4348.827148
	Iteration 20F: 3 clusters Score -710098.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -710130.312500 Penalty: 4348.827148
	Iteration 21Q: 3 clusters Score -710130.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -710167.437500 Penalty: 4348.827148
	Iteration 22Q: 3 clusters Score -710167.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -710202.625000 Penalty: 4348.827148
	Iteration 23Q: 3 clusters Score -710202.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -710224.937500 Penalty: 4348.827148
	Iteration 24Q: 3 clusters Score -710224.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -710251.250000 Penalty: 4348.827148
	Iteration 25Q: 3 clusters Score -710251.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -710283.937500 Penalty: 4348.827148
	Iteration 26Q: 3 clusters Score -710283.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -710312.875000 Penalty: 4348.827148
	Iteration 27Q: 3 clusters Score -710312.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -710353.125000 Penalty: 4348.827148
	Iteration 28Q: 3 clusters Score -710353.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -710405.937500 Penalty: 4348.827148
	Iteration 29Q: 3 clusters Score -710405.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -710470.437500 Penalty: 4348.827148
	Iteration 30Q: 3 clusters Score -710470.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -710526.937500 Penalty: 4348.827148
	Iteration 31Q: 3 clusters Score -710526.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -710583.812500 Penalty: 4348.827148
	Iteration 32Q: 3 clusters Score -710583.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -710653.062500 Penalty: 4348.827148
	Iteration 33Q: 3 clusters Score -710653.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -710714.125000 Penalty: 4348.827148
	Iteration 34Q: 3 clusters Score -710714.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -710781.812500 Penalty: 4348.827148
	Iteration 35Q: 3 clusters Score -710781.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -710847.562500 Penalty: 4348.827148
	Iteration 36Q: 3 clusters Score -710847.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -710881.812500 Penalty: 4348.827148
	Iteration 37Q: 3 clusters Score -710881.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -710908.812500 Penalty: 4348.827148
	Iteration 38Q: 3 clusters Score -710908.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -710928.875000 Penalty: 4348.827148
	Iteration 39Q: 3 clusters Score -710928.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -710942.187500 Penalty: 4348.827148
	Iteration 40F: 3 clusters Score -710942.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -710951.875000 Penalty: 4348.827148
	Iteration 41Q: 3 clusters Score -710951.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -710959.187500 Penalty: 4348.827148
	Iteration 42Q: 3 clusters Score -710959.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -710966.187500 Penalty: 4348.827148
	Iteration 43Q: 3 clusters Score -710966.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -710972.687500 Penalty: 4348.827148
	Iteration 44Q: 3 clusters Score -710972.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -710982.000000 Penalty: 4348.827148
	Iteration 45Q: 3 clusters Score -710982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -710994.375000 Penalty: 4348.827148
	Iteration 46Q: 3 clusters Score -710994.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -711014.312500 Penalty: 4348.827148
	Iteration 47Q: 3 clusters Score -711014.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -711035.125000 Penalty: 4348.827148
	Iteration 48Q: 3 clusters Score -711035.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -711049.125000 Penalty: 4348.827148
	Iteration 49Q: 3 clusters Score -711049.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -711059.812500 Penalty: 4348.827148
	Iteration 50Q: 3 clusters Score -711059.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -711068.812500 Penalty: 4348.827148
	Iteration 51Q: 3 clusters Score -711068.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -711072.437500 Penalty: 4348.827148
	Iteration 52Q: 3 clusters Score -711072.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -711081.875000 Penalty: 4348.827148
	Iteration 53Q: 3 clusters Score -711081.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -711086.625000 Penalty: 4348.827148
	Iteration 54Q: 3 clusters Score -711086.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -711091.125000 Penalty: 4348.827148
	Iteration 55Q: 3 clusters Score -711091.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -711097.500000 Penalty: 4348.827148
	Iteration 56Q: 3 clusters Score -711097.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -711101.500000 Penalty: 4348.827148
	Iteration 57Q: 3 clusters Score -711101.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -711105.125000 Penalty: 4348.827148
	Iteration 58Q: 3 clusters Score -711105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -711108.187500 Penalty: 4348.827148
	Iteration 59Q: 3 clusters Score -711108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -711108.937500 Penalty: 4348.827148
	Iteration 60F: 3 clusters Score -711108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -711111.062500 Penalty: 4348.827148
	Iteration 61Q: 3 clusters Score -711111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -711109.937500 Penalty: 4348.827148
	Iteration 62Q: 3 clusters Score -711109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -711110.312500 Penalty: 4348.827148
	Iteration 63Q: 3 clusters Score -711110.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -711110.312500 Penalty: 4348.827148
	Iteration 64F: 3 clusters Score -711110.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Entering Unmasked Estep 
Score: -700315.812500 Penalty: 2189.103027
	Iteration 0F: 2 clusters Score -700315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -694644.062500 Penalty: 4378.206055
	Iteration 0F: 3 clusters Score -694644.1 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -696284.687500 Penalty: 4378.206055
	Iteration 1F: 3 clusters Score -696284.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -696711.937500 Penalty: 4378.206055
	Iteration 2F: 3 clusters Score -696711.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -697113.812500 Penalty: 4378.206055
	Iteration 3F: 3 clusters Score -697113.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -697465.250000 Penalty: 4378.206055
	Iteration 4F: 3 clusters Score -697465.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -697803.000000 Penalty: 4378.206055
	Iteration 5F: 3 clusters Score -697803 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -698056.375000 Penalty: 4378.206055
	Iteration 6F: 3 clusters Score -698056.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -698236.000000 Penalty: 4378.206055
	Iteration 7Q: 3 clusters Score -698236 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -698376.375000 Penalty: 4378.206055
	Iteration 8Q: 3 clusters Score -698376.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -698475.750000 Penalty: 4378.206055
	Iteration 9Q: 3 clusters Score -698475.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -698540.500000 Penalty: 4378.206055
	Iteration 10Q: 3 clusters Score -698540.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -698599.500000 Penalty: 4378.206055
	Iteration 11Q: 3 clusters Score -698599.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -698641.187500 Penalty: 4378.206055
	Iteration 12Q: 3 clusters Score -698641.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -698684.937500 Penalty: 4378.206055
	Iteration 13Q: 3 clusters Score -698684.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -698725.687500 Penalty: 4378.206055
	Iteration 14Q: 3 clusters Score -698725.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -698762.500000 Penalty: 4378.206055
	Iteration 15Q: 3 clusters Score -698762.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -698799.437500 Penalty: 4378.206055
	Iteration 16Q: 3 clusters Score -698799.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -698830.000000 Penalty: 4378.206055
	Iteration 17Q: 3 clusters Score -698830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -698858.375000 Penalty: 4378.206055
	Iteration 18Q: 3 clusters Score -698858.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -698879.062500 Penalty: 4378.206055
	Iteration 19Q: 3 clusters Score -698879.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -698903.062500 Penalty: 4378.206055
	Iteration 20F: 3 clusters Score -698903.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -698924.625000 Penalty: 4378.206055
	Iteration 21Q: 3 clusters Score -698924.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -698945.750000 Penalty: 4378.206055
	Iteration 22Q: 3 clusters Score -698945.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -698960.500000 Penalty: 4378.206055
	Iteration 23Q: 3 clusters Score -698960.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -698976.500000 Penalty: 4378.206055
	Iteration 24Q: 3 clusters Score -698976.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -698987.562500 Penalty: 4378.206055
	Iteration 25Q: 3 clusters Score -698987.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -698997.437500 Penalty: 4378.206055
	Iteration 26Q: 3 clusters Score -698997.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -699007.250000 Penalty: 4378.206055
	Iteration 27Q: 3 clusters Score -699007.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -699016.125000 Penalty: 4378.206055
	Iteration 28Q: 3 clusters Score -699016.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -699019.687500 Penalty: 4378.206055
	Iteration 29Q: 3 clusters Score -699019.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -699026.125000 Penalty: 4378.206055
	Iteration 30Q: 3 clusters Score -699026.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -699029.187500 Penalty: 4378.206055
	Iteration 31Q: 3 clusters Score -699029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -699032.312500 Penalty: 4378.206055
	Iteration 32Q: 3 clusters Score -699032.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -699036.250000 Penalty: 4378.206055
	Iteration 33Q: 3 clusters Score -699036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -699039.250000 Penalty: 4378.206055
	Iteration 34Q: 3 clusters Score -699039.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -699040.687500 Penalty: 4378.206055
	Iteration 35Q: 3 clusters Score -699040.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -699044.062500 Penalty: 4378.206055
	Iteration 36Q: 3 clusters Score -699044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -699045.437500 Penalty: 4378.206055
	Iteration 37Q: 3 clusters Score -699045.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -699047.375000 Penalty: 4378.206055
	Iteration 38Q: 3 clusters Score -699047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -699047.312500 Penalty: 4378.206055
	Iteration 39Q: 3 clusters Score -699047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -699049.375000 Penalty: 4378.206055
	Iteration 40F: 3 clusters Score -699049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -699050.937500 Penalty: 4378.206055
	Iteration 41Q: 3 clusters Score -699050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -699051.500000 Penalty: 4378.206055
	Iteration 42Q: 3 clusters Score -699051.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -699049.375000 Penalty: 4378.206055
	Iteration 43Q: 3 clusters Score -699049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -699050.437500 Penalty: 4378.206055
	Iteration 44Q: 3 clusters Score -699050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -699052.000000 Penalty: 4378.206055
	Iteration 45Q: 3 clusters Score -699052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -699052.000000 Penalty: 4378.206055
	Iteration 46Q: 3 clusters Score -699052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -699052.937500 Penalty: 4378.206055
	Iteration 47Q: 3 clusters Score -699052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -699051.812500 Penalty: 4378.206055
	Iteration 48Q: 3 clusters Score -699051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -699052.375000 Penalty: 4378.206055
	Iteration 49Q: 3 clusters Score -699052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -699052.375000 Penalty: 4378.206055
	Iteration 50F: 3 clusters Score -699052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Entering Unmasked Estep 
Score: -1288242.000000 Penalty: 2323.186279
	Iteration 0F: 2 clusters Score -1288242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1279528.500000 Penalty: 4646.372559
	Iteration 0F: 3 clusters Score -1279528 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1282154.875000 Penalty: 4646.372559
	Iteration 1F: 3 clusters Score -1282155 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1282504.000000 Penalty: 4646.372559
	Iteration 2F: 3 clusters Score -1282504 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1282889.250000 Penalty: 4646.372559
	Iteration 3F: 3 clusters Score -1282889 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1283370.125000 Penalty: 4646.372559
	Iteration 4F: 3 clusters Score -1283370 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1283938.625000 Penalty: 4646.372559
	Iteration 5F: 3 clusters Score -1283939 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1284549.375000 Penalty: 4646.372559
	Iteration 6F: 3 clusters Score -1284549 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1285140.000000 Penalty: 4646.372559
	Iteration 7F: 3 clusters Score -1285140 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1285734.625000 Penalty: 4646.372559
	Iteration 8F: 3 clusters Score -1285735 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1286187.250000 Penalty: 4646.372559
	Iteration 9Q: 3 clusters Score -1286187 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1286460.875000 Penalty: 4646.372559
	Iteration 10Q: 3 clusters Score -1286461 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1286675.000000 Penalty: 4646.372559
	Iteration 11Q: 3 clusters Score -1286675 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1286830.750000 Penalty: 4646.372559
	Iteration 12Q: 3 clusters Score -1286831 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1286913.250000 Penalty: 4646.372559
	Iteration 13Q: 3 clusters Score -1286913 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1286965.250000 Penalty: 4646.372559
	Iteration 14Q: 3 clusters Score -1286965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1286995.125000 Penalty: 4646.372559
	Iteration 15Q: 3 clusters Score -1286995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1287008.250000 Penalty: 4646.372559
	Iteration 16Q: 3 clusters Score -1287008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1287019.375000 Penalty: 4646.372559
	Iteration 17Q: 3 clusters Score -1287019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1287024.250000 Penalty: 4646.372559
	Iteration 18Q: 3 clusters Score -1287024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1287028.625000 Penalty: 4646.372559
	Iteration 19Q: 3 clusters Score -1287029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1287031.500000 Penalty: 4646.372559
	Iteration 20F: 3 clusters Score -1287032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1287033.250000 Penalty: 4646.372559
	Iteration 21Q: 3 clusters Score -1287033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1287039.250000 Penalty: 4646.372559
	Iteration 22Q: 3 clusters Score -1287039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1287043.875000 Penalty: 4646.372559
	Iteration 23Q: 3 clusters Score -1287044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1287048.125000 Penalty: 4646.372559
	Iteration 24Q: 3 clusters Score -1287048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1287048.875000 Penalty: 4646.372559
	Iteration 25Q: 3 clusters Score -1287049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1287052.250000 Penalty: 4646.372559
	Iteration 26Q: 3 clusters Score -1287052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1287058.375000 Penalty: 4646.372559
	Iteration 27Q: 3 clusters Score -1287058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1287059.750000 Penalty: 4646.372559
	Iteration 28Q: 3 clusters Score -1287060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1287061.125000 Penalty: 4646.372559
	Iteration 29Q: 3 clusters Score -1287061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1287065.750000 Penalty: 4646.372559
	Iteration 30Q: 3 clusters Score -1287066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1287066.750000 Penalty: 4646.372559
	Iteration 31Q: 3 clusters Score -1287067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1287068.750000 Penalty: 4646.372559
	Iteration 32Q: 3 clusters Score -1287069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1287068.750000 Penalty: 4646.372559
	Iteration 33Q: 3 clusters Score -1287069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1287070.250000 Penalty: 4646.372559
	Iteration 34Q: 3 clusters Score -1287070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1287074.500000 Penalty: 4646.372559
	Iteration 35Q: 3 clusters Score -1287074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1287075.250000 Penalty: 4646.372559
	Iteration 36Q: 3 clusters Score -1287075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1287075.750000 Penalty: 4646.372559
	Iteration 37Q: 3 clusters Score -1287076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1287075.625000 Penalty: 4646.372559
	Iteration 38Q: 3 clusters Score -1287076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1287075.625000 Penalty: 4646.372559
	Iteration 39F: 3 clusters Score -1287076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Entering Unmasked Estep 
Score: -1095107.875000 Penalty: 2288.174316
	Iteration 0F: 2 clusters Score -1095108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1087423.750000 Penalty: 4576.348633
	Iteration 0F: 3 clusters Score -1087424 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1089670.250000 Penalty: 4576.348633
	Iteration 1F: 3 clusters Score -1089670 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1089999.000000 Penalty: 4576.348633
	Iteration 2F: 3 clusters Score -1089999 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1090243.125000 Penalty: 4576.348633
	Iteration 3Q: 3 clusters Score -1090243 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1090479.000000 Penalty: 4576.348633
	Iteration 4Q: 3 clusters Score -1090479 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1090747.500000 Penalty: 4576.348633
	Iteration 5Q: 3 clusters Score -1090748 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1091089.375000 Penalty: 4576.348633
	Iteration 6Q: 3 clusters Score -1091089 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1091537.000000 Penalty: 4576.348633
	Iteration 7F: 3 clusters Score -1091537 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1091974.750000 Penalty: 4576.348633
	Iteration 8F: 3 clusters Score -1091975 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1092347.500000 Penalty: 4576.348633
	Iteration 9F: 3 clusters Score -1092348 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1092620.000000 Penalty: 4576.348633
	Iteration 10Q: 3 clusters Score -1092620 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1092818.875000 Penalty: 4576.348633
	Iteration 11Q: 3 clusters Score -1092819 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1092978.250000 Penalty: 4576.348633
	Iteration 12Q: 3 clusters Score -1092978 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1093121.125000 Penalty: 4576.348633
	Iteration 13Q: 3 clusters Score -1093121 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1093217.500000 Penalty: 4576.348633
	Iteration 14Q: 3 clusters Score -1093218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1093283.125000 Penalty: 4576.348633
	Iteration 15Q: 3 clusters Score -1093283 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1093321.625000 Penalty: 4576.348633
	Iteration 16Q: 3 clusters Score -1093322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1093354.875000 Penalty: 4576.348633
	Iteration 17Q: 3 clusters Score -1093355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1093387.875000 Penalty: 4576.348633
	Iteration 18Q: 3 clusters Score -1093388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1093411.125000 Penalty: 4576.348633
	Iteration 19Q: 3 clusters Score -1093411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1093428.625000 Penalty: 4576.348633
	Iteration 20F: 3 clusters Score -1093429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1093441.250000 Penalty: 4576.348633
	Iteration 21Q: 3 clusters Score -1093441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1093451.875000 Penalty: 4576.348633
	Iteration 22Q: 3 clusters Score -1093452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1093458.500000 Penalty: 4576.348633
	Iteration 23Q: 3 clusters Score -1093458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1093463.750000 Penalty: 4576.348633
	Iteration 24Q: 3 clusters Score -1093464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1093466.000000 Penalty: 4576.348633
	Iteration 25Q: 3 clusters Score -1093466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1093475.625000 Penalty: 4576.348633
	Iteration 26Q: 3 clusters Score -1093476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1093487.250000 Penalty: 4576.348633
	Iteration 27Q: 3 clusters Score -1093487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1093488.000000 Penalty: 4576.348633
	Iteration 28Q: 3 clusters Score -1093488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1093494.750000 Penalty: 4576.348633
	Iteration 29Q: 3 clusters Score -1093495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1093497.125000 Penalty: 4576.348633
	Iteration 30Q: 3 clusters Score -1093497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1093499.375000 Penalty: 4576.348633
	Iteration 31Q: 3 clusters Score -1093499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1093497.875000 Penalty: 4576.348633
	Iteration 32Q: 3 clusters Score -1093498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1093501.625000 Penalty: 4576.348633
	Iteration 33Q: 3 clusters Score -1093502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1093501.875000 Penalty: 4576.348633
	Iteration 34Q: 3 clusters Score -1093502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1093501.875000 Penalty: 4576.348633
	Iteration 35F: 3 clusters Score -1093502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Entering Unmasked Estep 
Score: -471696.968750 Penalty: 2084.808105
	Iteration 0F: 2 clusters Score -471697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -467531.406250 Penalty: 4169.616211
	Iteration 0F: 3 clusters Score -467531.4 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -468496.062500 Penalty: 4169.616211
	Iteration 1F: 3 clusters Score -468496.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -468713.312500 Penalty: 4169.616211
	Iteration 2F: 3 clusters Score -468713.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -468841.250000 Penalty: 4169.616211
	Iteration 3F: 3 clusters Score -468841.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -468951.781250 Penalty: 4169.616211
	Iteration 4Q: 3 clusters Score -468951.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -469082.000000 Penalty: 4169.616211
	Iteration 5Q: 3 clusters Score -469082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -469240.093750 Penalty: 4169.616211
	Iteration 6Q: 3 clusters Score -469240.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -469424.593750 Penalty: 4169.616211
	Iteration 7Q: 3 clusters Score -469424.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -469638.218750 Penalty: 4169.616211
	Iteration 8Q: 3 clusters Score -469638.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -469900.812500 Penalty: 4169.616211
	Iteration 9F: 3 clusters Score -469900.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -470164.687500 Penalty: 4169.616211
	Iteration 10F: 3 clusters Score -470164.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -470404.562500 Penalty: 4169.616211
	Iteration 11Q: 3 clusters Score -470404.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -470587.562500 Penalty: 4169.616211
	Iteration 12Q: 3 clusters Score -470587.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -470724.718750 Penalty: 4169.616211
	Iteration 13Q: 3 clusters Score -470724.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -470858.250000 Penalty: 4169.616211
	Iteration 14Q: 3 clusters Score -470858.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -470991.000000 Penalty: 4169.616211
	Iteration 15Q: 3 clusters Score -470991 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -471101.843750 Penalty: 4169.616211
	Iteration 16Q: 3 clusters Score -471101.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -471163.562500 Penalty: 4169.616211
	Iteration 17Q: 3 clusters Score -471163.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -471186.843750 Penalty: 4169.616211
	Iteration 18Q: 3 clusters Score -471186.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -471201.468750 Penalty: 4169.616211
	Iteration 19Q: 3 clusters Score -471201.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -471209.750000 Penalty: 4169.616211
	Iteration 20F: 3 clusters Score -471209.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -471218.312500 Penalty: 4169.616211
	Iteration 21Q: 3 clusters Score -471218.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -471223.250000 Penalty: 4169.616211
	Iteration 22Q: 3 clusters Score -471223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -471228.437500 Penalty: 4169.616211
	Iteration 23Q: 3 clusters Score -471228.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -471233.812500 Penalty: 4169.616211
	Iteration 24Q: 3 clusters Score -471233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -471236.781250 Penalty: 4169.616211
	Iteration 25Q: 3 clusters Score -471236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -471237.437500 Penalty: 4169.616211
	Iteration 26Q: 3 clusters Score -471237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -471237.875000 Penalty: 4169.616211
	Iteration 27Q: 3 clusters Score -471237.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -471239.343750 Penalty: 4169.616211
	Iteration 28Q: 3 clusters Score -471239.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -471240.781250 Penalty: 4169.616211
	Iteration 29Q: 3 clusters Score -471240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -471240.875000 Penalty: 4169.616211
	Iteration 30Q: 3 clusters Score -471240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -471242.062500 Penalty: 4169.616211
	Iteration 31Q: 3 clusters Score -471242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -471243.062500 Penalty: 4169.616211
	Iteration 32Q: 3 clusters Score -471243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -471243.062500 Penalty: 4169.616211
	Iteration 33F: 3 clusters Score -471243.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Entering Unmasked Estep 
Score: -1403411.500000 Penalty: 2340.652100
	Iteration 0F: 2 clusters Score -1403412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1394032.000000 Penalty: 4681.304199
	Iteration 0F: 3 clusters Score -1394032 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1396901.875000 Penalty: 4681.304199
	Iteration 1F: 3 clusters Score -1396902 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1397238.125000 Penalty: 4681.304199
	Iteration 2F: 3 clusters Score -1397238 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1397531.375000 Penalty: 4681.304199
	Iteration 3F: 3 clusters Score -1397531 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1397754.000000 Penalty: 4681.304199
	Iteration 4Q: 3 clusters Score -1397754 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1397924.875000 Penalty: 4681.304199
	Iteration 5Q: 3 clusters Score -1397925 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1398067.625000 Penalty: 4681.304199
	Iteration 6Q: 3 clusters Score -1398068 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1398219.250000 Penalty: 4681.304199
	Iteration 7Q: 3 clusters Score -1398219 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1398389.125000 Penalty: 4681.304199
	Iteration 8Q: 3 clusters Score -1398389 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1398578.375000 Penalty: 4681.304199
	Iteration 9Q: 3 clusters Score -1398578 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1398774.875000 Penalty: 4681.304199
	Iteration 10Q: 3 clusters Score -1398775 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1399004.000000 Penalty: 4681.304199
	Iteration 11Q: 3 clusters Score -1399004 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1399261.000000 Penalty: 4681.304199
	Iteration 12Q: 3 clusters Score -1399261 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1399577.375000 Penalty: 4681.304199
	Iteration 13Q: 3 clusters Score -1399577 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1400012.125000 Penalty: 4681.304199
	Iteration 14Q: 3 clusters Score -1400012 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1400555.750000 Penalty: 4681.304199
	Iteration 15Q: 3 clusters Score -1400556 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1401128.000000 Penalty: 4681.304199
	Iteration 16Q: 3 clusters Score -1401128 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1401603.875000 Penalty: 4681.304199
	Iteration 17Q: 3 clusters Score -1401604 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1401957.750000 Penalty: 4681.304199
	Iteration 18Q: 3 clusters Score -1401958 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1402187.625000 Penalty: 4681.304199
	Iteration 19Q: 3 clusters Score -1402188 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1402337.375000 Penalty: 4681.304199
	Iteration 20F: 3 clusters Score -1402337 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1402430.625000 Penalty: 4681.304199
	Iteration 21Q: 3 clusters Score -1402431 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1402507.000000 Penalty: 4681.304199
	Iteration 22Q: 3 clusters Score -1402507 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1402557.375000 Penalty: 4681.304199
	Iteration 23Q: 3 clusters Score -1402557 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1402595.375000 Penalty: 4681.304199
	Iteration 24Q: 3 clusters Score -1402595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1402624.500000 Penalty: 4681.304199
	Iteration 25Q: 3 clusters Score -1402624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1402635.500000 Penalty: 4681.304199
	Iteration 26Q: 3 clusters Score -1402636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1402642.125000 Penalty: 4681.304199
	Iteration 27Q: 3 clusters Score -1402642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1402643.750000 Penalty: 4681.304199
	Iteration 28Q: 3 clusters Score -1402644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1402652.500000 Penalty: 4681.304199
	Iteration 29Q: 3 clusters Score -1402652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1402655.625000 Penalty: 4681.304199
	Iteration 30Q: 3 clusters Score -1402656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1402656.375000 Penalty: 4681.304199
	Iteration 31Q: 3 clusters Score -1402656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1402660.625000 Penalty: 4681.304199
	Iteration 32Q: 3 clusters Score -1402661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1402664.000000 Penalty: 4681.304199
	Iteration 33Q: 3 clusters Score -1402664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1402664.750000 Penalty: 4681.304199
	Iteration 34Q: 3 clusters Score -1402665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1402670.000000 Penalty: 4681.304199
	Iteration 35Q: 3 clusters Score -1402670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1402670.875000 Penalty: 4681.304199
	Iteration 36Q: 3 clusters Score -1402671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1402674.625000 Penalty: 4681.304199
	Iteration 37Q: 3 clusters Score -1402675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1402676.250000 Penalty: 4681.304199
	Iteration 38Q: 3 clusters Score -1402676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1402676.625000 Penalty: 4681.304199
	Iteration 39Q: 3 clusters Score -1402677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1402680.625000 Penalty: 4681.304199
	Iteration 40F: 3 clusters Score -1402681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1402680.250000 Penalty: 4681.304199
	Iteration 41Q: 3 clusters Score -1402680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1402680.625000 Penalty: 4681.304199
	Iteration 42Q: 3 clusters Score -1402681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1402679.625000 Penalty: 4681.304199
	Iteration 43Q: 3 clusters Score -1402680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1402678.875000 Penalty: 4681.304199
	Iteration 44Q: 3 clusters Score -1402679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1402678.875000 Penalty: 4681.304199
	Iteration 45F: 3 clusters Score -1402679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -4633807.500000 Penalty: 2632.596924
	Iteration 0F: 2 clusters Score -4633808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4606215.500000 Penalty: 5265.193848
	Iteration 0F: 3 clusters Score -4606216 nChanged 18604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -4616308.000000 Penalty: 5265.193848
	Iteration 1F: 3 clusters Score -4616308 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4616882.000000 Penalty: 5265.193848
	Iteration 2Q: 3 clusters Score -4616882 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -4617564.500000 Penalty: 5265.193848
	Iteration 3Q: 3 clusters Score -4617564 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4618476.500000 Penalty: 5265.193848
	Iteration 4Q: 3 clusters Score -4618476 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4619747.000000 Penalty: 5265.193848
	Iteration 5F: 3 clusters Score -4619747 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4621639.000000 Penalty: 5265.193848
	Iteration 6F: 3 clusters Score -4621639 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4624094.000000 Penalty: 5265.193848
	Iteration 7F: 3 clusters Score -4624094 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -4626754.000000 Penalty: 5265.193848
	Iteration 8F: 3 clusters Score -4626754 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4628940.000000 Penalty: 5265.193848
	Iteration 9Q: 3 clusters Score -4628940 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -4630350.000000 Penalty: 5265.193848
	Iteration 10Q: 3 clusters Score -4630350 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4631152.000000 Penalty: 5265.193848
	Iteration 11Q: 3 clusters Score -4631152 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4631604.500000 Penalty: 5265.193848
	Iteration 12Q: 3 clusters Score -4631604 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4631874.000000 Penalty: 5265.193848
	Iteration 13Q: 3 clusters Score -4631874 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4632007.500000 Penalty: 5265.193848
	Iteration 14Q: 3 clusters Score -4632008 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4632113.000000 Penalty: 5265.193848
	Iteration 15Q: 3 clusters Score -4632113 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4632220.000000 Penalty: 5265.193848
	Iteration 16Q: 3 clusters Score -4632220 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4632295.000000 Penalty: 5265.193848
	Iteration 17Q: 3 clusters Score -4632295 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4632337.500000 Penalty: 5265.193848
	Iteration 18Q: 3 clusters Score -4632338 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4632384.500000 Penalty: 5265.193848
	Iteration 19Q: 3 clusters Score -4632384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4632385.500000 Penalty: 5265.193848
	Iteration 20F: 3 clusters Score -4632386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -4632414.500000 Penalty: 5265.193848
	Iteration 21Q: 3 clusters Score -4632414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4632427.500000 Penalty: 5265.193848
	Iteration 22Q: 3 clusters Score -4632428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4632446.000000 Penalty: 5265.193848
	Iteration 23Q: 3 clusters Score -4632446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4632468.000000 Penalty: 5265.193848
	Iteration 24Q: 3 clusters Score -4632468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4632489.000000 Penalty: 5265.193848
	Iteration 25Q: 3 clusters Score -4632489 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4632546.000000 Penalty: 5265.193848
	Iteration 26Q: 3 clusters Score -4632546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -4632577.500000 Penalty: 5265.193848
	Iteration 27Q: 3 clusters Score -4632578 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4632644.000000 Penalty: 5265.193848
	Iteration 28Q: 3 clusters Score -4632644 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4632718.500000 Penalty: 5265.193848
	Iteration 29Q: 3 clusters Score -4632718 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4632814.500000 Penalty: 5265.193848
	Iteration 30Q: 3 clusters Score -4632814 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4632913.000000 Penalty: 5265.193848
	Iteration 31Q: 3 clusters Score -4632913 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4633001.500000 Penalty: 5265.193848
	Iteration 32Q: 3 clusters Score -4633002 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4633052.500000 Penalty: 5265.193848
	Iteration 33Q: 3 clusters Score -4633052 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4633085.000000 Penalty: 5265.193848
	Iteration 34Q: 3 clusters Score -4633085 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4633118.500000 Penalty: 5265.193848
	Iteration 35Q: 3 clusters Score -4633118 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4633135.500000 Penalty: 5265.193848
	Iteration 36Q: 3 clusters Score -4633136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -4633163.500000 Penalty: 5265.193848
	Iteration 37Q: 3 clusters Score -4633164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4633207.500000 Penalty: 5265.193848
	Iteration 38Q: 3 clusters Score -4633208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4633231 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4633228.500000 Penalty: 5265.193848
	Iteration 40F: 3 clusters Score -4633228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4633260 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4633275 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4633294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -4633291.500000 Penalty: 5265.193848
	Iteration 44Q: 3 clusters Score -4633292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4633304.000000 Penalty: 5265.193848
	Iteration 45Q: 3 clusters Score -4633304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4633308.500000 Penalty: 5265.193848
	Iteration 46Q: 3 clusters Score -4633308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4633302 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4633318.500000 Penalty: 5265.193848
	Iteration 48Q: 3 clusters Score -4633318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4633331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -4633321.000000 Penalty: 5265.193848
	Iteration 50Q: 3 clusters Score -4633321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4633331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4633326.500000 Penalty: 5265.193848
	Iteration 52Q: 3 clusters Score -4633326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4633332.000000 Penalty: 5265.193848
	Iteration 53Q: 3 clusters Score -4633332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4633335.000000 Penalty: 5265.193848
	Iteration 54Q: 3 clusters Score -4633335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4633336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4633328.000000 Penalty: 5265.193848
	Iteration 56Q: 3 clusters Score -4633328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4633326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -4633330.500000 Penalty: 5265.193848
	Iteration 58Q: 3 clusters Score -4633330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4633329.500000 Penalty: 5265.193848
	Iteration 59Q: 3 clusters Score -4633330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4633333.500000 Penalty: 5265.193848
	Iteration 60F: 3 clusters Score -4633334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4633329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4633328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4633330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -4633332.500000 Penalty: 5265.193848
	Iteration 64Q: 3 clusters Score -4633332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4633334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4633337 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4633338 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4633334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -4633331.500000 Penalty: 5265.193848
	Iteration 69Q: 3 clusters Score -4633332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4633332 nChanged 1
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Mstep: Class 1 contains 35462 members 
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	Iteration 71Q: 3 clusters Score -4633329 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4633328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4633332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4633336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4633338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4633331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4633329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4633338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -4633340.000000 Penalty: 5265.193848
	Iteration 79Q: 3 clusters Score -4633340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4633349.500000 Penalty: 5265.193848
	Iteration 80F: 3 clusters Score -4633350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4633352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4633350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4633357.500000 Penalty: 5265.193848
	Iteration 83Q: 3 clusters Score -4633358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4633356 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4633354 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35292 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4633360 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35275 members 
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Entering Unmasked Estep 
Score: -4633368.500000 Penalty: 5265.193848
	Iteration 87Q: 3 clusters Score -4633368 nChanged 19
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Mstep: Class 1 contains 35258 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4633372 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35245 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4633376 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35227 members 
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	Iteration 90Q: 3 clusters Score -4633372 nChanged 13
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Mstep: Class 1 contains 35216 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4633375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4633374 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35166 members 
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Entering Unmasked Estep 
Score: -4633364.500000 Penalty: 5265.193848
	Iteration 93Q: 3 clusters Score -4633364 nChanged 21
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Mstep: Class 1 contains 35145 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4633365 nChanged 23
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Mstep: Class 1 contains 35122 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4633374 nChanged 23
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Mstep: Class 1 contains 35103 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4633374 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35081 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4633376 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4633385.500000 Penalty: 5265.193848
	Iteration 98Q: 3 clusters Score -4633386 nChanged 19
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Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4633386 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -4633393.000000 Penalty: 5265.193848
	Iteration 100F: 3 clusters Score -4633393 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -4633395.000000 Penalty: 5265.193848
	Iteration 101Q: 3 clusters Score -4633395 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -4633388.500000 Penalty: 5265.193848
	Iteration 102Q: 3 clusters Score -4633388 nChanged 16
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Mstep: Class 1 contains 34960 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4633390 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4633386 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34930 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4633378 nChanged 11
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Mstep: Class 1 contains 34919 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4633386 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34902 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4633388 nChanged 18
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Mstep: Class 1 contains 34886 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4633390 nChanged 16
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Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4633390 nChanged 27
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Mstep: Class 1 contains 34845 members 
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Entering Unmasked Estep 
Score: -4633397.500000 Penalty: 5265.193848
	Iteration 110Q: 3 clusters Score -4633398 nChanged 15
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Mstep: Class 1 contains 34830 members 
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Entering Unmasked Estep 
Score: -4633401.000000 Penalty: 5265.193848
	Iteration 111Q: 3 clusters Score -4633401 nChanged 9
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4633406 nChanged 10
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	Iteration 113Q: 3 clusters Score -4633407 nChanged 11
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Entering Unmasked Estep 
Score: -4633412.000000 Penalty: 5265.193848
	Iteration 114Q: 3 clusters Score -4633412 nChanged 10
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Entering Unmasked Estep 
Score: -4633411.000000 Penalty: 5265.193848
	Iteration 115Q: 3 clusters Score -4633411 nChanged 6
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4633417 nChanged 9
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4633415 nChanged 7
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Mstep: Class 1 contains 34774 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4633408 nChanged 6
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4633405 nChanged 2
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Mstep: Class 1 contains 34768 members 
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Entering Unmasked Estep 
Score: -4633409.500000 Penalty: 5265.193848
	Iteration 120F: 3 clusters Score -4633410 nChanged 4
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Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4633408 nChanged 6
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4633410 nChanged 4
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4633404 nChanged 5
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4633401 nChanged 3
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4633404 nChanged 1
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4633402 nChanged 1
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4633400 nChanged 2
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4633400 nChanged 2
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4633396 nChanged 0
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Entering Unmasked Estep 
Score: -4633395.500000 Penalty: 5265.193848
	Iteration 130F: 3 clusters Score -4633396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Entering Unmasked Estep 
Score: -877407.562500 Penalty: 2230.369873
	Iteration 0F: 2 clusters Score -877407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -870992.812500 Penalty: 4460.739746
	Iteration 0F: 3 clusters Score -870992.8 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -872987.250000 Penalty: 4460.739746
	Iteration 1F: 3 clusters Score -872987.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -873379.875000 Penalty: 4460.739746
	Iteration 2F: 3 clusters Score -873379.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -873777.687500 Penalty: 4460.739746
	Iteration 3F: 3 clusters Score -873777.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -874137.437500 Penalty: 4460.739746
	Iteration 4F: 3 clusters Score -874137.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -874492.062500 Penalty: 4460.739746
	Iteration 5F: 3 clusters Score -874492.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -874812.250000 Penalty: 4460.739746
	Iteration 6F: 3 clusters Score -874812.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -875103.125000 Penalty: 4460.739746
	Iteration 7Q: 3 clusters Score -875103.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -875333.250000 Penalty: 4460.739746
	Iteration 8Q: 3 clusters Score -875333.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -875506.375000 Penalty: 4460.739746
	Iteration 9Q: 3 clusters Score -875506.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -875614.000000 Penalty: 4460.739746
	Iteration 10Q: 3 clusters Score -875614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -875683.062500 Penalty: 4460.739746
	Iteration 11Q: 3 clusters Score -875683.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -875734.812500 Penalty: 4460.739746
	Iteration 12Q: 3 clusters Score -875734.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -875772.000000 Penalty: 4460.739746
	Iteration 13Q: 3 clusters Score -875772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -875797.750000 Penalty: 4460.739746
	Iteration 14Q: 3 clusters Score -875797.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -875815.187500 Penalty: 4460.739746
	Iteration 15Q: 3 clusters Score -875815.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -875826.687500 Penalty: 4460.739746
	Iteration 16Q: 3 clusters Score -875826.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -875838.250000 Penalty: 4460.739746
	Iteration 17Q: 3 clusters Score -875838.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -875852.187500 Penalty: 4460.739746
	Iteration 18Q: 3 clusters Score -875852.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -875863.125000 Penalty: 4460.739746
	Iteration 19Q: 3 clusters Score -875863.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -875869.687500 Penalty: 4460.739746
	Iteration 20F: 3 clusters Score -875869.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -875879.312500 Penalty: 4460.739746
	Iteration 21Q: 3 clusters Score -875879.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -875883.812500 Penalty: 4460.739746
	Iteration 22Q: 3 clusters Score -875883.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -875889.187500 Penalty: 4460.739746
	Iteration 23Q: 3 clusters Score -875889.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -875895.875000 Penalty: 4460.739746
	Iteration 24Q: 3 clusters Score -875895.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -875900.250000 Penalty: 4460.739746
	Iteration 25Q: 3 clusters Score -875900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -875900.687500 Penalty: 4460.739746
	Iteration 26Q: 3 clusters Score -875900.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -875906.562500 Penalty: 4460.739746
	Iteration 27Q: 3 clusters Score -875906.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -875913.312500 Penalty: 4460.739746
	Iteration 28Q: 3 clusters Score -875913.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -875918.250000 Penalty: 4460.739746
	Iteration 29Q: 3 clusters Score -875918.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -875921.375000 Penalty: 4460.739746
	Iteration 30Q: 3 clusters Score -875921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -875921.625000 Penalty: 4460.739746
	Iteration 31Q: 3 clusters Score -875921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -875922.562500 Penalty: 4460.739746
	Iteration 32Q: 3 clusters Score -875922.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -875925.312500 Penalty: 4460.739746
	Iteration 33Q: 3 clusters Score -875925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -875927.562500 Penalty: 4460.739746
	Iteration 34Q: 3 clusters Score -875927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -875928.250000 Penalty: 4460.739746
	Iteration 35Q: 3 clusters Score -875928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -875931.375000 Penalty: 4460.739746
	Iteration 36Q: 3 clusters Score -875931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -875931.500000 Penalty: 4460.739746
	Iteration 37Q: 3 clusters Score -875931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -875935.625000 Penalty: 4460.739746
	Iteration 38Q: 3 clusters Score -875935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -875935.812500 Penalty: 4460.739746
	Iteration 39Q: 3 clusters Score -875935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -875941.250000 Penalty: 4460.739746
	Iteration 40F: 3 clusters Score -875941.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -875941.812500 Penalty: 4460.739746
	Iteration 41Q: 3 clusters Score -875941.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -875945.750000 Penalty: 4460.739746
	Iteration 42Q: 3 clusters Score -875945.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -875950.000000 Penalty: 4460.739746
	Iteration 43Q: 3 clusters Score -875950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -875950.750000 Penalty: 4460.739746
	Iteration 44Q: 3 clusters Score -875950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -875951.500000 Penalty: 4460.739746
	Iteration 45Q: 3 clusters Score -875951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -875952.062500 Penalty: 4460.739746
	Iteration 46Q: 3 clusters Score -875952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -875956.062500 Penalty: 4460.739746
	Iteration 47Q: 3 clusters Score -875956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -875955.937500 Penalty: 4460.739746
	Iteration 48Q: 3 clusters Score -875955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -875954.687500 Penalty: 4460.739746
	Iteration 49Q: 3 clusters Score -875954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -875957.312500 Penalty: 4460.739746
	Iteration 50Q: 3 clusters Score -875957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -875958.000000 Penalty: 4460.739746
	Iteration 51Q: 3 clusters Score -875958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -875957.812500 Penalty: 4460.739746
	Iteration 52Q: 3 clusters Score -875957.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -875962.812500 Penalty: 4460.739746
	Iteration 53Q: 3 clusters Score -875962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -875962.937500 Penalty: 4460.739746
	Iteration 54Q: 3 clusters Score -875962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -875965.187500 Penalty: 4460.739746
	Iteration 55Q: 3 clusters Score -875965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -875967.375000 Penalty: 4460.739746
	Iteration 56Q: 3 clusters Score -875967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -875968.062500 Penalty: 4460.739746
	Iteration 57Q: 3 clusters Score -875968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -875970.312500 Penalty: 4460.739746
	Iteration 58Q: 3 clusters Score -875970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -875969.750000 Penalty: 4460.739746
	Iteration 59Q: 3 clusters Score -875969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -875971.125000 Penalty: 4460.739746
	Iteration 60F: 3 clusters Score -875971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -875972.000000 Penalty: 4460.739746
	Iteration 61Q: 3 clusters Score -875972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -875973.562500 Penalty: 4460.739746
	Iteration 62Q: 3 clusters Score -875973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -875978.500000 Penalty: 4460.739746
	Iteration 63Q: 3 clusters Score -875978.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -875981.312500 Penalty: 4460.739746
	Iteration 64Q: 3 clusters Score -875981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -875981.312500 Penalty: 4460.739746
	Iteration 65Q: 3 clusters Score -875981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -875983.500000 Penalty: 4460.739746
	Iteration 66Q: 3 clusters Score -875983.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -875984.812500 Penalty: 4460.739746
	Iteration 67Q: 3 clusters Score -875984.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -875986.812500 Penalty: 4460.739746
	Iteration 68Q: 3 clusters Score -875986.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -875990.687500 Penalty: 4460.739746
	Iteration 69Q: 3 clusters Score -875990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -875997.250000 Penalty: 4460.739746
	Iteration 70Q: 3 clusters Score -875997.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -875999.187500 Penalty: 4460.739746
	Iteration 71Q: 3 clusters Score -875999.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -876001.812500 Penalty: 4460.739746
	Iteration 72Q: 3 clusters Score -876001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -876003.000000 Penalty: 4460.739746
	Iteration 73Q: 3 clusters Score -876003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -876004.812500 Penalty: 4460.739746
	Iteration 74Q: 3 clusters Score -876004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -876006.937500 Penalty: 4460.739746
	Iteration 75Q: 3 clusters Score -876006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -876006.500000 Penalty: 4460.739746
	Iteration 76Q: 3 clusters Score -876006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -876006.437500 Penalty: 4460.739746
	Iteration 77Q: 3 clusters Score -876006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -876007.687500 Penalty: 4460.739746
	Iteration 78Q: 3 clusters Score -876007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -876010.875000 Penalty: 4460.739746
	Iteration 79Q: 3 clusters Score -876010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -876010.437500 Penalty: 4460.739746
	Iteration 80F: 3 clusters Score -876010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -876011.750000 Penalty: 4460.739746
	Iteration 81Q: 3 clusters Score -876011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -876013.000000 Penalty: 4460.739746
	Iteration 82Q: 3 clusters Score -876013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -876012.812500 Penalty: 4460.739746
	Iteration 83Q: 3 clusters Score -876012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -876012.812500 Penalty: 4460.739746
	Iteration 84Q: 3 clusters Score -876012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -876014.187500 Penalty: 4460.739746
	Iteration 85Q: 3 clusters Score -876014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -876015.625000 Penalty: 4460.739746
	Iteration 86Q: 3 clusters Score -876015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -876015.625000 Penalty: 4460.739746
	Iteration 87F: 3 clusters Score -876015.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -820818.812500 Penalty: 2211.493164
	Iteration 0F: 2 clusters Score -820818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -814724.812500 Penalty: 4422.986328
	Iteration 0F: 3 clusters Score -814724.8 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -816448.375000 Penalty: 4422.986328
	Iteration 1F: 3 clusters Score -816448.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -816850.312500 Penalty: 4422.986328
	Iteration 2F: 3 clusters Score -816850.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -817283.500000 Penalty: 4422.986328
	Iteration 3F: 3 clusters Score -817283.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -817934.687500 Penalty: 4422.986328
	Iteration 4F: 3 clusters Score -817934.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -818862.812500 Penalty: 4422.986328
	Iteration 5F: 3 clusters Score -818862.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -819747.125000 Penalty: 4422.986328
	Iteration 6F: 3 clusters Score -819747.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -820278.062500 Penalty: 4422.986328
	Iteration 7F: 3 clusters Score -820278.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -820752.500000 Penalty: 4422.986328
	Iteration 8Q: 3 clusters Score -820752.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -821156.437500 Penalty: 4422.986328
	Iteration 9Q: 3 clusters Score -821156.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -821390.437500 Penalty: 4422.986328
	Iteration 10Q: 3 clusters Score -821390.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -821512.562500 Penalty: 4422.986328
	Iteration 11Q: 3 clusters Score -821512.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -821616.750000 Penalty: 4422.986328
	Iteration 12Q: 3 clusters Score -821616.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -821679.625000 Penalty: 4422.986328
	Iteration 13Q: 3 clusters Score -821679.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -821708.937500 Penalty: 4422.986328
	Iteration 14Q: 3 clusters Score -821708.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -821724.625000 Penalty: 4422.986328
	Iteration 15Q: 3 clusters Score -821724.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -821733.437500 Penalty: 4422.986328
	Iteration 16Q: 3 clusters Score -821733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -821734.812500 Penalty: 4422.986328
	Iteration 17Q: 3 clusters Score -821734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -821735.750000 Penalty: 4422.986328
	Iteration 18Q: 3 clusters Score -821735.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -821738.062500 Penalty: 4422.986328
	Iteration 19Q: 3 clusters Score -821738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -821739.500000 Penalty: 4422.986328
	Iteration 20F: 3 clusters Score -821739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -821739.375000 Penalty: 4422.986328
	Iteration 21Q: 3 clusters Score -821739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -821740.500000 Penalty: 4422.986328
	Iteration 22Q: 3 clusters Score -821740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -821740.500000 Penalty: 4422.986328
	Iteration 23F: 3 clusters Score -821740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 4064 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 3396 members 
Entering Unmasked Estep 
Score: -139279264.000000 Penalty: 209383.000000
Splitting cluster 34 changes total score from -139279488.000000 to -139279264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Entering Unmasked Estep 
Score: -1027909.250000 Penalty: 2275.714111
	Iteration 0F: 2 clusters Score -1027909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1020467.937500 Penalty: 4551.428223
	Iteration 0F: 3 clusters Score -1020468 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1022800.625000 Penalty: 4551.428223
	Iteration 1F: 3 clusters Score -1022801 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1023247.625000 Penalty: 4551.428223
	Iteration 2F: 3 clusters Score -1023248 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1023628.750000 Penalty: 4551.428223
	Iteration 3F: 3 clusters Score -1023629 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1024018.437500 Penalty: 4551.428223
	Iteration 4F: 3 clusters Score -1024018 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1024377.875000 Penalty: 4551.428223
	Iteration 5F: 3 clusters Score -1024378 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1024702.125000 Penalty: 4551.428223
	Iteration 6Q: 3 clusters Score -1024702 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1024958.125000 Penalty: 4551.428223
	Iteration 7Q: 3 clusters Score -1024958 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1025180.375000 Penalty: 4551.428223
	Iteration 8Q: 3 clusters Score -1025180 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1025365.500000 Penalty: 4551.428223
	Iteration 9Q: 3 clusters Score -1025366 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1025491.312500 Penalty: 4551.428223
	Iteration 10Q: 3 clusters Score -1025491 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1025589.687500 Penalty: 4551.428223
	Iteration 11Q: 3 clusters Score -1025590 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1025668.000000 Penalty: 4551.428223
	Iteration 12Q: 3 clusters Score -1025668 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1025756.375000 Penalty: 4551.428223
	Iteration 13Q: 3 clusters Score -1025756 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1025850.000000 Penalty: 4551.428223
	Iteration 14Q: 3 clusters Score -1025850 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1025939.250000 Penalty: 4551.428223
	Iteration 15Q: 3 clusters Score -1025939 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1026007.687500 Penalty: 4551.428223
	Iteration 16Q: 3 clusters Score -1026008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1026065.125000 Penalty: 4551.428223
	Iteration 17Q: 3 clusters Score -1026065 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1026115.312500 Penalty: 4551.428223
	Iteration 18Q: 3 clusters Score -1026115 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1026167.312500 Penalty: 4551.428223
	Iteration 19Q: 3 clusters Score -1026167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1026231.375000 Penalty: 4551.428223
	Iteration 20F: 3 clusters Score -1026231 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1026294.750000 Penalty: 4551.428223
	Iteration 21Q: 3 clusters Score -1026295 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1026360.312500 Penalty: 4551.428223
	Iteration 22Q: 3 clusters Score -1026360 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1026432.125000 Penalty: 4551.428223
	Iteration 23Q: 3 clusters Score -1026432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1026494.812500 Penalty: 4551.428223
	Iteration 24Q: 3 clusters Score -1026495 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1026569.000000 Penalty: 4551.428223
	Iteration 25Q: 3 clusters Score -1026569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1026652.687500 Penalty: 4551.428223
	Iteration 26Q: 3 clusters Score -1026653 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1026731.125000 Penalty: 4551.428223
	Iteration 27Q: 3 clusters Score -1026731 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1026798.750000 Penalty: 4551.428223
	Iteration 28Q: 3 clusters Score -1026799 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1026872.125000 Penalty: 4551.428223
	Iteration 29Q: 3 clusters Score -1026872 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1026928.937500 Penalty: 4551.428223
	Iteration 30Q: 3 clusters Score -1026929 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1026993.125000 Penalty: 4551.428223
	Iteration 31Q: 3 clusters Score -1026993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1027045.500000 Penalty: 4551.428223
	Iteration 32Q: 3 clusters Score -1027046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1027104.812500 Penalty: 4551.428223
	Iteration 33Q: 3 clusters Score -1027105 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1027150.250000 Penalty: 4551.428223
	Iteration 34Q: 3 clusters Score -1027150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1027180.375000 Penalty: 4551.428223
	Iteration 35Q: 3 clusters Score -1027180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1027213.437500 Penalty: 4551.428223
	Iteration 36Q: 3 clusters Score -1027213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1027235.000000 Penalty: 4551.428223
	Iteration 37Q: 3 clusters Score -1027235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1027246.312500 Penalty: 4551.428223
	Iteration 38Q: 3 clusters Score -1027246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1027257.250000 Penalty: 4551.428223
	Iteration 39Q: 3 clusters Score -1027257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1027266.562500 Penalty: 4551.428223
	Iteration 40F: 3 clusters Score -1027267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1027269.875000 Penalty: 4551.428223
	Iteration 41Q: 3 clusters Score -1027270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1027275.750000 Penalty: 4551.428223
	Iteration 42Q: 3 clusters Score -1027276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1027281.000000 Penalty: 4551.428223
	Iteration 43Q: 3 clusters Score -1027281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1027282.062500 Penalty: 4551.428223
	Iteration 44Q: 3 clusters Score -1027282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1027283.000000 Penalty: 4551.428223
	Iteration 45Q: 3 clusters Score -1027283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1027284.312500 Penalty: 4551.428223
	Iteration 46Q: 3 clusters Score -1027284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1027287.187500 Penalty: 4551.428223
	Iteration 47Q: 3 clusters Score -1027287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1027289.500000 Penalty: 4551.428223
	Iteration 48Q: 3 clusters Score -1027290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1027293.000000 Penalty: 4551.428223
	Iteration 49Q: 3 clusters Score -1027293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1027293.187500 Penalty: 4551.428223
	Iteration 50Q: 3 clusters Score -1027293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1027294.375000 Penalty: 4551.428223
	Iteration 51Q: 3 clusters Score -1027294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1027294.500000 Penalty: 4551.428223
	Iteration 52Q: 3 clusters Score -1027294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1027295.312500 Penalty: 4551.428223
	Iteration 53Q: 3 clusters Score -1027295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1027294.750000 Penalty: 4551.428223
	Iteration 54Q: 3 clusters Score -1027295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1027294.750000 Penalty: 4551.428223
	Iteration 55F: 3 clusters Score -1027295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -1313075.750000 Penalty: 2334.088379
	Iteration 0F: 2 clusters Score -1313076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1304016.750000 Penalty: 4668.176758
	Iteration 0F: 3 clusters Score -1304017 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1306803.125000 Penalty: 4668.176758
	Iteration 1F: 3 clusters Score -1306803 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1307175.625000 Penalty: 4668.176758
	Iteration 2F: 3 clusters Score -1307176 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1307438.625000 Penalty: 4668.176758
	Iteration 3Q: 3 clusters Score -1307439 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1307666 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1307835.750000 Penalty: 4668.176758
	Iteration 5Q: 3 clusters Score -1307836 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1308023 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1308208 nChanged 412
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1308419 nChanged 423
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1308649 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1308853 nChanged 388
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1309090 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1309361.000000 Penalty: 4668.176758
	Iteration 12Q: 3 clusters Score -1309361 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1309640 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1309902 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1310113.750000 Penalty: 4668.176758
	Iteration 15Q: 3 clusters Score -1310114 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1310298 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1310467 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1310580 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1310654.125000 Penalty: 4668.176758
	Iteration 19Q: 3 clusters Score -1310654 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1310718 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1310765 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1310805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1310830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1310850.375000 Penalty: 4668.176758
	Iteration 24Q: 3 clusters Score -1310850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1310867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1310883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1310895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1310900.250000 Penalty: 4668.176758
	Iteration 28Q: 3 clusters Score -1310900 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1310907.250000 Penalty: 4668.176758
	Iteration 29Q: 3 clusters Score -1310907 nChanged 27
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Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1310911.000000 Penalty: 4668.176758
	Iteration 30Q: 3 clusters Score -1310911 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1310917 nChanged 24
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Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1310925 nChanged 19
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Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1310928 nChanged 11
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Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1310927 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1310930 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1310931.625000 Penalty: 4668.176758
	Iteration 36Q: 3 clusters Score -1310932 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1310933.500000 Penalty: 4668.176758
	Iteration 37Q: 3 clusters Score -1310934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1310938.750000 Penalty: 4668.176758
	Iteration 38Q: 3 clusters Score -1310939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1310937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1310938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1310944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1310951.375000 Penalty: 4668.176758
	Iteration 42Q: 3 clusters Score -1310951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1310955.000000 Penalty: 4668.176758
	Iteration 43Q: 3 clusters Score -1310955 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1310959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1310960.500000 Penalty: 4668.176758
	Iteration 45Q: 3 clusters Score -1310960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1310966 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1310973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1310977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1310981.625000 Penalty: 4668.176758
	Iteration 49Q: 3 clusters Score -1310982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1310983.000000 Penalty: 4668.176758
	Iteration 50Q: 3 clusters Score -1310983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1310988 nChanged 18
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1310993.750000 Penalty: 4668.176758
	Iteration 52Q: 3 clusters Score -1310994 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1310995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1311002.250000 Penalty: 4668.176758
	Iteration 54Q: 3 clusters Score -1311002 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1311015.125000 Penalty: 4668.176758
	Iteration 55Q: 3 clusters Score -1311015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1311018.125000 Penalty: 4668.176758
	Iteration 56Q: 3 clusters Score -1311018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1311020.375000 Penalty: 4668.176758
	Iteration 57Q: 3 clusters Score -1311020 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1311021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1311026.875000 Penalty: 4668.176758
	Iteration 59Q: 3 clusters Score -1311027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1311032.375000 Penalty: 4668.176758
	Iteration 60F: 3 clusters Score -1311032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1311031.750000 Penalty: 4668.176758
	Iteration 61Q: 3 clusters Score -1311032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1311036.625000 Penalty: 4668.176758
	Iteration 62Q: 3 clusters Score -1311037 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1311039.500000 Penalty: 4668.176758
	Iteration 63Q: 3 clusters Score -1311040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1311046.125000 Penalty: 4668.176758
	Iteration 64Q: 3 clusters Score -1311046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1311057.875000 Penalty: 4668.176758
	Iteration 65Q: 3 clusters Score -1311058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1311066.500000 Penalty: 4668.176758
	Iteration 66Q: 3 clusters Score -1311066 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1311082.375000 Penalty: 4668.176758
	Iteration 67Q: 3 clusters Score -1311082 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9437 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1311106 nChanged 65
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Entering Unmasked Estep 
Score: -1311131.375000 Penalty: 4668.176758
	Iteration 69Q: 3 clusters Score -1311131 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1311155.250000 Penalty: 4668.176758
	Iteration 70Q: 3 clusters Score -1311155 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9412 members 
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Entering Unmasked Estep 
Score: -1311184.500000 Penalty: 4668.176758
	Iteration 71Q: 3 clusters Score -1311184 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1311222.000000 Penalty: 4668.176758
	Iteration 72Q: 3 clusters Score -1311222 nChanged 101
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Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1311261 nChanged 101
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Mstep: Class 1 contains 9310 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1311298 nChanged 91
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Mstep: Class 1 contains 9281 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1311333 nChanged 94
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Mstep: Class 1 contains 9263 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1311365 nChanged 86
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1311394 nChanged 71
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Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1311421 nChanged 70
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1311435 nChanged 50
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1311456 nChanged 51
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	Iteration 81Q: 3 clusters Score -1311469 nChanged 50
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1311486 nChanged 44
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1311497 nChanged 37
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1311510 nChanged 29
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1311513 nChanged 26
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	Iteration 86Q: 3 clusters Score -1311521 nChanged 23
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Mstep: Class 1 contains 9250 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1311527 nChanged 23
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1311529 nChanged 25
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Mstep: Class 1 contains 9264 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1311538 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9270 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1311540 nChanged 15
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Mstep: Class 1 contains 9279 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1311542 nChanged 20
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1311544 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1311554.500000 Penalty: 4668.176758
	Iteration 93Q: 3 clusters Score -1311554 nChanged 29
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1311561 nChanged 29
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Mstep: Class 1 contains 9331 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1311571 nChanged 17
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Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1311570.500000 Penalty: 4668.176758
	Iteration 96Q: 3 clusters Score -1311570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1311576.375000 Penalty: 4668.176758
	Iteration 97Q: 3 clusters Score -1311576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1311578.625000 Penalty: 4668.176758
	Iteration 98Q: 3 clusters Score -1311579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1311581.250000 Penalty: 4668.176758
	Iteration 99Q: 3 clusters Score -1311581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1311586.500000 Penalty: 4668.176758
	Iteration 100F: 3 clusters Score -1311586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1311589.375000 Penalty: 4668.176758
	Iteration 101Q: 3 clusters Score -1311589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1311593.375000 Penalty: 4668.176758
	Iteration 102Q: 3 clusters Score -1311593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1311598.625000 Penalty: 4668.176758
	Iteration 103Q: 3 clusters Score -1311599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1311601.625000 Penalty: 4668.176758
	Iteration 104Q: 3 clusters Score -1311602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1311604.375000 Penalty: 4668.176758
	Iteration 105Q: 3 clusters Score -1311604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1311609.875000 Penalty: 4668.176758
	Iteration 106Q: 3 clusters Score -1311610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1311611.750000 Penalty: 4668.176758
	Iteration 107Q: 3 clusters Score -1311612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1311614.875000 Penalty: 4668.176758
	Iteration 108Q: 3 clusters Score -1311615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1311619.375000 Penalty: 4668.176758
	Iteration 109Q: 3 clusters Score -1311619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1311617.750000 Penalty: 4668.176758
	Iteration 110Q: 3 clusters Score -1311618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1311622.000000 Penalty: 4668.176758
	Iteration 111Q: 3 clusters Score -1311622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1311621.750000 Penalty: 4668.176758
	Iteration 112Q: 3 clusters Score -1311622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1311622.750000 Penalty: 4668.176758
	Iteration 113Q: 3 clusters Score -1311623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1311620.375000 Penalty: 4668.176758
	Iteration 114Q: 3 clusters Score -1311620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1311623.250000 Penalty: 4668.176758
	Iteration 115Q: 3 clusters Score -1311623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1311624.125000 Penalty: 4668.176758
	Iteration 116Q: 3 clusters Score -1311624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1311626.375000 Penalty: 4668.176758
	Iteration 117Q: 3 clusters Score -1311626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1311627.750000 Penalty: 4668.176758
	Iteration 118Q: 3 clusters Score -1311628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1311629.750000 Penalty: 4668.176758
	Iteration 119Q: 3 clusters Score -1311630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1311629.375000 Penalty: 4668.176758
	Iteration 120F: 3 clusters Score -1311629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1311630.125000 Penalty: 4668.176758
	Iteration 121Q: 3 clusters Score -1311630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1311631.125000 Penalty: 4668.176758
	Iteration 122Q: 3 clusters Score -1311631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1311630.750000 Penalty: 4668.176758
	Iteration 123Q: 3 clusters Score -1311631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1311635.500000 Penalty: 4668.176758
	Iteration 124Q: 3 clusters Score -1311636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1311634.250000 Penalty: 4668.176758
	Iteration 125Q: 3 clusters Score -1311634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1311634.125000 Penalty: 4668.176758
	Iteration 126Q: 3 clusters Score -1311634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1311636.500000 Penalty: 4668.176758
	Iteration 127Q: 3 clusters Score -1311636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1311638.500000 Penalty: 4668.176758
	Iteration 128Q: 3 clusters Score -1311638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1311638.875000 Penalty: 4668.176758
	Iteration 129Q: 3 clusters Score -1311639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1311637.375000 Penalty: 4668.176758
	Iteration 130Q: 3 clusters Score -1311637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1311636.375000 Penalty: 4668.176758
	Iteration 131Q: 3 clusters Score -1311636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1311636.875000 Penalty: 4668.176758
	Iteration 132Q: 3 clusters Score -1311637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1311636.875000 Penalty: 4668.176758
	Iteration 133F: 3 clusters Score -1311637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -750109.750000 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -750109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -744462.437500 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -744462.4 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -746055.812500 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -746055.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -746418.937500 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -746418.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -746753.750000 Penalty: 4375.139648
	Iteration 3F: 3 clusters Score -746753.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -747101.250000 Penalty: 4375.139648
	Iteration 4F: 3 clusters Score -747101.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -747534.250000 Penalty: 4375.139648
	Iteration 5F: 3 clusters Score -747534.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -748010.375000 Penalty: 4375.139648
	Iteration 6F: 3 clusters Score -748010.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -748380.875000 Penalty: 4375.139648
	Iteration 7F: 3 clusters Score -748380.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -748617.312500 Penalty: 4375.139648
	Iteration 8Q: 3 clusters Score -748617.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -748786.312500 Penalty: 4375.139648
	Iteration 9Q: 3 clusters Score -748786.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -748928.187500 Penalty: 4375.139648
	Iteration 10Q: 3 clusters Score -748928.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -749045.437500 Penalty: 4375.139648
	Iteration 11Q: 3 clusters Score -749045.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -749137.625000 Penalty: 4375.139648
	Iteration 12Q: 3 clusters Score -749137.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -749209.625000 Penalty: 4375.139648
	Iteration 13Q: 3 clusters Score -749209.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -749268.812500 Penalty: 4375.139648
	Iteration 14Q: 3 clusters Score -749268.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -749317.125000 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -749317.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -749360.187500 Penalty: 4375.139648
	Iteration 16Q: 3 clusters Score -749360.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -749409.500000 Penalty: 4375.139648
	Iteration 17Q: 3 clusters Score -749409.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -749467.625000 Penalty: 4375.139648
	Iteration 18Q: 3 clusters Score -749467.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -749523.312500 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -749523.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -749586.812500 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -749586.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -749655.687500 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -749655.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -749701.375000 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -749701.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -749729.687500 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -749729.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -749745.687500 Penalty: 4375.139648
	Iteration 24Q: 3 clusters Score -749745.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -749755.062500 Penalty: 4375.139648
	Iteration 25Q: 3 clusters Score -749755.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -749765.000000 Penalty: 4375.139648
	Iteration 26Q: 3 clusters Score -749765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -749771.812500 Penalty: 4375.139648
	Iteration 27Q: 3 clusters Score -749771.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -749773.125000 Penalty: 4375.139648
	Iteration 28Q: 3 clusters Score -749773.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -749779.812500 Penalty: 4375.139648
	Iteration 29Q: 3 clusters Score -749779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -749782.875000 Penalty: 4375.139648
	Iteration 30Q: 3 clusters Score -749782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -749786.937500 Penalty: 4375.139648
	Iteration 31Q: 3 clusters Score -749786.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -749789.562500 Penalty: 4375.139648
	Iteration 32Q: 3 clusters Score -749789.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -749794.187500 Penalty: 4375.139648
	Iteration 33Q: 3 clusters Score -749794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -749797.500000 Penalty: 4375.139648
	Iteration 34Q: 3 clusters Score -749797.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -749798.750000 Penalty: 4375.139648
	Iteration 35Q: 3 clusters Score -749798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -749799.750000 Penalty: 4375.139648
	Iteration 36Q: 3 clusters Score -749799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -749804.125000 Penalty: 4375.139648
	Iteration 37Q: 3 clusters Score -749804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -749807.687500 Penalty: 4375.139648
	Iteration 38Q: 3 clusters Score -749807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -749811.875000 Penalty: 4375.139648
	Iteration 39Q: 3 clusters Score -749811.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -749816.562500 Penalty: 4375.139648
	Iteration 40F: 3 clusters Score -749816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -749818.250000 Penalty: 4375.139648
	Iteration 41Q: 3 clusters Score -749818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -749820.750000 Penalty: 4375.139648
	Iteration 42Q: 3 clusters Score -749820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -749821.562500 Penalty: 4375.139648
	Iteration 43Q: 3 clusters Score -749821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -749823.937500 Penalty: 4375.139648
	Iteration 44Q: 3 clusters Score -749823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -749823.687500 Penalty: 4375.139648
	Iteration 45Q: 3 clusters Score -749823.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -749825.000000 Penalty: 4375.139648
	Iteration 46Q: 3 clusters Score -749825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -749826.562500 Penalty: 4375.139648
	Iteration 47Q: 3 clusters Score -749826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -749826.687500 Penalty: 4375.139648
	Iteration 48Q: 3 clusters Score -749826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -749826.500000 Penalty: 4375.139648
	Iteration 49Q: 3 clusters Score -749826.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -749828.750000 Penalty: 4375.139648
	Iteration 50Q: 3 clusters Score -749828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -749831.187500 Penalty: 4375.139648
	Iteration 51Q: 3 clusters Score -749831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -749832.250000 Penalty: 4375.139648
	Iteration 52Q: 3 clusters Score -749832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -749833.062500 Penalty: 4375.139648
	Iteration 53Q: 3 clusters Score -749833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -749833.062500 Penalty: 4375.139648
	Iteration 54F: 3 clusters Score -749833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -107163.054688 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -107163.1 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 558 members 
Entering Unmasked Estep 
Score: -105251.710938 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -105251.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -105893.148438 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -105893.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106247.171875 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -106247.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106521.164062 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -106521.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -106743.804688 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -106743.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -106977.484375 Penalty: 3477.562012
	Iteration 5F: 3 clusters Score -106977.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107243.210938 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -107243.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107626.007812 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -107626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108109.437500 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -108109.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108222.218750 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -108222.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108242.601562 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -108242.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108255.960938 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -108256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108276.023438 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -108276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108314.453125 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -108314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108348.210938 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -108348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108362.539062 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -108362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -108372.023438 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -108372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -108377.609375 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -108377.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -108382.000000 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -108382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -108382.851562 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -108382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -108382.851562 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -108382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 521 members 
Entering Unmasked Estep 
Score: -139279120.000000 Penalty: 209383.000000
Splitting cluster 38 changes total score from -139279488.000000 to -139279120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -394599.906250 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -394599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -390544.000000 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -390544 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -391940.031250 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -391940 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -392676.125000 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -392676.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -393427.031250 Penalty: 4164.940430
	Iteration 3F: 3 clusters Score -393427 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -393996.031250 Penalty: 4164.940430
	Iteration 4F: 3 clusters Score -393996 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -394385.468750 Penalty: 4164.940430
	Iteration 5F: 3 clusters Score -394385.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -394640.093750 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -394640.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -394877.750000 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -394877.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -395056.031250 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -395056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -395182.843750 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -395182.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -395288.062500 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -395288.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -395344.843750 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -395344.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -395367.875000 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -395367.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -395378.625000 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -395378.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -395390.593750 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -395390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -395394.562500 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -395394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -395400.875000 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -395400.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -395403.937500 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -395403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -395407.250000 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -395407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -395408.437500 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -395408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -395451.281250 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -395451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -395477.093750 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -395477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -395479.687500 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -395479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -395482.187500 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -395482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -395484.312500 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -395484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -395485.093750 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -395485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -395485.906250 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -395485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -395485.906250 Penalty: 4164.940430
	Iteration 27F: 3 clusters Score -395485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 3506 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 928 members 
Entering Unmasked Estep 
Score: -139278912.000000 Penalty: 209383.000000
Splitting cluster 39 changes total score from -139279488.000000 to -139278912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (8182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Entering Unmasked Estep 
Score: -849197.437500 Penalty: 2234.403564
	Iteration 0F: 2 clusters Score -849197.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -842762.187500 Penalty: 4468.807129
	Iteration 0F: 3 clusters Score -842762.2 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -844900.437500 Penalty: 4468.807129
	Iteration 1F: 3 clusters Score -844900.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -845593.875000 Penalty: 4468.807129
	Iteration 2F: 3 clusters Score -845593.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -846401.812500 Penalty: 4468.807129
	Iteration 3F: 3 clusters Score -846401.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -847188.000000 Penalty: 4468.807129
	Iteration 4F: 3 clusters Score -847188 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -847715.750000 Penalty: 4468.807129
	Iteration 5F: 3 clusters Score -847715.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -847976.687500 Penalty: 4468.807129
	Iteration 6Q: 3 clusters Score -847976.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -848132.687500 Penalty: 4468.807129
	Iteration 7Q: 3 clusters Score -848132.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -848253.187500 Penalty: 4468.807129
	Iteration 8Q: 3 clusters Score -848253.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -848349.625000 Penalty: 4468.807129
	Iteration 9Q: 3 clusters Score -848349.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -848418.000000 Penalty: 4468.807129
	Iteration 10Q: 3 clusters Score -848418 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -848462.937500 Penalty: 4468.807129
	Iteration 11Q: 3 clusters Score -848462.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -848503.250000 Penalty: 4468.807129
	Iteration 12Q: 3 clusters Score -848503.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -848530.875000 Penalty: 4468.807129
	Iteration 13Q: 3 clusters Score -848530.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -848555.812500 Penalty: 4468.807129
	Iteration 14Q: 3 clusters Score -848555.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -848576.000000 Penalty: 4468.807129
	Iteration 15Q: 3 clusters Score -848576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -848591.125000 Penalty: 4468.807129
	Iteration 16Q: 3 clusters Score -848591.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -848602.375000 Penalty: 4468.807129
	Iteration 17Q: 3 clusters Score -848602.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -848610.062500 Penalty: 4468.807129
	Iteration 18Q: 3 clusters Score -848610.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -848618.812500 Penalty: 4468.807129
	Iteration 19Q: 3 clusters Score -848618.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -848626.125000 Penalty: 4468.807129
	Iteration 20F: 3 clusters Score -848626.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -848630.125000 Penalty: 4468.807129
	Iteration 21Q: 3 clusters Score -848630.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -848633.687500 Penalty: 4468.807129
	Iteration 22Q: 3 clusters Score -848633.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -848642.312500 Penalty: 4468.807129
	Iteration 23Q: 3 clusters Score -848642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -848646.375000 Penalty: 4468.807129
	Iteration 24Q: 3 clusters Score -848646.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -848652.562500 Penalty: 4468.807129
	Iteration 25Q: 3 clusters Score -848652.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -848662.312500 Penalty: 4468.807129
	Iteration 26Q: 3 clusters Score -848662.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -848668.187500 Penalty: 4468.807129
	Iteration 27Q: 3 clusters Score -848668.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -848680.687500 Penalty: 4468.807129
	Iteration 28Q: 3 clusters Score -848680.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -848686.437500 Penalty: 4468.807129
	Iteration 29Q: 3 clusters Score -848686.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -848702.062500 Penalty: 4468.807129
	Iteration 30Q: 3 clusters Score -848702.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -848717.812500 Penalty: 4468.807129
	Iteration 31Q: 3 clusters Score -848717.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -848744.750000 Penalty: 4468.807129
	Iteration 32Q: 3 clusters Score -848744.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -848765.250000 Penalty: 4468.807129
	Iteration 33Q: 3 clusters Score -848765.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -848788.000000 Penalty: 4468.807129
	Iteration 34Q: 3 clusters Score -848788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -848798.062500 Penalty: 4468.807129
	Iteration 35Q: 3 clusters Score -848798.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -848807.875000 Penalty: 4468.807129
	Iteration 36Q: 3 clusters Score -848807.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -848814.875000 Penalty: 4468.807129
	Iteration 37Q: 3 clusters Score -848814.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -848824.812500 Penalty: 4468.807129
	Iteration 38Q: 3 clusters Score -848824.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -848843.125000 Penalty: 4468.807129
	Iteration 39Q: 3 clusters Score -848843.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -848853.062500 Penalty: 4468.807129
	Iteration 40F: 3 clusters Score -848853.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -848863.687500 Penalty: 4468.807129
	Iteration 41Q: 3 clusters Score -848863.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -848875.437500 Penalty: 4468.807129
	Iteration 42Q: 3 clusters Score -848875.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -848883.500000 Penalty: 4468.807129
	Iteration 43Q: 3 clusters Score -848883.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -848885.250000 Penalty: 4468.807129
	Iteration 44Q: 3 clusters Score -848885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -848883.625000 Penalty: 4468.807129
	Iteration 45Q: 3 clusters Score -848883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -848888.687500 Penalty: 4468.807129
	Iteration 46Q: 3 clusters Score -848888.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -848888.812500 Penalty: 4468.807129
	Iteration 47Q: 3 clusters Score -848888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -848888.250000 Penalty: 4468.807129
	Iteration 48Q: 3 clusters Score -848888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -848889.937500 Penalty: 4468.807129
	Iteration 49Q: 3 clusters Score -848889.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -848892.125000 Penalty: 4468.807129
	Iteration 50Q: 3 clusters Score -848892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -848892.312500 Penalty: 4468.807129
	Iteration 51Q: 3 clusters Score -848892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -848892.875000 Penalty: 4468.807129
	Iteration 52Q: 3 clusters Score -848892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -848892.625000 Penalty: 4468.807129
	Iteration 53Q: 3 clusters Score -848892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -848893.250000 Penalty: 4468.807129
	Iteration 54Q: 3 clusters Score -848893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -848893.312500 Penalty: 4468.807129
	Iteration 55Q: 3 clusters Score -848893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -848895.625000 Penalty: 4468.807129
	Iteration 56Q: 3 clusters Score -848895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -848894.625000 Penalty: 4468.807129
	Iteration 57Q: 3 clusters Score -848894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -848894.625000 Penalty: 4468.807129
	Iteration 58F: 3 clusters Score -848894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -112359.515625 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -112359.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110376.296875 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -110376.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -110701.921875 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -110701.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110783.789062 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -110783.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110840.281250 Penalty: 3472.165771
	Iteration 3Q: 3 clusters Score -110840.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -110903.601562 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -110903.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -111002.953125 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -111003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -111141.656250 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -111141.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111410.195312 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -111410.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112112.140625 Penalty: 3472.165771
	Iteration 8F: 3 clusters Score -112112.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112487.703125 Penalty: 3472.165771
	Iteration 9F: 3 clusters Score -112487.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112709.085938 Penalty: 3472.165771
	Iteration 10F: 3 clusters Score -112709.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112956.453125 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -112956.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113077.000000 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -113077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -113119.476562 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -113119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -113133.296875 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -113133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -113140.664062 Penalty: 3472.165771
	Iteration 15Q: 3 clusters Score -113140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -113143.281250 Penalty: 3472.165771
	Iteration 16F: 3 clusters Score -113143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113171.296875 Penalty: 3472.165771
	Iteration 17Q: 3 clusters Score -113171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -113172.585938 Penalty: 3472.165771
	Iteration 18Q: 3 clusters Score -113172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -113172.585938 Penalty: 3472.165771
	Iteration 19F: 3 clusters Score -113172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 778 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 319 members 
Entering Unmasked Estep 
Score: -139278592.000000 Penalty: 209383.000000
Splitting cluster 41 changes total score from -139279488.000000 to -139278592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (10262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Entering Unmasked Estep 
Score: -1072431.250000 Penalty: 2290.578369
	Iteration 0F: 2 clusters Score -1072431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1064600.375000 Penalty: 4581.156738
	Iteration 0F: 3 clusters Score -1064600 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1067033.375000 Penalty: 4581.156738
	Iteration 1F: 3 clusters Score -1067033 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1067622.750000 Penalty: 4581.156738
	Iteration 2F: 3 clusters Score -1067623 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1068277.375000 Penalty: 4581.156738
	Iteration 3F: 3 clusters Score -1068277 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1068902.250000 Penalty: 4581.156738
	Iteration 4F: 3 clusters Score -1068902 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1069461.375000 Penalty: 4581.156738
	Iteration 5F: 3 clusters Score -1069461 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1069877.375000 Penalty: 4581.156738
	Iteration 6F: 3 clusters Score -1069877 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1070145.250000 Penalty: 4581.156738
	Iteration 7Q: 3 clusters Score -1070145 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1070290.250000 Penalty: 4581.156738
	Iteration 8Q: 3 clusters Score -1070290 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1070378.125000 Penalty: 4581.156738
	Iteration 9Q: 3 clusters Score -1070378 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1070446.750000 Penalty: 4581.156738
	Iteration 10Q: 3 clusters Score -1070447 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1070505.250000 Penalty: 4581.156738
	Iteration 11Q: 3 clusters Score -1070505 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1070554.500000 Penalty: 4581.156738
	Iteration 12Q: 3 clusters Score -1070554 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1070591.500000 Penalty: 4581.156738
	Iteration 13Q: 3 clusters Score -1070592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1070621.375000 Penalty: 4581.156738
	Iteration 14Q: 3 clusters Score -1070621 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1070651.250000 Penalty: 4581.156738
	Iteration 15Q: 3 clusters Score -1070651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1070669.875000 Penalty: 4581.156738
	Iteration 16Q: 3 clusters Score -1070670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1070692.750000 Penalty: 4581.156738
	Iteration 17Q: 3 clusters Score -1070693 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1070722.250000 Penalty: 4581.156738
	Iteration 18Q: 3 clusters Score -1070722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1070751.500000 Penalty: 4581.156738
	Iteration 19Q: 3 clusters Score -1070752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1070772.750000 Penalty: 4581.156738
	Iteration 20F: 3 clusters Score -1070773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1070787.000000 Penalty: 4581.156738
	Iteration 21Q: 3 clusters Score -1070787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1070802.875000 Penalty: 4581.156738
	Iteration 22Q: 3 clusters Score -1070803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1070810.500000 Penalty: 4581.156738
	Iteration 23Q: 3 clusters Score -1070810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1070820.625000 Penalty: 4581.156738
	Iteration 24Q: 3 clusters Score -1070821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1070831.000000 Penalty: 4581.156738
	Iteration 25Q: 3 clusters Score -1070831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1070839.500000 Penalty: 4581.156738
	Iteration 26Q: 3 clusters Score -1070840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1070842.375000 Penalty: 4581.156738
	Iteration 27Q: 3 clusters Score -1070842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1070849.000000 Penalty: 4581.156738
	Iteration 28Q: 3 clusters Score -1070849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1070855.625000 Penalty: 4581.156738
	Iteration 29Q: 3 clusters Score -1070856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1070866.250000 Penalty: 4581.156738
	Iteration 30Q: 3 clusters Score -1070866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1070876.625000 Penalty: 4581.156738
	Iteration 31Q: 3 clusters Score -1070877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1070883.500000 Penalty: 4581.156738
	Iteration 32Q: 3 clusters Score -1070884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1070889.125000 Penalty: 4581.156738
	Iteration 33Q: 3 clusters Score -1070889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1070893.375000 Penalty: 4581.156738
	Iteration 34Q: 3 clusters Score -1070893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1070898.750000 Penalty: 4581.156738
	Iteration 35Q: 3 clusters Score -1070899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1070907.375000 Penalty: 4581.156738
	Iteration 36Q: 3 clusters Score -1070907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1070913.000000 Penalty: 4581.156738
	Iteration 37Q: 3 clusters Score -1070913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1070917.125000 Penalty: 4581.156738
	Iteration 38Q: 3 clusters Score -1070917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1070922.125000 Penalty: 4581.156738
	Iteration 39Q: 3 clusters Score -1070922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1070923.000000 Penalty: 4581.156738
	Iteration 40F: 3 clusters Score -1070923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1070931.625000 Penalty: 4581.156738
	Iteration 41Q: 3 clusters Score -1070932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1070934.250000 Penalty: 4581.156738
	Iteration 42Q: 3 clusters Score -1070934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1070935.250000 Penalty: 4581.156738
	Iteration 43Q: 3 clusters Score -1070935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1070938.250000 Penalty: 4581.156738
	Iteration 44Q: 3 clusters Score -1070938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1070940.500000 Penalty: 4581.156738
	Iteration 45Q: 3 clusters Score -1070940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1070944.250000 Penalty: 4581.156738
	Iteration 46Q: 3 clusters Score -1070944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1070952.625000 Penalty: 4581.156738
	Iteration 47Q: 3 clusters Score -1070953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1070956.625000 Penalty: 4581.156738
	Iteration 48Q: 3 clusters Score -1070957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1070956.625000 Penalty: 4581.156738
	Iteration 49Q: 3 clusters Score -1070957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1070962.000000 Penalty: 4581.156738
	Iteration 50Q: 3 clusters Score -1070962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1070964.625000 Penalty: 4581.156738
	Iteration 51Q: 3 clusters Score -1070965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1070965.875000 Penalty: 4581.156738
	Iteration 52Q: 3 clusters Score -1070966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1070965.500000 Penalty: 4581.156738
	Iteration 53Q: 3 clusters Score -1070966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1070965.250000 Penalty: 4581.156738
	Iteration 54Q: 3 clusters Score -1070965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1070965.875000 Penalty: 4581.156738
	Iteration 55Q: 3 clusters Score -1070966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1070965.875000 Penalty: 4581.156738
	Iteration 56F: 3 clusters Score -1070966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Entering Unmasked Estep 
Score: -741875.937500 Penalty: 2197.122070
	Iteration 0F: 2 clusters Score -741875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -736086.687500 Penalty: 4394.244141
	Iteration 0F: 3 clusters Score -736086.7 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -737745.750000 Penalty: 4394.244141
	Iteration 1F: 3 clusters Score -737745.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -738208.250000 Penalty: 4394.244141
	Iteration 2F: 3 clusters Score -738208.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -738855.562500 Penalty: 4394.244141
	Iteration 3F: 3 clusters Score -738855.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -739643.500000 Penalty: 4394.244141
	Iteration 4F: 3 clusters Score -739643.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -740402.937500 Penalty: 4394.244141
	Iteration 5F: 3 clusters Score -740402.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -740985.375000 Penalty: 4394.244141
	Iteration 6F: 3 clusters Score -740985.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -741344.937500 Penalty: 4394.244141
	Iteration 7Q: 3 clusters Score -741344.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -741577.812500 Penalty: 4394.244141
	Iteration 8Q: 3 clusters Score -741577.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -741708.250000 Penalty: 4394.244141
	Iteration 9Q: 3 clusters Score -741708.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -741770.750000 Penalty: 4394.244141
	Iteration 10Q: 3 clusters Score -741770.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -741793.187500 Penalty: 4394.244141
	Iteration 11Q: 3 clusters Score -741793.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -741803.625000 Penalty: 4394.244141
	Iteration 12Q: 3 clusters Score -741803.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -741808.562500 Penalty: 4394.244141
	Iteration 13Q: 3 clusters Score -741808.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -741812.500000 Penalty: 4394.244141
	Iteration 14Q: 3 clusters Score -741812.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -741812.750000 Penalty: 4394.244141
	Iteration 15Q: 3 clusters Score -741812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -741813.125000 Penalty: 4394.244141
	Iteration 16Q: 3 clusters Score -741813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -741812.562500 Penalty: 4394.244141
	Iteration 17Q: 3 clusters Score -741812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -741813.187500 Penalty: 4394.244141
	Iteration 18Q: 3 clusters Score -741813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -741813.187500 Penalty: 4394.244141
	Iteration 19F: 3 clusters Score -741813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (53341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Entering Unmasked Estep 
Score: -6074444.000000 Penalty: 2699.346191
	Iteration 0F: 2 clusters Score -6074444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -6038498.500000 Penalty: 5398.692383
	Iteration 0F: 3 clusters Score -6038498 nChanged 24770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -6052133.500000 Penalty: 5398.692383
	Iteration 1F: 3 clusters Score -6052134 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6052687.500000 Penalty: 5398.692383
	Iteration 2Q: 3 clusters Score -6052688 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6053173.000000 Penalty: 5398.692383
	Iteration 3Q: 3 clusters Score -6053173 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -6053719.500000 Penalty: 5398.692383
	Iteration 4Q: 3 clusters Score -6053720 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -6054224.500000 Penalty: 5398.692383
	Iteration 5Q: 3 clusters Score -6054224 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6054849.000000 Penalty: 5398.692383
	Iteration 6Q: 3 clusters Score -6054849 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -6055591.500000 Penalty: 5398.692383
	Iteration 7Q: 3 clusters Score -6055592 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -6056413.000000 Penalty: 5398.692383
	Iteration 8Q: 3 clusters Score -6056413 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -6057213.000000 Penalty: 5398.692383
	Iteration 9Q: 3 clusters Score -6057213 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -6057966.500000 Penalty: 5398.692383
	Iteration 10Q: 3 clusters Score -6057966 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -6058685.000000 Penalty: 5398.692383
	Iteration 11Q: 3 clusters Score -6058685 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -6059348.500000 Penalty: 5398.692383
	Iteration 12Q: 3 clusters Score -6059348 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -6059873.500000 Penalty: 5398.692383
	Iteration 13Q: 3 clusters Score -6059874 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -6060258.000000 Penalty: 5398.692383
	Iteration 14Q: 3 clusters Score -6060258 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -6060577.500000 Penalty: 5398.692383
	Iteration 15Q: 3 clusters Score -6060578 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -6060875.500000 Penalty: 5398.692383
	Iteration 16Q: 3 clusters Score -6060876 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -6061153.000000 Penalty: 5398.692383
	Iteration 17Q: 3 clusters Score -6061153 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6061481.000000 Penalty: 5398.692383
	Iteration 18Q: 3 clusters Score -6061481 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -6061931.500000 Penalty: 5398.692383
	Iteration 19Q: 3 clusters Score -6061932 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -6062532.000000 Penalty: 5398.692383
	Iteration 20F: 3 clusters Score -6062532 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -6063302.500000 Penalty: 5398.692383
	Iteration 21Q: 3 clusters Score -6063302 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -6064206.000000 Penalty: 5398.692383
	Iteration 22Q: 3 clusters Score -6064206 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -6065190.000000 Penalty: 5398.692383
	Iteration 23Q: 3 clusters Score -6065190 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -6066115.500000 Penalty: 5398.692383
	Iteration 24Q: 3 clusters Score -6066116 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -6066749.500000 Penalty: 5398.692383
	Iteration 25Q: 3 clusters Score -6066750 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6067273.500000 Penalty: 5398.692383
	Iteration 26Q: 3 clusters Score -6067274 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -6067648.500000 Penalty: 5398.692383
	Iteration 27Q: 3 clusters Score -6067648 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -6067985.500000 Penalty: 5398.692383
	Iteration 28Q: 3 clusters Score -6067986 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -6068341.000000 Penalty: 5398.692383
	Iteration 29Q: 3 clusters Score -6068341 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -6068663.000000 Penalty: 5398.692383
	Iteration 30Q: 3 clusters Score -6068663 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -6069002.500000 Penalty: 5398.692383
	Iteration 31Q: 3 clusters Score -6069002 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -6069391.500000 Penalty: 5398.692383
	Iteration 32Q: 3 clusters Score -6069392 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -6069829.500000 Penalty: 5398.692383
	Iteration 33Q: 3 clusters Score -6069830 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -6070307.000000 Penalty: 5398.692383
	Iteration 34Q: 3 clusters Score -6070307 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -6070746.500000 Penalty: 5398.692383
	Iteration 35Q: 3 clusters Score -6070746 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -6071147.500000 Penalty: 5398.692383
	Iteration 36Q: 3 clusters Score -6071148 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -6071462.000000 Penalty: 5398.692383
	Iteration 37Q: 3 clusters Score -6071462 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -6071684.500000 Penalty: 5398.692383
	Iteration 38Q: 3 clusters Score -6071684 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -6071840.000000 Penalty: 5398.692383
	Iteration 39Q: 3 clusters Score -6071840 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -6071954.000000 Penalty: 5398.692383
	Iteration 40F: 3 clusters Score -6071954 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -6072035.500000 Penalty: 5398.692383
	Iteration 41Q: 3 clusters Score -6072036 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6072099.000000 Penalty: 5398.692383
	Iteration 42Q: 3 clusters Score -6072099 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6072137.500000 Penalty: 5398.692383
	Iteration 43Q: 3 clusters Score -6072138 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -6072179.500000 Penalty: 5398.692383
	Iteration 44Q: 3 clusters Score -6072180 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -6072215.500000 Penalty: 5398.692383
	Iteration 45Q: 3 clusters Score -6072216 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -6072235.500000 Penalty: 5398.692383
	Iteration 46Q: 3 clusters Score -6072236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6072263 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6072299 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -6072318.000000 Penalty: 5398.692383
	Iteration 49Q: 3 clusters Score -6072318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -6072322.000000 Penalty: 5398.692383
	Iteration 50Q: 3 clusters Score -6072322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -6072341.000000 Penalty: 5398.692383
	Iteration 51Q: 3 clusters Score -6072341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -6072353.000000 Penalty: 5398.692383
	Iteration 52Q: 3 clusters Score -6072353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6072363.500000 Penalty: 5398.692383
	Iteration 53Q: 3 clusters Score -6072364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6072376.000000 Penalty: 5398.692383
	Iteration 54Q: 3 clusters Score -6072376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6072397.500000 Penalty: 5398.692383
	Iteration 55Q: 3 clusters Score -6072398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -6072398.000000 Penalty: 5398.692383
	Iteration 56Q: 3 clusters Score -6072398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -6072400.000000 Penalty: 5398.692383
	Iteration 57Q: 3 clusters Score -6072400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -6072404.000000 Penalty: 5398.692383
	Iteration 58Q: 3 clusters Score -6072404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -6072412.500000 Penalty: 5398.692383
	Iteration 59Q: 3 clusters Score -6072412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -6072418.500000 Penalty: 5398.692383
	Iteration 60F: 3 clusters Score -6072418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -6072418.500000 Penalty: 5398.692383
	Iteration 61Q: 3 clusters Score -6072418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -6072427.000000 Penalty: 5398.692383
	Iteration 62Q: 3 clusters Score -6072427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -6072442.500000 Penalty: 5398.692383
	Iteration 63Q: 3 clusters Score -6072442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -6072444.000000 Penalty: 5398.692383
	Iteration 64Q: 3 clusters Score -6072444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -6072449.000000 Penalty: 5398.692383
	Iteration 65Q: 3 clusters Score -6072449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6072467.000000 Penalty: 5398.692383
	Iteration 66Q: 3 clusters Score -6072467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -6072469.000000 Penalty: 5398.692383
	Iteration 67Q: 3 clusters Score -6072469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -6072475.000000 Penalty: 5398.692383
	Iteration 68Q: 3 clusters Score -6072475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6072480.500000 Penalty: 5398.692383
	Iteration 69Q: 3 clusters Score -6072480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -6072475.000000 Penalty: 5398.692383
	Iteration 70Q: 3 clusters Score -6072475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -6072488.000000 Penalty: 5398.692383
	Iteration 71Q: 3 clusters Score -6072488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -6072489.000000 Penalty: 5398.692383
	Iteration 72Q: 3 clusters Score -6072489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -6072495.500000 Penalty: 5398.692383
	Iteration 73Q: 3 clusters Score -6072496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -6072496.500000 Penalty: 5398.692383
	Iteration 74Q: 3 clusters Score -6072496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -6072491.500000 Penalty: 5398.692383
	Iteration 75Q: 3 clusters Score -6072492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6072497.500000 Penalty: 5398.692383
	Iteration 76Q: 3 clusters Score -6072498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -6072497.000000 Penalty: 5398.692383
	Iteration 77Q: 3 clusters Score -6072497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -6072499.500000 Penalty: 5398.692383
	Iteration 78Q: 3 clusters Score -6072500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -6072493.500000 Penalty: 5398.692383
	Iteration 79Q: 3 clusters Score -6072494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -6072498.500000 Penalty: 5398.692383
	Iteration 80F: 3 clusters Score -6072498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -6072499.500000 Penalty: 5398.692383
	Iteration 81Q: 3 clusters Score -6072500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6072496.500000 Penalty: 5398.692383
	Iteration 82Q: 3 clusters Score -6072496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -6072487.500000 Penalty: 5398.692383
	Iteration 83Q: 3 clusters Score -6072488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -6072490.000000 Penalty: 5398.692383
	Iteration 84Q: 3 clusters Score -6072490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -6072486.500000 Penalty: 5398.692383
	Iteration 85Q: 3 clusters Score -6072486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -6072495.500000 Penalty: 5398.692383
	Iteration 86Q: 3 clusters Score -6072496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -6072491.500000 Penalty: 5398.692383
	Iteration 87Q: 3 clusters Score -6072492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -6072490.000000 Penalty: 5398.692383
	Iteration 88Q: 3 clusters Score -6072490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -6072488.500000 Penalty: 5398.692383
	Iteration 89Q: 3 clusters Score -6072488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -6072493.000000 Penalty: 5398.692383
	Iteration 90Q: 3 clusters Score -6072493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6072495.500000 Penalty: 5398.692383
	Iteration 91Q: 3 clusters Score -6072496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -6072499.000000 Penalty: 5398.692383
	Iteration 92Q: 3 clusters Score -6072499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -6072498.000000 Penalty: 5398.692383
	Iteration 93Q: 3 clusters Score -6072498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6072498.500000 Penalty: 5398.692383
	Iteration 94Q: 3 clusters Score -6072498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -6072499.500000 Penalty: 5398.692383
	Iteration 95Q: 3 clusters Score -6072500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -6072499.500000 Penalty: 5398.692383
	Iteration 96Q: 3 clusters Score -6072500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -6072499.500000 Penalty: 5398.692383
	Iteration 97Q: 3 clusters Score -6072500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -6072495.500000 Penalty: 5398.692383
	Iteration 98Q: 3 clusters Score -6072496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -6072496.000000 Penalty: 5398.692383
	Iteration 99Q: 3 clusters Score -6072496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -6072505.000000 Penalty: 5398.692383
	Iteration 100F: 3 clusters Score -6072505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -6072503.000000 Penalty: 5398.692383
	Iteration 101Q: 3 clusters Score -6072503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
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	Iteration 102F: 3 clusters Score -6072503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16999 members 
Entering Unmasked Estep 
Score: -1922045.375000 Penalty: 2415.745605
	Iteration 0F: 2 clusters Score -1922045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1909924 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1914142 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1914753.875000 Penalty: 4831.491211
	Iteration 2F: 3 clusters Score -1914754 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1915367.125000 Penalty: 4831.491211
	Iteration 3F: 3 clusters Score -1915367 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1915985.250000 Penalty: 4831.491211
	Iteration 4F: 3 clusters Score -1915985 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1916646.000000 Penalty: 4831.491211
	Iteration 5F: 3 clusters Score -1916646 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1917257.375000 Penalty: 4831.491211
	Iteration 6F: 3 clusters Score -1917257 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1917796.375000 Penalty: 4831.491211
	Iteration 7Q: 3 clusters Score -1917796 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1918191.875000 Penalty: 4831.491211
	Iteration 8Q: 3 clusters Score -1918192 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1918501.625000 Penalty: 4831.491211
	Iteration 9Q: 3 clusters Score -1918502 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1918802.500000 Penalty: 4831.491211
	Iteration 10Q: 3 clusters Score -1918802 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1919048.500000 Penalty: 4831.491211
	Iteration 11Q: 3 clusters Score -1919048 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1919244.875000 Penalty: 4831.491211
	Iteration 12Q: 3 clusters Score -1919245 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1919397.375000 Penalty: 4831.491211
	Iteration 13Q: 3 clusters Score -1919397 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1919514.125000 Penalty: 4831.491211
	Iteration 14Q: 3 clusters Score -1919514 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1919612.250000 Penalty: 4831.491211
	Iteration 15Q: 3 clusters Score -1919612 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1919676.500000 Penalty: 4831.491211
	Iteration 16Q: 3 clusters Score -1919676 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1919752.750000 Penalty: 4831.491211
	Iteration 17Q: 3 clusters Score -1919753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1919812.000000 Penalty: 4831.491211
	Iteration 18Q: 3 clusters Score -1919812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1919858.875000 Penalty: 4831.491211
	Iteration 19Q: 3 clusters Score -1919859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1919889.625000 Penalty: 4831.491211
	Iteration 20F: 3 clusters Score -1919890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1919914.000000 Penalty: 4831.491211
	Iteration 21Q: 3 clusters Score -1919914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1919928.875000 Penalty: 4831.491211
	Iteration 22Q: 3 clusters Score -1919929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1919942.375000 Penalty: 4831.491211
	Iteration 23Q: 3 clusters Score -1919942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1919953.375000 Penalty: 4831.491211
	Iteration 24Q: 3 clusters Score -1919953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1919962.750000 Penalty: 4831.491211
	Iteration 25Q: 3 clusters Score -1919963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1919970.375000 Penalty: 4831.491211
	Iteration 26Q: 3 clusters Score -1919970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1919974.125000 Penalty: 4831.491211
	Iteration 27Q: 3 clusters Score -1919974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1919973.625000 Penalty: 4831.491211
	Iteration 28Q: 3 clusters Score -1919974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1919974.875000 Penalty: 4831.491211
	Iteration 29Q: 3 clusters Score -1919975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1919976.750000 Penalty: 4831.491211
	Iteration 30Q: 3 clusters Score -1919977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1919980.375000 Penalty: 4831.491211
	Iteration 31Q: 3 clusters Score -1919980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1919984.125000 Penalty: 4831.491211
	Iteration 32Q: 3 clusters Score -1919984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1919984.500000 Penalty: 4831.491211
	Iteration 33Q: 3 clusters Score -1919984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1919988.125000 Penalty: 4831.491211
	Iteration 34Q: 3 clusters Score -1919988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1919988.125000 Penalty: 4831.491211
	Iteration 35F: 3 clusters Score -1919988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (41592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Entering Unmasked Estep 
Score: -4714027.500000 Penalty: 2637.644531
	Iteration 0F: 2 clusters Score -4714028 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 20768 members 
Entering Unmasked Estep 
Score: -4685835.500000 Penalty: 5275.289062
	Iteration 0F: 3 clusters Score -4685836 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4696418.500000 Penalty: 5275.289062
	Iteration 1F: 3 clusters Score -4696418 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4697141.500000 Penalty: 5275.289062
	Iteration 2Q: 3 clusters Score -4697142 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -4697950.000000 Penalty: 5275.289062
	Iteration 3Q: 3 clusters Score -4697950 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -4698959.500000 Penalty: 5275.289062
	Iteration 4F: 3 clusters Score -4698960 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4700126.500000 Penalty: 5275.289062
	Iteration 5F: 3 clusters Score -4700126 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -4701472.500000 Penalty: 5275.289062
	Iteration 6F: 3 clusters Score -4701472 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -4702779.500000 Penalty: 5275.289062
	Iteration 7F: 3 clusters Score -4702780 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -4703857.000000 Penalty: 5275.289062
	Iteration 8F: 3 clusters Score -4703857 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4704722.500000 Penalty: 5275.289062
	Iteration 9Q: 3 clusters Score -4704722 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4705465.500000 Penalty: 5275.289062
	Iteration 10Q: 3 clusters Score -4705466 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -4706225.000000 Penalty: 5275.289062
	Iteration 11Q: 3 clusters Score -4706225 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4706917.500000 Penalty: 5275.289062
	Iteration 12Q: 3 clusters Score -4706918 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4707646.500000 Penalty: 5275.289062
	Iteration 13Q: 3 clusters Score -4707646 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4708401.500000 Penalty: 5275.289062
	Iteration 14Q: 3 clusters Score -4708402 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4709182.500000 Penalty: 5275.289062
	Iteration 15Q: 3 clusters Score -4709182 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -4709890.500000 Penalty: 5275.289062
	Iteration 16Q: 3 clusters Score -4709890 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -4710503.500000 Penalty: 5275.289062
	Iteration 17Q: 3 clusters Score -4710504 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -4711044.000000 Penalty: 5275.289062
	Iteration 18Q: 3 clusters Score -4711044 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -4711361.000000 Penalty: 5275.289062
	Iteration 19Q: 3 clusters Score -4711361 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -4711568.500000 Penalty: 5275.289062
	Iteration 20F: 3 clusters Score -4711568 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -4711708.500000 Penalty: 5275.289062
	Iteration 21Q: 3 clusters Score -4711708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -4711788.000000 Penalty: 5275.289062
	Iteration 22Q: 3 clusters Score -4711788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -4711844.500000 Penalty: 5275.289062
	Iteration 23Q: 3 clusters Score -4711844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -4711875.000000 Penalty: 5275.289062
	Iteration 24Q: 3 clusters Score -4711875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -4711905.000000 Penalty: 5275.289062
	Iteration 25Q: 3 clusters Score -4711905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -4711910.500000 Penalty: 5275.289062
	Iteration 26Q: 3 clusters Score -4711910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -4711934.500000 Penalty: 5275.289062
	Iteration 27Q: 3 clusters Score -4711934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -4711947.500000 Penalty: 5275.289062
	Iteration 28Q: 3 clusters Score -4711948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -4711954.000000 Penalty: 5275.289062
	Iteration 29Q: 3 clusters Score -4711954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4711954.500000 Penalty: 5275.289062
	Iteration 30Q: 3 clusters Score -4711954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4711966.000000 Penalty: 5275.289062
	Iteration 31Q: 3 clusters Score -4711966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -4711968.000000 Penalty: 5275.289062
	Iteration 32Q: 3 clusters Score -4711968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -4711982.500000 Penalty: 5275.289062
	Iteration 33Q: 3 clusters Score -4711982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -4711990.500000 Penalty: 5275.289062
	Iteration 34Q: 3 clusters Score -4711990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -4711994.500000 Penalty: 5275.289062
	Iteration 35Q: 3 clusters Score -4711994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -4712005.500000 Penalty: 5275.289062
	Iteration 36Q: 3 clusters Score -4712006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -4712010.500000 Penalty: 5275.289062
	Iteration 37Q: 3 clusters Score -4712010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -4712007.000000 Penalty: 5275.289062
	Iteration 38Q: 3 clusters Score -4712007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4712008.000000 Penalty: 5275.289062
	Iteration 39Q: 3 clusters Score -4712008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -4712012.500000 Penalty: 5275.289062
	Iteration 40F: 3 clusters Score -4712012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -4712023.000000 Penalty: 5275.289062
	Iteration 41Q: 3 clusters Score -4712023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -4712026.500000 Penalty: 5275.289062
	Iteration 42Q: 3 clusters Score -4712026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -4712031.500000 Penalty: 5275.289062
	Iteration 43Q: 3 clusters Score -4712032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -4712034.500000 Penalty: 5275.289062
	Iteration 44Q: 3 clusters Score -4712034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -4712034.500000 Penalty: 5275.289062
	Iteration 45F: 3 clusters Score -4712034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (14137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Entering Unmasked Estep 
Score: -1558709.875000 Penalty: 2370.024658
	Iteration 0F: 2 clusters Score -1558710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1548499.250000 Penalty: 4740.049316
	Iteration 0F: 3 clusters Score -1548499 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1551992.625000 Penalty: 4740.049316
	Iteration 1F: 3 clusters Score -1551993 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1552720.875000 Penalty: 4740.049316
	Iteration 2F: 3 clusters Score -1552721 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1553603.875000 Penalty: 4740.049316
	Iteration 3F: 3 clusters Score -1553604 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1554592.875000 Penalty: 4740.049316
	Iteration 4F: 3 clusters Score -1554593 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1555565.625000 Penalty: 4740.049316
	Iteration 5F: 3 clusters Score -1555566 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1556471.250000 Penalty: 4740.049316
	Iteration 6F: 3 clusters Score -1556471 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1557214.500000 Penalty: 4740.049316
	Iteration 7F: 3 clusters Score -1557214 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1557683.625000 Penalty: 4740.049316
	Iteration 8Q: 3 clusters Score -1557684 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1557987.750000 Penalty: 4740.049316
	Iteration 9Q: 3 clusters Score -1557988 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1558126.500000 Penalty: 4740.049316
	Iteration 10Q: 3 clusters Score -1558126 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1558212.000000 Penalty: 4740.049316
	Iteration 11Q: 3 clusters Score -1558212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1558252.500000 Penalty: 4740.049316
	Iteration 12Q: 3 clusters Score -1558252 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1558278.250000 Penalty: 4740.049316
	Iteration 13Q: 3 clusters Score -1558278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1558302.125000 Penalty: 4740.049316
	Iteration 14Q: 3 clusters Score -1558302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1558314.250000 Penalty: 4740.049316
	Iteration 15Q: 3 clusters Score -1558314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1558330.000000 Penalty: 4740.049316
	Iteration 16Q: 3 clusters Score -1558330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1558340.500000 Penalty: 4740.049316
	Iteration 17Q: 3 clusters Score -1558340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1558352.375000 Penalty: 4740.049316
	Iteration 18Q: 3 clusters Score -1558352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1558353.500000 Penalty: 4740.049316
	Iteration 19Q: 3 clusters Score -1558354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1558363.125000 Penalty: 4740.049316
	Iteration 20F: 3 clusters Score -1558363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1558369.125000 Penalty: 4740.049316
	Iteration 21Q: 3 clusters Score -1558369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1558369.875000 Penalty: 4740.049316
	Iteration 22Q: 3 clusters Score -1558370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1558371.125000 Penalty: 4740.049316
	Iteration 23Q: 3 clusters Score -1558371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1558375.750000 Penalty: 4740.049316
	Iteration 24Q: 3 clusters Score -1558376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1558378.000000 Penalty: 4740.049316
	Iteration 25Q: 3 clusters Score -1558378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1558380.750000 Penalty: 4740.049316
	Iteration 26Q: 3 clusters Score -1558381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1558385.500000 Penalty: 4740.049316
	Iteration 27Q: 3 clusters Score -1558386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1558381.750000 Penalty: 4740.049316
	Iteration 28Q: 3 clusters Score -1558382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1558383.875000 Penalty: 4740.049316
	Iteration 29Q: 3 clusters Score -1558384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1558384.000000 Penalty: 4740.049316
	Iteration 30Q: 3 clusters Score -1558384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1558384.000000 Penalty: 4740.049316
	Iteration 31Q: 3 clusters Score -1558384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1558388.125000 Penalty: 4740.049316
	Iteration 32Q: 3 clusters Score -1558388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1558386.125000 Penalty: 4740.049316
	Iteration 33Q: 3 clusters Score -1558386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1558387.250000 Penalty: 4740.049316
	Iteration 34Q: 3 clusters Score -1558387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1558387.125000 Penalty: 4740.049316
	Iteration 35Q: 3 clusters Score -1558387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1558385.125000 Penalty: 4740.049316
	Iteration 36Q: 3 clusters Score -1558385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1558385.125000 Penalty: 4740.049316
	Iteration 37F: 3 clusters Score -1558385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Entering Unmasked Estep 
Score: -1647945.875000 Penalty: 2379.287354
	Iteration 0F: 2 clusters Score -1647946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1637196.250000 Penalty: 4758.574707
	Iteration 0F: 3 clusters Score -1637196 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1640853.750000 Penalty: 4758.574707
	Iteration 1F: 3 clusters Score -1640854 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1641541.500000 Penalty: 4758.574707
	Iteration 2F: 3 clusters Score -1641542 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1642300.375000 Penalty: 4758.574707
	Iteration 3F: 3 clusters Score -1642300 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1643041.500000 Penalty: 4758.574707
	Iteration 4F: 3 clusters Score -1643042 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1643746.125000 Penalty: 4758.574707
	Iteration 5F: 3 clusters Score -1643746 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1644511.000000 Penalty: 4758.574707
	Iteration 6F: 3 clusters Score -1644511 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1645301.500000 Penalty: 4758.574707
	Iteration 7F: 3 clusters Score -1645302 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1646034.625000 Penalty: 4758.574707
	Iteration 8F: 3 clusters Score -1646035 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1646815.375000 Penalty: 4758.574707
	Iteration 9F: 3 clusters Score -1646815 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1647416.000000 Penalty: 4758.574707
	Iteration 10Q: 3 clusters Score -1647416 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1647796.500000 Penalty: 4758.574707
	Iteration 11Q: 3 clusters Score -1647796 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1648024.375000 Penalty: 4758.574707
	Iteration 12Q: 3 clusters Score -1648024 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1648151.375000 Penalty: 4758.574707
	Iteration 13Q: 3 clusters Score -1648151 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1648215.500000 Penalty: 4758.574707
	Iteration 14Q: 3 clusters Score -1648216 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1648247.625000 Penalty: 4758.574707
	Iteration 15Q: 3 clusters Score -1648248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1648256.125000 Penalty: 4758.574707
	Iteration 16Q: 3 clusters Score -1648256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1648269.875000 Penalty: 4758.574707
	Iteration 17Q: 3 clusters Score -1648270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1648275.500000 Penalty: 4758.574707
	Iteration 18Q: 3 clusters Score -1648276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1648276.625000 Penalty: 4758.574707
	Iteration 19Q: 3 clusters Score -1648277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1648281.375000 Penalty: 4758.574707
	Iteration 20F: 3 clusters Score -1648281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1648280.250000 Penalty: 4758.574707
	Iteration 21Q: 3 clusters Score -1648280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1648281.375000 Penalty: 4758.574707
	Iteration 22Q: 3 clusters Score -1648281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1648286.750000 Penalty: 4758.574707
	Iteration 23Q: 3 clusters Score -1648287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1648285.625000 Penalty: 4758.574707
	Iteration 24Q: 3 clusters Score -1648286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1648284.250000 Penalty: 4758.574707
	Iteration 25Q: 3 clusters Score -1648284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1648284.625000 Penalty: 4758.574707
	Iteration 26Q: 3 clusters Score -1648285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1648284.625000 Penalty: 4758.574707
	Iteration 27F: 3 clusters Score -1648285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 5354 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 9321 members 
Entering Unmasked Estep 
Score: -139278560.000000 Penalty: 209383.000000
Splitting cluster 48 changes total score from -139279488.000000 to -139278560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -341032.843750 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -341032.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -337505.375000 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -337505.4 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -338510.968750 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -338511 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -338928.875000 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -338928.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -339293.187500 Penalty: 4040.911133
	Iteration 3F: 3 clusters Score -339293.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -339626.437500 Penalty: 4040.911133
	Iteration 4F: 3 clusters Score -339626.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -339863.812500 Penalty: 4040.911133
	Iteration 5F: 3 clusters Score -339863.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -340065.093750 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -340065.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -340188.000000 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -340188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -340264.406250 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -340264.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -340311.906250 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -340311.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -340349.531250 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -340349.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -340376.500000 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -340376.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -340394.593750 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -340394.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -340412.187500 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -340412.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -340430.375000 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -340430.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -340454.656250 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -340454.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -340473.093750 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -340473.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -340486.656250 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -340486.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -340493.343750 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -340493.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -340498.968750 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -340499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -340502.093750 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -340502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -340505.437500 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -340505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -340507.906250 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -340507.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -340509.625000 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -340509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -340513.500000 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -340513.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -340515.906250 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -340515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -340516.500000 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -340516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -340516.812500 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -340516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -340517.031250 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -340517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -340517.031250 Penalty: 4040.911133
	Iteration 29F: 3 clusters Score -340517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Entering Unmasked Estep 
Score: -778893.937500 Penalty: 2189.466553
	Iteration 0F: 2 clusters Score -778893.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -773258.812500 Penalty: 4378.933105
	Iteration 0F: 3 clusters Score -773258.8 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -774709.562500 Penalty: 4378.933105
	Iteration 1F: 3 clusters Score -774709.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -774949.937500 Penalty: 4378.933105
	Iteration 2F: 3 clusters Score -774949.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -775102.375000 Penalty: 4378.933105
	Iteration 3Q: 3 clusters Score -775102.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -775205.000000 Penalty: 4378.933105
	Iteration 4Q: 3 clusters Score -775205 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -775278.187500 Penalty: 4378.933105
	Iteration 5Q: 3 clusters Score -775278.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -775340.250000 Penalty: 4378.933105
	Iteration 6Q: 3 clusters Score -775340.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -775392.562500 Penalty: 4378.933105
	Iteration 7Q: 3 clusters Score -775392.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -775439.937500 Penalty: 4378.933105
	Iteration 8Q: 3 clusters Score -775439.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -775481.062500 Penalty: 4378.933105
	Iteration 9Q: 3 clusters Score -775481.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -775508.687500 Penalty: 4378.933105
	Iteration 10Q: 3 clusters Score -775508.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -775534.250000 Penalty: 4378.933105
	Iteration 11Q: 3 clusters Score -775534.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -775554.000000 Penalty: 4378.933105
	Iteration 12Q: 3 clusters Score -775554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -775568.562500 Penalty: 4378.933105
	Iteration 13Q: 3 clusters Score -775568.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -775579.375000 Penalty: 4378.933105
	Iteration 14Q: 3 clusters Score -775579.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -775591.937500 Penalty: 4378.933105
	Iteration 15Q: 3 clusters Score -775591.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -775603.062500 Penalty: 4378.933105
	Iteration 16Q: 3 clusters Score -775603.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -775614.187500 Penalty: 4378.933105
	Iteration 17Q: 3 clusters Score -775614.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -775624.875000 Penalty: 4378.933105
	Iteration 18Q: 3 clusters Score -775624.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -775631.437500 Penalty: 4378.933105
	Iteration 19Q: 3 clusters Score -775631.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -775643.187500 Penalty: 4378.933105
	Iteration 20F: 3 clusters Score -775643.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -775654.812500 Penalty: 4378.933105
	Iteration 21Q: 3 clusters Score -775654.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -775665.312500 Penalty: 4378.933105
	Iteration 22Q: 3 clusters Score -775665.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -775672.375000 Penalty: 4378.933105
	Iteration 23Q: 3 clusters Score -775672.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -775685.812500 Penalty: 4378.933105
	Iteration 24Q: 3 clusters Score -775685.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -775708.625000 Penalty: 4378.933105
	Iteration 25Q: 3 clusters Score -775708.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -775734.812500 Penalty: 4378.933105
	Iteration 26Q: 3 clusters Score -775734.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -775760.250000 Penalty: 4378.933105
	Iteration 27Q: 3 clusters Score -775760.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -775789.687500 Penalty: 4378.933105
	Iteration 28Q: 3 clusters Score -775789.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -775824.750000 Penalty: 4378.933105
	Iteration 29Q: 3 clusters Score -775824.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -775869.562500 Penalty: 4378.933105
	Iteration 30Q: 3 clusters Score -775869.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -775925.312500 Penalty: 4378.933105
	Iteration 31Q: 3 clusters Score -775925.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -775988.750000 Penalty: 4378.933105
	Iteration 32Q: 3 clusters Score -775988.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -776048.812500 Penalty: 4378.933105
	Iteration 33Q: 3 clusters Score -776048.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -776115.375000 Penalty: 4378.933105
	Iteration 34Q: 3 clusters Score -776115.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -776202.187500 Penalty: 4378.933105
	Iteration 35Q: 3 clusters Score -776202.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -776277.250000 Penalty: 4378.933105
	Iteration 36Q: 3 clusters Score -776277.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -776354.500000 Penalty: 4378.933105
	Iteration 37Q: 3 clusters Score -776354.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -776440.500000 Penalty: 4378.933105
	Iteration 38Q: 3 clusters Score -776440.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -776524.375000 Penalty: 4378.933105
	Iteration 39Q: 3 clusters Score -776524.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -776606.875000 Penalty: 4378.933105
	Iteration 40F: 3 clusters Score -776606.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -776679.437500 Penalty: 4378.933105
	Iteration 41Q: 3 clusters Score -776679.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -776746.750000 Penalty: 4378.933105
	Iteration 42Q: 3 clusters Score -776746.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -776800.062500 Penalty: 4378.933105
	Iteration 43Q: 3 clusters Score -776800.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -776859.625000 Penalty: 4378.933105
	Iteration 44Q: 3 clusters Score -776859.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -776899.187500 Penalty: 4378.933105
	Iteration 45Q: 3 clusters Score -776899.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -776923.625000 Penalty: 4378.933105
	Iteration 46Q: 3 clusters Score -776923.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -776942.625000 Penalty: 4378.933105
	Iteration 47Q: 3 clusters Score -776942.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -776960.500000 Penalty: 4378.933105
	Iteration 48Q: 3 clusters Score -776960.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -776967.062500 Penalty: 4378.933105
	Iteration 49Q: 3 clusters Score -776967.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -776972.500000 Penalty: 4378.933105
	Iteration 50Q: 3 clusters Score -776972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -776976.750000 Penalty: 4378.933105
	Iteration 51Q: 3 clusters Score -776976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -776978.375000 Penalty: 4378.933105
	Iteration 52Q: 3 clusters Score -776978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -776983.687500 Penalty: 4378.933105
	Iteration 53Q: 3 clusters Score -776983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -776988.437500 Penalty: 4378.933105
	Iteration 54Q: 3 clusters Score -776988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -776991.062500 Penalty: 4378.933105
	Iteration 55Q: 3 clusters Score -776991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -776991.062500 Penalty: 4378.933105
	Iteration 56F: 3 clusters Score -776991.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -327597.843750 Penalty: 2029.482544
	Iteration 0F: 2 clusters Score -327597.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -324003.125000 Penalty: 4058.965088
	Iteration 0F: 3 clusters Score -324003.1 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -325072.687500 Penalty: 4058.965088
	Iteration 1F: 3 clusters Score -325072.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -325692.156250 Penalty: 4058.965088
	Iteration 2F: 3 clusters Score -325692.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -326240.687500 Penalty: 4058.965088
	Iteration 3F: 3 clusters Score -326240.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -326735.062500 Penalty: 4058.965088
	Iteration 4F: 3 clusters Score -326735.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -327095.437500 Penalty: 4058.965088
	Iteration 5F: 3 clusters Score -327095.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -327307.968750 Penalty: 4058.965088
	Iteration 6F: 3 clusters Score -327308 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -327518.218750 Penalty: 4058.965088
	Iteration 7Q: 3 clusters Score -327518.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -327677.187500 Penalty: 4058.965088
	Iteration 8Q: 3 clusters Score -327677.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -327812.218750 Penalty: 4058.965088
	Iteration 9Q: 3 clusters Score -327812.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -327925.000000 Penalty: 4058.965088
	Iteration 10Q: 3 clusters Score -327925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -328019.625000 Penalty: 4058.965088
	Iteration 11Q: 3 clusters Score -328019.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -328078.093750 Penalty: 4058.965088
	Iteration 12Q: 3 clusters Score -328078.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -328135.562500 Penalty: 4058.965088
	Iteration 13Q: 3 clusters Score -328135.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -328164.187500 Penalty: 4058.965088
	Iteration 14Q: 3 clusters Score -328164.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -328179.750000 Penalty: 4058.965088
	Iteration 15Q: 3 clusters Score -328179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -328188.125000 Penalty: 4058.965088
	Iteration 16Q: 3 clusters Score -328188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -328195.375000 Penalty: 4058.965088
	Iteration 17Q: 3 clusters Score -328195.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -328201.718750 Penalty: 4058.965088
	Iteration 18Q: 3 clusters Score -328201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -328202.781250 Penalty: 4058.965088
	Iteration 19Q: 3 clusters Score -328202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -328203.031250 Penalty: 4058.965088
	Iteration 20F: 3 clusters Score -328203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -328204.468750 Penalty: 4058.965088
	Iteration 21Q: 3 clusters Score -328204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -328205.312500 Penalty: 4058.965088
	Iteration 22Q: 3 clusters Score -328205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -328205.781250 Penalty: 4058.965088
	Iteration 23Q: 3 clusters Score -328205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -328205.781250 Penalty: 4058.965088
	Iteration 24F: 3 clusters Score -328205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 2677 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 904 members 
Entering Unmasked Estep 
Score: -139278816.000000 Penalty: 209383.000000
Splitting cluster 51 changes total score from -139279488.000000 to -139278816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -414908.625000 Penalty: 2048.088867
	Iteration 0F: 2 clusters Score -414908.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -411191.187500 Penalty: 4096.177734
	Iteration 0F: 3 clusters Score -411191.2 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -412177.156250 Penalty: 4096.177734
	Iteration 1F: 3 clusters Score -412177.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -412655.312500 Penalty: 4096.177734
	Iteration 2F: 3 clusters Score -412655.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -413178.625000 Penalty: 4096.177734
	Iteration 3F: 3 clusters Score -413178.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -413535.843750 Penalty: 4096.177734
	Iteration 4F: 3 clusters Score -413535.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -413746.375000 Penalty: 4096.177734
	Iteration 5F: 3 clusters Score -413746.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -413870.593750 Penalty: 4096.177734
	Iteration 6Q: 3 clusters Score -413870.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -413935.000000 Penalty: 4096.177734
	Iteration 7Q: 3 clusters Score -413935 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -413974.156250 Penalty: 4096.177734
	Iteration 8Q: 3 clusters Score -413974.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -413998.187500 Penalty: 4096.177734
	Iteration 9Q: 3 clusters Score -413998.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -414012.468750 Penalty: 4096.177734
	Iteration 10Q: 3 clusters Score -414012.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -414021.437500 Penalty: 4096.177734
	Iteration 11Q: 3 clusters Score -414021.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -414029.468750 Penalty: 4096.177734
	Iteration 12Q: 3 clusters Score -414029.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -414041.468750 Penalty: 4096.177734
	Iteration 13Q: 3 clusters Score -414041.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -414054.062500 Penalty: 4096.177734
	Iteration 14Q: 3 clusters Score -414054.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -414062.656250 Penalty: 4096.177734
	Iteration 15Q: 3 clusters Score -414062.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -414075.875000 Penalty: 4096.177734
	Iteration 16Q: 3 clusters Score -414075.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -414091.093750 Penalty: 4096.177734
	Iteration 17Q: 3 clusters Score -414091.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -414103.062500 Penalty: 4096.177734
	Iteration 18Q: 3 clusters Score -414103.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -414109.250000 Penalty: 4096.177734
	Iteration 19Q: 3 clusters Score -414109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -414110.593750 Penalty: 4096.177734
	Iteration 20F: 3 clusters Score -414110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -414112.593750 Penalty: 4096.177734
	Iteration 21Q: 3 clusters Score -414112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -414112.906250 Penalty: 4096.177734
	Iteration 22Q: 3 clusters Score -414112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -414112.906250 Penalty: 4096.177734
	Iteration 23F: 3 clusters Score -414112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Entering Unmasked Estep 
Score: -2588806.500000 Penalty: 2510.957764
	Iteration 0F: 2 clusters Score -2588806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2571428.750000 Penalty: 5021.915527
	Iteration 0F: 3 clusters Score -2571429 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2577934.000000 Penalty: 5021.915527
	Iteration 1F: 3 clusters Score -2577934 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2578715.500000 Penalty: 5021.915527
	Iteration 2F: 3 clusters Score -2578716 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2579504.750000 Penalty: 5021.915527
	Iteration 3F: 3 clusters Score -2579505 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2580336.500000 Penalty: 5021.915527
	Iteration 4F: 3 clusters Score -2580336 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2581116.750000 Penalty: 5021.915527
	Iteration 5F: 3 clusters Score -2581117 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2581898.250000 Penalty: 5021.915527
	Iteration 6F: 3 clusters Score -2581898 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2582694.250000 Penalty: 5021.915527
	Iteration 7F: 3 clusters Score -2582694 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2583582.500000 Penalty: 5021.915527
	Iteration 8Q: 3 clusters Score -2583582 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2584478.250000 Penalty: 5021.915527
	Iteration 9Q: 3 clusters Score -2584478 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2585228.500000 Penalty: 5021.915527
	Iteration 10Q: 3 clusters Score -2585228 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2585793.250000 Penalty: 5021.915527
	Iteration 11Q: 3 clusters Score -2585793 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2586269.000000 Penalty: 5021.915527
	Iteration 12Q: 3 clusters Score -2586269 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2586665.750000 Penalty: 5021.915527
	Iteration 13Q: 3 clusters Score -2586666 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2586950.750000 Penalty: 5021.915527
	Iteration 14Q: 3 clusters Score -2586951 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2587122.500000 Penalty: 5021.915527
	Iteration 15Q: 3 clusters Score -2587122 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2587265.250000 Penalty: 5021.915527
	Iteration 16Q: 3 clusters Score -2587265 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2587374.500000 Penalty: 5021.915527
	Iteration 17Q: 3 clusters Score -2587374 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2587461.750000 Penalty: 5021.915527
	Iteration 18Q: 3 clusters Score -2587462 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2587529.000000 Penalty: 5021.915527
	Iteration 19Q: 3 clusters Score -2587529 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2587577.250000 Penalty: 5021.915527
	Iteration 20F: 3 clusters Score -2587577 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2587625.000000 Penalty: 5021.915527
	Iteration 21Q: 3 clusters Score -2587625 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2587644.250000 Penalty: 5021.915527
	Iteration 22Q: 3 clusters Score -2587644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2587659.000000 Penalty: 5021.915527
	Iteration 23Q: 3 clusters Score -2587659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2587668.750000 Penalty: 5021.915527
	Iteration 24Q: 3 clusters Score -2587669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2587681.750000 Penalty: 5021.915527
	Iteration 25Q: 3 clusters Score -2587682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2587708.000000 Penalty: 5021.915527
	Iteration 26Q: 3 clusters Score -2587708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2587726.500000 Penalty: 5021.915527
	Iteration 27Q: 3 clusters Score -2587726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2587742.000000 Penalty: 5021.915527
	Iteration 28Q: 3 clusters Score -2587742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2587760.750000 Penalty: 5021.915527
	Iteration 29Q: 3 clusters Score -2587761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2587786.500000 Penalty: 5021.915527
	Iteration 30Q: 3 clusters Score -2587786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2587799.750000 Penalty: 5021.915527
	Iteration 31Q: 3 clusters Score -2587800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2587811.000000 Penalty: 5021.915527
	Iteration 32Q: 3 clusters Score -2587811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2587821.500000 Penalty: 5021.915527
	Iteration 33Q: 3 clusters Score -2587822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2587828.250000 Penalty: 5021.915527
	Iteration 34Q: 3 clusters Score -2587828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2587826.000000 Penalty: 5021.915527
	Iteration 35Q: 3 clusters Score -2587826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2587825.750000 Penalty: 5021.915527
	Iteration 36Q: 3 clusters Score -2587826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2587824.250000 Penalty: 5021.915527
	Iteration 37Q: 3 clusters Score -2587824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2587822.250000 Penalty: 5021.915527
	Iteration 38Q: 3 clusters Score -2587822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2587825.000000 Penalty: 5021.915527
	Iteration 39Q: 3 clusters Score -2587825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2587828.500000 Penalty: 5021.915527
	Iteration 40F: 3 clusters Score -2587828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2587830.000000 Penalty: 5021.915527
	Iteration 41Q: 3 clusters Score -2587830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2587828.250000 Penalty: 5021.915527
	Iteration 42Q: 3 clusters Score -2587828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2587827.500000 Penalty: 5021.915527
	Iteration 43Q: 3 clusters Score -2587828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2587833.000000 Penalty: 5021.915527
	Iteration 44Q: 3 clusters Score -2587833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2587837.500000 Penalty: 5021.915527
	Iteration 45Q: 3 clusters Score -2587838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2587838.750000 Penalty: 5021.915527
	Iteration 46Q: 3 clusters Score -2587839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2587842.250000 Penalty: 5021.915527
	Iteration 47Q: 3 clusters Score -2587842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2587842.500000 Penalty: 5021.915527
	Iteration 48Q: 3 clusters Score -2587842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2587842.000000 Penalty: 5021.915527
	Iteration 49Q: 3 clusters Score -2587842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2587841.500000 Penalty: 5021.915527
	Iteration 50Q: 3 clusters Score -2587842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2587842.500000 Penalty: 5021.915527
	Iteration 51Q: 3 clusters Score -2587842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2587843.000000 Penalty: 5021.915527
	Iteration 52Q: 3 clusters Score -2587843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2587843.000000 Penalty: 5021.915527
	Iteration 53F: 3 clusters Score -2587843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -763177.312500 Penalty: 2190.373047
	Iteration 0F: 2 clusters Score -763177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -757534.750000 Penalty: 4380.746094
	Iteration 0F: 3 clusters Score -757534.8 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -759081.750000 Penalty: 4380.746094
	Iteration 1F: 3 clusters Score -759081.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -759572.750000 Penalty: 4380.746094
	Iteration 2F: 3 clusters Score -759572.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -760076.625000 Penalty: 4380.746094
	Iteration 3F: 3 clusters Score -760076.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -760494.000000 Penalty: 4380.746094
	Iteration 4F: 3 clusters Score -760494 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -760830.812500 Penalty: 4380.746094
	Iteration 5F: 3 clusters Score -760830.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -761108.875000 Penalty: 4380.746094
	Iteration 6F: 3 clusters Score -761108.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -761292.750000 Penalty: 4380.746094
	Iteration 7Q: 3 clusters Score -761292.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -761415.500000 Penalty: 4380.746094
	Iteration 8Q: 3 clusters Score -761415.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -761501.437500 Penalty: 4380.746094
	Iteration 9Q: 3 clusters Score -761501.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -761562.250000 Penalty: 4380.746094
	Iteration 10Q: 3 clusters Score -761562.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -761605.000000 Penalty: 4380.746094
	Iteration 11Q: 3 clusters Score -761605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -761638.187500 Penalty: 4380.746094
	Iteration 12Q: 3 clusters Score -761638.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -761662.687500 Penalty: 4380.746094
	Iteration 13Q: 3 clusters Score -761662.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -761687.125000 Penalty: 4380.746094
	Iteration 14Q: 3 clusters Score -761687.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -761708.125000 Penalty: 4380.746094
	Iteration 15Q: 3 clusters Score -761708.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -761728.187500 Penalty: 4380.746094
	Iteration 16Q: 3 clusters Score -761728.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -761746.625000 Penalty: 4380.746094
	Iteration 17Q: 3 clusters Score -761746.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -761765.062500 Penalty: 4380.746094
	Iteration 18Q: 3 clusters Score -761765.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -761785.187500 Penalty: 4380.746094
	Iteration 19Q: 3 clusters Score -761785.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -761808.062500 Penalty: 4380.746094
	Iteration 20F: 3 clusters Score -761808.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -761834.750000 Penalty: 4380.746094
	Iteration 21Q: 3 clusters Score -761834.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -761853.187500 Penalty: 4380.746094
	Iteration 22Q: 3 clusters Score -761853.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -761867.062500 Penalty: 4380.746094
	Iteration 23Q: 3 clusters Score -761867.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -761879.250000 Penalty: 4380.746094
	Iteration 24Q: 3 clusters Score -761879.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -761890.187500 Penalty: 4380.746094
	Iteration 25Q: 3 clusters Score -761890.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -761897.000000 Penalty: 4380.746094
	Iteration 26Q: 3 clusters Score -761897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -761909.250000 Penalty: 4380.746094
	Iteration 27Q: 3 clusters Score -761909.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -761919.437500 Penalty: 4380.746094
	Iteration 28Q: 3 clusters Score -761919.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -761924.375000 Penalty: 4380.746094
	Iteration 29Q: 3 clusters Score -761924.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -761929.187500 Penalty: 4380.746094
	Iteration 30Q: 3 clusters Score -761929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -761930.250000 Penalty: 4380.746094
	Iteration 31Q: 3 clusters Score -761930.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -761938.125000 Penalty: 4380.746094
	Iteration 32Q: 3 clusters Score -761938.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -761941.562500 Penalty: 4380.746094
	Iteration 33Q: 3 clusters Score -761941.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -761943.625000 Penalty: 4380.746094
	Iteration 34Q: 3 clusters Score -761943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -761947.937500 Penalty: 4380.746094
	Iteration 35Q: 3 clusters Score -761947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -761949.437500 Penalty: 4380.746094
	Iteration 36Q: 3 clusters Score -761949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -761951.125000 Penalty: 4380.746094
	Iteration 37Q: 3 clusters Score -761951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -761954.062500 Penalty: 4380.746094
	Iteration 38Q: 3 clusters Score -761954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -761957.125000 Penalty: 4380.746094
	Iteration 39Q: 3 clusters Score -761957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -761957.687500 Penalty: 4380.746094
	Iteration 40F: 3 clusters Score -761957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -761958.000000 Penalty: 4380.746094
	Iteration 41Q: 3 clusters Score -761958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -761959.312500 Penalty: 4380.746094
	Iteration 42Q: 3 clusters Score -761959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -761959.000000 Penalty: 4380.746094
	Iteration 43Q: 3 clusters Score -761959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -761959.812500 Penalty: 4380.746094
	Iteration 44Q: 3 clusters Score -761959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -761962.375000 Penalty: 4380.746094
	Iteration 45Q: 3 clusters Score -761962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -761963.312500 Penalty: 4380.746094
	Iteration 46Q: 3 clusters Score -761963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -761964.750000 Penalty: 4380.746094
	Iteration 47Q: 3 clusters Score -761964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -761965.250000 Penalty: 4380.746094
	Iteration 48Q: 3 clusters Score -761965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -761965.062500 Penalty: 4380.746094
	Iteration 49Q: 3 clusters Score -761965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -761966.625000 Penalty: 4380.746094
	Iteration 50Q: 3 clusters Score -761966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -761967.312500 Penalty: 4380.746094
	Iteration 51Q: 3 clusters Score -761967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -761967.312500 Penalty: 4380.746094
	Iteration 52F: 3 clusters Score -761967.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (20997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Entering Unmasked Estep 
Score: -2413565.250000 Penalty: 2468.129395
	Iteration 0F: 2 clusters Score -2413565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2398882.250000 Penalty: 4936.258789
	Iteration 0F: 3 clusters Score -2398882 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2403891.500000 Penalty: 4936.258789
	Iteration 1F: 3 clusters Score -2403892 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2404362.250000 Penalty: 4936.258789
	Iteration 2F: 3 clusters Score -2404362 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2404741.000000 Penalty: 4936.258789
	Iteration 3Q: 3 clusters Score -2404741 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2405051.000000 Penalty: 4936.258789
	Iteration 4Q: 3 clusters Score -2405051 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2405335.500000 Penalty: 4936.258789
	Iteration 5Q: 3 clusters Score -2405336 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2405622.750000 Penalty: 4936.258789
	Iteration 6Q: 3 clusters Score -2405623 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2405935.500000 Penalty: 4936.258789
	Iteration 7Q: 3 clusters Score -2405936 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2406267.500000 Penalty: 4936.258789
	Iteration 8Q: 3 clusters Score -2406268 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2406612.000000 Penalty: 4936.258789
	Iteration 9Q: 3 clusters Score -2406612 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2407006.250000 Penalty: 4936.258789
	Iteration 10Q: 3 clusters Score -2407006 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2407467.750000 Penalty: 4936.258789
	Iteration 11Q: 3 clusters Score -2407468 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2408052.250000 Penalty: 4936.258789
	Iteration 12Q: 3 clusters Score -2408052 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2408747.000000 Penalty: 4936.258789
	Iteration 13Q: 3 clusters Score -2408747 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2409523.500000 Penalty: 4936.258789
	Iteration 14Q: 3 clusters Score -2409524 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2410206.750000 Penalty: 4936.258789
	Iteration 15Q: 3 clusters Score -2410207 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2410669.000000 Penalty: 4936.258789
	Iteration 16Q: 3 clusters Score -2410669 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2410980.500000 Penalty: 4936.258789
	Iteration 17Q: 3 clusters Score -2410980 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2411180.250000 Penalty: 4936.258789
	Iteration 18Q: 3 clusters Score -2411180 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2411293.000000 Penalty: 4936.258789
	Iteration 19Q: 3 clusters Score -2411293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2411379.000000 Penalty: 4936.258789
	Iteration 20F: 3 clusters Score -2411379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2411418.000000 Penalty: 4936.258789
	Iteration 21Q: 3 clusters Score -2411418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2411441.750000 Penalty: 4936.258789
	Iteration 22Q: 3 clusters Score -2411442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2411461.250000 Penalty: 4936.258789
	Iteration 23Q: 3 clusters Score -2411461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2411482.500000 Penalty: 4936.258789
	Iteration 24Q: 3 clusters Score -2411482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2411492.000000 Penalty: 4936.258789
	Iteration 25Q: 3 clusters Score -2411492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2411494.250000 Penalty: 4936.258789
	Iteration 26Q: 3 clusters Score -2411494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2411498.250000 Penalty: 4936.258789
	Iteration 27Q: 3 clusters Score -2411498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2411498.250000 Penalty: 4936.258789
	Iteration 28F: 3 clusters Score -2411498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (12543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Entering Unmasked Estep 
Score: -1329119.875000 Penalty: 2340.355713
	Iteration 0F: 2 clusters Score -1329120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1319829.500000 Penalty: 4680.711426
	Iteration 0F: 3 clusters Score -1319830 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1322811.375000 Penalty: 4680.711426
	Iteration 1F: 3 clusters Score -1322811 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1323305.000000 Penalty: 4680.711426
	Iteration 2F: 3 clusters Score -1323305 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1323690.375000 Penalty: 4680.711426
	Iteration 3F: 3 clusters Score -1323690 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1324063.375000 Penalty: 4680.711426
	Iteration 4F: 3 clusters Score -1324063 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1324492.750000 Penalty: 4680.711426
	Iteration 5F: 3 clusters Score -1324493 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1324972.250000 Penalty: 4680.711426
	Iteration 6F: 3 clusters Score -1324972 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1325559.125000 Penalty: 4680.711426
	Iteration 7F: 3 clusters Score -1325559 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1326111.375000 Penalty: 4680.711426
	Iteration 8F: 3 clusters Score -1326111 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1326553.125000 Penalty: 4680.711426
	Iteration 9F: 3 clusters Score -1326553 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1326925.125000 Penalty: 4680.711426
	Iteration 10Q: 3 clusters Score -1326925 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1327168.625000 Penalty: 4680.711426
	Iteration 11Q: 3 clusters Score -1327169 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1327332.250000 Penalty: 4680.711426
	Iteration 12Q: 3 clusters Score -1327332 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1327450.875000 Penalty: 4680.711426
	Iteration 13Q: 3 clusters Score -1327451 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1327532.000000 Penalty: 4680.711426
	Iteration 14Q: 3 clusters Score -1327532 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1327585.250000 Penalty: 4680.711426
	Iteration 15Q: 3 clusters Score -1327585 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1327632.125000 Penalty: 4680.711426
	Iteration 16Q: 3 clusters Score -1327632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1327677.500000 Penalty: 4680.711426
	Iteration 17Q: 3 clusters Score -1327678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1327718.375000 Penalty: 4680.711426
	Iteration 18Q: 3 clusters Score -1327718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1327760.125000 Penalty: 4680.711426
	Iteration 19Q: 3 clusters Score -1327760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1327798.375000 Penalty: 4680.711426
	Iteration 20F: 3 clusters Score -1327798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1327834.250000 Penalty: 4680.711426
	Iteration 21Q: 3 clusters Score -1327834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1327871.250000 Penalty: 4680.711426
	Iteration 22Q: 3 clusters Score -1327871 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1327908.375000 Penalty: 4680.711426
	Iteration 23Q: 3 clusters Score -1327908 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1327937.375000 Penalty: 4680.711426
	Iteration 24Q: 3 clusters Score -1327937 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1327972.125000 Penalty: 4680.711426
	Iteration 25Q: 3 clusters Score -1327972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1327998.125000 Penalty: 4680.711426
	Iteration 26Q: 3 clusters Score -1327998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1328022.750000 Penalty: 4680.711426
	Iteration 27Q: 3 clusters Score -1328023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1328032.500000 Penalty: 4680.711426
	Iteration 28Q: 3 clusters Score -1328032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1328042.750000 Penalty: 4680.711426
	Iteration 29Q: 3 clusters Score -1328043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1328055.750000 Penalty: 4680.711426
	Iteration 30Q: 3 clusters Score -1328056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1328060.500000 Penalty: 4680.711426
	Iteration 31Q: 3 clusters Score -1328060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1328069.000000 Penalty: 4680.711426
	Iteration 32Q: 3 clusters Score -1328069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1328074.500000 Penalty: 4680.711426
	Iteration 33Q: 3 clusters Score -1328074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1328076.375000 Penalty: 4680.711426
	Iteration 34Q: 3 clusters Score -1328076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1328085.375000 Penalty: 4680.711426
	Iteration 35Q: 3 clusters Score -1328085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1328091.625000 Penalty: 4680.711426
	Iteration 36Q: 3 clusters Score -1328092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1328096.375000 Penalty: 4680.711426
	Iteration 37Q: 3 clusters Score -1328096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1328102.625000 Penalty: 4680.711426
	Iteration 38Q: 3 clusters Score -1328103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1328112.375000 Penalty: 4680.711426
	Iteration 39Q: 3 clusters Score -1328112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1328120.625000 Penalty: 4680.711426
	Iteration 40F: 3 clusters Score -1328121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1328130.375000 Penalty: 4680.711426
	Iteration 41Q: 3 clusters Score -1328130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1328139.375000 Penalty: 4680.711426
	Iteration 42Q: 3 clusters Score -1328139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1328142.250000 Penalty: 4680.711426
	Iteration 43Q: 3 clusters Score -1328142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1328154.125000 Penalty: 4680.711426
	Iteration 44Q: 3 clusters Score -1328154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1328158.375000 Penalty: 4680.711426
	Iteration 45Q: 3 clusters Score -1328158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1328165.750000 Penalty: 4680.711426
	Iteration 46Q: 3 clusters Score -1328166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1328172.375000 Penalty: 4680.711426
	Iteration 47Q: 3 clusters Score -1328172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1328172.375000 Penalty: 4680.711426
	Iteration 48Q: 3 clusters Score -1328172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1328174.750000 Penalty: 4680.711426
	Iteration 49Q: 3 clusters Score -1328175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1328179.250000 Penalty: 4680.711426
	Iteration 50Q: 3 clusters Score -1328179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1328180.000000 Penalty: 4680.711426
	Iteration 51Q: 3 clusters Score -1328180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1328186.000000 Penalty: 4680.711426
	Iteration 52Q: 3 clusters Score -1328186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1328187.125000 Penalty: 4680.711426
	Iteration 53Q: 3 clusters Score -1328187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1328190.375000 Penalty: 4680.711426
	Iteration 54Q: 3 clusters Score -1328190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1328187.250000 Penalty: 4680.711426
	Iteration 55Q: 3 clusters Score -1328187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1328186.625000 Penalty: 4680.711426
	Iteration 56Q: 3 clusters Score -1328187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1328189.000000 Penalty: 4680.711426
	Iteration 57Q: 3 clusters Score -1328189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1328192.250000 Penalty: 4680.711426
	Iteration 58Q: 3 clusters Score -1328192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1328190.875000 Penalty: 4680.711426
	Iteration 59Q: 3 clusters Score -1328191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1328193.500000 Penalty: 4680.711426
	Iteration 60F: 3 clusters Score -1328194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1328195.250000 Penalty: 4680.711426
	Iteration 61Q: 3 clusters Score -1328195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1328193.375000 Penalty: 4680.711426
	Iteration 62Q: 3 clusters Score -1328193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1328192.625000 Penalty: 4680.711426
	Iteration 63Q: 3 clusters Score -1328193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1328198.625000 Penalty: 4680.711426
	Iteration 64Q: 3 clusters Score -1328199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1328202.500000 Penalty: 4680.711426
	Iteration 65Q: 3 clusters Score -1328202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1328200.375000 Penalty: 4680.711426
	Iteration 66Q: 3 clusters Score -1328200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1328205.500000 Penalty: 4680.711426
	Iteration 67Q: 3 clusters Score -1328206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1328207.875000 Penalty: 4680.711426
	Iteration 68Q: 3 clusters Score -1328208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1328206.250000 Penalty: 4680.711426
	Iteration 69Q: 3 clusters Score -1328206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1328212.000000 Penalty: 4680.711426
	Iteration 70Q: 3 clusters Score -1328212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1328213.625000 Penalty: 4680.711426
	Iteration 71Q: 3 clusters Score -1328214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1328214.625000 Penalty: 4680.711426
	Iteration 72Q: 3 clusters Score -1328215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1328220.750000 Penalty: 4680.711426
	Iteration 73Q: 3 clusters Score -1328221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1328221.625000 Penalty: 4680.711426
	Iteration 74Q: 3 clusters Score -1328222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1328228.000000 Penalty: 4680.711426
	Iteration 75Q: 3 clusters Score -1328228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1328228.125000 Penalty: 4680.711426
	Iteration 76Q: 3 clusters Score -1328228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1328232.625000 Penalty: 4680.711426
	Iteration 77Q: 3 clusters Score -1328233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1328237.750000 Penalty: 4680.711426
	Iteration 78Q: 3 clusters Score -1328238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1328242.375000 Penalty: 4680.711426
	Iteration 79Q: 3 clusters Score -1328242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1328243.750000 Penalty: 4680.711426
	Iteration 80F: 3 clusters Score -1328244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1328248.375000 Penalty: 4680.711426
	Iteration 81Q: 3 clusters Score -1328248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1328249.500000 Penalty: 4680.711426
	Iteration 82Q: 3 clusters Score -1328250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1328254.625000 Penalty: 4680.711426
	Iteration 83Q: 3 clusters Score -1328255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1328258.625000 Penalty: 4680.711426
	Iteration 84Q: 3 clusters Score -1328259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1328258.625000 Penalty: 4680.711426
	Iteration 85Q: 3 clusters Score -1328259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1328259.875000 Penalty: 4680.711426
	Iteration 86Q: 3 clusters Score -1328260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1328260.125000 Penalty: 4680.711426
	Iteration 87Q: 3 clusters Score -1328260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1328260.125000 Penalty: 4680.711426
	Iteration 88Q: 3 clusters Score -1328260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1328259.000000 Penalty: 4680.711426
	Iteration 89Q: 3 clusters Score -1328259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1328268.625000 Penalty: 4680.711426
	Iteration 90Q: 3 clusters Score -1328269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1328266.250000 Penalty: 4680.711426
	Iteration 91Q: 3 clusters Score -1328266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1328266.500000 Penalty: 4680.711426
	Iteration 92Q: 3 clusters Score -1328266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1328268.625000 Penalty: 4680.711426
	Iteration 93Q: 3 clusters Score -1328269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1328270.750000 Penalty: 4680.711426
	Iteration 94Q: 3 clusters Score -1328271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1328272.625000 Penalty: 4680.711426
	Iteration 95Q: 3 clusters Score -1328273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1328272.625000 Penalty: 4680.711426
	Iteration 96F: 3 clusters Score -1328273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -144941.390625 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -144941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -142747.718750 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -142747.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -143136.937500 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -143136.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -143254.437500 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -143254.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -143315.296875 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -143315.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -143349.328125 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -143349.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -143379.718750 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -143379.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -143398.625000 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -143398.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -143416.859375 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -143416.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -143428.937500 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -143428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -143434.765625 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -143434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -143440.031250 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -143440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -143448.375000 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -143448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -143459.593750 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -143459.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -143471.656250 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -143471.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -143480.937500 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -143480.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143487.812500 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -143487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -143492.671875 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -143492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -143499.703125 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -143499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -143505.093750 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -143505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -143509.250000 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -143509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -143514.703125 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -143514.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -143524.656250 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -143524.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -143535.937500 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -143535.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -143548.453125 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -143548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -143559.046875 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -143559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -143575.953125 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -143576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -143584.890625 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -143584.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -143589.250000 Penalty: 3574.730957
	Iteration 27Q: 3 clusters Score -143589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -143592.031250 Penalty: 3574.730957
	Iteration 28Q: 3 clusters Score -143592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -143594.703125 Penalty: 3574.730957
	Iteration 29Q: 3 clusters Score -143594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -143595.656250 Penalty: 3574.730957
	Iteration 30Q: 3 clusters Score -143595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -143596.593750 Penalty: 3574.730957
	Iteration 31Q: 3 clusters Score -143596.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -143596.593750 Penalty: 3574.730957
	Iteration 32F: 3 clusters Score -143596.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Entering Unmasked Estep 
Score: -701787.562500 Penalty: 2166.888184
	Iteration 0F: 2 clusters Score -701787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -696536.000000 Penalty: 4333.776367
	Iteration 0F: 3 clusters Score -696536 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -697893.625000 Penalty: 4333.776367
	Iteration 1F: 3 clusters Score -697893.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -698105.812500 Penalty: 4333.776367
	Iteration 2F: 3 clusters Score -698105.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -698243.125000 Penalty: 4333.776367
	Iteration 3Q: 3 clusters Score -698243.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -698359.937500 Penalty: 4333.776367
	Iteration 4Q: 3 clusters Score -698359.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -698456.375000 Penalty: 4333.776367
	Iteration 5Q: 3 clusters Score -698456.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -698560.062500 Penalty: 4333.776367
	Iteration 6Q: 3 clusters Score -698560.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -698667.937500 Penalty: 4333.776367
	Iteration 7Q: 3 clusters Score -698667.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -698782.937500 Penalty: 4333.776367
	Iteration 8Q: 3 clusters Score -698782.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -698910.187500 Penalty: 4333.776367
	Iteration 9Q: 3 clusters Score -698910.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -699052.375000 Penalty: 4333.776367
	Iteration 10Q: 3 clusters Score -699052.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -699196.562500 Penalty: 4333.776367
	Iteration 11Q: 3 clusters Score -699196.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -699381.812500 Penalty: 4333.776367
	Iteration 12Q: 3 clusters Score -699381.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -699572.562500 Penalty: 4333.776367
	Iteration 13Q: 3 clusters Score -699572.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -699746.375000 Penalty: 4333.776367
	Iteration 14Q: 3 clusters Score -699746.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -699861.062500 Penalty: 4333.776367
	Iteration 15Q: 3 clusters Score -699861.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -699915.812500 Penalty: 4333.776367
	Iteration 16Q: 3 clusters Score -699915.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -699949.375000 Penalty: 4333.776367
	Iteration 17Q: 3 clusters Score -699949.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -699977.125000 Penalty: 4333.776367
	Iteration 18Q: 3 clusters Score -699977.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -699995.750000 Penalty: 4333.776367
	Iteration 19Q: 3 clusters Score -699995.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -700009.312500 Penalty: 4333.776367
	Iteration 20F: 3 clusters Score -700009.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -700020.312500 Penalty: 4333.776367
	Iteration 21Q: 3 clusters Score -700020.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -700031.062500 Penalty: 4333.776367
	Iteration 22Q: 3 clusters Score -700031.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -700040.500000 Penalty: 4333.776367
	Iteration 23Q: 3 clusters Score -700040.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -700046.250000 Penalty: 4333.776367
	Iteration 24Q: 3 clusters Score -700046.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -700051.687500 Penalty: 4333.776367
	Iteration 25Q: 3 clusters Score -700051.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -700054.312500 Penalty: 4333.776367
	Iteration 26Q: 3 clusters Score -700054.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -700057.187500 Penalty: 4333.776367
	Iteration 27Q: 3 clusters Score -700057.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -700060.500000 Penalty: 4333.776367
	Iteration 28Q: 3 clusters Score -700060.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -700065.125000 Penalty: 4333.776367
	Iteration 29Q: 3 clusters Score -700065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -700069.000000 Penalty: 4333.776367
	Iteration 30Q: 3 clusters Score -700069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -700069.375000 Penalty: 4333.776367
	Iteration 31Q: 3 clusters Score -700069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -700073.062500 Penalty: 4333.776367
	Iteration 32Q: 3 clusters Score -700073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -700079.125000 Penalty: 4333.776367
	Iteration 33Q: 3 clusters Score -700079.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -700083.937500 Penalty: 4333.776367
	Iteration 34Q: 3 clusters Score -700083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -700087.312500 Penalty: 4333.776367
	Iteration 35Q: 3 clusters Score -700087.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -700090.687500 Penalty: 4333.776367
	Iteration 36Q: 3 clusters Score -700090.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -700093.062500 Penalty: 4333.776367
	Iteration 37Q: 3 clusters Score -700093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -700093.312500 Penalty: 4333.776367
	Iteration 38Q: 3 clusters Score -700093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -700095.250000 Penalty: 4333.776367
	Iteration 39Q: 3 clusters Score -700095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -700095.375000 Penalty: 4333.776367
	Iteration 40F: 3 clusters Score -700095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -700096.062500 Penalty: 4333.776367
	Iteration 41Q: 3 clusters Score -700096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -700097.187500 Penalty: 4333.776367
	Iteration 42Q: 3 clusters Score -700097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -700098.000000 Penalty: 4333.776367
	Iteration 43Q: 3 clusters Score -700098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -700099.625000 Penalty: 4333.776367
	Iteration 44Q: 3 clusters Score -700099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -700100.312500 Penalty: 4333.776367
	Iteration 45Q: 3 clusters Score -700100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -700101.062500 Penalty: 4333.776367
	Iteration 46Q: 3 clusters Score -700101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -700101.000000 Penalty: 4333.776367
	Iteration 47Q: 3 clusters Score -700101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -700101.875000 Penalty: 4333.776367
	Iteration 48Q: 3 clusters Score -700101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -700101.875000 Penalty: 4333.776367
	Iteration 49F: 3 clusters Score -700101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 140774 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 109519 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 213196 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 38569 members 
Mstep: Class 19 contains 129369 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 11704 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 40754 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 7460 members 
Mstep: Class 35 contains 9665 members 
Mstep: Class 36 contains 12230 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4434 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1097 members 
Mstep: Class 42 contains 10262 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 16999 members 
Mstep: Class 46 contains 41592 members 
Mstep: Class 47 contains 14137 members 
Mstep: Class 48 contains 14675 members 
Mstep: Class 49 contains 3453 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6851 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12543 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279584.000000 Penalty: 205893.281250
Iteration 119Q: 60 clusters Score -1.392796e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6258 members 
Mstep: Class 3 contains 27994 members 
Mstep: Class 4 contains 5121 members 
Mstep: Class 5 contains 18102 members 
Mstep: Class 6 contains 140769 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 16841 members 
Mstep: Class 9 contains 109521 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 6565 members 
Mstep: Class 13 contains 15610 members 
Mstep: Class 14 contains 9525 members 
Mstep: Class 15 contains 213167 members 
Mstep: Class 16 contains 22844 members 
Mstep: Class 17 contains 47595 members 
Mstep: Class 18 contains 38574 members 
Mstep: Class 19 contains 129360 members 
Mstep: Class 20 contains 21643 members 
Mstep: Class 21 contains 20611 members 
Mstep: Class 22 contains 11899 members 
Mstep: Class 23 contains 5142 members 
Mstep: Class 24 contains 6475 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 6842 members 
Mstep: Class 28 contains 11703 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12565 members 
Mstep: Class 32 contains 40745 members 
Mstep: Class 33 contains 8070 members 
Mstep: Class 34 contains 7459 members 
Mstep: Class 35 contains 9666 members 
Mstep: Class 36 contains 12226 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 4463 members 
Mstep: Class 40 contains 8185 members 
Mstep: Class 41 contains 1096 members 
Mstep: Class 42 contains 10237 members 
Mstep: Class 43 contains 7046 members 
Mstep: Class 44 contains 53342 members 
Mstep: Class 45 contains 16993 members 
Mstep: Class 46 contains 41590 members 
Mstep: Class 47 contains 14168 members 
Mstep: Class 48 contains 14673 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3579 members 
Mstep: Class 52 contains 3860 members 
Mstep: Class 53 contains 24955 members 
Mstep: Class 54 contains 6853 members 
Mstep: Class 55 contains 21002 members 
Mstep: Class 56 contains 12647 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6233 members 
Mstep: Class 59 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139279984.000000 Penalty: 205893.281250
Iteration 120F: 60 clusters Score -1.3928e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 27992 members 
Mstep: Class 4 contains 5107 members 
Mstep: Class 5 contains 18101 members 
Mstep: Class 6 contains 140763 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 16825 members 
Mstep: Class 9 contains 109528 members 
Mstep: Class 10 contains 1428 members 
Mstep: Class 11 contains 7107 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 15606 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 213137 members 
Mstep: Class 16 contains 22857 members 
Mstep: Class 17 contains 47438 members 
Mstep: Class 18 contains 38577 members 
Mstep: Class 19 contains 129356 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 20606 members 
Mstep: Class 22 contains 11893 members 
Mstep: Class 23 contains 5156 members 
Mstep: Class 24 contains 6423 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 6859 members 
Mstep: Class 28 contains 11703 members 
Mstep: Class 29 contains 10152 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12573 members 
Mstep: Class 32 contains 40738 members 
Mstep: Class 33 contains 8093 members 
Mstep: Class 34 contains 7459 members 
Mstep: Class 35 contains 9667 members 
Mstep: Class 36 contains 12222 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4480 members 
Mstep: Class 40 contains 8189 members 
Mstep: Class 41 contains 1093 members 
Mstep: Class 42 contains 10225 members 
Mstep: Class 43 contains 7058 members 
Mstep: Class 44 contains 53337 members 
Mstep: Class 45 contains 16985 members 
Mstep: Class 46 contains 41577 members 
Mstep: Class 47 contains 14196 members 
Mstep: Class 48 contains 14669 members 
Mstep: Class 49 contains 3466 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3575 members 
Mstep: Class 52 contains 3859 members 
Mstep: Class 53 contains 24913 members 
Mstep: Class 54 contains 6852 members 
Mstep: Class 55 contains 20997 members 
Mstep: Class 56 contains 12767 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6233 members 
Mstep: Class 59 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280592.000000 Penalty: 205893.281250
Iteration 121Q: 60 clusters Score -1.392806e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6239 members 
Mstep: Class 3 contains 27992 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 18091 members 
Mstep: Class 6 contains 140754 members 
Mstep: Class 7 contains 5083 members 
Mstep: Class 8 contains 16816 members 
Mstep: Class 9 contains 109535 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 7208 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 15606 members 
Mstep: Class 14 contains 9520 members 
Mstep: Class 15 contains 213121 members 
Mstep: Class 16 contains 22866 members 
Mstep: Class 17 contains 47277 members 
Mstep: Class 18 contains 38577 members 
Mstep: Class 19 contains 129353 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 20597 members 
Mstep: Class 22 contains 11876 members 
Mstep: Class 23 contains 5165 members 
Mstep: Class 24 contains 6367 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 6432 members 
Mstep: Class 27 contains 6883 members 
Mstep: Class 28 contains 11703 members 
Mstep: Class 29 contains 10152 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 40745 members 
Mstep: Class 33 contains 8119 members 
Mstep: Class 34 contains 7461 members 
Mstep: Class 35 contains 9669 members 
Mstep: Class 36 contains 12219 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4499 members 
Mstep: Class 40 contains 8192 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10211 members 
Mstep: Class 43 contains 7068 members 
Mstep: Class 44 contains 53342 members 
Mstep: Class 45 contains 16974 members 
Mstep: Class 46 contains 41562 members 
Mstep: Class 47 contains 14223 members 
Mstep: Class 48 contains 14663 members 
Mstep: Class 49 contains 3472 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3580 members 
Mstep: Class 52 contains 3857 members 
Mstep: Class 53 contains 24871 members 
Mstep: Class 54 contains 6856 members 
Mstep: Class 55 contains 20993 members 
Mstep: Class 56 contains 12855 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 6234 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281136.000000 Penalty: 205893.281250
Iteration 122Q: 60 clusters Score -1.392811e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 27986 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 18094 members 
Mstep: Class 6 contains 140740 members 
Mstep: Class 7 contains 5074 members 
Mstep: Class 8 contains 16806 members 
Mstep: Class 9 contains 109547 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 13 contains 15611 members 
Mstep: Class 14 contains 9520 members 
Mstep: Class 15 contains 213114 members 
Mstep: Class 16 contains 22874 members 
Mstep: Class 17 contains 47126 members 
Mstep: Class 18 contains 38579 members 
Mstep: Class 19 contains 129354 members 
Mstep: Class 20 contains 21661 members 
Mstep: Class 21 contains 20594 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 5177 members 
Mstep: Class 24 contains 6322 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 6436 members 
Mstep: Class 27 contains 6902 members 
Mstep: Class 28 contains 11702 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 40744 members 
Mstep: Class 33 contains 8133 members 
Mstep: Class 34 contains 7458 members 
Mstep: Class 35 contains 9670 members 
Mstep: Class 36 contains 12216 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4516 members 
Mstep: Class 40 contains 8196 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10191 members 
Mstep: Class 43 contains 7081 members 
Mstep: Class 44 contains 53335 members 
Mstep: Class 45 contains 16962 members 
Mstep: Class 46 contains 41547 members 
Mstep: Class 47 contains 14242 members 
Mstep: Class 48 contains 14662 members 
Mstep: Class 49 contains 3476 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3576 members 
Mstep: Class 52 contains 3855 members 
Mstep: Class 53 contains 24826 members 
Mstep: Class 54 contains 6857 members 
Mstep: Class 55 contains 20989 members 
Mstep: Class 56 contains 12954 members 
Mstep: Class 57 contains 1351 members 
Mstep: Class 58 contains 6234 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281392.000000 Penalty: 205893.281250
Iteration 123Q: 60 clusters Score -1.392814e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6226 members 
Mstep: Class 3 contains 27986 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 18089 members 
Mstep: Class 6 contains 140721 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 16799 members 
Mstep: Class 9 contains 109556 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 7384 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 15614 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 213091 members 
Mstep: Class 16 contains 22883 members 
Mstep: Class 17 contains 46988 members 
Mstep: Class 18 contains 38582 members 
Mstep: Class 19 contains 129359 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 20586 members 
Mstep: Class 22 contains 11855 members 
Mstep: Class 23 contains 5200 members 
Mstep: Class 24 contains 6272 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 6916 members 
Mstep: Class 28 contains 11702 members 
Mstep: Class 29 contains 10170 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12601 members 
Mstep: Class 32 contains 40744 members 
Mstep: Class 33 contains 8148 members 
Mstep: Class 34 contains 7454 members 
Mstep: Class 35 contains 9670 members 
Mstep: Class 36 contains 12214 members 
Mstep: Class 37 contains 6772 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4537 members 
Mstep: Class 40 contains 8197 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 7087 members 
Mstep: Class 44 contains 53343 members 
Mstep: Class 45 contains 16959 members 
Mstep: Class 46 contains 41530 members 
Mstep: Class 47 contains 14267 members 
Mstep: Class 48 contains 14666 members 
Mstep: Class 49 contains 3483 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3581 members 
Mstep: Class 52 contains 3855 members 
Mstep: Class 53 contains 24792 members 
Mstep: Class 54 contains 6857 members 
Mstep: Class 55 contains 20985 members 
Mstep: Class 56 contains 13027 members 
Mstep: Class 57 contains 1353 members 
Mstep: Class 58 contains 6234 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281328.000000 Penalty: 205893.281250
Iteration 124Q: 60 clusters Score -1.392813e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6219 members 
Mstep: Class 3 contains 27982 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 18088 members 
Mstep: Class 6 contains 140710 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 16791 members 
Mstep: Class 9 contains 109558 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 213066 members 
Mstep: Class 16 contains 22895 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 38587 members 
Mstep: Class 19 contains 129368 members 
Mstep: Class 20 contains 21680 members 
Mstep: Class 21 contains 20584 members 
Mstep: Class 22 contains 11845 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 6231 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 6930 members 
Mstep: Class 28 contains 11702 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12602 members 
Mstep: Class 32 contains 40747 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 7450 members 
Mstep: Class 35 contains 9674 members 
Mstep: Class 36 contains 12211 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4560 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10162 members 
Mstep: Class 43 contains 7095 members 
Mstep: Class 44 contains 53350 members 
Mstep: Class 45 contains 16955 members 
Mstep: Class 46 contains 41526 members 
Mstep: Class 47 contains 14281 members 
Mstep: Class 48 contains 14667 members 
Mstep: Class 49 contains 3491 members 
Mstep: Class 50 contains 6825 members 
Mstep: Class 51 contains 3583 members 
Mstep: Class 52 contains 3855 members 
Mstep: Class 53 contains 24763 members 
Mstep: Class 54 contains 6859 members 
Mstep: Class 55 contains 20985 members 
Mstep: Class 56 contains 13100 members 
Mstep: Class 57 contains 1352 members 
Mstep: Class 58 contains 6234 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281216.000000 Penalty: 205893.281250
Iteration 125Q: 60 clusters Score -1.392812e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 27984 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 18087 members 
Mstep: Class 6 contains 140702 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 16784 members 
Mstep: Class 9 contains 109566 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 6683 members 
Mstep: Class 13 contains 15624 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 213041 members 
Mstep: Class 16 contains 22909 members 
Mstep: Class 17 contains 46752 members 
Mstep: Class 18 contains 38585 members 
Mstep: Class 19 contains 129377 members 
Mstep: Class 20 contains 21686 members 
Mstep: Class 21 contains 20582 members 
Mstep: Class 22 contains 11847 members 
Mstep: Class 23 contains 5220 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 6937 members 
Mstep: Class 28 contains 11702 members 
Mstep: Class 29 contains 10193 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12610 members 
Mstep: Class 32 contains 40742 members 
Mstep: Class 33 contains 8183 members 
Mstep: Class 34 contains 7446 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 12212 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4587 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10142 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 53350 members 
Mstep: Class 45 contains 16950 members 
Mstep: Class 46 contains 41527 members 
Mstep: Class 47 contains 14287 members 
Mstep: Class 48 contains 14673 members 
Mstep: Class 49 contains 3493 members 
Mstep: Class 50 contains 6825 members 
Mstep: Class 51 contains 3587 members 
Mstep: Class 52 contains 3855 members 
Mstep: Class 53 contains 24742 members 
Mstep: Class 54 contains 6858 members 
Mstep: Class 55 contains 20987 members 
Mstep: Class 56 contains 13152 members 
Mstep: Class 57 contains 1352 members 
Mstep: Class 58 contains 6236 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280784.000000 Penalty: 205893.281250
Iteration 126Q: 60 clusters Score -1.392808e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6211 members 
Mstep: Class 3 contains 27981 members 
Mstep: Class 4 contains 4997 members 
Mstep: Class 5 contains 18084 members 
Mstep: Class 6 contains 140696 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 16781 members 
Mstep: Class 9 contains 109567 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 7615 members 
Mstep: Class 12 contains 6673 members 
Mstep: Class 13 contains 15625 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 213027 members 
Mstep: Class 16 contains 22922 members 
Mstep: Class 17 contains 46654 members 
Mstep: Class 18 contains 38586 members 
Mstep: Class 19 contains 129377 members 
Mstep: Class 20 contains 21687 members 
Mstep: Class 21 contains 20573 members 
Mstep: Class 22 contains 11849 members 
Mstep: Class 23 contains 5220 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 11701 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12616 members 
Mstep: Class 32 contains 40734 members 
Mstep: Class 33 contains 8196 members 
Mstep: Class 34 contains 7444 members 
Mstep: Class 35 contains 9685 members 
Mstep: Class 36 contains 12211 members 
Mstep: Class 37 contains 6772 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4614 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10126 members 
Mstep: Class 43 contains 7115 members 
Mstep: Class 44 contains 53362 members 
Mstep: Class 45 contains 16941 members 
Mstep: Class 46 contains 41533 members 
Mstep: Class 47 contains 14294 members 
Mstep: Class 48 contains 14682 members 
Mstep: Class 49 contains 3499 members 
Mstep: Class 50 contains 6825 members 
Mstep: Class 51 contains 3590 members 
Mstep: Class 52 contains 3855 members 
Mstep: Class 53 contains 24734 members 
Mstep: Class 54 contains 6860 members 
Mstep: Class 55 contains 20987 members 
Mstep: Class 56 contains 13204 members 
Mstep: Class 57 contains 1352 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280720.000000 Penalty: 205893.281250
Iteration 127Q: 60 clusters Score -1.392807e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6203 members 
Mstep: Class 3 contains 27980 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 18085 members 
Mstep: Class 6 contains 140691 members 
Mstep: Class 7 contains 5065 members 
Mstep: Class 8 contains 16772 members 
Mstep: Class 9 contains 109569 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 7691 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 15628 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 213009 members 
Mstep: Class 16 contains 22934 members 
Mstep: Class 17 contains 46574 members 
Mstep: Class 18 contains 38592 members 
Mstep: Class 19 contains 129378 members 
Mstep: Class 20 contains 21691 members 
Mstep: Class 21 contains 20566 members 
Mstep: Class 22 contains 11849 members 
Mstep: Class 23 contains 5224 members 
Mstep: Class 24 contains 6098 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10215 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12617 members 
Mstep: Class 32 contains 40727 members 
Mstep: Class 33 contains 8211 members 
Mstep: Class 34 contains 7445 members 
Mstep: Class 35 contains 9693 members 
Mstep: Class 36 contains 12205 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4630 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10110 members 
Mstep: Class 43 contains 7124 members 
Mstep: Class 44 contains 53370 members 
Mstep: Class 45 contains 16935 members 
Mstep: Class 46 contains 41522 members 
Mstep: Class 47 contains 14292 members 
Mstep: Class 48 contains 14682 members 
Mstep: Class 49 contains 3501 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3593 members 
Mstep: Class 52 contains 3855 members 
Mstep: Class 53 contains 24715 members 
Mstep: Class 54 contains 6861 members 
Mstep: Class 55 contains 20985 members 
Mstep: Class 56 contains 13274 members 
Mstep: Class 57 contains 1352 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280880.000000 Penalty: 205893.281250
Iteration 128Q: 60 clusters Score -1.392809e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6198 members 
Mstep: Class 3 contains 27978 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 18086 members 
Mstep: Class 6 contains 140684 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 16771 members 
Mstep: Class 9 contains 109568 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 7760 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 15632 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 212990 members 
Mstep: Class 16 contains 22947 members 
Mstep: Class 17 contains 46496 members 
Mstep: Class 18 contains 38595 members 
Mstep: Class 19 contains 129378 members 
Mstep: Class 20 contains 21691 members 
Mstep: Class 21 contains 20565 members 
Mstep: Class 22 contains 11851 members 
Mstep: Class 23 contains 5241 members 
Mstep: Class 24 contains 6066 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 11701 members 
Mstep: Class 29 contains 10228 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12615 members 
Mstep: Class 32 contains 40724 members 
Mstep: Class 33 contains 8227 members 
Mstep: Class 34 contains 7443 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 12201 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4647 members 
Mstep: Class 40 contains 8199 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10093 members 
Mstep: Class 43 contains 7134 members 
Mstep: Class 44 contains 53366 members 
Mstep: Class 45 contains 16923 members 
Mstep: Class 46 contains 41509 members 
Mstep: Class 47 contains 14292 members 
Mstep: Class 48 contains 14694 members 
Mstep: Class 49 contains 3502 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3595 members 
Mstep: Class 52 contains 3855 members 
Mstep: Class 53 contains 24703 members 
Mstep: Class 54 contains 6861 members 
Mstep: Class 55 contains 20983 members 
Mstep: Class 56 contains 13320 members 
Mstep: Class 57 contains 1354 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139280848.000000 Penalty: 205893.281250
Iteration 129Q: 60 clusters Score -1.392808e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6191 members 
Mstep: Class 3 contains 27975 members 
Mstep: Class 4 contains 4953 members 
Mstep: Class 5 contains 18083 members 
Mstep: Class 6 contains 140678 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 16768 members 
Mstep: Class 9 contains 109571 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 7829 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 15633 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 212991 members 
Mstep: Class 16 contains 22957 members 
Mstep: Class 17 contains 46419 members 
Mstep: Class 18 contains 38597 members 
Mstep: Class 19 contains 129372 members 
Mstep: Class 20 contains 21693 members 
Mstep: Class 21 contains 20565 members 
Mstep: Class 22 contains 11852 members 
Mstep: Class 23 contains 5261 members 
Mstep: Class 24 contains 6030 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 6963 members 
Mstep: Class 28 contains 11701 members 
Mstep: Class 29 contains 10238 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12615 members 
Mstep: Class 32 contains 40712 members 
Mstep: Class 33 contains 8238 members 
Mstep: Class 34 contains 7442 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 6780 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4665 members 
Mstep: Class 40 contains 8198 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10080 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 53355 members 
Mstep: Class 45 contains 16919 members 
Mstep: Class 46 contains 41502 members 
Mstep: Class 47 contains 14289 members 
Mstep: Class 48 contains 14700 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3596 members 
Mstep: Class 52 contains 3854 members 
Mstep: Class 53 contains 24690 members 
Mstep: Class 54 contains 6861 members 
Mstep: Class 55 contains 20979 members 
Mstep: Class 56 contains 13362 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281120.000000 Penalty: 205893.281250
Iteration 130Q: 60 clusters Score -1.392811e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6185 members 
Mstep: Class 3 contains 27978 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 5 contains 18093 members 
Mstep: Class 6 contains 140666 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 16762 members 
Mstep: Class 9 contains 109572 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 22972 members 
Mstep: Class 17 contains 46343 members 
Mstep: Class 18 contains 38595 members 
Mstep: Class 19 contains 129371 members 
Mstep: Class 20 contains 21692 members 
Mstep: Class 21 contains 20566 members 
Mstep: Class 22 contains 11853 members 
Mstep: Class 23 contains 5283 members 
Mstep: Class 24 contains 5980 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 6969 members 
Mstep: Class 28 contains 11700 members 
Mstep: Class 29 contains 10242 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 40708 members 
Mstep: Class 33 contains 8244 members 
Mstep: Class 34 contains 7442 members 
Mstep: Class 35 contains 9702 members 
Mstep: Class 36 contains 12194 members 
Mstep: Class 37 contains 6779 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4678 members 
Mstep: Class 40 contains 8199 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10061 members 
Mstep: Class 43 contains 7144 members 
Mstep: Class 44 contains 53359 members 
Mstep: Class 45 contains 16914 members 
Mstep: Class 46 contains 41495 members 
Mstep: Class 47 contains 14282 members 
Mstep: Class 48 contains 14703 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3598 members 
Mstep: Class 52 contains 3854 members 
Mstep: Class 53 contains 24684 members 
Mstep: Class 54 contains 6862 members 
Mstep: Class 55 contains 20973 members 
Mstep: Class 56 contains 13402 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281120.000000 Penalty: 205893.281250
Iteration 131Q: 60 clusters Score -1.392811e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6174 members 
Mstep: Class 3 contains 27977 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 18094 members 
Mstep: Class 6 contains 140666 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 16759 members 
Mstep: Class 9 contains 109574 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 15631 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 212989 members 
Mstep: Class 16 contains 22986 members 
Mstep: Class 17 contains 46281 members 
Mstep: Class 18 contains 38598 members 
Mstep: Class 19 contains 129374 members 
Mstep: Class 20 contains 21692 members 
Mstep: Class 21 contains 20564 members 
Mstep: Class 22 contains 11845 members 
Mstep: Class 23 contains 5287 members 
Mstep: Class 24 contains 5936 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 6979 members 
Mstep: Class 28 contains 11700 members 
Mstep: Class 29 contains 10246 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12625 members 
Mstep: Class 32 contains 40706 members 
Mstep: Class 33 contains 8250 members 
Mstep: Class 34 contains 7441 members 
Mstep: Class 35 contains 9705 members 
Mstep: Class 36 contains 12189 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4686 members 
Mstep: Class 40 contains 8197 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10036 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53362 members 
Mstep: Class 45 contains 16908 members 
Mstep: Class 46 contains 41492 members 
Mstep: Class 47 contains 14260 members 
Mstep: Class 48 contains 14695 members 
Mstep: Class 49 contains 3517 members 
Mstep: Class 50 contains 6828 members 
Mstep: Class 51 contains 3595 members 
Mstep: Class 52 contains 3854 members 
Mstep: Class 53 contains 24671 members 
Mstep: Class 54 contains 6861 members 
Mstep: Class 55 contains 20968 members 
Mstep: Class 56 contains 13446 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281280.000000 Penalty: 205893.281250
Iteration 132Q: 60 clusters Score -1.392813e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6170 members 
Mstep: Class 3 contains 27978 members 
Mstep: Class 4 contains 4943 members 
Mstep: Class 5 contains 18092 members 
Mstep: Class 6 contains 140665 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 16753 members 
Mstep: Class 9 contains 109567 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 6665 members 
Mstep: Class 13 contains 15633 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 212997 members 
Mstep: Class 16 contains 22997 members 
Mstep: Class 17 contains 46217 members 
Mstep: Class 18 contains 38592 members 
Mstep: Class 19 contains 129375 members 
Mstep: Class 20 contains 21689 members 
Mstep: Class 21 contains 20562 members 
Mstep: Class 22 contains 11833 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 5897 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 6986 members 
Mstep: Class 28 contains 11700 members 
Mstep: Class 29 contains 10253 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12629 members 
Mstep: Class 32 contains 40706 members 
Mstep: Class 33 contains 8264 members 
Mstep: Class 34 contains 7439 members 
Mstep: Class 35 contains 9708 members 
Mstep: Class 36 contains 12184 members 
Mstep: Class 37 contains 6776 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4693 members 
Mstep: Class 40 contains 8195 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 10014 members 
Mstep: Class 43 contains 7162 members 
Mstep: Class 44 contains 53367 members 
Mstep: Class 45 contains 16907 members 
Mstep: Class 46 contains 41495 members 
Mstep: Class 47 contains 14237 members 
Mstep: Class 48 contains 14689 members 
Mstep: Class 49 contains 3524 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3588 members 
Mstep: Class 52 contains 3853 members 
Mstep: Class 53 contains 24658 members 
Mstep: Class 54 contains 6858 members 
Mstep: Class 55 contains 20965 members 
Mstep: Class 56 contains 13494 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281536.000000 Penalty: 205893.281250
Iteration 133Q: 60 clusters Score -1.392815e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6170 members 
Mstep: Class 3 contains 27978 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 18088 members 
Mstep: Class 6 contains 140665 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 16749 members 
Mstep: Class 9 contains 109571 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 8203 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 15630 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 212993 members 
Mstep: Class 16 contains 23010 members 
Mstep: Class 17 contains 46173 members 
Mstep: Class 18 contains 38587 members 
Mstep: Class 19 contains 129383 members 
Mstep: Class 20 contains 21687 members 
Mstep: Class 21 contains 20560 members 
Mstep: Class 22 contains 11827 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 5855 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 6999 members 
Mstep: Class 28 contains 11700 members 
Mstep: Class 29 contains 10258 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12640 members 
Mstep: Class 32 contains 40701 members 
Mstep: Class 33 contains 8279 members 
Mstep: Class 34 contains 7440 members 
Mstep: Class 35 contains 9704 members 
Mstep: Class 36 contains 12180 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4699 members 
Mstep: Class 40 contains 8194 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 9982 members 
Mstep: Class 43 contains 7163 members 
Mstep: Class 44 contains 53368 members 
Mstep: Class 45 contains 16899 members 
Mstep: Class 46 contains 41497 members 
Mstep: Class 47 contains 14208 members 
Mstep: Class 48 contains 14682 members 
Mstep: Class 49 contains 3534 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3584 members 
Mstep: Class 52 contains 3853 members 
Mstep: Class 53 contains 24643 members 
Mstep: Class 54 contains 6858 members 
Mstep: Class 55 contains 20965 members 
Mstep: Class 56 contains 13529 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6236 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281648.000000 Penalty: 205893.281250
Iteration 134Q: 60 clusters Score -1.392816e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 27975 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 18088 members 
Mstep: Class 6 contains 140667 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 16747 members 
Mstep: Class 9 contains 109568 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 8298 members 
Mstep: Class 12 contains 6673 members 
Mstep: Class 13 contains 15632 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 212993 members 
Mstep: Class 16 contains 23019 members 
Mstep: Class 17 contains 46129 members 
Mstep: Class 18 contains 38582 members 
Mstep: Class 19 contains 129383 members 
Mstep: Class 20 contains 21688 members 
Mstep: Class 21 contains 20555 members 
Mstep: Class 22 contains 11818 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 5807 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 7013 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10265 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12645 members 
Mstep: Class 32 contains 40702 members 
Mstep: Class 33 contains 8295 members 
Mstep: Class 34 contains 7444 members 
Mstep: Class 35 contains 9706 members 
Mstep: Class 36 contains 12178 members 
Mstep: Class 37 contains 6779 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4705 members 
Mstep: Class 40 contains 8194 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 9948 members 
Mstep: Class 43 contains 7170 members 
Mstep: Class 44 contains 53374 members 
Mstep: Class 45 contains 16894 members 
Mstep: Class 46 contains 41500 members 
Mstep: Class 47 contains 14185 members 
Mstep: Class 48 contains 14670 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3580 members 
Mstep: Class 52 contains 3853 members 
Mstep: Class 53 contains 24629 members 
Mstep: Class 54 contains 6859 members 
Mstep: Class 55 contains 20958 members 
Mstep: Class 56 contains 13571 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6236 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281728.000000 Penalty: 205893.281250
Iteration 135Q: 60 clusters Score -1.392817e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6156 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 18083 members 
Mstep: Class 6 contains 140666 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 109575 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 8410 members 
Mstep: Class 12 contains 6672 members 
Mstep: Class 13 contains 15634 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 212990 members 
Mstep: Class 16 contains 23021 members 
Mstep: Class 17 contains 46074 members 
Mstep: Class 18 contains 38579 members 
Mstep: Class 19 contains 129386 members 
Mstep: Class 20 contains 21689 members 
Mstep: Class 21 contains 20556 members 
Mstep: Class 22 contains 11811 members 
Mstep: Class 23 contains 5330 members 
Mstep: Class 24 contains 5751 members 
Mstep: Class 25 contains 3016 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12646 members 
Mstep: Class 32 contains 40694 members 
Mstep: Class 33 contains 8310 members 
Mstep: Class 34 contains 7442 members 
Mstep: Class 35 contains 9707 members 
Mstep: Class 36 contains 12178 members 
Mstep: Class 37 contains 6780 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4711 members 
Mstep: Class 40 contains 8190 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 9905 members 
Mstep: Class 43 contains 7174 members 
Mstep: Class 44 contains 53373 members 
Mstep: Class 45 contains 16888 members 
Mstep: Class 46 contains 41503 members 
Mstep: Class 47 contains 14167 members 
Mstep: Class 48 contains 14670 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 6826 members 
Mstep: Class 51 contains 3583 members 
Mstep: Class 52 contains 3852 members 
Mstep: Class 53 contains 24624 members 
Mstep: Class 54 contains 6862 members 
Mstep: Class 55 contains 20948 members 
Mstep: Class 56 contains 13610 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281696.000000 Penalty: 205893.281250
Iteration 136Q: 60 clusters Score -1.392817e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6153 members 
Mstep: Class 3 contains 27970 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 140651 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 109580 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 15636 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 212983 members 
Mstep: Class 16 contains 23031 members 
Mstep: Class 17 contains 46024 members 
Mstep: Class 18 contains 38577 members 
Mstep: Class 19 contains 129387 members 
Mstep: Class 20 contains 21692 members 
Mstep: Class 21 contains 20555 members 
Mstep: Class 22 contains 11804 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 5685 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 7038 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10265 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12647 members 
Mstep: Class 32 contains 40690 members 
Mstep: Class 33 contains 8339 members 
Mstep: Class 34 contains 7439 members 
Mstep: Class 35 contains 9707 members 
Mstep: Class 36 contains 12178 members 
Mstep: Class 37 contains 6780 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4720 members 
Mstep: Class 40 contains 8185 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 9863 members 
Mstep: Class 43 contains 7177 members 
Mstep: Class 44 contains 53372 members 
Mstep: Class 45 contains 16880 members 
Mstep: Class 46 contains 41503 members 
Mstep: Class 47 contains 14157 members 
Mstep: Class 48 contains 14667 members 
Mstep: Class 49 contains 3544 members 
Mstep: Class 50 contains 6827 members 
Mstep: Class 51 contains 3591 members 
Mstep: Class 52 contains 3851 members 
Mstep: Class 53 contains 24616 members 
Mstep: Class 54 contains 6864 members 
Mstep: Class 55 contains 20941 members 
Mstep: Class 56 contains 13638 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281984.000000 Penalty: 205893.281250
Iteration 137Q: 60 clusters Score -1.39282e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6148 members 
Mstep: Class 3 contains 27970 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 140642 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 16741 members 
Mstep: Class 9 contains 109574 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 8652 members 
Mstep: Class 12 contains 6685 members 
Mstep: Class 13 contains 15638 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 212966 members 
Mstep: Class 16 contains 23038 members 
Mstep: Class 17 contains 45973 members 
Mstep: Class 18 contains 38583 members 
Mstep: Class 19 contains 129390 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 20557 members 
Mstep: Class 22 contains 11799 members 
Mstep: Class 23 contains 5349 members 
Mstep: Class 24 contains 5628 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 7042 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10264 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12650 members 
Mstep: Class 32 contains 40689 members 
Mstep: Class 33 contains 8365 members 
Mstep: Class 34 contains 7440 members 
Mstep: Class 35 contains 9705 members 
Mstep: Class 36 contains 12182 members 
Mstep: Class 37 contains 6780 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 8181 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 9806 members 
Mstep: Class 43 contains 7183 members 
Mstep: Class 44 contains 53376 members 
Mstep: Class 45 contains 16866 members 
Mstep: Class 46 contains 41507 members 
Mstep: Class 47 contains 14147 members 
Mstep: Class 48 contains 14659 members 
Mstep: Class 49 contains 3544 members 
Mstep: Class 50 contains 6828 members 
Mstep: Class 51 contains 3599 members 
Mstep: Class 52 contains 3849 members 
Mstep: Class 53 contains 24610 members 
Mstep: Class 54 contains 6866 members 
Mstep: Class 55 contains 20941 members 
Mstep: Class 56 contains 13667 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6235 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281952.000000 Penalty: 205893.281250
Iteration 138Q: 60 clusters Score -1.39282e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 27967 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 18085 members 
Mstep: Class 6 contains 140634 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 109573 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 8766 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 15639 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 212951 members 
Mstep: Class 16 contains 23057 members 
Mstep: Class 17 contains 45913 members 
Mstep: Class 18 contains 38581 members 
Mstep: Class 19 contains 129390 members 
Mstep: Class 20 contains 21700 members 
Mstep: Class 21 contains 20557 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 5343 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 7052 members 
Mstep: Class 28 contains 11696 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12658 members 
Mstep: Class 32 contains 40690 members 
Mstep: Class 33 contains 8393 members 
Mstep: Class 34 contains 7436 members 
Mstep: Class 35 contains 9704 members 
Mstep: Class 36 contains 12176 members 
Mstep: Class 37 contains 6779 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4740 members 
Mstep: Class 40 contains 8180 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 9762 members 
Mstep: Class 43 contains 7185 members 
Mstep: Class 44 contains 53381 members 
Mstep: Class 45 contains 16858 members 
Mstep: Class 46 contains 41512 members 
Mstep: Class 47 contains 14146 members 
Mstep: Class 48 contains 14652 members 
Mstep: Class 49 contains 3552 members 
Mstep: Class 50 contains 6828 members 
Mstep: Class 51 contains 3600 members 
Mstep: Class 52 contains 3850 members 
Mstep: Class 53 contains 24606 members 
Mstep: Class 54 contains 6864 members 
Mstep: Class 55 contains 20938 members 
Mstep: Class 56 contains 13698 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6236 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139281872.000000 Penalty: 205893.281250
Iteration 139Q: 60 clusters Score -1.392819e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 27965 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 140630 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 109566 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 15641 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 212951 members 
Mstep: Class 16 contains 23066 members 
Mstep: Class 17 contains 45848 members 
Mstep: Class 18 contains 38583 members 
Mstep: Class 19 contains 129391 members 
Mstep: Class 20 contains 21700 members 
Mstep: Class 21 contains 20553 members 
Mstep: Class 22 contains 11778 members 
Mstep: Class 23 contains 5355 members 
Mstep: Class 24 contains 5511 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7061 members 
Mstep: Class 28 contains 11696 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12663 members 
Mstep: Class 32 contains 40687 members 
Mstep: Class 33 contains 8427 members 
Mstep: Class 34 contains 7432 members 
Mstep: Class 35 contains 9705 members 
Mstep: Class 36 contains 12173 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4741 members 
Mstep: Class 40 contains 8183 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 9717 members 
Mstep: Class 43 contains 7189 members 
Mstep: Class 44 contains 53384 members 
Mstep: Class 45 contains 16851 members 
Mstep: Class 46 contains 41520 members 
Mstep: Class 47 contains 14132 members 
Mstep: Class 48 contains 14652 members 
Mstep: Class 49 contains 3553 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3600 members 
Mstep: Class 52 contains 3850 members 
Mstep: Class 53 contains 24603 members 
Mstep: Class 54 contains 6864 members 
Mstep: Class 55 contains 20937 members 
Mstep: Class 56 contains 13725 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 6237 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282256.000000 Penalty: 205893.281250
Iteration 140F: 60 clusters Score -1.392823e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 27964 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 18072 members 
Mstep: Class 6 contains 140627 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 109567 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 6685 members 
Mstep: Class 13 contains 15647 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 212939 members 
Mstep: Class 16 contains 23068 members 
Mstep: Class 17 contains 45792 members 
Mstep: Class 18 contains 38581 members 
Mstep: Class 19 contains 129389 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 20550 members 
Mstep: Class 22 contains 11767 members 
Mstep: Class 23 contains 5365 members 
Mstep: Class 24 contains 5439 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7069 members 
Mstep: Class 28 contains 11697 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12671 members 
Mstep: Class 32 contains 40684 members 
Mstep: Class 33 contains 8458 members 
Mstep: Class 34 contains 7429 members 
Mstep: Class 35 contains 9708 members 
Mstep: Class 36 contains 12173 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 1108 members 
Mstep: Class 39 contains 4736 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1092 members 
Mstep: Class 42 contains 9682 members 
Mstep: Class 43 contains 7193 members 
Mstep: Class 44 contains 53381 members 
Mstep: Class 45 contains 16840 members 
Mstep: Class 46 contains 41527 members 
Mstep: Class 47 contains 14121 members 
Mstep: Class 48 contains 14652 members 
Mstep: Class 49 contains 3553 members 
Mstep: Class 50 contains 6829 members 
Mstep: Class 51 contains 3601 members 
Mstep: Class 52 contains 3850 members 
Mstep: Class 53 contains 24603 members 
Mstep: Class 54 contains 6865 members 
Mstep: Class 55 contains 20935 members 
Mstep: Class 56 contains 13766 members 
Mstep: Class 57 contains 1356 members 
Mstep: Class 58 contains 6238 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282400.000000 Penalty: 205893.281250
Iteration 141Q: 60 clusters Score -1.392824e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6131 members 
Mstep: Class 3 contains 27964 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 18062 members 
Mstep: Class 6 contains 140621 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 16729 members 
Mstep: Class 9 contains 109565 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 15650 members 
Mstep: Class 14 contains 9515 members 
Mstep: Class 15 contains 212941 members 
Mstep: Class 16 contains 23070 members 
Mstep: Class 17 contains 45725 members 
Mstep: Class 18 contains 38578 members 
Mstep: Class 19 contains 129389 members 
Mstep: Class 20 contains 21699 members 
Mstep: Class 21 contains 20550 members 
Mstep: Class 22 contains 11760 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 5378 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7067 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10265 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12675 members 
Mstep: Class 32 contains 40683 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 7428 members 
Mstep: Class 35 contains 9710 members 
Mstep: Class 36 contains 12175 members 
Mstep: Class 37 contains 6776 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4735 members 
Mstep: Class 40 contains 8181 members 
Mstep: Class 41 contains 1091 members 
Mstep: Class 42 contains 9639 members 
Mstep: Class 43 contains 7196 members 
Mstep: Class 44 contains 53384 members 
Mstep: Class 45 contains 16831 members 
Mstep: Class 46 contains 41535 members 
Mstep: Class 47 contains 14101 members 
Mstep: Class 48 contains 14652 members 
Mstep: Class 49 contains 3553 members 
Mstep: Class 50 contains 6830 members 
Mstep: Class 51 contains 3600 members 
Mstep: Class 52 contains 3849 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 6866 members 
Mstep: Class 55 contains 20936 members 
Mstep: Class 56 contains 13799 members 
Mstep: Class 57 contains 1357 members 
Mstep: Class 58 contains 6238 members 
Mstep: Class 59 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282608.000000 Penalty: 205893.281250
Iteration 142Q: 60 clusters Score -1.392826e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6121 members 
Mstep: Class 3 contains 27959 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140616 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 16724 members 
Mstep: Class 9 contains 109567 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15654 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 212926 members 
Mstep: Class 16 contains 23079 members 
Mstep: Class 17 contains 45656 members 
Mstep: Class 18 contains 38579 members 
Mstep: Class 19 contains 129390 members 
Mstep: Class 20 contains 21706 members 
Mstep: Class 21 contains 20550 members 
Mstep: Class 22 contains 11740 members 
Mstep: Class 23 contains 5387 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7085 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10264 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12677 members 
Mstep: Class 32 contains 40680 members 
Mstep: Class 33 contains 8523 members 
Mstep: Class 34 contains 7426 members 
Mstep: Class 35 contains 9711 members 
Mstep: Class 36 contains 12173 members 
Mstep: Class 37 contains 6776 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4739 members 
Mstep: Class 40 contains 8179 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9594 members 
Mstep: Class 43 contains 7193 members 
Mstep: Class 44 contains 53387 members 
Mstep: Class 45 contains 16826 members 
Mstep: Class 46 contains 41531 members 
Mstep: Class 47 contains 14095 members 
Mstep: Class 48 contains 14657 members 
Mstep: Class 49 contains 3557 members 
Mstep: Class 50 contains 6831 members 
Mstep: Class 51 contains 3603 members 
Mstep: Class 52 contains 3848 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 6866 members 
Mstep: Class 55 contains 20934 members 
Mstep: Class 56 contains 13831 members 
Mstep: Class 57 contains 1359 members 
Mstep: Class 58 contains 6238 members 
Mstep: Class 59 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282592.000000 Penalty: 205893.281250
Iteration 143Q: 60 clusters Score -1.392826e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 27960 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140607 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 16723 members 
Mstep: Class 9 contains 109568 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 9395 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 15663 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 212920 members 
Mstep: Class 16 contains 23082 members 
Mstep: Class 17 contains 45587 members 
Mstep: Class 18 contains 38581 members 
Mstep: Class 19 contains 129392 members 
Mstep: Class 20 contains 21703 members 
Mstep: Class 21 contains 20546 members 
Mstep: Class 22 contains 11715 members 
Mstep: Class 23 contains 5394 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7096 members 
Mstep: Class 28 contains 11700 members 
Mstep: Class 29 contains 10263 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12679 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 8562 members 
Mstep: Class 34 contains 7423 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12171 members 
Mstep: Class 37 contains 6773 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4758 members 
Mstep: Class 40 contains 8180 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9544 members 
Mstep: Class 43 contains 7196 members 
Mstep: Class 44 contains 53394 members 
Mstep: Class 45 contains 16820 members 
Mstep: Class 46 contains 41530 members 
Mstep: Class 47 contains 14078 members 
Mstep: Class 48 contains 14655 members 
Mstep: Class 49 contains 3563 members 
Mstep: Class 50 contains 6832 members 
Mstep: Class 51 contains 3610 members 
Mstep: Class 52 contains 3848 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 6867 members 
Mstep: Class 55 contains 20933 members 
Mstep: Class 56 contains 13865 members 
Mstep: Class 57 contains 1360 members 
Mstep: Class 58 contains 6238 members 
Mstep: Class 59 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282656.000000 Penalty: 205893.281250
Iteration 144Q: 60 clusters Score -1.392827e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 4889 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140598 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 109565 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 9540 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 15675 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 212909 members 
Mstep: Class 16 contains 23085 members 
Mstep: Class 17 contains 45503 members 
Mstep: Class 18 contains 38577 members 
Mstep: Class 19 contains 129391 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 20543 members 
Mstep: Class 22 contains 11693 members 
Mstep: Class 23 contains 5406 members 
Mstep: Class 24 contains 5168 members 
Mstep: Class 25 contains 3024 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10263 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12683 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 8613 members 
Mstep: Class 34 contains 7417 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12168 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4772 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9492 members 
Mstep: Class 43 contains 7203 members 
Mstep: Class 44 contains 53395 members 
Mstep: Class 45 contains 16817 members 
Mstep: Class 46 contains 41529 members 
Mstep: Class 47 contains 14067 members 
Mstep: Class 48 contains 14651 members 
Mstep: Class 49 contains 3562 members 
Mstep: Class 50 contains 6833 members 
Mstep: Class 51 contains 3609 members 
Mstep: Class 52 contains 3850 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 6869 members 
Mstep: Class 55 contains 20934 members 
Mstep: Class 56 contains 13891 members 
Mstep: Class 57 contains 1360 members 
Mstep: Class 58 contains 6238 members 
Mstep: Class 59 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282816.000000 Penalty: 205893.281250
Iteration 145Q: 60 clusters Score -1.392828e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6091 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 18063 members 
Mstep: Class 6 contains 140589 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 109567 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 9679 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15677 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 212909 members 
Mstep: Class 16 contains 23091 members 
Mstep: Class 17 contains 45417 members 
Mstep: Class 18 contains 38576 members 
Mstep: Class 19 contains 129392 members 
Mstep: Class 20 contains 21711 members 
Mstep: Class 21 contains 20541 members 
Mstep: Class 22 contains 11669 members 
Mstep: Class 23 contains 5404 members 
Mstep: Class 24 contains 5102 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7159 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10263 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12687 members 
Mstep: Class 32 contains 40679 members 
Mstep: Class 33 contains 8655 members 
Mstep: Class 34 contains 7413 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12164 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4782 members 
Mstep: Class 40 contains 8184 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9435 members 
Mstep: Class 43 contains 7210 members 
Mstep: Class 44 contains 53395 members 
Mstep: Class 45 contains 16812 members 
Mstep: Class 46 contains 41529 members 
Mstep: Class 47 contains 14053 members 
Mstep: Class 48 contains 14645 members 
Mstep: Class 49 contains 3567 members 
Mstep: Class 50 contains 6836 members 
Mstep: Class 51 contains 3610 members 
Mstep: Class 52 contains 3851 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 6869 members 
Mstep: Class 55 contains 20938 members 
Mstep: Class 56 contains 13916 members 
Mstep: Class 57 contains 1361 members 
Mstep: Class 58 contains 6238 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283136.000000 Penalty: 205893.281250
Iteration 146Q: 60 clusters Score -1.392831e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 27946 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 18072 members 
Mstep: Class 6 contains 140590 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 16715 members 
Mstep: Class 9 contains 109571 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15678 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 212914 members 
Mstep: Class 16 contains 23096 members 
Mstep: Class 17 contains 45334 members 
Mstep: Class 18 contains 38581 members 
Mstep: Class 19 contains 129391 members 
Mstep: Class 20 contains 21716 members 
Mstep: Class 21 contains 20540 members 
Mstep: Class 22 contains 11646 members 
Mstep: Class 23 contains 5399 members 
Mstep: Class 24 contains 5033 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7188 members 
Mstep: Class 28 contains 11697 members 
Mstep: Class 29 contains 10263 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 12685 members 
Mstep: Class 32 contains 40680 members 
Mstep: Class 33 contains 8717 members 
Mstep: Class 34 contains 7410 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12161 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4785 members 
Mstep: Class 40 contains 8181 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9384 members 
Mstep: Class 43 contains 7217 members 
Mstep: Class 44 contains 53400 members 
Mstep: Class 45 contains 16807 members 
Mstep: Class 46 contains 41518 members 
Mstep: Class 47 contains 14033 members 
Mstep: Class 48 contains 14644 members 
Mstep: Class 49 contains 3567 members 
Mstep: Class 50 contains 6838 members 
Mstep: Class 51 contains 3618 members 
Mstep: Class 52 contains 3852 members 
Mstep: Class 53 contains 24592 members 
Mstep: Class 54 contains 6871 members 
Mstep: Class 55 contains 20938 members 
Mstep: Class 56 contains 13953 members 
Mstep: Class 57 contains 1360 members 
Mstep: Class 58 contains 6238 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283232.000000 Penalty: 205893.281250
Iteration 147Q: 60 clusters Score -1.392832e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 27943 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 140587 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 16712 members 
Mstep: Class 9 contains 109578 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 9923 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 15680 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 212922 members 
Mstep: Class 16 contains 23092 members 
Mstep: Class 17 contains 45253 members 
Mstep: Class 18 contains 38578 members 
Mstep: Class 19 contains 129390 members 
Mstep: Class 20 contains 21712 members 
Mstep: Class 21 contains 20540 members 
Mstep: Class 22 contains 11626 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 4979 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7212 members 
Mstep: Class 28 contains 11696 members 
Mstep: Class 29 contains 10264 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12691 members 
Mstep: Class 32 contains 40675 members 
Mstep: Class 33 contains 8773 members 
Mstep: Class 34 contains 7408 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12156 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4790 members 
Mstep: Class 40 contains 8178 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9342 members 
Mstep: Class 43 contains 7218 members 
Mstep: Class 44 contains 53413 members 
Mstep: Class 45 contains 16804 members 
Mstep: Class 46 contains 41507 members 
Mstep: Class 47 contains 14011 members 
Mstep: Class 48 contains 14649 members 
Mstep: Class 49 contains 3567 members 
Mstep: Class 50 contains 6839 members 
Mstep: Class 51 contains 3616 members 
Mstep: Class 52 contains 3852 members 
Mstep: Class 53 contains 24590 members 
Mstep: Class 54 contains 6874 members 
Mstep: Class 55 contains 20943 members 
Mstep: Class 56 contains 13975 members 
Mstep: Class 57 contains 1361 members 
Mstep: Class 58 contains 6239 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139282784.000000 Penalty: 205893.281250
Iteration 148Q: 60 clusters Score -1.392828e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6071 members 
Mstep: Class 3 contains 27938 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 140586 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 16714 members 
Mstep: Class 9 contains 109578 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 15680 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 212921 members 
Mstep: Class 16 contains 23094 members 
Mstep: Class 17 contains 45182 members 
Mstep: Class 18 contains 38577 members 
Mstep: Class 19 contains 129391 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 20539 members 
Mstep: Class 22 contains 11603 members 
Mstep: Class 23 contains 5393 members 
Mstep: Class 24 contains 4919 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 7229 members 
Mstep: Class 28 contains 11697 members 
Mstep: Class 29 contains 10264 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12698 members 
Mstep: Class 32 contains 40670 members 
Mstep: Class 33 contains 8837 members 
Mstep: Class 34 contains 7410 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12156 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4788 members 
Mstep: Class 40 contains 8180 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9306 members 
Mstep: Class 43 contains 7223 members 
Mstep: Class 44 contains 53425 members 
Mstep: Class 45 contains 16801 members 
Mstep: Class 46 contains 41495 members 
Mstep: Class 47 contains 13988 members 
Mstep: Class 48 contains 14654 members 
Mstep: Class 49 contains 3565 members 
Mstep: Class 50 contains 6840 members 
Mstep: Class 51 contains 3616 members 
Mstep: Class 52 contains 3852 members 
Mstep: Class 53 contains 24584 members 
Mstep: Class 54 contains 6876 members 
Mstep: Class 55 contains 20948 members 
Mstep: Class 56 contains 14003 members 
Mstep: Class 57 contains 1361 members 
Mstep: Class 58 contains 6239 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283024.000000 Penalty: 205893.281250
Iteration 149Q: 60 clusters Score -1.39283e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 27933 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 18070 members 
Mstep: Class 6 contains 140582 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 16718 members 
Mstep: Class 9 contains 109575 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 15679 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 212921 members 
Mstep: Class 16 contains 23099 members 
Mstep: Class 17 contains 45108 members 
Mstep: Class 18 contains 38576 members 
Mstep: Class 19 contains 129391 members 
Mstep: Class 20 contains 21706 members 
Mstep: Class 21 contains 20539 members 
Mstep: Class 22 contains 11583 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 4865 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 11697 members 
Mstep: Class 29 contains 10265 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 40672 members 
Mstep: Class 33 contains 8886 members 
Mstep: Class 34 contains 7411 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12159 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4788 members 
Mstep: Class 40 contains 8179 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9276 members 
Mstep: Class 43 contains 7227 members 
Mstep: Class 44 contains 53440 members 
Mstep: Class 45 contains 16796 members 
Mstep: Class 46 contains 41488 members 
Mstep: Class 47 contains 13980 members 
Mstep: Class 48 contains 14656 members 
Mstep: Class 49 contains 3565 members 
Mstep: Class 50 contains 6839 members 
Mstep: Class 51 contains 3613 members 
Mstep: Class 52 contains 3853 members 
Mstep: Class 53 contains 24583 members 
Mstep: Class 54 contains 6878 members 
Mstep: Class 55 contains 20944 members 
Mstep: Class 56 contains 14034 members 
Mstep: Class 57 contains 1361 members 
Mstep: Class 58 contains 6239 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283280.000000 Penalty: 205893.281250
Iteration 150Q: 60 clusters Score -1.392833e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6047 members 
Mstep: Class 3 contains 27934 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 18070 members 
Mstep: Class 6 contains 140577 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 16715 members 
Mstep: Class 9 contains 109573 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10224 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 15679 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 212943 members 
Mstep: Class 16 contains 23104 members 
Mstep: Class 17 contains 45018 members 
Mstep: Class 18 contains 38573 members 
Mstep: Class 19 contains 129391 members 
Mstep: Class 20 contains 21712 members 
Mstep: Class 21 contains 20539 members 
Mstep: Class 22 contains 11558 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 4821 members 
Mstep: Class 25 contains 3024 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7261 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10265 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 12706 members 
Mstep: Class 32 contains 40674 members 
Mstep: Class 33 contains 8924 members 
Mstep: Class 34 contains 7405 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12163 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4789 members 
Mstep: Class 40 contains 8180 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9240 members 
Mstep: Class 43 contains 7232 members 
Mstep: Class 44 contains 53454 members 
Mstep: Class 45 contains 16787 members 
Mstep: Class 46 contains 41485 members 
Mstep: Class 47 contains 13969 members 
Mstep: Class 48 contains 14656 members 
Mstep: Class 49 contains 3565 members 
Mstep: Class 50 contains 6839 members 
Mstep: Class 51 contains 3611 members 
Mstep: Class 52 contains 3853 members 
Mstep: Class 53 contains 24580 members 
Mstep: Class 54 contains 6878 members 
Mstep: Class 55 contains 20942 members 
Mstep: Class 56 contains 14062 members 
Mstep: Class 57 contains 1362 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283072.000000 Penalty: 205893.281250
Iteration 151Q: 60 clusters Score -1.392831e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6033 members 
Mstep: Class 3 contains 27933 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 140571 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 16708 members 
Mstep: Class 9 contains 109574 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10321 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 15680 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 212947 members 
Mstep: Class 16 contains 23114 members 
Mstep: Class 17 contains 44914 members 
Mstep: Class 18 contains 38571 members 
Mstep: Class 19 contains 129392 members 
Mstep: Class 20 contains 21718 members 
Mstep: Class 21 contains 20538 members 
Mstep: Class 22 contains 11528 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4774 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 7275 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10266 members 
Mstep: Class 30 contains 4489 members 
Mstep: Class 31 contains 12711 members 
Mstep: Class 32 contains 40672 members 
Mstep: Class 33 contains 8965 members 
Mstep: Class 34 contains 7405 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12163 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 8179 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9211 members 
Mstep: Class 43 contains 7237 members 
Mstep: Class 44 contains 53470 members 
Mstep: Class 45 contains 16781 members 
Mstep: Class 46 contains 41479 members 
Mstep: Class 47 contains 13976 members 
Mstep: Class 48 contains 14652 members 
Mstep: Class 49 contains 3569 members 
Mstep: Class 50 contains 6839 members 
Mstep: Class 51 contains 3611 members 
Mstep: Class 52 contains 3853 members 
Mstep: Class 53 contains 24575 members 
Mstep: Class 54 contains 6879 members 
Mstep: Class 55 contains 20942 members 
Mstep: Class 56 contains 14097 members 
Mstep: Class 57 contains 1363 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283168.000000 Penalty: 205893.281250
Iteration 152Q: 60 clusters Score -1.392832e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 18074 members 
Mstep: Class 6 contains 140566 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 16712 members 
Mstep: Class 9 contains 109573 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10412 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 13 contains 15682 members 
Mstep: Class 14 contains 9520 members 
Mstep: Class 15 contains 212951 members 
Mstep: Class 16 contains 23135 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 38566 members 
Mstep: Class 19 contains 129393 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 20539 members 
Mstep: Class 22 contains 11510 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4728 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 6445 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 12715 members 
Mstep: Class 32 contains 40670 members 
Mstep: Class 33 contains 9002 members 
Mstep: Class 34 contains 7406 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12164 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4794 members 
Mstep: Class 40 contains 8181 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9183 members 
Mstep: Class 43 contains 7238 members 
Mstep: Class 44 contains 53482 members 
Mstep: Class 45 contains 16778 members 
Mstep: Class 46 contains 41480 members 
Mstep: Class 47 contains 13970 members 
Mstep: Class 48 contains 14643 members 
Mstep: Class 49 contains 3573 members 
Mstep: Class 50 contains 6842 members 
Mstep: Class 51 contains 3611 members 
Mstep: Class 52 contains 3851 members 
Mstep: Class 53 contains 24573 members 
Mstep: Class 54 contains 6886 members 
Mstep: Class 55 contains 20938 members 
Mstep: Class 56 contains 14130 members 
Mstep: Class 57 contains 1364 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283216.000000 Penalty: 205893.281250
Iteration 153Q: 60 clusters Score -1.392832e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 18075 members 
Mstep: Class 6 contains 140565 members 
Mstep: Class 7 contains 5034 members 
Mstep: Class 8 contains 16706 members 
Mstep: Class 9 contains 109572 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 15686 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212948 members 
Mstep: Class 16 contains 23150 members 
Mstep: Class 17 contains 44751 members 
Mstep: Class 18 contains 38558 members 
Mstep: Class 19 contains 129395 members 
Mstep: Class 20 contains 21703 members 
Mstep: Class 21 contains 20538 members 
Mstep: Class 22 contains 11488 members 
Mstep: Class 23 contains 5409 members 
Mstep: Class 24 contains 4693 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6447 members 
Mstep: Class 27 contains 7292 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 12715 members 
Mstep: Class 32 contains 40675 members 
Mstep: Class 33 contains 9034 members 
Mstep: Class 34 contains 7407 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12168 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4796 members 
Mstep: Class 40 contains 8183 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9155 members 
Mstep: Class 43 contains 7242 members 
Mstep: Class 44 contains 53493 members 
Mstep: Class 45 contains 16773 members 
Mstep: Class 46 contains 41482 members 
Mstep: Class 47 contains 13971 members 
Mstep: Class 48 contains 14634 members 
Mstep: Class 49 contains 3575 members 
Mstep: Class 50 contains 6845 members 
Mstep: Class 51 contains 3612 members 
Mstep: Class 52 contains 3850 members 
Mstep: Class 53 contains 24570 members 
Mstep: Class 54 contains 6891 members 
Mstep: Class 55 contains 20934 members 
Mstep: Class 56 contains 14156 members 
Mstep: Class 57 contains 1364 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283184.000000 Penalty: 205893.281250
Iteration 154Q: 60 clusters Score -1.392832e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 140565 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 16703 members 
Mstep: Class 9 contains 109573 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15690 members 
Mstep: Class 14 contains 9523 members 
Mstep: Class 15 contains 212958 members 
Mstep: Class 16 contains 23160 members 
Mstep: Class 17 contains 44671 members 
Mstep: Class 18 contains 38546 members 
Mstep: Class 19 contains 129393 members 
Mstep: Class 20 contains 21696 members 
Mstep: Class 21 contains 20537 members 
Mstep: Class 22 contains 11473 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 4660 members 
Mstep: Class 25 contains 3024 members 
Mstep: Class 26 contains 6450 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 4489 members 
Mstep: Class 31 contains 12718 members 
Mstep: Class 32 contains 40676 members 
Mstep: Class 33 contains 9066 members 
Mstep: Class 34 contains 7405 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12170 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4797 members 
Mstep: Class 40 contains 8182 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9139 members 
Mstep: Class 43 contains 7249 members 
Mstep: Class 44 contains 53508 members 
Mstep: Class 45 contains 16769 members 
Mstep: Class 46 contains 41482 members 
Mstep: Class 47 contains 13954 members 
Mstep: Class 48 contains 14628 members 
Mstep: Class 49 contains 3578 members 
Mstep: Class 50 contains 6847 members 
Mstep: Class 51 contains 3617 members 
Mstep: Class 52 contains 3847 members 
Mstep: Class 53 contains 24569 members 
Mstep: Class 54 contains 6895 members 
Mstep: Class 55 contains 20931 members 
Mstep: Class 56 contains 14191 members 
Mstep: Class 57 contains 1365 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283504.000000 Penalty: 205893.281250
Iteration 155Q: 60 clusters Score -1.392835e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6002 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 18070 members 
Mstep: Class 6 contains 140566 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 16701 members 
Mstep: Class 9 contains 109573 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10591 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15692 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212973 members 
Mstep: Class 16 contains 23172 members 
Mstep: Class 17 contains 44589 members 
Mstep: Class 18 contains 38535 members 
Mstep: Class 19 contains 129393 members 
Mstep: Class 20 contains 21683 members 
Mstep: Class 21 contains 20537 members 
Mstep: Class 22 contains 11464 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 4642 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12719 members 
Mstep: Class 32 contains 40679 members 
Mstep: Class 33 contains 9098 members 
Mstep: Class 34 contains 7405 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12170 members 
Mstep: Class 37 contains 6773 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4800 members 
Mstep: Class 40 contains 8179 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9130 members 
Mstep: Class 43 contains 7254 members 
Mstep: Class 44 contains 53510 members 
Mstep: Class 45 contains 16760 members 
Mstep: Class 46 contains 41482 members 
Mstep: Class 47 contains 13953 members 
Mstep: Class 48 contains 14630 members 
Mstep: Class 49 contains 3582 members 
Mstep: Class 50 contains 6847 members 
Mstep: Class 51 contains 3618 members 
Mstep: Class 52 contains 3846 members 
Mstep: Class 53 contains 24569 members 
Mstep: Class 54 contains 6897 members 
Mstep: Class 55 contains 20925 members 
Mstep: Class 56 contains 14224 members 
Mstep: Class 57 contains 1365 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283648.000000 Penalty: 205893.281250
Iteration 156Q: 60 clusters Score -1.392836e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6002 members 
Mstep: Class 3 contains 27924 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 18066 members 
Mstep: Class 6 contains 140567 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 16699 members 
Mstep: Class 9 contains 109570 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10633 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15694 members 
Mstep: Class 14 contains 9523 members 
Mstep: Class 15 contains 212983 members 
Mstep: Class 16 contains 23195 members 
Mstep: Class 17 contains 44507 members 
Mstep: Class 18 contains 38530 members 
Mstep: Class 19 contains 129393 members 
Mstep: Class 20 contains 21679 members 
Mstep: Class 21 contains 20535 members 
Mstep: Class 22 contains 11454 members 
Mstep: Class 23 contains 5392 members 
Mstep: Class 24 contains 4615 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 7336 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12717 members 
Mstep: Class 32 contains 40680 members 
Mstep: Class 33 contains 9137 members 
Mstep: Class 34 contains 7406 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12166 members 
Mstep: Class 37 contains 6773 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 8183 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9119 members 
Mstep: Class 43 contains 7257 members 
Mstep: Class 44 contains 53522 members 
Mstep: Class 45 contains 16746 members 
Mstep: Class 46 contains 41485 members 
Mstep: Class 47 contains 13948 members 
Mstep: Class 48 contains 14622 members 
Mstep: Class 49 contains 3584 members 
Mstep: Class 50 contains 6847 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3845 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6899 members 
Mstep: Class 55 contains 20928 members 
Mstep: Class 56 contains 14260 members 
Mstep: Class 57 contains 1366 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283760.000000 Penalty: 205893.281250
Iteration 157Q: 60 clusters Score -1.392838e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 3 contains 27923 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140565 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16700 members 
Mstep: Class 9 contains 109561 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10660 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15702 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 212979 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 44437 members 
Mstep: Class 18 contains 38526 members 
Mstep: Class 19 contains 129393 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 20534 members 
Mstep: Class 22 contains 11453 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 4601 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7347 members 
Mstep: Class 28 contains 11699 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12720 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9151 members 
Mstep: Class 34 contains 7402 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12168 members 
Mstep: Class 37 contains 6773 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4808 members 
Mstep: Class 40 contains 8184 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9115 members 
Mstep: Class 43 contains 7260 members 
Mstep: Class 44 contains 53530 members 
Mstep: Class 45 contains 16734 members 
Mstep: Class 46 contains 41475 members 
Mstep: Class 47 contains 13946 members 
Mstep: Class 48 contains 14626 members 
Mstep: Class 49 contains 3584 members 
Mstep: Class 50 contains 6848 members 
Mstep: Class 51 contains 3618 members 
Mstep: Class 52 contains 3843 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6902 members 
Mstep: Class 55 contains 20929 members 
Mstep: Class 56 contains 14292 members 
Mstep: Class 57 contains 1368 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139283936.000000 Penalty: 205893.281250
Iteration 158Q: 60 clusters Score -1.392839e+08 nChanged 391
Entering ConstructFrom: 
Score: -139283936.000000 Penalty: 205893.281250
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -19625.417969 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -19625.42 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 124 members 
Entering Unmasked Estep 
Score: -18460.013672 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -18460.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18624.777344 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -18624.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18635.824219 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -18635.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18647.226562 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -18647.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18647.226562 Penalty: 2767.546143
	Iteration 4F: 3 clusters Score -18647.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -597008.187500 Penalty: 2157.520996
	Iteration 0F: 2 clusters Score -597008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -591906.375000 Penalty: 4315.041992
	Iteration 0F: 3 clusters Score -591906.4 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -593468.250000 Penalty: 4315.041992
	Iteration 1F: 3 clusters Score -593468.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -593930.875000 Penalty: 4315.041992
	Iteration 2F: 3 clusters Score -593930.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -594265.500000 Penalty: 4315.041992
	Iteration 3F: 3 clusters Score -594265.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -594525.437500 Penalty: 4315.041992
	Iteration 4F: 3 clusters Score -594525.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -594749.750000 Penalty: 4315.041992
	Iteration 5Q: 3 clusters Score -594749.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -594926.437500 Penalty: 4315.041992
	Iteration 6Q: 3 clusters Score -594926.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -595088.500000 Penalty: 4315.041992
	Iteration 7Q: 3 clusters Score -595088.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -595239.750000 Penalty: 4315.041992
	Iteration 8Q: 3 clusters Score -595239.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -595393.125000 Penalty: 4315.041992
	Iteration 9Q: 3 clusters Score -595393.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -595536.125000 Penalty: 4315.041992
	Iteration 10Q: 3 clusters Score -595536.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -595651.125000 Penalty: 4315.041992
	Iteration 11Q: 3 clusters Score -595651.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -595735.375000 Penalty: 4315.041992
	Iteration 12Q: 3 clusters Score -595735.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -595798.187500 Penalty: 4315.041992
	Iteration 13Q: 3 clusters Score -595798.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -595842.875000 Penalty: 4315.041992
	Iteration 14Q: 3 clusters Score -595842.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -595889.875000 Penalty: 4315.041992
	Iteration 15Q: 3 clusters Score -595889.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -595915.312500 Penalty: 4315.041992
	Iteration 16Q: 3 clusters Score -595915.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -595934.875000 Penalty: 4315.041992
	Iteration 17Q: 3 clusters Score -595934.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -595953.562500 Penalty: 4315.041992
	Iteration 18Q: 3 clusters Score -595953.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -595965.562500 Penalty: 4315.041992
	Iteration 19Q: 3 clusters Score -595965.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -595976.187500 Penalty: 4315.041992
	Iteration 20F: 3 clusters Score -595976.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -595982.875000 Penalty: 4315.041992
	Iteration 21Q: 3 clusters Score -595982.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -595993.312500 Penalty: 4315.041992
	Iteration 22Q: 3 clusters Score -595993.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -596003.937500 Penalty: 4315.041992
	Iteration 23Q: 3 clusters Score -596003.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -596012.875000 Penalty: 4315.041992
	Iteration 24Q: 3 clusters Score -596012.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -596025.250000 Penalty: 4315.041992
	Iteration 25Q: 3 clusters Score -596025.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -596037.312500 Penalty: 4315.041992
	Iteration 26Q: 3 clusters Score -596037.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -596051.312500 Penalty: 4315.041992
	Iteration 27Q: 3 clusters Score -596051.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -596069.937500 Penalty: 4315.041992
	Iteration 28Q: 3 clusters Score -596069.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -596088.562500 Penalty: 4315.041992
	Iteration 29Q: 3 clusters Score -596088.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -596101.062500 Penalty: 4315.041992
	Iteration 30Q: 3 clusters Score -596101.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -596113.375000 Penalty: 4315.041992
	Iteration 31Q: 3 clusters Score -596113.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -596124.187500 Penalty: 4315.041992
	Iteration 32Q: 3 clusters Score -596124.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -596131.937500 Penalty: 4315.041992
	Iteration 33Q: 3 clusters Score -596131.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -596139.625000 Penalty: 4315.041992
	Iteration 34Q: 3 clusters Score -596139.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -596143.062500 Penalty: 4315.041992
	Iteration 35Q: 3 clusters Score -596143.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -596145.562500 Penalty: 4315.041992
	Iteration 36Q: 3 clusters Score -596145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -596148.625000 Penalty: 4315.041992
	Iteration 37Q: 3 clusters Score -596148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -596150.875000 Penalty: 4315.041992
	Iteration 38Q: 3 clusters Score -596150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -596152.375000 Penalty: 4315.041992
	Iteration 39Q: 3 clusters Score -596152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -596151.000000 Penalty: 4315.041992
	Iteration 40F: 3 clusters Score -596151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -596153.937500 Penalty: 4315.041992
	Iteration 41Q: 3 clusters Score -596153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -596154.062500 Penalty: 4315.041992
	Iteration 42Q: 3 clusters Score -596154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -596155.750000 Penalty: 4315.041992
	Iteration 43Q: 3 clusters Score -596155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -596155.750000 Penalty: 4315.041992
	Iteration 44F: 3 clusters Score -596155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Entering Unmasked Estep 
Score: -3178974.750000 Penalty: 2538.818115
	Iteration 0F: 2 clusters Score -3178975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3159842.750000 Penalty: 5077.636230
	Iteration 0F: 3 clusters Score -3159843 nChanged 12597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3166774.750000 Penalty: 5077.636230
	Iteration 1F: 3 clusters Score -3166775 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3167653.500000 Penalty: 5077.636230
	Iteration 2F: 3 clusters Score -3167654 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3168966.500000 Penalty: 5077.636230
	Iteration 3F: 3 clusters Score -3168966 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3170666.500000 Penalty: 5077.636230
	Iteration 4F: 3 clusters Score -3170666 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3172316.750000 Penalty: 5077.636230
	Iteration 5F: 3 clusters Score -3172317 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3173704.750000 Penalty: 5077.636230
	Iteration 6F: 3 clusters Score -3173705 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3174568.500000 Penalty: 5077.636230
	Iteration 7F: 3 clusters Score -3174568 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3175151.000000 Penalty: 5077.636230
	Iteration 8Q: 3 clusters Score -3175151 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3175613.500000 Penalty: 5077.636230
	Iteration 9Q: 3 clusters Score -3175614 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3175984.250000 Penalty: 5077.636230
	Iteration 10Q: 3 clusters Score -3175984 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3176372.250000 Penalty: 5077.636230
	Iteration 11Q: 3 clusters Score -3176372 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3176746.250000 Penalty: 5077.636230
	Iteration 12Q: 3 clusters Score -3176746 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3177101.500000 Penalty: 5077.636230
	Iteration 13Q: 3 clusters Score -3177102 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3177384.500000 Penalty: 5077.636230
	Iteration 14Q: 3 clusters Score -3177384 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3177616.500000 Penalty: 5077.636230
	Iteration 15Q: 3 clusters Score -3177616 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3177800.750000 Penalty: 5077.636230
	Iteration 16Q: 3 clusters Score -3177801 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3177885.750000 Penalty: 5077.636230
	Iteration 17Q: 3 clusters Score -3177886 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3177978.750000 Penalty: 5077.636230
	Iteration 18Q: 3 clusters Score -3177979 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3178029.500000 Penalty: 5077.636230
	Iteration 19Q: 3 clusters Score -3178030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3178074.500000 Penalty: 5077.636230
	Iteration 20F: 3 clusters Score -3178074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3178082.500000 Penalty: 5077.636230
	Iteration 21Q: 3 clusters Score -3178082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3178101.000000 Penalty: 5077.636230
	Iteration 22Q: 3 clusters Score -3178101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3178105.000000 Penalty: 5077.636230
	Iteration 23Q: 3 clusters Score -3178105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3178113.750000 Penalty: 5077.636230
	Iteration 24Q: 3 clusters Score -3178114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3178117.000000 Penalty: 5077.636230
	Iteration 25Q: 3 clusters Score -3178117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3178120.750000 Penalty: 5077.636230
	Iteration 26Q: 3 clusters Score -3178121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3178119.500000 Penalty: 5077.636230
	Iteration 27Q: 3 clusters Score -3178120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3178121.500000 Penalty: 5077.636230
	Iteration 28Q: 3 clusters Score -3178122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3178119.500000 Penalty: 5077.636230
	Iteration 29Q: 3 clusters Score -3178120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3178122.250000 Penalty: 5077.636230
	Iteration 30Q: 3 clusters Score -3178122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3178126.750000 Penalty: 5077.636230
	Iteration 31Q: 3 clusters Score -3178127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3178129.500000 Penalty: 5077.636230
	Iteration 32Q: 3 clusters Score -3178130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3178134.000000 Penalty: 5077.636230
	Iteration 33Q: 3 clusters Score -3178134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3178137.000000 Penalty: 5077.636230
	Iteration 34Q: 3 clusters Score -3178137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3178135.750000 Penalty: 5077.636230
	Iteration 35Q: 3 clusters Score -3178136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3178136.500000 Penalty: 5077.636230
	Iteration 36Q: 3 clusters Score -3178136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3178136.500000 Penalty: 5077.636230
	Iteration 37F: 3 clusters Score -3178136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -467558.562500 Penalty: 2104.403076
	Iteration 0F: 2 clusters Score -467558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -463170.218750 Penalty: 4208.806152
	Iteration 0F: 3 clusters Score -463170.2 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -464396.343750 Penalty: 4208.806152
	Iteration 1F: 3 clusters Score -464396.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -464795.812500 Penalty: 4208.806152
	Iteration 2F: 3 clusters Score -464795.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -465181.843750 Penalty: 4208.806152
	Iteration 3F: 3 clusters Score -465181.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -465668.375000 Penalty: 4208.806152
	Iteration 4F: 3 clusters Score -465668.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -466247.343750 Penalty: 4208.806152
	Iteration 5F: 3 clusters Score -466247.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -466786.375000 Penalty: 4208.806152
	Iteration 6F: 3 clusters Score -466786.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -467231.687500 Penalty: 4208.806152
	Iteration 7F: 3 clusters Score -467231.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -467612.281250 Penalty: 4208.806152
	Iteration 8Q: 3 clusters Score -467612.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -467938.187500 Penalty: 4208.806152
	Iteration 9Q: 3 clusters Score -467938.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -468083.062500 Penalty: 4208.806152
	Iteration 10Q: 3 clusters Score -468083.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -468153.843750 Penalty: 4208.806152
	Iteration 11Q: 3 clusters Score -468153.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -468197.875000 Penalty: 4208.806152
	Iteration 12Q: 3 clusters Score -468197.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -468238.375000 Penalty: 4208.806152
	Iteration 13Q: 3 clusters Score -468238.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -468286.375000 Penalty: 4208.806152
	Iteration 14Q: 3 clusters Score -468286.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -468345.156250 Penalty: 4208.806152
	Iteration 15Q: 3 clusters Score -468345.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -468401.156250 Penalty: 4208.806152
	Iteration 16Q: 3 clusters Score -468401.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -468439.562500 Penalty: 4208.806152
	Iteration 17Q: 3 clusters Score -468439.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -468466.312500 Penalty: 4208.806152
	Iteration 18Q: 3 clusters Score -468466.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -468497.593750 Penalty: 4208.806152
	Iteration 19Q: 3 clusters Score -468497.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -468514.656250 Penalty: 4208.806152
	Iteration 20F: 3 clusters Score -468514.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -468533.093750 Penalty: 4208.806152
	Iteration 21Q: 3 clusters Score -468533.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -468554.218750 Penalty: 4208.806152
	Iteration 22Q: 3 clusters Score -468554.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -468570.718750 Penalty: 4208.806152
	Iteration 23Q: 3 clusters Score -468570.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -468579.000000 Penalty: 4208.806152
	Iteration 24Q: 3 clusters Score -468579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -468585.968750 Penalty: 4208.806152
	Iteration 25Q: 3 clusters Score -468586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -468589.218750 Penalty: 4208.806152
	Iteration 26Q: 3 clusters Score -468589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -468589.812500 Penalty: 4208.806152
	Iteration 27Q: 3 clusters Score -468589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -468591.437500 Penalty: 4208.806152
	Iteration 28Q: 3 clusters Score -468591.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -468592.687500 Penalty: 4208.806152
	Iteration 29Q: 3 clusters Score -468592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -468595.312500 Penalty: 4208.806152
	Iteration 30Q: 3 clusters Score -468595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -468595.906250 Penalty: 4208.806152
	Iteration 31Q: 3 clusters Score -468595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -468596.750000 Penalty: 4208.806152
	Iteration 32Q: 3 clusters Score -468596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -468599.125000 Penalty: 4208.806152
	Iteration 33Q: 3 clusters Score -468599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -468600.468750 Penalty: 4208.806152
	Iteration 34Q: 3 clusters Score -468600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -468600.500000 Penalty: 4208.806152
	Iteration 35Q: 3 clusters Score -468600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -468600.875000 Penalty: 4208.806152
	Iteration 36Q: 3 clusters Score -468600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -468600.718750 Penalty: 4208.806152
	Iteration 37Q: 3 clusters Score -468600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -468600.718750 Penalty: 4208.806152
	Iteration 38F: 3 clusters Score -468600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4808 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 2766 members 
Entering Unmasked Estep 
Score: -139283488.000000 Penalty: 209383.000000
Splitting cluster 4 changes total score from -139283936.000000 to -139283488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Entering Unmasked Estep 
Score: -1888322.500000 Penalty: 2430.733398
	Iteration 0F: 2 clusters Score -1888322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1875589.375000 Penalty: 4861.466797
	Iteration 0F: 3 clusters Score -1875589 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1880242.000000 Penalty: 4861.466797
	Iteration 1F: 3 clusters Score -1880242 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1881303.500000 Penalty: 4861.466797
	Iteration 2F: 3 clusters Score -1881304 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1882335.500000 Penalty: 4861.466797
	Iteration 3F: 3 clusters Score -1882336 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1883197.500000 Penalty: 4861.466797
	Iteration 4F: 3 clusters Score -1883198 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1883854.750000 Penalty: 4861.466797
	Iteration 5F: 3 clusters Score -1883855 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1884352.250000 Penalty: 4861.466797
	Iteration 6Q: 3 clusters Score -1884352 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1884694.750000 Penalty: 4861.466797
	Iteration 7Q: 3 clusters Score -1884695 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1884971.250000 Penalty: 4861.466797
	Iteration 8Q: 3 clusters Score -1884971 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1885211.625000 Penalty: 4861.466797
	Iteration 9Q: 3 clusters Score -1885212 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1885443.000000 Penalty: 4861.466797
	Iteration 10Q: 3 clusters Score -1885443 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1885650.000000 Penalty: 4861.466797
	Iteration 11Q: 3 clusters Score -1885650 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1885845.000000 Penalty: 4861.466797
	Iteration 12Q: 3 clusters Score -1885845 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1886057.250000 Penalty: 4861.466797
	Iteration 13Q: 3 clusters Score -1886057 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1886280.625000 Penalty: 4861.466797
	Iteration 14Q: 3 clusters Score -1886281 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1886563.500000 Penalty: 4861.466797
	Iteration 15Q: 3 clusters Score -1886564 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1886795.750000 Penalty: 4861.466797
	Iteration 16Q: 3 clusters Score -1886796 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1886941.500000 Penalty: 4861.466797
	Iteration 17Q: 3 clusters Score -1886942 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1887028.500000 Penalty: 4861.466797
	Iteration 18Q: 3 clusters Score -1887028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1887082.500000 Penalty: 4861.466797
	Iteration 19Q: 3 clusters Score -1887082 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1887116.875000 Penalty: 4861.466797
	Iteration 20F: 3 clusters Score -1887117 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1887137.000000 Penalty: 4861.466797
	Iteration 21Q: 3 clusters Score -1887137 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1887156.250000 Penalty: 4861.466797
	Iteration 22Q: 3 clusters Score -1887156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1887164.625000 Penalty: 4861.466797
	Iteration 23Q: 3 clusters Score -1887165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1887176.250000 Penalty: 4861.466797
	Iteration 24Q: 3 clusters Score -1887176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1887182.375000 Penalty: 4861.466797
	Iteration 25Q: 3 clusters Score -1887182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1887189.750000 Penalty: 4861.466797
	Iteration 26Q: 3 clusters Score -1887190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1887193.875000 Penalty: 4861.466797
	Iteration 27Q: 3 clusters Score -1887194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1887195.500000 Penalty: 4861.466797
	Iteration 28Q: 3 clusters Score -1887196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1887207.375000 Penalty: 4861.466797
	Iteration 29Q: 3 clusters Score -1887207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1887203.875000 Penalty: 4861.466797
	Iteration 30Q: 3 clusters Score -1887204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1887209.375000 Penalty: 4861.466797
	Iteration 31Q: 3 clusters Score -1887209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1887214.250000 Penalty: 4861.466797
	Iteration 32Q: 3 clusters Score -1887214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1887222.250000 Penalty: 4861.466797
	Iteration 33Q: 3 clusters Score -1887222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1887221.250000 Penalty: 4861.466797
	Iteration 34Q: 3 clusters Score -1887221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1887229.000000 Penalty: 4861.466797
	Iteration 35Q: 3 clusters Score -1887229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1887236.375000 Penalty: 4861.466797
	Iteration 36Q: 3 clusters Score -1887236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1887236.000000 Penalty: 4861.466797
	Iteration 37Q: 3 clusters Score -1887236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1887241.375000 Penalty: 4861.466797
	Iteration 38Q: 3 clusters Score -1887241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1887241.375000 Penalty: 4861.466797
	Iteration 39Q: 3 clusters Score -1887241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1887245.125000 Penalty: 4861.466797
	Iteration 40F: 3 clusters Score -1887245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1887246.875000 Penalty: 4861.466797
	Iteration 41Q: 3 clusters Score -1887247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1887252.000000 Penalty: 4861.466797
	Iteration 42Q: 3 clusters Score -1887252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1887259.500000 Penalty: 4861.466797
	Iteration 43Q: 3 clusters Score -1887260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1887257.500000 Penalty: 4861.466797
	Iteration 44Q: 3 clusters Score -1887258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1887255.000000 Penalty: 4861.466797
	Iteration 45Q: 3 clusters Score -1887255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1887261.250000 Penalty: 4861.466797
	Iteration 46Q: 3 clusters Score -1887261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1887264.750000 Penalty: 4861.466797
	Iteration 47Q: 3 clusters Score -1887265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1887268.375000 Penalty: 4861.466797
	Iteration 48Q: 3 clusters Score -1887268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1887264.250000 Penalty: 4861.466797
	Iteration 49Q: 3 clusters Score -1887264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1887264.375000 Penalty: 4861.466797
	Iteration 50Q: 3 clusters Score -1887264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1887267.250000 Penalty: 4861.466797
	Iteration 51Q: 3 clusters Score -1887267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1887270.000000 Penalty: 4861.466797
	Iteration 52Q: 3 clusters Score -1887270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1887272.750000 Penalty: 4861.466797
	Iteration 53Q: 3 clusters Score -1887273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1887275.125000 Penalty: 4861.466797
	Iteration 54Q: 3 clusters Score -1887275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1887273.250000 Penalty: 4861.466797
	Iteration 55Q: 3 clusters Score -1887273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1887274.000000 Penalty: 4861.466797
	Iteration 56Q: 3 clusters Score -1887274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1887275.125000 Penalty: 4861.466797
	Iteration 57Q: 3 clusters Score -1887275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1887274.125000 Penalty: 4861.466797
	Iteration 58Q: 3 clusters Score -1887274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1887274.375000 Penalty: 4861.466797
	Iteration 59Q: 3 clusters Score -1887274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1887275.000000 Penalty: 4861.466797
	Iteration 60F: 3 clusters Score -1887275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1887275.750000 Penalty: 4861.466797
	Iteration 61Q: 3 clusters Score -1887276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1887277.625000 Penalty: 4861.466797
	Iteration 62Q: 3 clusters Score -1887278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1887277.875000 Penalty: 4861.466797
	Iteration 63Q: 3 clusters Score -1887278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1887273.000000 Penalty: 4861.466797
	Iteration 64Q: 3 clusters Score -1887273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1887272.500000 Penalty: 4861.466797
	Iteration 65Q: 3 clusters Score -1887272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1887272.500000 Penalty: 4861.466797
	Iteration 66F: 3 clusters Score -1887272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140563 members 
Entering Unmasked Estep 
Score: -15804822.000000 Penalty: 2939.645752
	Iteration 0F: 2 clusters Score -1.580482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -15711099.000000 Penalty: 5879.291504
	Iteration 0F: 3 clusters Score -1.57111e+07 nChanged 67249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -15750804.000000 Penalty: 5879.291504
	Iteration 1F: 3 clusters Score -1.57508e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -15752897.000000 Penalty: 5879.291504
	Iteration 2Q: 3 clusters Score -1.57529e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -15756659.000000 Penalty: 5879.291504
	Iteration 3F: 3 clusters Score -1.575666e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -15763103.000000 Penalty: 5879.291504
	Iteration 4F: 3 clusters Score -1.57631e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -15772952.000000 Penalty: 5879.291504
	Iteration 5F: 3 clusters Score -1.577295e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122809 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -15784868.000000 Penalty: 5879.291504
	Iteration 6F: 3 clusters Score -1.578487e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132524 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -15794666.000000 Penalty: 5879.291504
	Iteration 7F: 3 clusters Score -1.579467e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137612 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -15799652.000000 Penalty: 5879.291504
	Iteration 8Q: 3 clusters Score -1.579965e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139509 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15801461.000000 Penalty: 5879.291504
	Iteration 9Q: 3 clusters Score -1.580146e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140039 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15801952.000000 Penalty: 5879.291504
	Iteration 10Q: 3 clusters Score -1.580195e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140176 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -15802071.000000 Penalty: 5879.291504
	Iteration 11Q: 3 clusters Score -1.580207e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140222 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -15802140.000000 Penalty: 5879.291504
	Iteration 12Q: 3 clusters Score -1.580214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140253 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15802194.000000 Penalty: 5879.291504
	Iteration 13Q: 3 clusters Score -1.580219e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140263 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15802231.000000 Penalty: 5879.291504
	Iteration 14Q: 3 clusters Score -1.580223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140268 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15802260.000000 Penalty: 5879.291504
	Iteration 15Q: 3 clusters Score -1.580226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15802267.000000 Penalty: 5879.291504
	Iteration 16Q: 3 clusters Score -1.580227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140276 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15802272.000000 Penalty: 5879.291504
	Iteration 17Q: 3 clusters Score -1.580227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15802288.000000 Penalty: 5879.291504
	Iteration 18Q: 3 clusters Score -1.580229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140281 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15802281.000000 Penalty: 5879.291504
	Iteration 19Q: 3 clusters Score -1.580228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140282 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15802277.000000 Penalty: 5879.291504
	Iteration 20F: 3 clusters Score -1.580228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140283 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15802283.000000 Penalty: 5879.291504
	Iteration 21Q: 3 clusters Score -1.580228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140283 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15802283.000000 Penalty: 5879.291504
	Iteration 22F: 3 clusters Score -1.580228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -507320.406250 Penalty: 2114.387695
	Iteration 0F: 2 clusters Score -507320.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -502819.906250 Penalty: 4228.775391
	Iteration 0F: 3 clusters Score -502819.9 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -504039.406250 Penalty: 4228.775391
	Iteration 1F: 3 clusters Score -504039.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -504396.187500 Penalty: 4228.775391
	Iteration 2F: 3 clusters Score -504396.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -504739.125000 Penalty: 4228.775391
	Iteration 3F: 3 clusters Score -504739.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -505122.968750 Penalty: 4228.775391
	Iteration 4F: 3 clusters Score -505123 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -505511.437500 Penalty: 4228.775391
	Iteration 5F: 3 clusters Score -505511.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -505802.718750 Penalty: 4228.775391
	Iteration 6F: 3 clusters Score -505802.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -506004.125000 Penalty: 4228.775391
	Iteration 7Q: 3 clusters Score -506004.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -506144.718750 Penalty: 4228.775391
	Iteration 8Q: 3 clusters Score -506144.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -506238.343750 Penalty: 4228.775391
	Iteration 9Q: 3 clusters Score -506238.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -506312.500000 Penalty: 4228.775391
	Iteration 10Q: 3 clusters Score -506312.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -506358.375000 Penalty: 4228.775391
	Iteration 11Q: 3 clusters Score -506358.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -506400.531250 Penalty: 4228.775391
	Iteration 12Q: 3 clusters Score -506400.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -506444.562500 Penalty: 4228.775391
	Iteration 13Q: 3 clusters Score -506444.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -506494.187500 Penalty: 4228.775391
	Iteration 14Q: 3 clusters Score -506494.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -506540.312500 Penalty: 4228.775391
	Iteration 15Q: 3 clusters Score -506540.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -506582.718750 Penalty: 4228.775391
	Iteration 16Q: 3 clusters Score -506582.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -506627.656250 Penalty: 4228.775391
	Iteration 17Q: 3 clusters Score -506627.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -506671.562500 Penalty: 4228.775391
	Iteration 18Q: 3 clusters Score -506671.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -506699.468750 Penalty: 4228.775391
	Iteration 19Q: 3 clusters Score -506699.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -506716.687500 Penalty: 4228.775391
	Iteration 20F: 3 clusters Score -506716.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -506729.781250 Penalty: 4228.775391
	Iteration 21Q: 3 clusters Score -506729.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -506746.031250 Penalty: 4228.775391
	Iteration 22Q: 3 clusters Score -506746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -506758.406250 Penalty: 4228.775391
	Iteration 23Q: 3 clusters Score -506758.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -506763.906250 Penalty: 4228.775391
	Iteration 24Q: 3 clusters Score -506763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -506765.156250 Penalty: 4228.775391
	Iteration 25Q: 3 clusters Score -506765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -506766.718750 Penalty: 4228.775391
	Iteration 26Q: 3 clusters Score -506766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -506767.687500 Penalty: 4228.775391
	Iteration 27Q: 3 clusters Score -506767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -506766.781250 Penalty: 4228.775391
	Iteration 28Q: 3 clusters Score -506766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -506766.781250 Penalty: 4228.775391
	Iteration 29F: 3 clusters Score -506766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Entering Unmasked Estep 
Score: -1785508.625000 Penalty: 2411.300049
	Iteration 0F: 2 clusters Score -1785509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1773559.500000 Penalty: 4822.600098
	Iteration 0F: 3 clusters Score -1773560 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1777554.375000 Penalty: 4822.600098
	Iteration 1F: 3 clusters Score -1777554 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1777976.875000 Penalty: 4822.600098
	Iteration 2F: 3 clusters Score -1777977 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1778328.125000 Penalty: 4822.600098
	Iteration 3Q: 3 clusters Score -1778328 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1778670.500000 Penalty: 4822.600098
	Iteration 4Q: 3 clusters Score -1778670 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1779042.875000 Penalty: 4822.600098
	Iteration 5Q: 3 clusters Score -1779043 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1779455.125000 Penalty: 4822.600098
	Iteration 6Q: 3 clusters Score -1779455 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1779945.125000 Penalty: 4822.600098
	Iteration 7Q: 3 clusters Score -1779945 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1780517.625000 Penalty: 4822.600098
	Iteration 8F: 3 clusters Score -1780518 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1781172.125000 Penalty: 4822.600098
	Iteration 9F: 3 clusters Score -1781172 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1781825.375000 Penalty: 4822.600098
	Iteration 10Q: 3 clusters Score -1781825 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1782362.250000 Penalty: 4822.600098
	Iteration 11Q: 3 clusters Score -1782362 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1782705.125000 Penalty: 4822.600098
	Iteration 12Q: 3 clusters Score -1782705 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1782953.250000 Penalty: 4822.600098
	Iteration 13Q: 3 clusters Score -1782953 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1783123.250000 Penalty: 4822.600098
	Iteration 14Q: 3 clusters Score -1783123 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1783259.000000 Penalty: 4822.600098
	Iteration 15Q: 3 clusters Score -1783259 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1783314.250000 Penalty: 4822.600098
	Iteration 16Q: 3 clusters Score -1783314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1783350.125000 Penalty: 4822.600098
	Iteration 17Q: 3 clusters Score -1783350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1783371.375000 Penalty: 4822.600098
	Iteration 18Q: 3 clusters Score -1783371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1783388.000000 Penalty: 4822.600098
	Iteration 19Q: 3 clusters Score -1783388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1783400.875000 Penalty: 4822.600098
	Iteration 20F: 3 clusters Score -1783401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1783410.750000 Penalty: 4822.600098
	Iteration 21Q: 3 clusters Score -1783411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1783419.250000 Penalty: 4822.600098
	Iteration 22Q: 3 clusters Score -1783419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1783429.375000 Penalty: 4822.600098
	Iteration 23Q: 3 clusters Score -1783429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1783442.125000 Penalty: 4822.600098
	Iteration 24Q: 3 clusters Score -1783442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1783457.250000 Penalty: 4822.600098
	Iteration 25Q: 3 clusters Score -1783457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1783471.375000 Penalty: 4822.600098
	Iteration 26Q: 3 clusters Score -1783471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1783479.625000 Penalty: 4822.600098
	Iteration 27Q: 3 clusters Score -1783480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1783479.750000 Penalty: 4822.600098
	Iteration 28Q: 3 clusters Score -1783480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1783482.250000 Penalty: 4822.600098
	Iteration 29Q: 3 clusters Score -1783482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1783482.625000 Penalty: 4822.600098
	Iteration 30Q: 3 clusters Score -1783483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1783486.000000 Penalty: 4822.600098
	Iteration 31Q: 3 clusters Score -1783486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1783484.750000 Penalty: 4822.600098
	Iteration 32Q: 3 clusters Score -1783485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1783485.875000 Penalty: 4822.600098
	Iteration 33Q: 3 clusters Score -1783486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1783485.875000 Penalty: 4822.600098
	Iteration 34F: 3 clusters Score -1783486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Entering Unmasked Estep 
Score: -12330190.000000 Penalty: 2877.837158
	Iteration 0F: 2 clusters Score -1.233019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -12257067.000000 Penalty: 5755.674316
	Iteration 0F: 3 clusters Score -1.225707e+07 nChanged 51739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -12286524.000000 Penalty: 5755.674316
	Iteration 1F: 3 clusters Score -1.228652e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -12287466.000000 Penalty: 5755.674316
	Iteration 2Q: 3 clusters Score -1.228747e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -12288398.000000 Penalty: 5755.674316
	Iteration 3Q: 3 clusters Score -1.22884e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -12289743.000000 Penalty: 5755.674316
	Iteration 4Q: 3 clusters Score -1.228974e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -12291677.000000 Penalty: 5755.674316
	Iteration 5Q: 3 clusters Score -1.229168e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -12294620.000000 Penalty: 5755.674316
	Iteration 6F: 3 clusters Score -1.229462e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -12299096.000000 Penalty: 5755.674316
	Iteration 7F: 3 clusters Score -1.22991e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -12305280.000000 Penalty: 5755.674316
	Iteration 8F: 3 clusters Score -1.230528e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -12312293.000000 Penalty: 5755.674316
	Iteration 9F: 3 clusters Score -1.231229e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -12318722.000000 Penalty: 5755.674316
	Iteration 10F: 3 clusters Score -1.231872e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -12323082.000000 Penalty: 5755.674316
	Iteration 11Q: 3 clusters Score -1.232308e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 106899 members 
Entering Unmasked Estep 
Score: -12325590.000000 Penalty: 5755.674316
	Iteration 12Q: 3 clusters Score -1.232559e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 108221 members 
Entering Unmasked Estep 
Score: -12326717.000000 Penalty: 5755.674316
	Iteration 13Q: 3 clusters Score -1.232672e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 108766 members 
Entering Unmasked Estep 
Score: -12327204.000000 Penalty: 5755.674316
	Iteration 14Q: 3 clusters Score -1.23272e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -12327440.000000 Penalty: 5755.674316
	Iteration 15Q: 3 clusters Score -1.232744e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -12327542.000000 Penalty: 5755.674316
	Iteration 16Q: 3 clusters Score -1.232754e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 109129 members 
Entering Unmasked Estep 
Score: -12327622.000000 Penalty: 5755.674316
	Iteration 17Q: 3 clusters Score -1.232762e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 109155 members 
Entering Unmasked Estep 
Score: -12327675.000000 Penalty: 5755.674316
	Iteration 18Q: 3 clusters Score -1.232768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 109159 members 
Entering Unmasked Estep 
Score: -12327702.000000 Penalty: 5755.674316
	Iteration 19Q: 3 clusters Score -1.23277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 109173 members 
Entering Unmasked Estep 
Score: -12327721.000000 Penalty: 5755.674316
	Iteration 20F: 3 clusters Score -1.232772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 109181 members 
Entering Unmasked Estep 
Score: -12327736.000000 Penalty: 5755.674316
	Iteration 21Q: 3 clusters Score -1.232774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 109182 members 
Entering Unmasked Estep 
Score: -12327757.000000 Penalty: 5755.674316
	Iteration 22Q: 3 clusters Score -1.232776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 109184 members 
Entering Unmasked Estep 
Score: -12327766.000000 Penalty: 5755.674316
	Iteration 23Q: 3 clusters Score -1.232777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -12327759.000000 Penalty: 5755.674316
	Iteration 24Q: 3 clusters Score -1.232776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 109182 members 
Entering Unmasked Estep 
Score: -12327753.000000 Penalty: 5755.674316
	Iteration 25Q: 3 clusters Score -1.232775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 109182 members 
Entering Unmasked Estep 
Score: -12327753.000000 Penalty: 5755.674316
	Iteration 26F: 3 clusters Score -1.232775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -143631.500000 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -143631.5 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 728 members 
Entering Unmasked Estep 
Score: -141509.937500 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -141509.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -142089.328125 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -142089.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -142433.171875 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -142433.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -142714.265625 Penalty: 3600.172607
	Iteration 3F: 3 clusters Score -142714.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -142916.859375 Penalty: 3600.172607
	Iteration 4Q: 3 clusters Score -142916.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -143060.718750 Penalty: 3600.172607
	Iteration 5Q: 3 clusters Score -143060.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -143158.593750 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -143158.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -143201.250000 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -143201.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -143231.078125 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -143231.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -143252.515625 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -143252.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -143258.531250 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -143258.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -143261.890625 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -143261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -143265.718750 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -143265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -143267.328125 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -143267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -143269.625000 Penalty: 3600.172607
	Iteration 14Q: 3 clusters Score -143269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -143274.000000 Penalty: 3600.172607
	Iteration 15Q: 3 clusters Score -143274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -143276.171875 Penalty: 3600.172607
	Iteration 16Q: 3 clusters Score -143276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -143280.781250 Penalty: 3600.172607
	Iteration 17Q: 3 clusters Score -143280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -143283.078125 Penalty: 3600.172607
	Iteration 18Q: 3 clusters Score -143283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -143286.687500 Penalty: 3600.172607
	Iteration 19Q: 3 clusters Score -143286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -143290.109375 Penalty: 3600.172607
	Iteration 20F: 3 clusters Score -143290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -143293.140625 Penalty: 3600.172607
	Iteration 21Q: 3 clusters Score -143293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -143293.859375 Penalty: 3600.172607
	Iteration 22Q: 3 clusters Score -143293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -143294.734375 Penalty: 3600.172607
	Iteration 23Q: 3 clusters Score -143294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -143295.703125 Penalty: 3600.172607
	Iteration 24Q: 3 clusters Score -143295.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -143295.703125 Penalty: 3600.172607
	Iteration 25F: 3 clusters Score -143295.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Entering Unmasked Estep 
Score: -1035188.937500 Penalty: 2300.735107
	Iteration 0F: 2 clusters Score -1035189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1027021.687500 Penalty: 4601.470215
	Iteration 0F: 3 clusters Score -1027022 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1029638.000000 Penalty: 4601.470215
	Iteration 1F: 3 clusters Score -1029638 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1030140.062500 Penalty: 4601.470215
	Iteration 2F: 3 clusters Score -1030140 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1030646.812500 Penalty: 4601.470215
	Iteration 3F: 3 clusters Score -1030647 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1031097.937500 Penalty: 4601.470215
	Iteration 4F: 3 clusters Score -1031098 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1031482.937500 Penalty: 4601.470215
	Iteration 5F: 3 clusters Score -1031483 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1031829.937500 Penalty: 4601.470215
	Iteration 6Q: 3 clusters Score -1031830 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1032139.000000 Penalty: 4601.470215
	Iteration 7Q: 3 clusters Score -1032139 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1032383.500000 Penalty: 4601.470215
	Iteration 8Q: 3 clusters Score -1032384 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1032594.125000 Penalty: 4601.470215
	Iteration 9Q: 3 clusters Score -1032594 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1032761.062500 Penalty: 4601.470215
	Iteration 10Q: 3 clusters Score -1032761 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1032930.312500 Penalty: 4601.470215
	Iteration 11Q: 3 clusters Score -1032930 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1033088.000000 Penalty: 4601.470215
	Iteration 12Q: 3 clusters Score -1033088 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1033220.875000 Penalty: 4601.470215
	Iteration 13Q: 3 clusters Score -1033221 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1033364.000000 Penalty: 4601.470215
	Iteration 14Q: 3 clusters Score -1033364 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1033476.687500 Penalty: 4601.470215
	Iteration 15Q: 3 clusters Score -1033477 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1033584.437500 Penalty: 4601.470215
	Iteration 16Q: 3 clusters Score -1033584 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1033660.562500 Penalty: 4601.470215
	Iteration 17Q: 3 clusters Score -1033661 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1033719.312500 Penalty: 4601.470215
	Iteration 18Q: 3 clusters Score -1033719 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1033781.125000 Penalty: 4601.470215
	Iteration 19Q: 3 clusters Score -1033781 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1033845.437500 Penalty: 4601.470215
	Iteration 20F: 3 clusters Score -1033845 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1033895.187500 Penalty: 4601.470215
	Iteration 21Q: 3 clusters Score -1033895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1033940.375000 Penalty: 4601.470215
	Iteration 22Q: 3 clusters Score -1033940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1033971.312500 Penalty: 4601.470215
	Iteration 23Q: 3 clusters Score -1033971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1034002.187500 Penalty: 4601.470215
	Iteration 24Q: 3 clusters Score -1034002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1034036.812500 Penalty: 4601.470215
	Iteration 25Q: 3 clusters Score -1034037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1034061.625000 Penalty: 4601.470215
	Iteration 26Q: 3 clusters Score -1034062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1034079.437500 Penalty: 4601.470215
	Iteration 27Q: 3 clusters Score -1034079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1034091.500000 Penalty: 4601.470215
	Iteration 28Q: 3 clusters Score -1034092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1034106.500000 Penalty: 4601.470215
	Iteration 29Q: 3 clusters Score -1034106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1034117.187500 Penalty: 4601.470215
	Iteration 30Q: 3 clusters Score -1034117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1034128.500000 Penalty: 4601.470215
	Iteration 31Q: 3 clusters Score -1034128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1034138.750000 Penalty: 4601.470215
	Iteration 32Q: 3 clusters Score -1034139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1034149.312500 Penalty: 4601.470215
	Iteration 33Q: 3 clusters Score -1034149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1034158.000000 Penalty: 4601.470215
	Iteration 34Q: 3 clusters Score -1034158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1034165.937500 Penalty: 4601.470215
	Iteration 35Q: 3 clusters Score -1034166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1034167.625000 Penalty: 4601.470215
	Iteration 36Q: 3 clusters Score -1034168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1034170.437500 Penalty: 4601.470215
	Iteration 37Q: 3 clusters Score -1034170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1034174.625000 Penalty: 4601.470215
	Iteration 38Q: 3 clusters Score -1034175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1034173.500000 Penalty: 4601.470215
	Iteration 39Q: 3 clusters Score -1034174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1034174.500000 Penalty: 4601.470215
	Iteration 40F: 3 clusters Score -1034174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Entering Unmasked Estep 
Score: -726535.687500 Penalty: 2184.883057
	Iteration 0F: 2 clusters Score -726535.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -720947.937500 Penalty: 4369.766113
	Iteration 0F: 3 clusters Score -720947.9 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -722452.125000 Penalty: 4369.766113
	Iteration 1F: 3 clusters Score -722452.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -722894.750000 Penalty: 4369.766113
	Iteration 2F: 3 clusters Score -722894.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -723298.625000 Penalty: 4369.766113
	Iteration 3F: 3 clusters Score -723298.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -723657.312500 Penalty: 4369.766113
	Iteration 4F: 3 clusters Score -723657.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -723987.625000 Penalty: 4369.766113
	Iteration 5F: 3 clusters Score -723987.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -724294.937500 Penalty: 4369.766113
	Iteration 6F: 3 clusters Score -724294.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -724580.375000 Penalty: 4369.766113
	Iteration 7F: 3 clusters Score -724580.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -724822.625000 Penalty: 4369.766113
	Iteration 8Q: 3 clusters Score -724822.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -724992.312500 Penalty: 4369.766113
	Iteration 9Q: 3 clusters Score -724992.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -725115.062500 Penalty: 4369.766113
	Iteration 10Q: 3 clusters Score -725115.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -725220.437500 Penalty: 4369.766113
	Iteration 11Q: 3 clusters Score -725220.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -725300.125000 Penalty: 4369.766113
	Iteration 12Q: 3 clusters Score -725300.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -725362.187500 Penalty: 4369.766113
	Iteration 13Q: 3 clusters Score -725362.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -725429.562500 Penalty: 4369.766113
	Iteration 14Q: 3 clusters Score -725429.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -725488.125000 Penalty: 4369.766113
	Iteration 15Q: 3 clusters Score -725488.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -725533.312500 Penalty: 4369.766113
	Iteration 16Q: 3 clusters Score -725533.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -725581.562500 Penalty: 4369.766113
	Iteration 17Q: 3 clusters Score -725581.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -725618.687500 Penalty: 4369.766113
	Iteration 18Q: 3 clusters Score -725618.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -725666.812500 Penalty: 4369.766113
	Iteration 19Q: 3 clusters Score -725666.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -725710.437500 Penalty: 4369.766113
	Iteration 20F: 3 clusters Score -725710.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -725744.187500 Penalty: 4369.766113
	Iteration 21Q: 3 clusters Score -725744.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -725783.187500 Penalty: 4369.766113
	Iteration 22Q: 3 clusters Score -725783.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -725816.125000 Penalty: 4369.766113
	Iteration 23Q: 3 clusters Score -725816.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -725847.375000 Penalty: 4369.766113
	Iteration 24Q: 3 clusters Score -725847.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -725889.812500 Penalty: 4369.766113
	Iteration 25Q: 3 clusters Score -725889.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -725930.812500 Penalty: 4369.766113
	Iteration 26Q: 3 clusters Score -725930.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -725964.687500 Penalty: 4369.766113
	Iteration 27Q: 3 clusters Score -725964.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -726000.312500 Penalty: 4369.766113
	Iteration 28Q: 3 clusters Score -726000.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -726033.750000 Penalty: 4369.766113
	Iteration 29Q: 3 clusters Score -726033.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -726063.312500 Penalty: 4369.766113
	Iteration 30Q: 3 clusters Score -726063.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -726094.000000 Penalty: 4369.766113
	Iteration 31Q: 3 clusters Score -726094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -726118.125000 Penalty: 4369.766113
	Iteration 32Q: 3 clusters Score -726118.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -726138.625000 Penalty: 4369.766113
	Iteration 33Q: 3 clusters Score -726138.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -726156.375000 Penalty: 4369.766113
	Iteration 34Q: 3 clusters Score -726156.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -726170.750000 Penalty: 4369.766113
	Iteration 35Q: 3 clusters Score -726170.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -726180.750000 Penalty: 4369.766113
	Iteration 36Q: 3 clusters Score -726180.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -726191.187500 Penalty: 4369.766113
	Iteration 37Q: 3 clusters Score -726191.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -726195.375000 Penalty: 4369.766113
	Iteration 38Q: 3 clusters Score -726195.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -726201.125000 Penalty: 4369.766113
	Iteration 39Q: 3 clusters Score -726201.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -726204.750000 Penalty: 4369.766113
	Iteration 40F: 3 clusters Score -726204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -726209.250000 Penalty: 4369.766113
	Iteration 41Q: 3 clusters Score -726209.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -726218.062500 Penalty: 4369.766113
	Iteration 42Q: 3 clusters Score -726218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -726220.062500 Penalty: 4369.766113
	Iteration 43Q: 3 clusters Score -726220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -726226.187500 Penalty: 4369.766113
	Iteration 44Q: 3 clusters Score -726226.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -726230.687500 Penalty: 4369.766113
	Iteration 45Q: 3 clusters Score -726230.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -726235.500000 Penalty: 4369.766113
	Iteration 46Q: 3 clusters Score -726235.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -726237.187500 Penalty: 4369.766113
	Iteration 47Q: 3 clusters Score -726237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -726240.000000 Penalty: 4369.766113
	Iteration 48Q: 3 clusters Score -726240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -726241.125000 Penalty: 4369.766113
	Iteration 49Q: 3 clusters Score -726241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -726242.125000 Penalty: 4369.766113
	Iteration 50Q: 3 clusters Score -726242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -726242.687500 Penalty: 4369.766113
	Iteration 51Q: 3 clusters Score -726242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -726244.062500 Penalty: 4369.766113
	Iteration 52Q: 3 clusters Score -726244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -726247.000000 Penalty: 4369.766113
	Iteration 53Q: 3 clusters Score -726247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -726246.875000 Penalty: 4369.766113
	Iteration 54Q: 3 clusters Score -726246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -726247.625000 Penalty: 4369.766113
	Iteration 55Q: 3 clusters Score -726247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -726247.625000 Penalty: 4369.766113
	Iteration 56F: 3 clusters Score -726247.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Entering Unmasked Estep 
Score: -1778587.625000 Penalty: 2396.189209
	Iteration 0F: 2 clusters Score -1778588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1767404.375000 Penalty: 4792.378418
	Iteration 0F: 3 clusters Score -1767404 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1771068.750000 Penalty: 4792.378418
	Iteration 1F: 3 clusters Score -1771069 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1771574.875000 Penalty: 4792.378418
	Iteration 2F: 3 clusters Score -1771575 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1772112.375000 Penalty: 4792.378418
	Iteration 3F: 3 clusters Score -1772112 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1772727.500000 Penalty: 4792.378418
	Iteration 4F: 3 clusters Score -1772728 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1773491.750000 Penalty: 4792.378418
	Iteration 5F: 3 clusters Score -1773492 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1774423.625000 Penalty: 4792.378418
	Iteration 6F: 3 clusters Score -1774424 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1775437.750000 Penalty: 4792.378418
	Iteration 7F: 3 clusters Score -1775438 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1776302.250000 Penalty: 4792.378418
	Iteration 8F: 3 clusters Score -1776302 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1776992.875000 Penalty: 4792.378418
	Iteration 9Q: 3 clusters Score -1776993 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1777504.625000 Penalty: 4792.378418
	Iteration 10Q: 3 clusters Score -1777505 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1777859.375000 Penalty: 4792.378418
	Iteration 11Q: 3 clusters Score -1777859 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1778163.625000 Penalty: 4792.378418
	Iteration 12Q: 3 clusters Score -1778164 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1778367.375000 Penalty: 4792.378418
	Iteration 13Q: 3 clusters Score -1778367 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1778457.125000 Penalty: 4792.378418
	Iteration 14Q: 3 clusters Score -1778457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1778491.625000 Penalty: 4792.378418
	Iteration 15Q: 3 clusters Score -1778492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1778505.750000 Penalty: 4792.378418
	Iteration 16Q: 3 clusters Score -1778506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1778514.250000 Penalty: 4792.378418
	Iteration 17Q: 3 clusters Score -1778514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1778516.750000 Penalty: 4792.378418
	Iteration 18Q: 3 clusters Score -1778517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1778518.250000 Penalty: 4792.378418
	Iteration 19Q: 3 clusters Score -1778518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1778519.375000 Penalty: 4792.378418
	Iteration 20F: 3 clusters Score -1778519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1778518.250000 Penalty: 4792.378418
	Iteration 21Q: 3 clusters Score -1778518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1778519.250000 Penalty: 4792.378418
	Iteration 22Q: 3 clusters Score -1778519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1778518.750000 Penalty: 4792.378418
	Iteration 23Q: 3 clusters Score -1778519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1778515.750000 Penalty: 4792.378418
	Iteration 24Q: 3 clusters Score -1778516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1778518.625000 Penalty: 4792.378418
	Iteration 25Q: 3 clusters Score -1778519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1778518.125000 Penalty: 4792.378418
	Iteration 26Q: 3 clusters Score -1778518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1778518.125000 Penalty: 4792.378418
	Iteration 27F: 3 clusters Score -1778518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Entering Unmasked Estep 
Score: -1071468.500000 Penalty: 2272.017334
	Iteration 0F: 2 clusters Score -1071468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1064183.125000 Penalty: 4544.034668
	Iteration 0F: 3 clusters Score -1064183 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1066309.875000 Penalty: 4544.034668
	Iteration 1F: 3 clusters Score -1066310 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1066552.250000 Penalty: 4544.034668
	Iteration 2F: 3 clusters Score -1066552 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1066737.500000 Penalty: 4544.034668
	Iteration 3Q: 3 clusters Score -1066738 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1066877.500000 Penalty: 4544.034668
	Iteration 4Q: 3 clusters Score -1066878 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1066987.500000 Penalty: 4544.034668
	Iteration 5Q: 3 clusters Score -1066988 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1067115.125000 Penalty: 4544.034668
	Iteration 6Q: 3 clusters Score -1067115 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1067276.875000 Penalty: 4544.034668
	Iteration 7Q: 3 clusters Score -1067277 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1067473.250000 Penalty: 4544.034668
	Iteration 8Q: 3 clusters Score -1067473 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1067719.375000 Penalty: 4544.034668
	Iteration 9Q: 3 clusters Score -1067719 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1068061.375000 Penalty: 4544.034668
	Iteration 10Q: 3 clusters Score -1068061 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1068481.125000 Penalty: 4544.034668
	Iteration 11F: 3 clusters Score -1068481 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1068938.750000 Penalty: 4544.034668
	Iteration 12F: 3 clusters Score -1068939 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1069345.500000 Penalty: 4544.034668
	Iteration 13F: 3 clusters Score -1069346 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1069704.125000 Penalty: 4544.034668
	Iteration 14F: 3 clusters Score -1069704 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1070019.250000 Penalty: 4544.034668
	Iteration 15Q: 3 clusters Score -1070019 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1070327.750000 Penalty: 4544.034668
	Iteration 16Q: 3 clusters Score -1070328 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1070596.250000 Penalty: 4544.034668
	Iteration 17Q: 3 clusters Score -1070596 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1070766.875000 Penalty: 4544.034668
	Iteration 18Q: 3 clusters Score -1070767 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1070863.125000 Penalty: 4544.034668
	Iteration 19Q: 3 clusters Score -1070863 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1070934.375000 Penalty: 4544.034668
	Iteration 20F: 3 clusters Score -1070934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1070980.125000 Penalty: 4544.034668
	Iteration 21Q: 3 clusters Score -1070980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1071014.750000 Penalty: 4544.034668
	Iteration 22Q: 3 clusters Score -1071015 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1071036.875000 Penalty: 4544.034668
	Iteration 23Q: 3 clusters Score -1071037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1071048.250000 Penalty: 4544.034668
	Iteration 24Q: 3 clusters Score -1071048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1071059.750000 Penalty: 4544.034668
	Iteration 25Q: 3 clusters Score -1071060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1071068.500000 Penalty: 4544.034668
	Iteration 26Q: 3 clusters Score -1071068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1071076.375000 Penalty: 4544.034668
	Iteration 27Q: 3 clusters Score -1071076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1071086.000000 Penalty: 4544.034668
	Iteration 28Q: 3 clusters Score -1071086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1071087.625000 Penalty: 4544.034668
	Iteration 29Q: 3 clusters Score -1071088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1071094.000000 Penalty: 4544.034668
	Iteration 30Q: 3 clusters Score -1071094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1071094.250000 Penalty: 4544.034668
	Iteration 31Q: 3 clusters Score -1071094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1071101.500000 Penalty: 4544.034668
	Iteration 32Q: 3 clusters Score -1071102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1071103.125000 Penalty: 4544.034668
	Iteration 33Q: 3 clusters Score -1071103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1071105.000000 Penalty: 4544.034668
	Iteration 34Q: 3 clusters Score -1071105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1071106.875000 Penalty: 4544.034668
	Iteration 35Q: 3 clusters Score -1071107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1071107.750000 Penalty: 4544.034668
	Iteration 36Q: 3 clusters Score -1071108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1071106.625000 Penalty: 4544.034668
	Iteration 37Q: 3 clusters Score -1071107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1071108.000000 Penalty: 4544.034668
	Iteration 38Q: 3 clusters Score -1071108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1071110.375000 Penalty: 4544.034668
	Iteration 39Q: 3 clusters Score -1071110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1071109.875000 Penalty: 4544.034668
	Iteration 40F: 3 clusters Score -1071110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1071111.000000 Penalty: 4544.034668
	Iteration 41Q: 3 clusters Score -1071111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1071111.875000 Penalty: 4544.034668
	Iteration 42Q: 3 clusters Score -1071112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1071111.875000 Penalty: 4544.034668
	Iteration 43F: 3 clusters Score -1071112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (212984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212984 members 
Entering Unmasked Estep 
Score: -24463188.000000 Penalty: 3042.705078
	Iteration 0F: 2 clusters Score -2.446319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106862 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -24340850.000000 Penalty: 6085.410156
	Iteration 0F: 3 clusters Score -2.434085e+07 nChanged 102412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -24401306.000000 Penalty: 6085.410156
	Iteration 1F: 3 clusters Score -2.440131e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121184 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -24403688.000000 Penalty: 6085.410156
	Iteration 2Q: 3 clusters Score -2.440369e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -24407804.000000 Penalty: 6085.410156
	Iteration 3Q: 3 clusters Score -2.44078e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143572 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -24415968.000000 Penalty: 6085.410156
	Iteration 4F: 3 clusters Score -2.441597e+07 nChanged 17753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160955 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -24429152.000000 Penalty: 6085.410156
	Iteration 5F: 3 clusters Score -2.442915e+07 nChanged 19746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180595 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -24441886.000000 Penalty: 6085.410156
	Iteration 6F: 3 clusters Score -2.444189e+07 nChanged 16489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197050 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -24450918.000000 Penalty: 6085.410156
	Iteration 7F: 3 clusters Score -2.445092e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206647 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -24456514.000000 Penalty: 6085.410156
	Iteration 8Q: 3 clusters Score -2.445651e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210809 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -24458912.000000 Penalty: 6085.410156
	Iteration 9Q: 3 clusters Score -2.445891e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212116 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -24459834.000000 Penalty: 6085.410156
	Iteration 10Q: 3 clusters Score -2.445983e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212464 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24460254.000000 Penalty: 6085.410156
	Iteration 11Q: 3 clusters Score -2.446025e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212564 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -24460422.000000 Penalty: 6085.410156
	Iteration 12Q: 3 clusters Score -2.446042e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212597 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24460488.000000 Penalty: 6085.410156
	Iteration 13Q: 3 clusters Score -2.446049e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212614 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -24460516.000000 Penalty: 6085.410156
	Iteration 14Q: 3 clusters Score -2.446052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212619 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24460526.000000 Penalty: 6085.410156
	Iteration 15Q: 3 clusters Score -2.446053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212619 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24460534.000000 Penalty: 6085.410156
	Iteration 16Q: 3 clusters Score -2.446053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212622 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -24460572.000000 Penalty: 6085.410156
	Iteration 17Q: 3 clusters Score -2.446057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212621 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -24460584.000000 Penalty: 6085.410156
	Iteration 18Q: 3 clusters Score -2.446058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212628 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -24460592.000000 Penalty: 6085.410156
	Iteration 19Q: 3 clusters Score -2.446059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212637 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24460606.000000 Penalty: 6085.410156
	Iteration 20F: 3 clusters Score -2.446061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212643 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24460650.000000 Penalty: 6085.410156
	Iteration 21Q: 3 clusters Score -2.446065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212648 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24460664.000000 Penalty: 6085.410156
	Iteration 22Q: 3 clusters Score -2.446066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212652 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24460656.000000 Penalty: 6085.410156
	Iteration 23Q: 3 clusters Score -2.446066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212651 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24460668.000000 Penalty: 6085.410156
	Iteration 24Q: 3 clusters Score -2.446067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212652 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24460676.000000 Penalty: 6085.410156
	Iteration 25Q: 3 clusters Score -2.446068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212656 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24460688.000000 Penalty: 6085.410156
	Iteration 26Q: 3 clusters Score -2.446069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212655 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -24460694.000000 Penalty: 6085.410156
	Iteration 27Q: 3 clusters Score -2.446069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212656 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24460702.000000 Penalty: 6085.410156
	Iteration 28Q: 3 clusters Score -2.44607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212657 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24460684.000000 Penalty: 6085.410156
	Iteration 29Q: 3 clusters Score -2.446068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212657 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24460684.000000 Penalty: 6085.410156
	Iteration 30F: 3 clusters Score -2.446068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Entering Unmasked Estep 
Score: -2656196.500000 Penalty: 2493.150879
	Iteration 0F: 2 clusters Score -2656196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2639973.750000 Penalty: 4986.301758
	Iteration 0F: 3 clusters Score -2639974 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2645558.750000 Penalty: 4986.301758
	Iteration 1F: 3 clusters Score -2645559 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2646034.500000 Penalty: 4986.301758
	Iteration 2F: 3 clusters Score -2646034 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2646513.750000 Penalty: 4986.301758
	Iteration 3Q: 3 clusters Score -2646514 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2647054.750000 Penalty: 4986.301758
	Iteration 4Q: 3 clusters Score -2647055 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2647607.500000 Penalty: 4986.301758
	Iteration 5Q: 3 clusters Score -2647608 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2648278.250000 Penalty: 4986.301758
	Iteration 6F: 3 clusters Score -2648278 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2649096.250000 Penalty: 4986.301758
	Iteration 7F: 3 clusters Score -2649096 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2650052.250000 Penalty: 4986.301758
	Iteration 8F: 3 clusters Score -2650052 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2651052.000000 Penalty: 4986.301758
	Iteration 9F: 3 clusters Score -2651052 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2652031.750000 Penalty: 4986.301758
	Iteration 10Q: 3 clusters Score -2652032 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2653006.250000 Penalty: 4986.301758
	Iteration 11Q: 3 clusters Score -2653006 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2654138.250000 Penalty: 4986.301758
	Iteration 12Q: 3 clusters Score -2654138 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2655320.750000 Penalty: 4986.301758
	Iteration 13Q: 3 clusters Score -2655321 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2656267.500000 Penalty: 4986.301758
	Iteration 14Q: 3 clusters Score -2656268 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2656671.750000 Penalty: 4986.301758
	Iteration 15Q: 3 clusters Score -2656672 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2656780.750000 Penalty: 4986.301758
	Iteration 16Q: 3 clusters Score -2656781 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2656809.500000 Penalty: 4986.301758
	Iteration 17Q: 3 clusters Score -2656810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2656831.250000 Penalty: 4986.301758
	Iteration 18Q: 3 clusters Score -2656831 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2656846.750000 Penalty: 4986.301758
	Iteration 19Q: 3 clusters Score -2656847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2656849.750000 Penalty: 4986.301758
	Iteration 20F: 3 clusters Score -2656850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2656855.000000 Penalty: 4986.301758
	Iteration 21Q: 3 clusters Score -2656855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2656863.250000 Penalty: 4986.301758
	Iteration 22Q: 3 clusters Score -2656863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2656862.000000 Penalty: 4986.301758
	Iteration 23Q: 3 clusters Score -2656862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2656867.500000 Penalty: 4986.301758
	Iteration 24Q: 3 clusters Score -2656868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2656865.000000 Penalty: 4986.301758
	Iteration 25Q: 3 clusters Score -2656865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2656866.750000 Penalty: 4986.301758
	Iteration 26Q: 3 clusters Score -2656867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2656866.750000 Penalty: 4986.301758
	Iteration 27F: 3 clusters Score -2656867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4808 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 18956 members 
Entering Unmasked Estep 
Score: -139283616.000000 Penalty: 209383.000000
Splitting cluster 16 changes total score from -139283936.000000 to -139283616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (44366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Entering Unmasked Estep 
Score: -4664141.500000 Penalty: 2653.656738
	Iteration 0F: 2 clusters Score -4664142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -4634227.500000 Penalty: 5307.313477
	Iteration 0F: 3 clusters Score -4634228 nChanged 20337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4646497.000000 Penalty: 5307.313477
	Iteration 1F: 3 clusters Score -4646497 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4647927.000000 Penalty: 5307.313477
	Iteration 2F: 3 clusters Score -4647927 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4649429.500000 Penalty: 5307.313477
	Iteration 3F: 3 clusters Score -4649430 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4650876.500000 Penalty: 5307.313477
	Iteration 4F: 3 clusters Score -4650876 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4652321.000000 Penalty: 5307.313477
	Iteration 5F: 3 clusters Score -4652321 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4653739.000000 Penalty: 5307.313477
	Iteration 6F: 3 clusters Score -4653739 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4655156.500000 Penalty: 5307.313477
	Iteration 7F: 3 clusters Score -4655156 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4656508.000000 Penalty: 5307.313477
	Iteration 8Q: 3 clusters Score -4656508 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -4657620.000000 Penalty: 5307.313477
	Iteration 9Q: 3 clusters Score -4657620 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -4658601.000000 Penalty: 5307.313477
	Iteration 10Q: 3 clusters Score -4658601 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4659345.000000 Penalty: 5307.313477
	Iteration 11Q: 3 clusters Score -4659345 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4659920.000000 Penalty: 5307.313477
	Iteration 12Q: 3 clusters Score -4659920 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4660375.500000 Penalty: 5307.313477
	Iteration 13Q: 3 clusters Score -4660376 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -4660777.000000 Penalty: 5307.313477
	Iteration 14Q: 3 clusters Score -4660777 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -4661113.000000 Penalty: 5307.313477
	Iteration 15Q: 3 clusters Score -4661113 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4661349.000000 Penalty: 5307.313477
	Iteration 16Q: 3 clusters Score -4661349 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -4661612.000000 Penalty: 5307.313477
	Iteration 17Q: 3 clusters Score -4661612 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4661830.500000 Penalty: 5307.313477
	Iteration 18Q: 3 clusters Score -4661830 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -4662021.000000 Penalty: 5307.313477
	Iteration 19Q: 3 clusters Score -4662021 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -4662185.000000 Penalty: 5307.313477
	Iteration 20F: 3 clusters Score -4662185 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -4662293.500000 Penalty: 5307.313477
	Iteration 21Q: 3 clusters Score -4662294 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -4662388.000000 Penalty: 5307.313477
	Iteration 22Q: 3 clusters Score -4662388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -4662472.500000 Penalty: 5307.313477
	Iteration 23Q: 3 clusters Score -4662472 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -4662575.000000 Penalty: 5307.313477
	Iteration 24Q: 3 clusters Score -4662575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4662677.500000 Penalty: 5307.313477
	Iteration 25Q: 3 clusters Score -4662678 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -4662732.000000 Penalty: 5307.313477
	Iteration 26Q: 3 clusters Score -4662732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -4662787.000000 Penalty: 5307.313477
	Iteration 27Q: 3 clusters Score -4662787 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -4662827.500000 Penalty: 5307.313477
	Iteration 28Q: 3 clusters Score -4662828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -4662845.500000 Penalty: 5307.313477
	Iteration 29Q: 3 clusters Score -4662846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -4662873.000000 Penalty: 5307.313477
	Iteration 30Q: 3 clusters Score -4662873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -4662885.000000 Penalty: 5307.313477
	Iteration 31Q: 3 clusters Score -4662885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -4662914.000000 Penalty: 5307.313477
	Iteration 32Q: 3 clusters Score -4662914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -4662936.000000 Penalty: 5307.313477
	Iteration 33Q: 3 clusters Score -4662936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -4662954.500000 Penalty: 5307.313477
	Iteration 34Q: 3 clusters Score -4662954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -4662966.500000 Penalty: 5307.313477
	Iteration 35Q: 3 clusters Score -4662966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -4662955.500000 Penalty: 5307.313477
	Iteration 36Q: 3 clusters Score -4662956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -4662965.500000 Penalty: 5307.313477
	Iteration 37Q: 3 clusters Score -4662966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -4662966.500000 Penalty: 5307.313477
	Iteration 38Q: 3 clusters Score -4662966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -4662978.000000 Penalty: 5307.313477
	Iteration 39Q: 3 clusters Score -4662978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -4662978.000000 Penalty: 5307.313477
	Iteration 40F: 3 clusters Score -4662978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -4662981.500000 Penalty: 5307.313477
	Iteration 41Q: 3 clusters Score -4662982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -4662987.000000 Penalty: 5307.313477
	Iteration 42Q: 3 clusters Score -4662987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -4662990.500000 Penalty: 5307.313477
	Iteration 43Q: 3 clusters Score -4662990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -4662992.000000 Penalty: 5307.313477
	Iteration 44Q: 3 clusters Score -4662992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -4662987.500000 Penalty: 5307.313477
	Iteration 45Q: 3 clusters Score -4662988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -4662986.500000 Penalty: 5307.313477
	Iteration 46Q: 3 clusters Score -4662986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -4662987.500000 Penalty: 5307.313477
	Iteration 47Q: 3 clusters Score -4662988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -4662987.500000 Penalty: 5307.313477
	Iteration 48F: 3 clusters Score -4662988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Entering Unmasked Estep 
Score: -4339768.000000 Penalty: 2618.621826
	Iteration 0F: 2 clusters Score -4339768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4313681.500000 Penalty: 5237.243652
	Iteration 0F: 3 clusters Score -4313682 nChanged 17665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4323790.500000 Penalty: 5237.243652
	Iteration 1F: 3 clusters Score -4323790 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4324794.000000 Penalty: 5237.243652
	Iteration 2F: 3 clusters Score -4324794 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4325877.500000 Penalty: 5237.243652
	Iteration 3F: 3 clusters Score -4325878 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4327041.500000 Penalty: 5237.243652
	Iteration 4F: 3 clusters Score -4327042 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4328317.000000 Penalty: 5237.243652
	Iteration 5F: 3 clusters Score -4328317 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -4329625.500000 Penalty: 5237.243652
	Iteration 6F: 3 clusters Score -4329626 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -4330807.000000 Penalty: 5237.243652
	Iteration 7F: 3 clusters Score -4330807 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -4331773.000000 Penalty: 5237.243652
	Iteration 8F: 3 clusters Score -4331773 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4332626.000000 Penalty: 5237.243652
	Iteration 9Q: 3 clusters Score -4332626 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4333400.500000 Penalty: 5237.243652
	Iteration 10Q: 3 clusters Score -4333400 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4334125.500000 Penalty: 5237.243652
	Iteration 11Q: 3 clusters Score -4334126 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4334816.500000 Penalty: 5237.243652
	Iteration 12Q: 3 clusters Score -4334816 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -4335417.500000 Penalty: 5237.243652
	Iteration 13Q: 3 clusters Score -4335418 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -4335933.000000 Penalty: 5237.243652
	Iteration 14Q: 3 clusters Score -4335933 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4336365.500000 Penalty: 5237.243652
	Iteration 15Q: 3 clusters Score -4336366 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4336743.000000 Penalty: 5237.243652
	Iteration 16Q: 3 clusters Score -4336743 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4337090.500000 Penalty: 5237.243652
	Iteration 17Q: 3 clusters Score -4337090 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4337460.500000 Penalty: 5237.243652
	Iteration 18Q: 3 clusters Score -4337460 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4337750.500000 Penalty: 5237.243652
	Iteration 19Q: 3 clusters Score -4337750 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4338029.500000 Penalty: 5237.243652
	Iteration 20F: 3 clusters Score -4338030 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4338296.000000 Penalty: 5237.243652
	Iteration 21Q: 3 clusters Score -4338296 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4338499.000000 Penalty: 5237.243652
	Iteration 22Q: 3 clusters Score -4338499 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4338668.000000 Penalty: 5237.243652
	Iteration 23Q: 3 clusters Score -4338668 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4338773.500000 Penalty: 5237.243652
	Iteration 24Q: 3 clusters Score -4338774 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4338842.000000 Penalty: 5237.243652
	Iteration 25Q: 3 clusters Score -4338842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4338890.500000 Penalty: 5237.243652
	Iteration 26Q: 3 clusters Score -4338890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4338924.000000 Penalty: 5237.243652
	Iteration 27Q: 3 clusters Score -4338924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4338957.500000 Penalty: 5237.243652
	Iteration 28Q: 3 clusters Score -4338958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4338991.500000 Penalty: 5237.243652
	Iteration 29Q: 3 clusters Score -4338992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4339034.500000 Penalty: 5237.243652
	Iteration 30Q: 3 clusters Score -4339034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4339070.000000 Penalty: 5237.243652
	Iteration 31Q: 3 clusters Score -4339070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4339103.000000 Penalty: 5237.243652
	Iteration 32Q: 3 clusters Score -4339103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4339116.000000 Penalty: 5237.243652
	Iteration 33Q: 3 clusters Score -4339116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4339120.500000 Penalty: 5237.243652
	Iteration 34Q: 3 clusters Score -4339120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4339130.000000 Penalty: 5237.243652
	Iteration 35Q: 3 clusters Score -4339130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4339145.000000 Penalty: 5237.243652
	Iteration 36Q: 3 clusters Score -4339145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4339135.000000 Penalty: 5237.243652
	Iteration 37Q: 3 clusters Score -4339135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4339139.000000 Penalty: 5237.243652
	Iteration 38Q: 3 clusters Score -4339139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4339142.500000 Penalty: 5237.243652
	Iteration 39Q: 3 clusters Score -4339142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4339140.500000 Penalty: 5237.243652
	Iteration 40F: 3 clusters Score -4339140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4339141.000000 Penalty: 5237.243652
	Iteration 41Q: 3 clusters Score -4339141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4339141.000000 Penalty: 5237.243652
	Iteration 42F: 3 clusters Score -4339141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (129394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Entering Unmasked Estep 
Score: -14571686.000000 Penalty: 2919.113037
	Iteration 0F: 2 clusters Score -1.457169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -14485019.000000 Penalty: 5838.226074
	Iteration 0F: 3 clusters Score -1.448502e+07 nChanged 61654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -14520710.000000 Penalty: 5838.226074
	Iteration 1F: 3 clusters Score -1.452071e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -14522154.000000 Penalty: 5838.226074
	Iteration 2Q: 3 clusters Score -1.452215e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -14524479.000000 Penalty: 5838.226074
	Iteration 3Q: 3 clusters Score -1.452448e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -14527944.000000 Penalty: 5838.226074
	Iteration 4F: 3 clusters Score -1.452794e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -14532804.000000 Penalty: 5838.226074
	Iteration 5F: 3 clusters Score -1.45328e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -14538891.000000 Penalty: 5838.226074
	Iteration 6F: 3 clusters Score -1.453889e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -14545193.000000 Penalty: 5838.226074
	Iteration 7F: 3 clusters Score -1.454519e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108471 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -14551467.000000 Penalty: 5838.226074
	Iteration 8F: 3 clusters Score -1.455147e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115496 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -14557243.000000 Penalty: 5838.226074
	Iteration 9F: 3 clusters Score -1.455724e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -14562245.000000 Penalty: 5838.226074
	Iteration 10Q: 3 clusters Score -1.456224e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124994 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -14565669.000000 Penalty: 5838.226074
	Iteration 11Q: 3 clusters Score -1.456567e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127215 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -14567703.000000 Penalty: 5838.226074
	Iteration 12Q: 3 clusters Score -1.45677e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128217 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -14568514.000000 Penalty: 5838.226074
	Iteration 13Q: 3 clusters Score -1.456851e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14568915.000000 Penalty: 5838.226074
	Iteration 14Q: 3 clusters Score -1.456892e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128787 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14569071.000000 Penalty: 5838.226074
	Iteration 15Q: 3 clusters Score -1.456907e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -14569185.000000 Penalty: 5838.226074
	Iteration 16Q: 3 clusters Score -1.456918e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128918 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14569251.000000 Penalty: 5838.226074
	Iteration 17Q: 3 clusters Score -1.456925e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128951 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -14569283.000000 Penalty: 5838.226074
	Iteration 18Q: 3 clusters Score -1.456928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -14569294.000000 Penalty: 5838.226074
	Iteration 19Q: 3 clusters Score -1.456929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128965 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -14569296.000000 Penalty: 5838.226074
	Iteration 20F: 3 clusters Score -1.45693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14569300.000000 Penalty: 5838.226074
	Iteration 21Q: 3 clusters Score -1.45693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128970 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14569302.000000 Penalty: 5838.226074
	Iteration 22Q: 3 clusters Score -1.45693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14569308.000000 Penalty: 5838.226074
	Iteration 23Q: 3 clusters Score -1.456931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128970 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14569304.000000 Penalty: 5838.226074
	Iteration 24Q: 3 clusters Score -1.45693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14569306.000000 Penalty: 5838.226074
	Iteration 25Q: 3 clusters Score -1.456931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14569305.000000 Penalty: 5838.226074
	Iteration 26Q: 3 clusters Score -1.45693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128973 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14569311.000000 Penalty: 5838.226074
	Iteration 27Q: 3 clusters Score -1.456931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14569312.000000 Penalty: 5838.226074
	Iteration 28Q: 3 clusters Score -1.456931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128975 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14569321.000000 Penalty: 5838.226074
	Iteration 29Q: 3 clusters Score -1.456932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128975 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14569321.000000 Penalty: 5838.226074
	Iteration 30F: 3 clusters Score -1.456932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Entering Unmasked Estep 
Score: -2283435.500000 Penalty: 2475.988037
	Iteration 0F: 2 clusters Score -2283436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2268296.750000 Penalty: 4951.976074
	Iteration 0F: 3 clusters Score -2268297 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2273726.750000 Penalty: 4951.976074
	Iteration 1F: 3 clusters Score -2273727 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2274397.250000 Penalty: 4951.976074
	Iteration 2F: 3 clusters Score -2274397 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2275174.500000 Penalty: 4951.976074
	Iteration 3F: 3 clusters Score -2275174 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2276182.500000 Penalty: 4951.976074
	Iteration 4F: 3 clusters Score -2276182 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2277477.250000 Penalty: 4951.976074
	Iteration 5F: 3 clusters Score -2277477 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2279020.750000 Penalty: 4951.976074
	Iteration 6F: 3 clusters Score -2279021 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2280495.750000 Penalty: 4951.976074
	Iteration 7F: 3 clusters Score -2280496 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2281525.000000 Penalty: 4951.976074
	Iteration 8F: 3 clusters Score -2281525 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2282086.250000 Penalty: 4951.976074
	Iteration 9Q: 3 clusters Score -2282086 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2282426.750000 Penalty: 4951.976074
	Iteration 10Q: 3 clusters Score -2282427 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2282618.000000 Penalty: 4951.976074
	Iteration 11Q: 3 clusters Score -2282618 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2282756.000000 Penalty: 4951.976074
	Iteration 12Q: 3 clusters Score -2282756 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2282853.250000 Penalty: 4951.976074
	Iteration 13Q: 3 clusters Score -2282853 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2282948.500000 Penalty: 4951.976074
	Iteration 14Q: 3 clusters Score -2282948 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2283019.500000 Penalty: 4951.976074
	Iteration 15Q: 3 clusters Score -2283020 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2283081.500000 Penalty: 4951.976074
	Iteration 16Q: 3 clusters Score -2283082 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2283147.500000 Penalty: 4951.976074
	Iteration 17Q: 3 clusters Score -2283148 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2283199.000000 Penalty: 4951.976074
	Iteration 18Q: 3 clusters Score -2283199 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2283245.500000 Penalty: 4951.976074
	Iteration 19Q: 3 clusters Score -2283246 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2283281.750000 Penalty: 4951.976074
	Iteration 20F: 3 clusters Score -2283282 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2283319.500000 Penalty: 4951.976074
	Iteration 21Q: 3 clusters Score -2283320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2283339.500000 Penalty: 4951.976074
	Iteration 22Q: 3 clusters Score -2283340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2283363.250000 Penalty: 4951.976074
	Iteration 23Q: 3 clusters Score -2283363 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2283367.500000 Penalty: 4951.976074
	Iteration 24Q: 3 clusters Score -2283368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2283374.500000 Penalty: 4951.976074
	Iteration 25Q: 3 clusters Score -2283374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2283389.750000 Penalty: 4951.976074
	Iteration 26Q: 3 clusters Score -2283390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2283401.750000 Penalty: 4951.976074
	Iteration 27Q: 3 clusters Score -2283402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2283401.250000 Penalty: 4951.976074
	Iteration 28Q: 3 clusters Score -2283401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2283402.500000 Penalty: 4951.976074
	Iteration 29Q: 3 clusters Score -2283402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2283413.000000 Penalty: 4951.976074
	Iteration 30Q: 3 clusters Score -2283413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2283414.500000 Penalty: 4951.976074
	Iteration 31Q: 3 clusters Score -2283414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2283420.000000 Penalty: 4951.976074
	Iteration 32Q: 3 clusters Score -2283420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2283425.250000 Penalty: 4951.976074
	Iteration 33Q: 3 clusters Score -2283425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2283427.250000 Penalty: 4951.976074
	Iteration 34Q: 3 clusters Score -2283427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2283430.750000 Penalty: 4951.976074
	Iteration 35Q: 3 clusters Score -2283431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2283433.750000 Penalty: 4951.976074
	Iteration 36Q: 3 clusters Score -2283434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2283430.750000 Penalty: 4951.976074
	Iteration 37Q: 3 clusters Score -2283431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2283429.500000 Penalty: 4951.976074
	Iteration 38Q: 3 clusters Score -2283430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2283431.500000 Penalty: 4951.976074
	Iteration 39Q: 3 clusters Score -2283432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2283434.000000 Penalty: 4951.976074
	Iteration 40F: 3 clusters Score -2283434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2283440.000000 Penalty: 4951.976074
	Iteration 41Q: 3 clusters Score -2283440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2283433.500000 Penalty: 4951.976074
	Iteration 42Q: 3 clusters Score -2283434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2283435.750000 Penalty: 4951.976074
	Iteration 43Q: 3 clusters Score -2283436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2283433.750000 Penalty: 4951.976074
	Iteration 44Q: 3 clusters Score -2283434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2283439.000000 Penalty: 4951.976074
	Iteration 45Q: 3 clusters Score -2283439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2283436.500000 Penalty: 4951.976074
	Iteration 46Q: 3 clusters Score -2283436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2283440.250000 Penalty: 4951.976074
	Iteration 47Q: 3 clusters Score -2283440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2283444.750000 Penalty: 4951.976074
	Iteration 48Q: 3 clusters Score -2283445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2283449.500000 Penalty: 4951.976074
	Iteration 49Q: 3 clusters Score -2283450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2283444.250000 Penalty: 4951.976074
	Iteration 50Q: 3 clusters Score -2283444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2283447.000000 Penalty: 4951.976074
	Iteration 51Q: 3 clusters Score -2283447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2283451.500000 Penalty: 4951.976074
	Iteration 52Q: 3 clusters Score -2283452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2283451.500000 Penalty: 4951.976074
	Iteration 53Q: 3 clusters Score -2283452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2283449.750000 Penalty: 4951.976074
	Iteration 54Q: 3 clusters Score -2283450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2283449.500000 Penalty: 4951.976074
	Iteration 55Q: 3 clusters Score -2283450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2283451.250000 Penalty: 4951.976074
	Iteration 56Q: 3 clusters Score -2283451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2283444.250000 Penalty: 4951.976074
	Iteration 57Q: 3 clusters Score -2283444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2283449.000000 Penalty: 4951.976074
	Iteration 58Q: 3 clusters Score -2283449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2283453.000000 Penalty: 4951.976074
	Iteration 59Q: 3 clusters Score -2283453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2283452.750000 Penalty: 4951.976074
	Iteration 60F: 3 clusters Score -2283453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2283454.000000 Penalty: 4951.976074
	Iteration 61Q: 3 clusters Score -2283454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2283457.750000 Penalty: 4951.976074
	Iteration 62Q: 3 clusters Score -2283458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2283460.250000 Penalty: 4951.976074
	Iteration 63Q: 3 clusters Score -2283460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2283454.750000 Penalty: 4951.976074
	Iteration 64Q: 3 clusters Score -2283455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2283453.750000 Penalty: 4951.976074
	Iteration 65Q: 3 clusters Score -2283454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2283457.750000 Penalty: 4951.976074
	Iteration 66Q: 3 clusters Score -2283458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2283464.500000 Penalty: 4951.976074
	Iteration 67Q: 3 clusters Score -2283464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2283466.000000 Penalty: 4951.976074
	Iteration 68Q: 3 clusters Score -2283466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2283464.250000 Penalty: 4951.976074
	Iteration 69Q: 3 clusters Score -2283464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2283463.250000 Penalty: 4951.976074
	Iteration 70Q: 3 clusters Score -2283463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2283466.750000 Penalty: 4951.976074
	Iteration 71Q: 3 clusters Score -2283467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2283466.000000 Penalty: 4951.976074
	Iteration 72Q: 3 clusters Score -2283466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2283466.250000 Penalty: 4951.976074
	Iteration 73Q: 3 clusters Score -2283466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2283462.250000 Penalty: 4951.976074
	Iteration 74Q: 3 clusters Score -2283462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2283461.500000 Penalty: 4951.976074
	Iteration 75Q: 3 clusters Score -2283462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2283468.000000 Penalty: 4951.976074
	Iteration 76Q: 3 clusters Score -2283468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2283464.500000 Penalty: 4951.976074
	Iteration 77Q: 3 clusters Score -2283464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2283463.500000 Penalty: 4951.976074
	Iteration 78Q: 3 clusters Score -2283464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2283463.500000 Penalty: 4951.976074
	Iteration 79F: 3 clusters Score -2283464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4808 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 12643 members 
Entering Unmasked Estep 
Score: -139282960.000000 Penalty: 209383.000000
Splitting cluster 20 changes total score from -139283936.000000 to -139282960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (20532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Entering Unmasked Estep 
Score: -2377658.750000 Penalty: 2462.575439
	Iteration 0F: 2 clusters Score -2377659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2363216.250000 Penalty: 4925.150879
	Iteration 0F: 3 clusters Score -2363216 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2368191.250000 Penalty: 4925.150879
	Iteration 1F: 3 clusters Score -2368191 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2368858.250000 Penalty: 4925.150879
	Iteration 2F: 3 clusters Score -2368858 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2369685.250000 Penalty: 4925.150879
	Iteration 3F: 3 clusters Score -2369685 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2370708.750000 Penalty: 4925.150879
	Iteration 4F: 3 clusters Score -2370709 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2371874.000000 Penalty: 4925.150879
	Iteration 5F: 3 clusters Score -2371874 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2372885.500000 Penalty: 4925.150879
	Iteration 6F: 3 clusters Score -2372886 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2373592.500000 Penalty: 4925.150879
	Iteration 7F: 3 clusters Score -2373592 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2374034.000000 Penalty: 4925.150879
	Iteration 8Q: 3 clusters Score -2374034 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2374312.500000 Penalty: 4925.150879
	Iteration 9Q: 3 clusters Score -2374312 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2374527.750000 Penalty: 4925.150879
	Iteration 10Q: 3 clusters Score -2374528 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2374706.500000 Penalty: 4925.150879
	Iteration 11Q: 3 clusters Score -2374706 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2374886.750000 Penalty: 4925.150879
	Iteration 12Q: 3 clusters Score -2374887 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2375053.500000 Penalty: 4925.150879
	Iteration 13Q: 3 clusters Score -2375054 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2375242.750000 Penalty: 4925.150879
	Iteration 14Q: 3 clusters Score -2375243 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2375367.250000 Penalty: 4925.150879
	Iteration 15Q: 3 clusters Score -2375367 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2375478.500000 Penalty: 4925.150879
	Iteration 16Q: 3 clusters Score -2375478 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2375543.750000 Penalty: 4925.150879
	Iteration 17Q: 3 clusters Score -2375544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2375591.500000 Penalty: 4925.150879
	Iteration 18Q: 3 clusters Score -2375592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2375627.250000 Penalty: 4925.150879
	Iteration 19Q: 3 clusters Score -2375627 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2375648.750000 Penalty: 4925.150879
	Iteration 20F: 3 clusters Score -2375649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2375663.000000 Penalty: 4925.150879
	Iteration 21Q: 3 clusters Score -2375663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2375678.250000 Penalty: 4925.150879
	Iteration 22Q: 3 clusters Score -2375678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2375688.750000 Penalty: 4925.150879
	Iteration 23Q: 3 clusters Score -2375689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2375705.000000 Penalty: 4925.150879
	Iteration 24Q: 3 clusters Score -2375705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2375714.000000 Penalty: 4925.150879
	Iteration 25Q: 3 clusters Score -2375714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2375715.500000 Penalty: 4925.150879
	Iteration 26Q: 3 clusters Score -2375716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2375719.000000 Penalty: 4925.150879
	Iteration 27Q: 3 clusters Score -2375719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2375722.500000 Penalty: 4925.150879
	Iteration 28Q: 3 clusters Score -2375722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2375731.750000 Penalty: 4925.150879
	Iteration 29Q: 3 clusters Score -2375732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2375740.000000 Penalty: 4925.150879
	Iteration 30Q: 3 clusters Score -2375740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2375737.500000 Penalty: 4925.150879
	Iteration 31Q: 3 clusters Score -2375738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2375745.500000 Penalty: 4925.150879
	Iteration 32Q: 3 clusters Score -2375746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2375750.250000 Penalty: 4925.150879
	Iteration 33Q: 3 clusters Score -2375750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2375759.000000 Penalty: 4925.150879
	Iteration 34Q: 3 clusters Score -2375759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2375763.250000 Penalty: 4925.150879
	Iteration 35Q: 3 clusters Score -2375763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2375755.750000 Penalty: 4925.150879
	Iteration 36Q: 3 clusters Score -2375756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2375760.250000 Penalty: 4925.150879
	Iteration 37Q: 3 clusters Score -2375760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2375767.500000 Penalty: 4925.150879
	Iteration 38Q: 3 clusters Score -2375768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2375765.250000 Penalty: 4925.150879
	Iteration 39Q: 3 clusters Score -2375765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2375768.500000 Penalty: 4925.150879
	Iteration 40F: 3 clusters Score -2375768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2375768.250000 Penalty: 4925.150879
	Iteration 41Q: 3 clusters Score -2375768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2375771.500000 Penalty: 4925.150879
	Iteration 42Q: 3 clusters Score -2375772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2375777.500000 Penalty: 4925.150879
	Iteration 43Q: 3 clusters Score -2375778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2375783.250000 Penalty: 4925.150879
	Iteration 44Q: 3 clusters Score -2375783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2375781.500000 Penalty: 4925.150879
	Iteration 45Q: 3 clusters Score -2375782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2375783.000000 Penalty: 4925.150879
	Iteration 46Q: 3 clusters Score -2375783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2375785.750000 Penalty: 4925.150879
	Iteration 47Q: 3 clusters Score -2375786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2375785.000000 Penalty: 4925.150879
	Iteration 48Q: 3 clusters Score -2375785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2375789.750000 Penalty: 4925.150879
	Iteration 49Q: 3 clusters Score -2375790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2375783.250000 Penalty: 4925.150879
	Iteration 50Q: 3 clusters Score -2375783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2375788.000000 Penalty: 4925.150879
	Iteration 51Q: 3 clusters Score -2375788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2375787.000000 Penalty: 4925.150879
	Iteration 52Q: 3 clusters Score -2375787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2375787.500000 Penalty: 4925.150879
	Iteration 53Q: 3 clusters Score -2375788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2375787.500000 Penalty: 4925.150879
	Iteration 54F: 3 clusters Score -2375788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Entering Unmasked Estep 
Score: -1168600.875000 Penalty: 2317.636475
	Iteration 0F: 2 clusters Score -1168601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1160002.875000 Penalty: 4635.272949
	Iteration 0F: 3 clusters Score -1160003 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1162875.250000 Penalty: 4635.272949
	Iteration 1F: 3 clusters Score -1162875 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1163517.625000 Penalty: 4635.272949
	Iteration 2F: 3 clusters Score -1163518 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1164204.750000 Penalty: 4635.272949
	Iteration 3F: 3 clusters Score -1164205 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1164922.625000 Penalty: 4635.272949
	Iteration 4F: 3 clusters Score -1164923 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1165603.625000 Penalty: 4635.272949
	Iteration 5F: 3 clusters Score -1165604 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1166122.500000 Penalty: 4635.272949
	Iteration 6F: 3 clusters Score -1166122 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1166511.500000 Penalty: 4635.272949
	Iteration 7Q: 3 clusters Score -1166512 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1166757.500000 Penalty: 4635.272949
	Iteration 8Q: 3 clusters Score -1166758 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1166915.625000 Penalty: 4635.272949
	Iteration 9Q: 3 clusters Score -1166916 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1167037.000000 Penalty: 4635.272949
	Iteration 10Q: 3 clusters Score -1167037 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1167144.250000 Penalty: 4635.272949
	Iteration 11Q: 3 clusters Score -1167144 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1167275.625000 Penalty: 4635.272949
	Iteration 12Q: 3 clusters Score -1167276 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1167403.000000 Penalty: 4635.272949
	Iteration 13Q: 3 clusters Score -1167403 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1167514.750000 Penalty: 4635.272949
	Iteration 14Q: 3 clusters Score -1167515 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1167603.250000 Penalty: 4635.272949
	Iteration 15Q: 3 clusters Score -1167603 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1167663.250000 Penalty: 4635.272949
	Iteration 16Q: 3 clusters Score -1167663 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1167721.000000 Penalty: 4635.272949
	Iteration 17Q: 3 clusters Score -1167721 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1167780.250000 Penalty: 4635.272949
	Iteration 18Q: 3 clusters Score -1167780 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1167833.500000 Penalty: 4635.272949
	Iteration 19Q: 3 clusters Score -1167834 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1167882.125000 Penalty: 4635.272949
	Iteration 20F: 3 clusters Score -1167882 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1167927.375000 Penalty: 4635.272949
	Iteration 21Q: 3 clusters Score -1167927 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1167956.125000 Penalty: 4635.272949
	Iteration 22Q: 3 clusters Score -1167956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1167986.625000 Penalty: 4635.272949
	Iteration 23Q: 3 clusters Score -1167987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1168011.625000 Penalty: 4635.272949
	Iteration 24Q: 3 clusters Score -1168012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1168025.500000 Penalty: 4635.272949
	Iteration 25Q: 3 clusters Score -1168026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1168048.125000 Penalty: 4635.272949
	Iteration 26Q: 3 clusters Score -1168048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1168063.500000 Penalty: 4635.272949
	Iteration 27Q: 3 clusters Score -1168064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1168080.125000 Penalty: 4635.272949
	Iteration 28Q: 3 clusters Score -1168080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1168095.000000 Penalty: 4635.272949
	Iteration 29Q: 3 clusters Score -1168095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1168101.500000 Penalty: 4635.272949
	Iteration 30Q: 3 clusters Score -1168102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1168109.250000 Penalty: 4635.272949
	Iteration 31Q: 3 clusters Score -1168109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1168113.375000 Penalty: 4635.272949
	Iteration 32Q: 3 clusters Score -1168113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1168112.250000 Penalty: 4635.272949
	Iteration 33Q: 3 clusters Score -1168112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1168113.000000 Penalty: 4635.272949
	Iteration 34Q: 3 clusters Score -1168113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1168111.625000 Penalty: 4635.272949
	Iteration 35Q: 3 clusters Score -1168112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1168112.375000 Penalty: 4635.272949
	Iteration 36Q: 3 clusters Score -1168112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1168111.375000 Penalty: 4635.272949
	Iteration 37Q: 3 clusters Score -1168111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1168111.375000 Penalty: 4635.272949
	Iteration 38F: 3 clusters Score -1168111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Entering Unmasked Estep 
Score: -611316.000000 Penalty: 2131.671387
	Iteration 0F: 2 clusters Score -611316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -606547.812500 Penalty: 4263.342773
	Iteration 0F: 3 clusters Score -606547.8 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -607657.750000 Penalty: 4263.342773
	Iteration 1F: 3 clusters Score -607657.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -607881.687500 Penalty: 4263.342773
	Iteration 2F: 3 clusters Score -607881.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -608036.250000 Penalty: 4263.342773
	Iteration 3F: 3 clusters Score -608036.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -608155.375000 Penalty: 4263.342773
	Iteration 4Q: 3 clusters Score -608155.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -608242.687500 Penalty: 4263.342773
	Iteration 5Q: 3 clusters Score -608242.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -608319.875000 Penalty: 4263.342773
	Iteration 6Q: 3 clusters Score -608319.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -608403.500000 Penalty: 4263.342773
	Iteration 7Q: 3 clusters Score -608403.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -608469.562500 Penalty: 4263.342773
	Iteration 8Q: 3 clusters Score -608469.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -608527.562500 Penalty: 4263.342773
	Iteration 9Q: 3 clusters Score -608527.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -608571.812500 Penalty: 4263.342773
	Iteration 10Q: 3 clusters Score -608571.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -608628.687500 Penalty: 4263.342773
	Iteration 11Q: 3 clusters Score -608628.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -608687.875000 Penalty: 4263.342773
	Iteration 12Q: 3 clusters Score -608687.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -608761.250000 Penalty: 4263.342773
	Iteration 13Q: 3 clusters Score -608761.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -608842.750000 Penalty: 4263.342773
	Iteration 14Q: 3 clusters Score -608842.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -608939.000000 Penalty: 4263.342773
	Iteration 15Q: 3 clusters Score -608939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -609021.562500 Penalty: 4263.342773
	Iteration 16Q: 3 clusters Score -609021.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -609104.000000 Penalty: 4263.342773
	Iteration 17Q: 3 clusters Score -609104 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -609166.500000 Penalty: 4263.342773
	Iteration 18Q: 3 clusters Score -609166.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -609219.687500 Penalty: 4263.342773
	Iteration 19Q: 3 clusters Score -609219.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -609264.187500 Penalty: 4263.342773
	Iteration 20F: 3 clusters Score -609264.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -609290.062500 Penalty: 4263.342773
	Iteration 21Q: 3 clusters Score -609290.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -609327.187500 Penalty: 4263.342773
	Iteration 22Q: 3 clusters Score -609327.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -609359.250000 Penalty: 4263.342773
	Iteration 23Q: 3 clusters Score -609359.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -609380.500000 Penalty: 4263.342773
	Iteration 24Q: 3 clusters Score -609380.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -609404.062500 Penalty: 4263.342773
	Iteration 25Q: 3 clusters Score -609404.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -609436.312500 Penalty: 4263.342773
	Iteration 26Q: 3 clusters Score -609436.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -609459.750000 Penalty: 4263.342773
	Iteration 27Q: 3 clusters Score -609459.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -609479.250000 Penalty: 4263.342773
	Iteration 28Q: 3 clusters Score -609479.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -609491.250000 Penalty: 4263.342773
	Iteration 29Q: 3 clusters Score -609491.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -609502.750000 Penalty: 4263.342773
	Iteration 30Q: 3 clusters Score -609502.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -609511.937500 Penalty: 4263.342773
	Iteration 31Q: 3 clusters Score -609511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -609519.687500 Penalty: 4263.342773
	Iteration 32Q: 3 clusters Score -609519.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -609521.812500 Penalty: 4263.342773
	Iteration 33Q: 3 clusters Score -609521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -609523.937500 Penalty: 4263.342773
	Iteration 34Q: 3 clusters Score -609523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -609525.687500 Penalty: 4263.342773
	Iteration 35Q: 3 clusters Score -609525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -609526.062500 Penalty: 4263.342773
	Iteration 36Q: 3 clusters Score -609526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -609528.437500 Penalty: 4263.342773
	Iteration 37Q: 3 clusters Score -609528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -609529.000000 Penalty: 4263.342773
	Iteration 38Q: 3 clusters Score -609529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -609529.000000 Penalty: 4263.342773
	Iteration 39F: 3 clusters Score -609529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -400909.500000 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -400909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396661.468750 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -396661.5 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -397872.812500 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -397872.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -398375.375000 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -398375.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -398786.875000 Penalty: 4181.442383
	Iteration 3F: 3 clusters Score -398786.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -399067.562500 Penalty: 4181.442383
	Iteration 4F: 3 clusters Score -399067.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -399271.531250 Penalty: 4181.442383
	Iteration 5Q: 3 clusters Score -399271.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -399403.906250 Penalty: 4181.442383
	Iteration 6Q: 3 clusters Score -399403.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -399516.437500 Penalty: 4181.442383
	Iteration 7Q: 3 clusters Score -399516.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -399608.875000 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -399608.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -399662.718750 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -399662.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -399700.625000 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -399700.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -399743.968750 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -399744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -399790.656250 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -399790.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -399845.093750 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -399845.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -399900.093750 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -399900.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -399965.500000 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -399965.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -400037.093750 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -400037.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -400090.625000 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -400090.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -400139.781250 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -400139.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -400190.562500 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -400190.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -400234.781250 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -400234.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -400271.218750 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -400271.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -400294.468750 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -400294.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -400313.125000 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -400313.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -400335.343750 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -400335.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -400352.281250 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -400352.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -400365.687500 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -400365.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -400385.437500 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -400385.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -400398.937500 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -400398.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -400415.531250 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -400415.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -400431.750000 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -400431.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -400451.750000 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -400451.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -400464.937500 Penalty: 4181.442383
	Iteration 32Q: 3 clusters Score -400464.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -400479.031250 Penalty: 4181.442383
	Iteration 33Q: 3 clusters Score -400479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -400499.343750 Penalty: 4181.442383
	Iteration 34Q: 3 clusters Score -400499.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -400520.218750 Penalty: 4181.442383
	Iteration 35Q: 3 clusters Score -400520.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -400532.937500 Penalty: 4181.442383
	Iteration 36Q: 3 clusters Score -400532.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -400542.906250 Penalty: 4181.442383
	Iteration 37Q: 3 clusters Score -400542.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -400554.750000 Penalty: 4181.442383
	Iteration 38Q: 3 clusters Score -400554.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -400565.281250 Penalty: 4181.442383
	Iteration 39Q: 3 clusters Score -400565.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -400573.093750 Penalty: 4181.442383
	Iteration 40F: 3 clusters Score -400573.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -400583.250000 Penalty: 4181.442383
	Iteration 41Q: 3 clusters Score -400583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -400588.562500 Penalty: 4181.442383
	Iteration 42Q: 3 clusters Score -400588.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -400591.625000 Penalty: 4181.442383
	Iteration 43Q: 3 clusters Score -400591.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -400594.312500 Penalty: 4181.442383
	Iteration 44Q: 3 clusters Score -400594.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -400598.468750 Penalty: 4181.442383
	Iteration 45Q: 3 clusters Score -400598.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -400600.875000 Penalty: 4181.442383
	Iteration 46Q: 3 clusters Score -400600.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -400607.093750 Penalty: 4181.442383
	Iteration 47Q: 3 clusters Score -400607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -400614.781250 Penalty: 4181.442383
	Iteration 48Q: 3 clusters Score -400614.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -400621.343750 Penalty: 4181.442383
	Iteration 49Q: 3 clusters Score -400621.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -400626.375000 Penalty: 4181.442383
	Iteration 50Q: 3 clusters Score -400626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -400630.687500 Penalty: 4181.442383
	Iteration 51Q: 3 clusters Score -400630.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -400633.406250 Penalty: 4181.442383
	Iteration 52Q: 3 clusters Score -400633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -400636.468750 Penalty: 4181.442383
	Iteration 53Q: 3 clusters Score -400636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -400638.625000 Penalty: 4181.442383
	Iteration 54Q: 3 clusters Score -400638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -400640.406250 Penalty: 4181.442383
	Iteration 55Q: 3 clusters Score -400640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -400644.781250 Penalty: 4181.442383
	Iteration 56Q: 3 clusters Score -400644.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -400649.250000 Penalty: 4181.442383
	Iteration 57Q: 3 clusters Score -400649.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -400656.375000 Penalty: 4181.442383
	Iteration 58Q: 3 clusters Score -400656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -400660.625000 Penalty: 4181.442383
	Iteration 59Q: 3 clusters Score -400660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -400663.968750 Penalty: 4181.442383
	Iteration 60F: 3 clusters Score -400664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -400668.156250 Penalty: 4181.442383
	Iteration 61Q: 3 clusters Score -400668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -400673.937500 Penalty: 4181.442383
	Iteration 62Q: 3 clusters Score -400673.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -400679.937500 Penalty: 4181.442383
	Iteration 63Q: 3 clusters Score -400679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -400682.312500 Penalty: 4181.442383
	Iteration 64Q: 3 clusters Score -400682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -400684.000000 Penalty: 4181.442383
	Iteration 65Q: 3 clusters Score -400684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -400684.781250 Penalty: 4181.442383
	Iteration 66Q: 3 clusters Score -400684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -400685.125000 Penalty: 4181.442383
	Iteration 67Q: 3 clusters Score -400685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -400686.250000 Penalty: 4181.442383
	Iteration 68Q: 3 clusters Score -400686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -400686.250000 Penalty: 4181.442383
	Iteration 69Q: 3 clusters Score -400686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -400686.250000 Penalty: 4181.442383
	Iteration 70F: 3 clusters Score -400686.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -321582.687500 Penalty: 1987.801270
	Iteration 0F: 2 clusters Score -321582.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -318289.250000 Penalty: 3975.602539
	Iteration 0F: 3 clusters Score -318289.2 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -319030.156250 Penalty: 3975.602539
	Iteration 1F: 3 clusters Score -319030.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -319223.312500 Penalty: 3975.602539
	Iteration 2F: 3 clusters Score -319223.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -319324.437500 Penalty: 3975.602539
	Iteration 3F: 3 clusters Score -319324.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319389.218750 Penalty: 3975.602539
	Iteration 4Q: 3 clusters Score -319389.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -319432.656250 Penalty: 3975.602539
	Iteration 5Q: 3 clusters Score -319432.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -319461.843750 Penalty: 3975.602539
	Iteration 6Q: 3 clusters Score -319461.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -319474.187500 Penalty: 3975.602539
	Iteration 7Q: 3 clusters Score -319474.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -319484.562500 Penalty: 3975.602539
	Iteration 8Q: 3 clusters Score -319484.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -319500.750000 Penalty: 3975.602539
	Iteration 9Q: 3 clusters Score -319500.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -319513.406250 Penalty: 3975.602539
	Iteration 10Q: 3 clusters Score -319513.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -319524.062500 Penalty: 3975.602539
	Iteration 11Q: 3 clusters Score -319524.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -319534.687500 Penalty: 3975.602539
	Iteration 12Q: 3 clusters Score -319534.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -319553.843750 Penalty: 3975.602539
	Iteration 13Q: 3 clusters Score -319553.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -319573.687500 Penalty: 3975.602539
	Iteration 14Q: 3 clusters Score -319573.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -319592.062500 Penalty: 3975.602539
	Iteration 15Q: 3 clusters Score -319592.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319617.843750 Penalty: 3975.602539
	Iteration 16Q: 3 clusters Score -319617.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -319635.281250 Penalty: 3975.602539
	Iteration 17Q: 3 clusters Score -319635.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -319654.562500 Penalty: 3975.602539
	Iteration 18Q: 3 clusters Score -319654.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -319680.156250 Penalty: 3975.602539
	Iteration 19Q: 3 clusters Score -319680.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -319709.312500 Penalty: 3975.602539
	Iteration 20F: 3 clusters Score -319709.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -319741.093750 Penalty: 3975.602539
	Iteration 21Q: 3 clusters Score -319741.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -319778.750000 Penalty: 3975.602539
	Iteration 22Q: 3 clusters Score -319778.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -319812.187500 Penalty: 3975.602539
	Iteration 23Q: 3 clusters Score -319812.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -319844.843750 Penalty: 3975.602539
	Iteration 24Q: 3 clusters Score -319844.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -319873.437500 Penalty: 3975.602539
	Iteration 25Q: 3 clusters Score -319873.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -319899.375000 Penalty: 3975.602539
	Iteration 26Q: 3 clusters Score -319899.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -319929.343750 Penalty: 3975.602539
	Iteration 27Q: 3 clusters Score -319929.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -319952.125000 Penalty: 3975.602539
	Iteration 28Q: 3 clusters Score -319952.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -319967.312500 Penalty: 3975.602539
	Iteration 29Q: 3 clusters Score -319967.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -319977.531250 Penalty: 3975.602539
	Iteration 30Q: 3 clusters Score -319977.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -319991.781250 Penalty: 3975.602539
	Iteration 31Q: 3 clusters Score -319991.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -320002.781250 Penalty: 3975.602539
	Iteration 32Q: 3 clusters Score -320002.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -320015.031250 Penalty: 3975.602539
	Iteration 33Q: 3 clusters Score -320015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -320020.875000 Penalty: 3975.602539
	Iteration 34Q: 3 clusters Score -320020.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -320029.781250 Penalty: 3975.602539
	Iteration 35Q: 3 clusters Score -320029.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -320036.156250 Penalty: 3975.602539
	Iteration 36Q: 3 clusters Score -320036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -320038.375000 Penalty: 3975.602539
	Iteration 37Q: 3 clusters Score -320038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -320041.812500 Penalty: 3975.602539
	Iteration 38Q: 3 clusters Score -320041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -320043.562500 Penalty: 3975.602539
	Iteration 39Q: 3 clusters Score -320043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -320044.500000 Penalty: 3975.602539
	Iteration 40F: 3 clusters Score -320044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -320046.437500 Penalty: 3975.602539
	Iteration 41Q: 3 clusters Score -320046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -320049.750000 Penalty: 3975.602539
	Iteration 42Q: 3 clusters Score -320049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -320050.906250 Penalty: 3975.602539
	Iteration 43Q: 3 clusters Score -320050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -320052.250000 Penalty: 3975.602539
	Iteration 44Q: 3 clusters Score -320052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -320057.781250 Penalty: 3975.602539
	Iteration 45Q: 3 clusters Score -320057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -320062.093750 Penalty: 3975.602539
	Iteration 46Q: 3 clusters Score -320062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -320065.812500 Penalty: 3975.602539
	Iteration 47Q: 3 clusters Score -320065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -320070.406250 Penalty: 3975.602539
	Iteration 48Q: 3 clusters Score -320070.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -320077.656250 Penalty: 3975.602539
	Iteration 49Q: 3 clusters Score -320077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -320085.406250 Penalty: 3975.602539
	Iteration 50Q: 3 clusters Score -320085.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -320090.312500 Penalty: 3975.602539
	Iteration 51Q: 3 clusters Score -320090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -320096.750000 Penalty: 3975.602539
	Iteration 52Q: 3 clusters Score -320096.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -320100.843750 Penalty: 3975.602539
	Iteration 53Q: 3 clusters Score -320100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -320107.187500 Penalty: 3975.602539
	Iteration 54Q: 3 clusters Score -320107.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -320113.531250 Penalty: 3975.602539
	Iteration 55Q: 3 clusters Score -320113.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -320115.500000 Penalty: 3975.602539
	Iteration 56Q: 3 clusters Score -320115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -320116.000000 Penalty: 3975.602539
	Iteration 57Q: 3 clusters Score -320116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -320116.000000 Penalty: 3975.602539
	Iteration 58F: 3 clusters Score -320116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -716531.750000 Penalty: 2175.645752
	Iteration 0F: 2 clusters Score -716531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -711071.000000 Penalty: 4351.291504
	Iteration 0F: 3 clusters Score -711071 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -712424.937500 Penalty: 4351.291504
	Iteration 1F: 3 clusters Score -712424.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -712642.312500 Penalty: 4351.291504
	Iteration 2F: 3 clusters Score -712642.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -712786.062500 Penalty: 4351.291504
	Iteration 3Q: 3 clusters Score -712786.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -712904.500000 Penalty: 4351.291504
	Iteration 4Q: 3 clusters Score -712904.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -713011.062500 Penalty: 4351.291504
	Iteration 5Q: 3 clusters Score -713011.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -713104.312500 Penalty: 4351.291504
	Iteration 6Q: 3 clusters Score -713104.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -713179.187500 Penalty: 4351.291504
	Iteration 7Q: 3 clusters Score -713179.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -713260.125000 Penalty: 4351.291504
	Iteration 8Q: 3 clusters Score -713260.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -713342.812500 Penalty: 4351.291504
	Iteration 9Q: 3 clusters Score -713342.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -713425.312500 Penalty: 4351.291504
	Iteration 10Q: 3 clusters Score -713425.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -713500.750000 Penalty: 4351.291504
	Iteration 11Q: 3 clusters Score -713500.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -713580.687500 Penalty: 4351.291504
	Iteration 12Q: 3 clusters Score -713580.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -713659.250000 Penalty: 4351.291504
	Iteration 13Q: 3 clusters Score -713659.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -713741.937500 Penalty: 4351.291504
	Iteration 14Q: 3 clusters Score -713741.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -713827.000000 Penalty: 4351.291504
	Iteration 15Q: 3 clusters Score -713827 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -713928.812500 Penalty: 4351.291504
	Iteration 16Q: 3 clusters Score -713928.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -714017.625000 Penalty: 4351.291504
	Iteration 17Q: 3 clusters Score -714017.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -714083.125000 Penalty: 4351.291504
	Iteration 18Q: 3 clusters Score -714083.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -714149.312500 Penalty: 4351.291504
	Iteration 19Q: 3 clusters Score -714149.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -714213.437500 Penalty: 4351.291504
	Iteration 20F: 3 clusters Score -714213.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -714273.437500 Penalty: 4351.291504
	Iteration 21Q: 3 clusters Score -714273.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -714316.687500 Penalty: 4351.291504
	Iteration 22Q: 3 clusters Score -714316.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -714354.562500 Penalty: 4351.291504
	Iteration 23Q: 3 clusters Score -714354.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -714393.375000 Penalty: 4351.291504
	Iteration 24Q: 3 clusters Score -714393.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -714423.375000 Penalty: 4351.291504
	Iteration 25Q: 3 clusters Score -714423.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -714441.875000 Penalty: 4351.291504
	Iteration 26Q: 3 clusters Score -714441.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -714463.812500 Penalty: 4351.291504
	Iteration 27Q: 3 clusters Score -714463.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -714484.812500 Penalty: 4351.291504
	Iteration 28Q: 3 clusters Score -714484.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -714503.375000 Penalty: 4351.291504
	Iteration 29Q: 3 clusters Score -714503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -714513.312500 Penalty: 4351.291504
	Iteration 30Q: 3 clusters Score -714513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -714525.812500 Penalty: 4351.291504
	Iteration 31Q: 3 clusters Score -714525.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -714536.250000 Penalty: 4351.291504
	Iteration 32Q: 3 clusters Score -714536.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -714547.937500 Penalty: 4351.291504
	Iteration 33Q: 3 clusters Score -714547.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -714557.562500 Penalty: 4351.291504
	Iteration 34Q: 3 clusters Score -714557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -714562.937500 Penalty: 4351.291504
	Iteration 35Q: 3 clusters Score -714562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -714566.562500 Penalty: 4351.291504
	Iteration 36Q: 3 clusters Score -714566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -714573.125000 Penalty: 4351.291504
	Iteration 37Q: 3 clusters Score -714573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -714578.687500 Penalty: 4351.291504
	Iteration 38Q: 3 clusters Score -714578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -714583.812500 Penalty: 4351.291504
	Iteration 39Q: 3 clusters Score -714583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -714588.187500 Penalty: 4351.291504
	Iteration 40F: 3 clusters Score -714588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -714588.437500 Penalty: 4351.291504
	Iteration 41Q: 3 clusters Score -714588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -714590.625000 Penalty: 4351.291504
	Iteration 42Q: 3 clusters Score -714590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -714594.125000 Penalty: 4351.291504
	Iteration 43Q: 3 clusters Score -714594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -714595.062500 Penalty: 4351.291504
	Iteration 44Q: 3 clusters Score -714595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -714596.750000 Penalty: 4351.291504
	Iteration 45Q: 3 clusters Score -714596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -714598.312500 Penalty: 4351.291504
	Iteration 46Q: 3 clusters Score -714598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -714598.312500 Penalty: 4351.291504
	Iteration 47F: 3 clusters Score -714598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Entering Unmasked Estep 
Score: -756793.375000 Penalty: 2207.943848
	Iteration 0F: 2 clusters Score -756793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -750809.000000 Penalty: 4415.887695
	Iteration 0F: 3 clusters Score -750809 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -752445.812500 Penalty: 4415.887695
	Iteration 1F: 3 clusters Score -752445.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -752823.937500 Penalty: 4415.887695
	Iteration 2F: 3 clusters Score -752823.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -753144.250000 Penalty: 4415.887695
	Iteration 3F: 3 clusters Score -753144.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -753419.937500 Penalty: 4415.887695
	Iteration 4F: 3 clusters Score -753419.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -753704.750000 Penalty: 4415.887695
	Iteration 5F: 3 clusters Score -753704.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -753993.937500 Penalty: 4415.887695
	Iteration 6F: 3 clusters Score -753993.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -754254.250000 Penalty: 4415.887695
	Iteration 7Q: 3 clusters Score -754254.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -754479.562500 Penalty: 4415.887695
	Iteration 8Q: 3 clusters Score -754479.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -754638.000000 Penalty: 4415.887695
	Iteration 9Q: 3 clusters Score -754638 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -754794.312500 Penalty: 4415.887695
	Iteration 10Q: 3 clusters Score -754794.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -754935.437500 Penalty: 4415.887695
	Iteration 11Q: 3 clusters Score -754935.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -755062.500000 Penalty: 4415.887695
	Iteration 12Q: 3 clusters Score -755062.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -755174.437500 Penalty: 4415.887695
	Iteration 13Q: 3 clusters Score -755174.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -755252.812500 Penalty: 4415.887695
	Iteration 14Q: 3 clusters Score -755252.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -755324.687500 Penalty: 4415.887695
	Iteration 15Q: 3 clusters Score -755324.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -755373.750000 Penalty: 4415.887695
	Iteration 16Q: 3 clusters Score -755373.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -755405.312500 Penalty: 4415.887695
	Iteration 17Q: 3 clusters Score -755405.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -755424.125000 Penalty: 4415.887695
	Iteration 18Q: 3 clusters Score -755424.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -755439.750000 Penalty: 4415.887695
	Iteration 19Q: 3 clusters Score -755439.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -755452.875000 Penalty: 4415.887695
	Iteration 20F: 3 clusters Score -755452.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -755459.000000 Penalty: 4415.887695
	Iteration 21Q: 3 clusters Score -755459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -755463.687500 Penalty: 4415.887695
	Iteration 22Q: 3 clusters Score -755463.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -755465.125000 Penalty: 4415.887695
	Iteration 23Q: 3 clusters Score -755465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -755471.062500 Penalty: 4415.887695
	Iteration 24Q: 3 clusters Score -755471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -755472.062500 Penalty: 4415.887695
	Iteration 25Q: 3 clusters Score -755472.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -755474.312500 Penalty: 4415.887695
	Iteration 26Q: 3 clusters Score -755474.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -755477.312500 Penalty: 4415.887695
	Iteration 27Q: 3 clusters Score -755477.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -755479.000000 Penalty: 4415.887695
	Iteration 28Q: 3 clusters Score -755479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -755483.562500 Penalty: 4415.887695
	Iteration 29Q: 3 clusters Score -755483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -755483.312500 Penalty: 4415.887695
	Iteration 30Q: 3 clusters Score -755483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -755484.812500 Penalty: 4415.887695
	Iteration 31Q: 3 clusters Score -755484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -755484.125000 Penalty: 4415.887695
	Iteration 32Q: 3 clusters Score -755484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -755485.562500 Penalty: 4415.887695
	Iteration 33Q: 3 clusters Score -755485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -755485.562500 Penalty: 4415.887695
	Iteration 34F: 3 clusters Score -755485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Entering Unmasked Estep 
Score: -1287889.000000 Penalty: 2323.058838
	Iteration 0F: 2 clusters Score -1287889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1279140.625000 Penalty: 4646.117676
	Iteration 0F: 3 clusters Score -1279141 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1281752.125000 Penalty: 4646.117676
	Iteration 1F: 3 clusters Score -1281752 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1282137.750000 Penalty: 4646.117676
	Iteration 2F: 3 clusters Score -1282138 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1282491.000000 Penalty: 4646.117676
	Iteration 3F: 3 clusters Score -1282491 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1282840.500000 Penalty: 4646.117676
	Iteration 4Q: 3 clusters Score -1282840 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1283219.625000 Penalty: 4646.117676
	Iteration 5F: 3 clusters Score -1283220 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1283611.875000 Penalty: 4646.117676
	Iteration 6F: 3 clusters Score -1283612 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1284043.250000 Penalty: 4646.117676
	Iteration 7F: 3 clusters Score -1284043 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1284489.500000 Penalty: 4646.117676
	Iteration 8F: 3 clusters Score -1284490 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1284906.750000 Penalty: 4646.117676
	Iteration 9F: 3 clusters Score -1284907 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1285335.625000 Penalty: 4646.117676
	Iteration 10Q: 3 clusters Score -1285336 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1285690.250000 Penalty: 4646.117676
	Iteration 11Q: 3 clusters Score -1285690 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1285971.750000 Penalty: 4646.117676
	Iteration 12Q: 3 clusters Score -1285972 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1286189.000000 Penalty: 4646.117676
	Iteration 13Q: 3 clusters Score -1286189 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1286374.250000 Penalty: 4646.117676
	Iteration 14Q: 3 clusters Score -1286374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1286497.000000 Penalty: 4646.117676
	Iteration 15Q: 3 clusters Score -1286497 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1286565.125000 Penalty: 4646.117676
	Iteration 16Q: 3 clusters Score -1286565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1286599.875000 Penalty: 4646.117676
	Iteration 17Q: 3 clusters Score -1286600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1286620.250000 Penalty: 4646.117676
	Iteration 18Q: 3 clusters Score -1286620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1286628.375000 Penalty: 4646.117676
	Iteration 19Q: 3 clusters Score -1286628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1286639.875000 Penalty: 4646.117676
	Iteration 20F: 3 clusters Score -1286640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1286647.000000 Penalty: 4646.117676
	Iteration 21Q: 3 clusters Score -1286647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1286652.875000 Penalty: 4646.117676
	Iteration 22Q: 3 clusters Score -1286653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1286653.375000 Penalty: 4646.117676
	Iteration 23Q: 3 clusters Score -1286653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1286656.625000 Penalty: 4646.117676
	Iteration 24Q: 3 clusters Score -1286657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1286658.375000 Penalty: 4646.117676
	Iteration 25Q: 3 clusters Score -1286658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1286658.375000 Penalty: 4646.117676
	Iteration 26F: 3 clusters Score -1286658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Entering Unmasked Estep 
Score: -1106452.250000 Penalty: 2290.747559
	Iteration 0F: 2 clusters Score -1106452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1098670.125000 Penalty: 4581.495117
	Iteration 0F: 3 clusters Score -1098670 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1100980.125000 Penalty: 4581.495117
	Iteration 1F: 3 clusters Score -1100980 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1101384.250000 Penalty: 4581.495117
	Iteration 2F: 3 clusters Score -1101384 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1101715.000000 Penalty: 4581.495117
	Iteration 3F: 3 clusters Score -1101715 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1102025.500000 Penalty: 4581.495117
	Iteration 4F: 3 clusters Score -1102026 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1102333.000000 Penalty: 4581.495117
	Iteration 5F: 3 clusters Score -1102333 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1102628.625000 Penalty: 4581.495117
	Iteration 6Q: 3 clusters Score -1102629 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1102906.625000 Penalty: 4581.495117
	Iteration 7Q: 3 clusters Score -1102907 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1103151.000000 Penalty: 4581.495117
	Iteration 8Q: 3 clusters Score -1103151 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1103360.250000 Penalty: 4581.495117
	Iteration 9Q: 3 clusters Score -1103360 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1103546.000000 Penalty: 4581.495117
	Iteration 10Q: 3 clusters Score -1103546 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1103707.625000 Penalty: 4581.495117
	Iteration 11Q: 3 clusters Score -1103708 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1103857.500000 Penalty: 4581.495117
	Iteration 12Q: 3 clusters Score -1103858 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1104001.125000 Penalty: 4581.495117
	Iteration 13Q: 3 clusters Score -1104001 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1104104.375000 Penalty: 4581.495117
	Iteration 14Q: 3 clusters Score -1104104 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1104196.250000 Penalty: 4581.495117
	Iteration 15Q: 3 clusters Score -1104196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1104269.375000 Penalty: 4581.495117
	Iteration 16Q: 3 clusters Score -1104269 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1104331.750000 Penalty: 4581.495117
	Iteration 17Q: 3 clusters Score -1104332 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1104392.000000 Penalty: 4581.495117
	Iteration 18Q: 3 clusters Score -1104392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1104430.875000 Penalty: 4581.495117
	Iteration 19Q: 3 clusters Score -1104431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1104474.750000 Penalty: 4581.495117
	Iteration 20F: 3 clusters Score -1104475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1104511.125000 Penalty: 4581.495117
	Iteration 21Q: 3 clusters Score -1104511 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1104548.000000 Penalty: 4581.495117
	Iteration 22Q: 3 clusters Score -1104548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1104585.000000 Penalty: 4581.495117
	Iteration 23Q: 3 clusters Score -1104585 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1104613.125000 Penalty: 4581.495117
	Iteration 24Q: 3 clusters Score -1104613 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1104645.375000 Penalty: 4581.495117
	Iteration 25Q: 3 clusters Score -1104645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1104660.750000 Penalty: 4581.495117
	Iteration 26Q: 3 clusters Score -1104661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1104677.750000 Penalty: 4581.495117
	Iteration 27Q: 3 clusters Score -1104678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1104690.875000 Penalty: 4581.495117
	Iteration 28Q: 3 clusters Score -1104691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1104698.375000 Penalty: 4581.495117
	Iteration 29Q: 3 clusters Score -1104698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1104705.750000 Penalty: 4581.495117
	Iteration 30Q: 3 clusters Score -1104706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1104713.500000 Penalty: 4581.495117
	Iteration 31Q: 3 clusters Score -1104714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1104721.250000 Penalty: 4581.495117
	Iteration 32Q: 3 clusters Score -1104721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1104724.875000 Penalty: 4581.495117
	Iteration 33Q: 3 clusters Score -1104725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1104729.375000 Penalty: 4581.495117
	Iteration 34Q: 3 clusters Score -1104729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1104734.875000 Penalty: 4581.495117
	Iteration 35Q: 3 clusters Score -1104735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1104738.750000 Penalty: 4581.495117
	Iteration 36Q: 3 clusters Score -1104739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1104744.000000 Penalty: 4581.495117
	Iteration 37Q: 3 clusters Score -1104744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1104750.875000 Penalty: 4581.495117
	Iteration 38Q: 3 clusters Score -1104751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1104753.000000 Penalty: 4581.495117
	Iteration 39Q: 3 clusters Score -1104753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1104758.250000 Penalty: 4581.495117
	Iteration 40F: 3 clusters Score -1104758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1104759.125000 Penalty: 4581.495117
	Iteration 41Q: 3 clusters Score -1104759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1104761.125000 Penalty: 4581.495117
	Iteration 42Q: 3 clusters Score -1104761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1104761.125000 Penalty: 4581.495117
	Iteration 43F: 3 clusters Score -1104761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -473121.250000 Penalty: 2085.582764
	Iteration 0F: 2 clusters Score -473121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -468938.906250 Penalty: 4171.165527
	Iteration 0F: 3 clusters Score -468938.9 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -469984.531250 Penalty: 4171.165527
	Iteration 1F: 3 clusters Score -469984.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -470252.593750 Penalty: 4171.165527
	Iteration 2F: 3 clusters Score -470252.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -470505.156250 Penalty: 4171.165527
	Iteration 3F: 3 clusters Score -470505.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -470794.375000 Penalty: 4171.165527
	Iteration 4F: 3 clusters Score -470794.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -471096.843750 Penalty: 4171.165527
	Iteration 5F: 3 clusters Score -471096.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -471391.593750 Penalty: 4171.165527
	Iteration 6F: 3 clusters Score -471391.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -471620.781250 Penalty: 4171.165527
	Iteration 7F: 3 clusters Score -471620.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -471815.468750 Penalty: 4171.165527
	Iteration 8Q: 3 clusters Score -471815.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -471964.875000 Penalty: 4171.165527
	Iteration 9Q: 3 clusters Score -471964.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -472111.062500 Penalty: 4171.165527
	Iteration 10Q: 3 clusters Score -472111.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -472271.937500 Penalty: 4171.165527
	Iteration 11Q: 3 clusters Score -472271.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -472426.343750 Penalty: 4171.165527
	Iteration 12Q: 3 clusters Score -472426.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -472532.781250 Penalty: 4171.165527
	Iteration 13Q: 3 clusters Score -472532.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -472575.437500 Penalty: 4171.165527
	Iteration 14Q: 3 clusters Score -472575.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -472592.656250 Penalty: 4171.165527
	Iteration 15Q: 3 clusters Score -472592.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -472599.312500 Penalty: 4171.165527
	Iteration 16Q: 3 clusters Score -472599.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -472608.281250 Penalty: 4171.165527
	Iteration 17Q: 3 clusters Score -472608.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -472615.062500 Penalty: 4171.165527
	Iteration 18Q: 3 clusters Score -472615.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -472622.156250 Penalty: 4171.165527
	Iteration 19Q: 3 clusters Score -472622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -472627.343750 Penalty: 4171.165527
	Iteration 20F: 3 clusters Score -472627.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -472630.500000 Penalty: 4171.165527
	Iteration 21Q: 3 clusters Score -472630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -472633.093750 Penalty: 4171.165527
	Iteration 22Q: 3 clusters Score -472633.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -472638.093750 Penalty: 4171.165527
	Iteration 23Q: 3 clusters Score -472638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -472640.000000 Penalty: 4171.165527
	Iteration 24Q: 3 clusters Score -472640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -472644.593750 Penalty: 4171.165527
	Iteration 25Q: 3 clusters Score -472644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -472648.843750 Penalty: 4171.165527
	Iteration 26Q: 3 clusters Score -472648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -472649.875000 Penalty: 4171.165527
	Iteration 27Q: 3 clusters Score -472649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -472651.062500 Penalty: 4171.165527
	Iteration 28Q: 3 clusters Score -472651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -472652.531250 Penalty: 4171.165527
	Iteration 29Q: 3 clusters Score -472652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -472652.687500 Penalty: 4171.165527
	Iteration 30Q: 3 clusters Score -472652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -472652.250000 Penalty: 4171.165527
	Iteration 31Q: 3 clusters Score -472652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -472654.531250 Penalty: 4171.165527
	Iteration 32Q: 3 clusters Score -472654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -472654.062500 Penalty: 4171.165527
	Iteration 33Q: 3 clusters Score -472654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -472654.062500 Penalty: 4171.165527
	Iteration 34F: 3 clusters Score -472654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Entering Unmasked Estep 
Score: -1421646.500000 Penalty: 2343.908936
	Iteration 0F: 2 clusters Score -1421646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1412221.500000 Penalty: 4687.817871
	Iteration 0F: 3 clusters Score -1412222 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1415178.250000 Penalty: 4687.817871
	Iteration 1F: 3 clusters Score -1415178 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1415628.375000 Penalty: 4687.817871
	Iteration 2F: 3 clusters Score -1415628 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1416035.125000 Penalty: 4687.817871
	Iteration 3F: 3 clusters Score -1416035 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1416401.375000 Penalty: 4687.817871
	Iteration 4F: 3 clusters Score -1416401 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1416730.625000 Penalty: 4687.817871
	Iteration 5Q: 3 clusters Score -1416731 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1417036.500000 Penalty: 4687.817871
	Iteration 6Q: 3 clusters Score -1417036 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1417353.500000 Penalty: 4687.817871
	Iteration 7Q: 3 clusters Score -1417354 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1417690.375000 Penalty: 4687.817871
	Iteration 8Q: 3 clusters Score -1417690 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1418073.625000 Penalty: 4687.817871
	Iteration 9Q: 3 clusters Score -1418074 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1418504.250000 Penalty: 4687.817871
	Iteration 10Q: 3 clusters Score -1418504 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1418938.125000 Penalty: 4687.817871
	Iteration 11Q: 3 clusters Score -1418938 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1419283.375000 Penalty: 4687.817871
	Iteration 12Q: 3 clusters Score -1419283 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1419468.250000 Penalty: 4687.817871
	Iteration 13Q: 3 clusters Score -1419468 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1419565.625000 Penalty: 4687.817871
	Iteration 14Q: 3 clusters Score -1419566 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1419615.250000 Penalty: 4687.817871
	Iteration 15Q: 3 clusters Score -1419615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1419645.000000 Penalty: 4687.817871
	Iteration 16Q: 3 clusters Score -1419645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1419659.750000 Penalty: 4687.817871
	Iteration 17Q: 3 clusters Score -1419660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1419675.625000 Penalty: 4687.817871
	Iteration 18Q: 3 clusters Score -1419676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1419687.125000 Penalty: 4687.817871
	Iteration 19Q: 3 clusters Score -1419687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1419696.875000 Penalty: 4687.817871
	Iteration 20F: 3 clusters Score -1419697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1419704.625000 Penalty: 4687.817871
	Iteration 21Q: 3 clusters Score -1419705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1419708.625000 Penalty: 4687.817871
	Iteration 22Q: 3 clusters Score -1419709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1419715.125000 Penalty: 4687.817871
	Iteration 23Q: 3 clusters Score -1419715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1419718.625000 Penalty: 4687.817871
	Iteration 24Q: 3 clusters Score -1419719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1419725.625000 Penalty: 4687.817871
	Iteration 25Q: 3 clusters Score -1419726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1419731.375000 Penalty: 4687.817871
	Iteration 26Q: 3 clusters Score -1419731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1419731.500000 Penalty: 4687.817871
	Iteration 27Q: 3 clusters Score -1419732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1419734.125000 Penalty: 4687.817871
	Iteration 28Q: 3 clusters Score -1419734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1419742.375000 Penalty: 4687.817871
	Iteration 29Q: 3 clusters Score -1419742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1419744.625000 Penalty: 4687.817871
	Iteration 30Q: 3 clusters Score -1419745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1419747.125000 Penalty: 4687.817871
	Iteration 31Q: 3 clusters Score -1419747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1419748.375000 Penalty: 4687.817871
	Iteration 32Q: 3 clusters Score -1419748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1419752.250000 Penalty: 4687.817871
	Iteration 33Q: 3 clusters Score -1419752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1419753.500000 Penalty: 4687.817871
	Iteration 34Q: 3 clusters Score -1419754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1419753.250000 Penalty: 4687.817871
	Iteration 35Q: 3 clusters Score -1419753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1419754.625000 Penalty: 4687.817871
	Iteration 36Q: 3 clusters Score -1419755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1419756.750000 Penalty: 4687.817871
	Iteration 37Q: 3 clusters Score -1419757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1419761.750000 Penalty: 4687.817871
	Iteration 38Q: 3 clusters Score -1419762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1419759.750000 Penalty: 4687.817871
	Iteration 39Q: 3 clusters Score -1419760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1419759.250000 Penalty: 4687.817871
	Iteration 40F: 3 clusters Score -1419759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1419758.375000 Penalty: 4687.817871
	Iteration 41Q: 3 clusters Score -1419758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1419757.375000 Penalty: 4687.817871
	Iteration 42Q: 3 clusters Score -1419757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1419758.000000 Penalty: 4687.817871
	Iteration 43Q: 3 clusters Score -1419758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1419758.000000 Penalty: 4687.817871
	Iteration 44F: 3 clusters Score -1419758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Entering Unmasked Estep 
Score: -4625167.000000 Penalty: 2632.127930
	Iteration 0F: 2 clusters Score -4625167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4597539.500000 Penalty: 5264.255859
	Iteration 0F: 3 clusters Score -4597540 nChanged 18736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4607968.500000 Penalty: 5264.255859
	Iteration 1F: 3 clusters Score -4607968 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4608519.500000 Penalty: 5264.255859
	Iteration 2Q: 3 clusters Score -4608520 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4608993.000000 Penalty: 5264.255859
	Iteration 3Q: 3 clusters Score -4608993 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4609490.500000 Penalty: 5264.255859
	Iteration 4Q: 3 clusters Score -4609490 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -4610096.500000 Penalty: 5264.255859
	Iteration 5Q: 3 clusters Score -4610096 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -4610901.000000 Penalty: 5264.255859
	Iteration 6Q: 3 clusters Score -4610901 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4612022.500000 Penalty: 5264.255859
	Iteration 7Q: 3 clusters Score -4612022 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4613622.500000 Penalty: 5264.255859
	Iteration 8F: 3 clusters Score -4613622 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -4615735.500000 Penalty: 5264.255859
	Iteration 9F: 3 clusters Score -4615736 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4618333.000000 Penalty: 5264.255859
	Iteration 10F: 3 clusters Score -4618333 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4620877.500000 Penalty: 5264.255859
	Iteration 11F: 3 clusters Score -4620878 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4622619.500000 Penalty: 5264.255859
	Iteration 12Q: 3 clusters Score -4622620 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4623569.000000 Penalty: 5264.255859
	Iteration 13Q: 3 clusters Score -4623569 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -4624042.000000 Penalty: 5264.255859
	Iteration 14Q: 3 clusters Score -4624042 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -4624242.500000 Penalty: 5264.255859
	Iteration 15Q: 3 clusters Score -4624242 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4624383.000000 Penalty: 5264.255859
	Iteration 16Q: 3 clusters Score -4624383 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4624470.500000 Penalty: 5264.255859
	Iteration 17Q: 3 clusters Score -4624470 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4624520.500000 Penalty: 5264.255859
	Iteration 18Q: 3 clusters Score -4624520 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -4624556.500000 Penalty: 5264.255859
	Iteration 19Q: 3 clusters Score -4624556 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -4624587.000000 Penalty: 5264.255859
	Iteration 20F: 3 clusters Score -4624587 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4624644.000000 Penalty: 5264.255859
	Iteration 21Q: 3 clusters Score -4624644 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4624664.000000 Penalty: 5264.255859
	Iteration 22Q: 3 clusters Score -4624664 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4624691.500000 Penalty: 5264.255859
	Iteration 23Q: 3 clusters Score -4624692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -4624711.000000 Penalty: 5264.255859
	Iteration 24Q: 3 clusters Score -4624711 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4624727.000000 Penalty: 5264.255859
	Iteration 25Q: 3 clusters Score -4624727 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4624726.000000 Penalty: 5264.255859
	Iteration 26Q: 3 clusters Score -4624726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4624734.500000 Penalty: 5264.255859
	Iteration 27Q: 3 clusters Score -4624734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -4624737.500000 Penalty: 5264.255859
	Iteration 28Q: 3 clusters Score -4624738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -4624745.000000 Penalty: 5264.255859
	Iteration 29Q: 3 clusters Score -4624745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4624759.000000 Penalty: 5264.255859
	Iteration 30Q: 3 clusters Score -4624759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4624779.500000 Penalty: 5264.255859
	Iteration 31Q: 3 clusters Score -4624780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -4624772.500000 Penalty: 5264.255859
	Iteration 32Q: 3 clusters Score -4624772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4624785.500000 Penalty: 5264.255859
	Iteration 33Q: 3 clusters Score -4624786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4624788.000000 Penalty: 5264.255859
	Iteration 34Q: 3 clusters Score -4624788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -4624776.500000 Penalty: 5264.255859
	Iteration 35Q: 3 clusters Score -4624776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4624779.500000 Penalty: 5264.255859
	Iteration 36Q: 3 clusters Score -4624780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4624779.500000 Penalty: 5264.255859
	Iteration 37Q: 3 clusters Score -4624780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -4624782.000000 Penalty: 5264.255859
	Iteration 38Q: 3 clusters Score -4624782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4624803.500000 Penalty: 5264.255859
	Iteration 39Q: 3 clusters Score -4624804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -4624811.500000 Penalty: 5264.255859
	Iteration 40F: 3 clusters Score -4624812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4624817.500000 Penalty: 5264.255859
	Iteration 41Q: 3 clusters Score -4624818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4624805.000000 Penalty: 5264.255859
	Iteration 42Q: 3 clusters Score -4624805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4624811.000000 Penalty: 5264.255859
	Iteration 43Q: 3 clusters Score -4624811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4624805.000000 Penalty: 5264.255859
	Iteration 44Q: 3 clusters Score -4624805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4624812.000000 Penalty: 5264.255859
	Iteration 45Q: 3 clusters Score -4624812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4624807.500000 Penalty: 5264.255859
	Iteration 46Q: 3 clusters Score -4624808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4624808.500000 Penalty: 5264.255859
	Iteration 47Q: 3 clusters Score -4624808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4624805.000000 Penalty: 5264.255859
	Iteration 48Q: 3 clusters Score -4624805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4624811.500000 Penalty: 5264.255859
	Iteration 49Q: 3 clusters Score -4624812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4624818.500000 Penalty: 5264.255859
	Iteration 50Q: 3 clusters Score -4624818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4624822.000000 Penalty: 5264.255859
	Iteration 51Q: 3 clusters Score -4624822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4624823.000000 Penalty: 5264.255859
	Iteration 52Q: 3 clusters Score -4624823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4624827.500000 Penalty: 5264.255859
	Iteration 53Q: 3 clusters Score -4624828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4624821.500000 Penalty: 5264.255859
	Iteration 54Q: 3 clusters Score -4624822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4624828.500000 Penalty: 5264.255859
	Iteration 55Q: 3 clusters Score -4624828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4624833.500000 Penalty: 5264.255859
	Iteration 56Q: 3 clusters Score -4624834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4624836.500000 Penalty: 5264.255859
	Iteration 57Q: 3 clusters Score -4624836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -4624836.000000 Penalty: 5264.255859
	Iteration 58Q: 3 clusters Score -4624836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4624836.000000 Penalty: 5264.255859
	Iteration 59Q: 3 clusters Score -4624836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4624837.000000 Penalty: 5264.255859
	Iteration 60F: 3 clusters Score -4624837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4624840.000000 Penalty: 5264.255859
	Iteration 61Q: 3 clusters Score -4624840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -4624845.000000 Penalty: 5264.255859
	Iteration 62Q: 3 clusters Score -4624845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4624838.000000 Penalty: 5264.255859
	Iteration 63Q: 3 clusters Score -4624838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -4624836.000000 Penalty: 5264.255859
	Iteration 64Q: 3 clusters Score -4624836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4624836.500000 Penalty: 5264.255859
	Iteration 65Q: 3 clusters Score -4624836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4624834.000000 Penalty: 5264.255859
	Iteration 66Q: 3 clusters Score -4624834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -4624834.000000 Penalty: 5264.255859
	Iteration 67Q: 3 clusters Score -4624834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4624842.000000 Penalty: 5264.255859
	Iteration 68Q: 3 clusters Score -4624842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -4624840.000000 Penalty: 5264.255859
	Iteration 69Q: 3 clusters Score -4624840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4624841.000000 Penalty: 5264.255859
	Iteration 70Q: 3 clusters Score -4624841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4624837.500000 Penalty: 5264.255859
	Iteration 71Q: 3 clusters Score -4624838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4624838.000000 Penalty: 5264.255859
	Iteration 72Q: 3 clusters Score -4624838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -4624839.500000 Penalty: 5264.255859
	Iteration 73Q: 3 clusters Score -4624840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -4624837.500000 Penalty: 5264.255859
	Iteration 74Q: 3 clusters Score -4624838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -4624837.500000 Penalty: 5264.255859
	Iteration 75F: 3 clusters Score -4624838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Entering Unmasked Estep 
Score: -995351.125000 Penalty: 2262.621582
	Iteration 0F: 2 clusters Score -995351.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -988154.125000 Penalty: 4525.243164
	Iteration 0F: 3 clusters Score -988154.1 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -990309.000000 Penalty: 4525.243164
	Iteration 1F: 3 clusters Score -990309 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -990715.250000 Penalty: 4525.243164
	Iteration 2F: 3 clusters Score -990715.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -991029.687500 Penalty: 4525.243164
	Iteration 3F: 3 clusters Score -991029.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -991315.562500 Penalty: 4525.243164
	Iteration 4F: 3 clusters Score -991315.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -991588.062500 Penalty: 4525.243164
	Iteration 5Q: 3 clusters Score -991588.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -991864.250000 Penalty: 4525.243164
	Iteration 6Q: 3 clusters Score -991864.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -992146.125000 Penalty: 4525.243164
	Iteration 7Q: 3 clusters Score -992146.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -992420.375000 Penalty: 4525.243164
	Iteration 8Q: 3 clusters Score -992420.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -992689.187500 Penalty: 4525.243164
	Iteration 9Q: 3 clusters Score -992689.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -992906.312500 Penalty: 4525.243164
	Iteration 10Q: 3 clusters Score -992906.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -993109.937500 Penalty: 4525.243164
	Iteration 11Q: 3 clusters Score -993109.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -993289.562500 Penalty: 4525.243164
	Iteration 12Q: 3 clusters Score -993289.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -993454.562500 Penalty: 4525.243164
	Iteration 13Q: 3 clusters Score -993454.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -993599.687500 Penalty: 4525.243164
	Iteration 14Q: 3 clusters Score -993599.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -993723.562500 Penalty: 4525.243164
	Iteration 15Q: 3 clusters Score -993723.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -993828.375000 Penalty: 4525.243164
	Iteration 16Q: 3 clusters Score -993828.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -993908.312500 Penalty: 4525.243164
	Iteration 17Q: 3 clusters Score -993908.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -993973.312500 Penalty: 4525.243164
	Iteration 18Q: 3 clusters Score -993973.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -994014.187500 Penalty: 4525.243164
	Iteration 19Q: 3 clusters Score -994014.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -994047.812500 Penalty: 4525.243164
	Iteration 20F: 3 clusters Score -994047.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -994071.312500 Penalty: 4525.243164
	Iteration 21Q: 3 clusters Score -994071.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -994092.062500 Penalty: 4525.243164
	Iteration 22Q: 3 clusters Score -994092.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -994104.500000 Penalty: 4525.243164
	Iteration 23Q: 3 clusters Score -994104.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -994124.437500 Penalty: 4525.243164
	Iteration 24Q: 3 clusters Score -994124.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -994140.937500 Penalty: 4525.243164
	Iteration 25Q: 3 clusters Score -994140.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -994154.687500 Penalty: 4525.243164
	Iteration 26Q: 3 clusters Score -994154.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -994170.562500 Penalty: 4525.243164
	Iteration 27Q: 3 clusters Score -994170.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -994182.562500 Penalty: 4525.243164
	Iteration 28Q: 3 clusters Score -994182.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -994195.562500 Penalty: 4525.243164
	Iteration 29Q: 3 clusters Score -994195.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -994206.812500 Penalty: 4525.243164
	Iteration 30Q: 3 clusters Score -994206.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -994220.437500 Penalty: 4525.243164
	Iteration 31Q: 3 clusters Score -994220.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -994238.437500 Penalty: 4525.243164
	Iteration 32Q: 3 clusters Score -994238.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -994249.562500 Penalty: 4525.243164
	Iteration 33Q: 3 clusters Score -994249.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -994259.625000 Penalty: 4525.243164
	Iteration 34Q: 3 clusters Score -994259.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -994271.562500 Penalty: 4525.243164
	Iteration 35Q: 3 clusters Score -994271.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -994286.625000 Penalty: 4525.243164
	Iteration 36Q: 3 clusters Score -994286.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -994293.937500 Penalty: 4525.243164
	Iteration 37Q: 3 clusters Score -994293.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -994303.437500 Penalty: 4525.243164
	Iteration 38Q: 3 clusters Score -994303.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -994315.250000 Penalty: 4525.243164
	Iteration 39Q: 3 clusters Score -994315.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -994325.250000 Penalty: 4525.243164
	Iteration 40F: 3 clusters Score -994325.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -994335.125000 Penalty: 4525.243164
	Iteration 41Q: 3 clusters Score -994335.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -994346.812500 Penalty: 4525.243164
	Iteration 42Q: 3 clusters Score -994346.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -994361.312500 Penalty: 4525.243164
	Iteration 43Q: 3 clusters Score -994361.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -994374.562500 Penalty: 4525.243164
	Iteration 44Q: 3 clusters Score -994374.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -994391.937500 Penalty: 4525.243164
	Iteration 45Q: 3 clusters Score -994391.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -994404.562500 Penalty: 4525.243164
	Iteration 46Q: 3 clusters Score -994404.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -994416.500000 Penalty: 4525.243164
	Iteration 47Q: 3 clusters Score -994416.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -994427.125000 Penalty: 4525.243164
	Iteration 48Q: 3 clusters Score -994427.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -994437.625000 Penalty: 4525.243164
	Iteration 49Q: 3 clusters Score -994437.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -994442.562500 Penalty: 4525.243164
	Iteration 50Q: 3 clusters Score -994442.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -994443.750000 Penalty: 4525.243164
	Iteration 51Q: 3 clusters Score -994443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -994446.375000 Penalty: 4525.243164
	Iteration 52Q: 3 clusters Score -994446.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -994449.875000 Penalty: 4525.243164
	Iteration 53Q: 3 clusters Score -994449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -994450.812500 Penalty: 4525.243164
	Iteration 54Q: 3 clusters Score -994450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -994451.125000 Penalty: 4525.243164
	Iteration 55Q: 3 clusters Score -994451.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -994451.125000 Penalty: 4525.243164
	Iteration 56F: 3 clusters Score -994451.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Entering Unmasked Estep 
Score: -813958.125000 Penalty: 2209.356201
	Iteration 0F: 2 clusters Score -813958.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -808014.187500 Penalty: 4418.712402
	Iteration 0F: 3 clusters Score -808014.2 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -810055.375000 Penalty: 4418.712402
	Iteration 1F: 3 clusters Score -810055.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -811212.125000 Penalty: 4418.712402
	Iteration 2F: 3 clusters Score -811212.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -812793.750000 Penalty: 4418.712402
	Iteration 3F: 3 clusters Score -812793.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -813955.437500 Penalty: 4418.712402
	Iteration 4F: 3 clusters Score -813955.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -814510.312500 Penalty: 4418.712402
	Iteration 5F: 3 clusters Score -814510.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -814799.812500 Penalty: 4418.712402
	Iteration 6Q: 3 clusters Score -814799.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -815041.812500 Penalty: 4418.712402
	Iteration 7Q: 3 clusters Score -815041.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -815327.125000 Penalty: 4418.712402
	Iteration 8Q: 3 clusters Score -815327.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -815673.312500 Penalty: 4418.712402
	Iteration 9Q: 3 clusters Score -815673.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -815963.687500 Penalty: 4418.712402
	Iteration 10Q: 3 clusters Score -815963.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -816123.562500 Penalty: 4418.712402
	Iteration 11Q: 3 clusters Score -816123.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -816181.937500 Penalty: 4418.712402
	Iteration 12Q: 3 clusters Score -816181.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -816200.437500 Penalty: 4418.712402
	Iteration 13Q: 3 clusters Score -816200.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -816209.312500 Penalty: 4418.712402
	Iteration 14Q: 3 clusters Score -816209.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -816218.625000 Penalty: 4418.712402
	Iteration 15Q: 3 clusters Score -816218.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -816224.437500 Penalty: 4418.712402
	Iteration 16Q: 3 clusters Score -816224.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -816229.750000 Penalty: 4418.712402
	Iteration 17Q: 3 clusters Score -816229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -816231.812500 Penalty: 4418.712402
	Iteration 18Q: 3 clusters Score -816231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -816230.000000 Penalty: 4418.712402
	Iteration 19Q: 3 clusters Score -816230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -816232.312500 Penalty: 4418.712402
	Iteration 20F: 3 clusters Score -816232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -816232.375000 Penalty: 4418.712402
	Iteration 21Q: 3 clusters Score -816232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -816235.375000 Penalty: 4418.712402
	Iteration 22Q: 3 clusters Score -816235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -816235.562500 Penalty: 4418.712402
	Iteration 23Q: 3 clusters Score -816235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -816235.562500 Penalty: 4418.712402
	Iteration 24F: 3 clusters Score -816235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 4808 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4040 members 
Entering Unmasked Estep 
Score: -139284992.000000 Penalty: 209383.000000
Splitting cluster 34 changes total score from -139283936.000000 to -139284992.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 35 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -1032943.437500 Penalty: 2276.942627
	Iteration 0F: 2 clusters Score -1032943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1025418.625000 Penalty: 4553.885254
	Iteration 0F: 3 clusters Score -1025419 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1027699.500000 Penalty: 4553.885254
	Iteration 1F: 3 clusters Score -1027700 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1028109.062500 Penalty: 4553.885254
	Iteration 2F: 3 clusters Score -1028109 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1028582.687500 Penalty: 4553.885254
	Iteration 3F: 3 clusters Score -1028583 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1029103.375000 Penalty: 4553.885254
	Iteration 4F: 3 clusters Score -1029103 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1029571.062500 Penalty: 4553.885254
	Iteration 5F: 3 clusters Score -1029571 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1029927.250000 Penalty: 4553.885254
	Iteration 6F: 3 clusters Score -1029927 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1030193.937500 Penalty: 4553.885254
	Iteration 7Q: 3 clusters Score -1030194 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1030427.500000 Penalty: 4553.885254
	Iteration 8Q: 3 clusters Score -1030428 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1030689.875000 Penalty: 4553.885254
	Iteration 9Q: 3 clusters Score -1030690 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1030970.750000 Penalty: 4553.885254
	Iteration 10Q: 3 clusters Score -1030971 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1031286.500000 Penalty: 4553.885254
	Iteration 11Q: 3 clusters Score -1031286 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1031589.125000 Penalty: 4553.885254
	Iteration 12Q: 3 clusters Score -1031589 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1031846.937500 Penalty: 4553.885254
	Iteration 13Q: 3 clusters Score -1031847 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1032032.875000 Penalty: 4553.885254
	Iteration 14Q: 3 clusters Score -1032033 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1032168.875000 Penalty: 4553.885254
	Iteration 15Q: 3 clusters Score -1032169 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1032256.687500 Penalty: 4553.885254
	Iteration 16Q: 3 clusters Score -1032257 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1032314.000000 Penalty: 4553.885254
	Iteration 17Q: 3 clusters Score -1032314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1032347.062500 Penalty: 4553.885254
	Iteration 18Q: 3 clusters Score -1032347 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1032366.812500 Penalty: 4553.885254
	Iteration 19Q: 3 clusters Score -1032367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1032382.250000 Penalty: 4553.885254
	Iteration 20F: 3 clusters Score -1032382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1032396.125000 Penalty: 4553.885254
	Iteration 21Q: 3 clusters Score -1032396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1032402.750000 Penalty: 4553.885254
	Iteration 22Q: 3 clusters Score -1032403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1032406.500000 Penalty: 4553.885254
	Iteration 23Q: 3 clusters Score -1032406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1032410.250000 Penalty: 4553.885254
	Iteration 24Q: 3 clusters Score -1032410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1032417.312500 Penalty: 4553.885254
	Iteration 25Q: 3 clusters Score -1032417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1032421.875000 Penalty: 4553.885254
	Iteration 26Q: 3 clusters Score -1032422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1032425.125000 Penalty: 4553.885254
	Iteration 27Q: 3 clusters Score -1032425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1032429.500000 Penalty: 4553.885254
	Iteration 28Q: 3 clusters Score -1032430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1032431.062500 Penalty: 4553.885254
	Iteration 29Q: 3 clusters Score -1032431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1032430.625000 Penalty: 4553.885254
	Iteration 30Q: 3 clusters Score -1032431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1032433.250000 Penalty: 4553.885254
	Iteration 31Q: 3 clusters Score -1032433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1032435.062500 Penalty: 4553.885254
	Iteration 32Q: 3 clusters Score -1032435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1032435.750000 Penalty: 4553.885254
	Iteration 33Q: 3 clusters Score -1032436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1032436.437500 Penalty: 4553.885254
	Iteration 34Q: 3 clusters Score -1032436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1032435.312500 Penalty: 4553.885254
	Iteration 35Q: 3 clusters Score -1032435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1032435.000000 Penalty: 4553.885254
	Iteration 36Q: 3 clusters Score -1032435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1032434.000000 Penalty: 4553.885254
	Iteration 37Q: 3 clusters Score -1032434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1032437.187500 Penalty: 4553.885254
	Iteration 38Q: 3 clusters Score -1032437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1032435.875000 Penalty: 4553.885254
	Iteration 39Q: 3 clusters Score -1032436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1032434.625000 Penalty: 4553.885254
	Iteration 40F: 3 clusters Score -1032435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1032434.125000 Penalty: 4553.885254
	Iteration 41Q: 3 clusters Score -1032434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1032434.125000 Penalty: 4553.885254
	Iteration 42F: 3 clusters Score -1032434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Entering Unmasked Estep 
Score: -1307307.000000 Penalty: 2332.848389
	Iteration 0F: 2 clusters Score -1307307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1298279.625000 Penalty: 4665.696777
	Iteration 0F: 3 clusters Score -1298280 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1301153.250000 Penalty: 4665.696777
	Iteration 1F: 3 clusters Score -1301153 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1301603.000000 Penalty: 4665.696777
	Iteration 2F: 3 clusters Score -1301603 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1301996.125000 Penalty: 4665.696777
	Iteration 3F: 3 clusters Score -1301996 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1302347.750000 Penalty: 4665.696777
	Iteration 4F: 3 clusters Score -1302348 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1302688.375000 Penalty: 4665.696777
	Iteration 5Q: 3 clusters Score -1302688 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1302998.125000 Penalty: 4665.696777
	Iteration 6Q: 3 clusters Score -1302998 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1303306.125000 Penalty: 4665.696777
	Iteration 7Q: 3 clusters Score -1303306 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1303630.625000 Penalty: 4665.696777
	Iteration 8Q: 3 clusters Score -1303631 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1303956.875000 Penalty: 4665.696777
	Iteration 9Q: 3 clusters Score -1303957 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1304256.625000 Penalty: 4665.696777
	Iteration 10Q: 3 clusters Score -1304257 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1304517.000000 Penalty: 4665.696777
	Iteration 11Q: 3 clusters Score -1304517 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1304743.750000 Penalty: 4665.696777
	Iteration 12Q: 3 clusters Score -1304744 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1304919.250000 Penalty: 4665.696777
	Iteration 13Q: 3 clusters Score -1304919 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1305045.000000 Penalty: 4665.696777
	Iteration 14Q: 3 clusters Score -1305045 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1305150.000000 Penalty: 4665.696777
	Iteration 15Q: 3 clusters Score -1305150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1305222.875000 Penalty: 4665.696777
	Iteration 16Q: 3 clusters Score -1305223 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1305282.375000 Penalty: 4665.696777
	Iteration 17Q: 3 clusters Score -1305282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1305332.000000 Penalty: 4665.696777
	Iteration 18Q: 3 clusters Score -1305332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1305371.500000 Penalty: 4665.696777
	Iteration 19Q: 3 clusters Score -1305372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1305406.625000 Penalty: 4665.696777
	Iteration 20F: 3 clusters Score -1305407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1305432.625000 Penalty: 4665.696777
	Iteration 21Q: 3 clusters Score -1305433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1305452.375000 Penalty: 4665.696777
	Iteration 22Q: 3 clusters Score -1305452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1305455.750000 Penalty: 4665.696777
	Iteration 23Q: 3 clusters Score -1305456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1305461.250000 Penalty: 4665.696777
	Iteration 24Q: 3 clusters Score -1305461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1305466.500000 Penalty: 4665.696777
	Iteration 25Q: 3 clusters Score -1305466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1305467.500000 Penalty: 4665.696777
	Iteration 26Q: 3 clusters Score -1305468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1305468.500000 Penalty: 4665.696777
	Iteration 27Q: 3 clusters Score -1305468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1305469.500000 Penalty: 4665.696777
	Iteration 28Q: 3 clusters Score -1305470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1305470.625000 Penalty: 4665.696777
	Iteration 29Q: 3 clusters Score -1305471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1305470.250000 Penalty: 4665.696777
	Iteration 30Q: 3 clusters Score -1305470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1305471.750000 Penalty: 4665.696777
	Iteration 31Q: 3 clusters Score -1305472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1305471.000000 Penalty: 4665.696777
	Iteration 32Q: 3 clusters Score -1305471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1305471.000000 Penalty: 4665.696777
	Iteration 33F: 3 clusters Score -1305471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Entering Unmasked Estep 
Score: -750452.437500 Penalty: 2187.606689
	Iteration 0F: 2 clusters Score -750452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -744877.625000 Penalty: 4375.213379
	Iteration 0F: 3 clusters Score -744877.6 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -746343.687500 Penalty: 4375.213379
	Iteration 1F: 3 clusters Score -746343.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -746629.437500 Penalty: 4375.213379
	Iteration 2F: 3 clusters Score -746629.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -746906.875000 Penalty: 4375.213379
	Iteration 3F: 3 clusters Score -746906.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -747213.437500 Penalty: 4375.213379
	Iteration 4F: 3 clusters Score -747213.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -747631.625000 Penalty: 4375.213379
	Iteration 5F: 3 clusters Score -747631.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -748102.250000 Penalty: 4375.213379
	Iteration 6F: 3 clusters Score -748102.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -748641.812500 Penalty: 4375.213379
	Iteration 7F: 3 clusters Score -748641.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -749128.750000 Penalty: 4375.213379
	Iteration 8F: 3 clusters Score -749128.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -749515.625000 Penalty: 4375.213379
	Iteration 9F: 3 clusters Score -749515.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -749761.000000 Penalty: 4375.213379
	Iteration 10Q: 3 clusters Score -749761 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -749865.312500 Penalty: 4375.213379
	Iteration 11Q: 3 clusters Score -749865.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -749920.687500 Penalty: 4375.213379
	Iteration 12Q: 3 clusters Score -749920.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -749954.937500 Penalty: 4375.213379
	Iteration 13Q: 3 clusters Score -749954.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -749986.375000 Penalty: 4375.213379
	Iteration 14Q: 3 clusters Score -749986.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -750012.625000 Penalty: 4375.213379
	Iteration 15Q: 3 clusters Score -750012.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -750030.625000 Penalty: 4375.213379
	Iteration 16Q: 3 clusters Score -750030.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -750043.437500 Penalty: 4375.213379
	Iteration 17Q: 3 clusters Score -750043.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -750054.250000 Penalty: 4375.213379
	Iteration 18Q: 3 clusters Score -750054.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -750060.312500 Penalty: 4375.213379
	Iteration 19Q: 3 clusters Score -750060.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -750062.375000 Penalty: 4375.213379
	Iteration 20F: 3 clusters Score -750062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -750064.562500 Penalty: 4375.213379
	Iteration 21Q: 3 clusters Score -750064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -750064.000000 Penalty: 4375.213379
	Iteration 22Q: 3 clusters Score -750064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -750061.812500 Penalty: 4375.213379
	Iteration 23Q: 3 clusters Score -750061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -750063.187500 Penalty: 4375.213379
	Iteration 24Q: 3 clusters Score -750063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -750065.125000 Penalty: 4375.213379
	Iteration 25Q: 3 clusters Score -750065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -750064.812500 Penalty: 4375.213379
	Iteration 26Q: 3 clusters Score -750064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -750066.437500 Penalty: 4375.213379
	Iteration 27Q: 3 clusters Score -750066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -750066.312500 Penalty: 4375.213379
	Iteration 28Q: 3 clusters Score -750066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -750065.875000 Penalty: 4375.213379
	Iteration 29Q: 3 clusters Score -750065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -750065.875000 Penalty: 4375.213379
	Iteration 30F: 3 clusters Score -750065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -107077.734375 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -107077.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105093.335938 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -105093.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105587.273438 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -105587.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106080.570312 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -106080.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -106542.476562 Penalty: 3476.666748
	Iteration 3F: 3 clusters Score -106542.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107096.164062 Penalty: 3476.666748
	Iteration 4F: 3 clusters Score -107096.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107583.226562 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -107583.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107907.523438 Penalty: 3476.666748
	Iteration 6F: 3 clusters Score -107907.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108234.375000 Penalty: 3476.666748
	Iteration 7F: 3 clusters Score -108234.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -108498.101562 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -108498.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108881.718750 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -108881.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108920.218750 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -108920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108955.539062 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -108955.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108971.015625 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -108971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -108974.984375 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -108975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -108981.421875 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -108981.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -108993.148438 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -108993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -109018.226562 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -109018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -109045.828125 Penalty: 3476.666748
	Iteration 17Q: 3 clusters Score -109045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -109062.054688 Penalty: 3476.666748
	Iteration 18Q: 3 clusters Score -109062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -109090.640625 Penalty: 3476.666748
	Iteration 19Q: 3 clusters Score -109090.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -109171.984375 Penalty: 3476.666748
	Iteration 20F: 3 clusters Score -109172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -109419.968750 Penalty: 3476.666748
	Iteration 21Q: 3 clusters Score -109420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109639.679688 Penalty: 3476.666748
	Iteration 22Q: 3 clusters Score -109639.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109639.679688 Penalty: 3476.666748
	Iteration 23F: 3 clusters Score -109639.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 4808 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4040 members 
Mstep: Class 61 contains 280 members 
Entering Unmasked Estep 
Score: -139285888.000000 Penalty: 212872.718750
Splitting cluster 38 changes total score from -139283936.000000 to -139285888.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 39 (4808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Entering Unmasked Estep 
Score: -429850.156250 Penalty: 2102.553223
	Iteration 0F: 2 clusters Score -429850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -425578.437500 Penalty: 4205.106445
	Iteration 0F: 3 clusters Score -425578.4 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -427410.218750 Penalty: 4205.106445
	Iteration 1F: 3 clusters Score -427410.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -428226.468750 Penalty: 4205.106445
	Iteration 2F: 3 clusters Score -428226.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -428760.937500 Penalty: 4205.106445
	Iteration 3F: 3 clusters Score -428760.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -429108.656250 Penalty: 4205.106445
	Iteration 4F: 3 clusters Score -429108.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -429328.468750 Penalty: 4205.106445
	Iteration 5Q: 3 clusters Score -429328.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -429462.843750 Penalty: 4205.106445
	Iteration 6Q: 3 clusters Score -429462.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -429537.406250 Penalty: 4205.106445
	Iteration 7Q: 3 clusters Score -429537.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -429581.250000 Penalty: 4205.106445
	Iteration 8Q: 3 clusters Score -429581.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -429608.156250 Penalty: 4205.106445
	Iteration 9Q: 3 clusters Score -429608.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -429623.312500 Penalty: 4205.106445
	Iteration 10Q: 3 clusters Score -429623.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -429638.375000 Penalty: 4205.106445
	Iteration 11Q: 3 clusters Score -429638.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -429660.781250 Penalty: 4205.106445
	Iteration 12Q: 3 clusters Score -429660.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -429684.812500 Penalty: 4205.106445
	Iteration 13Q: 3 clusters Score -429684.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -429705.031250 Penalty: 4205.106445
	Iteration 14Q: 3 clusters Score -429705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -429717.406250 Penalty: 4205.106445
	Iteration 15Q: 3 clusters Score -429717.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -429724.312500 Penalty: 4205.106445
	Iteration 16Q: 3 clusters Score -429724.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -429731.312500 Penalty: 4205.106445
	Iteration 17Q: 3 clusters Score -429731.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -429736.906250 Penalty: 4205.106445
	Iteration 18Q: 3 clusters Score -429736.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -429741.312500 Penalty: 4205.106445
	Iteration 19Q: 3 clusters Score -429741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -429745.937500 Penalty: 4205.106445
	Iteration 20F: 3 clusters Score -429745.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -429749.531250 Penalty: 4205.106445
	Iteration 21Q: 3 clusters Score -429749.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -429751.812500 Penalty: 4205.106445
	Iteration 22Q: 3 clusters Score -429751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -429753.312500 Penalty: 4205.106445
	Iteration 23Q: 3 clusters Score -429753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -429755.218750 Penalty: 4205.106445
	Iteration 24Q: 3 clusters Score -429755.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -429757.593750 Penalty: 4205.106445
	Iteration 25Q: 3 clusters Score -429757.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -429759.718750 Penalty: 4205.106445
	Iteration 26Q: 3 clusters Score -429759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -429762.500000 Penalty: 4205.106445
	Iteration 27Q: 3 clusters Score -429762.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -429767.937500 Penalty: 4205.106445
	Iteration 28Q: 3 clusters Score -429767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -429768.875000 Penalty: 4205.106445
	Iteration 29Q: 3 clusters Score -429768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -429771.281250 Penalty: 4205.106445
	Iteration 30Q: 3 clusters Score -429771.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -429772.875000 Penalty: 4205.106445
	Iteration 31Q: 3 clusters Score -429772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -429773.812500 Penalty: 4205.106445
	Iteration 32Q: 3 clusters Score -429773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -429774.125000 Penalty: 4205.106445
	Iteration 33Q: 3 clusters Score -429774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -429775.375000 Penalty: 4205.106445
	Iteration 34Q: 3 clusters Score -429775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -429775.937500 Penalty: 4205.106445
	Iteration 35Q: 3 clusters Score -429775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -429776.343750 Penalty: 4205.106445
	Iteration 36Q: 3 clusters Score -429776.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -429777.656250 Penalty: 4205.106445
	Iteration 37Q: 3 clusters Score -429777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -429778.218750 Penalty: 4205.106445
	Iteration 38Q: 3 clusters Score -429778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -429778.000000 Penalty: 4205.106445
	Iteration 39Q: 3 clusters Score -429778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -429780.625000 Penalty: 4205.106445
	Iteration 40F: 3 clusters Score -429780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -429782.187500 Penalty: 4205.106445
	Iteration 41Q: 3 clusters Score -429782.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -429787.093750 Penalty: 4205.106445
	Iteration 42Q: 3 clusters Score -429787.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -429792.687500 Penalty: 4205.106445
	Iteration 43Q: 3 clusters Score -429792.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -429796.437500 Penalty: 4205.106445
	Iteration 44Q: 3 clusters Score -429796.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -429799.468750 Penalty: 4205.106445
	Iteration 45Q: 3 clusters Score -429799.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -429806.468750 Penalty: 4205.106445
	Iteration 46Q: 3 clusters Score -429806.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -429810.093750 Penalty: 4205.106445
	Iteration 47Q: 3 clusters Score -429810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -429814.968750 Penalty: 4205.106445
	Iteration 48Q: 3 clusters Score -429815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -429823.718750 Penalty: 4205.106445
	Iteration 49Q: 3 clusters Score -429823.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -429836.593750 Penalty: 4205.106445
	Iteration 50Q: 3 clusters Score -429836.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -429841.812500 Penalty: 4205.106445
	Iteration 51Q: 3 clusters Score -429841.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -429846.312500 Penalty: 4205.106445
	Iteration 52Q: 3 clusters Score -429846.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -429851.687500 Penalty: 4205.106445
	Iteration 53Q: 3 clusters Score -429851.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -429859.156250 Penalty: 4205.106445
	Iteration 54Q: 3 clusters Score -429859.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -429870.031250 Penalty: 4205.106445
	Iteration 55Q: 3 clusters Score -429870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -429879.656250 Penalty: 4205.106445
	Iteration 56Q: 3 clusters Score -429879.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -429890.187500 Penalty: 4205.106445
	Iteration 57Q: 3 clusters Score -429890.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -429910.531250 Penalty: 4205.106445
	Iteration 58Q: 3 clusters Score -429910.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -429930.500000 Penalty: 4205.106445
	Iteration 59Q: 3 clusters Score -429930.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -429948.593750 Penalty: 4205.106445
	Iteration 60F: 3 clusters Score -429948.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -429977.562500 Penalty: 4205.106445
	Iteration 61Q: 3 clusters Score -429977.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -430030.750000 Penalty: 4205.106445
	Iteration 62Q: 3 clusters Score -430030.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -430116.531250 Penalty: 4205.106445
	Iteration 63Q: 3 clusters Score -430116.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -430201.281250 Penalty: 4205.106445
	Iteration 64Q: 3 clusters Score -430201.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -430316.531250 Penalty: 4205.106445
	Iteration 65Q: 3 clusters Score -430316.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -430387.656250 Penalty: 4205.106445
	Iteration 66Q: 3 clusters Score -430387.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -430436.656250 Penalty: 4205.106445
	Iteration 67Q: 3 clusters Score -430436.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -430463.500000 Penalty: 4205.106445
	Iteration 68Q: 3 clusters Score -430463.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -430473.875000 Penalty: 4205.106445
	Iteration 69Q: 3 clusters Score -430473.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -430481.781250 Penalty: 4205.106445
	Iteration 70Q: 3 clusters Score -430481.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -430499.031250 Penalty: 4205.106445
	Iteration 71Q: 3 clusters Score -430499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -430505.968750 Penalty: 4205.106445
	Iteration 72Q: 3 clusters Score -430506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -430508.906250 Penalty: 4205.106445
	Iteration 73Q: 3 clusters Score -430508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -430512.437500 Penalty: 4205.106445
	Iteration 74Q: 3 clusters Score -430512.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -430514.656250 Penalty: 4205.106445
	Iteration 75Q: 3 clusters Score -430514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -430516.375000 Penalty: 4205.106445
	Iteration 76Q: 3 clusters Score -430516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -430517.312500 Penalty: 4205.106445
	Iteration 77Q: 3 clusters Score -430517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -430519.906250 Penalty: 4205.106445
	Iteration 78Q: 3 clusters Score -430519.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -430521.312500 Penalty: 4205.106445
	Iteration 79Q: 3 clusters Score -430521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -430522.968750 Penalty: 4205.106445
	Iteration 80F: 3 clusters Score -430523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -430523.250000 Penalty: 4205.106445
	Iteration 81Q: 3 clusters Score -430523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -430524.250000 Penalty: 4205.106445
	Iteration 82Q: 3 clusters Score -430524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -430526.218750 Penalty: 4205.106445
	Iteration 83Q: 3 clusters Score -430526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -430529.406250 Penalty: 4205.106445
	Iteration 84Q: 3 clusters Score -430529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -430530.656250 Penalty: 4205.106445
	Iteration 85Q: 3 clusters Score -430530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -430531.687500 Penalty: 4205.106445
	Iteration 86Q: 3 clusters Score -430531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -430531.093750 Penalty: 4205.106445
	Iteration 87Q: 3 clusters Score -430531.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -430531.093750 Penalty: 4205.106445
	Iteration 88F: 3 clusters Score -430531.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 1824 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 1090 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4040 members 
Mstep: Class 61 contains 280 members 
Mstep: Class 62 contains 2984 members 
Entering Unmasked Estep 
Score: -139285248.000000 Penalty: 216362.421875
Splitting cluster 39 changes total score from -139283936.000000 to -139285248.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 40 (8186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Entering Unmasked Estep 
Score: -850214.937500 Penalty: 2234.524658
	Iteration 0F: 2 clusters Score -850214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -843782.937500 Penalty: 4469.049316
	Iteration 0F: 3 clusters Score -843782.9 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -845547.500000 Penalty: 4469.049316
	Iteration 1F: 3 clusters Score -845547.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -845873.062500 Penalty: 4469.049316
	Iteration 2F: 3 clusters Score -845873.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -846120.062500 Penalty: 4469.049316
	Iteration 3F: 3 clusters Score -846120.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -846382.812500 Penalty: 4469.049316
	Iteration 4Q: 3 clusters Score -846382.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -846698.562500 Penalty: 4469.049316
	Iteration 5Q: 3 clusters Score -846698.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -847160.500000 Penalty: 4469.049316
	Iteration 6F: 3 clusters Score -847160.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -847848.937500 Penalty: 4469.049316
	Iteration 7F: 3 clusters Score -847848.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -848472.812500 Penalty: 4469.049316
	Iteration 8F: 3 clusters Score -848472.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -848870.687500 Penalty: 4469.049316
	Iteration 9F: 3 clusters Score -848870.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -849100.312500 Penalty: 4469.049316
	Iteration 10Q: 3 clusters Score -849100.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -849250.375000 Penalty: 4469.049316
	Iteration 11Q: 3 clusters Score -849250.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -849347.062500 Penalty: 4469.049316
	Iteration 12Q: 3 clusters Score -849347.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -849410.375000 Penalty: 4469.049316
	Iteration 13Q: 3 clusters Score -849410.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -849450.125000 Penalty: 4469.049316
	Iteration 14Q: 3 clusters Score -849450.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -849481.812500 Penalty: 4469.049316
	Iteration 15Q: 3 clusters Score -849481.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -849507.875000 Penalty: 4469.049316
	Iteration 16Q: 3 clusters Score -849507.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -849533.187500 Penalty: 4469.049316
	Iteration 17Q: 3 clusters Score -849533.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -849554.250000 Penalty: 4469.049316
	Iteration 18Q: 3 clusters Score -849554.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -849574.125000 Penalty: 4469.049316
	Iteration 19Q: 3 clusters Score -849574.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -849588.375000 Penalty: 4469.049316
	Iteration 20F: 3 clusters Score -849588.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -849601.687500 Penalty: 4469.049316
	Iteration 21Q: 3 clusters Score -849601.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -849618.625000 Penalty: 4469.049316
	Iteration 22Q: 3 clusters Score -849618.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -849639.375000 Penalty: 4469.049316
	Iteration 23Q: 3 clusters Score -849639.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -849662.750000 Penalty: 4469.049316
	Iteration 24Q: 3 clusters Score -849662.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -849686.437500 Penalty: 4469.049316
	Iteration 25Q: 3 clusters Score -849686.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -849713.750000 Penalty: 4469.049316
	Iteration 26Q: 3 clusters Score -849713.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -849763.312500 Penalty: 4469.049316
	Iteration 27Q: 3 clusters Score -849763.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -849806.625000 Penalty: 4469.049316
	Iteration 28Q: 3 clusters Score -849806.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -849845.812500 Penalty: 4469.049316
	Iteration 29Q: 3 clusters Score -849845.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -849872.250000 Penalty: 4469.049316
	Iteration 30Q: 3 clusters Score -849872.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -849892.437500 Penalty: 4469.049316
	Iteration 31Q: 3 clusters Score -849892.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -849909.125000 Penalty: 4469.049316
	Iteration 32Q: 3 clusters Score -849909.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -849924.187500 Penalty: 4469.049316
	Iteration 33Q: 3 clusters Score -849924.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -849935.687500 Penalty: 4469.049316
	Iteration 34Q: 3 clusters Score -849935.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -849949.312500 Penalty: 4469.049316
	Iteration 35Q: 3 clusters Score -849949.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -849956.875000 Penalty: 4469.049316
	Iteration 36Q: 3 clusters Score -849956.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -849961.125000 Penalty: 4469.049316
	Iteration 37Q: 3 clusters Score -849961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -849962.687500 Penalty: 4469.049316
	Iteration 38Q: 3 clusters Score -849962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -849963.312500 Penalty: 4469.049316
	Iteration 39Q: 3 clusters Score -849963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -849964.562500 Penalty: 4469.049316
	Iteration 40F: 3 clusters Score -849964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -849964.000000 Penalty: 4469.049316
	Iteration 41Q: 3 clusters Score -849964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -849963.500000 Penalty: 4469.049316
	Iteration 42Q: 3 clusters Score -849963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -849963.500000 Penalty: 4469.049316
	Iteration 43F: 3 clusters Score -849963.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -111887.445312 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -111887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109892.117188 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -109892.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110293.367188 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -110293.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110427.867188 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -110427.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -110528.000000 Penalty: 3468.990967
	Iteration 3Q: 3 clusters Score -110528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110647.796875 Penalty: 3468.990967
	Iteration 4Q: 3 clusters Score -110647.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110752.843750 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -110752.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -110876.531250 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -110876.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -111150.156250 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -111150.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111758.710938 Penalty: 3468.990967
	Iteration 8F: 3 clusters Score -111758.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -112110.414062 Penalty: 3468.990967
	Iteration 9F: 3 clusters Score -112110.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -112275.664062 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -112275.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112335.546875 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -112335.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -112371.523438 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -112371.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -112388.843750 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -112388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -112396.937500 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -112396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -112413.117188 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -112413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -112427.343750 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -112427.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -112439.460938 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -112439.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -112461.070312 Penalty: 3468.990967
	Iteration 18Q: 3 clusters Score -112461.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112471.640625 Penalty: 3468.990967
	Iteration 19Q: 3 clusters Score -112471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -112487.882812 Penalty: 3468.990967
	Iteration 20F: 3 clusters Score -112487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -112528.000000 Penalty: 3468.990967
	Iteration 21Q: 3 clusters Score -112528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -112622.445312 Penalty: 3468.990967
	Iteration 22Q: 3 clusters Score -112622.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -112757.156250 Penalty: 3468.990967
	Iteration 23Q: 3 clusters Score -112757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -112759.914062 Penalty: 3468.990967
	Iteration 24Q: 3 clusters Score -112759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -112759.914062 Penalty: 3468.990967
	Iteration 25F: 3 clusters Score -112759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 1824 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 305 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4040 members 
Mstep: Class 61 contains 280 members 
Mstep: Class 62 contains 2984 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
Score: -139284352.000000 Penalty: 219852.140625
Splitting cluster 41 changes total score from -139283936.000000 to -139284352.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 42 (9105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Entering Unmasked Estep 
Score: -959226.062500 Penalty: 2260.911621
	Iteration 0F: 2 clusters Score -959226.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -952110.562500 Penalty: 4521.823242
	Iteration 0F: 3 clusters Score -952110.6 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -954217.750000 Penalty: 4521.823242
	Iteration 1F: 3 clusters Score -954217.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -954624.687500 Penalty: 4521.823242
	Iteration 2F: 3 clusters Score -954624.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -955011.187500 Penalty: 4521.823242
	Iteration 3F: 3 clusters Score -955011.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -955356.437500 Penalty: 4521.823242
	Iteration 4F: 3 clusters Score -955356.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -955627.937500 Penalty: 4521.823242
	Iteration 5F: 3 clusters Score -955627.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -955842.625000 Penalty: 4521.823242
	Iteration 6Q: 3 clusters Score -955842.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -956042.125000 Penalty: 4521.823242
	Iteration 7Q: 3 clusters Score -956042.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -956226.312500 Penalty: 4521.823242
	Iteration 8Q: 3 clusters Score -956226.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -956410.687500 Penalty: 4521.823242
	Iteration 9Q: 3 clusters Score -956410.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -956604.125000 Penalty: 4521.823242
	Iteration 10Q: 3 clusters Score -956604.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -956774.437500 Penalty: 4521.823242
	Iteration 11Q: 3 clusters Score -956774.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -956909.625000 Penalty: 4521.823242
	Iteration 12Q: 3 clusters Score -956909.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -957001.625000 Penalty: 4521.823242
	Iteration 13Q: 3 clusters Score -957001.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -957076.812500 Penalty: 4521.823242
	Iteration 14Q: 3 clusters Score -957076.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -957151.437500 Penalty: 4521.823242
	Iteration 15Q: 3 clusters Score -957151.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -957206.000000 Penalty: 4521.823242
	Iteration 16Q: 3 clusters Score -957206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -957257.375000 Penalty: 4521.823242
	Iteration 17Q: 3 clusters Score -957257.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -957296.312500 Penalty: 4521.823242
	Iteration 18Q: 3 clusters Score -957296.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -957329.437500 Penalty: 4521.823242
	Iteration 19Q: 3 clusters Score -957329.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -957351.562500 Penalty: 4521.823242
	Iteration 20F: 3 clusters Score -957351.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -957373.812500 Penalty: 4521.823242
	Iteration 21Q: 3 clusters Score -957373.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -957396.625000 Penalty: 4521.823242
	Iteration 22Q: 3 clusters Score -957396.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -957421.625000 Penalty: 4521.823242
	Iteration 23Q: 3 clusters Score -957421.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -957451.312500 Penalty: 4521.823242
	Iteration 24Q: 3 clusters Score -957451.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -957495.687500 Penalty: 4521.823242
	Iteration 25Q: 3 clusters Score -957495.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -957536.437500 Penalty: 4521.823242
	Iteration 26Q: 3 clusters Score -957536.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -957569.750000 Penalty: 4521.823242
	Iteration 27Q: 3 clusters Score -957569.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -957609.625000 Penalty: 4521.823242
	Iteration 28Q: 3 clusters Score -957609.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -957656.000000 Penalty: 4521.823242
	Iteration 29Q: 3 clusters Score -957656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -957685.875000 Penalty: 4521.823242
	Iteration 30Q: 3 clusters Score -957685.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -957716.500000 Penalty: 4521.823242
	Iteration 31Q: 3 clusters Score -957716.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -957741.250000 Penalty: 4521.823242
	Iteration 32Q: 3 clusters Score -957741.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -957761.812500 Penalty: 4521.823242
	Iteration 33Q: 3 clusters Score -957761.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -957780.562500 Penalty: 4521.823242
	Iteration 34Q: 3 clusters Score -957780.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -957798.687500 Penalty: 4521.823242
	Iteration 35Q: 3 clusters Score -957798.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -957809.250000 Penalty: 4521.823242
	Iteration 36Q: 3 clusters Score -957809.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -957812.625000 Penalty: 4521.823242
	Iteration 37Q: 3 clusters Score -957812.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -957819.812500 Penalty: 4521.823242
	Iteration 38Q: 3 clusters Score -957819.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -957824.312500 Penalty: 4521.823242
	Iteration 39Q: 3 clusters Score -957824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -957829.625000 Penalty: 4521.823242
	Iteration 40F: 3 clusters Score -957829.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -957833.062500 Penalty: 4521.823242
	Iteration 41Q: 3 clusters Score -957833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -957831.812500 Penalty: 4521.823242
	Iteration 42Q: 3 clusters Score -957831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -957836.062500 Penalty: 4521.823242
	Iteration 43Q: 3 clusters Score -957836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -957837.062500 Penalty: 4521.823242
	Iteration 44Q: 3 clusters Score -957837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -957836.875000 Penalty: 4521.823242
	Iteration 45Q: 3 clusters Score -957836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -957836.937500 Penalty: 4521.823242
	Iteration 46Q: 3 clusters Score -957836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -957838.750000 Penalty: 4521.823242
	Iteration 47Q: 3 clusters Score -957838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -957840.687500 Penalty: 4521.823242
	Iteration 48Q: 3 clusters Score -957840.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -957844.875000 Penalty: 4521.823242
	Iteration 49Q: 3 clusters Score -957844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -957846.000000 Penalty: 4521.823242
	Iteration 50Q: 3 clusters Score -957846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -957847.437500 Penalty: 4521.823242
	Iteration 51Q: 3 clusters Score -957847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -957848.000000 Penalty: 4521.823242
	Iteration 52Q: 3 clusters Score -957848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -957848.812500 Penalty: 4521.823242
	Iteration 53Q: 3 clusters Score -957848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -957850.375000 Penalty: 4521.823242
	Iteration 54Q: 3 clusters Score -957850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -957851.437500 Penalty: 4521.823242
	Iteration 55Q: 3 clusters Score -957851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -957851.437500 Penalty: 4521.823242
	Iteration 56Q: 3 clusters Score -957851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -957851.437500 Penalty: 4521.823242
	Iteration 57F: 3 clusters Score -957851.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Entering Unmasked Estep 
Score: -765281.312500 Penalty: 2204.958496
	Iteration 0F: 2 clusters Score -765281.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -759336.375000 Penalty: 4409.916992
	Iteration 0F: 3 clusters Score -759336.4 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -760945.062500 Penalty: 4409.916992
	Iteration 1F: 3 clusters Score -760945.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -761180.000000 Penalty: 4409.916992
	Iteration 2F: 3 clusters Score -761180 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -761344.750000 Penalty: 4409.916992
	Iteration 3F: 3 clusters Score -761344.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -761507.250000 Penalty: 4409.916992
	Iteration 4Q: 3 clusters Score -761507.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -761707.437500 Penalty: 4409.916992
	Iteration 5Q: 3 clusters Score -761707.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -762030.625000 Penalty: 4409.916992
	Iteration 6F: 3 clusters Score -762030.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -762537.250000 Penalty: 4409.916992
	Iteration 7F: 3 clusters Score -762537.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -763165.937500 Penalty: 4409.916992
	Iteration 8F: 3 clusters Score -763165.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -763789.187500 Penalty: 4409.916992
	Iteration 9F: 3 clusters Score -763789.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -764400.750000 Penalty: 4409.916992
	Iteration 10F: 3 clusters Score -764400.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -764797.187500 Penalty: 4409.916992
	Iteration 11Q: 3 clusters Score -764797.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -764990.750000 Penalty: 4409.916992
	Iteration 12Q: 3 clusters Score -764990.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -765079.187500 Penalty: 4409.916992
	Iteration 13Q: 3 clusters Score -765079.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -765109.625000 Penalty: 4409.916992
	Iteration 14Q: 3 clusters Score -765109.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -765135.562500 Penalty: 4409.916992
	Iteration 15Q: 3 clusters Score -765135.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -765151.375000 Penalty: 4409.916992
	Iteration 16Q: 3 clusters Score -765151.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -765161.062500 Penalty: 4409.916992
	Iteration 17Q: 3 clusters Score -765161.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -765171.812500 Penalty: 4409.916992
	Iteration 18Q: 3 clusters Score -765171.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -765178.500000 Penalty: 4409.916992
	Iteration 19Q: 3 clusters Score -765178.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -765186.250000 Penalty: 4409.916992
	Iteration 20F: 3 clusters Score -765186.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -765188.125000 Penalty: 4409.916992
	Iteration 21Q: 3 clusters Score -765188.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -765186.250000 Penalty: 4409.916992
	Iteration 22Q: 3 clusters Score -765186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -765187.875000 Penalty: 4409.916992
	Iteration 23Q: 3 clusters Score -765187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -765188.375000 Penalty: 4409.916992
	Iteration 24Q: 3 clusters Score -765188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -765188.375000 Penalty: 4409.916992
	Iteration 25F: 3 clusters Score -765188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (53542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Entering Unmasked Estep 
Score: -6095429.000000 Penalty: 2700.279053
	Iteration 0F: 2 clusters Score -6095429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -6059457.000000 Penalty: 5400.558105
	Iteration 0F: 3 clusters Score -6059457 nChanged 24748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6073157.500000 Penalty: 5400.558105
	Iteration 1F: 3 clusters Score -6073158 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -6073850.500000 Penalty: 5400.558105
	Iteration 2Q: 3 clusters Score -6073850 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -6074646.000000 Penalty: 5400.558105
	Iteration 3Q: 3 clusters Score -6074646 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -6075802.500000 Penalty: 5400.558105
	Iteration 4Q: 3 clusters Score -6075802 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6077365.500000 Penalty: 5400.558105
	Iteration 5F: 3 clusters Score -6077366 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -6079387.500000 Penalty: 5400.558105
	Iteration 6F: 3 clusters Score -6079388 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -6082047.000000 Penalty: 5400.558105
	Iteration 7F: 3 clusters Score -6082047 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -6084913.500000 Penalty: 5400.558105
	Iteration 8F: 3 clusters Score -6084914 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -6087763.000000 Penalty: 5400.558105
	Iteration 9F: 3 clusters Score -6087763 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -6090013.000000 Penalty: 5400.558105
	Iteration 10Q: 3 clusters Score -6090013 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -6091516.500000 Penalty: 5400.558105
	Iteration 11Q: 3 clusters Score -6091516 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -6092273.000000 Penalty: 5400.558105
	Iteration 12Q: 3 clusters Score -6092273 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -6092669.000000 Penalty: 5400.558105
	Iteration 13Q: 3 clusters Score -6092669 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6092811.500000 Penalty: 5400.558105
	Iteration 14Q: 3 clusters Score -6092812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -6092912.000000 Penalty: 5400.558105
	Iteration 15Q: 3 clusters Score -6092912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -6092991.500000 Penalty: 5400.558105
	Iteration 16Q: 3 clusters Score -6092992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -6093019.500000 Penalty: 5400.558105
	Iteration 17Q: 3 clusters Score -6093020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -6093035.000000 Penalty: 5400.558105
	Iteration 18Q: 3 clusters Score -6093035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -6093042.500000 Penalty: 5400.558105
	Iteration 19Q: 3 clusters Score -6093042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -6093054.000000 Penalty: 5400.558105
	Iteration 20F: 3 clusters Score -6093054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -6093067.000000 Penalty: 5400.558105
	Iteration 21Q: 3 clusters Score -6093067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -6093066.500000 Penalty: 5400.558105
	Iteration 22Q: 3 clusters Score -6093066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -6093069.000000 Penalty: 5400.558105
	Iteration 23Q: 3 clusters Score -6093069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -6093070.000000 Penalty: 5400.558105
	Iteration 24Q: 3 clusters Score -6093070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -6093069.500000 Penalty: 5400.558105
	Iteration 25Q: 3 clusters Score -6093070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -6093072.000000 Penalty: 5400.558105
	Iteration 26Q: 3 clusters Score -6093072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -6093072.500000 Penalty: 5400.558105
	Iteration 27Q: 3 clusters Score -6093072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -6093077.000000 Penalty: 5400.558105
	Iteration 28Q: 3 clusters Score -6093077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -6093079.500000 Penalty: 5400.558105
	Iteration 29Q: 3 clusters Score -6093080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -6093084.500000 Penalty: 5400.558105
	Iteration 30Q: 3 clusters Score -6093084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -6093088.000000 Penalty: 5400.558105
	Iteration 31Q: 3 clusters Score -6093088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -6093087.500000 Penalty: 5400.558105
	Iteration 32Q: 3 clusters Score -6093088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -6093100.500000 Penalty: 5400.558105
	Iteration 33Q: 3 clusters Score -6093100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -6093103.500000 Penalty: 5400.558105
	Iteration 34Q: 3 clusters Score -6093104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -6093112.500000 Penalty: 5400.558105
	Iteration 35Q: 3 clusters Score -6093112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -6093111.000000 Penalty: 5400.558105
	Iteration 36Q: 3 clusters Score -6093111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -6093111.000000 Penalty: 5400.558105
	Iteration 37F: 3 clusters Score -6093111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Entering Unmasked Estep 
Score: -1891349.750000 Penalty: 2411.611816
	Iteration 0F: 2 clusters Score -1891350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1879326.875000 Penalty: 4823.223633
	Iteration 0F: 3 clusters Score -1879327 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1883234.375000 Penalty: 4823.223633
	Iteration 1F: 3 clusters Score -1883234 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1883582.625000 Penalty: 4823.223633
	Iteration 2F: 3 clusters Score -1883583 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1883890.500000 Penalty: 4823.223633
	Iteration 3Q: 3 clusters Score -1883890 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1884203.125000 Penalty: 4823.223633
	Iteration 4Q: 3 clusters Score -1884203 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1884533.875000 Penalty: 4823.223633
	Iteration 5Q: 3 clusters Score -1884534 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1884885.875000 Penalty: 4823.223633
	Iteration 6Q: 3 clusters Score -1884886 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1885227.875000 Penalty: 4823.223633
	Iteration 7Q: 3 clusters Score -1885228 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1885589.625000 Penalty: 4823.223633
	Iteration 8Q: 3 clusters Score -1885590 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1885942.125000 Penalty: 4823.223633
	Iteration 9Q: 3 clusters Score -1885942 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1886289.375000 Penalty: 4823.223633
	Iteration 10Q: 3 clusters Score -1886289 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1886661.000000 Penalty: 4823.223633
	Iteration 11Q: 3 clusters Score -1886661 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1886990.875000 Penalty: 4823.223633
	Iteration 12Q: 3 clusters Score -1886991 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1887305.375000 Penalty: 4823.223633
	Iteration 13Q: 3 clusters Score -1887305 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1887630.875000 Penalty: 4823.223633
	Iteration 14Q: 3 clusters Score -1887631 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1887916.500000 Penalty: 4823.223633
	Iteration 15Q: 3 clusters Score -1887916 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1888194.000000 Penalty: 4823.223633
	Iteration 16Q: 3 clusters Score -1888194 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1888434.375000 Penalty: 4823.223633
	Iteration 17Q: 3 clusters Score -1888434 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1888614.125000 Penalty: 4823.223633
	Iteration 18Q: 3 clusters Score -1888614 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1888759.375000 Penalty: 4823.223633
	Iteration 19Q: 3 clusters Score -1888759 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1888870.125000 Penalty: 4823.223633
	Iteration 20F: 3 clusters Score -1888870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1888973.250000 Penalty: 4823.223633
	Iteration 21Q: 3 clusters Score -1888973 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1889055.625000 Penalty: 4823.223633
	Iteration 22Q: 3 clusters Score -1889056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1889117.125000 Penalty: 4823.223633
	Iteration 23Q: 3 clusters Score -1889117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1889162.125000 Penalty: 4823.223633
	Iteration 24Q: 3 clusters Score -1889162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1889198.375000 Penalty: 4823.223633
	Iteration 25Q: 3 clusters Score -1889198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1889237.375000 Penalty: 4823.223633
	Iteration 26Q: 3 clusters Score -1889237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1889260.375000 Penalty: 4823.223633
	Iteration 27Q: 3 clusters Score -1889260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1889287.000000 Penalty: 4823.223633
	Iteration 28Q: 3 clusters Score -1889287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1889308.750000 Penalty: 4823.223633
	Iteration 29Q: 3 clusters Score -1889309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1889317.750000 Penalty: 4823.223633
	Iteration 30Q: 3 clusters Score -1889318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1889325.250000 Penalty: 4823.223633
	Iteration 31Q: 3 clusters Score -1889325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1889333.375000 Penalty: 4823.223633
	Iteration 32Q: 3 clusters Score -1889333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1889337.625000 Penalty: 4823.223633
	Iteration 33Q: 3 clusters Score -1889338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1889346.875000 Penalty: 4823.223633
	Iteration 34Q: 3 clusters Score -1889347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1889355.875000 Penalty: 4823.223633
	Iteration 35Q: 3 clusters Score -1889356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1889357.375000 Penalty: 4823.223633
	Iteration 36Q: 3 clusters Score -1889357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1889360.500000 Penalty: 4823.223633
	Iteration 37Q: 3 clusters Score -1889360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1889361.250000 Penalty: 4823.223633
	Iteration 38Q: 3 clusters Score -1889361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1889361.250000 Penalty: 4823.223633
	Iteration 39F: 3 clusters Score -1889361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (41468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Entering Unmasked Estep 
Score: -4702760.000000 Penalty: 2636.903809
	Iteration 0F: 2 clusters Score -4702760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -4674501.000000 Penalty: 5273.807617
	Iteration 0F: 3 clusters Score -4674501 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4685518.500000 Penalty: 5273.807617
	Iteration 1F: 3 clusters Score -4685518 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4686249.500000 Penalty: 5273.807617
	Iteration 2Q: 3 clusters Score -4686250 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4686984.000000 Penalty: 5273.807617
	Iteration 3Q: 3 clusters Score -4686984 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4687699.500000 Penalty: 5273.807617
	Iteration 4Q: 3 clusters Score -4687700 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4688384.500000 Penalty: 5273.807617
	Iteration 5Q: 3 clusters Score -4688384 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -4689099.000000 Penalty: 5273.807617
	Iteration 6Q: 3 clusters Score -4689099 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4689788.500000 Penalty: 5273.807617
	Iteration 7Q: 3 clusters Score -4689788 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4690466.500000 Penalty: 5273.807617
	Iteration 8Q: 3 clusters Score -4690466 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -4691066.500000 Penalty: 5273.807617
	Iteration 9Q: 3 clusters Score -4691066 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4691664.500000 Penalty: 5273.807617
	Iteration 10Q: 3 clusters Score -4691664 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -4692139.000000 Penalty: 5273.807617
	Iteration 11Q: 3 clusters Score -4692139 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4692547.000000 Penalty: 5273.807617
	Iteration 12Q: 3 clusters Score -4692547 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -4692916.500000 Penalty: 5273.807617
	Iteration 13Q: 3 clusters Score -4692916 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4693225.500000 Penalty: 5273.807617
	Iteration 14Q: 3 clusters Score -4693226 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -4693548.500000 Penalty: 5273.807617
	Iteration 15Q: 3 clusters Score -4693548 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4693829.500000 Penalty: 5273.807617
	Iteration 16Q: 3 clusters Score -4693830 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -4694092.500000 Penalty: 5273.807617
	Iteration 17Q: 3 clusters Score -4694092 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4694295.500000 Penalty: 5273.807617
	Iteration 18Q: 3 clusters Score -4694296 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4694506.000000 Penalty: 5273.807617
	Iteration 19Q: 3 clusters Score -4694506 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -4694665.500000 Penalty: 5273.807617
	Iteration 20F: 3 clusters Score -4694666 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -4694840.500000 Penalty: 5273.807617
	Iteration 21Q: 3 clusters Score -4694840 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4695098.000000 Penalty: 5273.807617
	Iteration 22Q: 3 clusters Score -4695098 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4695345.000000 Penalty: 5273.807617
	Iteration 23Q: 3 clusters Score -4695345 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4695633.000000 Penalty: 5273.807617
	Iteration 24Q: 3 clusters Score -4695633 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4696018.000000 Penalty: 5273.807617
	Iteration 25Q: 3 clusters Score -4696018 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4696396.500000 Penalty: 5273.807617
	Iteration 26Q: 3 clusters Score -4696396 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4696900.000000 Penalty: 5273.807617
	Iteration 27Q: 3 clusters Score -4696900 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4697516.000000 Penalty: 5273.807617
	Iteration 28Q: 3 clusters Score -4697516 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -4698178.500000 Penalty: 5273.807617
	Iteration 29Q: 3 clusters Score -4698178 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -4698771.000000 Penalty: 5273.807617
	Iteration 30Q: 3 clusters Score -4698771 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4699304.000000 Penalty: 5273.807617
	Iteration 31Q: 3 clusters Score -4699304 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -4699668.000000 Penalty: 5273.807617
	Iteration 32Q: 3 clusters Score -4699668 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -4700020.000000 Penalty: 5273.807617
	Iteration 33Q: 3 clusters Score -4700020 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -4700302.000000 Penalty: 5273.807617
	Iteration 34Q: 3 clusters Score -4700302 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -4700608.000000 Penalty: 5273.807617
	Iteration 35Q: 3 clusters Score -4700608 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -4700878.500000 Penalty: 5273.807617
	Iteration 36Q: 3 clusters Score -4700878 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -4701030.500000 Penalty: 5273.807617
	Iteration 37Q: 3 clusters Score -4701030 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4701141.000000 Penalty: 5273.807617
	Iteration 38Q: 3 clusters Score -4701141 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4701188.000000 Penalty: 5273.807617
	Iteration 39Q: 3 clusters Score -4701188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -4701209.500000 Penalty: 5273.807617
	Iteration 40F: 3 clusters Score -4701210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -4701235.500000 Penalty: 5273.807617
	Iteration 41Q: 3 clusters Score -4701236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -4701249.500000 Penalty: 5273.807617
	Iteration 42Q: 3 clusters Score -4701250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -4701265.500000 Penalty: 5273.807617
	Iteration 43Q: 3 clusters Score -4701266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -4701264.500000 Penalty: 5273.807617
	Iteration 44Q: 3 clusters Score -4701264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -4701277.000000 Penalty: 5273.807617
	Iteration 45Q: 3 clusters Score -4701277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -4701291.000000 Penalty: 5273.807617
	Iteration 46Q: 3 clusters Score -4701291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -4701291.500000 Penalty: 5273.807617
	Iteration 47Q: 3 clusters Score -4701292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -4701298.000000 Penalty: 5273.807617
	Iteration 48Q: 3 clusters Score -4701298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -4701298.000000 Penalty: 5273.807617
	Iteration 49Q: 3 clusters Score -4701298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4701298.000000 Penalty: 5273.807617
	Iteration 50Q: 3 clusters Score -4701298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -4701302.500000 Penalty: 5273.807617
	Iteration 51Q: 3 clusters Score -4701302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -4701299.500000 Penalty: 5273.807617
	Iteration 52Q: 3 clusters Score -4701300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -4701299.500000 Penalty: 5273.807617
	Iteration 53F: 3 clusters Score -4701300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (13944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Entering Unmasked Estep 
Score: -1538738.500000 Penalty: 2366.615479
	Iteration 0F: 2 clusters Score -1538738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1528589.500000 Penalty: 4733.230957
	Iteration 0F: 3 clusters Score -1528590 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1531924.875000 Penalty: 4733.230957
	Iteration 1F: 3 clusters Score -1531925 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1532576.875000 Penalty: 4733.230957
	Iteration 2F: 3 clusters Score -1532577 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1533426.500000 Penalty: 4733.230957
	Iteration 3F: 3 clusters Score -1533426 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1534466.125000 Penalty: 4733.230957
	Iteration 4F: 3 clusters Score -1534466 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1535659.500000 Penalty: 4733.230957
	Iteration 5F: 3 clusters Score -1535660 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1536645.625000 Penalty: 4733.230957
	Iteration 6F: 3 clusters Score -1536646 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1537379.250000 Penalty: 4733.230957
	Iteration 7F: 3 clusters Score -1537379 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1537790.375000 Penalty: 4733.230957
	Iteration 8Q: 3 clusters Score -1537790 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1538019.250000 Penalty: 4733.230957
	Iteration 9Q: 3 clusters Score -1538019 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1538155.375000 Penalty: 4733.230957
	Iteration 10Q: 3 clusters Score -1538155 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1538247.625000 Penalty: 4733.230957
	Iteration 11Q: 3 clusters Score -1538248 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1538309.000000 Penalty: 4733.230957
	Iteration 12Q: 3 clusters Score -1538309 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1538353.625000 Penalty: 4733.230957
	Iteration 13Q: 3 clusters Score -1538354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1538382.750000 Penalty: 4733.230957
	Iteration 14Q: 3 clusters Score -1538383 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1538399.875000 Penalty: 4733.230957
	Iteration 15Q: 3 clusters Score -1538400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1538424.875000 Penalty: 4733.230957
	Iteration 16Q: 3 clusters Score -1538425 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1538446.500000 Penalty: 4733.230957
	Iteration 17Q: 3 clusters Score -1538446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1538454.125000 Penalty: 4733.230957
	Iteration 18Q: 3 clusters Score -1538454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1538470.000000 Penalty: 4733.230957
	Iteration 19Q: 3 clusters Score -1538470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1538480.500000 Penalty: 4733.230957
	Iteration 20F: 3 clusters Score -1538480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1538488.875000 Penalty: 4733.230957
	Iteration 21Q: 3 clusters Score -1538489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1538502.500000 Penalty: 4733.230957
	Iteration 22Q: 3 clusters Score -1538502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1538506.875000 Penalty: 4733.230957
	Iteration 23Q: 3 clusters Score -1538507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1538506.250000 Penalty: 4733.230957
	Iteration 24Q: 3 clusters Score -1538506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1538513.000000 Penalty: 4733.230957
	Iteration 25Q: 3 clusters Score -1538513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1538520.500000 Penalty: 4733.230957
	Iteration 26Q: 3 clusters Score -1538520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1538523.750000 Penalty: 4733.230957
	Iteration 27Q: 3 clusters Score -1538524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1538529.875000 Penalty: 4733.230957
	Iteration 28Q: 3 clusters Score -1538530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1538531.875000 Penalty: 4733.230957
	Iteration 29Q: 3 clusters Score -1538532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1538536.875000 Penalty: 4733.230957
	Iteration 30Q: 3 clusters Score -1538537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1538537.875000 Penalty: 4733.230957
	Iteration 31Q: 3 clusters Score -1538538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1538538.000000 Penalty: 4733.230957
	Iteration 32Q: 3 clusters Score -1538538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1538544.375000 Penalty: 4733.230957
	Iteration 33Q: 3 clusters Score -1538544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1538547.375000 Penalty: 4733.230957
	Iteration 34Q: 3 clusters Score -1538547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1538555.125000 Penalty: 4733.230957
	Iteration 35Q: 3 clusters Score -1538555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1538554.875000 Penalty: 4733.230957
	Iteration 36Q: 3 clusters Score -1538555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1538560.625000 Penalty: 4733.230957
	Iteration 37Q: 3 clusters Score -1538561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1538561.875000 Penalty: 4733.230957
	Iteration 38Q: 3 clusters Score -1538562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1538564.125000 Penalty: 4733.230957
	Iteration 39Q: 3 clusters Score -1538564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1538577.625000 Penalty: 4733.230957
	Iteration 40F: 3 clusters Score -1538578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1538584.000000 Penalty: 4733.230957
	Iteration 41Q: 3 clusters Score -1538584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1538591.500000 Penalty: 4733.230957
	Iteration 42Q: 3 clusters Score -1538592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1538595.125000 Penalty: 4733.230957
	Iteration 43Q: 3 clusters Score -1538595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1538603.250000 Penalty: 4733.230957
	Iteration 44Q: 3 clusters Score -1538603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1538602.750000 Penalty: 4733.230957
	Iteration 45Q: 3 clusters Score -1538603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1538608.625000 Penalty: 4733.230957
	Iteration 46Q: 3 clusters Score -1538609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1538613.250000 Penalty: 4733.230957
	Iteration 47Q: 3 clusters Score -1538613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1538615.250000 Penalty: 4733.230957
	Iteration 48Q: 3 clusters Score -1538615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1538617.875000 Penalty: 4733.230957
	Iteration 49Q: 3 clusters Score -1538618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1538624.375000 Penalty: 4733.230957
	Iteration 50Q: 3 clusters Score -1538624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1538624.375000 Penalty: 4733.230957
	Iteration 51Q: 3 clusters Score -1538624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1538627.500000 Penalty: 4733.230957
	Iteration 52Q: 3 clusters Score -1538628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1538632.125000 Penalty: 4733.230957
	Iteration 53Q: 3 clusters Score -1538632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1538636.000000 Penalty: 4733.230957
	Iteration 54Q: 3 clusters Score -1538636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1538635.375000 Penalty: 4733.230957
	Iteration 55Q: 3 clusters Score -1538635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1538632.625000 Penalty: 4733.230957
	Iteration 56Q: 3 clusters Score -1538633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1538634.000000 Penalty: 4733.230957
	Iteration 57Q: 3 clusters Score -1538634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1538637.250000 Penalty: 4733.230957
	Iteration 58Q: 3 clusters Score -1538637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1538640.875000 Penalty: 4733.230957
	Iteration 59Q: 3 clusters Score -1538641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1538642.750000 Penalty: 4733.230957
	Iteration 60F: 3 clusters Score -1538643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1538646.500000 Penalty: 4733.230957
	Iteration 61Q: 3 clusters Score -1538646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1538644.750000 Penalty: 4733.230957
	Iteration 62Q: 3 clusters Score -1538645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1538646.250000 Penalty: 4733.230957
	Iteration 63Q: 3 clusters Score -1538646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1538643.750000 Penalty: 4733.230957
	Iteration 64Q: 3 clusters Score -1538644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1538644.875000 Penalty: 4733.230957
	Iteration 65Q: 3 clusters Score -1538645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1538646.125000 Penalty: 4733.230957
	Iteration 66Q: 3 clusters Score -1538646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1538647.375000 Penalty: 4733.230957
	Iteration 67Q: 3 clusters Score -1538647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1538647.000000 Penalty: 4733.230957
	Iteration 68Q: 3 clusters Score -1538647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1538650.625000 Penalty: 4733.230957
	Iteration 69Q: 3 clusters Score -1538651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1538650.000000 Penalty: 4733.230957
	Iteration 70Q: 3 clusters Score -1538650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1538651.000000 Penalty: 4733.230957
	Iteration 71Q: 3 clusters Score -1538651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1538653.250000 Penalty: 4733.230957
	Iteration 72Q: 3 clusters Score -1538653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1538654.500000 Penalty: 4733.230957
	Iteration 73Q: 3 clusters Score -1538654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1538654.500000 Penalty: 4733.230957
	Iteration 74Q: 3 clusters Score -1538654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1538654.125000 Penalty: 4733.230957
	Iteration 75Q: 3 clusters Score -1538654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1538652.000000 Penalty: 4733.230957
	Iteration 76Q: 3 clusters Score -1538652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1538652.625000 Penalty: 4733.230957
	Iteration 77Q: 3 clusters Score -1538653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1538649.375000 Penalty: 4733.230957
	Iteration 78Q: 3 clusters Score -1538649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1538647.250000 Penalty: 4733.230957
	Iteration 79Q: 3 clusters Score -1538647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1538649.375000 Penalty: 4733.230957
	Iteration 80F: 3 clusters Score -1538649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Entering Unmasked Estep 
Score: -1641885.875000 Penalty: 2378.559570
	Iteration 0F: 2 clusters Score -1641886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1631234.875000 Penalty: 4757.119141
	Iteration 0F: 3 clusters Score -1631235 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1634723.500000 Penalty: 4757.119141
	Iteration 1F: 3 clusters Score -1634724 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1635122.875000 Penalty: 4757.119141
	Iteration 2F: 3 clusters Score -1635123 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1635426.000000 Penalty: 4757.119141
	Iteration 3Q: 3 clusters Score -1635426 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1635752.500000 Penalty: 4757.119141
	Iteration 4Q: 3 clusters Score -1635752 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1636101.125000 Penalty: 4757.119141
	Iteration 5Q: 3 clusters Score -1636101 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1636493.875000 Penalty: 4757.119141
	Iteration 6Q: 3 clusters Score -1636494 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1636876.375000 Penalty: 4757.119141
	Iteration 7Q: 3 clusters Score -1636876 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1637166.250000 Penalty: 4757.119141
	Iteration 8Q: 3 clusters Score -1637166 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1637431.500000 Penalty: 4757.119141
	Iteration 9Q: 3 clusters Score -1637432 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1637678.750000 Penalty: 4757.119141
	Iteration 10Q: 3 clusters Score -1637679 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1637880.125000 Penalty: 4757.119141
	Iteration 11Q: 3 clusters Score -1637880 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1638098.250000 Penalty: 4757.119141
	Iteration 12Q: 3 clusters Score -1638098 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1638321.750000 Penalty: 4757.119141
	Iteration 13Q: 3 clusters Score -1638322 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1638529.750000 Penalty: 4757.119141
	Iteration 14Q: 3 clusters Score -1638530 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1638713.500000 Penalty: 4757.119141
	Iteration 15Q: 3 clusters Score -1638714 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1638898.500000 Penalty: 4757.119141
	Iteration 16Q: 3 clusters Score -1638898 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1639048.125000 Penalty: 4757.119141
	Iteration 17Q: 3 clusters Score -1639048 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1639180.375000 Penalty: 4757.119141
	Iteration 18Q: 3 clusters Score -1639180 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1639308.500000 Penalty: 4757.119141
	Iteration 19Q: 3 clusters Score -1639308 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1639438.875000 Penalty: 4757.119141
	Iteration 20F: 3 clusters Score -1639439 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1639558.000000 Penalty: 4757.119141
	Iteration 21Q: 3 clusters Score -1639558 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1639674.500000 Penalty: 4757.119141
	Iteration 22Q: 3 clusters Score -1639674 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1639809.375000 Penalty: 4757.119141
	Iteration 23Q: 3 clusters Score -1639809 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1639943.250000 Penalty: 4757.119141
	Iteration 24Q: 3 clusters Score -1639943 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1640091.500000 Penalty: 4757.119141
	Iteration 25Q: 3 clusters Score -1640092 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1640241.250000 Penalty: 4757.119141
	Iteration 26Q: 3 clusters Score -1640241 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1640372.375000 Penalty: 4757.119141
	Iteration 27Q: 3 clusters Score -1640372 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1640470.625000 Penalty: 4757.119141
	Iteration 28Q: 3 clusters Score -1640471 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1640542.500000 Penalty: 4757.119141
	Iteration 29Q: 3 clusters Score -1640542 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1640602.625000 Penalty: 4757.119141
	Iteration 30Q: 3 clusters Score -1640603 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1640646.125000 Penalty: 4757.119141
	Iteration 31Q: 3 clusters Score -1640646 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1640679.000000 Penalty: 4757.119141
	Iteration 32Q: 3 clusters Score -1640679 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1640720.250000 Penalty: 4757.119141
	Iteration 33Q: 3 clusters Score -1640720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1640737.000000 Penalty: 4757.119141
	Iteration 34Q: 3 clusters Score -1640737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1640757.000000 Penalty: 4757.119141
	Iteration 35Q: 3 clusters Score -1640757 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1640769.000000 Penalty: 4757.119141
	Iteration 36Q: 3 clusters Score -1640769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1640784.250000 Penalty: 4757.119141
	Iteration 37Q: 3 clusters Score -1640784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1640796.875000 Penalty: 4757.119141
	Iteration 38Q: 3 clusters Score -1640797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1640822.625000 Penalty: 4757.119141
	Iteration 39Q: 3 clusters Score -1640823 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1640854.750000 Penalty: 4757.119141
	Iteration 40F: 3 clusters Score -1640855 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1640878.625000 Penalty: 4757.119141
	Iteration 41Q: 3 clusters Score -1640879 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1640900.250000 Penalty: 4757.119141
	Iteration 42Q: 3 clusters Score -1640900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1640920.750000 Penalty: 4757.119141
	Iteration 43Q: 3 clusters Score -1640921 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1640955.875000 Penalty: 4757.119141
	Iteration 44Q: 3 clusters Score -1640956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1640983.250000 Penalty: 4757.119141
	Iteration 45Q: 3 clusters Score -1640983 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1641014.500000 Penalty: 4757.119141
	Iteration 46Q: 3 clusters Score -1641014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1641062.625000 Penalty: 4757.119141
	Iteration 47Q: 3 clusters Score -1641063 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1641114.250000 Penalty: 4757.119141
	Iteration 48Q: 3 clusters Score -1641114 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1641173.375000 Penalty: 4757.119141
	Iteration 49Q: 3 clusters Score -1641173 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1641248.125000 Penalty: 4757.119141
	Iteration 50Q: 3 clusters Score -1641248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1641342.500000 Penalty: 4757.119141
	Iteration 51Q: 3 clusters Score -1641342 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1641455.250000 Penalty: 4757.119141
	Iteration 52Q: 3 clusters Score -1641455 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1641564.875000 Penalty: 4757.119141
	Iteration 53Q: 3 clusters Score -1641565 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1641708.750000 Penalty: 4757.119141
	Iteration 54Q: 3 clusters Score -1641709 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1641863.125000 Penalty: 4757.119141
	Iteration 55Q: 3 clusters Score -1641863 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1641973.500000 Penalty: 4757.119141
	Iteration 56Q: 3 clusters Score -1641974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1642045.625000 Penalty: 4757.119141
	Iteration 57Q: 3 clusters Score -1642046 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1642100.625000 Penalty: 4757.119141
	Iteration 58Q: 3 clusters Score -1642101 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1642140.250000 Penalty: 4757.119141
	Iteration 59Q: 3 clusters Score -1642140 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1642178.000000 Penalty: 4757.119141
	Iteration 60F: 3 clusters Score -1642178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1642214.250000 Penalty: 4757.119141
	Iteration 61Q: 3 clusters Score -1642214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1642238.500000 Penalty: 4757.119141
	Iteration 62Q: 3 clusters Score -1642238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1642260.125000 Penalty: 4757.119141
	Iteration 63Q: 3 clusters Score -1642260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1642258.500000 Penalty: 4757.119141
	Iteration 64Q: 3 clusters Score -1642258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1642273.375000 Penalty: 4757.119141
	Iteration 65Q: 3 clusters Score -1642273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1642281.000000 Penalty: 4757.119141
	Iteration 66Q: 3 clusters Score -1642281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1642280.250000 Penalty: 4757.119141
	Iteration 67Q: 3 clusters Score -1642280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1642286.875000 Penalty: 4757.119141
	Iteration 68Q: 3 clusters Score -1642287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1642288.375000 Penalty: 4757.119141
	Iteration 69Q: 3 clusters Score -1642288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1642290.875000 Penalty: 4757.119141
	Iteration 70Q: 3 clusters Score -1642291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1642290.000000 Penalty: 4757.119141
	Iteration 71Q: 3 clusters Score -1642290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1642290.125000 Penalty: 4757.119141
	Iteration 72Q: 3 clusters Score -1642290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1642288.625000 Penalty: 4757.119141
	Iteration 73Q: 3 clusters Score -1642289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1642288.500000 Penalty: 4757.119141
	Iteration 74Q: 3 clusters Score -1642288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1642288.125000 Penalty: 4757.119141
	Iteration 75Q: 3 clusters Score -1642288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1642288.750000 Penalty: 4757.119141
	Iteration 76Q: 3 clusters Score -1642289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1642289.250000 Penalty: 4757.119141
	Iteration 77Q: 3 clusters Score -1642289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1642288.625000 Penalty: 4757.119141
	Iteration 78Q: 3 clusters Score -1642289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1642288.625000 Penalty: 4757.119141
	Iteration 79F: 3 clusters Score -1642289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 1824 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 305 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 5327 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4040 members 
Mstep: Class 61 contains 280 members 
Mstep: Class 62 contains 2984 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 9305 members 
Entering Unmasked Estep 
Score: -139283360.000000 Penalty: 223341.859375
Splitting cluster 48 changes total score from -139283936.000000 to -139283360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -354422.031250 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -354422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -350812.968750 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -350813 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -351757.312500 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -351757.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -352086.937500 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -352086.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -352403.937500 Penalty: 4059.519043
	Iteration 3F: 3 clusters Score -352403.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -352701.531250 Penalty: 4059.519043
	Iteration 4F: 3 clusters Score -352701.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -352902.781250 Penalty: 4059.519043
	Iteration 5F: 3 clusters Score -352902.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -353045.937500 Penalty: 4059.519043
	Iteration 6Q: 3 clusters Score -353045.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -353175.875000 Penalty: 4059.519043
	Iteration 7Q: 3 clusters Score -353175.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -353292.375000 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -353292.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -353422.656250 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -353422.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -353514.937500 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -353514.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -353605.906250 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -353605.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -353676.687500 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -353676.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -353723.968750 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -353724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -353760.031250 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -353760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -353784.750000 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -353784.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -353804.687500 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -353804.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -353822.281250 Penalty: 4059.519043
	Iteration 17Q: 3 clusters Score -353822.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -353835.593750 Penalty: 4059.519043
	Iteration 18Q: 3 clusters Score -353835.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -353855.281250 Penalty: 4059.519043
	Iteration 19Q: 3 clusters Score -353855.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -353872.437500 Penalty: 4059.519043
	Iteration 20F: 3 clusters Score -353872.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -353885.437500 Penalty: 4059.519043
	Iteration 21Q: 3 clusters Score -353885.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -353897.562500 Penalty: 4059.519043
	Iteration 22Q: 3 clusters Score -353897.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -353904.718750 Penalty: 4059.519043
	Iteration 23Q: 3 clusters Score -353904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -353912.093750 Penalty: 4059.519043
	Iteration 24Q: 3 clusters Score -353912.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -353920.625000 Penalty: 4059.519043
	Iteration 25Q: 3 clusters Score -353920.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -353929.718750 Penalty: 4059.519043
	Iteration 26Q: 3 clusters Score -353929.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -353939.562500 Penalty: 4059.519043
	Iteration 27Q: 3 clusters Score -353939.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -353948.281250 Penalty: 4059.519043
	Iteration 28Q: 3 clusters Score -353948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -353952.031250 Penalty: 4059.519043
	Iteration 29Q: 3 clusters Score -353952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -353958.031250 Penalty: 4059.519043
	Iteration 30Q: 3 clusters Score -353958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -353960.687500 Penalty: 4059.519043
	Iteration 31Q: 3 clusters Score -353960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -353962.562500 Penalty: 4059.519043
	Iteration 32Q: 3 clusters Score -353962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -353963.875000 Penalty: 4059.519043
	Iteration 33Q: 3 clusters Score -353963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -353964.531250 Penalty: 4059.519043
	Iteration 34Q: 3 clusters Score -353964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -353964.531250 Penalty: 4059.519043
	Iteration 35F: 3 clusters Score -353964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Entering Unmasked Estep 
Score: -781975.375000 Penalty: 2190.409180
	Iteration 0F: 2 clusters Score -781975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -776261.937500 Penalty: 4380.818359
	Iteration 0F: 3 clusters Score -776261.9 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -777755.875000 Penalty: 4380.818359
	Iteration 1F: 3 clusters Score -777755.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -778040.562500 Penalty: 4380.818359
	Iteration 2F: 3 clusters Score -778040.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -778221.312500 Penalty: 4380.818359
	Iteration 3F: 3 clusters Score -778221.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -778351.250000 Penalty: 4380.818359
	Iteration 4Q: 3 clusters Score -778351.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -778467.625000 Penalty: 4380.818359
	Iteration 5Q: 3 clusters Score -778467.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -778571.937500 Penalty: 4380.818359
	Iteration 6Q: 3 clusters Score -778571.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -778675.437500 Penalty: 4380.818359
	Iteration 7Q: 3 clusters Score -778675.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -778788.625000 Penalty: 4380.818359
	Iteration 8Q: 3 clusters Score -778788.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -778895.937500 Penalty: 4380.818359
	Iteration 9Q: 3 clusters Score -778895.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -778996.375000 Penalty: 4380.818359
	Iteration 10Q: 3 clusters Score -778996.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -779083.625000 Penalty: 4380.818359
	Iteration 11Q: 3 clusters Score -779083.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -779176.625000 Penalty: 4380.818359
	Iteration 12Q: 3 clusters Score -779176.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -779255.062500 Penalty: 4380.818359
	Iteration 13Q: 3 clusters Score -779255.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -779321.312500 Penalty: 4380.818359
	Iteration 14Q: 3 clusters Score -779321.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -779373.437500 Penalty: 4380.818359
	Iteration 15Q: 3 clusters Score -779373.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -779425.437500 Penalty: 4380.818359
	Iteration 16Q: 3 clusters Score -779425.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -779479.812500 Penalty: 4380.818359
	Iteration 17Q: 3 clusters Score -779479.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -779522.062500 Penalty: 4380.818359
	Iteration 18Q: 3 clusters Score -779522.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -779566.875000 Penalty: 4380.818359
	Iteration 19Q: 3 clusters Score -779566.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -779628.125000 Penalty: 4380.818359
	Iteration 20F: 3 clusters Score -779628.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -779680.500000 Penalty: 4380.818359
	Iteration 21Q: 3 clusters Score -779680.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -779729.875000 Penalty: 4380.818359
	Iteration 22Q: 3 clusters Score -779729.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -779782.812500 Penalty: 4380.818359
	Iteration 23Q: 3 clusters Score -779782.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -779825.375000 Penalty: 4380.818359
	Iteration 24Q: 3 clusters Score -779825.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -779861.562500 Penalty: 4380.818359
	Iteration 25Q: 3 clusters Score -779861.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -779899.500000 Penalty: 4380.818359
	Iteration 26Q: 3 clusters Score -779899.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -779930.687500 Penalty: 4380.818359
	Iteration 27Q: 3 clusters Score -779930.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -779951.062500 Penalty: 4380.818359
	Iteration 28Q: 3 clusters Score -779951.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -779959.875000 Penalty: 4380.818359
	Iteration 29Q: 3 clusters Score -779959.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -779974.312500 Penalty: 4380.818359
	Iteration 30Q: 3 clusters Score -779974.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -779987.250000 Penalty: 4380.818359
	Iteration 31Q: 3 clusters Score -779987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -780000.812500 Penalty: 4380.818359
	Iteration 32Q: 3 clusters Score -780000.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -780013.125000 Penalty: 4380.818359
	Iteration 33Q: 3 clusters Score -780013.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -780023.875000 Penalty: 4380.818359
	Iteration 34Q: 3 clusters Score -780023.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -780032.250000 Penalty: 4380.818359
	Iteration 35Q: 3 clusters Score -780032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -780037.375000 Penalty: 4380.818359
	Iteration 36Q: 3 clusters Score -780037.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -780040.625000 Penalty: 4380.818359
	Iteration 37Q: 3 clusters Score -780040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -780045.437500 Penalty: 4380.818359
	Iteration 38Q: 3 clusters Score -780045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -780049.437500 Penalty: 4380.818359
	Iteration 39Q: 3 clusters Score -780049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -780052.312500 Penalty: 4380.818359
	Iteration 40F: 3 clusters Score -780052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -780052.375000 Penalty: 4380.818359
	Iteration 41Q: 3 clusters Score -780052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -780053.625000 Penalty: 4380.818359
	Iteration 42Q: 3 clusters Score -780053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -780055.375000 Penalty: 4380.818359
	Iteration 43Q: 3 clusters Score -780055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -780057.312500 Penalty: 4380.818359
	Iteration 44Q: 3 clusters Score -780057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -780058.375000 Penalty: 4380.818359
	Iteration 45Q: 3 clusters Score -780058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -780059.000000 Penalty: 4380.818359
	Iteration 46Q: 3 clusters Score -780059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -780060.937500 Penalty: 4380.818359
	Iteration 47Q: 3 clusters Score -780060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -780064.125000 Penalty: 4380.818359
	Iteration 48Q: 3 clusters Score -780064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -780064.125000 Penalty: 4380.818359
	Iteration 49F: 3 clusters Score -780064.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Entering Unmasked Estep 
Score: -332742.093750 Penalty: 2032.168823
	Iteration 0F: 2 clusters Score -332742.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -329107.468750 Penalty: 4064.337646
	Iteration 0F: 3 clusters Score -329107.5 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -330070.093750 Penalty: 4064.337646
	Iteration 1F: 3 clusters Score -330070.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -330521.187500 Penalty: 4064.337646
	Iteration 2F: 3 clusters Score -330521.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -330925.281250 Penalty: 4064.337646
	Iteration 3F: 3 clusters Score -330925.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -331358.625000 Penalty: 4064.337646
	Iteration 4F: 3 clusters Score -331358.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -331764.937500 Penalty: 4064.337646
	Iteration 5F: 3 clusters Score -331764.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -332108.031250 Penalty: 4064.337646
	Iteration 6F: 3 clusters Score -332108 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -332419.156250 Penalty: 4064.337646
	Iteration 7F: 3 clusters Score -332419.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -332630.875000 Penalty: 4064.337646
	Iteration 8F: 3 clusters Score -332630.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -332788.062500 Penalty: 4064.337646
	Iteration 9Q: 3 clusters Score -332788.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -332893.937500 Penalty: 4064.337646
	Iteration 10Q: 3 clusters Score -332893.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -332968.437500 Penalty: 4064.337646
	Iteration 11Q: 3 clusters Score -332968.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -333042.312500 Penalty: 4064.337646
	Iteration 12Q: 3 clusters Score -333042.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -333112.968750 Penalty: 4064.337646
	Iteration 13Q: 3 clusters Score -333113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -333179.062500 Penalty: 4064.337646
	Iteration 14Q: 3 clusters Score -333179.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -333228.468750 Penalty: 4064.337646
	Iteration 15Q: 3 clusters Score -333228.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -333256.718750 Penalty: 4064.337646
	Iteration 16Q: 3 clusters Score -333256.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -333277.687500 Penalty: 4064.337646
	Iteration 17Q: 3 clusters Score -333277.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -333288.375000 Penalty: 4064.337646
	Iteration 18Q: 3 clusters Score -333288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -333295.562500 Penalty: 4064.337646
	Iteration 19Q: 3 clusters Score -333295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -333304.375000 Penalty: 4064.337646
	Iteration 20F: 3 clusters Score -333304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -333311.031250 Penalty: 4064.337646
	Iteration 21Q: 3 clusters Score -333311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -333315.687500 Penalty: 4064.337646
	Iteration 22Q: 3 clusters Score -333315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -333316.906250 Penalty: 4064.337646
	Iteration 23Q: 3 clusters Score -333316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -333316.906250 Penalty: 4064.337646
	Iteration 24F: 3 clusters Score -333316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 1824 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 305 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 2658 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4040 members 
Mstep: Class 61 contains 280 members 
Mstep: Class 62 contains 2984 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 962 members 
Entering Unmasked Estep 
Score: -139283712.000000 Penalty: 223341.859375
Splitting cluster 51 changes total score from -139283936.000000 to -139283712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -413332.625000 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -413332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -409536.406250 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -409536.4 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -410412.562500 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -410412.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -410681.562500 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -410681.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -411028.937500 Penalty: 4094.117188
	Iteration 3F: 3 clusters Score -411028.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -411439.218750 Penalty: 4094.117188
	Iteration 4F: 3 clusters Score -411439.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -411912.093750 Penalty: 4094.117188
	Iteration 5F: 3 clusters Score -411912.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -412240.062500 Penalty: 4094.117188
	Iteration 6F: 3 clusters Score -412240.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -412399.687500 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -412399.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -412465.875000 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -412465.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -412496.281250 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -412496.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -412513.750000 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -412513.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -412523.187500 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -412523.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -412528.687500 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -412528.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -412533.406250 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -412533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -412534.875000 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -412534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -412534.781250 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -412534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -412534.781250 Penalty: 4094.117188
	Iteration 16F: 3 clusters Score -412534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Entering Unmasked Estep 
Score: -2548509.000000 Penalty: 2507.112061
	Iteration 0F: 2 clusters Score -2548509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2531487.250000 Penalty: 5014.224121
	Iteration 0F: 3 clusters Score -2531487 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2537858.000000 Penalty: 5014.224121
	Iteration 1F: 3 clusters Score -2537858 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2538695.750000 Penalty: 5014.224121
	Iteration 2F: 3 clusters Score -2538696 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2539672.750000 Penalty: 5014.224121
	Iteration 3F: 3 clusters Score -2539673 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2540672.500000 Penalty: 5014.224121
	Iteration 4F: 3 clusters Score -2540672 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2541728.500000 Penalty: 5014.224121
	Iteration 5F: 3 clusters Score -2541728 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2542819.500000 Penalty: 5014.224121
	Iteration 6F: 3 clusters Score -2542820 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2543767.750000 Penalty: 5014.224121
	Iteration 7F: 3 clusters Score -2543768 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2544530.500000 Penalty: 5014.224121
	Iteration 8F: 3 clusters Score -2544530 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2544978.250000 Penalty: 5014.224121
	Iteration 9Q: 3 clusters Score -2544978 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2545301.000000 Penalty: 5014.224121
	Iteration 10Q: 3 clusters Score -2545301 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2545527.000000 Penalty: 5014.224121
	Iteration 11Q: 3 clusters Score -2545527 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2545758.500000 Penalty: 5014.224121
	Iteration 12Q: 3 clusters Score -2545758 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2545944.250000 Penalty: 5014.224121
	Iteration 13Q: 3 clusters Score -2545944 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2546105.000000 Penalty: 5014.224121
	Iteration 14Q: 3 clusters Score -2546105 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2546243.750000 Penalty: 5014.224121
	Iteration 15Q: 3 clusters Score -2546244 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2546336.250000 Penalty: 5014.224121
	Iteration 16Q: 3 clusters Score -2546336 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2546403.500000 Penalty: 5014.224121
	Iteration 17Q: 3 clusters Score -2546404 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2546473.750000 Penalty: 5014.224121
	Iteration 18Q: 3 clusters Score -2546474 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2546534.750000 Penalty: 5014.224121
	Iteration 19Q: 3 clusters Score -2546535 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2546577.750000 Penalty: 5014.224121
	Iteration 20F: 3 clusters Score -2546578 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2546632.000000 Penalty: 5014.224121
	Iteration 21Q: 3 clusters Score -2546632 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2546667.500000 Penalty: 5014.224121
	Iteration 22Q: 3 clusters Score -2546668 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2546704.500000 Penalty: 5014.224121
	Iteration 23Q: 3 clusters Score -2546704 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2546726.500000 Penalty: 5014.224121
	Iteration 24Q: 3 clusters Score -2546726 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2546746.000000 Penalty: 5014.224121
	Iteration 25Q: 3 clusters Score -2546746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2546775.500000 Penalty: 5014.224121
	Iteration 26Q: 3 clusters Score -2546776 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2546791.250000 Penalty: 5014.224121
	Iteration 27Q: 3 clusters Score -2546791 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2546822.500000 Penalty: 5014.224121
	Iteration 28Q: 3 clusters Score -2546822 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2546851.750000 Penalty: 5014.224121
	Iteration 29Q: 3 clusters Score -2546852 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2546869.250000 Penalty: 5014.224121
	Iteration 30Q: 3 clusters Score -2546869 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2546877.750000 Penalty: 5014.224121
	Iteration 31Q: 3 clusters Score -2546878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2546909.750000 Penalty: 5014.224121
	Iteration 32Q: 3 clusters Score -2546910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2546935.000000 Penalty: 5014.224121
	Iteration 33Q: 3 clusters Score -2546935 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2546960.500000 Penalty: 5014.224121
	Iteration 34Q: 3 clusters Score -2546960 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2546990.000000 Penalty: 5014.224121
	Iteration 35Q: 3 clusters Score -2546990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2547023.500000 Penalty: 5014.224121
	Iteration 36Q: 3 clusters Score -2547024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2547043.000000 Penalty: 5014.224121
	Iteration 37Q: 3 clusters Score -2547043 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2547072.250000 Penalty: 5014.224121
	Iteration 38Q: 3 clusters Score -2547072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2547097.500000 Penalty: 5014.224121
	Iteration 39Q: 3 clusters Score -2547098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2547127.000000 Penalty: 5014.224121
	Iteration 40F: 3 clusters Score -2547127 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2547144.750000 Penalty: 5014.224121
	Iteration 41Q: 3 clusters Score -2547145 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2547160.250000 Penalty: 5014.224121
	Iteration 42Q: 3 clusters Score -2547160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2547178.000000 Penalty: 5014.224121
	Iteration 43Q: 3 clusters Score -2547178 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2547188.000000 Penalty: 5014.224121
	Iteration 44Q: 3 clusters Score -2547188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2547204.000000 Penalty: 5014.224121
	Iteration 45Q: 3 clusters Score -2547204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2547217.750000 Penalty: 5014.224121
	Iteration 46Q: 3 clusters Score -2547218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2547235.750000 Penalty: 5014.224121
	Iteration 47Q: 3 clusters Score -2547236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2547248.750000 Penalty: 5014.224121
	Iteration 48Q: 3 clusters Score -2547249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2547256.000000 Penalty: 5014.224121
	Iteration 49Q: 3 clusters Score -2547256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2547285.250000 Penalty: 5014.224121
	Iteration 50Q: 3 clusters Score -2547285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2547288.500000 Penalty: 5014.224121
	Iteration 51Q: 3 clusters Score -2547288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2547293.000000 Penalty: 5014.224121
	Iteration 52Q: 3 clusters Score -2547293 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2547315.500000 Penalty: 5014.224121
	Iteration 53Q: 3 clusters Score -2547316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2547318.000000 Penalty: 5014.224121
	Iteration 54Q: 3 clusters Score -2547318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2547327.000000 Penalty: 5014.224121
	Iteration 55Q: 3 clusters Score -2547327 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2547342.500000 Penalty: 5014.224121
	Iteration 56Q: 3 clusters Score -2547342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2547347.750000 Penalty: 5014.224121
	Iteration 57Q: 3 clusters Score -2547348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2547359.250000 Penalty: 5014.224121
	Iteration 58Q: 3 clusters Score -2547359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2547375.750000 Penalty: 5014.224121
	Iteration 59Q: 3 clusters Score -2547376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2547391.000000 Penalty: 5014.224121
	Iteration 60F: 3 clusters Score -2547391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2547403.250000 Penalty: 5014.224121
	Iteration 61Q: 3 clusters Score -2547403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2547406.250000 Penalty: 5014.224121
	Iteration 62Q: 3 clusters Score -2547406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2547408.750000 Penalty: 5014.224121
	Iteration 63Q: 3 clusters Score -2547409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2547419.750000 Penalty: 5014.224121
	Iteration 64Q: 3 clusters Score -2547420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2547429.500000 Penalty: 5014.224121
	Iteration 65Q: 3 clusters Score -2547430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2547438.750000 Penalty: 5014.224121
	Iteration 66Q: 3 clusters Score -2547439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2547439.750000 Penalty: 5014.224121
	Iteration 67Q: 3 clusters Score -2547440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2547434.250000 Penalty: 5014.224121
	Iteration 68Q: 3 clusters Score -2547434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2547442.500000 Penalty: 5014.224121
	Iteration 69Q: 3 clusters Score -2547442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2547438.500000 Penalty: 5014.224121
	Iteration 70Q: 3 clusters Score -2547438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2547444.250000 Penalty: 5014.224121
	Iteration 71Q: 3 clusters Score -2547444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2547455.750000 Penalty: 5014.224121
	Iteration 72Q: 3 clusters Score -2547456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2547461.750000 Penalty: 5014.224121
	Iteration 73Q: 3 clusters Score -2547462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2547461.750000 Penalty: 5014.224121
	Iteration 74Q: 3 clusters Score -2547462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2547470.500000 Penalty: 5014.224121
	Iteration 75Q: 3 clusters Score -2547470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2547466.000000 Penalty: 5014.224121
	Iteration 76Q: 3 clusters Score -2547466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2547472.000000 Penalty: 5014.224121
	Iteration 77Q: 3 clusters Score -2547472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2547474.250000 Penalty: 5014.224121
	Iteration 78Q: 3 clusters Score -2547474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2547475.000000 Penalty: 5014.224121
	Iteration 79Q: 3 clusters Score -2547475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2547481.750000 Penalty: 5014.224121
	Iteration 80F: 3 clusters Score -2547482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2547489.500000 Penalty: 5014.224121
	Iteration 81Q: 3 clusters Score -2547490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2547494.500000 Penalty: 5014.224121
	Iteration 82Q: 3 clusters Score -2547494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2547499.500000 Penalty: 5014.224121
	Iteration 83Q: 3 clusters Score -2547500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2547495.000000 Penalty: 5014.224121
	Iteration 84Q: 3 clusters Score -2547495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2547501.250000 Penalty: 5014.224121
	Iteration 85Q: 3 clusters Score -2547501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2547502.250000 Penalty: 5014.224121
	Iteration 86Q: 3 clusters Score -2547502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2547508.750000 Penalty: 5014.224121
	Iteration 87Q: 3 clusters Score -2547509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2547516.250000 Penalty: 5014.224121
	Iteration 88Q: 3 clusters Score -2547516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2547516.750000 Penalty: 5014.224121
	Iteration 89Q: 3 clusters Score -2547517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2547525.000000 Penalty: 5014.224121
	Iteration 90Q: 3 clusters Score -2547525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2547528.750000 Penalty: 5014.224121
	Iteration 91Q: 3 clusters Score -2547529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2547528.250000 Penalty: 5014.224121
	Iteration 92Q: 3 clusters Score -2547528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2547538.750000 Penalty: 5014.224121
	Iteration 93Q: 3 clusters Score -2547539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2547540.750000 Penalty: 5014.224121
	Iteration 94Q: 3 clusters Score -2547541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2547544.000000 Penalty: 5014.224121
	Iteration 95Q: 3 clusters Score -2547544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2547550.750000 Penalty: 5014.224121
	Iteration 96Q: 3 clusters Score -2547551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2547545.250000 Penalty: 5014.224121
	Iteration 97Q: 3 clusters Score -2547545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2547550.250000 Penalty: 5014.224121
	Iteration 98Q: 3 clusters Score -2547550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2547544.750000 Penalty: 5014.224121
	Iteration 99Q: 3 clusters Score -2547545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2547550.250000 Penalty: 5014.224121
	Iteration 100F: 3 clusters Score -2547550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2547551.500000 Penalty: 5014.224121
	Iteration 101Q: 3 clusters Score -2547552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2547547.750000 Penalty: 5014.224121
	Iteration 102Q: 3 clusters Score -2547548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2547555.250000 Penalty: 5014.224121
	Iteration 103Q: 3 clusters Score -2547555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2547557.250000 Penalty: 5014.224121
	Iteration 104Q: 3 clusters Score -2547557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2547562.000000 Penalty: 5014.224121
	Iteration 105Q: 3 clusters Score -2547562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2547569.750000 Penalty: 5014.224121
	Iteration 106Q: 3 clusters Score -2547570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2547569.500000 Penalty: 5014.224121
	Iteration 107Q: 3 clusters Score -2547570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2547578.250000 Penalty: 5014.224121
	Iteration 108Q: 3 clusters Score -2547578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2547574.000000 Penalty: 5014.224121
	Iteration 109Q: 3 clusters Score -2547574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2547586.250000 Penalty: 5014.224121
	Iteration 110Q: 3 clusters Score -2547586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2547588.750000 Penalty: 5014.224121
	Iteration 111Q: 3 clusters Score -2547589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2547585.250000 Penalty: 5014.224121
	Iteration 112Q: 3 clusters Score -2547585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2547584.000000 Penalty: 5014.224121
	Iteration 113Q: 3 clusters Score -2547584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2547584.500000 Penalty: 5014.224121
	Iteration 114Q: 3 clusters Score -2547584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2547588.750000 Penalty: 5014.224121
	Iteration 115Q: 3 clusters Score -2547589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2547588.250000 Penalty: 5014.224121
	Iteration 116Q: 3 clusters Score -2547588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2547587.500000 Penalty: 5014.224121
	Iteration 117Q: 3 clusters Score -2547588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2547590.500000 Penalty: 5014.224121
	Iteration 118Q: 3 clusters Score -2547590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2547592.000000 Penalty: 5014.224121
	Iteration 119Q: 3 clusters Score -2547592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2547591.250000 Penalty: 5014.224121
	Iteration 120F: 3 clusters Score -2547591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2547596.000000 Penalty: 5014.224121
	Iteration 121Q: 3 clusters Score -2547596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2547597.250000 Penalty: 5014.224121
	Iteration 122Q: 3 clusters Score -2547597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2547600.250000 Penalty: 5014.224121
	Iteration 123Q: 3 clusters Score -2547600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2547599.250000 Penalty: 5014.224121
	Iteration 124Q: 3 clusters Score -2547599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2547596.250000 Penalty: 5014.224121
	Iteration 125Q: 3 clusters Score -2547596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2547595.000000 Penalty: 5014.224121
	Iteration 126Q: 3 clusters Score -2547595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2547597.250000 Penalty: 5014.224121
	Iteration 127Q: 3 clusters Score -2547597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2547595.500000 Penalty: 5014.224121
	Iteration 128Q: 3 clusters Score -2547596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2547602.750000 Penalty: 5014.224121
	Iteration 129Q: 3 clusters Score -2547603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2547609.000000 Penalty: 5014.224121
	Iteration 130Q: 3 clusters Score -2547609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2547609.000000 Penalty: 5014.224121
	Iteration 131Q: 3 clusters Score -2547609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2547612.250000 Penalty: 5014.224121
	Iteration 132Q: 3 clusters Score -2547612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2547612.750000 Penalty: 5014.224121
	Iteration 133Q: 3 clusters Score -2547613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2547615.500000 Penalty: 5014.224121
	Iteration 134Q: 3 clusters Score -2547616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2547614.750000 Penalty: 5014.224121
	Iteration 135Q: 3 clusters Score -2547615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2547616.500000 Penalty: 5014.224121
	Iteration 136Q: 3 clusters Score -2547616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2547615.250000 Penalty: 5014.224121
	Iteration 137Q: 3 clusters Score -2547615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2547620.500000 Penalty: 5014.224121
	Iteration 138Q: 3 clusters Score -2547620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2547625.000000 Penalty: 5014.224121
	Iteration 139Q: 3 clusters Score -2547625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2547628.250000 Penalty: 5014.224121
	Iteration 140F: 3 clusters Score -2547628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2547630.000000 Penalty: 5014.224121
	Iteration 141Q: 3 clusters Score -2547630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2547630.000000 Penalty: 5014.224121
	Iteration 142Q: 3 clusters Score -2547630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2547633.500000 Penalty: 5014.224121
	Iteration 143Q: 3 clusters Score -2547634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2547633.500000 Penalty: 5014.224121
	Iteration 144Q: 3 clusters Score -2547634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2547649.750000 Penalty: 5014.224121
	Iteration 145Q: 3 clusters Score -2547650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2547646.500000 Penalty: 5014.224121
	Iteration 146Q: 3 clusters Score -2547646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2547658.250000 Penalty: 5014.224121
	Iteration 147Q: 3 clusters Score -2547658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2547665.750000 Penalty: 5014.224121
	Iteration 148Q: 3 clusters Score -2547666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2547672.000000 Penalty: 5014.224121
	Iteration 149Q: 3 clusters Score -2547672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2547694.000000 Penalty: 5014.224121
	Iteration 150Q: 3 clusters Score -2547694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2547703.750000 Penalty: 5014.224121
	Iteration 151Q: 3 clusters Score -2547704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2547717.500000 Penalty: 5014.224121
	Iteration 152Q: 3 clusters Score -2547718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2547723.750000 Penalty: 5014.224121
	Iteration 153Q: 3 clusters Score -2547724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2547735.250000 Penalty: 5014.224121
	Iteration 154Q: 3 clusters Score -2547735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2547734.500000 Penalty: 5014.224121
	Iteration 155Q: 3 clusters Score -2547734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2547740.500000 Penalty: 5014.224121
	Iteration 156Q: 3 clusters Score -2547740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2547747.250000 Penalty: 5014.224121
	Iteration 157Q: 3 clusters Score -2547747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2547746.500000 Penalty: 5014.224121
	Iteration 158Q: 3 clusters Score -2547746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2547752.000000 Penalty: 5014.224121
	Iteration 159Q: 3 clusters Score -2547752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2547758.250000 Penalty: 5014.224121
	Iteration 160F: 3 clusters Score -2547758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2547756.750000 Penalty: 5014.224121
	Iteration 161Q: 3 clusters Score -2547757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2547758.250000 Penalty: 5014.224121
	Iteration 162Q: 3 clusters Score -2547758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2547755.250000 Penalty: 5014.224121
	Iteration 163Q: 3 clusters Score -2547755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2547756.250000 Penalty: 5014.224121
	Iteration 164Q: 3 clusters Score -2547756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2547757.250000 Penalty: 5014.224121
	Iteration 165Q: 3 clusters Score -2547757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2547756.500000 Penalty: 5014.224121
	Iteration 166Q: 3 clusters Score -2547756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2547758.500000 Penalty: 5014.224121
	Iteration 167Q: 3 clusters Score -2547758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2547754.750000 Penalty: 5014.224121
	Iteration 168Q: 3 clusters Score -2547755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2547754.750000 Penalty: 5014.224121
	Iteration 169F: 3 clusters Score -2547755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Entering Unmasked Estep 
Score: -768983.437500 Penalty: 2192.248291
	Iteration 0F: 2 clusters Score -768983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -763309.687500 Penalty: 4384.496582
	Iteration 0F: 3 clusters Score -763309.7 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -764799.187500 Penalty: 4384.496582
	Iteration 1F: 3 clusters Score -764799.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -765137.875000 Penalty: 4384.496582
	Iteration 2F: 3 clusters Score -765137.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -765489.687500 Penalty: 4384.496582
	Iteration 3F: 3 clusters Score -765489.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -765850.125000 Penalty: 4384.496582
	Iteration 4F: 3 clusters Score -765850.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -766194.375000 Penalty: 4384.496582
	Iteration 5F: 3 clusters Score -766194.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -766464.625000 Penalty: 4384.496582
	Iteration 6F: 3 clusters Score -766464.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -766698.875000 Penalty: 4384.496582
	Iteration 7Q: 3 clusters Score -766698.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -766868.187500 Penalty: 4384.496582
	Iteration 8Q: 3 clusters Score -766868.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -767009.625000 Penalty: 4384.496582
	Iteration 9Q: 3 clusters Score -767009.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -767102.375000 Penalty: 4384.496582
	Iteration 10Q: 3 clusters Score -767102.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -767186.437500 Penalty: 4384.496582
	Iteration 11Q: 3 clusters Score -767186.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -767258.375000 Penalty: 4384.496582
	Iteration 12Q: 3 clusters Score -767258.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -767318.562500 Penalty: 4384.496582
	Iteration 13Q: 3 clusters Score -767318.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -767356.062500 Penalty: 4384.496582
	Iteration 14Q: 3 clusters Score -767356.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -767389.875000 Penalty: 4384.496582
	Iteration 15Q: 3 clusters Score -767389.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -767419.062500 Penalty: 4384.496582
	Iteration 16Q: 3 clusters Score -767419.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -767441.812500 Penalty: 4384.496582
	Iteration 17Q: 3 clusters Score -767441.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -767460.500000 Penalty: 4384.496582
	Iteration 18Q: 3 clusters Score -767460.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -767473.000000 Penalty: 4384.496582
	Iteration 19Q: 3 clusters Score -767473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -767483.312500 Penalty: 4384.496582
	Iteration 20F: 3 clusters Score -767483.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -767490.875000 Penalty: 4384.496582
	Iteration 21Q: 3 clusters Score -767490.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -767495.000000 Penalty: 4384.496582
	Iteration 22Q: 3 clusters Score -767495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -767496.687500 Penalty: 4384.496582
	Iteration 23Q: 3 clusters Score -767496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -767498.562500 Penalty: 4384.496582
	Iteration 24Q: 3 clusters Score -767498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -767499.875000 Penalty: 4384.496582
	Iteration 25Q: 3 clusters Score -767499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -767500.937500 Penalty: 4384.496582
	Iteration 26Q: 3 clusters Score -767500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -767502.062500 Penalty: 4384.496582
	Iteration 27Q: 3 clusters Score -767502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -767502.000000 Penalty: 4384.496582
	Iteration 28Q: 3 clusters Score -767502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -767501.750000 Penalty: 4384.496582
	Iteration 29Q: 3 clusters Score -767501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -767503.250000 Penalty: 4384.496582
	Iteration 30Q: 3 clusters Score -767503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -767503.250000 Penalty: 4384.496582
	Iteration 31F: 3 clusters Score -767503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (20924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Entering Unmasked Estep 
Score: -2405677.750000 Penalty: 2467.265869
	Iteration 0F: 2 clusters Score -2405678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2390973.250000 Penalty: 4934.531738
	Iteration 0F: 3 clusters Score -2390973 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2395943.500000 Penalty: 4934.531738
	Iteration 1F: 3 clusters Score -2395944 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2396317.500000 Penalty: 4934.531738
	Iteration 2Q: 3 clusters Score -2396318 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2396600.750000 Penalty: 4934.531738
	Iteration 3Q: 3 clusters Score -2396601 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2396918.000000 Penalty: 4934.531738
	Iteration 4Q: 3 clusters Score -2396918 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2397235.500000 Penalty: 4934.531738
	Iteration 5Q: 3 clusters Score -2397236 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2397618.000000 Penalty: 4934.531738
	Iteration 6Q: 3 clusters Score -2397618 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2398027.750000 Penalty: 4934.531738
	Iteration 7Q: 3 clusters Score -2398028 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2398445.750000 Penalty: 4934.531738
	Iteration 8Q: 3 clusters Score -2398446 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2398868.750000 Penalty: 4934.531738
	Iteration 9Q: 3 clusters Score -2398869 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2399297.250000 Penalty: 4934.531738
	Iteration 10Q: 3 clusters Score -2399297 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2399672.250000 Penalty: 4934.531738
	Iteration 11Q: 3 clusters Score -2399672 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2400002.000000 Penalty: 4934.531738
	Iteration 12Q: 3 clusters Score -2400002 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2400296.750000 Penalty: 4934.531738
	Iteration 13Q: 3 clusters Score -2400297 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2400581.750000 Penalty: 4934.531738
	Iteration 14Q: 3 clusters Score -2400582 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2400868.750000 Penalty: 4934.531738
	Iteration 15Q: 3 clusters Score -2400869 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2401133.750000 Penalty: 4934.531738
	Iteration 16Q: 3 clusters Score -2401134 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2401403.500000 Penalty: 4934.531738
	Iteration 17Q: 3 clusters Score -2401404 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2401646.000000 Penalty: 4934.531738
	Iteration 18Q: 3 clusters Score -2401646 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2401879.000000 Penalty: 4934.531738
	Iteration 19Q: 3 clusters Score -2401879 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2402072.250000 Penalty: 4934.531738
	Iteration 20F: 3 clusters Score -2402072 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2402243.000000 Penalty: 4934.531738
	Iteration 21Q: 3 clusters Score -2402243 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2402407.000000 Penalty: 4934.531738
	Iteration 22Q: 3 clusters Score -2402407 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2402559.500000 Penalty: 4934.531738
	Iteration 23Q: 3 clusters Score -2402560 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2402731.750000 Penalty: 4934.531738
	Iteration 24Q: 3 clusters Score -2402732 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2402852.500000 Penalty: 4934.531738
	Iteration 25Q: 3 clusters Score -2402852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2402949.000000 Penalty: 4934.531738
	Iteration 26Q: 3 clusters Score -2402949 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2403032.500000 Penalty: 4934.531738
	Iteration 27Q: 3 clusters Score -2403032 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2403107.750000 Penalty: 4934.531738
	Iteration 28Q: 3 clusters Score -2403108 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2403152.750000 Penalty: 4934.531738
	Iteration 29Q: 3 clusters Score -2403153 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2403197.250000 Penalty: 4934.531738
	Iteration 30Q: 3 clusters Score -2403197 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2403231.750000 Penalty: 4934.531738
	Iteration 31Q: 3 clusters Score -2403232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2403265.250000 Penalty: 4934.531738
	Iteration 32Q: 3 clusters Score -2403265 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2403299.500000 Penalty: 4934.531738
	Iteration 33Q: 3 clusters Score -2403300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2403322.250000 Penalty: 4934.531738
	Iteration 34Q: 3 clusters Score -2403322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2403337.250000 Penalty: 4934.531738
	Iteration 35Q: 3 clusters Score -2403337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2403345.750000 Penalty: 4934.531738
	Iteration 36Q: 3 clusters Score -2403346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2403362.250000 Penalty: 4934.531738
	Iteration 37Q: 3 clusters Score -2403362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2403377.500000 Penalty: 4934.531738
	Iteration 38Q: 3 clusters Score -2403378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2403393.500000 Penalty: 4934.531738
	Iteration 39Q: 3 clusters Score -2403394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2403414.750000 Penalty: 4934.531738
	Iteration 40F: 3 clusters Score -2403415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2403416.250000 Penalty: 4934.531738
	Iteration 41Q: 3 clusters Score -2403416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2403426.000000 Penalty: 4934.531738
	Iteration 42Q: 3 clusters Score -2403426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2403435.750000 Penalty: 4934.531738
	Iteration 43Q: 3 clusters Score -2403436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2403441.250000 Penalty: 4934.531738
	Iteration 44Q: 3 clusters Score -2403441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2403453.750000 Penalty: 4934.531738
	Iteration 45Q: 3 clusters Score -2403454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2403468.500000 Penalty: 4934.531738
	Iteration 46Q: 3 clusters Score -2403468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2403473.500000 Penalty: 4934.531738
	Iteration 47Q: 3 clusters Score -2403474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2403484.500000 Penalty: 4934.531738
	Iteration 48Q: 3 clusters Score -2403484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2403495.500000 Penalty: 4934.531738
	Iteration 49Q: 3 clusters Score -2403496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2403503.250000 Penalty: 4934.531738
	Iteration 50Q: 3 clusters Score -2403503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2403506.000000 Penalty: 4934.531738
	Iteration 51Q: 3 clusters Score -2403506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2403513.250000 Penalty: 4934.531738
	Iteration 52Q: 3 clusters Score -2403513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2403517.250000 Penalty: 4934.531738
	Iteration 53Q: 3 clusters Score -2403517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2403519.750000 Penalty: 4934.531738
	Iteration 54Q: 3 clusters Score -2403520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2403523.250000 Penalty: 4934.531738
	Iteration 55Q: 3 clusters Score -2403523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2403522.000000 Penalty: 4934.531738
	Iteration 56Q: 3 clusters Score -2403522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2403526.750000 Penalty: 4934.531738
	Iteration 57Q: 3 clusters Score -2403527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2403528.500000 Penalty: 4934.531738
	Iteration 58Q: 3 clusters Score -2403528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2403532.500000 Penalty: 4934.531738
	Iteration 59Q: 3 clusters Score -2403532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2403532.500000 Penalty: 4934.531738
	Iteration 60F: 3 clusters Score -2403532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2403536.750000 Penalty: 4934.531738
	Iteration 61Q: 3 clusters Score -2403537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2403538.000000 Penalty: 4934.531738
	Iteration 62Q: 3 clusters Score -2403538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2403545.000000 Penalty: 4934.531738
	Iteration 63Q: 3 clusters Score -2403545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2403542.750000 Penalty: 4934.531738
	Iteration 64Q: 3 clusters Score -2403543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2403545.750000 Penalty: 4934.531738
	Iteration 65Q: 3 clusters Score -2403546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2403542.000000 Penalty: 4934.531738
	Iteration 66Q: 3 clusters Score -2403542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2403544.250000 Penalty: 4934.531738
	Iteration 67Q: 3 clusters Score -2403544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2403545.750000 Penalty: 4934.531738
	Iteration 68Q: 3 clusters Score -2403546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2403547.750000 Penalty: 4934.531738
	Iteration 69Q: 3 clusters Score -2403548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2403552.500000 Penalty: 4934.531738
	Iteration 70Q: 3 clusters Score -2403552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2403552.500000 Penalty: 4934.531738
	Iteration 71Q: 3 clusters Score -2403552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2403551.500000 Penalty: 4934.531738
	Iteration 72Q: 3 clusters Score -2403552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2403550.750000 Penalty: 4934.531738
	Iteration 73Q: 3 clusters Score -2403551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2403555.750000 Penalty: 4934.531738
	Iteration 74Q: 3 clusters Score -2403556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2403558.250000 Penalty: 4934.531738
	Iteration 75Q: 3 clusters Score -2403558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2403556.250000 Penalty: 4934.531738
	Iteration 76Q: 3 clusters Score -2403556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2403556.500000 Penalty: 4934.531738
	Iteration 77Q: 3 clusters Score -2403556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2403563.750000 Penalty: 4934.531738
	Iteration 78Q: 3 clusters Score -2403564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2403562.750000 Penalty: 4934.531738
	Iteration 79Q: 3 clusters Score -2403563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2403561.000000 Penalty: 4934.531738
	Iteration 80F: 3 clusters Score -2403561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2403566.500000 Penalty: 4934.531738
	Iteration 81Q: 3 clusters Score -2403566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2403570.750000 Penalty: 4934.531738
	Iteration 82Q: 3 clusters Score -2403571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2403576.250000 Penalty: 4934.531738
	Iteration 83Q: 3 clusters Score -2403576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2403577.500000 Penalty: 4934.531738
	Iteration 84Q: 3 clusters Score -2403578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2403586.500000 Penalty: 4934.531738
	Iteration 85Q: 3 clusters Score -2403586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2403585.250000 Penalty: 4934.531738
	Iteration 86Q: 3 clusters Score -2403585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2403591.500000 Penalty: 4934.531738
	Iteration 87Q: 3 clusters Score -2403592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2403592.250000 Penalty: 4934.531738
	Iteration 88Q: 3 clusters Score -2403592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2403594.750000 Penalty: 4934.531738
	Iteration 89Q: 3 clusters Score -2403595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2403598.000000 Penalty: 4934.531738
	Iteration 90Q: 3 clusters Score -2403598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2403596.000000 Penalty: 4934.531738
	Iteration 91Q: 3 clusters Score -2403596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2403596.750000 Penalty: 4934.531738
	Iteration 92Q: 3 clusters Score -2403597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2403595.500000 Penalty: 4934.531738
	Iteration 93Q: 3 clusters Score -2403596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2403595.500000 Penalty: 4934.531738
	Iteration 94Q: 3 clusters Score -2403596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2403597.750000 Penalty: 4934.531738
	Iteration 95Q: 3 clusters Score -2403598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2403597.250000 Penalty: 4934.531738
	Iteration 96Q: 3 clusters Score -2403597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2403600.250000 Penalty: 4934.531738
	Iteration 97Q: 3 clusters Score -2403600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2403600.750000 Penalty: 4934.531738
	Iteration 98Q: 3 clusters Score -2403601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2403606.250000 Penalty: 4934.531738
	Iteration 99Q: 3 clusters Score -2403606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2403609.250000 Penalty: 4934.531738
	Iteration 100F: 3 clusters Score -2403609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2403607.000000 Penalty: 4934.531738
	Iteration 101Q: 3 clusters Score -2403607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2403610.500000 Penalty: 4934.531738
	Iteration 102Q: 3 clusters Score -2403610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2403612.500000 Penalty: 4934.531738
	Iteration 103Q: 3 clusters Score -2403612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2403609.000000 Penalty: 4934.531738
	Iteration 104Q: 3 clusters Score -2403609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2403611.000000 Penalty: 4934.531738
	Iteration 105Q: 3 clusters Score -2403611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2403613.500000 Penalty: 4934.531738
	Iteration 106Q: 3 clusters Score -2403614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2403617.250000 Penalty: 4934.531738
	Iteration 107Q: 3 clusters Score -2403617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2403621.250000 Penalty: 4934.531738
	Iteration 108Q: 3 clusters Score -2403621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2403621.750000 Penalty: 4934.531738
	Iteration 109Q: 3 clusters Score -2403622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2403620.500000 Penalty: 4934.531738
	Iteration 110Q: 3 clusters Score -2403620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2403623.750000 Penalty: 4934.531738
	Iteration 111Q: 3 clusters Score -2403624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2403624.750000 Penalty: 4934.531738
	Iteration 112Q: 3 clusters Score -2403625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2403626.750000 Penalty: 4934.531738
	Iteration 113Q: 3 clusters Score -2403627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2403624.000000 Penalty: 4934.531738
	Iteration 114Q: 3 clusters Score -2403624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2403624.250000 Penalty: 4934.531738
	Iteration 115Q: 3 clusters Score -2403624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2403623.500000 Penalty: 4934.531738
	Iteration 116Q: 3 clusters Score -2403624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2403624.500000 Penalty: 4934.531738
	Iteration 117Q: 3 clusters Score -2403624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2403622.500000 Penalty: 4934.531738
	Iteration 118Q: 3 clusters Score -2403622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2403624.250000 Penalty: 4934.531738
	Iteration 119Q: 3 clusters Score -2403624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2403621.750000 Penalty: 4934.531738
	Iteration 120F: 3 clusters Score -2403622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2403625.250000 Penalty: 4934.531738
	Iteration 121Q: 3 clusters Score -2403625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2403627.000000 Penalty: 4934.531738
	Iteration 122Q: 3 clusters Score -2403627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2403627.000000 Penalty: 4934.531738
	Iteration 123Q: 3 clusters Score -2403627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2403628.000000 Penalty: 4934.531738
	Iteration 124Q: 3 clusters Score -2403628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2403628.000000 Penalty: 4934.531738
	Iteration 125F: 3 clusters Score -2403628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -1513278.500000 Penalty: 2373.370117
	Iteration 0F: 2 clusters Score -1513278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1502857.750000 Penalty: 4746.740234
	Iteration 0F: 3 clusters Score -1502858 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1506222.500000 Penalty: 4746.740234
	Iteration 1F: 3 clusters Score -1506222 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1506873.875000 Penalty: 4746.740234
	Iteration 2F: 3 clusters Score -1506874 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1507552.500000 Penalty: 4746.740234
	Iteration 3F: 3 clusters Score -1507552 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1508210.625000 Penalty: 4746.740234
	Iteration 4F: 3 clusters Score -1508211 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1508774.125000 Penalty: 4746.740234
	Iteration 5F: 3 clusters Score -1508774 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1509237.375000 Penalty: 4746.740234
	Iteration 6F: 3 clusters Score -1509237 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1509634.250000 Penalty: 4746.740234
	Iteration 7Q: 3 clusters Score -1509634 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1509977.000000 Penalty: 4746.740234
	Iteration 8Q: 3 clusters Score -1509977 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1510284.875000 Penalty: 4746.740234
	Iteration 9Q: 3 clusters Score -1510285 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1510549.000000 Penalty: 4746.740234
	Iteration 10Q: 3 clusters Score -1510549 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1510765.125000 Penalty: 4746.740234
	Iteration 11Q: 3 clusters Score -1510765 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1510969.750000 Penalty: 4746.740234
	Iteration 12Q: 3 clusters Score -1510970 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1511156.250000 Penalty: 4746.740234
	Iteration 13Q: 3 clusters Score -1511156 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1511306.375000 Penalty: 4746.740234
	Iteration 14Q: 3 clusters Score -1511306 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1511414.250000 Penalty: 4746.740234
	Iteration 15Q: 3 clusters Score -1511414 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1511493.375000 Penalty: 4746.740234
	Iteration 16Q: 3 clusters Score -1511493 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1511559.625000 Penalty: 4746.740234
	Iteration 17Q: 3 clusters Score -1511560 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1511624.625000 Penalty: 4746.740234
	Iteration 18Q: 3 clusters Score -1511625 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1511673.750000 Penalty: 4746.740234
	Iteration 19Q: 3 clusters Score -1511674 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1511717.375000 Penalty: 4746.740234
	Iteration 20F: 3 clusters Score -1511717 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1511759.625000 Penalty: 4746.740234
	Iteration 21Q: 3 clusters Score -1511760 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1511787.875000 Penalty: 4746.740234
	Iteration 22Q: 3 clusters Score -1511788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1511809.625000 Penalty: 4746.740234
	Iteration 23Q: 3 clusters Score -1511810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1511825.375000 Penalty: 4746.740234
	Iteration 24Q: 3 clusters Score -1511825 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1511841.500000 Penalty: 4746.740234
	Iteration 25Q: 3 clusters Score -1511842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1511860.375000 Penalty: 4746.740234
	Iteration 26Q: 3 clusters Score -1511860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1511869.250000 Penalty: 4746.740234
	Iteration 27Q: 3 clusters Score -1511869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1511877.375000 Penalty: 4746.740234
	Iteration 28Q: 3 clusters Score -1511877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1511879.750000 Penalty: 4746.740234
	Iteration 29Q: 3 clusters Score -1511880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1511885.625000 Penalty: 4746.740234
	Iteration 30Q: 3 clusters Score -1511886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1511886.875000 Penalty: 4746.740234
	Iteration 31Q: 3 clusters Score -1511887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1511892.625000 Penalty: 4746.740234
	Iteration 32Q: 3 clusters Score -1511893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1511898.250000 Penalty: 4746.740234
	Iteration 33Q: 3 clusters Score -1511898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1511903.500000 Penalty: 4746.740234
	Iteration 34Q: 3 clusters Score -1511904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1511904.875000 Penalty: 4746.740234
	Iteration 35Q: 3 clusters Score -1511905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1511910.375000 Penalty: 4746.740234
	Iteration 36Q: 3 clusters Score -1511910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1511906.125000 Penalty: 4746.740234
	Iteration 37Q: 3 clusters Score -1511906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1511907.875000 Penalty: 4746.740234
	Iteration 38Q: 3 clusters Score -1511908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1511907.375000 Penalty: 4746.740234
	Iteration 39Q: 3 clusters Score -1511907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1511905.375000 Penalty: 4746.740234
	Iteration 40F: 3 clusters Score -1511905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1511908.750000 Penalty: 4746.740234
	Iteration 41Q: 3 clusters Score -1511909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1511913.375000 Penalty: 4746.740234
	Iteration 42Q: 3 clusters Score -1511913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1511910.750000 Penalty: 4746.740234
	Iteration 43Q: 3 clusters Score -1511911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1511910.125000 Penalty: 4746.740234
	Iteration 44Q: 3 clusters Score -1511910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1511908.625000 Penalty: 4746.740234
	Iteration 45Q: 3 clusters Score -1511909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1511913.250000 Penalty: 4746.740234
	Iteration 46Q: 3 clusters Score -1511913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1511915.125000 Penalty: 4746.740234
	Iteration 47Q: 3 clusters Score -1511915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1511918.250000 Penalty: 4746.740234
	Iteration 48Q: 3 clusters Score -1511918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1511921.000000 Penalty: 4746.740234
	Iteration 49Q: 3 clusters Score -1511921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1511919.250000 Penalty: 4746.740234
	Iteration 50Q: 3 clusters Score -1511919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1511921.750000 Penalty: 4746.740234
	Iteration 51Q: 3 clusters Score -1511922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1511920.625000 Penalty: 4746.740234
	Iteration 52Q: 3 clusters Score -1511921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1511920.625000 Penalty: 4746.740234
	Iteration 53F: 3 clusters Score -1511921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -147304.656250 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -147304.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145134.937500 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -145134.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -145530.000000 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -145530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145635.000000 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -145635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -145685.296875 Penalty: 3583.116211
	Iteration 3Q: 3 clusters Score -145685.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -145711.765625 Penalty: 3583.116211
	Iteration 4Q: 3 clusters Score -145711.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -145730.906250 Penalty: 3583.116211
	Iteration 5Q: 3 clusters Score -145730.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145738.078125 Penalty: 3583.116211
	Iteration 6Q: 3 clusters Score -145738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145741.078125 Penalty: 3583.116211
	Iteration 7Q: 3 clusters Score -145741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -145743.531250 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -145743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -145748.656250 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -145748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145751.828125 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -145751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145753.562500 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -145753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145755.328125 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -145755.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145755.328125 Penalty: 3583.116211
	Iteration 13F: 3 clusters Score -145755.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -702814.875000 Penalty: 2167.285889
	Iteration 0F: 2 clusters Score -702814.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -697541.625000 Penalty: 4334.571777
	Iteration 0F: 3 clusters Score -697541.6 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -698928.562500 Penalty: 4334.571777
	Iteration 1F: 3 clusters Score -698928.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -699155.312500 Penalty: 4334.571777
	Iteration 2F: 3 clusters Score -699155.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -699309.625000 Penalty: 4334.571777
	Iteration 3Q: 3 clusters Score -699309.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -699421.812500 Penalty: 4334.571777
	Iteration 4Q: 3 clusters Score -699421.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -699512.937500 Penalty: 4334.571777
	Iteration 5Q: 3 clusters Score -699512.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -699582.687500 Penalty: 4334.571777
	Iteration 6Q: 3 clusters Score -699582.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -699640.812500 Penalty: 4334.571777
	Iteration 7Q: 3 clusters Score -699640.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -699695.125000 Penalty: 4334.571777
	Iteration 8Q: 3 clusters Score -699695.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -699743.375000 Penalty: 4334.571777
	Iteration 9Q: 3 clusters Score -699743.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -699792.812500 Penalty: 4334.571777
	Iteration 10Q: 3 clusters Score -699792.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -699847.062500 Penalty: 4334.571777
	Iteration 11Q: 3 clusters Score -699847.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -699914.562500 Penalty: 4334.571777
	Iteration 12Q: 3 clusters Score -699914.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -699985.750000 Penalty: 4334.571777
	Iteration 13Q: 3 clusters Score -699985.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -700078.125000 Penalty: 4334.571777
	Iteration 14Q: 3 clusters Score -700078.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -700184.500000 Penalty: 4334.571777
	Iteration 15Q: 3 clusters Score -700184.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -700317.375000 Penalty: 4334.571777
	Iteration 16Q: 3 clusters Score -700317.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -700434.625000 Penalty: 4334.571777
	Iteration 17Q: 3 clusters Score -700434.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -700568.062500 Penalty: 4334.571777
	Iteration 18Q: 3 clusters Score -700568.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -700676.187500 Penalty: 4334.571777
	Iteration 19Q: 3 clusters Score -700676.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -700780.500000 Penalty: 4334.571777
	Iteration 20F: 3 clusters Score -700780.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -700874.437500 Penalty: 4334.571777
	Iteration 21Q: 3 clusters Score -700874.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -700927.250000 Penalty: 4334.571777
	Iteration 22Q: 3 clusters Score -700927.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -700967.562500 Penalty: 4334.571777
	Iteration 23Q: 3 clusters Score -700967.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -701005.812500 Penalty: 4334.571777
	Iteration 24Q: 3 clusters Score -701005.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -701037.187500 Penalty: 4334.571777
	Iteration 25Q: 3 clusters Score -701037.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -701049.062500 Penalty: 4334.571777
	Iteration 26Q: 3 clusters Score -701049.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -701063.750000 Penalty: 4334.571777
	Iteration 27Q: 3 clusters Score -701063.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -701071.562500 Penalty: 4334.571777
	Iteration 28Q: 3 clusters Score -701071.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -701078.937500 Penalty: 4334.571777
	Iteration 29Q: 3 clusters Score -701078.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -701085.437500 Penalty: 4334.571777
	Iteration 30Q: 3 clusters Score -701085.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -701089.125000 Penalty: 4334.571777
	Iteration 31Q: 3 clusters Score -701089.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -701092.375000 Penalty: 4334.571777
	Iteration 32Q: 3 clusters Score -701092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -701093.812500 Penalty: 4334.571777
	Iteration 33Q: 3 clusters Score -701093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -701097.687500 Penalty: 4334.571777
	Iteration 34Q: 3 clusters Score -701097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -701098.750000 Penalty: 4334.571777
	Iteration 35Q: 3 clusters Score -701098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -701098.750000 Penalty: 4334.571777
	Iteration 36F: 3 clusters Score -701098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -47803.414062 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -47803.41 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 262 members 
Entering Unmasked Estep 
Score: -46287.066406 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -46287.07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46486.183594 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -46486.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46633.136719 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -46633.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46798.386719 Penalty: 3076.457764
	Iteration 3F: 3 clusters Score -46798.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46864.054688 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -46864.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46875.015625 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -46875.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46880.296875 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -46880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46885.632812 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -46885.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46885.632812 Penalty: 3076.457764
	Iteration 8F: 3 clusters Score -46885.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109555 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 212984 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12169 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 1824 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 305 members 
Mstep: Class 42 contains 9105 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 53542 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3585 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3620 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24571 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14329 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139285168.000000 Penalty: 219852.140625
Iteration 159Q: 64 clusters Score -1.392852e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6000 members 
Mstep: Class 3 contains 27916 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 18058 members 
Mstep: Class 6 contains 140562 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109547 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 10710 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9525 members 
Mstep: Class 15 contains 212993 members 
Mstep: Class 16 contains 23242 members 
Mstep: Class 17 contains 44306 members 
Mstep: Class 18 contains 38621 members 
Mstep: Class 19 contains 129394 members 
Mstep: Class 20 contains 21666 members 
Mstep: Class 21 contains 20530 members 
Mstep: Class 22 contains 11455 members 
Mstep: Class 23 contains 5405 members 
Mstep: Class 24 contains 4576 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7388 members 
Mstep: Class 28 contains 11696 members 
Mstep: Class 29 contains 10272 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 12732 members 
Mstep: Class 32 contains 40674 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 3358 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12171 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 311 members 
Mstep: Class 42 contains 9098 members 
Mstep: Class 43 contains 7259 members 
Mstep: Class 44 contains 53546 members 
Mstep: Class 45 contains 16709 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13934 members 
Mstep: Class 48 contains 14632 members 
Mstep: Class 49 contains 3594 members 
Mstep: Class 50 contains 6855 members 
Mstep: Class 51 contains 3624 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 6921 members 
Mstep: Class 55 contains 20929 members 
Mstep: Class 56 contains 14352 members 
Mstep: Class 57 contains 1347 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 3863 members 
Mstep: Class 61 contains 278 members 
Mstep: Class 62 contains 2890 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139286672.000000 Penalty: 219852.140625
Iteration 160F: 64 clusters Score -1.392867e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27911 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 18057 members 
Mstep: Class 6 contains 140561 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 16693 members 
Mstep: Class 9 contains 109545 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 10721 members 
Mstep: Class 12 contains 6699 members 
Mstep: Class 13 contains 15724 members 
Mstep: Class 14 contains 9498 members 
Mstep: Class 15 contains 212996 members 
Mstep: Class 16 contains 23258 members 
Mstep: Class 17 contains 44229 members 
Mstep: Class 18 contains 38518 members 
Mstep: Class 19 contains 129398 members 
Mstep: Class 20 contains 21664 members 
Mstep: Class 21 contains 20528 members 
Mstep: Class 22 contains 11402 members 
Mstep: Class 23 contains 5399 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7347 members 
Mstep: Class 28 contains 11695 members 
Mstep: Class 29 contains 10254 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 12739 members 
Mstep: Class 32 contains 40676 members 
Mstep: Class 33 contains 9208 members 
Mstep: Class 34 contains 3364 members 
Mstep: Class 35 contains 9667 members 
Mstep: Class 36 contains 12173 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2043 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9089 members 
Mstep: Class 43 contains 7238 members 
Mstep: Class 44 contains 53544 members 
Mstep: Class 45 contains 16653 members 
Mstep: Class 46 contains 41466 members 
Mstep: Class 47 contains 13926 members 
Mstep: Class 48 contains 14623 members 
Mstep: Class 49 contains 3590 members 
Mstep: Class 50 contains 6855 members 
Mstep: Class 51 contains 3629 members 
Mstep: Class 52 contains 3843 members 
Mstep: Class 53 contains 24461 members 
Mstep: Class 54 contains 6901 members 
Mstep: Class 55 contains 20925 members 
Mstep: Class 56 contains 14379 members 
Mstep: Class 57 contains 1309 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4144 members 
Mstep: Class 61 contains 287 members 
Mstep: Class 62 contains 3273 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139287392.000000 Penalty: 219852.140625
Iteration 161Q: 64 clusters Score -1.392874e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6000 members 
Mstep: Class 3 contains 27911 members 
Mstep: Class 4 contains 4582 members 
Mstep: Class 5 contains 18057 members 
Mstep: Class 6 contains 140562 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 16692 members 
Mstep: Class 9 contains 109546 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 10746 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 9491 members 
Mstep: Class 15 contains 213000 members 
Mstep: Class 16 contains 23272 members 
Mstep: Class 17 contains 44138 members 
Mstep: Class 18 contains 38461 members 
Mstep: Class 19 contains 129353 members 
Mstep: Class 20 contains 21657 members 
Mstep: Class 21 contains 20527 members 
Mstep: Class 22 contains 11368 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7356 members 
Mstep: Class 28 contains 11687 members 
Mstep: Class 29 contains 10240 members 
Mstep: Class 30 contains 4467 members 
Mstep: Class 31 contains 12750 members 
Mstep: Class 32 contains 40675 members 
Mstep: Class 33 contains 9223 members 
Mstep: Class 34 contains 3373 members 
Mstep: Class 35 contains 9653 members 
Mstep: Class 36 contains 12176 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2105 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 9080 members 
Mstep: Class 43 contains 7220 members 
Mstep: Class 44 contains 53541 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 41468 members 
Mstep: Class 47 contains 13923 members 
Mstep: Class 48 contains 14614 members 
Mstep: Class 49 contains 3595 members 
Mstep: Class 50 contains 6855 members 
Mstep: Class 51 contains 3637 members 
Mstep: Class 52 contains 3843 members 
Mstep: Class 53 contains 24405 members 
Mstep: Class 54 contains 6895 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14412 members 
Mstep: Class 57 contains 1298 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4260 members 
Mstep: Class 61 contains 297 members 
Mstep: Class 62 contains 3500 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139287984.000000 Penalty: 219852.140625
Iteration 162Q: 64 clusters Score -1.39288e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 27907 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 18059 members 
Mstep: Class 6 contains 140559 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 109549 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10759 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 15728 members 
Mstep: Class 14 contains 9482 members 
Mstep: Class 15 contains 212991 members 
Mstep: Class 16 contains 23297 members 
Mstep: Class 17 contains 44054 members 
Mstep: Class 18 contains 38418 members 
Mstep: Class 19 contains 129295 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 20527 members 
Mstep: Class 22 contains 11340 members 
Mstep: Class 23 contains 5398 members 
Mstep: Class 24 contains 4530 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 27 contains 7356 members 
Mstep: Class 28 contains 11685 members 
Mstep: Class 29 contains 10234 members 
Mstep: Class 30 contains 4464 members 
Mstep: Class 31 contains 12749 members 
Mstep: Class 32 contains 40668 members 
Mstep: Class 33 contains 9237 members 
Mstep: Class 34 contains 3382 members 
Mstep: Class 35 contains 9641 members 
Mstep: Class 36 contains 12177 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2135 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 316 members 
Mstep: Class 42 contains 9076 members 
Mstep: Class 43 contains 7205 members 
Mstep: Class 44 contains 53541 members 
Mstep: Class 45 contains 16586 members 
Mstep: Class 46 contains 41466 members 
Mstep: Class 47 contains 13922 members 
Mstep: Class 48 contains 14615 members 
Mstep: Class 49 contains 3605 members 
Mstep: Class 50 contains 6854 members 
Mstep: Class 51 contains 3643 members 
Mstep: Class 52 contains 3841 members 
Mstep: Class 53 contains 24396 members 
Mstep: Class 54 contains 6884 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14450 members 
Mstep: Class 57 contains 1286 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4341 members 
Mstep: Class 61 contains 313 members 
Mstep: Class 62 contains 3659 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288320.000000 Penalty: 219852.140625
Iteration 163Q: 64 clusters Score -1.392883e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 18057 members 
Mstep: Class 6 contains 140557 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 16696 members 
Mstep: Class 9 contains 109549 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10776 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15740 members 
Mstep: Class 14 contains 9474 members 
Mstep: Class 15 contains 212999 members 
Mstep: Class 16 contains 23312 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 129228 members 
Mstep: Class 20 contains 21656 members 
Mstep: Class 21 contains 20525 members 
Mstep: Class 22 contains 11310 members 
Mstep: Class 23 contains 5391 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 7366 members 
Mstep: Class 28 contains 11684 members 
Mstep: Class 29 contains 10230 members 
Mstep: Class 30 contains 4463 members 
Mstep: Class 31 contains 12755 members 
Mstep: Class 32 contains 40669 members 
Mstep: Class 33 contains 9250 members 
Mstep: Class 34 contains 3390 members 
Mstep: Class 35 contains 9642 members 
Mstep: Class 36 contains 12177 members 
Mstep: Class 37 contains 6780 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2175 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9074 members 
Mstep: Class 43 contains 7199 members 
Mstep: Class 44 contains 53547 members 
Mstep: Class 45 contains 16568 members 
Mstep: Class 46 contains 41463 members 
Mstep: Class 47 contains 13917 members 
Mstep: Class 48 contains 14615 members 
Mstep: Class 49 contains 3606 members 
Mstep: Class 50 contains 6857 members 
Mstep: Class 51 contains 3656 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24397 members 
Mstep: Class 54 contains 6889 members 
Mstep: Class 55 contains 20923 members 
Mstep: Class 56 contains 14483 members 
Mstep: Class 57 contains 1278 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4382 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 3779 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288672.000000 Penalty: 219852.140625
Iteration 164Q: 64 clusters Score -1.392887e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 27900 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140555 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 16695 members 
Mstep: Class 9 contains 109559 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10791 members 
Mstep: Class 12 contains 6711 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 9470 members 
Mstep: Class 15 contains 212995 members 
Mstep: Class 16 contains 23319 members 
Mstep: Class 17 contains 43844 members 
Mstep: Class 18 contains 38345 members 
Mstep: Class 19 contains 129156 members 
Mstep: Class 20 contains 21658 members 
Mstep: Class 21 contains 20524 members 
Mstep: Class 22 contains 11282 members 
Mstep: Class 23 contains 5400 members 
Mstep: Class 24 contains 4513 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 7393 members 
Mstep: Class 28 contains 11683 members 
Mstep: Class 29 contains 10223 members 
Mstep: Class 30 contains 4465 members 
Mstep: Class 31 contains 12756 members 
Mstep: Class 32 contains 40671 members 
Mstep: Class 33 contains 9261 members 
Mstep: Class 34 contains 3398 members 
Mstep: Class 35 contains 9639 members 
Mstep: Class 36 contains 12178 members 
Mstep: Class 37 contains 6782 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 8185 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9068 members 
Mstep: Class 43 contains 7190 members 
Mstep: Class 44 contains 53556 members 
Mstep: Class 45 contains 16548 members 
Mstep: Class 46 contains 41454 members 
Mstep: Class 47 contains 13914 members 
Mstep: Class 48 contains 14621 members 
Mstep: Class 49 contains 3611 members 
Mstep: Class 50 contains 6859 members 
Mstep: Class 51 contains 3665 members 
Mstep: Class 52 contains 3832 members 
Mstep: Class 53 contains 24421 members 
Mstep: Class 54 contains 6887 members 
Mstep: Class 55 contains 20921 members 
Mstep: Class 56 contains 14526 members 
Mstep: Class 57 contains 1270 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4410 members 
Mstep: Class 61 contains 341 members 
Mstep: Class 62 contains 3877 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288800.000000 Penalty: 219852.140625
Iteration 165Q: 64 clusters Score -1.392888e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 27902 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140555 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16693 members 
Mstep: Class 9 contains 109567 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10797 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 9464 members 
Mstep: Class 15 contains 212997 members 
Mstep: Class 16 contains 23323 members 
Mstep: Class 17 contains 43751 members 
Mstep: Class 18 contains 38330 members 
Mstep: Class 19 contains 129093 members 
Mstep: Class 20 contains 21659 members 
Mstep: Class 21 contains 20522 members 
Mstep: Class 22 contains 11272 members 
Mstep: Class 23 contains 5409 members 
Mstep: Class 24 contains 4508 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7423 members 
Mstep: Class 28 contains 11684 members 
Mstep: Class 29 contains 10221 members 
Mstep: Class 30 contains 4467 members 
Mstep: Class 31 contains 12761 members 
Mstep: Class 32 contains 40667 members 
Mstep: Class 33 contains 9263 members 
Mstep: Class 34 contains 3398 members 
Mstep: Class 35 contains 9640 members 
Mstep: Class 36 contains 12178 members 
Mstep: Class 37 contains 6783 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 8185 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9062 members 
Mstep: Class 43 contains 7181 members 
Mstep: Class 44 contains 53562 members 
Mstep: Class 45 contains 16533 members 
Mstep: Class 46 contains 41449 members 
Mstep: Class 47 contains 13918 members 
Mstep: Class 48 contains 14624 members 
Mstep: Class 49 contains 3615 members 
Mstep: Class 50 contains 6866 members 
Mstep: Class 51 contains 3671 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24439 members 
Mstep: Class 54 contains 6885 members 
Mstep: Class 55 contains 20912 members 
Mstep: Class 56 contains 14549 members 
Mstep: Class 57 contains 1265 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4436 members 
Mstep: Class 61 contains 348 members 
Mstep: Class 62 contains 3959 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288768.000000 Penalty: 219852.140625
Iteration 166Q: 64 clusters Score -1.392888e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27901 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140554 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 16692 members 
Mstep: Class 9 contains 109565 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10803 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15759 members 
Mstep: Class 14 contains 9457 members 
Mstep: Class 15 contains 212989 members 
Mstep: Class 16 contains 23354 members 
Mstep: Class 17 contains 43662 members 
Mstep: Class 18 contains 38329 members 
Mstep: Class 19 contains 129056 members 
Mstep: Class 20 contains 21660 members 
Mstep: Class 21 contains 20523 members 
Mstep: Class 22 contains 11261 members 
Mstep: Class 23 contains 5404 members 
Mstep: Class 24 contains 4505 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7441 members 
Mstep: Class 28 contains 11684 members 
Mstep: Class 29 contains 10218 members 
Mstep: Class 30 contains 4468 members 
Mstep: Class 31 contains 12764 members 
Mstep: Class 32 contains 40664 members 
Mstep: Class 33 contains 9265 members 
Mstep: Class 34 contains 3395 members 
Mstep: Class 35 contains 9643 members 
Mstep: Class 36 contains 12181 members 
Mstep: Class 37 contains 6785 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 8184 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9060 members 
Mstep: Class 43 contains 7187 members 
Mstep: Class 44 contains 53571 members 
Mstep: Class 45 contains 16517 members 
Mstep: Class 46 contains 41444 members 
Mstep: Class 47 contains 13916 members 
Mstep: Class 48 contains 14625 members 
Mstep: Class 49 contains 3615 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3678 members 
Mstep: Class 52 contains 3833 members 
Mstep: Class 53 contains 24428 members 
Mstep: Class 54 contains 6885 members 
Mstep: Class 55 contains 20906 members 
Mstep: Class 56 contains 14592 members 
Mstep: Class 57 contains 1259 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4463 members 
Mstep: Class 61 contains 351 members 
Mstep: Class 62 contains 4041 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288640.000000 Penalty: 219852.140625
Iteration 167Q: 64 clusters Score -1.392886e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140556 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 16692 members 
Mstep: Class 9 contains 109571 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10810 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 14 contains 9454 members 
Mstep: Class 15 contains 212973 members 
Mstep: Class 16 contains 23384 members 
Mstep: Class 17 contains 43588 members 
Mstep: Class 18 contains 38327 members 
Mstep: Class 19 contains 129009 members 
Mstep: Class 20 contains 21660 members 
Mstep: Class 21 contains 20522 members 
Mstep: Class 22 contains 11243 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 4500 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6451 members 
Mstep: Class 27 contains 7466 members 
Mstep: Class 28 contains 11681 members 
Mstep: Class 29 contains 10218 members 
Mstep: Class 30 contains 4466 members 
Mstep: Class 31 contains 12757 members 
Mstep: Class 32 contains 40664 members 
Mstep: Class 33 contains 9269 members 
Mstep: Class 34 contains 3392 members 
Mstep: Class 35 contains 9644 members 
Mstep: Class 36 contains 12181 members 
Mstep: Class 37 contains 6787 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2254 members 
Mstep: Class 40 contains 8185 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9057 members 
Mstep: Class 43 contains 7186 members 
Mstep: Class 44 contains 53583 members 
Mstep: Class 45 contains 16504 members 
Mstep: Class 46 contains 41432 members 
Mstep: Class 47 contains 13914 members 
Mstep: Class 48 contains 14635 members 
Mstep: Class 49 contains 3622 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3680 members 
Mstep: Class 52 contains 3832 members 
Mstep: Class 53 contains 24444 members 
Mstep: Class 54 contains 6883 members 
Mstep: Class 55 contains 20906 members 
Mstep: Class 56 contains 14632 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4479 members 
Mstep: Class 61 contains 352 members 
Mstep: Class 62 contains 4102 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288624.000000 Penalty: 219852.140625
Iteration 168Q: 64 clusters Score -1.392886e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 27892 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 18051 members 
Mstep: Class 6 contains 140555 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 16692 members 
Mstep: Class 9 contains 109577 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10813 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15766 members 
Mstep: Class 14 contains 9452 members 
Mstep: Class 15 contains 212959 members 
Mstep: Class 16 contains 23410 members 
Mstep: Class 17 contains 43528 members 
Mstep: Class 18 contains 38319 members 
Mstep: Class 19 contains 128979 members 
Mstep: Class 20 contains 21656 members 
Mstep: Class 21 contains 20520 members 
Mstep: Class 22 contains 11214 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 4495 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6451 members 
Mstep: Class 27 contains 7486 members 
Mstep: Class 28 contains 11680 members 
Mstep: Class 29 contains 10220 members 
Mstep: Class 30 contains 4465 members 
Mstep: Class 31 contains 12752 members 
Mstep: Class 32 contains 40667 members 
Mstep: Class 33 contains 9273 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 12182 members 
Mstep: Class 37 contains 6792 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2265 members 
Mstep: Class 40 contains 8185 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9056 members 
Mstep: Class 43 contains 7177 members 
Mstep: Class 44 contains 53589 members 
Mstep: Class 45 contains 16490 members 
Mstep: Class 46 contains 41418 members 
Mstep: Class 47 contains 13917 members 
Mstep: Class 48 contains 14634 members 
Mstep: Class 49 contains 3619 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3684 members 
Mstep: Class 52 contains 3833 members 
Mstep: Class 53 contains 24450 members 
Mstep: Class 54 contains 6880 members 
Mstep: Class 55 contains 20909 members 
Mstep: Class 56 contains 14684 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4500 members 
Mstep: Class 61 contains 353 members 
Mstep: Class 62 contains 4150 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288608.000000 Penalty: 219852.140625
Iteration 169Q: 64 clusters Score -1.392886e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27888 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140555 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 16690 members 
Mstep: Class 9 contains 109581 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10815 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 14 contains 9450 members 
Mstep: Class 15 contains 212952 members 
Mstep: Class 16 contains 23437 members 
Mstep: Class 17 contains 43462 members 
Mstep: Class 18 contains 38318 members 
Mstep: Class 19 contains 128948 members 
Mstep: Class 20 contains 21656 members 
Mstep: Class 21 contains 20523 members 
Mstep: Class 22 contains 11192 members 
Mstep: Class 23 contains 5381 members 
Mstep: Class 24 contains 4493 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6450 members 
Mstep: Class 27 contains 7505 members 
Mstep: Class 28 contains 11679 members 
Mstep: Class 29 contains 10222 members 
Mstep: Class 30 contains 4464 members 
Mstep: Class 31 contains 12750 members 
Mstep: Class 32 contains 40663 members 
Mstep: Class 33 contains 9278 members 
Mstep: Class 34 contains 3394 members 
Mstep: Class 35 contains 9651 members 
Mstep: Class 36 contains 12181 members 
Mstep: Class 37 contains 6798 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2274 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9057 members 
Mstep: Class 43 contains 7177 members 
Mstep: Class 44 contains 53595 members 
Mstep: Class 45 contains 16476 members 
Mstep: Class 46 contains 41417 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 14638 members 
Mstep: Class 49 contains 3622 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3684 members 
Mstep: Class 52 contains 3834 members 
Mstep: Class 53 contains 24460 members 
Mstep: Class 54 contains 6878 members 
Mstep: Class 55 contains 20909 members 
Mstep: Class 56 contains 14711 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4511 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4185 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288576.000000 Penalty: 219852.140625
Iteration 170Q: 64 clusters Score -1.392886e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27884 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140554 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 16691 members 
Mstep: Class 9 contains 109581 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 6722 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 9448 members 
Mstep: Class 15 contains 212937 members 
Mstep: Class 16 contains 23461 members 
Mstep: Class 17 contains 43417 members 
Mstep: Class 18 contains 38308 members 
Mstep: Class 19 contains 128916 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 20520 members 
Mstep: Class 22 contains 11166 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 4491 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 11677 members 
Mstep: Class 29 contains 10225 members 
Mstep: Class 30 contains 4466 members 
Mstep: Class 31 contains 12751 members 
Mstep: Class 32 contains 40665 members 
Mstep: Class 33 contains 9285 members 
Mstep: Class 34 contains 3397 members 
Mstep: Class 35 contains 9657 members 
Mstep: Class 36 contains 12182 members 
Mstep: Class 37 contains 6800 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2282 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9057 members 
Mstep: Class 43 contains 7176 members 
Mstep: Class 44 contains 53605 members 
Mstep: Class 45 contains 16467 members 
Mstep: Class 46 contains 41409 members 
Mstep: Class 47 contains 13911 members 
Mstep: Class 48 contains 14649 members 
Mstep: Class 49 contains 3623 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3684 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24466 members 
Mstep: Class 54 contains 6879 members 
Mstep: Class 55 contains 20912 members 
Mstep: Class 56 contains 14735 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4517 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4210 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288592.000000 Penalty: 219852.140625
Iteration 171Q: 64 clusters Score -1.392886e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 4305 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140554 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 16690 members 
Mstep: Class 9 contains 109577 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 6725 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 9448 members 
Mstep: Class 15 contains 212927 members 
Mstep: Class 16 contains 23492 members 
Mstep: Class 17 contains 43365 members 
Mstep: Class 18 contains 38294 members 
Mstep: Class 19 contains 128884 members 
Mstep: Class 20 contains 21650 members 
Mstep: Class 21 contains 20519 members 
Mstep: Class 22 contains 11148 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 4485 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 11677 members 
Mstep: Class 29 contains 10230 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 12751 members 
Mstep: Class 32 contains 40658 members 
Mstep: Class 33 contains 9288 members 
Mstep: Class 34 contains 3397 members 
Mstep: Class 35 contains 9663 members 
Mstep: Class 36 contains 12182 members 
Mstep: Class 37 contains 6802 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2288 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9056 members 
Mstep: Class 43 contains 7177 members 
Mstep: Class 44 contains 53614 members 
Mstep: Class 45 contains 16458 members 
Mstep: Class 46 contains 41404 members 
Mstep: Class 47 contains 13910 members 
Mstep: Class 48 contains 14665 members 
Mstep: Class 49 contains 3625 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3683 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24477 members 
Mstep: Class 54 contains 6874 members 
Mstep: Class 55 contains 20919 members 
Mstep: Class 56 contains 14739 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4524 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4228 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288688.000000 Penalty: 219852.140625
Iteration 172Q: 64 clusters Score -1.392887e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27877 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140555 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 16690 members 
Mstep: Class 9 contains 109589 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10834 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 15765 members 
Mstep: Class 14 contains 9447 members 
Mstep: Class 15 contains 212916 members 
Mstep: Class 16 contains 23531 members 
Mstep: Class 17 contains 43313 members 
Mstep: Class 18 contains 38284 members 
Mstep: Class 19 contains 128849 members 
Mstep: Class 20 contains 21645 members 
Mstep: Class 21 contains 20521 members 
Mstep: Class 22 contains 11139 members 
Mstep: Class 23 contains 5404 members 
Mstep: Class 24 contains 4481 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7556 members 
Mstep: Class 28 contains 11675 members 
Mstep: Class 29 contains 10229 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 12753 members 
Mstep: Class 32 contains 40643 members 
Mstep: Class 33 contains 9289 members 
Mstep: Class 34 contains 3395 members 
Mstep: Class 35 contains 9667 members 
Mstep: Class 36 contains 12183 members 
Mstep: Class 37 contains 6799 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 8189 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9055 members 
Mstep: Class 43 contains 7175 members 
Mstep: Class 44 contains 53610 members 
Mstep: Class 45 contains 16451 members 
Mstep: Class 46 contains 41402 members 
Mstep: Class 47 contains 13901 members 
Mstep: Class 48 contains 14677 members 
Mstep: Class 49 contains 3632 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3680 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24498 members 
Mstep: Class 54 contains 6873 members 
Mstep: Class 55 contains 20920 members 
Mstep: Class 56 contains 14756 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4529 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4247 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288768.000000 Penalty: 219852.140625
Iteration 173Q: 64 clusters Score -1.392888e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27876 members 
Mstep: Class 4 contains 4297 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140556 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 16690 members 
Mstep: Class 9 contains 109587 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10841 members 
Mstep: Class 12 contains 6722 members 
Mstep: Class 13 contains 15764 members 
Mstep: Class 14 contains 9446 members 
Mstep: Class 15 contains 212914 members 
Mstep: Class 16 contains 23570 members 
Mstep: Class 17 contains 43257 members 
Mstep: Class 18 contains 38269 members 
Mstep: Class 19 contains 128817 members 
Mstep: Class 20 contains 21641 members 
Mstep: Class 21 contains 20523 members 
Mstep: Class 22 contains 11129 members 
Mstep: Class 23 contains 5431 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7566 members 
Mstep: Class 28 contains 11675 members 
Mstep: Class 29 contains 10230 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 12758 members 
Mstep: Class 32 contains 40635 members 
Mstep: Class 33 contains 9289 members 
Mstep: Class 34 contains 3395 members 
Mstep: Class 35 contains 9673 members 
Mstep: Class 36 contains 12185 members 
Mstep: Class 37 contains 6798 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2299 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9054 members 
Mstep: Class 43 contains 7173 members 
Mstep: Class 44 contains 53609 members 
Mstep: Class 45 contains 16439 members 
Mstep: Class 46 contains 41400 members 
Mstep: Class 47 contains 13903 members 
Mstep: Class 48 contains 14681 members 
Mstep: Class 49 contains 3636 members 
Mstep: Class 50 contains 6868 members 
Mstep: Class 51 contains 3676 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24517 members 
Mstep: Class 54 contains 6874 members 
Mstep: Class 55 contains 20917 members 
Mstep: Class 56 contains 14769 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4529 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4263 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288544.000000 Penalty: 219852.140625
Iteration 174Q: 64 clusters Score -1.392885e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140557 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 16687 members 
Mstep: Class 9 contains 109594 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 15766 members 
Mstep: Class 14 contains 9448 members 
Mstep: Class 15 contains 212914 members 
Mstep: Class 16 contains 23587 members 
Mstep: Class 17 contains 43200 members 
Mstep: Class 18 contains 38258 members 
Mstep: Class 19 contains 128786 members 
Mstep: Class 20 contains 21639 members 
Mstep: Class 21 contains 20525 members 
Mstep: Class 22 contains 11117 members 
Mstep: Class 23 contains 5472 members 
Mstep: Class 24 contains 4473 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7569 members 
Mstep: Class 28 contains 11676 members 
Mstep: Class 29 contains 10238 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 12760 members 
Mstep: Class 32 contains 40621 members 
Mstep: Class 33 contains 9290 members 
Mstep: Class 34 contains 3394 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 12185 members 
Mstep: Class 37 contains 6796 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9054 members 
Mstep: Class 43 contains 7176 members 
Mstep: Class 44 contains 53611 members 
Mstep: Class 45 contains 16427 members 
Mstep: Class 46 contains 41392 members 
Mstep: Class 47 contains 13905 members 
Mstep: Class 48 contains 14688 members 
Mstep: Class 49 contains 3640 members 
Mstep: Class 50 contains 6869 members 
Mstep: Class 51 contains 3674 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24532 members 
Mstep: Class 54 contains 6874 members 
Mstep: Class 55 contains 20918 members 
Mstep: Class 56 contains 14777 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4527 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4276 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288576.000000 Penalty: 219852.140625
Iteration 175Q: 64 clusters Score -1.392886e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140556 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 16687 members 
Mstep: Class 9 contains 109599 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 15768 members 
Mstep: Class 14 contains 9447 members 
Mstep: Class 15 contains 212919 members 
Mstep: Class 16 contains 23609 members 
Mstep: Class 17 contains 43132 members 
Mstep: Class 18 contains 38244 members 
Mstep: Class 19 contains 128766 members 
Mstep: Class 20 contains 21635 members 
Mstep: Class 21 contains 20523 members 
Mstep: Class 22 contains 11106 members 
Mstep: Class 23 contains 5512 members 
Mstep: Class 24 contains 4464 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7579 members 
Mstep: Class 28 contains 11675 members 
Mstep: Class 29 contains 10244 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 12756 members 
Mstep: Class 32 contains 40614 members 
Mstep: Class 33 contains 9293 members 
Mstep: Class 34 contains 3392 members 
Mstep: Class 35 contains 9680 members 
Mstep: Class 36 contains 12185 members 
Mstep: Class 37 contains 6795 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2318 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9055 members 
Mstep: Class 43 contains 7180 members 
Mstep: Class 44 contains 53614 members 
Mstep: Class 45 contains 16422 members 
Mstep: Class 46 contains 41392 members 
Mstep: Class 47 contains 13899 members 
Mstep: Class 48 contains 14698 members 
Mstep: Class 49 contains 3643 members 
Mstep: Class 50 contains 6869 members 
Mstep: Class 51 contains 3673 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24537 members 
Mstep: Class 54 contains 6876 members 
Mstep: Class 55 contains 20917 members 
Mstep: Class 56 contains 14779 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4527 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4297 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288848.000000 Penalty: 219852.140625
Iteration 176Q: 64 clusters Score -1.392888e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140557 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 16687 members 
Mstep: Class 9 contains 109594 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10881 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 15768 members 
Mstep: Class 14 contains 9444 members 
Mstep: Class 15 contains 212914 members 
Mstep: Class 16 contains 23644 members 
Mstep: Class 17 contains 43081 members 
Mstep: Class 18 contains 38231 members 
Mstep: Class 19 contains 128747 members 
Mstep: Class 20 contains 21633 members 
Mstep: Class 21 contains 20524 members 
Mstep: Class 22 contains 11093 members 
Mstep: Class 23 contains 5545 members 
Mstep: Class 24 contains 4455 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7591 members 
Mstep: Class 28 contains 11674 members 
Mstep: Class 29 contains 10250 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 12753 members 
Mstep: Class 32 contains 40599 members 
Mstep: Class 33 contains 9299 members 
Mstep: Class 34 contains 3392 members 
Mstep: Class 35 contains 9680 members 
Mstep: Class 36 contains 12185 members 
Mstep: Class 37 contains 6795 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2331 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9052 members 
Mstep: Class 43 contains 7183 members 
Mstep: Class 44 contains 53620 members 
Mstep: Class 45 contains 16419 members 
Mstep: Class 46 contains 41389 members 
Mstep: Class 47 contains 13902 members 
Mstep: Class 48 contains 14695 members 
Mstep: Class 49 contains 3647 members 
Mstep: Class 50 contains 6866 members 
Mstep: Class 51 contains 3672 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24543 members 
Mstep: Class 54 contains 6877 members 
Mstep: Class 55 contains 20917 members 
Mstep: Class 56 contains 14783 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4529 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4312 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288800.000000 Penalty: 219852.140625
Iteration 177Q: 64 clusters Score -1.392888e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 27876 members 
Mstep: Class 4 contains 4263 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140557 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 16687 members 
Mstep: Class 9 contains 109594 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10889 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 15767 members 
Mstep: Class 14 contains 9444 members 
Mstep: Class 15 contains 212900 members 
Mstep: Class 16 contains 23673 members 
Mstep: Class 17 contains 43030 members 
Mstep: Class 18 contains 38223 members 
Mstep: Class 19 contains 128733 members 
Mstep: Class 20 contains 21630 members 
Mstep: Class 21 contains 20524 members 
Mstep: Class 22 contains 11090 members 
Mstep: Class 23 contains 5611 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7604 members 
Mstep: Class 28 contains 11676 members 
Mstep: Class 29 contains 10249 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12741 members 
Mstep: Class 32 contains 40592 members 
Mstep: Class 33 contains 9303 members 
Mstep: Class 34 contains 3390 members 
Mstep: Class 35 contains 9679 members 
Mstep: Class 36 contains 12184 members 
Mstep: Class 37 contains 6795 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2338 members 
Mstep: Class 40 contains 8190 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9052 members 
Mstep: Class 43 contains 7181 members 
Mstep: Class 44 contains 53625 members 
Mstep: Class 45 contains 16399 members 
Mstep: Class 46 contains 41389 members 
Mstep: Class 47 contains 13903 members 
Mstep: Class 48 contains 14694 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3673 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24550 members 
Mstep: Class 54 contains 6875 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 14778 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4528 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4327 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288784.000000 Penalty: 219852.140625
Iteration 178Q: 64 clusters Score -1.392888e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27872 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140556 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 16686 members 
Mstep: Class 9 contains 109598 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10898 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 15764 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 212896 members 
Mstep: Class 16 contains 23698 members 
Mstep: Class 17 contains 42996 members 
Mstep: Class 18 contains 38216 members 
Mstep: Class 19 contains 128722 members 
Mstep: Class 20 contains 21624 members 
Mstep: Class 21 contains 20522 members 
Mstep: Class 22 contains 11076 members 
Mstep: Class 23 contains 5667 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7610 members 
Mstep: Class 28 contains 11678 members 
Mstep: Class 29 contains 10249 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 12733 members 
Mstep: Class 32 contains 40586 members 
Mstep: Class 33 contains 9301 members 
Mstep: Class 34 contains 3388 members 
Mstep: Class 35 contains 9681 members 
Mstep: Class 36 contains 12185 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2341 members 
Mstep: Class 40 contains 8190 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9052 members 
Mstep: Class 43 contains 7179 members 
Mstep: Class 44 contains 53615 members 
Mstep: Class 45 contains 16383 members 
Mstep: Class 46 contains 41374 members 
Mstep: Class 47 contains 13909 members 
Mstep: Class 48 contains 14693 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3672 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24554 members 
Mstep: Class 54 contains 6876 members 
Mstep: Class 55 contains 20931 members 
Mstep: Class 56 contains 14793 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4529 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 4337 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288784.000000 Penalty: 219852.140625
Iteration 179Q: 64 clusters Score -1.392888e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27869 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140556 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 109597 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 10900 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 15765 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 212888 members 
Mstep: Class 16 contains 23722 members 
Mstep: Class 17 contains 42948 members 
Mstep: Class 18 contains 38212 members 
Mstep: Class 19 contains 128714 members 
Mstep: Class 20 contains 21620 members 
Mstep: Class 21 contains 20524 members 
Mstep: Class 22 contains 11068 members 
Mstep: Class 23 contains 5738 members 
Mstep: Class 24 contains 4443 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7615 members 
Mstep: Class 28 contains 11677 members 
Mstep: Class 29 contains 10250 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 12721 members 
Mstep: Class 32 contains 40575 members 
Mstep: Class 33 contains 9300 members 
Mstep: Class 34 contains 3386 members 
Mstep: Class 35 contains 9681 members 
Mstep: Class 36 contains 12186 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2344 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9051 members 
Mstep: Class 43 contains 7179 members 
Mstep: Class 44 contains 53603 members 
Mstep: Class 45 contains 16373 members 
Mstep: Class 46 contains 41370 members 
Mstep: Class 47 contains 13908 members 
Mstep: Class 48 contains 14681 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3672 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24559 members 
Mstep: Class 54 contains 6878 members 
Mstep: Class 55 contains 20935 members 
Mstep: Class 56 contains 14819 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4531 members 
Mstep: Class 61 contains 355 members 
Mstep: Class 62 contains 4345 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139288864.000000 Penalty: 219852.140625
Iteration 180F: 64 clusters Score -1.392889e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27865 members 
Mstep: Class 4 contains 4238 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140556 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 109582 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 10903 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 212878 members 
Mstep: Class 16 contains 23720 members 
Mstep: Class 17 contains 42901 members 
Mstep: Class 18 contains 38205 members 
Mstep: Class 19 contains 128708 members 
Mstep: Class 20 contains 21615 members 
Mstep: Class 21 contains 20525 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 5811 members 
Mstep: Class 24 contains 4443 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7625 members 
Mstep: Class 28 contains 11677 members 
Mstep: Class 29 contains 10253 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 12704 members 
Mstep: Class 32 contains 40564 members 
Mstep: Class 33 contains 9308 members 
Mstep: Class 34 contains 3385 members 
Mstep: Class 35 contains 9683 members 
Mstep: Class 36 contains 12187 members 
Mstep: Class 37 contains 6803 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2343 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9050 members 
Mstep: Class 43 contains 7182 members 
Mstep: Class 44 contains 53595 members 
Mstep: Class 45 contains 16359 members 
Mstep: Class 46 contains 41358 members 
Mstep: Class 47 contains 13910 members 
Mstep: Class 48 contains 14671 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24560 members 
Mstep: Class 54 contains 6876 members 
Mstep: Class 55 contains 20943 members 
Mstep: Class 56 contains 14833 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4535 members 
Mstep: Class 61 contains 402 members 
Mstep: Class 62 contains 4351 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289216.000000 Penalty: 219852.140625
Iteration 181Q: 64 clusters Score -1.392892e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5986 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140558 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 109575 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 10906 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 212884 members 
Mstep: Class 16 contains 23729 members 
Mstep: Class 17 contains 42857 members 
Mstep: Class 18 contains 38209 members 
Mstep: Class 19 contains 128705 members 
Mstep: Class 20 contains 21609 members 
Mstep: Class 21 contains 20524 members 
Mstep: Class 22 contains 11042 members 
Mstep: Class 23 contains 5859 members 
Mstep: Class 24 contains 4441 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7637 members 
Mstep: Class 28 contains 11676 members 
Mstep: Class 29 contains 10255 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 12685 members 
Mstep: Class 32 contains 40553 members 
Mstep: Class 33 contains 9309 members 
Mstep: Class 34 contains 3387 members 
Mstep: Class 35 contains 9683 members 
Mstep: Class 36 contains 12187 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2349 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9049 members 
Mstep: Class 43 contains 7180 members 
Mstep: Class 44 contains 53590 members 
Mstep: Class 45 contains 16340 members 
Mstep: Class 46 contains 41357 members 
Mstep: Class 47 contains 13907 members 
Mstep: Class 48 contains 14657 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24560 members 
Mstep: Class 54 contains 6877 members 
Mstep: Class 55 contains 20943 members 
Mstep: Class 56 contains 14829 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4533 members 
Mstep: Class 61 contains 457 members 
Mstep: Class 62 contains 4355 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289520.000000 Penalty: 219852.140625
Iteration 182Q: 64 clusters Score -1.392895e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27868 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140559 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 109551 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 11 contains 10910 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 15773 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 212886 members 
Mstep: Class 16 contains 23742 members 
Mstep: Class 17 contains 42827 members 
Mstep: Class 18 contains 38216 members 
Mstep: Class 19 contains 128702 members 
Mstep: Class 20 contains 21605 members 
Mstep: Class 21 contains 20526 members 
Mstep: Class 22 contains 11024 members 
Mstep: Class 23 contains 5873 members 
Mstep: Class 24 contains 4437 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7638 members 
Mstep: Class 28 contains 11677 members 
Mstep: Class 29 contains 10256 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 12671 members 
Mstep: Class 32 contains 40539 members 
Mstep: Class 33 contains 9314 members 
Mstep: Class 34 contains 3387 members 
Mstep: Class 35 contains 9684 members 
Mstep: Class 36 contains 12187 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2350 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9047 members 
Mstep: Class 43 contains 7182 members 
Mstep: Class 44 contains 53582 members 
Mstep: Class 45 contains 16328 members 
Mstep: Class 46 contains 41364 members 
Mstep: Class 47 contains 13905 members 
Mstep: Class 48 contains 14645 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24560 members 
Mstep: Class 54 contains 6878 members 
Mstep: Class 55 contains 20948 members 
Mstep: Class 56 contains 14828 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4535 members 
Mstep: Class 61 contains 542 members 
Mstep: Class 62 contains 4362 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289584.000000 Penalty: 219852.140625
Iteration 183Q: 64 clusters Score -1.392896e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27868 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140555 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 16684 members 
Mstep: Class 9 contains 109515 members 
Mstep: Class 10 contains 1382 members 
Mstep: Class 11 contains 10911 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 9440 members 
Mstep: Class 15 contains 212874 members 
Mstep: Class 16 contains 23748 members 
Mstep: Class 17 contains 42798 members 
Mstep: Class 18 contains 38210 members 
Mstep: Class 19 contains 128698 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 20523 members 
Mstep: Class 22 contains 11008 members 
Mstep: Class 23 contains 5906 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7640 members 
Mstep: Class 28 contains 11678 members 
Mstep: Class 29 contains 10261 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 12660 members 
Mstep: Class 32 contains 40523 members 
Mstep: Class 33 contains 9322 members 
Mstep: Class 34 contains 3386 members 
Mstep: Class 35 contains 9686 members 
Mstep: Class 36 contains 12187 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2353 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 9047 members 
Mstep: Class 43 contains 7181 members 
Mstep: Class 44 contains 53576 members 
Mstep: Class 45 contains 16310 members 
Mstep: Class 46 contains 41362 members 
Mstep: Class 47 contains 13903 members 
Mstep: Class 48 contains 14640 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24556 members 
Mstep: Class 54 contains 6878 members 
Mstep: Class 55 contains 20958 members 
Mstep: Class 56 contains 14835 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4535 members 
Mstep: Class 61 contains 646 members 
Mstep: Class 62 contains 4369 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289792.000000 Penalty: 219852.140625
Iteration 184Q: 64 clusters Score -1.392898e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27867 members 
Mstep: Class 4 contains 4200 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140557 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109497 members 
Mstep: Class 10 contains 1379 members 
Mstep: Class 11 contains 10912 members 
Mstep: Class 12 contains 6711 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 212866 members 
Mstep: Class 16 contains 23759 members 
Mstep: Class 17 contains 42767 members 
Mstep: Class 18 contains 38202 members 
Mstep: Class 19 contains 128694 members 
Mstep: Class 20 contains 21598 members 
Mstep: Class 21 contains 20525 members 
Mstep: Class 22 contains 10998 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 4434 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7653 members 
Mstep: Class 28 contains 11682 members 
Mstep: Class 29 contains 10262 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12658 members 
Mstep: Class 32 contains 40513 members 
Mstep: Class 33 contains 9326 members 
Mstep: Class 34 contains 3386 members 
Mstep: Class 35 contains 9688 members 
Mstep: Class 36 contains 12188 members 
Mstep: Class 37 contains 6802 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2358 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9047 members 
Mstep: Class 43 contains 7177 members 
Mstep: Class 44 contains 53575 members 
Mstep: Class 45 contains 16292 members 
Mstep: Class 46 contains 41361 members 
Mstep: Class 47 contains 13898 members 
Mstep: Class 48 contains 14638 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24557 members 
Mstep: Class 54 contains 6877 members 
Mstep: Class 55 contains 20971 members 
Mstep: Class 56 contains 14842 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4534 members 
Mstep: Class 61 contains 706 members 
Mstep: Class 62 contains 4385 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290080.000000 Penalty: 219852.140625
Iteration 185Q: 64 clusters Score -1.392901e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140557 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 16679 members 
Mstep: Class 9 contains 109500 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10913 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15773 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 212863 members 
Mstep: Class 16 contains 23753 members 
Mstep: Class 17 contains 42727 members 
Mstep: Class 18 contains 38205 members 
Mstep: Class 19 contains 128687 members 
Mstep: Class 20 contains 21598 members 
Mstep: Class 21 contains 20526 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 4433 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7667 members 
Mstep: Class 28 contains 11685 members 
Mstep: Class 29 contains 10261 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12647 members 
Mstep: Class 32 contains 40507 members 
Mstep: Class 33 contains 9326 members 
Mstep: Class 34 contains 3386 members 
Mstep: Class 35 contains 9690 members 
Mstep: Class 36 contains 12188 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2362 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9046 members 
Mstep: Class 43 contains 7176 members 
Mstep: Class 44 contains 53574 members 
Mstep: Class 45 contains 16271 members 
Mstep: Class 46 contains 41365 members 
Mstep: Class 47 contains 13895 members 
Mstep: Class 48 contains 14628 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6866 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24562 members 
Mstep: Class 54 contains 6878 members 
Mstep: Class 55 contains 20975 members 
Mstep: Class 56 contains 14841 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4534 members 
Mstep: Class 61 contains 747 members 
Mstep: Class 62 contains 4403 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139289984.000000 Penalty: 219852.140625
Iteration 186Q: 64 clusters Score -1.3929e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27869 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140558 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 16679 members 
Mstep: Class 9 contains 109507 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10914 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 212864 members 
Mstep: Class 16 contains 23750 members 
Mstep: Class 17 contains 42697 members 
Mstep: Class 18 contains 38208 members 
Mstep: Class 19 contains 128678 members 
Mstep: Class 20 contains 21598 members 
Mstep: Class 21 contains 20528 members 
Mstep: Class 22 contains 10972 members 
Mstep: Class 23 contains 5967 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7676 members 
Mstep: Class 28 contains 11687 members 
Mstep: Class 29 contains 10263 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12639 members 
Mstep: Class 32 contains 40507 members 
Mstep: Class 33 contains 9325 members 
Mstep: Class 34 contains 3384 members 
Mstep: Class 35 contains 9692 members 
Mstep: Class 36 contains 12188 members 
Mstep: Class 37 contains 6802 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9046 members 
Mstep: Class 43 contains 7177 members 
Mstep: Class 44 contains 53571 members 
Mstep: Class 45 contains 16257 members 
Mstep: Class 46 contains 41372 members 
Mstep: Class 47 contains 13901 members 
Mstep: Class 48 contains 14622 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24568 members 
Mstep: Class 54 contains 6878 members 
Mstep: Class 55 contains 20973 members 
Mstep: Class 56 contains 14842 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4534 members 
Mstep: Class 61 contains 765 members 
Mstep: Class 62 contains 4415 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290160.000000 Penalty: 219852.140625
Iteration 187Q: 64 clusters Score -1.392902e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27872 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140559 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 16679 members 
Mstep: Class 9 contains 109524 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10916 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15778 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 212867 members 
Mstep: Class 16 contains 23756 members 
Mstep: Class 17 contains 42669 members 
Mstep: Class 18 contains 38205 members 
Mstep: Class 19 contains 128671 members 
Mstep: Class 20 contains 21596 members 
Mstep: Class 21 contains 20529 members 
Mstep: Class 22 contains 10960 members 
Mstep: Class 23 contains 5991 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7684 members 
Mstep: Class 28 contains 11688 members 
Mstep: Class 29 contains 10264 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 40515 members 
Mstep: Class 33 contains 9321 members 
Mstep: Class 34 contains 3384 members 
Mstep: Class 35 contains 9694 members 
Mstep: Class 36 contains 12188 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2367 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9046 members 
Mstep: Class 43 contains 7175 members 
Mstep: Class 44 contains 53569 members 
Mstep: Class 45 contains 16231 members 
Mstep: Class 46 contains 41384 members 
Mstep: Class 47 contains 13901 members 
Mstep: Class 48 contains 14606 members 
Mstep: Class 49 contains 3663 members 
Mstep: Class 50 contains 6860 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24568 members 
Mstep: Class 54 contains 6877 members 
Mstep: Class 55 contains 20972 members 
Mstep: Class 56 contains 14843 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4534 members 
Mstep: Class 61 contains 779 members 
Mstep: Class 62 contains 4431 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290256.000000 Penalty: 219852.140625
Iteration 188Q: 64 clusters Score -1.392903e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140560 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109539 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10916 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15780 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 212865 members 
Mstep: Class 16 contains 23750 members 
Mstep: Class 17 contains 42658 members 
Mstep: Class 18 contains 38197 members 
Mstep: Class 19 contains 128664 members 
Mstep: Class 20 contains 21592 members 
Mstep: Class 21 contains 20529 members 
Mstep: Class 22 contains 10942 members 
Mstep: Class 23 contains 6033 members 
Mstep: Class 24 contains 4433 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7684 members 
Mstep: Class 28 contains 11690 members 
Mstep: Class 29 contains 10265 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12609 members 
Mstep: Class 32 contains 40512 members 
Mstep: Class 33 contains 9319 members 
Mstep: Class 34 contains 3383 members 
Mstep: Class 35 contains 9694 members 
Mstep: Class 36 contains 12189 members 
Mstep: Class 37 contains 6811 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2369 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9045 members 
Mstep: Class 43 contains 7170 members 
Mstep: Class 44 contains 53567 members 
Mstep: Class 45 contains 16215 members 
Mstep: Class 46 contains 41393 members 
Mstep: Class 47 contains 13897 members 
Mstep: Class 48 contains 14609 members 
Mstep: Class 49 contains 3665 members 
Mstep: Class 50 contains 6859 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24572 members 
Mstep: Class 54 contains 6877 members 
Mstep: Class 55 contains 20972 members 
Mstep: Class 56 contains 14847 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4537 members 
Mstep: Class 61 contains 791 members 
Mstep: Class 62 contains 4441 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290400.000000 Penalty: 219852.140625
Iteration 189Q: 64 clusters Score -1.392904e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27871 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140561 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109550 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10920 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15781 members 
Mstep: Class 14 contains 9433 members 
Mstep: Class 15 contains 212869 members 
Mstep: Class 16 contains 23743 members 
Mstep: Class 17 contains 42643 members 
Mstep: Class 18 contains 38187 members 
Mstep: Class 19 contains 128655 members 
Mstep: Class 20 contains 21587 members 
Mstep: Class 21 contains 20531 members 
Mstep: Class 22 contains 10929 members 
Mstep: Class 23 contains 6072 members 
Mstep: Class 24 contains 4431 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7685 members 
Mstep: Class 28 contains 11690 members 
Mstep: Class 29 contains 10265 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 40505 members 
Mstep: Class 33 contains 9320 members 
Mstep: Class 34 contains 3384 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 12191 members 
Mstep: Class 37 contains 6812 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2373 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9045 members 
Mstep: Class 43 contains 7167 members 
Mstep: Class 44 contains 53561 members 
Mstep: Class 45 contains 16199 members 
Mstep: Class 46 contains 41399 members 
Mstep: Class 47 contains 13892 members 
Mstep: Class 48 contains 14603 members 
Mstep: Class 49 contains 3667 members 
Mstep: Class 50 contains 6860 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24576 members 
Mstep: Class 54 contains 6875 members 
Mstep: Class 55 contains 20973 members 
Mstep: Class 56 contains 14863 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4539 members 
Mstep: Class 61 contains 801 members 
Mstep: Class 62 contains 4453 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290160.000000 Penalty: 219852.140625
Iteration 190Q: 64 clusters Score -1.392902e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27868 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140559 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109558 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10925 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15785 members 
Mstep: Class 14 contains 9431 members 
Mstep: Class 15 contains 212869 members 
Mstep: Class 16 contains 23742 members 
Mstep: Class 17 contains 42621 members 
Mstep: Class 18 contains 38182 members 
Mstep: Class 19 contains 128643 members 
Mstep: Class 20 contains 21586 members 
Mstep: Class 21 contains 20534 members 
Mstep: Class 22 contains 10917 members 
Mstep: Class 23 contains 6112 members 
Mstep: Class 24 contains 4430 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7683 members 
Mstep: Class 28 contains 11689 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 40499 members 
Mstep: Class 33 contains 9323 members 
Mstep: Class 34 contains 3387 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 12191 members 
Mstep: Class 37 contains 6813 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2380 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9043 members 
Mstep: Class 43 contains 7160 members 
Mstep: Class 44 contains 53560 members 
Mstep: Class 45 contains 16183 members 
Mstep: Class 46 contains 41404 members 
Mstep: Class 47 contains 13894 members 
Mstep: Class 48 contains 14594 members 
Mstep: Class 49 contains 3669 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24583 members 
Mstep: Class 54 contains 6876 members 
Mstep: Class 55 contains 20974 members 
Mstep: Class 56 contains 14870 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4541 members 
Mstep: Class 61 contains 808 members 
Mstep: Class 62 contains 4465 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290208.000000 Penalty: 219852.140625
Iteration 191Q: 64 clusters Score -1.392902e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27871 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140558 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109574 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10928 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15788 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 212860 members 
Mstep: Class 16 contains 23739 members 
Mstep: Class 17 contains 42605 members 
Mstep: Class 18 contains 38186 members 
Mstep: Class 19 contains 128635 members 
Mstep: Class 20 contains 21583 members 
Mstep: Class 21 contains 20540 members 
Mstep: Class 22 contains 10918 members 
Mstep: Class 23 contains 6142 members 
Mstep: Class 24 contains 4428 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7683 members 
Mstep: Class 28 contains 11687 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12562 members 
Mstep: Class 32 contains 40497 members 
Mstep: Class 33 contains 9324 members 
Mstep: Class 34 contains 3388 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 12191 members 
Mstep: Class 37 contains 6813 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2383 members 
Mstep: Class 40 contains 8192 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9042 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53555 members 
Mstep: Class 45 contains 16167 members 
Mstep: Class 46 contains 41404 members 
Mstep: Class 47 contains 13899 members 
Mstep: Class 48 contains 14592 members 
Mstep: Class 49 contains 3668 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3670 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 6876 members 
Mstep: Class 55 contains 20971 members 
Mstep: Class 56 contains 14863 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4542 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 4477 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290288.000000 Penalty: 219852.140625
Iteration 192Q: 64 clusters Score -1.392903e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140557 members 
Mstep: Class 7 contains 5098 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109590 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15790 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 212849 members 
Mstep: Class 16 contains 23739 members 
Mstep: Class 17 contains 42582 members 
Mstep: Class 18 contains 38184 members 
Mstep: Class 19 contains 128630 members 
Mstep: Class 20 contains 21580 members 
Mstep: Class 21 contains 20543 members 
Mstep: Class 22 contains 10910 members 
Mstep: Class 23 contains 6179 members 
Mstep: Class 24 contains 4427 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7684 members 
Mstep: Class 28 contains 11691 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12554 members 
Mstep: Class 32 contains 40494 members 
Mstep: Class 33 contains 9324 members 
Mstep: Class 34 contains 3388 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 12192 members 
Mstep: Class 37 contains 6812 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2386 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9042 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53556 members 
Mstep: Class 45 contains 16153 members 
Mstep: Class 46 contains 41410 members 
Mstep: Class 47 contains 13902 members 
Mstep: Class 48 contains 14588 members 
Mstep: Class 49 contains 3665 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3671 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24593 members 
Mstep: Class 54 contains 6878 members 
Mstep: Class 55 contains 20973 members 
Mstep: Class 56 contains 14861 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4542 members 
Mstep: Class 61 contains 818 members 
Mstep: Class 62 contains 4482 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290224.000000 Penalty: 219852.140625
Iteration 193Q: 64 clusters Score -1.392902e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 27869 members 
Mstep: Class 4 contains 4130 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140555 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109605 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 9433 members 
Mstep: Class 15 contains 212844 members 
Mstep: Class 16 contains 23740 members 
Mstep: Class 17 contains 42571 members 
Mstep: Class 18 contains 38182 members 
Mstep: Class 19 contains 128629 members 
Mstep: Class 20 contains 21580 members 
Mstep: Class 21 contains 20544 members 
Mstep: Class 22 contains 10896 members 
Mstep: Class 23 contains 6211 members 
Mstep: Class 24 contains 4426 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7680 members 
Mstep: Class 28 contains 11693 members 
Mstep: Class 29 contains 10266 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12543 members 
Mstep: Class 32 contains 40483 members 
Mstep: Class 33 contains 9325 members 
Mstep: Class 34 contains 3389 members 
Mstep: Class 35 contains 9695 members 
Mstep: Class 36 contains 12192 members 
Mstep: Class 37 contains 6813 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2388 members 
Mstep: Class 40 contains 8190 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9041 members 
Mstep: Class 43 contains 7146 members 
Mstep: Class 44 contains 53552 members 
Mstep: Class 45 contains 16140 members 
Mstep: Class 46 contains 41411 members 
Mstep: Class 47 contains 13907 members 
Mstep: Class 48 contains 14586 members 
Mstep: Class 49 contains 3666 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3674 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24590 members 
Mstep: Class 54 contains 6881 members 
Mstep: Class 55 contains 20976 members 
Mstep: Class 56 contains 14872 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4542 members 
Mstep: Class 61 contains 821 members 
Mstep: Class 62 contains 4488 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290352.000000 Penalty: 219852.140625
Iteration 194Q: 64 clusters Score -1.392904e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27864 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140555 members 
Mstep: Class 7 contains 5101 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109618 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 15795 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 212835 members 
Mstep: Class 16 contains 23738 members 
Mstep: Class 17 contains 42580 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 128625 members 
Mstep: Class 20 contains 21579 members 
Mstep: Class 21 contains 20546 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 6237 members 
Mstep: Class 24 contains 4422 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7683 members 
Mstep: Class 28 contains 11693 members 
Mstep: Class 29 contains 10263 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12540 members 
Mstep: Class 32 contains 40468 members 
Mstep: Class 33 contains 9325 members 
Mstep: Class 34 contains 3390 members 
Mstep: Class 35 contains 9696 members 
Mstep: Class 36 contains 12192 members 
Mstep: Class 37 contains 6819 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2408 members 
Mstep: Class 40 contains 8189 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9041 members 
Mstep: Class 43 contains 7145 members 
Mstep: Class 44 contains 53545 members 
Mstep: Class 45 contains 16134 members 
Mstep: Class 46 contains 41413 members 
Mstep: Class 47 contains 13910 members 
Mstep: Class 48 contains 14583 members 
Mstep: Class 49 contains 3665 members 
Mstep: Class 50 contains 6860 members 
Mstep: Class 51 contains 3678 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24588 members 
Mstep: Class 54 contains 6883 members 
Mstep: Class 55 contains 20980 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4540 members 
Mstep: Class 61 contains 824 members 
Mstep: Class 62 contains 4491 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290448.000000 Penalty: 219852.140625
Iteration 195Q: 64 clusters Score -1.392904e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27860 members 
Mstep: Class 4 contains 4104 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140554 members 
Mstep: Class 7 contains 5103 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109630 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 15798 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 212832 members 
Mstep: Class 16 contains 23743 members 
Mstep: Class 17 contains 42588 members 
Mstep: Class 18 contains 38168 members 
Mstep: Class 19 contains 128618 members 
Mstep: Class 20 contains 21578 members 
Mstep: Class 21 contains 20548 members 
Mstep: Class 22 contains 10872 members 
Mstep: Class 23 contains 6251 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 11693 members 
Mstep: Class 29 contains 10260 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12529 members 
Mstep: Class 32 contains 40460 members 
Mstep: Class 33 contains 9324 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9698 members 
Mstep: Class 36 contains 12192 members 
Mstep: Class 37 contains 6820 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2426 members 
Mstep: Class 40 contains 8189 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9041 members 
Mstep: Class 43 contains 7142 members 
Mstep: Class 44 contains 53546 members 
Mstep: Class 45 contains 16126 members 
Mstep: Class 46 contains 41418 members 
Mstep: Class 47 contains 13910 members 
Mstep: Class 48 contains 14579 members 
Mstep: Class 49 contains 3667 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3680 members 
Mstep: Class 52 contains 3835 members 
Mstep: Class 53 contains 24588 members 
Mstep: Class 54 contains 6885 members 
Mstep: Class 55 contains 20982 members 
Mstep: Class 56 contains 14862 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4544 members 
Mstep: Class 61 contains 825 members 
Mstep: Class 62 contains 4494 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290592.000000 Penalty: 219852.140625
Iteration 196Q: 64 clusters Score -1.392906e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 27856 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140553 members 
Mstep: Class 7 contains 5103 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109645 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10930 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9427 members 
Mstep: Class 15 contains 212826 members 
Mstep: Class 16 contains 23748 members 
Mstep: Class 17 contains 42582 members 
Mstep: Class 18 contains 38169 members 
Mstep: Class 19 contains 128612 members 
Mstep: Class 20 contains 21578 members 
Mstep: Class 21 contains 20552 members 
Mstep: Class 22 contains 10862 members 
Mstep: Class 23 contains 6262 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 6450 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 11693 members 
Mstep: Class 29 contains 10258 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12513 members 
Mstep: Class 32 contains 40460 members 
Mstep: Class 33 contains 9321 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12193 members 
Mstep: Class 37 contains 6822 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2433 members 
Mstep: Class 40 contains 8188 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9041 members 
Mstep: Class 43 contains 7145 members 
Mstep: Class 44 contains 53540 members 
Mstep: Class 45 contains 16120 members 
Mstep: Class 46 contains 41414 members 
Mstep: Class 47 contains 13915 members 
Mstep: Class 48 contains 14577 members 
Mstep: Class 49 contains 3669 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3680 members 
Mstep: Class 52 contains 3836 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 6887 members 
Mstep: Class 55 contains 20981 members 
Mstep: Class 56 contains 14866 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4544 members 
Mstep: Class 61 contains 826 members 
Mstep: Class 62 contains 4500 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290608.000000 Penalty: 219852.140625
Iteration 197Q: 64 clusters Score -1.392906e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 27854 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140553 members 
Mstep: Class 7 contains 5103 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109651 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9426 members 
Mstep: Class 15 contains 212818 members 
Mstep: Class 16 contains 23746 members 
Mstep: Class 17 contains 42576 members 
Mstep: Class 18 contains 38173 members 
Mstep: Class 19 contains 128606 members 
Mstep: Class 20 contains 21578 members 
Mstep: Class 21 contains 20552 members 
Mstep: Class 22 contains 10852 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7698 members 
Mstep: Class 28 contains 11690 members 
Mstep: Class 29 contains 10255 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12501 members 
Mstep: Class 32 contains 40466 members 
Mstep: Class 33 contains 9322 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9703 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6825 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2453 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9040 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 53536 members 
Mstep: Class 45 contains 16113 members 
Mstep: Class 46 contains 41411 members 
Mstep: Class 47 contains 13915 members 
Mstep: Class 48 contains 14581 members 
Mstep: Class 49 contains 3671 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3685 members 
Mstep: Class 52 contains 3837 members 
Mstep: Class 53 contains 24577 members 
Mstep: Class 54 contains 6889 members 
Mstep: Class 55 contains 20985 members 
Mstep: Class 56 contains 14862 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 829 members 
Mstep: Class 62 contains 4512 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139290704.000000 Penalty: 219852.140625
Iteration 198Q: 64 clusters Score -1.392907e+08 nChanged 305
Entering ConstructFrom: 
Score: -139290704.000000 Penalty: 219852.140625
Entering ConstructFrom: 
Trying to split cluster 1 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -21283.654297 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -21283.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20115.226562 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -20115.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20320.214844 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -20320.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20411.648438 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -20411.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20501.039062 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -20501.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20536.515625 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -20536.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20560.787109 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -20560.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20566.789062 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -20566.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20566.789062 Penalty: 2812.260986
	Iteration 7F: 3 clusters Score -20566.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -596477.437500 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -596477.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -591315.875000 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -591315.9 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -592773.562500 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -592773.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -593301.937500 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -593301.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -593749.625000 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -593749.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -594105.250000 Penalty: 4314.380371
	Iteration 4F: 3 clusters Score -594105.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -594467.500000 Penalty: 4314.380371
	Iteration 5F: 3 clusters Score -594467.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -594796.750000 Penalty: 4314.380371
	Iteration 6F: 3 clusters Score -594796.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -595078.437500 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -595078.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -595289.937500 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -595289.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -595445.625000 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -595445.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -595530.687500 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -595530.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -595578.062500 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -595578.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -595610.625000 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -595610.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -595641.500000 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -595641.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -595660.125000 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -595660.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -595675.562500 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -595675.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -595685.750000 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -595685.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -595694.500000 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -595694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -595696.125000 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -595696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -595697.812500 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -595697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -595700.687500 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -595700.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -595701.687500 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -595701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -595701.937500 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -595701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -595701.250000 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -595701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -595701.250000 Penalty: 4314.380371
	Iteration 24F: 3 clusters Score -595701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Entering Unmasked Estep 
Score: -3172076.500000 Penalty: 2538.213379
	Iteration 0F: 2 clusters Score -3172076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3152920.750000 Penalty: 5076.426758
	Iteration 0F: 3 clusters Score -3152921 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3159766.750000 Penalty: 5076.426758
	Iteration 1F: 3 clusters Score -3159767 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3160572.250000 Penalty: 5076.426758
	Iteration 2F: 3 clusters Score -3160572 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3161687.500000 Penalty: 5076.426758
	Iteration 3F: 3 clusters Score -3161688 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3163288.000000 Penalty: 5076.426758
	Iteration 4F: 3 clusters Score -3163288 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3165324.000000 Penalty: 5076.426758
	Iteration 5F: 3 clusters Score -3165324 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3167107.250000 Penalty: 5076.426758
	Iteration 6F: 3 clusters Score -3167107 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3168236.000000 Penalty: 5076.426758
	Iteration 7F: 3 clusters Score -3168236 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3168910.250000 Penalty: 5076.426758
	Iteration 8Q: 3 clusters Score -3168910 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3169294.500000 Penalty: 5076.426758
	Iteration 9Q: 3 clusters Score -3169294 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3169620.000000 Penalty: 5076.426758
	Iteration 10Q: 3 clusters Score -3169620 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3169876.750000 Penalty: 5076.426758
	Iteration 11Q: 3 clusters Score -3169877 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3170119.250000 Penalty: 5076.426758
	Iteration 12Q: 3 clusters Score -3170119 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3170362.250000 Penalty: 5076.426758
	Iteration 13Q: 3 clusters Score -3170362 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3170581.500000 Penalty: 5076.426758
	Iteration 14Q: 3 clusters Score -3170582 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3170718.500000 Penalty: 5076.426758
	Iteration 15Q: 3 clusters Score -3170718 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3170870.000000 Penalty: 5076.426758
	Iteration 16Q: 3 clusters Score -3170870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3170982.500000 Penalty: 5076.426758
	Iteration 17Q: 3 clusters Score -3170982 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3171078.000000 Penalty: 5076.426758
	Iteration 18Q: 3 clusters Score -3171078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3171145.750000 Penalty: 5076.426758
	Iteration 19Q: 3 clusters Score -3171146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3171174.000000 Penalty: 5076.426758
	Iteration 20F: 3 clusters Score -3171174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3171201.500000 Penalty: 5076.426758
	Iteration 21Q: 3 clusters Score -3171202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3171215.000000 Penalty: 5076.426758
	Iteration 22Q: 3 clusters Score -3171215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3171222.750000 Penalty: 5076.426758
	Iteration 23Q: 3 clusters Score -3171223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3171231.000000 Penalty: 5076.426758
	Iteration 24Q: 3 clusters Score -3171231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3171238.500000 Penalty: 5076.426758
	Iteration 25Q: 3 clusters Score -3171238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3171243.750000 Penalty: 5076.426758
	Iteration 26Q: 3 clusters Score -3171244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3171250.250000 Penalty: 5076.426758
	Iteration 27Q: 3 clusters Score -3171250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3171247.000000 Penalty: 5076.426758
	Iteration 28Q: 3 clusters Score -3171247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3171244.500000 Penalty: 5076.426758
	Iteration 29Q: 3 clusters Score -3171244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3171246.250000 Penalty: 5076.426758
	Iteration 30Q: 3 clusters Score -3171246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3171245.000000 Penalty: 5076.426758
	Iteration 31Q: 3 clusters Score -3171245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3171249.000000 Penalty: 5076.426758
	Iteration 32Q: 3 clusters Score -3171249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3171249.000000 Penalty: 5076.426758
	Iteration 33Q: 3 clusters Score -3171249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3171247.750000 Penalty: 5076.426758
	Iteration 34Q: 3 clusters Score -3171248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3171241.750000 Penalty: 5076.426758
	Iteration 35Q: 3 clusters Score -3171242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3171243.250000 Penalty: 5076.426758
	Iteration 36Q: 3 clusters Score -3171243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3171245.250000 Penalty: 5076.426758
	Iteration 37Q: 3 clusters Score -3171245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3171245.250000 Penalty: 5076.426758
	Iteration 38Q: 3 clusters Score -3171245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3171245.250000 Penalty: 5076.426758
	Iteration 39F: 3 clusters Score -3171245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -398657.531250 Penalty: 2061.957031
	Iteration 0F: 2 clusters Score -398657.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -394755.468750 Penalty: 4123.914062
	Iteration 0F: 3 clusters Score -394755.5 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -395857.625000 Penalty: 4123.914062
	Iteration 1F: 3 clusters Score -395857.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -396410.437500 Penalty: 4123.914062
	Iteration 2F: 3 clusters Score -396410.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -397021.468750 Penalty: 4123.914062
	Iteration 3F: 3 clusters Score -397021.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -397630.000000 Penalty: 4123.914062
	Iteration 4F: 3 clusters Score -397630 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -398122.625000 Penalty: 4123.914062
	Iteration 5F: 3 clusters Score -398122.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -398405.812500 Penalty: 4123.914062
	Iteration 6F: 3 clusters Score -398405.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -398595.812500 Penalty: 4123.914062
	Iteration 7Q: 3 clusters Score -398595.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -398739.843750 Penalty: 4123.914062
	Iteration 8Q: 3 clusters Score -398739.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -398868.812500 Penalty: 4123.914062
	Iteration 9Q: 3 clusters Score -398868.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -398992.718750 Penalty: 4123.914062
	Iteration 10Q: 3 clusters Score -398992.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -399097.531250 Penalty: 4123.914062
	Iteration 11Q: 3 clusters Score -399097.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -399198.937500 Penalty: 4123.914062
	Iteration 12Q: 3 clusters Score -399198.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -399268.187500 Penalty: 4123.914062
	Iteration 13Q: 3 clusters Score -399268.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -399326.218750 Penalty: 4123.914062
	Iteration 14Q: 3 clusters Score -399326.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -399359.625000 Penalty: 4123.914062
	Iteration 15Q: 3 clusters Score -399359.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -399381.187500 Penalty: 4123.914062
	Iteration 16Q: 3 clusters Score -399381.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -399400.000000 Penalty: 4123.914062
	Iteration 17Q: 3 clusters Score -399400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -399431.062500 Penalty: 4123.914062
	Iteration 18Q: 3 clusters Score -399431.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -399452.500000 Penalty: 4123.914062
	Iteration 19Q: 3 clusters Score -399452.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -399520.187500 Penalty: 4123.914062
	Iteration 20F: 3 clusters Score -399520.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -399554.343750 Penalty: 4123.914062
	Iteration 21Q: 3 clusters Score -399554.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -399572.687500 Penalty: 4123.914062
	Iteration 22Q: 3 clusters Score -399572.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -399584.281250 Penalty: 4123.914062
	Iteration 23Q: 3 clusters Score -399584.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -399592.406250 Penalty: 4123.914062
	Iteration 24Q: 3 clusters Score -399592.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -399595.687500 Penalty: 4123.914062
	Iteration 25Q: 3 clusters Score -399595.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -399598.593750 Penalty: 4123.914062
	Iteration 26Q: 3 clusters Score -399598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -399602.937500 Penalty: 4123.914062
	Iteration 27Q: 3 clusters Score -399602.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -399605.843750 Penalty: 4123.914062
	Iteration 28Q: 3 clusters Score -399605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -399609.437500 Penalty: 4123.914062
	Iteration 29Q: 3 clusters Score -399609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -399613.468750 Penalty: 4123.914062
	Iteration 30Q: 3 clusters Score -399613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -399615.625000 Penalty: 4123.914062
	Iteration 31Q: 3 clusters Score -399615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -399616.593750 Penalty: 4123.914062
	Iteration 32Q: 3 clusters Score -399616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -399617.062500 Penalty: 4123.914062
	Iteration 33Q: 3 clusters Score -399617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -399619.156250 Penalty: 4123.914062
	Iteration 34Q: 3 clusters Score -399619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -399620.656250 Penalty: 4123.914062
	Iteration 35Q: 3 clusters Score -399620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -399621.093750 Penalty: 4123.914062
	Iteration 36Q: 3 clusters Score -399621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -399622.156250 Penalty: 4123.914062
	Iteration 37Q: 3 clusters Score -399622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -399622.812500 Penalty: 4123.914062
	Iteration 38Q: 3 clusters Score -399622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -399624.656250 Penalty: 4123.914062
	Iteration 39Q: 3 clusters Score -399624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -399627.000000 Penalty: 4123.914062
	Iteration 40F: 3 clusters Score -399627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -399627.781250 Penalty: 4123.914062
	Iteration 41Q: 3 clusters Score -399627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -399629.218750 Penalty: 4123.914062
	Iteration 42Q: 3 clusters Score -399629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -399629.875000 Penalty: 4123.914062
	Iteration 43Q: 3 clusters Score -399629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -399629.875000 Penalty: 4123.914062
	Iteration 44F: 3 clusters Score -399629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27854 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140552 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109653 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 212812 members 
Mstep: Class 16 contains 23749 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 128595 members 
Mstep: Class 20 contains 21575 members 
Mstep: Class 21 contains 20553 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 11691 members 
Mstep: Class 29 contains 10254 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12494 members 
Mstep: Class 32 contains 40461 members 
Mstep: Class 33 contains 9328 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6828 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2478 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 53534 members 
Mstep: Class 45 contains 16107 members 
Mstep: Class 46 contains 41411 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 14580 members 
Mstep: Class 49 contains 3677 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3686 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 6891 members 
Mstep: Class 55 contains 20988 members 
Mstep: Class 56 contains 14859 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 829 members 
Mstep: Class 62 contains 4517 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 2321 members 
Entering Unmasked Estep 
Score: -139290096.000000 Penalty: 223341.859375
Splitting cluster 4 changes total score from -139290704.000000 to -139290096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Entering Unmasked Estep 
Score: -1887937.375000 Penalty: 2430.664795
	Iteration 0F: 2 clusters Score -1887937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1875198.250000 Penalty: 4861.329590
	Iteration 0F: 3 clusters Score -1875198 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1879447.875000 Penalty: 4861.329590
	Iteration 1F: 3 clusters Score -1879448 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1880002.500000 Penalty: 4861.329590
	Iteration 2F: 3 clusters Score -1880002 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1880600.125000 Penalty: 4861.329590
	Iteration 3F: 3 clusters Score -1880600 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1881397.875000 Penalty: 4861.329590
	Iteration 4F: 3 clusters Score -1881398 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1882351.375000 Penalty: 4861.329590
	Iteration 5F: 3 clusters Score -1882351 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1883247.500000 Penalty: 4861.329590
	Iteration 6F: 3 clusters Score -1883248 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1884009.750000 Penalty: 4861.329590
	Iteration 7F: 3 clusters Score -1884010 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1884655.500000 Penalty: 4861.329590
	Iteration 8Q: 3 clusters Score -1884656 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1885117.125000 Penalty: 4861.329590
	Iteration 9Q: 3 clusters Score -1885117 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1885495.375000 Penalty: 4861.329590
	Iteration 10Q: 3 clusters Score -1885495 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1885760.375000 Penalty: 4861.329590
	Iteration 11Q: 3 clusters Score -1885760 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1885947.250000 Penalty: 4861.329590
	Iteration 12Q: 3 clusters Score -1885947 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1886074.500000 Penalty: 4861.329590
	Iteration 13Q: 3 clusters Score -1886074 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1886187.875000 Penalty: 4861.329590
	Iteration 14Q: 3 clusters Score -1886188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1886275.375000 Penalty: 4861.329590
	Iteration 15Q: 3 clusters Score -1886275 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1886342.500000 Penalty: 4861.329590
	Iteration 16Q: 3 clusters Score -1886342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1886392.625000 Penalty: 4861.329590
	Iteration 17Q: 3 clusters Score -1886393 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1886447.250000 Penalty: 4861.329590
	Iteration 18Q: 3 clusters Score -1886447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1886475.000000 Penalty: 4861.329590
	Iteration 19Q: 3 clusters Score -1886475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1886513.875000 Penalty: 4861.329590
	Iteration 20F: 3 clusters Score -1886514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1886537.375000 Penalty: 4861.329590
	Iteration 21Q: 3 clusters Score -1886537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1886559.250000 Penalty: 4861.329590
	Iteration 22Q: 3 clusters Score -1886559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1886570.000000 Penalty: 4861.329590
	Iteration 23Q: 3 clusters Score -1886570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1886582.125000 Penalty: 4861.329590
	Iteration 24Q: 3 clusters Score -1886582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1886591.125000 Penalty: 4861.329590
	Iteration 25Q: 3 clusters Score -1886591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1886597.000000 Penalty: 4861.329590
	Iteration 26Q: 3 clusters Score -1886597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1886601.125000 Penalty: 4861.329590
	Iteration 27Q: 3 clusters Score -1886601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1886606.000000 Penalty: 4861.329590
	Iteration 28Q: 3 clusters Score -1886606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1886610.375000 Penalty: 4861.329590
	Iteration 29Q: 3 clusters Score -1886610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1886612.750000 Penalty: 4861.329590
	Iteration 30Q: 3 clusters Score -1886613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1886621.625000 Penalty: 4861.329590
	Iteration 31Q: 3 clusters Score -1886622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1886628.500000 Penalty: 4861.329590
	Iteration 32Q: 3 clusters Score -1886628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1886633.375000 Penalty: 4861.329590
	Iteration 33Q: 3 clusters Score -1886633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1886644.125000 Penalty: 4861.329590
	Iteration 34Q: 3 clusters Score -1886644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1886654.500000 Penalty: 4861.329590
	Iteration 35Q: 3 clusters Score -1886654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1886668.750000 Penalty: 4861.329590
	Iteration 36Q: 3 clusters Score -1886669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1886678.375000 Penalty: 4861.329590
	Iteration 37Q: 3 clusters Score -1886678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1886687.125000 Penalty: 4861.329590
	Iteration 38Q: 3 clusters Score -1886687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1886697.375000 Penalty: 4861.329590
	Iteration 39Q: 3 clusters Score -1886697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1886699.375000 Penalty: 4861.329590
	Iteration 40F: 3 clusters Score -1886699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1886699.000000 Penalty: 4861.329590
	Iteration 41Q: 3 clusters Score -1886699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1886701.250000 Penalty: 4861.329590
	Iteration 42Q: 3 clusters Score -1886701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1886704.125000 Penalty: 4861.329590
	Iteration 43Q: 3 clusters Score -1886704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1886709.625000 Penalty: 4861.329590
	Iteration 44Q: 3 clusters Score -1886710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1886710.875000 Penalty: 4861.329590
	Iteration 45Q: 3 clusters Score -1886711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1886713.750000 Penalty: 4861.329590
	Iteration 46Q: 3 clusters Score -1886714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1886715.000000 Penalty: 4861.329590
	Iteration 47Q: 3 clusters Score -1886715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1886715.875000 Penalty: 4861.329590
	Iteration 48Q: 3 clusters Score -1886716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1886718.250000 Penalty: 4861.329590
	Iteration 49Q: 3 clusters Score -1886718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1886721.625000 Penalty: 4861.329590
	Iteration 50Q: 3 clusters Score -1886722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1886723.500000 Penalty: 4861.329590
	Iteration 51Q: 3 clusters Score -1886724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1886724.125000 Penalty: 4861.329590
	Iteration 52Q: 3 clusters Score -1886724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1886724.125000 Penalty: 4861.329590
	Iteration 53F: 3 clusters Score -1886724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140552 members 
Entering Unmasked Estep 
Score: -15803629.000000 Penalty: 2939.626465
	Iteration 0F: 2 clusters Score -1.580363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -15709666.000000 Penalty: 5879.252930
	Iteration 0F: 3 clusters Score -1.570967e+07 nChanged 67110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -15748235.000000 Penalty: 5879.252930
	Iteration 1F: 3 clusters Score -1.574824e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -15749438.000000 Penalty: 5879.252930
	Iteration 2Q: 3 clusters Score -1.574944e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -15751164.000000 Penalty: 5879.252930
	Iteration 3Q: 3 clusters Score -1.575116e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -15754281.000000 Penalty: 5879.252930
	Iteration 4Q: 3 clusters Score -1.575428e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 93652 members 
Entering Unmasked Estep 
Score: -15759603.000000 Penalty: 5879.252930
	Iteration 5F: 3 clusters Score -1.57596e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 103561 members 
Entering Unmasked Estep 
Score: -15767202.000000 Penalty: 5879.252930
	Iteration 6F: 3 clusters Score -1.57672e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -15776811.000000 Penalty: 5879.252930
	Iteration 7F: 3 clusters Score -1.577681e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 125049 members 
Entering Unmasked Estep 
Score: -15786445.000000 Penalty: 5879.252930
	Iteration 8F: 3 clusters Score -1.578644e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 132767 members 
Entering Unmasked Estep 
Score: -15793885.000000 Penalty: 5879.252930
	Iteration 9F: 3 clusters Score -1.579388e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 137154 members 
Entering Unmasked Estep 
Score: -15798023.000000 Penalty: 5879.252930
	Iteration 10Q: 3 clusters Score -1.579802e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 139067 members 
Entering Unmasked Estep 
Score: -15799879.000000 Penalty: 5879.252930
	Iteration 11Q: 3 clusters Score -1.579988e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 139754 members 
Entering Unmasked Estep 
Score: -15800528.000000 Penalty: 5879.252930
	Iteration 12Q: 3 clusters Score -1.580053e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 139976 members 
Entering Unmasked Estep 
Score: -15800799.000000 Penalty: 5879.252930
	Iteration 13Q: 3 clusters Score -1.58008e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -15800923.000000 Penalty: 5879.252930
	Iteration 14Q: 3 clusters Score -1.580092e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 140123 members 
Entering Unmasked Estep 
Score: -15801004.000000 Penalty: 5879.252930
	Iteration 15Q: 3 clusters Score -1.5801e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -15801047.000000 Penalty: 5879.252930
	Iteration 16Q: 3 clusters Score -1.580105e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 140159 members 
Entering Unmasked Estep 
Score: -15801078.000000 Penalty: 5879.252930
	Iteration 17Q: 3 clusters Score -1.580108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 140164 members 
Entering Unmasked Estep 
Score: -15801090.000000 Penalty: 5879.252930
	Iteration 18Q: 3 clusters Score -1.580109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -15801098.000000 Penalty: 5879.252930
	Iteration 19Q: 3 clusters Score -1.58011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 140172 members 
Entering Unmasked Estep 
Score: -15801109.000000 Penalty: 5879.252930
	Iteration 20F: 3 clusters Score -1.580111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 140178 members 
Entering Unmasked Estep 
Score: -15801114.000000 Penalty: 5879.252930
	Iteration 21Q: 3 clusters Score -1.580111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 140182 members 
Entering Unmasked Estep 
Score: -15801130.000000 Penalty: 5879.252930
	Iteration 22Q: 3 clusters Score -1.580113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 140188 members 
Entering Unmasked Estep 
Score: -15801136.000000 Penalty: 5879.252930
	Iteration 23Q: 3 clusters Score -1.580114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 140192 members 
Entering Unmasked Estep 
Score: -15801148.000000 Penalty: 5879.252930
	Iteration 24Q: 3 clusters Score -1.580115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 140192 members 
Entering Unmasked Estep 
Score: -15801159.000000 Penalty: 5879.252930
	Iteration 25Q: 3 clusters Score -1.580116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 140191 members 
Entering Unmasked Estep 
Score: -15801160.000000 Penalty: 5879.252930
	Iteration 26Q: 3 clusters Score -1.580116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 140189 members 
Entering Unmasked Estep 
Score: -15801163.000000 Penalty: 5879.252930
	Iteration 27Q: 3 clusters Score -1.580116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 140188 members 
Entering Unmasked Estep 
Score: -15801167.000000 Penalty: 5879.252930
	Iteration 28Q: 3 clusters Score -1.580117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 140188 members 
Entering Unmasked Estep 
Score: -15801167.000000 Penalty: 5879.252930
	Iteration 29F: 3 clusters Score -1.580117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -513996.187500 Penalty: 2117.417969
	Iteration 0F: 2 clusters Score -513996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -509439.406250 Penalty: 4234.835938
	Iteration 0F: 3 clusters Score -509439.4 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -510798.968750 Penalty: 4234.835938
	Iteration 1F: 3 clusters Score -510799 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -511348.187500 Penalty: 4234.835938
	Iteration 2F: 3 clusters Score -511348.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -511875.312500 Penalty: 4234.835938
	Iteration 3F: 3 clusters Score -511875.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -512272.968750 Penalty: 4234.835938
	Iteration 4F: 3 clusters Score -512273 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -512498.343750 Penalty: 4234.835938
	Iteration 5F: 3 clusters Score -512498.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -512636.000000 Penalty: 4234.835938
	Iteration 6Q: 3 clusters Score -512636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -512751.781250 Penalty: 4234.835938
	Iteration 7Q: 3 clusters Score -512751.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -512863.625000 Penalty: 4234.835938
	Iteration 8Q: 3 clusters Score -512863.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -512970.406250 Penalty: 4234.835938
	Iteration 9Q: 3 clusters Score -512970.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -513048.093750 Penalty: 4234.835938
	Iteration 10Q: 3 clusters Score -513048.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -513099.906250 Penalty: 4234.835938
	Iteration 11Q: 3 clusters Score -513099.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -513141.062500 Penalty: 4234.835938
	Iteration 12Q: 3 clusters Score -513141.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -513170.250000 Penalty: 4234.835938
	Iteration 13Q: 3 clusters Score -513170.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -513197.468750 Penalty: 4234.835938
	Iteration 14Q: 3 clusters Score -513197.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -513218.375000 Penalty: 4234.835938
	Iteration 15Q: 3 clusters Score -513218.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -513236.937500 Penalty: 4234.835938
	Iteration 16Q: 3 clusters Score -513236.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -513256.062500 Penalty: 4234.835938
	Iteration 17Q: 3 clusters Score -513256.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -513272.343750 Penalty: 4234.835938
	Iteration 18Q: 3 clusters Score -513272.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -513287.062500 Penalty: 4234.835938
	Iteration 19Q: 3 clusters Score -513287.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -513300.875000 Penalty: 4234.835938
	Iteration 20F: 3 clusters Score -513300.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -513311.687500 Penalty: 4234.835938
	Iteration 21Q: 3 clusters Score -513311.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -513318.843750 Penalty: 4234.835938
	Iteration 22Q: 3 clusters Score -513318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -513321.031250 Penalty: 4234.835938
	Iteration 23Q: 3 clusters Score -513321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -513323.718750 Penalty: 4234.835938
	Iteration 24Q: 3 clusters Score -513323.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -513330.187500 Penalty: 4234.835938
	Iteration 25Q: 3 clusters Score -513330.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -513334.781250 Penalty: 4234.835938
	Iteration 26Q: 3 clusters Score -513334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -513334.531250 Penalty: 4234.835938
	Iteration 27Q: 3 clusters Score -513334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -513337.812500 Penalty: 4234.835938
	Iteration 28Q: 3 clusters Score -513337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -513337.906250 Penalty: 4234.835938
	Iteration 29Q: 3 clusters Score -513337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -513339.468750 Penalty: 4234.835938
	Iteration 30Q: 3 clusters Score -513339.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -513340.718750 Penalty: 4234.835938
	Iteration 31Q: 3 clusters Score -513340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -513340.781250 Penalty: 4234.835938
	Iteration 32Q: 3 clusters Score -513340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -513342.750000 Penalty: 4234.835938
	Iteration 33Q: 3 clusters Score -513342.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -513344.281250 Penalty: 4234.835938
	Iteration 34Q: 3 clusters Score -513344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -513345.375000 Penalty: 4234.835938
	Iteration 35Q: 3 clusters Score -513345.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -513348.281250 Penalty: 4234.835938
	Iteration 36Q: 3 clusters Score -513348.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -513350.250000 Penalty: 4234.835938
	Iteration 37Q: 3 clusters Score -513350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -513351.781250 Penalty: 4234.835938
	Iteration 38Q: 3 clusters Score -513351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -513354.093750 Penalty: 4234.835938
	Iteration 39Q: 3 clusters Score -513354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -513354.156250 Penalty: 4234.835938
	Iteration 40F: 3 clusters Score -513354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -513356.156250 Penalty: 4234.835938
	Iteration 41Q: 3 clusters Score -513356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -513355.906250 Penalty: 4234.835938
	Iteration 42Q: 3 clusters Score -513355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -513356.718750 Penalty: 4234.835938
	Iteration 43Q: 3 clusters Score -513356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -513355.812500 Penalty: 4234.835938
	Iteration 44Q: 3 clusters Score -513355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -513356.562500 Penalty: 4234.835938
	Iteration 45Q: 3 clusters Score -513356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -513356.562500 Penalty: 4234.835938
	Iteration 46F: 3 clusters Score -513356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Entering Unmasked Estep 
Score: -1783680.750000 Penalty: 2411.047607
	Iteration 0F: 2 clusters Score -1783681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1771782.375000 Penalty: 4822.095215
	Iteration 0F: 3 clusters Score -1771782 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1775717.625000 Penalty: 4822.095215
	Iteration 1F: 3 clusters Score -1775718 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1776112.250000 Penalty: 4822.095215
	Iteration 2F: 3 clusters Score -1776112 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1776405.875000 Penalty: 4822.095215
	Iteration 3Q: 3 clusters Score -1776406 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1776655.250000 Penalty: 4822.095215
	Iteration 4Q: 3 clusters Score -1776655 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1776898.500000 Penalty: 4822.095215
	Iteration 5Q: 3 clusters Score -1776898 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1777173.000000 Penalty: 4822.095215
	Iteration 6Q: 3 clusters Score -1777173 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1777463.250000 Penalty: 4822.095215
	Iteration 7Q: 3 clusters Score -1777463 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1777703.500000 Penalty: 4822.095215
	Iteration 8Q: 3 clusters Score -1777704 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1777934.875000 Penalty: 4822.095215
	Iteration 9Q: 3 clusters Score -1777935 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1778131.625000 Penalty: 4822.095215
	Iteration 10Q: 3 clusters Score -1778132 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1778291.875000 Penalty: 4822.095215
	Iteration 11Q: 3 clusters Score -1778292 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1778419.125000 Penalty: 4822.095215
	Iteration 12Q: 3 clusters Score -1778419 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1778494.875000 Penalty: 4822.095215
	Iteration 13Q: 3 clusters Score -1778495 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1778563.625000 Penalty: 4822.095215
	Iteration 14Q: 3 clusters Score -1778564 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1778620.750000 Penalty: 4822.095215
	Iteration 15Q: 3 clusters Score -1778621 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1778686.250000 Penalty: 4822.095215
	Iteration 16Q: 3 clusters Score -1778686 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1778732.875000 Penalty: 4822.095215
	Iteration 17Q: 3 clusters Score -1778733 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1778785.250000 Penalty: 4822.095215
	Iteration 18Q: 3 clusters Score -1778785 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1778828.000000 Penalty: 4822.095215
	Iteration 19Q: 3 clusters Score -1778828 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1778868.125000 Penalty: 4822.095215
	Iteration 20F: 3 clusters Score -1778868 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1778903.625000 Penalty: 4822.095215
	Iteration 21Q: 3 clusters Score -1778904 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1778939.375000 Penalty: 4822.095215
	Iteration 22Q: 3 clusters Score -1778939 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1778972.750000 Penalty: 4822.095215
	Iteration 23Q: 3 clusters Score -1778973 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1778993.750000 Penalty: 4822.095215
	Iteration 24Q: 3 clusters Score -1778994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1779020.875000 Penalty: 4822.095215
	Iteration 25Q: 3 clusters Score -1779021 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1779047.625000 Penalty: 4822.095215
	Iteration 26Q: 3 clusters Score -1779048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1779070.125000 Penalty: 4822.095215
	Iteration 27Q: 3 clusters Score -1779070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1779083.625000 Penalty: 4822.095215
	Iteration 28Q: 3 clusters Score -1779084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1779099.250000 Penalty: 4822.095215
	Iteration 29Q: 3 clusters Score -1779099 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1779110.625000 Penalty: 4822.095215
	Iteration 30Q: 3 clusters Score -1779111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1779125.375000 Penalty: 4822.095215
	Iteration 31Q: 3 clusters Score -1779125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1779132.375000 Penalty: 4822.095215
	Iteration 32Q: 3 clusters Score -1779132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1779147.375000 Penalty: 4822.095215
	Iteration 33Q: 3 clusters Score -1779147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1779156.000000 Penalty: 4822.095215
	Iteration 34Q: 3 clusters Score -1779156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1779165.625000 Penalty: 4822.095215
	Iteration 35Q: 3 clusters Score -1779166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1779181.250000 Penalty: 4822.095215
	Iteration 36Q: 3 clusters Score -1779181 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1779187.125000 Penalty: 4822.095215
	Iteration 37Q: 3 clusters Score -1779187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1779193.500000 Penalty: 4822.095215
	Iteration 38Q: 3 clusters Score -1779194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1779210.875000 Penalty: 4822.095215
	Iteration 39Q: 3 clusters Score -1779211 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1779220.375000 Penalty: 4822.095215
	Iteration 40F: 3 clusters Score -1779220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1779241.750000 Penalty: 4822.095215
	Iteration 41Q: 3 clusters Score -1779242 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1779259.000000 Penalty: 4822.095215
	Iteration 42Q: 3 clusters Score -1779259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1779276.125000 Penalty: 4822.095215
	Iteration 43Q: 3 clusters Score -1779276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1779292.625000 Penalty: 4822.095215
	Iteration 44Q: 3 clusters Score -1779293 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1779309.125000 Penalty: 4822.095215
	Iteration 45Q: 3 clusters Score -1779309 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1779325.500000 Penalty: 4822.095215
	Iteration 46Q: 3 clusters Score -1779326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1779349.375000 Penalty: 4822.095215
	Iteration 47Q: 3 clusters Score -1779349 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1779386.000000 Penalty: 4822.095215
	Iteration 48Q: 3 clusters Score -1779386 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1779426.250000 Penalty: 4822.095215
	Iteration 49Q: 3 clusters Score -1779426 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1779472.875000 Penalty: 4822.095215
	Iteration 50Q: 3 clusters Score -1779473 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1779521.125000 Penalty: 4822.095215
	Iteration 51Q: 3 clusters Score -1779521 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1779564.000000 Penalty: 4822.095215
	Iteration 52Q: 3 clusters Score -1779564 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1779634.875000 Penalty: 4822.095215
	Iteration 53Q: 3 clusters Score -1779635 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1779721.125000 Penalty: 4822.095215
	Iteration 54Q: 3 clusters Score -1779721 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1779835.250000 Penalty: 4822.095215
	Iteration 55Q: 3 clusters Score -1779835 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1779962.875000 Penalty: 4822.095215
	Iteration 56Q: 3 clusters Score -1779963 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1780103.375000 Penalty: 4822.095215
	Iteration 57Q: 3 clusters Score -1780103 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1780251.625000 Penalty: 4822.095215
	Iteration 58Q: 3 clusters Score -1780252 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1780393.750000 Penalty: 4822.095215
	Iteration 59Q: 3 clusters Score -1780394 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1780531.500000 Penalty: 4822.095215
	Iteration 60F: 3 clusters Score -1780532 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1780658.750000 Penalty: 4822.095215
	Iteration 61Q: 3 clusters Score -1780659 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1780771.750000 Penalty: 4822.095215
	Iteration 62Q: 3 clusters Score -1780772 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1780901.375000 Penalty: 4822.095215
	Iteration 63Q: 3 clusters Score -1780901 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1781029.125000 Penalty: 4822.095215
	Iteration 64Q: 3 clusters Score -1781029 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1781172.750000 Penalty: 4822.095215
	Iteration 65Q: 3 clusters Score -1781173 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1781305.375000 Penalty: 4822.095215
	Iteration 66Q: 3 clusters Score -1781305 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1781406.750000 Penalty: 4822.095215
	Iteration 67Q: 3 clusters Score -1781407 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1781494.125000 Penalty: 4822.095215
	Iteration 68Q: 3 clusters Score -1781494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1781543.500000 Penalty: 4822.095215
	Iteration 69Q: 3 clusters Score -1781544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1781580.875000 Penalty: 4822.095215
	Iteration 70Q: 3 clusters Score -1781581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1781604.125000 Penalty: 4822.095215
	Iteration 71Q: 3 clusters Score -1781604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1781625.000000 Penalty: 4822.095215
	Iteration 72Q: 3 clusters Score -1781625 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1781650.500000 Penalty: 4822.095215
	Iteration 73Q: 3 clusters Score -1781650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1781666.750000 Penalty: 4822.095215
	Iteration 74Q: 3 clusters Score -1781667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1781681.125000 Penalty: 4822.095215
	Iteration 75Q: 3 clusters Score -1781681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1781694.500000 Penalty: 4822.095215
	Iteration 76Q: 3 clusters Score -1781694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1781700.250000 Penalty: 4822.095215
	Iteration 77Q: 3 clusters Score -1781700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1781707.750000 Penalty: 4822.095215
	Iteration 78Q: 3 clusters Score -1781708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1781715.875000 Penalty: 4822.095215
	Iteration 79Q: 3 clusters Score -1781716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1781715.625000 Penalty: 4822.095215
	Iteration 80F: 3 clusters Score -1781716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1781717.125000 Penalty: 4822.095215
	Iteration 81Q: 3 clusters Score -1781717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1781721.250000 Penalty: 4822.095215
	Iteration 82Q: 3 clusters Score -1781721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1781719.875000 Penalty: 4822.095215
	Iteration 83Q: 3 clusters Score -1781720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1781725.250000 Penalty: 4822.095215
	Iteration 84Q: 3 clusters Score -1781725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1781725.500000 Penalty: 4822.095215
	Iteration 85Q: 3 clusters Score -1781726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1781728.750000 Penalty: 4822.095215
	Iteration 86Q: 3 clusters Score -1781729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1781730.000000 Penalty: 4822.095215
	Iteration 87Q: 3 clusters Score -1781730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1781729.000000 Penalty: 4822.095215
	Iteration 88Q: 3 clusters Score -1781729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1781733.500000 Penalty: 4822.095215
	Iteration 89Q: 3 clusters Score -1781734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1781735.625000 Penalty: 4822.095215
	Iteration 90Q: 3 clusters Score -1781736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1781735.250000 Penalty: 4822.095215
	Iteration 91Q: 3 clusters Score -1781735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1781737.875000 Penalty: 4822.095215
	Iteration 92Q: 3 clusters Score -1781738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1781738.875000 Penalty: 4822.095215
	Iteration 93Q: 3 clusters Score -1781739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1781742.250000 Penalty: 4822.095215
	Iteration 94Q: 3 clusters Score -1781742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1781742.375000 Penalty: 4822.095215
	Iteration 95Q: 3 clusters Score -1781742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1781742.125000 Penalty: 4822.095215
	Iteration 96Q: 3 clusters Score -1781742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1781742.125000 Penalty: 4822.095215
	Iteration 97F: 3 clusters Score -1781742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109653 members 
Entering Unmasked Estep 
Score: -12341720.000000 Penalty: 2878.058838
	Iteration 0F: 2 clusters Score -1.234172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -12268429.000000 Penalty: 5756.117676
	Iteration 0F: 3 clusters Score -1.226843e+07 nChanged 52002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -12297827.000000 Penalty: 5756.117676
	Iteration 1F: 3 clusters Score -1.229783e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -12298530.000000 Penalty: 5756.117676
	Iteration 2Q: 3 clusters Score -1.229853e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -12299348.000000 Penalty: 5756.117676
	Iteration 3Q: 3 clusters Score -1.229935e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -12300379.000000 Penalty: 5756.117676
	Iteration 4Q: 3 clusters Score -1.230038e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -12301670.000000 Penalty: 5756.117676
	Iteration 5Q: 3 clusters Score -1.230167e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -12303392.000000 Penalty: 5756.117676
	Iteration 6Q: 3 clusters Score -1.230339e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -12305791.000000 Penalty: 5756.117676
	Iteration 7Q: 3 clusters Score -1.230579e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -12309433.000000 Penalty: 5756.117676
	Iteration 8F: 3 clusters Score -1.230943e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -12314501.000000 Penalty: 5756.117676
	Iteration 9F: 3 clusters Score -1.23145e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -12321021.000000 Penalty: 5756.117676
	Iteration 10F: 3 clusters Score -1.232102e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -12327490.000000 Penalty: 5756.117676
	Iteration 11F: 3 clusters Score -1.232749e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -12332467.000000 Penalty: 5756.117676
	Iteration 12F: 3 clusters Score -1.233247e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -12335383.000000 Penalty: 5756.117676
	Iteration 13Q: 3 clusters Score -1.233538e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 101768 members 
Entering Unmasked Estep 
Score: -12337031.000000 Penalty: 5756.117676
	Iteration 14Q: 3 clusters Score -1.233703e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 103325 members 
Entering Unmasked Estep 
Score: -12338038.000000 Penalty: 5756.117676
	Iteration 15Q: 3 clusters Score -1.233804e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -12338710.000000 Penalty: 5756.117676
	Iteration 16Q: 3 clusters Score -1.233871e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
Score: -12339161.000000 Penalty: 5756.117676
	Iteration 17Q: 3 clusters Score -1.233916e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -12339416.000000 Penalty: 5756.117676
	Iteration 18Q: 3 clusters Score -1.233942e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 106156 members 
Entering Unmasked Estep 
Score: -12339659.000000 Penalty: 5756.117676
	Iteration 19Q: 3 clusters Score -1.233966e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -12339823.000000 Penalty: 5756.117676
	Iteration 20F: 3 clusters Score -1.233982e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -12339908.000000 Penalty: 5756.117676
	Iteration 21Q: 3 clusters Score -1.233991e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -12339983.000000 Penalty: 5756.117676
	Iteration 22Q: 3 clusters Score -1.233998e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -12340066.000000 Penalty: 5756.117676
	Iteration 23Q: 3 clusters Score -1.234007e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -12340108.000000 Penalty: 5756.117676
	Iteration 24Q: 3 clusters Score -1.234011e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 107165 members 
Entering Unmasked Estep 
Score: -12340143.000000 Penalty: 5756.117676
	Iteration 25Q: 3 clusters Score -1.234014e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -12340178.000000 Penalty: 5756.117676
	Iteration 26Q: 3 clusters Score -1.234018e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 107245 members 
Entering Unmasked Estep 
Score: -12340181.000000 Penalty: 5756.117676
	Iteration 27Q: 3 clusters Score -1.234018e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 107288 members 
Entering Unmasked Estep 
Score: -12340197.000000 Penalty: 5756.117676
	Iteration 28Q: 3 clusters Score -1.23402e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -12340207.000000 Penalty: 5756.117676
	Iteration 29Q: 3 clusters Score -1.234021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 107341 members 
Entering Unmasked Estep 
Score: -12340216.000000 Penalty: 5756.117676
	Iteration 30Q: 3 clusters Score -1.234022e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 107364 members 
Entering Unmasked Estep 
Score: -12340212.000000 Penalty: 5756.117676
	Iteration 31Q: 3 clusters Score -1.234021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 107384 members 
Entering Unmasked Estep 
Score: -12340218.000000 Penalty: 5756.117676
	Iteration 32Q: 3 clusters Score -1.234022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 107388 members 
Entering Unmasked Estep 
Score: -12340231.000000 Penalty: 5756.117676
	Iteration 33Q: 3 clusters Score -1.234023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 107394 members 
Entering Unmasked Estep 
Score: -12340236.000000 Penalty: 5756.117676
	Iteration 34Q: 3 clusters Score -1.234024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -12340236.000000 Penalty: 5756.117676
	Iteration 35Q: 3 clusters Score -1.234024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -12340245.000000 Penalty: 5756.117676
	Iteration 36Q: 3 clusters Score -1.234024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -12340236.000000 Penalty: 5756.117676
	Iteration 37Q: 3 clusters Score -1.234024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 107405 members 
Entering Unmasked Estep 
Score: -12340248.000000 Penalty: 5756.117676
	Iteration 38Q: 3 clusters Score -1.234025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 107407 members 
Entering Unmasked Estep 
Score: -12340248.000000 Penalty: 5756.117676
	Iteration 39Q: 3 clusters Score -1.234025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 107409 members 
Entering Unmasked Estep 
Score: -12340253.000000 Penalty: 5756.117676
	Iteration 40F: 3 clusters Score -1.234025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -12340250.000000 Penalty: 5756.117676
	Iteration 41Q: 3 clusters Score -1.234025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 107409 members 
Entering Unmasked Estep 
Score: -12340251.000000 Penalty: 5756.117676
	Iteration 42Q: 3 clusters Score -1.234025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -12340254.000000 Penalty: 5756.117676
	Iteration 43Q: 3 clusters Score -1.234025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -12340245.000000 Penalty: 5756.117676
	Iteration 44Q: 3 clusters Score -1.234024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 107415 members 
Entering Unmasked Estep 
Score: -12340245.000000 Penalty: 5756.117676
	Iteration 45Q: 3 clusters Score -1.234024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -12340238.000000 Penalty: 5756.117676
	Iteration 46Q: 3 clusters Score -1.234024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 107418 members 
Entering Unmasked Estep 
Score: -12340243.000000 Penalty: 5756.117676
	Iteration 47Q: 3 clusters Score -1.234024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -12340242.000000 Penalty: 5756.117676
	Iteration 48Q: 3 clusters Score -1.234024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -12340239.000000 Penalty: 5756.117676
	Iteration 49Q: 3 clusters Score -1.234024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 107415 members 
Entering Unmasked Estep 
Score: -12340236.000000 Penalty: 5756.117676
	Iteration 50Q: 3 clusters Score -1.234024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -12340241.000000 Penalty: 5756.117676
	Iteration 51Q: 3 clusters Score -1.234024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -12340256.000000 Penalty: 5756.117676
	Iteration 52Q: 3 clusters Score -1.234026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 107418 members 
Entering Unmasked Estep 
Score: -12340239.000000 Penalty: 5756.117676
	Iteration 53Q: 3 clusters Score -1.234024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -12340242.000000 Penalty: 5756.117676
	Iteration 54Q: 3 clusters Score -1.234024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -12340234.000000 Penalty: 5756.117676
	Iteration 55Q: 3 clusters Score -1.234023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -12340238.000000 Penalty: 5756.117676
	Iteration 56Q: 3 clusters Score -1.234024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -12340246.000000 Penalty: 5756.117676
	Iteration 57Q: 3 clusters Score -1.234025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -12340246.000000 Penalty: 5756.117676
	Iteration 58F: 3 clusters Score -1.234025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -139616.718750 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -139616.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -137465.953125 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -137466 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -138108.109375 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -138108.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -138594.640625 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -138594.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -138950.453125 Penalty: 3585.280518
	Iteration 3F: 3 clusters Score -138950.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139494.390625 Penalty: 3585.280518
	Iteration 4F: 3 clusters Score -139494.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140159.687500 Penalty: 3585.280518
	Iteration 5F: 3 clusters Score -140159.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -140913.734375 Penalty: 3585.280518
	Iteration 6F: 3 clusters Score -140913.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -141135.875000 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -141135.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -141238.718750 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -141238.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -141307.156250 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -141307.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141360.343750 Penalty: 3585.280518
	Iteration 10Q: 3 clusters Score -141360.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -141450.281250 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -141450.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -141515.281250 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -141515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -141517.156250 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -141517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -141517.156250 Penalty: 3585.280518
	Iteration 14F: 3 clusters Score -141517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27854 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140552 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109653 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 212812 members 
Mstep: Class 16 contains 23749 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 128595 members 
Mstep: Class 20 contains 21575 members 
Mstep: Class 21 contains 20553 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 11691 members 
Mstep: Class 29 contains 10254 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12494 members 
Mstep: Class 32 contains 40461 members 
Mstep: Class 33 contains 9328 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6828 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2478 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 53534 members 
Mstep: Class 45 contains 16107 members 
Mstep: Class 46 contains 41411 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 14580 members 
Mstep: Class 49 contains 3677 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3686 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 6891 members 
Mstep: Class 55 contains 20988 members 
Mstep: Class 56 contains 14859 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 829 members 
Mstep: Class 62 contains 4517 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 893 members 
Entering Unmasked Estep 
Score: -139290880.000000 Penalty: 223341.859375
Splitting cluster 10 changes total score from -139290704.000000 to -139290880.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 11 (10931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Entering Unmasked Estep 
Score: -1057348.250000 Penalty: 2306.240967
	Iteration 0F: 2 clusters Score -1057348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1049084.000000 Penalty: 4612.481934
	Iteration 0F: 3 clusters Score -1049084 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1051582.125000 Penalty: 4612.481934
	Iteration 1F: 3 clusters Score -1051582 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1051972.500000 Penalty: 4612.481934
	Iteration 2F: 3 clusters Score -1051972 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1052291.750000 Penalty: 4612.481934
	Iteration 3F: 3 clusters Score -1052292 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1052573.375000 Penalty: 4612.481934
	Iteration 4Q: 3 clusters Score -1052573 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1052840.125000 Penalty: 4612.481934
	Iteration 5Q: 3 clusters Score -1052840 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1053144.500000 Penalty: 4612.481934
	Iteration 6Q: 3 clusters Score -1053144 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1053479.625000 Penalty: 4612.481934
	Iteration 7Q: 3 clusters Score -1053480 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1053849.250000 Penalty: 4612.481934
	Iteration 8Q: 3 clusters Score -1053849 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1054255.875000 Penalty: 4612.481934
	Iteration 9Q: 3 clusters Score -1054256 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1054664.625000 Penalty: 4612.481934
	Iteration 10Q: 3 clusters Score -1054665 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1055085.500000 Penalty: 4612.481934
	Iteration 11Q: 3 clusters Score -1055086 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1055443.125000 Penalty: 4612.481934
	Iteration 12Q: 3 clusters Score -1055443 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1055711.500000 Penalty: 4612.481934
	Iteration 13Q: 3 clusters Score -1055712 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1055876.625000 Penalty: 4612.481934
	Iteration 14Q: 3 clusters Score -1055877 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1055988.750000 Penalty: 4612.481934
	Iteration 15Q: 3 clusters Score -1055989 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1056071.375000 Penalty: 4612.481934
	Iteration 16Q: 3 clusters Score -1056071 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1056140.625000 Penalty: 4612.481934
	Iteration 17Q: 3 clusters Score -1056141 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1056185.375000 Penalty: 4612.481934
	Iteration 18Q: 3 clusters Score -1056185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1056210.750000 Penalty: 4612.481934
	Iteration 19Q: 3 clusters Score -1056211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1056224.375000 Penalty: 4612.481934
	Iteration 20F: 3 clusters Score -1056224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1056234.125000 Penalty: 4612.481934
	Iteration 21Q: 3 clusters Score -1056234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1056238.500000 Penalty: 4612.481934
	Iteration 22Q: 3 clusters Score -1056238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1056245.625000 Penalty: 4612.481934
	Iteration 23Q: 3 clusters Score -1056246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1056245.750000 Penalty: 4612.481934
	Iteration 24Q: 3 clusters Score -1056246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1056252.875000 Penalty: 4612.481934
	Iteration 25Q: 3 clusters Score -1056253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1056254.750000 Penalty: 4612.481934
	Iteration 26Q: 3 clusters Score -1056255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1056255.625000 Penalty: 4612.481934
	Iteration 27Q: 3 clusters Score -1056256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1056254.875000 Penalty: 4612.481934
	Iteration 28Q: 3 clusters Score -1056255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1056253.500000 Penalty: 4612.481934
	Iteration 29Q: 3 clusters Score -1056254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1056253.500000 Penalty: 4612.481934
	Iteration 30F: 3 clusters Score -1056254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Entering Unmasked Estep 
Score: -728293.312500 Penalty: 2185.400635
	Iteration 0F: 2 clusters Score -728293.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -722606.687500 Penalty: 4370.801270
	Iteration 0F: 3 clusters Score -722606.7 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -724046.125000 Penalty: 4370.801270
	Iteration 1F: 3 clusters Score -724046.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -724310.687500 Penalty: 4370.801270
	Iteration 2F: 3 clusters Score -724310.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -724503.250000 Penalty: 4370.801270
	Iteration 3F: 3 clusters Score -724503.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -724663.625000 Penalty: 4370.801270
	Iteration 4Q: 3 clusters Score -724663.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -724834.437500 Penalty: 4370.801270
	Iteration 5Q: 3 clusters Score -724834.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -725014.562500 Penalty: 4370.801270
	Iteration 6Q: 3 clusters Score -725014.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -725186.500000 Penalty: 4370.801270
	Iteration 7Q: 3 clusters Score -725186.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -725373.750000 Penalty: 4370.801270
	Iteration 8Q: 3 clusters Score -725373.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -725576.312500 Penalty: 4370.801270
	Iteration 9Q: 3 clusters Score -725576.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -725761.625000 Penalty: 4370.801270
	Iteration 10Q: 3 clusters Score -725761.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -725989.250000 Penalty: 4370.801270
	Iteration 11Q: 3 clusters Score -725989.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -726223.250000 Penalty: 4370.801270
	Iteration 12Q: 3 clusters Score -726223.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -726454.250000 Penalty: 4370.801270
	Iteration 13Q: 3 clusters Score -726454.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -726632.875000 Penalty: 4370.801270
	Iteration 14Q: 3 clusters Score -726632.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -726813.437500 Penalty: 4370.801270
	Iteration 15Q: 3 clusters Score -726813.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -727019.375000 Penalty: 4370.801270
	Iteration 16Q: 3 clusters Score -727019.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -727183.500000 Penalty: 4370.801270
	Iteration 17Q: 3 clusters Score -727183.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -727269.687500 Penalty: 4370.801270
	Iteration 18Q: 3 clusters Score -727269.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -727344.687500 Penalty: 4370.801270
	Iteration 19Q: 3 clusters Score -727344.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -727406.875000 Penalty: 4370.801270
	Iteration 20F: 3 clusters Score -727406.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -727465.875000 Penalty: 4370.801270
	Iteration 21Q: 3 clusters Score -727465.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -727521.125000 Penalty: 4370.801270
	Iteration 22Q: 3 clusters Score -727521.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -727567.937500 Penalty: 4370.801270
	Iteration 23Q: 3 clusters Score -727567.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -727609.062500 Penalty: 4370.801270
	Iteration 24Q: 3 clusters Score -727609.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -727642.187500 Penalty: 4370.801270
	Iteration 25Q: 3 clusters Score -727642.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -727669.875000 Penalty: 4370.801270
	Iteration 26Q: 3 clusters Score -727669.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -727700.812500 Penalty: 4370.801270
	Iteration 27Q: 3 clusters Score -727700.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -727731.875000 Penalty: 4370.801270
	Iteration 28Q: 3 clusters Score -727731.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -727754.875000 Penalty: 4370.801270
	Iteration 29Q: 3 clusters Score -727754.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -727777.625000 Penalty: 4370.801270
	Iteration 30Q: 3 clusters Score -727777.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -727798.250000 Penalty: 4370.801270
	Iteration 31Q: 3 clusters Score -727798.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -727822.937500 Penalty: 4370.801270
	Iteration 32Q: 3 clusters Score -727822.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -727845.937500 Penalty: 4370.801270
	Iteration 33Q: 3 clusters Score -727845.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -727862.437500 Penalty: 4370.801270
	Iteration 34Q: 3 clusters Score -727862.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -727876.187500 Penalty: 4370.801270
	Iteration 35Q: 3 clusters Score -727876.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -727890.562500 Penalty: 4370.801270
	Iteration 36Q: 3 clusters Score -727890.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -727904.375000 Penalty: 4370.801270
	Iteration 37Q: 3 clusters Score -727904.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -727914.687500 Penalty: 4370.801270
	Iteration 38Q: 3 clusters Score -727914.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -727921.625000 Penalty: 4370.801270
	Iteration 39Q: 3 clusters Score -727921.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -727925.687500 Penalty: 4370.801270
	Iteration 40F: 3 clusters Score -727925.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -727930.437500 Penalty: 4370.801270
	Iteration 41Q: 3 clusters Score -727930.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -727934.625000 Penalty: 4370.801270
	Iteration 42Q: 3 clusters Score -727934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -727940.625000 Penalty: 4370.801270
	Iteration 43Q: 3 clusters Score -727940.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -727944.500000 Penalty: 4370.801270
	Iteration 44Q: 3 clusters Score -727944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -727945.125000 Penalty: 4370.801270
	Iteration 45Q: 3 clusters Score -727945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -727945.750000 Penalty: 4370.801270
	Iteration 46Q: 3 clusters Score -727945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -727948.562500 Penalty: 4370.801270
	Iteration 47Q: 3 clusters Score -727948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -727949.687500 Penalty: 4370.801270
	Iteration 48Q: 3 clusters Score -727949.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -727949.500000 Penalty: 4370.801270
	Iteration 49Q: 3 clusters Score -727949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -727951.312500 Penalty: 4370.801270
	Iteration 50Q: 3 clusters Score -727951.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -727954.937500 Penalty: 4370.801270
	Iteration 51Q: 3 clusters Score -727954.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -727954.625000 Penalty: 4370.801270
	Iteration 52Q: 3 clusters Score -727954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -727962.187500 Penalty: 4370.801270
	Iteration 53Q: 3 clusters Score -727962.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -727962.250000 Penalty: 4370.801270
	Iteration 54Q: 3 clusters Score -727962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -727961.437500 Penalty: 4370.801270
	Iteration 55Q: 3 clusters Score -727961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -727961.500000 Penalty: 4370.801270
	Iteration 56Q: 3 clusters Score -727961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -727961.500000 Penalty: 4370.801270
	Iteration 57F: 3 clusters Score -727961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Entering Unmasked Estep 
Score: -1788350.125000 Penalty: 2397.621582
	Iteration 0F: 2 clusters Score -1788350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1777068.250000 Penalty: 4795.243164
	Iteration 0F: 3 clusters Score -1777068 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1780761.625000 Penalty: 4795.243164
	Iteration 1F: 3 clusters Score -1780762 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1781214.250000 Penalty: 4795.243164
	Iteration 2F: 3 clusters Score -1781214 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1781706.500000 Penalty: 4795.243164
	Iteration 3F: 3 clusters Score -1781706 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1782243.750000 Penalty: 4795.243164
	Iteration 4F: 3 clusters Score -1782244 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1782748.375000 Penalty: 4795.243164
	Iteration 5F: 3 clusters Score -1782748 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1783216.125000 Penalty: 4795.243164
	Iteration 6Q: 3 clusters Score -1783216 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1783639.250000 Penalty: 4795.243164
	Iteration 7Q: 3 clusters Score -1783639 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1784042.250000 Penalty: 4795.243164
	Iteration 8Q: 3 clusters Score -1784042 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1784374.875000 Penalty: 4795.243164
	Iteration 9Q: 3 clusters Score -1784375 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1784647.000000 Penalty: 4795.243164
	Iteration 10Q: 3 clusters Score -1784647 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1784904.000000 Penalty: 4795.243164
	Iteration 11Q: 3 clusters Score -1784904 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1785145.125000 Penalty: 4795.243164
	Iteration 12Q: 3 clusters Score -1785145 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1785370.125000 Penalty: 4795.243164
	Iteration 13Q: 3 clusters Score -1785370 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1785548.500000 Penalty: 4795.243164
	Iteration 14Q: 3 clusters Score -1785548 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1785698.000000 Penalty: 4795.243164
	Iteration 15Q: 3 clusters Score -1785698 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1785816.625000 Penalty: 4795.243164
	Iteration 16Q: 3 clusters Score -1785817 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1785932.250000 Penalty: 4795.243164
	Iteration 17Q: 3 clusters Score -1785932 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1786016.375000 Penalty: 4795.243164
	Iteration 18Q: 3 clusters Score -1786016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1786088.750000 Penalty: 4795.243164
	Iteration 19Q: 3 clusters Score -1786089 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1786143.875000 Penalty: 4795.243164
	Iteration 20F: 3 clusters Score -1786144 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1786182.500000 Penalty: 4795.243164
	Iteration 21Q: 3 clusters Score -1786182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1786207.500000 Penalty: 4795.243164
	Iteration 22Q: 3 clusters Score -1786208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1786234.750000 Penalty: 4795.243164
	Iteration 23Q: 3 clusters Score -1786235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1786252.375000 Penalty: 4795.243164
	Iteration 24Q: 3 clusters Score -1786252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1786259.375000 Penalty: 4795.243164
	Iteration 25Q: 3 clusters Score -1786259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1786269.250000 Penalty: 4795.243164
	Iteration 26Q: 3 clusters Score -1786269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1786280.375000 Penalty: 4795.243164
	Iteration 27Q: 3 clusters Score -1786280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1786287.250000 Penalty: 4795.243164
	Iteration 28Q: 3 clusters Score -1786287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1786296.000000 Penalty: 4795.243164
	Iteration 29Q: 3 clusters Score -1786296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1786307.375000 Penalty: 4795.243164
	Iteration 30Q: 3 clusters Score -1786307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1786311.625000 Penalty: 4795.243164
	Iteration 31Q: 3 clusters Score -1786312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1786315.250000 Penalty: 4795.243164
	Iteration 32Q: 3 clusters Score -1786315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1786320.500000 Penalty: 4795.243164
	Iteration 33Q: 3 clusters Score -1786320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1786325.750000 Penalty: 4795.243164
	Iteration 34Q: 3 clusters Score -1786326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1786327.625000 Penalty: 4795.243164
	Iteration 35Q: 3 clusters Score -1786328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1786332.250000 Penalty: 4795.243164
	Iteration 36Q: 3 clusters Score -1786332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1786335.125000 Penalty: 4795.243164
	Iteration 37Q: 3 clusters Score -1786335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1786335.875000 Penalty: 4795.243164
	Iteration 38Q: 3 clusters Score -1786336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1786335.625000 Penalty: 4795.243164
	Iteration 39Q: 3 clusters Score -1786336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1786342.375000 Penalty: 4795.243164
	Iteration 40F: 3 clusters Score -1786342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1786345.250000 Penalty: 4795.243164
	Iteration 41Q: 3 clusters Score -1786345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1786345.250000 Penalty: 4795.243164
	Iteration 42Q: 3 clusters Score -1786345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1786347.500000 Penalty: 4795.243164
	Iteration 43Q: 3 clusters Score -1786348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1786347.125000 Penalty: 4795.243164
	Iteration 44Q: 3 clusters Score -1786347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1786347.125000 Penalty: 4795.243164
	Iteration 45F: 3 clusters Score -1786347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Entering Unmasked Estep 
Score: -1060985.750000 Penalty: 2269.583252
	Iteration 0F: 2 clusters Score -1060986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1053627.500000 Penalty: 4539.166504
	Iteration 0F: 3 clusters Score -1053628 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1055764.125000 Penalty: 4539.166504
	Iteration 1F: 3 clusters Score -1055764 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1056100.250000 Penalty: 4539.166504
	Iteration 2F: 3 clusters Score -1056100 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1056377.000000 Penalty: 4539.166504
	Iteration 3F: 3 clusters Score -1056377 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1056601.625000 Penalty: 4539.166504
	Iteration 4Q: 3 clusters Score -1056602 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1056758.250000 Penalty: 4539.166504
	Iteration 5Q: 3 clusters Score -1056758 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1056894.625000 Penalty: 4539.166504
	Iteration 6Q: 3 clusters Score -1056895 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1057028.125000 Penalty: 4539.166504
	Iteration 7Q: 3 clusters Score -1057028 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1057161.625000 Penalty: 4539.166504
	Iteration 8Q: 3 clusters Score -1057162 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1057330.750000 Penalty: 4539.166504
	Iteration 9Q: 3 clusters Score -1057331 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1057526.500000 Penalty: 4539.166504
	Iteration 10Q: 3 clusters Score -1057526 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1057742.875000 Penalty: 4539.166504
	Iteration 11Q: 3 clusters Score -1057743 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1058012.375000 Penalty: 4539.166504
	Iteration 12Q: 3 clusters Score -1058012 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1058329.375000 Penalty: 4539.166504
	Iteration 13Q: 3 clusters Score -1058329 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1058597.125000 Penalty: 4539.166504
	Iteration 14Q: 3 clusters Score -1058597 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1058852.250000 Penalty: 4539.166504
	Iteration 15Q: 3 clusters Score -1058852 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1059072.750000 Penalty: 4539.166504
	Iteration 16Q: 3 clusters Score -1059073 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1059234.625000 Penalty: 4539.166504
	Iteration 17Q: 3 clusters Score -1059235 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1059356.125000 Penalty: 4539.166504
	Iteration 18Q: 3 clusters Score -1059356 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1059438.875000 Penalty: 4539.166504
	Iteration 19Q: 3 clusters Score -1059439 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1059490.125000 Penalty: 4539.166504
	Iteration 20F: 3 clusters Score -1059490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1059520.625000 Penalty: 4539.166504
	Iteration 21Q: 3 clusters Score -1059521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1059553.125000 Penalty: 4539.166504
	Iteration 22Q: 3 clusters Score -1059553 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1059610.000000 Penalty: 4539.166504
	Iteration 23Q: 3 clusters Score -1059610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1059676.125000 Penalty: 4539.166504
	Iteration 24Q: 3 clusters Score -1059676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1059729.125000 Penalty: 4539.166504
	Iteration 25Q: 3 clusters Score -1059729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1059786.875000 Penalty: 4539.166504
	Iteration 26Q: 3 clusters Score -1059787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1059825.125000 Penalty: 4539.166504
	Iteration 27Q: 3 clusters Score -1059825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1059854.375000 Penalty: 4539.166504
	Iteration 28Q: 3 clusters Score -1059854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1059879.000000 Penalty: 4539.166504
	Iteration 29Q: 3 clusters Score -1059879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1059898.875000 Penalty: 4539.166504
	Iteration 30Q: 3 clusters Score -1059899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1059915.500000 Penalty: 4539.166504
	Iteration 31Q: 3 clusters Score -1059916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1059925.750000 Penalty: 4539.166504
	Iteration 32Q: 3 clusters Score -1059926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1059933.375000 Penalty: 4539.166504
	Iteration 33Q: 3 clusters Score -1059933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1059940.000000 Penalty: 4539.166504
	Iteration 34Q: 3 clusters Score -1059940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1059949.750000 Penalty: 4539.166504
	Iteration 35Q: 3 clusters Score -1059950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1059954.125000 Penalty: 4539.166504
	Iteration 36Q: 3 clusters Score -1059954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1059963.500000 Penalty: 4539.166504
	Iteration 37Q: 3 clusters Score -1059964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1059977.250000 Penalty: 4539.166504
	Iteration 38Q: 3 clusters Score -1059977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1059985.125000 Penalty: 4539.166504
	Iteration 39Q: 3 clusters Score -1059985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1060003.125000 Penalty: 4539.166504
	Iteration 40F: 3 clusters Score -1060003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1060025.875000 Penalty: 4539.166504
	Iteration 41Q: 3 clusters Score -1060026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1060051.250000 Penalty: 4539.166504
	Iteration 42Q: 3 clusters Score -1060051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1060069.250000 Penalty: 4539.166504
	Iteration 43Q: 3 clusters Score -1060069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1060090.875000 Penalty: 4539.166504
	Iteration 44Q: 3 clusters Score -1060091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1060106.625000 Penalty: 4539.166504
	Iteration 45Q: 3 clusters Score -1060107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1060113.875000 Penalty: 4539.166504
	Iteration 46Q: 3 clusters Score -1060114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1060127.625000 Penalty: 4539.166504
	Iteration 47Q: 3 clusters Score -1060128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1060135.500000 Penalty: 4539.166504
	Iteration 48Q: 3 clusters Score -1060136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1060150.250000 Penalty: 4539.166504
	Iteration 49Q: 3 clusters Score -1060150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1060172.250000 Penalty: 4539.166504
	Iteration 50Q: 3 clusters Score -1060172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1060197.000000 Penalty: 4539.166504
	Iteration 51Q: 3 clusters Score -1060197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1060222.375000 Penalty: 4539.166504
	Iteration 52Q: 3 clusters Score -1060222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1060259.125000 Penalty: 4539.166504
	Iteration 53Q: 3 clusters Score -1060259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1060293.875000 Penalty: 4539.166504
	Iteration 54Q: 3 clusters Score -1060294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1060323.125000 Penalty: 4539.166504
	Iteration 55Q: 3 clusters Score -1060323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1060350.875000 Penalty: 4539.166504
	Iteration 56Q: 3 clusters Score -1060351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1060373.625000 Penalty: 4539.166504
	Iteration 57Q: 3 clusters Score -1060374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1060397.500000 Penalty: 4539.166504
	Iteration 58Q: 3 clusters Score -1060398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1060414.375000 Penalty: 4539.166504
	Iteration 59Q: 3 clusters Score -1060414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1060475.875000 Penalty: 4539.166504
	Iteration 60F: 3 clusters Score -1060476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1060516.625000 Penalty: 4539.166504
	Iteration 61Q: 3 clusters Score -1060517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1060555.000000 Penalty: 4539.166504
	Iteration 62Q: 3 clusters Score -1060555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1060581.375000 Penalty: 4539.166504
	Iteration 63Q: 3 clusters Score -1060581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1060597.250000 Penalty: 4539.166504
	Iteration 64Q: 3 clusters Score -1060597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1060602.750000 Penalty: 4539.166504
	Iteration 65Q: 3 clusters Score -1060603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1060614.125000 Penalty: 4539.166504
	Iteration 66Q: 3 clusters Score -1060614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1060621.375000 Penalty: 4539.166504
	Iteration 67Q: 3 clusters Score -1060621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1060625.750000 Penalty: 4539.166504
	Iteration 68Q: 3 clusters Score -1060626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1060626.375000 Penalty: 4539.166504
	Iteration 69Q: 3 clusters Score -1060626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1060626.750000 Penalty: 4539.166504
	Iteration 70Q: 3 clusters Score -1060627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1060628.125000 Penalty: 4539.166504
	Iteration 71Q: 3 clusters Score -1060628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1060629.000000 Penalty: 4539.166504
	Iteration 72Q: 3 clusters Score -1060629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1060628.000000 Penalty: 4539.166504
	Iteration 73Q: 3 clusters Score -1060628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1060628.000000 Penalty: 4539.166504
	Iteration 74F: 3 clusters Score -1060628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (212812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212812 members 
Entering Unmasked Estep 
Score: -24444906.000000 Penalty: 3042.504883
	Iteration 0F: 2 clusters Score -2.444491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106321 members 
Mstep: Class 2 contains 106491 members 
Entering Unmasked Estep 
Score: -24322538.000000 Penalty: 6085.009766
	Iteration 0F: 3 clusters Score -2.432254e+07 nChanged 102420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 107273 members 
Entering Unmasked Estep 
Score: -24382420.000000 Penalty: 6085.009766
	Iteration 1F: 3 clusters Score -2.438242e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 109056 members 
Entering Unmasked Estep 
Score: -24383736.000000 Penalty: 6085.009766
	Iteration 2Q: 3 clusters Score -2.438374e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 112019 members 
Entering Unmasked Estep 
Score: -24385826.000000 Penalty: 6085.009766
	Iteration 3Q: 3 clusters Score -2.438583e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 116639 members 
Entering Unmasked Estep 
Score: -24388746.000000 Penalty: 6085.009766
	Iteration 4Q: 3 clusters Score -2.438875e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 123760 members 
Entering Unmasked Estep 
Score: -24394010.000000 Penalty: 6085.009766
	Iteration 5F: 3 clusters Score -2.439401e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 133286 members 
Entering Unmasked Estep 
Score: -24401026.000000 Penalty: 6085.009766
	Iteration 6F: 3 clusters Score -2.440103e+07 nChanged 14687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 144839 members 
Entering Unmasked Estep 
Score: -24409866.000000 Penalty: 6085.009766
	Iteration 7F: 3 clusters Score -2.440987e+07 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -24418172.000000 Penalty: 6085.009766
	Iteration 8F: 3 clusters Score -2.441817e+07 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 170319 members 
Entering Unmasked Estep 
Score: -24423696.000000 Penalty: 6085.009766
	Iteration 9F: 3 clusters Score -2.44237e+07 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 182481 members 
Entering Unmasked Estep 
Score: -24427350.000000 Penalty: 6085.009766
	Iteration 10F: 3 clusters Score -2.442735e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 192691 members 
Entering Unmasked Estep 
Score: -24430738.000000 Penalty: 6085.009766
	Iteration 11Q: 3 clusters Score -2.443074e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 200698 members 
Entering Unmasked Estep 
Score: -24434694.000000 Penalty: 6085.009766
	Iteration 12Q: 3 clusters Score -2.443469e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 206160 members 
Entering Unmasked Estep 
Score: -24438062.000000 Penalty: 6085.009766
	Iteration 13Q: 3 clusters Score -2.443806e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 209272 members 
Entering Unmasked Estep 
Score: -24440246.000000 Penalty: 6085.009766
	Iteration 14Q: 3 clusters Score -2.444025e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 210784 members 
Entering Unmasked Estep 
Score: -24441370.000000 Penalty: 6085.009766
	Iteration 15Q: 3 clusters Score -2.444137e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 211431 members 
Entering Unmasked Estep 
Score: -24441958.000000 Penalty: 6085.009766
	Iteration 16Q: 3 clusters Score -2.444196e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 211716 members 
Entering Unmasked Estep 
Score: -24442172.000000 Penalty: 6085.009766
	Iteration 17Q: 3 clusters Score -2.444217e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 211851 members 
Entering Unmasked Estep 
Score: -24442280.000000 Penalty: 6085.009766
	Iteration 18Q: 3 clusters Score -2.444228e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 211917 members 
Entering Unmasked Estep 
Score: -24442386.000000 Penalty: 6085.009766
	Iteration 19Q: 3 clusters Score -2.444239e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 211975 members 
Entering Unmasked Estep 
Score: -24442426.000000 Penalty: 6085.009766
	Iteration 20F: 3 clusters Score -2.444243e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 212008 members 
Entering Unmasked Estep 
Score: -24442460.000000 Penalty: 6085.009766
	Iteration 21Q: 3 clusters Score -2.444246e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 212031 members 
Entering Unmasked Estep 
Score: -24442496.000000 Penalty: 6085.009766
	Iteration 22Q: 3 clusters Score -2.44425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 212051 members 
Entering Unmasked Estep 
Score: -24442468.000000 Penalty: 6085.009766
	Iteration 23Q: 3 clusters Score -2.444247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 212063 members 
Entering Unmasked Estep 
Score: -24442478.000000 Penalty: 6085.009766
	Iteration 24Q: 3 clusters Score -2.444248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 212072 members 
Entering Unmasked Estep 
Score: -24442484.000000 Penalty: 6085.009766
	Iteration 25Q: 3 clusters Score -2.444248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 212073 members 
Entering Unmasked Estep 
Score: -24442492.000000 Penalty: 6085.009766
	Iteration 26Q: 3 clusters Score -2.444249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 212075 members 
Entering Unmasked Estep 
Score: -24442490.000000 Penalty: 6085.009766
	Iteration 27Q: 3 clusters Score -2.444249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 212077 members 
Entering Unmasked Estep 
Score: -24442484.000000 Penalty: 6085.009766
	Iteration 28Q: 3 clusters Score -2.444248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 212076 members 
Entering Unmasked Estep 
Score: -24442484.000000 Penalty: 6085.009766
	Iteration 29Q: 3 clusters Score -2.444248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 212078 members 
Entering Unmasked Estep 
Score: -24442488.000000 Penalty: 6085.009766
	Iteration 30Q: 3 clusters Score -2.444249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 212081 members 
Entering Unmasked Estep 
Score: -24442490.000000 Penalty: 6085.009766
	Iteration 31Q: 3 clusters Score -2.444249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 212083 members 
Entering Unmasked Estep 
Score: -24442500.000000 Penalty: 6085.009766
	Iteration 32Q: 3 clusters Score -2.44425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 212089 members 
Entering Unmasked Estep 
Score: -24442500.000000 Penalty: 6085.009766
	Iteration 33Q: 3 clusters Score -2.44425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 212094 members 
Entering Unmasked Estep 
Score: -24442534.000000 Penalty: 6085.009766
	Iteration 34Q: 3 clusters Score -2.444253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 212096 members 
Entering Unmasked Estep 
Score: -24442528.000000 Penalty: 6085.009766
	Iteration 35Q: 3 clusters Score -2.444253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 212099 members 
Entering Unmasked Estep 
Score: -24442526.000000 Penalty: 6085.009766
	Iteration 36Q: 3 clusters Score -2.444253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 212097 members 
Entering Unmasked Estep 
Score: -24442516.000000 Penalty: 6085.009766
	Iteration 37Q: 3 clusters Score -2.444252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 212097 members 
Entering Unmasked Estep 
Score: -24442516.000000 Penalty: 6085.009766
	Iteration 38F: 3 clusters Score -2.444252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Entering Unmasked Estep 
Score: -2717512.250000 Penalty: 2498.673340
	Iteration 0F: 2 clusters Score -2717512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2700933.750000 Penalty: 4997.346680
	Iteration 0F: 3 clusters Score -2700934 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2706626.750000 Penalty: 4997.346680
	Iteration 1F: 3 clusters Score -2706627 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2707038.250000 Penalty: 4997.346680
	Iteration 2F: 3 clusters Score -2707038 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2707470.750000 Penalty: 4997.346680
	Iteration 3Q: 3 clusters Score -2707471 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2707966.750000 Penalty: 4997.346680
	Iteration 4Q: 3 clusters Score -2707967 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2708642.250000 Penalty: 4997.346680
	Iteration 5F: 3 clusters Score -2708642 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2709588.250000 Penalty: 4997.346680
	Iteration 6F: 3 clusters Score -2709588 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2710845.500000 Penalty: 4997.346680
	Iteration 7F: 3 clusters Score -2710846 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2712232.250000 Penalty: 4997.346680
	Iteration 8F: 3 clusters Score -2712232 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2713506.000000 Penalty: 4997.346680
	Iteration 9F: 3 clusters Score -2713506 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2714503.500000 Penalty: 4997.346680
	Iteration 10F: 3 clusters Score -2714504 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2715283.000000 Penalty: 4997.346680
	Iteration 11Q: 3 clusters Score -2715283 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2715923.500000 Penalty: 4997.346680
	Iteration 12Q: 3 clusters Score -2715924 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2716357.750000 Penalty: 4997.346680
	Iteration 13Q: 3 clusters Score -2716358 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2716684.500000 Penalty: 4997.346680
	Iteration 14Q: 3 clusters Score -2716684 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2716968.500000 Penalty: 4997.346680
	Iteration 15Q: 3 clusters Score -2716968 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2717121.750000 Penalty: 4997.346680
	Iteration 16Q: 3 clusters Score -2717122 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2717208.500000 Penalty: 4997.346680
	Iteration 17Q: 3 clusters Score -2717208 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2717285.750000 Penalty: 4997.346680
	Iteration 18Q: 3 clusters Score -2717286 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2717338.750000 Penalty: 4997.346680
	Iteration 19Q: 3 clusters Score -2717339 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2717377.250000 Penalty: 4997.346680
	Iteration 20F: 3 clusters Score -2717377 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2717398.000000 Penalty: 4997.346680
	Iteration 21Q: 3 clusters Score -2717398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2717413.750000 Penalty: 4997.346680
	Iteration 22Q: 3 clusters Score -2717414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2717426.750000 Penalty: 4997.346680
	Iteration 23Q: 3 clusters Score -2717427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2717430.500000 Penalty: 4997.346680
	Iteration 24Q: 3 clusters Score -2717430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2717440.750000 Penalty: 4997.346680
	Iteration 25Q: 3 clusters Score -2717441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2717442.500000 Penalty: 4997.346680
	Iteration 26Q: 3 clusters Score -2717442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2717452.250000 Penalty: 4997.346680
	Iteration 27Q: 3 clusters Score -2717452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2717453.000000 Penalty: 4997.346680
	Iteration 28Q: 3 clusters Score -2717453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2717444.500000 Penalty: 4997.346680
	Iteration 29Q: 3 clusters Score -2717444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2717454.000000 Penalty: 4997.346680
	Iteration 30Q: 3 clusters Score -2717454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2717453.250000 Penalty: 4997.346680
	Iteration 31Q: 3 clusters Score -2717453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2717450.750000 Penalty: 4997.346680
	Iteration 32Q: 3 clusters Score -2717451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2717452.000000 Penalty: 4997.346680
	Iteration 33Q: 3 clusters Score -2717452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2717449.750000 Penalty: 4997.346680
	Iteration 34Q: 3 clusters Score -2717450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2717445.250000 Penalty: 4997.346680
	Iteration 35Q: 3 clusters Score -2717445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2717448.750000 Penalty: 4997.346680
	Iteration 36Q: 3 clusters Score -2717449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2717446.500000 Penalty: 4997.346680
	Iteration 37Q: 3 clusters Score -2717446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2717447.250000 Penalty: 4997.346680
	Iteration 38Q: 3 clusters Score -2717447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2717447.250000 Penalty: 4997.346680
	Iteration 39Q: 3 clusters Score -2717447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2717451.500000 Penalty: 4997.346680
	Iteration 40F: 3 clusters Score -2717452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2717458.250000 Penalty: 4997.346680
	Iteration 41Q: 3 clusters Score -2717458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2717457.500000 Penalty: 4997.346680
	Iteration 42Q: 3 clusters Score -2717458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2717457.500000 Penalty: 4997.346680
	Iteration 43F: 3 clusters Score -2717458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Entering Unmasked Estep 
Score: -4482452.500000 Penalty: 2643.408447
	Iteration 0F: 2 clusters Score -4482452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4453738.000000 Penalty: 5286.816895
	Iteration 0F: 3 clusters Score -4453738 nChanged 19530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -4465150.000000 Penalty: 5286.816895
	Iteration 1F: 3 clusters Score -4465150 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4466248.000000 Penalty: 5286.816895
	Iteration 2F: 3 clusters Score -4466248 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4467299.500000 Penalty: 5286.816895
	Iteration 3F: 3 clusters Score -4467300 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -4468246.500000 Penalty: 5286.816895
	Iteration 4F: 3 clusters Score -4468246 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4469236.000000 Penalty: 5286.816895
	Iteration 5Q: 3 clusters Score -4469236 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -4470232.500000 Penalty: 5286.816895
	Iteration 6Q: 3 clusters Score -4470232 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4471259.000000 Penalty: 5286.816895
	Iteration 7Q: 3 clusters Score -4471259 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4472353.500000 Penalty: 5286.816895
	Iteration 8Q: 3 clusters Score -4472354 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -4473556.500000 Penalty: 5286.816895
	Iteration 9Q: 3 clusters Score -4473556 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4474839.500000 Penalty: 5286.816895
	Iteration 10Q: 3 clusters Score -4474840 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -4475977.000000 Penalty: 5286.816895
	Iteration 11Q: 3 clusters Score -4475977 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4476816.500000 Penalty: 5286.816895
	Iteration 12Q: 3 clusters Score -4476816 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4477291.500000 Penalty: 5286.816895
	Iteration 13Q: 3 clusters Score -4477292 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4477581.000000 Penalty: 5286.816895
	Iteration 14Q: 3 clusters Score -4477581 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4477784.500000 Penalty: 5286.816895
	Iteration 15Q: 3 clusters Score -4477784 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -4477974.000000 Penalty: 5286.816895
	Iteration 16Q: 3 clusters Score -4477974 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -4478075.000000 Penalty: 5286.816895
	Iteration 17Q: 3 clusters Score -4478075 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4478179.500000 Penalty: 5286.816895
	Iteration 18Q: 3 clusters Score -4478180 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -4478281.500000 Penalty: 5286.816895
	Iteration 19Q: 3 clusters Score -4478282 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -4478369.500000 Penalty: 5286.816895
	Iteration 20F: 3 clusters Score -4478370 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -4478422.500000 Penalty: 5286.816895
	Iteration 21Q: 3 clusters Score -4478422 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4478494.000000 Penalty: 5286.816895
	Iteration 22Q: 3 clusters Score -4478494 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4478554.000000 Penalty: 5286.816895
	Iteration 23Q: 3 clusters Score -4478554 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4478606.000000 Penalty: 5286.816895
	Iteration 24Q: 3 clusters Score -4478606 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4478657.500000 Penalty: 5286.816895
	Iteration 25Q: 3 clusters Score -4478658 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -4478687.500000 Penalty: 5286.816895
	Iteration 26Q: 3 clusters Score -4478688 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4478715.500000 Penalty: 5286.816895
	Iteration 27Q: 3 clusters Score -4478716 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -4478721.000000 Penalty: 5286.816895
	Iteration 28Q: 3 clusters Score -4478721 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4478753.500000 Penalty: 5286.816895
	Iteration 29Q: 3 clusters Score -4478754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4478776.500000 Penalty: 5286.816895
	Iteration 30Q: 3 clusters Score -4478776 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -4478774.500000 Penalty: 5286.816895
	Iteration 31Q: 3 clusters Score -4478774 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4478796.000000 Penalty: 5286.816895
	Iteration 32Q: 3 clusters Score -4478796 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -4478798.500000 Penalty: 5286.816895
	Iteration 33Q: 3 clusters Score -4478798 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4478838.000000 Penalty: 5286.816895
	Iteration 34Q: 3 clusters Score -4478838 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -4478872.000000 Penalty: 5286.816895
	Iteration 35Q: 3 clusters Score -4478872 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -4478888.500000 Penalty: 5286.816895
	Iteration 36Q: 3 clusters Score -4478888 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4478936.500000 Penalty: 5286.816895
	Iteration 37Q: 3 clusters Score -4478936 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4478976.500000 Penalty: 5286.816895
	Iteration 38Q: 3 clusters Score -4478976 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -4479030.500000 Penalty: 5286.816895
	Iteration 39Q: 3 clusters Score -4479030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4479074.500000 Penalty: 5286.816895
	Iteration 40F: 3 clusters Score -4479074 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4479115.000000 Penalty: 5286.816895
	Iteration 41Q: 3 clusters Score -4479115 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4479199.000000 Penalty: 5286.816895
	Iteration 42Q: 3 clusters Score -4479199 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4479271.000000 Penalty: 5286.816895
	Iteration 43Q: 3 clusters Score -4479271 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4479345.000000 Penalty: 5286.816895
	Iteration 44Q: 3 clusters Score -4479345 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4479408.000000 Penalty: 5286.816895
	Iteration 45Q: 3 clusters Score -4479408 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -4479471.500000 Penalty: 5286.816895
	Iteration 46Q: 3 clusters Score -4479472 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4479546.500000 Penalty: 5286.816895
	Iteration 47Q: 3 clusters Score -4479546 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4479610.000000 Penalty: 5286.816895
	Iteration 48Q: 3 clusters Score -4479610 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4479689.500000 Penalty: 5286.816895
	Iteration 49Q: 3 clusters Score -4479690 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4479753.000000 Penalty: 5286.816895
	Iteration 50Q: 3 clusters Score -4479753 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4479843.000000 Penalty: 5286.816895
	Iteration 51Q: 3 clusters Score -4479843 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4479922.000000 Penalty: 5286.816895
	Iteration 52Q: 3 clusters Score -4479922 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4479994.500000 Penalty: 5286.816895
	Iteration 53Q: 3 clusters Score -4479994 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4480103.000000 Penalty: 5286.816895
	Iteration 54Q: 3 clusters Score -4480103 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4480199.500000 Penalty: 5286.816895
	Iteration 55Q: 3 clusters Score -4480200 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4480317.500000 Penalty: 5286.816895
	Iteration 56Q: 3 clusters Score -4480318 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -4480414.000000 Penalty: 5286.816895
	Iteration 57Q: 3 clusters Score -4480414 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4480534.500000 Penalty: 5286.816895
	Iteration 58Q: 3 clusters Score -4480534 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4480654.000000 Penalty: 5286.816895
	Iteration 59Q: 3 clusters Score -4480654 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4480800.500000 Penalty: 5286.816895
	Iteration 60F: 3 clusters Score -4480800 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4480959.000000 Penalty: 5286.816895
	Iteration 61Q: 3 clusters Score -4480959 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4481128.000000 Penalty: 5286.816895
	Iteration 62Q: 3 clusters Score -4481128 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -4481328.500000 Penalty: 5286.816895
	Iteration 63Q: 3 clusters Score -4481328 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -4481534.000000 Penalty: 5286.816895
	Iteration 64Q: 3 clusters Score -4481534 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4481695.500000 Penalty: 5286.816895
	Iteration 65Q: 3 clusters Score -4481696 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -4481787.500000 Penalty: 5286.816895
	Iteration 66Q: 3 clusters Score -4481788 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -4481876.500000 Penalty: 5286.816895
	Iteration 67Q: 3 clusters Score -4481876 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4481917.500000 Penalty: 5286.816895
	Iteration 68Q: 3 clusters Score -4481918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -4481957.000000 Penalty: 5286.816895
	Iteration 69Q: 3 clusters Score -4481957 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4481982.000000 Penalty: 5286.816895
	Iteration 70Q: 3 clusters Score -4481982 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -4482004.000000 Penalty: 5286.816895
	Iteration 71Q: 3 clusters Score -4482004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4482011.500000 Penalty: 5286.816895
	Iteration 72Q: 3 clusters Score -4482012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -4482025.000000 Penalty: 5286.816895
	Iteration 73Q: 3 clusters Score -4482025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -4482032.500000 Penalty: 5286.816895
	Iteration 74Q: 3 clusters Score -4482032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -4482059.000000 Penalty: 5286.816895
	Iteration 75Q: 3 clusters Score -4482059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4482056.000000 Penalty: 5286.816895
	Iteration 76Q: 3 clusters Score -4482056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -4482058.500000 Penalty: 5286.816895
	Iteration 77Q: 3 clusters Score -4482058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4482065.000000 Penalty: 5286.816895
	Iteration 78Q: 3 clusters Score -4482065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -4482078.000000 Penalty: 5286.816895
	Iteration 79Q: 3 clusters Score -4482078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4482077.500000 Penalty: 5286.816895
	Iteration 80F: 3 clusters Score -4482078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -4482077.000000 Penalty: 5286.816895
	Iteration 81Q: 3 clusters Score -4482077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4482087.500000 Penalty: 5286.816895
	Iteration 82Q: 3 clusters Score -4482088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -4482081.000000 Penalty: 5286.816895
	Iteration 83Q: 3 clusters Score -4482081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -4482080.000000 Penalty: 5286.816895
	Iteration 84Q: 3 clusters Score -4482080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -4482079.000000 Penalty: 5286.816895
	Iteration 85Q: 3 clusters Score -4482079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -4482082.000000 Penalty: 5286.816895
	Iteration 86Q: 3 clusters Score -4482082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -4482083.000000 Penalty: 5286.816895
	Iteration 87Q: 3 clusters Score -4482083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -4482087.000000 Penalty: 5286.816895
	Iteration 88Q: 3 clusters Score -4482087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -4482087.000000 Penalty: 5286.816895
	Iteration 89Q: 3 clusters Score -4482087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -4482084.500000 Penalty: 5286.816895
	Iteration 90Q: 3 clusters Score -4482084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -4482089.000000 Penalty: 5286.816895
	Iteration 91Q: 3 clusters Score -4482089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -4482086.000000 Penalty: 5286.816895
	Iteration 92Q: 3 clusters Score -4482086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -4482090.000000 Penalty: 5286.816895
	Iteration 93Q: 3 clusters Score -4482090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -4482088.000000 Penalty: 5286.816895
	Iteration 94Q: 3 clusters Score -4482088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -4482089.000000 Penalty: 5286.816895
	Iteration 95Q: 3 clusters Score -4482089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -4482092.500000 Penalty: 5286.816895
	Iteration 96Q: 3 clusters Score -4482092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -4482087.500000 Penalty: 5286.816895
	Iteration 97Q: 3 clusters Score -4482088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -4482089.500000 Penalty: 5286.816895
	Iteration 98Q: 3 clusters Score -4482090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -4482090.500000 Penalty: 5286.816895
	Iteration 99Q: 3 clusters Score -4482090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -4482092.000000 Penalty: 5286.816895
	Iteration 100F: 3 clusters Score -4482092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38177 members 
Entering Unmasked Estep 
Score: -4302176.500000 Penalty: 2616.397217
	Iteration 0F: 2 clusters Score -4302176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4276430.000000 Penalty: 5232.794434
	Iteration 0F: 3 clusters Score -4276430 nChanged 17307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4285997.500000 Penalty: 5232.794434
	Iteration 1F: 3 clusters Score -4285998 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4286852.000000 Penalty: 5232.794434
	Iteration 2Q: 3 clusters Score -4286852 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4287917.500000 Penalty: 5232.794434
	Iteration 3F: 3 clusters Score -4287918 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4289391.000000 Penalty: 5232.794434
	Iteration 4F: 3 clusters Score -4289391 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4291190.500000 Penalty: 5232.794434
	Iteration 5F: 3 clusters Score -4291190 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4293172.000000 Penalty: 5232.794434
	Iteration 6F: 3 clusters Score -4293172 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -4294703.500000 Penalty: 5232.794434
	Iteration 7F: 3 clusters Score -4294704 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4295653.000000 Penalty: 5232.794434
	Iteration 8F: 3 clusters Score -4295653 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4296263.500000 Penalty: 5232.794434
	Iteration 9Q: 3 clusters Score -4296264 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4296610.500000 Penalty: 5232.794434
	Iteration 10Q: 3 clusters Score -4296610 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4296829.000000 Penalty: 5232.794434
	Iteration 11Q: 3 clusters Score -4296829 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4297013.500000 Penalty: 5232.794434
	Iteration 12Q: 3 clusters Score -4297014 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4297226.000000 Penalty: 5232.794434
	Iteration 13Q: 3 clusters Score -4297226 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -4297394.500000 Penalty: 5232.794434
	Iteration 14Q: 3 clusters Score -4297394 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4297567.000000 Penalty: 5232.794434
	Iteration 15Q: 3 clusters Score -4297567 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4297717.000000 Penalty: 5232.794434
	Iteration 16Q: 3 clusters Score -4297717 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -4297884.500000 Penalty: 5232.794434
	Iteration 17Q: 3 clusters Score -4297884 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4298062.500000 Penalty: 5232.794434
	Iteration 18Q: 3 clusters Score -4298062 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4298321.000000 Penalty: 5232.794434
	Iteration 19Q: 3 clusters Score -4298321 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4298506.000000 Penalty: 5232.794434
	Iteration 20F: 3 clusters Score -4298506 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4298710.000000 Penalty: 5232.794434
	Iteration 21Q: 3 clusters Score -4298710 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -4298870.000000 Penalty: 5232.794434
	Iteration 22Q: 3 clusters Score -4298870 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -4299034.500000 Penalty: 5232.794434
	Iteration 23Q: 3 clusters Score -4299034 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4299182.000000 Penalty: 5232.794434
	Iteration 24Q: 3 clusters Score -4299182 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4299299.500000 Penalty: 5232.794434
	Iteration 25Q: 3 clusters Score -4299300 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4299397.000000 Penalty: 5232.794434
	Iteration 26Q: 3 clusters Score -4299397 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -4299505.000000 Penalty: 5232.794434
	Iteration 27Q: 3 clusters Score -4299505 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4299565.500000 Penalty: 5232.794434
	Iteration 28Q: 3 clusters Score -4299566 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -4299636.000000 Penalty: 5232.794434
	Iteration 29Q: 3 clusters Score -4299636 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 22463 members 
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Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15433 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4300108 nChanged 171
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Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13829 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4300226 nChanged 110
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Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4300238 nChanged 111
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4300238 nChanged 103
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Mstep: Class 1 contains 13527 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4300257 nChanged 99
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Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12929 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4300320 nChanged 99
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Mstep: Class 1 contains 12832 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4300320 nChanged 100
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4300326 nChanged 87
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Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4300339 nChanged 88
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	Iteration 59Q: 3 clusters Score -4300350 nChanged 85
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4300360 nChanged 66
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4300366 nChanged 67
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Mstep: Class 2 contains 25826 members 
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	Iteration 62Q: 3 clusters Score -4300357 nChanged 70
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	Iteration 63Q: 3 clusters Score -4300360 nChanged 82
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Mstep: Class 2 contains 25978 members 
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	Iteration 64Q: 3 clusters Score -4300385 nChanged 88
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	Iteration 65Q: 3 clusters Score -4300406 nChanged 110
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	Iteration 66Q: 3 clusters Score -4300408 nChanged 101
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	Iteration 67Q: 3 clusters Score -4300405 nChanged 96
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	Iteration 70Q: 3 clusters Score -4300434 nChanged 94
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	Iteration 71Q: 3 clusters Score -4300454 nChanged 117
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	Iteration 73Q: 3 clusters Score -4300476 nChanged 121
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	Iteration 77Q: 3 clusters Score -4300540 nChanged 110
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	Iteration 79Q: 3 clusters Score -4300582 nChanged 137
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	Iteration 80F: 3 clusters Score -4300584 nChanged 132
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	Iteration 81Q: 3 clusters Score -4300604 nChanged 130
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	Iteration 93Q: 3 clusters Score -4301072 nChanged 244
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4301278 nChanged 273
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4301380 nChanged 249
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	Iteration 98Q: 3 clusters Score -4301448 nChanged 220
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	Iteration 99Q: 3 clusters Score -4301526 nChanged 221
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	Iteration 100F: 3 clusters Score -4301612 nChanged 234
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	Iteration 101Q: 3 clusters Score -4301687 nChanged 195
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	Iteration 103Q: 3 clusters Score -4301802 nChanged 147
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4301822 nChanged 109
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	Iteration 106Q: 3 clusters Score -4301834 nChanged 98
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4301872 nChanged 78
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	Iteration 109Q: 3 clusters Score -4301884 nChanged 64
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	Iteration 110Q: 3 clusters Score -4301890 nChanged 46
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	Iteration 111Q: 3 clusters Score -4301904 nChanged 37
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	Iteration 112Q: 3 clusters Score -4301910 nChanged 30
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	Iteration 113Q: 3 clusters Score -4301913 nChanged 19
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4301922 nChanged 19
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	Iteration 115Q: 3 clusters Score -4301915 nChanged 17
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4301918 nChanged 17
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	Iteration 117Q: 3 clusters Score -4301922 nChanged 10
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4301926 nChanged 7
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	Iteration 119Q: 3 clusters Score -4301926 nChanged 3
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	Iteration 120F: 3 clusters Score -4301929 nChanged 2
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	Iteration 121Q: 3 clusters Score -4301926 nChanged 3
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4301924 nChanged 7
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Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4301921.000000 Penalty: 5232.794434
	Iteration 123Q: 3 clusters Score -4301921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4301917.000000 Penalty: 5232.794434
	Iteration 124Q: 3 clusters Score -4301917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4301924.000000 Penalty: 5232.794434
	Iteration 125Q: 3 clusters Score -4301924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -4301927.000000 Penalty: 5232.794434
	Iteration 126Q: 3 clusters Score -4301927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4301931.000000 Penalty: 5232.794434
	Iteration 127Q: 3 clusters Score -4301931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4301930.500000 Penalty: 5232.794434
	Iteration 128Q: 3 clusters Score -4301930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4301928.500000 Penalty: 5232.794434
	Iteration 129Q: 3 clusters Score -4301928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4301932.500000 Penalty: 5232.794434
	Iteration 130Q: 3 clusters Score -4301932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4301928.500000 Penalty: 5232.794434
	Iteration 131Q: 3 clusters Score -4301928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4301931.000000 Penalty: 5232.794434
	Iteration 132Q: 3 clusters Score -4301931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4301937.000000 Penalty: 5232.794434
	Iteration 133Q: 3 clusters Score -4301937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -4301936.500000 Penalty: 5232.794434
	Iteration 134Q: 3 clusters Score -4301936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4301943.000000 Penalty: 5232.794434
	Iteration 135Q: 3 clusters Score -4301943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4301939.500000 Penalty: 5232.794434
	Iteration 136Q: 3 clusters Score -4301940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4301934.500000 Penalty: 5232.794434
	Iteration 137Q: 3 clusters Score -4301934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -4301937.500000 Penalty: 5232.794434
	Iteration 138Q: 3 clusters Score -4301938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -4301937.000000 Penalty: 5232.794434
	Iteration 139Q: 3 clusters Score -4301937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4301934.000000 Penalty: 5232.794434
	Iteration 140F: 3 clusters Score -4301934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4301934.000000 Penalty: 5232.794434
	Iteration 141Q: 3 clusters Score -4301934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4301933.500000 Penalty: 5232.794434
	Iteration 142Q: 3 clusters Score -4301934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -4301934.000000 Penalty: 5232.794434
	Iteration 143Q: 3 clusters Score -4301934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -4301934.000000 Penalty: 5232.794434
	Iteration 144F: 3 clusters Score -4301934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Entering Unmasked Estep 
Score: -14486723.000000 Penalty: 2917.576904
	Iteration 0F: 2 clusters Score -1.448672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -14400572.000000 Penalty: 5835.153809
	Iteration 0F: 3 clusters Score -1.440057e+07 nChanged 61181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -14435689.000000 Penalty: 5835.153809
	Iteration 1F: 3 clusters Score -1.443569e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -14436811.000000 Penalty: 5835.153809
	Iteration 2Q: 3 clusters Score -1.443681e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -14438431.000000 Penalty: 5835.153809
	Iteration 3Q: 3 clusters Score -1.443843e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -14441186.000000 Penalty: 5835.153809
	Iteration 4Q: 3 clusters Score -1.444119e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 83933 members 
Entering Unmasked Estep 
Score: -14446044.000000 Penalty: 5835.153809
	Iteration 5F: 3 clusters Score -1.444604e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -14453099.000000 Penalty: 5835.153809
	Iteration 6F: 3 clusters Score -1.44531e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -14461831.000000 Penalty: 5835.153809
	Iteration 7F: 3 clusters Score -1.446183e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -14469846.000000 Penalty: 5835.153809
	Iteration 8F: 3 clusters Score -1.446985e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 119231 members 
Entering Unmasked Estep 
Score: -14476071.000000 Penalty: 5835.153809
	Iteration 9F: 3 clusters Score -1.447607e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 123687 members 
Entering Unmasked Estep 
Score: -14480174.000000 Penalty: 5835.153809
	Iteration 10Q: 3 clusters Score -1.448017e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -14482259.000000 Penalty: 5835.153809
	Iteration 11Q: 3 clusters Score -1.448226e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 127333 members 
Entering Unmasked Estep 
Score: -14483330.000000 Penalty: 5835.153809
	Iteration 12Q: 3 clusters Score -1.448333e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 127814 members 
Entering Unmasked Estep 
Score: -14483791.000000 Penalty: 5835.153809
	Iteration 13Q: 3 clusters Score -1.448379e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 128003 members 
Entering Unmasked Estep 
Score: -14483989.000000 Penalty: 5835.153809
	Iteration 14Q: 3 clusters Score -1.448399e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 128070 members 
Entering Unmasked Estep 
Score: -14484041.000000 Penalty: 5835.153809
	Iteration 15Q: 3 clusters Score -1.448404e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 128111 members 
Entering Unmasked Estep 
Score: -14484120.000000 Penalty: 5835.153809
	Iteration 16Q: 3 clusters Score -1.448412e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 128145 members 
Entering Unmasked Estep 
Score: -14484131.000000 Penalty: 5835.153809
	Iteration 17Q: 3 clusters Score -1.448413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 128160 members 
Entering Unmasked Estep 
Score: -14484170.000000 Penalty: 5835.153809
	Iteration 18Q: 3 clusters Score -1.448417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 128174 members 
Entering Unmasked Estep 
Score: -14484187.000000 Penalty: 5835.153809
	Iteration 19Q: 3 clusters Score -1.448419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 128179 members 
Entering Unmasked Estep 
Score: -14484201.000000 Penalty: 5835.153809
	Iteration 20F: 3 clusters Score -1.44842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -14484207.000000 Penalty: 5835.153809
	Iteration 21Q: 3 clusters Score -1.448421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 128189 members 
Entering Unmasked Estep 
Score: -14484211.000000 Penalty: 5835.153809
	Iteration 22Q: 3 clusters Score -1.448421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128198 members 
Entering Unmasked Estep 
Score: -14484223.000000 Penalty: 5835.153809
	Iteration 23Q: 3 clusters Score -1.448422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 128210 members 
Entering Unmasked Estep 
Score: -14484231.000000 Penalty: 5835.153809
	Iteration 24Q: 3 clusters Score -1.448423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 128218 members 
Entering Unmasked Estep 
Score: -14484255.000000 Penalty: 5835.153809
	Iteration 25Q: 3 clusters Score -1.448426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 128221 members 
Entering Unmasked Estep 
Score: -14484249.000000 Penalty: 5835.153809
	Iteration 26Q: 3 clusters Score -1.448425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 128225 members 
Entering Unmasked Estep 
Score: -14484249.000000 Penalty: 5835.153809
	Iteration 27Q: 3 clusters Score -1.448425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 128228 members 
Entering Unmasked Estep 
Score: -14484262.000000 Penalty: 5835.153809
	Iteration 28Q: 3 clusters Score -1.448426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 128230 members 
Entering Unmasked Estep 
Score: -14484266.000000 Penalty: 5835.153809
	Iteration 29Q: 3 clusters Score -1.448427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 128231 members 
Entering Unmasked Estep 
Score: -14484270.000000 Penalty: 5835.153809
	Iteration 30Q: 3 clusters Score -1.448427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 128231 members 
Entering Unmasked Estep 
Score: -14484270.000000 Penalty: 5835.153809
	Iteration 31F: 3 clusters Score -1.448427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Entering Unmasked Estep 
Score: -2273456.750000 Penalty: 2474.864258
	Iteration 0F: 2 clusters Score -2273457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2258489.750000 Penalty: 4949.728516
	Iteration 0F: 3 clusters Score -2258490 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2263729.000000 Penalty: 4949.728516
	Iteration 1F: 3 clusters Score -2263729 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2264656.250000 Penalty: 4949.728516
	Iteration 2F: 3 clusters Score -2264656 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2265859.500000 Penalty: 4949.728516
	Iteration 3F: 3 clusters Score -2265860 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2267639.500000 Penalty: 4949.728516
	Iteration 4F: 3 clusters Score -2267640 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2269796.000000 Penalty: 4949.728516
	Iteration 5F: 3 clusters Score -2269796 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2271524.000000 Penalty: 4949.728516
	Iteration 6F: 3 clusters Score -2271524 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2272566.500000 Penalty: 4949.728516
	Iteration 7F: 3 clusters Score -2272566 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2273081.750000 Penalty: 4949.728516
	Iteration 8Q: 3 clusters Score -2273082 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2273271.250000 Penalty: 4949.728516
	Iteration 9Q: 3 clusters Score -2273271 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2273343.750000 Penalty: 4949.728516
	Iteration 10Q: 3 clusters Score -2273344 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2273366.750000 Penalty: 4949.728516
	Iteration 11Q: 3 clusters Score -2273367 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2273391.750000 Penalty: 4949.728516
	Iteration 12Q: 3 clusters Score -2273392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2273407.000000 Penalty: 4949.728516
	Iteration 13Q: 3 clusters Score -2273407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2273407.500000 Penalty: 4949.728516
	Iteration 14Q: 3 clusters Score -2273408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2273410.000000 Penalty: 4949.728516
	Iteration 15Q: 3 clusters Score -2273410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2273423.500000 Penalty: 4949.728516
	Iteration 16Q: 3 clusters Score -2273424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2273431.250000 Penalty: 4949.728516
	Iteration 17Q: 3 clusters Score -2273431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2273424.250000 Penalty: 4949.728516
	Iteration 18Q: 3 clusters Score -2273424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2273432.500000 Penalty: 4949.728516
	Iteration 19Q: 3 clusters Score -2273432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2273432.250000 Penalty: 4949.728516
	Iteration 20F: 3 clusters Score -2273432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2273427.750000 Penalty: 4949.728516
	Iteration 21Q: 3 clusters Score -2273428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2273428.250000 Penalty: 4949.728516
	Iteration 22Q: 3 clusters Score -2273428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2273430.750000 Penalty: 4949.728516
	Iteration 23Q: 3 clusters Score -2273431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2273430.750000 Penalty: 4949.728516
	Iteration 24Q: 3 clusters Score -2273431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2273426.000000 Penalty: 4949.728516
	Iteration 25Q: 3 clusters Score -2273426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2273426.750000 Penalty: 4949.728516
	Iteration 26Q: 3 clusters Score -2273427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2273428.250000 Penalty: 4949.728516
	Iteration 27Q: 3 clusters Score -2273428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2273427.750000 Penalty: 4949.728516
	Iteration 28Q: 3 clusters Score -2273428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2273427.250000 Penalty: 4949.728516
	Iteration 29Q: 3 clusters Score -2273427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2273430.250000 Penalty: 4949.728516
	Iteration 30Q: 3 clusters Score -2273430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2273428.500000 Penalty: 4949.728516
	Iteration 31Q: 3 clusters Score -2273428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2273427.750000 Penalty: 4949.728516
	Iteration 32Q: 3 clusters Score -2273428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2273428.000000 Penalty: 4949.728516
	Iteration 33Q: 3 clusters Score -2273428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2273424.500000 Penalty: 4949.728516
	Iteration 34Q: 3 clusters Score -2273424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2273424.250000 Penalty: 4949.728516
	Iteration 35Q: 3 clusters Score -2273424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2273425.750000 Penalty: 4949.728516
	Iteration 36Q: 3 clusters Score -2273426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2273430.250000 Penalty: 4949.728516
	Iteration 37Q: 3 clusters Score -2273430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2273434.500000 Penalty: 4949.728516
	Iteration 38Q: 3 clusters Score -2273434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2273439.000000 Penalty: 4949.728516
	Iteration 39Q: 3 clusters Score -2273439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2273442.000000 Penalty: 4949.728516
	Iteration 40F: 3 clusters Score -2273442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2273438.750000 Penalty: 4949.728516
	Iteration 41Q: 3 clusters Score -2273439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2273439.250000 Penalty: 4949.728516
	Iteration 42Q: 3 clusters Score -2273439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2273437.000000 Penalty: 4949.728516
	Iteration 43Q: 3 clusters Score -2273437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2273441.500000 Penalty: 4949.728516
	Iteration 44Q: 3 clusters Score -2273442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2273442.000000 Penalty: 4949.728516
	Iteration 45Q: 3 clusters Score -2273442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2273444.500000 Penalty: 4949.728516
	Iteration 46Q: 3 clusters Score -2273444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2273447.250000 Penalty: 4949.728516
	Iteration 47Q: 3 clusters Score -2273447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2273447.250000 Penalty: 4949.728516
	Iteration 48Q: 3 clusters Score -2273447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2273449.500000 Penalty: 4949.728516
	Iteration 49Q: 3 clusters Score -2273450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2273449.750000 Penalty: 4949.728516
	Iteration 50Q: 3 clusters Score -2273450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2273451.250000 Penalty: 4949.728516
	Iteration 51Q: 3 clusters Score -2273451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2273446.250000 Penalty: 4949.728516
	Iteration 52Q: 3 clusters Score -2273446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2273447.250000 Penalty: 4949.728516
	Iteration 53Q: 3 clusters Score -2273447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2273445.000000 Penalty: 4949.728516
	Iteration 54Q: 3 clusters Score -2273445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2273445.500000 Penalty: 4949.728516
	Iteration 55Q: 3 clusters Score -2273446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2273445.500000 Penalty: 4949.728516
	Iteration 56F: 3 clusters Score -2273446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Entering Unmasked Estep 
Score: -2380189.250000 Penalty: 2462.829102
	Iteration 0F: 2 clusters Score -2380189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2365742.250000 Penalty: 4925.658203
	Iteration 0F: 3 clusters Score -2365742 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2370798.500000 Penalty: 4925.658203
	Iteration 1F: 3 clusters Score -2370798 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2371396.000000 Penalty: 4925.658203
	Iteration 2F: 3 clusters Score -2371396 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2371977.500000 Penalty: 4925.658203
	Iteration 3F: 3 clusters Score -2371978 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2372562.250000 Penalty: 4925.658203
	Iteration 4F: 3 clusters Score -2372562 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2373272.000000 Penalty: 4925.658203
	Iteration 5F: 3 clusters Score -2373272 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2374159.000000 Penalty: 4925.658203
	Iteration 6F: 3 clusters Score -2374159 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2375095.250000 Penalty: 4925.658203
	Iteration 7F: 3 clusters Score -2375095 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2375914.000000 Penalty: 4925.658203
	Iteration 8F: 3 clusters Score -2375914 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2376492.500000 Penalty: 4925.658203
	Iteration 9F: 3 clusters Score -2376492 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2376831.250000 Penalty: 4925.658203
	Iteration 10Q: 3 clusters Score -2376831 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2377035.500000 Penalty: 4925.658203
	Iteration 11Q: 3 clusters Score -2377036 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2377149.500000 Penalty: 4925.658203
	Iteration 12Q: 3 clusters Score -2377150 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2377223.750000 Penalty: 4925.658203
	Iteration 13Q: 3 clusters Score -2377224 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2377278.500000 Penalty: 4925.658203
	Iteration 14Q: 3 clusters Score -2377278 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2377309.750000 Penalty: 4925.658203
	Iteration 15Q: 3 clusters Score -2377310 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2377328.000000 Penalty: 4925.658203
	Iteration 16Q: 3 clusters Score -2377328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2377336.750000 Penalty: 4925.658203
	Iteration 17Q: 3 clusters Score -2377337 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2377344.000000 Penalty: 4925.658203
	Iteration 18Q: 3 clusters Score -2377344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2377347.250000 Penalty: 4925.658203
	Iteration 19Q: 3 clusters Score -2377347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2377352.500000 Penalty: 4925.658203
	Iteration 20F: 3 clusters Score -2377352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2377355.500000 Penalty: 4925.658203
	Iteration 21Q: 3 clusters Score -2377356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2377364.750000 Penalty: 4925.658203
	Iteration 22Q: 3 clusters Score -2377365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2377370.750000 Penalty: 4925.658203
	Iteration 23Q: 3 clusters Score -2377371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2377374.000000 Penalty: 4925.658203
	Iteration 24Q: 3 clusters Score -2377374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2377379.750000 Penalty: 4925.658203
	Iteration 25Q: 3 clusters Score -2377380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2377380.750000 Penalty: 4925.658203
	Iteration 26Q: 3 clusters Score -2377381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2377386.500000 Penalty: 4925.658203
	Iteration 27Q: 3 clusters Score -2377386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2377391.750000 Penalty: 4925.658203
	Iteration 28Q: 3 clusters Score -2377392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2377391.000000 Penalty: 4925.658203
	Iteration 29Q: 3 clusters Score -2377391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2377402.000000 Penalty: 4925.658203
	Iteration 30Q: 3 clusters Score -2377402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2377403.750000 Penalty: 4925.658203
	Iteration 31Q: 3 clusters Score -2377404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2377411.750000 Penalty: 4925.658203
	Iteration 32Q: 3 clusters Score -2377412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2377416.250000 Penalty: 4925.658203
	Iteration 33Q: 3 clusters Score -2377416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2377418.500000 Penalty: 4925.658203
	Iteration 34Q: 3 clusters Score -2377418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2377431.250000 Penalty: 4925.658203
	Iteration 35Q: 3 clusters Score -2377431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2377431.500000 Penalty: 4925.658203
	Iteration 36Q: 3 clusters Score -2377432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2377431.500000 Penalty: 4925.658203
	Iteration 37Q: 3 clusters Score -2377432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2377446.000000 Penalty: 4925.658203
	Iteration 38Q: 3 clusters Score -2377446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2377456.000000 Penalty: 4925.658203
	Iteration 39Q: 3 clusters Score -2377456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2377456.000000 Penalty: 4925.658203
	Iteration 40F: 3 clusters Score -2377456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2377455.250000 Penalty: 4925.658203
	Iteration 41Q: 3 clusters Score -2377455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2377466.750000 Penalty: 4925.658203
	Iteration 42Q: 3 clusters Score -2377467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2377469.500000 Penalty: 4925.658203
	Iteration 43Q: 3 clusters Score -2377470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2377467.250000 Penalty: 4925.658203
	Iteration 44Q: 3 clusters Score -2377467 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2377481.250000 Penalty: 4925.658203
	Iteration 45Q: 3 clusters Score -2377481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2377492.000000 Penalty: 4925.658203
	Iteration 46Q: 3 clusters Score -2377492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2377504.750000 Penalty: 4925.658203
	Iteration 47Q: 3 clusters Score -2377505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2377510.500000 Penalty: 4925.658203
	Iteration 48Q: 3 clusters Score -2377510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2377527.000000 Penalty: 4925.658203
	Iteration 49Q: 3 clusters Score -2377527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2377546.000000 Penalty: 4925.658203
	Iteration 50Q: 3 clusters Score -2377546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2377559.500000 Penalty: 4925.658203
	Iteration 51Q: 3 clusters Score -2377560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2377565.250000 Penalty: 4925.658203
	Iteration 52Q: 3 clusters Score -2377565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2377569.750000 Penalty: 4925.658203
	Iteration 53Q: 3 clusters Score -2377570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2377582.500000 Penalty: 4925.658203
	Iteration 54Q: 3 clusters Score -2377582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2377591.500000 Penalty: 4925.658203
	Iteration 55Q: 3 clusters Score -2377592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2377604.750000 Penalty: 4925.658203
	Iteration 56Q: 3 clusters Score -2377605 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2377613.000000 Penalty: 4925.658203
	Iteration 57Q: 3 clusters Score -2377613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2377611.250000 Penalty: 4925.658203
	Iteration 58Q: 3 clusters Score -2377611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2377627.500000 Penalty: 4925.658203
	Iteration 59Q: 3 clusters Score -2377628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2377625.250000 Penalty: 4925.658203
	Iteration 60F: 3 clusters Score -2377625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2377636.250000 Penalty: 4925.658203
	Iteration 61Q: 3 clusters Score -2377636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2377655.750000 Penalty: 4925.658203
	Iteration 62Q: 3 clusters Score -2377656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2377647.000000 Penalty: 4925.658203
	Iteration 63Q: 3 clusters Score -2377647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2377652.750000 Penalty: 4925.658203
	Iteration 64Q: 3 clusters Score -2377653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2377663.500000 Penalty: 4925.658203
	Iteration 65Q: 3 clusters Score -2377664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2377675.500000 Penalty: 4925.658203
	Iteration 66Q: 3 clusters Score -2377676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2377672.250000 Penalty: 4925.658203
	Iteration 67Q: 3 clusters Score -2377672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2377673.250000 Penalty: 4925.658203
	Iteration 68Q: 3 clusters Score -2377673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2377678.750000 Penalty: 4925.658203
	Iteration 69Q: 3 clusters Score -2377679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2377690.250000 Penalty: 4925.658203
	Iteration 70Q: 3 clusters Score -2377690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2377694.250000 Penalty: 4925.658203
	Iteration 71Q: 3 clusters Score -2377694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2377695.000000 Penalty: 4925.658203
	Iteration 72Q: 3 clusters Score -2377695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2377714.500000 Penalty: 4925.658203
	Iteration 73Q: 3 clusters Score -2377714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2377719.000000 Penalty: 4925.658203
	Iteration 74Q: 3 clusters Score -2377719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2377733.250000 Penalty: 4925.658203
	Iteration 75Q: 3 clusters Score -2377733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2377741.000000 Penalty: 4925.658203
	Iteration 76Q: 3 clusters Score -2377741 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2377749.750000 Penalty: 4925.658203
	Iteration 77Q: 3 clusters Score -2377750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2377761.000000 Penalty: 4925.658203
	Iteration 78Q: 3 clusters Score -2377761 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2377777.000000 Penalty: 4925.658203
	Iteration 79Q: 3 clusters Score -2377777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2377800.750000 Penalty: 4925.658203
	Iteration 80F: 3 clusters Score -2377801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2377805.500000 Penalty: 4925.658203
	Iteration 81Q: 3 clusters Score -2377806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2377819.000000 Penalty: 4925.658203
	Iteration 82Q: 3 clusters Score -2377819 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2377817.750000 Penalty: 4925.658203
	Iteration 83Q: 3 clusters Score -2377818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2377849.000000 Penalty: 4925.658203
	Iteration 84Q: 3 clusters Score -2377849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2377861.250000 Penalty: 4925.658203
	Iteration 85Q: 3 clusters Score -2377861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2377879.500000 Penalty: 4925.658203
	Iteration 86Q: 3 clusters Score -2377880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2377915.250000 Penalty: 4925.658203
	Iteration 87Q: 3 clusters Score -2377915 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2377961.500000 Penalty: 4925.658203
	Iteration 88Q: 3 clusters Score -2377962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2377980.250000 Penalty: 4925.658203
	Iteration 89Q: 3 clusters Score -2377980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2378011.000000 Penalty: 4925.658203
	Iteration 90Q: 3 clusters Score -2378011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2378039.500000 Penalty: 4925.658203
	Iteration 91Q: 3 clusters Score -2378040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2378067.750000 Penalty: 4925.658203
	Iteration 92Q: 3 clusters Score -2378068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2378080.750000 Penalty: 4925.658203
	Iteration 93Q: 3 clusters Score -2378081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2378102.500000 Penalty: 4925.658203
	Iteration 94Q: 3 clusters Score -2378102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2378118.000000 Penalty: 4925.658203
	Iteration 95Q: 3 clusters Score -2378118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2378137.250000 Penalty: 4925.658203
	Iteration 96Q: 3 clusters Score -2378137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2378146.750000 Penalty: 4925.658203
	Iteration 97Q: 3 clusters Score -2378147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2378166.000000 Penalty: 4925.658203
	Iteration 98Q: 3 clusters Score -2378166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2378177.500000 Penalty: 4925.658203
	Iteration 99Q: 3 clusters Score -2378178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2378189.250000 Penalty: 4925.658203
	Iteration 100F: 3 clusters Score -2378189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2378190.500000 Penalty: 4925.658203
	Iteration 101Q: 3 clusters Score -2378190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2378195.250000 Penalty: 4925.658203
	Iteration 102Q: 3 clusters Score -2378195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2378202.250000 Penalty: 4925.658203
	Iteration 103Q: 3 clusters Score -2378202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2378213.250000 Penalty: 4925.658203
	Iteration 104Q: 3 clusters Score -2378213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2378217.500000 Penalty: 4925.658203
	Iteration 105Q: 3 clusters Score -2378218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2378224.250000 Penalty: 4925.658203
	Iteration 106Q: 3 clusters Score -2378224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2378233.750000 Penalty: 4925.658203
	Iteration 107Q: 3 clusters Score -2378234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2378240.750000 Penalty: 4925.658203
	Iteration 108Q: 3 clusters Score -2378241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2378238.750000 Penalty: 4925.658203
	Iteration 109Q: 3 clusters Score -2378239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2378242.250000 Penalty: 4925.658203
	Iteration 110Q: 3 clusters Score -2378242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2378248.250000 Penalty: 4925.658203
	Iteration 111Q: 3 clusters Score -2378248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2378252.750000 Penalty: 4925.658203
	Iteration 112Q: 3 clusters Score -2378253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2378255.500000 Penalty: 4925.658203
	Iteration 113Q: 3 clusters Score -2378256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2378261.750000 Penalty: 4925.658203
	Iteration 114Q: 3 clusters Score -2378262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2378267.000000 Penalty: 4925.658203
	Iteration 115Q: 3 clusters Score -2378267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2378262.500000 Penalty: 4925.658203
	Iteration 116Q: 3 clusters Score -2378262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2378260.000000 Penalty: 4925.658203
	Iteration 117Q: 3 clusters Score -2378260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2378259.250000 Penalty: 4925.658203
	Iteration 118Q: 3 clusters Score -2378259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2378257.500000 Penalty: 4925.658203
	Iteration 119Q: 3 clusters Score -2378258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2378263.750000 Penalty: 4925.658203
	Iteration 120F: 3 clusters Score -2378264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2378269.500000 Penalty: 4925.658203
	Iteration 121Q: 3 clusters Score -2378270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2378271.250000 Penalty: 4925.658203
	Iteration 122Q: 3 clusters Score -2378271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2378270.250000 Penalty: 4925.658203
	Iteration 123Q: 3 clusters Score -2378270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2378270.250000 Penalty: 4925.658203
	Iteration 124Q: 3 clusters Score -2378270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2378269.000000 Penalty: 4925.658203
	Iteration 125Q: 3 clusters Score -2378269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2378270.000000 Penalty: 4925.658203
	Iteration 126Q: 3 clusters Score -2378270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2378277.000000 Penalty: 4925.658203
	Iteration 127Q: 3 clusters Score -2378277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2378279.500000 Penalty: 4925.658203
	Iteration 128Q: 3 clusters Score -2378280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2378283.250000 Penalty: 4925.658203
	Iteration 129Q: 3 clusters Score -2378283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2378294.500000 Penalty: 4925.658203
	Iteration 130Q: 3 clusters Score -2378294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2378302.000000 Penalty: 4925.658203
	Iteration 131Q: 3 clusters Score -2378302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2378295.500000 Penalty: 4925.658203
	Iteration 132Q: 3 clusters Score -2378296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2378298.000000 Penalty: 4925.658203
	Iteration 133Q: 3 clusters Score -2378298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2378297.250000 Penalty: 4925.658203
	Iteration 134Q: 3 clusters Score -2378297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2378302.000000 Penalty: 4925.658203
	Iteration 135Q: 3 clusters Score -2378302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2378301.750000 Penalty: 4925.658203
	Iteration 136Q: 3 clusters Score -2378302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2378302.750000 Penalty: 4925.658203
	Iteration 137Q: 3 clusters Score -2378303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2378302.500000 Penalty: 4925.658203
	Iteration 138Q: 3 clusters Score -2378302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2378310.250000 Penalty: 4925.658203
	Iteration 139Q: 3 clusters Score -2378310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2378320.000000 Penalty: 4925.658203
	Iteration 140F: 3 clusters Score -2378320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2378320.500000 Penalty: 4925.658203
	Iteration 141Q: 3 clusters Score -2378320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2378320.500000 Penalty: 4925.658203
	Iteration 142Q: 3 clusters Score -2378320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2378317.250000 Penalty: 4925.658203
	Iteration 143Q: 3 clusters Score -2378317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2378316.750000 Penalty: 4925.658203
	Iteration 144Q: 3 clusters Score -2378317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2378318.250000 Penalty: 4925.658203
	Iteration 145Q: 3 clusters Score -2378318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2378319.750000 Penalty: 4925.658203
	Iteration 146Q: 3 clusters Score -2378320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2378321.250000 Penalty: 4925.658203
	Iteration 147Q: 3 clusters Score -2378321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2378321.250000 Penalty: 4925.658203
	Iteration 148F: 3 clusters Score -2378321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10837 members 
Entering Unmasked Estep 
Score: -1107315.125000 Penalty: 2304.099121
	Iteration 0F: 2 clusters Score -1107315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1099140.000000 Penalty: 4608.198242
	Iteration 0F: 3 clusters Score -1099140 nChanged 4490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1101634.375000 Penalty: 4608.198242
	Iteration 1F: 3 clusters Score -1101634 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1102103.500000 Penalty: 4608.198242
	Iteration 2F: 3 clusters Score -1102104 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1102518.375000 Penalty: 4608.198242
	Iteration 3F: 3 clusters Score -1102518 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1102895.750000 Penalty: 4608.198242
	Iteration 4F: 3 clusters Score -1102896 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1103287.125000 Penalty: 4608.198242
	Iteration 5F: 3 clusters Score -1103287 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1103649.500000 Penalty: 4608.198242
	Iteration 6F: 3 clusters Score -1103650 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1104012.125000 Penalty: 4608.198242
	Iteration 7Q: 3 clusters Score -1104012 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1104334.750000 Penalty: 4608.198242
	Iteration 8Q: 3 clusters Score -1104335 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1104619.375000 Penalty: 4608.198242
	Iteration 9Q: 3 clusters Score -1104619 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1104856.500000 Penalty: 4608.198242
	Iteration 10Q: 3 clusters Score -1104856 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1105042.875000 Penalty: 4608.198242
	Iteration 11Q: 3 clusters Score -1105043 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1105216.375000 Penalty: 4608.198242
	Iteration 12Q: 3 clusters Score -1105216 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1105334.000000 Penalty: 4608.198242
	Iteration 13Q: 3 clusters Score -1105334 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1105424.250000 Penalty: 4608.198242
	Iteration 14Q: 3 clusters Score -1105424 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1105488.375000 Penalty: 4608.198242
	Iteration 15Q: 3 clusters Score -1105488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1105541.625000 Penalty: 4608.198242
	Iteration 16Q: 3 clusters Score -1105542 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1105613.000000 Penalty: 4608.198242
	Iteration 17Q: 3 clusters Score -1105613 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1105670.500000 Penalty: 4608.198242
	Iteration 18Q: 3 clusters Score -1105670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1105706.000000 Penalty: 4608.198242
	Iteration 19Q: 3 clusters Score -1105706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1105733.000000 Penalty: 4608.198242
	Iteration 20F: 3 clusters Score -1105733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1105764.500000 Penalty: 4608.198242
	Iteration 21Q: 3 clusters Score -1105764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1105789.375000 Penalty: 4608.198242
	Iteration 22Q: 3 clusters Score -1105789 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1105816.625000 Penalty: 4608.198242
	Iteration 23Q: 3 clusters Score -1105817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1105835.375000 Penalty: 4608.198242
	Iteration 24Q: 3 clusters Score -1105835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1105848.375000 Penalty: 4608.198242
	Iteration 25Q: 3 clusters Score -1105848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1105857.125000 Penalty: 4608.198242
	Iteration 26Q: 3 clusters Score -1105857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1105872.375000 Penalty: 4608.198242
	Iteration 27Q: 3 clusters Score -1105872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1105877.500000 Penalty: 4608.198242
	Iteration 28Q: 3 clusters Score -1105878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1105886.125000 Penalty: 4608.198242
	Iteration 29Q: 3 clusters Score -1105886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1105891.750000 Penalty: 4608.198242
	Iteration 30Q: 3 clusters Score -1105892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1105897.250000 Penalty: 4608.198242
	Iteration 31Q: 3 clusters Score -1105897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1105900.625000 Penalty: 4608.198242
	Iteration 32Q: 3 clusters Score -1105901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1105903.125000 Penalty: 4608.198242
	Iteration 33Q: 3 clusters Score -1105903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1105903.625000 Penalty: 4608.198242
	Iteration 34Q: 3 clusters Score -1105904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1105908.875000 Penalty: 4608.198242
	Iteration 35Q: 3 clusters Score -1105909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1105915.000000 Penalty: 4608.198242
	Iteration 36Q: 3 clusters Score -1105915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1105915.250000 Penalty: 4608.198242
	Iteration 37Q: 3 clusters Score -1105915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1105916.625000 Penalty: 4608.198242
	Iteration 38Q: 3 clusters Score -1105917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1105917.750000 Penalty: 4608.198242
	Iteration 39Q: 3 clusters Score -1105918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1105924.125000 Penalty: 4608.198242
	Iteration 40F: 3 clusters Score -1105924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1105931.250000 Penalty: 4608.198242
	Iteration 41Q: 3 clusters Score -1105931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1105932.250000 Penalty: 4608.198242
	Iteration 42Q: 3 clusters Score -1105932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1105939.500000 Penalty: 4608.198242
	Iteration 43Q: 3 clusters Score -1105940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1105946.125000 Penalty: 4608.198242
	Iteration 44Q: 3 clusters Score -1105946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1105953.750000 Penalty: 4608.198242
	Iteration 45Q: 3 clusters Score -1105954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1105967.250000 Penalty: 4608.198242
	Iteration 46Q: 3 clusters Score -1105967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1105985.625000 Penalty: 4608.198242
	Iteration 47Q: 3 clusters Score -1105986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1106000.750000 Penalty: 4608.198242
	Iteration 48Q: 3 clusters Score -1106001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1106012.000000 Penalty: 4608.198242
	Iteration 49Q: 3 clusters Score -1106012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1106024.875000 Penalty: 4608.198242
	Iteration 50Q: 3 clusters Score -1106025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1106036.625000 Penalty: 4608.198242
	Iteration 51Q: 3 clusters Score -1106037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1106053.000000 Penalty: 4608.198242
	Iteration 52Q: 3 clusters Score -1106053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1106077.375000 Penalty: 4608.198242
	Iteration 53Q: 3 clusters Score -1106077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1106092.375000 Penalty: 4608.198242
	Iteration 54Q: 3 clusters Score -1106092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1106100.000000 Penalty: 4608.198242
	Iteration 55Q: 3 clusters Score -1106100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1106108.000000 Penalty: 4608.198242
	Iteration 56Q: 3 clusters Score -1106108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1106118.000000 Penalty: 4608.198242
	Iteration 57Q: 3 clusters Score -1106118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1106129.875000 Penalty: 4608.198242
	Iteration 58Q: 3 clusters Score -1106130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1106139.500000 Penalty: 4608.198242
	Iteration 59Q: 3 clusters Score -1106140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1106151.375000 Penalty: 4608.198242
	Iteration 60F: 3 clusters Score -1106151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1106158.875000 Penalty: 4608.198242
	Iteration 61Q: 3 clusters Score -1106159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1106165.875000 Penalty: 4608.198242
	Iteration 62Q: 3 clusters Score -1106166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1106175.750000 Penalty: 4608.198242
	Iteration 63Q: 3 clusters Score -1106176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1106181.750000 Penalty: 4608.198242
	Iteration 64Q: 3 clusters Score -1106182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1106186.000000 Penalty: 4608.198242
	Iteration 65Q: 3 clusters Score -1106186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1106191.500000 Penalty: 4608.198242
	Iteration 66Q: 3 clusters Score -1106192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1106189.750000 Penalty: 4608.198242
	Iteration 67Q: 3 clusters Score -1106190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1106194.875000 Penalty: 4608.198242
	Iteration 68Q: 3 clusters Score -1106195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1106199.125000 Penalty: 4608.198242
	Iteration 69Q: 3 clusters Score -1106199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1106201.750000 Penalty: 4608.198242
	Iteration 70Q: 3 clusters Score -1106202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1106205.125000 Penalty: 4608.198242
	Iteration 71Q: 3 clusters Score -1106205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1106206.875000 Penalty: 4608.198242
	Iteration 72Q: 3 clusters Score -1106207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1106208.375000 Penalty: 4608.198242
	Iteration 73Q: 3 clusters Score -1106208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1106209.125000 Penalty: 4608.198242
	Iteration 74Q: 3 clusters Score -1106209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1106211.625000 Penalty: 4608.198242
	Iteration 75Q: 3 clusters Score -1106212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1106213.250000 Penalty: 4608.198242
	Iteration 76Q: 3 clusters Score -1106213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1106217.250000 Penalty: 4608.198242
	Iteration 77Q: 3 clusters Score -1106217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1106216.500000 Penalty: 4608.198242
	Iteration 78Q: 3 clusters Score -1106216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1106217.750000 Penalty: 4608.198242
	Iteration 79Q: 3 clusters Score -1106218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1106219.875000 Penalty: 4608.198242
	Iteration 80F: 3 clusters Score -1106220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1106220.250000 Penalty: 4608.198242
	Iteration 81Q: 3 clusters Score -1106220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1106220.500000 Penalty: 4608.198242
	Iteration 82Q: 3 clusters Score -1106220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1106221.625000 Penalty: 4608.198242
	Iteration 83Q: 3 clusters Score -1106222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1106221.250000 Penalty: 4608.198242
	Iteration 84Q: 3 clusters Score -1106221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1106221.250000 Penalty: 4608.198242
	Iteration 85F: 3 clusters Score -1106221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Entering Unmasked Estep 
Score: -703402.625000 Penalty: 2168.711914
	Iteration 0F: 2 clusters Score -703402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -698037.062500 Penalty: 4337.423828
	Iteration 0F: 3 clusters Score -698037.1 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -699377.687500 Penalty: 4337.423828
	Iteration 1F: 3 clusters Score -699377.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -699648.875000 Penalty: 4337.423828
	Iteration 2F: 3 clusters Score -699648.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -699841.562500 Penalty: 4337.423828
	Iteration 3F: 3 clusters Score -699841.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -699997.937500 Penalty: 4337.423828
	Iteration 4Q: 3 clusters Score -699997.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -700132.687500 Penalty: 4337.423828
	Iteration 5Q: 3 clusters Score -700132.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -700246.375000 Penalty: 4337.423828
	Iteration 6Q: 3 clusters Score -700246.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -700342.562500 Penalty: 4337.423828
	Iteration 7Q: 3 clusters Score -700342.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -700418.125000 Penalty: 4337.423828
	Iteration 8Q: 3 clusters Score -700418.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -700508.875000 Penalty: 4337.423828
	Iteration 9Q: 3 clusters Score -700508.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -700613.687500 Penalty: 4337.423828
	Iteration 10Q: 3 clusters Score -700613.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -700730.750000 Penalty: 4337.423828
	Iteration 11Q: 3 clusters Score -700730.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -700843.187500 Penalty: 4337.423828
	Iteration 12Q: 3 clusters Score -700843.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -700947.062500 Penalty: 4337.423828
	Iteration 13Q: 3 clusters Score -700947.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -701042.562500 Penalty: 4337.423828
	Iteration 14Q: 3 clusters Score -701042.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -701133.187500 Penalty: 4337.423828
	Iteration 15Q: 3 clusters Score -701133.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -701207.312500 Penalty: 4337.423828
	Iteration 16Q: 3 clusters Score -701207.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -701256.062500 Penalty: 4337.423828
	Iteration 17Q: 3 clusters Score -701256.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -701301.250000 Penalty: 4337.423828
	Iteration 18Q: 3 clusters Score -701301.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -701340.562500 Penalty: 4337.423828
	Iteration 19Q: 3 clusters Score -701340.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -701370.875000 Penalty: 4337.423828
	Iteration 20F: 3 clusters Score -701370.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -701398.187500 Penalty: 4337.423828
	Iteration 21Q: 3 clusters Score -701398.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -701421.250000 Penalty: 4337.423828
	Iteration 22Q: 3 clusters Score -701421.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -701440.875000 Penalty: 4337.423828
	Iteration 23Q: 3 clusters Score -701440.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -701459.750000 Penalty: 4337.423828
	Iteration 24Q: 3 clusters Score -701459.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -701472.875000 Penalty: 4337.423828
	Iteration 25Q: 3 clusters Score -701472.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -701484.312500 Penalty: 4337.423828
	Iteration 26Q: 3 clusters Score -701484.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -701492.937500 Penalty: 4337.423828
	Iteration 27Q: 3 clusters Score -701492.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -701498.250000 Penalty: 4337.423828
	Iteration 28Q: 3 clusters Score -701498.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -701504.062500 Penalty: 4337.423828
	Iteration 29Q: 3 clusters Score -701504.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -701505.125000 Penalty: 4337.423828
	Iteration 30Q: 3 clusters Score -701505.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -701508.437500 Penalty: 4337.423828
	Iteration 31Q: 3 clusters Score -701508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -701511.750000 Penalty: 4337.423828
	Iteration 32Q: 3 clusters Score -701511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -701515.625000 Penalty: 4337.423828
	Iteration 33Q: 3 clusters Score -701515.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -701518.187500 Penalty: 4337.423828
	Iteration 34Q: 3 clusters Score -701518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -701520.625000 Penalty: 4337.423828
	Iteration 35Q: 3 clusters Score -701520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -701522.812500 Penalty: 4337.423828
	Iteration 36Q: 3 clusters Score -701522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -701524.312500 Penalty: 4337.423828
	Iteration 37Q: 3 clusters Score -701524.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -701524.437500 Penalty: 4337.423828
	Iteration 38Q: 3 clusters Score -701524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -701524.937500 Penalty: 4337.423828
	Iteration 39Q: 3 clusters Score -701524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -701526.875000 Penalty: 4337.423828
	Iteration 40F: 3 clusters Score -701526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -701529.250000 Penalty: 4337.423828
	Iteration 41Q: 3 clusters Score -701529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -701529.437500 Penalty: 4337.423828
	Iteration 42Q: 3 clusters Score -701529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -701530.437500 Penalty: 4337.423828
	Iteration 43Q: 3 clusters Score -701530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -701530.437500 Penalty: 4337.423828
	Iteration 44F: 3 clusters Score -701530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -385559.968750 Penalty: 2081.629883
	Iteration 0F: 2 clusters Score -385560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -381475.375000 Penalty: 4163.259766
	Iteration 0F: 3 clusters Score -381475.4 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -382814.000000 Penalty: 4163.259766
	Iteration 1F: 3 clusters Score -382814 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -383238.656250 Penalty: 4163.259766
	Iteration 2F: 3 clusters Score -383238.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -383534.343750 Penalty: 4163.259766
	Iteration 3F: 3 clusters Score -383534.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -383751.468750 Penalty: 4163.259766
	Iteration 4F: 3 clusters Score -383751.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -383924.187500 Penalty: 4163.259766
	Iteration 5Q: 3 clusters Score -383924.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -384060.156250 Penalty: 4163.259766
	Iteration 6Q: 3 clusters Score -384060.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -384153.812500 Penalty: 4163.259766
	Iteration 7Q: 3 clusters Score -384153.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -384231.593750 Penalty: 4163.259766
	Iteration 8Q: 3 clusters Score -384231.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -384283.375000 Penalty: 4163.259766
	Iteration 9Q: 3 clusters Score -384283.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -384332.437500 Penalty: 4163.259766
	Iteration 10Q: 3 clusters Score -384332.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -384394.281250 Penalty: 4163.259766
	Iteration 11Q: 3 clusters Score -384394.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -384429.500000 Penalty: 4163.259766
	Iteration 12Q: 3 clusters Score -384429.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -384473.593750 Penalty: 4163.259766
	Iteration 13Q: 3 clusters Score -384473.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -384508.406250 Penalty: 4163.259766
	Iteration 14Q: 3 clusters Score -384508.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -384526.781250 Penalty: 4163.259766
	Iteration 15Q: 3 clusters Score -384526.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -384541.937500 Penalty: 4163.259766
	Iteration 16Q: 3 clusters Score -384541.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -384551.843750 Penalty: 4163.259766
	Iteration 17Q: 3 clusters Score -384551.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -384560.750000 Penalty: 4163.259766
	Iteration 18Q: 3 clusters Score -384560.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -384567.062500 Penalty: 4163.259766
	Iteration 19Q: 3 clusters Score -384567.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -384572.812500 Penalty: 4163.259766
	Iteration 20F: 3 clusters Score -384572.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -384577.687500 Penalty: 4163.259766
	Iteration 21Q: 3 clusters Score -384577.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -384580.406250 Penalty: 4163.259766
	Iteration 22Q: 3 clusters Score -384580.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -384583.937500 Penalty: 4163.259766
	Iteration 23Q: 3 clusters Score -384583.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -384587.343750 Penalty: 4163.259766
	Iteration 24Q: 3 clusters Score -384587.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -384595.156250 Penalty: 4163.259766
	Iteration 25Q: 3 clusters Score -384595.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -384605.781250 Penalty: 4163.259766
	Iteration 26Q: 3 clusters Score -384605.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -384615.531250 Penalty: 4163.259766
	Iteration 27Q: 3 clusters Score -384615.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -384621.562500 Penalty: 4163.259766
	Iteration 28Q: 3 clusters Score -384621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -384628.125000 Penalty: 4163.259766
	Iteration 29Q: 3 clusters Score -384628.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -384636.406250 Penalty: 4163.259766
	Iteration 30Q: 3 clusters Score -384636.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -384648.312500 Penalty: 4163.259766
	Iteration 31Q: 3 clusters Score -384648.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -384660.281250 Penalty: 4163.259766
	Iteration 32Q: 3 clusters Score -384660.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -384675.437500 Penalty: 4163.259766
	Iteration 33Q: 3 clusters Score -384675.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -384684.406250 Penalty: 4163.259766
	Iteration 34Q: 3 clusters Score -384684.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -384694.687500 Penalty: 4163.259766
	Iteration 35Q: 3 clusters Score -384694.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -384709.156250 Penalty: 4163.259766
	Iteration 36Q: 3 clusters Score -384709.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -384725.937500 Penalty: 4163.259766
	Iteration 37Q: 3 clusters Score -384725.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -384736.468750 Penalty: 4163.259766
	Iteration 38Q: 3 clusters Score -384736.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -384745.593750 Penalty: 4163.259766
	Iteration 39Q: 3 clusters Score -384745.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -384758.000000 Penalty: 4163.259766
	Iteration 40F: 3 clusters Score -384758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -384769.625000 Penalty: 4163.259766
	Iteration 41Q: 3 clusters Score -384769.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -384777.843750 Penalty: 4163.259766
	Iteration 42Q: 3 clusters Score -384777.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -384783.531250 Penalty: 4163.259766
	Iteration 43Q: 3 clusters Score -384783.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -384787.375000 Penalty: 4163.259766
	Iteration 44Q: 3 clusters Score -384787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -384791.968750 Penalty: 4163.259766
	Iteration 45Q: 3 clusters Score -384792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -384797.062500 Penalty: 4163.259766
	Iteration 46Q: 3 clusters Score -384797.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -384800.875000 Penalty: 4163.259766
	Iteration 47Q: 3 clusters Score -384800.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -384804.250000 Penalty: 4163.259766
	Iteration 48Q: 3 clusters Score -384804.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -384808.343750 Penalty: 4163.259766
	Iteration 49Q: 3 clusters Score -384808.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -384810.812500 Penalty: 4163.259766
	Iteration 50Q: 3 clusters Score -384810.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -384810.968750 Penalty: 4163.259766
	Iteration 51Q: 3 clusters Score -384811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -384811.750000 Penalty: 4163.259766
	Iteration 52Q: 3 clusters Score -384811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -384812.125000 Penalty: 4163.259766
	Iteration 53Q: 3 clusters Score -384812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -384813.062500 Penalty: 4163.259766
	Iteration 54Q: 3 clusters Score -384813.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -384814.437500 Penalty: 4163.259766
	Iteration 55Q: 3 clusters Score -384814.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -384814.906250 Penalty: 4163.259766
	Iteration 56Q: 3 clusters Score -384814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -384815.250000 Penalty: 4163.259766
	Iteration 57Q: 3 clusters Score -384815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -384816.812500 Penalty: 4163.259766
	Iteration 58Q: 3 clusters Score -384816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -384817.187500 Penalty: 4163.259766
	Iteration 59Q: 3 clusters Score -384817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -384818.562500 Penalty: 4163.259766
	Iteration 60F: 3 clusters Score -384818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -384818.781250 Penalty: 4163.259766
	Iteration 61Q: 3 clusters Score -384818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -384820.406250 Penalty: 4163.259766
	Iteration 62Q: 3 clusters Score -384820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -384821.375000 Penalty: 4163.259766
	Iteration 63Q: 3 clusters Score -384821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -384821.000000 Penalty: 4163.259766
	Iteration 64Q: 3 clusters Score -384821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -384822.187500 Penalty: 4163.259766
	Iteration 65Q: 3 clusters Score -384822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -384825.031250 Penalty: 4163.259766
	Iteration 66Q: 3 clusters Score -384825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -384826.718750 Penalty: 4163.259766
	Iteration 67Q: 3 clusters Score -384826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -384828.531250 Penalty: 4163.259766
	Iteration 68Q: 3 clusters Score -384828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -384828.906250 Penalty: 4163.259766
	Iteration 69Q: 3 clusters Score -384828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -384829.718750 Penalty: 4163.259766
	Iteration 70Q: 3 clusters Score -384829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -384829.718750 Penalty: 4163.259766
	Iteration 71F: 3 clusters Score -384829.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -320568.375000 Penalty: 1986.980469
	Iteration 0F: 2 clusters Score -320568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -317287.250000 Penalty: 3973.960938
	Iteration 0F: 3 clusters Score -317287.2 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -317944.781250 Penalty: 3973.960938
	Iteration 1F: 3 clusters Score -317944.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -318111.093750 Penalty: 3973.960938
	Iteration 2F: 3 clusters Score -318111.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -318203.312500 Penalty: 3973.960938
	Iteration 3Q: 3 clusters Score -318203.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -318264.125000 Penalty: 3973.960938
	Iteration 4Q: 3 clusters Score -318264.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -318305.937500 Penalty: 3973.960938
	Iteration 5Q: 3 clusters Score -318305.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -318344.156250 Penalty: 3973.960938
	Iteration 6Q: 3 clusters Score -318344.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -318372.093750 Penalty: 3973.960938
	Iteration 7Q: 3 clusters Score -318372.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -318410.593750 Penalty: 3973.960938
	Iteration 8Q: 3 clusters Score -318410.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -318442.500000 Penalty: 3973.960938
	Iteration 9Q: 3 clusters Score -318442.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -318469.843750 Penalty: 3973.960938
	Iteration 10Q: 3 clusters Score -318469.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -318494.031250 Penalty: 3973.960938
	Iteration 11Q: 3 clusters Score -318494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -318518.156250 Penalty: 3973.960938
	Iteration 12Q: 3 clusters Score -318518.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -318535.812500 Penalty: 3973.960938
	Iteration 13Q: 3 clusters Score -318535.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -318556.375000 Penalty: 3973.960938
	Iteration 14Q: 3 clusters Score -318556.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -318569.875000 Penalty: 3973.960938
	Iteration 15Q: 3 clusters Score -318569.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -318584.906250 Penalty: 3973.960938
	Iteration 16Q: 3 clusters Score -318584.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -318600.093750 Penalty: 3973.960938
	Iteration 17Q: 3 clusters Score -318600.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -318614.843750 Penalty: 3973.960938
	Iteration 18Q: 3 clusters Score -318614.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -318629.281250 Penalty: 3973.960938
	Iteration 19Q: 3 clusters Score -318629.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -318643.062500 Penalty: 3973.960938
	Iteration 20F: 3 clusters Score -318643.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -318661.375000 Penalty: 3973.960938
	Iteration 21Q: 3 clusters Score -318661.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -318678.250000 Penalty: 3973.960938
	Iteration 22Q: 3 clusters Score -318678.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -318692.593750 Penalty: 3973.960938
	Iteration 23Q: 3 clusters Score -318692.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -318711.031250 Penalty: 3973.960938
	Iteration 24Q: 3 clusters Score -318711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -318733.875000 Penalty: 3973.960938
	Iteration 25Q: 3 clusters Score -318733.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -318757.062500 Penalty: 3973.960938
	Iteration 26Q: 3 clusters Score -318757.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -318783.093750 Penalty: 3973.960938
	Iteration 27Q: 3 clusters Score -318783.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -318813.781250 Penalty: 3973.960938
	Iteration 28Q: 3 clusters Score -318813.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -318840.750000 Penalty: 3973.960938
	Iteration 29Q: 3 clusters Score -318840.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -318857.406250 Penalty: 3973.960938
	Iteration 30Q: 3 clusters Score -318857.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -318870.718750 Penalty: 3973.960938
	Iteration 31Q: 3 clusters Score -318870.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -318887.781250 Penalty: 3973.960938
	Iteration 32Q: 3 clusters Score -318887.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -318911.656250 Penalty: 3973.960938
	Iteration 33Q: 3 clusters Score -318911.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -318933.156250 Penalty: 3973.960938
	Iteration 34Q: 3 clusters Score -318933.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -318956.250000 Penalty: 3973.960938
	Iteration 35Q: 3 clusters Score -318956.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -318981.968750 Penalty: 3973.960938
	Iteration 36Q: 3 clusters Score -318982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -319001.843750 Penalty: 3973.960938
	Iteration 37Q: 3 clusters Score -319001.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -319016.906250 Penalty: 3973.960938
	Iteration 38Q: 3 clusters Score -319016.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -319029.968750 Penalty: 3973.960938
	Iteration 39Q: 3 clusters Score -319030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -319039.531250 Penalty: 3973.960938
	Iteration 40F: 3 clusters Score -319039.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -319048.437500 Penalty: 3973.960938
	Iteration 41Q: 3 clusters Score -319048.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -319054.968750 Penalty: 3973.960938
	Iteration 42Q: 3 clusters Score -319055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -319057.781250 Penalty: 3973.960938
	Iteration 43Q: 3 clusters Score -319057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -319061.375000 Penalty: 3973.960938
	Iteration 44Q: 3 clusters Score -319061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -319061.812500 Penalty: 3973.960938
	Iteration 45Q: 3 clusters Score -319061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -319063.593750 Penalty: 3973.960938
	Iteration 46Q: 3 clusters Score -319063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -319067.156250 Penalty: 3973.960938
	Iteration 47Q: 3 clusters Score -319067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -319069.968750 Penalty: 3973.960938
	Iteration 48Q: 3 clusters Score -319070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -319077.437500 Penalty: 3973.960938
	Iteration 49Q: 3 clusters Score -319077.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -319084.156250 Penalty: 3973.960938
	Iteration 50Q: 3 clusters Score -319084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -319087.750000 Penalty: 3973.960938
	Iteration 51Q: 3 clusters Score -319087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -319089.656250 Penalty: 3973.960938
	Iteration 52Q: 3 clusters Score -319089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -319089.812500 Penalty: 3973.960938
	Iteration 53Q: 3 clusters Score -319089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -319089.812500 Penalty: 3973.960938
	Iteration 54F: 3 clusters Score -319089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -715765.000000 Penalty: 2175.376953
	Iteration 0F: 2 clusters Score -715765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -710315.937500 Penalty: 4350.753906
	Iteration 0F: 3 clusters Score -710315.9 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -711736.187500 Penalty: 4350.753906
	Iteration 1F: 3 clusters Score -711736.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -711946.312500 Penalty: 4350.753906
	Iteration 2F: 3 clusters Score -711946.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -712085.687500 Penalty: 4350.753906
	Iteration 3Q: 3 clusters Score -712085.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -712186.562500 Penalty: 4350.753906
	Iteration 4Q: 3 clusters Score -712186.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -712264.250000 Penalty: 4350.753906
	Iteration 5Q: 3 clusters Score -712264.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -712331.875000 Penalty: 4350.753906
	Iteration 6Q: 3 clusters Score -712331.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -712387.375000 Penalty: 4350.753906
	Iteration 7Q: 3 clusters Score -712387.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -712420.750000 Penalty: 4350.753906
	Iteration 8Q: 3 clusters Score -712420.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -712453.875000 Penalty: 4350.753906
	Iteration 9Q: 3 clusters Score -712453.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -712483.625000 Penalty: 4350.753906
	Iteration 10Q: 3 clusters Score -712483.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -712510.750000 Penalty: 4350.753906
	Iteration 11Q: 3 clusters Score -712510.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -712539.500000 Penalty: 4350.753906
	Iteration 12Q: 3 clusters Score -712539.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -712561.250000 Penalty: 4350.753906
	Iteration 13Q: 3 clusters Score -712561.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -712584.187500 Penalty: 4350.753906
	Iteration 14Q: 3 clusters Score -712584.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -712611.937500 Penalty: 4350.753906
	Iteration 15Q: 3 clusters Score -712611.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -712640.375000 Penalty: 4350.753906
	Iteration 16Q: 3 clusters Score -712640.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -712673.437500 Penalty: 4350.753906
	Iteration 17Q: 3 clusters Score -712673.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -712705.937500 Penalty: 4350.753906
	Iteration 18Q: 3 clusters Score -712705.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -712750.375000 Penalty: 4350.753906
	Iteration 19Q: 3 clusters Score -712750.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -712793.375000 Penalty: 4350.753906
	Iteration 20F: 3 clusters Score -712793.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -712840.875000 Penalty: 4350.753906
	Iteration 21Q: 3 clusters Score -712840.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -712879.625000 Penalty: 4350.753906
	Iteration 22Q: 3 clusters Score -712879.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -712921.562500 Penalty: 4350.753906
	Iteration 23Q: 3 clusters Score -712921.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -712976.187500 Penalty: 4350.753906
	Iteration 24Q: 3 clusters Score -712976.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -713021.250000 Penalty: 4350.753906
	Iteration 25Q: 3 clusters Score -713021.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -713059.875000 Penalty: 4350.753906
	Iteration 26Q: 3 clusters Score -713059.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -713101.000000 Penalty: 4350.753906
	Iteration 27Q: 3 clusters Score -713101 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -713134.937500 Penalty: 4350.753906
	Iteration 28Q: 3 clusters Score -713134.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -713163.312500 Penalty: 4350.753906
	Iteration 29Q: 3 clusters Score -713163.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -713201.125000 Penalty: 4350.753906
	Iteration 30Q: 3 clusters Score -713201.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -713236.875000 Penalty: 4350.753906
	Iteration 31Q: 3 clusters Score -713236.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -713270.375000 Penalty: 4350.753906
	Iteration 32Q: 3 clusters Score -713270.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -713306.500000 Penalty: 4350.753906
	Iteration 33Q: 3 clusters Score -713306.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -713340.312500 Penalty: 4350.753906
	Iteration 34Q: 3 clusters Score -713340.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -713368.062500 Penalty: 4350.753906
	Iteration 35Q: 3 clusters Score -713368.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -713400.250000 Penalty: 4350.753906
	Iteration 36Q: 3 clusters Score -713400.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -713430.562500 Penalty: 4350.753906
	Iteration 37Q: 3 clusters Score -713430.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -713452.000000 Penalty: 4350.753906
	Iteration 38Q: 3 clusters Score -713452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -713472.375000 Penalty: 4350.753906
	Iteration 39Q: 3 clusters Score -713472.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -713490.000000 Penalty: 4350.753906
	Iteration 40F: 3 clusters Score -713490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -713508.375000 Penalty: 4350.753906
	Iteration 41Q: 3 clusters Score -713508.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -713530.812500 Penalty: 4350.753906
	Iteration 42Q: 3 clusters Score -713530.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -713550.312500 Penalty: 4350.753906
	Iteration 43Q: 3 clusters Score -713550.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -713578.250000 Penalty: 4350.753906
	Iteration 44Q: 3 clusters Score -713578.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -713595.750000 Penalty: 4350.753906
	Iteration 45Q: 3 clusters Score -713595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -713606.937500 Penalty: 4350.753906
	Iteration 46Q: 3 clusters Score -713606.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -713615.500000 Penalty: 4350.753906
	Iteration 47Q: 3 clusters Score -713615.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -713626.750000 Penalty: 4350.753906
	Iteration 48Q: 3 clusters Score -713626.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -713643.562500 Penalty: 4350.753906
	Iteration 49Q: 3 clusters Score -713643.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -713662.375000 Penalty: 4350.753906
	Iteration 50Q: 3 clusters Score -713662.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -713678.125000 Penalty: 4350.753906
	Iteration 51Q: 3 clusters Score -713678.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -713696.687500 Penalty: 4350.753906
	Iteration 52Q: 3 clusters Score -713696.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -713716.687500 Penalty: 4350.753906
	Iteration 53Q: 3 clusters Score -713716.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -713731.375000 Penalty: 4350.753906
	Iteration 54Q: 3 clusters Score -713731.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -713747.437500 Penalty: 4350.753906
	Iteration 55Q: 3 clusters Score -713747.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -713759.562500 Penalty: 4350.753906
	Iteration 56Q: 3 clusters Score -713759.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -713772.312500 Penalty: 4350.753906
	Iteration 57Q: 3 clusters Score -713772.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -713789.625000 Penalty: 4350.753906
	Iteration 58Q: 3 clusters Score -713789.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -713802.375000 Penalty: 4350.753906
	Iteration 59Q: 3 clusters Score -713802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -713811.812500 Penalty: 4350.753906
	Iteration 60F: 3 clusters Score -713811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -713815.812500 Penalty: 4350.753906
	Iteration 61Q: 3 clusters Score -713815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -713818.937500 Penalty: 4350.753906
	Iteration 62Q: 3 clusters Score -713818.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -713824.687500 Penalty: 4350.753906
	Iteration 63Q: 3 clusters Score -713824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -713827.625000 Penalty: 4350.753906
	Iteration 64Q: 3 clusters Score -713827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -713829.250000 Penalty: 4350.753906
	Iteration 65Q: 3 clusters Score -713829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -713830.500000 Penalty: 4350.753906
	Iteration 66Q: 3 clusters Score -713830.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -713832.625000 Penalty: 4350.753906
	Iteration 67Q: 3 clusters Score -713832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -713832.625000 Penalty: 4350.753906
	Iteration 68F: 3 clusters Score -713832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Entering Unmasked Estep 
Score: -795396.875000 Penalty: 2219.442627
	Iteration 0F: 2 clusters Score -795396.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -789150.000000 Penalty: 4438.885254
	Iteration 0F: 3 clusters Score -789150 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -790893.437500 Penalty: 4438.885254
	Iteration 1F: 3 clusters Score -790893.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -791234.625000 Penalty: 4438.885254
	Iteration 2F: 3 clusters Score -791234.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -791481.562500 Penalty: 4438.885254
	Iteration 3F: 3 clusters Score -791481.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -791676.250000 Penalty: 4438.885254
	Iteration 4Q: 3 clusters Score -791676.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -791835.937500 Penalty: 4438.885254
	Iteration 5Q: 3 clusters Score -791835.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -791984.312500 Penalty: 4438.885254
	Iteration 6Q: 3 clusters Score -791984.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -792139.125000 Penalty: 4438.885254
	Iteration 7Q: 3 clusters Score -792139.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -792268.312500 Penalty: 4438.885254
	Iteration 8Q: 3 clusters Score -792268.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -792377.062500 Penalty: 4438.885254
	Iteration 9Q: 3 clusters Score -792377.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -792463.875000 Penalty: 4438.885254
	Iteration 10Q: 3 clusters Score -792463.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -792540.562500 Penalty: 4438.885254
	Iteration 11Q: 3 clusters Score -792540.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -792613.187500 Penalty: 4438.885254
	Iteration 12Q: 3 clusters Score -792613.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -792679.625000 Penalty: 4438.885254
	Iteration 13Q: 3 clusters Score -792679.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -792729.250000 Penalty: 4438.885254
	Iteration 14Q: 3 clusters Score -792729.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -792790.687500 Penalty: 4438.885254
	Iteration 15Q: 3 clusters Score -792790.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -792846.187500 Penalty: 4438.885254
	Iteration 16Q: 3 clusters Score -792846.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -792897.750000 Penalty: 4438.885254
	Iteration 17Q: 3 clusters Score -792897.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -792944.875000 Penalty: 4438.885254
	Iteration 18Q: 3 clusters Score -792944.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -792989.625000 Penalty: 4438.885254
	Iteration 19Q: 3 clusters Score -792989.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -793027.187500 Penalty: 4438.885254
	Iteration 20F: 3 clusters Score -793027.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -793054.250000 Penalty: 4438.885254
	Iteration 21Q: 3 clusters Score -793054.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -793081.125000 Penalty: 4438.885254
	Iteration 22Q: 3 clusters Score -793081.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -793118.375000 Penalty: 4438.885254
	Iteration 23Q: 3 clusters Score -793118.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -793156.375000 Penalty: 4438.885254
	Iteration 24Q: 3 clusters Score -793156.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -793184.687500 Penalty: 4438.885254
	Iteration 25Q: 3 clusters Score -793184.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -793212.437500 Penalty: 4438.885254
	Iteration 26Q: 3 clusters Score -793212.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -793240.437500 Penalty: 4438.885254
	Iteration 27Q: 3 clusters Score -793240.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -793262.062500 Penalty: 4438.885254
	Iteration 28Q: 3 clusters Score -793262.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -793287.812500 Penalty: 4438.885254
	Iteration 29Q: 3 clusters Score -793287.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -793308.937500 Penalty: 4438.885254
	Iteration 30Q: 3 clusters Score -793308.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -793326.000000 Penalty: 4438.885254
	Iteration 31Q: 3 clusters Score -793326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -793347.437500 Penalty: 4438.885254
	Iteration 32Q: 3 clusters Score -793347.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -793367.875000 Penalty: 4438.885254
	Iteration 33Q: 3 clusters Score -793367.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -793387.687500 Penalty: 4438.885254
	Iteration 34Q: 3 clusters Score -793387.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -793404.937500 Penalty: 4438.885254
	Iteration 35Q: 3 clusters Score -793404.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -793417.312500 Penalty: 4438.885254
	Iteration 36Q: 3 clusters Score -793417.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -793433.125000 Penalty: 4438.885254
	Iteration 37Q: 3 clusters Score -793433.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -793455.500000 Penalty: 4438.885254
	Iteration 38Q: 3 clusters Score -793455.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -793471.187500 Penalty: 4438.885254
	Iteration 39Q: 3 clusters Score -793471.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -793488.937500 Penalty: 4438.885254
	Iteration 40F: 3 clusters Score -793488.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -793504.875000 Penalty: 4438.885254
	Iteration 41Q: 3 clusters Score -793504.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -793515.312500 Penalty: 4438.885254
	Iteration 42Q: 3 clusters Score -793515.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -793530.375000 Penalty: 4438.885254
	Iteration 43Q: 3 clusters Score -793530.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -793539.937500 Penalty: 4438.885254
	Iteration 44Q: 3 clusters Score -793539.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -793554.062500 Penalty: 4438.885254
	Iteration 45Q: 3 clusters Score -793554.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -793566.000000 Penalty: 4438.885254
	Iteration 46Q: 3 clusters Score -793566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -793575.250000 Penalty: 4438.885254
	Iteration 47Q: 3 clusters Score -793575.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -793583.000000 Penalty: 4438.885254
	Iteration 48Q: 3 clusters Score -793583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -793591.187500 Penalty: 4438.885254
	Iteration 49Q: 3 clusters Score -793591.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -793597.937500 Penalty: 4438.885254
	Iteration 50Q: 3 clusters Score -793597.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -793604.375000 Penalty: 4438.885254
	Iteration 51Q: 3 clusters Score -793604.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -793614.500000 Penalty: 4438.885254
	Iteration 52Q: 3 clusters Score -793614.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -793618.000000 Penalty: 4438.885254
	Iteration 53Q: 3 clusters Score -793618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -793622.875000 Penalty: 4438.885254
	Iteration 54Q: 3 clusters Score -793622.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -793627.875000 Penalty: 4438.885254
	Iteration 55Q: 3 clusters Score -793627.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -793631.750000 Penalty: 4438.885254
	Iteration 56Q: 3 clusters Score -793631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -793633.500000 Penalty: 4438.885254
	Iteration 57Q: 3 clusters Score -793633.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -793638.812500 Penalty: 4438.885254
	Iteration 58Q: 3 clusters Score -793638.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -793643.375000 Penalty: 4438.885254
	Iteration 59Q: 3 clusters Score -793643.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -793651.312500 Penalty: 4438.885254
	Iteration 60F: 3 clusters Score -793651.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -793658.437500 Penalty: 4438.885254
	Iteration 61Q: 3 clusters Score -793658.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -793669.250000 Penalty: 4438.885254
	Iteration 62Q: 3 clusters Score -793669.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -793674.437500 Penalty: 4438.885254
	Iteration 63Q: 3 clusters Score -793674.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -793685.875000 Penalty: 4438.885254
	Iteration 64Q: 3 clusters Score -793685.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -793691.687500 Penalty: 4438.885254
	Iteration 65Q: 3 clusters Score -793691.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -793701.562500 Penalty: 4438.885254
	Iteration 66Q: 3 clusters Score -793701.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -793705.937500 Penalty: 4438.885254
	Iteration 67Q: 3 clusters Score -793705.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -793709.937500 Penalty: 4438.885254
	Iteration 68Q: 3 clusters Score -793709.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -793713.437500 Penalty: 4438.885254
	Iteration 69Q: 3 clusters Score -793713.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -793717.312500 Penalty: 4438.885254
	Iteration 70Q: 3 clusters Score -793717.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -793719.625000 Penalty: 4438.885254
	Iteration 71Q: 3 clusters Score -793719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -793721.625000 Penalty: 4438.885254
	Iteration 72Q: 3 clusters Score -793721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -793722.812500 Penalty: 4438.885254
	Iteration 73Q: 3 clusters Score -793722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -793725.062500 Penalty: 4438.885254
	Iteration 74Q: 3 clusters Score -793725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -793724.562500 Penalty: 4438.885254
	Iteration 75Q: 3 clusters Score -793724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -793727.500000 Penalty: 4438.885254
	Iteration 76Q: 3 clusters Score -793727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -793727.250000 Penalty: 4438.885254
	Iteration 77Q: 3 clusters Score -793727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -793729.250000 Penalty: 4438.885254
	Iteration 78Q: 3 clusters Score -793729.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -793729.750000 Penalty: 4438.885254
	Iteration 79Q: 3 clusters Score -793729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -793728.625000 Penalty: 4438.885254
	Iteration 80F: 3 clusters Score -793728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -793728.125000 Penalty: 4438.885254
	Iteration 81Q: 3 clusters Score -793728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -793728.937500 Penalty: 4438.885254
	Iteration 82Q: 3 clusters Score -793728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -793729.500000 Penalty: 4438.885254
	Iteration 83Q: 3 clusters Score -793729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -793730.875000 Penalty: 4438.885254
	Iteration 84Q: 3 clusters Score -793730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -793730.875000 Penalty: 4438.885254
	Iteration 85F: 3 clusters Score -793730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Entering Unmasked Estep 
Score: -1288023.625000 Penalty: 2322.910400
	Iteration 0F: 2 clusters Score -1288024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1279305.875000 Penalty: 4645.820801
	Iteration 0F: 3 clusters Score -1279306 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1282074.125000 Penalty: 4645.820801
	Iteration 1F: 3 clusters Score -1282074 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1282709.500000 Penalty: 4645.820801
	Iteration 2F: 3 clusters Score -1282710 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1283292.250000 Penalty: 4645.820801
	Iteration 3F: 3 clusters Score -1283292 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1283850.125000 Penalty: 4645.820801
	Iteration 4F: 3 clusters Score -1283850 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1284405.125000 Penalty: 4645.820801
	Iteration 5F: 3 clusters Score -1284405 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1284953.875000 Penalty: 4645.820801
	Iteration 6F: 3 clusters Score -1284954 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1285365.875000 Penalty: 4645.820801
	Iteration 7F: 3 clusters Score -1285366 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1285683.000000 Penalty: 4645.820801
	Iteration 8Q: 3 clusters Score -1285683 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1285931.500000 Penalty: 4645.820801
	Iteration 9Q: 3 clusters Score -1285932 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1286125.625000 Penalty: 4645.820801
	Iteration 10Q: 3 clusters Score -1286126 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1286285.250000 Penalty: 4645.820801
	Iteration 11Q: 3 clusters Score -1286285 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1286415.625000 Penalty: 4645.820801
	Iteration 12Q: 3 clusters Score -1286416 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1286515.625000 Penalty: 4645.820801
	Iteration 13Q: 3 clusters Score -1286516 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1286581.500000 Penalty: 4645.820801
	Iteration 14Q: 3 clusters Score -1286582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1286625.125000 Penalty: 4645.820801
	Iteration 15Q: 3 clusters Score -1286625 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1286661.375000 Penalty: 4645.820801
	Iteration 16Q: 3 clusters Score -1286661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1286682.250000 Penalty: 4645.820801
	Iteration 17Q: 3 clusters Score -1286682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1286704.250000 Penalty: 4645.820801
	Iteration 18Q: 3 clusters Score -1286704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1286720.875000 Penalty: 4645.820801
	Iteration 19Q: 3 clusters Score -1286721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1286726.625000 Penalty: 4645.820801
	Iteration 20F: 3 clusters Score -1286727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1286728.375000 Penalty: 4645.820801
	Iteration 21Q: 3 clusters Score -1286728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1286729.375000 Penalty: 4645.820801
	Iteration 22Q: 3 clusters Score -1286729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1286732.625000 Penalty: 4645.820801
	Iteration 23Q: 3 clusters Score -1286733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1286735.500000 Penalty: 4645.820801
	Iteration 24Q: 3 clusters Score -1286736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1286736.875000 Penalty: 4645.820801
	Iteration 25Q: 3 clusters Score -1286737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1286742.500000 Penalty: 4645.820801
	Iteration 26Q: 3 clusters Score -1286742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1286745.125000 Penalty: 4645.820801
	Iteration 27Q: 3 clusters Score -1286745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1286745.875000 Penalty: 4645.820801
	Iteration 28Q: 3 clusters Score -1286746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1286746.750000 Penalty: 4645.820801
	Iteration 29Q: 3 clusters Score -1286747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1286746.750000 Penalty: 4645.820801
	Iteration 30F: 3 clusters Score -1286747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Entering Unmasked Estep 
Score: -1106110.875000 Penalty: 2290.385010
	Iteration 0F: 2 clusters Score -1106111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1098308.875000 Penalty: 4580.770020
	Iteration 0F: 3 clusters Score -1098309 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1100679.625000 Penalty: 4580.770020
	Iteration 1F: 3 clusters Score -1100680 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1101064.250000 Penalty: 4580.770020
	Iteration 2F: 3 clusters Score -1101064 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1101373.000000 Penalty: 4580.770020
	Iteration 3F: 3 clusters Score -1101373 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1101665.000000 Penalty: 4580.770020
	Iteration 4Q: 3 clusters Score -1101665 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1101906.500000 Penalty: 4580.770020
	Iteration 5Q: 3 clusters Score -1101906 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1102121.250000 Penalty: 4580.770020
	Iteration 6Q: 3 clusters Score -1102121 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1102332.375000 Penalty: 4580.770020
	Iteration 7Q: 3 clusters Score -1102332 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1102587.500000 Penalty: 4580.770020
	Iteration 8Q: 3 clusters Score -1102588 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1102892.125000 Penalty: 4580.770020
	Iteration 9Q: 3 clusters Score -1102892 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1103276.250000 Penalty: 4580.770020
	Iteration 10Q: 3 clusters Score -1103276 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1103781.250000 Penalty: 4580.770020
	Iteration 11Q: 3 clusters Score -1103781 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1104390.625000 Penalty: 4580.770020
	Iteration 12Q: 3 clusters Score -1104391 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1104886.500000 Penalty: 4580.770020
	Iteration 13Q: 3 clusters Score -1104886 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1105168.375000 Penalty: 4580.770020
	Iteration 14Q: 3 clusters Score -1105168 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1105319.125000 Penalty: 4580.770020
	Iteration 15Q: 3 clusters Score -1105319 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1105407.625000 Penalty: 4580.770020
	Iteration 16Q: 3 clusters Score -1105408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1105444.250000 Penalty: 4580.770020
	Iteration 17Q: 3 clusters Score -1105444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1105467.125000 Penalty: 4580.770020
	Iteration 18Q: 3 clusters Score -1105467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1105492.000000 Penalty: 4580.770020
	Iteration 19Q: 3 clusters Score -1105492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1105505.375000 Penalty: 4580.770020
	Iteration 20F: 3 clusters Score -1105505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1105512.625000 Penalty: 4580.770020
	Iteration 21Q: 3 clusters Score -1105513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1105523.250000 Penalty: 4580.770020
	Iteration 22Q: 3 clusters Score -1105523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1105528.500000 Penalty: 4580.770020
	Iteration 23Q: 3 clusters Score -1105528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1105531.875000 Penalty: 4580.770020
	Iteration 24Q: 3 clusters Score -1105532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1105537.625000 Penalty: 4580.770020
	Iteration 25Q: 3 clusters Score -1105538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1105537.500000 Penalty: 4580.770020
	Iteration 26Q: 3 clusters Score -1105538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1105539.250000 Penalty: 4580.770020
	Iteration 27Q: 3 clusters Score -1105539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1105545.375000 Penalty: 4580.770020
	Iteration 28Q: 3 clusters Score -1105545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1105544.250000 Penalty: 4580.770020
	Iteration 29Q: 3 clusters Score -1105544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1105547.125000 Penalty: 4580.770020
	Iteration 30Q: 3 clusters Score -1105547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1105550.000000 Penalty: 4580.770020
	Iteration 31Q: 3 clusters Score -1105550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1105550.375000 Penalty: 4580.770020
	Iteration 32Q: 3 clusters Score -1105550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1105551.250000 Penalty: 4580.770020
	Iteration 33Q: 3 clusters Score -1105551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1105551.375000 Penalty: 4580.770020
	Iteration 34Q: 3 clusters Score -1105551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1105551.000000 Penalty: 4580.770020
	Iteration 35Q: 3 clusters Score -1105551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1105551.875000 Penalty: 4580.770020
	Iteration 36Q: 3 clusters Score -1105552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1105556.375000 Penalty: 4580.770020
	Iteration 37Q: 3 clusters Score -1105556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1105554.250000 Penalty: 4580.770020
	Iteration 38Q: 3 clusters Score -1105554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1105554.750000 Penalty: 4580.770020
	Iteration 39Q: 3 clusters Score -1105555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1105555.625000 Penalty: 4580.770020
	Iteration 40F: 3 clusters Score -1105556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1105556.375000 Penalty: 4580.770020
	Iteration 41Q: 3 clusters Score -1105556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1105554.000000 Penalty: 4580.770020
	Iteration 42Q: 3 clusters Score -1105554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1105556.750000 Penalty: 4580.770020
	Iteration 43Q: 3 clusters Score -1105557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1105555.750000 Penalty: 4580.770020
	Iteration 44Q: 3 clusters Score -1105556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1105558.875000 Penalty: 4580.770020
	Iteration 45Q: 3 clusters Score -1105559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1105557.250000 Penalty: 4580.770020
	Iteration 46Q: 3 clusters Score -1105557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1105558.250000 Penalty: 4580.770020
	Iteration 47Q: 3 clusters Score -1105558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1105557.250000 Penalty: 4580.770020
	Iteration 48Q: 3 clusters Score -1105557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1105561.000000 Penalty: 4580.770020
	Iteration 49Q: 3 clusters Score -1105561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1105560.750000 Penalty: 4580.770020
	Iteration 50Q: 3 clusters Score -1105561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1105561.875000 Penalty: 4580.770020
	Iteration 51Q: 3 clusters Score -1105562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1105562.750000 Penalty: 4580.770020
	Iteration 52Q: 3 clusters Score -1105563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1105567.125000 Penalty: 4580.770020
	Iteration 53Q: 3 clusters Score -1105567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1105568.375000 Penalty: 4580.770020
	Iteration 54Q: 3 clusters Score -1105568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1105566.750000 Penalty: 4580.770020
	Iteration 55Q: 3 clusters Score -1105567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1105566.125000 Penalty: 4580.770020
	Iteration 56Q: 3 clusters Score -1105566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1105566.125000 Penalty: 4580.770020
	Iteration 57Q: 3 clusters Score -1105566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1105566.250000 Penalty: 4580.770020
	Iteration 58Q: 3 clusters Score -1105566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1105566.250000 Penalty: 4580.770020
	Iteration 59Q: 3 clusters Score -1105566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1105565.375000 Penalty: 4580.770020
	Iteration 60F: 3 clusters Score -1105565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1105568.000000 Penalty: 4580.770020
	Iteration 61Q: 3 clusters Score -1105568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1105568.125000 Penalty: 4580.770020
	Iteration 62Q: 3 clusters Score -1105568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1105568.250000 Penalty: 4580.770020
	Iteration 63Q: 3 clusters Score -1105568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1105568.375000 Penalty: 4580.770020
	Iteration 64Q: 3 clusters Score -1105568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1105571.000000 Penalty: 4580.770020
	Iteration 65Q: 3 clusters Score -1105571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1105572.125000 Penalty: 4580.770020
	Iteration 66Q: 3 clusters Score -1105572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1105571.500000 Penalty: 4580.770020
	Iteration 67Q: 3 clusters Score -1105572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1105572.375000 Penalty: 4580.770020
	Iteration 68Q: 3 clusters Score -1105572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1105576.125000 Penalty: 4580.770020
	Iteration 69Q: 3 clusters Score -1105576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1105575.750000 Penalty: 4580.770020
	Iteration 70Q: 3 clusters Score -1105576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1105575.625000 Penalty: 4580.770020
	Iteration 71Q: 3 clusters Score -1105576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1105575.375000 Penalty: 4580.770020
	Iteration 72Q: 3 clusters Score -1105575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1105575.375000 Penalty: 4580.770020
	Iteration 73F: 3 clusters Score -1105575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -472298.281250 Penalty: 2084.863770
	Iteration 0F: 2 clusters Score -472298.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -468099.343750 Penalty: 4169.727539
	Iteration 0F: 3 clusters Score -468099.3 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -469144.781250 Penalty: 4169.727539
	Iteration 1F: 3 clusters Score -469144.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -469407.375000 Penalty: 4169.727539
	Iteration 2F: 3 clusters Score -469407.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -469649.000000 Penalty: 4169.727539
	Iteration 3F: 3 clusters Score -469649 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -469897.312500 Penalty: 4169.727539
	Iteration 4F: 3 clusters Score -469897.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -470149.968750 Penalty: 4169.727539
	Iteration 5F: 3 clusters Score -470150 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -470406.656250 Penalty: 4169.727539
	Iteration 6F: 3 clusters Score -470406.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -470568.968750 Penalty: 4169.727539
	Iteration 7Q: 3 clusters Score -470569 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -470678.468750 Penalty: 4169.727539
	Iteration 8Q: 3 clusters Score -470678.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -470760.562500 Penalty: 4169.727539
	Iteration 9Q: 3 clusters Score -470760.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -470813.375000 Penalty: 4169.727539
	Iteration 10Q: 3 clusters Score -470813.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -470853.875000 Penalty: 4169.727539
	Iteration 11Q: 3 clusters Score -470853.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -470906.343750 Penalty: 4169.727539
	Iteration 12Q: 3 clusters Score -470906.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -470951.375000 Penalty: 4169.727539
	Iteration 13Q: 3 clusters Score -470951.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -470989.593750 Penalty: 4169.727539
	Iteration 14Q: 3 clusters Score -470989.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -471032.562500 Penalty: 4169.727539
	Iteration 15Q: 3 clusters Score -471032.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -471073.468750 Penalty: 4169.727539
	Iteration 16Q: 3 clusters Score -471073.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -471106.687500 Penalty: 4169.727539
	Iteration 17Q: 3 clusters Score -471106.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -471151.312500 Penalty: 4169.727539
	Iteration 18Q: 3 clusters Score -471151.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -471205.656250 Penalty: 4169.727539
	Iteration 19Q: 3 clusters Score -471205.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -471303.593750 Penalty: 4169.727539
	Iteration 20F: 3 clusters Score -471303.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -471432.750000 Penalty: 4169.727539
	Iteration 21Q: 3 clusters Score -471432.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -471551.750000 Penalty: 4169.727539
	Iteration 22Q: 3 clusters Score -471551.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -471628.593750 Penalty: 4169.727539
	Iteration 23Q: 3 clusters Score -471628.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -471673.531250 Penalty: 4169.727539
	Iteration 24Q: 3 clusters Score -471673.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -471702.625000 Penalty: 4169.727539
	Iteration 25Q: 3 clusters Score -471702.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -471717.593750 Penalty: 4169.727539
	Iteration 26Q: 3 clusters Score -471717.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -471726.343750 Penalty: 4169.727539
	Iteration 27Q: 3 clusters Score -471726.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -471733.250000 Penalty: 4169.727539
	Iteration 28Q: 3 clusters Score -471733.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -471739.468750 Penalty: 4169.727539
	Iteration 29Q: 3 clusters Score -471739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -471741.593750 Penalty: 4169.727539
	Iteration 30Q: 3 clusters Score -471741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -471743.062500 Penalty: 4169.727539
	Iteration 31Q: 3 clusters Score -471743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -471744.343750 Penalty: 4169.727539
	Iteration 32Q: 3 clusters Score -471744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -471745.250000 Penalty: 4169.727539
	Iteration 33Q: 3 clusters Score -471745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -471746.125000 Penalty: 4169.727539
	Iteration 34Q: 3 clusters Score -471746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -471746.031250 Penalty: 4169.727539
	Iteration 35Q: 3 clusters Score -471746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -471746.031250 Penalty: 4169.727539
	Iteration 36F: 3 clusters Score -471746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Entering Unmasked Estep 
Score: -1395671.750000 Penalty: 2339.384766
	Iteration 0F: 2 clusters Score -1395672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1386363.000000 Penalty: 4678.769531
	Iteration 0F: 3 clusters Score -1386363 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1389346.000000 Penalty: 4678.769531
	Iteration 1F: 3 clusters Score -1389346 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1389702.375000 Penalty: 4678.769531
	Iteration 2F: 3 clusters Score -1389702 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1389972.250000 Penalty: 4678.769531
	Iteration 3F: 3 clusters Score -1389972 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1390227.375000 Penalty: 4678.769531
	Iteration 4Q: 3 clusters Score -1390227 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1390490.250000 Penalty: 4678.769531
	Iteration 5Q: 3 clusters Score -1390490 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1390748.375000 Penalty: 4678.769531
	Iteration 6Q: 3 clusters Score -1390748 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1390989.500000 Penalty: 4678.769531
	Iteration 7Q: 3 clusters Score -1390990 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1391239.375000 Penalty: 4678.769531
	Iteration 8Q: 3 clusters Score -1391239 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1391520.750000 Penalty: 4678.769531
	Iteration 9Q: 3 clusters Score -1391521 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1391847.625000 Penalty: 4678.769531
	Iteration 10Q: 3 clusters Score -1391848 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1392178.750000 Penalty: 4678.769531
	Iteration 11Q: 3 clusters Score -1392179 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1392560.375000 Penalty: 4678.769531
	Iteration 12Q: 3 clusters Score -1392560 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1392968.625000 Penalty: 4678.769531
	Iteration 13Q: 3 clusters Score -1392969 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1393364.500000 Penalty: 4678.769531
	Iteration 14Q: 3 clusters Score -1393364 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1393696.750000 Penalty: 4678.769531
	Iteration 15Q: 3 clusters Score -1393697 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1393915.875000 Penalty: 4678.769531
	Iteration 16Q: 3 clusters Score -1393916 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1394034.750000 Penalty: 4678.769531
	Iteration 17Q: 3 clusters Score -1394035 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1394096.250000 Penalty: 4678.769531
	Iteration 18Q: 3 clusters Score -1394096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1394133.875000 Penalty: 4678.769531
	Iteration 19Q: 3 clusters Score -1394134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1394160.000000 Penalty: 4678.769531
	Iteration 20F: 3 clusters Score -1394160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1394180.125000 Penalty: 4678.769531
	Iteration 21Q: 3 clusters Score -1394180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1394197.500000 Penalty: 4678.769531
	Iteration 22Q: 3 clusters Score -1394198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1394210.625000 Penalty: 4678.769531
	Iteration 23Q: 3 clusters Score -1394211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1394220.375000 Penalty: 4678.769531
	Iteration 24Q: 3 clusters Score -1394220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1394223.500000 Penalty: 4678.769531
	Iteration 25Q: 3 clusters Score -1394224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1394225.750000 Penalty: 4678.769531
	Iteration 26Q: 3 clusters Score -1394226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1394227.250000 Penalty: 4678.769531
	Iteration 27Q: 3 clusters Score -1394227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1394228.875000 Penalty: 4678.769531
	Iteration 28Q: 3 clusters Score -1394229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1394231.125000 Penalty: 4678.769531
	Iteration 29Q: 3 clusters Score -1394231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1394230.750000 Penalty: 4678.769531
	Iteration 30Q: 3 clusters Score -1394231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1394235.625000 Penalty: 4678.769531
	Iteration 31Q: 3 clusters Score -1394236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1394233.000000 Penalty: 4678.769531
	Iteration 32Q: 3 clusters Score -1394233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1394237.375000 Penalty: 4678.769531
	Iteration 33Q: 3 clusters Score -1394237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1394238.250000 Penalty: 4678.769531
	Iteration 34Q: 3 clusters Score -1394238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1394237.625000 Penalty: 4678.769531
	Iteration 35Q: 3 clusters Score -1394238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1394235.875000 Penalty: 4678.769531
	Iteration 36Q: 3 clusters Score -1394236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1394241.375000 Penalty: 4678.769531
	Iteration 37Q: 3 clusters Score -1394241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1394239.625000 Penalty: 4678.769531
	Iteration 38Q: 3 clusters Score -1394240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1394246.250000 Penalty: 4678.769531
	Iteration 39Q: 3 clusters Score -1394246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1394247.375000 Penalty: 4678.769531
	Iteration 40F: 3 clusters Score -1394247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1394246.750000 Penalty: 4678.769531
	Iteration 41Q: 3 clusters Score -1394247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1394248.500000 Penalty: 4678.769531
	Iteration 42Q: 3 clusters Score -1394248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1394254.125000 Penalty: 4678.769531
	Iteration 43Q: 3 clusters Score -1394254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1394251.875000 Penalty: 4678.769531
	Iteration 44Q: 3 clusters Score -1394252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1394252.500000 Penalty: 4678.769531
	Iteration 45Q: 3 clusters Score -1394252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1394256.750000 Penalty: 4678.769531
	Iteration 46Q: 3 clusters Score -1394257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1394257.500000 Penalty: 4678.769531
	Iteration 47Q: 3 clusters Score -1394258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1394254.875000 Penalty: 4678.769531
	Iteration 48Q: 3 clusters Score -1394255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1394260.375000 Penalty: 4678.769531
	Iteration 49Q: 3 clusters Score -1394260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1394262.000000 Penalty: 4678.769531
	Iteration 50Q: 3 clusters Score -1394262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1394261.750000 Penalty: 4678.769531
	Iteration 51Q: 3 clusters Score -1394262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1394261.750000 Penalty: 4678.769531
	Iteration 52F: 3 clusters Score -1394262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Entering Unmasked Estep 
Score: -4601085.500000 Penalty: 2630.807373
	Iteration 0F: 2 clusters Score -4601086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4573488.000000 Penalty: 5261.614746
	Iteration 0F: 3 clusters Score -4573488 nChanged 18659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4583816.000000 Penalty: 5261.614746
	Iteration 1F: 3 clusters Score -4583816 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4584384.000000 Penalty: 5261.614746
	Iteration 2Q: 3 clusters Score -4584384 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4584924.500000 Penalty: 5261.614746
	Iteration 3Q: 3 clusters Score -4584924 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -4585425.500000 Penalty: 5261.614746
	Iteration 4Q: 3 clusters Score -4585426 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4586186.500000 Penalty: 5261.614746
	Iteration 5Q: 3 clusters Score -4586186 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4587332.000000 Penalty: 5261.614746
	Iteration 6Q: 3 clusters Score -4587332 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4589121.000000 Penalty: 5261.614746
	Iteration 7F: 3 clusters Score -4589121 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4591820.000000 Penalty: 5261.614746
	Iteration 8F: 3 clusters Score -4591820 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4594998.500000 Penalty: 5261.614746
	Iteration 9F: 3 clusters Score -4594998 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4597485.500000 Penalty: 5261.614746
	Iteration 10F: 3 clusters Score -4597486 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4598914.000000 Penalty: 5261.614746
	Iteration 11Q: 3 clusters Score -4598914 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -4599651.000000 Penalty: 5261.614746
	Iteration 12Q: 3 clusters Score -4599651 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4600145.000000 Penalty: 5261.614746
	Iteration 13Q: 3 clusters Score -4600145 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -4600473.000000 Penalty: 5261.614746
	Iteration 14Q: 3 clusters Score -4600473 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -4600779.500000 Penalty: 5261.614746
	Iteration 15Q: 3 clusters Score -4600780 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -4600997.000000 Penalty: 5261.614746
	Iteration 16Q: 3 clusters Score -4600997 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4601211.000000 Penalty: 5261.614746
	Iteration 17Q: 3 clusters Score -4601211 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -4601398.500000 Penalty: 5261.614746
	Iteration 18Q: 3 clusters Score -4601398 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -4601554.000000 Penalty: 5261.614746
	Iteration 19Q: 3 clusters Score -4601554 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -4601644.500000 Penalty: 5261.614746
	Iteration 20F: 3 clusters Score -4601644 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4601700.500000 Penalty: 5261.614746
	Iteration 21Q: 3 clusters Score -4601700 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4601748.500000 Penalty: 5261.614746
	Iteration 22Q: 3 clusters Score -4601748 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -4601791.500000 Penalty: 5261.614746
	Iteration 23Q: 3 clusters Score -4601792 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -4601826.000000 Penalty: 5261.614746
	Iteration 24Q: 3 clusters Score -4601826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -4601838.000000 Penalty: 5261.614746
	Iteration 25Q: 3 clusters Score -4601838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -4601856.000000 Penalty: 5261.614746
	Iteration 26Q: 3 clusters Score -4601856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -4601856.500000 Penalty: 5261.614746
	Iteration 27Q: 3 clusters Score -4601856 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4601858.500000 Penalty: 5261.614746
	Iteration 28Q: 3 clusters Score -4601858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -4601858.000000 Penalty: 5261.614746
	Iteration 29Q: 3 clusters Score -4601858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -4601851.500000 Penalty: 5261.614746
	Iteration 30Q: 3 clusters Score -4601852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -4601856.000000 Penalty: 5261.614746
	Iteration 31Q: 3 clusters Score -4601856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -4601856.500000 Penalty: 5261.614746
	Iteration 32Q: 3 clusters Score -4601856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4601868.000000 Penalty: 5261.614746
	Iteration 33Q: 3 clusters Score -4601868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4601865.500000 Penalty: 5261.614746
	Iteration 34Q: 3 clusters Score -4601866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -4601890.500000 Penalty: 5261.614746
	Iteration 35Q: 3 clusters Score -4601890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4601902.000000 Penalty: 5261.614746
	Iteration 36Q: 3 clusters Score -4601902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4601908.500000 Penalty: 5261.614746
	Iteration 37Q: 3 clusters Score -4601908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -4601914.500000 Penalty: 5261.614746
	Iteration 38Q: 3 clusters Score -4601914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -4601917.000000 Penalty: 5261.614746
	Iteration 39Q: 3 clusters Score -4601917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -4601909.500000 Penalty: 5261.614746
	Iteration 40F: 3 clusters Score -4601910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4601915.500000 Penalty: 5261.614746
	Iteration 41Q: 3 clusters Score -4601916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4601904.500000 Penalty: 5261.614746
	Iteration 42Q: 3 clusters Score -4601904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4601902.500000 Penalty: 5261.614746
	Iteration 43Q: 3 clusters Score -4601902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4601904.000000 Penalty: 5261.614746
	Iteration 44Q: 3 clusters Score -4601904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4601899.500000 Penalty: 5261.614746
	Iteration 45Q: 3 clusters Score -4601900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4601905.500000 Penalty: 5261.614746
	Iteration 46Q: 3 clusters Score -4601906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4601903.000000 Penalty: 5261.614746
	Iteration 47Q: 3 clusters Score -4601903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4601907.000000 Penalty: 5261.614746
	Iteration 48Q: 3 clusters Score -4601907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -4601906.500000 Penalty: 5261.614746
	Iteration 49Q: 3 clusters Score -4601906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -4601911.500000 Penalty: 5261.614746
	Iteration 50Q: 3 clusters Score -4601912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -4601911.000000 Penalty: 5261.614746
	Iteration 51Q: 3 clusters Score -4601911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4601911.500000 Penalty: 5261.614746
	Iteration 52Q: 3 clusters Score -4601912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -4601909.000000 Penalty: 5261.614746
	Iteration 53Q: 3 clusters Score -4601909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -4601913.000000 Penalty: 5261.614746
	Iteration 54Q: 3 clusters Score -4601913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4601905.500000 Penalty: 5261.614746
	Iteration 55Q: 3 clusters Score -4601906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4601902.000000 Penalty: 5261.614746
	Iteration 56Q: 3 clusters Score -4601902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -4601903.500000 Penalty: 5261.614746
	Iteration 57Q: 3 clusters Score -4601904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4601904.500000 Penalty: 5261.614746
	Iteration 58Q: 3 clusters Score -4601904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -4601903.000000 Penalty: 5261.614746
	Iteration 59Q: 3 clusters Score -4601903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -4601903.000000 Penalty: 5261.614746
	Iteration 60F: 3 clusters Score -4601903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27854 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140552 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109653 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 212812 members 
Mstep: Class 16 contains 23749 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 128595 members 
Mstep: Class 20 contains 21575 members 
Mstep: Class 21 contains 20553 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 11691 members 
Mstep: Class 29 contains 10254 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12494 members 
Mstep: Class 32 contains 13337 members 
Mstep: Class 33 contains 9328 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6828 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2478 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 53534 members 
Mstep: Class 45 contains 16107 members 
Mstep: Class 46 contains 41411 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 14580 members 
Mstep: Class 49 contains 3677 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3686 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 6891 members 
Mstep: Class 55 contains 20988 members 
Mstep: Class 56 contains 14859 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 829 members 
Mstep: Class 62 contains 4517 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 893 members 
Mstep: Class 65 contains 27124 members 
Entering Unmasked Estep 
Score: -139290752.000000 Penalty: 226831.578125
Splitting cluster 32 changes total score from -139290704.000000 to -139290752.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 33 (9328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Entering Unmasked Estep 
Score: -1012229.812500 Penalty: 2266.912354
	Iteration 0F: 2 clusters Score -1012230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1005076.437500 Penalty: 4533.824707
	Iteration 0F: 3 clusters Score -1005076 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1007331.312500 Penalty: 4533.824707
	Iteration 1F: 3 clusters Score -1007331 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1007817.937500 Penalty: 4533.824707
	Iteration 2F: 3 clusters Score -1007818 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1008286.375000 Penalty: 4533.824707
	Iteration 3F: 3 clusters Score -1008286 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1008762.375000 Penalty: 4533.824707
	Iteration 4F: 3 clusters Score -1008762 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1009175.312500 Penalty: 4533.824707
	Iteration 5F: 3 clusters Score -1009175 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1009483.875000 Penalty: 4533.824707
	Iteration 6Q: 3 clusters Score -1009484 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1009763.250000 Penalty: 4533.824707
	Iteration 7Q: 3 clusters Score -1009763 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1010009.312500 Penalty: 4533.824707
	Iteration 8Q: 3 clusters Score -1010009 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1010231.750000 Penalty: 4533.824707
	Iteration 9Q: 3 clusters Score -1010232 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1010393.125000 Penalty: 4533.824707
	Iteration 10Q: 3 clusters Score -1010393 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1010517.687500 Penalty: 4533.824707
	Iteration 11Q: 3 clusters Score -1010518 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1010628.437500 Penalty: 4533.824707
	Iteration 12Q: 3 clusters Score -1010628 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1010721.375000 Penalty: 4533.824707
	Iteration 13Q: 3 clusters Score -1010721 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1010790.000000 Penalty: 4533.824707
	Iteration 14Q: 3 clusters Score -1010790 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1010841.500000 Penalty: 4533.824707
	Iteration 15Q: 3 clusters Score -1010842 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1010900.375000 Penalty: 4533.824707
	Iteration 16Q: 3 clusters Score -1010900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1010950.125000 Penalty: 4533.824707
	Iteration 17Q: 3 clusters Score -1010950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1010991.562500 Penalty: 4533.824707
	Iteration 18Q: 3 clusters Score -1010992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1011034.937500 Penalty: 4533.824707
	Iteration 19Q: 3 clusters Score -1011035 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1011058.437500 Penalty: 4533.824707
	Iteration 20F: 3 clusters Score -1011058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1011085.000000 Penalty: 4533.824707
	Iteration 21Q: 3 clusters Score -1011085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1011110.500000 Penalty: 4533.824707
	Iteration 22Q: 3 clusters Score -1011110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1011130.250000 Penalty: 4533.824707
	Iteration 23Q: 3 clusters Score -1011130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1011147.250000 Penalty: 4533.824707
	Iteration 24Q: 3 clusters Score -1011147 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1011167.375000 Penalty: 4533.824707
	Iteration 25Q: 3 clusters Score -1011167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1011181.937500 Penalty: 4533.824707
	Iteration 26Q: 3 clusters Score -1011182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1011188.187500 Penalty: 4533.824707
	Iteration 27Q: 3 clusters Score -1011188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1011197.625000 Penalty: 4533.824707
	Iteration 28Q: 3 clusters Score -1011198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1011207.000000 Penalty: 4533.824707
	Iteration 29Q: 3 clusters Score -1011207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1011218.062500 Penalty: 4533.824707
	Iteration 30Q: 3 clusters Score -1011218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1011221.187500 Penalty: 4533.824707
	Iteration 31Q: 3 clusters Score -1011221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1011225.625000 Penalty: 4533.824707
	Iteration 32Q: 3 clusters Score -1011226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1011228.687500 Penalty: 4533.824707
	Iteration 33Q: 3 clusters Score -1011229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1011229.375000 Penalty: 4533.824707
	Iteration 34Q: 3 clusters Score -1011229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1011232.375000 Penalty: 4533.824707
	Iteration 35Q: 3 clusters Score -1011232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1011231.937500 Penalty: 4533.824707
	Iteration 36Q: 3 clusters Score -1011232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1011232.187500 Penalty: 4533.824707
	Iteration 37Q: 3 clusters Score -1011232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1011233.812500 Penalty: 4533.824707
	Iteration 38Q: 3 clusters Score -1011234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1011233.000000 Penalty: 4533.824707
	Iteration 39Q: 3 clusters Score -1011233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1011237.125000 Penalty: 4533.824707
	Iteration 40F: 3 clusters Score -1011237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1011235.250000 Penalty: 4533.824707
	Iteration 41Q: 3 clusters Score -1011235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1011236.625000 Penalty: 4533.824707
	Iteration 42Q: 3 clusters Score -1011237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1011240.687500 Penalty: 4533.824707
	Iteration 43Q: 3 clusters Score -1011241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1011239.625000 Penalty: 4533.824707
	Iteration 44Q: 3 clusters Score -1011240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1011242.312500 Penalty: 4533.824707
	Iteration 45Q: 3 clusters Score -1011242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1011240.625000 Penalty: 4533.824707
	Iteration 46Q: 3 clusters Score -1011241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1011240.812500 Penalty: 4533.824707
	Iteration 47Q: 3 clusters Score -1011241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1011241.812500 Penalty: 4533.824707
	Iteration 48Q: 3 clusters Score -1011242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1011244.000000 Penalty: 4533.824707
	Iteration 49Q: 3 clusters Score -1011244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1011244.437500 Penalty: 4533.824707
	Iteration 50Q: 3 clusters Score -1011244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1011250.500000 Penalty: 4533.824707
	Iteration 51Q: 3 clusters Score -1011250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1011254.125000 Penalty: 4533.824707
	Iteration 52Q: 3 clusters Score -1011254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1011254.000000 Penalty: 4533.824707
	Iteration 53Q: 3 clusters Score -1011254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1011253.687500 Penalty: 4533.824707
	Iteration 54Q: 3 clusters Score -1011254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1011255.562500 Penalty: 4533.824707
	Iteration 55Q: 3 clusters Score -1011256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1011261.312500 Penalty: 4533.824707
	Iteration 56Q: 3 clusters Score -1011261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1011266.437500 Penalty: 4533.824707
	Iteration 57Q: 3 clusters Score -1011266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1011270.375000 Penalty: 4533.824707
	Iteration 58Q: 3 clusters Score -1011270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1011272.625000 Penalty: 4533.824707
	Iteration 59Q: 3 clusters Score -1011273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1011271.500000 Penalty: 4533.824707
	Iteration 60F: 3 clusters Score -1011272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1011274.687500 Penalty: 4533.824707
	Iteration 61Q: 3 clusters Score -1011275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1011278.500000 Penalty: 4533.824707
	Iteration 62Q: 3 clusters Score -1011278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1011280.687500 Penalty: 4533.824707
	Iteration 63Q: 3 clusters Score -1011281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1011281.125000 Penalty: 4533.824707
	Iteration 64Q: 3 clusters Score -1011281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1011282.625000 Penalty: 4533.824707
	Iteration 65Q: 3 clusters Score -1011283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1011280.875000 Penalty: 4533.824707
	Iteration 66Q: 3 clusters Score -1011281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1011283.312500 Penalty: 4533.824707
	Iteration 67Q: 3 clusters Score -1011283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1011282.812500 Penalty: 4533.824707
	Iteration 68Q: 3 clusters Score -1011283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1011282.500000 Penalty: 4533.824707
	Iteration 69Q: 3 clusters Score -1011282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1011282.812500 Penalty: 4533.824707
	Iteration 70Q: 3 clusters Score -1011283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1011280.687500 Penalty: 4533.824707
	Iteration 71Q: 3 clusters Score -1011281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1011280.687500 Penalty: 4533.824707
	Iteration 72F: 3 clusters Score -1011281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -373615.593750 Penalty: 2015.962402
	Iteration 0F: 2 clusters Score -373615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -370085.343750 Penalty: 4031.924805
	Iteration 0F: 3 clusters Score -370085.3 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -370812.937500 Penalty: 4031.924805
	Iteration 1F: 3 clusters Score -370812.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -371039.531250 Penalty: 4031.924805
	Iteration 2F: 3 clusters Score -371039.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -371198.156250 Penalty: 4031.924805
	Iteration 3F: 3 clusters Score -371198.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -371345.687500 Penalty: 4031.924805
	Iteration 4Q: 3 clusters Score -371345.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -371494.843750 Penalty: 4031.924805
	Iteration 5Q: 3 clusters Score -371494.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -371636.781250 Penalty: 4031.924805
	Iteration 6Q: 3 clusters Score -371636.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -371758.281250 Penalty: 4031.924805
	Iteration 7Q: 3 clusters Score -371758.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -371875.750000 Penalty: 4031.924805
	Iteration 8Q: 3 clusters Score -371875.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -371981.000000 Penalty: 4031.924805
	Iteration 9Q: 3 clusters Score -371981 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -372109.843750 Penalty: 4031.924805
	Iteration 10Q: 3 clusters Score -372109.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -372243.562500 Penalty: 4031.924805
	Iteration 11Q: 3 clusters Score -372243.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -372357.906250 Penalty: 4031.924805
	Iteration 12Q: 3 clusters Score -372357.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -372454.968750 Penalty: 4031.924805
	Iteration 13Q: 3 clusters Score -372455 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -372558.500000 Penalty: 4031.924805
	Iteration 14Q: 3 clusters Score -372558.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -372630.031250 Penalty: 4031.924805
	Iteration 15Q: 3 clusters Score -372630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -372682.875000 Penalty: 4031.924805
	Iteration 16Q: 3 clusters Score -372682.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -372725.031250 Penalty: 4031.924805
	Iteration 17Q: 3 clusters Score -372725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -372751.968750 Penalty: 4031.924805
	Iteration 18Q: 3 clusters Score -372752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -372794.750000 Penalty: 4031.924805
	Iteration 19Q: 3 clusters Score -372794.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -372820.375000 Penalty: 4031.924805
	Iteration 20F: 3 clusters Score -372820.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -372833.062500 Penalty: 4031.924805
	Iteration 21Q: 3 clusters Score -372833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -372838.750000 Penalty: 4031.924805
	Iteration 22Q: 3 clusters Score -372838.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -372843.781250 Penalty: 4031.924805
	Iteration 23Q: 3 clusters Score -372843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -372846.468750 Penalty: 4031.924805
	Iteration 24Q: 3 clusters Score -372846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -372847.875000 Penalty: 4031.924805
	Iteration 25Q: 3 clusters Score -372847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -372848.718750 Penalty: 4031.924805
	Iteration 26Q: 3 clusters Score -372848.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -372851.593750 Penalty: 4031.924805
	Iteration 27Q: 3 clusters Score -372851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -372853.281250 Penalty: 4031.924805
	Iteration 28Q: 3 clusters Score -372853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -372853.468750 Penalty: 4031.924805
	Iteration 29Q: 3 clusters Score -372853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -372853.468750 Penalty: 4031.924805
	Iteration 30F: 3 clusters Score -372853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Entering Unmasked Estep 
Score: -1034242.187500 Penalty: 2276.635986
	Iteration 0F: 2 clusters Score -1034242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1026731.437500 Penalty: 4553.271973
	Iteration 0F: 3 clusters Score -1026731 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1029104.250000 Penalty: 4553.271973
	Iteration 1F: 3 clusters Score -1029104 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1029687.125000 Penalty: 4553.271973
	Iteration 2F: 3 clusters Score -1029687 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1030246.375000 Penalty: 4553.271973
	Iteration 3F: 3 clusters Score -1030246 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1030867.437500 Penalty: 4553.271973
	Iteration 4F: 3 clusters Score -1030867 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1031423.812500 Penalty: 4553.271973
	Iteration 5F: 3 clusters Score -1031424 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1031913.875000 Penalty: 4553.271973
	Iteration 6F: 3 clusters Score -1031914 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1032321.937500 Penalty: 4553.271973
	Iteration 7F: 3 clusters Score -1032322 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1032692.062500 Penalty: 4553.271973
	Iteration 8Q: 3 clusters Score -1032692 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1032983.500000 Penalty: 4553.271973
	Iteration 9Q: 3 clusters Score -1032984 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1033170.312500 Penalty: 4553.271973
	Iteration 10Q: 3 clusters Score -1033170 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1033316.812500 Penalty: 4553.271973
	Iteration 11Q: 3 clusters Score -1033317 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1033410.500000 Penalty: 4553.271973
	Iteration 12Q: 3 clusters Score -1033410 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1033467.687500 Penalty: 4553.271973
	Iteration 13Q: 3 clusters Score -1033468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1033497.750000 Penalty: 4553.271973
	Iteration 14Q: 3 clusters Score -1033498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1033521.250000 Penalty: 4553.271973
	Iteration 15Q: 3 clusters Score -1033521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1033532.375000 Penalty: 4553.271973
	Iteration 16Q: 3 clusters Score -1033532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1033541.500000 Penalty: 4553.271973
	Iteration 17Q: 3 clusters Score -1033542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1033549.000000 Penalty: 4553.271973
	Iteration 18Q: 3 clusters Score -1033549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1033552.187500 Penalty: 4553.271973
	Iteration 19Q: 3 clusters Score -1033552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1033558.437500 Penalty: 4553.271973
	Iteration 20F: 3 clusters Score -1033558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1033560.937500 Penalty: 4553.271973
	Iteration 21Q: 3 clusters Score -1033561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1033566.937500 Penalty: 4553.271973
	Iteration 22Q: 3 clusters Score -1033567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1033566.875000 Penalty: 4553.271973
	Iteration 23Q: 3 clusters Score -1033567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1033570.000000 Penalty: 4553.271973
	Iteration 24Q: 3 clusters Score -1033570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1033568.625000 Penalty: 4553.271973
	Iteration 25Q: 3 clusters Score -1033569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1033569.875000 Penalty: 4553.271973
	Iteration 26Q: 3 clusters Score -1033570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1033569.437500 Penalty: 4553.271973
	Iteration 27Q: 3 clusters Score -1033569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1033569.437500 Penalty: 4553.271973
	Iteration 28F: 3 clusters Score -1033569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Entering Unmasked Estep 
Score: -1309996.500000 Penalty: 2333.377686
	Iteration 0F: 2 clusters Score -1309996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1301011.000000 Penalty: 4666.755371
	Iteration 0F: 3 clusters Score -1301011 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1303825.000000 Penalty: 4666.755371
	Iteration 1F: 3 clusters Score -1303825 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1304206.250000 Penalty: 4666.755371
	Iteration 2F: 3 clusters Score -1304206 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1304512.875000 Penalty: 4666.755371
	Iteration 3F: 3 clusters Score -1304513 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1304811.250000 Penalty: 4666.755371
	Iteration 4Q: 3 clusters Score -1304811 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1305129.875000 Penalty: 4666.755371
	Iteration 5Q: 3 clusters Score -1305130 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1305515.250000 Penalty: 4666.755371
	Iteration 6Q: 3 clusters Score -1305515 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1305980.875000 Penalty: 4666.755371
	Iteration 7Q: 3 clusters Score -1305981 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1306476.500000 Penalty: 4666.755371
	Iteration 8F: 3 clusters Score -1306476 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1306947.500000 Penalty: 4666.755371
	Iteration 9F: 3 clusters Score -1306948 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1307460.875000 Penalty: 4666.755371
	Iteration 10Q: 3 clusters Score -1307461 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1308030.000000 Penalty: 4666.755371
	Iteration 11Q: 3 clusters Score -1308030 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1308476.750000 Penalty: 4666.755371
	Iteration 12Q: 3 clusters Score -1308477 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1308752.250000 Penalty: 4666.755371
	Iteration 13Q: 3 clusters Score -1308752 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1308909.000000 Penalty: 4666.755371
	Iteration 14Q: 3 clusters Score -1308909 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1308988.750000 Penalty: 4666.755371
	Iteration 15Q: 3 clusters Score -1308989 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1309061.000000 Penalty: 4666.755371
	Iteration 16Q: 3 clusters Score -1309061 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1309100.625000 Penalty: 4666.755371
	Iteration 17Q: 3 clusters Score -1309101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1309129.250000 Penalty: 4666.755371
	Iteration 18Q: 3 clusters Score -1309129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1309149.875000 Penalty: 4666.755371
	Iteration 19Q: 3 clusters Score -1309150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1309170.875000 Penalty: 4666.755371
	Iteration 20F: 3 clusters Score -1309171 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1309186.250000 Penalty: 4666.755371
	Iteration 21Q: 3 clusters Score -1309186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1309203.000000 Penalty: 4666.755371
	Iteration 22Q: 3 clusters Score -1309203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1309213.125000 Penalty: 4666.755371
	Iteration 23Q: 3 clusters Score -1309213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1309215.500000 Penalty: 4666.755371
	Iteration 24Q: 3 clusters Score -1309216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1309224.375000 Penalty: 4666.755371
	Iteration 25Q: 3 clusters Score -1309224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1309227.250000 Penalty: 4666.755371
	Iteration 26Q: 3 clusters Score -1309227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1309231.250000 Penalty: 4666.755371
	Iteration 27Q: 3 clusters Score -1309231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1309232.375000 Penalty: 4666.755371
	Iteration 28Q: 3 clusters Score -1309232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1309232.375000 Penalty: 4666.755371
	Iteration 29Q: 3 clusters Score -1309232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1309238.125000 Penalty: 4666.755371
	Iteration 30Q: 3 clusters Score -1309238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1309239.500000 Penalty: 4666.755371
	Iteration 31Q: 3 clusters Score -1309240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1309241.250000 Penalty: 4666.755371
	Iteration 32Q: 3 clusters Score -1309241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1309243.000000 Penalty: 4666.755371
	Iteration 33Q: 3 clusters Score -1309243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1309244.875000 Penalty: 4666.755371
	Iteration 34Q: 3 clusters Score -1309245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1309244.875000 Penalty: 4666.755371
	Iteration 35F: 3 clusters Score -1309245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -756434.625000 Penalty: 2189.539062
	Iteration 0F: 2 clusters Score -756434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -750778.625000 Penalty: 4379.078125
	Iteration 0F: 3 clusters Score -750778.6 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -752369.437500 Penalty: 4379.078125
	Iteration 1F: 3 clusters Score -752369.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -752715.500000 Penalty: 4379.078125
	Iteration 2F: 3 clusters Score -752715.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -752976.500000 Penalty: 4379.078125
	Iteration 3F: 3 clusters Score -752976.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -753269.062500 Penalty: 4379.078125
	Iteration 4F: 3 clusters Score -753269.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -753577.687500 Penalty: 4379.078125
	Iteration 5F: 3 clusters Score -753577.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -753860.000000 Penalty: 4379.078125
	Iteration 6Q: 3 clusters Score -753860 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -754140.312500 Penalty: 4379.078125
	Iteration 7Q: 3 clusters Score -754140.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -754426.000000 Penalty: 4379.078125
	Iteration 8Q: 3 clusters Score -754426 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -754683.250000 Penalty: 4379.078125
	Iteration 9Q: 3 clusters Score -754683.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -754886.562500 Penalty: 4379.078125
	Iteration 10Q: 3 clusters Score -754886.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -755003.562500 Penalty: 4379.078125
	Iteration 11Q: 3 clusters Score -755003.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -755089.812500 Penalty: 4379.078125
	Iteration 12Q: 3 clusters Score -755089.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -755145.000000 Penalty: 4379.078125
	Iteration 13Q: 3 clusters Score -755145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -755186.000000 Penalty: 4379.078125
	Iteration 14Q: 3 clusters Score -755186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -755215.500000 Penalty: 4379.078125
	Iteration 15Q: 3 clusters Score -755215.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -755241.062500 Penalty: 4379.078125
	Iteration 16Q: 3 clusters Score -755241.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -755255.750000 Penalty: 4379.078125
	Iteration 17Q: 3 clusters Score -755255.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -755265.875000 Penalty: 4379.078125
	Iteration 18Q: 3 clusters Score -755265.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -755270.437500 Penalty: 4379.078125
	Iteration 19Q: 3 clusters Score -755270.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -755276.437500 Penalty: 4379.078125
	Iteration 20F: 3 clusters Score -755276.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -755282.250000 Penalty: 4379.078125
	Iteration 21Q: 3 clusters Score -755282.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -755285.750000 Penalty: 4379.078125
	Iteration 22Q: 3 clusters Score -755285.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -755291.000000 Penalty: 4379.078125
	Iteration 23Q: 3 clusters Score -755291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -755293.125000 Penalty: 4379.078125
	Iteration 24Q: 3 clusters Score -755293.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -755297.500000 Penalty: 4379.078125
	Iteration 25Q: 3 clusters Score -755297.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -755299.312500 Penalty: 4379.078125
	Iteration 26Q: 3 clusters Score -755299.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -755300.937500 Penalty: 4379.078125
	Iteration 27Q: 3 clusters Score -755300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -755303.625000 Penalty: 4379.078125
	Iteration 28Q: 3 clusters Score -755303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -755303.750000 Penalty: 4379.078125
	Iteration 29Q: 3 clusters Score -755303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -755301.937500 Penalty: 4379.078125
	Iteration 30Q: 3 clusters Score -755301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -755302.187500 Penalty: 4379.078125
	Iteration 31Q: 3 clusters Score -755302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -755303.750000 Penalty: 4379.078125
	Iteration 32Q: 3 clusters Score -755303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -755304.750000 Penalty: 4379.078125
	Iteration 33Q: 3 clusters Score -755304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -755307.125000 Penalty: 4379.078125
	Iteration 34Q: 3 clusters Score -755307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -755307.187500 Penalty: 4379.078125
	Iteration 35Q: 3 clusters Score -755307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -755307.187500 Penalty: 4379.078125
	Iteration 36F: 3 clusters Score -755307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -81485.843750 Penalty: 1666.015625
	Iteration 0F: 2 clusters Score -81485.84 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 396 members 
Entering Unmasked Estep 
Score: -79735.000000 Penalty: 3332.031250
	Iteration 0F: 3 clusters Score -79735 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80122.976562 Penalty: 3332.031250
	Iteration 1F: 3 clusters Score -80122.98 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80344.328125 Penalty: 3332.031250
	Iteration 2F: 3 clusters Score -80344.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -80524.367188 Penalty: 3332.031250
	Iteration 3F: 3 clusters Score -80524.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80651.492188 Penalty: 3332.031250
	Iteration 4F: 3 clusters Score -80651.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80752.289062 Penalty: 3332.031250
	Iteration 5Q: 3 clusters Score -80752.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80854.992188 Penalty: 3332.031250
	Iteration 6Q: 3 clusters Score -80854.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -80934.343750 Penalty: 3332.031250
	Iteration 7Q: 3 clusters Score -80934.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -81094.742188 Penalty: 3332.031250
	Iteration 8Q: 3 clusters Score -81094.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -81373.125000 Penalty: 3332.031250
	Iteration 9Q: 3 clusters Score -81373.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -81484.515625 Penalty: 3332.031250
	Iteration 10Q: 3 clusters Score -81484.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -81531.710938 Penalty: 3332.031250
	Iteration 11Q: 3 clusters Score -81531.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -81605.757812 Penalty: 3332.031250
	Iteration 12Q: 3 clusters Score -81605.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -81767.875000 Penalty: 3332.031250
	Iteration 13Q: 3 clusters Score -81767.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -81836.359375 Penalty: 3332.031250
	Iteration 14Q: 3 clusters Score -81836.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -81836.359375 Penalty: 3332.031250
	Iteration 15F: 3 clusters Score -81836.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27854 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140552 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109653 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 212812 members 
Mstep: Class 16 contains 23749 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 128595 members 
Mstep: Class 20 contains 21575 members 
Mstep: Class 21 contains 20553 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 11691 members 
Mstep: Class 29 contains 10254 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12494 members 
Mstep: Class 32 contains 13337 members 
Mstep: Class 33 contains 9328 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6828 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 2478 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 53534 members 
Mstep: Class 45 contains 16107 members 
Mstep: Class 46 contains 41411 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 14580 members 
Mstep: Class 49 contains 3677 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3686 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 6891 members 
Mstep: Class 55 contains 20988 members 
Mstep: Class 56 contains 14859 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 829 members 
Mstep: Class 62 contains 4517 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 893 members 
Mstep: Class 65 contains 27124 members 
Mstep: Class 66 contains 583 members 
Entering Unmasked Estep 
Score: -139289344.000000 Penalty: 230321.296875
Splitting cluster 38 changes total score from -139290704.000000 to -139289344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -225768.968750 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -225769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -222920.750000 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -222920.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -223785.734375 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -223785.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -224090.843750 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -224090.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -224243.343750 Penalty: 3876.342773
	Iteration 3F: 3 clusters Score -224243.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -224349.453125 Penalty: 3876.342773
	Iteration 4Q: 3 clusters Score -224349.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -224482.281250 Penalty: 3876.342773
	Iteration 5Q: 3 clusters Score -224482.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -224636.171875 Penalty: 3876.342773
	Iteration 6Q: 3 clusters Score -224636.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -224813.015625 Penalty: 3876.342773
	Iteration 7Q: 3 clusters Score -224813 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -224993.640625 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -224993.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -225145.281250 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -225145.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -225325.609375 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -225325.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -225438.500000 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -225438.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -225514.312500 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -225514.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -225561.437500 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -225561.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -225613.359375 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -225613.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -225648.921875 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -225648.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -225654.625000 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -225654.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -225657.265625 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -225657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -225662.484375 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -225662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -225668.812500 Penalty: 3876.342773
	Iteration 19Q: 3 clusters Score -225668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -225677.687500 Penalty: 3876.342773
	Iteration 20F: 3 clusters Score -225677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -225684.734375 Penalty: 3876.342773
	Iteration 21Q: 3 clusters Score -225684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -225694.531250 Penalty: 3876.342773
	Iteration 22Q: 3 clusters Score -225694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -225698.906250 Penalty: 3876.342773
	Iteration 23Q: 3 clusters Score -225698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -225702.937500 Penalty: 3876.342773
	Iteration 24Q: 3 clusters Score -225702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -225709.859375 Penalty: 3876.342773
	Iteration 25Q: 3 clusters Score -225709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -225712.531250 Penalty: 3876.342773
	Iteration 26Q: 3 clusters Score -225712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -225715.984375 Penalty: 3876.342773
	Iteration 27Q: 3 clusters Score -225716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -225719.078125 Penalty: 3876.342773
	Iteration 28Q: 3 clusters Score -225719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -225719.468750 Penalty: 3876.342773
	Iteration 29Q: 3 clusters Score -225719.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -225719.468750 Penalty: 3876.342773
	Iteration 30F: 3 clusters Score -225719.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Entering Unmasked Estep 
Score: -850351.062500 Penalty: 2234.554932
	Iteration 0F: 2 clusters Score -850351.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -843872.625000 Penalty: 4469.109863
	Iteration 0F: 3 clusters Score -843872.6 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -846059.187500 Penalty: 4469.109863
	Iteration 1F: 3 clusters Score -846059.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -846796.250000 Penalty: 4469.109863
	Iteration 2F: 3 clusters Score -846796.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -847499.562500 Penalty: 4469.109863
	Iteration 3F: 3 clusters Score -847499.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -848077.687500 Penalty: 4469.109863
	Iteration 4F: 3 clusters Score -848077.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -848523.437500 Penalty: 4469.109863
	Iteration 5F: 3 clusters Score -848523.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -848885.875000 Penalty: 4469.109863
	Iteration 6F: 3 clusters Score -848885.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -849270.875000 Penalty: 4469.109863
	Iteration 7Q: 3 clusters Score -849270.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -849638.625000 Penalty: 4469.109863
	Iteration 8Q: 3 clusters Score -849638.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -849902.562500 Penalty: 4469.109863
	Iteration 9Q: 3 clusters Score -849902.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -850039.812500 Penalty: 4469.109863
	Iteration 10Q: 3 clusters Score -850039.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -850083.312500 Penalty: 4469.109863
	Iteration 11Q: 3 clusters Score -850083.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -850101.000000 Penalty: 4469.109863
	Iteration 12Q: 3 clusters Score -850101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -850109.812500 Penalty: 4469.109863
	Iteration 13Q: 3 clusters Score -850109.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -850113.437500 Penalty: 4469.109863
	Iteration 14Q: 3 clusters Score -850113.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -850119.562500 Penalty: 4469.109863
	Iteration 15Q: 3 clusters Score -850119.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -850123.375000 Penalty: 4469.109863
	Iteration 16Q: 3 clusters Score -850123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -850123.375000 Penalty: 4469.109863
	Iteration 17Q: 3 clusters Score -850123.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -850124.250000 Penalty: 4469.109863
	Iteration 18Q: 3 clusters Score -850124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -850125.125000 Penalty: 4469.109863
	Iteration 19Q: 3 clusters Score -850125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -850126.125000 Penalty: 4469.109863
	Iteration 20F: 3 clusters Score -850126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -32996.730469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32996.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31681.464844 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31681.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31766.230469 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31766.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31783.628906 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31783.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31788.611328 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31788.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31791.123047 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31791.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31791.123047 Penalty: 2850.116943
	Iteration 5F: 3 clusters Score -31791.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Entering Unmasked Estep 
Score: -952742.812500 Penalty: 2259.107178
	Iteration 0F: 2 clusters Score -952742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -945689.500000 Penalty: 4518.214355
	Iteration 0F: 3 clusters Score -945689.5 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -947711.250000 Penalty: 4518.214355
	Iteration 1F: 3 clusters Score -947711.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -948108.187500 Penalty: 4518.214355
	Iteration 2F: 3 clusters Score -948108.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -948418.062500 Penalty: 4518.214355
	Iteration 3F: 3 clusters Score -948418.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -948654.812500 Penalty: 4518.214355
	Iteration 4Q: 3 clusters Score -948654.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -948849.187500 Penalty: 4518.214355
	Iteration 5Q: 3 clusters Score -948849.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -949025.812500 Penalty: 4518.214355
	Iteration 6Q: 3 clusters Score -949025.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -949223.375000 Penalty: 4518.214355
	Iteration 7Q: 3 clusters Score -949223.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -949417.687500 Penalty: 4518.214355
	Iteration 8Q: 3 clusters Score -949417.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -949631.187500 Penalty: 4518.214355
	Iteration 9Q: 3 clusters Score -949631.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -949845.625000 Penalty: 4518.214355
	Iteration 10Q: 3 clusters Score -949845.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -950088.687500 Penalty: 4518.214355
	Iteration 11Q: 3 clusters Score -950088.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -950290.687500 Penalty: 4518.214355
	Iteration 12Q: 3 clusters Score -950290.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -950530.062500 Penalty: 4518.214355
	Iteration 13Q: 3 clusters Score -950530.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -950770.875000 Penalty: 4518.214355
	Iteration 14Q: 3 clusters Score -950770.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -951062.000000 Penalty: 4518.214355
	Iteration 15Q: 3 clusters Score -951062 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -951428.125000 Penalty: 4518.214355
	Iteration 16Q: 3 clusters Score -951428.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -951862.375000 Penalty: 4518.214355
	Iteration 17Q: 3 clusters Score -951862.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -952284.750000 Penalty: 4518.214355
	Iteration 18Q: 3 clusters Score -952284.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -952592.062500 Penalty: 4518.214355
	Iteration 19Q: 3 clusters Score -952592.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -952752.437500 Penalty: 4518.214355
	Iteration 20F: 3 clusters Score -952752.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -952846.812500 Penalty: 4518.214355
	Iteration 21Q: 3 clusters Score -952846.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -952913.375000 Penalty: 4518.214355
	Iteration 22Q: 3 clusters Score -952913.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -952957.937500 Penalty: 4518.214355
	Iteration 23Q: 3 clusters Score -952957.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -952988.000000 Penalty: 4518.214355
	Iteration 24Q: 3 clusters Score -952988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -953008.187500 Penalty: 4518.214355
	Iteration 25Q: 3 clusters Score -953008.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -953027.250000 Penalty: 4518.214355
	Iteration 26Q: 3 clusters Score -953027.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -953038.812500 Penalty: 4518.214355
	Iteration 27Q: 3 clusters Score -953038.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -953048.812500 Penalty: 4518.214355
	Iteration 28Q: 3 clusters Score -953048.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -953059.062500 Penalty: 4518.214355
	Iteration 29Q: 3 clusters Score -953059.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -953073.000000 Penalty: 4518.214355
	Iteration 30Q: 3 clusters Score -953073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -953084.500000 Penalty: 4518.214355
	Iteration 31Q: 3 clusters Score -953084.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -953090.312500 Penalty: 4518.214355
	Iteration 32Q: 3 clusters Score -953090.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -953096.375000 Penalty: 4518.214355
	Iteration 33Q: 3 clusters Score -953096.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -953101.250000 Penalty: 4518.214355
	Iteration 34Q: 3 clusters Score -953101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -953102.562500 Penalty: 4518.214355
	Iteration 35Q: 3 clusters Score -953102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -953105.500000 Penalty: 4518.214355
	Iteration 36Q: 3 clusters Score -953105.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -953108.312500 Penalty: 4518.214355
	Iteration 37Q: 3 clusters Score -953108.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -953112.125000 Penalty: 4518.214355
	Iteration 38Q: 3 clusters Score -953112.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -953121.687500 Penalty: 4518.214355
	Iteration 39Q: 3 clusters Score -953121.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -953131.750000 Penalty: 4518.214355
	Iteration 40F: 3 clusters Score -953131.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -953141.750000 Penalty: 4518.214355
	Iteration 41Q: 3 clusters Score -953141.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -953148.750000 Penalty: 4518.214355
	Iteration 42Q: 3 clusters Score -953148.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -953151.937500 Penalty: 4518.214355
	Iteration 43Q: 3 clusters Score -953151.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -953158.562500 Penalty: 4518.214355
	Iteration 44Q: 3 clusters Score -953158.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -953162.187500 Penalty: 4518.214355
	Iteration 45Q: 3 clusters Score -953162.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -953167.562500 Penalty: 4518.214355
	Iteration 46Q: 3 clusters Score -953167.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -953169.062500 Penalty: 4518.214355
	Iteration 47Q: 3 clusters Score -953169.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -953173.187500 Penalty: 4518.214355
	Iteration 48Q: 3 clusters Score -953173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -953176.250000 Penalty: 4518.214355
	Iteration 49Q: 3 clusters Score -953176.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -953182.375000 Penalty: 4518.214355
	Iteration 50Q: 3 clusters Score -953182.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -953188.812500 Penalty: 4518.214355
	Iteration 51Q: 3 clusters Score -953188.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -953190.000000 Penalty: 4518.214355
	Iteration 52Q: 3 clusters Score -953190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -953194.125000 Penalty: 4518.214355
	Iteration 53Q: 3 clusters Score -953194.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -953198.875000 Penalty: 4518.214355
	Iteration 54Q: 3 clusters Score -953198.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -953202.125000 Penalty: 4518.214355
	Iteration 55Q: 3 clusters Score -953202.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -953204.312500 Penalty: 4518.214355
	Iteration 56Q: 3 clusters Score -953204.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -953207.062500 Penalty: 4518.214355
	Iteration 57Q: 3 clusters Score -953207.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -953210.062500 Penalty: 4518.214355
	Iteration 58Q: 3 clusters Score -953210.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -953212.562500 Penalty: 4518.214355
	Iteration 59Q: 3 clusters Score -953212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -953216.625000 Penalty: 4518.214355
	Iteration 60F: 3 clusters Score -953216.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -953218.187500 Penalty: 4518.214355
	Iteration 61Q: 3 clusters Score -953218.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -953223.312500 Penalty: 4518.214355
	Iteration 62Q: 3 clusters Score -953223.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -953225.812500 Penalty: 4518.214355
	Iteration 63Q: 3 clusters Score -953225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -953226.312500 Penalty: 4518.214355
	Iteration 64Q: 3 clusters Score -953226.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -953228.125000 Penalty: 4518.214355
	Iteration 65Q: 3 clusters Score -953228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -953227.812500 Penalty: 4518.214355
	Iteration 66Q: 3 clusters Score -953227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -953230.187500 Penalty: 4518.214355
	Iteration 67Q: 3 clusters Score -953230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -953234.187500 Penalty: 4518.214355
	Iteration 68Q: 3 clusters Score -953234.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -953238.062500 Penalty: 4518.214355
	Iteration 69Q: 3 clusters Score -953238.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -953244.375000 Penalty: 4518.214355
	Iteration 70Q: 3 clusters Score -953244.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -953256.812500 Penalty: 4518.214355
	Iteration 71Q: 3 clusters Score -953256.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -953258.625000 Penalty: 4518.214355
	Iteration 72Q: 3 clusters Score -953258.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -953263.937500 Penalty: 4518.214355
	Iteration 73Q: 3 clusters Score -953263.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -953264.562500 Penalty: 4518.214355
	Iteration 74Q: 3 clusters Score -953264.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -953267.312500 Penalty: 4518.214355
	Iteration 75Q: 3 clusters Score -953267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -953269.500000 Penalty: 4518.214355
	Iteration 76Q: 3 clusters Score -953269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -953271.312500 Penalty: 4518.214355
	Iteration 77Q: 3 clusters Score -953271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -953270.125000 Penalty: 4518.214355
	Iteration 78Q: 3 clusters Score -953270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -953271.250000 Penalty: 4518.214355
	Iteration 79Q: 3 clusters Score -953271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -953271.937500 Penalty: 4518.214355
	Iteration 80F: 3 clusters Score -953271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -953273.062500 Penalty: 4518.214355
	Iteration 81Q: 3 clusters Score -953273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -953273.937500 Penalty: 4518.214355
	Iteration 82Q: 3 clusters Score -953273.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -953276.687500 Penalty: 4518.214355
	Iteration 83Q: 3 clusters Score -953276.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -953277.000000 Penalty: 4518.214355
	Iteration 84Q: 3 clusters Score -953277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -953279.000000 Penalty: 4518.214355
	Iteration 85Q: 3 clusters Score -953279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -953278.375000 Penalty: 4518.214355
	Iteration 86Q: 3 clusters Score -953278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -953279.875000 Penalty: 4518.214355
	Iteration 87Q: 3 clusters Score -953279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -953280.812500 Penalty: 4518.214355
	Iteration 88Q: 3 clusters Score -953280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -953280.125000 Penalty: 4518.214355
	Iteration 89Q: 3 clusters Score -953280.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -953281.500000 Penalty: 4518.214355
	Iteration 90Q: 3 clusters Score -953281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -953282.562500 Penalty: 4518.214355
	Iteration 91Q: 3 clusters Score -953282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -953282.937500 Penalty: 4518.214355
	Iteration 92Q: 3 clusters Score -953282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -953282.562500 Penalty: 4518.214355
	Iteration 93Q: 3 clusters Score -953282.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -953282.562500 Penalty: 4518.214355
	Iteration 94F: 3 clusters Score -953282.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27854 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140552 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109653 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 212812 members 
Mstep: Class 16 contains 23749 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 128595 members 
Mstep: Class 20 contains 21575 members 
Mstep: Class 21 contains 20553 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 11691 members 
Mstep: Class 29 contains 10254 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12494 members 
Mstep: Class 32 contains 13337 members 
Mstep: Class 33 contains 9328 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6828 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2478 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 4214 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 53534 members 
Mstep: Class 45 contains 16107 members 
Mstep: Class 46 contains 41411 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 14580 members 
Mstep: Class 49 contains 3677 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3686 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 6891 members 
Mstep: Class 55 contains 20988 members 
Mstep: Class 56 contains 14859 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 829 members 
Mstep: Class 62 contains 4517 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 893 members 
Mstep: Class 65 contains 27124 members 
Mstep: Class 66 contains 4825 members 
Entering Unmasked Estep 
Score: -139290352.000000 Penalty: 230321.296875
Splitting cluster 42 changes total score from -139290704.000000 to -139290352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -754583.875000 Penalty: 2200.550537
	Iteration 0F: 2 clusters Score -754583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -748691.750000 Penalty: 4401.101074
	Iteration 0F: 3 clusters Score -748691.8 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -750302.750000 Penalty: 4401.101074
	Iteration 1F: 3 clusters Score -750302.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -750535.937500 Penalty: 4401.101074
	Iteration 2F: 3 clusters Score -750535.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -750715.250000 Penalty: 4401.101074
	Iteration 3F: 3 clusters Score -750715.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -750899.812500 Penalty: 4401.101074
	Iteration 4Q: 3 clusters Score -750899.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -751120.062500 Penalty: 4401.101074
	Iteration 5Q: 3 clusters Score -751120.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -751364.125000 Penalty: 4401.101074
	Iteration 6Q: 3 clusters Score -751364.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -751687.500000 Penalty: 4401.101074
	Iteration 7F: 3 clusters Score -751687.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -752051.750000 Penalty: 4401.101074
	Iteration 8F: 3 clusters Score -752051.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -752451.312500 Penalty: 4401.101074
	Iteration 9F: 3 clusters Score -752451.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -752798.187500 Penalty: 4401.101074
	Iteration 10F: 3 clusters Score -752798.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -753145.812500 Penalty: 4401.101074
	Iteration 11Q: 3 clusters Score -753145.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -753455.875000 Penalty: 4401.101074
	Iteration 12Q: 3 clusters Score -753455.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -753728.500000 Penalty: 4401.101074
	Iteration 13Q: 3 clusters Score -753728.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -753908.250000 Penalty: 4401.101074
	Iteration 14Q: 3 clusters Score -753908.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -754026.625000 Penalty: 4401.101074
	Iteration 15Q: 3 clusters Score -754026.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -754094.312500 Penalty: 4401.101074
	Iteration 16Q: 3 clusters Score -754094.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -754124.875000 Penalty: 4401.101074
	Iteration 17Q: 3 clusters Score -754124.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -754147.375000 Penalty: 4401.101074
	Iteration 18Q: 3 clusters Score -754147.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -754164.750000 Penalty: 4401.101074
	Iteration 19Q: 3 clusters Score -754164.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -754172.812500 Penalty: 4401.101074
	Iteration 20F: 3 clusters Score -754172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -754175.937500 Penalty: 4401.101074
	Iteration 21Q: 3 clusters Score -754175.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -754180.500000 Penalty: 4401.101074
	Iteration 22Q: 3 clusters Score -754180.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -754181.750000 Penalty: 4401.101074
	Iteration 23Q: 3 clusters Score -754181.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -754183.437500 Penalty: 4401.101074
	Iteration 24Q: 3 clusters Score -754183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -754186.250000 Penalty: 4401.101074
	Iteration 25Q: 3 clusters Score -754186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -754184.375000 Penalty: 4401.101074
	Iteration 26Q: 3 clusters Score -754184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -754187.125000 Penalty: 4401.101074
	Iteration 27Q: 3 clusters Score -754187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -754186.312500 Penalty: 4401.101074
	Iteration 28Q: 3 clusters Score -754186.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -754187.000000 Penalty: 4401.101074
	Iteration 29Q: 3 clusters Score -754187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -754187.375000 Penalty: 4401.101074
	Iteration 30Q: 3 clusters Score -754187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -754188.500000 Penalty: 4401.101074
	Iteration 31Q: 3 clusters Score -754188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -754188.250000 Penalty: 4401.101074
	Iteration 32Q: 3 clusters Score -754188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -754188.000000 Penalty: 4401.101074
	Iteration 33Q: 3 clusters Score -754188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -754188.000000 Penalty: 4401.101074
	Iteration 34F: 3 clusters Score -754188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (53534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Entering Unmasked Estep 
Score: -6093301.000000 Penalty: 2700.241943
	Iteration 0F: 2 clusters Score -6093301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -6057381.500000 Penalty: 5400.483887
	Iteration 0F: 3 clusters Score -6057382 nChanged 24778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -6071247.500000 Penalty: 5400.483887
	Iteration 1F: 3 clusters Score -6071248 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -6071910.000000 Penalty: 5400.483887
	Iteration 2Q: 3 clusters Score -6071910 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -6072517.500000 Penalty: 5400.483887
	Iteration 3Q: 3 clusters Score -6072518 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6073150.500000 Penalty: 5400.483887
	Iteration 4Q: 3 clusters Score -6073150 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -6073931.000000 Penalty: 5400.483887
	Iteration 5Q: 3 clusters Score -6073931 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -6074932.000000 Penalty: 5400.483887
	Iteration 6Q: 3 clusters Score -6074932 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -6076314.500000 Penalty: 5400.483887
	Iteration 7F: 3 clusters Score -6076314 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -6077935.000000 Penalty: 5400.483887
	Iteration 8F: 3 clusters Score -6077935 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -6079843.000000 Penalty: 5400.483887
	Iteration 9F: 3 clusters Score -6079843 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -6082054.000000 Penalty: 5400.483887
	Iteration 10F: 3 clusters Score -6082054 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -6084266.000000 Penalty: 5400.483887
	Iteration 11F: 3 clusters Score -6084266 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -6086428.000000 Penalty: 5400.483887
	Iteration 12Q: 3 clusters Score -6086428 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -6088154.500000 Penalty: 5400.483887
	Iteration 13Q: 3 clusters Score -6088154 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6089327.500000 Penalty: 5400.483887
	Iteration 14Q: 3 clusters Score -6089328 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6089987.000000 Penalty: 5400.483887
	Iteration 15Q: 3 clusters Score -6089987 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6090386.500000 Penalty: 5400.483887
	Iteration 16Q: 3 clusters Score -6090386 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6090630.500000 Penalty: 5400.483887
	Iteration 17Q: 3 clusters Score -6090630 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6090777.500000 Penalty: 5400.483887
	Iteration 18Q: 3 clusters Score -6090778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6090844.500000 Penalty: 5400.483887
	Iteration 19Q: 3 clusters Score -6090844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6090903.000000 Penalty: 5400.483887
	Iteration 20F: 3 clusters Score -6090903 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6090923.500000 Penalty: 5400.483887
	Iteration 21Q: 3 clusters Score -6090924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6090944.500000 Penalty: 5400.483887
	Iteration 22Q: 3 clusters Score -6090944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6090960.000000 Penalty: 5400.483887
	Iteration 23Q: 3 clusters Score -6090960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6090967.500000 Penalty: 5400.483887
	Iteration 24Q: 3 clusters Score -6090968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6090975.500000 Penalty: 5400.483887
	Iteration 25Q: 3 clusters Score -6090976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6090987.500000 Penalty: 5400.483887
	Iteration 26Q: 3 clusters Score -6090988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6090984.500000 Penalty: 5400.483887
	Iteration 27Q: 3 clusters Score -6090984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6090992.000000 Penalty: 5400.483887
	Iteration 28Q: 3 clusters Score -6090992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6090995.500000 Penalty: 5400.483887
	Iteration 29Q: 3 clusters Score -6090996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6091003.500000 Penalty: 5400.483887
	Iteration 30Q: 3 clusters Score -6091004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6091018.000000 Penalty: 5400.483887
	Iteration 31Q: 3 clusters Score -6091018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6091018.500000 Penalty: 5400.483887
	Iteration 32Q: 3 clusters Score -6091018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6091023.000000 Penalty: 5400.483887
	Iteration 33Q: 3 clusters Score -6091023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6091023.000000 Penalty: 5400.483887
	Iteration 34F: 3 clusters Score -6091023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Entering Unmasked Estep 
Score: -1824682.875000 Penalty: 2402.378174
	Iteration 0F: 2 clusters Score -1824683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1813145.875000 Penalty: 4804.756348
	Iteration 0F: 3 clusters Score -1813146 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1816865.250000 Penalty: 4804.756348
	Iteration 1F: 3 clusters Score -1816865 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1817206.375000 Penalty: 4804.756348
	Iteration 2F: 3 clusters Score -1817206 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1817480.875000 Penalty: 4804.756348
	Iteration 3Q: 3 clusters Score -1817481 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1817750.625000 Penalty: 4804.756348
	Iteration 4Q: 3 clusters Score -1817751 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1818091.125000 Penalty: 4804.756348
	Iteration 5Q: 3 clusters Score -1818091 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1818532.875000 Penalty: 4804.756348
	Iteration 6Q: 3 clusters Score -1818533 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1819134.250000 Penalty: 4804.756348
	Iteration 7F: 3 clusters Score -1819134 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1819821.375000 Penalty: 4804.756348
	Iteration 8F: 3 clusters Score -1819821 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1820540.500000 Penalty: 4804.756348
	Iteration 9F: 3 clusters Score -1820540 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1821199.250000 Penalty: 4804.756348
	Iteration 10Q: 3 clusters Score -1821199 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1821706.625000 Penalty: 4804.756348
	Iteration 11Q: 3 clusters Score -1821707 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1822019.750000 Penalty: 4804.756348
	Iteration 12Q: 3 clusters Score -1822020 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1822223.375000 Penalty: 4804.756348
	Iteration 13Q: 3 clusters Score -1822223 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1822343.000000 Penalty: 4804.756348
	Iteration 14Q: 3 clusters Score -1822343 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1822439.625000 Penalty: 4804.756348
	Iteration 15Q: 3 clusters Score -1822440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1822508.000000 Penalty: 4804.756348
	Iteration 16Q: 3 clusters Score -1822508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1822547.625000 Penalty: 4804.756348
	Iteration 17Q: 3 clusters Score -1822548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1822570.500000 Penalty: 4804.756348
	Iteration 18Q: 3 clusters Score -1822570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1822587.125000 Penalty: 4804.756348
	Iteration 19Q: 3 clusters Score -1822587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1822604.125000 Penalty: 4804.756348
	Iteration 20F: 3 clusters Score -1822604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1822616.250000 Penalty: 4804.756348
	Iteration 21Q: 3 clusters Score -1822616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1822629.250000 Penalty: 4804.756348
	Iteration 22Q: 3 clusters Score -1822629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1822634.000000 Penalty: 4804.756348
	Iteration 23Q: 3 clusters Score -1822634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1822640.875000 Penalty: 4804.756348
	Iteration 24Q: 3 clusters Score -1822641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1822641.125000 Penalty: 4804.756348
	Iteration 25Q: 3 clusters Score -1822641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1822644.125000 Penalty: 4804.756348
	Iteration 26Q: 3 clusters Score -1822644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1822646.375000 Penalty: 4804.756348
	Iteration 27Q: 3 clusters Score -1822646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1822644.250000 Penalty: 4804.756348
	Iteration 28Q: 3 clusters Score -1822644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1822644.250000 Penalty: 4804.756348
	Iteration 29F: 3 clusters Score -1822644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (41411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Entering Unmasked Estep 
Score: -4697495.000000 Penalty: 2636.562988
	Iteration 0F: 2 clusters Score -4697495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4669530.500000 Penalty: 5273.125977
	Iteration 0F: 3 clusters Score -4669530 nChanged 19027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4680054.500000 Penalty: 5273.125977
	Iteration 1F: 3 clusters Score -4680054 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4680582.500000 Penalty: 5273.125977
	Iteration 2Q: 3 clusters Score -4680582 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4681091.000000 Penalty: 5273.125977
	Iteration 3Q: 3 clusters Score -4681091 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4681672.000000 Penalty: 5273.125977
	Iteration 4Q: 3 clusters Score -4681672 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4682360.500000 Penalty: 5273.125977
	Iteration 5Q: 3 clusters Score -4682360 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4683129.000000 Penalty: 5273.125977
	Iteration 6Q: 3 clusters Score -4683129 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4684003.000000 Penalty: 5273.125977
	Iteration 7Q: 3 clusters Score -4684003 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4685057.500000 Penalty: 5273.125977
	Iteration 8Q: 3 clusters Score -4685058 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4686273.500000 Penalty: 5273.125977
	Iteration 9Q: 3 clusters Score -4686274 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -4687607.000000 Penalty: 5273.125977
	Iteration 10F: 3 clusters Score -4687607 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4689078.500000 Penalty: 5273.125977
	Iteration 11F: 3 clusters Score -4689078 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4690523.500000 Penalty: 5273.125977
	Iteration 12Q: 3 clusters Score -4690524 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4691951.500000 Penalty: 5273.125977
	Iteration 13Q: 3 clusters Score -4691952 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4693065.500000 Penalty: 5273.125977
	Iteration 14Q: 3 clusters Score -4693066 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4693915.000000 Penalty: 5273.125977
	Iteration 15Q: 3 clusters Score -4693915 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4694424.000000 Penalty: 5273.125977
	Iteration 16Q: 3 clusters Score -4694424 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4694755.500000 Penalty: 5273.125977
	Iteration 17Q: 3 clusters Score -4694756 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4694958.000000 Penalty: 5273.125977
	Iteration 18Q: 3 clusters Score -4694958 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4695094.000000 Penalty: 5273.125977
	Iteration 19Q: 3 clusters Score -4695094 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4695178.000000 Penalty: 5273.125977
	Iteration 20F: 3 clusters Score -4695178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4695235.000000 Penalty: 5273.125977
	Iteration 21Q: 3 clusters Score -4695235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4695266.500000 Penalty: 5273.125977
	Iteration 22Q: 3 clusters Score -4695266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4695297.000000 Penalty: 5273.125977
	Iteration 23Q: 3 clusters Score -4695297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4695324.500000 Penalty: 5273.125977
	Iteration 24Q: 3 clusters Score -4695324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4695335.000000 Penalty: 5273.125977
	Iteration 25Q: 3 clusters Score -4695335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4695352.000000 Penalty: 5273.125977
	Iteration 26Q: 3 clusters Score -4695352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4695364.500000 Penalty: 5273.125977
	Iteration 27Q: 3 clusters Score -4695364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4695375.500000 Penalty: 5273.125977
	Iteration 28Q: 3 clusters Score -4695376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4695385.000000 Penalty: 5273.125977
	Iteration 29Q: 3 clusters Score -4695385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4695390.000000 Penalty: 5273.125977
	Iteration 30Q: 3 clusters Score -4695390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4695385.500000 Penalty: 5273.125977
	Iteration 31Q: 3 clusters Score -4695386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4695393.000000 Penalty: 5273.125977
	Iteration 32Q: 3 clusters Score -4695393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4695396.000000 Penalty: 5273.125977
	Iteration 33Q: 3 clusters Score -4695396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4695392.500000 Penalty: 5273.125977
	Iteration 34Q: 3 clusters Score -4695392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4695396.000000 Penalty: 5273.125977
	Iteration 35Q: 3 clusters Score -4695396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4695400.500000 Penalty: 5273.125977
	Iteration 36Q: 3 clusters Score -4695400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4695400.500000 Penalty: 5273.125977
	Iteration 37Q: 3 clusters Score -4695400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4695400.000000 Penalty: 5273.125977
	Iteration 38Q: 3 clusters Score -4695400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4695404.000000 Penalty: 5273.125977
	Iteration 39Q: 3 clusters Score -4695404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4695408.000000 Penalty: 5273.125977
	Iteration 40F: 3 clusters Score -4695408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4695410.000000 Penalty: 5273.125977
	Iteration 41Q: 3 clusters Score -4695410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4695410.000000 Penalty: 5273.125977
	Iteration 42F: 3 clusters Score -4695410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (13912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Entering Unmasked Estep 
Score: -1535122.250000 Penalty: 2366.045898
	Iteration 0F: 2 clusters Score -1535122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1524992.375000 Penalty: 4732.091797
	Iteration 0F: 3 clusters Score -1524992 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1528035.000000 Penalty: 4732.091797
	Iteration 1F: 3 clusters Score -1528035 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1528315.500000 Penalty: 4732.091797
	Iteration 2F: 3 clusters Score -1528316 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1528534.750000 Penalty: 4732.091797
	Iteration 3Q: 3 clusters Score -1528535 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1528741.500000 Penalty: 4732.091797
	Iteration 4Q: 3 clusters Score -1528742 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1528956.250000 Penalty: 4732.091797
	Iteration 5Q: 3 clusters Score -1528956 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1529267.000000 Penalty: 4732.091797
	Iteration 6Q: 3 clusters Score -1529267 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1529728.875000 Penalty: 4732.091797
	Iteration 7Q: 3 clusters Score -1529729 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1530323.875000 Penalty: 4732.091797
	Iteration 8F: 3 clusters Score -1530324 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1530977.250000 Penalty: 4732.091797
	Iteration 9F: 3 clusters Score -1530977 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1531571.500000 Penalty: 4732.091797
	Iteration 10F: 3 clusters Score -1531572 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1532094.500000 Penalty: 4732.091797
	Iteration 11F: 3 clusters Score -1532094 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1532505.000000 Penalty: 4732.091797
	Iteration 12Q: 3 clusters Score -1532505 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1532851.750000 Penalty: 4732.091797
	Iteration 13Q: 3 clusters Score -1532852 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1533110.500000 Penalty: 4732.091797
	Iteration 14Q: 3 clusters Score -1533110 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1533324.875000 Penalty: 4732.091797
	Iteration 15Q: 3 clusters Score -1533325 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1533548.250000 Penalty: 4732.091797
	Iteration 16Q: 3 clusters Score -1533548 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1533772.375000 Penalty: 4732.091797
	Iteration 17Q: 3 clusters Score -1533772 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1533942.500000 Penalty: 4732.091797
	Iteration 18Q: 3 clusters Score -1533942 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1534053.625000 Penalty: 4732.091797
	Iteration 19Q: 3 clusters Score -1534054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1534134.000000 Penalty: 4732.091797
	Iteration 20F: 3 clusters Score -1534134 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1534193.750000 Penalty: 4732.091797
	Iteration 21Q: 3 clusters Score -1534194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1534227.625000 Penalty: 4732.091797
	Iteration 22Q: 3 clusters Score -1534228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1534254.375000 Penalty: 4732.091797
	Iteration 23Q: 3 clusters Score -1534254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1534270.250000 Penalty: 4732.091797
	Iteration 24Q: 3 clusters Score -1534270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1534285.125000 Penalty: 4732.091797
	Iteration 25Q: 3 clusters Score -1534285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1534297.875000 Penalty: 4732.091797
	Iteration 26Q: 3 clusters Score -1534298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1534304.125000 Penalty: 4732.091797
	Iteration 27Q: 3 clusters Score -1534304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1534310.000000 Penalty: 4732.091797
	Iteration 28Q: 3 clusters Score -1534310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1534313.125000 Penalty: 4732.091797
	Iteration 29Q: 3 clusters Score -1534313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1534324.000000 Penalty: 4732.091797
	Iteration 30Q: 3 clusters Score -1534324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1534325.125000 Penalty: 4732.091797
	Iteration 31Q: 3 clusters Score -1534325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1534326.875000 Penalty: 4732.091797
	Iteration 32Q: 3 clusters Score -1534327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1534327.625000 Penalty: 4732.091797
	Iteration 33Q: 3 clusters Score -1534328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1534328.500000 Penalty: 4732.091797
	Iteration 34Q: 3 clusters Score -1534328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1534327.000000 Penalty: 4732.091797
	Iteration 35Q: 3 clusters Score -1534327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1534328.625000 Penalty: 4732.091797
	Iteration 36Q: 3 clusters Score -1534329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1534330.125000 Penalty: 4732.091797
	Iteration 37Q: 3 clusters Score -1534330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1534330.125000 Penalty: 4732.091797
	Iteration 38F: 3 clusters Score -1534330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Entering Unmasked Estep 
Score: -1634406.125000 Penalty: 2377.676758
	Iteration 0F: 2 clusters Score -1634406 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 7340 members 
Entering Unmasked Estep 
Score: -1623910.500000 Penalty: 4755.353516
	Iteration 0F: 3 clusters Score -1623910 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1627468.000000 Penalty: 4755.353516
	Iteration 1F: 3 clusters Score -1627468 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1628123.000000 Penalty: 4755.353516
	Iteration 2F: 3 clusters Score -1628123 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1628869.875000 Penalty: 4755.353516
	Iteration 3F: 3 clusters Score -1628870 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1629656.750000 Penalty: 4755.353516
	Iteration 4F: 3 clusters Score -1629657 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1630447.875000 Penalty: 4755.353516
	Iteration 5F: 3 clusters Score -1630448 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1631410.375000 Penalty: 4755.353516
	Iteration 6F: 3 clusters Score -1631410 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1632497.125000 Penalty: 4755.353516
	Iteration 7F: 3 clusters Score -1632497 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1633554.250000 Penalty: 4755.353516
	Iteration 8F: 3 clusters Score -1633554 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1634262.875000 Penalty: 4755.353516
	Iteration 9Q: 3 clusters Score -1634263 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1634556.375000 Penalty: 4755.353516
	Iteration 10Q: 3 clusters Score -1634556 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1634655.375000 Penalty: 4755.353516
	Iteration 11Q: 3 clusters Score -1634655 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1634690.500000 Penalty: 4755.353516
	Iteration 12Q: 3 clusters Score -1634690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1634701.375000 Penalty: 4755.353516
	Iteration 13Q: 3 clusters Score -1634701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1634706.750000 Penalty: 4755.353516
	Iteration 14Q: 3 clusters Score -1634707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1634710.625000 Penalty: 4755.353516
	Iteration 15Q: 3 clusters Score -1634711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1634713.125000 Penalty: 4755.353516
	Iteration 16Q: 3 clusters Score -1634713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1634712.000000 Penalty: 4755.353516
	Iteration 17Q: 3 clusters Score -1634712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1634711.500000 Penalty: 4755.353516
	Iteration 18Q: 3 clusters Score -1634712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1634713.500000 Penalty: 4755.353516
	Iteration 19Q: 3 clusters Score -1634714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1634712.000000 Penalty: 4755.353516
	Iteration 20F: 3 clusters Score -1634712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27854 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140552 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109653 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 212812 members 
Mstep: Class 16 contains 23749 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 128595 members 
Mstep: Class 20 contains 21575 members 
Mstep: Class 21 contains 20553 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 11691 members 
Mstep: Class 29 contains 10254 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12494 members 
Mstep: Class 32 contains 13337 members 
Mstep: Class 33 contains 9328 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6828 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2478 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 53534 members 
Mstep: Class 45 contains 16107 members 
Mstep: Class 46 contains 41411 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 4951 members 
Mstep: Class 49 contains 3677 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3686 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 6891 members 
Mstep: Class 55 contains 20988 members 
Mstep: Class 56 contains 14859 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 829 members 
Mstep: Class 62 contains 4517 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 893 members 
Mstep: Class 65 contains 27124 members 
Mstep: Class 66 contains 9629 members 
Entering Unmasked Estep 
Score: -139289904.000000 Penalty: 230321.296875
Splitting cluster 48 changes total score from -139290704.000000 to -139289904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -362812.625000 Penalty: 2036.043335
	Iteration 0F: 2 clusters Score -362812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -359148.281250 Penalty: 4072.086670
	Iteration 0F: 3 clusters Score -359148.3 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -360133.937500 Penalty: 4072.086670
	Iteration 1F: 3 clusters Score -360133.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -360483.187500 Penalty: 4072.086670
	Iteration 2F: 3 clusters Score -360483.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -360812.031250 Penalty: 4072.086670
	Iteration 3F: 3 clusters Score -360812 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -361131.718750 Penalty: 4072.086670
	Iteration 4F: 3 clusters Score -361131.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -361424.343750 Penalty: 4072.086670
	Iteration 5F: 3 clusters Score -361424.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -361720.125000 Penalty: 4072.086670
	Iteration 6F: 3 clusters Score -361720.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -361929.937500 Penalty: 4072.086670
	Iteration 7Q: 3 clusters Score -361929.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -362056.656250 Penalty: 4072.086670
	Iteration 8Q: 3 clusters Score -362056.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -362136.406250 Penalty: 4072.086670
	Iteration 9Q: 3 clusters Score -362136.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -362201.062500 Penalty: 4072.086670
	Iteration 10Q: 3 clusters Score -362201.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -362253.500000 Penalty: 4072.086670
	Iteration 11Q: 3 clusters Score -362253.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -362285.375000 Penalty: 4072.086670
	Iteration 12Q: 3 clusters Score -362285.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -362300.656250 Penalty: 4072.086670
	Iteration 13Q: 3 clusters Score -362300.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -362308.875000 Penalty: 4072.086670
	Iteration 14Q: 3 clusters Score -362308.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -362313.968750 Penalty: 4072.086670
	Iteration 15Q: 3 clusters Score -362314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -362317.968750 Penalty: 4072.086670
	Iteration 16Q: 3 clusters Score -362318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -362318.406250 Penalty: 4072.086670
	Iteration 17Q: 3 clusters Score -362318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -362318.406250 Penalty: 4072.086670
	Iteration 18F: 3 clusters Score -362318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Entering Unmasked Estep 
Score: -783034.812500 Penalty: 2190.734863
	Iteration 0F: 2 clusters Score -783034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -777330.500000 Penalty: 4381.469727
	Iteration 0F: 3 clusters Score -777330.5 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -778728.125000 Penalty: 4381.469727
	Iteration 1F: 3 clusters Score -778728.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -778994.625000 Penalty: 4381.469727
	Iteration 2F: 3 clusters Score -778994.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -779192.250000 Penalty: 4381.469727
	Iteration 3F: 3 clusters Score -779192.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -779357.937500 Penalty: 4381.469727
	Iteration 4Q: 3 clusters Score -779357.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -779504.125000 Penalty: 4381.469727
	Iteration 5Q: 3 clusters Score -779504.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -779627.437500 Penalty: 4381.469727
	Iteration 6Q: 3 clusters Score -779627.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -779731.000000 Penalty: 4381.469727
	Iteration 7Q: 3 clusters Score -779731 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -779812.250000 Penalty: 4381.469727
	Iteration 8Q: 3 clusters Score -779812.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -779883.187500 Penalty: 4381.469727
	Iteration 9Q: 3 clusters Score -779883.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -779937.625000 Penalty: 4381.469727
	Iteration 10Q: 3 clusters Score -779937.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -779986.437500 Penalty: 4381.469727
	Iteration 11Q: 3 clusters Score -779986.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -780026.812500 Penalty: 4381.469727
	Iteration 12Q: 3 clusters Score -780026.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -780065.375000 Penalty: 4381.469727
	Iteration 13Q: 3 clusters Score -780065.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -780100.375000 Penalty: 4381.469727
	Iteration 14Q: 3 clusters Score -780100.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -780120.187500 Penalty: 4381.469727
	Iteration 15Q: 3 clusters Score -780120.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -780136.625000 Penalty: 4381.469727
	Iteration 16Q: 3 clusters Score -780136.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -780148.000000 Penalty: 4381.469727
	Iteration 17Q: 3 clusters Score -780148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -780158.062500 Penalty: 4381.469727
	Iteration 18Q: 3 clusters Score -780158.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -780169.562500 Penalty: 4381.469727
	Iteration 19Q: 3 clusters Score -780169.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -780181.937500 Penalty: 4381.469727
	Iteration 20F: 3 clusters Score -780181.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -780192.562500 Penalty: 4381.469727
	Iteration 21Q: 3 clusters Score -780192.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -780197.375000 Penalty: 4381.469727
	Iteration 22Q: 3 clusters Score -780197.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -780205.812500 Penalty: 4381.469727
	Iteration 23Q: 3 clusters Score -780205.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -780214.875000 Penalty: 4381.469727
	Iteration 24Q: 3 clusters Score -780214.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -780221.437500 Penalty: 4381.469727
	Iteration 25Q: 3 clusters Score -780221.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -780226.000000 Penalty: 4381.469727
	Iteration 26Q: 3 clusters Score -780226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -780230.437500 Penalty: 4381.469727
	Iteration 27Q: 3 clusters Score -780230.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -780232.187500 Penalty: 4381.469727
	Iteration 28Q: 3 clusters Score -780232.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -780235.875000 Penalty: 4381.469727
	Iteration 29Q: 3 clusters Score -780235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -780237.562500 Penalty: 4381.469727
	Iteration 30Q: 3 clusters Score -780237.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -780239.312500 Penalty: 4381.469727
	Iteration 31Q: 3 clusters Score -780239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -780245.562500 Penalty: 4381.469727
	Iteration 32Q: 3 clusters Score -780245.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -780248.500000 Penalty: 4381.469727
	Iteration 33Q: 3 clusters Score -780248.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -780251.125000 Penalty: 4381.469727
	Iteration 34Q: 3 clusters Score -780251.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -780252.812500 Penalty: 4381.469727
	Iteration 35Q: 3 clusters Score -780252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -780255.500000 Penalty: 4381.469727
	Iteration 36Q: 3 clusters Score -780255.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -780257.875000 Penalty: 4381.469727
	Iteration 37Q: 3 clusters Score -780257.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -780259.062500 Penalty: 4381.469727
	Iteration 38Q: 3 clusters Score -780259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -780260.125000 Penalty: 4381.469727
	Iteration 39Q: 3 clusters Score -780260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -780261.437500 Penalty: 4381.469727
	Iteration 40F: 3 clusters Score -780261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -780262.000000 Penalty: 4381.469727
	Iteration 41Q: 3 clusters Score -780262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -780261.375000 Penalty: 4381.469727
	Iteration 42Q: 3 clusters Score -780261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -780262.000000 Penalty: 4381.469727
	Iteration 43Q: 3 clusters Score -780262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -780262.875000 Penalty: 4381.469727
	Iteration 44Q: 3 clusters Score -780262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -780263.125000 Penalty: 4381.469727
	Iteration 45Q: 3 clusters Score -780263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -780263.937500 Penalty: 4381.469727
	Iteration 46Q: 3 clusters Score -780263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -780264.187500 Penalty: 4381.469727
	Iteration 47Q: 3 clusters Score -780264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -780264.562500 Penalty: 4381.469727
	Iteration 48Q: 3 clusters Score -780264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -780265.500000 Penalty: 4381.469727
	Iteration 49Q: 3 clusters Score -780265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -780266.937500 Penalty: 4381.469727
	Iteration 50Q: 3 clusters Score -780266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -780267.000000 Penalty: 4381.469727
	Iteration 51Q: 3 clusters Score -780267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -780268.375000 Penalty: 4381.469727
	Iteration 52Q: 3 clusters Score -780268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -780266.937500 Penalty: 4381.469727
	Iteration 53Q: 3 clusters Score -780266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -780267.750000 Penalty: 4381.469727
	Iteration 54Q: 3 clusters Score -780267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -780267.125000 Penalty: 4381.469727
	Iteration 55Q: 3 clusters Score -780267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -780268.562500 Penalty: 4381.469727
	Iteration 56Q: 3 clusters Score -780268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -780268.500000 Penalty: 4381.469727
	Iteration 57Q: 3 clusters Score -780268.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -780269.500000 Penalty: 4381.469727
	Iteration 58Q: 3 clusters Score -780269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -780272.625000 Penalty: 4381.469727
	Iteration 59Q: 3 clusters Score -780272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -780272.125000 Penalty: 4381.469727
	Iteration 60F: 3 clusters Score -780272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -780274.875000 Penalty: 4381.469727
	Iteration 61Q: 3 clusters Score -780274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -780275.500000 Penalty: 4381.469727
	Iteration 62Q: 3 clusters Score -780275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -780275.937500 Penalty: 4381.469727
	Iteration 63Q: 3 clusters Score -780275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -780277.562500 Penalty: 4381.469727
	Iteration 64Q: 3 clusters Score -780277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -780279.187500 Penalty: 4381.469727
	Iteration 65Q: 3 clusters Score -780279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -780278.250000 Penalty: 4381.469727
	Iteration 66Q: 3 clusters Score -780278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -780279.312500 Penalty: 4381.469727
	Iteration 67Q: 3 clusters Score -780279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -780278.875000 Penalty: 4381.469727
	Iteration 68Q: 3 clusters Score -780278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -780280.125000 Penalty: 4381.469727
	Iteration 69Q: 3 clusters Score -780280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -780281.500000 Penalty: 4381.469727
	Iteration 70Q: 3 clusters Score -780281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -780281.875000 Penalty: 4381.469727
	Iteration 71Q: 3 clusters Score -780281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -780280.437500 Penalty: 4381.469727
	Iteration 72Q: 3 clusters Score -780280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -780282.375000 Penalty: 4381.469727
	Iteration 73Q: 3 clusters Score -780282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -780281.375000 Penalty: 4381.469727
	Iteration 74Q: 3 clusters Score -780281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -780282.875000 Penalty: 4381.469727
	Iteration 75Q: 3 clusters Score -780282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -780282.625000 Penalty: 4381.469727
	Iteration 76Q: 3 clusters Score -780282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -780282.937500 Penalty: 4381.469727
	Iteration 77Q: 3 clusters Score -780282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -780282.937500 Penalty: 4381.469727
	Iteration 78F: 3 clusters Score -780282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -338975.875000 Penalty: 2036.649780
	Iteration 0F: 2 clusters Score -338975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -335372.281250 Penalty: 4073.299561
	Iteration 0F: 3 clusters Score -335372.3 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -336443.531250 Penalty: 4073.299561
	Iteration 1F: 3 clusters Score -336443.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -336845.437500 Penalty: 4073.299561
	Iteration 2F: 3 clusters Score -336845.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -337159.093750 Penalty: 4073.299561
	Iteration 3F: 3 clusters Score -337159.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -337394.968750 Penalty: 4073.299561
	Iteration 4F: 3 clusters Score -337395 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -337554.656250 Penalty: 4073.299561
	Iteration 5Q: 3 clusters Score -337554.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -337686.062500 Penalty: 4073.299561
	Iteration 6Q: 3 clusters Score -337686.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -337802.625000 Penalty: 4073.299561
	Iteration 7Q: 3 clusters Score -337802.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -337874.531250 Penalty: 4073.299561
	Iteration 8Q: 3 clusters Score -337874.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -337917.125000 Penalty: 4073.299561
	Iteration 9Q: 3 clusters Score -337917.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -337945.781250 Penalty: 4073.299561
	Iteration 10Q: 3 clusters Score -337945.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -337960.718750 Penalty: 4073.299561
	Iteration 11Q: 3 clusters Score -337960.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -337974.187500 Penalty: 4073.299561
	Iteration 12Q: 3 clusters Score -337974.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -337988.781250 Penalty: 4073.299561
	Iteration 13Q: 3 clusters Score -337988.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -338005.218750 Penalty: 4073.299561
	Iteration 14Q: 3 clusters Score -338005.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -338020.562500 Penalty: 4073.299561
	Iteration 15Q: 3 clusters Score -338020.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -338034.750000 Penalty: 4073.299561
	Iteration 16Q: 3 clusters Score -338034.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -338040.843750 Penalty: 4073.299561
	Iteration 17Q: 3 clusters Score -338040.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -338045.875000 Penalty: 4073.299561
	Iteration 18Q: 3 clusters Score -338045.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -338050.000000 Penalty: 4073.299561
	Iteration 19Q: 3 clusters Score -338050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -338053.312500 Penalty: 4073.299561
	Iteration 20F: 3 clusters Score -338053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -338054.250000 Penalty: 4073.299561
	Iteration 21Q: 3 clusters Score -338054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -338055.093750 Penalty: 4073.299561
	Iteration 22Q: 3 clusters Score -338055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -338057.093750 Penalty: 4073.299561
	Iteration 23Q: 3 clusters Score -338057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -338057.875000 Penalty: 4073.299561
	Iteration 24Q: 3 clusters Score -338057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -338058.281250 Penalty: 4073.299561
	Iteration 25Q: 3 clusters Score -338058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -338060.593750 Penalty: 4073.299561
	Iteration 26Q: 3 clusters Score -338060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -338061.281250 Penalty: 4073.299561
	Iteration 27Q: 3 clusters Score -338061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -338060.750000 Penalty: 4073.299561
	Iteration 28Q: 3 clusters Score -338060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -338060.750000 Penalty: 4073.299561
	Iteration 29F: 3 clusters Score -338060.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -413063.000000 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -413063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -409355.687500 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -409355.7 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -410280.781250 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -410280.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -410551.406250 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -410551.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -410770.937500 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -410770.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -411017.906250 Penalty: 4093.471680
	Iteration 4F: 3 clusters Score -411017.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -411275.156250 Penalty: 4093.471680
	Iteration 5F: 3 clusters Score -411275.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -411529.875000 Penalty: 4093.471680
	Iteration 6F: 3 clusters Score -411529.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -411724.656250 Penalty: 4093.471680
	Iteration 7F: 3 clusters Score -411724.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -411876.906250 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -411876.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -411980.125000 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -411980.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -412046.656250 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -412046.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -412085.531250 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -412085.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -412123.843750 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -412123.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -412148.531250 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -412148.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -412160.593750 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -412160.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -412167.687500 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -412167.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -412173.500000 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -412173.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412177.625000 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -412177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -412180.031250 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -412180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -412180.968750 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -412181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -412182.437500 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -412182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -412182.562500 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -412182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -412182.562500 Penalty: 4093.471680
	Iteration 22F: 3 clusters Score -412182.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Entering Unmasked Estep 
Score: -2557023.500000 Penalty: 2507.222900
	Iteration 0F: 2 clusters Score -2557024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2540086.500000 Penalty: 5014.445801
	Iteration 0F: 3 clusters Score -2540086 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2546192.000000 Penalty: 5014.445801
	Iteration 1F: 3 clusters Score -2546192 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2546888.500000 Penalty: 5014.445801
	Iteration 2F: 3 clusters Score -2546888 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2547522.500000 Penalty: 5014.445801
	Iteration 3F: 3 clusters Score -2547522 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2548152.500000 Penalty: 5014.445801
	Iteration 4F: 3 clusters Score -2548152 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2548760.000000 Penalty: 5014.445801
	Iteration 5Q: 3 clusters Score -2548760 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2549298.000000 Penalty: 5014.445801
	Iteration 6Q: 3 clusters Score -2549298 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2549779.750000 Penalty: 5014.445801
	Iteration 7Q: 3 clusters Score -2549780 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2550223.750000 Penalty: 5014.445801
	Iteration 8Q: 3 clusters Score -2550224 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2550657.500000 Penalty: 5014.445801
	Iteration 9Q: 3 clusters Score -2550658 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2551080.500000 Penalty: 5014.445801
	Iteration 10Q: 3 clusters Score -2551080 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2551565.500000 Penalty: 5014.445801
	Iteration 11Q: 3 clusters Score -2551566 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2552069.250000 Penalty: 5014.445801
	Iteration 12Q: 3 clusters Score -2552069 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2552602.500000 Penalty: 5014.445801
	Iteration 13Q: 3 clusters Score -2552602 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2553119.750000 Penalty: 5014.445801
	Iteration 14Q: 3 clusters Score -2553120 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2553511.250000 Penalty: 5014.445801
	Iteration 15Q: 3 clusters Score -2553511 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2553817.750000 Penalty: 5014.445801
	Iteration 16Q: 3 clusters Score -2553818 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2554039.500000 Penalty: 5014.445801
	Iteration 17Q: 3 clusters Score -2554040 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2554205.500000 Penalty: 5014.445801
	Iteration 18Q: 3 clusters Score -2554206 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2554314.500000 Penalty: 5014.445801
	Iteration 19Q: 3 clusters Score -2554314 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2554406.250000 Penalty: 5014.445801
	Iteration 20F: 3 clusters Score -2554406 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2554472.250000 Penalty: 5014.445801
	Iteration 21Q: 3 clusters Score -2554472 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2554516.750000 Penalty: 5014.445801
	Iteration 22Q: 3 clusters Score -2554517 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2554538.250000 Penalty: 5014.445801
	Iteration 23Q: 3 clusters Score -2554538 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2554558.000000 Penalty: 5014.445801
	Iteration 24Q: 3 clusters Score -2554558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2554567.500000 Penalty: 5014.445801
	Iteration 25Q: 3 clusters Score -2554568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2554591.500000 Penalty: 5014.445801
	Iteration 26Q: 3 clusters Score -2554592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2554610.000000 Penalty: 5014.445801
	Iteration 27Q: 3 clusters Score -2554610 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2554612.250000 Penalty: 5014.445801
	Iteration 28Q: 3 clusters Score -2554612 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2554637.000000 Penalty: 5014.445801
	Iteration 29Q: 3 clusters Score -2554637 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2554644.000000 Penalty: 5014.445801
	Iteration 30Q: 3 clusters Score -2554644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2554665.000000 Penalty: 5014.445801
	Iteration 31Q: 3 clusters Score -2554665 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2554694.750000 Penalty: 5014.445801
	Iteration 32Q: 3 clusters Score -2554695 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2554712.500000 Penalty: 5014.445801
	Iteration 33Q: 3 clusters Score -2554712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2554730.750000 Penalty: 5014.445801
	Iteration 34Q: 3 clusters Score -2554731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2554733.000000 Penalty: 5014.445801
	Iteration 35Q: 3 clusters Score -2554733 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2554757.250000 Penalty: 5014.445801
	Iteration 36Q: 3 clusters Score -2554757 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2554771.750000 Penalty: 5014.445801
	Iteration 37Q: 3 clusters Score -2554772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2554787.000000 Penalty: 5014.445801
	Iteration 38Q: 3 clusters Score -2554787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2554792.750000 Penalty: 5014.445801
	Iteration 39Q: 3 clusters Score -2554793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2554796.750000 Penalty: 5014.445801
	Iteration 40F: 3 clusters Score -2554797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2554802.250000 Penalty: 5014.445801
	Iteration 41Q: 3 clusters Score -2554802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2554816.000000 Penalty: 5014.445801
	Iteration 42Q: 3 clusters Score -2554816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2554836.500000 Penalty: 5014.445801
	Iteration 43Q: 3 clusters Score -2554836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2554840.250000 Penalty: 5014.445801
	Iteration 44Q: 3 clusters Score -2554840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2554856.250000 Penalty: 5014.445801
	Iteration 45Q: 3 clusters Score -2554856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2554860.250000 Penalty: 5014.445801
	Iteration 46Q: 3 clusters Score -2554860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2554869.500000 Penalty: 5014.445801
	Iteration 47Q: 3 clusters Score -2554870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2554880.500000 Penalty: 5014.445801
	Iteration 48Q: 3 clusters Score -2554880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2554890.500000 Penalty: 5014.445801
	Iteration 49Q: 3 clusters Score -2554890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2554893.500000 Penalty: 5014.445801
	Iteration 50Q: 3 clusters Score -2554894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2554910.500000 Penalty: 5014.445801
	Iteration 51Q: 3 clusters Score -2554910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2554927.500000 Penalty: 5014.445801
	Iteration 52Q: 3 clusters Score -2554928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2554931.000000 Penalty: 5014.445801
	Iteration 53Q: 3 clusters Score -2554931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2554944.500000 Penalty: 5014.445801
	Iteration 54Q: 3 clusters Score -2554944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2554952.750000 Penalty: 5014.445801
	Iteration 55Q: 3 clusters Score -2554953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2554958.000000 Penalty: 5014.445801
	Iteration 56Q: 3 clusters Score -2554958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2554964.750000 Penalty: 5014.445801
	Iteration 57Q: 3 clusters Score -2554965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2554977.750000 Penalty: 5014.445801
	Iteration 58Q: 3 clusters Score -2554978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2554979.500000 Penalty: 5014.445801
	Iteration 59Q: 3 clusters Score -2554980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2554985.000000 Penalty: 5014.445801
	Iteration 60F: 3 clusters Score -2554985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2555001.000000 Penalty: 5014.445801
	Iteration 61Q: 3 clusters Score -2555001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2555008.750000 Penalty: 5014.445801
	Iteration 62Q: 3 clusters Score -2555009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2555021.750000 Penalty: 5014.445801
	Iteration 63Q: 3 clusters Score -2555022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2555042.500000 Penalty: 5014.445801
	Iteration 64Q: 3 clusters Score -2555042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2555062.500000 Penalty: 5014.445801
	Iteration 65Q: 3 clusters Score -2555062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2555077.000000 Penalty: 5014.445801
	Iteration 66Q: 3 clusters Score -2555077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2555100.500000 Penalty: 5014.445801
	Iteration 67Q: 3 clusters Score -2555100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2555130.000000 Penalty: 5014.445801
	Iteration 68Q: 3 clusters Score -2555130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2555163.500000 Penalty: 5014.445801
	Iteration 69Q: 3 clusters Score -2555164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2555197.500000 Penalty: 5014.445801
	Iteration 70Q: 3 clusters Score -2555198 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2555238.000000 Penalty: 5014.445801
	Iteration 71Q: 3 clusters Score -2555238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2555274.000000 Penalty: 5014.445801
	Iteration 72Q: 3 clusters Score -2555274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2555318.250000 Penalty: 5014.445801
	Iteration 73Q: 3 clusters Score -2555318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2555358.500000 Penalty: 5014.445801
	Iteration 74Q: 3 clusters Score -2555358 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2555417.250000 Penalty: 5014.445801
	Iteration 75Q: 3 clusters Score -2555417 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2555458.000000 Penalty: 5014.445801
	Iteration 76Q: 3 clusters Score -2555458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2555485.500000 Penalty: 5014.445801
	Iteration 77Q: 3 clusters Score -2555486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2555497.500000 Penalty: 5014.445801
	Iteration 78Q: 3 clusters Score -2555498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2555507.500000 Penalty: 5014.445801
	Iteration 79Q: 3 clusters Score -2555508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2555524.500000 Penalty: 5014.445801
	Iteration 80F: 3 clusters Score -2555524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2555538.250000 Penalty: 5014.445801
	Iteration 81Q: 3 clusters Score -2555538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2555543.250000 Penalty: 5014.445801
	Iteration 82Q: 3 clusters Score -2555543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2555551.750000 Penalty: 5014.445801
	Iteration 83Q: 3 clusters Score -2555552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2555559.250000 Penalty: 5014.445801
	Iteration 84Q: 3 clusters Score -2555559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2555561.500000 Penalty: 5014.445801
	Iteration 85Q: 3 clusters Score -2555562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2555566.750000 Penalty: 5014.445801
	Iteration 86Q: 3 clusters Score -2555567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2555577.500000 Penalty: 5014.445801
	Iteration 87Q: 3 clusters Score -2555578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2555589.500000 Penalty: 5014.445801
	Iteration 88Q: 3 clusters Score -2555590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2555599.250000 Penalty: 5014.445801
	Iteration 89Q: 3 clusters Score -2555599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2555605.000000 Penalty: 5014.445801
	Iteration 90Q: 3 clusters Score -2555605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2555601.000000 Penalty: 5014.445801
	Iteration 91Q: 3 clusters Score -2555601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2555609.500000 Penalty: 5014.445801
	Iteration 92Q: 3 clusters Score -2555610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2555613.000000 Penalty: 5014.445801
	Iteration 93Q: 3 clusters Score -2555613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2555618.500000 Penalty: 5014.445801
	Iteration 94Q: 3 clusters Score -2555618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2555613.750000 Penalty: 5014.445801
	Iteration 95Q: 3 clusters Score -2555614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2555622.250000 Penalty: 5014.445801
	Iteration 96Q: 3 clusters Score -2555622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2555622.250000 Penalty: 5014.445801
	Iteration 97Q: 3 clusters Score -2555622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2555624.000000 Penalty: 5014.445801
	Iteration 98Q: 3 clusters Score -2555624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2555634.000000 Penalty: 5014.445801
	Iteration 99Q: 3 clusters Score -2555634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2555636.000000 Penalty: 5014.445801
	Iteration 100F: 3 clusters Score -2555636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2555636.750000 Penalty: 5014.445801
	Iteration 101Q: 3 clusters Score -2555637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2555635.000000 Penalty: 5014.445801
	Iteration 102Q: 3 clusters Score -2555635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2555639.500000 Penalty: 5014.445801
	Iteration 103Q: 3 clusters Score -2555640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2555641.000000 Penalty: 5014.445801
	Iteration 104Q: 3 clusters Score -2555641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2555638.750000 Penalty: 5014.445801
	Iteration 105Q: 3 clusters Score -2555639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2555638.750000 Penalty: 5014.445801
	Iteration 106F: 3 clusters Score -2555639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Entering Unmasked Estep 
Score: -767536.750000 Penalty: 2191.816895
	Iteration 0F: 2 clusters Score -767536.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -761860.562500 Penalty: 4383.633789
	Iteration 0F: 3 clusters Score -761860.6 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -763455.750000 Penalty: 4383.633789
	Iteration 1F: 3 clusters Score -763455.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -763890.250000 Penalty: 4383.633789
	Iteration 2F: 3 clusters Score -763890.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -764210.687500 Penalty: 4383.633789
	Iteration 3F: 3 clusters Score -764210.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -764514.000000 Penalty: 4383.633789
	Iteration 4F: 3 clusters Score -764514 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -764836.500000 Penalty: 4383.633789
	Iteration 5F: 3 clusters Score -764836.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -765146.937500 Penalty: 4383.633789
	Iteration 6F: 3 clusters Score -765146.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -765418.062500 Penalty: 4383.633789
	Iteration 7F: 3 clusters Score -765418.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -765601.687500 Penalty: 4383.633789
	Iteration 8Q: 3 clusters Score -765601.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -765730.125000 Penalty: 4383.633789
	Iteration 9Q: 3 clusters Score -765730.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -765831.437500 Penalty: 4383.633789
	Iteration 10Q: 3 clusters Score -765831.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -765904.437500 Penalty: 4383.633789
	Iteration 11Q: 3 clusters Score -765904.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -765943.562500 Penalty: 4383.633789
	Iteration 12Q: 3 clusters Score -765943.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -765969.937500 Penalty: 4383.633789
	Iteration 13Q: 3 clusters Score -765969.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -765995.500000 Penalty: 4383.633789
	Iteration 14Q: 3 clusters Score -765995.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -766016.312500 Penalty: 4383.633789
	Iteration 15Q: 3 clusters Score -766016.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -766040.812500 Penalty: 4383.633789
	Iteration 16Q: 3 clusters Score -766040.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -766058.375000 Penalty: 4383.633789
	Iteration 17Q: 3 clusters Score -766058.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -766075.312500 Penalty: 4383.633789
	Iteration 18Q: 3 clusters Score -766075.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -766089.937500 Penalty: 4383.633789
	Iteration 19Q: 3 clusters Score -766089.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -766098.375000 Penalty: 4383.633789
	Iteration 20F: 3 clusters Score -766098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -766101.750000 Penalty: 4383.633789
	Iteration 21Q: 3 clusters Score -766101.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -766104.750000 Penalty: 4383.633789
	Iteration 22Q: 3 clusters Score -766104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -766107.187500 Penalty: 4383.633789
	Iteration 23Q: 3 clusters Score -766107.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -766112.750000 Penalty: 4383.633789
	Iteration 24Q: 3 clusters Score -766112.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -766112.312500 Penalty: 4383.633789
	Iteration 25Q: 3 clusters Score -766112.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -766117.437500 Penalty: 4383.633789
	Iteration 26Q: 3 clusters Score -766117.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -766118.812500 Penalty: 4383.633789
	Iteration 27Q: 3 clusters Score -766118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -766122.125000 Penalty: 4383.633789
	Iteration 28Q: 3 clusters Score -766122.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -766124.812500 Penalty: 4383.633789
	Iteration 29Q: 3 clusters Score -766124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -766128.687500 Penalty: 4383.633789
	Iteration 30Q: 3 clusters Score -766128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -766128.750000 Penalty: 4383.633789
	Iteration 31Q: 3 clusters Score -766128.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -766132.187500 Penalty: 4383.633789
	Iteration 32Q: 3 clusters Score -766132.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -766136.312500 Penalty: 4383.633789
	Iteration 33Q: 3 clusters Score -766136.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -766137.000000 Penalty: 4383.633789
	Iteration 34Q: 3 clusters Score -766137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -766138.125000 Penalty: 4383.633789
	Iteration 35Q: 3 clusters Score -766138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -766139.375000 Penalty: 4383.633789
	Iteration 36Q: 3 clusters Score -766139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -766139.187500 Penalty: 4383.633789
	Iteration 37Q: 3 clusters Score -766139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -766139.187500 Penalty: 4383.633789
	Iteration 38F: 3 clusters Score -766139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (20988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Entering Unmasked Estep 
Score: -2413536.250000 Penalty: 2468.022949
	Iteration 0F: 2 clusters Score -2413536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2398731.250000 Penalty: 4936.045898
	Iteration 0F: 3 clusters Score -2398731 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2403804.500000 Penalty: 4936.045898
	Iteration 1F: 3 clusters Score -2403804 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2404293.500000 Penalty: 4936.045898
	Iteration 2F: 3 clusters Score -2404294 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2404771.500000 Penalty: 4936.045898
	Iteration 3F: 3 clusters Score -2404772 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2405310.250000 Penalty: 4936.045898
	Iteration 4F: 3 clusters Score -2405310 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2405900.750000 Penalty: 4936.045898
	Iteration 5F: 3 clusters Score -2405901 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2406576.750000 Penalty: 4936.045898
	Iteration 6F: 3 clusters Score -2406577 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2407351.500000 Penalty: 4936.045898
	Iteration 7F: 3 clusters Score -2407352 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2408151.250000 Penalty: 4936.045898
	Iteration 8F: 3 clusters Score -2408151 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2408902.250000 Penalty: 4936.045898
	Iteration 9F: 3 clusters Score -2408902 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2409569.500000 Penalty: 4936.045898
	Iteration 10Q: 3 clusters Score -2409570 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2410109.750000 Penalty: 4936.045898
	Iteration 11Q: 3 clusters Score -2410110 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2410554.500000 Penalty: 4936.045898
	Iteration 12Q: 3 clusters Score -2410554 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2410848.000000 Penalty: 4936.045898
	Iteration 13Q: 3 clusters Score -2410848 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2411062.750000 Penalty: 4936.045898
	Iteration 14Q: 3 clusters Score -2411063 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2411169.000000 Penalty: 4936.045898
	Iteration 15Q: 3 clusters Score -2411169 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2411268.750000 Penalty: 4936.045898
	Iteration 16Q: 3 clusters Score -2411269 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2411324.250000 Penalty: 4936.045898
	Iteration 17Q: 3 clusters Score -2411324 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2411355.750000 Penalty: 4936.045898
	Iteration 18Q: 3 clusters Score -2411356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2411377.000000 Penalty: 4936.045898
	Iteration 19Q: 3 clusters Score -2411377 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2411400.500000 Penalty: 4936.045898
	Iteration 20F: 3 clusters Score -2411400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2411408.500000 Penalty: 4936.045898
	Iteration 21Q: 3 clusters Score -2411408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2411425.000000 Penalty: 4936.045898
	Iteration 22Q: 3 clusters Score -2411425 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2411449.500000 Penalty: 4936.045898
	Iteration 23Q: 3 clusters Score -2411450 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2411471.250000 Penalty: 4936.045898
	Iteration 24Q: 3 clusters Score -2411471 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2411485.000000 Penalty: 4936.045898
	Iteration 25Q: 3 clusters Score -2411485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2411505.250000 Penalty: 4936.045898
	Iteration 26Q: 3 clusters Score -2411505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2411513.750000 Penalty: 4936.045898
	Iteration 27Q: 3 clusters Score -2411514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2411519.500000 Penalty: 4936.045898
	Iteration 28Q: 3 clusters Score -2411520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2411519.000000 Penalty: 4936.045898
	Iteration 29Q: 3 clusters Score -2411519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2411523.000000 Penalty: 4936.045898
	Iteration 30Q: 3 clusters Score -2411523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2411525.750000 Penalty: 4936.045898
	Iteration 31Q: 3 clusters Score -2411526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2411532.750000 Penalty: 4936.045898
	Iteration 32Q: 3 clusters Score -2411533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2411531.250000 Penalty: 4936.045898
	Iteration 33Q: 3 clusters Score -2411531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2411534.500000 Penalty: 4936.045898
	Iteration 34Q: 3 clusters Score -2411534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2411537.250000 Penalty: 4936.045898
	Iteration 35Q: 3 clusters Score -2411537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2411543.000000 Penalty: 4936.045898
	Iteration 36Q: 3 clusters Score -2411543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2411542.500000 Penalty: 4936.045898
	Iteration 37Q: 3 clusters Score -2411542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2411546.000000 Penalty: 4936.045898
	Iteration 38Q: 3 clusters Score -2411546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2411546.000000 Penalty: 4936.045898
	Iteration 39F: 3 clusters Score -2411546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Entering Unmasked Estep 
Score: -1563170.000000 Penalty: 2382.377686
	Iteration 0F: 2 clusters Score -1563170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1552461.375000 Penalty: 4764.755371
	Iteration 0F: 3 clusters Score -1552461 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1556408.875000 Penalty: 4764.755371
	Iteration 1F: 3 clusters Score -1556409 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1557373.250000 Penalty: 4764.755371
	Iteration 2F: 3 clusters Score -1557373 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1558308.750000 Penalty: 4764.755371
	Iteration 3F: 3 clusters Score -1558309 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1559076.500000 Penalty: 4764.755371
	Iteration 4F: 3 clusters Score -1559076 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1559634.875000 Penalty: 4764.755371
	Iteration 5F: 3 clusters Score -1559635 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1560070.250000 Penalty: 4764.755371
	Iteration 6Q: 3 clusters Score -1560070 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1560354.875000 Penalty: 4764.755371
	Iteration 7Q: 3 clusters Score -1560355 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1560537.500000 Penalty: 4764.755371
	Iteration 8Q: 3 clusters Score -1560538 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1560677.250000 Penalty: 4764.755371
	Iteration 9Q: 3 clusters Score -1560677 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1560808.500000 Penalty: 4764.755371
	Iteration 10Q: 3 clusters Score -1560808 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1560923.125000 Penalty: 4764.755371
	Iteration 11Q: 3 clusters Score -1560923 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1561017.375000 Penalty: 4764.755371
	Iteration 12Q: 3 clusters Score -1561017 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1561095.250000 Penalty: 4764.755371
	Iteration 13Q: 3 clusters Score -1561095 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1561163.625000 Penalty: 4764.755371
	Iteration 14Q: 3 clusters Score -1561164 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1561215.875000 Penalty: 4764.755371
	Iteration 15Q: 3 clusters Score -1561216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1561263.625000 Penalty: 4764.755371
	Iteration 16Q: 3 clusters Score -1561264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1561324.625000 Penalty: 4764.755371
	Iteration 17Q: 3 clusters Score -1561325 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1561372.875000 Penalty: 4764.755371
	Iteration 18Q: 3 clusters Score -1561373 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1561421.000000 Penalty: 4764.755371
	Iteration 19Q: 3 clusters Score -1561421 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1561469.875000 Penalty: 4764.755371
	Iteration 20F: 3 clusters Score -1561470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1561520.500000 Penalty: 4764.755371
	Iteration 21Q: 3 clusters Score -1561520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1561565.500000 Penalty: 4764.755371
	Iteration 22Q: 3 clusters Score -1561566 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1561591.125000 Penalty: 4764.755371
	Iteration 23Q: 3 clusters Score -1561591 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1561606.500000 Penalty: 4764.755371
	Iteration 24Q: 3 clusters Score -1561606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1561628.125000 Penalty: 4764.755371
	Iteration 25Q: 3 clusters Score -1561628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1561637.125000 Penalty: 4764.755371
	Iteration 26Q: 3 clusters Score -1561637 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1561657.625000 Penalty: 4764.755371
	Iteration 27Q: 3 clusters Score -1561658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1561673.500000 Penalty: 4764.755371
	Iteration 28Q: 3 clusters Score -1561674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1561688.000000 Penalty: 4764.755371
	Iteration 29Q: 3 clusters Score -1561688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1561705.250000 Penalty: 4764.755371
	Iteration 30Q: 3 clusters Score -1561705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1561719.625000 Penalty: 4764.755371
	Iteration 31Q: 3 clusters Score -1561720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1561734.750000 Penalty: 4764.755371
	Iteration 32Q: 3 clusters Score -1561735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1561753.875000 Penalty: 4764.755371
	Iteration 33Q: 3 clusters Score -1561754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1561769.250000 Penalty: 4764.755371
	Iteration 34Q: 3 clusters Score -1561769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1561790.250000 Penalty: 4764.755371
	Iteration 35Q: 3 clusters Score -1561790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1561805.250000 Penalty: 4764.755371
	Iteration 36Q: 3 clusters Score -1561805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1561823.000000 Penalty: 4764.755371
	Iteration 37Q: 3 clusters Score -1561823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1561837.875000 Penalty: 4764.755371
	Iteration 38Q: 3 clusters Score -1561838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1561855.000000 Penalty: 4764.755371
	Iteration 39Q: 3 clusters Score -1561855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1561871.250000 Penalty: 4764.755371
	Iteration 40F: 3 clusters Score -1561871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1561887.250000 Penalty: 4764.755371
	Iteration 41Q: 3 clusters Score -1561887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1561913.625000 Penalty: 4764.755371
	Iteration 42Q: 3 clusters Score -1561914 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1561939.000000 Penalty: 4764.755371
	Iteration 43Q: 3 clusters Score -1561939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1561961.000000 Penalty: 4764.755371
	Iteration 44Q: 3 clusters Score -1561961 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1561987.875000 Penalty: 4764.755371
	Iteration 45Q: 3 clusters Score -1561988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1562010.375000 Penalty: 4764.755371
	Iteration 46Q: 3 clusters Score -1562010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1562034.250000 Penalty: 4764.755371
	Iteration 47Q: 3 clusters Score -1562034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1562048.250000 Penalty: 4764.755371
	Iteration 48Q: 3 clusters Score -1562048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1562065.750000 Penalty: 4764.755371
	Iteration 49Q: 3 clusters Score -1562066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1562080.375000 Penalty: 4764.755371
	Iteration 50Q: 3 clusters Score -1562080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1562094.500000 Penalty: 4764.755371
	Iteration 51Q: 3 clusters Score -1562094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1562111.500000 Penalty: 4764.755371
	Iteration 52Q: 3 clusters Score -1562112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1562124.125000 Penalty: 4764.755371
	Iteration 53Q: 3 clusters Score -1562124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1562138.500000 Penalty: 4764.755371
	Iteration 54Q: 3 clusters Score -1562138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1562159.500000 Penalty: 4764.755371
	Iteration 55Q: 3 clusters Score -1562160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1562178.000000 Penalty: 4764.755371
	Iteration 56Q: 3 clusters Score -1562178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1562190.625000 Penalty: 4764.755371
	Iteration 57Q: 3 clusters Score -1562191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1562209.500000 Penalty: 4764.755371
	Iteration 58Q: 3 clusters Score -1562210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1562231.875000 Penalty: 4764.755371
	Iteration 59Q: 3 clusters Score -1562232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1562261.750000 Penalty: 4764.755371
	Iteration 60F: 3 clusters Score -1562262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1562273.500000 Penalty: 4764.755371
	Iteration 61Q: 3 clusters Score -1562274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1562285.625000 Penalty: 4764.755371
	Iteration 62Q: 3 clusters Score -1562286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1562300.125000 Penalty: 4764.755371
	Iteration 63Q: 3 clusters Score -1562300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1562306.250000 Penalty: 4764.755371
	Iteration 64Q: 3 clusters Score -1562306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1562314.250000 Penalty: 4764.755371
	Iteration 65Q: 3 clusters Score -1562314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1562321.750000 Penalty: 4764.755371
	Iteration 66Q: 3 clusters Score -1562322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1562323.250000 Penalty: 4764.755371
	Iteration 67Q: 3 clusters Score -1562323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1562335.250000 Penalty: 4764.755371
	Iteration 68Q: 3 clusters Score -1562335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1562343.750000 Penalty: 4764.755371
	Iteration 69Q: 3 clusters Score -1562344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1562349.125000 Penalty: 4764.755371
	Iteration 70Q: 3 clusters Score -1562349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1562360.625000 Penalty: 4764.755371
	Iteration 71Q: 3 clusters Score -1562361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1562367.375000 Penalty: 4764.755371
	Iteration 72Q: 3 clusters Score -1562367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1562379.125000 Penalty: 4764.755371
	Iteration 73Q: 3 clusters Score -1562379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1562385.375000 Penalty: 4764.755371
	Iteration 74Q: 3 clusters Score -1562385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1562397.500000 Penalty: 4764.755371
	Iteration 75Q: 3 clusters Score -1562398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1562405.750000 Penalty: 4764.755371
	Iteration 76Q: 3 clusters Score -1562406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1562414.500000 Penalty: 4764.755371
	Iteration 77Q: 3 clusters Score -1562414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1562421.125000 Penalty: 4764.755371
	Iteration 78Q: 3 clusters Score -1562421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1562424.500000 Penalty: 4764.755371
	Iteration 79Q: 3 clusters Score -1562424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1562426.250000 Penalty: 4764.755371
	Iteration 80F: 3 clusters Score -1562426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1562433.375000 Penalty: 4764.755371
	Iteration 81Q: 3 clusters Score -1562433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1562440.125000 Penalty: 4764.755371
	Iteration 82Q: 3 clusters Score -1562440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1562443.625000 Penalty: 4764.755371
	Iteration 83Q: 3 clusters Score -1562444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1562443.875000 Penalty: 4764.755371
	Iteration 84Q: 3 clusters Score -1562444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1562441.125000 Penalty: 4764.755371
	Iteration 85Q: 3 clusters Score -1562441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1562443.750000 Penalty: 4764.755371
	Iteration 86Q: 3 clusters Score -1562444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1562446.125000 Penalty: 4764.755371
	Iteration 87Q: 3 clusters Score -1562446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1562446.125000 Penalty: 4764.755371
	Iteration 88F: 3 clusters Score -1562446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -134548.453125 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -134548.5 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 612 members 
Entering Unmasked Estep 
Score: -132442.765625 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -132442.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -132747.578125 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -132747.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -132838.781250 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -132838.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -132899.375000 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -132899.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -132941.562500 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -132941.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -132975.281250 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -132975.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133012.921875 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -133012.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133046.656250 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -133046.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -133071.453125 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -133071.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133088.531250 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -133088.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -133106.687500 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -133106.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -133124.546875 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -133124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -133136.265625 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -133136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133142.328125 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -133142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -133147.937500 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -133147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -133150.953125 Penalty: 3538.114746
	Iteration 15Q: 3 clusters Score -133151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133152.734375 Penalty: 3538.114746
	Iteration 16Q: 3 clusters Score -133152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -133155.171875 Penalty: 3538.114746
	Iteration 17Q: 3 clusters Score -133155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -133155.859375 Penalty: 3538.114746
	Iteration 18Q: 3 clusters Score -133155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -133157.281250 Penalty: 3538.114746
	Iteration 19Q: 3 clusters Score -133157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133157.984375 Penalty: 3538.114746
	Iteration 20F: 3 clusters Score -133158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Entering Unmasked Estep 
Score: -703026.875000 Penalty: 2167.365234
	Iteration 0F: 2 clusters Score -703026.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -697751.875000 Penalty: 4334.730469
	Iteration 0F: 3 clusters Score -697751.9 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -699045.000000 Penalty: 4334.730469
	Iteration 1F: 3 clusters Score -699045 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -699307.875000 Penalty: 4334.730469
	Iteration 2F: 3 clusters Score -699307.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -699491.750000 Penalty: 4334.730469
	Iteration 3F: 3 clusters Score -699491.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -699638.312500 Penalty: 4334.730469
	Iteration 4Q: 3 clusters Score -699638.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -699761.312500 Penalty: 4334.730469
	Iteration 5Q: 3 clusters Score -699761.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -699881.875000 Penalty: 4334.730469
	Iteration 6Q: 3 clusters Score -699881.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -699998.125000 Penalty: 4334.730469
	Iteration 7Q: 3 clusters Score -699998.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -700142.750000 Penalty: 4334.730469
	Iteration 8Q: 3 clusters Score -700142.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -700328.375000 Penalty: 4334.730469
	Iteration 9Q: 3 clusters Score -700328.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -700547.875000 Penalty: 4334.730469
	Iteration 10Q: 3 clusters Score -700547.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -700759.250000 Penalty: 4334.730469
	Iteration 11Q: 3 clusters Score -700759.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -700914.500000 Penalty: 4334.730469
	Iteration 12Q: 3 clusters Score -700914.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -701029.562500 Penalty: 4334.730469
	Iteration 13Q: 3 clusters Score -701029.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -701115.750000 Penalty: 4334.730469
	Iteration 14Q: 3 clusters Score -701115.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -701175.812500 Penalty: 4334.730469
	Iteration 15Q: 3 clusters Score -701175.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -701216.812500 Penalty: 4334.730469
	Iteration 16Q: 3 clusters Score -701216.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -701249.875000 Penalty: 4334.730469
	Iteration 17Q: 3 clusters Score -701249.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -701271.687500 Penalty: 4334.730469
	Iteration 18Q: 3 clusters Score -701271.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -701295.437500 Penalty: 4334.730469
	Iteration 19Q: 3 clusters Score -701295.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -701315.375000 Penalty: 4334.730469
	Iteration 20F: 3 clusters Score -701315.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -701326.312500 Penalty: 4334.730469
	Iteration 21Q: 3 clusters Score -701326.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -701330.687500 Penalty: 4334.730469
	Iteration 22Q: 3 clusters Score -701330.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -701335.625000 Penalty: 4334.730469
	Iteration 23Q: 3 clusters Score -701335.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -701338.750000 Penalty: 4334.730469
	Iteration 24Q: 3 clusters Score -701338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -701343.125000 Penalty: 4334.730469
	Iteration 25Q: 3 clusters Score -701343.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -701348.437500 Penalty: 4334.730469
	Iteration 26Q: 3 clusters Score -701348.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -701354.312500 Penalty: 4334.730469
	Iteration 27Q: 3 clusters Score -701354.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -701356.687500 Penalty: 4334.730469
	Iteration 28Q: 3 clusters Score -701356.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -701357.937500 Penalty: 4334.730469
	Iteration 29Q: 3 clusters Score -701357.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -701359.437500 Penalty: 4334.730469
	Iteration 30Q: 3 clusters Score -701359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -701360.437500 Penalty: 4334.730469
	Iteration 31Q: 3 clusters Score -701360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -701361.937500 Penalty: 4334.730469
	Iteration 32Q: 3 clusters Score -701361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -701363.187500 Penalty: 4334.730469
	Iteration 33Q: 3 clusters Score -701363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -701363.937500 Penalty: 4334.730469
	Iteration 34Q: 3 clusters Score -701363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -701366.000000 Penalty: 4334.730469
	Iteration 35Q: 3 clusters Score -701366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -701365.562500 Penalty: 4334.730469
	Iteration 36Q: 3 clusters Score -701365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -701368.375000 Penalty: 4334.730469
	Iteration 37Q: 3 clusters Score -701368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -701369.750000 Penalty: 4334.730469
	Iteration 38Q: 3 clusters Score -701369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -701370.875000 Penalty: 4334.730469
	Iteration 39Q: 3 clusters Score -701370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -701370.875000 Penalty: 4334.730469
	Iteration 40F: 3 clusters Score -701370.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -47883.949219 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -47883.95 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 246 members 
Entering Unmasked Estep 
Score: -46382.269531 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -46382.27 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46538.535156 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -46538.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46584.339844 Penalty: 3077.460693
	Iteration 2Q: 3 clusters Score -46584.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46616.515625 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -46616.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46639.746094 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -46639.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46666.839844 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -46666.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46721.230469 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -46721.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46801.546875 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -46801.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46848.503906 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -46848.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46870.964844 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -46870.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46889.542969 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -46889.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46893.179688 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -46893.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46899.460938 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -46899.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46905.460938 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -46905.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46910.261719 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -46910.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46911.964844 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -46911.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46913.101562 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -46913.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46913.101562 Penalty: 3077.460693
	Iteration 17F: 3 clusters Score -46913.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -508838.968750 Penalty: 2088.492920
	Iteration 0F: 2 clusters Score -508839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -504600.031250 Penalty: 4176.985840
	Iteration 0F: 3 clusters Score -504600 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -505621.406250 Penalty: 4176.985840
	Iteration 1F: 3 clusters Score -505621.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -505868.968750 Penalty: 4176.985840
	Iteration 2F: 3 clusters Score -505869 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -506021.406250 Penalty: 4176.985840
	Iteration 3F: 3 clusters Score -506021.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -506124.125000 Penalty: 4176.985840
	Iteration 4Q: 3 clusters Score -506124.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -506204.656250 Penalty: 4176.985840
	Iteration 5Q: 3 clusters Score -506204.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -506262.750000 Penalty: 4176.985840
	Iteration 6Q: 3 clusters Score -506262.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -506323.812500 Penalty: 4176.985840
	Iteration 7Q: 3 clusters Score -506323.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -506370.000000 Penalty: 4176.985840
	Iteration 8Q: 3 clusters Score -506370 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -506411.781250 Penalty: 4176.985840
	Iteration 9Q: 3 clusters Score -506411.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -506444.843750 Penalty: 4176.985840
	Iteration 10Q: 3 clusters Score -506444.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -506479.187500 Penalty: 4176.985840
	Iteration 11Q: 3 clusters Score -506479.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -506512.000000 Penalty: 4176.985840
	Iteration 12Q: 3 clusters Score -506512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -506551.468750 Penalty: 4176.985840
	Iteration 13Q: 3 clusters Score -506551.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -506594.375000 Penalty: 4176.985840
	Iteration 14Q: 3 clusters Score -506594.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -506633.687500 Penalty: 4176.985840
	Iteration 15Q: 3 clusters Score -506633.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -506668.968750 Penalty: 4176.985840
	Iteration 16Q: 3 clusters Score -506669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -506705.781250 Penalty: 4176.985840
	Iteration 17Q: 3 clusters Score -506705.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -506735.781250 Penalty: 4176.985840
	Iteration 18Q: 3 clusters Score -506735.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -506763.218750 Penalty: 4176.985840
	Iteration 19Q: 3 clusters Score -506763.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -506791.031250 Penalty: 4176.985840
	Iteration 20F: 3 clusters Score -506791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -506825.593750 Penalty: 4176.985840
	Iteration 21Q: 3 clusters Score -506825.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -506859.781250 Penalty: 4176.985840
	Iteration 22Q: 3 clusters Score -506859.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -506893.031250 Penalty: 4176.985840
	Iteration 23Q: 3 clusters Score -506893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -506919.343750 Penalty: 4176.985840
	Iteration 24Q: 3 clusters Score -506919.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -506948.000000 Penalty: 4176.985840
	Iteration 25Q: 3 clusters Score -506948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -506979.687500 Penalty: 4176.985840
	Iteration 26Q: 3 clusters Score -506979.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -507009.937500 Penalty: 4176.985840
	Iteration 27Q: 3 clusters Score -507009.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -507038.562500 Penalty: 4176.985840
	Iteration 28Q: 3 clusters Score -507038.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -507062.843750 Penalty: 4176.985840
	Iteration 29Q: 3 clusters Score -507062.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -507083.375000 Penalty: 4176.985840
	Iteration 30Q: 3 clusters Score -507083.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -507095.968750 Penalty: 4176.985840
	Iteration 31Q: 3 clusters Score -507096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -507104.687500 Penalty: 4176.985840
	Iteration 32Q: 3 clusters Score -507104.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -507113.281250 Penalty: 4176.985840
	Iteration 33Q: 3 clusters Score -507113.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -507118.781250 Penalty: 4176.985840
	Iteration 34Q: 3 clusters Score -507118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -507122.343750 Penalty: 4176.985840
	Iteration 35Q: 3 clusters Score -507122.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -507124.906250 Penalty: 4176.985840
	Iteration 36Q: 3 clusters Score -507124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -507129.093750 Penalty: 4176.985840
	Iteration 37Q: 3 clusters Score -507129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -507131.937500 Penalty: 4176.985840
	Iteration 38Q: 3 clusters Score -507131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -507133.093750 Penalty: 4176.985840
	Iteration 39Q: 3 clusters Score -507133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -507133.343750 Penalty: 4176.985840
	Iteration 40F: 3 clusters Score -507133.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -90010.835938 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -90010.84 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 398 members 
Entering Unmasked Estep 
Score: -88236.468750 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -88236.47 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88500.835938 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -88500.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88573.632812 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -88573.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88603.382812 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -88603.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88623.734375 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -88623.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88627.570312 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -88627.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88627.570312 Penalty: 3333.229248
	Iteration 6F: 3 clusters Score -88627.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -417265.500000 Penalty: 2087.069824
	Iteration 0F: 2 clusters Score -417265.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -413125.812500 Penalty: 4174.139648
	Iteration 0F: 3 clusters Score -413125.8 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -414624.437500 Penalty: 4174.139648
	Iteration 1F: 3 clusters Score -414624.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -415335.906250 Penalty: 4174.139648
	Iteration 2F: 3 clusters Score -415335.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -415749.031250 Penalty: 4174.139648
	Iteration 3F: 3 clusters Score -415749 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -415973.656250 Penalty: 4174.139648
	Iteration 4F: 3 clusters Score -415973.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -416129.093750 Penalty: 4174.139648
	Iteration 5Q: 3 clusters Score -416129.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -416223.656250 Penalty: 4174.139648
	Iteration 6Q: 3 clusters Score -416223.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -416279.281250 Penalty: 4174.139648
	Iteration 7Q: 3 clusters Score -416279.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -416313.875000 Penalty: 4174.139648
	Iteration 8Q: 3 clusters Score -416313.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -416333.000000 Penalty: 4174.139648
	Iteration 9Q: 3 clusters Score -416333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -416346.187500 Penalty: 4174.139648
	Iteration 10Q: 3 clusters Score -416346.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -416354.875000 Penalty: 4174.139648
	Iteration 11Q: 3 clusters Score -416354.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -416361.343750 Penalty: 4174.139648
	Iteration 12Q: 3 clusters Score -416361.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -416369.968750 Penalty: 4174.139648
	Iteration 13Q: 3 clusters Score -416370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -416375.375000 Penalty: 4174.139648
	Iteration 14Q: 3 clusters Score -416375.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -416380.093750 Penalty: 4174.139648
	Iteration 15Q: 3 clusters Score -416380.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -416382.875000 Penalty: 4174.139648
	Iteration 16Q: 3 clusters Score -416382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -416386.906250 Penalty: 4174.139648
	Iteration 17Q: 3 clusters Score -416386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -416390.125000 Penalty: 4174.139648
	Iteration 18Q: 3 clusters Score -416390.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -416393.718750 Penalty: 4174.139648
	Iteration 19Q: 3 clusters Score -416393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -416395.031250 Penalty: 4174.139648
	Iteration 20F: 3 clusters Score -416395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -416396.218750 Penalty: 4174.139648
	Iteration 21Q: 3 clusters Score -416396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -416396.437500 Penalty: 4174.139648
	Iteration 22Q: 3 clusters Score -416396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -416397.375000 Penalty: 4174.139648
	Iteration 23Q: 3 clusters Score -416397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -416397.375000 Penalty: 4174.139648
	Iteration 24F: 3 clusters Score -416397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81665.382812 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81665.38 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 400 members 
Entering Unmasked Estep 
Score: -79869.000000 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79869 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80111.203125 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80111.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80181.750000 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80181.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80213.796875 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -80213.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80246.187500 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80246.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80262.726562 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80262.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80286.320312 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80286.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80305.562500 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80305.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80310.132812 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80310.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80312.242188 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80312.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80312.242188 Penalty: 3306.179199
	Iteration 10F: 3 clusters Score -80312.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27854 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140552 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109653 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 212812 members 
Mstep: Class 16 contains 23749 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 128595 members 
Mstep: Class 20 contains 21575 members 
Mstep: Class 21 contains 20553 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 11691 members 
Mstep: Class 29 contains 10254 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12494 members 
Mstep: Class 32 contains 13337 members 
Mstep: Class 33 contains 9328 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6828 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2478 members 
Mstep: Class 40 contains 8187 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 53534 members 
Mstep: Class 45 contains 16107 members 
Mstep: Class 46 contains 41411 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 14580 members 
Mstep: Class 49 contains 3677 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3686 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 6891 members 
Mstep: Class 55 contains 20988 members 
Mstep: Class 56 contains 14859 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 829 members 
Mstep: Class 62 contains 4517 members 
Mstep: Class 63 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139291904.000000 Penalty: 226831.578125
Iteration 199Q: 66 clusters Score -1.392919e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27850 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140549 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109681 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 10932 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 15803 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 212822 members 
Mstep: Class 16 contains 23770 members 
Mstep: Class 17 contains 42757 members 
Mstep: Class 18 contains 38309 members 
Mstep: Class 19 contains 128575 members 
Mstep: Class 20 contains 21572 members 
Mstep: Class 21 contains 20564 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 6281 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6448 members 
Mstep: Class 27 contains 7716 members 
Mstep: Class 28 contains 11693 members 
Mstep: Class 29 contains 10250 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12672 members 
Mstep: Class 32 contains 13300 members 
Mstep: Class 33 contains 9337 members 
Mstep: Class 34 contains 3392 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6836 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2496 members 
Mstep: Class 40 contains 8186 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9038 members 
Mstep: Class 43 contains 7130 members 
Mstep: Class 44 contains 53572 members 
Mstep: Class 45 contains 16311 members 
Mstep: Class 46 contains 41417 members 
Mstep: Class 47 contains 13917 members 
Mstep: Class 48 contains 14580 members 
Mstep: Class 49 contains 3686 members 
Mstep: Class 50 contains 6857 members 
Mstep: Class 51 contains 3688 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 6891 members 
Mstep: Class 55 contains 21283 members 
Mstep: Class 56 contains 14866 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4544 members 
Mstep: Class 61 contains 830 members 
Mstep: Class 62 contains 4531 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 892 members 
Mstep: Class 65 contains 25940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139292608.000000 Penalty: 226831.578125
Iteration 200F: 66 clusters Score -1.392926e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27847 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140544 members 
Mstep: Class 7 contains 5110 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109332 members 
Mstep: Class 10 contains 473 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 15803 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 212734 members 
Mstep: Class 16 contains 23753 members 
Mstep: Class 17 contains 42649 members 
Mstep: Class 18 contains 38183 members 
Mstep: Class 19 contains 128558 members 
Mstep: Class 20 contains 21573 members 
Mstep: Class 21 contains 20561 members 
Mstep: Class 22 contains 10851 members 
Mstep: Class 23 contains 6231 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 6450 members 
Mstep: Class 27 contains 7724 members 
Mstep: Class 28 contains 11693 members 
Mstep: Class 29 contains 10248 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12740 members 
Mstep: Class 32 contains 13298 members 
Mstep: Class 33 contains 9338 members 
Mstep: Class 34 contains 3392 members 
Mstep: Class 35 contains 9700 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6838 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2515 members 
Mstep: Class 40 contains 8188 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9037 members 
Mstep: Class 43 contains 7135 members 
Mstep: Class 44 contains 53535 members 
Mstep: Class 45 contains 16307 members 
Mstep: Class 46 contains 41232 members 
Mstep: Class 47 contains 13914 members 
Mstep: Class 48 contains 14576 members 
Mstep: Class 49 contains 3686 members 
Mstep: Class 50 contains 6854 members 
Mstep: Class 51 contains 3690 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 6893 members 
Mstep: Class 55 contains 21475 members 
Mstep: Class 56 contains 14872 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4546 members 
Mstep: Class 61 contains 902 members 
Mstep: Class 62 contains 4543 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 901 members 
Mstep: Class 65 contains 26604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139293440.000000 Penalty: 226831.578125
Iteration 201Q: 66 clusters Score -1.392934e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 27844 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140539 members 
Mstep: Class 7 contains 5111 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 109073 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 11 contains 10932 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 15807 members 
Mstep: Class 14 contains 9427 members 
Mstep: Class 15 contains 212690 members 
Mstep: Class 16 contains 23738 members 
Mstep: Class 17 contains 42594 members 
Mstep: Class 18 contains 38131 members 
Mstep: Class 19 contains 128539 members 
Mstep: Class 20 contains 21572 members 
Mstep: Class 21 contains 20564 members 
Mstep: Class 22 contains 10817 members 
Mstep: Class 23 contains 6192 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6451 members 
Mstep: Class 27 contains 7728 members 
Mstep: Class 28 contains 11687 members 
Mstep: Class 29 contains 10245 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12793 members 
Mstep: Class 32 contains 13380 members 
Mstep: Class 33 contains 9345 members 
Mstep: Class 34 contains 3389 members 
Mstep: Class 35 contains 9701 members 
Mstep: Class 36 contains 12194 members 
Mstep: Class 37 contains 6841 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 8190 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9035 members 
Mstep: Class 43 contains 7134 members 
Mstep: Class 44 contains 53490 members 
Mstep: Class 45 contains 16337 members 
Mstep: Class 46 contains 41020 members 
Mstep: Class 47 contains 13911 members 
Mstep: Class 48 contains 14566 members 
Mstep: Class 49 contains 3679 members 
Mstep: Class 50 contains 6852 members 
Mstep: Class 51 contains 3689 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24603 members 
Mstep: Class 54 contains 6895 members 
Mstep: Class 55 contains 21631 members 
Mstep: Class 56 contains 14880 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6244 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4548 members 
Mstep: Class 61 contains 955 members 
Mstep: Class 62 contains 4553 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 902 members 
Mstep: Class 65 contains 26985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139293952.000000 Penalty: 226831.578125
Iteration 202Q: 66 clusters Score -1.39294e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27843 members 
Mstep: Class 4 contains 4063 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108893 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 10934 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 9422 members 
Mstep: Class 15 contains 212655 members 
Mstep: Class 16 contains 23726 members 
Mstep: Class 17 contains 42525 members 
Mstep: Class 18 contains 38091 members 
Mstep: Class 19 contains 128523 members 
Mstep: Class 20 contains 21571 members 
Mstep: Class 21 contains 20569 members 
Mstep: Class 22 contains 10795 members 
Mstep: Class 23 contains 6179 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6451 members 
Mstep: Class 27 contains 7742 members 
Mstep: Class 28 contains 11679 members 
Mstep: Class 29 contains 10246 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12819 members 
Mstep: Class 32 contains 13491 members 
Mstep: Class 33 contains 9356 members 
Mstep: Class 34 contains 3385 members 
Mstep: Class 35 contains 9702 members 
Mstep: Class 36 contains 12193 members 
Mstep: Class 37 contains 6844 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2561 members 
Mstep: Class 40 contains 8192 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9032 members 
Mstep: Class 43 contains 7135 members 
Mstep: Class 44 contains 53451 members 
Mstep: Class 45 contains 16374 members 
Mstep: Class 46 contains 40812 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 14556 members 
Mstep: Class 49 contains 3675 members 
Mstep: Class 50 contains 6853 members 
Mstep: Class 51 contains 3688 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24602 members 
Mstep: Class 54 contains 6896 members 
Mstep: Class 55 contains 21767 members 
Mstep: Class 56 contains 14893 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4548 members 
Mstep: Class 61 contains 990 members 
Mstep: Class 62 contains 4568 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 903 members 
Mstep: Class 65 contains 27218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139294448.000000 Penalty: 226831.578125
Iteration 203Q: 66 clusters Score -1.392944e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 27837 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 18057 members 
Mstep: Class 6 contains 140541 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108796 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10935 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15817 members 
Mstep: Class 14 contains 9419 members 
Mstep: Class 15 contains 212632 members 
Mstep: Class 16 contains 23711 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 38062 members 
Mstep: Class 19 contains 128509 members 
Mstep: Class 20 contains 21568 members 
Mstep: Class 21 contains 20576 members 
Mstep: Class 22 contains 10772 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7749 members 
Mstep: Class 28 contains 11672 members 
Mstep: Class 29 contains 10245 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12831 members 
Mstep: Class 32 contains 13627 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 3385 members 
Mstep: Class 35 contains 9703 members 
Mstep: Class 36 contains 12194 members 
Mstep: Class 37 contains 6845 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2576 members 
Mstep: Class 40 contains 8194 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9031 members 
Mstep: Class 43 contains 7132 members 
Mstep: Class 44 contains 53406 members 
Mstep: Class 45 contains 16398 members 
Mstep: Class 46 contains 40596 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 14561 members 
Mstep: Class 49 contains 3672 members 
Mstep: Class 50 contains 6853 members 
Mstep: Class 51 contains 3687 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24602 members 
Mstep: Class 54 contains 6898 members 
Mstep: Class 55 contains 21880 members 
Mstep: Class 56 contains 14913 members 
Mstep: Class 57 contains 1256 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4548 members 
Mstep: Class 61 contains 1011 members 
Mstep: Class 62 contains 4592 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 903 members 
Mstep: Class 65 contains 27397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139294416.000000 Penalty: 226831.578125
Iteration 204Q: 66 clusters Score -1.392944e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 27833 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 18057 members 
Mstep: Class 6 contains 140541 members 
Mstep: Class 7 contains 5115 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108723 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10937 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 15818 members 
Mstep: Class 14 contains 9418 members 
Mstep: Class 15 contains 212597 members 
Mstep: Class 16 contains 23701 members 
Mstep: Class 17 contains 42425 members 
Mstep: Class 18 contains 38053 members 
Mstep: Class 19 contains 128491 members 
Mstep: Class 20 contains 21565 members 
Mstep: Class 21 contains 20584 members 
Mstep: Class 22 contains 10763 members 
Mstep: Class 23 contains 6128 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7754 members 
Mstep: Class 28 contains 11664 members 
Mstep: Class 29 contains 10251 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12851 members 
Mstep: Class 32 contains 13751 members 
Mstep: Class 33 contains 9359 members 
Mstep: Class 34 contains 3385 members 
Mstep: Class 35 contains 9711 members 
Mstep: Class 36 contains 12194 members 
Mstep: Class 37 contains 6847 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2580 members 
Mstep: Class 40 contains 8196 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9028 members 
Mstep: Class 43 contains 7133 members 
Mstep: Class 44 contains 53360 members 
Mstep: Class 45 contains 16406 members 
Mstep: Class 46 contains 40405 members 
Mstep: Class 47 contains 13913 members 
Mstep: Class 48 contains 14550 members 
Mstep: Class 49 contains 3671 members 
Mstep: Class 50 contains 6854 members 
Mstep: Class 51 contains 3690 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 6898 members 
Mstep: Class 55 contains 21964 members 
Mstep: Class 56 contains 14927 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4548 members 
Mstep: Class 61 contains 1025 members 
Mstep: Class 62 contains 4608 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 903 members 
Mstep: Class 65 contains 27573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139294896.000000 Penalty: 226831.578125
Iteration 205Q: 66 clusters Score -1.392949e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 27826 members 
Mstep: Class 4 contains 4034 members 
Mstep: Class 5 contains 18057 members 
Mstep: Class 6 contains 140541 members 
Mstep: Class 7 contains 5115 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108677 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 15819 members 
Mstep: Class 14 contains 9416 members 
Mstep: Class 15 contains 212572 members 
Mstep: Class 16 contains 23680 members 
Mstep: Class 17 contains 42398 members 
Mstep: Class 18 contains 38050 members 
Mstep: Class 19 contains 128465 members 
Mstep: Class 20 contains 21565 members 
Mstep: Class 21 contains 20583 members 
Mstep: Class 22 contains 10758 members 
Mstep: Class 23 contains 6097 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7754 members 
Mstep: Class 28 contains 11659 members 
Mstep: Class 29 contains 10256 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12860 members 
Mstep: Class 32 contains 13873 members 
Mstep: Class 33 contains 9368 members 
Mstep: Class 34 contains 3384 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6846 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2586 members 
Mstep: Class 40 contains 8195 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9026 members 
Mstep: Class 43 contains 7131 members 
Mstep: Class 44 contains 53328 members 
Mstep: Class 45 contains 16424 members 
Mstep: Class 46 contains 40213 members 
Mstep: Class 47 contains 13921 members 
Mstep: Class 48 contains 14540 members 
Mstep: Class 49 contains 3670 members 
Mstep: Class 50 contains 6854 members 
Mstep: Class 51 contains 3692 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24605 members 
Mstep: Class 54 contains 6900 members 
Mstep: Class 55 contains 22031 members 
Mstep: Class 56 contains 14954 members 
Mstep: Class 57 contains 1254 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4547 members 
Mstep: Class 61 contains 1035 members 
Mstep: Class 62 contains 4621 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 903 members 
Mstep: Class 65 contains 27705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139294880.000000 Penalty: 226831.578125
Iteration 206Q: 66 clusters Score -1.392949e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 27817 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5116 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108647 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10941 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 15822 members 
Mstep: Class 14 contains 9419 members 
Mstep: Class 15 contains 212570 members 
Mstep: Class 16 contains 23663 members 
Mstep: Class 17 contains 42360 members 
Mstep: Class 18 contains 38044 members 
Mstep: Class 19 contains 128449 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 20586 members 
Mstep: Class 22 contains 10746 members 
Mstep: Class 23 contains 6078 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7759 members 
Mstep: Class 28 contains 11654 members 
Mstep: Class 29 contains 10257 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12864 members 
Mstep: Class 32 contains 13978 members 
Mstep: Class 33 contains 9375 members 
Mstep: Class 34 contains 3385 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6849 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2595 members 
Mstep: Class 40 contains 8197 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9023 members 
Mstep: Class 43 contains 7128 members 
Mstep: Class 44 contains 53290 members 
Mstep: Class 45 contains 16454 members 
Mstep: Class 46 contains 40048 members 
Mstep: Class 47 contains 13924 members 
Mstep: Class 48 contains 14535 members 
Mstep: Class 49 contains 3665 members 
Mstep: Class 50 contains 6855 members 
Mstep: Class 51 contains 3693 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24607 members 
Mstep: Class 54 contains 6902 members 
Mstep: Class 55 contains 22079 members 
Mstep: Class 56 contains 14977 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 4547 members 
Mstep: Class 61 contains 1040 members 
Mstep: Class 62 contains 4635 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 903 members 
Mstep: Class 65 contains 27804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295040.000000 Penalty: 226831.578125
Iteration 207Q: 66 clusters Score -1.39295e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27812 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140543 members 
Mstep: Class 7 contains 5118 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108618 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 15828 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 212552 members 
Mstep: Class 16 contains 23646 members 
Mstep: Class 17 contains 42313 members 
Mstep: Class 18 contains 38035 members 
Mstep: Class 19 contains 128440 members 
Mstep: Class 20 contains 21562 members 
Mstep: Class 21 contains 20586 members 
Mstep: Class 22 contains 10736 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7775 members 
Mstep: Class 28 contains 11651 members 
Mstep: Class 29 contains 10257 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12871 members 
Mstep: Class 32 contains 14069 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 3384 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6853 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2601 members 
Mstep: Class 40 contains 8199 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9020 members 
Mstep: Class 43 contains 7127 members 
Mstep: Class 44 contains 53261 members 
Mstep: Class 45 contains 16475 members 
Mstep: Class 46 contains 39920 members 
Mstep: Class 47 contains 13920 members 
Mstep: Class 48 contains 14524 members 
Mstep: Class 49 contains 3664 members 
Mstep: Class 50 contains 6855 members 
Mstep: Class 51 contains 3692 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24605 members 
Mstep: Class 54 contains 6902 members 
Mstep: Class 55 contains 22130 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4547 members 
Mstep: Class 61 contains 1047 members 
Mstep: Class 62 contains 4651 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 903 members 
Mstep: Class 65 contains 27889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295440.000000 Penalty: 226831.578125
Iteration 208Q: 66 clusters Score -1.392954e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27809 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108616 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10946 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 15835 members 
Mstep: Class 14 contains 9409 members 
Mstep: Class 15 contains 212535 members 
Mstep: Class 16 contains 23641 members 
Mstep: Class 17 contains 42283 members 
Mstep: Class 18 contains 38036 members 
Mstep: Class 19 contains 128426 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 20590 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 6083 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7780 members 
Mstep: Class 28 contains 11644 members 
Mstep: Class 29 contains 10258 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12875 members 
Mstep: Class 32 contains 14137 members 
Mstep: Class 33 contains 9393 members 
Mstep: Class 34 contains 3380 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6855 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 2610 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9017 members 
Mstep: Class 43 contains 7128 members 
Mstep: Class 44 contains 53238 members 
Mstep: Class 45 contains 16487 members 
Mstep: Class 46 contains 39813 members 
Mstep: Class 47 contains 13918 members 
Mstep: Class 48 contains 14516 members 
Mstep: Class 49 contains 3664 members 
Mstep: Class 50 contains 6855 members 
Mstep: Class 51 contains 3692 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24611 members 
Mstep: Class 54 contains 6902 members 
Mstep: Class 55 contains 22174 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4544 members 
Mstep: Class 61 contains 1052 members 
Mstep: Class 62 contains 4655 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 903 members 
Mstep: Class 65 contains 27934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295536.000000 Penalty: 226831.578125
Iteration 209Q: 66 clusters Score -1.392955e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27807 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108613 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10947 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 9408 members 
Mstep: Class 15 contains 212528 members 
Mstep: Class 16 contains 23637 members 
Mstep: Class 17 contains 42223 members 
Mstep: Class 18 contains 38038 members 
Mstep: Class 19 contains 128417 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 20600 members 
Mstep: Class 22 contains 10726 members 
Mstep: Class 23 contains 6083 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7781 members 
Mstep: Class 28 contains 11631 members 
Mstep: Class 29 contains 10256 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12867 members 
Mstep: Class 32 contains 14199 members 
Mstep: Class 33 contains 9402 members 
Mstep: Class 34 contains 3376 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6856 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2622 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9015 members 
Mstep: Class 43 contains 7126 members 
Mstep: Class 44 contains 53212 members 
Mstep: Class 45 contains 16507 members 
Mstep: Class 46 contains 39739 members 
Mstep: Class 47 contains 13916 members 
Mstep: Class 48 contains 14504 members 
Mstep: Class 49 contains 3664 members 
Mstep: Class 50 contains 6855 members 
Mstep: Class 51 contains 3693 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24610 members 
Mstep: Class 54 contains 6903 members 
Mstep: Class 55 contains 22208 members 
Mstep: Class 56 contains 14991 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4545 members 
Mstep: Class 61 contains 1055 members 
Mstep: Class 62 contains 4662 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 27994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295728.000000 Penalty: 226831.578125
Iteration 210Q: 66 clusters Score -1.392957e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27804 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108620 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10947 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 9408 members 
Mstep: Class 15 contains 212528 members 
Mstep: Class 16 contains 23635 members 
Mstep: Class 17 contains 42164 members 
Mstep: Class 18 contains 38055 members 
Mstep: Class 19 contains 128402 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 20607 members 
Mstep: Class 22 contains 10712 members 
Mstep: Class 23 contains 6088 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7786 members 
Mstep: Class 28 contains 11619 members 
Mstep: Class 29 contains 10257 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12864 members 
Mstep: Class 32 contains 14269 members 
Mstep: Class 33 contains 9408 members 
Mstep: Class 34 contains 3377 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6861 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2639 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9015 members 
Mstep: Class 43 contains 7123 members 
Mstep: Class 44 contains 53193 members 
Mstep: Class 45 contains 16529 members 
Mstep: Class 46 contains 39676 members 
Mstep: Class 47 contains 13915 members 
Mstep: Class 48 contains 14479 members 
Mstep: Class 49 contains 3667 members 
Mstep: Class 50 contains 6854 members 
Mstep: Class 51 contains 3693 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24615 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 22223 members 
Mstep: Class 56 contains 14999 members 
Mstep: Class 57 contains 1253 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 1058 members 
Mstep: Class 62 contains 4668 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295648.000000 Penalty: 226831.578125
Iteration 211Q: 66 clusters Score -1.392956e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27797 members 
Mstep: Class 4 contains 4007 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108624 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10947 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 212537 members 
Mstep: Class 16 contains 23635 members 
Mstep: Class 17 contains 42109 members 
Mstep: Class 18 contains 38050 members 
Mstep: Class 19 contains 128386 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 20610 members 
Mstep: Class 22 contains 10708 members 
Mstep: Class 23 contains 6085 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7793 members 
Mstep: Class 28 contains 11613 members 
Mstep: Class 29 contains 10257 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12856 members 
Mstep: Class 32 contains 14336 members 
Mstep: Class 33 contains 9412 members 
Mstep: Class 34 contains 3377 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6864 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2660 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9015 members 
Mstep: Class 43 contains 7126 members 
Mstep: Class 44 contains 53183 members 
Mstep: Class 45 contains 16539 members 
Mstep: Class 46 contains 39623 members 
Mstep: Class 47 contains 13913 members 
Mstep: Class 48 contains 14466 members 
Mstep: Class 49 contains 3667 members 
Mstep: Class 50 contains 6856 members 
Mstep: Class 51 contains 3693 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24626 members 
Mstep: Class 54 contains 6913 members 
Mstep: Class 55 contains 22241 members 
Mstep: Class 56 contains 15001 members 
Mstep: Class 57 contains 1252 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4541 members 
Mstep: Class 61 contains 1059 members 
Mstep: Class 62 contains 4672 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295808.000000 Penalty: 226831.578125
Iteration 212Q: 66 clusters Score -1.392958e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27791 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108625 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10947 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 9410 members 
Mstep: Class 15 contains 212536 members 
Mstep: Class 16 contains 23632 members 
Mstep: Class 17 contains 42078 members 
Mstep: Class 18 contains 38040 members 
Mstep: Class 19 contains 128374 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 20614 members 
Mstep: Class 22 contains 10709 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7800 members 
Mstep: Class 28 contains 11611 members 
Mstep: Class 29 contains 10258 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12852 members 
Mstep: Class 32 contains 14389 members 
Mstep: Class 33 contains 9416 members 
Mstep: Class 34 contains 3377 members 
Mstep: Class 35 contains 9723 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6865 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2675 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9015 members 
Mstep: Class 43 contains 7129 members 
Mstep: Class 44 contains 53172 members 
Mstep: Class 45 contains 16547 members 
Mstep: Class 46 contains 39584 members 
Mstep: Class 47 contains 13914 members 
Mstep: Class 48 contains 14458 members 
Mstep: Class 49 contains 3670 members 
Mstep: Class 50 contains 6856 members 
Mstep: Class 51 contains 3693 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24633 members 
Mstep: Class 54 contains 6917 members 
Mstep: Class 55 contains 22256 members 
Mstep: Class 56 contains 15019 members 
Mstep: Class 57 contains 1252 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4541 members 
Mstep: Class 61 contains 1059 members 
Mstep: Class 62 contains 4678 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295712.000000 Penalty: 226831.578125
Iteration 213Q: 66 clusters Score -1.392957e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27785 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108624 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10948 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 15848 members 
Mstep: Class 14 contains 9409 members 
Mstep: Class 15 contains 212537 members 
Mstep: Class 16 contains 23633 members 
Mstep: Class 17 contains 42045 members 
Mstep: Class 18 contains 38031 members 
Mstep: Class 19 contains 128368 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 20617 members 
Mstep: Class 22 contains 10712 members 
Mstep: Class 23 contains 6068 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7798 members 
Mstep: Class 28 contains 11611 members 
Mstep: Class 29 contains 10261 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 12830 members 
Mstep: Class 32 contains 14446 members 
Mstep: Class 33 contains 9420 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 9721 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6864 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2690 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9015 members 
Mstep: Class 43 contains 7134 members 
Mstep: Class 44 contains 53164 members 
Mstep: Class 45 contains 16560 members 
Mstep: Class 46 contains 39538 members 
Mstep: Class 47 contains 13915 members 
Mstep: Class 48 contains 14462 members 
Mstep: Class 49 contains 3670 members 
Mstep: Class 50 contains 6858 members 
Mstep: Class 51 contains 3693 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24627 members 
Mstep: Class 54 contains 6922 members 
Mstep: Class 55 contains 22268 members 
Mstep: Class 56 contains 15036 members 
Mstep: Class 57 contains 1251 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4544 members 
Mstep: Class 61 contains 1059 members 
Mstep: Class 62 contains 4684 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295728.000000 Penalty: 226831.578125
Iteration 214Q: 66 clusters Score -1.392957e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27783 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108622 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10947 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 212527 members 
Mstep: Class 16 contains 23639 members 
Mstep: Class 17 contains 42029 members 
Mstep: Class 18 contains 38033 members 
Mstep: Class 19 contains 128359 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20617 members 
Mstep: Class 22 contains 10704 members 
Mstep: Class 23 contains 6055 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7792 members 
Mstep: Class 28 contains 11610 members 
Mstep: Class 29 contains 10262 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 12815 members 
Mstep: Class 32 contains 14492 members 
Mstep: Class 33 contains 9425 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6864 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2708 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9015 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 53156 members 
Mstep: Class 45 contains 16567 members 
Mstep: Class 46 contains 39510 members 
Mstep: Class 47 contains 13918 members 
Mstep: Class 48 contains 14450 members 
Mstep: Class 49 contains 3669 members 
Mstep: Class 50 contains 6859 members 
Mstep: Class 51 contains 3693 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24631 members 
Mstep: Class 54 contains 6932 members 
Mstep: Class 55 contains 22284 members 
Mstep: Class 56 contains 15047 members 
Mstep: Class 57 contains 1251 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4546 members 
Mstep: Class 61 contains 1059 members 
Mstep: Class 62 contains 4689 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295840.000000 Penalty: 226831.578125
Iteration 215Q: 66 clusters Score -1.392958e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27780 members 
Mstep: Class 4 contains 3975 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108625 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10949 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9405 members 
Mstep: Class 15 contains 212518 members 
Mstep: Class 16 contains 23650 members 
Mstep: Class 17 contains 42001 members 
Mstep: Class 18 contains 38030 members 
Mstep: Class 19 contains 128352 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20616 members 
Mstep: Class 22 contains 10697 members 
Mstep: Class 23 contains 6065 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 11607 members 
Mstep: Class 29 contains 10266 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 12801 members 
Mstep: Class 32 contains 14529 members 
Mstep: Class 33 contains 9427 members 
Mstep: Class 34 contains 3380 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6865 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2718 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9015 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 53148 members 
Mstep: Class 45 contains 16575 members 
Mstep: Class 46 contains 39486 members 
Mstep: Class 47 contains 13925 members 
Mstep: Class 48 contains 14425 members 
Mstep: Class 49 contains 3665 members 
Mstep: Class 50 contains 6860 members 
Mstep: Class 51 contains 3694 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24634 members 
Mstep: Class 54 contains 6946 members 
Mstep: Class 55 contains 22296 members 
Mstep: Class 56 contains 15053 members 
Mstep: Class 57 contains 1251 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4543 members 
Mstep: Class 61 contains 1059 members 
Mstep: Class 62 contains 4701 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295856.000000 Penalty: 226831.578125
Iteration 216Q: 66 clusters Score -1.392959e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27778 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140542 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 108636 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212508 members 
Mstep: Class 16 contains 23662 members 
Mstep: Class 17 contains 41954 members 
Mstep: Class 18 contains 38027 members 
Mstep: Class 19 contains 128342 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20616 members 
Mstep: Class 22 contains 10690 members 
Mstep: Class 23 contains 6075 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7786 members 
Mstep: Class 28 contains 11608 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 12793 members 
Mstep: Class 32 contains 14566 members 
Mstep: Class 33 contains 9426 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6866 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2733 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9014 members 
Mstep: Class 43 contains 7146 members 
Mstep: Class 44 contains 53145 members 
Mstep: Class 45 contains 16579 members 
Mstep: Class 46 contains 39461 members 
Mstep: Class 47 contains 13930 members 
Mstep: Class 48 contains 14399 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6860 members 
Mstep: Class 51 contains 3695 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24636 members 
Mstep: Class 54 contains 6962 members 
Mstep: Class 55 contains 22318 members 
Mstep: Class 56 contains 15072 members 
Mstep: Class 57 contains 1251 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4539 members 
Mstep: Class 61 contains 1059 members 
Mstep: Class 62 contains 4710 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295728.000000 Penalty: 226831.578125
Iteration 217Q: 66 clusters Score -1.392957e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27778 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140541 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16681 members 
Mstep: Class 9 contains 108636 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212508 members 
Mstep: Class 16 contains 23671 members 
Mstep: Class 17 contains 41912 members 
Mstep: Class 18 contains 38011 members 
Mstep: Class 19 contains 128334 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20616 members 
Mstep: Class 22 contains 10680 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 11607 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 4469 members 
Mstep: Class 31 contains 12784 members 
Mstep: Class 32 contains 14599 members 
Mstep: Class 33 contains 9429 members 
Mstep: Class 34 contains 3377 members 
Mstep: Class 35 contains 9721 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6866 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2748 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7145 members 
Mstep: Class 44 contains 53145 members 
Mstep: Class 45 contains 16588 members 
Mstep: Class 46 contains 39450 members 
Mstep: Class 47 contains 13935 members 
Mstep: Class 48 contains 14361 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3697 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24636 members 
Mstep: Class 54 contains 6985 members 
Mstep: Class 55 contains 22333 members 
Mstep: Class 56 contains 15094 members 
Mstep: Class 57 contains 1249 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4542 members 
Mstep: Class 61 contains 1059 members 
Mstep: Class 62 contains 4723 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295568.000000 Penalty: 226831.578125
Iteration 218Q: 66 clusters Score -1.392956e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27772 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108637 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212509 members 
Mstep: Class 16 contains 23678 members 
Mstep: Class 17 contains 41877 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 128326 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20619 members 
Mstep: Class 22 contains 10668 members 
Mstep: Class 23 contains 6069 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 7792 members 
Mstep: Class 28 contains 11604 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 4468 members 
Mstep: Class 31 contains 12768 members 
Mstep: Class 32 contains 14637 members 
Mstep: Class 33 contains 9427 members 
Mstep: Class 34 contains 3380 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6867 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2768 members 
Mstep: Class 40 contains 8202 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53148 members 
Mstep: Class 45 contains 16592 members 
Mstep: Class 46 contains 39448 members 
Mstep: Class 47 contains 13941 members 
Mstep: Class 48 contains 14296 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3697 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24638 members 
Mstep: Class 54 contains 7028 members 
Mstep: Class 55 contains 22349 members 
Mstep: Class 56 contains 15105 members 
Mstep: Class 57 contains 1248 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4545 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 4727 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139295872.000000 Penalty: 226831.578125
Iteration 219Q: 66 clusters Score -1.392959e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27769 members 
Mstep: Class 4 contains 3944 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140539 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108634 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212507 members 
Mstep: Class 16 contains 23682 members 
Mstep: Class 17 contains 41836 members 
Mstep: Class 18 contains 37999 members 
Mstep: Class 19 contains 128321 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20621 members 
Mstep: Class 22 contains 10658 members 
Mstep: Class 23 contains 6096 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7785 members 
Mstep: Class 28 contains 11603 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4467 members 
Mstep: Class 31 contains 12754 members 
Mstep: Class 32 contains 14677 members 
Mstep: Class 33 contains 9426 members 
Mstep: Class 34 contains 3376 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6866 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2781 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53152 members 
Mstep: Class 45 contains 16583 members 
Mstep: Class 46 contains 39458 members 
Mstep: Class 47 contains 13948 members 
Mstep: Class 48 contains 14224 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3697 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24641 members 
Mstep: Class 54 contains 7079 members 
Mstep: Class 55 contains 22366 members 
Mstep: Class 56 contains 15118 members 
Mstep: Class 57 contains 1247 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4548 members 
Mstep: Class 61 contains 1061 members 
Mstep: Class 62 contains 4731 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139296320.000000 Penalty: 226831.578125
Iteration 220F: 66 clusters Score -1.392963e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27765 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140539 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108631 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212508 members 
Mstep: Class 16 contains 23682 members 
Mstep: Class 17 contains 41795 members 
Mstep: Class 18 contains 38022 members 
Mstep: Class 19 contains 128314 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20624 members 
Mstep: Class 22 contains 10649 members 
Mstep: Class 23 contains 6110 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7780 members 
Mstep: Class 28 contains 11601 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 4466 members 
Mstep: Class 31 contains 12739 members 
Mstep: Class 32 contains 14715 members 
Mstep: Class 33 contains 9428 members 
Mstep: Class 34 contains 3371 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6866 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2790 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 53151 members 
Mstep: Class 45 contains 16579 members 
Mstep: Class 46 contains 39461 members 
Mstep: Class 47 contains 13953 members 
Mstep: Class 48 contains 14140 members 
Mstep: Class 49 contains 3664 members 
Mstep: Class 50 contains 6860 members 
Mstep: Class 51 contains 3697 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24644 members 
Mstep: Class 54 contains 7137 members 
Mstep: Class 55 contains 22383 members 
Mstep: Class 56 contains 15127 members 
Mstep: Class 57 contains 1246 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 495 members 
Mstep: Class 60 contains 4549 members 
Mstep: Class 61 contains 1061 members 
Mstep: Class 62 contains 4743 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 904 members 
Mstep: Class 65 contains 28016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139296672.000000 Penalty: 226831.578125
Iteration 221Q: 66 clusters Score -1.392967e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27765 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140539 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108623 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212505 members 
Mstep: Class 16 contains 23691 members 
Mstep: Class 17 contains 41750 members 
Mstep: Class 18 contains 38045 members 
Mstep: Class 19 contains 128302 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20628 members 
Mstep: Class 22 contains 10646 members 
Mstep: Class 23 contains 6132 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7770 members 
Mstep: Class 28 contains 11598 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4466 members 
Mstep: Class 31 contains 12729 members 
Mstep: Class 32 contains 14745 members 
Mstep: Class 33 contains 9427 members 
Mstep: Class 34 contains 3367 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6866 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2803 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53157 members 
Mstep: Class 45 contains 16571 members 
Mstep: Class 46 contains 39462 members 
Mstep: Class 47 contains 13949 members 
Mstep: Class 48 contains 14064 members 
Mstep: Class 49 contains 3665 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3697 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24648 members 
Mstep: Class 54 contains 7203 members 
Mstep: Class 55 contains 22395 members 
Mstep: Class 56 contains 15145 members 
Mstep: Class 57 contains 1246 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1061 members 
Mstep: Class 62 contains 4753 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139296464.000000 Penalty: 226831.578125
Iteration 222Q: 66 clusters Score -1.392965e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27758 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108622 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 15849 members 
Mstep: Class 14 contains 9392 members 
Mstep: Class 15 contains 212499 members 
Mstep: Class 16 contains 23695 members 
Mstep: Class 17 contains 41720 members 
Mstep: Class 18 contains 38064 members 
Mstep: Class 19 contains 128293 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20633 members 
Mstep: Class 22 contains 10640 members 
Mstep: Class 23 contains 6148 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7758 members 
Mstep: Class 28 contains 11594 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 4467 members 
Mstep: Class 31 contains 12715 members 
Mstep: Class 32 contains 14771 members 
Mstep: Class 33 contains 9425 members 
Mstep: Class 34 contains 3357 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6867 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2815 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53164 members 
Mstep: Class 45 contains 16565 members 
Mstep: Class 46 contains 39487 members 
Mstep: Class 47 contains 13953 members 
Mstep: Class 48 contains 13960 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6861 members 
Mstep: Class 51 contains 3697 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24651 members 
Mstep: Class 54 contains 7279 members 
Mstep: Class 55 contains 22413 members 
Mstep: Class 56 contains 15160 members 
Mstep: Class 57 contains 1246 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4549 members 
Mstep: Class 61 contains 1061 members 
Mstep: Class 62 contains 4754 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139296672.000000 Penalty: 226831.578125
Iteration 223Q: 66 clusters Score -1.392967e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 27752 members 
Mstep: Class 4 contains 3931 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108604 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 15848 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 212498 members 
Mstep: Class 16 contains 23693 members 
Mstep: Class 17 contains 41693 members 
Mstep: Class 18 contains 38079 members 
Mstep: Class 19 contains 128285 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10626 members 
Mstep: Class 23 contains 6181 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7752 members 
Mstep: Class 28 contains 11591 members 
Mstep: Class 29 contains 10271 members 
Mstep: Class 30 contains 4468 members 
Mstep: Class 31 contains 12697 members 
Mstep: Class 32 contains 14790 members 
Mstep: Class 33 contains 9421 members 
Mstep: Class 34 contains 3351 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2823 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 53167 members 
Mstep: Class 45 contains 16560 members 
Mstep: Class 46 contains 39546 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 13821 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3697 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24650 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 22425 members 
Mstep: Class 56 contains 15167 members 
Mstep: Class 57 contains 1245 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4552 members 
Mstep: Class 61 contains 1061 members 
Mstep: Class 62 contains 4756 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139296784.000000 Penalty: 226831.578125
Iteration 224Q: 66 clusters Score -1.392968e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27748 members 
Mstep: Class 4 contains 3932 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108598 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212502 members 
Mstep: Class 16 contains 23696 members 
Mstep: Class 17 contains 41656 members 
Mstep: Class 18 contains 38094 members 
Mstep: Class 19 contains 128280 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 23 contains 6193 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7762 members 
Mstep: Class 28 contains 11592 members 
Mstep: Class 29 contains 10275 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 12677 members 
Mstep: Class 32 contains 14801 members 
Mstep: Class 33 contains 9418 members 
Mstep: Class 34 contains 3339 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 53169 members 
Mstep: Class 45 contains 16558 members 
Mstep: Class 46 contains 39605 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 13713 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3697 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24651 members 
Mstep: Class 54 contains 7433 members 
Mstep: Class 55 contains 22437 members 
Mstep: Class 56 contains 15169 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4551 members 
Mstep: Class 61 contains 1062 members 
Mstep: Class 62 contains 4754 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139296896.000000 Penalty: 226831.578125
Iteration 225Q: 66 clusters Score -1.392969e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27745 members 
Mstep: Class 4 contains 3931 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108588 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212499 members 
Mstep: Class 16 contains 23698 members 
Mstep: Class 17 contains 41630 members 
Mstep: Class 18 contains 38089 members 
Mstep: Class 19 contains 128277 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20652 members 
Mstep: Class 22 contains 10608 members 
Mstep: Class 23 contains 6201 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7766 members 
Mstep: Class 28 contains 11591 members 
Mstep: Class 29 contains 10276 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 12659 members 
Mstep: Class 32 contains 14809 members 
Mstep: Class 33 contains 9418 members 
Mstep: Class 34 contains 3332 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2829 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53169 members 
Mstep: Class 45 contains 16560 members 
Mstep: Class 46 contains 39669 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 13626 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3698 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24648 members 
Mstep: Class 54 contains 7485 members 
Mstep: Class 55 contains 22443 members 
Mstep: Class 56 contains 15173 members 
Mstep: Class 57 contains 1242 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4551 members 
Mstep: Class 61 contains 1064 members 
Mstep: Class 62 contains 4758 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297072.000000 Penalty: 226831.578125
Iteration 226Q: 66 clusters Score -1.392971e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 3932 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108585 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 15852 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212502 members 
Mstep: Class 16 contains 23703 members 
Mstep: Class 17 contains 41594 members 
Mstep: Class 18 contains 38096 members 
Mstep: Class 19 contains 128276 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20656 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 6208 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7762 members 
Mstep: Class 28 contains 11591 members 
Mstep: Class 29 contains 10277 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 12648 members 
Mstep: Class 32 contains 14818 members 
Mstep: Class 33 contains 9416 members 
Mstep: Class 34 contains 3329 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6867 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53172 members 
Mstep: Class 45 contains 16559 members 
Mstep: Class 46 contains 39735 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 13537 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3699 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24646 members 
Mstep: Class 54 contains 7527 members 
Mstep: Class 55 contains 22452 members 
Mstep: Class 56 contains 15187 members 
Mstep: Class 57 contains 1239 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4546 members 
Mstep: Class 61 contains 1065 members 
Mstep: Class 62 contains 4759 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297168.000000 Penalty: 226831.578125
Iteration 227Q: 66 clusters Score -1.392972e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108575 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 15852 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 212491 members 
Mstep: Class 16 contains 23708 members 
Mstep: Class 17 contains 41574 members 
Mstep: Class 18 contains 38089 members 
Mstep: Class 19 contains 128275 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20658 members 
Mstep: Class 22 contains 10594 members 
Mstep: Class 23 contains 6215 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7760 members 
Mstep: Class 28 contains 11590 members 
Mstep: Class 29 contains 10278 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 12635 members 
Mstep: Class 32 contains 14825 members 
Mstep: Class 33 contains 9414 members 
Mstep: Class 34 contains 3329 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6867 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 53178 members 
Mstep: Class 45 contains 16564 members 
Mstep: Class 46 contains 39804 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 13470 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3699 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24642 members 
Mstep: Class 54 contains 7559 members 
Mstep: Class 55 contains 22459 members 
Mstep: Class 56 contains 15202 members 
Mstep: Class 57 contains 1237 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4539 members 
Mstep: Class 61 contains 1067 members 
Mstep: Class 62 contains 4759 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297216.000000 Penalty: 226831.578125
Iteration 228Q: 66 clusters Score -1.392972e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27732 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108561 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 15855 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 212484 members 
Mstep: Class 16 contains 23705 members 
Mstep: Class 17 contains 41559 members 
Mstep: Class 18 contains 38075 members 
Mstep: Class 19 contains 128273 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20662 members 
Mstep: Class 22 contains 10593 members 
Mstep: Class 23 contains 6236 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7767 members 
Mstep: Class 28 contains 11588 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 4469 members 
Mstep: Class 31 contains 12622 members 
Mstep: Class 32 contains 14830 members 
Mstep: Class 33 contains 9413 members 
Mstep: Class 34 contains 3324 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6867 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2864 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 53183 members 
Mstep: Class 45 contains 16558 members 
Mstep: Class 46 contains 39872 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 13409 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3699 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24638 members 
Mstep: Class 54 contains 7579 members 
Mstep: Class 55 contains 22469 members 
Mstep: Class 56 contains 15218 members 
Mstep: Class 57 contains 1234 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4541 members 
Mstep: Class 61 contains 1068 members 
Mstep: Class 62 contains 4759 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297232.000000 Penalty: 226831.578125
Iteration 229Q: 66 clusters Score -1.392972e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108552 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 15856 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 212476 members 
Mstep: Class 16 contains 23706 members 
Mstep: Class 17 contains 41538 members 
Mstep: Class 18 contains 38060 members 
Mstep: Class 19 contains 128270 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20664 members 
Mstep: Class 22 contains 10583 members 
Mstep: Class 23 contains 6247 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7772 members 
Mstep: Class 28 contains 11584 members 
Mstep: Class 29 contains 10280 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 12616 members 
Mstep: Class 32 contains 14830 members 
Mstep: Class 33 contains 9413 members 
Mstep: Class 34 contains 3323 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6867 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2876 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7155 members 
Mstep: Class 44 contains 53186 members 
Mstep: Class 45 contains 16553 members 
Mstep: Class 46 contains 39944 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 13360 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3700 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24635 members 
Mstep: Class 54 contains 7596 members 
Mstep: Class 55 contains 22480 members 
Mstep: Class 56 contains 15219 members 
Mstep: Class 57 contains 1231 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4544 members 
Mstep: Class 61 contains 1069 members 
Mstep: Class 62 contains 4764 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297264.000000 Penalty: 226831.578125
Iteration 230Q: 66 clusters Score -1.392973e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 3906 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108538 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 15857 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 212475 members 
Mstep: Class 16 contains 23706 members 
Mstep: Class 17 contains 41523 members 
Mstep: Class 18 contains 38044 members 
Mstep: Class 19 contains 128268 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20669 members 
Mstep: Class 22 contains 10581 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7775 members 
Mstep: Class 28 contains 11583 members 
Mstep: Class 29 contains 10280 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 12610 members 
Mstep: Class 32 contains 14835 members 
Mstep: Class 33 contains 9414 members 
Mstep: Class 34 contains 3317 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6867 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2886 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7157 members 
Mstep: Class 44 contains 53188 members 
Mstep: Class 45 contains 16551 members 
Mstep: Class 46 contains 39995 members 
Mstep: Class 47 contains 13963 members 
Mstep: Class 48 contains 13336 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3701 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24630 members 
Mstep: Class 54 contains 7610 members 
Mstep: Class 55 contains 22483 members 
Mstep: Class 56 contains 15221 members 
Mstep: Class 57 contains 1230 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4547 members 
Mstep: Class 61 contains 1070 members 
Mstep: Class 62 contains 4765 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297104.000000 Penalty: 226831.578125
Iteration 231Q: 66 clusters Score -1.392971e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 3906 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108535 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 15855 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 212475 members 
Mstep: Class 16 contains 23709 members 
Mstep: Class 17 contains 41506 members 
Mstep: Class 18 contains 38019 members 
Mstep: Class 19 contains 128262 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20672 members 
Mstep: Class 22 contains 10574 members 
Mstep: Class 23 contains 6256 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7779 members 
Mstep: Class 28 contains 11581 members 
Mstep: Class 29 contains 10280 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 12606 members 
Mstep: Class 32 contains 14838 members 
Mstep: Class 33 contains 9414 members 
Mstep: Class 34 contains 3314 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6867 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2898 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7157 members 
Mstep: Class 44 contains 53188 members 
Mstep: Class 45 contains 16553 members 
Mstep: Class 46 contains 40054 members 
Mstep: Class 47 contains 13964 members 
Mstep: Class 48 contains 13298 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3706 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24627 members 
Mstep: Class 54 contains 7614 members 
Mstep: Class 55 contains 22483 members 
Mstep: Class 56 contains 15225 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4551 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4766 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297056.000000 Penalty: 226831.578125
Iteration 232Q: 66 clusters Score -1.392971e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27715 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108530 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 15854 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212475 members 
Mstep: Class 16 contains 23712 members 
Mstep: Class 17 contains 41481 members 
Mstep: Class 18 contains 37986 members 
Mstep: Class 19 contains 128258 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20678 members 
Mstep: Class 22 contains 10566 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7772 members 
Mstep: Class 28 contains 11580 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 12601 members 
Mstep: Class 32 contains 14840 members 
Mstep: Class 33 contains 9414 members 
Mstep: Class 34 contains 3310 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2912 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7157 members 
Mstep: Class 44 contains 53191 members 
Mstep: Class 45 contains 16557 members 
Mstep: Class 46 contains 40115 members 
Mstep: Class 47 contains 13963 members 
Mstep: Class 48 contains 13278 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3710 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 24624 members 
Mstep: Class 54 contains 7619 members 
Mstep: Class 55 contains 22488 members 
Mstep: Class 56 contains 15231 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4774 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139296992.000000 Penalty: 226831.578125
Iteration 233Q: 66 clusters Score -1.39297e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27712 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108519 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 15854 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212470 members 
Mstep: Class 16 contains 23716 members 
Mstep: Class 17 contains 41458 members 
Mstep: Class 18 contains 37963 members 
Mstep: Class 19 contains 128251 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20681 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 6267 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7768 members 
Mstep: Class 28 contains 11577 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 12594 members 
Mstep: Class 32 contains 14847 members 
Mstep: Class 33 contains 9415 members 
Mstep: Class 34 contains 3307 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2923 members 
Mstep: Class 40 contains 8199 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7159 members 
Mstep: Class 44 contains 53188 members 
Mstep: Class 45 contains 16562 members 
Mstep: Class 46 contains 40176 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 13246 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3714 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24625 members 
Mstep: Class 54 contains 7621 members 
Mstep: Class 55 contains 22492 members 
Mstep: Class 56 contains 15246 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4551 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4782 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297072.000000 Penalty: 226831.578125
Iteration 234Q: 66 clusters Score -1.392971e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27707 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108514 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212465 members 
Mstep: Class 16 contains 23721 members 
Mstep: Class 17 contains 41457 members 
Mstep: Class 18 contains 37955 members 
Mstep: Class 19 contains 128241 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20684 members 
Mstep: Class 22 contains 10563 members 
Mstep: Class 23 contains 6270 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7775 members 
Mstep: Class 28 contains 11574 members 
Mstep: Class 29 contains 10280 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12585 members 
Mstep: Class 32 contains 14852 members 
Mstep: Class 33 contains 9416 members 
Mstep: Class 34 contains 3307 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2928 members 
Mstep: Class 40 contains 8199 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 53185 members 
Mstep: Class 45 contains 16566 members 
Mstep: Class 46 contains 40253 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 13178 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3716 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24629 members 
Mstep: Class 54 contains 7624 members 
Mstep: Class 55 contains 22495 members 
Mstep: Class 56 contains 15253 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4789 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297136.000000 Penalty: 226831.578125
Iteration 235Q: 66 clusters Score -1.392971e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27707 members 
Mstep: Class 4 contains 3873 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108508 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 15852 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212465 members 
Mstep: Class 16 contains 23722 members 
Mstep: Class 17 contains 41443 members 
Mstep: Class 18 contains 37939 members 
Mstep: Class 19 contains 128237 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20684 members 
Mstep: Class 22 contains 10562 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7781 members 
Mstep: Class 28 contains 11572 members 
Mstep: Class 29 contains 10280 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12579 members 
Mstep: Class 32 contains 14859 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3306 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2941 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7157 members 
Mstep: Class 44 contains 53181 members 
Mstep: Class 45 contains 16569 members 
Mstep: Class 46 contains 40320 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 13125 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3717 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24630 members 
Mstep: Class 54 contains 7626 members 
Mstep: Class 55 contains 22497 members 
Mstep: Class 56 contains 15267 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4551 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4794 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297120.000000 Penalty: 226831.578125
Iteration 236Q: 66 clusters Score -1.392971e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108507 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212464 members 
Mstep: Class 16 contains 23725 members 
Mstep: Class 17 contains 41424 members 
Mstep: Class 18 contains 37922 members 
Mstep: Class 19 contains 128229 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 10556 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7781 members 
Mstep: Class 28 contains 11569 members 
Mstep: Class 29 contains 10281 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12575 members 
Mstep: Class 32 contains 14863 members 
Mstep: Class 33 contains 9415 members 
Mstep: Class 34 contains 3304 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2952 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 53177 members 
Mstep: Class 45 contains 16570 members 
Mstep: Class 46 contains 40397 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 13071 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3720 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24629 members 
Mstep: Class 54 contains 7628 members 
Mstep: Class 55 contains 22501 members 
Mstep: Class 56 contains 15286 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6239 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4551 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4804 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297456.000000 Penalty: 226831.578125
Iteration 237Q: 66 clusters Score -1.392975e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108505 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212465 members 
Mstep: Class 16 contains 23727 members 
Mstep: Class 17 contains 41401 members 
Mstep: Class 18 contains 37898 members 
Mstep: Class 19 contains 128226 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20681 members 
Mstep: Class 22 contains 10553 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7786 members 
Mstep: Class 28 contains 11566 members 
Mstep: Class 29 contains 10283 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 14868 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3304 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2962 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7155 members 
Mstep: Class 44 contains 53177 members 
Mstep: Class 45 contains 16571 members 
Mstep: Class 46 contains 40484 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 13005 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24627 members 
Mstep: Class 54 contains 7630 members 
Mstep: Class 55 contains 22505 members 
Mstep: Class 56 contains 15297 members 
Mstep: Class 57 contains 1231 members 
Mstep: Class 58 contains 6239 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4808 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297344.000000 Penalty: 226831.578125
Iteration 238Q: 66 clusters Score -1.392973e+08 nChanged 289
Entering ConstructFrom: 
Score: -139297344.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -23553.121094 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -23553.12 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 179 members 
Entering Unmasked Estep 
Score: -22408.410156 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -22408.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22703.242188 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -22703.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22837.441406 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -22837.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22910.113281 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -22910.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23007.128906 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -23007.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23107.667969 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -23107.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23210.402344 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -23210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23220.490234 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -23220.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23221.369141 Penalty: 2867.248779
	Iteration 8F: 3 clusters Score -23221.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23226.505859 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -23226.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23226.505859 Penalty: 2867.248779
	Iteration 10F: 3 clusters Score -23226.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Entering Unmasked Estep 
Score: -595903.375000 Penalty: 2156.941650
	Iteration 0F: 2 clusters Score -595903.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -590824.250000 Penalty: 4313.883301
	Iteration 0F: 3 clusters Score -590824.2 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -592468.187500 Penalty: 4313.883301
	Iteration 1F: 3 clusters Score -592468.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -592895.062500 Penalty: 4313.883301
	Iteration 2F: 3 clusters Score -592895.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -593192.500000 Penalty: 4313.883301
	Iteration 3F: 3 clusters Score -593192.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -593447.187500 Penalty: 4313.883301
	Iteration 4F: 3 clusters Score -593447.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -593646.500000 Penalty: 4313.883301
	Iteration 5Q: 3 clusters Score -593646.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -593786.062500 Penalty: 4313.883301
	Iteration 6Q: 3 clusters Score -593786.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -593883.125000 Penalty: 4313.883301
	Iteration 7Q: 3 clusters Score -593883.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -593956.375000 Penalty: 4313.883301
	Iteration 8Q: 3 clusters Score -593956.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -594011.812500 Penalty: 4313.883301
	Iteration 9Q: 3 clusters Score -594011.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -594046.625000 Penalty: 4313.883301
	Iteration 10Q: 3 clusters Score -594046.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -594082.750000 Penalty: 4313.883301
	Iteration 11Q: 3 clusters Score -594082.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -594123.562500 Penalty: 4313.883301
	Iteration 12Q: 3 clusters Score -594123.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -594164.062500 Penalty: 4313.883301
	Iteration 13Q: 3 clusters Score -594164.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -594204.250000 Penalty: 4313.883301
	Iteration 14Q: 3 clusters Score -594204.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -594251.937500 Penalty: 4313.883301
	Iteration 15Q: 3 clusters Score -594251.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -594302.500000 Penalty: 4313.883301
	Iteration 16Q: 3 clusters Score -594302.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -594345.312500 Penalty: 4313.883301
	Iteration 17Q: 3 clusters Score -594345.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -594394.250000 Penalty: 4313.883301
	Iteration 18Q: 3 clusters Score -594394.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -594443.000000 Penalty: 4313.883301
	Iteration 19Q: 3 clusters Score -594443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -594486.062500 Penalty: 4313.883301
	Iteration 20F: 3 clusters Score -594486.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -594539.562500 Penalty: 4313.883301
	Iteration 21Q: 3 clusters Score -594539.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -594605.187500 Penalty: 4313.883301
	Iteration 22Q: 3 clusters Score -594605.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -594693.125000 Penalty: 4313.883301
	Iteration 23Q: 3 clusters Score -594693.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -594777.812500 Penalty: 4313.883301
	Iteration 24Q: 3 clusters Score -594777.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -594847.062500 Penalty: 4313.883301
	Iteration 25Q: 3 clusters Score -594847.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -594911.187500 Penalty: 4313.883301
	Iteration 26Q: 3 clusters Score -594911.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -594965.250000 Penalty: 4313.883301
	Iteration 27Q: 3 clusters Score -594965.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -595000.250000 Penalty: 4313.883301
	Iteration 28Q: 3 clusters Score -595000.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -595021.125000 Penalty: 4313.883301
	Iteration 29Q: 3 clusters Score -595021.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -595041.125000 Penalty: 4313.883301
	Iteration 30Q: 3 clusters Score -595041.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -595056.375000 Penalty: 4313.883301
	Iteration 31Q: 3 clusters Score -595056.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -595072.250000 Penalty: 4313.883301
	Iteration 32Q: 3 clusters Score -595072.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -595082.875000 Penalty: 4313.883301
	Iteration 33Q: 3 clusters Score -595082.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -595091.937500 Penalty: 4313.883301
	Iteration 34Q: 3 clusters Score -595091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -595097.625000 Penalty: 4313.883301
	Iteration 35Q: 3 clusters Score -595097.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -595101.500000 Penalty: 4313.883301
	Iteration 36Q: 3 clusters Score -595101.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -595104.250000 Penalty: 4313.883301
	Iteration 37Q: 3 clusters Score -595104.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -595110.562500 Penalty: 4313.883301
	Iteration 38Q: 3 clusters Score -595110.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -595118.187500 Penalty: 4313.883301
	Iteration 39Q: 3 clusters Score -595118.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -595124.000000 Penalty: 4313.883301
	Iteration 40F: 3 clusters Score -595124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -595127.437500 Penalty: 4313.883301
	Iteration 41Q: 3 clusters Score -595127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -595129.062500 Penalty: 4313.883301
	Iteration 42Q: 3 clusters Score -595129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -595131.937500 Penalty: 4313.883301
	Iteration 43Q: 3 clusters Score -595131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -595134.125000 Penalty: 4313.883301
	Iteration 44Q: 3 clusters Score -595134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -595135.437500 Penalty: 4313.883301
	Iteration 45Q: 3 clusters Score -595135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -595136.875000 Penalty: 4313.883301
	Iteration 46Q: 3 clusters Score -595136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -595137.562500 Penalty: 4313.883301
	Iteration 47Q: 3 clusters Score -595137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -595138.562500 Penalty: 4313.883301
	Iteration 48Q: 3 clusters Score -595138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -595138.937500 Penalty: 4313.883301
	Iteration 49Q: 3 clusters Score -595138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -595138.937500 Penalty: 4313.883301
	Iteration 50F: 3 clusters Score -595138.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Entering Unmasked Estep 
Score: -3155529.500000 Penalty: 2536.847656
	Iteration 0F: 2 clusters Score -3155530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3136391.500000 Penalty: 5073.695312
	Iteration 0F: 3 clusters Score -3136392 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3143418.000000 Penalty: 5073.695312
	Iteration 1F: 3 clusters Score -3143418 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3144421.750000 Penalty: 5073.695312
	Iteration 2F: 3 clusters Score -3144422 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3145939.500000 Penalty: 5073.695312
	Iteration 3F: 3 clusters Score -3145940 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3147796.000000 Penalty: 5073.695312
	Iteration 4F: 3 clusters Score -3147796 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3149321.250000 Penalty: 5073.695312
	Iteration 5F: 3 clusters Score -3149321 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3150296.000000 Penalty: 5073.695312
	Iteration 6F: 3 clusters Score -3150296 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3150908.250000 Penalty: 5073.695312
	Iteration 7Q: 3 clusters Score -3150908 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3151310.250000 Penalty: 5073.695312
	Iteration 8Q: 3 clusters Score -3151310 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3151612.500000 Penalty: 5073.695312
	Iteration 9Q: 3 clusters Score -3151612 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3151860.750000 Penalty: 5073.695312
	Iteration 10Q: 3 clusters Score -3151861 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3152092.750000 Penalty: 5073.695312
	Iteration 11Q: 3 clusters Score -3152093 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3152302.750000 Penalty: 5073.695312
	Iteration 12Q: 3 clusters Score -3152303 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3152535.500000 Penalty: 5073.695312
	Iteration 13Q: 3 clusters Score -3152536 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3152803.000000 Penalty: 5073.695312
	Iteration 14Q: 3 clusters Score -3152803 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3153097.500000 Penalty: 5073.695312
	Iteration 15Q: 3 clusters Score -3153098 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3153388.750000 Penalty: 5073.695312
	Iteration 16Q: 3 clusters Score -3153389 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3153629.250000 Penalty: 5073.695312
	Iteration 17Q: 3 clusters Score -3153629 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3153851.500000 Penalty: 5073.695312
	Iteration 18Q: 3 clusters Score -3153852 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3154059.750000 Penalty: 5073.695312
	Iteration 19Q: 3 clusters Score -3154060 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3154264.500000 Penalty: 5073.695312
	Iteration 20F: 3 clusters Score -3154264 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3154400.000000 Penalty: 5073.695312
	Iteration 21Q: 3 clusters Score -3154400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3154497.500000 Penalty: 5073.695312
	Iteration 22Q: 3 clusters Score -3154498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3154574.250000 Penalty: 5073.695312
	Iteration 23Q: 3 clusters Score -3154574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3154612.250000 Penalty: 5073.695312
	Iteration 24Q: 3 clusters Score -3154612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3154639.500000 Penalty: 5073.695312
	Iteration 25Q: 3 clusters Score -3154640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3154662.500000 Penalty: 5073.695312
	Iteration 26Q: 3 clusters Score -3154662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3154665.250000 Penalty: 5073.695312
	Iteration 27Q: 3 clusters Score -3154665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3154670.500000 Penalty: 5073.695312
	Iteration 28Q: 3 clusters Score -3154670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3154670.500000 Penalty: 5073.695312
	Iteration 29Q: 3 clusters Score -3154670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3154668.000000 Penalty: 5073.695312
	Iteration 30Q: 3 clusters Score -3154668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3154663.500000 Penalty: 5073.695312
	Iteration 31Q: 3 clusters Score -3154664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3154665.000000 Penalty: 5073.695312
	Iteration 32Q: 3 clusters Score -3154665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3154666.000000 Penalty: 5073.695312
	Iteration 33Q: 3 clusters Score -3154666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3154668.500000 Penalty: 5073.695312
	Iteration 34Q: 3 clusters Score -3154668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3154669.750000 Penalty: 5073.695312
	Iteration 35Q: 3 clusters Score -3154670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3154673.250000 Penalty: 5073.695312
	Iteration 36Q: 3 clusters Score -3154673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3154671.250000 Penalty: 5073.695312
	Iteration 37Q: 3 clusters Score -3154671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3154676.500000 Penalty: 5073.695312
	Iteration 38Q: 3 clusters Score -3154676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3154670.750000 Penalty: 5073.695312
	Iteration 39Q: 3 clusters Score -3154671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3154670.750000 Penalty: 5073.695312
	Iteration 40F: 3 clusters Score -3154671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Entering Unmasked Estep 
Score: -379469.968750 Penalty: 2047.638550
	Iteration 0F: 2 clusters Score -379470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -375742.468750 Penalty: 4095.277100
	Iteration 0F: 3 clusters Score -375742.5 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -376910.375000 Penalty: 4095.277100
	Iteration 1F: 3 clusters Score -376910.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -377837.281250 Penalty: 4095.277100
	Iteration 2F: 3 clusters Score -377837.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -378897.718750 Penalty: 4095.277100
	Iteration 3F: 3 clusters Score -378897.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -379682.000000 Penalty: 4095.277100
	Iteration 4F: 3 clusters Score -379682 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -380051.781250 Penalty: 4095.277100
	Iteration 5F: 3 clusters Score -380051.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -380200.906250 Penalty: 4095.277100
	Iteration 6Q: 3 clusters Score -380200.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -380256.718750 Penalty: 4095.277100
	Iteration 7Q: 3 clusters Score -380256.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -380274.656250 Penalty: 4095.277100
	Iteration 8Q: 3 clusters Score -380274.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -380285.437500 Penalty: 4095.277100
	Iteration 9Q: 3 clusters Score -380285.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -380292.156250 Penalty: 4095.277100
	Iteration 10Q: 3 clusters Score -380292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -380296.531250 Penalty: 4095.277100
	Iteration 11Q: 3 clusters Score -380296.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -380299.250000 Penalty: 4095.277100
	Iteration 12Q: 3 clusters Score -380299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -380298.125000 Penalty: 4095.277100
	Iteration 13Q: 3 clusters Score -380298.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -380298.125000 Penalty: 4095.277100
	Iteration 14F: 3 clusters Score -380298.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27701 members 
Mstep: Class 4 contains 1685 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108492 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212463 members 
Mstep: Class 16 contains 23731 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 37868 members 
Mstep: Class 19 contains 128226 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 11564 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 14875 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3302 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2970 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53176 members 
Mstep: Class 45 contains 16572 members 
Mstep: Class 46 contains 40583 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 12945 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24624 members 
Mstep: Class 54 contains 7631 members 
Mstep: Class 55 contains 22505 members 
Mstep: Class 56 contains 15307 members 
Mstep: Class 57 contains 1233 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4812 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27929 members 
Mstep: Class 66 contains 2168 members 
Entering Unmasked Estep 
Score: -139296512.000000 Penalty: 230321.296875
Splitting cluster 4 changes total score from -139297344.000000 to -139296512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Entering Unmasked Estep 
Score: -1888081.500000 Penalty: 2430.678467
	Iteration 0F: 2 clusters Score -1888082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1875283.375000 Penalty: 4861.356934
	Iteration 0F: 3 clusters Score -1875283 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1879694.750000 Penalty: 4861.356934
	Iteration 1F: 3 clusters Score -1879695 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1880385.750000 Penalty: 4861.356934
	Iteration 2F: 3 clusters Score -1880386 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1881181.375000 Penalty: 4861.356934
	Iteration 3F: 3 clusters Score -1881181 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1882048.625000 Penalty: 4861.356934
	Iteration 4F: 3 clusters Score -1882049 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1882891.250000 Penalty: 4861.356934
	Iteration 5F: 3 clusters Score -1882891 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1883650.875000 Penalty: 4861.356934
	Iteration 6F: 3 clusters Score -1883651 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1884406.500000 Penalty: 4861.356934
	Iteration 7F: 3 clusters Score -1884406 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1885007.750000 Penalty: 4861.356934
	Iteration 8Q: 3 clusters Score -1885008 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1885449.000000 Penalty: 4861.356934
	Iteration 9Q: 3 clusters Score -1885449 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1885722.875000 Penalty: 4861.356934
	Iteration 10Q: 3 clusters Score -1885723 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1885943.000000 Penalty: 4861.356934
	Iteration 11Q: 3 clusters Score -1885943 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1886105.375000 Penalty: 4861.356934
	Iteration 12Q: 3 clusters Score -1886105 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1886221.125000 Penalty: 4861.356934
	Iteration 13Q: 3 clusters Score -1886221 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1886303.000000 Penalty: 4861.356934
	Iteration 14Q: 3 clusters Score -1886303 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1886355.250000 Penalty: 4861.356934
	Iteration 15Q: 3 clusters Score -1886355 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1886400.875000 Penalty: 4861.356934
	Iteration 16Q: 3 clusters Score -1886401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1886436.125000 Penalty: 4861.356934
	Iteration 17Q: 3 clusters Score -1886436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1886483.250000 Penalty: 4861.356934
	Iteration 18Q: 3 clusters Score -1886483 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1886530.250000 Penalty: 4861.356934
	Iteration 19Q: 3 clusters Score -1886530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1886566.125000 Penalty: 4861.356934
	Iteration 20F: 3 clusters Score -1886566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1886590.500000 Penalty: 4861.356934
	Iteration 21Q: 3 clusters Score -1886590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1886604.000000 Penalty: 4861.356934
	Iteration 22Q: 3 clusters Score -1886604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1886612.750000 Penalty: 4861.356934
	Iteration 23Q: 3 clusters Score -1886613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1886619.375000 Penalty: 4861.356934
	Iteration 24Q: 3 clusters Score -1886619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1886624.875000 Penalty: 4861.356934
	Iteration 25Q: 3 clusters Score -1886625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1886628.750000 Penalty: 4861.356934
	Iteration 26Q: 3 clusters Score -1886629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1886633.750000 Penalty: 4861.356934
	Iteration 27Q: 3 clusters Score -1886634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1886636.750000 Penalty: 4861.356934
	Iteration 28Q: 3 clusters Score -1886637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1886641.750000 Penalty: 4861.356934
	Iteration 29Q: 3 clusters Score -1886642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1886648.000000 Penalty: 4861.356934
	Iteration 30Q: 3 clusters Score -1886648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1886650.875000 Penalty: 4861.356934
	Iteration 31Q: 3 clusters Score -1886651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1886656.250000 Penalty: 4861.356934
	Iteration 32Q: 3 clusters Score -1886656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1886661.500000 Penalty: 4861.356934
	Iteration 33Q: 3 clusters Score -1886662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1886664.875000 Penalty: 4861.356934
	Iteration 34Q: 3 clusters Score -1886665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1886667.500000 Penalty: 4861.356934
	Iteration 35Q: 3 clusters Score -1886668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1886674.750000 Penalty: 4861.356934
	Iteration 36Q: 3 clusters Score -1886675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1886673.000000 Penalty: 4861.356934
	Iteration 37Q: 3 clusters Score -1886673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1886677.125000 Penalty: 4861.356934
	Iteration 38Q: 3 clusters Score -1886677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1886682.250000 Penalty: 4861.356934
	Iteration 39Q: 3 clusters Score -1886682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1886687.750000 Penalty: 4861.356934
	Iteration 40F: 3 clusters Score -1886688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1886690.125000 Penalty: 4861.356934
	Iteration 41Q: 3 clusters Score -1886690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1886691.000000 Penalty: 4861.356934
	Iteration 42Q: 3 clusters Score -1886691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1886691.750000 Penalty: 4861.356934
	Iteration 43Q: 3 clusters Score -1886692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1886695.250000 Penalty: 4861.356934
	Iteration 44Q: 3 clusters Score -1886695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -1886696.750000 Penalty: 4861.356934
	Iteration 45Q: 3 clusters Score -1886697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1886696.375000 Penalty: 4861.356934
	Iteration 46Q: 3 clusters Score -1886696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1886696.000000 Penalty: 4861.356934
	Iteration 47Q: 3 clusters Score -1886696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1886697.000000 Penalty: 4861.356934
	Iteration 48Q: 3 clusters Score -1886697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1886700.250000 Penalty: 4861.356934
	Iteration 49Q: 3 clusters Score -1886700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1886701.000000 Penalty: 4861.356934
	Iteration 50Q: 3 clusters Score -1886701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1886701.875000 Penalty: 4861.356934
	Iteration 51Q: 3 clusters Score -1886702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1886703.250000 Penalty: 4861.356934
	Iteration 52Q: 3 clusters Score -1886703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1886700.500000 Penalty: 4861.356934
	Iteration 53Q: 3 clusters Score -1886700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1886699.750000 Penalty: 4861.356934
	Iteration 54Q: 3 clusters Score -1886700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1886699.750000 Penalty: 4861.356934
	Iteration 55F: 3 clusters Score -1886700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140540 members 
Entering Unmasked Estep 
Score: -15802298.000000 Penalty: 2939.605469
	Iteration 0F: 2 clusters Score -1.58023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -15708504.000000 Penalty: 5879.210938
	Iteration 0F: 3 clusters Score -1.57085e+07 nChanged 66910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -15747200.000000 Penalty: 5879.210938
	Iteration 1F: 3 clusters Score -1.57472e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -15748161.000000 Penalty: 5879.210938
	Iteration 2Q: 3 clusters Score -1.574816e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -15749114.000000 Penalty: 5879.210938
	Iteration 3Q: 3 clusters Score -1.574911e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -15750149.000000 Penalty: 5879.210938
	Iteration 4Q: 3 clusters Score -1.575015e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -15751482.000000 Penalty: 5879.210938
	Iteration 5Q: 3 clusters Score -1.575148e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -15753372.000000 Penalty: 5879.210938
	Iteration 6Q: 3 clusters Score -1.575337e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -15756246.000000 Penalty: 5879.210938
	Iteration 7Q: 3 clusters Score -1.575625e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -15760444.000000 Penalty: 5879.210938
	Iteration 8F: 3 clusters Score -1.576044e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -15766625.000000 Penalty: 5879.210938
	Iteration 9F: 3 clusters Score -1.576662e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -15774516.000000 Penalty: 5879.210938
	Iteration 10F: 3 clusters Score -1.577452e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -15782845.000000 Penalty: 5879.210938
	Iteration 11F: 3 clusters Score -1.578284e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 126243 members 
Entering Unmasked Estep 
Score: -15789446.000000 Penalty: 5879.210938
	Iteration 12F: 3 clusters Score -1.578945e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -15793670.000000 Penalty: 5879.210938
	Iteration 13Q: 3 clusters Score -1.579367e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 133384 members 
Entering Unmasked Estep 
Score: -15796200.000000 Penalty: 5879.210938
	Iteration 14Q: 3 clusters Score -1.57962e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 135022 members 
Entering Unmasked Estep 
Score: -15797569.000000 Penalty: 5879.210938
	Iteration 15Q: 3 clusters Score -1.579757e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 136110 members 
Entering Unmasked Estep 
Score: -15798380.000000 Penalty: 5879.210938
	Iteration 16Q: 3 clusters Score -1.579838e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 136878 members 
Entering Unmasked Estep 
Score: -15798830.000000 Penalty: 5879.210938
	Iteration 17Q: 3 clusters Score -1.579883e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 137450 members 
Entering Unmasked Estep 
Score: -15799206.000000 Penalty: 5879.210938
	Iteration 18Q: 3 clusters Score -1.579921e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 137854 members 
Entering Unmasked Estep 
Score: -15799417.000000 Penalty: 5879.210938
	Iteration 19Q: 3 clusters Score -1.579942e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 138165 members 
Entering Unmasked Estep 
Score: -15799554.000000 Penalty: 5879.210938
	Iteration 20F: 3 clusters Score -1.579955e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 138432 members 
Entering Unmasked Estep 
Score: -15799678.000000 Penalty: 5879.210938
	Iteration 21Q: 3 clusters Score -1.579968e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 138629 members 
Entering Unmasked Estep 
Score: -15799783.000000 Penalty: 5879.210938
	Iteration 22Q: 3 clusters Score -1.579978e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 138795 members 
Entering Unmasked Estep 
Score: -15799853.000000 Penalty: 5879.210938
	Iteration 23Q: 3 clusters Score -1.579985e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 138921 members 
Entering Unmasked Estep 
Score: -15799903.000000 Penalty: 5879.210938
	Iteration 24Q: 3 clusters Score -1.57999e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 139017 members 
Entering Unmasked Estep 
Score: -15799936.000000 Penalty: 5879.210938
	Iteration 25Q: 3 clusters Score -1.579994e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 139088 members 
Entering Unmasked Estep 
Score: -15799951.000000 Penalty: 5879.210938
	Iteration 26Q: 3 clusters Score -1.579995e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 139143 members 
Entering Unmasked Estep 
Score: -15799987.000000 Penalty: 5879.210938
	Iteration 27Q: 3 clusters Score -1.579999e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 139186 members 
Entering Unmasked Estep 
Score: -15800011.000000 Penalty: 5879.210938
	Iteration 28Q: 3 clusters Score -1.580001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -15800016.000000 Penalty: 5879.210938
	Iteration 29Q: 3 clusters Score -1.580002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 139237 members 
Entering Unmasked Estep 
Score: -15800024.000000 Penalty: 5879.210938
	Iteration 30Q: 3 clusters Score -1.580002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 139253 members 
Entering Unmasked Estep 
Score: -15800036.000000 Penalty: 5879.210938
	Iteration 31Q: 3 clusters Score -1.580004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -15800037.000000 Penalty: 5879.210938
	Iteration 32Q: 3 clusters Score -1.580004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 139265 members 
Entering Unmasked Estep 
Score: -15800039.000000 Penalty: 5879.210938
	Iteration 33Q: 3 clusters Score -1.580004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 139269 members 
Entering Unmasked Estep 
Score: -15800032.000000 Penalty: 5879.210938
	Iteration 34Q: 3 clusters Score -1.580003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 139271 members 
Entering Unmasked Estep 
Score: -15800039.000000 Penalty: 5879.210938
	Iteration 35Q: 3 clusters Score -1.580004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 139278 members 
Entering Unmasked Estep 
Score: -15800040.000000 Penalty: 5879.210938
	Iteration 36Q: 3 clusters Score -1.580004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 139283 members 
Entering Unmasked Estep 
Score: -15800050.000000 Penalty: 5879.210938
	Iteration 37Q: 3 clusters Score -1.580005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 139286 members 
Entering Unmasked Estep 
Score: -15800052.000000 Penalty: 5879.210938
	Iteration 38Q: 3 clusters Score -1.580005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 139289 members 
Entering Unmasked Estep 
Score: -15800035.000000 Penalty: 5879.210938
	Iteration 39Q: 3 clusters Score -1.580004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 139292 members 
Entering Unmasked Estep 
Score: -15800049.000000 Penalty: 5879.210938
	Iteration 40F: 3 clusters Score -1.580005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 139297 members 
Entering Unmasked Estep 
Score: -15800043.000000 Penalty: 5879.210938
	Iteration 41Q: 3 clusters Score -1.580004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 139301 members 
Entering Unmasked Estep 
Score: -15800039.000000 Penalty: 5879.210938
	Iteration 42Q: 3 clusters Score -1.580004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 139306 members 
Entering Unmasked Estep 
Score: -15800038.000000 Penalty: 5879.210938
	Iteration 43Q: 3 clusters Score -1.580004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 139312 members 
Entering Unmasked Estep 
Score: -15800046.000000 Penalty: 5879.210938
	Iteration 44Q: 3 clusters Score -1.580005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 139316 members 
Entering Unmasked Estep 
Score: -15800044.000000 Penalty: 5879.210938
	Iteration 45Q: 3 clusters Score -1.580004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 139320 members 
Entering Unmasked Estep 
Score: -15800052.000000 Penalty: 5879.210938
	Iteration 46Q: 3 clusters Score -1.580005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 139325 members 
Entering Unmasked Estep 
Score: -15800057.000000 Penalty: 5879.210938
	Iteration 47Q: 3 clusters Score -1.580006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 139331 members 
Entering Unmasked Estep 
Score: -15800070.000000 Penalty: 5879.210938
	Iteration 48Q: 3 clusters Score -1.580007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 139332 members 
Entering Unmasked Estep 
Score: -15800066.000000 Penalty: 5879.210938
	Iteration 49Q: 3 clusters Score -1.580007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 139333 members 
Entering Unmasked Estep 
Score: -15800068.000000 Penalty: 5879.210938
	Iteration 50Q: 3 clusters Score -1.580007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 139334 members 
Entering Unmasked Estep 
Score: -15800066.000000 Penalty: 5879.210938
	Iteration 51Q: 3 clusters Score -1.580007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 139334 members 
Entering Unmasked Estep 
Score: -15800068.000000 Penalty: 5879.210938
	Iteration 52Q: 3 clusters Score -1.580007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 139335 members 
Entering Unmasked Estep 
Score: -15800062.000000 Penalty: 5879.210938
	Iteration 53Q: 3 clusters Score -1.580006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 139336 members 
Entering Unmasked Estep 
Score: -15800069.000000 Penalty: 5879.210938
	Iteration 54Q: 3 clusters Score -1.580007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 139336 members 
Entering Unmasked Estep 
Score: -15800069.000000 Penalty: 5879.210938
	Iteration 55F: 3 clusters Score -1.580007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -515481.000000 Penalty: 2118.097168
	Iteration 0F: 2 clusters Score -515481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -510944.781250 Penalty: 4236.194336
	Iteration 0F: 3 clusters Score -510944.8 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -512459.531250 Penalty: 4236.194336
	Iteration 1F: 3 clusters Score -512459.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -513087.250000 Penalty: 4236.194336
	Iteration 2F: 3 clusters Score -513087.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -513567.281250 Penalty: 4236.194336
	Iteration 3F: 3 clusters Score -513567.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -513864.968750 Penalty: 4236.194336
	Iteration 4F: 3 clusters Score -513865 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -514036.687500 Penalty: 4236.194336
	Iteration 5Q: 3 clusters Score -514036.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -514107.656250 Penalty: 4236.194336
	Iteration 6Q: 3 clusters Score -514107.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -514146.687500 Penalty: 4236.194336
	Iteration 7Q: 3 clusters Score -514146.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -514169.312500 Penalty: 4236.194336
	Iteration 8Q: 3 clusters Score -514169.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -514191.125000 Penalty: 4236.194336
	Iteration 9Q: 3 clusters Score -514191.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -514209.656250 Penalty: 4236.194336
	Iteration 10Q: 3 clusters Score -514209.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -514225.906250 Penalty: 4236.194336
	Iteration 11Q: 3 clusters Score -514225.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -514242.312500 Penalty: 4236.194336
	Iteration 12Q: 3 clusters Score -514242.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -514253.718750 Penalty: 4236.194336
	Iteration 13Q: 3 clusters Score -514253.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -514260.937500 Penalty: 4236.194336
	Iteration 14Q: 3 clusters Score -514260.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -514269.468750 Penalty: 4236.194336
	Iteration 15Q: 3 clusters Score -514269.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -514274.468750 Penalty: 4236.194336
	Iteration 16Q: 3 clusters Score -514274.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -514280.468750 Penalty: 4236.194336
	Iteration 17Q: 3 clusters Score -514280.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -514287.562500 Penalty: 4236.194336
	Iteration 18Q: 3 clusters Score -514287.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -514297.000000 Penalty: 4236.194336
	Iteration 19Q: 3 clusters Score -514297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -514301.437500 Penalty: 4236.194336
	Iteration 20F: 3 clusters Score -514301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -514309.968750 Penalty: 4236.194336
	Iteration 21Q: 3 clusters Score -514310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -514315.156250 Penalty: 4236.194336
	Iteration 22Q: 3 clusters Score -514315.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -514321.000000 Penalty: 4236.194336
	Iteration 23Q: 3 clusters Score -514321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -514327.437500 Penalty: 4236.194336
	Iteration 24Q: 3 clusters Score -514327.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -514333.218750 Penalty: 4236.194336
	Iteration 25Q: 3 clusters Score -514333.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -514338.218750 Penalty: 4236.194336
	Iteration 26Q: 3 clusters Score -514338.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -514345.500000 Penalty: 4236.194336
	Iteration 27Q: 3 clusters Score -514345.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -514352.000000 Penalty: 4236.194336
	Iteration 28Q: 3 clusters Score -514352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -514358.281250 Penalty: 4236.194336
	Iteration 29Q: 3 clusters Score -514358.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -514365.812500 Penalty: 4236.194336
	Iteration 30Q: 3 clusters Score -514365.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -514374.250000 Penalty: 4236.194336
	Iteration 31Q: 3 clusters Score -514374.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -514383.968750 Penalty: 4236.194336
	Iteration 32Q: 3 clusters Score -514384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -514394.312500 Penalty: 4236.194336
	Iteration 33Q: 3 clusters Score -514394.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -514401.125000 Penalty: 4236.194336
	Iteration 34Q: 3 clusters Score -514401.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -514409.375000 Penalty: 4236.194336
	Iteration 35Q: 3 clusters Score -514409.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -514423.250000 Penalty: 4236.194336
	Iteration 36Q: 3 clusters Score -514423.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -514435.906250 Penalty: 4236.194336
	Iteration 37Q: 3 clusters Score -514435.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -514447.406250 Penalty: 4236.194336
	Iteration 38Q: 3 clusters Score -514447.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -514457.031250 Penalty: 4236.194336
	Iteration 39Q: 3 clusters Score -514457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -514461.906250 Penalty: 4236.194336
	Iteration 40F: 3 clusters Score -514461.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -514466.656250 Penalty: 4236.194336
	Iteration 41Q: 3 clusters Score -514466.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -514468.031250 Penalty: 4236.194336
	Iteration 42Q: 3 clusters Score -514468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -514469.625000 Penalty: 4236.194336
	Iteration 43Q: 3 clusters Score -514469.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -514471.062500 Penalty: 4236.194336
	Iteration 44Q: 3 clusters Score -514471.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -514474.031250 Penalty: 4236.194336
	Iteration 45Q: 3 clusters Score -514474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -514478.250000 Penalty: 4236.194336
	Iteration 46Q: 3 clusters Score -514478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -514481.687500 Penalty: 4236.194336
	Iteration 47Q: 3 clusters Score -514481.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -514487.625000 Penalty: 4236.194336
	Iteration 48Q: 3 clusters Score -514487.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -514495.000000 Penalty: 4236.194336
	Iteration 49Q: 3 clusters Score -514495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -514507.812500 Penalty: 4236.194336
	Iteration 50Q: 3 clusters Score -514507.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -514524.500000 Penalty: 4236.194336
	Iteration 51Q: 3 clusters Score -514524.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -514541.687500 Penalty: 4236.194336
	Iteration 52Q: 3 clusters Score -514541.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -514563.531250 Penalty: 4236.194336
	Iteration 53Q: 3 clusters Score -514563.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -514587.718750 Penalty: 4236.194336
	Iteration 54Q: 3 clusters Score -514587.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -514614.062500 Penalty: 4236.194336
	Iteration 55Q: 3 clusters Score -514614.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -514631.875000 Penalty: 4236.194336
	Iteration 56Q: 3 clusters Score -514631.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -514646.250000 Penalty: 4236.194336
	Iteration 57Q: 3 clusters Score -514646.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -514655.781250 Penalty: 4236.194336
	Iteration 58Q: 3 clusters Score -514655.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -514667.062500 Penalty: 4236.194336
	Iteration 59Q: 3 clusters Score -514667.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -514682.781250 Penalty: 4236.194336
	Iteration 60F: 3 clusters Score -514682.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -514703.718750 Penalty: 4236.194336
	Iteration 61Q: 3 clusters Score -514703.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -514722.625000 Penalty: 4236.194336
	Iteration 62Q: 3 clusters Score -514722.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -514734.250000 Penalty: 4236.194336
	Iteration 63Q: 3 clusters Score -514734.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -514751.531250 Penalty: 4236.194336
	Iteration 64Q: 3 clusters Score -514751.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -514761.718750 Penalty: 4236.194336
	Iteration 65Q: 3 clusters Score -514761.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -514767.468750 Penalty: 4236.194336
	Iteration 66Q: 3 clusters Score -514767.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -514771.031250 Penalty: 4236.194336
	Iteration 67Q: 3 clusters Score -514771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -514773.156250 Penalty: 4236.194336
	Iteration 68Q: 3 clusters Score -514773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -514773.375000 Penalty: 4236.194336
	Iteration 69Q: 3 clusters Score -514773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -514773.937500 Penalty: 4236.194336
	Iteration 70Q: 3 clusters Score -514773.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -514775.375000 Penalty: 4236.194336
	Iteration 71Q: 3 clusters Score -514775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -514775.656250 Penalty: 4236.194336
	Iteration 72Q: 3 clusters Score -514775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -514775.968750 Penalty: 4236.194336
	Iteration 73Q: 3 clusters Score -514776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -514777.625000 Penalty: 4236.194336
	Iteration 74Q: 3 clusters Score -514777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -514777.625000 Penalty: 4236.194336
	Iteration 75F: 3 clusters Score -514777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Entering Unmasked Estep 
Score: -1783894.500000 Penalty: 2411.077393
	Iteration 0F: 2 clusters Score -1783894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1771955.625000 Penalty: 4822.154785
	Iteration 0F: 3 clusters Score -1771956 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1775759.500000 Penalty: 4822.154785
	Iteration 1F: 3 clusters Score -1775760 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1776198.750000 Penalty: 4822.154785
	Iteration 2F: 3 clusters Score -1776199 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1776542.500000 Penalty: 4822.154785
	Iteration 3F: 3 clusters Score -1776542 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1776867.250000 Penalty: 4822.154785
	Iteration 4Q: 3 clusters Score -1776867 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1777195.000000 Penalty: 4822.154785
	Iteration 5Q: 3 clusters Score -1777195 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1777509.375000 Penalty: 4822.154785
	Iteration 6Q: 3 clusters Score -1777509 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1777892.375000 Penalty: 4822.154785
	Iteration 7Q: 3 clusters Score -1777892 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1778337.000000 Penalty: 4822.154785
	Iteration 8Q: 3 clusters Score -1778337 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1778800.500000 Penalty: 4822.154785
	Iteration 9Q: 3 clusters Score -1778800 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1779358.250000 Penalty: 4822.154785
	Iteration 10Q: 3 clusters Score -1779358 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1780002.500000 Penalty: 4822.154785
	Iteration 11Q: 3 clusters Score -1780002 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1780554.125000 Penalty: 4822.154785
	Iteration 12Q: 3 clusters Score -1780554 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1781087.875000 Penalty: 4822.154785
	Iteration 13Q: 3 clusters Score -1781088 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1781616.000000 Penalty: 4822.154785
	Iteration 14Q: 3 clusters Score -1781616 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1782082.250000 Penalty: 4822.154785
	Iteration 15Q: 3 clusters Score -1782082 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1782504.125000 Penalty: 4822.154785
	Iteration 16Q: 3 clusters Score -1782504 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1782886.625000 Penalty: 4822.154785
	Iteration 17Q: 3 clusters Score -1782887 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1783207.875000 Penalty: 4822.154785
	Iteration 18Q: 3 clusters Score -1783208 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1783468.500000 Penalty: 4822.154785
	Iteration 19Q: 3 clusters Score -1783468 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1783660.125000 Penalty: 4822.154785
	Iteration 20F: 3 clusters Score -1783660 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1783822.000000 Penalty: 4822.154785
	Iteration 21Q: 3 clusters Score -1783822 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1783926.250000 Penalty: 4822.154785
	Iteration 22Q: 3 clusters Score -1783926 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1783979.375000 Penalty: 4822.154785
	Iteration 23Q: 3 clusters Score -1783979 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1784010.125000 Penalty: 4822.154785
	Iteration 24Q: 3 clusters Score -1784010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1784028.125000 Penalty: 4822.154785
	Iteration 25Q: 3 clusters Score -1784028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1784037.375000 Penalty: 4822.154785
	Iteration 26Q: 3 clusters Score -1784037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1784041.625000 Penalty: 4822.154785
	Iteration 27Q: 3 clusters Score -1784042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1784053.000000 Penalty: 4822.154785
	Iteration 28Q: 3 clusters Score -1784053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1784058.125000 Penalty: 4822.154785
	Iteration 29Q: 3 clusters Score -1784058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1784053.750000 Penalty: 4822.154785
	Iteration 30Q: 3 clusters Score -1784054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1784060.750000 Penalty: 4822.154785
	Iteration 31Q: 3 clusters Score -1784061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1784062.375000 Penalty: 4822.154785
	Iteration 32Q: 3 clusters Score -1784062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1784066.500000 Penalty: 4822.154785
	Iteration 33Q: 3 clusters Score -1784066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1784068.500000 Penalty: 4822.154785
	Iteration 34Q: 3 clusters Score -1784068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1784072.375000 Penalty: 4822.154785
	Iteration 35Q: 3 clusters Score -1784072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1784070.875000 Penalty: 4822.154785
	Iteration 36Q: 3 clusters Score -1784071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1784073.125000 Penalty: 4822.154785
	Iteration 37Q: 3 clusters Score -1784073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1784072.625000 Penalty: 4822.154785
	Iteration 38Q: 3 clusters Score -1784073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1784070.125000 Penalty: 4822.154785
	Iteration 39Q: 3 clusters Score -1784070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1784068.500000 Penalty: 4822.154785
	Iteration 40F: 3 clusters Score -1784068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1784068.125000 Penalty: 4822.154785
	Iteration 41Q: 3 clusters Score -1784068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1784068.750000 Penalty: 4822.154785
	Iteration 42Q: 3 clusters Score -1784069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1784068.750000 Penalty: 4822.154785
	Iteration 43F: 3 clusters Score -1784069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27701 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 9202 members 
Mstep: Class 9 contains 108492 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212463 members 
Mstep: Class 16 contains 23731 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 37868 members 
Mstep: Class 19 contains 128226 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 11564 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 14875 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3302 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2970 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53176 members 
Mstep: Class 45 contains 16572 members 
Mstep: Class 46 contains 40583 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 12945 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24624 members 
Mstep: Class 54 contains 7631 members 
Mstep: Class 55 contains 22505 members 
Mstep: Class 56 contains 15307 members 
Mstep: Class 57 contains 1233 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4812 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27929 members 
Mstep: Class 66 contains 7480 members 
Entering Unmasked Estep 
Score: -139296624.000000 Penalty: 230321.296875
Splitting cluster 8 changes total score from -139297344.000000 to -139296624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (108492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Entering Unmasked Estep 
Score: -12212832.000000 Penalty: 2875.419189
	Iteration 0F: 2 clusters Score -1.221283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -12140322.000000 Penalty: 5750.838379
	Iteration 0F: 3 clusters Score -1.214032e+07 nChanged 51524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -12170075.000000 Penalty: 5750.838379
	Iteration 1F: 3 clusters Score -1.217008e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -12171266.000000 Penalty: 5750.838379
	Iteration 2Q: 3 clusters Score -1.217127e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -12172771.000000 Penalty: 5750.838379
	Iteration 3Q: 3 clusters Score -1.217277e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -12174976.000000 Penalty: 5750.838379
	Iteration 4Q: 3 clusters Score -1.217498e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -12178192.000000 Penalty: 5750.838379
	Iteration 5F: 3 clusters Score -1.217819e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -12182877.000000 Penalty: 5750.838379
	Iteration 6F: 3 clusters Score -1.218288e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -12189030.000000 Penalty: 5750.838379
	Iteration 7F: 3 clusters Score -1.218903e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -12195567.000000 Penalty: 5750.838379
	Iteration 8F: 3 clusters Score -1.219557e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -12200695.000000 Penalty: 5750.838379
	Iteration 9F: 3 clusters Score -1.22007e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -12203880.000000 Penalty: 5750.838379
	Iteration 10Q: 3 clusters Score -1.220388e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -12205791.000000 Penalty: 5750.838379
	Iteration 11Q: 3 clusters Score -1.220579e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -12206948.000000 Penalty: 5750.838379
	Iteration 12Q: 3 clusters Score -1.220695e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -12207823.000000 Penalty: 5750.838379
	Iteration 13Q: 3 clusters Score -1.220782e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -12208423.000000 Penalty: 5750.838379
	Iteration 14Q: 3 clusters Score -1.220842e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104461 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -12208844.000000 Penalty: 5750.838379
	Iteration 15Q: 3 clusters Score -1.220884e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -12209226.000000 Penalty: 5750.838379
	Iteration 16Q: 3 clusters Score -1.220923e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -12209497.000000 Penalty: 5750.838379
	Iteration 17Q: 3 clusters Score -1.22095e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106046 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12209735.000000 Penalty: 5750.838379
	Iteration 18Q: 3 clusters Score -1.220974e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106339 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -12209876.000000 Penalty: 5750.838379
	Iteration 19Q: 3 clusters Score -1.220988e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -12210018.000000 Penalty: 5750.838379
	Iteration 20F: 3 clusters Score -1.221002e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -12210096.000000 Penalty: 5750.838379
	Iteration 21Q: 3 clusters Score -1.22101e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -12210177.000000 Penalty: 5750.838379
	Iteration 22Q: 3 clusters Score -1.221018e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -12210251.000000 Penalty: 5750.838379
	Iteration 23Q: 3 clusters Score -1.221025e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12210286.000000 Penalty: 5750.838379
	Iteration 24Q: 3 clusters Score -1.221029e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -12210351.000000 Penalty: 5750.838379
	Iteration 25Q: 3 clusters Score -1.221035e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12210392.000000 Penalty: 5750.838379
	Iteration 26Q: 3 clusters Score -1.221039e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12210415.000000 Penalty: 5750.838379
	Iteration 27Q: 3 clusters Score -1.221042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107296 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12210416.000000 Penalty: 5750.838379
	Iteration 28Q: 3 clusters Score -1.221042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107324 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12210449.000000 Penalty: 5750.838379
	Iteration 29Q: 3 clusters Score -1.221045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -12210473.000000 Penalty: 5750.838379
	Iteration 30Q: 3 clusters Score -1.221047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107385 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12210495.000000 Penalty: 5750.838379
	Iteration 31Q: 3 clusters Score -1.22105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12210500.000000 Penalty: 5750.838379
	Iteration 32Q: 3 clusters Score -1.22105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107421 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12210512.000000 Penalty: 5750.838379
	Iteration 33Q: 3 clusters Score -1.221051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12210527.000000 Penalty: 5750.838379
	Iteration 34Q: 3 clusters Score -1.221053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12210537.000000 Penalty: 5750.838379
	Iteration 35Q: 3 clusters Score -1.221054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12210529.000000 Penalty: 5750.838379
	Iteration 36Q: 3 clusters Score -1.221053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107450 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12210533.000000 Penalty: 5750.838379
	Iteration 37Q: 3 clusters Score -1.221053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12210527.000000 Penalty: 5750.838379
	Iteration 38Q: 3 clusters Score -1.221053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12210525.000000 Penalty: 5750.838379
	Iteration 39Q: 3 clusters Score -1.221052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12210539.000000 Penalty: 5750.838379
	Iteration 40F: 3 clusters Score -1.221054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12210530.000000 Penalty: 5750.838379
	Iteration 41Q: 3 clusters Score -1.221053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12210557.000000 Penalty: 5750.838379
	Iteration 42Q: 3 clusters Score -1.221056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12210569.000000 Penalty: 5750.838379
	Iteration 43Q: 3 clusters Score -1.221057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107498 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12210559.000000 Penalty: 5750.838379
	Iteration 44Q: 3 clusters Score -1.221056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12210568.000000 Penalty: 5750.838379
	Iteration 45Q: 3 clusters Score -1.221057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12210593.000000 Penalty: 5750.838379
	Iteration 46Q: 3 clusters Score -1.221059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12210587.000000 Penalty: 5750.838379
	Iteration 47Q: 3 clusters Score -1.221059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107534 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12210588.000000 Penalty: 5750.838379
	Iteration 48Q: 3 clusters Score -1.221059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12210604.000000 Penalty: 5750.838379
	Iteration 49Q: 3 clusters Score -1.22106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107544 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12210599.000000 Penalty: 5750.838379
	Iteration 50Q: 3 clusters Score -1.22106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -12210597.000000 Penalty: 5750.838379
	Iteration 51Q: 3 clusters Score -1.22106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12210596.000000 Penalty: 5750.838379
	Iteration 52Q: 3 clusters Score -1.22106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12210596.000000 Penalty: 5750.838379
	Iteration 53F: 3 clusters Score -1.22106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -48012.742188 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -48012.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46497.964844 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46497.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46695.906250 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46695.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46761.113281 Penalty: 3037.843018
	Iteration 2F: 3 clusters Score -46761.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46775.628906 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46775.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46786.957031 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46786.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46797.417969 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46797.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46800.644531 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -46800.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46806.324219 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -46806.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46807.855469 Penalty: 3037.843018
	Iteration 8Q: 3 clusters Score -46807.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46807.855469 Penalty: 3037.843018
	Iteration 9F: 3 clusters Score -46807.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Entering Unmasked Estep 
Score: -1059756.250000 Penalty: 2306.830078
	Iteration 0F: 2 clusters Score -1059756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1051520.625000 Penalty: 4613.660156
	Iteration 0F: 3 clusters Score -1051521 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1054016.125000 Penalty: 4613.660156
	Iteration 1F: 3 clusters Score -1054016 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1054460.500000 Penalty: 4613.660156
	Iteration 2F: 3 clusters Score -1054460 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1054856.500000 Penalty: 4613.660156
	Iteration 3F: 3 clusters Score -1054856 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1055210.875000 Penalty: 4613.660156
	Iteration 4F: 3 clusters Score -1055211 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1055552.375000 Penalty: 4613.660156
	Iteration 5F: 3 clusters Score -1055552 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1055871.500000 Penalty: 4613.660156
	Iteration 6Q: 3 clusters Score -1055872 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1056224.500000 Penalty: 4613.660156
	Iteration 7Q: 3 clusters Score -1056224 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1056613.375000 Penalty: 4613.660156
	Iteration 8Q: 3 clusters Score -1056613 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1057027.250000 Penalty: 4613.660156
	Iteration 9Q: 3 clusters Score -1057027 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1057372.500000 Penalty: 4613.660156
	Iteration 10Q: 3 clusters Score -1057372 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1057683.250000 Penalty: 4613.660156
	Iteration 11Q: 3 clusters Score -1057683 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1057989.250000 Penalty: 4613.660156
	Iteration 12Q: 3 clusters Score -1057989 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1058420.000000 Penalty: 4613.660156
	Iteration 13Q: 3 clusters Score -1058420 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1058915.625000 Penalty: 4613.660156
	Iteration 14Q: 3 clusters Score -1058916 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1059202.625000 Penalty: 4613.660156
	Iteration 15Q: 3 clusters Score -1059203 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1059310.875000 Penalty: 4613.660156
	Iteration 16Q: 3 clusters Score -1059311 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1059379.875000 Penalty: 4613.660156
	Iteration 17Q: 3 clusters Score -1059380 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1059442.500000 Penalty: 4613.660156
	Iteration 18Q: 3 clusters Score -1059442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1059488.250000 Penalty: 4613.660156
	Iteration 19Q: 3 clusters Score -1059488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1059536.500000 Penalty: 4613.660156
	Iteration 20F: 3 clusters Score -1059536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1059567.625000 Penalty: 4613.660156
	Iteration 21Q: 3 clusters Score -1059568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1059611.000000 Penalty: 4613.660156
	Iteration 22Q: 3 clusters Score -1059611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1059648.875000 Penalty: 4613.660156
	Iteration 23Q: 3 clusters Score -1059649 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1059685.875000 Penalty: 4613.660156
	Iteration 24Q: 3 clusters Score -1059686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1059718.125000 Penalty: 4613.660156
	Iteration 25Q: 3 clusters Score -1059718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1059741.250000 Penalty: 4613.660156
	Iteration 26Q: 3 clusters Score -1059741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1059751.625000 Penalty: 4613.660156
	Iteration 27Q: 3 clusters Score -1059752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1059764.250000 Penalty: 4613.660156
	Iteration 28Q: 3 clusters Score -1059764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1059776.125000 Penalty: 4613.660156
	Iteration 29Q: 3 clusters Score -1059776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1059785.125000 Penalty: 4613.660156
	Iteration 30Q: 3 clusters Score -1059785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1059795.875000 Penalty: 4613.660156
	Iteration 31Q: 3 clusters Score -1059796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1059806.500000 Penalty: 4613.660156
	Iteration 32Q: 3 clusters Score -1059806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1059808.875000 Penalty: 4613.660156
	Iteration 33Q: 3 clusters Score -1059809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1059811.750000 Penalty: 4613.660156
	Iteration 34Q: 3 clusters Score -1059812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1059813.125000 Penalty: 4613.660156
	Iteration 35Q: 3 clusters Score -1059813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1059812.500000 Penalty: 4613.660156
	Iteration 36Q: 3 clusters Score -1059812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1059814.625000 Penalty: 4613.660156
	Iteration 37Q: 3 clusters Score -1059815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1059815.250000 Penalty: 4613.660156
	Iteration 38Q: 3 clusters Score -1059815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1059814.625000 Penalty: 4613.660156
	Iteration 39Q: 3 clusters Score -1059815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1059815.625000 Penalty: 4613.660156
	Iteration 40F: 3 clusters Score -1059816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27701 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108492 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212463 members 
Mstep: Class 16 contains 23731 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 37868 members 
Mstep: Class 19 contains 128226 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 11564 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 14875 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3302 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2970 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53176 members 
Mstep: Class 45 contains 16572 members 
Mstep: Class 46 contains 40583 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 12945 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24624 members 
Mstep: Class 54 contains 7631 members 
Mstep: Class 55 contains 22505 members 
Mstep: Class 56 contains 15307 members 
Mstep: Class 57 contains 1233 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4812 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27929 members 
Mstep: Class 66 contains 3388 members 
Entering Unmasked Estep 
Score: -139296336.000000 Penalty: 230321.296875
Splitting cluster 11 changes total score from -139297344.000000 to -139296336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -725794.937500 Penalty: 2184.438477
	Iteration 0F: 2 clusters Score -725794.9 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 3321 members 
Entering Unmasked Estep 
Score: -720250.812500 Penalty: 4368.876953
	Iteration 0F: 3 clusters Score -720250.8 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -721662.562500 Penalty: 4368.876953
	Iteration 1F: 3 clusters Score -721662.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -721925.437500 Penalty: 4368.876953
	Iteration 2F: 3 clusters Score -721925.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -722122.125000 Penalty: 4368.876953
	Iteration 3F: 3 clusters Score -722122.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -722251.687500 Penalty: 4368.876953
	Iteration 4Q: 3 clusters Score -722251.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -722348.562500 Penalty: 4368.876953
	Iteration 5Q: 3 clusters Score -722348.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -722437.750000 Penalty: 4368.876953
	Iteration 6Q: 3 clusters Score -722437.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -722529.687500 Penalty: 4368.876953
	Iteration 7Q: 3 clusters Score -722529.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -722611.000000 Penalty: 4368.876953
	Iteration 8Q: 3 clusters Score -722611 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -722699.312500 Penalty: 4368.876953
	Iteration 9Q: 3 clusters Score -722699.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -722807.250000 Penalty: 4368.876953
	Iteration 10Q: 3 clusters Score -722807.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -722950.562500 Penalty: 4368.876953
	Iteration 11Q: 3 clusters Score -722950.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -723164.000000 Penalty: 4368.876953
	Iteration 12Q: 3 clusters Score -723164 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -723417.125000 Penalty: 4368.876953
	Iteration 13Q: 3 clusters Score -723417.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -723660.125000 Penalty: 4368.876953
	Iteration 14Q: 3 clusters Score -723660.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -723886.625000 Penalty: 4368.876953
	Iteration 15Q: 3 clusters Score -723886.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -724088.500000 Penalty: 4368.876953
	Iteration 16Q: 3 clusters Score -724088.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -724214.750000 Penalty: 4368.876953
	Iteration 17Q: 3 clusters Score -724214.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -724325.250000 Penalty: 4368.876953
	Iteration 18Q: 3 clusters Score -724325.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -724424.437500 Penalty: 4368.876953
	Iteration 19Q: 3 clusters Score -724424.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -724500.625000 Penalty: 4368.876953
	Iteration 20F: 3 clusters Score -724500.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -724566.625000 Penalty: 4368.876953
	Iteration 21Q: 3 clusters Score -724566.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -724616.000000 Penalty: 4368.876953
	Iteration 22Q: 3 clusters Score -724616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -724661.750000 Penalty: 4368.876953
	Iteration 23Q: 3 clusters Score -724661.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -724693.812500 Penalty: 4368.876953
	Iteration 24Q: 3 clusters Score -724693.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -724714.500000 Penalty: 4368.876953
	Iteration 25Q: 3 clusters Score -724714.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -724733.312500 Penalty: 4368.876953
	Iteration 26Q: 3 clusters Score -724733.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -724746.562500 Penalty: 4368.876953
	Iteration 27Q: 3 clusters Score -724746.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -724756.125000 Penalty: 4368.876953
	Iteration 28Q: 3 clusters Score -724756.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -724764.125000 Penalty: 4368.876953
	Iteration 29Q: 3 clusters Score -724764.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -724766.125000 Penalty: 4368.876953
	Iteration 30Q: 3 clusters Score -724766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -724768.375000 Penalty: 4368.876953
	Iteration 31Q: 3 clusters Score -724768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -724771.062500 Penalty: 4368.876953
	Iteration 32Q: 3 clusters Score -724771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -724773.625000 Penalty: 4368.876953
	Iteration 33Q: 3 clusters Score -724773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -724774.000000 Penalty: 4368.876953
	Iteration 34Q: 3 clusters Score -724774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -724774.937500 Penalty: 4368.876953
	Iteration 35Q: 3 clusters Score -724774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -724777.750000 Penalty: 4368.876953
	Iteration 36Q: 3 clusters Score -724777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -724779.187500 Penalty: 4368.876953
	Iteration 37Q: 3 clusters Score -724779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -724778.625000 Penalty: 4368.876953
	Iteration 38Q: 3 clusters Score -724778.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -724778.625000 Penalty: 4368.876953
	Iteration 39F: 3 clusters Score -724778.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Entering Unmasked Estep 
Score: -1793810.500000 Penalty: 2398.389404
	Iteration 0F: 2 clusters Score -1793810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1782408.250000 Penalty: 4796.778809
	Iteration 0F: 3 clusters Score -1782408 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1786147.375000 Penalty: 4796.778809
	Iteration 1F: 3 clusters Score -1786147 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1786559.750000 Penalty: 4796.778809
	Iteration 2F: 3 clusters Score -1786560 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1786976.250000 Penalty: 4796.778809
	Iteration 3F: 3 clusters Score -1786976 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1787453.250000 Penalty: 4796.778809
	Iteration 4F: 3 clusters Score -1787453 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1788034.875000 Penalty: 4796.778809
	Iteration 5F: 3 clusters Score -1788035 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1788579.250000 Penalty: 4796.778809
	Iteration 6F: 3 clusters Score -1788579 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1789106.375000 Penalty: 4796.778809
	Iteration 7F: 3 clusters Score -1789106 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1789529.125000 Penalty: 4796.778809
	Iteration 8Q: 3 clusters Score -1789529 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1789925.500000 Penalty: 4796.778809
	Iteration 9Q: 3 clusters Score -1789926 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1790243.250000 Penalty: 4796.778809
	Iteration 10Q: 3 clusters Score -1790243 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1790489.875000 Penalty: 4796.778809
	Iteration 11Q: 3 clusters Score -1790490 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1790693.875000 Penalty: 4796.778809
	Iteration 12Q: 3 clusters Score -1790694 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1790864.000000 Penalty: 4796.778809
	Iteration 13Q: 3 clusters Score -1790864 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1791024.500000 Penalty: 4796.778809
	Iteration 14Q: 3 clusters Score -1791024 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1791177.250000 Penalty: 4796.778809
	Iteration 15Q: 3 clusters Score -1791177 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1791309.000000 Penalty: 4796.778809
	Iteration 16Q: 3 clusters Score -1791309 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1791421.250000 Penalty: 4796.778809
	Iteration 17Q: 3 clusters Score -1791421 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1791489.750000 Penalty: 4796.778809
	Iteration 18Q: 3 clusters Score -1791490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1791535.250000 Penalty: 4796.778809
	Iteration 19Q: 3 clusters Score -1791535 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1791569.000000 Penalty: 4796.778809
	Iteration 20F: 3 clusters Score -1791569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1791603.375000 Penalty: 4796.778809
	Iteration 21Q: 3 clusters Score -1791603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1791637.000000 Penalty: 4796.778809
	Iteration 22Q: 3 clusters Score -1791637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1791661.625000 Penalty: 4796.778809
	Iteration 23Q: 3 clusters Score -1791662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1791685.250000 Penalty: 4796.778809
	Iteration 24Q: 3 clusters Score -1791685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1791704.750000 Penalty: 4796.778809
	Iteration 25Q: 3 clusters Score -1791705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1791708.375000 Penalty: 4796.778809
	Iteration 26Q: 3 clusters Score -1791708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1791721.000000 Penalty: 4796.778809
	Iteration 27Q: 3 clusters Score -1791721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1791731.750000 Penalty: 4796.778809
	Iteration 28Q: 3 clusters Score -1791732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1791739.000000 Penalty: 4796.778809
	Iteration 29Q: 3 clusters Score -1791739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1791750.250000 Penalty: 4796.778809
	Iteration 30Q: 3 clusters Score -1791750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1791754.625000 Penalty: 4796.778809
	Iteration 31Q: 3 clusters Score -1791755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1791762.375000 Penalty: 4796.778809
	Iteration 32Q: 3 clusters Score -1791762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1791764.875000 Penalty: 4796.778809
	Iteration 33Q: 3 clusters Score -1791765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1791768.000000 Penalty: 4796.778809
	Iteration 34Q: 3 clusters Score -1791768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1791773.500000 Penalty: 4796.778809
	Iteration 35Q: 3 clusters Score -1791774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1791780.250000 Penalty: 4796.778809
	Iteration 36Q: 3 clusters Score -1791780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1791782.625000 Penalty: 4796.778809
	Iteration 37Q: 3 clusters Score -1791783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1791788.875000 Penalty: 4796.778809
	Iteration 38Q: 3 clusters Score -1791789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1791788.375000 Penalty: 4796.778809
	Iteration 39Q: 3 clusters Score -1791788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1791791.875000 Penalty: 4796.778809
	Iteration 40F: 3 clusters Score -1791792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1791789.875000 Penalty: 4796.778809
	Iteration 41Q: 3 clusters Score -1791790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1791788.750000 Penalty: 4796.778809
	Iteration 42Q: 3 clusters Score -1791789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1791790.250000 Penalty: 4796.778809
	Iteration 43Q: 3 clusters Score -1791790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1791790.750000 Penalty: 4796.778809
	Iteration 44Q: 3 clusters Score -1791791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1791790.750000 Penalty: 4796.778809
	Iteration 45F: 3 clusters Score -1791791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -1057384.000000 Penalty: 2268.766602
	Iteration 0F: 2 clusters Score -1057384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1050124.750000 Penalty: 4537.533203
	Iteration 0F: 3 clusters Score -1050125 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1052318.875000 Penalty: 4537.533203
	Iteration 1F: 3 clusters Score -1052319 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1052668.750000 Penalty: 4537.533203
	Iteration 2F: 3 clusters Score -1052669 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1052905.250000 Penalty: 4537.533203
	Iteration 3F: 3 clusters Score -1052905 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1053082.750000 Penalty: 4537.533203
	Iteration 4Q: 3 clusters Score -1053083 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1053247.250000 Penalty: 4537.533203
	Iteration 5Q: 3 clusters Score -1053247 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1053398.250000 Penalty: 4537.533203
	Iteration 6Q: 3 clusters Score -1053398 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1053518.500000 Penalty: 4537.533203
	Iteration 7Q: 3 clusters Score -1053518 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1053621.250000 Penalty: 4537.533203
	Iteration 8Q: 3 clusters Score -1053621 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1053740.500000 Penalty: 4537.533203
	Iteration 9Q: 3 clusters Score -1053740 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1053848.625000 Penalty: 4537.533203
	Iteration 10Q: 3 clusters Score -1053849 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1053962.625000 Penalty: 4537.533203
	Iteration 11Q: 3 clusters Score -1053963 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1054098.000000 Penalty: 4537.533203
	Iteration 12Q: 3 clusters Score -1054098 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1054257.000000 Penalty: 4537.533203
	Iteration 13Q: 3 clusters Score -1054257 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1054409.250000 Penalty: 4537.533203
	Iteration 14Q: 3 clusters Score -1054409 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1054566.000000 Penalty: 4537.533203
	Iteration 15Q: 3 clusters Score -1054566 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1054785.500000 Penalty: 4537.533203
	Iteration 16Q: 3 clusters Score -1054786 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1055067.125000 Penalty: 4537.533203
	Iteration 17Q: 3 clusters Score -1055067 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1055269.500000 Penalty: 4537.533203
	Iteration 18Q: 3 clusters Score -1055270 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1055401.750000 Penalty: 4537.533203
	Iteration 19Q: 3 clusters Score -1055402 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1055496.375000 Penalty: 4537.533203
	Iteration 20F: 3 clusters Score -1055496 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1055576.250000 Penalty: 4537.533203
	Iteration 21Q: 3 clusters Score -1055576 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1055636.250000 Penalty: 4537.533203
	Iteration 22Q: 3 clusters Score -1055636 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1055687.750000 Penalty: 4537.533203
	Iteration 23Q: 3 clusters Score -1055688 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1055733.625000 Penalty: 4537.533203
	Iteration 24Q: 3 clusters Score -1055734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1055768.500000 Penalty: 4537.533203
	Iteration 25Q: 3 clusters Score -1055768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1055813.250000 Penalty: 4537.533203
	Iteration 26Q: 3 clusters Score -1055813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1055866.000000 Penalty: 4537.533203
	Iteration 27Q: 3 clusters Score -1055866 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1055939.875000 Penalty: 4537.533203
	Iteration 28Q: 3 clusters Score -1055940 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1056037.875000 Penalty: 4537.533203
	Iteration 29Q: 3 clusters Score -1056038 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1056162.500000 Penalty: 4537.533203
	Iteration 30Q: 3 clusters Score -1056162 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1056291.625000 Penalty: 4537.533203
	Iteration 31Q: 3 clusters Score -1056292 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1056411.250000 Penalty: 4537.533203
	Iteration 32Q: 3 clusters Score -1056411 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1056505.625000 Penalty: 4537.533203
	Iteration 33Q: 3 clusters Score -1056506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1056589.750000 Penalty: 4537.533203
	Iteration 34Q: 3 clusters Score -1056590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1056642.125000 Penalty: 4537.533203
	Iteration 35Q: 3 clusters Score -1056642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1056676.500000 Penalty: 4537.533203
	Iteration 36Q: 3 clusters Score -1056676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1056715.500000 Penalty: 4537.533203
	Iteration 37Q: 3 clusters Score -1056716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1056756.500000 Penalty: 4537.533203
	Iteration 38Q: 3 clusters Score -1056756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1056799.375000 Penalty: 4537.533203
	Iteration 39Q: 3 clusters Score -1056799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1056842.125000 Penalty: 4537.533203
	Iteration 40F: 3 clusters Score -1056842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1056885.875000 Penalty: 4537.533203
	Iteration 41Q: 3 clusters Score -1056886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1056919.000000 Penalty: 4537.533203
	Iteration 42Q: 3 clusters Score -1056919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1056939.125000 Penalty: 4537.533203
	Iteration 43Q: 3 clusters Score -1056939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1056955.375000 Penalty: 4537.533203
	Iteration 44Q: 3 clusters Score -1056955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1056970.000000 Penalty: 4537.533203
	Iteration 45Q: 3 clusters Score -1056970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1056980.125000 Penalty: 4537.533203
	Iteration 46Q: 3 clusters Score -1056980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1056989.500000 Penalty: 4537.533203
	Iteration 47Q: 3 clusters Score -1056990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1056993.625000 Penalty: 4537.533203
	Iteration 48Q: 3 clusters Score -1056994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1057000.625000 Penalty: 4537.533203
	Iteration 49Q: 3 clusters Score -1057001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1057008.375000 Penalty: 4537.533203
	Iteration 50Q: 3 clusters Score -1057008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1057007.750000 Penalty: 4537.533203
	Iteration 51Q: 3 clusters Score -1057008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1057012.250000 Penalty: 4537.533203
	Iteration 52Q: 3 clusters Score -1057012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1057016.875000 Penalty: 4537.533203
	Iteration 53Q: 3 clusters Score -1057017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1057019.125000 Penalty: 4537.533203
	Iteration 54Q: 3 clusters Score -1057019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1057017.250000 Penalty: 4537.533203
	Iteration 55Q: 3 clusters Score -1057017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1057019.625000 Penalty: 4537.533203
	Iteration 56Q: 3 clusters Score -1057020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1057023.750000 Penalty: 4537.533203
	Iteration 57Q: 3 clusters Score -1057024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1057022.375000 Penalty: 4537.533203
	Iteration 58Q: 3 clusters Score -1057022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1057025.125000 Penalty: 4537.533203
	Iteration 59Q: 3 clusters Score -1057025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1057027.250000 Penalty: 4537.533203
	Iteration 60F: 3 clusters Score -1057027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1057029.750000 Penalty: 4537.533203
	Iteration 61Q: 3 clusters Score -1057030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1057032.000000 Penalty: 4537.533203
	Iteration 62Q: 3 clusters Score -1057032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1057032.750000 Penalty: 4537.533203
	Iteration 63Q: 3 clusters Score -1057033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1057034.125000 Penalty: 4537.533203
	Iteration 64Q: 3 clusters Score -1057034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1057036.000000 Penalty: 4537.533203
	Iteration 65Q: 3 clusters Score -1057036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1057038.125000 Penalty: 4537.533203
	Iteration 66Q: 3 clusters Score -1057038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1057037.375000 Penalty: 4537.533203
	Iteration 67Q: 3 clusters Score -1057037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1057039.875000 Penalty: 4537.533203
	Iteration 68Q: 3 clusters Score -1057040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1057042.750000 Penalty: 4537.533203
	Iteration 69Q: 3 clusters Score -1057043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1057042.250000 Penalty: 4537.533203
	Iteration 70Q: 3 clusters Score -1057042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1057041.625000 Penalty: 4537.533203
	Iteration 71Q: 3 clusters Score -1057042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1057042.000000 Penalty: 4537.533203
	Iteration 72Q: 3 clusters Score -1057042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1057044.625000 Penalty: 4537.533203
	Iteration 73Q: 3 clusters Score -1057045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1057045.500000 Penalty: 4537.533203
	Iteration 74Q: 3 clusters Score -1057046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1057048.250000 Penalty: 4537.533203
	Iteration 75Q: 3 clusters Score -1057048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1057050.375000 Penalty: 4537.533203
	Iteration 76Q: 3 clusters Score -1057050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1057050.125000 Penalty: 4537.533203
	Iteration 77Q: 3 clusters Score -1057050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1057054.625000 Penalty: 4537.533203
	Iteration 78Q: 3 clusters Score -1057055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1057054.875000 Penalty: 4537.533203
	Iteration 79Q: 3 clusters Score -1057055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1057052.750000 Penalty: 4537.533203
	Iteration 80F: 3 clusters Score -1057053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1057055.625000 Penalty: 4537.533203
	Iteration 81Q: 3 clusters Score -1057056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1057057.000000 Penalty: 4537.533203
	Iteration 82Q: 3 clusters Score -1057057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1057058.500000 Penalty: 4537.533203
	Iteration 83Q: 3 clusters Score -1057058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1057057.500000 Penalty: 4537.533203
	Iteration 84Q: 3 clusters Score -1057058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1057058.000000 Penalty: 4537.533203
	Iteration 85Q: 3 clusters Score -1057058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1057058.000000 Penalty: 4537.533203
	Iteration 86F: 3 clusters Score -1057058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (212463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212463 members 
Entering Unmasked Estep 
Score: -24406728.000000 Penalty: 3042.097900
	Iteration 0F: 2 clusters Score -2.440673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 106161 members 
Entering Unmasked Estep 
Score: -24284068.000000 Penalty: 6084.195801
	Iteration 0F: 3 clusters Score -2.428407e+07 nChanged 102401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -24343440.000000 Penalty: 6084.195801
	Iteration 1F: 3 clusters Score -2.434344e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108493 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -24344148.000000 Penalty: 6084.195801
	Iteration 2Q: 3 clusters Score -2.434415e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -24344720.000000 Penalty: 6084.195801
	Iteration 3Q: 3 clusters Score -2.434472e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -24345510.000000 Penalty: 6084.195801
	Iteration 4Q: 3 clusters Score -2.434551e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114575 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -24346422.000000 Penalty: 6084.195801
	Iteration 5Q: 3 clusters Score -2.434642e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119069 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -24347828.000000 Penalty: 6084.195801
	Iteration 6Q: 3 clusters Score -2.434783e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 86401 members 
Entering Unmasked Estep 
Score: -24350564.000000 Penalty: 6084.195801
	Iteration 7Q: 3 clusters Score -2.435056e+07 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136593 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -24355892.000000 Penalty: 6084.195801
	Iteration 8F: 3 clusters Score -2.435589e+07 nChanged 15187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151658 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -24365776.000000 Penalty: 6084.195801
	Iteration 9F: 3 clusters Score -2.436578e+07 nChanged 19196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -24378604.000000 Penalty: 6084.195801
	Iteration 10F: 3 clusters Score -2.43786e+07 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189461 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -24389466.000000 Penalty: 6084.195801
	Iteration 11F: 3 clusters Score -2.438947e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202044 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -24396560.000000 Penalty: 6084.195801
	Iteration 12F: 3 clusters Score -2.439656e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208295 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -24400778.000000 Penalty: 6084.195801
	Iteration 13Q: 3 clusters Score -2.440078e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210730 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -24402656.000000 Penalty: 6084.195801
	Iteration 14Q: 3 clusters Score -2.440266e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211545 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -24403450.000000 Penalty: 6084.195801
	Iteration 15Q: 3 clusters Score -2.440345e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211828 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -24403836.000000 Penalty: 6084.195801
	Iteration 16Q: 3 clusters Score -2.440384e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211928 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -24403990.000000 Penalty: 6084.195801
	Iteration 17Q: 3 clusters Score -2.440399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211977 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -24404050.000000 Penalty: 6084.195801
	Iteration 18Q: 3 clusters Score -2.440405e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211997 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -24404060.000000 Penalty: 6084.195801
	Iteration 19Q: 3 clusters Score -2.440406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212016 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -24404086.000000 Penalty: 6084.195801
	Iteration 20F: 3 clusters Score -2.440409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212028 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -24404114.000000 Penalty: 6084.195801
	Iteration 21Q: 3 clusters Score -2.440411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212028 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -24404116.000000 Penalty: 6084.195801
	Iteration 22Q: 3 clusters Score -2.440412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212033 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -24404150.000000 Penalty: 6084.195801
	Iteration 23Q: 3 clusters Score -2.440415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212038 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -24404152.000000 Penalty: 6084.195801
	Iteration 24Q: 3 clusters Score -2.440415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212038 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -24404154.000000 Penalty: 6084.195801
	Iteration 25Q: 3 clusters Score -2.440415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212041 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24404150.000000 Penalty: 6084.195801
	Iteration 26Q: 3 clusters Score -2.440415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212044 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -24404166.000000 Penalty: 6084.195801
	Iteration 27Q: 3 clusters Score -2.440417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212045 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -24404180.000000 Penalty: 6084.195801
	Iteration 28Q: 3 clusters Score -2.440418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212047 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -24404178.000000 Penalty: 6084.195801
	Iteration 29Q: 3 clusters Score -2.440418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212047 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -24404192.000000 Penalty: 6084.195801
	Iteration 30Q: 3 clusters Score -2.440419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212046 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -24404186.000000 Penalty: 6084.195801
	Iteration 31Q: 3 clusters Score -2.440419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212046 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -24404186.000000 Penalty: 6084.195801
	Iteration 32F: 3 clusters Score -2.440419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Entering Unmasked Estep 
Score: -2716010.250000 Penalty: 2498.485352
	Iteration 0F: 2 clusters Score -2716010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2699627.000000 Penalty: 4996.970703
	Iteration 0F: 3 clusters Score -2699627 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2705216.750000 Penalty: 4996.970703
	Iteration 1F: 3 clusters Score -2705217 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2705720.000000 Penalty: 4996.970703
	Iteration 2F: 3 clusters Score -2705720 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2706338.500000 Penalty: 4996.970703
	Iteration 3F: 3 clusters Score -2706338 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2707118.500000 Penalty: 4996.970703
	Iteration 4F: 3 clusters Score -2707118 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2708229.750000 Penalty: 4996.970703
	Iteration 5F: 3 clusters Score -2708230 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2709612.750000 Penalty: 4996.970703
	Iteration 6F: 3 clusters Score -2709613 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2711117.250000 Penalty: 4996.970703
	Iteration 7F: 3 clusters Score -2711117 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2712458.750000 Penalty: 4996.970703
	Iteration 8F: 3 clusters Score -2712459 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2713565.250000 Penalty: 4996.970703
	Iteration 9Q: 3 clusters Score -2713565 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2714402.000000 Penalty: 4996.970703
	Iteration 10Q: 3 clusters Score -2714402 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2714858.500000 Penalty: 4996.970703
	Iteration 11Q: 3 clusters Score -2714858 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2715141.750000 Penalty: 4996.970703
	Iteration 12Q: 3 clusters Score -2715142 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2715286.000000 Penalty: 4996.970703
	Iteration 13Q: 3 clusters Score -2715286 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2715375.250000 Penalty: 4996.970703
	Iteration 14Q: 3 clusters Score -2715375 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2715463.750000 Penalty: 4996.970703
	Iteration 15Q: 3 clusters Score -2715464 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2715541.750000 Penalty: 4996.970703
	Iteration 16Q: 3 clusters Score -2715542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2715612.500000 Penalty: 4996.970703
	Iteration 17Q: 3 clusters Score -2715612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2715651.500000 Penalty: 4996.970703
	Iteration 18Q: 3 clusters Score -2715652 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2715668.250000 Penalty: 4996.970703
	Iteration 19Q: 3 clusters Score -2715668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2715682.250000 Penalty: 4996.970703
	Iteration 20F: 3 clusters Score -2715682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2715693.500000 Penalty: 4996.970703
	Iteration 21Q: 3 clusters Score -2715694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2715699.250000 Penalty: 4996.970703
	Iteration 22Q: 3 clusters Score -2715699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2715699.500000 Penalty: 4996.970703
	Iteration 23Q: 3 clusters Score -2715700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2715697.250000 Penalty: 4996.970703
	Iteration 24Q: 3 clusters Score -2715697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2715701.250000 Penalty: 4996.970703
	Iteration 25Q: 3 clusters Score -2715701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2715705.250000 Penalty: 4996.970703
	Iteration 26Q: 3 clusters Score -2715705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2715706.750000 Penalty: 4996.970703
	Iteration 27Q: 3 clusters Score -2715707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2715706.500000 Penalty: 4996.970703
	Iteration 28Q: 3 clusters Score -2715706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2715704.500000 Penalty: 4996.970703
	Iteration 29Q: 3 clusters Score -2715704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2715702.500000 Penalty: 4996.970703
	Iteration 30Q: 3 clusters Score -2715702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2715705.000000 Penalty: 4996.970703
	Iteration 31Q: 3 clusters Score -2715705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2715705.000000 Penalty: 4996.970703
	Iteration 32F: 3 clusters Score -2715705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Entering Unmasked Estep 
Score: -4361651.000000 Penalty: 2636.401123
	Iteration 0F: 2 clusters Score -4361651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4333668.500000 Penalty: 5272.802246
	Iteration 0F: 3 clusters Score -4333668 nChanged 18966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -4345273.500000 Penalty: 5272.802246
	Iteration 1F: 3 clusters Score -4345274 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4347341.500000 Penalty: 5272.802246
	Iteration 2F: 3 clusters Score -4347342 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -4349944.500000 Penalty: 5272.802246
	Iteration 3F: 3 clusters Score -4349944 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4352590.000000 Penalty: 5272.802246
	Iteration 4F: 3 clusters Score -4352590 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4354851.500000 Penalty: 5272.802246
	Iteration 5F: 3 clusters Score -4354852 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4356500.000000 Penalty: 5272.802246
	Iteration 6F: 3 clusters Score -4356500 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4357581.000000 Penalty: 5272.802246
	Iteration 7Q: 3 clusters Score -4357581 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -4358389.500000 Penalty: 5272.802246
	Iteration 8Q: 3 clusters Score -4358390 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4359028.000000 Penalty: 5272.802246
	Iteration 9Q: 3 clusters Score -4359028 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4359568.000000 Penalty: 5272.802246
	Iteration 10Q: 3 clusters Score -4359568 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -4360010.500000 Penalty: 5272.802246
	Iteration 11Q: 3 clusters Score -4360010 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -4360360.500000 Penalty: 5272.802246
	Iteration 12Q: 3 clusters Score -4360360 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -4360709.000000 Penalty: 5272.802246
	Iteration 13Q: 3 clusters Score -4360709 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4360984.000000 Penalty: 5272.802246
	Iteration 14Q: 3 clusters Score -4360984 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4361298.000000 Penalty: 5272.802246
	Iteration 15Q: 3 clusters Score -4361298 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4361539.500000 Penalty: 5272.802246
	Iteration 16Q: 3 clusters Score -4361540 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4361678.500000 Penalty: 5272.802246
	Iteration 17Q: 3 clusters Score -4361678 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4361782.500000 Penalty: 5272.802246
	Iteration 18Q: 3 clusters Score -4361782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4361816.500000 Penalty: 5272.802246
	Iteration 19Q: 3 clusters Score -4361816 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4361869.000000 Penalty: 5272.802246
	Iteration 20F: 3 clusters Score -4361869 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4361911.500000 Penalty: 5272.802246
	Iteration 21Q: 3 clusters Score -4361912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4361951.500000 Penalty: 5272.802246
	Iteration 22Q: 3 clusters Score -4361952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4361979.500000 Penalty: 5272.802246
	Iteration 23Q: 3 clusters Score -4361980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4361999.000000 Penalty: 5272.802246
	Iteration 24Q: 3 clusters Score -4361999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4362019.000000 Penalty: 5272.802246
	Iteration 25Q: 3 clusters Score -4362019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4362033.500000 Penalty: 5272.802246
	Iteration 26Q: 3 clusters Score -4362034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4362032.000000 Penalty: 5272.802246
	Iteration 27Q: 3 clusters Score -4362032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4362035.500000 Penalty: 5272.802246
	Iteration 28Q: 3 clusters Score -4362036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4362044.500000 Penalty: 5272.802246
	Iteration 29Q: 3 clusters Score -4362044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4362056.500000 Penalty: 5272.802246
	Iteration 30Q: 3 clusters Score -4362056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4362052.500000 Penalty: 5272.802246
	Iteration 31Q: 3 clusters Score -4362052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4362054.500000 Penalty: 5272.802246
	Iteration 32Q: 3 clusters Score -4362054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4362056.500000 Penalty: 5272.802246
	Iteration 33Q: 3 clusters Score -4362056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4362058.000000 Penalty: 5272.802246
	Iteration 34Q: 3 clusters Score -4362058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4362055.500000 Penalty: 5272.802246
	Iteration 35Q: 3 clusters Score -4362056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4362051.500000 Penalty: 5272.802246
	Iteration 36Q: 3 clusters Score -4362052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4362050.000000 Penalty: 5272.802246
	Iteration 37Q: 3 clusters Score -4362050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4362052.000000 Penalty: 5272.802246
	Iteration 38Q: 3 clusters Score -4362052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4362052.000000 Penalty: 5272.802246
	Iteration 39Q: 3 clusters Score -4362052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4362049.000000 Penalty: 5272.802246
	Iteration 40F: 3 clusters Score -4362049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4362045.500000 Penalty: 5272.802246
	Iteration 41Q: 3 clusters Score -4362046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4362049.000000 Penalty: 5272.802246
	Iteration 42Q: 3 clusters Score -4362049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4362049.000000 Penalty: 5272.802246
	Iteration 43F: 3 clusters Score -4362049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27701 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108492 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212463 members 
Mstep: Class 16 contains 23731 members 
Mstep: Class 17 contains 38173 members 
Mstep: Class 18 contains 37868 members 
Mstep: Class 19 contains 128226 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 11564 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 14875 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3302 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2970 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53176 members 
Mstep: Class 45 contains 16572 members 
Mstep: Class 46 contains 40583 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 12945 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24624 members 
Mstep: Class 54 contains 7631 members 
Mstep: Class 55 contains 22505 members 
Mstep: Class 56 contains 15307 members 
Mstep: Class 57 contains 1233 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4812 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27929 members 
Mstep: Class 66 contains 3211 members 
Entering Unmasked Estep 
Score: -139296832.000000 Penalty: 230321.296875
Splitting cluster 17 changes total score from -139297344.000000 to -139296832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (37868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Entering Unmasked Estep 
Score: -4267729.500000 Penalty: 2614.381592
	Iteration 0F: 2 clusters Score -4267730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4242002.500000 Penalty: 5228.763184
	Iteration 0F: 3 clusters Score -4242002 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4251467.000000 Penalty: 5228.763184
	Iteration 1F: 3 clusters Score -4251467 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4252246.000000 Penalty: 5228.763184
	Iteration 2F: 3 clusters Score -4252246 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4253322.000000 Penalty: 5228.763184
	Iteration 3F: 3 clusters Score -4253322 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4254745.500000 Penalty: 5228.763184
	Iteration 4F: 3 clusters Score -4254746 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4256618.500000 Penalty: 5228.763184
	Iteration 5F: 3 clusters Score -4256618 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4258750.000000 Penalty: 5228.763184
	Iteration 6F: 3 clusters Score -4258750 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -4260726.000000 Penalty: 5228.763184
	Iteration 7F: 3 clusters Score -4260726 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -4262219.000000 Penalty: 5228.763184
	Iteration 8F: 3 clusters Score -4262219 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4263275.000000 Penalty: 5228.763184
	Iteration 9Q: 3 clusters Score -4263275 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4263976.000000 Penalty: 5228.763184
	Iteration 10Q: 3 clusters Score -4263976 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4264541.500000 Penalty: 5228.763184
	Iteration 11Q: 3 clusters Score -4264542 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4265008.000000 Penalty: 5228.763184
	Iteration 12Q: 3 clusters Score -4265008 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4265371.500000 Penalty: 5228.763184
	Iteration 13Q: 3 clusters Score -4265372 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4265679.000000 Penalty: 5228.763184
	Iteration 14Q: 3 clusters Score -4265679 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4266015.000000 Penalty: 5228.763184
	Iteration 15Q: 3 clusters Score -4266015 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4266331.500000 Penalty: 5228.763184
	Iteration 16Q: 3 clusters Score -4266332 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4266588.000000 Penalty: 5228.763184
	Iteration 17Q: 3 clusters Score -4266588 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4266756.500000 Penalty: 5228.763184
	Iteration 18Q: 3 clusters Score -4266756 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4266832.500000 Penalty: 5228.763184
	Iteration 19Q: 3 clusters Score -4266832 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4266878.500000 Penalty: 5228.763184
	Iteration 20F: 3 clusters Score -4266878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4266920.000000 Penalty: 5228.763184
	Iteration 21Q: 3 clusters Score -4266920 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4266957.500000 Penalty: 5228.763184
	Iteration 22Q: 3 clusters Score -4266958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4267000.500000 Penalty: 5228.763184
	Iteration 23Q: 3 clusters Score -4267000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4267041.000000 Penalty: 5228.763184
	Iteration 24Q: 3 clusters Score -4267041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4267079.000000 Penalty: 5228.763184
	Iteration 25Q: 3 clusters Score -4267079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4267108.500000 Penalty: 5228.763184
	Iteration 26Q: 3 clusters Score -4267108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4267125.000000 Penalty: 5228.763184
	Iteration 27Q: 3 clusters Score -4267125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4267145.000000 Penalty: 5228.763184
	Iteration 28Q: 3 clusters Score -4267145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4267155.000000 Penalty: 5228.763184
	Iteration 29Q: 3 clusters Score -4267155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4267165.000000 Penalty: 5228.763184
	Iteration 30Q: 3 clusters Score -4267165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4267166.000000 Penalty: 5228.763184
	Iteration 31Q: 3 clusters Score -4267166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4267174.500000 Penalty: 5228.763184
	Iteration 32Q: 3 clusters Score -4267174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4267177.500000 Penalty: 5228.763184
	Iteration 33Q: 3 clusters Score -4267178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4267180.000000 Penalty: 5228.763184
	Iteration 34Q: 3 clusters Score -4267180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4267184.500000 Penalty: 5228.763184
	Iteration 35Q: 3 clusters Score -4267184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4267182.500000 Penalty: 5228.763184
	Iteration 36Q: 3 clusters Score -4267182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4267186.500000 Penalty: 5228.763184
	Iteration 37Q: 3 clusters Score -4267186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4267185.500000 Penalty: 5228.763184
	Iteration 38Q: 3 clusters Score -4267186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4267186.000000 Penalty: 5228.763184
	Iteration 39Q: 3 clusters Score -4267186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4267186.000000 Penalty: 5228.763184
	Iteration 40F: 3 clusters Score -4267186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4267191.000000 Penalty: 5228.763184
	Iteration 41Q: 3 clusters Score -4267191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4267194.500000 Penalty: 5228.763184
	Iteration 42Q: 3 clusters Score -4267194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4267196.000000 Penalty: 5228.763184
	Iteration 43Q: 3 clusters Score -4267196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4267198.000000 Penalty: 5228.763184
	Iteration 44Q: 3 clusters Score -4267198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4267198.000000 Penalty: 5228.763184
	Iteration 45Q: 3 clusters Score -4267198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4267201.500000 Penalty: 5228.763184
	Iteration 46Q: 3 clusters Score -4267202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4267200.000000 Penalty: 5228.763184
	Iteration 47Q: 3 clusters Score -4267200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4267203.500000 Penalty: 5228.763184
	Iteration 48Q: 3 clusters Score -4267204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4267205.000000 Penalty: 5228.763184
	Iteration 49Q: 3 clusters Score -4267205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4267204.500000 Penalty: 5228.763184
	Iteration 50Q: 3 clusters Score -4267204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4267204.500000 Penalty: 5228.763184
	Iteration 51F: 3 clusters Score -4267204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128226 members 
Entering Unmasked Estep 
Score: -14447389.000000 Penalty: 2916.864502
	Iteration 0F: 2 clusters Score -1.444739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -14361178.000000 Penalty: 5833.729004
	Iteration 0F: 3 clusters Score -1.436118e+07 nChanged 61167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -14396299.000000 Penalty: 5833.729004
	Iteration 1F: 3 clusters Score -1.43963e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -14397304.000000 Penalty: 5833.729004
	Iteration 2Q: 3 clusters Score -1.43973e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -14398394.000000 Penalty: 5833.729004
	Iteration 3Q: 3 clusters Score -1.439839e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -14399778.000000 Penalty: 5833.729004
	Iteration 4Q: 3 clusters Score -1.439978e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -14401698.000000 Penalty: 5833.729004
	Iteration 5Q: 3 clusters Score -1.44017e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 72265 members 
Entering Unmasked Estep 
Score: -14403814.000000 Penalty: 5833.729004
	Iteration 6Q: 3 clusters Score -1.440381e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -14406639.000000 Penalty: 5833.729004
	Iteration 7Q: 3 clusters Score -1.440664e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -14410048.000000 Penalty: 5833.729004
	Iteration 8F: 3 clusters Score -1.441005e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -14414194.000000 Penalty: 5833.729004
	Iteration 9F: 3 clusters Score -1.441419e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -14419000.000000 Penalty: 5833.729004
	Iteration 10F: 3 clusters Score -1.4419e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -14423853.000000 Penalty: 5833.729004
	Iteration 11F: 3 clusters Score -1.442385e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -14428604.000000 Penalty: 5833.729004
	Iteration 12Q: 3 clusters Score -1.44286e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -14432627.000000 Penalty: 5833.729004
	Iteration 13Q: 3 clusters Score -1.443263e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 115446 members 
Entering Unmasked Estep 
Score: -14435992.000000 Penalty: 5833.729004
	Iteration 14Q: 3 clusters Score -1.443599e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 118987 members 
Entering Unmasked Estep 
Score: -14438744.000000 Penalty: 5833.729004
	Iteration 15Q: 3 clusters Score -1.443874e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 121571 members 
Entering Unmasked Estep 
Score: -14440722.000000 Penalty: 5833.729004
	Iteration 16Q: 3 clusters Score -1.444072e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 123377 members 
Entering Unmasked Estep 
Score: -14442058.000000 Penalty: 5833.729004
	Iteration 17Q: 3 clusters Score -1.444206e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -14442992.000000 Penalty: 5833.729004
	Iteration 18Q: 3 clusters Score -1.444299e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 125547 members 
Entering Unmasked Estep 
Score: -14443654.000000 Penalty: 5833.729004
	Iteration 19Q: 3 clusters Score -1.444365e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 126148 members 
Entering Unmasked Estep 
Score: -14444043.000000 Penalty: 5833.729004
	Iteration 20F: 3 clusters Score -1.444404e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 126532 members 
Entering Unmasked Estep 
Score: -14444268.000000 Penalty: 5833.729004
	Iteration 21Q: 3 clusters Score -1.444427e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 126817 members 
Entering Unmasked Estep 
Score: -14444478.000000 Penalty: 5833.729004
	Iteration 22Q: 3 clusters Score -1.444448e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 127006 members 
Entering Unmasked Estep 
Score: -14444596.000000 Penalty: 5833.729004
	Iteration 23Q: 3 clusters Score -1.44446e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 127135 members 
Entering Unmasked Estep 
Score: -14444663.000000 Penalty: 5833.729004
	Iteration 24Q: 3 clusters Score -1.444466e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 127207 members 
Entering Unmasked Estep 
Score: -14444730.000000 Penalty: 5833.729004
	Iteration 25Q: 3 clusters Score -1.444473e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 127278 members 
Entering Unmasked Estep 
Score: -14444770.000000 Penalty: 5833.729004
	Iteration 26Q: 3 clusters Score -1.444477e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 127314 members 
Entering Unmasked Estep 
Score: -14444800.000000 Penalty: 5833.729004
	Iteration 27Q: 3 clusters Score -1.44448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 127345 members 
Entering Unmasked Estep 
Score: -14444822.000000 Penalty: 5833.729004
	Iteration 28Q: 3 clusters Score -1.444482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -14444822.000000 Penalty: 5833.729004
	Iteration 29Q: 3 clusters Score -1.444482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 127389 members 
Entering Unmasked Estep 
Score: -14444850.000000 Penalty: 5833.729004
	Iteration 30Q: 3 clusters Score -1.444485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 127405 members 
Entering Unmasked Estep 
Score: -14444867.000000 Penalty: 5833.729004
	Iteration 31Q: 3 clusters Score -1.444487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -14444874.000000 Penalty: 5833.729004
	Iteration 32Q: 3 clusters Score -1.444487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 127437 members 
Entering Unmasked Estep 
Score: -14444873.000000 Penalty: 5833.729004
	Iteration 33Q: 3 clusters Score -1.444487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 127450 members 
Entering Unmasked Estep 
Score: -14444890.000000 Penalty: 5833.729004
	Iteration 34Q: 3 clusters Score -1.444489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -14444902.000000 Penalty: 5833.729004
	Iteration 35Q: 3 clusters Score -1.44449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -14444899.000000 Penalty: 5833.729004
	Iteration 36Q: 3 clusters Score -1.44449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 127480 members 
Entering Unmasked Estep 
Score: -14444902.000000 Penalty: 5833.729004
	Iteration 37Q: 3 clusters Score -1.44449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 127484 members 
Entering Unmasked Estep 
Score: -14444899.000000 Penalty: 5833.729004
	Iteration 38Q: 3 clusters Score -1.44449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 127492 members 
Entering Unmasked Estep 
Score: -14444904.000000 Penalty: 5833.729004
	Iteration 39Q: 3 clusters Score -1.44449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 127499 members 
Entering Unmasked Estep 
Score: -14444907.000000 Penalty: 5833.729004
	Iteration 40F: 3 clusters Score -1.444491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -14444903.000000 Penalty: 5833.729004
	Iteration 41Q: 3 clusters Score -1.44449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 127505 members 
Entering Unmasked Estep 
Score: -14444900.000000 Penalty: 5833.729004
	Iteration 42Q: 3 clusters Score -1.44449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -14444911.000000 Penalty: 5833.729004
	Iteration 43Q: 3 clusters Score -1.444491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 127519 members 
Entering Unmasked Estep 
Score: -14444919.000000 Penalty: 5833.729004
	Iteration 44Q: 3 clusters Score -1.444492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -14444924.000000 Penalty: 5833.729004
	Iteration 45Q: 3 clusters Score -1.444492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 127528 members 
Entering Unmasked Estep 
Score: -14444923.000000 Penalty: 5833.729004
	Iteration 46Q: 3 clusters Score -1.444492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 127533 members 
Entering Unmasked Estep 
Score: -14444921.000000 Penalty: 5833.729004
	Iteration 47Q: 3 clusters Score -1.444492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 127536 members 
Entering Unmasked Estep 
Score: -14444936.000000 Penalty: 5833.729004
	Iteration 48Q: 3 clusters Score -1.444494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 127539 members 
Entering Unmasked Estep 
Score: -14444924.000000 Penalty: 5833.729004
	Iteration 49Q: 3 clusters Score -1.444492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 127545 members 
Entering Unmasked Estep 
Score: -14444939.000000 Penalty: 5833.729004
	Iteration 50Q: 3 clusters Score -1.444494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 127551 members 
Entering Unmasked Estep 
Score: -14444941.000000 Penalty: 5833.729004
	Iteration 51Q: 3 clusters Score -1.444494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -14444951.000000 Penalty: 5833.729004
	Iteration 52Q: 3 clusters Score -1.444495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 127560 members 
Entering Unmasked Estep 
Score: -14444946.000000 Penalty: 5833.729004
	Iteration 53Q: 3 clusters Score -1.444495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 127563 members 
Entering Unmasked Estep 
Score: -14444946.000000 Penalty: 5833.729004
	Iteration 54Q: 3 clusters Score -1.444495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 127566 members 
Entering Unmasked Estep 
Score: -14444950.000000 Penalty: 5833.729004
	Iteration 55Q: 3 clusters Score -1.444495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 127569 members 
Entering Unmasked Estep 
Score: -14444951.000000 Penalty: 5833.729004
	Iteration 56Q: 3 clusters Score -1.444495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 127570 members 
Entering Unmasked Estep 
Score: -14444952.000000 Penalty: 5833.729004
	Iteration 57Q: 3 clusters Score -1.444495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 127571 members 
Entering Unmasked Estep 
Score: -14444951.000000 Penalty: 5833.729004
	Iteration 58Q: 3 clusters Score -1.444495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 127571 members 
Entering Unmasked Estep 
Score: -14444951.000000 Penalty: 5833.729004
	Iteration 59F: 3 clusters Score -1.444495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Entering Unmasked Estep 
Score: -2272084.000000 Penalty: 2474.703125
	Iteration 0F: 2 clusters Score -2272084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2256998.500000 Penalty: 4949.406250
	Iteration 0F: 3 clusters Score -2256998 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2262077.250000 Penalty: 4949.406250
	Iteration 1F: 3 clusters Score -2262077 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2262599.250000 Penalty: 4949.406250
	Iteration 2F: 3 clusters Score -2262599 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2263100.500000 Penalty: 4949.406250
	Iteration 3F: 3 clusters Score -2263100 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2263587.500000 Penalty: 4949.406250
	Iteration 4Q: 3 clusters Score -2263588 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2264159.750000 Penalty: 4949.406250
	Iteration 5Q: 3 clusters Score -2264160 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2264833.750000 Penalty: 4949.406250
	Iteration 6F: 3 clusters Score -2264834 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2265630.000000 Penalty: 4949.406250
	Iteration 7F: 3 clusters Score -2265630 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2266563.000000 Penalty: 4949.406250
	Iteration 8F: 3 clusters Score -2266563 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2267590.250000 Penalty: 4949.406250
	Iteration 9F: 3 clusters Score -2267590 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2268565.500000 Penalty: 4949.406250
	Iteration 10F: 3 clusters Score -2268566 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2269386.000000 Penalty: 4949.406250
	Iteration 11Q: 3 clusters Score -2269386 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2269903.250000 Penalty: 4949.406250
	Iteration 12Q: 3 clusters Score -2269903 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2270251.500000 Penalty: 4949.406250
	Iteration 13Q: 3 clusters Score -2270252 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2270447.500000 Penalty: 4949.406250
	Iteration 14Q: 3 clusters Score -2270448 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2270573.500000 Penalty: 4949.406250
	Iteration 15Q: 3 clusters Score -2270574 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2270669.000000 Penalty: 4949.406250
	Iteration 16Q: 3 clusters Score -2270669 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2270722.250000 Penalty: 4949.406250
	Iteration 17Q: 3 clusters Score -2270722 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2270765.250000 Penalty: 4949.406250
	Iteration 18Q: 3 clusters Score -2270765 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2270799.000000 Penalty: 4949.406250
	Iteration 19Q: 3 clusters Score -2270799 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2270810.500000 Penalty: 4949.406250
	Iteration 20F: 3 clusters Score -2270810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2270823.500000 Penalty: 4949.406250
	Iteration 21Q: 3 clusters Score -2270824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2270833.000000 Penalty: 4949.406250
	Iteration 22Q: 3 clusters Score -2270833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2270844.500000 Penalty: 4949.406250
	Iteration 23Q: 3 clusters Score -2270844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2270852.500000 Penalty: 4949.406250
	Iteration 24Q: 3 clusters Score -2270852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2270856.250000 Penalty: 4949.406250
	Iteration 25Q: 3 clusters Score -2270856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2270865.750000 Penalty: 4949.406250
	Iteration 26Q: 3 clusters Score -2270866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2270863.250000 Penalty: 4949.406250
	Iteration 27Q: 3 clusters Score -2270863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2270866.750000 Penalty: 4949.406250
	Iteration 28Q: 3 clusters Score -2270867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2270868.250000 Penalty: 4949.406250
	Iteration 29Q: 3 clusters Score -2270868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2270868.250000 Penalty: 4949.406250
	Iteration 30Q: 3 clusters Score -2270868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2270866.500000 Penalty: 4949.406250
	Iteration 31Q: 3 clusters Score -2270866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2270869.750000 Penalty: 4949.406250
	Iteration 32Q: 3 clusters Score -2270870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2270871.750000 Penalty: 4949.406250
	Iteration 33Q: 3 clusters Score -2270872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2270874.000000 Penalty: 4949.406250
	Iteration 34Q: 3 clusters Score -2270874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2270874.500000 Penalty: 4949.406250
	Iteration 35Q: 3 clusters Score -2270874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2270871.750000 Penalty: 4949.406250
	Iteration 36Q: 3 clusters Score -2270872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2270865.000000 Penalty: 4949.406250
	Iteration 37Q: 3 clusters Score -2270865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2270867.750000 Penalty: 4949.406250
	Iteration 38Q: 3 clusters Score -2270868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2270870.000000 Penalty: 4949.406250
	Iteration 39Q: 3 clusters Score -2270870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2270868.750000 Penalty: 4949.406250
	Iteration 40F: 3 clusters Score -2270869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2270868.500000 Penalty: 4949.406250
	Iteration 41Q: 3 clusters Score -2270868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2270869.750000 Penalty: 4949.406250
	Iteration 42Q: 3 clusters Score -2270870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2270872.500000 Penalty: 4949.406250
	Iteration 43Q: 3 clusters Score -2270872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2270872.500000 Penalty: 4949.406250
	Iteration 44Q: 3 clusters Score -2270872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2270871.750000 Penalty: 4949.406250
	Iteration 45Q: 3 clusters Score -2270872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2270873.000000 Penalty: 4949.406250
	Iteration 46Q: 3 clusters Score -2270873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2270873.000000 Penalty: 4949.406250
	Iteration 47F: 3 clusters Score -2270873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Entering Unmasked Estep 
Score: -2394632.000000 Penalty: 2464.380859
	Iteration 0F: 2 clusters Score -2394632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2380113.500000 Penalty: 4928.761719
	Iteration 0F: 3 clusters Score -2380114 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2384970.000000 Penalty: 4928.761719
	Iteration 1F: 3 clusters Score -2384970 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2385433.250000 Penalty: 4928.761719
	Iteration 2F: 3 clusters Score -2385433 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2385777.750000 Penalty: 4928.761719
	Iteration 3Q: 3 clusters Score -2385778 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2386152.750000 Penalty: 4928.761719
	Iteration 4Q: 3 clusters Score -2386153 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2386678.750000 Penalty: 4928.761719
	Iteration 5Q: 3 clusters Score -2386679 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2387377.000000 Penalty: 4928.761719
	Iteration 6F: 3 clusters Score -2387377 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2388404.500000 Penalty: 4928.761719
	Iteration 7F: 3 clusters Score -2388404 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2389610.500000 Penalty: 4928.761719
	Iteration 8F: 3 clusters Score -2389610 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2390760.750000 Penalty: 4928.761719
	Iteration 9F: 3 clusters Score -2390761 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2391580.500000 Penalty: 4928.761719
	Iteration 10Q: 3 clusters Score -2391580 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2392026.000000 Penalty: 4928.761719
	Iteration 11Q: 3 clusters Score -2392026 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2392256.000000 Penalty: 4928.761719
	Iteration 12Q: 3 clusters Score -2392256 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2392402.750000 Penalty: 4928.761719
	Iteration 13Q: 3 clusters Score -2392403 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2392492.000000 Penalty: 4928.761719
	Iteration 14Q: 3 clusters Score -2392492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2392555.250000 Penalty: 4928.761719
	Iteration 15Q: 3 clusters Score -2392555 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2392610.750000 Penalty: 4928.761719
	Iteration 16Q: 3 clusters Score -2392611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2392637.250000 Penalty: 4928.761719
	Iteration 17Q: 3 clusters Score -2392637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2392647.500000 Penalty: 4928.761719
	Iteration 18Q: 3 clusters Score -2392648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2392657.500000 Penalty: 4928.761719
	Iteration 19Q: 3 clusters Score -2392658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2392659.250000 Penalty: 4928.761719
	Iteration 20F: 3 clusters Score -2392659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2392662.250000 Penalty: 4928.761719
	Iteration 21Q: 3 clusters Score -2392662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2392667.250000 Penalty: 4928.761719
	Iteration 22Q: 3 clusters Score -2392667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2392667.750000 Penalty: 4928.761719
	Iteration 23Q: 3 clusters Score -2392668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2392667.750000 Penalty: 4928.761719
	Iteration 24F: 3 clusters Score -2392668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Entering Unmasked Estep 
Score: -1078064.250000 Penalty: 2297.418945
	Iteration 0F: 2 clusters Score -1078064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1070000.500000 Penalty: 4594.837891
	Iteration 0F: 3 clusters Score -1070000 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1072572.750000 Penalty: 4594.837891
	Iteration 1F: 3 clusters Score -1072573 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1073116.375000 Penalty: 4594.837891
	Iteration 2F: 3 clusters Score -1073116 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1073654.375000 Penalty: 4594.837891
	Iteration 3F: 3 clusters Score -1073654 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1074204.625000 Penalty: 4594.837891
	Iteration 4F: 3 clusters Score -1074205 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1074734.000000 Penalty: 4594.837891
	Iteration 5F: 3 clusters Score -1074734 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1075237.625000 Penalty: 4594.837891
	Iteration 6F: 3 clusters Score -1075238 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1075633.625000 Penalty: 4594.837891
	Iteration 7Q: 3 clusters Score -1075634 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1075973.250000 Penalty: 4594.837891
	Iteration 8Q: 3 clusters Score -1075973 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1076182.125000 Penalty: 4594.837891
	Iteration 9Q: 3 clusters Score -1076182 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1076344.000000 Penalty: 4594.837891
	Iteration 10Q: 3 clusters Score -1076344 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1076455.875000 Penalty: 4594.837891
	Iteration 11Q: 3 clusters Score -1076456 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1076542.250000 Penalty: 4594.837891
	Iteration 12Q: 3 clusters Score -1076542 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1076602.625000 Penalty: 4594.837891
	Iteration 13Q: 3 clusters Score -1076603 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1076638.875000 Penalty: 4594.837891
	Iteration 14Q: 3 clusters Score -1076639 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1076663.500000 Penalty: 4594.837891
	Iteration 15Q: 3 clusters Score -1076664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1076688.500000 Penalty: 4594.837891
	Iteration 16Q: 3 clusters Score -1076688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1076697.250000 Penalty: 4594.837891
	Iteration 17Q: 3 clusters Score -1076697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1076709.625000 Penalty: 4594.837891
	Iteration 18Q: 3 clusters Score -1076710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1076720.375000 Penalty: 4594.837891
	Iteration 19Q: 3 clusters Score -1076720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1076729.625000 Penalty: 4594.837891
	Iteration 20F: 3 clusters Score -1076730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1076743.000000 Penalty: 4594.837891
	Iteration 21Q: 3 clusters Score -1076743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1076756.250000 Penalty: 4594.837891
	Iteration 22Q: 3 clusters Score -1076756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1076773.750000 Penalty: 4594.837891
	Iteration 23Q: 3 clusters Score -1076774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1076786.875000 Penalty: 4594.837891
	Iteration 24Q: 3 clusters Score -1076787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1076798.125000 Penalty: 4594.837891
	Iteration 25Q: 3 clusters Score -1076798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1076812.000000 Penalty: 4594.837891
	Iteration 26Q: 3 clusters Score -1076812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1076830.125000 Penalty: 4594.837891
	Iteration 27Q: 3 clusters Score -1076830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1076846.375000 Penalty: 4594.837891
	Iteration 28Q: 3 clusters Score -1076846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1076862.000000 Penalty: 4594.837891
	Iteration 29Q: 3 clusters Score -1076862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1076875.750000 Penalty: 4594.837891
	Iteration 30Q: 3 clusters Score -1076876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1076890.875000 Penalty: 4594.837891
	Iteration 31Q: 3 clusters Score -1076891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1076895.125000 Penalty: 4594.837891
	Iteration 32Q: 3 clusters Score -1076895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1076907.125000 Penalty: 4594.837891
	Iteration 33Q: 3 clusters Score -1076907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1076917.875000 Penalty: 4594.837891
	Iteration 34Q: 3 clusters Score -1076918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1076931.500000 Penalty: 4594.837891
	Iteration 35Q: 3 clusters Score -1076932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1076941.625000 Penalty: 4594.837891
	Iteration 36Q: 3 clusters Score -1076942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1076952.375000 Penalty: 4594.837891
	Iteration 37Q: 3 clusters Score -1076952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1076964.125000 Penalty: 4594.837891
	Iteration 38Q: 3 clusters Score -1076964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1076971.875000 Penalty: 4594.837891
	Iteration 39Q: 3 clusters Score -1076972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1076980.375000 Penalty: 4594.837891
	Iteration 40F: 3 clusters Score -1076980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1076993.250000 Penalty: 4594.837891
	Iteration 41Q: 3 clusters Score -1076993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1077004.250000 Penalty: 4594.837891
	Iteration 42Q: 3 clusters Score -1077004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1077018.125000 Penalty: 4594.837891
	Iteration 43Q: 3 clusters Score -1077018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1077024.375000 Penalty: 4594.837891
	Iteration 44Q: 3 clusters Score -1077024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1077038.625000 Penalty: 4594.837891
	Iteration 45Q: 3 clusters Score -1077039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1077040.250000 Penalty: 4594.837891
	Iteration 46Q: 3 clusters Score -1077040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1077043.250000 Penalty: 4594.837891
	Iteration 47Q: 3 clusters Score -1077043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1077047.625000 Penalty: 4594.837891
	Iteration 48Q: 3 clusters Score -1077048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1077052.375000 Penalty: 4594.837891
	Iteration 49Q: 3 clusters Score -1077052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1077056.250000 Penalty: 4594.837891
	Iteration 50Q: 3 clusters Score -1077056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1077058.750000 Penalty: 4594.837891
	Iteration 51Q: 3 clusters Score -1077059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1077065.125000 Penalty: 4594.837891
	Iteration 52Q: 3 clusters Score -1077065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1077068.500000 Penalty: 4594.837891
	Iteration 53Q: 3 clusters Score -1077068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1077077.000000 Penalty: 4594.837891
	Iteration 54Q: 3 clusters Score -1077077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1077079.125000 Penalty: 4594.837891
	Iteration 55Q: 3 clusters Score -1077079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1077085.375000 Penalty: 4594.837891
	Iteration 56Q: 3 clusters Score -1077085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1077090.000000 Penalty: 4594.837891
	Iteration 57Q: 3 clusters Score -1077090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1077094.625000 Penalty: 4594.837891
	Iteration 58Q: 3 clusters Score -1077095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1077096.875000 Penalty: 4594.837891
	Iteration 59Q: 3 clusters Score -1077097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1077098.625000 Penalty: 4594.837891
	Iteration 60F: 3 clusters Score -1077099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1077100.375000 Penalty: 4594.837891
	Iteration 61Q: 3 clusters Score -1077100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1077106.125000 Penalty: 4594.837891
	Iteration 62Q: 3 clusters Score -1077106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1077105.250000 Penalty: 4594.837891
	Iteration 63Q: 3 clusters Score -1077105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1077106.500000 Penalty: 4594.837891
	Iteration 64Q: 3 clusters Score -1077106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1077105.500000 Penalty: 4594.837891
	Iteration 65Q: 3 clusters Score -1077106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1077110.250000 Penalty: 4594.837891
	Iteration 66Q: 3 clusters Score -1077110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1077109.875000 Penalty: 4594.837891
	Iteration 67Q: 3 clusters Score -1077110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1077112.875000 Penalty: 4594.837891
	Iteration 68Q: 3 clusters Score -1077113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1077113.625000 Penalty: 4594.837891
	Iteration 69Q: 3 clusters Score -1077114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1077117.250000 Penalty: 4594.837891
	Iteration 70Q: 3 clusters Score -1077117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1077124.500000 Penalty: 4594.837891
	Iteration 71Q: 3 clusters Score -1077124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1077134.625000 Penalty: 4594.837891
	Iteration 72Q: 3 clusters Score -1077135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1077140.000000 Penalty: 4594.837891
	Iteration 73Q: 3 clusters Score -1077140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1077143.375000 Penalty: 4594.837891
	Iteration 74Q: 3 clusters Score -1077143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1077146.000000 Penalty: 4594.837891
	Iteration 75Q: 3 clusters Score -1077146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1077153.000000 Penalty: 4594.837891
	Iteration 76Q: 3 clusters Score -1077153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1077157.875000 Penalty: 4594.837891
	Iteration 77Q: 3 clusters Score -1077158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1077161.625000 Penalty: 4594.837891
	Iteration 78Q: 3 clusters Score -1077162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1077173.375000 Penalty: 4594.837891
	Iteration 79Q: 3 clusters Score -1077173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1077178.875000 Penalty: 4594.837891
	Iteration 80F: 3 clusters Score -1077179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1077188.375000 Penalty: 4594.837891
	Iteration 81Q: 3 clusters Score -1077188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1077200.625000 Penalty: 4594.837891
	Iteration 82Q: 3 clusters Score -1077201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1077214.500000 Penalty: 4594.837891
	Iteration 83Q: 3 clusters Score -1077214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1077226.500000 Penalty: 4594.837891
	Iteration 84Q: 3 clusters Score -1077226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1077246.500000 Penalty: 4594.837891
	Iteration 85Q: 3 clusters Score -1077246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1077261.750000 Penalty: 4594.837891
	Iteration 86Q: 3 clusters Score -1077262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1077290.375000 Penalty: 4594.837891
	Iteration 87Q: 3 clusters Score -1077290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1077334.875000 Penalty: 4594.837891
	Iteration 88Q: 3 clusters Score -1077335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1077385.750000 Penalty: 4594.837891
	Iteration 89Q: 3 clusters Score -1077386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1077423.625000 Penalty: 4594.837891
	Iteration 90Q: 3 clusters Score -1077424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1077446.625000 Penalty: 4594.837891
	Iteration 91Q: 3 clusters Score -1077447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1077466.125000 Penalty: 4594.837891
	Iteration 92Q: 3 clusters Score -1077466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1077493.250000 Penalty: 4594.837891
	Iteration 93Q: 3 clusters Score -1077493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1077510.125000 Penalty: 4594.837891
	Iteration 94Q: 3 clusters Score -1077510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1077525.625000 Penalty: 4594.837891
	Iteration 95Q: 3 clusters Score -1077526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1077535.250000 Penalty: 4594.837891
	Iteration 96Q: 3 clusters Score -1077535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1077544.250000 Penalty: 4594.837891
	Iteration 97Q: 3 clusters Score -1077544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1077550.875000 Penalty: 4594.837891
	Iteration 98Q: 3 clusters Score -1077551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1077550.625000 Penalty: 4594.837891
	Iteration 99Q: 3 clusters Score -1077551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1077554.250000 Penalty: 4594.837891
	Iteration 100F: 3 clusters Score -1077554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1077553.000000 Penalty: 4594.837891
	Iteration 101Q: 3 clusters Score -1077553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1077552.000000 Penalty: 4594.837891
	Iteration 102Q: 3 clusters Score -1077552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1077553.375000 Penalty: 4594.837891
	Iteration 103Q: 3 clusters Score -1077553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1077554.875000 Penalty: 4594.837891
	Iteration 104Q: 3 clusters Score -1077555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1077555.750000 Penalty: 4594.837891
	Iteration 105Q: 3 clusters Score -1077556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1077556.375000 Penalty: 4594.837891
	Iteration 106Q: 3 clusters Score -1077556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1077556.375000 Penalty: 4594.837891
	Iteration 107F: 3 clusters Score -1077556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -700671.062500 Penalty: 2168.633057
	Iteration 0F: 2 clusters Score -700671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -695294.750000 Penalty: 4337.266113
	Iteration 0F: 3 clusters Score -695294.8 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -696647.250000 Penalty: 4337.266113
	Iteration 1F: 3 clusters Score -696647.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -696897.812500 Penalty: 4337.266113
	Iteration 2F: 3 clusters Score -696897.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -697076.312500 Penalty: 4337.266113
	Iteration 3F: 3 clusters Score -697076.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -697222.437500 Penalty: 4337.266113
	Iteration 4Q: 3 clusters Score -697222.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -697341.937500 Penalty: 4337.266113
	Iteration 5Q: 3 clusters Score -697341.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -697455.187500 Penalty: 4337.266113
	Iteration 6Q: 3 clusters Score -697455.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -697572.312500 Penalty: 4337.266113
	Iteration 7Q: 3 clusters Score -697572.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -697675.500000 Penalty: 4337.266113
	Iteration 8Q: 3 clusters Score -697675.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -697767.062500 Penalty: 4337.266113
	Iteration 9Q: 3 clusters Score -697767.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -697874.375000 Penalty: 4337.266113
	Iteration 10Q: 3 clusters Score -697874.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -697970.187500 Penalty: 4337.266113
	Iteration 11Q: 3 clusters Score -697970.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -698057.812500 Penalty: 4337.266113
	Iteration 12Q: 3 clusters Score -698057.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -698128.562500 Penalty: 4337.266113
	Iteration 13Q: 3 clusters Score -698128.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -698196.187500 Penalty: 4337.266113
	Iteration 14Q: 3 clusters Score -698196.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -698244.312500 Penalty: 4337.266113
	Iteration 15Q: 3 clusters Score -698244.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -698289.187500 Penalty: 4337.266113
	Iteration 16Q: 3 clusters Score -698289.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -698327.437500 Penalty: 4337.266113
	Iteration 17Q: 3 clusters Score -698327.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -698357.500000 Penalty: 4337.266113
	Iteration 18Q: 3 clusters Score -698357.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -698391.687500 Penalty: 4337.266113
	Iteration 19Q: 3 clusters Score -698391.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -698417.937500 Penalty: 4337.266113
	Iteration 20F: 3 clusters Score -698417.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -698445.812500 Penalty: 4337.266113
	Iteration 21Q: 3 clusters Score -698445.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -698468.062500 Penalty: 4337.266113
	Iteration 22Q: 3 clusters Score -698468.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -698491.375000 Penalty: 4337.266113
	Iteration 23Q: 3 clusters Score -698491.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -698514.187500 Penalty: 4337.266113
	Iteration 24Q: 3 clusters Score -698514.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -698536.500000 Penalty: 4337.266113
	Iteration 25Q: 3 clusters Score -698536.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -698553.937500 Penalty: 4337.266113
	Iteration 26Q: 3 clusters Score -698553.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -698569.750000 Penalty: 4337.266113
	Iteration 27Q: 3 clusters Score -698569.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -698584.312500 Penalty: 4337.266113
	Iteration 28Q: 3 clusters Score -698584.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -698597.187500 Penalty: 4337.266113
	Iteration 29Q: 3 clusters Score -698597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -698609.187500 Penalty: 4337.266113
	Iteration 30Q: 3 clusters Score -698609.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -698618.062500 Penalty: 4337.266113
	Iteration 31Q: 3 clusters Score -698618.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -698624.125000 Penalty: 4337.266113
	Iteration 32Q: 3 clusters Score -698624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -698629.250000 Penalty: 4337.266113
	Iteration 33Q: 3 clusters Score -698629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -698634.437500 Penalty: 4337.266113
	Iteration 34Q: 3 clusters Score -698634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -698641.500000 Penalty: 4337.266113
	Iteration 35Q: 3 clusters Score -698641.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -698647.312500 Penalty: 4337.266113
	Iteration 36Q: 3 clusters Score -698647.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -698658.750000 Penalty: 4337.266113
	Iteration 37Q: 3 clusters Score -698658.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -698673.937500 Penalty: 4337.266113
	Iteration 38Q: 3 clusters Score -698673.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -698687.375000 Penalty: 4337.266113
	Iteration 39Q: 3 clusters Score -698687.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -698697.937500 Penalty: 4337.266113
	Iteration 40F: 3 clusters Score -698697.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -698706.812500 Penalty: 4337.266113
	Iteration 41Q: 3 clusters Score -698706.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -698723.187500 Penalty: 4337.266113
	Iteration 42Q: 3 clusters Score -698723.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -698737.250000 Penalty: 4337.266113
	Iteration 43Q: 3 clusters Score -698737.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -698755.187500 Penalty: 4337.266113
	Iteration 44Q: 3 clusters Score -698755.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -698770.875000 Penalty: 4337.266113
	Iteration 45Q: 3 clusters Score -698770.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -698781.437500 Penalty: 4337.266113
	Iteration 46Q: 3 clusters Score -698781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -698791.062500 Penalty: 4337.266113
	Iteration 47Q: 3 clusters Score -698791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -698793.812500 Penalty: 4337.266113
	Iteration 48Q: 3 clusters Score -698793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -698797.625000 Penalty: 4337.266113
	Iteration 49Q: 3 clusters Score -698797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -698801.687500 Penalty: 4337.266113
	Iteration 50Q: 3 clusters Score -698801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -698802.375000 Penalty: 4337.266113
	Iteration 51Q: 3 clusters Score -698802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -698802.375000 Penalty: 4337.266113
	Iteration 52F: 3 clusters Score -698802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -384728.968750 Penalty: 2081.180664
	Iteration 0F: 2 clusters Score -384729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -380679.781250 Penalty: 4162.361328
	Iteration 0F: 3 clusters Score -380679.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -381886.375000 Penalty: 4162.361328
	Iteration 1F: 3 clusters Score -381886.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -382310.656250 Penalty: 4162.361328
	Iteration 2F: 3 clusters Score -382310.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -382655.406250 Penalty: 4162.361328
	Iteration 3F: 3 clusters Score -382655.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -382905.031250 Penalty: 4162.361328
	Iteration 4F: 3 clusters Score -382905 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -383129.000000 Penalty: 4162.361328
	Iteration 5F: 3 clusters Score -383129 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -383287.906250 Penalty: 4162.361328
	Iteration 6Q: 3 clusters Score -383287.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -383415.593750 Penalty: 4162.361328
	Iteration 7Q: 3 clusters Score -383415.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -383518.218750 Penalty: 4162.361328
	Iteration 8Q: 3 clusters Score -383518.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -383600.812500 Penalty: 4162.361328
	Iteration 9Q: 3 clusters Score -383600.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -383715.250000 Penalty: 4162.361328
	Iteration 10Q: 3 clusters Score -383715.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -383806.187500 Penalty: 4162.361328
	Iteration 11Q: 3 clusters Score -383806.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -383879.031250 Penalty: 4162.361328
	Iteration 12Q: 3 clusters Score -383879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -383952.375000 Penalty: 4162.361328
	Iteration 13Q: 3 clusters Score -383952.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -384014.812500 Penalty: 4162.361328
	Iteration 14Q: 3 clusters Score -384014.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -384080.593750 Penalty: 4162.361328
	Iteration 15Q: 3 clusters Score -384080.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -384127.593750 Penalty: 4162.361328
	Iteration 16Q: 3 clusters Score -384127.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -384145.968750 Penalty: 4162.361328
	Iteration 17Q: 3 clusters Score -384146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -384158.406250 Penalty: 4162.361328
	Iteration 18Q: 3 clusters Score -384158.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -384171.656250 Penalty: 4162.361328
	Iteration 19Q: 3 clusters Score -384171.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -384183.718750 Penalty: 4162.361328
	Iteration 20F: 3 clusters Score -384183.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -384194.312500 Penalty: 4162.361328
	Iteration 21Q: 3 clusters Score -384194.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -384205.000000 Penalty: 4162.361328
	Iteration 22Q: 3 clusters Score -384205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -384218.937500 Penalty: 4162.361328
	Iteration 23Q: 3 clusters Score -384218.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -384228.968750 Penalty: 4162.361328
	Iteration 24Q: 3 clusters Score -384229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -384237.406250 Penalty: 4162.361328
	Iteration 25Q: 3 clusters Score -384237.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -384245.937500 Penalty: 4162.361328
	Iteration 26Q: 3 clusters Score -384245.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -384248.906250 Penalty: 4162.361328
	Iteration 27Q: 3 clusters Score -384248.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -384253.625000 Penalty: 4162.361328
	Iteration 28Q: 3 clusters Score -384253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -384257.218750 Penalty: 4162.361328
	Iteration 29Q: 3 clusters Score -384257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -384264.968750 Penalty: 4162.361328
	Iteration 30Q: 3 clusters Score -384265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -384273.906250 Penalty: 4162.361328
	Iteration 31Q: 3 clusters Score -384273.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -384286.031250 Penalty: 4162.361328
	Iteration 32Q: 3 clusters Score -384286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -384295.500000 Penalty: 4162.361328
	Iteration 33Q: 3 clusters Score -384295.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -384299.218750 Penalty: 4162.361328
	Iteration 34Q: 3 clusters Score -384299.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -384307.562500 Penalty: 4162.361328
	Iteration 35Q: 3 clusters Score -384307.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -384320.218750 Penalty: 4162.361328
	Iteration 36Q: 3 clusters Score -384320.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -384325.468750 Penalty: 4162.361328
	Iteration 37Q: 3 clusters Score -384325.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -384331.343750 Penalty: 4162.361328
	Iteration 38Q: 3 clusters Score -384331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -384334.812500 Penalty: 4162.361328
	Iteration 39Q: 3 clusters Score -384334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -384339.093750 Penalty: 4162.361328
	Iteration 40F: 3 clusters Score -384339.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -384341.187500 Penalty: 4162.361328
	Iteration 41Q: 3 clusters Score -384341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -384346.093750 Penalty: 4162.361328
	Iteration 42Q: 3 clusters Score -384346.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -384349.125000 Penalty: 4162.361328
	Iteration 43Q: 3 clusters Score -384349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -384351.281250 Penalty: 4162.361328
	Iteration 44Q: 3 clusters Score -384351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -384352.125000 Penalty: 4162.361328
	Iteration 45Q: 3 clusters Score -384352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -384354.343750 Penalty: 4162.361328
	Iteration 46Q: 3 clusters Score -384354.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -384357.406250 Penalty: 4162.361328
	Iteration 47Q: 3 clusters Score -384357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -384359.718750 Penalty: 4162.361328
	Iteration 48Q: 3 clusters Score -384359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -384360.375000 Penalty: 4162.361328
	Iteration 49Q: 3 clusters Score -384360.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -384363.062500 Penalty: 4162.361328
	Iteration 50Q: 3 clusters Score -384363.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -384364.875000 Penalty: 4162.361328
	Iteration 51Q: 3 clusters Score -384364.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -384366.968750 Penalty: 4162.361328
	Iteration 52Q: 3 clusters Score -384367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -384366.562500 Penalty: 4162.361328
	Iteration 53Q: 3 clusters Score -384366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -384367.562500 Penalty: 4162.361328
	Iteration 54Q: 3 clusters Score -384367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -384367.562500 Penalty: 4162.361328
	Iteration 55F: 3 clusters Score -384367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -320791.281250 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -320791.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -317488.937500 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -317488.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -318191.718750 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -318191.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -318350.437500 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -318350.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -318441.125000 Penalty: 3974.289795
	Iteration 3Q: 3 clusters Score -318441.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -318508.750000 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -318508.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -318548.375000 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -318548.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -318584.906250 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -318584.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -318619.125000 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -318619.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318652.000000 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -318652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -318682.781250 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -318682.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -318711.312500 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -318711.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -318732.250000 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -318732.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -318753.031250 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -318753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -318773.531250 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -318773.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -318790.125000 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -318790.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -318807.218750 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -318807.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -318822.062500 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -318822.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -318836.531250 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -318836.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -318854.375000 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -318854.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -318871.406250 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -318871.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -318889.093750 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -318889.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -318911.781250 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -318911.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -318937.968750 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -318938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -318966.937500 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -318966.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -318990.187500 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -318990.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -319012.000000 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -319012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -319025.937500 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -319025.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -319038.062500 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -319038.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -319059.125000 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -319059.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -319084.437500 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -319084.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -319127.843750 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -319127.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -319165.187500 Penalty: 3974.289795
	Iteration 31Q: 3 clusters Score -319165.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -319192.906250 Penalty: 3974.289795
	Iteration 32Q: 3 clusters Score -319192.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -319213.593750 Penalty: 3974.289795
	Iteration 33Q: 3 clusters Score -319213.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -319238.062500 Penalty: 3974.289795
	Iteration 34Q: 3 clusters Score -319238.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -319259.625000 Penalty: 3974.289795
	Iteration 35Q: 3 clusters Score -319259.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -319280.812500 Penalty: 3974.289795
	Iteration 36Q: 3 clusters Score -319280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -319294.031250 Penalty: 3974.289795
	Iteration 37Q: 3 clusters Score -319294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -319316.031250 Penalty: 3974.289795
	Iteration 38Q: 3 clusters Score -319316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -319333.312500 Penalty: 3974.289795
	Iteration 39Q: 3 clusters Score -319333.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -319341.937500 Penalty: 3974.289795
	Iteration 40F: 3 clusters Score -319341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -319346.750000 Penalty: 3974.289795
	Iteration 41Q: 3 clusters Score -319346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -319347.250000 Penalty: 3974.289795
	Iteration 42Q: 3 clusters Score -319347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -319347.500000 Penalty: 3974.289795
	Iteration 43Q: 3 clusters Score -319347.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -319347.500000 Penalty: 3974.289795
	Iteration 44F: 3 clusters Score -319347.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -716211.000000 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -716211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -710787.312500 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -710787.3 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -712156.000000 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -712156 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -712379.562500 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -712379.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -712516.250000 Penalty: 4351.061035
	Iteration 3Q: 3 clusters Score -712516.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -712609.000000 Penalty: 4351.061035
	Iteration 4Q: 3 clusters Score -712609 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -712683.312500 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -712683.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -712746.312500 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -712746.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -712793.375000 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -712793.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -712843.187500 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -712843.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -712892.750000 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -712892.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -712946.562500 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -712946.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -712991.625000 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -712991.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -713025.312500 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -713025.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -713053.375000 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -713053.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -713078.187500 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -713078.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -713098.437500 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -713098.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -713118.812500 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -713118.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -713140.937500 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -713140.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -713170.062500 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -713170.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -713194.062500 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -713194.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -713217.000000 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -713217 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -713246.687500 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -713246.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -713290.312500 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -713290.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -713328.687500 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -713328.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -713366.437500 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -713366.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -713416.250000 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -713416.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -713474.875000 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -713474.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -713528.250000 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -713528.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -713582.000000 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -713582 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -713647.437500 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -713647.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -713706.187500 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -713706.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -713753.000000 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -713753 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -713783.812500 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -713783.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -713803.625000 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -713803.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -713816.875000 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -713816.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -713827.625000 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -713827.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -713837.250000 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -713837.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -713843.125000 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -713843.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -713848.312500 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -713848.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -713849.875000 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -713849.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -713853.500000 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -713853.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -713856.250000 Penalty: 4351.061035
	Iteration 41Q: 3 clusters Score -713856.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -713859.937500 Penalty: 4351.061035
	Iteration 42Q: 3 clusters Score -713859.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -713863.875000 Penalty: 4351.061035
	Iteration 43Q: 3 clusters Score -713863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -713865.625000 Penalty: 4351.061035
	Iteration 44Q: 3 clusters Score -713865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -713866.812500 Penalty: 4351.061035
	Iteration 45Q: 3 clusters Score -713866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -713868.562500 Penalty: 4351.061035
	Iteration 46Q: 3 clusters Score -713868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -713870.125000 Penalty: 4351.061035
	Iteration 47Q: 3 clusters Score -713870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -713869.125000 Penalty: 4351.061035
	Iteration 48Q: 3 clusters Score -713869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -713870.812500 Penalty: 4351.061035
	Iteration 49Q: 3 clusters Score -713870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -713872.000000 Penalty: 4351.061035
	Iteration 50Q: 3 clusters Score -713872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -713872.625000 Penalty: 4351.061035
	Iteration 51Q: 3 clusters Score -713872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -713871.875000 Penalty: 4351.061035
	Iteration 52Q: 3 clusters Score -713871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -713871.375000 Penalty: 4351.061035
	Iteration 53Q: 3 clusters Score -713871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -713872.687500 Penalty: 4351.061035
	Iteration 54Q: 3 clusters Score -713872.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -713872.687500 Penalty: 4351.061035
	Iteration 55F: 3 clusters Score -713872.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Entering Unmasked Estep 
Score: -804610.000000 Penalty: 2222.195801
	Iteration 0F: 2 clusters Score -804610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -798336.312500 Penalty: 4444.391602
	Iteration 0F: 3 clusters Score -798336.3 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -800323.687500 Penalty: 4444.391602
	Iteration 1F: 3 clusters Score -800323.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -800861.875000 Penalty: 4444.391602
	Iteration 2F: 3 clusters Score -800861.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -801344.562500 Penalty: 4444.391602
	Iteration 3F: 3 clusters Score -801344.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -801737.937500 Penalty: 4444.391602
	Iteration 4F: 3 clusters Score -801737.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -802058.875000 Penalty: 4444.391602
	Iteration 5F: 3 clusters Score -802058.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -802323.312500 Penalty: 4444.391602
	Iteration 6Q: 3 clusters Score -802323.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -802489.250000 Penalty: 4444.391602
	Iteration 7Q: 3 clusters Score -802489.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -802592.250000 Penalty: 4444.391602
	Iteration 8Q: 3 clusters Score -802592.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -802680.750000 Penalty: 4444.391602
	Iteration 9Q: 3 clusters Score -802680.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -802750.687500 Penalty: 4444.391602
	Iteration 10Q: 3 clusters Score -802750.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -802804.312500 Penalty: 4444.391602
	Iteration 11Q: 3 clusters Score -802804.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -802840.375000 Penalty: 4444.391602
	Iteration 12Q: 3 clusters Score -802840.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -802859.250000 Penalty: 4444.391602
	Iteration 13Q: 3 clusters Score -802859.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -802880.875000 Penalty: 4444.391602
	Iteration 14Q: 3 clusters Score -802880.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -802896.562500 Penalty: 4444.391602
	Iteration 15Q: 3 clusters Score -802896.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -802915.000000 Penalty: 4444.391602
	Iteration 16Q: 3 clusters Score -802915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -802939.125000 Penalty: 4444.391602
	Iteration 17Q: 3 clusters Score -802939.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -802958.000000 Penalty: 4444.391602
	Iteration 18Q: 3 clusters Score -802958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -802977.250000 Penalty: 4444.391602
	Iteration 19Q: 3 clusters Score -802977.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -802992.687500 Penalty: 4444.391602
	Iteration 20F: 3 clusters Score -802992.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -803019.125000 Penalty: 4444.391602
	Iteration 21Q: 3 clusters Score -803019.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -803037.562500 Penalty: 4444.391602
	Iteration 22Q: 3 clusters Score -803037.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -803050.250000 Penalty: 4444.391602
	Iteration 23Q: 3 clusters Score -803050.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -803057.750000 Penalty: 4444.391602
	Iteration 24Q: 3 clusters Score -803057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -803062.500000 Penalty: 4444.391602
	Iteration 25Q: 3 clusters Score -803062.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -803070.937500 Penalty: 4444.391602
	Iteration 26Q: 3 clusters Score -803070.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -803076.750000 Penalty: 4444.391602
	Iteration 27Q: 3 clusters Score -803076.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -803081.937500 Penalty: 4444.391602
	Iteration 28Q: 3 clusters Score -803081.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -803088.250000 Penalty: 4444.391602
	Iteration 29Q: 3 clusters Score -803088.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -803096.937500 Penalty: 4444.391602
	Iteration 30Q: 3 clusters Score -803096.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -803105.437500 Penalty: 4444.391602
	Iteration 31Q: 3 clusters Score -803105.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -803112.875000 Penalty: 4444.391602
	Iteration 32Q: 3 clusters Score -803112.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -803123.500000 Penalty: 4444.391602
	Iteration 33Q: 3 clusters Score -803123.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -803132.437500 Penalty: 4444.391602
	Iteration 34Q: 3 clusters Score -803132.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -803140.625000 Penalty: 4444.391602
	Iteration 35Q: 3 clusters Score -803140.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -803148.812500 Penalty: 4444.391602
	Iteration 36Q: 3 clusters Score -803148.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -803150.687500 Penalty: 4444.391602
	Iteration 37Q: 3 clusters Score -803150.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -803154.375000 Penalty: 4444.391602
	Iteration 38Q: 3 clusters Score -803154.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -803161.000000 Penalty: 4444.391602
	Iteration 39Q: 3 clusters Score -803161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -803165.000000 Penalty: 4444.391602
	Iteration 40F: 3 clusters Score -803165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -803167.437500 Penalty: 4444.391602
	Iteration 41Q: 3 clusters Score -803167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -803172.250000 Penalty: 4444.391602
	Iteration 42Q: 3 clusters Score -803172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -803175.937500 Penalty: 4444.391602
	Iteration 43Q: 3 clusters Score -803175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -803179.750000 Penalty: 4444.391602
	Iteration 44Q: 3 clusters Score -803179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -803181.625000 Penalty: 4444.391602
	Iteration 45Q: 3 clusters Score -803181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -803182.750000 Penalty: 4444.391602
	Iteration 46Q: 3 clusters Score -803182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -803182.875000 Penalty: 4444.391602
	Iteration 47Q: 3 clusters Score -803182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -803185.812500 Penalty: 4444.391602
	Iteration 48Q: 3 clusters Score -803185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -803185.812500 Penalty: 4444.391602
	Iteration 49F: 3 clusters Score -803185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Entering Unmasked Estep 
Score: -1274246.375000 Penalty: 2320.201660
	Iteration 0F: 2 clusters Score -1274246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1265578.250000 Penalty: 4640.403320
	Iteration 0F: 3 clusters Score -1265578 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1268200.375000 Penalty: 4640.403320
	Iteration 1F: 3 clusters Score -1268200 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1268534.750000 Penalty: 4640.403320
	Iteration 2F: 3 clusters Score -1268535 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1268811.375000 Penalty: 4640.403320
	Iteration 3Q: 3 clusters Score -1268811 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1269075.000000 Penalty: 4640.403320
	Iteration 4Q: 3 clusters Score -1269075 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1269309.000000 Penalty: 4640.403320
	Iteration 5Q: 3 clusters Score -1269309 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1269526.875000 Penalty: 4640.403320
	Iteration 6Q: 3 clusters Score -1269527 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1269739.375000 Penalty: 4640.403320
	Iteration 7Q: 3 clusters Score -1269739 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1269921.875000 Penalty: 4640.403320
	Iteration 8Q: 3 clusters Score -1269922 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1270072.375000 Penalty: 4640.403320
	Iteration 9Q: 3 clusters Score -1270072 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1270226.250000 Penalty: 4640.403320
	Iteration 10Q: 3 clusters Score -1270226 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1270365.250000 Penalty: 4640.403320
	Iteration 11Q: 3 clusters Score -1270365 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1270502.250000 Penalty: 4640.403320
	Iteration 12Q: 3 clusters Score -1270502 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1270635.750000 Penalty: 4640.403320
	Iteration 13Q: 3 clusters Score -1270636 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1270778.625000 Penalty: 4640.403320
	Iteration 14Q: 3 clusters Score -1270779 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1270908.875000 Penalty: 4640.403320
	Iteration 15Q: 3 clusters Score -1270909 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1271050.750000 Penalty: 4640.403320
	Iteration 16Q: 3 clusters Score -1271051 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1271185.000000 Penalty: 4640.403320
	Iteration 17Q: 3 clusters Score -1271185 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1271282.125000 Penalty: 4640.403320
	Iteration 18Q: 3 clusters Score -1271282 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1271384.125000 Penalty: 4640.403320
	Iteration 19Q: 3 clusters Score -1271384 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1271453.875000 Penalty: 4640.403320
	Iteration 20F: 3 clusters Score -1271454 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1271496.750000 Penalty: 4640.403320
	Iteration 21Q: 3 clusters Score -1271497 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1271525.875000 Penalty: 4640.403320
	Iteration 22Q: 3 clusters Score -1271526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1271545.000000 Penalty: 4640.403320
	Iteration 23Q: 3 clusters Score -1271545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1271564.625000 Penalty: 4640.403320
	Iteration 24Q: 3 clusters Score -1271565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1271585.000000 Penalty: 4640.403320
	Iteration 25Q: 3 clusters Score -1271585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1271591.625000 Penalty: 4640.403320
	Iteration 26Q: 3 clusters Score -1271592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1271603.875000 Penalty: 4640.403320
	Iteration 27Q: 3 clusters Score -1271604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1271609.250000 Penalty: 4640.403320
	Iteration 28Q: 3 clusters Score -1271609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1271624.500000 Penalty: 4640.403320
	Iteration 29Q: 3 clusters Score -1271624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1271631.125000 Penalty: 4640.403320
	Iteration 30Q: 3 clusters Score -1271631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1271642.500000 Penalty: 4640.403320
	Iteration 31Q: 3 clusters Score -1271642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1271642.250000 Penalty: 4640.403320
	Iteration 32Q: 3 clusters Score -1271642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1271650.625000 Penalty: 4640.403320
	Iteration 33Q: 3 clusters Score -1271651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1271652.375000 Penalty: 4640.403320
	Iteration 34Q: 3 clusters Score -1271652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1271656.500000 Penalty: 4640.403320
	Iteration 35Q: 3 clusters Score -1271656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1271657.125000 Penalty: 4640.403320
	Iteration 36Q: 3 clusters Score -1271657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1271655.750000 Penalty: 4640.403320
	Iteration 37Q: 3 clusters Score -1271656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1271658.750000 Penalty: 4640.403320
	Iteration 38Q: 3 clusters Score -1271659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1271661.500000 Penalty: 4640.403320
	Iteration 39Q: 3 clusters Score -1271662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1271659.875000 Penalty: 4640.403320
	Iteration 40F: 3 clusters Score -1271660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1271661.125000 Penalty: 4640.403320
	Iteration 41Q: 3 clusters Score -1271661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1271662.000000 Penalty: 4640.403320
	Iteration 42Q: 3 clusters Score -1271662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1271664.500000 Penalty: 4640.403320
	Iteration 43Q: 3 clusters Score -1271664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1271663.875000 Penalty: 4640.403320
	Iteration 44Q: 3 clusters Score -1271664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1271666.125000 Penalty: 4640.403320
	Iteration 45Q: 3 clusters Score -1271666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1271666.125000 Penalty: 4640.403320
	Iteration 46F: 3 clusters Score -1271666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Entering Unmasked Estep 
Score: -1109830.750000 Penalty: 2291.109375
	Iteration 0F: 2 clusters Score -1109831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1101990.500000 Penalty: 4582.218750
	Iteration 0F: 3 clusters Score -1101990 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1104400.125000 Penalty: 4582.218750
	Iteration 1F: 3 clusters Score -1104400 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1104932.375000 Penalty: 4582.218750
	Iteration 2F: 3 clusters Score -1104932 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1105447.000000 Penalty: 4582.218750
	Iteration 3F: 3 clusters Score -1105447 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1105891.500000 Penalty: 4582.218750
	Iteration 4F: 3 clusters Score -1105892 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1106268.125000 Penalty: 4582.218750
	Iteration 5F: 3 clusters Score -1106268 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1106557.625000 Penalty: 4582.218750
	Iteration 6Q: 3 clusters Score -1106558 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1106768.250000 Penalty: 4582.218750
	Iteration 7Q: 3 clusters Score -1106768 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1106912.750000 Penalty: 4582.218750
	Iteration 8Q: 3 clusters Score -1106913 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1107012.375000 Penalty: 4582.218750
	Iteration 9Q: 3 clusters Score -1107012 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1107103.500000 Penalty: 4582.218750
	Iteration 10Q: 3 clusters Score -1107104 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1107184.125000 Penalty: 4582.218750
	Iteration 11Q: 3 clusters Score -1107184 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1107253.125000 Penalty: 4582.218750
	Iteration 12Q: 3 clusters Score -1107253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1107320.625000 Penalty: 4582.218750
	Iteration 13Q: 3 clusters Score -1107321 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1107382.250000 Penalty: 4582.218750
	Iteration 14Q: 3 clusters Score -1107382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1107435.125000 Penalty: 4582.218750
	Iteration 15Q: 3 clusters Score -1107435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1107484.375000 Penalty: 4582.218750
	Iteration 16Q: 3 clusters Score -1107484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1107530.125000 Penalty: 4582.218750
	Iteration 17Q: 3 clusters Score -1107530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1107566.875000 Penalty: 4582.218750
	Iteration 18Q: 3 clusters Score -1107567 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1107602.000000 Penalty: 4582.218750
	Iteration 19Q: 3 clusters Score -1107602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1107642.250000 Penalty: 4582.218750
	Iteration 20F: 3 clusters Score -1107642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1107678.500000 Penalty: 4582.218750
	Iteration 21Q: 3 clusters Score -1107678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1107720.125000 Penalty: 4582.218750
	Iteration 22Q: 3 clusters Score -1107720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1107746.500000 Penalty: 4582.218750
	Iteration 23Q: 3 clusters Score -1107746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1107777.375000 Penalty: 4582.218750
	Iteration 24Q: 3 clusters Score -1107777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1107796.625000 Penalty: 4582.218750
	Iteration 25Q: 3 clusters Score -1107797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1107819.625000 Penalty: 4582.218750
	Iteration 26Q: 3 clusters Score -1107820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1107838.875000 Penalty: 4582.218750
	Iteration 27Q: 3 clusters Score -1107839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1107859.625000 Penalty: 4582.218750
	Iteration 28Q: 3 clusters Score -1107860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1107877.000000 Penalty: 4582.218750
	Iteration 29Q: 3 clusters Score -1107877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1107894.375000 Penalty: 4582.218750
	Iteration 30Q: 3 clusters Score -1107894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1107914.375000 Penalty: 4582.218750
	Iteration 31Q: 3 clusters Score -1107914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1107930.500000 Penalty: 4582.218750
	Iteration 32Q: 3 clusters Score -1107930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1107940.750000 Penalty: 4582.218750
	Iteration 33Q: 3 clusters Score -1107941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1107956.375000 Penalty: 4582.218750
	Iteration 34Q: 3 clusters Score -1107956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1107967.625000 Penalty: 4582.218750
	Iteration 35Q: 3 clusters Score -1107968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1107975.250000 Penalty: 4582.218750
	Iteration 36Q: 3 clusters Score -1107975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1107978.250000 Penalty: 4582.218750
	Iteration 37Q: 3 clusters Score -1107978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1107984.125000 Penalty: 4582.218750
	Iteration 38Q: 3 clusters Score -1107984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1107987.125000 Penalty: 4582.218750
	Iteration 39Q: 3 clusters Score -1107987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1107994.375000 Penalty: 4582.218750
	Iteration 40F: 3 clusters Score -1107994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1107993.625000 Penalty: 4582.218750
	Iteration 41Q: 3 clusters Score -1107994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1107999.750000 Penalty: 4582.218750
	Iteration 42Q: 3 clusters Score -1108000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1108004.375000 Penalty: 4582.218750
	Iteration 43Q: 3 clusters Score -1108004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1108009.250000 Penalty: 4582.218750
	Iteration 44Q: 3 clusters Score -1108009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1108014.750000 Penalty: 4582.218750
	Iteration 45Q: 3 clusters Score -1108015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1108024.500000 Penalty: 4582.218750
	Iteration 46Q: 3 clusters Score -1108024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1108034.000000 Penalty: 4582.218750
	Iteration 47Q: 3 clusters Score -1108034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1108043.750000 Penalty: 4582.218750
	Iteration 48Q: 3 clusters Score -1108044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1108061.125000 Penalty: 4582.218750
	Iteration 49Q: 3 clusters Score -1108061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1108070.375000 Penalty: 4582.218750
	Iteration 50Q: 3 clusters Score -1108070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1108078.375000 Penalty: 4582.218750
	Iteration 51Q: 3 clusters Score -1108078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1108084.500000 Penalty: 4582.218750
	Iteration 52Q: 3 clusters Score -1108084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1108084.875000 Penalty: 4582.218750
	Iteration 53Q: 3 clusters Score -1108085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1108087.250000 Penalty: 4582.218750
	Iteration 54Q: 3 clusters Score -1108087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1108087.250000 Penalty: 4582.218750
	Iteration 55F: 3 clusters Score -1108087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -472754.250000 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -472754.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -468565.593750 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -468565.6 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -469631.968750 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -469632 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -469897.000000 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -469897 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -470062.000000 Penalty: 4170.170410
	Iteration 3F: 3 clusters Score -470062 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -470204.000000 Penalty: 4170.170410
	Iteration 4Q: 3 clusters Score -470204 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -470369.093750 Penalty: 4170.170410
	Iteration 5Q: 3 clusters Score -470369.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -470572.718750 Penalty: 4170.170410
	Iteration 6Q: 3 clusters Score -470572.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -470838.562500 Penalty: 4170.170410
	Iteration 7F: 3 clusters Score -470838.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -471185.531250 Penalty: 4170.170410
	Iteration 8F: 3 clusters Score -471185.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -471521.187500 Penalty: 4170.170410
	Iteration 9F: 3 clusters Score -471521.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -471774.125000 Penalty: 4170.170410
	Iteration 10F: 3 clusters Score -471774.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -471895.468750 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -471895.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -471968.656250 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -471968.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -472012.750000 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -472012.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -472046.687500 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -472046.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -472072.062500 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -472072.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -472098.406250 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -472098.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -472124.562500 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -472124.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -472145.781250 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -472145.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -472158.187500 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -472158.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -472165.156250 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -472165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -472168.906250 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -472168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -472169.500000 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -472169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -472169.843750 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -472169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -472169.843750 Penalty: 4170.170410
	Iteration 24F: 3 clusters Score -472169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Entering Unmasked Estep 
Score: -1403003.750000 Penalty: 2340.750732
	Iteration 0F: 2 clusters Score -1403004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1393589.250000 Penalty: 4681.501465
	Iteration 0F: 3 clusters Score -1393589 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1396636.375000 Penalty: 4681.501465
	Iteration 1F: 3 clusters Score -1396636 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1397055.000000 Penalty: 4681.501465
	Iteration 2F: 3 clusters Score -1397055 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1397460.000000 Penalty: 4681.501465
	Iteration 3F: 3 clusters Score -1397460 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1397830.500000 Penalty: 4681.501465
	Iteration 4F: 3 clusters Score -1397830 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1398223.125000 Penalty: 4681.501465
	Iteration 5F: 3 clusters Score -1398223 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1398625.375000 Penalty: 4681.501465
	Iteration 6F: 3 clusters Score -1398625 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1399034.250000 Penalty: 4681.501465
	Iteration 7Q: 3 clusters Score -1399034 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1399451.750000 Penalty: 4681.501465
	Iteration 8Q: 3 clusters Score -1399452 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1399834.500000 Penalty: 4681.501465
	Iteration 9Q: 3 clusters Score -1399834 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1400223.750000 Penalty: 4681.501465
	Iteration 10Q: 3 clusters Score -1400224 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1400547.125000 Penalty: 4681.501465
	Iteration 11Q: 3 clusters Score -1400547 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1400727.250000 Penalty: 4681.501465
	Iteration 12Q: 3 clusters Score -1400727 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1400839.875000 Penalty: 4681.501465
	Iteration 13Q: 3 clusters Score -1400840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1400925.250000 Penalty: 4681.501465
	Iteration 14Q: 3 clusters Score -1400925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1400995.750000 Penalty: 4681.501465
	Iteration 15Q: 3 clusters Score -1400996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1401066.125000 Penalty: 4681.501465
	Iteration 16Q: 3 clusters Score -1401066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1401101.875000 Penalty: 4681.501465
	Iteration 17Q: 3 clusters Score -1401102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1401147.125000 Penalty: 4681.501465
	Iteration 18Q: 3 clusters Score -1401147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1401170.000000 Penalty: 4681.501465
	Iteration 19Q: 3 clusters Score -1401170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1401186.375000 Penalty: 4681.501465
	Iteration 20F: 3 clusters Score -1401186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1401204.375000 Penalty: 4681.501465
	Iteration 21Q: 3 clusters Score -1401204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1401212.750000 Penalty: 4681.501465
	Iteration 22Q: 3 clusters Score -1401213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1401215.125000 Penalty: 4681.501465
	Iteration 23Q: 3 clusters Score -1401215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1401217.375000 Penalty: 4681.501465
	Iteration 24Q: 3 clusters Score -1401217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1401217.500000 Penalty: 4681.501465
	Iteration 25Q: 3 clusters Score -1401218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1401220.000000 Penalty: 4681.501465
	Iteration 26Q: 3 clusters Score -1401220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1401221.125000 Penalty: 4681.501465
	Iteration 27Q: 3 clusters Score -1401221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1401224.625000 Penalty: 4681.501465
	Iteration 28Q: 3 clusters Score -1401225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1401224.250000 Penalty: 4681.501465
	Iteration 29Q: 3 clusters Score -1401224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1401224.250000 Penalty: 4681.501465
	Iteration 30F: 3 clusters Score -1401224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Entering Unmasked Estep 
Score: -1716153.125000 Penalty: 2382.644531
	Iteration 0F: 2 clusters Score -1716153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1705448.250000 Penalty: 4765.289062
	Iteration 0F: 3 clusters Score -1705448 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1708667.625000 Penalty: 4765.289062
	Iteration 1F: 3 clusters Score -1708668 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1709035.875000 Penalty: 4765.289062
	Iteration 2F: 3 clusters Score -1709036 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1709367.000000 Penalty: 4765.289062
	Iteration 3F: 3 clusters Score -1709367 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1709710.500000 Penalty: 4765.289062
	Iteration 4Q: 3 clusters Score -1709710 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1710095.500000 Penalty: 4765.289062
	Iteration 5Q: 3 clusters Score -1710096 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1710561.375000 Penalty: 4765.289062
	Iteration 6F: 3 clusters Score -1710561 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1711246.125000 Penalty: 4765.289062
	Iteration 7F: 3 clusters Score -1711246 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1712093.625000 Penalty: 4765.289062
	Iteration 8F: 3 clusters Score -1712094 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1712836.875000 Penalty: 4765.289062
	Iteration 9F: 3 clusters Score -1712837 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1713382.875000 Penalty: 4765.289062
	Iteration 10Q: 3 clusters Score -1713383 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1713718.375000 Penalty: 4765.289062
	Iteration 11Q: 3 clusters Score -1713718 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1713905.750000 Penalty: 4765.289062
	Iteration 12Q: 3 clusters Score -1713906 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1713988.125000 Penalty: 4765.289062
	Iteration 13Q: 3 clusters Score -1713988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1714049.875000 Penalty: 4765.289062
	Iteration 14Q: 3 clusters Score -1714050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1714084.375000 Penalty: 4765.289062
	Iteration 15Q: 3 clusters Score -1714084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1714106.500000 Penalty: 4765.289062
	Iteration 16Q: 3 clusters Score -1714106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1714125.000000 Penalty: 4765.289062
	Iteration 17Q: 3 clusters Score -1714125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1714143.375000 Penalty: 4765.289062
	Iteration 18Q: 3 clusters Score -1714143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1714148.125000 Penalty: 4765.289062
	Iteration 19Q: 3 clusters Score -1714148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1714156.750000 Penalty: 4765.289062
	Iteration 20F: 3 clusters Score -1714157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1714161.625000 Penalty: 4765.289062
	Iteration 21Q: 3 clusters Score -1714162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1714167.125000 Penalty: 4765.289062
	Iteration 22Q: 3 clusters Score -1714167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1714166.250000 Penalty: 4765.289062
	Iteration 23Q: 3 clusters Score -1714166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1714165.500000 Penalty: 4765.289062
	Iteration 24Q: 3 clusters Score -1714166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1714165.500000 Penalty: 4765.289062
	Iteration 25F: 3 clusters Score -1714166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Entering Unmasked Estep 
Score: -1021709.812500 Penalty: 2269.267334
	Iteration 0F: 2 clusters Score -1021710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1014412.625000 Penalty: 4538.534668
	Iteration 0F: 3 clusters Score -1014413 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1016684.125000 Penalty: 4538.534668
	Iteration 1F: 3 clusters Score -1016684 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1017116.812500 Penalty: 4538.534668
	Iteration 2F: 3 clusters Score -1017117 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1017535.875000 Penalty: 4538.534668
	Iteration 3F: 3 clusters Score -1017536 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1017984.187500 Penalty: 4538.534668
	Iteration 4F: 3 clusters Score -1017984 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1018497.812500 Penalty: 4538.534668
	Iteration 5F: 3 clusters Score -1018498 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1019040.437500 Penalty: 4538.534668
	Iteration 6F: 3 clusters Score -1019040 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1019514.562500 Penalty: 4538.534668
	Iteration 7F: 3 clusters Score -1019515 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1019870.500000 Penalty: 4538.534668
	Iteration 8F: 3 clusters Score -1019870 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1020098.875000 Penalty: 4538.534668
	Iteration 9Q: 3 clusters Score -1020099 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1020233.312500 Penalty: 4538.534668
	Iteration 10Q: 3 clusters Score -1020233 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1020321.750000 Penalty: 4538.534668
	Iteration 11Q: 3 clusters Score -1020322 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1020393.687500 Penalty: 4538.534668
	Iteration 12Q: 3 clusters Score -1020394 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1020447.187500 Penalty: 4538.534668
	Iteration 13Q: 3 clusters Score -1020447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1020483.750000 Penalty: 4538.534668
	Iteration 14Q: 3 clusters Score -1020484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1020514.125000 Penalty: 4538.534668
	Iteration 15Q: 3 clusters Score -1020514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1020539.187500 Penalty: 4538.534668
	Iteration 16Q: 3 clusters Score -1020539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1020565.750000 Penalty: 4538.534668
	Iteration 17Q: 3 clusters Score -1020566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1020586.437500 Penalty: 4538.534668
	Iteration 18Q: 3 clusters Score -1020586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1020606.625000 Penalty: 4538.534668
	Iteration 19Q: 3 clusters Score -1020607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1020619.625000 Penalty: 4538.534668
	Iteration 20F: 3 clusters Score -1020620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1020628.875000 Penalty: 4538.534668
	Iteration 21Q: 3 clusters Score -1020629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1020638.687500 Penalty: 4538.534668
	Iteration 22Q: 3 clusters Score -1020639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1020646.875000 Penalty: 4538.534668
	Iteration 23Q: 3 clusters Score -1020647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1020649.062500 Penalty: 4538.534668
	Iteration 24Q: 3 clusters Score -1020649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1020660.437500 Penalty: 4538.534668
	Iteration 25Q: 3 clusters Score -1020660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1020666.875000 Penalty: 4538.534668
	Iteration 26Q: 3 clusters Score -1020667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1020668.937500 Penalty: 4538.534668
	Iteration 27Q: 3 clusters Score -1020669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1020675.937500 Penalty: 4538.534668
	Iteration 28Q: 3 clusters Score -1020676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1020681.000000 Penalty: 4538.534668
	Iteration 29Q: 3 clusters Score -1020681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1020685.750000 Penalty: 4538.534668
	Iteration 30Q: 3 clusters Score -1020686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1020691.625000 Penalty: 4538.534668
	Iteration 31Q: 3 clusters Score -1020692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1020695.500000 Penalty: 4538.534668
	Iteration 32Q: 3 clusters Score -1020696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1020698.000000 Penalty: 4538.534668
	Iteration 33Q: 3 clusters Score -1020698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1020700.375000 Penalty: 4538.534668
	Iteration 34Q: 3 clusters Score -1020700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1020710.687500 Penalty: 4538.534668
	Iteration 35Q: 3 clusters Score -1020711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1020718.875000 Penalty: 4538.534668
	Iteration 36Q: 3 clusters Score -1020719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1020722.750000 Penalty: 4538.534668
	Iteration 37Q: 3 clusters Score -1020723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1020729.125000 Penalty: 4538.534668
	Iteration 38Q: 3 clusters Score -1020729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1020730.937500 Penalty: 4538.534668
	Iteration 39Q: 3 clusters Score -1020731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1020733.312500 Penalty: 4538.534668
	Iteration 40F: 3 clusters Score -1020733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1020736.562500 Penalty: 4538.534668
	Iteration 41Q: 3 clusters Score -1020737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1020737.687500 Penalty: 4538.534668
	Iteration 42Q: 3 clusters Score -1020738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1020737.375000 Penalty: 4538.534668
	Iteration 43Q: 3 clusters Score -1020737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1020740.937500 Penalty: 4538.534668
	Iteration 44Q: 3 clusters Score -1020741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1020743.062500 Penalty: 4538.534668
	Iteration 45Q: 3 clusters Score -1020743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1020741.875000 Penalty: 4538.534668
	Iteration 46Q: 3 clusters Score -1020742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1020744.250000 Penalty: 4538.534668
	Iteration 47Q: 3 clusters Score -1020744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1020744.937500 Penalty: 4538.534668
	Iteration 48Q: 3 clusters Score -1020745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1020744.562500 Penalty: 4538.534668
	Iteration 49Q: 3 clusters Score -1020745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1020744.562500 Penalty: 4538.534668
	Iteration 50F: 3 clusters Score -1020745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -363294.218750 Penalty: 2009.366333
	Iteration 0F: 2 clusters Score -363294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -359797.937500 Penalty: 4018.732666
	Iteration 0F: 3 clusters Score -359797.9 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -360576.000000 Penalty: 4018.732666
	Iteration 1F: 3 clusters Score -360576 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -360741.000000 Penalty: 4018.732666
	Iteration 2F: 3 clusters Score -360741 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -360847.500000 Penalty: 4018.732666
	Iteration 3Q: 3 clusters Score -360847.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -360939.093750 Penalty: 4018.732666
	Iteration 4Q: 3 clusters Score -360939.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -361009.437500 Penalty: 4018.732666
	Iteration 5Q: 3 clusters Score -361009.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -361086.218750 Penalty: 4018.732666
	Iteration 6Q: 3 clusters Score -361086.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -361169.625000 Penalty: 4018.732666
	Iteration 7Q: 3 clusters Score -361169.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -361256.062500 Penalty: 4018.732666
	Iteration 8Q: 3 clusters Score -361256.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -361328.875000 Penalty: 4018.732666
	Iteration 9Q: 3 clusters Score -361328.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -361415.000000 Penalty: 4018.732666
	Iteration 10Q: 3 clusters Score -361415 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -361523.656250 Penalty: 4018.732666
	Iteration 11Q: 3 clusters Score -361523.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -361616.718750 Penalty: 4018.732666
	Iteration 12Q: 3 clusters Score -361616.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -361709.500000 Penalty: 4018.732666
	Iteration 13Q: 3 clusters Score -361709.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -361796.093750 Penalty: 4018.732666
	Iteration 14Q: 3 clusters Score -361796.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -361877.250000 Penalty: 4018.732666
	Iteration 15Q: 3 clusters Score -361877.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -361926.375000 Penalty: 4018.732666
	Iteration 16Q: 3 clusters Score -361926.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -361960.500000 Penalty: 4018.732666
	Iteration 17Q: 3 clusters Score -361960.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -362001.062500 Penalty: 4018.732666
	Iteration 18Q: 3 clusters Score -362001.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -362030.656250 Penalty: 4018.732666
	Iteration 19Q: 3 clusters Score -362030.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -362053.812500 Penalty: 4018.732666
	Iteration 20F: 3 clusters Score -362053.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -362082.062500 Penalty: 4018.732666
	Iteration 21Q: 3 clusters Score -362082.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -362104.812500 Penalty: 4018.732666
	Iteration 22Q: 3 clusters Score -362104.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -362140.906250 Penalty: 4018.732666
	Iteration 23Q: 3 clusters Score -362140.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -362175.281250 Penalty: 4018.732666
	Iteration 24Q: 3 clusters Score -362175.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -362211.125000 Penalty: 4018.732666
	Iteration 25Q: 3 clusters Score -362211.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -362260.125000 Penalty: 4018.732666
	Iteration 26Q: 3 clusters Score -362260.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -362327.968750 Penalty: 4018.732666
	Iteration 27Q: 3 clusters Score -362328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -362387.437500 Penalty: 4018.732666
	Iteration 28Q: 3 clusters Score -362387.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -362448.312500 Penalty: 4018.732666
	Iteration 29Q: 3 clusters Score -362448.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -362503.656250 Penalty: 4018.732666
	Iteration 30Q: 3 clusters Score -362503.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -362551.187500 Penalty: 4018.732666
	Iteration 31Q: 3 clusters Score -362551.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -362572.031250 Penalty: 4018.732666
	Iteration 32Q: 3 clusters Score -362572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -362585.062500 Penalty: 4018.732666
	Iteration 33Q: 3 clusters Score -362585.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -362593.093750 Penalty: 4018.732666
	Iteration 34Q: 3 clusters Score -362593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -362596.343750 Penalty: 4018.732666
	Iteration 35Q: 3 clusters Score -362596.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -362597.625000 Penalty: 4018.732666
	Iteration 36Q: 3 clusters Score -362597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -362600.750000 Penalty: 4018.732666
	Iteration 37Q: 3 clusters Score -362600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -362602.593750 Penalty: 4018.732666
	Iteration 38Q: 3 clusters Score -362602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -362604.093750 Penalty: 4018.732666
	Iteration 39Q: 3 clusters Score -362604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -362604.812500 Penalty: 4018.732666
	Iteration 40F: 3 clusters Score -362604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -362605.625000 Penalty: 4018.732666
	Iteration 41Q: 3 clusters Score -362605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -362605.625000 Penalty: 4018.732666
	Iteration 42F: 3 clusters Score -362605.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Entering Unmasked Estep 
Score: -1036121.562500 Penalty: 2276.916992
	Iteration 0F: 2 clusters Score -1036122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1028578.875000 Penalty: 4553.833984
	Iteration 0F: 3 clusters Score -1028579 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1030918.500000 Penalty: 4553.833984
	Iteration 1F: 3 clusters Score -1030918 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1031356.062500 Penalty: 4553.833984
	Iteration 2F: 3 clusters Score -1031356 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1031808.687500 Penalty: 4553.833984
	Iteration 3F: 3 clusters Score -1031809 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1032353.375000 Penalty: 4553.833984
	Iteration 4F: 3 clusters Score -1032353 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1032909.062500 Penalty: 4553.833984
	Iteration 5F: 3 clusters Score -1032909 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1033470.250000 Penalty: 4553.833984
	Iteration 6F: 3 clusters Score -1033470 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1033989.812500 Penalty: 4553.833984
	Iteration 7F: 3 clusters Score -1033990 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1034420.812500 Penalty: 4553.833984
	Iteration 8F: 3 clusters Score -1034421 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1034760.562500 Penalty: 4553.833984
	Iteration 9Q: 3 clusters Score -1034761 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1035008.000000 Penalty: 4553.833984
	Iteration 10Q: 3 clusters Score -1035008 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1035147.625000 Penalty: 4553.833984
	Iteration 11Q: 3 clusters Score -1035148 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1035228.625000 Penalty: 4553.833984
	Iteration 12Q: 3 clusters Score -1035229 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1035299.937500 Penalty: 4553.833984
	Iteration 13Q: 3 clusters Score -1035300 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1035348.875000 Penalty: 4553.833984
	Iteration 14Q: 3 clusters Score -1035349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1035370.062500 Penalty: 4553.833984
	Iteration 15Q: 3 clusters Score -1035370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1035381.000000 Penalty: 4553.833984
	Iteration 16Q: 3 clusters Score -1035381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1035391.562500 Penalty: 4553.833984
	Iteration 17Q: 3 clusters Score -1035392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1035393.812500 Penalty: 4553.833984
	Iteration 18Q: 3 clusters Score -1035394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1035393.312500 Penalty: 4553.833984
	Iteration 19Q: 3 clusters Score -1035393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1035397.062500 Penalty: 4553.833984
	Iteration 20F: 3 clusters Score -1035397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1035398.937500 Penalty: 4553.833984
	Iteration 21Q: 3 clusters Score -1035399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1035397.500000 Penalty: 4553.833984
	Iteration 22Q: 3 clusters Score -1035398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1035397.500000 Penalty: 4553.833984
	Iteration 23F: 3 clusters Score -1035398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Entering Unmasked Estep 
Score: -1309990.500000 Penalty: 2333.377686
	Iteration 0F: 2 clusters Score -1309990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1300900.000000 Penalty: 4666.755371
	Iteration 0F: 3 clusters Score -1300900 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1303710.750000 Penalty: 4666.755371
	Iteration 1F: 3 clusters Score -1303711 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1304224.000000 Penalty: 4666.755371
	Iteration 2F: 3 clusters Score -1304224 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1304793.625000 Penalty: 4666.755371
	Iteration 3F: 3 clusters Score -1304794 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1305353.250000 Penalty: 4666.755371
	Iteration 4F: 3 clusters Score -1305353 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1305872.375000 Penalty: 4666.755371
	Iteration 5F: 3 clusters Score -1305872 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1306335.875000 Penalty: 4666.755371
	Iteration 6F: 3 clusters Score -1306336 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1306784.750000 Penalty: 4666.755371
	Iteration 7F: 3 clusters Score -1306785 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1307189.375000 Penalty: 4666.755371
	Iteration 8Q: 3 clusters Score -1307189 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1307543.125000 Penalty: 4666.755371
	Iteration 9Q: 3 clusters Score -1307543 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1307836.375000 Penalty: 4666.755371
	Iteration 10Q: 3 clusters Score -1307836 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1308061.250000 Penalty: 4666.755371
	Iteration 11Q: 3 clusters Score -1308061 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1308252.625000 Penalty: 4666.755371
	Iteration 12Q: 3 clusters Score -1308253 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1308436.375000 Penalty: 4666.755371
	Iteration 13Q: 3 clusters Score -1308436 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1308613.000000 Penalty: 4666.755371
	Iteration 14Q: 3 clusters Score -1308613 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1308741.250000 Penalty: 4666.755371
	Iteration 15Q: 3 clusters Score -1308741 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1308844.375000 Penalty: 4666.755371
	Iteration 16Q: 3 clusters Score -1308844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1308907.375000 Penalty: 4666.755371
	Iteration 17Q: 3 clusters Score -1308907 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1308967.000000 Penalty: 4666.755371
	Iteration 18Q: 3 clusters Score -1308967 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1309018.500000 Penalty: 4666.755371
	Iteration 19Q: 3 clusters Score -1309018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1309070.625000 Penalty: 4666.755371
	Iteration 20F: 3 clusters Score -1309071 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1309108.875000 Penalty: 4666.755371
	Iteration 21Q: 3 clusters Score -1309109 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1309132.125000 Penalty: 4666.755371
	Iteration 22Q: 3 clusters Score -1309132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1309144.375000 Penalty: 4666.755371
	Iteration 23Q: 3 clusters Score -1309144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1309165.250000 Penalty: 4666.755371
	Iteration 24Q: 3 clusters Score -1309165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1309180.750000 Penalty: 4666.755371
	Iteration 25Q: 3 clusters Score -1309181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1309197.625000 Penalty: 4666.755371
	Iteration 26Q: 3 clusters Score -1309198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1309207.875000 Penalty: 4666.755371
	Iteration 27Q: 3 clusters Score -1309208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1309213.875000 Penalty: 4666.755371
	Iteration 28Q: 3 clusters Score -1309214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1309216.875000 Penalty: 4666.755371
	Iteration 29Q: 3 clusters Score -1309217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1309220.500000 Penalty: 4666.755371
	Iteration 30Q: 3 clusters Score -1309220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1309226.625000 Penalty: 4666.755371
	Iteration 31Q: 3 clusters Score -1309227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1309224.875000 Penalty: 4666.755371
	Iteration 32Q: 3 clusters Score -1309225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1309227.750000 Penalty: 4666.755371
	Iteration 33Q: 3 clusters Score -1309228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1309230.875000 Penalty: 4666.755371
	Iteration 34Q: 3 clusters Score -1309231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1309233.750000 Penalty: 4666.755371
	Iteration 35Q: 3 clusters Score -1309234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1309233.125000 Penalty: 4666.755371
	Iteration 36Q: 3 clusters Score -1309233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1309233.500000 Penalty: 4666.755371
	Iteration 37Q: 3 clusters Score -1309234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1309239.875000 Penalty: 4666.755371
	Iteration 38Q: 3 clusters Score -1309240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1309239.250000 Penalty: 4666.755371
	Iteration 39Q: 3 clusters Score -1309239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1309243.125000 Penalty: 4666.755371
	Iteration 40F: 3 clusters Score -1309243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1309245.000000 Penalty: 4666.755371
	Iteration 41Q: 3 clusters Score -1309245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1309244.500000 Penalty: 4666.755371
	Iteration 42Q: 3 clusters Score -1309244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1309243.750000 Penalty: 4666.755371
	Iteration 43Q: 3 clusters Score -1309244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1309242.375000 Penalty: 4666.755371
	Iteration 44Q: 3 clusters Score -1309242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1309242.375000 Penalty: 4666.755371
	Iteration 45F: 3 clusters Score -1309242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -760884.312500 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -760884.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -755180.000000 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -755180 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -756754.500000 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -756754.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -757122.125000 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -757122.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -757523.875000 Penalty: 4381.975586
	Iteration 3F: 3 clusters Score -757523.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -758027.000000 Penalty: 4381.975586
	Iteration 4F: 3 clusters Score -758027 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -758482.000000 Penalty: 4381.975586
	Iteration 5F: 3 clusters Score -758482 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -758822.062500 Penalty: 4381.975586
	Iteration 6F: 3 clusters Score -758822.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -759146.500000 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -759146.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -759450.500000 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -759450.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -759741.875000 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -759741.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -760017.000000 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -760017 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -760204.937500 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -760204.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -760353.687500 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -760353.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -760460.750000 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -760460.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -760503.187500 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -760503.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -760525.125000 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -760525.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -760540.187500 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -760540.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -760549.875000 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -760549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -760555.125000 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -760555.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -760561.312500 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -760561.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -760566.000000 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -760566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -760571.437500 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -760571.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -760579.812500 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -760579.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -760586.312500 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -760586.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -760590.500000 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -760590.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -760598.062500 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -760598.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -760610.000000 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -760610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -760617.375000 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -760617.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -760624.625000 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -760624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -760629.500000 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -760629.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -760632.125000 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -760632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -760632.625000 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -760632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -760636.625000 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -760636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -760637.375000 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -760637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -760641.562500 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -760641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -760643.062500 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -760643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -760647.000000 Penalty: 4381.975586
	Iteration 36Q: 3 clusters Score -760647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -760646.625000 Penalty: 4381.975586
	Iteration 37Q: 3 clusters Score -760646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -760647.625000 Penalty: 4381.975586
	Iteration 38Q: 3 clusters Score -760647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -760648.562500 Penalty: 4381.975586
	Iteration 39Q: 3 clusters Score -760648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -760650.125000 Penalty: 4381.975586
	Iteration 40F: 3 clusters Score -760650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -760651.250000 Penalty: 4381.975586
	Iteration 41Q: 3 clusters Score -760651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -760653.375000 Penalty: 4381.975586
	Iteration 42Q: 3 clusters Score -760653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -760656.937500 Penalty: 4381.975586
	Iteration 43Q: 3 clusters Score -760656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -760657.812500 Penalty: 4381.975586
	Iteration 44Q: 3 clusters Score -760657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -760659.062500 Penalty: 4381.975586
	Iteration 45Q: 3 clusters Score -760659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -760659.062500 Penalty: 4381.975586
	Iteration 46Q: 3 clusters Score -760659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -760659.562500 Penalty: 4381.975586
	Iteration 47Q: 3 clusters Score -760659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -760660.062500 Penalty: 4381.975586
	Iteration 48Q: 3 clusters Score -760660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -760661.187500 Penalty: 4381.975586
	Iteration 49Q: 3 clusters Score -760661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -760661.187500 Penalty: 4381.975586
	Iteration 50F: 3 clusters Score -760661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -81568.437500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -81568.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79806.921875 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -79806.92 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80096.640625 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -80096.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80215.343750 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -80215.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80304.218750 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -80304.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80390.265625 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -80390.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80452.820312 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -80452.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80486.234375 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -80486.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80510.085938 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -80510.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80538.898438 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -80538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80572.835938 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -80572.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80582.390625 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -80582.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80597.195312 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -80597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80608.460938 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -80608.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80628.007812 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -80628.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80654.578125 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -80654.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80708.984375 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -80708.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80768.945312 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -80768.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80795.859375 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -80795.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80821.765625 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -80821.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80856.710938 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -80856.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80881.546875 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -80881.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80899.703125 Penalty: 3332.630615
	Iteration 21Q: 3 clusters Score -80899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80920.031250 Penalty: 3332.630615
	Iteration 22Q: 3 clusters Score -80920.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80929.734375 Penalty: 3332.630615
	Iteration 23Q: 3 clusters Score -80929.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80932.898438 Penalty: 3332.630615
	Iteration 24Q: 3 clusters Score -80932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80932.898438 Penalty: 3332.630615
	Iteration 25F: 3 clusters Score -80932.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -272343.500000 Penalty: 1983.086670
	Iteration 0F: 2 clusters Score -272343.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -269162.343750 Penalty: 3966.173340
	Iteration 0F: 3 clusters Score -269162.3 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -270085.312500 Penalty: 3966.173340
	Iteration 1F: 3 clusters Score -270085.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -270518.312500 Penalty: 3966.173340
	Iteration 2F: 3 clusters Score -270518.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -270857.250000 Penalty: 3966.173340
	Iteration 3F: 3 clusters Score -270857.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -271239.843750 Penalty: 3966.173340
	Iteration 4F: 3 clusters Score -271239.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -271594.531250 Penalty: 3966.173340
	Iteration 5F: 3 clusters Score -271594.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -271865.937500 Penalty: 3966.173340
	Iteration 6F: 3 clusters Score -271865.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271996.437500 Penalty: 3966.173340
	Iteration 7Q: 3 clusters Score -271996.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -272050.187500 Penalty: 3966.173340
	Iteration 8Q: 3 clusters Score -272050.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -272081.968750 Penalty: 3966.173340
	Iteration 9Q: 3 clusters Score -272082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -272112.625000 Penalty: 3966.173340
	Iteration 10Q: 3 clusters Score -272112.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -272132.656250 Penalty: 3966.173340
	Iteration 11Q: 3 clusters Score -272132.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -272152.562500 Penalty: 3966.173340
	Iteration 12Q: 3 clusters Score -272152.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -272169.625000 Penalty: 3966.173340
	Iteration 13Q: 3 clusters Score -272169.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -272191.687500 Penalty: 3966.173340
	Iteration 14Q: 3 clusters Score -272191.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -272209.343750 Penalty: 3966.173340
	Iteration 15Q: 3 clusters Score -272209.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -272223.281250 Penalty: 3966.173340
	Iteration 16Q: 3 clusters Score -272223.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -272234.718750 Penalty: 3966.173340
	Iteration 17Q: 3 clusters Score -272234.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -272251.343750 Penalty: 3966.173340
	Iteration 18Q: 3 clusters Score -272251.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -272264.593750 Penalty: 3966.173340
	Iteration 19Q: 3 clusters Score -272264.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -272280.750000 Penalty: 3966.173340
	Iteration 20F: 3 clusters Score -272280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -272297.375000 Penalty: 3966.173340
	Iteration 21Q: 3 clusters Score -272297.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -272318.781250 Penalty: 3966.173340
	Iteration 22Q: 3 clusters Score -272318.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -272336.750000 Penalty: 3966.173340
	Iteration 23Q: 3 clusters Score -272336.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -272352.906250 Penalty: 3966.173340
	Iteration 24Q: 3 clusters Score -272352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -272360.468750 Penalty: 3966.173340
	Iteration 25Q: 3 clusters Score -272360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -272365.875000 Penalty: 3966.173340
	Iteration 26Q: 3 clusters Score -272365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -272369.125000 Penalty: 3966.173340
	Iteration 27Q: 3 clusters Score -272369.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -272369.687500 Penalty: 3966.173340
	Iteration 28Q: 3 clusters Score -272369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -272370.156250 Penalty: 3966.173340
	Iteration 29Q: 3 clusters Score -272370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -272369.906250 Penalty: 3966.173340
	Iteration 30Q: 3 clusters Score -272369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -272369.906250 Penalty: 3966.173340
	Iteration 31F: 3 clusters Score -272369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27701 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108492 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212463 members 
Mstep: Class 16 contains 23731 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 37868 members 
Mstep: Class 19 contains 128226 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 11564 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 14875 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3302 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2168 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53176 members 
Mstep: Class 45 contains 16572 members 
Mstep: Class 46 contains 40583 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 12945 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24624 members 
Mstep: Class 54 contains 7631 members 
Mstep: Class 55 contains 22505 members 
Mstep: Class 56 contains 15307 members 
Mstep: Class 57 contains 1233 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4812 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27929 members 
Mstep: Class 66 contains 802 members 
Entering Unmasked Estep 
Score: -139295840.000000 Penalty: 230321.296875
Splitting cluster 39 changes total score from -139297344.000000 to -139295840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (8200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Entering Unmasked Estep 
Score: -851752.937500 Penalty: 2234.948486
	Iteration 0F: 2 clusters Score -851752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -845342.000000 Penalty: 4469.896973
	Iteration 0F: 3 clusters Score -845342 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -847360.437500 Penalty: 4469.896973
	Iteration 1F: 3 clusters Score -847360.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -847924.312500 Penalty: 4469.896973
	Iteration 2F: 3 clusters Score -847924.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -848481.500000 Penalty: 4469.896973
	Iteration 3F: 3 clusters Score -848481.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -849015.250000 Penalty: 4469.896973
	Iteration 4F: 3 clusters Score -849015.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -849613.937500 Penalty: 4469.896973
	Iteration 5F: 3 clusters Score -849613.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -850041.062500 Penalty: 4469.896973
	Iteration 6F: 3 clusters Score -850041.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -850348.500000 Penalty: 4469.896973
	Iteration 7Q: 3 clusters Score -850348.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -850547.000000 Penalty: 4469.896973
	Iteration 8Q: 3 clusters Score -850547 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -850714.500000 Penalty: 4469.896973
	Iteration 9Q: 3 clusters Score -850714.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -850868.812500 Penalty: 4469.896973
	Iteration 10Q: 3 clusters Score -850868.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -850991.812500 Penalty: 4469.896973
	Iteration 11Q: 3 clusters Score -850991.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -851089.375000 Penalty: 4469.896973
	Iteration 12Q: 3 clusters Score -851089.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -851168.000000 Penalty: 4469.896973
	Iteration 13Q: 3 clusters Score -851168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -851221.750000 Penalty: 4469.896973
	Iteration 14Q: 3 clusters Score -851221.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -851260.937500 Penalty: 4469.896973
	Iteration 15Q: 3 clusters Score -851260.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -851283.562500 Penalty: 4469.896973
	Iteration 16Q: 3 clusters Score -851283.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -851298.937500 Penalty: 4469.896973
	Iteration 17Q: 3 clusters Score -851298.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -851308.187500 Penalty: 4469.896973
	Iteration 18Q: 3 clusters Score -851308.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -851319.750000 Penalty: 4469.896973
	Iteration 19Q: 3 clusters Score -851319.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -851334.250000 Penalty: 4469.896973
	Iteration 20F: 3 clusters Score -851334.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -851347.750000 Penalty: 4469.896973
	Iteration 21Q: 3 clusters Score -851347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -851353.625000 Penalty: 4469.896973
	Iteration 22Q: 3 clusters Score -851353.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -851361.812500 Penalty: 4469.896973
	Iteration 23Q: 3 clusters Score -851361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -851361.062500 Penalty: 4469.896973
	Iteration 24Q: 3 clusters Score -851361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -851361.062500 Penalty: 4469.896973
	Iteration 25F: 3 clusters Score -851361.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -32996.730469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32996.73 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 171 members 
Entering Unmasked Estep 
Score: -31668.533203 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31668.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31755.300781 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31769.613281 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31769.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31783.433594 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31783.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31797.980469 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31797.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31803.945312 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -31803.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31803.945312 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -31803.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Entering Unmasked Estep 
Score: -949778.750000 Penalty: 2258.310547
	Iteration 0F: 2 clusters Score -949778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -942698.812500 Penalty: 4516.621094
	Iteration 0F: 3 clusters Score -942698.8 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -944760.125000 Penalty: 4516.621094
	Iteration 1F: 3 clusters Score -944760.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -945136.062500 Penalty: 4516.621094
	Iteration 2F: 3 clusters Score -945136.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -945426.687500 Penalty: 4516.621094
	Iteration 3F: 3 clusters Score -945426.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -945696.062500 Penalty: 4516.621094
	Iteration 4Q: 3 clusters Score -945696.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -945951.125000 Penalty: 4516.621094
	Iteration 5Q: 3 clusters Score -945951.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -946176.375000 Penalty: 4516.621094
	Iteration 6Q: 3 clusters Score -946176.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -946365.875000 Penalty: 4516.621094
	Iteration 7Q: 3 clusters Score -946365.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -946539.812500 Penalty: 4516.621094
	Iteration 8Q: 3 clusters Score -946539.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -946735.500000 Penalty: 4516.621094
	Iteration 9Q: 3 clusters Score -946735.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -946916.000000 Penalty: 4516.621094
	Iteration 10Q: 3 clusters Score -946916 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -947105.125000 Penalty: 4516.621094
	Iteration 11Q: 3 clusters Score -947105.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -947295.562500 Penalty: 4516.621094
	Iteration 12Q: 3 clusters Score -947295.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -947475.750000 Penalty: 4516.621094
	Iteration 13Q: 3 clusters Score -947475.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -947679.875000 Penalty: 4516.621094
	Iteration 14Q: 3 clusters Score -947679.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -947848.312500 Penalty: 4516.621094
	Iteration 15Q: 3 clusters Score -947848.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -948006.500000 Penalty: 4516.621094
	Iteration 16Q: 3 clusters Score -948006.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -948142.562500 Penalty: 4516.621094
	Iteration 17Q: 3 clusters Score -948142.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -948256.875000 Penalty: 4516.621094
	Iteration 18Q: 3 clusters Score -948256.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -948426.562500 Penalty: 4516.621094
	Iteration 19Q: 3 clusters Score -948426.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -948631.250000 Penalty: 4516.621094
	Iteration 20F: 3 clusters Score -948631.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -948828.687500 Penalty: 4516.621094
	Iteration 21Q: 3 clusters Score -948828.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -948974.187500 Penalty: 4516.621094
	Iteration 22Q: 3 clusters Score -948974.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -949093.937500 Penalty: 4516.621094
	Iteration 23Q: 3 clusters Score -949093.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -949198.187500 Penalty: 4516.621094
	Iteration 24Q: 3 clusters Score -949198.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -949289.375000 Penalty: 4516.621094
	Iteration 25Q: 3 clusters Score -949289.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -949364.125000 Penalty: 4516.621094
	Iteration 26Q: 3 clusters Score -949364.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -949440.625000 Penalty: 4516.621094
	Iteration 27Q: 3 clusters Score -949440.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -949505.625000 Penalty: 4516.621094
	Iteration 28Q: 3 clusters Score -949505.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -949551.437500 Penalty: 4516.621094
	Iteration 29Q: 3 clusters Score -949551.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -949585.562500 Penalty: 4516.621094
	Iteration 30Q: 3 clusters Score -949585.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -949625.812500 Penalty: 4516.621094
	Iteration 31Q: 3 clusters Score -949625.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -949654.437500 Penalty: 4516.621094
	Iteration 32Q: 3 clusters Score -949654.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -949687.812500 Penalty: 4516.621094
	Iteration 33Q: 3 clusters Score -949687.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -949708.500000 Penalty: 4516.621094
	Iteration 34Q: 3 clusters Score -949708.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -949738.812500 Penalty: 4516.621094
	Iteration 35Q: 3 clusters Score -949738.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -949751.625000 Penalty: 4516.621094
	Iteration 36Q: 3 clusters Score -949751.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -949767.750000 Penalty: 4516.621094
	Iteration 37Q: 3 clusters Score -949767.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -949786.937500 Penalty: 4516.621094
	Iteration 38Q: 3 clusters Score -949786.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -949792.875000 Penalty: 4516.621094
	Iteration 39Q: 3 clusters Score -949792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -949865.000000 Penalty: 4516.621094
	Iteration 40F: 3 clusters Score -949865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -949922.875000 Penalty: 4516.621094
	Iteration 41Q: 3 clusters Score -949922.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -949959.812500 Penalty: 4516.621094
	Iteration 42Q: 3 clusters Score -949959.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -949985.750000 Penalty: 4516.621094
	Iteration 43Q: 3 clusters Score -949985.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -950009.687500 Penalty: 4516.621094
	Iteration 44Q: 3 clusters Score -950009.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -950026.750000 Penalty: 4516.621094
	Iteration 45Q: 3 clusters Score -950026.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -950037.875000 Penalty: 4516.621094
	Iteration 46Q: 3 clusters Score -950037.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -950046.437500 Penalty: 4516.621094
	Iteration 47Q: 3 clusters Score -950046.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -950050.500000 Penalty: 4516.621094
	Iteration 48Q: 3 clusters Score -950050.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -950059.000000 Penalty: 4516.621094
	Iteration 49Q: 3 clusters Score -950059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -950063.812500 Penalty: 4516.621094
	Iteration 50Q: 3 clusters Score -950063.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -950069.937500 Penalty: 4516.621094
	Iteration 51Q: 3 clusters Score -950069.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -950077.312500 Penalty: 4516.621094
	Iteration 52Q: 3 clusters Score -950077.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -950082.500000 Penalty: 4516.621094
	Iteration 53Q: 3 clusters Score -950082.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -950089.125000 Penalty: 4516.621094
	Iteration 54Q: 3 clusters Score -950089.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -950096.187500 Penalty: 4516.621094
	Iteration 55Q: 3 clusters Score -950096.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -950097.687500 Penalty: 4516.621094
	Iteration 56Q: 3 clusters Score -950097.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -950102.812500 Penalty: 4516.621094
	Iteration 57Q: 3 clusters Score -950102.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -950107.875000 Penalty: 4516.621094
	Iteration 58Q: 3 clusters Score -950107.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -950112.125000 Penalty: 4516.621094
	Iteration 59Q: 3 clusters Score -950112.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -950118.875000 Penalty: 4516.621094
	Iteration 60F: 3 clusters Score -950118.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -950121.625000 Penalty: 4516.621094
	Iteration 61Q: 3 clusters Score -950121.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -950126.312500 Penalty: 4516.621094
	Iteration 62Q: 3 clusters Score -950126.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -950132.437500 Penalty: 4516.621094
	Iteration 63Q: 3 clusters Score -950132.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -950142.687500 Penalty: 4516.621094
	Iteration 64Q: 3 clusters Score -950142.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -950153.375000 Penalty: 4516.621094
	Iteration 65Q: 3 clusters Score -950153.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -950162.812500 Penalty: 4516.621094
	Iteration 66Q: 3 clusters Score -950162.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -950170.250000 Penalty: 4516.621094
	Iteration 67Q: 3 clusters Score -950170.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -950179.062500 Penalty: 4516.621094
	Iteration 68Q: 3 clusters Score -950179.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -950179.750000 Penalty: 4516.621094
	Iteration 69Q: 3 clusters Score -950179.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -950185.125000 Penalty: 4516.621094
	Iteration 70Q: 3 clusters Score -950185.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -950191.500000 Penalty: 4516.621094
	Iteration 71Q: 3 clusters Score -950191.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -950195.500000 Penalty: 4516.621094
	Iteration 72Q: 3 clusters Score -950195.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -950199.187500 Penalty: 4516.621094
	Iteration 73Q: 3 clusters Score -950199.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -950207.687500 Penalty: 4516.621094
	Iteration 74Q: 3 clusters Score -950207.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -950212.937500 Penalty: 4516.621094
	Iteration 75Q: 3 clusters Score -950212.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -950215.875000 Penalty: 4516.621094
	Iteration 76Q: 3 clusters Score -950215.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -950218.500000 Penalty: 4516.621094
	Iteration 77Q: 3 clusters Score -950218.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -950219.937500 Penalty: 4516.621094
	Iteration 78Q: 3 clusters Score -950219.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -950223.625000 Penalty: 4516.621094
	Iteration 79Q: 3 clusters Score -950223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -950226.187500 Penalty: 4516.621094
	Iteration 80F: 3 clusters Score -950226.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -950229.375000 Penalty: 4516.621094
	Iteration 81Q: 3 clusters Score -950229.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -950234.000000 Penalty: 4516.621094
	Iteration 82Q: 3 clusters Score -950234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -950235.812500 Penalty: 4516.621094
	Iteration 83Q: 3 clusters Score -950235.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -950236.687500 Penalty: 4516.621094
	Iteration 84Q: 3 clusters Score -950236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -950238.187500 Penalty: 4516.621094
	Iteration 85Q: 3 clusters Score -950238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -950241.937500 Penalty: 4516.621094
	Iteration 86Q: 3 clusters Score -950241.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -950246.312500 Penalty: 4516.621094
	Iteration 87Q: 3 clusters Score -950246.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -950251.062500 Penalty: 4516.621094
	Iteration 88Q: 3 clusters Score -950251.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -950253.437500 Penalty: 4516.621094
	Iteration 89Q: 3 clusters Score -950253.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -950254.937500 Penalty: 4516.621094
	Iteration 90Q: 3 clusters Score -950254.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -950260.500000 Penalty: 4516.621094
	Iteration 91Q: 3 clusters Score -950260.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -950269.500000 Penalty: 4516.621094
	Iteration 92Q: 3 clusters Score -950269.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -950276.312500 Penalty: 4516.621094
	Iteration 93Q: 3 clusters Score -950276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -950278.125000 Penalty: 4516.621094
	Iteration 94Q: 3 clusters Score -950278.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -950279.812500 Penalty: 4516.621094
	Iteration 95Q: 3 clusters Score -950279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -950288.062500 Penalty: 4516.621094
	Iteration 96Q: 3 clusters Score -950288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -950290.062500 Penalty: 4516.621094
	Iteration 97Q: 3 clusters Score -950290.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -950290.812500 Penalty: 4516.621094
	Iteration 98Q: 3 clusters Score -950290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -950290.750000 Penalty: 4516.621094
	Iteration 99Q: 3 clusters Score -950290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -950291.812500 Penalty: 4516.621094
	Iteration 100F: 3 clusters Score -950291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -950290.125000 Penalty: 4516.621094
	Iteration 101Q: 3 clusters Score -950290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -950291.937500 Penalty: 4516.621094
	Iteration 102Q: 3 clusters Score -950291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -950294.375000 Penalty: 4516.621094
	Iteration 103Q: 3 clusters Score -950294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -950293.187500 Penalty: 4516.621094
	Iteration 104Q: 3 clusters Score -950293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -950297.687500 Penalty: 4516.621094
	Iteration 105Q: 3 clusters Score -950297.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -950299.812500 Penalty: 4516.621094
	Iteration 106Q: 3 clusters Score -950299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -950302.875000 Penalty: 4516.621094
	Iteration 107Q: 3 clusters Score -950302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -950303.312500 Penalty: 4516.621094
	Iteration 108Q: 3 clusters Score -950303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -950304.312500 Penalty: 4516.621094
	Iteration 109Q: 3 clusters Score -950304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -950304.312500 Penalty: 4516.621094
	Iteration 110F: 3 clusters Score -950304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27701 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108492 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212463 members 
Mstep: Class 16 contains 23731 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 37868 members 
Mstep: Class 19 contains 128226 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 11564 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 14875 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3302 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2970 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 4823 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53176 members 
Mstep: Class 45 contains 16572 members 
Mstep: Class 46 contains 40583 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 12945 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24624 members 
Mstep: Class 54 contains 7631 members 
Mstep: Class 55 contains 22505 members 
Mstep: Class 56 contains 15307 members 
Mstep: Class 57 contains 1233 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4812 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27929 members 
Mstep: Class 66 contains 4187 members 
Entering Unmasked Estep 
Score: -139296848.000000 Penalty: 230321.296875
Splitting cluster 42 changes total score from -139297344.000000 to -139296848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (7154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Entering Unmasked Estep 
Score: -756865.687500 Penalty: 2201.105957
	Iteration 0F: 2 clusters Score -756865.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -751045.187500 Penalty: 4402.211914
	Iteration 0F: 3 clusters Score -751045.2 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -752592.125000 Penalty: 4402.211914
	Iteration 1F: 3 clusters Score -752592.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -752913.875000 Penalty: 4402.211914
	Iteration 2F: 3 clusters Score -752913.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -753195.312500 Penalty: 4402.211914
	Iteration 3F: 3 clusters Score -753195.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -753540.562500 Penalty: 4402.211914
	Iteration 4F: 3 clusters Score -753540.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -753984.312500 Penalty: 4402.211914
	Iteration 5F: 3 clusters Score -753984.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -754481.812500 Penalty: 4402.211914
	Iteration 6F: 3 clusters Score -754481.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -754991.750000 Penalty: 4402.211914
	Iteration 7F: 3 clusters Score -754991.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -755426.625000 Penalty: 4402.211914
	Iteration 8F: 3 clusters Score -755426.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -755772.125000 Penalty: 4402.211914
	Iteration 9Q: 3 clusters Score -755772.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -755991.500000 Penalty: 4402.211914
	Iteration 10Q: 3 clusters Score -755991.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -756134.062500 Penalty: 4402.211914
	Iteration 11Q: 3 clusters Score -756134.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -756210.687500 Penalty: 4402.211914
	Iteration 12Q: 3 clusters Score -756210.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -756250.562500 Penalty: 4402.211914
	Iteration 13Q: 3 clusters Score -756250.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -756272.687500 Penalty: 4402.211914
	Iteration 14Q: 3 clusters Score -756272.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -756281.437500 Penalty: 4402.211914
	Iteration 15Q: 3 clusters Score -756281.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -756287.250000 Penalty: 4402.211914
	Iteration 16Q: 3 clusters Score -756287.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -756291.000000 Penalty: 4402.211914
	Iteration 17Q: 3 clusters Score -756291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -756291.750000 Penalty: 4402.211914
	Iteration 18Q: 3 clusters Score -756291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -756293.562500 Penalty: 4402.211914
	Iteration 19Q: 3 clusters Score -756293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -756293.187500 Penalty: 4402.211914
	Iteration 20F: 3 clusters Score -756293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -756292.937500 Penalty: 4402.211914
	Iteration 21Q: 3 clusters Score -756292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -756293.312500 Penalty: 4402.211914
	Iteration 22Q: 3 clusters Score -756293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -756293.562500 Penalty: 4402.211914
	Iteration 23Q: 3 clusters Score -756293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -756295.125000 Penalty: 4402.211914
	Iteration 24Q: 3 clusters Score -756295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -756295.250000 Penalty: 4402.211914
	Iteration 25Q: 3 clusters Score -756295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -756296.937500 Penalty: 4402.211914
	Iteration 26Q: 3 clusters Score -756296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -756297.125000 Penalty: 4402.211914
	Iteration 27Q: 3 clusters Score -756297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -756296.250000 Penalty: 4402.211914
	Iteration 28Q: 3 clusters Score -756296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -756298.250000 Penalty: 4402.211914
	Iteration 29Q: 3 clusters Score -756298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -756298.250000 Penalty: 4402.211914
	Iteration 30F: 3 clusters Score -756298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (53176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Entering Unmasked Estep 
Score: -6053048.500000 Penalty: 2698.578125
	Iteration 0F: 2 clusters Score -6053048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -6017317.000000 Penalty: 5397.156250
	Iteration 0F: 3 clusters Score -6017317 nChanged 24561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -6030701.500000 Penalty: 5397.156250
	Iteration 1F: 3 clusters Score -6030702 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -6031287.500000 Penalty: 5397.156250
	Iteration 2Q: 3 clusters Score -6031288 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -6031809.500000 Penalty: 5397.156250
	Iteration 3Q: 3 clusters Score -6031810 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -6032279.000000 Penalty: 5397.156250
	Iteration 4Q: 3 clusters Score -6032279 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -6032768.500000 Penalty: 5397.156250
	Iteration 5Q: 3 clusters Score -6032768 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -6033283.000000 Penalty: 5397.156250
	Iteration 6Q: 3 clusters Score -6033283 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -6033836.500000 Penalty: 5397.156250
	Iteration 7Q: 3 clusters Score -6033836 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -6034537.500000 Penalty: 5397.156250
	Iteration 8Q: 3 clusters Score -6034538 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -6035274.000000 Penalty: 5397.156250
	Iteration 9Q: 3 clusters Score -6035274 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -6035998.500000 Penalty: 5397.156250
	Iteration 10Q: 3 clusters Score -6035998 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -6036642.500000 Penalty: 5397.156250
	Iteration 11Q: 3 clusters Score -6036642 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -6037231.000000 Penalty: 5397.156250
	Iteration 12Q: 3 clusters Score -6037231 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -6037802.500000 Penalty: 5397.156250
	Iteration 13Q: 3 clusters Score -6037802 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -6038340.000000 Penalty: 5397.156250
	Iteration 14Q: 3 clusters Score -6038340 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -6038856.500000 Penalty: 5397.156250
	Iteration 15Q: 3 clusters Score -6038856 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -6039375.500000 Penalty: 5397.156250
	Iteration 16Q: 3 clusters Score -6039376 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6040075.000000 Penalty: 5397.156250
	Iteration 17Q: 3 clusters Score -6040075 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -6040788.500000 Penalty: 5397.156250
	Iteration 18Q: 3 clusters Score -6040788 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -6041492.000000 Penalty: 5397.156250
	Iteration 19Q: 3 clusters Score -6041492 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -6041962.000000 Penalty: 5397.156250
	Iteration 20F: 3 clusters Score -6041962 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -6042271.000000 Penalty: 5397.156250
	Iteration 21Q: 3 clusters Score -6042271 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -6042456.000000 Penalty: 5397.156250
	Iteration 22Q: 3 clusters Score -6042456 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -6042603.500000 Penalty: 5397.156250
	Iteration 23Q: 3 clusters Score -6042604 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -6042712.500000 Penalty: 5397.156250
	Iteration 24Q: 3 clusters Score -6042712 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -6042858.500000 Penalty: 5397.156250
	Iteration 25Q: 3 clusters Score -6042858 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -6042985.000000 Penalty: 5397.156250
	Iteration 26Q: 3 clusters Score -6042985 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -6043181.000000 Penalty: 5397.156250
	Iteration 27Q: 3 clusters Score -6043181 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -6043351.000000 Penalty: 5397.156250
	Iteration 28Q: 3 clusters Score -6043351 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -6043630.000000 Penalty: 5397.156250
	Iteration 29Q: 3 clusters Score -6043630 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -6043833.500000 Penalty: 5397.156250
	Iteration 30Q: 3 clusters Score -6043834 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -6044041.000000 Penalty: 5397.156250
	Iteration 31Q: 3 clusters Score -6044041 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -6044319.500000 Penalty: 5397.156250
	Iteration 32Q: 3 clusters Score -6044320 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -6044591.500000 Penalty: 5397.156250
	Iteration 33Q: 3 clusters Score -6044592 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -6044923.500000 Penalty: 5397.156250
	Iteration 34Q: 3 clusters Score -6044924 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -6045277.000000 Penalty: 5397.156250
	Iteration 35Q: 3 clusters Score -6045277 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -6045621.000000 Penalty: 5397.156250
	Iteration 36Q: 3 clusters Score -6045621 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -6046006.500000 Penalty: 5397.156250
	Iteration 37Q: 3 clusters Score -6046006 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -6046411.000000 Penalty: 5397.156250
	Iteration 38Q: 3 clusters Score -6046411 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -6046844.500000 Penalty: 5397.156250
	Iteration 39Q: 3 clusters Score -6046844 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -6047255.000000 Penalty: 5397.156250
	Iteration 40F: 3 clusters Score -6047255 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -6047667.000000 Penalty: 5397.156250
	Iteration 41Q: 3 clusters Score -6047667 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -6048005.000000 Penalty: 5397.156250
	Iteration 42Q: 3 clusters Score -6048005 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -6048387.500000 Penalty: 5397.156250
	Iteration 43Q: 3 clusters Score -6048388 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -6048731.000000 Penalty: 5397.156250
	Iteration 44Q: 3 clusters Score -6048731 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -6049023.000000 Penalty: 5397.156250
	Iteration 45Q: 3 clusters Score -6049023 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6049245.500000 Penalty: 5397.156250
	Iteration 46Q: 3 clusters Score -6049246 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6049471.000000 Penalty: 5397.156250
	Iteration 47Q: 3 clusters Score -6049471 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6049683.000000 Penalty: 5397.156250
	Iteration 48Q: 3 clusters Score -6049683 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6049835.500000 Penalty: 5397.156250
	Iteration 49Q: 3 clusters Score -6049836 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6049993.500000 Penalty: 5397.156250
	Iteration 50Q: 3 clusters Score -6049994 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6050115.500000 Penalty: 5397.156250
	Iteration 51Q: 3 clusters Score -6050116 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6050220.000000 Penalty: 5397.156250
	Iteration 52Q: 3 clusters Score -6050220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6050298.000000 Penalty: 5397.156250
	Iteration 53Q: 3 clusters Score -6050298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6050355.500000 Penalty: 5397.156250
	Iteration 54Q: 3 clusters Score -6050356 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6050417.500000 Penalty: 5397.156250
	Iteration 55Q: 3 clusters Score -6050418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6050474.500000 Penalty: 5397.156250
	Iteration 56Q: 3 clusters Score -6050474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6050513.500000 Penalty: 5397.156250
	Iteration 57Q: 3 clusters Score -6050514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6050555.500000 Penalty: 5397.156250
	Iteration 58Q: 3 clusters Score -6050556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6050593.000000 Penalty: 5397.156250
	Iteration 59Q: 3 clusters Score -6050593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6050617.000000 Penalty: 5397.156250
	Iteration 60F: 3 clusters Score -6050617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6050639.000000 Penalty: 5397.156250
	Iteration 61Q: 3 clusters Score -6050639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6050643.000000 Penalty: 5397.156250
	Iteration 62Q: 3 clusters Score -6050643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6050651.500000 Penalty: 5397.156250
	Iteration 63Q: 3 clusters Score -6050652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6050663.000000 Penalty: 5397.156250
	Iteration 64Q: 3 clusters Score -6050663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6050666.000000 Penalty: 5397.156250
	Iteration 65Q: 3 clusters Score -6050666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6050670.000000 Penalty: 5397.156250
	Iteration 66Q: 3 clusters Score -6050670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6050683.000000 Penalty: 5397.156250
	Iteration 67Q: 3 clusters Score -6050683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6050698.000000 Penalty: 5397.156250
	Iteration 68Q: 3 clusters Score -6050698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6050708.500000 Penalty: 5397.156250
	Iteration 69Q: 3 clusters Score -6050708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6050717.000000 Penalty: 5397.156250
	Iteration 70Q: 3 clusters Score -6050717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6050728.000000 Penalty: 5397.156250
	Iteration 71Q: 3 clusters Score -6050728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6050739.500000 Penalty: 5397.156250
	Iteration 72Q: 3 clusters Score -6050740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6050744.500000 Penalty: 5397.156250
	Iteration 73Q: 3 clusters Score -6050744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6050750.000000 Penalty: 5397.156250
	Iteration 74Q: 3 clusters Score -6050750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6050747.000000 Penalty: 5397.156250
	Iteration 75Q: 3 clusters Score -6050747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6050739.500000 Penalty: 5397.156250
	Iteration 76Q: 3 clusters Score -6050740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6050746.000000 Penalty: 5397.156250
	Iteration 77Q: 3 clusters Score -6050746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6050759.000000 Penalty: 5397.156250
	Iteration 78Q: 3 clusters Score -6050759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6050763.500000 Penalty: 5397.156250
	Iteration 79Q: 3 clusters Score -6050764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6050767.500000 Penalty: 5397.156250
	Iteration 80F: 3 clusters Score -6050768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6050771.000000 Penalty: 5397.156250
	Iteration 81Q: 3 clusters Score -6050771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6050773.000000 Penalty: 5397.156250
	Iteration 82Q: 3 clusters Score -6050773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6050769.500000 Penalty: 5397.156250
	Iteration 83Q: 3 clusters Score -6050770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6050769.500000 Penalty: 5397.156250
	Iteration 84F: 3 clusters Score -6050770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Entering Unmasked Estep 
Score: -1878075.500000 Penalty: 2409.436523
	Iteration 0F: 2 clusters Score -1878076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1866268.625000 Penalty: 4818.873047
	Iteration 0F: 3 clusters Score -1866269 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1870073.375000 Penalty: 4818.873047
	Iteration 1F: 3 clusters Score -1870073 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1870405.625000 Penalty: 4818.873047
	Iteration 2F: 3 clusters Score -1870406 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1870685.625000 Penalty: 4818.873047
	Iteration 3Q: 3 clusters Score -1870686 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1870946.000000 Penalty: 4818.873047
	Iteration 4Q: 3 clusters Score -1870946 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1871206.875000 Penalty: 4818.873047
	Iteration 5Q: 3 clusters Score -1871207 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1871517.125000 Penalty: 4818.873047
	Iteration 6Q: 3 clusters Score -1871517 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1871922.875000 Penalty: 4818.873047
	Iteration 7Q: 3 clusters Score -1871923 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1872438.500000 Penalty: 4818.873047
	Iteration 8F: 3 clusters Score -1872438 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1873111.375000 Penalty: 4818.873047
	Iteration 9F: 3 clusters Score -1873111 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1873866.375000 Penalty: 4818.873047
	Iteration 10F: 3 clusters Score -1873866 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1874517.750000 Penalty: 4818.873047
	Iteration 11Q: 3 clusters Score -1874518 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1875056.125000 Penalty: 4818.873047
	Iteration 12Q: 3 clusters Score -1875056 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1875453.375000 Penalty: 4818.873047
	Iteration 13Q: 3 clusters Score -1875453 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1875679.375000 Penalty: 4818.873047
	Iteration 14Q: 3 clusters Score -1875679 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1875799.875000 Penalty: 4818.873047
	Iteration 15Q: 3 clusters Score -1875800 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1875860.750000 Penalty: 4818.873047
	Iteration 16Q: 3 clusters Score -1875861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1875897.000000 Penalty: 4818.873047
	Iteration 17Q: 3 clusters Score -1875897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1875914.375000 Penalty: 4818.873047
	Iteration 18Q: 3 clusters Score -1875914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1875935.250000 Penalty: 4818.873047
	Iteration 19Q: 3 clusters Score -1875935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1875946.625000 Penalty: 4818.873047
	Iteration 20F: 3 clusters Score -1875947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1875960.875000 Penalty: 4818.873047
	Iteration 21Q: 3 clusters Score -1875961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1875969.625000 Penalty: 4818.873047
	Iteration 22Q: 3 clusters Score -1875970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1875982.750000 Penalty: 4818.873047
	Iteration 23Q: 3 clusters Score -1875983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1875987.500000 Penalty: 4818.873047
	Iteration 24Q: 3 clusters Score -1875988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1875990.250000 Penalty: 4818.873047
	Iteration 25Q: 3 clusters Score -1875990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1875991.000000 Penalty: 4818.873047
	Iteration 26Q: 3 clusters Score -1875991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1875993.250000 Penalty: 4818.873047
	Iteration 27Q: 3 clusters Score -1875993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1875994.500000 Penalty: 4818.873047
	Iteration 28Q: 3 clusters Score -1875994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1875996.375000 Penalty: 4818.873047
	Iteration 29Q: 3 clusters Score -1875996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1875996.625000 Penalty: 4818.873047
	Iteration 30Q: 3 clusters Score -1875997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1875996.625000 Penalty: 4818.873047
	Iteration 31F: 3 clusters Score -1875997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (40583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Entering Unmasked Estep 
Score: -4606881.000000 Penalty: 2631.553955
	Iteration 0F: 2 clusters Score -4606881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4579283.000000 Penalty: 5263.107910
	Iteration 0F: 3 clusters Score -4579283 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4589456.000000 Penalty: 5263.107910
	Iteration 1F: 3 clusters Score -4589456 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4589999.000000 Penalty: 5263.107910
	Iteration 2Q: 3 clusters Score -4589999 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4590595.000000 Penalty: 5263.107910
	Iteration 3Q: 3 clusters Score -4590595 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4591401.000000 Penalty: 5263.107910
	Iteration 4Q: 3 clusters Score -4591401 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -4592404.000000 Penalty: 5263.107910
	Iteration 5F: 3 clusters Score -4592404 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -4593665.000000 Penalty: 5263.107910
	Iteration 6F: 3 clusters Score -4593665 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4595158.500000 Penalty: 5263.107910
	Iteration 7F: 3 clusters Score -4595158 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4596588.000000 Penalty: 5263.107910
	Iteration 8F: 3 clusters Score -4596588 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4597901.000000 Penalty: 5263.107910
	Iteration 9F: 3 clusters Score -4597901 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4599085.000000 Penalty: 5263.107910
	Iteration 10Q: 3 clusters Score -4599085 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4600140.000000 Penalty: 5263.107910
	Iteration 11Q: 3 clusters Score -4600140 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4601251.000000 Penalty: 5263.107910
	Iteration 12Q: 3 clusters Score -4601251 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -4602235.500000 Penalty: 5263.107910
	Iteration 13Q: 3 clusters Score -4602236 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -4603021.000000 Penalty: 5263.107910
	Iteration 14Q: 3 clusters Score -4603021 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -4603641.500000 Penalty: 5263.107910
	Iteration 15Q: 3 clusters Score -4603642 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -4604086.500000 Penalty: 5263.107910
	Iteration 16Q: 3 clusters Score -4604086 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -4604319.000000 Penalty: 5263.107910
	Iteration 17Q: 3 clusters Score -4604319 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -4604444.000000 Penalty: 5263.107910
	Iteration 18Q: 3 clusters Score -4604444 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4604513.500000 Penalty: 5263.107910
	Iteration 19Q: 3 clusters Score -4604514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -4604560.000000 Penalty: 5263.107910
	Iteration 20F: 3 clusters Score -4604560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -4604582.500000 Penalty: 5263.107910
	Iteration 21Q: 3 clusters Score -4604582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -4604605.500000 Penalty: 5263.107910
	Iteration 22Q: 3 clusters Score -4604606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -4604619.500000 Penalty: 5263.107910
	Iteration 23Q: 3 clusters Score -4604620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -4604629.500000 Penalty: 5263.107910
	Iteration 24Q: 3 clusters Score -4604630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -4604639.500000 Penalty: 5263.107910
	Iteration 25Q: 3 clusters Score -4604640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -4604644.500000 Penalty: 5263.107910
	Iteration 26Q: 3 clusters Score -4604644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -4604644.000000 Penalty: 5263.107910
	Iteration 27Q: 3 clusters Score -4604644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -4604649.500000 Penalty: 5263.107910
	Iteration 28Q: 3 clusters Score -4604650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -4604648.000000 Penalty: 5263.107910
	Iteration 29Q: 3 clusters Score -4604648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -4604648.000000 Penalty: 5263.107910
	Iteration 30F: 3 clusters Score -4604648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (13957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Entering Unmasked Estep 
Score: -1540095.875000 Penalty: 2366.846680
	Iteration 0F: 2 clusters Score -1540096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1529930.125000 Penalty: 4733.693359
	Iteration 0F: 3 clusters Score -1529930 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1533217.250000 Penalty: 4733.693359
	Iteration 1F: 3 clusters Score -1533217 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1533637.625000 Penalty: 4733.693359
	Iteration 2F: 3 clusters Score -1533638 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1534004.875000 Penalty: 4733.693359
	Iteration 3F: 3 clusters Score -1534005 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1534330.500000 Penalty: 4733.693359
	Iteration 4Q: 3 clusters Score -1534330 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1534586.250000 Penalty: 4733.693359
	Iteration 5Q: 3 clusters Score -1534586 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1534797.625000 Penalty: 4733.693359
	Iteration 6Q: 3 clusters Score -1534798 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1534952.000000 Penalty: 4733.693359
	Iteration 7Q: 3 clusters Score -1534952 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1535086.625000 Penalty: 4733.693359
	Iteration 8Q: 3 clusters Score -1535087 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1535238.875000 Penalty: 4733.693359
	Iteration 9Q: 3 clusters Score -1535239 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1535380.250000 Penalty: 4733.693359
	Iteration 10Q: 3 clusters Score -1535380 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1535533.125000 Penalty: 4733.693359
	Iteration 11Q: 3 clusters Score -1535533 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1535737.500000 Penalty: 4733.693359
	Iteration 12Q: 3 clusters Score -1535738 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1535960.500000 Penalty: 4733.693359
	Iteration 13Q: 3 clusters Score -1535960 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1536288.250000 Penalty: 4733.693359
	Iteration 14Q: 3 clusters Score -1536288 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1536682.625000 Penalty: 4733.693359
	Iteration 15Q: 3 clusters Score -1536683 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1537073.125000 Penalty: 4733.693359
	Iteration 16Q: 3 clusters Score -1537073 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1537392.250000 Penalty: 4733.693359
	Iteration 17Q: 3 clusters Score -1537392 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1537641.000000 Penalty: 4733.693359
	Iteration 18Q: 3 clusters Score -1537641 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1537862.875000 Penalty: 4733.693359
	Iteration 19Q: 3 clusters Score -1537863 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1538045.000000 Penalty: 4733.693359
	Iteration 20F: 3 clusters Score -1538045 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1538182.875000 Penalty: 4733.693359
	Iteration 21Q: 3 clusters Score -1538183 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1538327.000000 Penalty: 4733.693359
	Iteration 22Q: 3 clusters Score -1538327 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1538465.000000 Penalty: 4733.693359
	Iteration 23Q: 3 clusters Score -1538465 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1538612.500000 Penalty: 4733.693359
	Iteration 24Q: 3 clusters Score -1538612 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1538740.125000 Penalty: 4733.693359
	Iteration 25Q: 3 clusters Score -1538740 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1538856.625000 Penalty: 4733.693359
	Iteration 26Q: 3 clusters Score -1538857 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1538948.375000 Penalty: 4733.693359
	Iteration 27Q: 3 clusters Score -1538948 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1539032.125000 Penalty: 4733.693359
	Iteration 28Q: 3 clusters Score -1539032 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1539104.875000 Penalty: 4733.693359
	Iteration 29Q: 3 clusters Score -1539105 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1539169.625000 Penalty: 4733.693359
	Iteration 30Q: 3 clusters Score -1539170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1539242.125000 Penalty: 4733.693359
	Iteration 31Q: 3 clusters Score -1539242 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1539302.500000 Penalty: 4733.693359
	Iteration 32Q: 3 clusters Score -1539302 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1539369.250000 Penalty: 4733.693359
	Iteration 33Q: 3 clusters Score -1539369 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1539411.875000 Penalty: 4733.693359
	Iteration 34Q: 3 clusters Score -1539412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1539455.375000 Penalty: 4733.693359
	Iteration 35Q: 3 clusters Score -1539455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1539498.125000 Penalty: 4733.693359
	Iteration 36Q: 3 clusters Score -1539498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1539528.750000 Penalty: 4733.693359
	Iteration 37Q: 3 clusters Score -1539529 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1539559.000000 Penalty: 4733.693359
	Iteration 38Q: 3 clusters Score -1539559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1539578.875000 Penalty: 4733.693359
	Iteration 39Q: 3 clusters Score -1539579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1539633.250000 Penalty: 4733.693359
	Iteration 40F: 3 clusters Score -1539633 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1539669.625000 Penalty: 4733.693359
	Iteration 41Q: 3 clusters Score -1539670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1539701.375000 Penalty: 4733.693359
	Iteration 42Q: 3 clusters Score -1539701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1539723.750000 Penalty: 4733.693359
	Iteration 43Q: 3 clusters Score -1539724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1539738.375000 Penalty: 4733.693359
	Iteration 44Q: 3 clusters Score -1539738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1539744.625000 Penalty: 4733.693359
	Iteration 45Q: 3 clusters Score -1539745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1539749.625000 Penalty: 4733.693359
	Iteration 46Q: 3 clusters Score -1539750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1539762.000000 Penalty: 4733.693359
	Iteration 47Q: 3 clusters Score -1539762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1539769.750000 Penalty: 4733.693359
	Iteration 48Q: 3 clusters Score -1539770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1539768.625000 Penalty: 4733.693359
	Iteration 49Q: 3 clusters Score -1539769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1539775.750000 Penalty: 4733.693359
	Iteration 50Q: 3 clusters Score -1539776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1539782.000000 Penalty: 4733.693359
	Iteration 51Q: 3 clusters Score -1539782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1539787.125000 Penalty: 4733.693359
	Iteration 52Q: 3 clusters Score -1539787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1539794.750000 Penalty: 4733.693359
	Iteration 53Q: 3 clusters Score -1539795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1539796.500000 Penalty: 4733.693359
	Iteration 54Q: 3 clusters Score -1539796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1539804.875000 Penalty: 4733.693359
	Iteration 55Q: 3 clusters Score -1539805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1539811.125000 Penalty: 4733.693359
	Iteration 56Q: 3 clusters Score -1539811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1539814.375000 Penalty: 4733.693359
	Iteration 57Q: 3 clusters Score -1539814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1539819.500000 Penalty: 4733.693359
	Iteration 58Q: 3 clusters Score -1539820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1539824.375000 Penalty: 4733.693359
	Iteration 59Q: 3 clusters Score -1539824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1539827.375000 Penalty: 4733.693359
	Iteration 60F: 3 clusters Score -1539827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1539829.125000 Penalty: 4733.693359
	Iteration 61Q: 3 clusters Score -1539829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1539835.750000 Penalty: 4733.693359
	Iteration 62Q: 3 clusters Score -1539836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1539845.125000 Penalty: 4733.693359
	Iteration 63Q: 3 clusters Score -1539845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1539847.250000 Penalty: 4733.693359
	Iteration 64Q: 3 clusters Score -1539847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1539848.875000 Penalty: 4733.693359
	Iteration 65Q: 3 clusters Score -1539849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1539853.500000 Penalty: 4733.693359
	Iteration 66Q: 3 clusters Score -1539854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1539854.250000 Penalty: 4733.693359
	Iteration 67Q: 3 clusters Score -1539854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1539854.250000 Penalty: 4733.693359
	Iteration 68Q: 3 clusters Score -1539854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1539859.000000 Penalty: 4733.693359
	Iteration 69Q: 3 clusters Score -1539859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1539857.750000 Penalty: 4733.693359
	Iteration 70Q: 3 clusters Score -1539858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1539859.625000 Penalty: 4733.693359
	Iteration 71Q: 3 clusters Score -1539860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1539861.000000 Penalty: 4733.693359
	Iteration 72Q: 3 clusters Score -1539861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1539859.250000 Penalty: 4733.693359
	Iteration 73Q: 3 clusters Score -1539859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1539860.000000 Penalty: 4733.693359
	Iteration 74Q: 3 clusters Score -1539860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1539863.875000 Penalty: 4733.693359
	Iteration 75Q: 3 clusters Score -1539864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1539863.750000 Penalty: 4733.693359
	Iteration 76Q: 3 clusters Score -1539864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1539862.375000 Penalty: 4733.693359
	Iteration 77Q: 3 clusters Score -1539862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1539862.125000 Penalty: 4733.693359
	Iteration 78Q: 3 clusters Score -1539862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1539863.000000 Penalty: 4733.693359
	Iteration 79Q: 3 clusters Score -1539863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1539864.125000 Penalty: 4733.693359
	Iteration 80F: 3 clusters Score -1539864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Entering Unmasked Estep 
Score: -1451381.375000 Penalty: 2348.179199
	Iteration 0F: 2 clusters Score -1451381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1441884.875000 Penalty: 4696.358398
	Iteration 0F: 3 clusters Score -1441885 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1445026.000000 Penalty: 4696.358398
	Iteration 1F: 3 clusters Score -1445026 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1445568.125000 Penalty: 4696.358398
	Iteration 2F: 3 clusters Score -1445568 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1446103.000000 Penalty: 4696.358398
	Iteration 3F: 3 clusters Score -1446103 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1446715.500000 Penalty: 4696.358398
	Iteration 4F: 3 clusters Score -1446716 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1447371.000000 Penalty: 4696.358398
	Iteration 5F: 3 clusters Score -1447371 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1448076.500000 Penalty: 4696.358398
	Iteration 6F: 3 clusters Score -1448076 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1448755.625000 Penalty: 4696.358398
	Iteration 7F: 3 clusters Score -1448756 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1449290.375000 Penalty: 4696.358398
	Iteration 8Q: 3 clusters Score -1449290 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1449679.125000 Penalty: 4696.358398
	Iteration 9Q: 3 clusters Score -1449679 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1449934.250000 Penalty: 4696.358398
	Iteration 10Q: 3 clusters Score -1449934 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1450162.125000 Penalty: 4696.358398
	Iteration 11Q: 3 clusters Score -1450162 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1450393.750000 Penalty: 4696.358398
	Iteration 12Q: 3 clusters Score -1450394 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1450536.250000 Penalty: 4696.358398
	Iteration 13Q: 3 clusters Score -1450536 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1450626.375000 Penalty: 4696.358398
	Iteration 14Q: 3 clusters Score -1450626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1450675.625000 Penalty: 4696.358398
	Iteration 15Q: 3 clusters Score -1450676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1450699.750000 Penalty: 4696.358398
	Iteration 16Q: 3 clusters Score -1450700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1450721.875000 Penalty: 4696.358398
	Iteration 17Q: 3 clusters Score -1450722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1450737.625000 Penalty: 4696.358398
	Iteration 18Q: 3 clusters Score -1450738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1450750.625000 Penalty: 4696.358398
	Iteration 19Q: 3 clusters Score -1450751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1450747.750000 Penalty: 4696.358398
	Iteration 20F: 3 clusters Score -1450748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1450764.625000 Penalty: 4696.358398
	Iteration 21Q: 3 clusters Score -1450765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1450773.750000 Penalty: 4696.358398
	Iteration 22Q: 3 clusters Score -1450774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1450773.625000 Penalty: 4696.358398
	Iteration 23Q: 3 clusters Score -1450774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1450779.375000 Penalty: 4696.358398
	Iteration 24Q: 3 clusters Score -1450779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1450781.250000 Penalty: 4696.358398
	Iteration 25Q: 3 clusters Score -1450781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1450784.875000 Penalty: 4696.358398
	Iteration 26Q: 3 clusters Score -1450785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1450786.500000 Penalty: 4696.358398
	Iteration 27Q: 3 clusters Score -1450786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1450791.750000 Penalty: 4696.358398
	Iteration 28Q: 3 clusters Score -1450792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1450791.125000 Penalty: 4696.358398
	Iteration 29Q: 3 clusters Score -1450791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1450794.125000 Penalty: 4696.358398
	Iteration 30Q: 3 clusters Score -1450794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1450794.750000 Penalty: 4696.358398
	Iteration 31Q: 3 clusters Score -1450795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1450797.375000 Penalty: 4696.358398
	Iteration 32Q: 3 clusters Score -1450797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1450798.500000 Penalty: 4696.358398
	Iteration 33Q: 3 clusters Score -1450798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1450797.750000 Penalty: 4696.358398
	Iteration 34Q: 3 clusters Score -1450798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1450797.125000 Penalty: 4696.358398
	Iteration 35Q: 3 clusters Score -1450797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1450798.250000 Penalty: 4696.358398
	Iteration 36Q: 3 clusters Score -1450798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1450797.375000 Penalty: 4696.358398
	Iteration 37Q: 3 clusters Score -1450797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1450796.375000 Penalty: 4696.358398
	Iteration 38Q: 3 clusters Score -1450796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1450796.750000 Penalty: 4696.358398
	Iteration 39Q: 3 clusters Score -1450797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1450796.125000 Penalty: 4696.358398
	Iteration 40F: 3 clusters Score -1450796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -360709.656250 Penalty: 2034.487305
	Iteration 0F: 2 clusters Score -360709.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -357021.593750 Penalty: 4068.974609
	Iteration 0F: 3 clusters Score -357021.6 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -358035.468750 Penalty: 4068.974609
	Iteration 1F: 3 clusters Score -358035.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -358493.406250 Penalty: 4068.974609
	Iteration 2F: 3 clusters Score -358493.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -358886.218750 Penalty: 4068.974609
	Iteration 3F: 3 clusters Score -358886.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -359160.812500 Penalty: 4068.974609
	Iteration 4F: 3 clusters Score -359160.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -359335.750000 Penalty: 4068.974609
	Iteration 5F: 3 clusters Score -359335.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -359480.218750 Penalty: 4068.974609
	Iteration 6Q: 3 clusters Score -359480.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -359612.906250 Penalty: 4068.974609
	Iteration 7Q: 3 clusters Score -359612.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -359700.812500 Penalty: 4068.974609
	Iteration 8Q: 3 clusters Score -359700.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -359768.125000 Penalty: 4068.974609
	Iteration 9Q: 3 clusters Score -359768.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -359829.031250 Penalty: 4068.974609
	Iteration 10Q: 3 clusters Score -359829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -359877.750000 Penalty: 4068.974609
	Iteration 11Q: 3 clusters Score -359877.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -359898.875000 Penalty: 4068.974609
	Iteration 12Q: 3 clusters Score -359898.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -359917.843750 Penalty: 4068.974609
	Iteration 13Q: 3 clusters Score -359917.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -359943.718750 Penalty: 4068.974609
	Iteration 14Q: 3 clusters Score -359943.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -359961.750000 Penalty: 4068.974609
	Iteration 15Q: 3 clusters Score -359961.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -359974.656250 Penalty: 4068.974609
	Iteration 16Q: 3 clusters Score -359974.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -359988.031250 Penalty: 4068.974609
	Iteration 17Q: 3 clusters Score -359988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -359998.093750 Penalty: 4068.974609
	Iteration 18Q: 3 clusters Score -359998.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -360007.593750 Penalty: 4068.974609
	Iteration 19Q: 3 clusters Score -360007.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -360015.406250 Penalty: 4068.974609
	Iteration 20F: 3 clusters Score -360015.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -360023.093750 Penalty: 4068.974609
	Iteration 21Q: 3 clusters Score -360023.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -360030.968750 Penalty: 4068.974609
	Iteration 22Q: 3 clusters Score -360031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -360037.406250 Penalty: 4068.974609
	Iteration 23Q: 3 clusters Score -360037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -360041.562500 Penalty: 4068.974609
	Iteration 24Q: 3 clusters Score -360041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -360046.062500 Penalty: 4068.974609
	Iteration 25Q: 3 clusters Score -360046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -360050.875000 Penalty: 4068.974609
	Iteration 26Q: 3 clusters Score -360050.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -360053.812500 Penalty: 4068.974609
	Iteration 27Q: 3 clusters Score -360053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -360059.062500 Penalty: 4068.974609
	Iteration 28Q: 3 clusters Score -360059.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -360065.281250 Penalty: 4068.974609
	Iteration 29Q: 3 clusters Score -360065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -360071.687500 Penalty: 4068.974609
	Iteration 30Q: 3 clusters Score -360071.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -360080.437500 Penalty: 4068.974609
	Iteration 31Q: 3 clusters Score -360080.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -360083.906250 Penalty: 4068.974609
	Iteration 32Q: 3 clusters Score -360083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -360085.406250 Penalty: 4068.974609
	Iteration 33Q: 3 clusters Score -360085.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -360087.000000 Penalty: 4068.974609
	Iteration 34Q: 3 clusters Score -360087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -360087.562500 Penalty: 4068.974609
	Iteration 35Q: 3 clusters Score -360087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -360088.531250 Penalty: 4068.974609
	Iteration 36Q: 3 clusters Score -360088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -360089.593750 Penalty: 4068.974609
	Iteration 37Q: 3 clusters Score -360089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -360089.875000 Penalty: 4068.974609
	Iteration 38Q: 3 clusters Score -360089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -360089.625000 Penalty: 4068.974609
	Iteration 39Q: 3 clusters Score -360089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -360090.406250 Penalty: 4068.974609
	Iteration 40F: 3 clusters Score -360090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -360091.875000 Penalty: 4068.974609
	Iteration 41Q: 3 clusters Score -360091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -360095.156250 Penalty: 4068.974609
	Iteration 42Q: 3 clusters Score -360095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -360096.437500 Penalty: 4068.974609
	Iteration 43Q: 3 clusters Score -360096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -360097.906250 Penalty: 4068.974609
	Iteration 44Q: 3 clusters Score -360097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -360098.687500 Penalty: 4068.974609
	Iteration 45Q: 3 clusters Score -360098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -360099.250000 Penalty: 4068.974609
	Iteration 46Q: 3 clusters Score -360099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -360100.656250 Penalty: 4068.974609
	Iteration 47Q: 3 clusters Score -360100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -360102.875000 Penalty: 4068.974609
	Iteration 48Q: 3 clusters Score -360102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -360104.843750 Penalty: 4068.974609
	Iteration 49Q: 3 clusters Score -360104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -360105.531250 Penalty: 4068.974609
	Iteration 50Q: 3 clusters Score -360105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -360108.031250 Penalty: 4068.974609
	Iteration 51Q: 3 clusters Score -360108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -360109.625000 Penalty: 4068.974609
	Iteration 52Q: 3 clusters Score -360109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -360109.843750 Penalty: 4068.974609
	Iteration 53Q: 3 clusters Score -360109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -360110.656250 Penalty: 4068.974609
	Iteration 54Q: 3 clusters Score -360110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -360113.593750 Penalty: 4068.974609
	Iteration 55Q: 3 clusters Score -360113.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -360116.562500 Penalty: 4068.974609
	Iteration 56Q: 3 clusters Score -360116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -360118.093750 Penalty: 4068.974609
	Iteration 57Q: 3 clusters Score -360118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -360118.562500 Penalty: 4068.974609
	Iteration 58Q: 3 clusters Score -360118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -360120.343750 Penalty: 4068.974609
	Iteration 59Q: 3 clusters Score -360120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -360121.312500 Penalty: 4068.974609
	Iteration 60F: 3 clusters Score -360121.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Entering Unmasked Estep 
Score: -783500.187500 Penalty: 2190.879395
	Iteration 0F: 2 clusters Score -783500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -777769.062500 Penalty: 4381.758789
	Iteration 0F: 3 clusters Score -777769.1 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -779264.062500 Penalty: 4381.758789
	Iteration 1F: 3 clusters Score -779264.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -779474.250000 Penalty: 4381.758789
	Iteration 2F: 3 clusters Score -779474.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -779611.687500 Penalty: 4381.758789
	Iteration 3Q: 3 clusters Score -779611.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -779723.312500 Penalty: 4381.758789
	Iteration 4Q: 3 clusters Score -779723.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -779824.750000 Penalty: 4381.758789
	Iteration 5Q: 3 clusters Score -779824.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -779923.875000 Penalty: 4381.758789
	Iteration 6Q: 3 clusters Score -779923.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -780018.187500 Penalty: 4381.758789
	Iteration 7Q: 3 clusters Score -780018.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -780144.562500 Penalty: 4381.758789
	Iteration 8Q: 3 clusters Score -780144.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -780284.000000 Penalty: 4381.758789
	Iteration 9Q: 3 clusters Score -780284 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -780453.812500 Penalty: 4381.758789
	Iteration 10Q: 3 clusters Score -780453.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -780648.625000 Penalty: 4381.758789
	Iteration 11Q: 3 clusters Score -780648.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -780828.937500 Penalty: 4381.758789
	Iteration 12Q: 3 clusters Score -780828.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -780965.125000 Penalty: 4381.758789
	Iteration 13Q: 3 clusters Score -780965.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -781095.000000 Penalty: 4381.758789
	Iteration 14Q: 3 clusters Score -781095 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -781183.062500 Penalty: 4381.758789
	Iteration 15Q: 3 clusters Score -781183.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -781258.000000 Penalty: 4381.758789
	Iteration 16Q: 3 clusters Score -781258 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -781340.500000 Penalty: 4381.758789
	Iteration 17Q: 3 clusters Score -781340.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -781410.187500 Penalty: 4381.758789
	Iteration 18Q: 3 clusters Score -781410.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -781453.625000 Penalty: 4381.758789
	Iteration 19Q: 3 clusters Score -781453.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -781474.562500 Penalty: 4381.758789
	Iteration 20F: 3 clusters Score -781474.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -781491.937500 Penalty: 4381.758789
	Iteration 21Q: 3 clusters Score -781491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -781505.687500 Penalty: 4381.758789
	Iteration 22Q: 3 clusters Score -781505.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -781520.312500 Penalty: 4381.758789
	Iteration 23Q: 3 clusters Score -781520.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -781531.187500 Penalty: 4381.758789
	Iteration 24Q: 3 clusters Score -781531.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -781545.187500 Penalty: 4381.758789
	Iteration 25Q: 3 clusters Score -781545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -781553.500000 Penalty: 4381.758789
	Iteration 26Q: 3 clusters Score -781553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -781560.062500 Penalty: 4381.758789
	Iteration 27Q: 3 clusters Score -781560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -781562.000000 Penalty: 4381.758789
	Iteration 28Q: 3 clusters Score -781562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -781565.187500 Penalty: 4381.758789
	Iteration 29Q: 3 clusters Score -781565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -781565.187500 Penalty: 4381.758789
	Iteration 30F: 3 clusters Score -781565.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -342122.343750 Penalty: 2038.993408
	Iteration 0F: 2 clusters Score -342122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -338441.218750 Penalty: 4077.986816
	Iteration 0F: 3 clusters Score -338441.2 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -339372.937500 Penalty: 4077.986816
	Iteration 1F: 3 clusters Score -339372.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -339756.750000 Penalty: 4077.986816
	Iteration 2F: 3 clusters Score -339756.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -340113.968750 Penalty: 4077.986816
	Iteration 3F: 3 clusters Score -340114 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -340386.781250 Penalty: 4077.986816
	Iteration 4F: 3 clusters Score -340386.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -340575.687500 Penalty: 4077.986816
	Iteration 5F: 3 clusters Score -340575.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -340714.781250 Penalty: 4077.986816
	Iteration 6Q: 3 clusters Score -340714.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -340813.625000 Penalty: 4077.986816
	Iteration 7Q: 3 clusters Score -340813.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -340916.281250 Penalty: 4077.986816
	Iteration 8Q: 3 clusters Score -340916.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -341003.062500 Penalty: 4077.986816
	Iteration 9Q: 3 clusters Score -341003.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -341064.687500 Penalty: 4077.986816
	Iteration 10Q: 3 clusters Score -341064.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -341104.281250 Penalty: 4077.986816
	Iteration 11Q: 3 clusters Score -341104.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -341132.312500 Penalty: 4077.986816
	Iteration 12Q: 3 clusters Score -341132.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -341147.062500 Penalty: 4077.986816
	Iteration 13Q: 3 clusters Score -341147.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -341156.062500 Penalty: 4077.986816
	Iteration 14Q: 3 clusters Score -341156.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -341160.500000 Penalty: 4077.986816
	Iteration 15Q: 3 clusters Score -341160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -341164.968750 Penalty: 4077.986816
	Iteration 16Q: 3 clusters Score -341165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -341169.656250 Penalty: 4077.986816
	Iteration 17Q: 3 clusters Score -341169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -341178.187500 Penalty: 4077.986816
	Iteration 18Q: 3 clusters Score -341178.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -341186.875000 Penalty: 4077.986816
	Iteration 19Q: 3 clusters Score -341186.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -341194.875000 Penalty: 4077.986816
	Iteration 20F: 3 clusters Score -341194.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -341202.656250 Penalty: 4077.986816
	Iteration 21Q: 3 clusters Score -341202.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -341205.937500 Penalty: 4077.986816
	Iteration 22Q: 3 clusters Score -341205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -341208.625000 Penalty: 4077.986816
	Iteration 23Q: 3 clusters Score -341208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -341209.875000 Penalty: 4077.986816
	Iteration 24Q: 3 clusters Score -341209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -341210.781250 Penalty: 4077.986816
	Iteration 25Q: 3 clusters Score -341210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -341211.875000 Penalty: 4077.986816
	Iteration 26Q: 3 clusters Score -341211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -341211.968750 Penalty: 4077.986816
	Iteration 27Q: 3 clusters Score -341212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -341213.906250 Penalty: 4077.986816
	Iteration 28Q: 3 clusters Score -341213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -341215.906250 Penalty: 4077.986816
	Iteration 29Q: 3 clusters Score -341215.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -341217.468750 Penalty: 4077.986816
	Iteration 30Q: 3 clusters Score -341217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -341218.781250 Penalty: 4077.986816
	Iteration 31Q: 3 clusters Score -341218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -341219.531250 Penalty: 4077.986816
	Iteration 32Q: 3 clusters Score -341219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -341220.687500 Penalty: 4077.986816
	Iteration 33Q: 3 clusters Score -341220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -341221.031250 Penalty: 4077.986816
	Iteration 34Q: 3 clusters Score -341221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -341221.875000 Penalty: 4077.986816
	Iteration 35Q: 3 clusters Score -341221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -341222.156250 Penalty: 4077.986816
	Iteration 36Q: 3 clusters Score -341222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -341222.156250 Penalty: 4077.986816
	Iteration 37F: 3 clusters Score -341222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -413067.281250 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -413067.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -409311.562500 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -409311.6 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -410358.218750 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -410358.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -410707.250000 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -410707.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -410992.406250 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -410992.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -411252.531250 Penalty: 4093.471680
	Iteration 4F: 3 clusters Score -411252.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -411475.718750 Penalty: 4093.471680
	Iteration 5F: 3 clusters Score -411475.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -411635.593750 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -411635.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -411740.781250 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -411740.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -411809.406250 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -411809.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -411875.812500 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -411875.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -411920.750000 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -411920.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -411949.093750 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -411949.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -411964.687500 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -411964.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -411974.093750 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -411974.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -411984.500000 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -411984.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -411992.093750 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -411992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -411995.093750 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -411995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -411997.968750 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -411998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -411999.687500 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -411999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -412001.375000 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -412001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -412002.468750 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -412002.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -412003.937500 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -412003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -412008.562500 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -412008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -412012.125000 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -412012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -412013.000000 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -412013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -412014.343750 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -412014.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -412016.562500 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -412016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -412016.562500 Penalty: 4093.471680
	Iteration 27F: 3 clusters Score -412016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Entering Unmasked Estep 
Score: -2563837.750000 Penalty: 2507.646240
	Iteration 0F: 2 clusters Score -2563838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2546750.250000 Penalty: 5015.292480
	Iteration 0F: 3 clusters Score -2546750 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2552935.750000 Penalty: 5015.292480
	Iteration 1F: 3 clusters Score -2552936 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2553514.500000 Penalty: 5015.292480
	Iteration 2F: 3 clusters Score -2553514 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2554133.750000 Penalty: 5015.292480
	Iteration 3F: 3 clusters Score -2554134 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2554806.000000 Penalty: 5015.292480
	Iteration 4F: 3 clusters Score -2554806 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2555646.250000 Penalty: 5015.292480
	Iteration 5F: 3 clusters Score -2555646 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2556618.500000 Penalty: 5015.292480
	Iteration 6F: 3 clusters Score -2556618 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2557660.000000 Penalty: 5015.292480
	Iteration 7F: 3 clusters Score -2557660 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2558752.000000 Penalty: 5015.292480
	Iteration 8F: 3 clusters Score -2558752 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2559651.500000 Penalty: 5015.292480
	Iteration 9Q: 3 clusters Score -2559652 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2560332.250000 Penalty: 5015.292480
	Iteration 10Q: 3 clusters Score -2560332 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2560801.000000 Penalty: 5015.292480
	Iteration 11Q: 3 clusters Score -2560801 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2561188.750000 Penalty: 5015.292480
	Iteration 12Q: 3 clusters Score -2561189 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2561534.750000 Penalty: 5015.292480
	Iteration 13Q: 3 clusters Score -2561535 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2561794.250000 Penalty: 5015.292480
	Iteration 14Q: 3 clusters Score -2561794 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2561991.000000 Penalty: 5015.292480
	Iteration 15Q: 3 clusters Score -2561991 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2562160.500000 Penalty: 5015.292480
	Iteration 16Q: 3 clusters Score -2562160 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2562318.750000 Penalty: 5015.292480
	Iteration 17Q: 3 clusters Score -2562319 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2562437.750000 Penalty: 5015.292480
	Iteration 18Q: 3 clusters Score -2562438 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2562515.000000 Penalty: 5015.292480
	Iteration 19Q: 3 clusters Score -2562515 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2562576.750000 Penalty: 5015.292480
	Iteration 20F: 3 clusters Score -2562577 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2562615.000000 Penalty: 5015.292480
	Iteration 21Q: 3 clusters Score -2562615 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2562640.000000 Penalty: 5015.292480
	Iteration 22Q: 3 clusters Score -2562640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2562656.750000 Penalty: 5015.292480
	Iteration 23Q: 3 clusters Score -2562657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2562675.500000 Penalty: 5015.292480
	Iteration 24Q: 3 clusters Score -2562676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2562694.750000 Penalty: 5015.292480
	Iteration 25Q: 3 clusters Score -2562695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2562704.000000 Penalty: 5015.292480
	Iteration 26Q: 3 clusters Score -2562704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2562718.750000 Penalty: 5015.292480
	Iteration 27Q: 3 clusters Score -2562719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2562720.500000 Penalty: 5015.292480
	Iteration 28Q: 3 clusters Score -2562720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2562722.000000 Penalty: 5015.292480
	Iteration 29Q: 3 clusters Score -2562722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2562735.750000 Penalty: 5015.292480
	Iteration 30Q: 3 clusters Score -2562736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2562737.250000 Penalty: 5015.292480
	Iteration 31Q: 3 clusters Score -2562737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2562749.500000 Penalty: 5015.292480
	Iteration 32Q: 3 clusters Score -2562750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2562748.750000 Penalty: 5015.292480
	Iteration 33Q: 3 clusters Score -2562749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2562755.250000 Penalty: 5015.292480
	Iteration 34Q: 3 clusters Score -2562755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2562758.250000 Penalty: 5015.292480
	Iteration 35Q: 3 clusters Score -2562758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2562762.250000 Penalty: 5015.292480
	Iteration 36Q: 3 clusters Score -2562762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2562765.000000 Penalty: 5015.292480
	Iteration 37Q: 3 clusters Score -2562765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2562770.250000 Penalty: 5015.292480
	Iteration 38Q: 3 clusters Score -2562770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2562771.500000 Penalty: 5015.292480
	Iteration 39Q: 3 clusters Score -2562772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2562776.000000 Penalty: 5015.292480
	Iteration 40F: 3 clusters Score -2562776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2562770.500000 Penalty: 5015.292480
	Iteration 41Q: 3 clusters Score -2562770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2562771.250000 Penalty: 5015.292480
	Iteration 42Q: 3 clusters Score -2562771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2562771.000000 Penalty: 5015.292480
	Iteration 43Q: 3 clusters Score -2562771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2562777.000000 Penalty: 5015.292480
	Iteration 44Q: 3 clusters Score -2562777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2562781.000000 Penalty: 5015.292480
	Iteration 45Q: 3 clusters Score -2562781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2562773.750000 Penalty: 5015.292480
	Iteration 46Q: 3 clusters Score -2562774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2562779.000000 Penalty: 5015.292480
	Iteration 47Q: 3 clusters Score -2562779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2562775.750000 Penalty: 5015.292480
	Iteration 48Q: 3 clusters Score -2562776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2562781.000000 Penalty: 5015.292480
	Iteration 49Q: 3 clusters Score -2562781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2562779.000000 Penalty: 5015.292480
	Iteration 50Q: 3 clusters Score -2562779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2562781.000000 Penalty: 5015.292480
	Iteration 51Q: 3 clusters Score -2562781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2562780.750000 Penalty: 5015.292480
	Iteration 52Q: 3 clusters Score -2562781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2562779.000000 Penalty: 5015.292480
	Iteration 53Q: 3 clusters Score -2562779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2562779.000000 Penalty: 5015.292480
	Iteration 54F: 3 clusters Score -2562779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -848408.187500 Penalty: 2217.113525
	Iteration 0F: 2 clusters Score -848408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -842178.312500 Penalty: 4434.227051
	Iteration 0F: 3 clusters Score -842178.3 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -843958.812500 Penalty: 4434.227051
	Iteration 1F: 3 clusters Score -843958.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -844275.687500 Penalty: 4434.227051
	Iteration 2F: 3 clusters Score -844275.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -844511.437500 Penalty: 4434.227051
	Iteration 3F: 3 clusters Score -844511.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -844752.125000 Penalty: 4434.227051
	Iteration 4Q: 3 clusters Score -844752.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -845049.437500 Penalty: 4434.227051
	Iteration 5Q: 3 clusters Score -845049.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -845404.000000 Penalty: 4434.227051
	Iteration 6F: 3 clusters Score -845404 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -845831.562500 Penalty: 4434.227051
	Iteration 7F: 3 clusters Score -845831.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -846287.312500 Penalty: 4434.227051
	Iteration 8F: 3 clusters Score -846287.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -846718.250000 Penalty: 4434.227051
	Iteration 9F: 3 clusters Score -846718.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -847082.500000 Penalty: 4434.227051
	Iteration 10Q: 3 clusters Score -847082.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -847359.375000 Penalty: 4434.227051
	Iteration 11Q: 3 clusters Score -847359.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -847556.812500 Penalty: 4434.227051
	Iteration 12Q: 3 clusters Score -847556.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -847677.625000 Penalty: 4434.227051
	Iteration 13Q: 3 clusters Score -847677.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -847751.750000 Penalty: 4434.227051
	Iteration 14Q: 3 clusters Score -847751.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -847794.062500 Penalty: 4434.227051
	Iteration 15Q: 3 clusters Score -847794.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -847827.312500 Penalty: 4434.227051
	Iteration 16Q: 3 clusters Score -847827.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -847846.250000 Penalty: 4434.227051
	Iteration 17Q: 3 clusters Score -847846.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -847857.187500 Penalty: 4434.227051
	Iteration 18Q: 3 clusters Score -847857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -847864.187500 Penalty: 4434.227051
	Iteration 19Q: 3 clusters Score -847864.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -847872.312500 Penalty: 4434.227051
	Iteration 20F: 3 clusters Score -847872.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -847876.312500 Penalty: 4434.227051
	Iteration 21Q: 3 clusters Score -847876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -847880.812500 Penalty: 4434.227051
	Iteration 22Q: 3 clusters Score -847880.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -847885.062500 Penalty: 4434.227051
	Iteration 23Q: 3 clusters Score -847885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -847889.937500 Penalty: 4434.227051
	Iteration 24Q: 3 clusters Score -847889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -847892.125000 Penalty: 4434.227051
	Iteration 25Q: 3 clusters Score -847892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -847896.000000 Penalty: 4434.227051
	Iteration 26Q: 3 clusters Score -847896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -847899.000000 Penalty: 4434.227051
	Iteration 27Q: 3 clusters Score -847899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -847900.500000 Penalty: 4434.227051
	Iteration 28Q: 3 clusters Score -847900.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -847902.937500 Penalty: 4434.227051
	Iteration 29Q: 3 clusters Score -847902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -847903.312500 Penalty: 4434.227051
	Iteration 30Q: 3 clusters Score -847903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -847903.312500 Penalty: 4434.227051
	Iteration 31F: 3 clusters Score -847903.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (22505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Entering Unmasked Estep 
Score: -2585576.250000 Penalty: 2485.330322
	Iteration 0F: 2 clusters Score -2585576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2569872.250000 Penalty: 4970.660645
	Iteration 0F: 3 clusters Score -2569872 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2575152.750000 Penalty: 4970.660645
	Iteration 1F: 3 clusters Score -2575153 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2575514.000000 Penalty: 4970.660645
	Iteration 2Q: 3 clusters Score -2575514 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2575821.000000 Penalty: 4970.660645
	Iteration 3Q: 3 clusters Score -2575821 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2576107.500000 Penalty: 4970.660645
	Iteration 4Q: 3 clusters Score -2576108 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2576420.500000 Penalty: 4970.660645
	Iteration 5Q: 3 clusters Score -2576420 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2576788.250000 Penalty: 4970.660645
	Iteration 6Q: 3 clusters Score -2576788 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2577224.250000 Penalty: 4970.660645
	Iteration 7Q: 3 clusters Score -2577224 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2577886.250000 Penalty: 4970.660645
	Iteration 8Q: 3 clusters Score -2577886 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2578760.000000 Penalty: 4970.660645
	Iteration 9F: 3 clusters Score -2578760 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2579835.250000 Penalty: 4970.660645
	Iteration 10F: 3 clusters Score -2579835 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2580968.000000 Penalty: 4970.660645
	Iteration 11F: 3 clusters Score -2580968 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2581970.500000 Penalty: 4970.660645
	Iteration 12Q: 3 clusters Score -2581970 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2582592.000000 Penalty: 4970.660645
	Iteration 13Q: 3 clusters Score -2582592 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2582937.000000 Penalty: 4970.660645
	Iteration 14Q: 3 clusters Score -2582937 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2583126.500000 Penalty: 4970.660645
	Iteration 15Q: 3 clusters Score -2583126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2583234.750000 Penalty: 4970.660645
	Iteration 16Q: 3 clusters Score -2583235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2583304.750000 Penalty: 4970.660645
	Iteration 17Q: 3 clusters Score -2583305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2583351.250000 Penalty: 4970.660645
	Iteration 18Q: 3 clusters Score -2583351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -2583388.500000 Penalty: 4970.660645
	Iteration 19Q: 3 clusters Score -2583388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2583407.500000 Penalty: 4970.660645
	Iteration 20F: 3 clusters Score -2583408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2583414.250000 Penalty: 4970.660645
	Iteration 21Q: 3 clusters Score -2583414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2583417.500000 Penalty: 4970.660645
	Iteration 22Q: 3 clusters Score -2583418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2583419.500000 Penalty: 4970.660645
	Iteration 23Q: 3 clusters Score -2583420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2583426.500000 Penalty: 4970.660645
	Iteration 24Q: 3 clusters Score -2583426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2583428.250000 Penalty: 4970.660645
	Iteration 25Q: 3 clusters Score -2583428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2583428.000000 Penalty: 4970.660645
	Iteration 26Q: 3 clusters Score -2583428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2583428.000000 Penalty: 4970.660645
	Iteration 27F: 3 clusters Score -2583428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (15307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Entering Unmasked Estep 
Score: -1608141.000000 Penalty: 2389.744141
	Iteration 0F: 2 clusters Score -1608141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1596916.500000 Penalty: 4779.488281
	Iteration 0F: 3 clusters Score -1596916 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1600790.125000 Penalty: 4779.488281
	Iteration 1F: 3 clusters Score -1600790 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1601462.875000 Penalty: 4779.488281
	Iteration 2F: 3 clusters Score -1601463 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1602079.500000 Penalty: 4779.488281
	Iteration 3F: 3 clusters Score -1602080 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1602694.125000 Penalty: 4779.488281
	Iteration 4F: 3 clusters Score -1602694 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1603294.750000 Penalty: 4779.488281
	Iteration 5F: 3 clusters Score -1603295 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1603847.875000 Penalty: 4779.488281
	Iteration 6F: 3 clusters Score -1603848 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1604348.250000 Penalty: 4779.488281
	Iteration 7F: 3 clusters Score -1604348 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1604776.125000 Penalty: 4779.488281
	Iteration 8Q: 3 clusters Score -1604776 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1605085.250000 Penalty: 4779.488281
	Iteration 9Q: 3 clusters Score -1605085 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1605316.625000 Penalty: 4779.488281
	Iteration 10Q: 3 clusters Score -1605317 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1605495.000000 Penalty: 4779.488281
	Iteration 11Q: 3 clusters Score -1605495 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1605634.000000 Penalty: 4779.488281
	Iteration 12Q: 3 clusters Score -1605634 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1605742.625000 Penalty: 4779.488281
	Iteration 13Q: 3 clusters Score -1605743 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1605819.125000 Penalty: 4779.488281
	Iteration 14Q: 3 clusters Score -1605819 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1605888.875000 Penalty: 4779.488281
	Iteration 15Q: 3 clusters Score -1605889 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1605944.375000 Penalty: 4779.488281
	Iteration 16Q: 3 clusters Score -1605944 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1605988.875000 Penalty: 4779.488281
	Iteration 17Q: 3 clusters Score -1605989 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1606020.125000 Penalty: 4779.488281
	Iteration 18Q: 3 clusters Score -1606020 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1606047.750000 Penalty: 4779.488281
	Iteration 19Q: 3 clusters Score -1606048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1606085.125000 Penalty: 4779.488281
	Iteration 20F: 3 clusters Score -1606085 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1606108.875000 Penalty: 4779.488281
	Iteration 21Q: 3 clusters Score -1606109 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1606130.000000 Penalty: 4779.488281
	Iteration 22Q: 3 clusters Score -1606130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1606150.250000 Penalty: 4779.488281
	Iteration 23Q: 3 clusters Score -1606150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1606159.250000 Penalty: 4779.488281
	Iteration 24Q: 3 clusters Score -1606159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1606167.250000 Penalty: 4779.488281
	Iteration 25Q: 3 clusters Score -1606167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1606181.500000 Penalty: 4779.488281
	Iteration 26Q: 3 clusters Score -1606182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1606187.000000 Penalty: 4779.488281
	Iteration 27Q: 3 clusters Score -1606187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1606200.250000 Penalty: 4779.488281
	Iteration 28Q: 3 clusters Score -1606200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1606207.875000 Penalty: 4779.488281
	Iteration 29Q: 3 clusters Score -1606208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1606216.750000 Penalty: 4779.488281
	Iteration 30Q: 3 clusters Score -1606217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1606231.125000 Penalty: 4779.488281
	Iteration 31Q: 3 clusters Score -1606231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1606239.750000 Penalty: 4779.488281
	Iteration 32Q: 3 clusters Score -1606240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1606259.625000 Penalty: 4779.488281
	Iteration 33Q: 3 clusters Score -1606260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1606274.375000 Penalty: 4779.488281
	Iteration 34Q: 3 clusters Score -1606274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1606284.375000 Penalty: 4779.488281
	Iteration 35Q: 3 clusters Score -1606284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1606293.125000 Penalty: 4779.488281
	Iteration 36Q: 3 clusters Score -1606293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1606312.375000 Penalty: 4779.488281
	Iteration 37Q: 3 clusters Score -1606312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1606333.375000 Penalty: 4779.488281
	Iteration 38Q: 3 clusters Score -1606333 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1606346.750000 Penalty: 4779.488281
	Iteration 39Q: 3 clusters Score -1606347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1606357.250000 Penalty: 4779.488281
	Iteration 40F: 3 clusters Score -1606357 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1606381.000000 Penalty: 4779.488281
	Iteration 41Q: 3 clusters Score -1606381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1606402.875000 Penalty: 4779.488281
	Iteration 42Q: 3 clusters Score -1606403 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1606436.375000 Penalty: 4779.488281
	Iteration 43Q: 3 clusters Score -1606436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1606466.750000 Penalty: 4779.488281
	Iteration 44Q: 3 clusters Score -1606467 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1606504.875000 Penalty: 4779.488281
	Iteration 45Q: 3 clusters Score -1606505 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1606544.750000 Penalty: 4779.488281
	Iteration 46Q: 3 clusters Score -1606545 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1606584.000000 Penalty: 4779.488281
	Iteration 47Q: 3 clusters Score -1606584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1606619.000000 Penalty: 4779.488281
	Iteration 48Q: 3 clusters Score -1606619 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1606639.875000 Penalty: 4779.488281
	Iteration 49Q: 3 clusters Score -1606640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1606676.750000 Penalty: 4779.488281
	Iteration 50Q: 3 clusters Score -1606677 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1606706.875000 Penalty: 4779.488281
	Iteration 51Q: 3 clusters Score -1606707 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1606739.875000 Penalty: 4779.488281
	Iteration 52Q: 3 clusters Score -1606740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1606776.125000 Penalty: 4779.488281
	Iteration 53Q: 3 clusters Score -1606776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1606802.375000 Penalty: 4779.488281
	Iteration 54Q: 3 clusters Score -1606802 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1606829.500000 Penalty: 4779.488281
	Iteration 55Q: 3 clusters Score -1606830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1606865.000000 Penalty: 4779.488281
	Iteration 56Q: 3 clusters Score -1606865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1606897.000000 Penalty: 4779.488281
	Iteration 57Q: 3 clusters Score -1606897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1606921.625000 Penalty: 4779.488281
	Iteration 58Q: 3 clusters Score -1606922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1606951.000000 Penalty: 4779.488281
	Iteration 59Q: 3 clusters Score -1606951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1606990.125000 Penalty: 4779.488281
	Iteration 60F: 3 clusters Score -1606990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1607018.875000 Penalty: 4779.488281
	Iteration 61Q: 3 clusters Score -1607019 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1607047.000000 Penalty: 4779.488281
	Iteration 62Q: 3 clusters Score -1607047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1607077.500000 Penalty: 4779.488281
	Iteration 63Q: 3 clusters Score -1607078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1607091.250000 Penalty: 4779.488281
	Iteration 64Q: 3 clusters Score -1607091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1607109.125000 Penalty: 4779.488281
	Iteration 65Q: 3 clusters Score -1607109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1607134.500000 Penalty: 4779.488281
	Iteration 66Q: 3 clusters Score -1607134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1607163.750000 Penalty: 4779.488281
	Iteration 67Q: 3 clusters Score -1607164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1607197.375000 Penalty: 4779.488281
	Iteration 68Q: 3 clusters Score -1607197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1607216.250000 Penalty: 4779.488281
	Iteration 69Q: 3 clusters Score -1607216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1607223.000000 Penalty: 4779.488281
	Iteration 70Q: 3 clusters Score -1607223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1607229.875000 Penalty: 4779.488281
	Iteration 71Q: 3 clusters Score -1607230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1607237.000000 Penalty: 4779.488281
	Iteration 72Q: 3 clusters Score -1607237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1607244.000000 Penalty: 4779.488281
	Iteration 73Q: 3 clusters Score -1607244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1607249.625000 Penalty: 4779.488281
	Iteration 74Q: 3 clusters Score -1607250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1607257.125000 Penalty: 4779.488281
	Iteration 75Q: 3 clusters Score -1607257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1607262.375000 Penalty: 4779.488281
	Iteration 76Q: 3 clusters Score -1607262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1607271.500000 Penalty: 4779.488281
	Iteration 77Q: 3 clusters Score -1607272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1607276.125000 Penalty: 4779.488281
	Iteration 78Q: 3 clusters Score -1607276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1607278.375000 Penalty: 4779.488281
	Iteration 79Q: 3 clusters Score -1607278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1607274.875000 Penalty: 4779.488281
	Iteration 80F: 3 clusters Score -1607275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1607275.750000 Penalty: 4779.488281
	Iteration 81Q: 3 clusters Score -1607276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1607274.875000 Penalty: 4779.488281
	Iteration 82Q: 3 clusters Score -1607275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1607276.750000 Penalty: 4779.488281
	Iteration 83Q: 3 clusters Score -1607277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1607278.750000 Penalty: 4779.488281
	Iteration 84Q: 3 clusters Score -1607279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1607278.750000 Penalty: 4779.488281
	Iteration 85F: 3 clusters Score -1607279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -132377.218750 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -132377.2 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 591 members 
Entering Unmasked Estep 
Score: -130284.164062 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -130284.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130603.125000 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -130603.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -130704.695312 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -130704.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -130746.390625 Penalty: 3530.134033
	Iteration 3Q: 3 clusters Score -130746.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130795.289062 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -130795.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -130828.812500 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -130828.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -130857.960938 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -130858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130883.953125 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -130884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -130902.187500 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -130902.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -130916.585938 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -130916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -130923.734375 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -130923.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -130927.523438 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -130927.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -130936.328125 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -130936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130939.093750 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -130939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -130939.562500 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -130939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130940.398438 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -130940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130940.398438 Penalty: 3530.134033
	Iteration 16F: 3 clusters Score -130940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -702612.375000 Penalty: 2167.206299
	Iteration 0F: 2 clusters Score -702612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -697316.937500 Penalty: 4334.412598
	Iteration 0F: 3 clusters Score -697316.9 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -698610.250000 Penalty: 4334.412598
	Iteration 1F: 3 clusters Score -698610.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -698876.750000 Penalty: 4334.412598
	Iteration 2F: 3 clusters Score -698876.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -699028.625000 Penalty: 4334.412598
	Iteration 3F: 3 clusters Score -699028.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -699132.062500 Penalty: 4334.412598
	Iteration 4Q: 3 clusters Score -699132.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -699219.750000 Penalty: 4334.412598
	Iteration 5Q: 3 clusters Score -699219.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -699290.000000 Penalty: 4334.412598
	Iteration 6Q: 3 clusters Score -699290 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -699351.375000 Penalty: 4334.412598
	Iteration 7Q: 3 clusters Score -699351.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -699407.875000 Penalty: 4334.412598
	Iteration 8Q: 3 clusters Score -699407.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -699456.375000 Penalty: 4334.412598
	Iteration 9Q: 3 clusters Score -699456.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -699495.000000 Penalty: 4334.412598
	Iteration 10Q: 3 clusters Score -699495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -699542.000000 Penalty: 4334.412598
	Iteration 11Q: 3 clusters Score -699542 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -699585.312500 Penalty: 4334.412598
	Iteration 12Q: 3 clusters Score -699585.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -699623.125000 Penalty: 4334.412598
	Iteration 13Q: 3 clusters Score -699623.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -699660.187500 Penalty: 4334.412598
	Iteration 14Q: 3 clusters Score -699660.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -699703.375000 Penalty: 4334.412598
	Iteration 15Q: 3 clusters Score -699703.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -699759.125000 Penalty: 4334.412598
	Iteration 16Q: 3 clusters Score -699759.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -699809.875000 Penalty: 4334.412598
	Iteration 17Q: 3 clusters Score -699809.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -699871.187500 Penalty: 4334.412598
	Iteration 18Q: 3 clusters Score -699871.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -699923.687500 Penalty: 4334.412598
	Iteration 19Q: 3 clusters Score -699923.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -699987.937500 Penalty: 4334.412598
	Iteration 20F: 3 clusters Score -699987.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -700048.812500 Penalty: 4334.412598
	Iteration 21Q: 3 clusters Score -700048.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -700099.125000 Penalty: 4334.412598
	Iteration 22Q: 3 clusters Score -700099.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -700157.750000 Penalty: 4334.412598
	Iteration 23Q: 3 clusters Score -700157.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -700221.437500 Penalty: 4334.412598
	Iteration 24Q: 3 clusters Score -700221.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -700271.875000 Penalty: 4334.412598
	Iteration 25Q: 3 clusters Score -700271.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -700326.125000 Penalty: 4334.412598
	Iteration 26Q: 3 clusters Score -700326.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -700379.625000 Penalty: 4334.412598
	Iteration 27Q: 3 clusters Score -700379.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -700442.375000 Penalty: 4334.412598
	Iteration 28Q: 3 clusters Score -700442.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -700511.937500 Penalty: 4334.412598
	Iteration 29Q: 3 clusters Score -700511.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -700567.375000 Penalty: 4334.412598
	Iteration 30Q: 3 clusters Score -700567.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -700608.625000 Penalty: 4334.412598
	Iteration 31Q: 3 clusters Score -700608.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -700647.812500 Penalty: 4334.412598
	Iteration 32Q: 3 clusters Score -700647.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -700682.187500 Penalty: 4334.412598
	Iteration 33Q: 3 clusters Score -700682.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -700708.250000 Penalty: 4334.412598
	Iteration 34Q: 3 clusters Score -700708.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -700733.687500 Penalty: 4334.412598
	Iteration 35Q: 3 clusters Score -700733.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -700757.687500 Penalty: 4334.412598
	Iteration 36Q: 3 clusters Score -700757.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -700780.000000 Penalty: 4334.412598
	Iteration 37Q: 3 clusters Score -700780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -700795.562500 Penalty: 4334.412598
	Iteration 38Q: 3 clusters Score -700795.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -700804.312500 Penalty: 4334.412598
	Iteration 39Q: 3 clusters Score -700804.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -700814.875000 Penalty: 4334.412598
	Iteration 40F: 3 clusters Score -700814.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -700823.500000 Penalty: 4334.412598
	Iteration 41Q: 3 clusters Score -700823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -700834.625000 Penalty: 4334.412598
	Iteration 42Q: 3 clusters Score -700834.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -700846.125000 Penalty: 4334.412598
	Iteration 43Q: 3 clusters Score -700846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -700849.250000 Penalty: 4334.412598
	Iteration 44Q: 3 clusters Score -700849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -700853.812500 Penalty: 4334.412598
	Iteration 45Q: 3 clusters Score -700853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -700859.187500 Penalty: 4334.412598
	Iteration 46Q: 3 clusters Score -700859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -700860.000000 Penalty: 4334.412598
	Iteration 47Q: 3 clusters Score -700860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -700862.062500 Penalty: 4334.412598
	Iteration 48Q: 3 clusters Score -700862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -700865.437500 Penalty: 4334.412598
	Iteration 49Q: 3 clusters Score -700865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -700866.375000 Penalty: 4334.412598
	Iteration 50Q: 3 clusters Score -700866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -700867.375000 Penalty: 4334.412598
	Iteration 51Q: 3 clusters Score -700867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -700867.375000 Penalty: 4334.412598
	Iteration 52F: 3 clusters Score -700867.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -47956.152344 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -47956.15 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 254 members 
Entering Unmasked Estep 
Score: -46469.324219 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -46469.32 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46633.472656 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -46633.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46685.023438 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -46685.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46705.265625 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -46705.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46711.160156 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -46711.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46713.828125 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -46713.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46718.640625 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -46718.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46720.960938 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -46720.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46720.960938 Penalty: 3078.461670
	Iteration 8F: 3 clusters Score -46720.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Entering Unmasked Estep 
Score: -509604.625000 Penalty: 2088.874756
	Iteration 0F: 2 clusters Score -509604.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -505364.000000 Penalty: 4177.749512
	Iteration 0F: 3 clusters Score -505364 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -506352.500000 Penalty: 4177.749512
	Iteration 1F: 3 clusters Score -506352.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -506569.937500 Penalty: 4177.749512
	Iteration 2F: 3 clusters Score -506569.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -506677.468750 Penalty: 4177.749512
	Iteration 3Q: 3 clusters Score -506677.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -506737.093750 Penalty: 4177.749512
	Iteration 4Q: 3 clusters Score -506737.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -506784.625000 Penalty: 4177.749512
	Iteration 5Q: 3 clusters Score -506784.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -506822.625000 Penalty: 4177.749512
	Iteration 6Q: 3 clusters Score -506822.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -506859.562500 Penalty: 4177.749512
	Iteration 7Q: 3 clusters Score -506859.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -506895.562500 Penalty: 4177.749512
	Iteration 8Q: 3 clusters Score -506895.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -506938.062500 Penalty: 4177.749512
	Iteration 9Q: 3 clusters Score -506938.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -506978.187500 Penalty: 4177.749512
	Iteration 10Q: 3 clusters Score -506978.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -507005.531250 Penalty: 4177.749512
	Iteration 11Q: 3 clusters Score -507005.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -507026.875000 Penalty: 4177.749512
	Iteration 12Q: 3 clusters Score -507026.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -507049.250000 Penalty: 4177.749512
	Iteration 13Q: 3 clusters Score -507049.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -507068.781250 Penalty: 4177.749512
	Iteration 14Q: 3 clusters Score -507068.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -507087.875000 Penalty: 4177.749512
	Iteration 15Q: 3 clusters Score -507087.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -507105.468750 Penalty: 4177.749512
	Iteration 16Q: 3 clusters Score -507105.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -507131.093750 Penalty: 4177.749512
	Iteration 17Q: 3 clusters Score -507131.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -507153.281250 Penalty: 4177.749512
	Iteration 18Q: 3 clusters Score -507153.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -507181.781250 Penalty: 4177.749512
	Iteration 19Q: 3 clusters Score -507181.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -507212.375000 Penalty: 4177.749512
	Iteration 20F: 3 clusters Score -507212.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -507244.250000 Penalty: 4177.749512
	Iteration 21Q: 3 clusters Score -507244.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -507282.687500 Penalty: 4177.749512
	Iteration 22Q: 3 clusters Score -507282.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -507317.750000 Penalty: 4177.749512
	Iteration 23Q: 3 clusters Score -507317.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -507355.718750 Penalty: 4177.749512
	Iteration 24Q: 3 clusters Score -507355.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -507397.625000 Penalty: 4177.749512
	Iteration 25Q: 3 clusters Score -507397.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -507449.250000 Penalty: 4177.749512
	Iteration 26Q: 3 clusters Score -507449.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -507512.375000 Penalty: 4177.749512
	Iteration 27Q: 3 clusters Score -507512.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -507587.593750 Penalty: 4177.749512
	Iteration 28Q: 3 clusters Score -507587.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -507716.718750 Penalty: 4177.749512
	Iteration 29Q: 3 clusters Score -507716.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -507915.968750 Penalty: 4177.749512
	Iteration 30Q: 3 clusters Score -507916 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -508136.687500 Penalty: 4177.749512
	Iteration 31Q: 3 clusters Score -508136.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -508308.156250 Penalty: 4177.749512
	Iteration 32Q: 3 clusters Score -508308.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -508451.437500 Penalty: 4177.749512
	Iteration 33Q: 3 clusters Score -508451.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -508560.031250 Penalty: 4177.749512
	Iteration 34Q: 3 clusters Score -508560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -508648.000000 Penalty: 4177.749512
	Iteration 35Q: 3 clusters Score -508648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -508708.125000 Penalty: 4177.749512
	Iteration 36Q: 3 clusters Score -508708.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -508740.593750 Penalty: 4177.749512
	Iteration 37Q: 3 clusters Score -508740.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -508754.312500 Penalty: 4177.749512
	Iteration 38Q: 3 clusters Score -508754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -508760.843750 Penalty: 4177.749512
	Iteration 39Q: 3 clusters Score -508760.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -508765.218750 Penalty: 4177.749512
	Iteration 40F: 3 clusters Score -508765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -508771.250000 Penalty: 4177.749512
	Iteration 41Q: 3 clusters Score -508771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -508774.906250 Penalty: 4177.749512
	Iteration 42Q: 3 clusters Score -508774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -508778.218750 Penalty: 4177.749512
	Iteration 43Q: 3 clusters Score -508778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -508780.625000 Penalty: 4177.749512
	Iteration 44Q: 3 clusters Score -508780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -508782.437500 Penalty: 4177.749512
	Iteration 45Q: 3 clusters Score -508782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -508784.000000 Penalty: 4177.749512
	Iteration 46Q: 3 clusters Score -508784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -508785.125000 Penalty: 4177.749512
	Iteration 47Q: 3 clusters Score -508785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -508787.156250 Penalty: 4177.749512
	Iteration 48Q: 3 clusters Score -508787.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -508789.125000 Penalty: 4177.749512
	Iteration 49Q: 3 clusters Score -508789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -508789.218750 Penalty: 4177.749512
	Iteration 50Q: 3 clusters Score -508789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -508788.875000 Penalty: 4177.749512
	Iteration 51Q: 3 clusters Score -508788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -508789.250000 Penalty: 4177.749512
	Iteration 52Q: 3 clusters Score -508789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -508789.843750 Penalty: 4177.749512
	Iteration 53Q: 3 clusters Score -508789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -508789.843750 Penalty: 4177.749512
	Iteration 54F: 3 clusters Score -508789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -117254.328125 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -117254.3 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 545 members 
Entering Unmasked Estep 
Score: -115266.562500 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -115266.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -115524.976562 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -115525 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115629.859375 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -115629.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -115692.953125 Penalty: 3460.268555
	Iteration 3Q: 3 clusters Score -115693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -115736.140625 Penalty: 3460.268555
	Iteration 4Q: 3 clusters Score -115736.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -115777.320312 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -115777.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -115807.000000 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -115807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -115825.570312 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -115825.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -115844.273438 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -115844.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -115857.312500 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -115857.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -115865.156250 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -115865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -115870.101562 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -115870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115875.539062 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -115875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -115879.500000 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -115879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -115879.500000 Penalty: 3460.268555
	Iteration 14F: 3 clusters Score -115879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (4812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Entering Unmasked Estep 
Score: -446746.343750 Penalty: 2102.759277
	Iteration 0F: 2 clusters Score -446746.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -442370.562500 Penalty: 4205.518555
	Iteration 0F: 3 clusters Score -442370.6 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -443578.156250 Penalty: 4205.518555
	Iteration 1F: 3 clusters Score -443578.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -444037.593750 Penalty: 4205.518555
	Iteration 2F: 3 clusters Score -444037.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -444489.687500 Penalty: 4205.518555
	Iteration 3F: 3 clusters Score -444489.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -444909.593750 Penalty: 4205.518555
	Iteration 4F: 3 clusters Score -444909.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -445326.781250 Penalty: 4205.518555
	Iteration 5F: 3 clusters Score -445326.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -445642.843750 Penalty: 4205.518555
	Iteration 6F: 3 clusters Score -445642.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -445853.625000 Penalty: 4205.518555
	Iteration 7Q: 3 clusters Score -445853.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -445961.812500 Penalty: 4205.518555
	Iteration 8Q: 3 clusters Score -445961.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -446041.218750 Penalty: 4205.518555
	Iteration 9Q: 3 clusters Score -446041.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -446097.531250 Penalty: 4205.518555
	Iteration 10Q: 3 clusters Score -446097.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -446131.750000 Penalty: 4205.518555
	Iteration 11Q: 3 clusters Score -446131.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -446156.437500 Penalty: 4205.518555
	Iteration 12Q: 3 clusters Score -446156.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -446170.468750 Penalty: 4205.518555
	Iteration 13Q: 3 clusters Score -446170.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -446183.625000 Penalty: 4205.518555
	Iteration 14Q: 3 clusters Score -446183.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -446191.437500 Penalty: 4205.518555
	Iteration 15Q: 3 clusters Score -446191.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -446196.625000 Penalty: 4205.518555
	Iteration 16Q: 3 clusters Score -446196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -446201.468750 Penalty: 4205.518555
	Iteration 17Q: 3 clusters Score -446201.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -446204.156250 Penalty: 4205.518555
	Iteration 18Q: 3 clusters Score -446204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -446204.687500 Penalty: 4205.518555
	Iteration 19Q: 3 clusters Score -446204.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -446206.593750 Penalty: 4205.518555
	Iteration 20F: 3 clusters Score -446206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -446209.875000 Penalty: 4205.518555
	Iteration 21Q: 3 clusters Score -446209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -446212.125000 Penalty: 4205.518555
	Iteration 22Q: 3 clusters Score -446212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -446212.812500 Penalty: 4205.518555
	Iteration 23Q: 3 clusters Score -446212.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -446213.750000 Penalty: 4205.518555
	Iteration 24Q: 3 clusters Score -446213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -446214.062500 Penalty: 4205.518555
	Iteration 25Q: 3 clusters Score -446214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -446214.281250 Penalty: 4205.518555
	Iteration 26Q: 3 clusters Score -446214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -446215.750000 Penalty: 4205.518555
	Iteration 27Q: 3 clusters Score -446215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -446218.000000 Penalty: 4205.518555
	Iteration 28Q: 3 clusters Score -446218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -446218.625000 Penalty: 4205.518555
	Iteration 29Q: 3 clusters Score -446218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -446219.250000 Penalty: 4205.518555
	Iteration 30Q: 3 clusters Score -446219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -446220.812500 Penalty: 4205.518555
	Iteration 31Q: 3 clusters Score -446220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -446220.781250 Penalty: 4205.518555
	Iteration 32Q: 3 clusters Score -446220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -446220.781250 Penalty: 4205.518555
	Iteration 33F: 3 clusters Score -446220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81665.382812 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81665.38 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 399 members 
Entering Unmasked Estep 
Score: -79899.132812 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79899.13 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80137.601562 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80137.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80199.359375 Penalty: 3306.179199
	Iteration 2Q: 3 clusters Score -80199.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80227.218750 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -80227.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80250.562500 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80250.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80264.125000 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80264.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80269.476562 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80269.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80274.726562 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80274.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80276.140625 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80276.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80277.828125 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80277.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80277.828125 Penalty: 3306.179199
	Iteration 10F: 3 clusters Score -80277.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -92899.671875 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -92899.67 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 459 members 
Entering Unmasked Estep 
Score: -91087.906250 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -91087.91 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -91360.898438 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -91360.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91451.351562 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -91451.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91510.984375 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -91510.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91551.671875 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -91551.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91576.851562 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -91576.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91596.398438 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -91596.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91623.570312 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -91623.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91650.242188 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -91650.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91678.421875 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -91678.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91707.250000 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -91707.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91713.851562 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -91713.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91717.710938 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -91717.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91719.687500 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -91719.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91719.687500 Penalty: 3376.735596
	Iteration 14F: 3 clusters Score -91719.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (27929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Entering Unmasked Estep 
Score: -3176917.000000 Penalty: 2538.880371
	Iteration 0F: 2 clusters Score -3176917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3157623.750000 Penalty: 5077.760742
	Iteration 0F: 3 clusters Score -3157624 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3164627.500000 Penalty: 5077.760742
	Iteration 1F: 3 clusters Score -3164628 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3165159.250000 Penalty: 5077.760742
	Iteration 2F: 3 clusters Score -3165159 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3165629.000000 Penalty: 5077.760742
	Iteration 3Q: 3 clusters Score -3165629 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3166147.250000 Penalty: 5077.760742
	Iteration 4Q: 3 clusters Score -3166147 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3166740.750000 Penalty: 5077.760742
	Iteration 5Q: 3 clusters Score -3166741 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3167513.500000 Penalty: 5077.760742
	Iteration 6Q: 3 clusters Score -3167514 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3168602.500000 Penalty: 5077.760742
	Iteration 7F: 3 clusters Score -3168602 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3170013.250000 Penalty: 5077.760742
	Iteration 8F: 3 clusters Score -3170013 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3171800.500000 Penalty: 5077.760742
	Iteration 9F: 3 clusters Score -3171800 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3173651.250000 Penalty: 5077.760742
	Iteration 10F: 3 clusters Score -3173651 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3175183.250000 Penalty: 5077.760742
	Iteration 11F: 3 clusters Score -3175183 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3176170.500000 Penalty: 5077.760742
	Iteration 12Q: 3 clusters Score -3176170 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3176583.750000 Penalty: 5077.760742
	Iteration 13Q: 3 clusters Score -3176584 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3176746.500000 Penalty: 5077.760742
	Iteration 14Q: 3 clusters Score -3176746 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3176802.750000 Penalty: 5077.760742
	Iteration 15Q: 3 clusters Score -3176803 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3176834.750000 Penalty: 5077.760742
	Iteration 16Q: 3 clusters Score -3176835 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3176847.000000 Penalty: 5077.760742
	Iteration 17Q: 3 clusters Score -3176847 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3176852.250000 Penalty: 5077.760742
	Iteration 18Q: 3 clusters Score -3176852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3176858.500000 Penalty: 5077.760742
	Iteration 19Q: 3 clusters Score -3176858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3176864.000000 Penalty: 5077.760742
	Iteration 20F: 3 clusters Score -3176864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3176862.750000 Penalty: 5077.760742
	Iteration 21Q: 3 clusters Score -3176863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3176868.750000 Penalty: 5077.760742
	Iteration 22Q: 3 clusters Score -3176869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3176866.250000 Penalty: 5077.760742
	Iteration 23Q: 3 clusters Score -3176866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3176876.000000 Penalty: 5077.760742
	Iteration 24Q: 3 clusters Score -3176876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3176884.000000 Penalty: 5077.760742
	Iteration 25Q: 3 clusters Score -3176884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3176891.000000 Penalty: 5077.760742
	Iteration 26Q: 3 clusters Score -3176891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3176889.000000 Penalty: 5077.760742
	Iteration 27Q: 3 clusters Score -3176889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3176886.500000 Penalty: 5077.760742
	Iteration 28Q: 3 clusters Score -3176886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3176878.750000 Penalty: 5077.760742
	Iteration 29Q: 3 clusters Score -3176879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3176887.750000 Penalty: 5077.760742
	Iteration 30Q: 3 clusters Score -3176888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3176878.250000 Penalty: 5077.760742
	Iteration 31Q: 3 clusters Score -3176878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3176875.750000 Penalty: 5077.760742
	Iteration 32Q: 3 clusters Score -3176876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3176878.250000 Penalty: 5077.760742
	Iteration 33Q: 3 clusters Score -3176878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3176879.500000 Penalty: 5077.760742
	Iteration 34Q: 3 clusters Score -3176880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3176878.500000 Penalty: 5077.760742
	Iteration 35Q: 3 clusters Score -3176878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3176880.250000 Penalty: 5077.760742
	Iteration 36Q: 3 clusters Score -3176880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3176873.750000 Penalty: 5077.760742
	Iteration 37Q: 3 clusters Score -3176874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3176878.500000 Penalty: 5077.760742
	Iteration 38Q: 3 clusters Score -3176878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3176884.750000 Penalty: 5077.760742
	Iteration 39Q: 3 clusters Score -3176885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3176886.250000 Penalty: 5077.760742
	Iteration 40F: 3 clusters Score -3176886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3176881.000000 Penalty: 5077.760742
	Iteration 41Q: 3 clusters Score -3176881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3176890.250000 Penalty: 5077.760742
	Iteration 42Q: 3 clusters Score -3176890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3176885.500000 Penalty: 5077.760742
	Iteration 43Q: 3 clusters Score -3176886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3176887.500000 Penalty: 5077.760742
	Iteration 44Q: 3 clusters Score -3176888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3176890.500000 Penalty: 5077.760742
	Iteration 45Q: 3 clusters Score -3176890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3176890.500000 Penalty: 5077.760742
	Iteration 46Q: 3 clusters Score -3176890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3176892.250000 Penalty: 5077.760742
	Iteration 47Q: 3 clusters Score -3176892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3176891.000000 Penalty: 5077.760742
	Iteration 48Q: 3 clusters Score -3176891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3176889.500000 Penalty: 5077.760742
	Iteration 49Q: 3 clusters Score -3176890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3176889.500000 Penalty: 5077.760742
	Iteration 50F: 3 clusters Score -3176890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27701 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108492 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212463 members 
Mstep: Class 16 contains 23731 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 37868 members 
Mstep: Class 19 contains 128226 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 11564 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 14875 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3302 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2970 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53176 members 
Mstep: Class 45 contains 16572 members 
Mstep: Class 46 contains 40583 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 12945 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24624 members 
Mstep: Class 54 contains 7631 members 
Mstep: Class 55 contains 22505 members 
Mstep: Class 56 contains 15307 members 
Mstep: Class 57 contains 1233 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4550 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4812 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297360.000000 Penalty: 226831.578125
Iteration 239Q: 66 clusters Score -1.392974e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27702 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108482 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 15849 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212460 members 
Mstep: Class 16 contains 23739 members 
Mstep: Class 17 contains 41368 members 
Mstep: Class 18 contains 37841 members 
Mstep: Class 19 contains 128225 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7793 members 
Mstep: Class 28 contains 11563 members 
Mstep: Class 29 contains 10286 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12557 members 
Mstep: Class 32 contains 14879 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3301 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2977 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53172 members 
Mstep: Class 45 contains 16572 members 
Mstep: Class 46 contains 40719 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 12848 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6866 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24620 members 
Mstep: Class 54 contains 7634 members 
Mstep: Class 55 contains 22506 members 
Mstep: Class 56 contains 15313 members 
Mstep: Class 57 contains 1232 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4552 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4814 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297440.000000 Penalty: 226831.578125
Iteration 240F: 66 clusters Score -1.392974e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27700 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108478 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212455 members 
Mstep: Class 16 contains 23742 members 
Mstep: Class 17 contains 41347 members 
Mstep: Class 18 contains 37821 members 
Mstep: Class 19 contains 128224 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20680 members 
Mstep: Class 22 contains 10541 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7791 members 
Mstep: Class 28 contains 11561 members 
Mstep: Class 29 contains 10287 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12551 members 
Mstep: Class 32 contains 14883 members 
Mstep: Class 33 contains 9417 members 
Mstep: Class 34 contains 3301 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6867 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2982 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53167 members 
Mstep: Class 45 contains 16575 members 
Mstep: Class 46 contains 40842 members 
Mstep: Class 47 contains 13963 members 
Mstep: Class 48 contains 12768 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6866 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24615 members 
Mstep: Class 54 contains 7633 members 
Mstep: Class 55 contains 22508 members 
Mstep: Class 56 contains 15336 members 
Mstep: Class 57 contains 1231 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4553 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4817 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297360.000000 Penalty: 226831.578125
Iteration 241Q: 66 clusters Score -1.392974e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27698 members 
Mstep: Class 4 contains 3845 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140540 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108469 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212449 members 
Mstep: Class 16 contains 23742 members 
Mstep: Class 17 contains 41336 members 
Mstep: Class 18 contains 37798 members 
Mstep: Class 19 contains 128219 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20680 members 
Mstep: Class 22 contains 10540 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 11561 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12545 members 
Mstep: Class 32 contains 14885 members 
Mstep: Class 33 contains 9419 members 
Mstep: Class 34 contains 3296 members 
Mstep: Class 35 contains 9710 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2986 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53155 members 
Mstep: Class 45 contains 16575 members 
Mstep: Class 46 contains 40968 members 
Mstep: Class 47 contains 13963 members 
Mstep: Class 48 contains 12694 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6866 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24617 members 
Mstep: Class 54 contains 7633 members 
Mstep: Class 55 contains 22515 members 
Mstep: Class 56 contains 15360 members 
Mstep: Class 57 contains 1231 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4555 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4820 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297472.000000 Penalty: 226831.578125
Iteration 242Q: 66 clusters Score -1.392975e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27695 members 
Mstep: Class 4 contains 3845 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140539 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108456 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212451 members 
Mstep: Class 16 contains 23743 members 
Mstep: Class 17 contains 41319 members 
Mstep: Class 18 contains 37767 members 
Mstep: Class 19 contains 128214 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20680 members 
Mstep: Class 22 contains 10541 members 
Mstep: Class 23 contains 6279 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7791 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 10289 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12537 members 
Mstep: Class 32 contains 14887 members 
Mstep: Class 33 contains 9419 members 
Mstep: Class 34 contains 3296 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6870 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2987 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53150 members 
Mstep: Class 45 contains 16575 members 
Mstep: Class 46 contains 41080 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 12615 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24613 members 
Mstep: Class 54 contains 7633 members 
Mstep: Class 55 contains 22519 members 
Mstep: Class 56 contains 15383 members 
Mstep: Class 57 contains 1231 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4557 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4824 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297424.000000 Penalty: 226831.578125
Iteration 243Q: 66 clusters Score -1.392974e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27693 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108451 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212449 members 
Mstep: Class 16 contains 23746 members 
Mstep: Class 17 contains 41305 members 
Mstep: Class 18 contains 37747 members 
Mstep: Class 19 contains 128210 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20676 members 
Mstep: Class 22 contains 10537 members 
Mstep: Class 23 contains 6284 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 11555 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12535 members 
Mstep: Class 32 contains 14889 members 
Mstep: Class 33 contains 9419 members 
Mstep: Class 34 contains 3291 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6871 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2992 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 53144 members 
Mstep: Class 45 contains 16575 members 
Mstep: Class 46 contains 41206 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 12513 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24612 members 
Mstep: Class 54 contains 7632 members 
Mstep: Class 55 contains 22520 members 
Mstep: Class 56 contains 15396 members 
Mstep: Class 57 contains 1231 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4555 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4825 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297344.000000 Penalty: 226831.578125
Iteration 244Q: 66 clusters Score -1.392973e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27693 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108438 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15845 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212446 members 
Mstep: Class 16 contains 23751 members 
Mstep: Class 17 contains 41284 members 
Mstep: Class 18 contains 37726 members 
Mstep: Class 19 contains 128212 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20674 members 
Mstep: Class 22 contains 10531 members 
Mstep: Class 23 contains 6287 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7807 members 
Mstep: Class 28 contains 11551 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12536 members 
Mstep: Class 32 contains 14892 members 
Mstep: Class 33 contains 9421 members 
Mstep: Class 34 contains 3288 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6871 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2999 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7160 members 
Mstep: Class 44 contains 53139 members 
Mstep: Class 45 contains 16577 members 
Mstep: Class 46 contains 41343 members 
Mstep: Class 47 contains 13962 members 
Mstep: Class 48 contains 12412 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6864 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24607 members 
Mstep: Class 54 contains 7631 members 
Mstep: Class 55 contains 22520 members 
Mstep: Class 56 contains 15410 members 
Mstep: Class 57 contains 1231 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4554 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4828 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297424.000000 Penalty: 226831.578125
Iteration 245Q: 66 clusters Score -1.392974e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27693 members 
Mstep: Class 4 contains 3849 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108417 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212442 members 
Mstep: Class 16 contains 23756 members 
Mstep: Class 17 contains 41271 members 
Mstep: Class 18 contains 37704 members 
Mstep: Class 19 contains 128212 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20677 members 
Mstep: Class 22 contains 10530 members 
Mstep: Class 23 contains 6287 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7800 members 
Mstep: Class 28 contains 11549 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12534 members 
Mstep: Class 32 contains 14894 members 
Mstep: Class 33 contains 9422 members 
Mstep: Class 34 contains 3284 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6871 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3001 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7161 members 
Mstep: Class 44 contains 53128 members 
Mstep: Class 45 contains 16579 members 
Mstep: Class 46 contains 41500 members 
Mstep: Class 47 contains 13963 members 
Mstep: Class 48 contains 12311 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24600 members 
Mstep: Class 54 contains 7630 members 
Mstep: Class 55 contains 22523 members 
Mstep: Class 56 contains 15424 members 
Mstep: Class 57 contains 1232 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4555 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4834 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297584.000000 Penalty: 226831.578125
Iteration 246Q: 66 clusters Score -1.392976e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27694 members 
Mstep: Class 4 contains 3849 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108410 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212439 members 
Mstep: Class 16 contains 23758 members 
Mstep: Class 17 contains 41260 members 
Mstep: Class 18 contains 37684 members 
Mstep: Class 19 contains 128211 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20675 members 
Mstep: Class 22 contains 10523 members 
Mstep: Class 23 contains 6291 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7802 members 
Mstep: Class 28 contains 11545 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12531 members 
Mstep: Class 32 contains 14895 members 
Mstep: Class 33 contains 9426 members 
Mstep: Class 34 contains 3281 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6871 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3004 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7160 members 
Mstep: Class 44 contains 53119 members 
Mstep: Class 45 contains 16579 members 
Mstep: Class 46 contains 41658 members 
Mstep: Class 47 contains 13964 members 
Mstep: Class 48 contains 12187 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7630 members 
Mstep: Class 55 contains 22524 members 
Mstep: Class 56 contains 15438 members 
Mstep: Class 57 contains 1233 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4556 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4838 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297616.000000 Penalty: 226831.578125
Iteration 247Q: 66 clusters Score -1.392976e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27694 members 
Mstep: Class 4 contains 3849 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108395 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212439 members 
Mstep: Class 16 contains 23762 members 
Mstep: Class 17 contains 41238 members 
Mstep: Class 18 contains 37659 members 
Mstep: Class 19 contains 128209 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20676 members 
Mstep: Class 22 contains 10521 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 11542 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12523 members 
Mstep: Class 32 contains 14902 members 
Mstep: Class 33 contains 9428 members 
Mstep: Class 34 contains 3282 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6870 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3006 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7159 members 
Mstep: Class 44 contains 53112 members 
Mstep: Class 45 contains 16579 members 
Mstep: Class 46 contains 41826 members 
Mstep: Class 47 contains 13969 members 
Mstep: Class 48 contains 12067 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6862 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7630 members 
Mstep: Class 55 contains 22525 members 
Mstep: Class 56 contains 15452 members 
Mstep: Class 57 contains 1231 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4558 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4841 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297808.000000 Penalty: 226831.578125
Iteration 248Q: 66 clusters Score -1.392978e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27688 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108376 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212443 members 
Mstep: Class 16 contains 23762 members 
Mstep: Class 17 contains 41218 members 
Mstep: Class 18 contains 37622 members 
Mstep: Class 19 contains 128208 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20677 members 
Mstep: Class 22 contains 10519 members 
Mstep: Class 23 contains 6302 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7798 members 
Mstep: Class 28 contains 11541 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12519 members 
Mstep: Class 32 contains 14907 members 
Mstep: Class 33 contains 9425 members 
Mstep: Class 34 contains 3279 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6870 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3005 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7157 members 
Mstep: Class 44 contains 53107 members 
Mstep: Class 45 contains 16577 members 
Mstep: Class 46 contains 42011 members 
Mstep: Class 47 contains 13972 members 
Mstep: Class 48 contains 11962 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24592 members 
Mstep: Class 54 contains 7630 members 
Mstep: Class 55 contains 22527 members 
Mstep: Class 56 contains 15467 members 
Mstep: Class 57 contains 1230 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4558 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4841 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297904.000000 Penalty: 226831.578125
Iteration 249Q: 66 clusters Score -1.392979e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27682 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108366 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212437 members 
Mstep: Class 16 contains 23760 members 
Mstep: Class 17 contains 41202 members 
Mstep: Class 18 contains 37591 members 
Mstep: Class 19 contains 128206 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20674 members 
Mstep: Class 22 contains 10516 members 
Mstep: Class 23 contains 6304 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7798 members 
Mstep: Class 28 contains 11540 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12515 members 
Mstep: Class 32 contains 14911 members 
Mstep: Class 33 contains 9429 members 
Mstep: Class 34 contains 3271 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6870 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3004 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 53103 members 
Mstep: Class 45 contains 16578 members 
Mstep: Class 46 contains 42197 members 
Mstep: Class 47 contains 13979 members 
Mstep: Class 48 contains 11847 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7631 members 
Mstep: Class 55 contains 22530 members 
Mstep: Class 56 contains 15479 members 
Mstep: Class 57 contains 1230 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4558 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4840 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297952.000000 Penalty: 226831.578125
Iteration 250Q: 66 clusters Score -1.39298e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27679 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108358 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212432 members 
Mstep: Class 16 contains 23761 members 
Mstep: Class 17 contains 41184 members 
Mstep: Class 18 contains 37561 members 
Mstep: Class 19 contains 128204 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20669 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7794 members 
Mstep: Class 28 contains 11539 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12512 members 
Mstep: Class 32 contains 14916 members 
Mstep: Class 33 contains 9434 members 
Mstep: Class 34 contains 3261 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6870 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3002 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53095 members 
Mstep: Class 45 contains 16579 members 
Mstep: Class 46 contains 42405 members 
Mstep: Class 47 contains 13981 members 
Mstep: Class 48 contains 11719 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6865 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7628 members 
Mstep: Class 55 contains 22531 members 
Mstep: Class 56 contains 15489 members 
Mstep: Class 57 contains 1230 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4556 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4841 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139297888.000000 Penalty: 226831.578125
Iteration 251Q: 66 clusters Score -1.392979e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27678 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108359 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212432 members 
Mstep: Class 16 contains 23761 members 
Mstep: Class 17 contains 41168 members 
Mstep: Class 18 contains 37517 members 
Mstep: Class 19 contains 128201 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20664 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 6307 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 11538 members 
Mstep: Class 29 contains 10295 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12507 members 
Mstep: Class 32 contains 14923 members 
Mstep: Class 33 contains 9435 members 
Mstep: Class 34 contains 3247 members 
Mstep: Class 35 contains 9712 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3002 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53095 members 
Mstep: Class 45 contains 16579 members 
Mstep: Class 46 contains 42623 members 
Mstep: Class 47 contains 13982 members 
Mstep: Class 48 contains 11587 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6868 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7627 members 
Mstep: Class 55 contains 22534 members 
Mstep: Class 56 contains 15486 members 
Mstep: Class 57 contains 1230 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4555 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4842 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139298192.000000 Penalty: 226831.578125
Iteration 252Q: 66 clusters Score -1.392982e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27674 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108364 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212430 members 
Mstep: Class 16 contains 23758 members 
Mstep: Class 17 contains 41157 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 128200 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20665 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 6305 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7794 members 
Mstep: Class 28 contains 11537 members 
Mstep: Class 29 contains 10295 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12504 members 
Mstep: Class 32 contains 14928 members 
Mstep: Class 33 contains 9437 members 
Mstep: Class 34 contains 3235 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3001 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53095 members 
Mstep: Class 45 contains 16580 members 
Mstep: Class 46 contains 42840 members 
Mstep: Class 47 contains 13978 members 
Mstep: Class 48 contains 11456 members 
Mstep: Class 49 contains 3648 members 
Mstep: Class 50 contains 6868 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7626 members 
Mstep: Class 55 contains 22540 members 
Mstep: Class 56 contains 15484 members 
Mstep: Class 57 contains 1230 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4554 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4842 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139298032.000000 Penalty: 226831.578125
Iteration 253Q: 66 clusters Score -1.39298e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27672 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108375 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 15840 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212427 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 41145 members 
Mstep: Class 18 contains 37406 members 
Mstep: Class 19 contains 128201 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20665 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7796 members 
Mstep: Class 28 contains 11536 members 
Mstep: Class 29 contains 10295 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12502 members 
Mstep: Class 32 contains 14931 members 
Mstep: Class 33 contains 9440 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3000 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53091 members 
Mstep: Class 45 contains 16582 members 
Mstep: Class 46 contains 43057 members 
Mstep: Class 47 contains 13973 members 
Mstep: Class 48 contains 11329 members 
Mstep: Class 49 contains 3648 members 
Mstep: Class 50 contains 6868 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24593 members 
Mstep: Class 54 contains 7626 members 
Mstep: Class 55 contains 22543 members 
Mstep: Class 56 contains 15484 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4555 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4843 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139298336.000000 Penalty: 226831.578125
Iteration 254Q: 66 clusters Score -1.392983e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27672 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108378 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212425 members 
Mstep: Class 16 contains 23758 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 37352 members 
Mstep: Class 19 contains 128200 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20660 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7797 members 
Mstep: Class 28 contains 11536 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12502 members 
Mstep: Class 32 contains 14934 members 
Mstep: Class 33 contains 9443 members 
Mstep: Class 34 contains 3205 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3007 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 53087 members 
Mstep: Class 45 contains 16588 members 
Mstep: Class 46 contains 43278 members 
Mstep: Class 47 contains 13974 members 
Mstep: Class 48 contains 11190 members 
Mstep: Class 49 contains 3648 members 
Mstep: Class 50 contains 6868 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7626 members 
Mstep: Class 55 contains 22545 members 
Mstep: Class 56 contains 15490 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4556 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4842 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139298496.000000 Penalty: 226831.578125
Iteration 255Q: 66 clusters Score -1.392985e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27669 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108384 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212416 members 
Mstep: Class 16 contains 23758 members 
Mstep: Class 17 contains 41125 members 
Mstep: Class 18 contains 37296 members 
Mstep: Class 19 contains 128198 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20655 members 
Mstep: Class 22 contains 10500 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7800 members 
Mstep: Class 28 contains 11536 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12502 members 
Mstep: Class 32 contains 14935 members 
Mstep: Class 33 contains 9442 members 
Mstep: Class 34 contains 3190 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3006 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7152 members 
Mstep: Class 44 contains 53079 members 
Mstep: Class 45 contains 16591 members 
Mstep: Class 46 contains 43485 members 
Mstep: Class 47 contains 13981 members 
Mstep: Class 48 contains 11067 members 
Mstep: Class 49 contains 3648 members 
Mstep: Class 50 contains 6869 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7626 members 
Mstep: Class 55 contains 22552 members 
Mstep: Class 56 contains 15506 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4556 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4843 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139298800.000000 Penalty: 226831.578125
Iteration 256Q: 66 clusters Score -1.392988e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27667 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108400 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 15835 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212417 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 41101 members 
Mstep: Class 18 contains 37231 members 
Mstep: Class 19 contains 128199 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20653 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 6306 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7800 members 
Mstep: Class 28 contains 11535 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 12501 members 
Mstep: Class 32 contains 14937 members 
Mstep: Class 33 contains 9443 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 53072 members 
Mstep: Class 45 contains 16593 members 
Mstep: Class 46 contains 43679 members 
Mstep: Class 47 contains 13981 members 
Mstep: Class 48 contains 10963 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6869 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7626 members 
Mstep: Class 55 contains 22559 members 
Mstep: Class 56 contains 15517 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4557 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4845 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139298672.000000 Penalty: 226831.578125
Iteration 257Q: 66 clusters Score -1.392987e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27663 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108408 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212415 members 
Mstep: Class 16 contains 23758 members 
Mstep: Class 17 contains 41089 members 
Mstep: Class 18 contains 37165 members 
Mstep: Class 19 contains 128199 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20653 members 
Mstep: Class 22 contains 10481 members 
Mstep: Class 23 contains 6314 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7811 members 
Mstep: Class 28 contains 11534 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12501 members 
Mstep: Class 32 contains 14940 members 
Mstep: Class 33 contains 9443 members 
Mstep: Class 34 contains 3171 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3011 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 53061 members 
Mstep: Class 45 contains 16596 members 
Mstep: Class 46 contains 43837 members 
Mstep: Class 47 contains 13979 members 
Mstep: Class 48 contains 10883 members 
Mstep: Class 49 contains 3648 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24593 members 
Mstep: Class 54 contains 7625 members 
Mstep: Class 55 contains 22560 members 
Mstep: Class 56 contains 15525 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6239 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4559 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4844 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139298736.000000 Penalty: 226831.578125
Iteration 258Q: 66 clusters Score -1.392987e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27665 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108419 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212412 members 
Mstep: Class 16 contains 23758 members 
Mstep: Class 17 contains 41066 members 
Mstep: Class 18 contains 37091 members 
Mstep: Class 19 contains 128199 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20649 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7817 members 
Mstep: Class 28 contains 11532 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12502 members 
Mstep: Class 32 contains 14942 members 
Mstep: Class 33 contains 9445 members 
Mstep: Class 34 contains 3169 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3011 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7149 members 
Mstep: Class 44 contains 53053 members 
Mstep: Class 45 contains 16598 members 
Mstep: Class 46 contains 43962 members 
Mstep: Class 47 contains 13978 members 
Mstep: Class 48 contains 10846 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24592 members 
Mstep: Class 54 contains 7627 members 
Mstep: Class 55 contains 22564 members 
Mstep: Class 56 contains 15531 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6239 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4562 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4844 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139298832.000000 Penalty: 226831.578125
Iteration 259Q: 66 clusters Score -1.392988e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27666 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108434 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212408 members 
Mstep: Class 16 contains 23759 members 
Mstep: Class 17 contains 41047 members 
Mstep: Class 18 contains 37023 members 
Mstep: Class 19 contains 128199 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 10467 members 
Mstep: Class 23 contains 6313 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7826 members 
Mstep: Class 28 contains 11530 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12500 members 
Mstep: Class 32 contains 14946 members 
Mstep: Class 33 contains 9445 members 
Mstep: Class 34 contains 3167 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 53049 members 
Mstep: Class 45 contains 16594 members 
Mstep: Class 46 contains 44055 members 
Mstep: Class 47 contains 13977 members 
Mstep: Class 48 contains 10822 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24592 members 
Mstep: Class 54 contains 7628 members 
Mstep: Class 55 contains 22566 members 
Mstep: Class 56 contains 15537 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6239 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4563 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4845 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299008.000000 Penalty: 226831.578125
Iteration 260F: 66 clusters Score -1.39299e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27665 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108444 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212405 members 
Mstep: Class 16 contains 23760 members 
Mstep: Class 17 contains 41034 members 
Mstep: Class 18 contains 36964 members 
Mstep: Class 19 contains 128198 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10460 members 
Mstep: Class 23 contains 6321 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7837 members 
Mstep: Class 28 contains 11528 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12500 members 
Mstep: Class 32 contains 14948 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 3167 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3017 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 53048 members 
Mstep: Class 45 contains 16589 members 
Mstep: Class 46 contains 44108 members 
Mstep: Class 47 contains 13976 members 
Mstep: Class 48 contains 10821 members 
Mstep: Class 49 contains 3656 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24592 members 
Mstep: Class 54 contains 7629 members 
Mstep: Class 55 contains 22566 members 
Mstep: Class 56 contains 15545 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4566 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4845 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299184.000000 Penalty: 226831.578125
Iteration 261Q: 66 clusters Score -1.392992e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27663 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108456 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 15835 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212402 members 
Mstep: Class 16 contains 23760 members 
Mstep: Class 17 contains 41017 members 
Mstep: Class 18 contains 36902 members 
Mstep: Class 19 contains 128198 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10454 members 
Mstep: Class 23 contains 6327 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7843 members 
Mstep: Class 28 contains 11528 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12498 members 
Mstep: Class 32 contains 14948 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 3165 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7149 members 
Mstep: Class 44 contains 53045 members 
Mstep: Class 45 contains 16587 members 
Mstep: Class 46 contains 44147 members 
Mstep: Class 47 contains 13976 members 
Mstep: Class 48 contains 10835 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24589 members 
Mstep: Class 54 contains 7632 members 
Mstep: Class 55 contains 22568 members 
Mstep: Class 56 contains 15561 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6240 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4566 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4846 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299232.000000 Penalty: 226831.578125
Iteration 262Q: 66 clusters Score -1.392992e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27659 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108462 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 15835 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212394 members 
Mstep: Class 16 contains 23763 members 
Mstep: Class 17 contains 41001 members 
Mstep: Class 18 contains 36854 members 
Mstep: Class 19 contains 128200 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 6327 members 
Mstep: Class 24 contains 4412 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7845 members 
Mstep: Class 28 contains 11526 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12495 members 
Mstep: Class 32 contains 14949 members 
Mstep: Class 33 contains 9448 members 
Mstep: Class 34 contains 3163 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7146 members 
Mstep: Class 44 contains 53043 members 
Mstep: Class 45 contains 16585 members 
Mstep: Class 46 contains 44188 members 
Mstep: Class 47 contains 13979 members 
Mstep: Class 48 contains 10854 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24585 members 
Mstep: Class 54 contains 7632 members 
Mstep: Class 55 contains 22567 members 
Mstep: Class 56 contains 15576 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4567 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4848 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299200.000000 Penalty: 226831.578125
Iteration 263Q: 66 clusters Score -1.392992e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27659 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108462 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 15835 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 212383 members 
Mstep: Class 16 contains 23765 members 
Mstep: Class 17 contains 40991 members 
Mstep: Class 18 contains 36828 members 
Mstep: Class 19 contains 128199 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20634 members 
Mstep: Class 22 contains 10442 members 
Mstep: Class 23 contains 6336 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7846 members 
Mstep: Class 28 contains 11523 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12490 members 
Mstep: Class 32 contains 14949 members 
Mstep: Class 33 contains 9448 members 
Mstep: Class 34 contains 3160 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6871 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7142 members 
Mstep: Class 44 contains 53039 members 
Mstep: Class 45 contains 16582 members 
Mstep: Class 46 contains 44222 members 
Mstep: Class 47 contains 13981 members 
Mstep: Class 48 contains 10860 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6869 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 7633 members 
Mstep: Class 55 contains 22569 members 
Mstep: Class 56 contains 15585 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4567 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4848 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299232.000000 Penalty: 226831.578125
Iteration 264Q: 66 clusters Score -1.392992e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27656 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108463 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212375 members 
Mstep: Class 16 contains 23768 members 
Mstep: Class 17 contains 40980 members 
Mstep: Class 18 contains 36811 members 
Mstep: Class 19 contains 128199 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10434 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7848 members 
Mstep: Class 28 contains 11522 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12486 members 
Mstep: Class 32 contains 14949 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 3160 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6874 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3026 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7140 members 
Mstep: Class 44 contains 53033 members 
Mstep: Class 45 contains 16584 members 
Mstep: Class 46 contains 44252 members 
Mstep: Class 47 contains 13983 members 
Mstep: Class 48 contains 10860 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24579 members 
Mstep: Class 54 contains 7634 members 
Mstep: Class 55 contains 22567 members 
Mstep: Class 56 contains 15602 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4566 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4848 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299280.000000 Penalty: 226831.578125
Iteration 265Q: 66 clusters Score -1.392993e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27655 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108462 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6699 members 
Mstep: Class 13 contains 15829 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 212369 members 
Mstep: Class 16 contains 23770 members 
Mstep: Class 17 contains 40963 members 
Mstep: Class 18 contains 36785 members 
Mstep: Class 19 contains 128198 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10423 members 
Mstep: Class 23 contains 6354 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7852 members 
Mstep: Class 28 contains 11522 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 12485 members 
Mstep: Class 32 contains 14949 members 
Mstep: Class 33 contains 9446 members 
Mstep: Class 34 contains 3159 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6876 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3026 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7141 members 
Mstep: Class 44 contains 53033 members 
Mstep: Class 45 contains 16586 members 
Mstep: Class 46 contains 44278 members 
Mstep: Class 47 contains 13984 members 
Mstep: Class 48 contains 10872 members 
Mstep: Class 49 contains 3656 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24576 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22569 members 
Mstep: Class 56 contains 15609 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4565 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4848 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299376.000000 Penalty: 226831.578125
Iteration 266Q: 66 clusters Score -1.392994e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108460 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 212363 members 
Mstep: Class 16 contains 23774 members 
Mstep: Class 17 contains 40954 members 
Mstep: Class 18 contains 36753 members 
Mstep: Class 19 contains 128196 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10417 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7848 members 
Mstep: Class 28 contains 11522 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12482 members 
Mstep: Class 32 contains 14949 members 
Mstep: Class 33 contains 9444 members 
Mstep: Class 34 contains 3155 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6876 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3026 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7142 members 
Mstep: Class 44 contains 53032 members 
Mstep: Class 45 contains 16587 members 
Mstep: Class 46 contains 44296 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10894 members 
Mstep: Class 49 contains 3656 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24574 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22569 members 
Mstep: Class 56 contains 15622 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4567 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4848 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299424.000000 Penalty: 226831.578125
Iteration 267Q: 66 clusters Score -1.392994e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108459 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 212356 members 
Mstep: Class 16 contains 23778 members 
Mstep: Class 17 contains 40948 members 
Mstep: Class 18 contains 36735 members 
Mstep: Class 19 contains 128196 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10408 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7848 members 
Mstep: Class 28 contains 11522 members 
Mstep: Class 29 contains 10297 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12482 members 
Mstep: Class 32 contains 14948 members 
Mstep: Class 33 contains 9445 members 
Mstep: Class 34 contains 3155 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6876 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3026 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 53034 members 
Mstep: Class 45 contains 16587 members 
Mstep: Class 46 contains 44315 members 
Mstep: Class 47 contains 13986 members 
Mstep: Class 48 contains 10904 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6870 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24575 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22571 members 
Mstep: Class 56 contains 15621 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4569 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4848 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299488.000000 Penalty: 226831.578125
Iteration 268Q: 66 clusters Score -1.392995e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108458 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 212352 members 
Mstep: Class 16 contains 23780 members 
Mstep: Class 17 contains 40948 members 
Mstep: Class 18 contains 36721 members 
Mstep: Class 19 contains 128194 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10406 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7848 members 
Mstep: Class 28 contains 11522 members 
Mstep: Class 29 contains 10297 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12480 members 
Mstep: Class 32 contains 14949 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 3155 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6876 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3025 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7144 members 
Mstep: Class 44 contains 53034 members 
Mstep: Class 45 contains 16592 members 
Mstep: Class 46 contains 44323 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10909 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6871 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24577 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22571 members 
Mstep: Class 56 contains 15618 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4571 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4848 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299584.000000 Penalty: 226831.578125
Iteration 269Q: 66 clusters Score -1.392996e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108459 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 212349 members 
Mstep: Class 16 contains 23780 members 
Mstep: Class 17 contains 40947 members 
Mstep: Class 18 contains 36711 members 
Mstep: Class 19 contains 128194 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20637 members 
Mstep: Class 22 contains 10404 members 
Mstep: Class 23 contains 6364 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7853 members 
Mstep: Class 28 contains 11522 members 
Mstep: Class 29 contains 10297 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12479 members 
Mstep: Class 32 contains 14951 members 
Mstep: Class 33 contains 9446 members 
Mstep: Class 34 contains 3153 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6877 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7145 members 
Mstep: Class 44 contains 53036 members 
Mstep: Class 45 contains 16594 members 
Mstep: Class 46 contains 44325 members 
Mstep: Class 47 contains 13989 members 
Mstep: Class 48 contains 10914 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6872 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22570 members 
Mstep: Class 56 contains 15614 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4572 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4849 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299504.000000 Penalty: 226831.578125
Iteration 270Q: 66 clusters Score -1.392995e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27654 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108459 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 212350 members 
Mstep: Class 16 contains 23782 members 
Mstep: Class 17 contains 40938 members 
Mstep: Class 18 contains 36701 members 
Mstep: Class 19 contains 128193 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 10400 members 
Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7852 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10298 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12479 members 
Mstep: Class 32 contains 14951 members 
Mstep: Class 33 contains 9445 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6878 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7145 members 
Mstep: Class 44 contains 53037 members 
Mstep: Class 45 contains 16598 members 
Mstep: Class 46 contains 44334 members 
Mstep: Class 47 contains 13990 members 
Mstep: Class 48 contains 10920 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6874 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24579 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22571 members 
Mstep: Class 56 contains 15617 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4572 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4849 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299424.000000 Penalty: 226831.578125
Iteration 271Q: 66 clusters Score -1.392994e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27652 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108462 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212349 members 
Mstep: Class 16 contains 23787 members 
Mstep: Class 17 contains 40925 members 
Mstep: Class 18 contains 36688 members 
Mstep: Class 19 contains 128193 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10399 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7851 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10299 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12478 members 
Mstep: Class 32 contains 14951 members 
Mstep: Class 33 contains 9449 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6879 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7147 members 
Mstep: Class 44 contains 53036 members 
Mstep: Class 45 contains 16600 members 
Mstep: Class 46 contains 44343 members 
Mstep: Class 47 contains 13990 members 
Mstep: Class 48 contains 10926 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6874 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24579 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22571 members 
Mstep: Class 56 contains 15623 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4573 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4850 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299376.000000 Penalty: 226831.578125
Iteration 272Q: 66 clusters Score -1.392994e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27651 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108464 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212349 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 40913 members 
Mstep: Class 18 contains 36683 members 
Mstep: Class 19 contains 128192 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20633 members 
Mstep: Class 22 contains 10393 members 
Mstep: Class 23 contains 6355 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7851 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10300 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12479 members 
Mstep: Class 32 contains 14951 members 
Mstep: Class 33 contains 9452 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6879 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7146 members 
Mstep: Class 44 contains 53034 members 
Mstep: Class 45 contains 16601 members 
Mstep: Class 46 contains 44353 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10925 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6875 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22571 members 
Mstep: Class 56 contains 15634 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4851 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299408.000000 Penalty: 226831.578125
Iteration 273Q: 66 clusters Score -1.392994e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108468 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212349 members 
Mstep: Class 16 contains 23791 members 
Mstep: Class 17 contains 40910 members 
Mstep: Class 18 contains 36683 members 
Mstep: Class 19 contains 128191 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20633 members 
Mstep: Class 22 contains 10383 members 
Mstep: Class 23 contains 6354 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7850 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10300 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12478 members 
Mstep: Class 32 contains 14952 members 
Mstep: Class 33 contains 9454 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6879 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7146 members 
Mstep: Class 44 contains 53028 members 
Mstep: Class 45 contains 16602 members 
Mstep: Class 46 contains 44358 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10921 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6875 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22571 members 
Mstep: Class 56 contains 15645 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4851 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299376.000000 Penalty: 226831.578125
Iteration 274Q: 66 clusters Score -1.392994e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27651 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108471 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15824 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212344 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 40901 members 
Mstep: Class 18 contains 36683 members 
Mstep: Class 19 contains 128191 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20633 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7850 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10300 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12476 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9457 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6879 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7146 members 
Mstep: Class 44 contains 53020 members 
Mstep: Class 45 contains 16602 members 
Mstep: Class 46 contains 44364 members 
Mstep: Class 47 contains 13988 members 
Mstep: Class 48 contains 10920 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6875 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24577 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22570 members 
Mstep: Class 56 contains 15660 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4851 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299216.000000 Penalty: 226831.578125
Iteration 275Q: 66 clusters Score -1.392992e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27653 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108472 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15824 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212341 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 40888 members 
Mstep: Class 18 contains 36680 members 
Mstep: Class 19 contains 128192 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20634 members 
Mstep: Class 22 contains 10373 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7853 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10300 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6878 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7146 members 
Mstep: Class 44 contains 53019 members 
Mstep: Class 45 contains 16602 members 
Mstep: Class 46 contains 44366 members 
Mstep: Class 47 contains 13988 members 
Mstep: Class 48 contains 10923 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6875 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22573 members 
Mstep: Class 56 contains 15673 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4850 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299232.000000 Penalty: 226831.578125
Iteration 276Q: 66 clusters Score -1.392992e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27651 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108473 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212344 members 
Mstep: Class 16 contains 23791 members 
Mstep: Class 17 contains 40874 members 
Mstep: Class 18 contains 36679 members 
Mstep: Class 19 contains 128192 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20634 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7855 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10300 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12472 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9459 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6879 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53014 members 
Mstep: Class 45 contains 16600 members 
Mstep: Class 46 contains 44368 members 
Mstep: Class 47 contains 13988 members 
Mstep: Class 48 contains 10925 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6875 members 
Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24577 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22577 members 
Mstep: Class 56 contains 15680 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4849 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299200.000000 Penalty: 226831.578125
Iteration 277Q: 66 clusters Score -1.392992e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27649 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108471 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212341 members 
Mstep: Class 16 contains 23791 members 
Mstep: Class 17 contains 40876 members 
Mstep: Class 18 contains 36676 members 
Mstep: Class 19 contains 128191 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10369 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7856 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10299 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6879 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53010 members 
Mstep: Class 45 contains 16599 members 
Mstep: Class 46 contains 44373 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10927 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6876 members 
Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24577 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22579 members 
Mstep: Class 56 contains 15686 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4850 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299248.000000 Penalty: 226831.578125
Iteration 278Q: 66 clusters Score -1.392992e+08 nChanged 61
Entering ConstructFrom: 
Score: -139299248.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -23413.964844 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -23413.96 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 159 members 
Entering Unmasked Estep 
Score: -22182.808594 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -22182.81 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22472.074219 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -22472.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22637.636719 Penalty: 2865.715576
	Iteration 2F: 3 clusters Score -22637.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22741.033203 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -22741.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22773.240234 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -22773.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22811.478516 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -22811.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22848.111328 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -22848.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22921.962891 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -22921.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22932.433594 Penalty: 2865.715576
	Iteration 8Q: 3 clusters Score -22932.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22932.433594 Penalty: 2865.715576
	Iteration 9F: 3 clusters Score -22932.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Entering Unmasked Estep 
Score: -595998.562500 Penalty: 2156.983154
	Iteration 0F: 2 clusters Score -595998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -590878.125000 Penalty: 4313.966309
	Iteration 0F: 3 clusters Score -590878.1 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -592499.375000 Penalty: 4313.966309
	Iteration 1F: 3 clusters Score -592499.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -593114.437500 Penalty: 4313.966309
	Iteration 2F: 3 clusters Score -593114.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -593641.875000 Penalty: 4313.966309
	Iteration 3F: 3 clusters Score -593641.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -593959.375000 Penalty: 4313.966309
	Iteration 4F: 3 clusters Score -593959.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -594136.062500 Penalty: 4313.966309
	Iteration 5Q: 3 clusters Score -594136.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -594234.312500 Penalty: 4313.966309
	Iteration 6Q: 3 clusters Score -594234.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -594290.937500 Penalty: 4313.966309
	Iteration 7Q: 3 clusters Score -594290.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -594332.937500 Penalty: 4313.966309
	Iteration 8Q: 3 clusters Score -594332.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -594361.687500 Penalty: 4313.966309
	Iteration 9Q: 3 clusters Score -594361.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -594377.687500 Penalty: 4313.966309
	Iteration 10Q: 3 clusters Score -594377.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -594390.000000 Penalty: 4313.966309
	Iteration 11Q: 3 clusters Score -594390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -594404.062500 Penalty: 4313.966309
	Iteration 12Q: 3 clusters Score -594404.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -594414.875000 Penalty: 4313.966309
	Iteration 13Q: 3 clusters Score -594414.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -594424.500000 Penalty: 4313.966309
	Iteration 14Q: 3 clusters Score -594424.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -594434.312500 Penalty: 4313.966309
	Iteration 15Q: 3 clusters Score -594434.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -594439.562500 Penalty: 4313.966309
	Iteration 16Q: 3 clusters Score -594439.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -594443.250000 Penalty: 4313.966309
	Iteration 17Q: 3 clusters Score -594443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -594446.625000 Penalty: 4313.966309
	Iteration 18Q: 3 clusters Score -594446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -594447.312500 Penalty: 4313.966309
	Iteration 19Q: 3 clusters Score -594447.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -594449.125000 Penalty: 4313.966309
	Iteration 20F: 3 clusters Score -594449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -594452.250000 Penalty: 4313.966309
	Iteration 21Q: 3 clusters Score -594452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -594454.250000 Penalty: 4313.966309
	Iteration 22Q: 3 clusters Score -594454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -594455.062500 Penalty: 4313.966309
	Iteration 23Q: 3 clusters Score -594455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -594456.875000 Penalty: 4313.966309
	Iteration 24Q: 3 clusters Score -594456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -594457.125000 Penalty: 4313.966309
	Iteration 25Q: 3 clusters Score -594457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -594457.500000 Penalty: 4313.966309
	Iteration 26Q: 3 clusters Score -594457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -594457.500000 Penalty: 4313.966309
	Iteration 27Q: 3 clusters Score -594457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -594457.500000 Penalty: 4313.966309
	Iteration 28F: 3 clusters Score -594457.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Entering Unmasked Estep 
Score: -3149843.000000 Penalty: 2536.363525
	Iteration 0F: 2 clusters Score -3149843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3130749.500000 Penalty: 5072.727051
	Iteration 0F: 3 clusters Score -3130750 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3137355.250000 Penalty: 5072.727051
	Iteration 1F: 3 clusters Score -3137355 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3137818.500000 Penalty: 5072.727051
	Iteration 2Q: 3 clusters Score -3137818 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3138211.000000 Penalty: 5072.727051
	Iteration 3Q: 3 clusters Score -3138211 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3138535.000000 Penalty: 5072.727051
	Iteration 4Q: 3 clusters Score -3138535 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3138839.500000 Penalty: 5072.727051
	Iteration 5Q: 3 clusters Score -3138840 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3139178.500000 Penalty: 5072.727051
	Iteration 6Q: 3 clusters Score -3139178 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3139580.250000 Penalty: 5072.727051
	Iteration 7Q: 3 clusters Score -3139580 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3140140.000000 Penalty: 5072.727051
	Iteration 8Q: 3 clusters Score -3140140 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3140875.750000 Penalty: 5072.727051
	Iteration 9Q: 3 clusters Score -3140876 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3141792.250000 Penalty: 5072.727051
	Iteration 10F: 3 clusters Score -3141792 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3142818.500000 Penalty: 5072.727051
	Iteration 11F: 3 clusters Score -3142818 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3143873.250000 Penalty: 5072.727051
	Iteration 12F: 3 clusters Score -3143873 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3144787.250000 Penalty: 5072.727051
	Iteration 13F: 3 clusters Score -3144787 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -3145461.500000 Penalty: 5072.727051
	Iteration 14Q: 3 clusters Score -3145462 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3145980.750000 Penalty: 5072.727051
	Iteration 15Q: 3 clusters Score -3145981 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3146342.500000 Penalty: 5072.727051
	Iteration 16Q: 3 clusters Score -3146342 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3146648.250000 Penalty: 5072.727051
	Iteration 17Q: 3 clusters Score -3146648 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3146894.000000 Penalty: 5072.727051
	Iteration 18Q: 3 clusters Score -3146894 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3147136.250000 Penalty: 5072.727051
	Iteration 19Q: 3 clusters Score -3147136 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3147370.750000 Penalty: 5072.727051
	Iteration 20F: 3 clusters Score -3147371 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3147595.500000 Penalty: 5072.727051
	Iteration 21Q: 3 clusters Score -3147596 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3147814.250000 Penalty: 5072.727051
	Iteration 22Q: 3 clusters Score -3147814 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3148036.500000 Penalty: 5072.727051
	Iteration 23Q: 3 clusters Score -3148036 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3148269.250000 Penalty: 5072.727051
	Iteration 24Q: 3 clusters Score -3148269 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3148465.750000 Penalty: 5072.727051
	Iteration 25Q: 3 clusters Score -3148466 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3148635.000000 Penalty: 5072.727051
	Iteration 26Q: 3 clusters Score -3148635 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3148788.500000 Penalty: 5072.727051
	Iteration 27Q: 3 clusters Score -3148788 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3148877.500000 Penalty: 5072.727051
	Iteration 28Q: 3 clusters Score -3148878 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3148928.000000 Penalty: 5072.727051
	Iteration 29Q: 3 clusters Score -3148928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3148966.250000 Penalty: 5072.727051
	Iteration 30Q: 3 clusters Score -3148966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3148986.750000 Penalty: 5072.727051
	Iteration 31Q: 3 clusters Score -3148987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3148987.500000 Penalty: 5072.727051
	Iteration 32Q: 3 clusters Score -3148988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3148995.250000 Penalty: 5072.727051
	Iteration 33Q: 3 clusters Score -3148995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3148998.750000 Penalty: 5072.727051
	Iteration 34Q: 3 clusters Score -3148999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3149001.750000 Penalty: 5072.727051
	Iteration 35Q: 3 clusters Score -3149002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3149006.000000 Penalty: 5072.727051
	Iteration 36Q: 3 clusters Score -3149006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3149003.750000 Penalty: 5072.727051
	Iteration 37Q: 3 clusters Score -3149004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3149010.750000 Penalty: 5072.727051
	Iteration 38Q: 3 clusters Score -3149011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3149007.250000 Penalty: 5072.727051
	Iteration 39Q: 3 clusters Score -3149007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3149003.000000 Penalty: 5072.727051
	Iteration 40F: 3 clusters Score -3149003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3149004.000000 Penalty: 5072.727051
	Iteration 41Q: 3 clusters Score -3149004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3149003.750000 Penalty: 5072.727051
	Iteration 42Q: 3 clusters Score -3149004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3149006.750000 Penalty: 5072.727051
	Iteration 43Q: 3 clusters Score -3149007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3149006.000000 Penalty: 5072.727051
	Iteration 44Q: 3 clusters Score -3149006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3149009.750000 Penalty: 5072.727051
	Iteration 45Q: 3 clusters Score -3149010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3149009.500000 Penalty: 5072.727051
	Iteration 46Q: 3 clusters Score -3149010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3149009.500000 Penalty: 5072.727051
	Iteration 47F: 3 clusters Score -3149010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -380612.750000 Penalty: 2048.088867
	Iteration 0F: 2 clusters Score -380612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -376821.593750 Penalty: 4096.177734
	Iteration 0F: 3 clusters Score -376821.6 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -377729.656250 Penalty: 4096.177734
	Iteration 1F: 3 clusters Score -377729.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -378048.625000 Penalty: 4096.177734
	Iteration 2F: 3 clusters Score -378048.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -378368.531250 Penalty: 4096.177734
	Iteration 3F: 3 clusters Score -378368.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -378740.812500 Penalty: 4096.177734
	Iteration 4F: 3 clusters Score -378740.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -379233.375000 Penalty: 4096.177734
	Iteration 5F: 3 clusters Score -379233.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -379743.625000 Penalty: 4096.177734
	Iteration 6F: 3 clusters Score -379743.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -380305.437500 Penalty: 4096.177734
	Iteration 7F: 3 clusters Score -380305.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -380865.093750 Penalty: 4096.177734
	Iteration 8F: 3 clusters Score -380865.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -381239.093750 Penalty: 4096.177734
	Iteration 9F: 3 clusters Score -381239.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -381421.343750 Penalty: 4096.177734
	Iteration 10Q: 3 clusters Score -381421.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -381472.718750 Penalty: 4096.177734
	Iteration 11Q: 3 clusters Score -381472.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -381487.718750 Penalty: 4096.177734
	Iteration 12Q: 3 clusters Score -381487.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -381497.281250 Penalty: 4096.177734
	Iteration 13Q: 3 clusters Score -381497.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -381505.406250 Penalty: 4096.177734
	Iteration 14Q: 3 clusters Score -381505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -381506.781250 Penalty: 4096.177734
	Iteration 15Q: 3 clusters Score -381506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -381507.718750 Penalty: 4096.177734
	Iteration 16Q: 3 clusters Score -381507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -381508.656250 Penalty: 4096.177734
	Iteration 17Q: 3 clusters Score -381508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -381508.812500 Penalty: 4096.177734
	Iteration 18Q: 3 clusters Score -381508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -381508.781250 Penalty: 4096.177734
	Iteration 19Q: 3 clusters Score -381508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -381508.781250 Penalty: 4096.177734
	Iteration 20F: 3 clusters Score -381508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212336 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 40875 members 
Mstep: Class 18 contains 36674 members 
Mstep: Class 19 contains 128191 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10366 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7856 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6880 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53006 members 
Mstep: Class 45 contains 16600 members 
Mstep: Class 46 contains 44380 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10928 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6877 members 
Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15696 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4853 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Mstep: Class 66 contains 1585 members 
Entering Unmasked Estep 
Score: -139298496.000000 Penalty: 230321.296875
Splitting cluster 4 changes total score from -139299248.000000 to -139298496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Entering Unmasked Estep 
Score: -1888189.625000 Penalty: 2430.692139
	Iteration 0F: 2 clusters Score -1888190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1875409.375000 Penalty: 4861.384277
	Iteration 0F: 3 clusters Score -1875409 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1879812.500000 Penalty: 4861.384277
	Iteration 1F: 3 clusters Score -1879812 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1880363.250000 Penalty: 4861.384277
	Iteration 2F: 3 clusters Score -1880363 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1880946.375000 Penalty: 4861.384277
	Iteration 3F: 3 clusters Score -1880946 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1881602.000000 Penalty: 4861.384277
	Iteration 4F: 3 clusters Score -1881602 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1882425.125000 Penalty: 4861.384277
	Iteration 5F: 3 clusters Score -1882425 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1883314.625000 Penalty: 4861.384277
	Iteration 6F: 3 clusters Score -1883315 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1884012.250000 Penalty: 4861.384277
	Iteration 7F: 3 clusters Score -1884012 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1884541.375000 Penalty: 4861.384277
	Iteration 8Q: 3 clusters Score -1884541 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1884915.000000 Penalty: 4861.384277
	Iteration 9Q: 3 clusters Score -1884915 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1885231.625000 Penalty: 4861.384277
	Iteration 10Q: 3 clusters Score -1885232 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1885490.625000 Penalty: 4861.384277
	Iteration 11Q: 3 clusters Score -1885491 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1885699.375000 Penalty: 4861.384277
	Iteration 12Q: 3 clusters Score -1885699 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1885880.125000 Penalty: 4861.384277
	Iteration 13Q: 3 clusters Score -1885880 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1886035.250000 Penalty: 4861.384277
	Iteration 14Q: 3 clusters Score -1886035 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1886166.625000 Penalty: 4861.384277
	Iteration 15Q: 3 clusters Score -1886167 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1886290.750000 Penalty: 4861.384277
	Iteration 16Q: 3 clusters Score -1886291 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1886369.750000 Penalty: 4861.384277
	Iteration 17Q: 3 clusters Score -1886370 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1886454.875000 Penalty: 4861.384277
	Iteration 18Q: 3 clusters Score -1886455 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1886522.125000 Penalty: 4861.384277
	Iteration 19Q: 3 clusters Score -1886522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1886581.125000 Penalty: 4861.384277
	Iteration 20F: 3 clusters Score -1886581 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1886642.250000 Penalty: 4861.384277
	Iteration 21Q: 3 clusters Score -1886642 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1886685.750000 Penalty: 4861.384277
	Iteration 22Q: 3 clusters Score -1886686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1886720.500000 Penalty: 4861.384277
	Iteration 23Q: 3 clusters Score -1886720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1886743.875000 Penalty: 4861.384277
	Iteration 24Q: 3 clusters Score -1886744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1886774.750000 Penalty: 4861.384277
	Iteration 25Q: 3 clusters Score -1886775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1886805.125000 Penalty: 4861.384277
	Iteration 26Q: 3 clusters Score -1886805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1886813.875000 Penalty: 4861.384277
	Iteration 27Q: 3 clusters Score -1886814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1886821.125000 Penalty: 4861.384277
	Iteration 28Q: 3 clusters Score -1886821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1886828.000000 Penalty: 4861.384277
	Iteration 29Q: 3 clusters Score -1886828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1886845.375000 Penalty: 4861.384277
	Iteration 30Q: 3 clusters Score -1886845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1886857.750000 Penalty: 4861.384277
	Iteration 31Q: 3 clusters Score -1886858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1886871.750000 Penalty: 4861.384277
	Iteration 32Q: 3 clusters Score -1886872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1886875.250000 Penalty: 4861.384277
	Iteration 33Q: 3 clusters Score -1886875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1886875.875000 Penalty: 4861.384277
	Iteration 34Q: 3 clusters Score -1886876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1886878.875000 Penalty: 4861.384277
	Iteration 35Q: 3 clusters Score -1886879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1886879.125000 Penalty: 4861.384277
	Iteration 36Q: 3 clusters Score -1886879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1886876.875000 Penalty: 4861.384277
	Iteration 37Q: 3 clusters Score -1886877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1886882.500000 Penalty: 4861.384277
	Iteration 38Q: 3 clusters Score -1886882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1886884.875000 Penalty: 4861.384277
	Iteration 39Q: 3 clusters Score -1886885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1886886.625000 Penalty: 4861.384277
	Iteration 40F: 3 clusters Score -1886887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1886888.125000 Penalty: 4861.384277
	Iteration 41Q: 3 clusters Score -1886888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1886888.125000 Penalty: 4861.384277
	Iteration 42F: 3 clusters Score -1886888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Entering Unmasked Estep 
Score: -15802089.000000 Penalty: 2939.601807
	Iteration 0F: 2 clusters Score -1.580209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -15708321.000000 Penalty: 5879.203613
	Iteration 0F: 3 clusters Score -1.570832e+07 nChanged 66930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -15747208.000000 Penalty: 5879.203613
	Iteration 1F: 3 clusters Score -1.574721e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -15748378.000000 Penalty: 5879.203613
	Iteration 2Q: 3 clusters Score -1.574838e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -15749978.000000 Penalty: 5879.203613
	Iteration 3Q: 3 clusters Score -1.574998e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -15752265.000000 Penalty: 5879.203613
	Iteration 4Q: 3 clusters Score -1.575226e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -15755408.000000 Penalty: 5879.203613
	Iteration 5Q: 3 clusters Score -1.575541e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -15759134.000000 Penalty: 5879.203613
	Iteration 6F: 3 clusters Score -1.575913e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -15763637.000000 Penalty: 5879.203613
	Iteration 7F: 3 clusters Score -1.576364e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -15768945.000000 Penalty: 5879.203613
	Iteration 8F: 3 clusters Score -1.576894e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -15774566.000000 Penalty: 5879.203613
	Iteration 9F: 3 clusters Score -1.577457e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -15780475.000000 Penalty: 5879.203613
	Iteration 10F: 3 clusters Score -1.578048e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 110129 members 
Entering Unmasked Estep 
Score: -15785303.000000 Penalty: 5879.203613
	Iteration 11Q: 3 clusters Score -1.57853e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 114671 members 
Entering Unmasked Estep 
Score: -15788933.000000 Penalty: 5879.203613
	Iteration 12Q: 3 clusters Score -1.578893e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 118570 members 
Entering Unmasked Estep 
Score: -15791714.000000 Penalty: 5879.203613
	Iteration 13Q: 3 clusters Score -1.579171e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -15794209.000000 Penalty: 5879.203613
	Iteration 14Q: 3 clusters Score -1.579421e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 124746 members 
Entering Unmasked Estep 
Score: -15796384.000000 Penalty: 5879.203613
	Iteration 15Q: 3 clusters Score -1.579638e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 126916 members 
Entering Unmasked Estep 
Score: -15798167.000000 Penalty: 5879.203613
	Iteration 16Q: 3 clusters Score -1.579817e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -15799471.000000 Penalty: 5879.203613
	Iteration 17Q: 3 clusters Score -1.579947e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 129653 members 
Entering Unmasked Estep 
Score: -15800272.000000 Penalty: 5879.203613
	Iteration 18Q: 3 clusters Score -1.580027e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 130439 members 
Entering Unmasked Estep 
Score: -15800686.000000 Penalty: 5879.203613
	Iteration 19Q: 3 clusters Score -1.580069e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 130987 members 
Entering Unmasked Estep 
Score: -15800929.000000 Penalty: 5879.203613
	Iteration 20F: 3 clusters Score -1.580093e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 131392 members 
Entering Unmasked Estep 
Score: -15801071.000000 Penalty: 5879.203613
	Iteration 21Q: 3 clusters Score -1.580107e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 131707 members 
Entering Unmasked Estep 
Score: -15801109.000000 Penalty: 5879.203613
	Iteration 22Q: 3 clusters Score -1.580111e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 131956 members 
Entering Unmasked Estep 
Score: -15801121.000000 Penalty: 5879.203613
	Iteration 23Q: 3 clusters Score -1.580112e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 132174 members 
Entering Unmasked Estep 
Score: -15801178.000000 Penalty: 5879.203613
	Iteration 24Q: 3 clusters Score -1.580118e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 132347 members 
Entering Unmasked Estep 
Score: -15801170.000000 Penalty: 5879.203613
	Iteration 25Q: 3 clusters Score -1.580117e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 132494 members 
Entering Unmasked Estep 
Score: -15801206.000000 Penalty: 5879.203613
	Iteration 26Q: 3 clusters Score -1.580121e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 132619 members 
Entering Unmasked Estep 
Score: -15801208.000000 Penalty: 5879.203613
	Iteration 27Q: 3 clusters Score -1.580121e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 132696 members 
Entering Unmasked Estep 
Score: -15801226.000000 Penalty: 5879.203613
	Iteration 28Q: 3 clusters Score -1.580123e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -15801251.000000 Penalty: 5879.203613
	Iteration 29Q: 3 clusters Score -1.580125e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -15801252.000000 Penalty: 5879.203613
	Iteration 30Q: 3 clusters Score -1.580125e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 132894 members 
Entering Unmasked Estep 
Score: -15801267.000000 Penalty: 5879.203613
	Iteration 31Q: 3 clusters Score -1.580127e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 132941 members 
Entering Unmasked Estep 
Score: -15801275.000000 Penalty: 5879.203613
	Iteration 32Q: 3 clusters Score -1.580128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 132975 members 
Entering Unmasked Estep 
Score: -15801273.000000 Penalty: 5879.203613
	Iteration 33Q: 3 clusters Score -1.580127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -15801280.000000 Penalty: 5879.203613
	Iteration 34Q: 3 clusters Score -1.580128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 133025 members 
Entering Unmasked Estep 
Score: -15801288.000000 Penalty: 5879.203613
	Iteration 35Q: 3 clusters Score -1.580129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 133059 members 
Entering Unmasked Estep 
Score: -15801285.000000 Penalty: 5879.203613
	Iteration 36Q: 3 clusters Score -1.580128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 133088 members 
Entering Unmasked Estep 
Score: -15801334.000000 Penalty: 5879.203613
	Iteration 37Q: 3 clusters Score -1.580133e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 133128 members 
Entering Unmasked Estep 
Score: -15801320.000000 Penalty: 5879.203613
	Iteration 38Q: 3 clusters Score -1.580132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 133162 members 
Entering Unmasked Estep 
Score: -15801338.000000 Penalty: 5879.203613
	Iteration 39Q: 3 clusters Score -1.580134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -15801325.000000 Penalty: 5879.203613
	Iteration 40F: 3 clusters Score -1.580132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 133217 members 
Entering Unmasked Estep 
Score: -15801326.000000 Penalty: 5879.203613
	Iteration 41Q: 3 clusters Score -1.580133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 133234 members 
Entering Unmasked Estep 
Score: -15801315.000000 Penalty: 5879.203613
	Iteration 42Q: 3 clusters Score -1.580132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 133245 members 
Entering Unmasked Estep 
Score: -15801318.000000 Penalty: 5879.203613
	Iteration 43Q: 3 clusters Score -1.580132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 133257 members 
Entering Unmasked Estep 
Score: -15801317.000000 Penalty: 5879.203613
	Iteration 44Q: 3 clusters Score -1.580132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 133271 members 
Entering Unmasked Estep 
Score: -15801342.000000 Penalty: 5879.203613
	Iteration 45Q: 3 clusters Score -1.580134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 133281 members 
Entering Unmasked Estep 
Score: -15801333.000000 Penalty: 5879.203613
	Iteration 46Q: 3 clusters Score -1.580133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 133288 members 
Entering Unmasked Estep 
Score: -15801324.000000 Penalty: 5879.203613
	Iteration 47Q: 3 clusters Score -1.580132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 133294 members 
Entering Unmasked Estep 
Score: -15801320.000000 Penalty: 5879.203613
	Iteration 48Q: 3 clusters Score -1.580132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 133297 members 
Entering Unmasked Estep 
Score: -15801324.000000 Penalty: 5879.203613
	Iteration 49Q: 3 clusters Score -1.580132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 133304 members 
Entering Unmasked Estep 
Score: -15801326.000000 Penalty: 5879.203613
	Iteration 50Q: 3 clusters Score -1.580133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 133313 members 
Entering Unmasked Estep 
Score: -15801337.000000 Penalty: 5879.203613
	Iteration 51Q: 3 clusters Score -1.580134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 133321 members 
Entering Unmasked Estep 
Score: -15801337.000000 Penalty: 5879.203613
	Iteration 52Q: 3 clusters Score -1.580134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 133327 members 
Entering Unmasked Estep 
Score: -15801333.000000 Penalty: 5879.203613
	Iteration 53Q: 3 clusters Score -1.580133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 133336 members 
Entering Unmasked Estep 
Score: -15801323.000000 Penalty: 5879.203613
	Iteration 54Q: 3 clusters Score -1.580132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -15801343.000000 Penalty: 5879.203613
	Iteration 55Q: 3 clusters Score -1.580134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 133350 members 
Entering Unmasked Estep 
Score: -15801333.000000 Penalty: 5879.203613
	Iteration 56Q: 3 clusters Score -1.580133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 133352 members 
Entering Unmasked Estep 
Score: -15801339.000000 Penalty: 5879.203613
	Iteration 57Q: 3 clusters Score -1.580134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 133356 members 
Entering Unmasked Estep 
Score: -15801343.000000 Penalty: 5879.203613
	Iteration 58Q: 3 clusters Score -1.580134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 133360 members 
Entering Unmasked Estep 
Score: -15801354.000000 Penalty: 5879.203613
	Iteration 59Q: 3 clusters Score -1.580135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 133362 members 
Entering Unmasked Estep 
Score: -15801372.000000 Penalty: 5879.203613
	Iteration 60F: 3 clusters Score -1.580137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 133365 members 
Entering Unmasked Estep 
Score: -15801356.000000 Penalty: 5879.203613
	Iteration 61Q: 3 clusters Score -1.580136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 133366 members 
Entering Unmasked Estep 
Score: -15801355.000000 Penalty: 5879.203613
	Iteration 62Q: 3 clusters Score -1.580136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 133366 members 
Entering Unmasked Estep 
Score: -15801355.000000 Penalty: 5879.203613
	Iteration 63F: 3 clusters Score -1.580136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -515481.000000 Penalty: 2118.097168
	Iteration 0F: 2 clusters Score -515481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -510910.125000 Penalty: 4236.194336
	Iteration 0F: 3 clusters Score -510910.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -512125.812500 Penalty: 4236.194336
	Iteration 1F: 3 clusters Score -512125.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -512455.937500 Penalty: 4236.194336
	Iteration 2F: 3 clusters Score -512455.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -512732.437500 Penalty: 4236.194336
	Iteration 3F: 3 clusters Score -512732.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -512984.093750 Penalty: 4236.194336
	Iteration 4F: 3 clusters Score -512984.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -513194.468750 Penalty: 4236.194336
	Iteration 5F: 3 clusters Score -513194.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -513379.250000 Penalty: 4236.194336
	Iteration 6Q: 3 clusters Score -513379.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -513536.843750 Penalty: 4236.194336
	Iteration 7Q: 3 clusters Score -513536.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -513677.062500 Penalty: 4236.194336
	Iteration 8Q: 3 clusters Score -513677.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -513843.187500 Penalty: 4236.194336
	Iteration 9Q: 3 clusters Score -513843.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -514051.656250 Penalty: 4236.194336
	Iteration 10Q: 3 clusters Score -514051.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -514285.437500 Penalty: 4236.194336
	Iteration 11Q: 3 clusters Score -514285.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -514477.625000 Penalty: 4236.194336
	Iteration 12Q: 3 clusters Score -514477.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -514618.531250 Penalty: 4236.194336
	Iteration 13Q: 3 clusters Score -514618.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -514723.062500 Penalty: 4236.194336
	Iteration 14Q: 3 clusters Score -514723.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -514787.468750 Penalty: 4236.194336
	Iteration 15Q: 3 clusters Score -514787.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -514821.000000 Penalty: 4236.194336
	Iteration 16Q: 3 clusters Score -514821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -514850.218750 Penalty: 4236.194336
	Iteration 17Q: 3 clusters Score -514850.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -514865.687500 Penalty: 4236.194336
	Iteration 18Q: 3 clusters Score -514865.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -514876.000000 Penalty: 4236.194336
	Iteration 19Q: 3 clusters Score -514876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -514880.875000 Penalty: 4236.194336
	Iteration 20F: 3 clusters Score -514880.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -514888.281250 Penalty: 4236.194336
	Iteration 21Q: 3 clusters Score -514888.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -514893.281250 Penalty: 4236.194336
	Iteration 22Q: 3 clusters Score -514893.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -514897.656250 Penalty: 4236.194336
	Iteration 23Q: 3 clusters Score -514897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -514898.625000 Penalty: 4236.194336
	Iteration 24Q: 3 clusters Score -514898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -514898.625000 Penalty: 4236.194336
	Iteration 25Q: 3 clusters Score -514898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -514899.375000 Penalty: 4236.194336
	Iteration 26Q: 3 clusters Score -514899.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -514899.375000 Penalty: 4236.194336
	Iteration 27F: 3 clusters Score -514899.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Entering Unmasked Estep 
Score: -1783894.500000 Penalty: 2411.077393
	Iteration 0F: 2 clusters Score -1783894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1772035.625000 Penalty: 4822.154785
	Iteration 0F: 3 clusters Score -1772036 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1776144.375000 Penalty: 4822.154785
	Iteration 1F: 3 clusters Score -1776144 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1776656.875000 Penalty: 4822.154785
	Iteration 2F: 3 clusters Score -1776657 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1777123.750000 Penalty: 4822.154785
	Iteration 3F: 3 clusters Score -1777124 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1777536.750000 Penalty: 4822.154785
	Iteration 4Q: 3 clusters Score -1777537 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1777994.375000 Penalty: 4822.154785
	Iteration 5Q: 3 clusters Score -1777994 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1778488.750000 Penalty: 4822.154785
	Iteration 6Q: 3 clusters Score -1778489 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1779067.875000 Penalty: 4822.154785
	Iteration 7Q: 3 clusters Score -1779068 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1779691.875000 Penalty: 4822.154785
	Iteration 8Q: 3 clusters Score -1779692 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1780323.375000 Penalty: 4822.154785
	Iteration 9Q: 3 clusters Score -1780323 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1780925.375000 Penalty: 4822.154785
	Iteration 10Q: 3 clusters Score -1780925 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1781402.625000 Penalty: 4822.154785
	Iteration 11Q: 3 clusters Score -1781403 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1781775.125000 Penalty: 4822.154785
	Iteration 12Q: 3 clusters Score -1781775 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1782107.375000 Penalty: 4822.154785
	Iteration 13Q: 3 clusters Score -1782107 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1782373.375000 Penalty: 4822.154785
	Iteration 14Q: 3 clusters Score -1782373 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1782591.500000 Penalty: 4822.154785
	Iteration 15Q: 3 clusters Score -1782592 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1782750.375000 Penalty: 4822.154785
	Iteration 16Q: 3 clusters Score -1782750 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1782897.625000 Penalty: 4822.154785
	Iteration 17Q: 3 clusters Score -1782898 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1783018.250000 Penalty: 4822.154785
	Iteration 18Q: 3 clusters Score -1783018 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1783124.125000 Penalty: 4822.154785
	Iteration 19Q: 3 clusters Score -1783124 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1783207.125000 Penalty: 4822.154785
	Iteration 20F: 3 clusters Score -1783207 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1783308.000000 Penalty: 4822.154785
	Iteration 21Q: 3 clusters Score -1783308 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1783418.500000 Penalty: 4822.154785
	Iteration 22Q: 3 clusters Score -1783418 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1783508.375000 Penalty: 4822.154785
	Iteration 23Q: 3 clusters Score -1783508 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1783551.625000 Penalty: 4822.154785
	Iteration 24Q: 3 clusters Score -1783552 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1783597.125000 Penalty: 4822.154785
	Iteration 25Q: 3 clusters Score -1783597 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1783636.500000 Penalty: 4822.154785
	Iteration 26Q: 3 clusters Score -1783636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1783675.250000 Penalty: 4822.154785
	Iteration 27Q: 3 clusters Score -1783675 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1783719.000000 Penalty: 4822.154785
	Iteration 28Q: 3 clusters Score -1783719 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1783747.125000 Penalty: 4822.154785
	Iteration 29Q: 3 clusters Score -1783747 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1783771.125000 Penalty: 4822.154785
	Iteration 30Q: 3 clusters Score -1783771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1783788.375000 Penalty: 4822.154785
	Iteration 31Q: 3 clusters Score -1783788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1783802.500000 Penalty: 4822.154785
	Iteration 32Q: 3 clusters Score -1783802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1783818.125000 Penalty: 4822.154785
	Iteration 33Q: 3 clusters Score -1783818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1783831.875000 Penalty: 4822.154785
	Iteration 34Q: 3 clusters Score -1783832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1783845.250000 Penalty: 4822.154785
	Iteration 35Q: 3 clusters Score -1783845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1783855.125000 Penalty: 4822.154785
	Iteration 36Q: 3 clusters Score -1783855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1783859.375000 Penalty: 4822.154785
	Iteration 37Q: 3 clusters Score -1783859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1783864.125000 Penalty: 4822.154785
	Iteration 38Q: 3 clusters Score -1783864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1783868.500000 Penalty: 4822.154785
	Iteration 39Q: 3 clusters Score -1783868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1783875.500000 Penalty: 4822.154785
	Iteration 40F: 3 clusters Score -1783876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1783886.250000 Penalty: 4822.154785
	Iteration 41Q: 3 clusters Score -1783886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1783889.875000 Penalty: 4822.154785
	Iteration 42Q: 3 clusters Score -1783890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1783895.375000 Penalty: 4822.154785
	Iteration 43Q: 3 clusters Score -1783895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1783904.375000 Penalty: 4822.154785
	Iteration 44Q: 3 clusters Score -1783904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1783911.375000 Penalty: 4822.154785
	Iteration 45Q: 3 clusters Score -1783911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1783920.750000 Penalty: 4822.154785
	Iteration 46Q: 3 clusters Score -1783921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1783928.750000 Penalty: 4822.154785
	Iteration 47Q: 3 clusters Score -1783929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1783937.625000 Penalty: 4822.154785
	Iteration 48Q: 3 clusters Score -1783938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1783940.125000 Penalty: 4822.154785
	Iteration 49Q: 3 clusters Score -1783940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1783945.750000 Penalty: 4822.154785
	Iteration 50Q: 3 clusters Score -1783946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1783946.250000 Penalty: 4822.154785
	Iteration 51Q: 3 clusters Score -1783946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1783956.000000 Penalty: 4822.154785
	Iteration 52Q: 3 clusters Score -1783956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1783962.375000 Penalty: 4822.154785
	Iteration 53Q: 3 clusters Score -1783962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1783977.250000 Penalty: 4822.154785
	Iteration 54Q: 3 clusters Score -1783977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1783973.875000 Penalty: 4822.154785
	Iteration 55Q: 3 clusters Score -1783974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1783983.125000 Penalty: 4822.154785
	Iteration 56Q: 3 clusters Score -1783983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1783988.375000 Penalty: 4822.154785
	Iteration 57Q: 3 clusters Score -1783988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1783984.750000 Penalty: 4822.154785
	Iteration 58Q: 3 clusters Score -1783985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1783990.500000 Penalty: 4822.154785
	Iteration 59Q: 3 clusters Score -1783990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1783995.375000 Penalty: 4822.154785
	Iteration 60F: 3 clusters Score -1783995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1784005.750000 Penalty: 4822.154785
	Iteration 61Q: 3 clusters Score -1784006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1784008.750000 Penalty: 4822.154785
	Iteration 62Q: 3 clusters Score -1784009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1784014.875000 Penalty: 4822.154785
	Iteration 63Q: 3 clusters Score -1784015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1784015.625000 Penalty: 4822.154785
	Iteration 64Q: 3 clusters Score -1784016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1784022.875000 Penalty: 4822.154785
	Iteration 65Q: 3 clusters Score -1784023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1784016.500000 Penalty: 4822.154785
	Iteration 66Q: 3 clusters Score -1784016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1784020.125000 Penalty: 4822.154785
	Iteration 67Q: 3 clusters Score -1784020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1784027.250000 Penalty: 4822.154785
	Iteration 68Q: 3 clusters Score -1784027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1784031.375000 Penalty: 4822.154785
	Iteration 69Q: 3 clusters Score -1784031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1784032.750000 Penalty: 4822.154785
	Iteration 70Q: 3 clusters Score -1784033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1784032.250000 Penalty: 4822.154785
	Iteration 71Q: 3 clusters Score -1784032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1784032.875000 Penalty: 4822.154785
	Iteration 72Q: 3 clusters Score -1784033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1784037.125000 Penalty: 4822.154785
	Iteration 73Q: 3 clusters Score -1784037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1784033.500000 Penalty: 4822.154785
	Iteration 74Q: 3 clusters Score -1784034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1784032.625000 Penalty: 4822.154785
	Iteration 75Q: 3 clusters Score -1784033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1784030.125000 Penalty: 4822.154785
	Iteration 76Q: 3 clusters Score -1784030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1784036.750000 Penalty: 4822.154785
	Iteration 77Q: 3 clusters Score -1784037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1784033.875000 Penalty: 4822.154785
	Iteration 78Q: 3 clusters Score -1784034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1784031.250000 Penalty: 4822.154785
	Iteration 79Q: 3 clusters Score -1784031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1784034.750000 Penalty: 4822.154785
	Iteration 80F: 3 clusters Score -1784035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1784033.250000 Penalty: 4822.154785
	Iteration 81Q: 3 clusters Score -1784033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1784033.875000 Penalty: 4822.154785
	Iteration 82Q: 3 clusters Score -1784034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1784036.250000 Penalty: 4822.154785
	Iteration 83Q: 3 clusters Score -1784036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1784034.375000 Penalty: 4822.154785
	Iteration 84Q: 3 clusters Score -1784034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1784035.375000 Penalty: 4822.154785
	Iteration 85Q: 3 clusters Score -1784035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1784035.375000 Penalty: 4822.154785
	Iteration 86F: 3 clusters Score -1784035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 6992 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212336 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 40875 members 
Mstep: Class 18 contains 36674 members 
Mstep: Class 19 contains 128191 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10366 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7856 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6880 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53006 members 
Mstep: Class 45 contains 16600 members 
Mstep: Class 46 contains 44380 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10928 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6877 members 
Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15696 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4853 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Mstep: Class 66 contains 9690 members 
Entering Unmasked Estep 
Score: -139298480.000000 Penalty: 230321.296875
Splitting cluster 8 changes total score from -139299248.000000 to -139298480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (108470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Entering Unmasked Estep 
Score: -12209479.000000 Penalty: 2875.368652
	Iteration 0F: 2 clusters Score -1.220948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -12136832.000000 Penalty: 5750.737305
	Iteration 0F: 3 clusters Score -1.213683e+07 nChanged 51399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -12166339.000000 Penalty: 5750.737305
	Iteration 1F: 3 clusters Score -1.216634e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -12166959.000000 Penalty: 5750.737305
	Iteration 2Q: 3 clusters Score -1.216696e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -12167569.000000 Penalty: 5750.737305
	Iteration 3Q: 3 clusters Score -1.216757e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -12168511.000000 Penalty: 5750.737305
	Iteration 4Q: 3 clusters Score -1.216851e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -12169707.000000 Penalty: 5750.737305
	Iteration 5Q: 3 clusters Score -1.216971e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -12171327.000000 Penalty: 5750.737305
	Iteration 6Q: 3 clusters Score -1.217133e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -12173667.000000 Penalty: 5750.737305
	Iteration 7Q: 3 clusters Score -1.217367e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -12177083.000000 Penalty: 5750.737305
	Iteration 8F: 3 clusters Score -1.217708e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -12181510.000000 Penalty: 5750.737305
	Iteration 9F: 3 clusters Score -1.218151e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -12187007.000000 Penalty: 5750.737305
	Iteration 10F: 3 clusters Score -1.218701e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -12192895.000000 Penalty: 5750.737305
	Iteration 11F: 3 clusters Score -1.21929e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -12198298.000000 Penalty: 5750.737305
	Iteration 12F: 3 clusters Score -1.21983e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -12202287.000000 Penalty: 5750.737305
	Iteration 13Q: 3 clusters Score -1.220229e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105861 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -12204859.000000 Penalty: 5750.737305
	Iteration 14Q: 3 clusters Score -1.220486e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107233 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12206017.000000 Penalty: 5750.737305
	Iteration 15Q: 3 clusters Score -1.220602e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12206545.000000 Penalty: 5750.737305
	Iteration 16Q: 3 clusters Score -1.220654e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107982 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12206743.000000 Penalty: 5750.737305
	Iteration 17Q: 3 clusters Score -1.220674e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12206839.000000 Penalty: 5750.737305
	Iteration 18Q: 3 clusters Score -1.220684e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12206901.000000 Penalty: 5750.737305
	Iteration 19Q: 3 clusters Score -1.22069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12206916.000000 Penalty: 5750.737305
	Iteration 20F: 3 clusters Score -1.220692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12206931.000000 Penalty: 5750.737305
	Iteration 21Q: 3 clusters Score -1.220693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12206946.000000 Penalty: 5750.737305
	Iteration 22Q: 3 clusters Score -1.220695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12206970.000000 Penalty: 5750.737305
	Iteration 23Q: 3 clusters Score -1.220697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12206980.000000 Penalty: 5750.737305
	Iteration 24Q: 3 clusters Score -1.220698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12206983.000000 Penalty: 5750.737305
	Iteration 25Q: 3 clusters Score -1.220698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12206986.000000 Penalty: 5750.737305
	Iteration 26Q: 3 clusters Score -1.220699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12206990.000000 Penalty: 5750.737305
	Iteration 27Q: 3 clusters Score -1.220699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12206996.000000 Penalty: 5750.737305
	Iteration 28Q: 3 clusters Score -1.2207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12206994.000000 Penalty: 5750.737305
	Iteration 29Q: 3 clusters Score -1.220699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108172 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12206996.000000 Penalty: 5750.737305
	Iteration 30Q: 3 clusters Score -1.2207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12207003.000000 Penalty: 5750.737305
	Iteration 31Q: 3 clusters Score -1.2207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12207003.000000 Penalty: 5750.737305
	Iteration 32F: 3 clusters Score -1.2207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -48012.742188 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -48012.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46531.324219 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46531.32 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46702.718750 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46702.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46775.019531 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46775.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46818.726562 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46818.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46852.820312 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46852.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46860.859375 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46860.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46860.859375 Penalty: 3037.843018
	Iteration 6F: 3 clusters Score -46860.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Entering Unmasked Estep 
Score: -1059844.375000 Penalty: 2306.852539
	Iteration 0F: 2 clusters Score -1059844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1051588.875000 Penalty: 4613.705078
	Iteration 0F: 3 clusters Score -1051589 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1054086.750000 Penalty: 4613.705078
	Iteration 1F: 3 clusters Score -1054087 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1054482.750000 Penalty: 4613.705078
	Iteration 2F: 3 clusters Score -1054483 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1054845.125000 Penalty: 4613.705078
	Iteration 3F: 3 clusters Score -1054845 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1055196.875000 Penalty: 4613.705078
	Iteration 4F: 3 clusters Score -1055197 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1055582.750000 Penalty: 4613.705078
	Iteration 5F: 3 clusters Score -1055583 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1056060.625000 Penalty: 4613.705078
	Iteration 6F: 3 clusters Score -1056061 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1056649.625000 Penalty: 4613.705078
	Iteration 7F: 3 clusters Score -1056650 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1057268.625000 Penalty: 4613.705078
	Iteration 8F: 3 clusters Score -1057269 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1057832.250000 Penalty: 4613.705078
	Iteration 9F: 3 clusters Score -1057832 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1058283.625000 Penalty: 4613.705078
	Iteration 10Q: 3 clusters Score -1058284 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1058578.875000 Penalty: 4613.705078
	Iteration 11Q: 3 clusters Score -1058579 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1058757.875000 Penalty: 4613.705078
	Iteration 12Q: 3 clusters Score -1058758 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1058846.750000 Penalty: 4613.705078
	Iteration 13Q: 3 clusters Score -1058847 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1058897.875000 Penalty: 4613.705078
	Iteration 14Q: 3 clusters Score -1058898 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1058928.875000 Penalty: 4613.705078
	Iteration 15Q: 3 clusters Score -1058929 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1058963.625000 Penalty: 4613.705078
	Iteration 16Q: 3 clusters Score -1058964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1058992.250000 Penalty: 4613.705078
	Iteration 17Q: 3 clusters Score -1058992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1059011.500000 Penalty: 4613.705078
	Iteration 18Q: 3 clusters Score -1059012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1059031.875000 Penalty: 4613.705078
	Iteration 19Q: 3 clusters Score -1059032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1059047.625000 Penalty: 4613.705078
	Iteration 20F: 3 clusters Score -1059048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1059066.000000 Penalty: 4613.705078
	Iteration 21Q: 3 clusters Score -1059066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1059076.000000 Penalty: 4613.705078
	Iteration 22Q: 3 clusters Score -1059076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1059084.625000 Penalty: 4613.705078
	Iteration 23Q: 3 clusters Score -1059085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1059088.250000 Penalty: 4613.705078
	Iteration 24Q: 3 clusters Score -1059088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1059092.125000 Penalty: 4613.705078
	Iteration 25Q: 3 clusters Score -1059092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1059093.625000 Penalty: 4613.705078
	Iteration 26Q: 3 clusters Score -1059094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1059099.750000 Penalty: 4613.705078
	Iteration 27Q: 3 clusters Score -1059100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1059102.000000 Penalty: 4613.705078
	Iteration 28Q: 3 clusters Score -1059102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1059104.500000 Penalty: 4613.705078
	Iteration 29Q: 3 clusters Score -1059104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1059105.750000 Penalty: 4613.705078
	Iteration 30Q: 3 clusters Score -1059106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1059111.250000 Penalty: 4613.705078
	Iteration 31Q: 3 clusters Score -1059111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1059114.125000 Penalty: 4613.705078
	Iteration 32Q: 3 clusters Score -1059114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1059115.500000 Penalty: 4613.705078
	Iteration 33Q: 3 clusters Score -1059116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1059116.125000 Penalty: 4613.705078
	Iteration 34Q: 3 clusters Score -1059116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1059116.375000 Penalty: 4613.705078
	Iteration 35Q: 3 clusters Score -1059116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1059118.375000 Penalty: 4613.705078
	Iteration 36Q: 3 clusters Score -1059118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1059118.500000 Penalty: 4613.705078
	Iteration 37Q: 3 clusters Score -1059118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1059121.250000 Penalty: 4613.705078
	Iteration 38Q: 3 clusters Score -1059121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1059120.875000 Penalty: 4613.705078
	Iteration 39Q: 3 clusters Score -1059121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1059124.500000 Penalty: 4613.705078
	Iteration 40F: 3 clusters Score -1059124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1059124.875000 Penalty: 4613.705078
	Iteration 41Q: 3 clusters Score -1059125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1059124.500000 Penalty: 4613.705078
	Iteration 42Q: 3 clusters Score -1059124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1059126.125000 Penalty: 4613.705078
	Iteration 43Q: 3 clusters Score -1059126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1059125.750000 Penalty: 4613.705078
	Iteration 44Q: 3 clusters Score -1059126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1059125.750000 Penalty: 4613.705078
	Iteration 45F: 3 clusters Score -1059126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -727501.562500 Penalty: 2185.031006
	Iteration 0F: 2 clusters Score -727501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -721939.500000 Penalty: 4370.062012
	Iteration 0F: 3 clusters Score -721939.5 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -723433.687500 Penalty: 4370.062012
	Iteration 1F: 3 clusters Score -723433.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -723746.062500 Penalty: 4370.062012
	Iteration 2F: 3 clusters Score -723746.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -724027.812500 Penalty: 4370.062012
	Iteration 3F: 3 clusters Score -724027.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -724295.437500 Penalty: 4370.062012
	Iteration 4Q: 3 clusters Score -724295.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -724510.562500 Penalty: 4370.062012
	Iteration 5Q: 3 clusters Score -724510.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -724689.937500 Penalty: 4370.062012
	Iteration 6Q: 3 clusters Score -724689.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -724873.812500 Penalty: 4370.062012
	Iteration 7Q: 3 clusters Score -724873.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -725017.187500 Penalty: 4370.062012
	Iteration 8Q: 3 clusters Score -725017.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -725173.812500 Penalty: 4370.062012
	Iteration 9Q: 3 clusters Score -725173.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -725341.125000 Penalty: 4370.062012
	Iteration 10Q: 3 clusters Score -725341.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -725493.062500 Penalty: 4370.062012
	Iteration 11Q: 3 clusters Score -725493.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -725612.250000 Penalty: 4370.062012
	Iteration 12Q: 3 clusters Score -725612.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -725695.687500 Penalty: 4370.062012
	Iteration 13Q: 3 clusters Score -725695.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -725759.750000 Penalty: 4370.062012
	Iteration 14Q: 3 clusters Score -725759.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -725809.187500 Penalty: 4370.062012
	Iteration 15Q: 3 clusters Score -725809.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -725858.625000 Penalty: 4370.062012
	Iteration 16Q: 3 clusters Score -725858.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -725914.000000 Penalty: 4370.062012
	Iteration 17Q: 3 clusters Score -725914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -725959.937500 Penalty: 4370.062012
	Iteration 18Q: 3 clusters Score -725959.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -725995.937500 Penalty: 4370.062012
	Iteration 19Q: 3 clusters Score -725995.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -726036.250000 Penalty: 4370.062012
	Iteration 20F: 3 clusters Score -726036.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -726079.250000 Penalty: 4370.062012
	Iteration 21Q: 3 clusters Score -726079.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -726118.375000 Penalty: 4370.062012
	Iteration 22Q: 3 clusters Score -726118.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -726170.812500 Penalty: 4370.062012
	Iteration 23Q: 3 clusters Score -726170.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -726224.750000 Penalty: 4370.062012
	Iteration 24Q: 3 clusters Score -726224.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -726295.625000 Penalty: 4370.062012
	Iteration 25Q: 3 clusters Score -726295.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -726379.500000 Penalty: 4370.062012
	Iteration 26Q: 3 clusters Score -726379.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -726464.625000 Penalty: 4370.062012
	Iteration 27Q: 3 clusters Score -726464.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -726551.562500 Penalty: 4370.062012
	Iteration 28Q: 3 clusters Score -726551.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -726621.250000 Penalty: 4370.062012
	Iteration 29Q: 3 clusters Score -726621.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -726708.250000 Penalty: 4370.062012
	Iteration 30Q: 3 clusters Score -726708.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -726780.312500 Penalty: 4370.062012
	Iteration 31Q: 3 clusters Score -726780.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -726844.062500 Penalty: 4370.062012
	Iteration 32Q: 3 clusters Score -726844.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -726888.125000 Penalty: 4370.062012
	Iteration 33Q: 3 clusters Score -726888.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -726932.437500 Penalty: 4370.062012
	Iteration 34Q: 3 clusters Score -726932.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -726975.375000 Penalty: 4370.062012
	Iteration 35Q: 3 clusters Score -726975.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -727013.500000 Penalty: 4370.062012
	Iteration 36Q: 3 clusters Score -727013.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -727042.562500 Penalty: 4370.062012
	Iteration 37Q: 3 clusters Score -727042.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -727061.250000 Penalty: 4370.062012
	Iteration 38Q: 3 clusters Score -727061.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -727078.000000 Penalty: 4370.062012
	Iteration 39Q: 3 clusters Score -727078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -727092.750000 Penalty: 4370.062012
	Iteration 40F: 3 clusters Score -727092.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -727105.937500 Penalty: 4370.062012
	Iteration 41Q: 3 clusters Score -727105.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -727113.500000 Penalty: 4370.062012
	Iteration 42Q: 3 clusters Score -727113.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -727116.625000 Penalty: 4370.062012
	Iteration 43Q: 3 clusters Score -727116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -727119.187500 Penalty: 4370.062012
	Iteration 44Q: 3 clusters Score -727119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -727119.625000 Penalty: 4370.062012
	Iteration 45Q: 3 clusters Score -727119.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -727122.062500 Penalty: 4370.062012
	Iteration 46Q: 3 clusters Score -727122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -727123.562500 Penalty: 4370.062012
	Iteration 47Q: 3 clusters Score -727123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -727126.000000 Penalty: 4370.062012
	Iteration 48Q: 3 clusters Score -727126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -727126.437500 Penalty: 4370.062012
	Iteration 49Q: 3 clusters Score -727126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -727126.187500 Penalty: 4370.062012
	Iteration 50Q: 3 clusters Score -727126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -727128.125000 Penalty: 4370.062012
	Iteration 51Q: 3 clusters Score -727128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -727127.312500 Penalty: 4370.062012
	Iteration 52Q: 3 clusters Score -727127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -727128.375000 Penalty: 4370.062012
	Iteration 53Q: 3 clusters Score -727128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -727128.937500 Penalty: 4370.062012
	Iteration 54Q: 3 clusters Score -727128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -727129.312500 Penalty: 4370.062012
	Iteration 55Q: 3 clusters Score -727129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -727129.312500 Penalty: 4370.062012
	Iteration 56F: 3 clusters Score -727129.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Entering Unmasked Estep 
Score: -1791227.500000 Penalty: 2397.997803
	Iteration 0F: 2 clusters Score -1791228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1779766.875000 Penalty: 4795.995605
	Iteration 0F: 3 clusters Score -1779767 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1783750.000000 Penalty: 4795.995605
	Iteration 1F: 3 clusters Score -1783750 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1784461.500000 Penalty: 4795.995605
	Iteration 2F: 3 clusters Score -1784462 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1785459.250000 Penalty: 4795.995605
	Iteration 3F: 3 clusters Score -1785459 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1786793.250000 Penalty: 4795.995605
	Iteration 4F: 3 clusters Score -1786793 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1788053.000000 Penalty: 4795.995605
	Iteration 5F: 3 clusters Score -1788053 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1788835.250000 Penalty: 4795.995605
	Iteration 6F: 3 clusters Score -1788835 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1789345.125000 Penalty: 4795.995605
	Iteration 7Q: 3 clusters Score -1789345 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1789693.500000 Penalty: 4795.995605
	Iteration 8Q: 3 clusters Score -1789694 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1789934.500000 Penalty: 4795.995605
	Iteration 9Q: 3 clusters Score -1789934 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1790095.000000 Penalty: 4795.995605
	Iteration 10Q: 3 clusters Score -1790095 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1790208.125000 Penalty: 4795.995605
	Iteration 11Q: 3 clusters Score -1790208 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1790329.625000 Penalty: 4795.995605
	Iteration 12Q: 3 clusters Score -1790330 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1790445.000000 Penalty: 4795.995605
	Iteration 13Q: 3 clusters Score -1790445 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1790618.375000 Penalty: 4795.995605
	Iteration 14Q: 3 clusters Score -1790618 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1790805.000000 Penalty: 4795.995605
	Iteration 15Q: 3 clusters Score -1790805 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1790950.875000 Penalty: 4795.995605
	Iteration 16Q: 3 clusters Score -1790951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1791030.375000 Penalty: 4795.995605
	Iteration 17Q: 3 clusters Score -1791030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1791053.625000 Penalty: 4795.995605
	Iteration 18Q: 3 clusters Score -1791054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1791076.750000 Penalty: 4795.995605
	Iteration 19Q: 3 clusters Score -1791077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1791080.125000 Penalty: 4795.995605
	Iteration 20F: 3 clusters Score -1791080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1791089.000000 Penalty: 4795.995605
	Iteration 21Q: 3 clusters Score -1791089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1791095.000000 Penalty: 4795.995605
	Iteration 22Q: 3 clusters Score -1791095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1791096.250000 Penalty: 4795.995605
	Iteration 23Q: 3 clusters Score -1791096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1791101.125000 Penalty: 4795.995605
	Iteration 24Q: 3 clusters Score -1791101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1791104.250000 Penalty: 4795.995605
	Iteration 25Q: 3 clusters Score -1791104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1791112.000000 Penalty: 4795.995605
	Iteration 26Q: 3 clusters Score -1791112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1791114.750000 Penalty: 4795.995605
	Iteration 27Q: 3 clusters Score -1791115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1791116.125000 Penalty: 4795.995605
	Iteration 28Q: 3 clusters Score -1791116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1791126.750000 Penalty: 4795.995605
	Iteration 29Q: 3 clusters Score -1791127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1791126.625000 Penalty: 4795.995605
	Iteration 30Q: 3 clusters Score -1791127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1791125.250000 Penalty: 4795.995605
	Iteration 31Q: 3 clusters Score -1791125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1791127.250000 Penalty: 4795.995605
	Iteration 32Q: 3 clusters Score -1791127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1791129.250000 Penalty: 4795.995605
	Iteration 33Q: 3 clusters Score -1791129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1791129.500000 Penalty: 4795.995605
	Iteration 34Q: 3 clusters Score -1791130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1791126.250000 Penalty: 4795.995605
	Iteration 35Q: 3 clusters Score -1791126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1791131.625000 Penalty: 4795.995605
	Iteration 36Q: 3 clusters Score -1791132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1791131.250000 Penalty: 4795.995605
	Iteration 37Q: 3 clusters Score -1791131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1791131.250000 Penalty: 4795.995605
	Iteration 38F: 3 clusters Score -1791131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Entering Unmasked Estep 
Score: -1057928.875000 Penalty: 2268.898438
	Iteration 0F: 2 clusters Score -1057929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1050655.625000 Penalty: 4537.796875
	Iteration 0F: 3 clusters Score -1050656 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1052721.500000 Penalty: 4537.796875
	Iteration 1F: 3 clusters Score -1052722 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1053106.250000 Penalty: 4537.796875
	Iteration 2F: 3 clusters Score -1053106 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1053497.125000 Penalty: 4537.796875
	Iteration 3F: 3 clusters Score -1053497 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1053931.000000 Penalty: 4537.796875
	Iteration 4F: 3 clusters Score -1053931 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1054406.875000 Penalty: 4537.796875
	Iteration 5F: 3 clusters Score -1054407 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1054918.125000 Penalty: 4537.796875
	Iteration 6F: 3 clusters Score -1054918 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1055338.625000 Penalty: 4537.796875
	Iteration 7F: 3 clusters Score -1055339 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1055632.875000 Penalty: 4537.796875
	Iteration 8Q: 3 clusters Score -1055633 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1055877.500000 Penalty: 4537.796875
	Iteration 9Q: 3 clusters Score -1055878 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1056084.875000 Penalty: 4537.796875
	Iteration 10Q: 3 clusters Score -1056085 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1056299.750000 Penalty: 4537.796875
	Iteration 11Q: 3 clusters Score -1056300 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1056522.500000 Penalty: 4537.796875
	Iteration 12Q: 3 clusters Score -1056522 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1056743.625000 Penalty: 4537.796875
	Iteration 13Q: 3 clusters Score -1056744 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1056919.375000 Penalty: 4537.796875
	Iteration 14Q: 3 clusters Score -1056919 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1057070.500000 Penalty: 4537.796875
	Iteration 15Q: 3 clusters Score -1057070 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1057197.250000 Penalty: 4537.796875
	Iteration 16Q: 3 clusters Score -1057197 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1057295.625000 Penalty: 4537.796875
	Iteration 17Q: 3 clusters Score -1057296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1057368.000000 Penalty: 4537.796875
	Iteration 18Q: 3 clusters Score -1057368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1057430.000000 Penalty: 4537.796875
	Iteration 19Q: 3 clusters Score -1057430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1057467.875000 Penalty: 4537.796875
	Iteration 20F: 3 clusters Score -1057468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1057491.000000 Penalty: 4537.796875
	Iteration 21Q: 3 clusters Score -1057491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1057505.875000 Penalty: 4537.796875
	Iteration 22Q: 3 clusters Score -1057506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1057521.750000 Penalty: 4537.796875
	Iteration 23Q: 3 clusters Score -1057522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1057534.000000 Penalty: 4537.796875
	Iteration 24Q: 3 clusters Score -1057534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1057544.250000 Penalty: 4537.796875
	Iteration 25Q: 3 clusters Score -1057544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1057551.000000 Penalty: 4537.796875
	Iteration 26Q: 3 clusters Score -1057551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1057558.000000 Penalty: 4537.796875
	Iteration 27Q: 3 clusters Score -1057558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1057564.875000 Penalty: 4537.796875
	Iteration 28Q: 3 clusters Score -1057565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1057568.500000 Penalty: 4537.796875
	Iteration 29Q: 3 clusters Score -1057568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1057570.250000 Penalty: 4537.796875
	Iteration 30Q: 3 clusters Score -1057570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1057573.750000 Penalty: 4537.796875
	Iteration 31Q: 3 clusters Score -1057574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1057576.375000 Penalty: 4537.796875
	Iteration 32Q: 3 clusters Score -1057576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1057577.875000 Penalty: 4537.796875
	Iteration 33Q: 3 clusters Score -1057578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1057578.250000 Penalty: 4537.796875
	Iteration 34Q: 3 clusters Score -1057578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1057577.875000 Penalty: 4537.796875
	Iteration 35Q: 3 clusters Score -1057578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1057581.875000 Penalty: 4537.796875
	Iteration 36Q: 3 clusters Score -1057582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1057579.625000 Penalty: 4537.796875
	Iteration 37Q: 3 clusters Score -1057580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1057580.250000 Penalty: 4537.796875
	Iteration 38Q: 3 clusters Score -1057580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1057582.500000 Penalty: 4537.796875
	Iteration 39Q: 3 clusters Score -1057582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1057585.750000 Penalty: 4537.796875
	Iteration 40F: 3 clusters Score -1057586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1057585.875000 Penalty: 4537.796875
	Iteration 41Q: 3 clusters Score -1057586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1057584.000000 Penalty: 4537.796875
	Iteration 42Q: 3 clusters Score -1057584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1057588.750000 Penalty: 4537.796875
	Iteration 43Q: 3 clusters Score -1057589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1057587.875000 Penalty: 4537.796875
	Iteration 44Q: 3 clusters Score -1057588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1057591.500000 Penalty: 4537.796875
	Iteration 45Q: 3 clusters Score -1057592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1057595.125000 Penalty: 4537.796875
	Iteration 46Q: 3 clusters Score -1057595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1057597.750000 Penalty: 4537.796875
	Iteration 47Q: 3 clusters Score -1057598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1057599.000000 Penalty: 4537.796875
	Iteration 48Q: 3 clusters Score -1057599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1057599.125000 Penalty: 4537.796875
	Iteration 49Q: 3 clusters Score -1057599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1057600.250000 Penalty: 4537.796875
	Iteration 50Q: 3 clusters Score -1057600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1057602.250000 Penalty: 4537.796875
	Iteration 51Q: 3 clusters Score -1057602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1057602.375000 Penalty: 4537.796875
	Iteration 52Q: 3 clusters Score -1057602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1057602.375000 Penalty: 4537.796875
	Iteration 53Q: 3 clusters Score -1057602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1057601.750000 Penalty: 4537.796875
	Iteration 54Q: 3 clusters Score -1057602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1057602.625000 Penalty: 4537.796875
	Iteration 55Q: 3 clusters Score -1057603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1057602.250000 Penalty: 4537.796875
	Iteration 56Q: 3 clusters Score -1057602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1057601.000000 Penalty: 4537.796875
	Iteration 57Q: 3 clusters Score -1057601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1057602.500000 Penalty: 4537.796875
	Iteration 58Q: 3 clusters Score -1057602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1057602.375000 Penalty: 4537.796875
	Iteration 59Q: 3 clusters Score -1057602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1057603.250000 Penalty: 4537.796875
	Iteration 60F: 3 clusters Score -1057603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1057604.500000 Penalty: 4537.796875
	Iteration 61Q: 3 clusters Score -1057604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1057605.250000 Penalty: 4537.796875
	Iteration 62Q: 3 clusters Score -1057605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1057607.875000 Penalty: 4537.796875
	Iteration 63Q: 3 clusters Score -1057608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1057605.625000 Penalty: 4537.796875
	Iteration 64Q: 3 clusters Score -1057606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1057605.375000 Penalty: 4537.796875
	Iteration 65Q: 3 clusters Score -1057605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1057605.375000 Penalty: 4537.796875
	Iteration 66F: 3 clusters Score -1057605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (212336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212336 members 
Entering Unmasked Estep 
Score: -24393052.000000 Penalty: 3041.949463
	Iteration 0F: 2 clusters Score -2.439305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -24270528.000000 Penalty: 6083.898926
	Iteration 0F: 3 clusters Score -2.427053e+07 nChanged 102294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 106068 members 
Entering Unmasked Estep 
Score: -24330728.000000 Penalty: 6083.898926
	Iteration 1F: 3 clusters Score -2.433073e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -24331754.000000 Penalty: 6083.898926
	Iteration 2Q: 3 clusters Score -2.433175e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -24332906.000000 Penalty: 6083.898926
	Iteration 3Q: 3 clusters Score -2.433291e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -24334162.000000 Penalty: 6083.898926
	Iteration 4Q: 3 clusters Score -2.433416e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105524 members 
Mstep: Class 2 contains 106812 members 
Entering Unmasked Estep 
Score: -24335714.000000 Penalty: 6083.898926
	Iteration 5Q: 3 clusters Score -2.433571e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 107059 members 
Entering Unmasked Estep 
Score: -24338158.000000 Penalty: 6083.898926
	Iteration 6Q: 3 clusters Score -2.433816e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -24341272.000000 Penalty: 6083.898926
	Iteration 7Q: 3 clusters Score -2.434127e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104255 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -24345642.000000 Penalty: 6083.898926
	Iteration 8Q: 3 clusters Score -2.434564e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -24351494.000000 Penalty: 6083.898926
	Iteration 9F: 3 clusters Score -2.435149e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -24358954.000000 Penalty: 6083.898926
	Iteration 10F: 3 clusters Score -2.435895e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101208 members 
Mstep: Class 2 contains 111128 members 
Entering Unmasked Estep 
Score: -24366292.000000 Penalty: 6083.898926
	Iteration 11F: 3 clusters Score -2.436629e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100417 members 
Mstep: Class 2 contains 111919 members 
Entering Unmasked Estep 
Score: -24370222.000000 Penalty: 6083.898926
	Iteration 12Q: 3 clusters Score -2.437022e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 112362 members 
Entering Unmasked Estep 
Score: -24371780.000000 Penalty: 6083.898926
	Iteration 13Q: 3 clusters Score -2.437178e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Mstep: Class 2 contains 112744 members 
Entering Unmasked Estep 
Score: -24372108.000000 Penalty: 6083.898926
	Iteration 14Q: 3 clusters Score -2.437211e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 113168 members 
Entering Unmasked Estep 
Score: -24372198.000000 Penalty: 6083.898926
	Iteration 15Q: 3 clusters Score -2.43722e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 113592 members 
Entering Unmasked Estep 
Score: -24372294.000000 Penalty: 6083.898926
	Iteration 16Q: 3 clusters Score -2.437229e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 114057 members 
Entering Unmasked Estep 
Score: -24372382.000000 Penalty: 6083.898926
	Iteration 17Q: 3 clusters Score -2.437238e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 114561 members 
Entering Unmasked Estep 
Score: -24372410.000000 Penalty: 6083.898926
	Iteration 18Q: 3 clusters Score -2.437241e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -24372454.000000 Penalty: 6083.898926
	Iteration 19Q: 3 clusters Score -2.437245e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -24372608.000000 Penalty: 6083.898926
	Iteration 20F: 3 clusters Score -2.437261e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -24372614.000000 Penalty: 6083.898926
	Iteration 21Q: 3 clusters Score -2.437261e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -24372712.000000 Penalty: 6083.898926
	Iteration 22Q: 3 clusters Score -2.437271e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 118022 members 
Entering Unmasked Estep 
Score: -24372720.000000 Penalty: 6083.898926
	Iteration 23Q: 3 clusters Score -2.437272e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -24372936.000000 Penalty: 6083.898926
	Iteration 24Q: 3 clusters Score -2.437294e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -24373030.000000 Penalty: 6083.898926
	Iteration 25Q: 3 clusters Score -2.437303e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 120908 members 
Entering Unmasked Estep 
Score: -24373116.000000 Penalty: 6083.898926
	Iteration 26Q: 3 clusters Score -2.437312e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 122027 members 
Entering Unmasked Estep 
Score: -24373356.000000 Penalty: 6083.898926
	Iteration 27Q: 3 clusters Score -2.437336e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 123232 members 
Entering Unmasked Estep 
Score: -24373512.000000 Penalty: 6083.898926
	Iteration 28Q: 3 clusters Score -2.437351e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 124520 members 
Entering Unmasked Estep 
Score: -24373564.000000 Penalty: 6083.898926
	Iteration 29Q: 3 clusters Score -2.437356e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 125860 members 
Entering Unmasked Estep 
Score: -24373752.000000 Penalty: 6083.898926
	Iteration 30Q: 3 clusters Score -2.437375e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -24373942.000000 Penalty: 6083.898926
	Iteration 31Q: 3 clusters Score -2.437394e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 128863 members 
Entering Unmasked Estep 
Score: -24374182.000000 Penalty: 6083.898926
	Iteration 32Q: 3 clusters Score -2.437418e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 130532 members 
Entering Unmasked Estep 
Score: -24374498.000000 Penalty: 6083.898926
	Iteration 33Q: 3 clusters Score -2.43745e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 132319 members 
Entering Unmasked Estep 
Score: -24374778.000000 Penalty: 6083.898926
	Iteration 34Q: 3 clusters Score -2.437478e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78021 members 
Mstep: Class 2 contains 134315 members 
Entering Unmasked Estep 
Score: -24375130.000000 Penalty: 6083.898926
	Iteration 35Q: 3 clusters Score -2.437513e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 136418 members 
Entering Unmasked Estep 
Score: -24375446.000000 Penalty: 6083.898926
	Iteration 36Q: 3 clusters Score -2.437545e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 138680 members 
Entering Unmasked Estep 
Score: -24375832.000000 Penalty: 6083.898926
	Iteration 37Q: 3 clusters Score -2.437583e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 141039 members 
Entering Unmasked Estep 
Score: -24376388.000000 Penalty: 6083.898926
	Iteration 38Q: 3 clusters Score -2.437639e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 143707 members 
Entering Unmasked Estep 
Score: -24376934.000000 Penalty: 6083.898926
	Iteration 39Q: 3 clusters Score -2.437693e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 146615 members 
Entering Unmasked Estep 
Score: -24377576.000000 Penalty: 6083.898926
	Iteration 40F: 3 clusters Score -2.437758e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 149590 members 
Entering Unmasked Estep 
Score: -24378140.000000 Penalty: 6083.898926
	Iteration 41Q: 3 clusters Score -2.437814e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 152427 members 
Entering Unmasked Estep 
Score: -24378716.000000 Penalty: 6083.898926
	Iteration 42Q: 3 clusters Score -2.437872e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 155209 members 
Entering Unmasked Estep 
Score: -24379338.000000 Penalty: 6083.898926
	Iteration 43Q: 3 clusters Score -2.437934e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -24379702.000000 Penalty: 6083.898926
	Iteration 44Q: 3 clusters Score -2.43797e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -24379940.000000 Penalty: 6083.898926
	Iteration 45Q: 3 clusters Score -2.437994e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 163115 members 
Entering Unmasked Estep 
Score: -24380202.000000 Penalty: 6083.898926
	Iteration 46Q: 3 clusters Score -2.43802e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 165508 members 
Entering Unmasked Estep 
Score: -24380326.000000 Penalty: 6083.898926
	Iteration 47Q: 3 clusters Score -2.438033e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 167799 members 
Entering Unmasked Estep 
Score: -24380436.000000 Penalty: 6083.898926
	Iteration 48Q: 3 clusters Score -2.438044e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 170010 members 
Entering Unmasked Estep 
Score: -24380652.000000 Penalty: 6083.898926
	Iteration 49Q: 3 clusters Score -2.438065e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 172120 members 
Entering Unmasked Estep 
Score: -24380776.000000 Penalty: 6083.898926
	Iteration 50Q: 3 clusters Score -2.438078e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -24380770.000000 Penalty: 6083.898926
	Iteration 51Q: 3 clusters Score -2.438077e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -24380874.000000 Penalty: 6083.898926
	Iteration 52Q: 3 clusters Score -2.438087e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 177924 members 
Entering Unmasked Estep 
Score: -24381024.000000 Penalty: 6083.898926
	Iteration 53Q: 3 clusters Score -2.438102e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 179603 members 
Entering Unmasked Estep 
Score: -24381192.000000 Penalty: 6083.898926
	Iteration 54Q: 3 clusters Score -2.438119e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 181177 members 
Entering Unmasked Estep 
Score: -24381282.000000 Penalty: 6083.898926
	Iteration 55Q: 3 clusters Score -2.438128e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 182667 members 
Entering Unmasked Estep 
Score: -24381222.000000 Penalty: 6083.898926
	Iteration 56Q: 3 clusters Score -2.438122e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 184059 members 
Entering Unmasked Estep 
Score: -24381230.000000 Penalty: 6083.898926
	Iteration 57Q: 3 clusters Score -2.438123e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 185413 members 
Entering Unmasked Estep 
Score: -24381352.000000 Penalty: 6083.898926
	Iteration 58Q: 3 clusters Score -2.438135e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 186658 members 
Entering Unmasked Estep 
Score: -24381542.000000 Penalty: 6083.898926
	Iteration 59Q: 3 clusters Score -2.438154e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 187938 members 
Entering Unmasked Estep 
Score: -24381594.000000 Penalty: 6083.898926
	Iteration 60F: 3 clusters Score -2.438159e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 189237 members 
Entering Unmasked Estep 
Score: -24381814.000000 Penalty: 6083.898926
	Iteration 61Q: 3 clusters Score -2.438181e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 190482 members 
Entering Unmasked Estep 
Score: -24381986.000000 Penalty: 6083.898926
	Iteration 62Q: 3 clusters Score -2.438199e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 191694 members 
Entering Unmasked Estep 
Score: -24382162.000000 Penalty: 6083.898926
	Iteration 63Q: 3 clusters Score -2.438216e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 192904 members 
Entering Unmasked Estep 
Score: -24382292.000000 Penalty: 6083.898926
	Iteration 64Q: 3 clusters Score -2.438229e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 194121 members 
Entering Unmasked Estep 
Score: -24382590.000000 Penalty: 6083.898926
	Iteration 65Q: 3 clusters Score -2.438259e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 195242 members 
Entering Unmasked Estep 
Score: -24382892.000000 Penalty: 6083.898926
	Iteration 66Q: 3 clusters Score -2.438289e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 196318 members 
Entering Unmasked Estep 
Score: -24383242.000000 Penalty: 6083.898926
	Iteration 67Q: 3 clusters Score -2.438324e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 197387 members 
Entering Unmasked Estep 
Score: -24383366.000000 Penalty: 6083.898926
	Iteration 68Q: 3 clusters Score -2.438337e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 198452 members 
Entering Unmasked Estep 
Score: -24383594.000000 Penalty: 6083.898926
	Iteration 69Q: 3 clusters Score -2.438359e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 199512 members 
Entering Unmasked Estep 
Score: -24383942.000000 Penalty: 6083.898926
	Iteration 70Q: 3 clusters Score -2.438394e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 200485 members 
Entering Unmasked Estep 
Score: -24384266.000000 Penalty: 6083.898926
	Iteration 71Q: 3 clusters Score -2.438427e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 201384 members 
Entering Unmasked Estep 
Score: -24384596.000000 Penalty: 6083.898926
	Iteration 72Q: 3 clusters Score -2.43846e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 202246 members 
Entering Unmasked Estep 
Score: -24384902.000000 Penalty: 6083.898926
	Iteration 73Q: 3 clusters Score -2.43849e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 203052 members 
Entering Unmasked Estep 
Score: -24385170.000000 Penalty: 6083.898926
	Iteration 74Q: 3 clusters Score -2.438517e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 203820 members 
Entering Unmasked Estep 
Score: -24385516.000000 Penalty: 6083.898926
	Iteration 75Q: 3 clusters Score -2.438552e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 204554 members 
Entering Unmasked Estep 
Score: -24385868.000000 Penalty: 6083.898926
	Iteration 76Q: 3 clusters Score -2.438587e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 205277 members 
Entering Unmasked Estep 
Score: -24386258.000000 Penalty: 6083.898926
	Iteration 77Q: 3 clusters Score -2.438626e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 205959 members 
Entering Unmasked Estep 
Score: -24386724.000000 Penalty: 6083.898926
	Iteration 78Q: 3 clusters Score -2.438672e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 206630 members 
Entering Unmasked Estep 
Score: -24387056.000000 Penalty: 6083.898926
	Iteration 79Q: 3 clusters Score -2.438706e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 207239 members 
Entering Unmasked Estep 
Score: -24387462.000000 Penalty: 6083.898926
	Iteration 80F: 3 clusters Score -2.438746e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 207802 members 
Entering Unmasked Estep 
Score: -24387702.000000 Penalty: 6083.898926
	Iteration 81Q: 3 clusters Score -2.43877e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 208340 members 
Entering Unmasked Estep 
Score: -24388090.000000 Penalty: 6083.898926
	Iteration 82Q: 3 clusters Score -2.438809e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 208808 members 
Entering Unmasked Estep 
Score: -24388416.000000 Penalty: 6083.898926
	Iteration 83Q: 3 clusters Score -2.438842e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 209234 members 
Entering Unmasked Estep 
Score: -24388650.000000 Penalty: 6083.898926
	Iteration 84Q: 3 clusters Score -2.438865e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 209613 members 
Entering Unmasked Estep 
Score: -24388926.000000 Penalty: 6083.898926
	Iteration 85Q: 3 clusters Score -2.438893e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 209955 members 
Entering Unmasked Estep 
Score: -24389150.000000 Penalty: 6083.898926
	Iteration 86Q: 3 clusters Score -2.438915e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 210241 members 
Entering Unmasked Estep 
Score: -24389362.000000 Penalty: 6083.898926
	Iteration 87Q: 3 clusters Score -2.438936e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 210482 members 
Entering Unmasked Estep 
Score: -24389592.000000 Penalty: 6083.898926
	Iteration 88Q: 3 clusters Score -2.438959e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 210678 members 
Entering Unmasked Estep 
Score: -24389682.000000 Penalty: 6083.898926
	Iteration 89Q: 3 clusters Score -2.438968e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 210833 members 
Entering Unmasked Estep 
Score: -24389724.000000 Penalty: 6083.898926
	Iteration 90Q: 3 clusters Score -2.438972e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 210948 members 
Entering Unmasked Estep 
Score: -24389828.000000 Penalty: 6083.898926
	Iteration 91Q: 3 clusters Score -2.438983e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 211046 members 
Entering Unmasked Estep 
Score: -24389896.000000 Penalty: 6083.898926
	Iteration 92Q: 3 clusters Score -2.43899e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 211134 members 
Entering Unmasked Estep 
Score: -24389952.000000 Penalty: 6083.898926
	Iteration 93Q: 3 clusters Score -2.438995e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 211215 members 
Entering Unmasked Estep 
Score: -24390060.000000 Penalty: 6083.898926
	Iteration 94Q: 3 clusters Score -2.439006e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 211270 members 
Entering Unmasked Estep 
Score: -24390108.000000 Penalty: 6083.898926
	Iteration 95Q: 3 clusters Score -2.439011e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 211319 members 
Entering Unmasked Estep 
Score: -24390184.000000 Penalty: 6083.898926
	Iteration 96Q: 3 clusters Score -2.439018e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 211366 members 
Entering Unmasked Estep 
Score: -24390198.000000 Penalty: 6083.898926
	Iteration 97Q: 3 clusters Score -2.43902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 211392 members 
Entering Unmasked Estep 
Score: -24390246.000000 Penalty: 6083.898926
	Iteration 98Q: 3 clusters Score -2.439025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 211415 members 
Entering Unmasked Estep 
Score: -24390216.000000 Penalty: 6083.898926
	Iteration 99Q: 3 clusters Score -2.439022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 211431 members 
Entering Unmasked Estep 
Score: -24390248.000000 Penalty: 6083.898926
	Iteration 100F: 3 clusters Score -2.439025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 211440 members 
Entering Unmasked Estep 
Score: -24390240.000000 Penalty: 6083.898926
	Iteration 101Q: 3 clusters Score -2.439024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 211449 members 
Entering Unmasked Estep 
Score: -24390262.000000 Penalty: 6083.898926
	Iteration 102Q: 3 clusters Score -2.439026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 211456 members 
Entering Unmasked Estep 
Score: -24390268.000000 Penalty: 6083.898926
	Iteration 103Q: 3 clusters Score -2.439027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 211467 members 
Entering Unmasked Estep 
Score: -24390246.000000 Penalty: 6083.898926
	Iteration 104Q: 3 clusters Score -2.439025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 211474 members 
Entering Unmasked Estep 
Score: -24390250.000000 Penalty: 6083.898926
	Iteration 105Q: 3 clusters Score -2.439025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 211478 members 
Entering Unmasked Estep 
Score: -24390240.000000 Penalty: 6083.898926
	Iteration 106Q: 3 clusters Score -2.439024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 211482 members 
Entering Unmasked Estep 
Score: -24390234.000000 Penalty: 6083.898926
	Iteration 107Q: 3 clusters Score -2.439023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 211485 members 
Entering Unmasked Estep 
Score: -24390234.000000 Penalty: 6083.898926
	Iteration 108Q: 3 clusters Score -2.439023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 211491 members 
Entering Unmasked Estep 
Score: -24390242.000000 Penalty: 6083.898926
	Iteration 109Q: 3 clusters Score -2.439024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 211493 members 
Entering Unmasked Estep 
Score: -24390256.000000 Penalty: 6083.898926
	Iteration 110Q: 3 clusters Score -2.439026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 211494 members 
Entering Unmasked Estep 
Score: -24390264.000000 Penalty: 6083.898926
	Iteration 111Q: 3 clusters Score -2.439026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 211495 members 
Entering Unmasked Estep 
Score: -24390278.000000 Penalty: 6083.898926
	Iteration 112Q: 3 clusters Score -2.439028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 211495 members 
Entering Unmasked Estep 
Score: -24390278.000000 Penalty: 6083.898926
	Iteration 113F: 3 clusters Score -2.439028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Entering Unmasked Estep 
Score: -2722628.250000 Penalty: 2499.101074
	Iteration 0F: 2 clusters Score -2722628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2706145.250000 Penalty: 4998.202148
	Iteration 0F: 3 clusters Score -2706145 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2711875.250000 Penalty: 4998.202148
	Iteration 1F: 3 clusters Score -2711875 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2712294.500000 Penalty: 4998.202148
	Iteration 2Q: 3 clusters Score -2712294 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2712683.750000 Penalty: 4998.202148
	Iteration 3Q: 3 clusters Score -2712684 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2713176.000000 Penalty: 4998.202148
	Iteration 4Q: 3 clusters Score -2713176 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2713866.250000 Penalty: 4998.202148
	Iteration 5F: 3 clusters Score -2713866 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2714775.750000 Penalty: 4998.202148
	Iteration 6F: 3 clusters Score -2714776 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2716009.750000 Penalty: 4998.202148
	Iteration 7F: 3 clusters Score -2716010 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2717311.500000 Penalty: 4998.202148
	Iteration 8F: 3 clusters Score -2717312 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2718409.500000 Penalty: 4998.202148
	Iteration 9F: 3 clusters Score -2718410 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2719514.500000 Penalty: 4998.202148
	Iteration 10Q: 3 clusters Score -2719514 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2720727.750000 Penalty: 4998.202148
	Iteration 11Q: 3 clusters Score -2720728 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2721630.250000 Penalty: 4998.202148
	Iteration 12Q: 3 clusters Score -2721630 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2722000.000000 Penalty: 4998.202148
	Iteration 13Q: 3 clusters Score -2722000 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2722135.750000 Penalty: 4998.202148
	Iteration 14Q: 3 clusters Score -2722136 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2722198.250000 Penalty: 4998.202148
	Iteration 15Q: 3 clusters Score -2722198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2722225.250000 Penalty: 4998.202148
	Iteration 16Q: 3 clusters Score -2722225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2722256.750000 Penalty: 4998.202148
	Iteration 17Q: 3 clusters Score -2722257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2722265.750000 Penalty: 4998.202148
	Iteration 18Q: 3 clusters Score -2722266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2722280.250000 Penalty: 4998.202148
	Iteration 19Q: 3 clusters Score -2722280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2722293.000000 Penalty: 4998.202148
	Iteration 20F: 3 clusters Score -2722293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2722304.000000 Penalty: 4998.202148
	Iteration 21Q: 3 clusters Score -2722304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2722310.750000 Penalty: 4998.202148
	Iteration 22Q: 3 clusters Score -2722311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2722318.750000 Penalty: 4998.202148
	Iteration 23Q: 3 clusters Score -2722319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2722322.000000 Penalty: 4998.202148
	Iteration 24Q: 3 clusters Score -2722322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2722317.250000 Penalty: 4998.202148
	Iteration 25Q: 3 clusters Score -2722317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2722320.500000 Penalty: 4998.202148
	Iteration 26Q: 3 clusters Score -2722320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2722318.000000 Penalty: 4998.202148
	Iteration 27Q: 3 clusters Score -2722318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2722315.000000 Penalty: 4998.202148
	Iteration 28Q: 3 clusters Score -2722315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2722310.750000 Penalty: 4998.202148
	Iteration 29Q: 3 clusters Score -2722311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2722315.000000 Penalty: 4998.202148
	Iteration 30Q: 3 clusters Score -2722315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2722310.500000 Penalty: 4998.202148
	Iteration 31Q: 3 clusters Score -2722310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2722312.750000 Penalty: 4998.202148
	Iteration 32Q: 3 clusters Score -2722313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2722313.250000 Penalty: 4998.202148
	Iteration 33Q: 3 clusters Score -2722313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2722310.500000 Penalty: 4998.202148
	Iteration 34Q: 3 clusters Score -2722310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2722314.000000 Penalty: 4998.202148
	Iteration 35Q: 3 clusters Score -2722314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2722314.250000 Penalty: 4998.202148
	Iteration 36Q: 3 clusters Score -2722314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2722315.250000 Penalty: 4998.202148
	Iteration 37Q: 3 clusters Score -2722315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2722319.500000 Penalty: 4998.202148
	Iteration 38Q: 3 clusters Score -2722320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2722318.750000 Penalty: 4998.202148
	Iteration 39Q: 3 clusters Score -2722319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2722318.750000 Penalty: 4998.202148
	Iteration 40F: 3 clusters Score -2722319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Entering Unmasked Estep 
Score: -4309892.000000 Penalty: 2633.331787
	Iteration 0F: 2 clusters Score -4309892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4282257.500000 Penalty: 5266.663574
	Iteration 0F: 3 clusters Score -4282258 nChanged 18665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4293082.000000 Penalty: 5266.663574
	Iteration 1F: 3 clusters Score -4293082 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4294223.000000 Penalty: 5266.663574
	Iteration 2F: 3 clusters Score -4294223 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4295418.000000 Penalty: 5266.663574
	Iteration 3F: 3 clusters Score -4295418 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4296798.500000 Penalty: 5266.663574
	Iteration 4F: 3 clusters Score -4296798 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4298525.000000 Penalty: 5266.663574
	Iteration 5F: 3 clusters Score -4298525 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4300590.500000 Penalty: 5266.663574
	Iteration 6F: 3 clusters Score -4300590 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4302526.500000 Penalty: 5266.663574
	Iteration 7F: 3 clusters Score -4302526 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -4303802.500000 Penalty: 5266.663574
	Iteration 8F: 3 clusters Score -4303802 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4304576.500000 Penalty: 5266.663574
	Iteration 9Q: 3 clusters Score -4304576 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -4305056.000000 Penalty: 5266.663574
	Iteration 10Q: 3 clusters Score -4305056 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4305368.000000 Penalty: 5266.663574
	Iteration 11Q: 3 clusters Score -4305368 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4305672.000000 Penalty: 5266.663574
	Iteration 12Q: 3 clusters Score -4305672 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -4305905.000000 Penalty: 5266.663574
	Iteration 13Q: 3 clusters Score -4305905 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4306167.000000 Penalty: 5266.663574
	Iteration 14Q: 3 clusters Score -4306167 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4306445.500000 Penalty: 5266.663574
	Iteration 15Q: 3 clusters Score -4306446 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4306735.000000 Penalty: 5266.663574
	Iteration 16Q: 3 clusters Score -4306735 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4306951.000000 Penalty: 5266.663574
	Iteration 17Q: 3 clusters Score -4306951 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4307179.000000 Penalty: 5266.663574
	Iteration 18Q: 3 clusters Score -4307179 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4307359.000000 Penalty: 5266.663574
	Iteration 19Q: 3 clusters Score -4307359 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4307522.000000 Penalty: 5266.663574
	Iteration 20F: 3 clusters Score -4307522 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4307690.500000 Penalty: 5266.663574
	Iteration 21Q: 3 clusters Score -4307690 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4307802.500000 Penalty: 5266.663574
	Iteration 22Q: 3 clusters Score -4307802 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4307914.000000 Penalty: 5266.663574
	Iteration 23Q: 3 clusters Score -4307914 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4308005.500000 Penalty: 5266.663574
	Iteration 24Q: 3 clusters Score -4308006 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4308089.000000 Penalty: 5266.663574
	Iteration 25Q: 3 clusters Score -4308089 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4308173.500000 Penalty: 5266.663574
	Iteration 26Q: 3 clusters Score -4308174 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4308256.000000 Penalty: 5266.663574
	Iteration 27Q: 3 clusters Score -4308256 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4308321.000000 Penalty: 5266.663574
	Iteration 28Q: 3 clusters Score -4308321 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4308383.000000 Penalty: 5266.663574
	Iteration 29Q: 3 clusters Score -4308383 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4308468.500000 Penalty: 5266.663574
	Iteration 30Q: 3 clusters Score -4308468 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -4308540.500000 Penalty: 5266.663574
	Iteration 31Q: 3 clusters Score -4308540 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -4308622.500000 Penalty: 5266.663574
	Iteration 32Q: 3 clusters Score -4308622 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4308747.000000 Penalty: 5266.663574
	Iteration 33Q: 3 clusters Score -4308747 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4308869.500000 Penalty: 5266.663574
	Iteration 34Q: 3 clusters Score -4308870 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4309000.000000 Penalty: 5266.663574
	Iteration 35Q: 3 clusters Score -4309000 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4309091.000000 Penalty: 5266.663574
	Iteration 36Q: 3 clusters Score -4309091 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4309152.000000 Penalty: 5266.663574
	Iteration 37Q: 3 clusters Score -4309152 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -4309197.000000 Penalty: 5266.663574
	Iteration 38Q: 3 clusters Score -4309197 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4309238.500000 Penalty: 5266.663574
	Iteration 39Q: 3 clusters Score -4309238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -4309252.000000 Penalty: 5266.663574
	Iteration 40F: 3 clusters Score -4309252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4309266.000000 Penalty: 5266.663574
	Iteration 41Q: 3 clusters Score -4309266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4309282.500000 Penalty: 5266.663574
	Iteration 42Q: 3 clusters Score -4309282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4309291.500000 Penalty: 5266.663574
	Iteration 43Q: 3 clusters Score -4309292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -4309304.000000 Penalty: 5266.663574
	Iteration 44Q: 3 clusters Score -4309304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4309304.500000 Penalty: 5266.663574
	Iteration 45Q: 3 clusters Score -4309304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -4309325.000000 Penalty: 5266.663574
	Iteration 46Q: 3 clusters Score -4309325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4309322.000000 Penalty: 5266.663574
	Iteration 47Q: 3 clusters Score -4309322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -4309322.000000 Penalty: 5266.663574
	Iteration 48Q: 3 clusters Score -4309322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4309331.000000 Penalty: 5266.663574
	Iteration 49Q: 3 clusters Score -4309331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4309325.000000 Penalty: 5266.663574
	Iteration 50Q: 3 clusters Score -4309325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4309331.500000 Penalty: 5266.663574
	Iteration 51Q: 3 clusters Score -4309332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -4309331.500000 Penalty: 5266.663574
	Iteration 52Q: 3 clusters Score -4309332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4309327.000000 Penalty: 5266.663574
	Iteration 53Q: 3 clusters Score -4309327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -4309336.000000 Penalty: 5266.663574
	Iteration 54Q: 3 clusters Score -4309336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -4309338.000000 Penalty: 5266.663574
	Iteration 55Q: 3 clusters Score -4309338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4309350.000000 Penalty: 5266.663574
	Iteration 56Q: 3 clusters Score -4309350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4309352.000000 Penalty: 5266.663574
	Iteration 57Q: 3 clusters Score -4309352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4309352.500000 Penalty: 5266.663574
	Iteration 58Q: 3 clusters Score -4309352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4309358.000000 Penalty: 5266.663574
	Iteration 59Q: 3 clusters Score -4309358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4309357.000000 Penalty: 5266.663574
	Iteration 60F: 3 clusters Score -4309357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4309353.000000 Penalty: 5266.663574
	Iteration 61Q: 3 clusters Score -4309353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -4309352.500000 Penalty: 5266.663574
	Iteration 62Q: 3 clusters Score -4309352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4309360.000000 Penalty: 5266.663574
	Iteration 63Q: 3 clusters Score -4309360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -4309359.500000 Penalty: 5266.663574
	Iteration 64Q: 3 clusters Score -4309360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -4309362.500000 Penalty: 5266.663574
	Iteration 65Q: 3 clusters Score -4309362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4309361.500000 Penalty: 5266.663574
	Iteration 66Q: 3 clusters Score -4309362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4309361.500000 Penalty: 5266.663574
	Iteration 67F: 3 clusters Score -4309362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Entering Unmasked Estep 
Score: -4135002.750000 Penalty: 2606.436279
	Iteration 0F: 2 clusters Score -4135003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4110056.250000 Penalty: 5212.872559
	Iteration 0F: 3 clusters Score -4110056 nChanged 16609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4119499.500000 Penalty: 5212.872559
	Iteration 1F: 3 clusters Score -4119500 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4120475.500000 Penalty: 5212.872559
	Iteration 2F: 3 clusters Score -4120476 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4121826.750000 Penalty: 5212.872559
	Iteration 3F: 3 clusters Score -4121827 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4123718.750000 Penalty: 5212.872559
	Iteration 4F: 3 clusters Score -4123719 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -4126029.000000 Penalty: 5212.872559
	Iteration 5F: 3 clusters Score -4126029 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4128171.750000 Penalty: 5212.872559
	Iteration 6F: 3 clusters Score -4128172 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4129690.500000 Penalty: 5212.872559
	Iteration 7F: 3 clusters Score -4129690 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -4130666.750000 Penalty: 5212.872559
	Iteration 8Q: 3 clusters Score -4130667 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -4131323.000000 Penalty: 5212.872559
	Iteration 9Q: 3 clusters Score -4131323 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -4131885.250000 Penalty: 5212.872559
	Iteration 10Q: 3 clusters Score -4131885 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -4132343.000000 Penalty: 5212.872559
	Iteration 11Q: 3 clusters Score -4132343 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -4132888.250000 Penalty: 5212.872559
	Iteration 12Q: 3 clusters Score -4132888 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4133371.500000 Penalty: 5212.872559
	Iteration 13Q: 3 clusters Score -4133372 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4133771.500000 Penalty: 5212.872559
	Iteration 14Q: 3 clusters Score -4133772 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -4134049.250000 Penalty: 5212.872559
	Iteration 15Q: 3 clusters Score -4134049 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4134243.000000 Penalty: 5212.872559
	Iteration 16Q: 3 clusters Score -4134243 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4134345.250000 Penalty: 5212.872559
	Iteration 17Q: 3 clusters Score -4134345 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -4134443.250000 Penalty: 5212.872559
	Iteration 18Q: 3 clusters Score -4134443 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4134494.750000 Penalty: 5212.872559
	Iteration 19Q: 3 clusters Score -4134495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -4134529.750000 Penalty: 5212.872559
	Iteration 20F: 3 clusters Score -4134530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4134537.000000 Penalty: 5212.872559
	Iteration 21Q: 3 clusters Score -4134537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4134546.000000 Penalty: 5212.872559
	Iteration 22Q: 3 clusters Score -4134546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4134553.250000 Penalty: 5212.872559
	Iteration 23Q: 3 clusters Score -4134553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -4134560.250000 Penalty: 5212.872559
	Iteration 24Q: 3 clusters Score -4134560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -4134567.250000 Penalty: 5212.872559
	Iteration 25Q: 3 clusters Score -4134567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4134569.500000 Penalty: 5212.872559
	Iteration 26Q: 3 clusters Score -4134570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -4134572.500000 Penalty: 5212.872559
	Iteration 27Q: 3 clusters Score -4134572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4134575.500000 Penalty: 5212.872559
	Iteration 28Q: 3 clusters Score -4134576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4134577.250000 Penalty: 5212.872559
	Iteration 29Q: 3 clusters Score -4134577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -4134581.000000 Penalty: 5212.872559
	Iteration 30Q: 3 clusters Score -4134581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4134576.000000 Penalty: 5212.872559
	Iteration 31Q: 3 clusters Score -4134576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4134582.250000 Penalty: 5212.872559
	Iteration 32Q: 3 clusters Score -4134582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -4134578.750000 Penalty: 5212.872559
	Iteration 33Q: 3 clusters Score -4134579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4134579.750000 Penalty: 5212.872559
	Iteration 34Q: 3 clusters Score -4134580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4134583.750000 Penalty: 5212.872559
	Iteration 35Q: 3 clusters Score -4134584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -4134583.000000 Penalty: 5212.872559
	Iteration 36Q: 3 clusters Score -4134583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4134579.750000 Penalty: 5212.872559
	Iteration 37Q: 3 clusters Score -4134580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4134584.000000 Penalty: 5212.872559
	Iteration 38Q: 3 clusters Score -4134584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4134584.000000 Penalty: 5212.872559
	Iteration 39F: 3 clusters Score -4134584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128191 members 
Entering Unmasked Estep 
Score: -14443564.000000 Penalty: 2916.796387
	Iteration 0F: 2 clusters Score -1.444356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -14357574.000000 Penalty: 5833.592773
	Iteration 0F: 3 clusters Score -1.435757e+07 nChanged 61204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -14392840.000000 Penalty: 5833.592773
	Iteration 1F: 3 clusters Score -1.439284e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -14393905.000000 Penalty: 5833.592773
	Iteration 2Q: 3 clusters Score -1.43939e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -14395327.000000 Penalty: 5833.592773
	Iteration 3Q: 3 clusters Score -1.439533e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78790 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -14397813.000000 Penalty: 5833.592773
	Iteration 4Q: 3 clusters Score -1.439781e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -14402193.000000 Penalty: 5833.592773
	Iteration 5F: 3 clusters Score -1.440219e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96107 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -14409969.000000 Penalty: 5833.592773
	Iteration 6F: 3 clusters Score -1.440997e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -14421113.000000 Penalty: 5833.592773
	Iteration 7F: 3 clusters Score -1.442111e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118470 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -14431573.000000 Penalty: 5833.592773
	Iteration 8F: 3 clusters Score -1.443157e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -14437722.000000 Penalty: 5833.592773
	Iteration 9Q: 3 clusters Score -1.443772e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126886 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14439882.000000 Penalty: 5833.592773
	Iteration 10Q: 3 clusters Score -1.443988e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14440537.000000 Penalty: 5833.592773
	Iteration 11Q: 3 clusters Score -1.444054e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14440778.000000 Penalty: 5833.592773
	Iteration 12Q: 3 clusters Score -1.444078e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14440936.000000 Penalty: 5833.592773
	Iteration 13Q: 3 clusters Score -1.444094e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127846 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14440979.000000 Penalty: 5833.592773
	Iteration 14Q: 3 clusters Score -1.444098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14441031.000000 Penalty: 5833.592773
	Iteration 15Q: 3 clusters Score -1.444103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127854 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14441047.000000 Penalty: 5833.592773
	Iteration 16Q: 3 clusters Score -1.444105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127860 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14441054.000000 Penalty: 5833.592773
	Iteration 17Q: 3 clusters Score -1.444105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127863 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14441073.000000 Penalty: 5833.592773
	Iteration 18Q: 3 clusters Score -1.444107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127862 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14441072.000000 Penalty: 5833.592773
	Iteration 19Q: 3 clusters Score -1.444107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127857 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14441073.000000 Penalty: 5833.592773
	Iteration 20F: 3 clusters Score -1.444107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127862 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14441086.000000 Penalty: 5833.592773
	Iteration 21Q: 3 clusters Score -1.444109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127862 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14441100.000000 Penalty: 5833.592773
	Iteration 22Q: 3 clusters Score -1.44411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127862 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14441100.000000 Penalty: 5833.592773
	Iteration 23Q: 3 clusters Score -1.44411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127862 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14441095.000000 Penalty: 5833.592773
	Iteration 24Q: 3 clusters Score -1.44411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127862 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14441104.000000 Penalty: 5833.592773
	Iteration 25Q: 3 clusters Score -1.44411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127863 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14441108.000000 Penalty: 5833.592773
	Iteration 26Q: 3 clusters Score -1.444111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127866 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14441110.000000 Penalty: 5833.592773
	Iteration 27Q: 3 clusters Score -1.444111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127866 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14441110.000000 Penalty: 5833.592773
	Iteration 28F: 3 clusters Score -1.444111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Entering Unmasked Estep 
Score: -2272084.000000 Penalty: 2474.703125
	Iteration 0F: 2 clusters Score -2272084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2256953.250000 Penalty: 4949.406250
	Iteration 0F: 3 clusters Score -2256953 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2262229.750000 Penalty: 4949.406250
	Iteration 1F: 3 clusters Score -2262230 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2262808.250000 Penalty: 4949.406250
	Iteration 2F: 3 clusters Score -2262808 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2263367.750000 Penalty: 4949.406250
	Iteration 3F: 3 clusters Score -2263368 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2264091.250000 Penalty: 4949.406250
	Iteration 4F: 3 clusters Score -2264091 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2264943.250000 Penalty: 4949.406250
	Iteration 5F: 3 clusters Score -2264943 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2265881.000000 Penalty: 4949.406250
	Iteration 6F: 3 clusters Score -2265881 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2266866.750000 Penalty: 4949.406250
	Iteration 7F: 3 clusters Score -2266867 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2267723.000000 Penalty: 4949.406250
	Iteration 8F: 3 clusters Score -2267723 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2268435.250000 Penalty: 4949.406250
	Iteration 9Q: 3 clusters Score -2268435 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2268979.000000 Penalty: 4949.406250
	Iteration 10Q: 3 clusters Score -2268979 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2269423.500000 Penalty: 4949.406250
	Iteration 11Q: 3 clusters Score -2269424 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2269779.250000 Penalty: 4949.406250
	Iteration 12Q: 3 clusters Score -2269779 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2270092.000000 Penalty: 4949.406250
	Iteration 13Q: 3 clusters Score -2270092 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2270360.750000 Penalty: 4949.406250
	Iteration 14Q: 3 clusters Score -2270361 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2270553.250000 Penalty: 4949.406250
	Iteration 15Q: 3 clusters Score -2270553 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2270675.000000 Penalty: 4949.406250
	Iteration 16Q: 3 clusters Score -2270675 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2270765.500000 Penalty: 4949.406250
	Iteration 17Q: 3 clusters Score -2270766 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2270819.500000 Penalty: 4949.406250
	Iteration 18Q: 3 clusters Score -2270820 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2270862.500000 Penalty: 4949.406250
	Iteration 19Q: 3 clusters Score -2270862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2270903.250000 Penalty: 4949.406250
	Iteration 20F: 3 clusters Score -2270903 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2270920.000000 Penalty: 4949.406250
	Iteration 21Q: 3 clusters Score -2270920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2270942.250000 Penalty: 4949.406250
	Iteration 22Q: 3 clusters Score -2270942 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2270948.750000 Penalty: 4949.406250
	Iteration 23Q: 3 clusters Score -2270949 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2270967.000000 Penalty: 4949.406250
	Iteration 24Q: 3 clusters Score -2270967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2270976.250000 Penalty: 4949.406250
	Iteration 25Q: 3 clusters Score -2270976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2270985.000000 Penalty: 4949.406250
	Iteration 26Q: 3 clusters Score -2270985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2270990.000000 Penalty: 4949.406250
	Iteration 27Q: 3 clusters Score -2270990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2271005.000000 Penalty: 4949.406250
	Iteration 28Q: 3 clusters Score -2271005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2271007.500000 Penalty: 4949.406250
	Iteration 29Q: 3 clusters Score -2271008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2271008.000000 Penalty: 4949.406250
	Iteration 30Q: 3 clusters Score -2271008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2271019.750000 Penalty: 4949.406250
	Iteration 31Q: 3 clusters Score -2271020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2271019.500000 Penalty: 4949.406250
	Iteration 32Q: 3 clusters Score -2271020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2271019.250000 Penalty: 4949.406250
	Iteration 33Q: 3 clusters Score -2271019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2271021.000000 Penalty: 4949.406250
	Iteration 34Q: 3 clusters Score -2271021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2271025.000000 Penalty: 4949.406250
	Iteration 35Q: 3 clusters Score -2271025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2271021.000000 Penalty: 4949.406250
	Iteration 36Q: 3 clusters Score -2271021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2271025.250000 Penalty: 4949.406250
	Iteration 37Q: 3 clusters Score -2271025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2271032.000000 Penalty: 4949.406250
	Iteration 38Q: 3 clusters Score -2271032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2271030.000000 Penalty: 4949.406250
	Iteration 39Q: 3 clusters Score -2271030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2271033.500000 Penalty: 4949.406250
	Iteration 40F: 3 clusters Score -2271034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2271034.000000 Penalty: 4949.406250
	Iteration 41Q: 3 clusters Score -2271034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2271036.000000 Penalty: 4949.406250
	Iteration 42Q: 3 clusters Score -2271036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2271045.000000 Penalty: 4949.406250
	Iteration 43Q: 3 clusters Score -2271045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2271042.750000 Penalty: 4949.406250
	Iteration 44Q: 3 clusters Score -2271043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2271042.250000 Penalty: 4949.406250
	Iteration 45Q: 3 clusters Score -2271042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2271044.750000 Penalty: 4949.406250
	Iteration 46Q: 3 clusters Score -2271045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2271049.000000 Penalty: 4949.406250
	Iteration 47Q: 3 clusters Score -2271049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2271050.250000 Penalty: 4949.406250
	Iteration 48Q: 3 clusters Score -2271050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2271052.500000 Penalty: 4949.406250
	Iteration 49Q: 3 clusters Score -2271052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2271052.250000 Penalty: 4949.406250
	Iteration 50Q: 3 clusters Score -2271052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2271054.250000 Penalty: 4949.406250
	Iteration 51Q: 3 clusters Score -2271054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2271054.750000 Penalty: 4949.406250
	Iteration 52Q: 3 clusters Score -2271055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2271052.500000 Penalty: 4949.406250
	Iteration 53Q: 3 clusters Score -2271052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2271053.250000 Penalty: 4949.406250
	Iteration 54Q: 3 clusters Score -2271053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2271055.500000 Penalty: 4949.406250
	Iteration 55Q: 3 clusters Score -2271056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2271052.750000 Penalty: 4949.406250
	Iteration 56Q: 3 clusters Score -2271053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2271054.750000 Penalty: 4949.406250
	Iteration 57Q: 3 clusters Score -2271055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2271054.500000 Penalty: 4949.406250
	Iteration 58Q: 3 clusters Score -2271054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2271054.250000 Penalty: 4949.406250
	Iteration 59Q: 3 clusters Score -2271054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2271055.000000 Penalty: 4949.406250
	Iteration 60F: 3 clusters Score -2271055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2271057.000000 Penalty: 4949.406250
	Iteration 61Q: 3 clusters Score -2271057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2271060.500000 Penalty: 4949.406250
	Iteration 62Q: 3 clusters Score -2271060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2271059.000000 Penalty: 4949.406250
	Iteration 63Q: 3 clusters Score -2271059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2271059.000000 Penalty: 4949.406250
	Iteration 64F: 3 clusters Score -2271059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Entering Unmasked Estep 
Score: -2389319.250000 Penalty: 2463.816406
	Iteration 0F: 2 clusters Score -2389319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2374778.250000 Penalty: 4927.632812
	Iteration 0F: 3 clusters Score -2374778 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2379690.250000 Penalty: 4927.632812
	Iteration 1F: 3 clusters Score -2379690 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2380179.500000 Penalty: 4927.632812
	Iteration 2F: 3 clusters Score -2380180 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2380786.750000 Penalty: 4927.632812
	Iteration 3F: 3 clusters Score -2380787 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2381619.000000 Penalty: 4927.632812
	Iteration 4F: 3 clusters Score -2381619 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2382780.500000 Penalty: 4927.632812
	Iteration 5F: 3 clusters Score -2382780 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2384038.500000 Penalty: 4927.632812
	Iteration 6F: 3 clusters Score -2384038 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2385054.500000 Penalty: 4927.632812
	Iteration 7F: 3 clusters Score -2385054 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2385801.500000 Penalty: 4927.632812
	Iteration 8Q: 3 clusters Score -2385802 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2386262.000000 Penalty: 4927.632812
	Iteration 9Q: 3 clusters Score -2386262 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2386536.000000 Penalty: 4927.632812
	Iteration 10Q: 3 clusters Score -2386536 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2386756.250000 Penalty: 4927.632812
	Iteration 11Q: 3 clusters Score -2386756 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2386926.500000 Penalty: 4927.632812
	Iteration 12Q: 3 clusters Score -2386926 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2387043.000000 Penalty: 4927.632812
	Iteration 13Q: 3 clusters Score -2387043 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2387122.500000 Penalty: 4927.632812
	Iteration 14Q: 3 clusters Score -2387122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2387183.750000 Penalty: 4927.632812
	Iteration 15Q: 3 clusters Score -2387184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2387220.500000 Penalty: 4927.632812
	Iteration 16Q: 3 clusters Score -2387220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2387248.000000 Penalty: 4927.632812
	Iteration 17Q: 3 clusters Score -2387248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2387278.500000 Penalty: 4927.632812
	Iteration 18Q: 3 clusters Score -2387278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2387301.750000 Penalty: 4927.632812
	Iteration 19Q: 3 clusters Score -2387302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2387319.000000 Penalty: 4927.632812
	Iteration 20F: 3 clusters Score -2387319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2387320.750000 Penalty: 4927.632812
	Iteration 21Q: 3 clusters Score -2387321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2387330.750000 Penalty: 4927.632812
	Iteration 22Q: 3 clusters Score -2387331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2387334.000000 Penalty: 4927.632812
	Iteration 23Q: 3 clusters Score -2387334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2387338.000000 Penalty: 4927.632812
	Iteration 24Q: 3 clusters Score -2387338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2387343.750000 Penalty: 4927.632812
	Iteration 25Q: 3 clusters Score -2387344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2387351.750000 Penalty: 4927.632812
	Iteration 26Q: 3 clusters Score -2387352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2387361.000000 Penalty: 4927.632812
	Iteration 27Q: 3 clusters Score -2387361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2387368.250000 Penalty: 4927.632812
	Iteration 28Q: 3 clusters Score -2387368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2387373.500000 Penalty: 4927.632812
	Iteration 29Q: 3 clusters Score -2387374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2387377.750000 Penalty: 4927.632812
	Iteration 30Q: 3 clusters Score -2387378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2387382.000000 Penalty: 4927.632812
	Iteration 31Q: 3 clusters Score -2387382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2387388.750000 Penalty: 4927.632812
	Iteration 32Q: 3 clusters Score -2387389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2387392.750000 Penalty: 4927.632812
	Iteration 33Q: 3 clusters Score -2387393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2387396.750000 Penalty: 4927.632812
	Iteration 34Q: 3 clusters Score -2387397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2387399.000000 Penalty: 4927.632812
	Iteration 35Q: 3 clusters Score -2387399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2387410.000000 Penalty: 4927.632812
	Iteration 36Q: 3 clusters Score -2387410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2387414.000000 Penalty: 4927.632812
	Iteration 37Q: 3 clusters Score -2387414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2387420.250000 Penalty: 4927.632812
	Iteration 38Q: 3 clusters Score -2387420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2387424.500000 Penalty: 4927.632812
	Iteration 39Q: 3 clusters Score -2387424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2387423.750000 Penalty: 4927.632812
	Iteration 40F: 3 clusters Score -2387424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2387432.500000 Penalty: 4927.632812
	Iteration 41Q: 3 clusters Score -2387432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2387442.000000 Penalty: 4927.632812
	Iteration 42Q: 3 clusters Score -2387442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2387442.250000 Penalty: 4927.632812
	Iteration 43Q: 3 clusters Score -2387442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2387442.750000 Penalty: 4927.632812
	Iteration 44Q: 3 clusters Score -2387443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2387442.000000 Penalty: 4927.632812
	Iteration 45Q: 3 clusters Score -2387442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2387445.500000 Penalty: 4927.632812
	Iteration 46Q: 3 clusters Score -2387446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2387445.500000 Penalty: 4927.632812
	Iteration 47F: 3 clusters Score -2387446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Entering Unmasked Estep 
Score: -1059586.375000 Penalty: 2293.079102
	Iteration 0F: 2 clusters Score -1059586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1051588.375000 Penalty: 4586.158203
	Iteration 0F: 3 clusters Score -1051588 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1054189.500000 Penalty: 4586.158203
	Iteration 1F: 3 clusters Score -1054190 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1054812.875000 Penalty: 4586.158203
	Iteration 2F: 3 clusters Score -1054813 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1055457.000000 Penalty: 4586.158203
	Iteration 3F: 3 clusters Score -1055457 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1056067.500000 Penalty: 4586.158203
	Iteration 4F: 3 clusters Score -1056068 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1056576.250000 Penalty: 4586.158203
	Iteration 5F: 3 clusters Score -1056576 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1056983.625000 Penalty: 4586.158203
	Iteration 6F: 3 clusters Score -1056984 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1057257.500000 Penalty: 4586.158203
	Iteration 7Q: 3 clusters Score -1057258 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1057426.500000 Penalty: 4586.158203
	Iteration 8Q: 3 clusters Score -1057426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1057531.375000 Penalty: 4586.158203
	Iteration 9Q: 3 clusters Score -1057531 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1057616.250000 Penalty: 4586.158203
	Iteration 10Q: 3 clusters Score -1057616 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1057692.750000 Penalty: 4586.158203
	Iteration 11Q: 3 clusters Score -1057693 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1057741.875000 Penalty: 4586.158203
	Iteration 12Q: 3 clusters Score -1057742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1057774.875000 Penalty: 4586.158203
	Iteration 13Q: 3 clusters Score -1057775 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1057806.250000 Penalty: 4586.158203
	Iteration 14Q: 3 clusters Score -1057806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1057836.375000 Penalty: 4586.158203
	Iteration 15Q: 3 clusters Score -1057836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1057857.375000 Penalty: 4586.158203
	Iteration 16Q: 3 clusters Score -1057857 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1057877.250000 Penalty: 4586.158203
	Iteration 17Q: 3 clusters Score -1057877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1057892.250000 Penalty: 4586.158203
	Iteration 18Q: 3 clusters Score -1057892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1057906.875000 Penalty: 4586.158203
	Iteration 19Q: 3 clusters Score -1057907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1057925.000000 Penalty: 4586.158203
	Iteration 20F: 3 clusters Score -1057925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1057937.875000 Penalty: 4586.158203
	Iteration 21Q: 3 clusters Score -1057938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1057955.125000 Penalty: 4586.158203
	Iteration 22Q: 3 clusters Score -1057955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1057968.625000 Penalty: 4586.158203
	Iteration 23Q: 3 clusters Score -1057969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1057976.250000 Penalty: 4586.158203
	Iteration 24Q: 3 clusters Score -1057976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1057994.000000 Penalty: 4586.158203
	Iteration 25Q: 3 clusters Score -1057994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1058013.750000 Penalty: 4586.158203
	Iteration 26Q: 3 clusters Score -1058014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1058037.375000 Penalty: 4586.158203
	Iteration 27Q: 3 clusters Score -1058037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1058047.250000 Penalty: 4586.158203
	Iteration 28Q: 3 clusters Score -1058047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1058056.250000 Penalty: 4586.158203
	Iteration 29Q: 3 clusters Score -1058056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1058061.500000 Penalty: 4586.158203
	Iteration 30Q: 3 clusters Score -1058062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1058075.250000 Penalty: 4586.158203
	Iteration 31Q: 3 clusters Score -1058075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1058083.125000 Penalty: 4586.158203
	Iteration 32Q: 3 clusters Score -1058083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1058090.625000 Penalty: 4586.158203
	Iteration 33Q: 3 clusters Score -1058091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1058101.750000 Penalty: 4586.158203
	Iteration 34Q: 3 clusters Score -1058102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1058105.625000 Penalty: 4586.158203
	Iteration 35Q: 3 clusters Score -1058106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1058110.500000 Penalty: 4586.158203
	Iteration 36Q: 3 clusters Score -1058110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1058112.625000 Penalty: 4586.158203
	Iteration 37Q: 3 clusters Score -1058113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1058116.375000 Penalty: 4586.158203
	Iteration 38Q: 3 clusters Score -1058116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1058120.250000 Penalty: 4586.158203
	Iteration 39Q: 3 clusters Score -1058120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1058120.625000 Penalty: 4586.158203
	Iteration 40F: 3 clusters Score -1058121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1058123.750000 Penalty: 4586.158203
	Iteration 41Q: 3 clusters Score -1058124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1058124.875000 Penalty: 4586.158203
	Iteration 42Q: 3 clusters Score -1058125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1058125.125000 Penalty: 4586.158203
	Iteration 43Q: 3 clusters Score -1058125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1058128.250000 Penalty: 4586.158203
	Iteration 44Q: 3 clusters Score -1058128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1058130.500000 Penalty: 4586.158203
	Iteration 45Q: 3 clusters Score -1058130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1058130.750000 Penalty: 4586.158203
	Iteration 46Q: 3 clusters Score -1058131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1058133.125000 Penalty: 4586.158203
	Iteration 47Q: 3 clusters Score -1058133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1058136.000000 Penalty: 4586.158203
	Iteration 48Q: 3 clusters Score -1058136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1058142.875000 Penalty: 4586.158203
	Iteration 49Q: 3 clusters Score -1058143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1058149.375000 Penalty: 4586.158203
	Iteration 50Q: 3 clusters Score -1058149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1058150.375000 Penalty: 4586.158203
	Iteration 51Q: 3 clusters Score -1058150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1058153.250000 Penalty: 4586.158203
	Iteration 52Q: 3 clusters Score -1058153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1058156.625000 Penalty: 4586.158203
	Iteration 53Q: 3 clusters Score -1058157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1058158.125000 Penalty: 4586.158203
	Iteration 54Q: 3 clusters Score -1058158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1058159.625000 Penalty: 4586.158203
	Iteration 55Q: 3 clusters Score -1058160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1058163.875000 Penalty: 4586.158203
	Iteration 56Q: 3 clusters Score -1058164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1058165.375000 Penalty: 4586.158203
	Iteration 57Q: 3 clusters Score -1058165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1058164.375000 Penalty: 4586.158203
	Iteration 58Q: 3 clusters Score -1058164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1058168.000000 Penalty: 4586.158203
	Iteration 59Q: 3 clusters Score -1058168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1058168.625000 Penalty: 4586.158203
	Iteration 60F: 3 clusters Score -1058169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1058169.125000 Penalty: 4586.158203
	Iteration 61Q: 3 clusters Score -1058169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1058170.875000 Penalty: 4586.158203
	Iteration 62Q: 3 clusters Score -1058171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1058170.250000 Penalty: 4586.158203
	Iteration 63Q: 3 clusters Score -1058170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1058174.750000 Penalty: 4586.158203
	Iteration 64Q: 3 clusters Score -1058175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1058175.125000 Penalty: 4586.158203
	Iteration 65Q: 3 clusters Score -1058175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1058177.125000 Penalty: 4586.158203
	Iteration 66Q: 3 clusters Score -1058177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1058178.625000 Penalty: 4586.158203
	Iteration 67Q: 3 clusters Score -1058179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1058179.375000 Penalty: 4586.158203
	Iteration 68Q: 3 clusters Score -1058179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1058178.500000 Penalty: 4586.158203
	Iteration 69Q: 3 clusters Score -1058178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1058178.500000 Penalty: 4586.158203
	Iteration 70F: 3 clusters Score -1058178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Entering Unmasked Estep 
Score: -709815.437500 Penalty: 2172.008301
	Iteration 0F: 2 clusters Score -709815.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -704464.125000 Penalty: 4344.016602
	Iteration 0F: 3 clusters Score -704464.1 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -705789.125000 Penalty: 4344.016602
	Iteration 1F: 3 clusters Score -705789.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -706055.375000 Penalty: 4344.016602
	Iteration 2F: 3 clusters Score -706055.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -706234.750000 Penalty: 4344.016602
	Iteration 3F: 3 clusters Score -706234.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -706357.125000 Penalty: 4344.016602
	Iteration 4Q: 3 clusters Score -706357.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -706450.187500 Penalty: 4344.016602
	Iteration 5Q: 3 clusters Score -706450.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -706518.187500 Penalty: 4344.016602
	Iteration 6Q: 3 clusters Score -706518.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -706574.937500 Penalty: 4344.016602
	Iteration 7Q: 3 clusters Score -706574.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -706623.562500 Penalty: 4344.016602
	Iteration 8Q: 3 clusters Score -706623.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -706672.312500 Penalty: 4344.016602
	Iteration 9Q: 3 clusters Score -706672.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -706721.250000 Penalty: 4344.016602
	Iteration 10Q: 3 clusters Score -706721.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -706765.687500 Penalty: 4344.016602
	Iteration 11Q: 3 clusters Score -706765.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -706803.625000 Penalty: 4344.016602
	Iteration 12Q: 3 clusters Score -706803.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -706849.375000 Penalty: 4344.016602
	Iteration 13Q: 3 clusters Score -706849.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -706896.125000 Penalty: 4344.016602
	Iteration 14Q: 3 clusters Score -706896.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -706949.437500 Penalty: 4344.016602
	Iteration 15Q: 3 clusters Score -706949.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -707007.625000 Penalty: 4344.016602
	Iteration 16Q: 3 clusters Score -707007.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -707069.375000 Penalty: 4344.016602
	Iteration 17Q: 3 clusters Score -707069.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -707137.875000 Penalty: 4344.016602
	Iteration 18Q: 3 clusters Score -707137.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -707214.312500 Penalty: 4344.016602
	Iteration 19Q: 3 clusters Score -707214.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -707271.937500 Penalty: 4344.016602
	Iteration 20F: 3 clusters Score -707271.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -707333.125000 Penalty: 4344.016602
	Iteration 21Q: 3 clusters Score -707333.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -707377.937500 Penalty: 4344.016602
	Iteration 22Q: 3 clusters Score -707377.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -707421.250000 Penalty: 4344.016602
	Iteration 23Q: 3 clusters Score -707421.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -707468.125000 Penalty: 4344.016602
	Iteration 24Q: 3 clusters Score -707468.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -707521.250000 Penalty: 4344.016602
	Iteration 25Q: 3 clusters Score -707521.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -707577.500000 Penalty: 4344.016602
	Iteration 26Q: 3 clusters Score -707577.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -707627.875000 Penalty: 4344.016602
	Iteration 27Q: 3 clusters Score -707627.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -707674.625000 Penalty: 4344.016602
	Iteration 28Q: 3 clusters Score -707674.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -707718.875000 Penalty: 4344.016602
	Iteration 29Q: 3 clusters Score -707718.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -707755.687500 Penalty: 4344.016602
	Iteration 30Q: 3 clusters Score -707755.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -707791.625000 Penalty: 4344.016602
	Iteration 31Q: 3 clusters Score -707791.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -707816.375000 Penalty: 4344.016602
	Iteration 32Q: 3 clusters Score -707816.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -707836.750000 Penalty: 4344.016602
	Iteration 33Q: 3 clusters Score -707836.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -707856.375000 Penalty: 4344.016602
	Iteration 34Q: 3 clusters Score -707856.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -707880.250000 Penalty: 4344.016602
	Iteration 35Q: 3 clusters Score -707880.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -707893.000000 Penalty: 4344.016602
	Iteration 36Q: 3 clusters Score -707893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -707907.937500 Penalty: 4344.016602
	Iteration 37Q: 3 clusters Score -707907.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -707918.750000 Penalty: 4344.016602
	Iteration 38Q: 3 clusters Score -707918.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -707926.000000 Penalty: 4344.016602
	Iteration 39Q: 3 clusters Score -707926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -707929.625000 Penalty: 4344.016602
	Iteration 40F: 3 clusters Score -707929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -707932.062500 Penalty: 4344.016602
	Iteration 41Q: 3 clusters Score -707932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -707932.937500 Penalty: 4344.016602
	Iteration 42Q: 3 clusters Score -707932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -707933.875000 Penalty: 4344.016602
	Iteration 43Q: 3 clusters Score -707933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -707934.750000 Penalty: 4344.016602
	Iteration 44Q: 3 clusters Score -707934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -707936.187500 Penalty: 4344.016602
	Iteration 45Q: 3 clusters Score -707936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -707938.000000 Penalty: 4344.016602
	Iteration 46Q: 3 clusters Score -707938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -707939.687500 Penalty: 4344.016602
	Iteration 47Q: 3 clusters Score -707939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -707940.562500 Penalty: 4344.016602
	Iteration 48Q: 3 clusters Score -707940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -707943.812500 Penalty: 4344.016602
	Iteration 49Q: 3 clusters Score -707943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -707946.187500 Penalty: 4344.016602
	Iteration 50Q: 3 clusters Score -707946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -707951.437500 Penalty: 4344.016602
	Iteration 51Q: 3 clusters Score -707951.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -707953.812500 Penalty: 4344.016602
	Iteration 52Q: 3 clusters Score -707953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -707955.312500 Penalty: 4344.016602
	Iteration 53Q: 3 clusters Score -707955.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -707959.687500 Penalty: 4344.016602
	Iteration 54Q: 3 clusters Score -707959.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -707963.375000 Penalty: 4344.016602
	Iteration 55Q: 3 clusters Score -707963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -707963.937500 Penalty: 4344.016602
	Iteration 56Q: 3 clusters Score -707963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -707968.312500 Penalty: 4344.016602
	Iteration 57Q: 3 clusters Score -707968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -707972.937500 Penalty: 4344.016602
	Iteration 58Q: 3 clusters Score -707972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -707975.125000 Penalty: 4344.016602
	Iteration 59Q: 3 clusters Score -707975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -707974.750000 Penalty: 4344.016602
	Iteration 60F: 3 clusters Score -707974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -707974.062500 Penalty: 4344.016602
	Iteration 61Q: 3 clusters Score -707974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -707974.062500 Penalty: 4344.016602
	Iteration 62F: 3 clusters Score -707974.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -384704.343750 Penalty: 2081.180664
	Iteration 0F: 2 clusters Score -384704.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -380604.093750 Penalty: 4162.361328
	Iteration 0F: 3 clusters Score -380604.1 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -381699.343750 Penalty: 4162.361328
	Iteration 1F: 3 clusters Score -381699.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -382041.562500 Penalty: 4162.361328
	Iteration 2F: 3 clusters Score -382041.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -382344.968750 Penalty: 4162.361328
	Iteration 3F: 3 clusters Score -382345 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -382640.031250 Penalty: 4162.361328
	Iteration 4F: 3 clusters Score -382640 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -382871.062500 Penalty: 4162.361328
	Iteration 5F: 3 clusters Score -382871.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -383041.781250 Penalty: 4162.361328
	Iteration 6Q: 3 clusters Score -383041.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -383196.375000 Penalty: 4162.361328
	Iteration 7Q: 3 clusters Score -383196.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -383342.937500 Penalty: 4162.361328
	Iteration 8Q: 3 clusters Score -383342.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -383506.593750 Penalty: 4162.361328
	Iteration 9Q: 3 clusters Score -383506.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -383661.531250 Penalty: 4162.361328
	Iteration 10Q: 3 clusters Score -383661.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -383799.906250 Penalty: 4162.361328
	Iteration 11Q: 3 clusters Score -383799.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -383910.656250 Penalty: 4162.361328
	Iteration 12Q: 3 clusters Score -383910.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -383994.812500 Penalty: 4162.361328
	Iteration 13Q: 3 clusters Score -383994.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -384055.093750 Penalty: 4162.361328
	Iteration 14Q: 3 clusters Score -384055.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -384096.437500 Penalty: 4162.361328
	Iteration 15Q: 3 clusters Score -384096.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -384137.281250 Penalty: 4162.361328
	Iteration 16Q: 3 clusters Score -384137.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -384165.937500 Penalty: 4162.361328
	Iteration 17Q: 3 clusters Score -384165.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -384189.406250 Penalty: 4162.361328
	Iteration 18Q: 3 clusters Score -384189.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -384204.187500 Penalty: 4162.361328
	Iteration 19Q: 3 clusters Score -384204.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -384232.312500 Penalty: 4162.361328
	Iteration 20F: 3 clusters Score -384232.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -384257.687500 Penalty: 4162.361328
	Iteration 21Q: 3 clusters Score -384257.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -384282.062500 Penalty: 4162.361328
	Iteration 22Q: 3 clusters Score -384282.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -384300.031250 Penalty: 4162.361328
	Iteration 23Q: 3 clusters Score -384300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -384317.156250 Penalty: 4162.361328
	Iteration 24Q: 3 clusters Score -384317.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -384336.062500 Penalty: 4162.361328
	Iteration 25Q: 3 clusters Score -384336.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -384349.218750 Penalty: 4162.361328
	Iteration 26Q: 3 clusters Score -384349.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -384363.031250 Penalty: 4162.361328
	Iteration 27Q: 3 clusters Score -384363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -384379.812500 Penalty: 4162.361328
	Iteration 28Q: 3 clusters Score -384379.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -384396.375000 Penalty: 4162.361328
	Iteration 29Q: 3 clusters Score -384396.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -384408.500000 Penalty: 4162.361328
	Iteration 30Q: 3 clusters Score -384408.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -384419.500000 Penalty: 4162.361328
	Iteration 31Q: 3 clusters Score -384419.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -384430.406250 Penalty: 4162.361328
	Iteration 32Q: 3 clusters Score -384430.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -384436.687500 Penalty: 4162.361328
	Iteration 33Q: 3 clusters Score -384436.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -384441.843750 Penalty: 4162.361328
	Iteration 34Q: 3 clusters Score -384441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -384446.781250 Penalty: 4162.361328
	Iteration 35Q: 3 clusters Score -384446.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -384452.875000 Penalty: 4162.361328
	Iteration 36Q: 3 clusters Score -384452.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -384457.656250 Penalty: 4162.361328
	Iteration 37Q: 3 clusters Score -384457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -384459.781250 Penalty: 4162.361328
	Iteration 38Q: 3 clusters Score -384459.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -384462.875000 Penalty: 4162.361328
	Iteration 39Q: 3 clusters Score -384462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -384464.156250 Penalty: 4162.361328
	Iteration 40F: 3 clusters Score -384464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -384464.250000 Penalty: 4162.361328
	Iteration 41Q: 3 clusters Score -384464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -384466.593750 Penalty: 4162.361328
	Iteration 42Q: 3 clusters Score -384466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -384469.750000 Penalty: 4162.361328
	Iteration 43Q: 3 clusters Score -384469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -384473.062500 Penalty: 4162.361328
	Iteration 44Q: 3 clusters Score -384473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -384476.125000 Penalty: 4162.361328
	Iteration 45Q: 3 clusters Score -384476.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -384478.656250 Penalty: 4162.361328
	Iteration 46Q: 3 clusters Score -384478.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -384481.843750 Penalty: 4162.361328
	Iteration 47Q: 3 clusters Score -384481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -384482.500000 Penalty: 4162.361328
	Iteration 48Q: 3 clusters Score -384482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -384483.687500 Penalty: 4162.361328
	Iteration 49Q: 3 clusters Score -384483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -384487.156250 Penalty: 4162.361328
	Iteration 50Q: 3 clusters Score -384487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -384488.562500 Penalty: 4162.361328
	Iteration 51Q: 3 clusters Score -384488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -384489.187500 Penalty: 4162.361328
	Iteration 52Q: 3 clusters Score -384489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -384490.093750 Penalty: 4162.361328
	Iteration 53Q: 3 clusters Score -384490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -384490.625000 Penalty: 4162.361328
	Iteration 54Q: 3 clusters Score -384490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -384491.218750 Penalty: 4162.361328
	Iteration 55Q: 3 clusters Score -384491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -384493.093750 Penalty: 4162.361328
	Iteration 56Q: 3 clusters Score -384493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -384493.968750 Penalty: 4162.361328
	Iteration 57Q: 3 clusters Score -384494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -384497.156250 Penalty: 4162.361328
	Iteration 58Q: 3 clusters Score -384497.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -384501.437500 Penalty: 4162.361328
	Iteration 59Q: 3 clusters Score -384501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -384503.437500 Penalty: 4162.361328
	Iteration 60F: 3 clusters Score -384503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -384504.750000 Penalty: 4162.361328
	Iteration 61Q: 3 clusters Score -384504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -384506.062500 Penalty: 4162.361328
	Iteration 62Q: 3 clusters Score -384506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -384507.968750 Penalty: 4162.361328
	Iteration 63Q: 3 clusters Score -384508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -384508.843750 Penalty: 4162.361328
	Iteration 64Q: 3 clusters Score -384508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -384510.187500 Penalty: 4162.361328
	Iteration 65Q: 3 clusters Score -384510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -384510.593750 Penalty: 4162.361328
	Iteration 66Q: 3 clusters Score -384510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -384511.312500 Penalty: 4162.361328
	Iteration 67Q: 3 clusters Score -384511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -384511.312500 Penalty: 4162.361328
	Iteration 68F: 3 clusters Score -384511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -320791.281250 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -320791.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -317502.500000 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -317502.5 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -318167.656250 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -318167.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -318307.375000 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -318307.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -318394.031250 Penalty: 3974.289795
	Iteration 3Q: 3 clusters Score -318394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -318446.781250 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -318446.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -318479.500000 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -318479.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -318507.500000 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -318507.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -318528.281250 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -318528.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -318543.468750 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -318543.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -318557.937500 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -318557.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -318567.937500 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -318567.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -318577.312500 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -318577.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -318590.218750 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -318590.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -318597.625000 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -318597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -318603.312500 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -318603.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -318606.968750 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -318607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -318612.593750 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -318612.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -318615.156250 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -318615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -318616.312500 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -318616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -318616.937500 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -318616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318617.875000 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -318617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -318619.218750 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -318619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -318620.312500 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -318620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -318622.468750 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -318622.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -318624.218750 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -318624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -318626.062500 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -318626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -318626.437500 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -318626.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318627.656250 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -318627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -318628.562500 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -318628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -318630.062500 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -318630.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -318632.031250 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -318632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -318633.593750 Penalty: 3974.289795
	Iteration 31Q: 3 clusters Score -318633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -318634.843750 Penalty: 3974.289795
	Iteration 32Q: 3 clusters Score -318634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -318635.281250 Penalty: 3974.289795
	Iteration 33Q: 3 clusters Score -318635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -318636.531250 Penalty: 3974.289795
	Iteration 34Q: 3 clusters Score -318636.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -318637.062500 Penalty: 3974.289795
	Iteration 35Q: 3 clusters Score -318637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -318638.250000 Penalty: 3974.289795
	Iteration 36Q: 3 clusters Score -318638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -318638.218750 Penalty: 3974.289795
	Iteration 37Q: 3 clusters Score -318638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -318638.218750 Penalty: 3974.289795
	Iteration 38F: 3 clusters Score -318638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -716211.000000 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -716211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -710810.437500 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -710810.4 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -712184.062500 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -712184.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -712419.250000 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -712419.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -712561.750000 Penalty: 4351.061035
	Iteration 3Q: 3 clusters Score -712561.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -712659.375000 Penalty: 4351.061035
	Iteration 4Q: 3 clusters Score -712659.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -712747.875000 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -712747.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -712848.875000 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -712848.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -712940.312500 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -712940.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -713035.812500 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -713035.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -713115.312500 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -713115.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -713205.187500 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -713205.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -713292.312500 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -713292.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -713367.812500 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -713367.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -713432.562500 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -713432.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -713489.375000 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -713489.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -713536.875000 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -713536.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -713587.187500 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -713587.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -713641.437500 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -713641.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -713693.625000 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -713693.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -713741.500000 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -713741.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -713782.187500 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -713782.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -713828.875000 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -713828.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -713881.125000 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -713881.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -713931.500000 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -713931.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -713973.000000 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -713973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -714000.312500 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -714000.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -714034.312500 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -714034.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -714072.812500 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -714072.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -714112.437500 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -714112.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -714155.750000 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -714155.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -714191.437500 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -714191.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -714214.875000 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -714214.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -714226.375000 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -714226.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -714242.812500 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -714242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -714253.437500 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -714253.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -714263.250000 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -714263.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -714272.062500 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -714272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -714274.562500 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -714274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -714277.250000 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -714277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -714277.812500 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -714277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -714277.812500 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -714277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -811497.187500 Penalty: 2224.320312
	Iteration 0F: 2 clusters Score -811497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -805228.250000 Penalty: 4448.640625
	Iteration 0F: 3 clusters Score -805228.2 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -807033.750000 Penalty: 4448.640625
	Iteration 1F: 3 clusters Score -807033.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -807413.375000 Penalty: 4448.640625
	Iteration 2F: 3 clusters Score -807413.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -807683.312500 Penalty: 4448.640625
	Iteration 3F: 3 clusters Score -807683.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -807936.750000 Penalty: 4448.640625
	Iteration 4F: 3 clusters Score -807936.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -808156.375000 Penalty: 4448.640625
	Iteration 5Q: 3 clusters Score -808156.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -808361.562500 Penalty: 4448.640625
	Iteration 6Q: 3 clusters Score -808361.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -808559.125000 Penalty: 4448.640625
	Iteration 7Q: 3 clusters Score -808559.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -808742.187500 Penalty: 4448.640625
	Iteration 8Q: 3 clusters Score -808742.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -808944.125000 Penalty: 4448.640625
	Iteration 9Q: 3 clusters Score -808944.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -809130.750000 Penalty: 4448.640625
	Iteration 10Q: 3 clusters Score -809130.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -809319.875000 Penalty: 4448.640625
	Iteration 11Q: 3 clusters Score -809319.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -809463.500000 Penalty: 4448.640625
	Iteration 12Q: 3 clusters Score -809463.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -809587.937500 Penalty: 4448.640625
	Iteration 13Q: 3 clusters Score -809587.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -809687.125000 Penalty: 4448.640625
	Iteration 14Q: 3 clusters Score -809687.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -809766.312500 Penalty: 4448.640625
	Iteration 15Q: 3 clusters Score -809766.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -809826.500000 Penalty: 4448.640625
	Iteration 16Q: 3 clusters Score -809826.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -809869.750000 Penalty: 4448.640625
	Iteration 17Q: 3 clusters Score -809869.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -809905.187500 Penalty: 4448.640625
	Iteration 18Q: 3 clusters Score -809905.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -809932.562500 Penalty: 4448.640625
	Iteration 19Q: 3 clusters Score -809932.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -809944.562500 Penalty: 4448.640625
	Iteration 20F: 3 clusters Score -809944.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -809954.562500 Penalty: 4448.640625
	Iteration 21Q: 3 clusters Score -809954.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -809963.062500 Penalty: 4448.640625
	Iteration 22Q: 3 clusters Score -809963.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -809973.937500 Penalty: 4448.640625
	Iteration 23Q: 3 clusters Score -809973.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -809981.875000 Penalty: 4448.640625
	Iteration 24Q: 3 clusters Score -809981.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -809987.937500 Penalty: 4448.640625
	Iteration 25Q: 3 clusters Score -809987.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -809997.687500 Penalty: 4448.640625
	Iteration 26Q: 3 clusters Score -809997.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -810002.750000 Penalty: 4448.640625
	Iteration 27Q: 3 clusters Score -810002.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -810009.062500 Penalty: 4448.640625
	Iteration 28Q: 3 clusters Score -810009.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -810012.187500 Penalty: 4448.640625
	Iteration 29Q: 3 clusters Score -810012.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -810015.625000 Penalty: 4448.640625
	Iteration 30Q: 3 clusters Score -810015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -810019.437500 Penalty: 4448.640625
	Iteration 31Q: 3 clusters Score -810019.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -810023.125000 Penalty: 4448.640625
	Iteration 32Q: 3 clusters Score -810023.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -810023.062500 Penalty: 4448.640625
	Iteration 33Q: 3 clusters Score -810023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -810025.625000 Penalty: 4448.640625
	Iteration 34Q: 3 clusters Score -810025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -810027.750000 Penalty: 4448.640625
	Iteration 35Q: 3 clusters Score -810027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -810028.187500 Penalty: 4448.640625
	Iteration 36Q: 3 clusters Score -810028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -810030.437500 Penalty: 4448.640625
	Iteration 37Q: 3 clusters Score -810030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -810032.937500 Penalty: 4448.640625
	Iteration 38Q: 3 clusters Score -810032.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -810034.250000 Penalty: 4448.640625
	Iteration 39Q: 3 clusters Score -810034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -810033.500000 Penalty: 4448.640625
	Iteration 40F: 3 clusters Score -810033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -810033.937500 Penalty: 4448.640625
	Iteration 41Q: 3 clusters Score -810033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -810035.375000 Penalty: 4448.640625
	Iteration 42Q: 3 clusters Score -810035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -810033.750000 Penalty: 4448.640625
	Iteration 43Q: 3 clusters Score -810033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -810033.750000 Penalty: 4448.640625
	Iteration 44F: 3 clusters Score -810033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Entering Unmasked Estep 
Score: -1269773.750000 Penalty: 2319.277832
	Iteration 0F: 2 clusters Score -1269774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1261098.750000 Penalty: 4638.555664
	Iteration 0F: 3 clusters Score -1261099 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1263779.125000 Penalty: 4638.555664
	Iteration 1F: 3 clusters Score -1263779 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1264240.500000 Penalty: 4638.555664
	Iteration 2F: 3 clusters Score -1264240 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1264682.500000 Penalty: 4638.555664
	Iteration 3F: 3 clusters Score -1264682 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1265098.625000 Penalty: 4638.555664
	Iteration 4F: 3 clusters Score -1265099 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1265517.625000 Penalty: 4638.555664
	Iteration 5F: 3 clusters Score -1265518 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1265918.250000 Penalty: 4638.555664
	Iteration 6F: 3 clusters Score -1265918 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1266360.625000 Penalty: 4638.555664
	Iteration 7F: 3 clusters Score -1266361 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1266739.500000 Penalty: 4638.555664
	Iteration 8Q: 3 clusters Score -1266740 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1267117.750000 Penalty: 4638.555664
	Iteration 9Q: 3 clusters Score -1267118 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1267471.000000 Penalty: 4638.555664
	Iteration 10Q: 3 clusters Score -1267471 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1267765.125000 Penalty: 4638.555664
	Iteration 11Q: 3 clusters Score -1267765 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1268002.000000 Penalty: 4638.555664
	Iteration 12Q: 3 clusters Score -1268002 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1268183.625000 Penalty: 4638.555664
	Iteration 13Q: 3 clusters Score -1268184 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1268274.250000 Penalty: 4638.555664
	Iteration 14Q: 3 clusters Score -1268274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1268340.500000 Penalty: 4638.555664
	Iteration 15Q: 3 clusters Score -1268340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1268394.750000 Penalty: 4638.555664
	Iteration 16Q: 3 clusters Score -1268395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1268416.500000 Penalty: 4638.555664
	Iteration 17Q: 3 clusters Score -1268416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1268443.625000 Penalty: 4638.555664
	Iteration 18Q: 3 clusters Score -1268444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1268452.625000 Penalty: 4638.555664
	Iteration 19Q: 3 clusters Score -1268453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1268466.500000 Penalty: 4638.555664
	Iteration 20F: 3 clusters Score -1268466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1268482.000000 Penalty: 4638.555664
	Iteration 21Q: 3 clusters Score -1268482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1268493.000000 Penalty: 4638.555664
	Iteration 22Q: 3 clusters Score -1268493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1268496.375000 Penalty: 4638.555664
	Iteration 23Q: 3 clusters Score -1268496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1268503.625000 Penalty: 4638.555664
	Iteration 24Q: 3 clusters Score -1268504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1268502.375000 Penalty: 4638.555664
	Iteration 25Q: 3 clusters Score -1268502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1268505.125000 Penalty: 4638.555664
	Iteration 26Q: 3 clusters Score -1268505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1268505.625000 Penalty: 4638.555664
	Iteration 27Q: 3 clusters Score -1268506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1268507.625000 Penalty: 4638.555664
	Iteration 28Q: 3 clusters Score -1268508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1268507.500000 Penalty: 4638.555664
	Iteration 29Q: 3 clusters Score -1268508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1268508.375000 Penalty: 4638.555664
	Iteration 30Q: 3 clusters Score -1268508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1268507.875000 Penalty: 4638.555664
	Iteration 31Q: 3 clusters Score -1268508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1268509.375000 Penalty: 4638.555664
	Iteration 32Q: 3 clusters Score -1268509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1268510.875000 Penalty: 4638.555664
	Iteration 33Q: 3 clusters Score -1268511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1268515.750000 Penalty: 4638.555664
	Iteration 34Q: 3 clusters Score -1268516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1268518.125000 Penalty: 4638.555664
	Iteration 35Q: 3 clusters Score -1268518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1268519.125000 Penalty: 4638.555664
	Iteration 36Q: 3 clusters Score -1268519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1268519.125000 Penalty: 4638.555664
	Iteration 37Q: 3 clusters Score -1268519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1268518.125000 Penalty: 4638.555664
	Iteration 38Q: 3 clusters Score -1268518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1268518.125000 Penalty: 4638.555664
	Iteration 39F: 3 clusters Score -1268518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Entering Unmasked Estep 
Score: -1111165.750000 Penalty: 2291.398682
	Iteration 0F: 2 clusters Score -1111166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1103315.500000 Penalty: 4582.797363
	Iteration 0F: 3 clusters Score -1103316 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1105635.500000 Penalty: 4582.797363
	Iteration 1F: 3 clusters Score -1105636 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1106045.500000 Penalty: 4582.797363
	Iteration 2F: 3 clusters Score -1106046 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1106371.875000 Penalty: 4582.797363
	Iteration 3F: 3 clusters Score -1106372 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1106660.500000 Penalty: 4582.797363
	Iteration 4F: 3 clusters Score -1106660 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1106939.125000 Penalty: 4582.797363
	Iteration 5Q: 3 clusters Score -1106939 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1107244.750000 Penalty: 4582.797363
	Iteration 6Q: 3 clusters Score -1107245 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1107572.375000 Penalty: 4582.797363
	Iteration 7Q: 3 clusters Score -1107572 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1107880.750000 Penalty: 4582.797363
	Iteration 8Q: 3 clusters Score -1107881 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1108138.750000 Penalty: 4582.797363
	Iteration 9Q: 3 clusters Score -1108139 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1108361.750000 Penalty: 4582.797363
	Iteration 10Q: 3 clusters Score -1108362 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1108502.000000 Penalty: 4582.797363
	Iteration 11Q: 3 clusters Score -1108502 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1108613.875000 Penalty: 4582.797363
	Iteration 12Q: 3 clusters Score -1108614 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1108692.375000 Penalty: 4582.797363
	Iteration 13Q: 3 clusters Score -1108692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1108763.125000 Penalty: 4582.797363
	Iteration 14Q: 3 clusters Score -1108763 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1108815.375000 Penalty: 4582.797363
	Iteration 15Q: 3 clusters Score -1108815 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1108858.500000 Penalty: 4582.797363
	Iteration 16Q: 3 clusters Score -1108858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1108896.000000 Penalty: 4582.797363
	Iteration 17Q: 3 clusters Score -1108896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1108928.250000 Penalty: 4582.797363
	Iteration 18Q: 3 clusters Score -1108928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1108962.625000 Penalty: 4582.797363
	Iteration 19Q: 3 clusters Score -1108963 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1108990.250000 Penalty: 4582.797363
	Iteration 20F: 3 clusters Score -1108990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1109016.500000 Penalty: 4582.797363
	Iteration 21Q: 3 clusters Score -1109016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1109049.000000 Penalty: 4582.797363
	Iteration 22Q: 3 clusters Score -1109049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1109082.750000 Penalty: 4582.797363
	Iteration 23Q: 3 clusters Score -1109083 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1109109.500000 Penalty: 4582.797363
	Iteration 24Q: 3 clusters Score -1109110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1109124.750000 Penalty: 4582.797363
	Iteration 25Q: 3 clusters Score -1109125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1109139.625000 Penalty: 4582.797363
	Iteration 26Q: 3 clusters Score -1109140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1109157.250000 Penalty: 4582.797363
	Iteration 27Q: 3 clusters Score -1109157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1109169.125000 Penalty: 4582.797363
	Iteration 28Q: 3 clusters Score -1109169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1109183.375000 Penalty: 4582.797363
	Iteration 29Q: 3 clusters Score -1109183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1109191.750000 Penalty: 4582.797363
	Iteration 30Q: 3 clusters Score -1109192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1109202.375000 Penalty: 4582.797363
	Iteration 31Q: 3 clusters Score -1109202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1109220.500000 Penalty: 4582.797363
	Iteration 32Q: 3 clusters Score -1109220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1109240.250000 Penalty: 4582.797363
	Iteration 33Q: 3 clusters Score -1109240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1109256.375000 Penalty: 4582.797363
	Iteration 34Q: 3 clusters Score -1109256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1109269.750000 Penalty: 4582.797363
	Iteration 35Q: 3 clusters Score -1109270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1109279.875000 Penalty: 4582.797363
	Iteration 36Q: 3 clusters Score -1109280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1109285.875000 Penalty: 4582.797363
	Iteration 37Q: 3 clusters Score -1109286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1109293.750000 Penalty: 4582.797363
	Iteration 38Q: 3 clusters Score -1109294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1109300.625000 Penalty: 4582.797363
	Iteration 39Q: 3 clusters Score -1109301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1109305.250000 Penalty: 4582.797363
	Iteration 40F: 3 clusters Score -1109305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1109312.500000 Penalty: 4582.797363
	Iteration 41Q: 3 clusters Score -1109312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1109319.125000 Penalty: 4582.797363
	Iteration 42Q: 3 clusters Score -1109319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1109327.750000 Penalty: 4582.797363
	Iteration 43Q: 3 clusters Score -1109328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1109338.500000 Penalty: 4582.797363
	Iteration 44Q: 3 clusters Score -1109338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1109345.250000 Penalty: 4582.797363
	Iteration 45Q: 3 clusters Score -1109345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1109349.000000 Penalty: 4582.797363
	Iteration 46Q: 3 clusters Score -1109349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1109350.750000 Penalty: 4582.797363
	Iteration 47Q: 3 clusters Score -1109351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1109359.875000 Penalty: 4582.797363
	Iteration 48Q: 3 clusters Score -1109360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1109361.000000 Penalty: 4582.797363
	Iteration 49Q: 3 clusters Score -1109361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1109362.625000 Penalty: 4582.797363
	Iteration 50Q: 3 clusters Score -1109363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1109364.250000 Penalty: 4582.797363
	Iteration 51Q: 3 clusters Score -1109364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1109368.250000 Penalty: 4582.797363
	Iteration 52Q: 3 clusters Score -1109368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1109373.500000 Penalty: 4582.797363
	Iteration 53Q: 3 clusters Score -1109374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1109373.750000 Penalty: 4582.797363
	Iteration 54Q: 3 clusters Score -1109374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1109376.625000 Penalty: 4582.797363
	Iteration 55Q: 3 clusters Score -1109377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1109376.625000 Penalty: 4582.797363
	Iteration 56Q: 3 clusters Score -1109377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1109379.000000 Penalty: 4582.797363
	Iteration 57Q: 3 clusters Score -1109379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1109381.750000 Penalty: 4582.797363
	Iteration 58Q: 3 clusters Score -1109382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1109381.750000 Penalty: 4582.797363
	Iteration 59Q: 3 clusters Score -1109382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1109381.750000 Penalty: 4582.797363
	Iteration 60F: 3 clusters Score -1109382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -473074.906250 Penalty: 2085.251221
	Iteration 0F: 2 clusters Score -473074.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -468914.312500 Penalty: 4170.502441
	Iteration 0F: 3 clusters Score -468914.3 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -469925.562500 Penalty: 4170.502441
	Iteration 1F: 3 clusters Score -469925.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -470145.625000 Penalty: 4170.502441
	Iteration 2F: 3 clusters Score -470145.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -470341.281250 Penalty: 4170.502441
	Iteration 3F: 3 clusters Score -470341.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -470546.468750 Penalty: 4170.502441
	Iteration 4F: 3 clusters Score -470546.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -470777.312500 Penalty: 4170.502441
	Iteration 5F: 3 clusters Score -470777.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -471007.843750 Penalty: 4170.502441
	Iteration 6F: 3 clusters Score -471007.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -471233.718750 Penalty: 4170.502441
	Iteration 7F: 3 clusters Score -471233.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -471408.218750 Penalty: 4170.502441
	Iteration 8Q: 3 clusters Score -471408.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -471540.593750 Penalty: 4170.502441
	Iteration 9Q: 3 clusters Score -471540.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -471646.312500 Penalty: 4170.502441
	Iteration 10Q: 3 clusters Score -471646.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -471726.937500 Penalty: 4170.502441
	Iteration 11Q: 3 clusters Score -471726.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -471787.593750 Penalty: 4170.502441
	Iteration 12Q: 3 clusters Score -471787.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -471861.125000 Penalty: 4170.502441
	Iteration 13Q: 3 clusters Score -471861.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -471946.406250 Penalty: 4170.502441
	Iteration 14Q: 3 clusters Score -471946.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -472046.937500 Penalty: 4170.502441
	Iteration 15Q: 3 clusters Score -472046.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -472166.156250 Penalty: 4170.502441
	Iteration 16Q: 3 clusters Score -472166.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -472258.437500 Penalty: 4170.502441
	Iteration 17Q: 3 clusters Score -472258.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -472317.062500 Penalty: 4170.502441
	Iteration 18Q: 3 clusters Score -472317.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -472357.906250 Penalty: 4170.502441
	Iteration 19Q: 3 clusters Score -472357.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -472394.656250 Penalty: 4170.502441
	Iteration 20F: 3 clusters Score -472394.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -472416.812500 Penalty: 4170.502441
	Iteration 21Q: 3 clusters Score -472416.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -472435.718750 Penalty: 4170.502441
	Iteration 22Q: 3 clusters Score -472435.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -472450.093750 Penalty: 4170.502441
	Iteration 23Q: 3 clusters Score -472450.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -472457.156250 Penalty: 4170.502441
	Iteration 24Q: 3 clusters Score -472457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -472461.593750 Penalty: 4170.502441
	Iteration 25Q: 3 clusters Score -472461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -472468.375000 Penalty: 4170.502441
	Iteration 26Q: 3 clusters Score -472468.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -472471.656250 Penalty: 4170.502441
	Iteration 27Q: 3 clusters Score -472471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -472476.843750 Penalty: 4170.502441
	Iteration 28Q: 3 clusters Score -472476.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -472480.250000 Penalty: 4170.502441
	Iteration 29Q: 3 clusters Score -472480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -472483.031250 Penalty: 4170.502441
	Iteration 30Q: 3 clusters Score -472483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -472485.875000 Penalty: 4170.502441
	Iteration 31Q: 3 clusters Score -472485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -472486.500000 Penalty: 4170.502441
	Iteration 32Q: 3 clusters Score -472486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -472488.125000 Penalty: 4170.502441
	Iteration 33Q: 3 clusters Score -472488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -472487.562500 Penalty: 4170.502441
	Iteration 34Q: 3 clusters Score -472487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -472487.562500 Penalty: 4170.502441
	Iteration 35F: 3 clusters Score -472487.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Entering Unmasked Estep 
Score: -1392997.625000 Penalty: 2338.967529
	Iteration 0F: 2 clusters Score -1392998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1383800.750000 Penalty: 4677.935059
	Iteration 0F: 3 clusters Score -1383801 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1386510.750000 Penalty: 4677.935059
	Iteration 1F: 3 clusters Score -1386511 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1386829.625000 Penalty: 4677.935059
	Iteration 2F: 3 clusters Score -1386830 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1387062.000000 Penalty: 4677.935059
	Iteration 3Q: 3 clusters Score -1387062 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1387260.875000 Penalty: 4677.935059
	Iteration 4Q: 3 clusters Score -1387261 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1387484.000000 Penalty: 4677.935059
	Iteration 5Q: 3 clusters Score -1387484 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1387743.375000 Penalty: 4677.935059
	Iteration 6Q: 3 clusters Score -1387743 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1388072.250000 Penalty: 4677.935059
	Iteration 7Q: 3 clusters Score -1388072 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1388432.750000 Penalty: 4677.935059
	Iteration 8Q: 3 clusters Score -1388433 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1388797.250000 Penalty: 4677.935059
	Iteration 9Q: 3 clusters Score -1388797 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1389189.000000 Penalty: 4677.935059
	Iteration 10Q: 3 clusters Score -1389189 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1389537.875000 Penalty: 4677.935059
	Iteration 11Q: 3 clusters Score -1389538 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1389867.500000 Penalty: 4677.935059
	Iteration 12Q: 3 clusters Score -1389868 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1390148.500000 Penalty: 4677.935059
	Iteration 13Q: 3 clusters Score -1390148 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1390385.625000 Penalty: 4677.935059
	Iteration 14Q: 3 clusters Score -1390386 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1390582.000000 Penalty: 4677.935059
	Iteration 15Q: 3 clusters Score -1390582 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1390708.125000 Penalty: 4677.935059
	Iteration 16Q: 3 clusters Score -1390708 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1390781.625000 Penalty: 4677.935059
	Iteration 17Q: 3 clusters Score -1390782 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1390823.125000 Penalty: 4677.935059
	Iteration 18Q: 3 clusters Score -1390823 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1390848.500000 Penalty: 4677.935059
	Iteration 19Q: 3 clusters Score -1390848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1390869.625000 Penalty: 4677.935059
	Iteration 20F: 3 clusters Score -1390870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1390880.250000 Penalty: 4677.935059
	Iteration 21Q: 3 clusters Score -1390880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1390887.250000 Penalty: 4677.935059
	Iteration 22Q: 3 clusters Score -1390887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1390894.875000 Penalty: 4677.935059
	Iteration 23Q: 3 clusters Score -1390895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1390902.125000 Penalty: 4677.935059
	Iteration 24Q: 3 clusters Score -1390902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1390908.125000 Penalty: 4677.935059
	Iteration 25Q: 3 clusters Score -1390908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1390912.000000 Penalty: 4677.935059
	Iteration 26Q: 3 clusters Score -1390912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1390914.250000 Penalty: 4677.935059
	Iteration 27Q: 3 clusters Score -1390914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1390913.375000 Penalty: 4677.935059
	Iteration 28Q: 3 clusters Score -1390913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1390920.125000 Penalty: 4677.935059
	Iteration 29Q: 3 clusters Score -1390920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1390916.875000 Penalty: 4677.935059
	Iteration 30Q: 3 clusters Score -1390917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1390920.375000 Penalty: 4677.935059
	Iteration 31Q: 3 clusters Score -1390920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1390921.750000 Penalty: 4677.935059
	Iteration 32Q: 3 clusters Score -1390922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1390920.750000 Penalty: 4677.935059
	Iteration 33Q: 3 clusters Score -1390921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1390921.875000 Penalty: 4677.935059
	Iteration 34Q: 3 clusters Score -1390922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1390924.750000 Penalty: 4677.935059
	Iteration 35Q: 3 clusters Score -1390925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1390926.500000 Penalty: 4677.935059
	Iteration 36Q: 3 clusters Score -1390926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1390928.250000 Penalty: 4677.935059
	Iteration 37Q: 3 clusters Score -1390928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1390928.000000 Penalty: 4677.935059
	Iteration 38Q: 3 clusters Score -1390928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1390927.875000 Penalty: 4677.935059
	Iteration 39Q: 3 clusters Score -1390928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1390927.875000 Penalty: 4677.935059
	Iteration 40F: 3 clusters Score -1390928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Entering Unmasked Estep 
Score: -1724994.875000 Penalty: 2383.958008
	Iteration 0F: 2 clusters Score -1724995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1714136.125000 Penalty: 4767.916016
	Iteration 0F: 3 clusters Score -1714136 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1717629.125000 Penalty: 4767.916016
	Iteration 1F: 3 clusters Score -1717629 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1717964.125000 Penalty: 4767.916016
	Iteration 2F: 3 clusters Score -1717964 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1718206.125000 Penalty: 4767.916016
	Iteration 3Q: 3 clusters Score -1718206 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1718395.000000 Penalty: 4767.916016
	Iteration 4Q: 3 clusters Score -1718395 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1718577.875000 Penalty: 4767.916016
	Iteration 5Q: 3 clusters Score -1718578 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1718761.000000 Penalty: 4767.916016
	Iteration 6Q: 3 clusters Score -1718761 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1718937.375000 Penalty: 4767.916016
	Iteration 7Q: 3 clusters Score -1718937 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1719171.250000 Penalty: 4767.916016
	Iteration 8Q: 3 clusters Score -1719171 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1719449.750000 Penalty: 4767.916016
	Iteration 9Q: 3 clusters Score -1719450 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1719780.625000 Penalty: 4767.916016
	Iteration 10Q: 3 clusters Score -1719781 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1720168.500000 Penalty: 4767.916016
	Iteration 11Q: 3 clusters Score -1720168 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1720495.500000 Penalty: 4767.916016
	Iteration 12Q: 3 clusters Score -1720496 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1720722.250000 Penalty: 4767.916016
	Iteration 13Q: 3 clusters Score -1720722 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1720897.750000 Penalty: 4767.916016
	Iteration 14Q: 3 clusters Score -1720898 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1721027.000000 Penalty: 4767.916016
	Iteration 15Q: 3 clusters Score -1721027 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1721112.625000 Penalty: 4767.916016
	Iteration 16Q: 3 clusters Score -1721113 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1721187.250000 Penalty: 4767.916016
	Iteration 17Q: 3 clusters Score -1721187 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1721246.625000 Penalty: 4767.916016
	Iteration 18Q: 3 clusters Score -1721247 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1721296.250000 Penalty: 4767.916016
	Iteration 19Q: 3 clusters Score -1721296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1721325.500000 Penalty: 4767.916016
	Iteration 20F: 3 clusters Score -1721326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1721353.750000 Penalty: 4767.916016
	Iteration 21Q: 3 clusters Score -1721354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1721377.750000 Penalty: 4767.916016
	Iteration 22Q: 3 clusters Score -1721378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1721395.750000 Penalty: 4767.916016
	Iteration 23Q: 3 clusters Score -1721396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1721415.250000 Penalty: 4767.916016
	Iteration 24Q: 3 clusters Score -1721415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1721429.125000 Penalty: 4767.916016
	Iteration 25Q: 3 clusters Score -1721429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1721434.750000 Penalty: 4767.916016
	Iteration 26Q: 3 clusters Score -1721435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1721436.125000 Penalty: 4767.916016
	Iteration 27Q: 3 clusters Score -1721436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1721452.500000 Penalty: 4767.916016
	Iteration 28Q: 3 clusters Score -1721452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1721462.125000 Penalty: 4767.916016
	Iteration 29Q: 3 clusters Score -1721462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1721475.875000 Penalty: 4767.916016
	Iteration 30Q: 3 clusters Score -1721476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1721483.875000 Penalty: 4767.916016
	Iteration 31Q: 3 clusters Score -1721484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1721507.875000 Penalty: 4767.916016
	Iteration 32Q: 3 clusters Score -1721508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1721535.750000 Penalty: 4767.916016
	Iteration 33Q: 3 clusters Score -1721536 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1721565.625000 Penalty: 4767.916016
	Iteration 34Q: 3 clusters Score -1721566 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1721598.500000 Penalty: 4767.916016
	Iteration 35Q: 3 clusters Score -1721598 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1721647.875000 Penalty: 4767.916016
	Iteration 36Q: 3 clusters Score -1721648 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1721706.500000 Penalty: 4767.916016
	Iteration 37Q: 3 clusters Score -1721706 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1721781.250000 Penalty: 4767.916016
	Iteration 38Q: 3 clusters Score -1721781 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1721886.750000 Penalty: 4767.916016
	Iteration 39Q: 3 clusters Score -1721887 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1722044.125000 Penalty: 4767.916016
	Iteration 40F: 3 clusters Score -1722044 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1722266.625000 Penalty: 4767.916016
	Iteration 41Q: 3 clusters Score -1722267 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1722521.000000 Penalty: 4767.916016
	Iteration 42Q: 3 clusters Score -1722521 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1722744.000000 Penalty: 4767.916016
	Iteration 43Q: 3 clusters Score -1722744 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1722970.000000 Penalty: 4767.916016
	Iteration 44Q: 3 clusters Score -1722970 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1723172.750000 Penalty: 4767.916016
	Iteration 45Q: 3 clusters Score -1723173 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1723311.375000 Penalty: 4767.916016
	Iteration 46Q: 3 clusters Score -1723311 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1723419.000000 Penalty: 4767.916016
	Iteration 47Q: 3 clusters Score -1723419 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1723501.125000 Penalty: 4767.916016
	Iteration 48Q: 3 clusters Score -1723501 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1723536.625000 Penalty: 4767.916016
	Iteration 49Q: 3 clusters Score -1723537 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1723571.375000 Penalty: 4767.916016
	Iteration 50Q: 3 clusters Score -1723571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1723595.500000 Penalty: 4767.916016
	Iteration 51Q: 3 clusters Score -1723596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1723608.125000 Penalty: 4767.916016
	Iteration 52Q: 3 clusters Score -1723608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1723617.125000 Penalty: 4767.916016
	Iteration 53Q: 3 clusters Score -1723617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1723617.500000 Penalty: 4767.916016
	Iteration 54Q: 3 clusters Score -1723618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1723617.625000 Penalty: 4767.916016
	Iteration 55Q: 3 clusters Score -1723618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1723618.625000 Penalty: 4767.916016
	Iteration 56Q: 3 clusters Score -1723619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1723625.000000 Penalty: 4767.916016
	Iteration 57Q: 3 clusters Score -1723625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1723628.375000 Penalty: 4767.916016
	Iteration 58Q: 3 clusters Score -1723628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1723634.375000 Penalty: 4767.916016
	Iteration 59Q: 3 clusters Score -1723634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1723633.375000 Penalty: 4767.916016
	Iteration 60F: 3 clusters Score -1723633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1723634.250000 Penalty: 4767.916016
	Iteration 61Q: 3 clusters Score -1723634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1723637.250000 Penalty: 4767.916016
	Iteration 62Q: 3 clusters Score -1723637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1723636.375000 Penalty: 4767.916016
	Iteration 63Q: 3 clusters Score -1723636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1723641.625000 Penalty: 4767.916016
	Iteration 64Q: 3 clusters Score -1723642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1723644.750000 Penalty: 4767.916016
	Iteration 65Q: 3 clusters Score -1723645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1723645.875000 Penalty: 4767.916016
	Iteration 66Q: 3 clusters Score -1723646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1723644.000000 Penalty: 4767.916016
	Iteration 67Q: 3 clusters Score -1723644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1723646.375000 Penalty: 4767.916016
	Iteration 68Q: 3 clusters Score -1723646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1723645.500000 Penalty: 4767.916016
	Iteration 69Q: 3 clusters Score -1723646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1723645.375000 Penalty: 4767.916016
	Iteration 70Q: 3 clusters Score -1723645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1723644.875000 Penalty: 4767.916016
	Iteration 71Q: 3 clusters Score -1723645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1723645.250000 Penalty: 4767.916016
	Iteration 72Q: 3 clusters Score -1723645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1723647.875000 Penalty: 4767.916016
	Iteration 73Q: 3 clusters Score -1723648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1723650.375000 Penalty: 4767.916016
	Iteration 74Q: 3 clusters Score -1723650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1723650.250000 Penalty: 4767.916016
	Iteration 75Q: 3 clusters Score -1723650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1723654.750000 Penalty: 4767.916016
	Iteration 76Q: 3 clusters Score -1723655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1723655.000000 Penalty: 4767.916016
	Iteration 77Q: 3 clusters Score -1723655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1723653.625000 Penalty: 4767.916016
	Iteration 78Q: 3 clusters Score -1723654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1723653.625000 Penalty: 4767.916016
	Iteration 79F: 3 clusters Score -1723654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Entering Unmasked Estep 
Score: -1026031.687500 Penalty: 2270.344971
	Iteration 0F: 2 clusters Score -1026032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1018797.625000 Penalty: 4540.689941
	Iteration 0F: 3 clusters Score -1018798 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1021301.437500 Penalty: 4540.689941
	Iteration 1F: 3 clusters Score -1021301 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1022156.750000 Penalty: 4540.689941
	Iteration 2F: 3 clusters Score -1022157 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1023042.000000 Penalty: 4540.689941
	Iteration 3F: 3 clusters Score -1023042 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1023917.562500 Penalty: 4540.689941
	Iteration 4F: 3 clusters Score -1023918 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1024564.937500 Penalty: 4540.689941
	Iteration 5F: 3 clusters Score -1024565 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1024942.937500 Penalty: 4540.689941
	Iteration 6F: 3 clusters Score -1024943 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1025150.125000 Penalty: 4540.689941
	Iteration 7Q: 3 clusters Score -1025150 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1025247.625000 Penalty: 4540.689941
	Iteration 8Q: 3 clusters Score -1025248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1025295.187500 Penalty: 4540.689941
	Iteration 9Q: 3 clusters Score -1025295 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1025313.562500 Penalty: 4540.689941
	Iteration 10Q: 3 clusters Score -1025314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1025326.375000 Penalty: 4540.689941
	Iteration 11Q: 3 clusters Score -1025326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1025331.812500 Penalty: 4540.689941
	Iteration 12Q: 3 clusters Score -1025332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1025339.125000 Penalty: 4540.689941
	Iteration 13Q: 3 clusters Score -1025339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1025342.125000 Penalty: 4540.689941
	Iteration 14Q: 3 clusters Score -1025342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1025344.812500 Penalty: 4540.689941
	Iteration 15Q: 3 clusters Score -1025345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1025341.375000 Penalty: 4540.689941
	Iteration 16Q: 3 clusters Score -1025341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1025342.187500 Penalty: 4540.689941
	Iteration 17Q: 3 clusters Score -1025342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1025344.375000 Penalty: 4540.689941
	Iteration 18Q: 3 clusters Score -1025344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1025344.625000 Penalty: 4540.689941
	Iteration 19Q: 3 clusters Score -1025345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1025344.500000 Penalty: 4540.689941
	Iteration 20F: 3 clusters Score -1025344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1025346.687500 Penalty: 4540.689941
	Iteration 21Q: 3 clusters Score -1025347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1025344.875000 Penalty: 4540.689941
	Iteration 22Q: 3 clusters Score -1025345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1025344.875000 Penalty: 4540.689941
	Iteration 23F: 3 clusters Score -1025345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -346576.531250 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -346576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -343219.031250 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -343219 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -343927.250000 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -343927.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -344093.031250 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -344093 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -344214.437500 Penalty: 3995.515625
	Iteration 3F: 3 clusters Score -344214.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -344308.031250 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -344308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -344375.187500 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -344375.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -344430.843750 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -344430.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -344478.593750 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -344478.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -344531.843750 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -344531.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -344587.437500 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -344587.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -344632.843750 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -344632.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -344669.187500 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -344669.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -344702.093750 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -344702.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -344738.656250 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -344738.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -344765.187500 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -344765.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -344789.500000 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -344789.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -344815.625000 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -344815.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -344845.812500 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -344845.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -344872.156250 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -344872.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -344902.781250 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -344902.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -344933.906250 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -344933.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -344960.250000 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -344960.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -344973.406250 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -344973.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -344980.687500 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -344980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -344983.718750 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -344983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -344987.906250 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -344987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -344990.031250 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -344990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -344993.531250 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -344993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -344995.875000 Penalty: 3995.515625
	Iteration 28Q: 3 clusters Score -344995.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -344998.625000 Penalty: 3995.515625
	Iteration 29Q: 3 clusters Score -344998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -345000.562500 Penalty: 3995.515625
	Iteration 30Q: 3 clusters Score -345000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -345000.500000 Penalty: 3995.515625
	Iteration 31Q: 3 clusters Score -345000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -345000.500000 Penalty: 3995.515625
	Iteration 32F: 3 clusters Score -345000.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Entering Unmasked Estep 
Score: -1036361.937500 Penalty: 2276.968018
	Iteration 0F: 2 clusters Score -1036362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1028929.875000 Penalty: 4553.936035
	Iteration 0F: 3 clusters Score -1028930 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1031135.125000 Penalty: 4553.936035
	Iteration 1F: 3 clusters Score -1031135 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1031477.437500 Penalty: 4553.936035
	Iteration 2F: 3 clusters Score -1031477 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1031722.000000 Penalty: 4553.936035
	Iteration 3F: 3 clusters Score -1031722 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1031933.687500 Penalty: 4553.936035
	Iteration 4Q: 3 clusters Score -1031934 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1032120.187500 Penalty: 4553.936035
	Iteration 5Q: 3 clusters Score -1032120 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1032281.687500 Penalty: 4553.936035
	Iteration 6Q: 3 clusters Score -1032282 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1032448.500000 Penalty: 4553.936035
	Iteration 7Q: 3 clusters Score -1032448 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1032633.437500 Penalty: 4553.936035
	Iteration 8Q: 3 clusters Score -1032633 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1032851.625000 Penalty: 4553.936035
	Iteration 9Q: 3 clusters Score -1032852 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1033084.187500 Penalty: 4553.936035
	Iteration 10Q: 3 clusters Score -1033084 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1033348.937500 Penalty: 4553.936035
	Iteration 11Q: 3 clusters Score -1033349 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1033668.062500 Penalty: 4553.936035
	Iteration 12Q: 3 clusters Score -1033668 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1034055.187500 Penalty: 4553.936035
	Iteration 13Q: 3 clusters Score -1034055 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1034446.562500 Penalty: 4553.936035
	Iteration 14Q: 3 clusters Score -1034447 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1034742.437500 Penalty: 4553.936035
	Iteration 15Q: 3 clusters Score -1034742 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1034943.000000 Penalty: 4553.936035
	Iteration 16Q: 3 clusters Score -1034943 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1035071.812500 Penalty: 4553.936035
	Iteration 17Q: 3 clusters Score -1035072 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1035145.500000 Penalty: 4553.936035
	Iteration 18Q: 3 clusters Score -1035146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1035188.250000 Penalty: 4553.936035
	Iteration 19Q: 3 clusters Score -1035188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1035213.625000 Penalty: 4553.936035
	Iteration 20F: 3 clusters Score -1035214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1035226.187500 Penalty: 4553.936035
	Iteration 21Q: 3 clusters Score -1035226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1035234.750000 Penalty: 4553.936035
	Iteration 22Q: 3 clusters Score -1035235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1035241.687500 Penalty: 4553.936035
	Iteration 23Q: 3 clusters Score -1035242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1035247.687500 Penalty: 4553.936035
	Iteration 24Q: 3 clusters Score -1035248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1035250.750000 Penalty: 4553.936035
	Iteration 25Q: 3 clusters Score -1035251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1035252.375000 Penalty: 4553.936035
	Iteration 26Q: 3 clusters Score -1035252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1035256.437500 Penalty: 4553.936035
	Iteration 27Q: 3 clusters Score -1035256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1035257.250000 Penalty: 4553.936035
	Iteration 28Q: 3 clusters Score -1035257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1035260.375000 Penalty: 4553.936035
	Iteration 29Q: 3 clusters Score -1035260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1035262.812500 Penalty: 4553.936035
	Iteration 30Q: 3 clusters Score -1035263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1035265.812500 Penalty: 4553.936035
	Iteration 31Q: 3 clusters Score -1035266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1035266.937500 Penalty: 4553.936035
	Iteration 32Q: 3 clusters Score -1035267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1035272.625000 Penalty: 4553.936035
	Iteration 33Q: 3 clusters Score -1035273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1035272.250000 Penalty: 4553.936035
	Iteration 34Q: 3 clusters Score -1035272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1035276.062500 Penalty: 4553.936035
	Iteration 35Q: 3 clusters Score -1035276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1035278.812500 Penalty: 4553.936035
	Iteration 36Q: 3 clusters Score -1035279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1035284.062500 Penalty: 4553.936035
	Iteration 37Q: 3 clusters Score -1035284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1035285.625000 Penalty: 4553.936035
	Iteration 38Q: 3 clusters Score -1035286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1035288.000000 Penalty: 4553.936035
	Iteration 39Q: 3 clusters Score -1035288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1035291.625000 Penalty: 4553.936035
	Iteration 40F: 3 clusters Score -1035292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1035291.750000 Penalty: 4553.936035
	Iteration 41Q: 3 clusters Score -1035292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1035292.437500 Penalty: 4553.936035
	Iteration 42Q: 3 clusters Score -1035292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1035297.000000 Penalty: 4553.936035
	Iteration 43Q: 3 clusters Score -1035297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1035306.000000 Penalty: 4553.936035
	Iteration 44Q: 3 clusters Score -1035306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1035313.000000 Penalty: 4553.936035
	Iteration 45Q: 3 clusters Score -1035313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1035318.687500 Penalty: 4553.936035
	Iteration 46Q: 3 clusters Score -1035319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1035331.312500 Penalty: 4553.936035
	Iteration 47Q: 3 clusters Score -1035331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1035349.687500 Penalty: 4553.936035
	Iteration 48Q: 3 clusters Score -1035350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1035373.812500 Penalty: 4553.936035
	Iteration 49Q: 3 clusters Score -1035374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1035396.375000 Penalty: 4553.936035
	Iteration 50Q: 3 clusters Score -1035396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1035426.125000 Penalty: 4553.936035
	Iteration 51Q: 3 clusters Score -1035426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1035457.750000 Penalty: 4553.936035
	Iteration 52Q: 3 clusters Score -1035458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1035501.625000 Penalty: 4553.936035
	Iteration 53Q: 3 clusters Score -1035502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1035545.375000 Penalty: 4553.936035
	Iteration 54Q: 3 clusters Score -1035545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1035576.125000 Penalty: 4553.936035
	Iteration 55Q: 3 clusters Score -1035576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1035599.750000 Penalty: 4553.936035
	Iteration 56Q: 3 clusters Score -1035600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1035608.437500 Penalty: 4553.936035
	Iteration 57Q: 3 clusters Score -1035608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1035619.250000 Penalty: 4553.936035
	Iteration 58Q: 3 clusters Score -1035619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1035626.000000 Penalty: 4553.936035
	Iteration 59Q: 3 clusters Score -1035626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1035632.625000 Penalty: 4553.936035
	Iteration 60F: 3 clusters Score -1035633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1035648.812500 Penalty: 4553.936035
	Iteration 61Q: 3 clusters Score -1035649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1035660.500000 Penalty: 4553.936035
	Iteration 62Q: 3 clusters Score -1035660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1035666.062500 Penalty: 4553.936035
	Iteration 63Q: 3 clusters Score -1035666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1035671.562500 Penalty: 4553.936035
	Iteration 64Q: 3 clusters Score -1035672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1035673.750000 Penalty: 4553.936035
	Iteration 65Q: 3 clusters Score -1035674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1035679.250000 Penalty: 4553.936035
	Iteration 66Q: 3 clusters Score -1035679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1035680.125000 Penalty: 4553.936035
	Iteration 67Q: 3 clusters Score -1035680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1035678.812500 Penalty: 4553.936035
	Iteration 68Q: 3 clusters Score -1035679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1035680.125000 Penalty: 4553.936035
	Iteration 69Q: 3 clusters Score -1035680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1035679.687500 Penalty: 4553.936035
	Iteration 70Q: 3 clusters Score -1035680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1035679.187500 Penalty: 4553.936035
	Iteration 71Q: 3 clusters Score -1035679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1035679.937500 Penalty: 4553.936035
	Iteration 72Q: 3 clusters Score -1035680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1035680.812500 Penalty: 4553.936035
	Iteration 73Q: 3 clusters Score -1035681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1035683.687500 Penalty: 4553.936035
	Iteration 74Q: 3 clusters Score -1035684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1035683.875000 Penalty: 4553.936035
	Iteration 75Q: 3 clusters Score -1035684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1035687.062500 Penalty: 4553.936035
	Iteration 76Q: 3 clusters Score -1035687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1035685.375000 Penalty: 4553.936035
	Iteration 77Q: 3 clusters Score -1035685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1035687.125000 Penalty: 4553.936035
	Iteration 78Q: 3 clusters Score -1035687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1035687.937500 Penalty: 4553.936035
	Iteration 79Q: 3 clusters Score -1035688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1035688.312500 Penalty: 4553.936035
	Iteration 80F: 3 clusters Score -1035688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Entering Unmasked Estep 
Score: -1309990.500000 Penalty: 2333.377686
	Iteration 0F: 2 clusters Score -1309990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1300914.500000 Penalty: 4666.755371
	Iteration 0F: 3 clusters Score -1300914 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1303631.125000 Penalty: 4666.755371
	Iteration 1F: 3 clusters Score -1303631 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1304011.500000 Penalty: 4666.755371
	Iteration 2F: 3 clusters Score -1304012 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1304344.875000 Penalty: 4666.755371
	Iteration 3F: 3 clusters Score -1304345 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1304688.625000 Penalty: 4666.755371
	Iteration 4F: 3 clusters Score -1304689 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1305079.625000 Penalty: 4666.755371
	Iteration 5Q: 3 clusters Score -1305080 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1305601.750000 Penalty: 4666.755371
	Iteration 6F: 3 clusters Score -1305602 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1306231.000000 Penalty: 4666.755371
	Iteration 7F: 3 clusters Score -1306231 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1307023.375000 Penalty: 4666.755371
	Iteration 8F: 3 clusters Score -1307023 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1307784.125000 Penalty: 4666.755371
	Iteration 9F: 3 clusters Score -1307784 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1308252.750000 Penalty: 4666.755371
	Iteration 10Q: 3 clusters Score -1308253 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1308544.750000 Penalty: 4666.755371
	Iteration 11Q: 3 clusters Score -1308545 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1308701.875000 Penalty: 4666.755371
	Iteration 12Q: 3 clusters Score -1308702 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1308813.375000 Penalty: 4666.755371
	Iteration 13Q: 3 clusters Score -1308813 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1308907.625000 Penalty: 4666.755371
	Iteration 14Q: 3 clusters Score -1308908 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1308983.875000 Penalty: 4666.755371
	Iteration 15Q: 3 clusters Score -1308984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1309028.375000 Penalty: 4666.755371
	Iteration 16Q: 3 clusters Score -1309028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1309063.750000 Penalty: 4666.755371
	Iteration 17Q: 3 clusters Score -1309064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1309099.375000 Penalty: 4666.755371
	Iteration 18Q: 3 clusters Score -1309099 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1309131.625000 Penalty: 4666.755371
	Iteration 19Q: 3 clusters Score -1309132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1309149.500000 Penalty: 4666.755371
	Iteration 20F: 3 clusters Score -1309150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1309172.125000 Penalty: 4666.755371
	Iteration 21Q: 3 clusters Score -1309172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1309191.750000 Penalty: 4666.755371
	Iteration 22Q: 3 clusters Score -1309192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1309199.375000 Penalty: 4666.755371
	Iteration 23Q: 3 clusters Score -1309199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1309213.125000 Penalty: 4666.755371
	Iteration 24Q: 3 clusters Score -1309213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1309222.625000 Penalty: 4666.755371
	Iteration 25Q: 3 clusters Score -1309223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1309226.500000 Penalty: 4666.755371
	Iteration 26Q: 3 clusters Score -1309226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1309225.375000 Penalty: 4666.755371
	Iteration 27Q: 3 clusters Score -1309225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1309235.750000 Penalty: 4666.755371
	Iteration 28Q: 3 clusters Score -1309236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1309236.000000 Penalty: 4666.755371
	Iteration 29Q: 3 clusters Score -1309236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1309237.125000 Penalty: 4666.755371
	Iteration 30Q: 3 clusters Score -1309237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1309237.375000 Penalty: 4666.755371
	Iteration 31Q: 3 clusters Score -1309237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1309239.000000 Penalty: 4666.755371
	Iteration 32Q: 3 clusters Score -1309239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1309241.000000 Penalty: 4666.755371
	Iteration 33Q: 3 clusters Score -1309241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1309241.875000 Penalty: 4666.755371
	Iteration 34Q: 3 clusters Score -1309242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1309244.000000 Penalty: 4666.755371
	Iteration 35Q: 3 clusters Score -1309244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1309242.000000 Penalty: 4666.755371
	Iteration 36Q: 3 clusters Score -1309242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1309240.625000 Penalty: 4666.755371
	Iteration 37Q: 3 clusters Score -1309241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1309240.125000 Penalty: 4666.755371
	Iteration 38Q: 3 clusters Score -1309240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1309242.750000 Penalty: 4666.755371
	Iteration 39Q: 3 clusters Score -1309243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1309243.875000 Penalty: 4666.755371
	Iteration 40F: 3 clusters Score -1309244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1309245.125000 Penalty: 4666.755371
	Iteration 41Q: 3 clusters Score -1309245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1309244.125000 Penalty: 4666.755371
	Iteration 42Q: 3 clusters Score -1309244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1309249.750000 Penalty: 4666.755371
	Iteration 43Q: 3 clusters Score -1309250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1309249.750000 Penalty: 4666.755371
	Iteration 44Q: 3 clusters Score -1309250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1309249.250000 Penalty: 4666.755371
	Iteration 45Q: 3 clusters Score -1309249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1309249.250000 Penalty: 4666.755371
	Iteration 46Q: 3 clusters Score -1309249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1309251.250000 Penalty: 4666.755371
	Iteration 47Q: 3 clusters Score -1309251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1309250.125000 Penalty: 4666.755371
	Iteration 48Q: 3 clusters Score -1309250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1309249.875000 Penalty: 4666.755371
	Iteration 49Q: 3 clusters Score -1309250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1309248.500000 Penalty: 4666.755371
	Iteration 50Q: 3 clusters Score -1309248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1309248.500000 Penalty: 4666.755371
	Iteration 51F: 3 clusters Score -1309248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Entering Unmasked Estep 
Score: -762202.125000 Penalty: 2191.420898
	Iteration 0F: 2 clusters Score -762202.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -756526.312500 Penalty: 4382.841797
	Iteration 0F: 3 clusters Score -756526.3 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -758217.500000 Penalty: 4382.841797
	Iteration 1F: 3 clusters Score -758217.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -758592.250000 Penalty: 4382.841797
	Iteration 2F: 3 clusters Score -758592.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -758976.500000 Penalty: 4382.841797
	Iteration 3F: 3 clusters Score -758976.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -759329.437500 Penalty: 4382.841797
	Iteration 4F: 3 clusters Score -759329.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -759687.187500 Penalty: 4382.841797
	Iteration 5F: 3 clusters Score -759687.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -760071.562500 Penalty: 4382.841797
	Iteration 6F: 3 clusters Score -760071.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -760373.312500 Penalty: 4382.841797
	Iteration 7F: 3 clusters Score -760373.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -760588.375000 Penalty: 4382.841797
	Iteration 8Q: 3 clusters Score -760588.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -760718.187500 Penalty: 4382.841797
	Iteration 9Q: 3 clusters Score -760718.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -760804.500000 Penalty: 4382.841797
	Iteration 10Q: 3 clusters Score -760804.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -760878.312500 Penalty: 4382.841797
	Iteration 11Q: 3 clusters Score -760878.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -760938.062500 Penalty: 4382.841797
	Iteration 12Q: 3 clusters Score -760938.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -760984.000000 Penalty: 4382.841797
	Iteration 13Q: 3 clusters Score -760984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -761022.875000 Penalty: 4382.841797
	Iteration 14Q: 3 clusters Score -761022.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -761049.312500 Penalty: 4382.841797
	Iteration 15Q: 3 clusters Score -761049.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -761062.625000 Penalty: 4382.841797
	Iteration 16Q: 3 clusters Score -761062.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -761074.125000 Penalty: 4382.841797
	Iteration 17Q: 3 clusters Score -761074.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -761084.875000 Penalty: 4382.841797
	Iteration 18Q: 3 clusters Score -761084.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -761093.687500 Penalty: 4382.841797
	Iteration 19Q: 3 clusters Score -761093.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -761099.937500 Penalty: 4382.841797
	Iteration 20F: 3 clusters Score -761099.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -761109.250000 Penalty: 4382.841797
	Iteration 21Q: 3 clusters Score -761109.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -761120.312500 Penalty: 4382.841797
	Iteration 22Q: 3 clusters Score -761120.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -761152.937500 Penalty: 4382.841797
	Iteration 23Q: 3 clusters Score -761152.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -761218.062500 Penalty: 4382.841797
	Iteration 24Q: 3 clusters Score -761218.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -761370.500000 Penalty: 4382.841797
	Iteration 25Q: 3 clusters Score -761370.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -761668.250000 Penalty: 4382.841797
	Iteration 26Q: 3 clusters Score -761668.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -761860.625000 Penalty: 4382.841797
	Iteration 27Q: 3 clusters Score -761860.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -761926.750000 Penalty: 4382.841797
	Iteration 28Q: 3 clusters Score -761926.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -761955.375000 Penalty: 4382.841797
	Iteration 29Q: 3 clusters Score -761955.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -761966.375000 Penalty: 4382.841797
	Iteration 30Q: 3 clusters Score -761966.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -761974.687500 Penalty: 4382.841797
	Iteration 31Q: 3 clusters Score -761974.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -761979.500000 Penalty: 4382.841797
	Iteration 32Q: 3 clusters Score -761979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -761980.750000 Penalty: 4382.841797
	Iteration 33Q: 3 clusters Score -761980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -761980.750000 Penalty: 4382.841797
	Iteration 34F: 3 clusters Score -761980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -81568.437500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -81568.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79796.812500 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -79796.81 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80074.703125 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -80074.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80173.671875 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -80173.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80252.382812 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -80252.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80312.523438 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -80312.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80357.406250 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -80357.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80408.820312 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -80408.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80447.945312 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -80447.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -80490.992188 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -80490.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80566.601562 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -80566.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80605.289062 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -80605.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80636.460938 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -80636.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -80644.484375 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -80644.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80654.328125 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -80654.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80664.007812 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -80664.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80672.757812 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -80672.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80687.304688 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -80687.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80715.242188 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -80715.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80751.367188 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -80751.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80776.039062 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -80776.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80799.656250 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -80799.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80845.679688 Penalty: 3332.630615
	Iteration 21Q: 3 clusters Score -80845.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80918.742188 Penalty: 3332.630615
	Iteration 22Q: 3 clusters Score -80918.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80957.281250 Penalty: 3332.630615
	Iteration 23Q: 3 clusters Score -80957.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80990.789062 Penalty: 3332.630615
	Iteration 24Q: 3 clusters Score -80990.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81001.812500 Penalty: 3332.630615
	Iteration 25Q: 3 clusters Score -81001.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81014.812500 Penalty: 3332.630615
	Iteration 26Q: 3 clusters Score -81014.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81018.070312 Penalty: 3332.630615
	Iteration 27Q: 3 clusters Score -81018.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81019.710938 Penalty: 3332.630615
	Iteration 28Q: 3 clusters Score -81019.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81019.710938 Penalty: 3332.630615
	Iteration 29F: 3 clusters Score -81019.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -277128.500000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -277128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -273848.250000 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -273848.2 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -274673.781250 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -274673.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -274980.968750 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -274981 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -275212.093750 Penalty: 3974.453857
	Iteration 3F: 3 clusters Score -275212.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -275356.031250 Penalty: 3974.453857
	Iteration 4F: 3 clusters Score -275356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -275465.468750 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -275465.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -275559.437500 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -275559.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -275638.218750 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -275638.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -275697.093750 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -275697.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -275740.781250 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -275740.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -275782.656250 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -275782.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -275824.656250 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -275824.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -275867.031250 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -275867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -275927.781250 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -275927.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -276008.156250 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -276008.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -276079.125000 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -276079.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -276151.812500 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -276151.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -276198.156250 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -276198.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -276237.312500 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -276237.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -276268.531250 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -276268.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -276290.531250 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -276290.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -276302.906250 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -276302.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -276314.500000 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -276314.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -276324.375000 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -276324.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -276329.375000 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -276329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -276333.281250 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -276333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -276336.250000 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -276336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -276339.750000 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -276339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -276341.625000 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -276341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -276344.437500 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -276344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -276345.781250 Penalty: 3974.453857
	Iteration 30Q: 3 clusters Score -276345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -276346.500000 Penalty: 3974.453857
	Iteration 31Q: 3 clusters Score -276346.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -276346.500000 Penalty: 3974.453857
	Iteration 32F: 3 clusters Score -276346.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Entering Unmasked Estep 
Score: -851752.937500 Penalty: 2234.948486
	Iteration 0F: 2 clusters Score -851752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -845193.937500 Penalty: 4469.896973
	Iteration 0F: 3 clusters Score -845193.9 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -847170.625000 Penalty: 4469.896973
	Iteration 1F: 3 clusters Score -847170.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -847675.125000 Penalty: 4469.896973
	Iteration 2F: 3 clusters Score -847675.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -848237.500000 Penalty: 4469.896973
	Iteration 3F: 3 clusters Score -848237.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -848886.875000 Penalty: 4469.896973
	Iteration 4F: 3 clusters Score -848886.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -849662.250000 Penalty: 4469.896973
	Iteration 5F: 3 clusters Score -849662.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -850345.187500 Penalty: 4469.896973
	Iteration 6F: 3 clusters Score -850345.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -850739.187500 Penalty: 4469.896973
	Iteration 7F: 3 clusters Score -850739.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -850985.125000 Penalty: 4469.896973
	Iteration 8Q: 3 clusters Score -850985.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -851176.625000 Penalty: 4469.896973
	Iteration 9Q: 3 clusters Score -851176.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -851317.687500 Penalty: 4469.896973
	Iteration 10Q: 3 clusters Score -851317.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -851405.250000 Penalty: 4469.896973
	Iteration 11Q: 3 clusters Score -851405.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -851446.062500 Penalty: 4469.896973
	Iteration 12Q: 3 clusters Score -851446.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -851474.250000 Penalty: 4469.896973
	Iteration 13Q: 3 clusters Score -851474.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -851489.875000 Penalty: 4469.896973
	Iteration 14Q: 3 clusters Score -851489.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -851501.937500 Penalty: 4469.896973
	Iteration 15Q: 3 clusters Score -851501.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -851511.187500 Penalty: 4469.896973
	Iteration 16Q: 3 clusters Score -851511.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -851517.187500 Penalty: 4469.896973
	Iteration 17Q: 3 clusters Score -851517.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -851519.375000 Penalty: 4469.896973
	Iteration 18Q: 3 clusters Score -851519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -851524.375000 Penalty: 4469.896973
	Iteration 19Q: 3 clusters Score -851524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -851526.125000 Penalty: 4469.896973
	Iteration 20F: 3 clusters Score -851526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -851525.812500 Penalty: 4469.896973
	Iteration 21Q: 3 clusters Score -851525.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -851523.562500 Penalty: 4469.896973
	Iteration 22Q: 3 clusters Score -851523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -851525.625000 Penalty: 4469.896973
	Iteration 23Q: 3 clusters Score -851525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -851527.750000 Penalty: 4469.896973
	Iteration 24Q: 3 clusters Score -851527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -851528.375000 Penalty: 4469.896973
	Iteration 25Q: 3 clusters Score -851528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -851527.437500 Penalty: 4469.896973
	Iteration 26Q: 3 clusters Score -851527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -851528.562500 Penalty: 4469.896973
	Iteration 27Q: 3 clusters Score -851528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -851528.562500 Penalty: 4469.896973
	Iteration 28F: 3 clusters Score -851528.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -32996.730469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32996.73 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 149 members 
Entering Unmasked Estep 
Score: -31706.265625 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31706.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31820.255859 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31820.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31838.488281 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31838.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31845.718750 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31845.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31848.283203 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31848.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31851.441406 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -31851.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31851.441406 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -31851.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Entering Unmasked Estep 
Score: -949778.750000 Penalty: 2258.310547
	Iteration 0F: 2 clusters Score -949778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -942674.500000 Penalty: 4516.621094
	Iteration 0F: 3 clusters Score -942674.5 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -944886.812500 Penalty: 4516.621094
	Iteration 1F: 3 clusters Score -944886.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -945433.062500 Penalty: 4516.621094
	Iteration 2F: 3 clusters Score -945433.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -945869.500000 Penalty: 4516.621094
	Iteration 3F: 3 clusters Score -945869.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -946285.687500 Penalty: 4516.621094
	Iteration 4F: 3 clusters Score -946285.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -946672.875000 Penalty: 4516.621094
	Iteration 5F: 3 clusters Score -946672.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -947031.562500 Penalty: 4516.621094
	Iteration 6F: 3 clusters Score -947031.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -947314.562500 Penalty: 4516.621094
	Iteration 7Q: 3 clusters Score -947314.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -947538.375000 Penalty: 4516.621094
	Iteration 8Q: 3 clusters Score -947538.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -947719.375000 Penalty: 4516.621094
	Iteration 9Q: 3 clusters Score -947719.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -947884.250000 Penalty: 4516.621094
	Iteration 10Q: 3 clusters Score -947884.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -948006.187500 Penalty: 4516.621094
	Iteration 11Q: 3 clusters Score -948006.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -948136.812500 Penalty: 4516.621094
	Iteration 12Q: 3 clusters Score -948136.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -948254.500000 Penalty: 4516.621094
	Iteration 13Q: 3 clusters Score -948254.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -948316.687500 Penalty: 4516.621094
	Iteration 14Q: 3 clusters Score -948316.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -948362.312500 Penalty: 4516.621094
	Iteration 15Q: 3 clusters Score -948362.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -948390.687500 Penalty: 4516.621094
	Iteration 16Q: 3 clusters Score -948390.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -948407.062500 Penalty: 4516.621094
	Iteration 17Q: 3 clusters Score -948407.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -948418.437500 Penalty: 4516.621094
	Iteration 18Q: 3 clusters Score -948418.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -948427.125000 Penalty: 4516.621094
	Iteration 19Q: 3 clusters Score -948427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -948431.062500 Penalty: 4516.621094
	Iteration 20F: 3 clusters Score -948431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -948431.750000 Penalty: 4516.621094
	Iteration 21Q: 3 clusters Score -948431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -948432.812500 Penalty: 4516.621094
	Iteration 22Q: 3 clusters Score -948432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -948433.437500 Penalty: 4516.621094
	Iteration 23Q: 3 clusters Score -948433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -948433.562500 Penalty: 4516.621094
	Iteration 24Q: 3 clusters Score -948433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -948434.437500 Penalty: 4516.621094
	Iteration 25Q: 3 clusters Score -948434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -948434.812500 Penalty: 4516.621094
	Iteration 26Q: 3 clusters Score -948434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -948434.812500 Penalty: 4516.621094
	Iteration 27F: 3 clusters Score -948434.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Entering Unmasked Estep 
Score: -756358.937500 Penalty: 2200.897949
	Iteration 0F: 2 clusters Score -756358.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -750454.562500 Penalty: 4401.795898
	Iteration 0F: 3 clusters Score -750454.6 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -752071.812500 Penalty: 4401.795898
	Iteration 1F: 3 clusters Score -752071.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -752349.812500 Penalty: 4401.795898
	Iteration 2F: 3 clusters Score -752349.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -752539.187500 Penalty: 4401.795898
	Iteration 3F: 3 clusters Score -752539.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -752697.375000 Penalty: 4401.795898
	Iteration 4Q: 3 clusters Score -752697.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -752836.500000 Penalty: 4401.795898
	Iteration 5Q: 3 clusters Score -752836.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -752995.937500 Penalty: 4401.795898
	Iteration 6Q: 3 clusters Score -752995.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -753180.500000 Penalty: 4401.795898
	Iteration 7Q: 3 clusters Score -753180.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -753382.437500 Penalty: 4401.795898
	Iteration 8Q: 3 clusters Score -753382.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -753602.312500 Penalty: 4401.795898
	Iteration 9Q: 3 clusters Score -753602.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -753798.187500 Penalty: 4401.795898
	Iteration 10Q: 3 clusters Score -753798.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -753991.750000 Penalty: 4401.795898
	Iteration 11Q: 3 clusters Score -753991.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -754164.750000 Penalty: 4401.795898
	Iteration 12Q: 3 clusters Score -754164.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -754305.187500 Penalty: 4401.795898
	Iteration 13Q: 3 clusters Score -754305.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -754464.500000 Penalty: 4401.795898
	Iteration 14Q: 3 clusters Score -754464.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -754668.312500 Penalty: 4401.795898
	Iteration 15Q: 3 clusters Score -754668.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -754947.875000 Penalty: 4401.795898
	Iteration 16Q: 3 clusters Score -754947.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -755386.000000 Penalty: 4401.795898
	Iteration 17Q: 3 clusters Score -755386 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -755858.125000 Penalty: 4401.795898
	Iteration 18Q: 3 clusters Score -755858.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -756168.187500 Penalty: 4401.795898
	Iteration 19Q: 3 clusters Score -756168.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -756303.187500 Penalty: 4401.795898
	Iteration 20F: 3 clusters Score -756303.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -756369.125000 Penalty: 4401.795898
	Iteration 21Q: 3 clusters Score -756369.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -756392.500000 Penalty: 4401.795898
	Iteration 22Q: 3 clusters Score -756392.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -756413.500000 Penalty: 4401.795898
	Iteration 23Q: 3 clusters Score -756413.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -756425.687500 Penalty: 4401.795898
	Iteration 24Q: 3 clusters Score -756425.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -756434.312500 Penalty: 4401.795898
	Iteration 25Q: 3 clusters Score -756434.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -756442.312500 Penalty: 4401.795898
	Iteration 26Q: 3 clusters Score -756442.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -756447.500000 Penalty: 4401.795898
	Iteration 27Q: 3 clusters Score -756447.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -756456.437500 Penalty: 4401.795898
	Iteration 28Q: 3 clusters Score -756456.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -756459.437500 Penalty: 4401.795898
	Iteration 29Q: 3 clusters Score -756459.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -756464.500000 Penalty: 4401.795898
	Iteration 30Q: 3 clusters Score -756464.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -756466.437500 Penalty: 4401.795898
	Iteration 31Q: 3 clusters Score -756466.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -756468.125000 Penalty: 4401.795898
	Iteration 32Q: 3 clusters Score -756468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -756467.937500 Penalty: 4401.795898
	Iteration 33Q: 3 clusters Score -756467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -756468.500000 Penalty: 4401.795898
	Iteration 34Q: 3 clusters Score -756468.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -756468.500000 Penalty: 4401.795898
	Iteration 35F: 3 clusters Score -756468.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212336 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 40875 members 
Mstep: Class 18 contains 36674 members 
Mstep: Class 19 contains 128191 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10366 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7856 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6880 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 53006 members 
Mstep: Class 45 contains 16600 members 
Mstep: Class 46 contains 44380 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10928 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6877 members 
Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15696 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4853 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Mstep: Class 66 contains 2833 members 
Entering Unmasked Estep 
Score: -139298048.000000 Penalty: 230321.296875
Splitting cluster 43 changes total score from -139299248.000000 to -139298048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (53006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Entering Unmasked Estep 
Score: -6034602.500000 Penalty: 2697.783691
	Iteration 0F: 2 clusters Score -6034602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -5998956.500000 Penalty: 5395.567383
	Iteration 0F: 3 clusters Score -5998956 nChanged 24503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6012619.000000 Penalty: 5395.567383
	Iteration 1F: 3 clusters Score -6012619 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -6013219.000000 Penalty: 5395.567383
	Iteration 2Q: 3 clusters Score -6013219 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -6013831.000000 Penalty: 5395.567383
	Iteration 3Q: 3 clusters Score -6013831 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -6014647.000000 Penalty: 5395.567383
	Iteration 4Q: 3 clusters Score -6014647 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6015877.000000 Penalty: 5395.567383
	Iteration 5Q: 3 clusters Score -6015877 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -6017758.000000 Penalty: 5395.567383
	Iteration 6F: 3 clusters Score -6017758 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -6020377.000000 Penalty: 5395.567383
	Iteration 7F: 3 clusters Score -6020377 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -6023566.500000 Penalty: 5395.567383
	Iteration 8F: 3 clusters Score -6023566 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -6026862.000000 Penalty: 5395.567383
	Iteration 9F: 3 clusters Score -6026862 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -6029461.000000 Penalty: 5395.567383
	Iteration 10F: 3 clusters Score -6029461 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -6031017.000000 Penalty: 5395.567383
	Iteration 11Q: 3 clusters Score -6031017 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -6031648.000000 Penalty: 5395.567383
	Iteration 12Q: 3 clusters Score -6031648 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -6031921.500000 Penalty: 5395.567383
	Iteration 13Q: 3 clusters Score -6031922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -6032062.000000 Penalty: 5395.567383
	Iteration 14Q: 3 clusters Score -6032062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -6032130.500000 Penalty: 5395.567383
	Iteration 15Q: 3 clusters Score -6032130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -6032168.500000 Penalty: 5395.567383
	Iteration 16Q: 3 clusters Score -6032168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -6032194.000000 Penalty: 5395.567383
	Iteration 17Q: 3 clusters Score -6032194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -6032218.000000 Penalty: 5395.567383
	Iteration 18Q: 3 clusters Score -6032218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -6032225.500000 Penalty: 5395.567383
	Iteration 19Q: 3 clusters Score -6032226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -6032232.500000 Penalty: 5395.567383
	Iteration 20F: 3 clusters Score -6032232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -6032235.000000 Penalty: 5395.567383
	Iteration 21Q: 3 clusters Score -6032235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -6032242.000000 Penalty: 5395.567383
	Iteration 22Q: 3 clusters Score -6032242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -6032239.000000 Penalty: 5395.567383
	Iteration 23Q: 3 clusters Score -6032239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -6032245.000000 Penalty: 5395.567383
	Iteration 24Q: 3 clusters Score -6032245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -6032245.000000 Penalty: 5395.567383
	Iteration 25F: 3 clusters Score -6032245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Entering Unmasked Estep 
Score: -1881343.375000 Penalty: 2409.855225
	Iteration 0F: 2 clusters Score -1881343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1869496.625000 Penalty: 4819.710449
	Iteration 0F: 3 clusters Score -1869497 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1873395.750000 Penalty: 4819.710449
	Iteration 1F: 3 clusters Score -1873396 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1873843.875000 Penalty: 4819.710449
	Iteration 2F: 3 clusters Score -1873844 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1874228.875000 Penalty: 4819.710449
	Iteration 3F: 3 clusters Score -1874229 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1874546.250000 Penalty: 4819.710449
	Iteration 4Q: 3 clusters Score -1874546 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1874858.750000 Penalty: 4819.710449
	Iteration 5Q: 3 clusters Score -1874859 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1875227.125000 Penalty: 4819.710449
	Iteration 6Q: 3 clusters Score -1875227 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1875628.375000 Penalty: 4819.710449
	Iteration 7Q: 3 clusters Score -1875628 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1876083.875000 Penalty: 4819.710449
	Iteration 8Q: 3 clusters Score -1876084 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1876582.375000 Penalty: 4819.710449
	Iteration 9Q: 3 clusters Score -1876582 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1877125.375000 Penalty: 4819.710449
	Iteration 10Q: 3 clusters Score -1877125 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1877636.000000 Penalty: 4819.710449
	Iteration 11Q: 3 clusters Score -1877636 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1878093.750000 Penalty: 4819.710449
	Iteration 12Q: 3 clusters Score -1878094 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1878388.125000 Penalty: 4819.710449
	Iteration 13Q: 3 clusters Score -1878388 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1878587.500000 Penalty: 4819.710449
	Iteration 14Q: 3 clusters Score -1878588 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1878740.750000 Penalty: 4819.710449
	Iteration 15Q: 3 clusters Score -1878741 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1878835.500000 Penalty: 4819.710449
	Iteration 16Q: 3 clusters Score -1878836 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1878926.625000 Penalty: 4819.710449
	Iteration 17Q: 3 clusters Score -1878927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1878981.125000 Penalty: 4819.710449
	Iteration 18Q: 3 clusters Score -1878981 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1879021.125000 Penalty: 4819.710449
	Iteration 19Q: 3 clusters Score -1879021 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1879056.625000 Penalty: 4819.710449
	Iteration 20F: 3 clusters Score -1879057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1879081.500000 Penalty: 4819.710449
	Iteration 21Q: 3 clusters Score -1879082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1879110.500000 Penalty: 4819.710449
	Iteration 22Q: 3 clusters Score -1879110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1879133.875000 Penalty: 4819.710449
	Iteration 23Q: 3 clusters Score -1879134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1879150.375000 Penalty: 4819.710449
	Iteration 24Q: 3 clusters Score -1879150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1879168.875000 Penalty: 4819.710449
	Iteration 25Q: 3 clusters Score -1879169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1879181.375000 Penalty: 4819.710449
	Iteration 26Q: 3 clusters Score -1879181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1879199.625000 Penalty: 4819.710449
	Iteration 27Q: 3 clusters Score -1879200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1879202.375000 Penalty: 4819.710449
	Iteration 28Q: 3 clusters Score -1879202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1879208.125000 Penalty: 4819.710449
	Iteration 29Q: 3 clusters Score -1879208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1879209.875000 Penalty: 4819.710449
	Iteration 30Q: 3 clusters Score -1879210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1879210.625000 Penalty: 4819.710449
	Iteration 31Q: 3 clusters Score -1879211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1879213.625000 Penalty: 4819.710449
	Iteration 32Q: 3 clusters Score -1879214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1879213.000000 Penalty: 4819.710449
	Iteration 33Q: 3 clusters Score -1879213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1879218.000000 Penalty: 4819.710449
	Iteration 34Q: 3 clusters Score -1879218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1879222.625000 Penalty: 4819.710449
	Iteration 35Q: 3 clusters Score -1879223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1879225.500000 Penalty: 4819.710449
	Iteration 36Q: 3 clusters Score -1879226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1879225.000000 Penalty: 4819.710449
	Iteration 37Q: 3 clusters Score -1879225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1879226.125000 Penalty: 4819.710449
	Iteration 38Q: 3 clusters Score -1879226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1879226.500000 Penalty: 4819.710449
	Iteration 39Q: 3 clusters Score -1879226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1879226.375000 Penalty: 4819.710449
	Iteration 40F: 3 clusters Score -1879226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1879225.375000 Penalty: 4819.710449
	Iteration 41Q: 3 clusters Score -1879225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1879229.750000 Penalty: 4819.710449
	Iteration 42Q: 3 clusters Score -1879230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1879226.250000 Penalty: 4819.710449
	Iteration 43Q: 3 clusters Score -1879226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1879229.250000 Penalty: 4819.710449
	Iteration 44Q: 3 clusters Score -1879229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1879230.000000 Penalty: 4819.710449
	Iteration 45Q: 3 clusters Score -1879230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1879229.500000 Penalty: 4819.710449
	Iteration 46Q: 3 clusters Score -1879230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1879230.375000 Penalty: 4819.710449
	Iteration 47Q: 3 clusters Score -1879230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1879231.625000 Penalty: 4819.710449
	Iteration 48Q: 3 clusters Score -1879232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1879231.625000 Penalty: 4819.710449
	Iteration 49F: 3 clusters Score -1879232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (44380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Entering Unmasked Estep 
Score: -5025828.000000 Penalty: 2653.735107
	Iteration 0F: 2 clusters Score -5025828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4995797.500000 Penalty: 5307.470215
	Iteration 0F: 3 clusters Score -4995798 nChanged 20440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5007092.000000 Penalty: 5307.470215
	Iteration 1F: 3 clusters Score -5007092 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -5007778.500000 Penalty: 5307.470215
	Iteration 2Q: 3 clusters Score -5007778 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5008591.500000 Penalty: 5307.470215
	Iteration 3Q: 3 clusters Score -5008592 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -5009534.000000 Penalty: 5307.470215
	Iteration 4Q: 3 clusters Score -5009534 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5010827.500000 Penalty: 5307.470215
	Iteration 5F: 3 clusters Score -5010828 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5012558.000000 Penalty: 5307.470215
	Iteration 6F: 3 clusters Score -5012558 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5014700.000000 Penalty: 5307.470215
	Iteration 7F: 3 clusters Score -5014700 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -5016886.000000 Penalty: 5307.470215
	Iteration 8F: 3 clusters Score -5016886 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -5018792.500000 Penalty: 5307.470215
	Iteration 9F: 3 clusters Score -5018792 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -5020278.500000 Penalty: 5307.470215
	Iteration 10Q: 3 clusters Score -5020278 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5021363.500000 Penalty: 5307.470215
	Iteration 11Q: 3 clusters Score -5021364 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5021943.000000 Penalty: 5307.470215
	Iteration 12Q: 3 clusters Score -5021943 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -5022290.500000 Penalty: 5307.470215
	Iteration 13Q: 3 clusters Score -5022290 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -5022507.000000 Penalty: 5307.470215
	Iteration 14Q: 3 clusters Score -5022507 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -5022632.500000 Penalty: 5307.470215
	Iteration 15Q: 3 clusters Score -5022632 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -5022751.000000 Penalty: 5307.470215
	Iteration 16Q: 3 clusters Score -5022751 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -5022840.500000 Penalty: 5307.470215
	Iteration 17Q: 3 clusters Score -5022840 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5022939.000000 Penalty: 5307.470215
	Iteration 18Q: 3 clusters Score -5022939 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -5023027.000000 Penalty: 5307.470215
	Iteration 19Q: 3 clusters Score -5023027 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -5023114.500000 Penalty: 5307.470215
	Iteration 20F: 3 clusters Score -5023114 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5023183.000000 Penalty: 5307.470215
	Iteration 21Q: 3 clusters Score -5023183 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5023271.500000 Penalty: 5307.470215
	Iteration 22Q: 3 clusters Score -5023272 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -5023402.500000 Penalty: 5307.470215
	Iteration 23Q: 3 clusters Score -5023402 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -5023604.000000 Penalty: 5307.470215
	Iteration 24Q: 3 clusters Score -5023604 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5023838.000000 Penalty: 5307.470215
	Iteration 25Q: 3 clusters Score -5023838 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5024040.500000 Penalty: 5307.470215
	Iteration 26Q: 3 clusters Score -5024040 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5024158.000000 Penalty: 5307.470215
	Iteration 27Q: 3 clusters Score -5024158 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -5024209.000000 Penalty: 5307.470215
	Iteration 28Q: 3 clusters Score -5024209 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -5024270.000000 Penalty: 5307.470215
	Iteration 29Q: 3 clusters Score -5024270 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5024305.500000 Penalty: 5307.470215
	Iteration 30Q: 3 clusters Score -5024306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -5024305.500000 Penalty: 5307.470215
	Iteration 31Q: 3 clusters Score -5024306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -5024339.000000 Penalty: 5307.470215
	Iteration 32Q: 3 clusters Score -5024339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5024351.000000 Penalty: 5307.470215
	Iteration 33Q: 3 clusters Score -5024351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5024350.000000 Penalty: 5307.470215
	Iteration 34Q: 3 clusters Score -5024350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -5024361.000000 Penalty: 5307.470215
	Iteration 35Q: 3 clusters Score -5024361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5024368.500000 Penalty: 5307.470215
	Iteration 36Q: 3 clusters Score -5024368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -5024372.000000 Penalty: 5307.470215
	Iteration 37Q: 3 clusters Score -5024372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -5024373.500000 Penalty: 5307.470215
	Iteration 38Q: 3 clusters Score -5024374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5024379.500000 Penalty: 5307.470215
	Iteration 39Q: 3 clusters Score -5024380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -5024385.000000 Penalty: 5307.470215
	Iteration 40F: 3 clusters Score -5024385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -5024392.500000 Penalty: 5307.470215
	Iteration 41Q: 3 clusters Score -5024392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -5024401.000000 Penalty: 5307.470215
	Iteration 42Q: 3 clusters Score -5024401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5024412.500000 Penalty: 5307.470215
	Iteration 43Q: 3 clusters Score -5024412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -5024427.000000 Penalty: 5307.470215
	Iteration 44Q: 3 clusters Score -5024427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5024431.000000 Penalty: 5307.470215
	Iteration 45Q: 3 clusters Score -5024431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -5024440.500000 Penalty: 5307.470215
	Iteration 46Q: 3 clusters Score -5024440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -5024447.500000 Penalty: 5307.470215
	Iteration 47Q: 3 clusters Score -5024448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5024443.000000 Penalty: 5307.470215
	Iteration 48Q: 3 clusters Score -5024443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -5024445.000000 Penalty: 5307.470215
	Iteration 49Q: 3 clusters Score -5024445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -5024442.500000 Penalty: 5307.470215
	Iteration 50Q: 3 clusters Score -5024442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -5024445.500000 Penalty: 5307.470215
	Iteration 51Q: 3 clusters Score -5024446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5024451.500000 Penalty: 5307.470215
	Iteration 52Q: 3 clusters Score -5024452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5024449.500000 Penalty: 5307.470215
	Iteration 53Q: 3 clusters Score -5024450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5024452.000000 Penalty: 5307.470215
	Iteration 54Q: 3 clusters Score -5024452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -5024457.500000 Penalty: 5307.470215
	Iteration 55Q: 3 clusters Score -5024458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -5024450.000000 Penalty: 5307.470215
	Iteration 56Q: 3 clusters Score -5024450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5024448.000000 Penalty: 5307.470215
	Iteration 57Q: 3 clusters Score -5024448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5024447.000000 Penalty: 5307.470215
	Iteration 58Q: 3 clusters Score -5024447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -5024452.000000 Penalty: 5307.470215
	Iteration 59Q: 3 clusters Score -5024452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -5024447.000000 Penalty: 5307.470215
	Iteration 60F: 3 clusters Score -5024447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5024442.000000 Penalty: 5307.470215
	Iteration 61Q: 3 clusters Score -5024442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -5024446.500000 Penalty: 5307.470215
	Iteration 62Q: 3 clusters Score -5024446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5024445.000000 Penalty: 5307.470215
	Iteration 63Q: 3 clusters Score -5024445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -5024441.000000 Penalty: 5307.470215
	Iteration 64Q: 3 clusters Score -5024441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -5024444.000000 Penalty: 5307.470215
	Iteration 65Q: 3 clusters Score -5024444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5024447.000000 Penalty: 5307.470215
	Iteration 66Q: 3 clusters Score -5024447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -5024446.500000 Penalty: 5307.470215
	Iteration 67Q: 3 clusters Score -5024446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5024445.500000 Penalty: 5307.470215
	Iteration 68Q: 3 clusters Score -5024446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5024448.500000 Penalty: 5307.470215
	Iteration 69Q: 3 clusters Score -5024448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5024448.500000 Penalty: 5307.470215
	Iteration 70F: 3 clusters Score -5024448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (13987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Entering Unmasked Estep 
Score: -1543300.375000 Penalty: 2367.378906
	Iteration 0F: 2 clusters Score -1543300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1533095.750000 Penalty: 4734.757812
	Iteration 0F: 3 clusters Score -1533096 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1536335.250000 Penalty: 4734.757812
	Iteration 1F: 3 clusters Score -1536335 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1536792.375000 Penalty: 4734.757812
	Iteration 2F: 3 clusters Score -1536792 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1537227.875000 Penalty: 4734.757812
	Iteration 3F: 3 clusters Score -1537228 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1537632.500000 Penalty: 4734.757812
	Iteration 4F: 3 clusters Score -1537632 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1538092.125000 Penalty: 4734.757812
	Iteration 5F: 3 clusters Score -1538092 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1538632.875000 Penalty: 4734.757812
	Iteration 6F: 3 clusters Score -1538633 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1539241.125000 Penalty: 4734.757812
	Iteration 7F: 3 clusters Score -1539241 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1539845.875000 Penalty: 4734.757812
	Iteration 8F: 3 clusters Score -1539846 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1540314.750000 Penalty: 4734.757812
	Iteration 9Q: 3 clusters Score -1540315 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1540661.625000 Penalty: 4734.757812
	Iteration 10Q: 3 clusters Score -1540662 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1540912.000000 Penalty: 4734.757812
	Iteration 11Q: 3 clusters Score -1540912 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1541094.000000 Penalty: 4734.757812
	Iteration 12Q: 3 clusters Score -1541094 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1541209.625000 Penalty: 4734.757812
	Iteration 13Q: 3 clusters Score -1541210 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1541319.375000 Penalty: 4734.757812
	Iteration 14Q: 3 clusters Score -1541319 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1541407.250000 Penalty: 4734.757812
	Iteration 15Q: 3 clusters Score -1541407 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1541464.250000 Penalty: 4734.757812
	Iteration 16Q: 3 clusters Score -1541464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1541487.125000 Penalty: 4734.757812
	Iteration 17Q: 3 clusters Score -1541487 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1541506.750000 Penalty: 4734.757812
	Iteration 18Q: 3 clusters Score -1541507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1541525.750000 Penalty: 4734.757812
	Iteration 19Q: 3 clusters Score -1541526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1541531.750000 Penalty: 4734.757812
	Iteration 20F: 3 clusters Score -1541532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1541536.250000 Penalty: 4734.757812
	Iteration 21Q: 3 clusters Score -1541536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1541544.250000 Penalty: 4734.757812
	Iteration 22Q: 3 clusters Score -1541544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1541557.000000 Penalty: 4734.757812
	Iteration 23Q: 3 clusters Score -1541557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1541571.250000 Penalty: 4734.757812
	Iteration 24Q: 3 clusters Score -1541571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1541578.750000 Penalty: 4734.757812
	Iteration 25Q: 3 clusters Score -1541579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1541582.125000 Penalty: 4734.757812
	Iteration 26Q: 3 clusters Score -1541582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1541589.750000 Penalty: 4734.757812
	Iteration 27Q: 3 clusters Score -1541590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1541595.250000 Penalty: 4734.757812
	Iteration 28Q: 3 clusters Score -1541595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1541599.875000 Penalty: 4734.757812
	Iteration 29Q: 3 clusters Score -1541600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1541613.500000 Penalty: 4734.757812
	Iteration 30Q: 3 clusters Score -1541614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1541609.750000 Penalty: 4734.757812
	Iteration 31Q: 3 clusters Score -1541610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1541619.875000 Penalty: 4734.757812
	Iteration 32Q: 3 clusters Score -1541620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1541621.875000 Penalty: 4734.757812
	Iteration 33Q: 3 clusters Score -1541622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1541629.125000 Penalty: 4734.757812
	Iteration 34Q: 3 clusters Score -1541629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1541637.250000 Penalty: 4734.757812
	Iteration 35Q: 3 clusters Score -1541637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1541646.500000 Penalty: 4734.757812
	Iteration 36Q: 3 clusters Score -1541646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1541646.000000 Penalty: 4734.757812
	Iteration 37Q: 3 clusters Score -1541646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1541649.875000 Penalty: 4734.757812
	Iteration 38Q: 3 clusters Score -1541650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1541656.250000 Penalty: 4734.757812
	Iteration 39Q: 3 clusters Score -1541656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1541663.250000 Penalty: 4734.757812
	Iteration 40F: 3 clusters Score -1541663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1541667.750000 Penalty: 4734.757812
	Iteration 41Q: 3 clusters Score -1541668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1541668.500000 Penalty: 4734.757812
	Iteration 42Q: 3 clusters Score -1541668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1541670.750000 Penalty: 4734.757812
	Iteration 43Q: 3 clusters Score -1541671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1541677.750000 Penalty: 4734.757812
	Iteration 44Q: 3 clusters Score -1541678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1541680.375000 Penalty: 4734.757812
	Iteration 45Q: 3 clusters Score -1541680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1541683.125000 Penalty: 4734.757812
	Iteration 46Q: 3 clusters Score -1541683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1541686.125000 Penalty: 4734.757812
	Iteration 47Q: 3 clusters Score -1541686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1541690.750000 Penalty: 4734.757812
	Iteration 48Q: 3 clusters Score -1541691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1541696.875000 Penalty: 4734.757812
	Iteration 49Q: 3 clusters Score -1541697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1541702.875000 Penalty: 4734.757812
	Iteration 50Q: 3 clusters Score -1541703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1541699.875000 Penalty: 4734.757812
	Iteration 51Q: 3 clusters Score -1541700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1541701.125000 Penalty: 4734.757812
	Iteration 52Q: 3 clusters Score -1541701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1541705.500000 Penalty: 4734.757812
	Iteration 53Q: 3 clusters Score -1541706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1541709.375000 Penalty: 4734.757812
	Iteration 54Q: 3 clusters Score -1541709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1541706.375000 Penalty: 4734.757812
	Iteration 55Q: 3 clusters Score -1541706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1541707.625000 Penalty: 4734.757812
	Iteration 56Q: 3 clusters Score -1541708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1541707.625000 Penalty: 4734.757812
	Iteration 57Q: 3 clusters Score -1541708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1541711.875000 Penalty: 4734.757812
	Iteration 58Q: 3 clusters Score -1541712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1541712.625000 Penalty: 4734.757812
	Iteration 59Q: 3 clusters Score -1541713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1541713.000000 Penalty: 4734.757812
	Iteration 60F: 3 clusters Score -1541713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1541713.125000 Penalty: 4734.757812
	Iteration 61Q: 3 clusters Score -1541713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1541715.000000 Penalty: 4734.757812
	Iteration 62Q: 3 clusters Score -1541715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1541715.250000 Penalty: 4734.757812
	Iteration 63Q: 3 clusters Score -1541715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1541713.000000 Penalty: 4734.757812
	Iteration 64Q: 3 clusters Score -1541713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1541714.125000 Penalty: 4734.757812
	Iteration 65Q: 3 clusters Score -1541714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1541713.125000 Penalty: 4734.757812
	Iteration 66Q: 3 clusters Score -1541713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1541712.750000 Penalty: 4734.757812
	Iteration 67Q: 3 clusters Score -1541713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1541717.875000 Penalty: 4734.757812
	Iteration 68Q: 3 clusters Score -1541718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1541716.500000 Penalty: 4734.757812
	Iteration 69Q: 3 clusters Score -1541716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1541721.000000 Penalty: 4734.757812
	Iteration 70Q: 3 clusters Score -1541721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1541719.500000 Penalty: 4734.757812
	Iteration 71Q: 3 clusters Score -1541720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1541719.500000 Penalty: 4734.757812
	Iteration 72Q: 3 clusters Score -1541720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1541719.500000 Penalty: 4734.757812
	Iteration 73F: 3 clusters Score -1541720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (10928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Entering Unmasked Estep 
Score: -1228592.375000 Penalty: 2306.172852
	Iteration 0F: 2 clusters Score -1228592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1220325.875000 Penalty: 4612.345703
	Iteration 0F: 3 clusters Score -1220326 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1222920.375000 Penalty: 4612.345703
	Iteration 1F: 3 clusters Score -1222920 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1223300.500000 Penalty: 4612.345703
	Iteration 2F: 3 clusters Score -1223300 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1223675.750000 Penalty: 4612.345703
	Iteration 3F: 3 clusters Score -1223676 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1224090.000000 Penalty: 4612.345703
	Iteration 4F: 3 clusters Score -1224090 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1224565.750000 Penalty: 4612.345703
	Iteration 5F: 3 clusters Score -1224566 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1225049.000000 Penalty: 4612.345703
	Iteration 6F: 3 clusters Score -1225049 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1225407.375000 Penalty: 4612.345703
	Iteration 7F: 3 clusters Score -1225407 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1225668.250000 Penalty: 4612.345703
	Iteration 8Q: 3 clusters Score -1225668 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1225871.500000 Penalty: 4612.345703
	Iteration 9Q: 3 clusters Score -1225872 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1226014.500000 Penalty: 4612.345703
	Iteration 10Q: 3 clusters Score -1226014 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1226116.000000 Penalty: 4612.345703
	Iteration 11Q: 3 clusters Score -1226116 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1226205.750000 Penalty: 4612.345703
	Iteration 12Q: 3 clusters Score -1226206 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1226287.750000 Penalty: 4612.345703
	Iteration 13Q: 3 clusters Score -1226288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1226365.250000 Penalty: 4612.345703
	Iteration 14Q: 3 clusters Score -1226365 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1226440.250000 Penalty: 4612.345703
	Iteration 15Q: 3 clusters Score -1226440 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1226503.500000 Penalty: 4612.345703
	Iteration 16Q: 3 clusters Score -1226504 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1226554.875000 Penalty: 4612.345703
	Iteration 17Q: 3 clusters Score -1226555 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1226590.375000 Penalty: 4612.345703
	Iteration 18Q: 3 clusters Score -1226590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1226621.750000 Penalty: 4612.345703
	Iteration 19Q: 3 clusters Score -1226622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1226655.125000 Penalty: 4612.345703
	Iteration 20F: 3 clusters Score -1226655 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1226686.875000 Penalty: 4612.345703
	Iteration 21Q: 3 clusters Score -1226687 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1226715.750000 Penalty: 4612.345703
	Iteration 22Q: 3 clusters Score -1226716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1226739.875000 Penalty: 4612.345703
	Iteration 23Q: 3 clusters Score -1226740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1226759.625000 Penalty: 4612.345703
	Iteration 24Q: 3 clusters Score -1226760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1226775.125000 Penalty: 4612.345703
	Iteration 25Q: 3 clusters Score -1226775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1226785.125000 Penalty: 4612.345703
	Iteration 26Q: 3 clusters Score -1226785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1226802.375000 Penalty: 4612.345703
	Iteration 27Q: 3 clusters Score -1226802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1226809.500000 Penalty: 4612.345703
	Iteration 28Q: 3 clusters Score -1226810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1226813.125000 Penalty: 4612.345703
	Iteration 29Q: 3 clusters Score -1226813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1226816.000000 Penalty: 4612.345703
	Iteration 30Q: 3 clusters Score -1226816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1226823.375000 Penalty: 4612.345703
	Iteration 31Q: 3 clusters Score -1226823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1226828.125000 Penalty: 4612.345703
	Iteration 32Q: 3 clusters Score -1226828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1226835.250000 Penalty: 4612.345703
	Iteration 33Q: 3 clusters Score -1226835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1226840.250000 Penalty: 4612.345703
	Iteration 34Q: 3 clusters Score -1226840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1226843.000000 Penalty: 4612.345703
	Iteration 35Q: 3 clusters Score -1226843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1226847.500000 Penalty: 4612.345703
	Iteration 36Q: 3 clusters Score -1226848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1226855.875000 Penalty: 4612.345703
	Iteration 37Q: 3 clusters Score -1226856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1226858.750000 Penalty: 4612.345703
	Iteration 38Q: 3 clusters Score -1226859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1226862.125000 Penalty: 4612.345703
	Iteration 39Q: 3 clusters Score -1226862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1226863.125000 Penalty: 4612.345703
	Iteration 40F: 3 clusters Score -1226863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1226866.500000 Penalty: 4612.345703
	Iteration 41Q: 3 clusters Score -1226866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1226870.375000 Penalty: 4612.345703
	Iteration 42Q: 3 clusters Score -1226870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1226874.500000 Penalty: 4612.345703
	Iteration 43Q: 3 clusters Score -1226874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1226880.125000 Penalty: 4612.345703
	Iteration 44Q: 3 clusters Score -1226880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1226884.000000 Penalty: 4612.345703
	Iteration 45Q: 3 clusters Score -1226884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1226886.375000 Penalty: 4612.345703
	Iteration 46Q: 3 clusters Score -1226886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1226889.625000 Penalty: 4612.345703
	Iteration 47Q: 3 clusters Score -1226890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1226891.250000 Penalty: 4612.345703
	Iteration 48Q: 3 clusters Score -1226891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1226894.375000 Penalty: 4612.345703
	Iteration 49Q: 3 clusters Score -1226894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1226894.125000 Penalty: 4612.345703
	Iteration 50Q: 3 clusters Score -1226894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1226893.250000 Penalty: 4612.345703
	Iteration 51Q: 3 clusters Score -1226893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1226894.250000 Penalty: 4612.345703
	Iteration 52Q: 3 clusters Score -1226894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1226898.000000 Penalty: 4612.345703
	Iteration 53Q: 3 clusters Score -1226898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1226895.250000 Penalty: 4612.345703
	Iteration 54Q: 3 clusters Score -1226895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1226897.125000 Penalty: 4612.345703
	Iteration 55Q: 3 clusters Score -1226897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1226897.875000 Penalty: 4612.345703
	Iteration 56Q: 3 clusters Score -1226898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1226899.375000 Penalty: 4612.345703
	Iteration 57Q: 3 clusters Score -1226899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1226899.000000 Penalty: 4612.345703
	Iteration 58Q: 3 clusters Score -1226899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1226900.000000 Penalty: 4612.345703
	Iteration 59Q: 3 clusters Score -1226900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1226898.875000 Penalty: 4612.345703
	Iteration 60F: 3 clusters Score -1226899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1226900.250000 Penalty: 4612.345703
	Iteration 61Q: 3 clusters Score -1226900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1226901.875000 Penalty: 4612.345703
	Iteration 62Q: 3 clusters Score -1226902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1226902.000000 Penalty: 4612.345703
	Iteration 63Q: 3 clusters Score -1226902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1226903.625000 Penalty: 4612.345703
	Iteration 64Q: 3 clusters Score -1226904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1226902.875000 Penalty: 4612.345703
	Iteration 65Q: 3 clusters Score -1226903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1226901.875000 Penalty: 4612.345703
	Iteration 66Q: 3 clusters Score -1226902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1226903.500000 Penalty: 4612.345703
	Iteration 67Q: 3 clusters Score -1226904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1226905.000000 Penalty: 4612.345703
	Iteration 68Q: 3 clusters Score -1226905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1226905.250000 Penalty: 4612.345703
	Iteration 69Q: 3 clusters Score -1226905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1226905.250000 Penalty: 4612.345703
	Iteration 70F: 3 clusters Score -1226905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -361310.750000 Penalty: 2034.894165
	Iteration 0F: 2 clusters Score -361310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -357674.750000 Penalty: 4069.788330
	Iteration 0F: 3 clusters Score -357674.8 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -358636.593750 Penalty: 4069.788330
	Iteration 1F: 3 clusters Score -358636.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -359076.312500 Penalty: 4069.788330
	Iteration 2F: 3 clusters Score -359076.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -359390.437500 Penalty: 4069.788330
	Iteration 3F: 3 clusters Score -359390.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -359621.250000 Penalty: 4069.788330
	Iteration 4F: 3 clusters Score -359621.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -359778.937500 Penalty: 4069.788330
	Iteration 5Q: 3 clusters Score -359778.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -359891.750000 Penalty: 4069.788330
	Iteration 6Q: 3 clusters Score -359891.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -359967.718750 Penalty: 4069.788330
	Iteration 7Q: 3 clusters Score -359967.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -360026.843750 Penalty: 4069.788330
	Iteration 8Q: 3 clusters Score -360026.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -360090.437500 Penalty: 4069.788330
	Iteration 9Q: 3 clusters Score -360090.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -360146.718750 Penalty: 4069.788330
	Iteration 10Q: 3 clusters Score -360146.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -360197.437500 Penalty: 4069.788330
	Iteration 11Q: 3 clusters Score -360197.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -360271.000000 Penalty: 4069.788330
	Iteration 12Q: 3 clusters Score -360271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -360377.437500 Penalty: 4069.788330
	Iteration 13Q: 3 clusters Score -360377.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -360493.781250 Penalty: 4069.788330
	Iteration 14Q: 3 clusters Score -360493.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -360595.531250 Penalty: 4069.788330
	Iteration 15Q: 3 clusters Score -360595.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -360681.812500 Penalty: 4069.788330
	Iteration 16Q: 3 clusters Score -360681.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -360730.156250 Penalty: 4069.788330
	Iteration 17Q: 3 clusters Score -360730.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -360758.625000 Penalty: 4069.788330
	Iteration 18Q: 3 clusters Score -360758.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -360772.937500 Penalty: 4069.788330
	Iteration 19Q: 3 clusters Score -360772.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -360780.437500 Penalty: 4069.788330
	Iteration 20F: 3 clusters Score -360780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -360782.312500 Penalty: 4069.788330
	Iteration 21Q: 3 clusters Score -360782.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -360785.687500 Penalty: 4069.788330
	Iteration 22Q: 3 clusters Score -360785.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -360788.718750 Penalty: 4069.788330
	Iteration 23Q: 3 clusters Score -360788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -360790.312500 Penalty: 4069.788330
	Iteration 24Q: 3 clusters Score -360790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -360792.375000 Penalty: 4069.788330
	Iteration 25Q: 3 clusters Score -360792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -360793.031250 Penalty: 4069.788330
	Iteration 26Q: 3 clusters Score -360793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -360793.343750 Penalty: 4069.788330
	Iteration 27Q: 3 clusters Score -360793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -360793.312500 Penalty: 4069.788330
	Iteration 28Q: 3 clusters Score -360793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -360794.468750 Penalty: 4069.788330
	Iteration 29Q: 3 clusters Score -360794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -360794.468750 Penalty: 4069.788330
	Iteration 30F: 3 clusters Score -360794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Entering Unmasked Estep 
Score: -784764.750000 Penalty: 2191.312500
	Iteration 0F: 2 clusters Score -784764.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -779103.812500 Penalty: 4382.625000
	Iteration 0F: 3 clusters Score -779103.8 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -780664.312500 Penalty: 4382.625000
	Iteration 1F: 3 clusters Score -780664.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -780905.000000 Penalty: 4382.625000
	Iteration 2F: 3 clusters Score -780905 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -781074.375000 Penalty: 4382.625000
	Iteration 3Q: 3 clusters Score -781074.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -781204.062500 Penalty: 4382.625000
	Iteration 4Q: 3 clusters Score -781204.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -781331.625000 Penalty: 4382.625000
	Iteration 5Q: 3 clusters Score -781331.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -781458.187500 Penalty: 4382.625000
	Iteration 6Q: 3 clusters Score -781458.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -781567.187500 Penalty: 4382.625000
	Iteration 7Q: 3 clusters Score -781567.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -781672.750000 Penalty: 4382.625000
	Iteration 8Q: 3 clusters Score -781672.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -781788.375000 Penalty: 4382.625000
	Iteration 9Q: 3 clusters Score -781788.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -781915.437500 Penalty: 4382.625000
	Iteration 10Q: 3 clusters Score -781915.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -782042.062500 Penalty: 4382.625000
	Iteration 11Q: 3 clusters Score -782042.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -782170.562500 Penalty: 4382.625000
	Iteration 12Q: 3 clusters Score -782170.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -782282.625000 Penalty: 4382.625000
	Iteration 13Q: 3 clusters Score -782282.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -782371.062500 Penalty: 4382.625000
	Iteration 14Q: 3 clusters Score -782371.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -782452.562500 Penalty: 4382.625000
	Iteration 15Q: 3 clusters Score -782452.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -782520.937500 Penalty: 4382.625000
	Iteration 16Q: 3 clusters Score -782520.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -782574.312500 Penalty: 4382.625000
	Iteration 17Q: 3 clusters Score -782574.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -782617.250000 Penalty: 4382.625000
	Iteration 18Q: 3 clusters Score -782617.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -782653.875000 Penalty: 4382.625000
	Iteration 19Q: 3 clusters Score -782653.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -782680.562500 Penalty: 4382.625000
	Iteration 20F: 3 clusters Score -782680.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -782706.687500 Penalty: 4382.625000
	Iteration 21Q: 3 clusters Score -782706.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -782730.125000 Penalty: 4382.625000
	Iteration 22Q: 3 clusters Score -782730.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -782755.875000 Penalty: 4382.625000
	Iteration 23Q: 3 clusters Score -782755.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -782773.125000 Penalty: 4382.625000
	Iteration 24Q: 3 clusters Score -782773.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -782780.937500 Penalty: 4382.625000
	Iteration 25Q: 3 clusters Score -782780.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -782790.875000 Penalty: 4382.625000
	Iteration 26Q: 3 clusters Score -782790.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -782804.125000 Penalty: 4382.625000
	Iteration 27Q: 3 clusters Score -782804.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -782814.250000 Penalty: 4382.625000
	Iteration 28Q: 3 clusters Score -782814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -782823.500000 Penalty: 4382.625000
	Iteration 29Q: 3 clusters Score -782823.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -782826.875000 Penalty: 4382.625000
	Iteration 30Q: 3 clusters Score -782826.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -782830.000000 Penalty: 4382.625000
	Iteration 31Q: 3 clusters Score -782830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -782832.375000 Penalty: 4382.625000
	Iteration 32Q: 3 clusters Score -782832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -782833.375000 Penalty: 4382.625000
	Iteration 33Q: 3 clusters Score -782833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -782834.937500 Penalty: 4382.625000
	Iteration 34Q: 3 clusters Score -782834.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -782834.437500 Penalty: 4382.625000
	Iteration 35Q: 3 clusters Score -782834.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -782834.437500 Penalty: 4382.625000
	Iteration 36F: 3 clusters Score -782834.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -342210.468750 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -342210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -338525.968750 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -338526 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -339739.000000 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -339739 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -340323.187500 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -340323.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -340729.375000 Penalty: 4078.120117
	Iteration 3F: 3 clusters Score -340729.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -341054.062500 Penalty: 4078.120117
	Iteration 4F: 3 clusters Score -341054.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -341321.968750 Penalty: 4078.120117
	Iteration 5F: 3 clusters Score -341322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -341573.937500 Penalty: 4078.120117
	Iteration 6F: 3 clusters Score -341573.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -341789.312500 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -341789.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -342045.937500 Penalty: 4078.120117
	Iteration 8Q: 3 clusters Score -342045.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -342305.437500 Penalty: 4078.120117
	Iteration 9Q: 3 clusters Score -342305.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -342474.093750 Penalty: 4078.120117
	Iteration 10Q: 3 clusters Score -342474.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -342562.343750 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -342562.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -342623.093750 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -342623.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -342664.937500 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -342664.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -342692.843750 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -342692.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -342720.718750 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -342720.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -342744.843750 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -342744.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -342761.468750 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -342761.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -342783.156250 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -342783.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -342797.875000 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -342797.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -342806.406250 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -342806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -342810.343750 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -342810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -342812.156250 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -342812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -342817.156250 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -342817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -342819.000000 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -342819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -342819.031250 Penalty: 4078.120117
	Iteration 25Q: 3 clusters Score -342819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -342819.500000 Penalty: 4078.120117
	Iteration 26Q: 3 clusters Score -342819.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -342819.500000 Penalty: 4078.120117
	Iteration 27F: 3 clusters Score -342819.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212336 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 40875 members 
Mstep: Class 18 contains 36674 members 
Mstep: Class 19 contains 128191 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10366 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7856 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6880 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53006 members 
Mstep: Class 45 contains 16600 members 
Mstep: Class 46 contains 44380 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10928 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6877 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15696 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4853 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Mstep: Class 66 contains 2729 members 
Entering Unmasked Estep 
Score: -139298544.000000 Penalty: 230321.296875
Splitting cluster 51 changes total score from -139299248.000000 to -139298544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -413067.281250 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -413067.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -409299.062500 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -409299.1 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -410185.968750 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -410186 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -410376.125000 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -410376.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -410501.906250 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -410501.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -410591.531250 Penalty: 4093.471680
	Iteration 4Q: 3 clusters Score -410591.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -410671.406250 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -410671.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -410756.125000 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -410756.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -410860.531250 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -410860.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -411002.406250 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -411002.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -411157.156250 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -411157.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -411317.656250 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -411317.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -411478.625000 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -411478.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -411632.312500 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -411632.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -411758.250000 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -411758.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -411841.000000 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -411841 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -411896.500000 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -411896.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -411920.187500 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -411920.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -411935.343750 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -411935.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -411942.781250 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -411942.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -411950.781250 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -411950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -411958.187500 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -411958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -411964.187500 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -411964.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -411972.625000 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -411972.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -411980.437500 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -411980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -411983.187500 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -411983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -411985.281250 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -411985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -411987.218750 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -411987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -411987.187500 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -411987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -411988.906250 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -411988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -411990.156250 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -411990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -411989.531250 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -411989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -411990.562500 Penalty: 4093.471680
	Iteration 31Q: 3 clusters Score -411990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -411990.562500 Penalty: 4093.471680
	Iteration 32F: 3 clusters Score -411990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Entering Unmasked Estep 
Score: -2559528.000000 Penalty: 2507.182373
	Iteration 0F: 2 clusters Score -2559528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2542429.500000 Penalty: 5014.364746
	Iteration 0F: 3 clusters Score -2542430 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2548600.250000 Penalty: 5014.364746
	Iteration 1F: 3 clusters Score -2548600 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2549191.000000 Penalty: 5014.364746
	Iteration 2F: 3 clusters Score -2549191 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2549798.250000 Penalty: 5014.364746
	Iteration 3F: 3 clusters Score -2549798 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2550437.250000 Penalty: 5014.364746
	Iteration 4F: 3 clusters Score -2550437 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2551136.750000 Penalty: 5014.364746
	Iteration 5F: 3 clusters Score -2551137 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2551873.000000 Penalty: 5014.364746
	Iteration 6F: 3 clusters Score -2551873 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2552565.750000 Penalty: 5014.364746
	Iteration 7F: 3 clusters Score -2552566 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2553159.250000 Penalty: 5014.364746
	Iteration 8Q: 3 clusters Score -2553159 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2553651.250000 Penalty: 5014.364746
	Iteration 9Q: 3 clusters Score -2553651 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2554062.500000 Penalty: 5014.364746
	Iteration 10Q: 3 clusters Score -2554062 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2554442.750000 Penalty: 5014.364746
	Iteration 11Q: 3 clusters Score -2554443 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2554737.250000 Penalty: 5014.364746
	Iteration 12Q: 3 clusters Score -2554737 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2555016.500000 Penalty: 5014.364746
	Iteration 13Q: 3 clusters Score -2555016 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2555208.250000 Penalty: 5014.364746
	Iteration 14Q: 3 clusters Score -2555208 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2555373.750000 Penalty: 5014.364746
	Iteration 15Q: 3 clusters Score -2555374 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2555509.250000 Penalty: 5014.364746
	Iteration 16Q: 3 clusters Score -2555509 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2555621.250000 Penalty: 5014.364746
	Iteration 17Q: 3 clusters Score -2555621 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2555711.250000 Penalty: 5014.364746
	Iteration 18Q: 3 clusters Score -2555711 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2555787.000000 Penalty: 5014.364746
	Iteration 19Q: 3 clusters Score -2555787 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2555863.000000 Penalty: 5014.364746
	Iteration 20F: 3 clusters Score -2555863 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2555940.750000 Penalty: 5014.364746
	Iteration 21Q: 3 clusters Score -2555941 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2556017.000000 Penalty: 5014.364746
	Iteration 22Q: 3 clusters Score -2556017 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2556105.500000 Penalty: 5014.364746
	Iteration 23Q: 3 clusters Score -2556106 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2556182.000000 Penalty: 5014.364746
	Iteration 24Q: 3 clusters Score -2556182 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2556253.500000 Penalty: 5014.364746
	Iteration 25Q: 3 clusters Score -2556254 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2556331.000000 Penalty: 5014.364746
	Iteration 26Q: 3 clusters Score -2556331 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2556388.750000 Penalty: 5014.364746
	Iteration 27Q: 3 clusters Score -2556389 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2556452.750000 Penalty: 5014.364746
	Iteration 28Q: 3 clusters Score -2556453 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2556515.250000 Penalty: 5014.364746
	Iteration 29Q: 3 clusters Score -2556515 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2556588.750000 Penalty: 5014.364746
	Iteration 30Q: 3 clusters Score -2556589 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2556680.250000 Penalty: 5014.364746
	Iteration 31Q: 3 clusters Score -2556680 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2556780.250000 Penalty: 5014.364746
	Iteration 32Q: 3 clusters Score -2556780 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2556876.000000 Penalty: 5014.364746
	Iteration 33Q: 3 clusters Score -2556876 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2556969.250000 Penalty: 5014.364746
	Iteration 34Q: 3 clusters Score -2556969 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2557048.500000 Penalty: 5014.364746
	Iteration 35Q: 3 clusters Score -2557048 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2557131.250000 Penalty: 5014.364746
	Iteration 36Q: 3 clusters Score -2557131 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2557226.500000 Penalty: 5014.364746
	Iteration 37Q: 3 clusters Score -2557226 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2557315.250000 Penalty: 5014.364746
	Iteration 38Q: 3 clusters Score -2557315 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2557402.750000 Penalty: 5014.364746
	Iteration 39Q: 3 clusters Score -2557403 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2557508.750000 Penalty: 5014.364746
	Iteration 40F: 3 clusters Score -2557509 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2557656.000000 Penalty: 5014.364746
	Iteration 41Q: 3 clusters Score -2557656 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2557802.250000 Penalty: 5014.364746
	Iteration 42Q: 3 clusters Score -2557802 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2557918.750000 Penalty: 5014.364746
	Iteration 43Q: 3 clusters Score -2557919 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2558033.250000 Penalty: 5014.364746
	Iteration 44Q: 3 clusters Score -2558033 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2558118.750000 Penalty: 5014.364746
	Iteration 45Q: 3 clusters Score -2558119 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2558178.750000 Penalty: 5014.364746
	Iteration 46Q: 3 clusters Score -2558179 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2558220.500000 Penalty: 5014.364746
	Iteration 47Q: 3 clusters Score -2558220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2558251.250000 Penalty: 5014.364746
	Iteration 48Q: 3 clusters Score -2558251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2558257.750000 Penalty: 5014.364746
	Iteration 49Q: 3 clusters Score -2558258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2558258.750000 Penalty: 5014.364746
	Iteration 50Q: 3 clusters Score -2558259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2558269.500000 Penalty: 5014.364746
	Iteration 51Q: 3 clusters Score -2558270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2558281.250000 Penalty: 5014.364746
	Iteration 52Q: 3 clusters Score -2558281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2558284.000000 Penalty: 5014.364746
	Iteration 53Q: 3 clusters Score -2558284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2558295.000000 Penalty: 5014.364746
	Iteration 54Q: 3 clusters Score -2558295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2558296.000000 Penalty: 5014.364746
	Iteration 55Q: 3 clusters Score -2558296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2558291.750000 Penalty: 5014.364746
	Iteration 56Q: 3 clusters Score -2558292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2558292.250000 Penalty: 5014.364746
	Iteration 57Q: 3 clusters Score -2558292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2558306.250000 Penalty: 5014.364746
	Iteration 58Q: 3 clusters Score -2558306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2558310.000000 Penalty: 5014.364746
	Iteration 59Q: 3 clusters Score -2558310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2558309.500000 Penalty: 5014.364746
	Iteration 60F: 3 clusters Score -2558310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2558316.500000 Penalty: 5014.364746
	Iteration 61Q: 3 clusters Score -2558316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2558324.500000 Penalty: 5014.364746
	Iteration 62Q: 3 clusters Score -2558324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2558323.500000 Penalty: 5014.364746
	Iteration 63Q: 3 clusters Score -2558324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2558324.750000 Penalty: 5014.364746
	Iteration 64Q: 3 clusters Score -2558325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2558325.000000 Penalty: 5014.364746
	Iteration 65Q: 3 clusters Score -2558325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2558330.750000 Penalty: 5014.364746
	Iteration 66Q: 3 clusters Score -2558331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2558332.250000 Penalty: 5014.364746
	Iteration 67Q: 3 clusters Score -2558332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2558331.750000 Penalty: 5014.364746
	Iteration 68Q: 3 clusters Score -2558332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2558335.500000 Penalty: 5014.364746
	Iteration 69Q: 3 clusters Score -2558336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2558334.750000 Penalty: 5014.364746
	Iteration 70Q: 3 clusters Score -2558335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2558336.500000 Penalty: 5014.364746
	Iteration 71Q: 3 clusters Score -2558336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2558333.500000 Penalty: 5014.364746
	Iteration 72Q: 3 clusters Score -2558334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2558337.000000 Penalty: 5014.364746
	Iteration 73Q: 3 clusters Score -2558337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2558341.750000 Penalty: 5014.364746
	Iteration 74Q: 3 clusters Score -2558342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2558337.750000 Penalty: 5014.364746
	Iteration 75Q: 3 clusters Score -2558338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2558341.500000 Penalty: 5014.364746
	Iteration 76Q: 3 clusters Score -2558342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2558342.500000 Penalty: 5014.364746
	Iteration 77Q: 3 clusters Score -2558342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2558348.250000 Penalty: 5014.364746
	Iteration 78Q: 3 clusters Score -2558348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2558345.500000 Penalty: 5014.364746
	Iteration 79Q: 3 clusters Score -2558346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2558343.500000 Penalty: 5014.364746
	Iteration 80F: 3 clusters Score -2558344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2558345.750000 Penalty: 5014.364746
	Iteration 81Q: 3 clusters Score -2558346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2558344.250000 Penalty: 5014.364746
	Iteration 82Q: 3 clusters Score -2558344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2558345.750000 Penalty: 5014.364746
	Iteration 83Q: 3 clusters Score -2558346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2558346.250000 Penalty: 5014.364746
	Iteration 84Q: 3 clusters Score -2558346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2558344.250000 Penalty: 5014.364746
	Iteration 85Q: 3 clusters Score -2558344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2558344.250000 Penalty: 5014.364746
	Iteration 86F: 3 clusters Score -2558344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Entering Unmasked Estep 
Score: -848846.375000 Penalty: 2217.243652
	Iteration 0F: 2 clusters Score -848846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -842697.125000 Penalty: 4434.487305
	Iteration 0F: 3 clusters Score -842697.1 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -844550.937500 Penalty: 4434.487305
	Iteration 1F: 3 clusters Score -844550.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -844992.562500 Penalty: 4434.487305
	Iteration 2F: 3 clusters Score -844992.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -845365.000000 Penalty: 4434.487305
	Iteration 3F: 3 clusters Score -845365 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -845624.375000 Penalty: 4434.487305
	Iteration 4F: 3 clusters Score -845624.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -845875.000000 Penalty: 4434.487305
	Iteration 5Q: 3 clusters Score -845875 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -846106.250000 Penalty: 4434.487305
	Iteration 6Q: 3 clusters Score -846106.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -846365.500000 Penalty: 4434.487305
	Iteration 7Q: 3 clusters Score -846365.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -846653.937500 Penalty: 4434.487305
	Iteration 8Q: 3 clusters Score -846653.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -846944.812500 Penalty: 4434.487305
	Iteration 9Q: 3 clusters Score -846944.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -847229.812500 Penalty: 4434.487305
	Iteration 10Q: 3 clusters Score -847229.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -847426.812500 Penalty: 4434.487305
	Iteration 11Q: 3 clusters Score -847426.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -847559.437500 Penalty: 4434.487305
	Iteration 12Q: 3 clusters Score -847559.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -847643.000000 Penalty: 4434.487305
	Iteration 13Q: 3 clusters Score -847643 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -847693.437500 Penalty: 4434.487305
	Iteration 14Q: 3 clusters Score -847693.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -847732.562500 Penalty: 4434.487305
	Iteration 15Q: 3 clusters Score -847732.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -847759.437500 Penalty: 4434.487305
	Iteration 16Q: 3 clusters Score -847759.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -847782.437500 Penalty: 4434.487305
	Iteration 17Q: 3 clusters Score -847782.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -847802.625000 Penalty: 4434.487305
	Iteration 18Q: 3 clusters Score -847802.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -847816.875000 Penalty: 4434.487305
	Iteration 19Q: 3 clusters Score -847816.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -847831.937500 Penalty: 4434.487305
	Iteration 20F: 3 clusters Score -847831.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -847843.000000 Penalty: 4434.487305
	Iteration 21Q: 3 clusters Score -847843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -847855.000000 Penalty: 4434.487305
	Iteration 22Q: 3 clusters Score -847855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -847868.500000 Penalty: 4434.487305
	Iteration 23Q: 3 clusters Score -847868.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -847882.687500 Penalty: 4434.487305
	Iteration 24Q: 3 clusters Score -847882.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -847901.062500 Penalty: 4434.487305
	Iteration 25Q: 3 clusters Score -847901.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -847923.250000 Penalty: 4434.487305
	Iteration 26Q: 3 clusters Score -847923.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -847953.125000 Penalty: 4434.487305
	Iteration 27Q: 3 clusters Score -847953.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -847993.250000 Penalty: 4434.487305
	Iteration 28Q: 3 clusters Score -847993.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -848051.937500 Penalty: 4434.487305
	Iteration 29Q: 3 clusters Score -848051.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -848132.562500 Penalty: 4434.487305
	Iteration 30Q: 3 clusters Score -848132.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -848182.500000 Penalty: 4434.487305
	Iteration 31Q: 3 clusters Score -848182.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -848222.000000 Penalty: 4434.487305
	Iteration 32Q: 3 clusters Score -848222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -848244.750000 Penalty: 4434.487305
	Iteration 33Q: 3 clusters Score -848244.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -848255.000000 Penalty: 4434.487305
	Iteration 34Q: 3 clusters Score -848255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -848264.250000 Penalty: 4434.487305
	Iteration 35Q: 3 clusters Score -848264.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -848274.875000 Penalty: 4434.487305
	Iteration 36Q: 3 clusters Score -848274.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -848282.000000 Penalty: 4434.487305
	Iteration 37Q: 3 clusters Score -848282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -848290.500000 Penalty: 4434.487305
	Iteration 38Q: 3 clusters Score -848290.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -848295.750000 Penalty: 4434.487305
	Iteration 39Q: 3 clusters Score -848295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -848297.687500 Penalty: 4434.487305
	Iteration 40F: 3 clusters Score -848297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -848299.562500 Penalty: 4434.487305
	Iteration 41Q: 3 clusters Score -848299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -848300.187500 Penalty: 4434.487305
	Iteration 42Q: 3 clusters Score -848300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -848301.312500 Penalty: 4434.487305
	Iteration 43Q: 3 clusters Score -848301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -848299.937500 Penalty: 4434.487305
	Iteration 44Q: 3 clusters Score -848299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -848300.000000 Penalty: 4434.487305
	Iteration 45Q: 3 clusters Score -848300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -848302.750000 Penalty: 4434.487305
	Iteration 46Q: 3 clusters Score -848302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -848304.562500 Penalty: 4434.487305
	Iteration 47Q: 3 clusters Score -848304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -848305.312500 Penalty: 4434.487305
	Iteration 48Q: 3 clusters Score -848305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -848307.125000 Penalty: 4434.487305
	Iteration 49Q: 3 clusters Score -848307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -848307.750000 Penalty: 4434.487305
	Iteration 50Q: 3 clusters Score -848307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -848307.750000 Penalty: 4434.487305
	Iteration 51F: 3 clusters Score -848307.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (22580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Entering Unmasked Estep 
Score: -2593946.750000 Penalty: 2486.155518
	Iteration 0F: 2 clusters Score -2593947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2578180.500000 Penalty: 4972.311035
	Iteration 0F: 3 clusters Score -2578180 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2583465.250000 Penalty: 4972.311035
	Iteration 1F: 3 clusters Score -2583465 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2583839.500000 Penalty: 4972.311035
	Iteration 2Q: 3 clusters Score -2583840 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2584152.500000 Penalty: 4972.311035
	Iteration 3Q: 3 clusters Score -2584152 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2584445.500000 Penalty: 4972.311035
	Iteration 4Q: 3 clusters Score -2584446 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2584794.750000 Penalty: 4972.311035
	Iteration 5Q: 3 clusters Score -2584795 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2585201.500000 Penalty: 4972.311035
	Iteration 6Q: 3 clusters Score -2585202 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2585751.500000 Penalty: 4972.311035
	Iteration 7Q: 3 clusters Score -2585752 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2586536.000000 Penalty: 4972.311035
	Iteration 8F: 3 clusters Score -2586536 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2587497.000000 Penalty: 4972.311035
	Iteration 9F: 3 clusters Score -2587497 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2588565.250000 Penalty: 4972.311035
	Iteration 10F: 3 clusters Score -2588565 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2589554.250000 Penalty: 4972.311035
	Iteration 11F: 3 clusters Score -2589554 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2590277.000000 Penalty: 4972.311035
	Iteration 12Q: 3 clusters Score -2590277 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2590804.750000 Penalty: 4972.311035
	Iteration 13Q: 3 clusters Score -2590805 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2591150.500000 Penalty: 4972.311035
	Iteration 14Q: 3 clusters Score -2591150 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2591377.750000 Penalty: 4972.311035
	Iteration 15Q: 3 clusters Score -2591378 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2591518.250000 Penalty: 4972.311035
	Iteration 16Q: 3 clusters Score -2591518 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2591603.500000 Penalty: 4972.311035
	Iteration 17Q: 3 clusters Score -2591604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2591643.750000 Penalty: 4972.311035
	Iteration 18Q: 3 clusters Score -2591644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2591685.750000 Penalty: 4972.311035
	Iteration 19Q: 3 clusters Score -2591686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2591716.750000 Penalty: 4972.311035
	Iteration 20F: 3 clusters Score -2591717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2591744.000000 Penalty: 4972.311035
	Iteration 21Q: 3 clusters Score -2591744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2591758.500000 Penalty: 4972.311035
	Iteration 22Q: 3 clusters Score -2591758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2591780.000000 Penalty: 4972.311035
	Iteration 23Q: 3 clusters Score -2591780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2591794.750000 Penalty: 4972.311035
	Iteration 24Q: 3 clusters Score -2591795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2591803.750000 Penalty: 4972.311035
	Iteration 25Q: 3 clusters Score -2591804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2591811.750000 Penalty: 4972.311035
	Iteration 26Q: 3 clusters Score -2591812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2591818.250000 Penalty: 4972.311035
	Iteration 27Q: 3 clusters Score -2591818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2591822.500000 Penalty: 4972.311035
	Iteration 28Q: 3 clusters Score -2591822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2591831.750000 Penalty: 4972.311035
	Iteration 29Q: 3 clusters Score -2591832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2591849.000000 Penalty: 4972.311035
	Iteration 30Q: 3 clusters Score -2591849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2591859.500000 Penalty: 4972.311035
	Iteration 31Q: 3 clusters Score -2591860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2591861.000000 Penalty: 4972.311035
	Iteration 32Q: 3 clusters Score -2591861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2591866.500000 Penalty: 4972.311035
	Iteration 33Q: 3 clusters Score -2591866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2591867.250000 Penalty: 4972.311035
	Iteration 34Q: 3 clusters Score -2591867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2591869.750000 Penalty: 4972.311035
	Iteration 35Q: 3 clusters Score -2591870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2591877.500000 Penalty: 4972.311035
	Iteration 36Q: 3 clusters Score -2591878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2591877.250000 Penalty: 4972.311035
	Iteration 37Q: 3 clusters Score -2591877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2591880.750000 Penalty: 4972.311035
	Iteration 38Q: 3 clusters Score -2591881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2591885.250000 Penalty: 4972.311035
	Iteration 39Q: 3 clusters Score -2591885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2591889.250000 Penalty: 4972.311035
	Iteration 40F: 3 clusters Score -2591889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2591889.750000 Penalty: 4972.311035
	Iteration 41Q: 3 clusters Score -2591890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2591889.750000 Penalty: 4972.311035
	Iteration 42F: 3 clusters Score -2591890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (15696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Entering Unmasked Estep 
Score: -1647112.500000 Penalty: 2395.968018
	Iteration 0F: 2 clusters Score -1647112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1635747.375000 Penalty: 4791.936035
	Iteration 0F: 3 clusters Score -1635747 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1639714.500000 Penalty: 4791.936035
	Iteration 1F: 3 clusters Score -1639714 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1640281.500000 Penalty: 4791.936035
	Iteration 2F: 3 clusters Score -1640282 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1640850.375000 Penalty: 4791.936035
	Iteration 3F: 3 clusters Score -1640850 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1641491.125000 Penalty: 4791.936035
	Iteration 4F: 3 clusters Score -1641491 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1642106.000000 Penalty: 4791.936035
	Iteration 5F: 3 clusters Score -1642106 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1642600.875000 Penalty: 4791.936035
	Iteration 6F: 3 clusters Score -1642601 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1642974.250000 Penalty: 4791.936035
	Iteration 7Q: 3 clusters Score -1642974 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1643273.250000 Penalty: 4791.936035
	Iteration 8Q: 3 clusters Score -1643273 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1643520.000000 Penalty: 4791.936035
	Iteration 9Q: 3 clusters Score -1643520 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1643738.000000 Penalty: 4791.936035
	Iteration 10Q: 3 clusters Score -1643738 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1643916.875000 Penalty: 4791.936035
	Iteration 11Q: 3 clusters Score -1643917 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1644068.500000 Penalty: 4791.936035
	Iteration 12Q: 3 clusters Score -1644068 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1644193.000000 Penalty: 4791.936035
	Iteration 13Q: 3 clusters Score -1644193 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1644297.875000 Penalty: 4791.936035
	Iteration 14Q: 3 clusters Score -1644298 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1644392.625000 Penalty: 4791.936035
	Iteration 15Q: 3 clusters Score -1644393 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1644493.875000 Penalty: 4791.936035
	Iteration 16Q: 3 clusters Score -1644494 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1644598.750000 Penalty: 4791.936035
	Iteration 17Q: 3 clusters Score -1644599 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1644695.375000 Penalty: 4791.936035
	Iteration 18Q: 3 clusters Score -1644695 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1644784.125000 Penalty: 4791.936035
	Iteration 19Q: 3 clusters Score -1644784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1644841.500000 Penalty: 4791.936035
	Iteration 20F: 3 clusters Score -1644842 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1644891.875000 Penalty: 4791.936035
	Iteration 21Q: 3 clusters Score -1644892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1644935.500000 Penalty: 4791.936035
	Iteration 22Q: 3 clusters Score -1644936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1644970.625000 Penalty: 4791.936035
	Iteration 23Q: 3 clusters Score -1644971 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1645004.500000 Penalty: 4791.936035
	Iteration 24Q: 3 clusters Score -1645004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1645017.500000 Penalty: 4791.936035
	Iteration 25Q: 3 clusters Score -1645018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1645049.875000 Penalty: 4791.936035
	Iteration 26Q: 3 clusters Score -1645050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1645069.250000 Penalty: 4791.936035
	Iteration 27Q: 3 clusters Score -1645069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1645090.125000 Penalty: 4791.936035
	Iteration 28Q: 3 clusters Score -1645090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1645095.250000 Penalty: 4791.936035
	Iteration 29Q: 3 clusters Score -1645095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1645102.750000 Penalty: 4791.936035
	Iteration 30Q: 3 clusters Score -1645103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1645106.000000 Penalty: 4791.936035
	Iteration 31Q: 3 clusters Score -1645106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1645113.375000 Penalty: 4791.936035
	Iteration 32Q: 3 clusters Score -1645113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1645124.625000 Penalty: 4791.936035
	Iteration 33Q: 3 clusters Score -1645125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1645130.875000 Penalty: 4791.936035
	Iteration 34Q: 3 clusters Score -1645131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1645136.750000 Penalty: 4791.936035
	Iteration 35Q: 3 clusters Score -1645137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1645143.625000 Penalty: 4791.936035
	Iteration 36Q: 3 clusters Score -1645144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1645146.625000 Penalty: 4791.936035
	Iteration 37Q: 3 clusters Score -1645147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1645149.875000 Penalty: 4791.936035
	Iteration 38Q: 3 clusters Score -1645150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1645149.625000 Penalty: 4791.936035
	Iteration 39Q: 3 clusters Score -1645150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1645157.500000 Penalty: 4791.936035
	Iteration 40F: 3 clusters Score -1645158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1645166.875000 Penalty: 4791.936035
	Iteration 41Q: 3 clusters Score -1645167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1645165.125000 Penalty: 4791.936035
	Iteration 42Q: 3 clusters Score -1645165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1645167.750000 Penalty: 4791.936035
	Iteration 43Q: 3 clusters Score -1645168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1645174.125000 Penalty: 4791.936035
	Iteration 44Q: 3 clusters Score -1645174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1645175.625000 Penalty: 4791.936035
	Iteration 45Q: 3 clusters Score -1645176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1645189.125000 Penalty: 4791.936035
	Iteration 46Q: 3 clusters Score -1645189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1645198.000000 Penalty: 4791.936035
	Iteration 47Q: 3 clusters Score -1645198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1645203.500000 Penalty: 4791.936035
	Iteration 48Q: 3 clusters Score -1645204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1645214.875000 Penalty: 4791.936035
	Iteration 49Q: 3 clusters Score -1645215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1645223.375000 Penalty: 4791.936035
	Iteration 50Q: 3 clusters Score -1645223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1645227.250000 Penalty: 4791.936035
	Iteration 51Q: 3 clusters Score -1645227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1645229.375000 Penalty: 4791.936035
	Iteration 52Q: 3 clusters Score -1645229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1645234.000000 Penalty: 4791.936035
	Iteration 53Q: 3 clusters Score -1645234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1645243.500000 Penalty: 4791.936035
	Iteration 54Q: 3 clusters Score -1645244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1645255.500000 Penalty: 4791.936035
	Iteration 55Q: 3 clusters Score -1645256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1645255.750000 Penalty: 4791.936035
	Iteration 56Q: 3 clusters Score -1645256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1645262.500000 Penalty: 4791.936035
	Iteration 57Q: 3 clusters Score -1645262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1645271.000000 Penalty: 4791.936035
	Iteration 58Q: 3 clusters Score -1645271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1645275.000000 Penalty: 4791.936035
	Iteration 59Q: 3 clusters Score -1645275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1645280.125000 Penalty: 4791.936035
	Iteration 60F: 3 clusters Score -1645280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1645289.750000 Penalty: 4791.936035
	Iteration 61Q: 3 clusters Score -1645290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1645289.500000 Penalty: 4791.936035
	Iteration 62Q: 3 clusters Score -1645290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1645294.375000 Penalty: 4791.936035
	Iteration 63Q: 3 clusters Score -1645294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1645298.000000 Penalty: 4791.936035
	Iteration 64Q: 3 clusters Score -1645298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1645299.375000 Penalty: 4791.936035
	Iteration 65Q: 3 clusters Score -1645299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1645300.500000 Penalty: 4791.936035
	Iteration 66Q: 3 clusters Score -1645300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1645298.750000 Penalty: 4791.936035
	Iteration 67Q: 3 clusters Score -1645299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1645298.375000 Penalty: 4791.936035
	Iteration 68Q: 3 clusters Score -1645298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1645301.375000 Penalty: 4791.936035
	Iteration 69Q: 3 clusters Score -1645301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1645301.625000 Penalty: 4791.936035
	Iteration 70Q: 3 clusters Score -1645302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1645309.625000 Penalty: 4791.936035
	Iteration 71Q: 3 clusters Score -1645310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1645311.125000 Penalty: 4791.936035
	Iteration 72Q: 3 clusters Score -1645311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1645313.125000 Penalty: 4791.936035
	Iteration 73Q: 3 clusters Score -1645313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1645316.625000 Penalty: 4791.936035
	Iteration 74Q: 3 clusters Score -1645317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1645321.500000 Penalty: 4791.936035
	Iteration 75Q: 3 clusters Score -1645322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1645323.500000 Penalty: 4791.936035
	Iteration 76Q: 3 clusters Score -1645324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1645327.625000 Penalty: 4791.936035
	Iteration 77Q: 3 clusters Score -1645328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1645330.625000 Penalty: 4791.936035
	Iteration 78Q: 3 clusters Score -1645331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1645332.625000 Penalty: 4791.936035
	Iteration 79Q: 3 clusters Score -1645333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1645338.875000 Penalty: 4791.936035
	Iteration 80F: 3 clusters Score -1645339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1645347.625000 Penalty: 4791.936035
	Iteration 81Q: 3 clusters Score -1645348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1645351.500000 Penalty: 4791.936035
	Iteration 82Q: 3 clusters Score -1645352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1645355.625000 Penalty: 4791.936035
	Iteration 83Q: 3 clusters Score -1645356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1645363.000000 Penalty: 4791.936035
	Iteration 84Q: 3 clusters Score -1645363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1645367.250000 Penalty: 4791.936035
	Iteration 85Q: 3 clusters Score -1645367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1645370.500000 Penalty: 4791.936035
	Iteration 86Q: 3 clusters Score -1645370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1645371.750000 Penalty: 4791.936035
	Iteration 87Q: 3 clusters Score -1645372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1645376.000000 Penalty: 4791.936035
	Iteration 88Q: 3 clusters Score -1645376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1645380.000000 Penalty: 4791.936035
	Iteration 89Q: 3 clusters Score -1645380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1645392.750000 Penalty: 4791.936035
	Iteration 90Q: 3 clusters Score -1645393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1645397.250000 Penalty: 4791.936035
	Iteration 91Q: 3 clusters Score -1645397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1645407.875000 Penalty: 4791.936035
	Iteration 92Q: 3 clusters Score -1645408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1645414.625000 Penalty: 4791.936035
	Iteration 93Q: 3 clusters Score -1645415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1645425.875000 Penalty: 4791.936035
	Iteration 94Q: 3 clusters Score -1645426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1645438.000000 Penalty: 4791.936035
	Iteration 95Q: 3 clusters Score -1645438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1645448.250000 Penalty: 4791.936035
	Iteration 96Q: 3 clusters Score -1645448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1645460.875000 Penalty: 4791.936035
	Iteration 97Q: 3 clusters Score -1645461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1645473.750000 Penalty: 4791.936035
	Iteration 98Q: 3 clusters Score -1645474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1645485.875000 Penalty: 4791.936035
	Iteration 99Q: 3 clusters Score -1645486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1645489.875000 Penalty: 4791.936035
	Iteration 100F: 3 clusters Score -1645490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1645500.250000 Penalty: 4791.936035
	Iteration 101Q: 3 clusters Score -1645500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1645516.625000 Penalty: 4791.936035
	Iteration 102Q: 3 clusters Score -1645517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1645522.000000 Penalty: 4791.936035
	Iteration 103Q: 3 clusters Score -1645522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1645531.500000 Penalty: 4791.936035
	Iteration 104Q: 3 clusters Score -1645532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1645535.625000 Penalty: 4791.936035
	Iteration 105Q: 3 clusters Score -1645536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1645544.125000 Penalty: 4791.936035
	Iteration 106Q: 3 clusters Score -1645544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1645545.000000 Penalty: 4791.936035
	Iteration 107Q: 3 clusters Score -1645545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1645547.250000 Penalty: 4791.936035
	Iteration 108Q: 3 clusters Score -1645547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1645549.500000 Penalty: 4791.936035
	Iteration 109Q: 3 clusters Score -1645550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1645554.500000 Penalty: 4791.936035
	Iteration 110Q: 3 clusters Score -1645554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1645562.000000 Penalty: 4791.936035
	Iteration 111Q: 3 clusters Score -1645562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1645565.875000 Penalty: 4791.936035
	Iteration 112Q: 3 clusters Score -1645566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1645573.875000 Penalty: 4791.936035
	Iteration 113Q: 3 clusters Score -1645574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1645578.875000 Penalty: 4791.936035
	Iteration 114Q: 3 clusters Score -1645579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1645580.875000 Penalty: 4791.936035
	Iteration 115Q: 3 clusters Score -1645581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1645584.750000 Penalty: 4791.936035
	Iteration 116Q: 3 clusters Score -1645585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1645591.125000 Penalty: 4791.936035
	Iteration 117Q: 3 clusters Score -1645591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1645594.000000 Penalty: 4791.936035
	Iteration 118Q: 3 clusters Score -1645594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1645596.375000 Penalty: 4791.936035
	Iteration 119Q: 3 clusters Score -1645596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1645597.750000 Penalty: 4791.936035
	Iteration 120F: 3 clusters Score -1645598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1645599.875000 Penalty: 4791.936035
	Iteration 121Q: 3 clusters Score -1645600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1645599.375000 Penalty: 4791.936035
	Iteration 122Q: 3 clusters Score -1645599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1645600.375000 Penalty: 4791.936035
	Iteration 123Q: 3 clusters Score -1645600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1645601.625000 Penalty: 4791.936035
	Iteration 124Q: 3 clusters Score -1645602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1645604.500000 Penalty: 4791.936035
	Iteration 125Q: 3 clusters Score -1645604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1645605.625000 Penalty: 4791.936035
	Iteration 126Q: 3 clusters Score -1645606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1645604.625000 Penalty: 4791.936035
	Iteration 127Q: 3 clusters Score -1645605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1645604.625000 Penalty: 4791.936035
	Iteration 128F: 3 clusters Score -1645605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -131836.390625 Penalty: 1764.059204
	Iteration 0F: 2 clusters Score -131836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129743.828125 Penalty: 3528.118408
	Iteration 0F: 3 clusters Score -129743.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130091.007812 Penalty: 3528.118408
	Iteration 1F: 3 clusters Score -130091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130201.804688 Penalty: 3528.118408
	Iteration 2F: 3 clusters Score -130201.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -130256.289062 Penalty: 3528.118408
	Iteration 3Q: 3 clusters Score -130256.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -130284.562500 Penalty: 3528.118408
	Iteration 4Q: 3 clusters Score -130284.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -130293.140625 Penalty: 3528.118408
	Iteration 5Q: 3 clusters Score -130293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130303.867188 Penalty: 3528.118408
	Iteration 6Q: 3 clusters Score -130303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -130307.203125 Penalty: 3528.118408
	Iteration 7Q: 3 clusters Score -130307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -130307.593750 Penalty: 3528.118408
	Iteration 8Q: 3 clusters Score -130307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -130308.210938 Penalty: 3528.118408
	Iteration 9Q: 3 clusters Score -130308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -130308.210938 Penalty: 3528.118408
	Iteration 10F: 3 clusters Score -130308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -702804.062500 Penalty: 2167.285889
	Iteration 0F: 2 clusters Score -702804.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -697510.187500 Penalty: 4334.571777
	Iteration 0F: 3 clusters Score -697510.2 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -698850.625000 Penalty: 4334.571777
	Iteration 1F: 3 clusters Score -698850.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -699109.437500 Penalty: 4334.571777
	Iteration 2F: 3 clusters Score -699109.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -699295.375000 Penalty: 4334.571777
	Iteration 3F: 3 clusters Score -699295.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -699446.937500 Penalty: 4334.571777
	Iteration 4Q: 3 clusters Score -699446.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -699588.625000 Penalty: 4334.571777
	Iteration 5Q: 3 clusters Score -699588.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -699744.062500 Penalty: 4334.571777
	Iteration 6Q: 3 clusters Score -699744.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -699905.250000 Penalty: 4334.571777
	Iteration 7Q: 3 clusters Score -699905.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -700078.000000 Penalty: 4334.571777
	Iteration 8Q: 3 clusters Score -700078 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -700297.812500 Penalty: 4334.571777
	Iteration 9Q: 3 clusters Score -700297.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -700487.500000 Penalty: 4334.571777
	Iteration 10Q: 3 clusters Score -700487.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -700622.062500 Penalty: 4334.571777
	Iteration 11Q: 3 clusters Score -700622.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -700750.437500 Penalty: 4334.571777
	Iteration 12Q: 3 clusters Score -700750.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -700841.687500 Penalty: 4334.571777
	Iteration 13Q: 3 clusters Score -700841.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -700905.687500 Penalty: 4334.571777
	Iteration 14Q: 3 clusters Score -700905.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -700965.250000 Penalty: 4334.571777
	Iteration 15Q: 3 clusters Score -700965.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -701005.625000 Penalty: 4334.571777
	Iteration 16Q: 3 clusters Score -701005.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -701034.750000 Penalty: 4334.571777
	Iteration 17Q: 3 clusters Score -701034.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -701052.250000 Penalty: 4334.571777
	Iteration 18Q: 3 clusters Score -701052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -701058.750000 Penalty: 4334.571777
	Iteration 19Q: 3 clusters Score -701058.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -701067.062500 Penalty: 4334.571777
	Iteration 20F: 3 clusters Score -701067.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -701072.375000 Penalty: 4334.571777
	Iteration 21Q: 3 clusters Score -701072.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -701075.437500 Penalty: 4334.571777
	Iteration 22Q: 3 clusters Score -701075.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -701078.812500 Penalty: 4334.571777
	Iteration 23Q: 3 clusters Score -701078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -701082.062500 Penalty: 4334.571777
	Iteration 24Q: 3 clusters Score -701082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -701083.750000 Penalty: 4334.571777
	Iteration 25Q: 3 clusters Score -701083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -701085.062500 Penalty: 4334.571777
	Iteration 26Q: 3 clusters Score -701085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -701085.437500 Penalty: 4334.571777
	Iteration 27Q: 3 clusters Score -701085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -701086.437500 Penalty: 4334.571777
	Iteration 28Q: 3 clusters Score -701086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -701086.437500 Penalty: 4334.571777
	Iteration 29Q: 3 clusters Score -701086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -701088.187500 Penalty: 4334.571777
	Iteration 30Q: 3 clusters Score -701088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -701090.875000 Penalty: 4334.571777
	Iteration 31Q: 3 clusters Score -701090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -701090.500000 Penalty: 4334.571777
	Iteration 32Q: 3 clusters Score -701090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -701091.750000 Penalty: 4334.571777
	Iteration 33Q: 3 clusters Score -701091.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -701091.750000 Penalty: 4334.571777
	Iteration 34F: 3 clusters Score -701091.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -47956.152344 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -47956.15 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 264 members 
Entering Unmasked Estep 
Score: -46419.457031 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -46419.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46569.031250 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -46569.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46600.300781 Penalty: 3078.461670
	Iteration 2Q: 3 clusters Score -46600.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46635.664062 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -46635.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46661.140625 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -46661.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46672.945312 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -46672.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46674.882812 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -46674.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46676.179688 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -46676.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46676.179688 Penalty: 3078.461670
	Iteration 8F: 3 clusters Score -46676.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -512189.562500 Penalty: 2090.179688
	Iteration 0F: 2 clusters Score -512189.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -507950.343750 Penalty: 4180.359375
	Iteration 0F: 3 clusters Score -507950.3 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -508857.593750 Penalty: 4180.359375
	Iteration 1F: 3 clusters Score -508857.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -509061.312500 Penalty: 4180.359375
	Iteration 2F: 3 clusters Score -509061.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -509198.593750 Penalty: 4180.359375
	Iteration 3Q: 3 clusters Score -509198.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -509293.781250 Penalty: 4180.359375
	Iteration 4Q: 3 clusters Score -509293.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -509365.437500 Penalty: 4180.359375
	Iteration 5Q: 3 clusters Score -509365.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -509437.593750 Penalty: 4180.359375
	Iteration 6Q: 3 clusters Score -509437.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -509522.687500 Penalty: 4180.359375
	Iteration 7Q: 3 clusters Score -509522.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -509618.250000 Penalty: 4180.359375
	Iteration 8Q: 3 clusters Score -509618.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -509712.000000 Penalty: 4180.359375
	Iteration 9Q: 3 clusters Score -509712 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -509825.687500 Penalty: 4180.359375
	Iteration 10Q: 3 clusters Score -509825.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -509942.968750 Penalty: 4180.359375
	Iteration 11Q: 3 clusters Score -509943 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -510057.843750 Penalty: 4180.359375
	Iteration 12Q: 3 clusters Score -510057.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -510174.750000 Penalty: 4180.359375
	Iteration 13Q: 3 clusters Score -510174.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -510341.937500 Penalty: 4180.359375
	Iteration 14Q: 3 clusters Score -510341.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -510609.062500 Penalty: 4180.359375
	Iteration 15Q: 3 clusters Score -510609.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -510991.500000 Penalty: 4180.359375
	Iteration 16Q: 3 clusters Score -510991.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -511334.750000 Penalty: 4180.359375
	Iteration 17Q: 3 clusters Score -511334.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -511606.843750 Penalty: 4180.359375
	Iteration 18Q: 3 clusters Score -511606.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -511750.500000 Penalty: 4180.359375
	Iteration 19Q: 3 clusters Score -511750.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -511805.687500 Penalty: 4180.359375
	Iteration 20F: 3 clusters Score -511805.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -511830.468750 Penalty: 4180.359375
	Iteration 21Q: 3 clusters Score -511830.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -511837.062500 Penalty: 4180.359375
	Iteration 22Q: 3 clusters Score -511837.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -511840.593750 Penalty: 4180.359375
	Iteration 23Q: 3 clusters Score -511840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -511842.375000 Penalty: 4180.359375
	Iteration 24Q: 3 clusters Score -511842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -511843.562500 Penalty: 4180.359375
	Iteration 25Q: 3 clusters Score -511843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -511843.562500 Penalty: 4180.359375
	Iteration 26F: 3 clusters Score -511843.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117362.687500 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -117362.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115382.125000 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -115382.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115664.062500 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -115664.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115755.523438 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -115755.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -115790.406250 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -115790.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115823.804688 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -115823.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115839.648438 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -115839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115848.546875 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -115848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115855.195312 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -115855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115859.632812 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -115859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115869.023438 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -115869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115878.453125 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -115878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115879.742188 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -115879.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115881.265625 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -115881.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115883.054688 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -115883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115883.484375 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -115883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115884.046875 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -115884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115884.789062 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -115884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115884.789062 Penalty: 3460.731689
	Iteration 17F: 3 clusters Score -115884.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -450706.687500 Penalty: 2104.863281
	Iteration 0F: 2 clusters Score -450706.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -446293.218750 Penalty: 4209.726562
	Iteration 0F: 3 clusters Score -446293.2 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -447414.437500 Penalty: 4209.726562
	Iteration 1F: 3 clusters Score -447414.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -447761.625000 Penalty: 4209.726562
	Iteration 2F: 3 clusters Score -447761.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -448116.250000 Penalty: 4209.726562
	Iteration 3F: 3 clusters Score -448116.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -448521.062500 Penalty: 4209.726562
	Iteration 4F: 3 clusters Score -448521.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -448971.718750 Penalty: 4209.726562
	Iteration 5F: 3 clusters Score -448971.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -449338.312500 Penalty: 4209.726562
	Iteration 6F: 3 clusters Score -449338.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -449625.156250 Penalty: 4209.726562
	Iteration 7F: 3 clusters Score -449625.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -449782.625000 Penalty: 4209.726562
	Iteration 8Q: 3 clusters Score -449782.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -449888.406250 Penalty: 4209.726562
	Iteration 9Q: 3 clusters Score -449888.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -449951.343750 Penalty: 4209.726562
	Iteration 10Q: 3 clusters Score -449951.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -449987.062500 Penalty: 4209.726562
	Iteration 11Q: 3 clusters Score -449987.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -450007.625000 Penalty: 4209.726562
	Iteration 12Q: 3 clusters Score -450007.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -450021.343750 Penalty: 4209.726562
	Iteration 13Q: 3 clusters Score -450021.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -450030.125000 Penalty: 4209.726562
	Iteration 14Q: 3 clusters Score -450030.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -450035.218750 Penalty: 4209.726562
	Iteration 15Q: 3 clusters Score -450035.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -450041.562500 Penalty: 4209.726562
	Iteration 16Q: 3 clusters Score -450041.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -450046.312500 Penalty: 4209.726562
	Iteration 17Q: 3 clusters Score -450046.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -450051.250000 Penalty: 4209.726562
	Iteration 18Q: 3 clusters Score -450051.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -450055.312500 Penalty: 4209.726562
	Iteration 19Q: 3 clusters Score -450055.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -450058.718750 Penalty: 4209.726562
	Iteration 20F: 3 clusters Score -450058.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -450063.437500 Penalty: 4209.726562
	Iteration 21Q: 3 clusters Score -450063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -450065.968750 Penalty: 4209.726562
	Iteration 22Q: 3 clusters Score -450066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -450065.437500 Penalty: 4209.726562
	Iteration 23Q: 3 clusters Score -450065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -450066.562500 Penalty: 4209.726562
	Iteration 24Q: 3 clusters Score -450066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -450067.250000 Penalty: 4209.726562
	Iteration 25Q: 3 clusters Score -450067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -450067.031250 Penalty: 4209.726562
	Iteration 26Q: 3 clusters Score -450067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -450067.031250 Penalty: 4209.726562
	Iteration 27F: 3 clusters Score -450067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81665.382812 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81665.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79879.335938 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79879.34 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80099.273438 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80099.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80188.257812 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80188.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80221.859375 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -80221.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80243.453125 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80243.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80262.296875 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80262.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80279.625000 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80279.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80283.648438 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80283.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80283.648438 Penalty: 3306.179199
	Iteration 8F: 3 clusters Score -80283.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -92899.671875 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -92899.67 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 478 members 
Entering Unmasked Estep 
Score: -91043.695312 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -91043.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91354.046875 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -91354.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91443.789062 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -91443.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -91489.742188 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -91489.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91520.226562 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -91520.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91566.148438 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -91566.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91589.281250 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -91589.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91626.453125 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -91626.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91651.890625 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -91651.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91680.453125 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -91680.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91702.078125 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -91702.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91728.953125 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -91728.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91745.882812 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -91745.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91770.156250 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -91770.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91794.171875 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -91794.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91821.742188 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -91821.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91839.765625 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -91839.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91858.242188 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -91858.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91884.554688 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -91884.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91895.914062 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -91895.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91901.726562 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -91901.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91905.992188 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -91905.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91906.757812 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -91906.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91906.757812 Penalty: 3376.735596
	Iteration 23F: 3 clusters Score -91906.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (27805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Entering Unmasked Estep 
Score: -3162617.500000 Penalty: 2537.776855
	Iteration 0F: 2 clusters Score -3162618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3143410.250000 Penalty: 5075.553711
	Iteration 0F: 3 clusters Score -3143410 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3150217.250000 Penalty: 5075.553711
	Iteration 1F: 3 clusters Score -3150217 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3150667.000000 Penalty: 5075.553711
	Iteration 2Q: 3 clusters Score -3150667 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3151101.750000 Penalty: 5075.553711
	Iteration 3Q: 3 clusters Score -3151102 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3151434.250000 Penalty: 5075.553711
	Iteration 4Q: 3 clusters Score -3151434 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3151826.000000 Penalty: 5075.553711
	Iteration 5Q: 3 clusters Score -3151826 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3152305.000000 Penalty: 5075.553711
	Iteration 6Q: 3 clusters Score -3152305 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3153025.250000 Penalty: 5075.553711
	Iteration 7Q: 3 clusters Score -3153025 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3153929.500000 Penalty: 5075.553711
	Iteration 8F: 3 clusters Score -3153930 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3155078.000000 Penalty: 5075.553711
	Iteration 9F: 3 clusters Score -3155078 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3156351.750000 Penalty: 5075.553711
	Iteration 10F: 3 clusters Score -3156352 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3157585.500000 Penalty: 5075.553711
	Iteration 11F: 3 clusters Score -3157586 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3158664.750000 Penalty: 5075.553711
	Iteration 12Q: 3 clusters Score -3158665 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3159331.000000 Penalty: 5075.553711
	Iteration 13Q: 3 clusters Score -3159331 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3159759.250000 Penalty: 5075.553711
	Iteration 14Q: 3 clusters Score -3159759 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3160038.000000 Penalty: 5075.553711
	Iteration 15Q: 3 clusters Score -3160038 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3160215.500000 Penalty: 5075.553711
	Iteration 16Q: 3 clusters Score -3160216 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3160337.000000 Penalty: 5075.553711
	Iteration 17Q: 3 clusters Score -3160337 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3160402.250000 Penalty: 5075.553711
	Iteration 18Q: 3 clusters Score -3160402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3160470.250000 Penalty: 5075.553711
	Iteration 19Q: 3 clusters Score -3160470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3160509.250000 Penalty: 5075.553711
	Iteration 20F: 3 clusters Score -3160509 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3160537.000000 Penalty: 5075.553711
	Iteration 21Q: 3 clusters Score -3160537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3160562.750000 Penalty: 5075.553711
	Iteration 22Q: 3 clusters Score -3160563 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3160581.000000 Penalty: 5075.553711
	Iteration 23Q: 3 clusters Score -3160581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3160602.500000 Penalty: 5075.553711
	Iteration 24Q: 3 clusters Score -3160602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3160610.750000 Penalty: 5075.553711
	Iteration 25Q: 3 clusters Score -3160611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3160622.750000 Penalty: 5075.553711
	Iteration 26Q: 3 clusters Score -3160623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3160636.500000 Penalty: 5075.553711
	Iteration 27Q: 3 clusters Score -3160636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3160635.000000 Penalty: 5075.553711
	Iteration 28Q: 3 clusters Score -3160635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3160639.250000 Penalty: 5075.553711
	Iteration 29Q: 3 clusters Score -3160639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3160634.000000 Penalty: 5075.553711
	Iteration 30Q: 3 clusters Score -3160634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3160634.750000 Penalty: 5075.553711
	Iteration 31Q: 3 clusters Score -3160635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3160637.750000 Penalty: 5075.553711
	Iteration 32Q: 3 clusters Score -3160638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3160639.500000 Penalty: 5075.553711
	Iteration 33Q: 3 clusters Score -3160640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3160646.500000 Penalty: 5075.553711
	Iteration 34Q: 3 clusters Score -3160646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3160647.500000 Penalty: 5075.553711
	Iteration 35Q: 3 clusters Score -3160648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3160646.500000 Penalty: 5075.553711
	Iteration 36Q: 3 clusters Score -3160646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3160650.000000 Penalty: 5075.553711
	Iteration 37Q: 3 clusters Score -3160650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3160657.000000 Penalty: 5075.553711
	Iteration 38Q: 3 clusters Score -3160657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3160657.750000 Penalty: 5075.553711
	Iteration 39Q: 3 clusters Score -3160658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3160659.250000 Penalty: 5075.553711
	Iteration 40F: 3 clusters Score -3160659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3160657.500000 Penalty: 5075.553711
	Iteration 41Q: 3 clusters Score -3160658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3160656.250000 Penalty: 5075.553711
	Iteration 42Q: 3 clusters Score -3160656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3160656.000000 Penalty: 5075.553711
	Iteration 43Q: 3 clusters Score -3160656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3160659.250000 Penalty: 5075.553711
	Iteration 44Q: 3 clusters Score -3160659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3160659.250000 Penalty: 5075.553711
	Iteration 45F: 3 clusters Score -3160659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 212336 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 40875 members 
Mstep: Class 18 contains 36674 members 
Mstep: Class 19 contains 128191 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10366 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7856 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10296 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6880 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9010 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53006 members 
Mstep: Class 45 contains 16600 members 
Mstep: Class 46 contains 44380 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10928 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6877 members 
Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15696 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4574 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4853 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299216.000000 Penalty: 226831.578125
Iteration 279Q: 66 clusters Score -1.392992e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108466 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9402 members 
Mstep: Class 15 contains 212335 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 40872 members 
Mstep: Class 18 contains 36672 members 
Mstep: Class 19 contains 128190 members 
Mstep: Class 20 contains 21561 members 
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Mstep: Class 22 contains 10365 members 
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Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7858 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6880 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3019 members 
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Mstep: Class 41 contains 313 members 
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Mstep: Class 44 contains 53005 members 
Mstep: Class 45 contains 16601 members 
Mstep: Class 46 contains 44388 members 
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Mstep: Class 49 contains 3660 members 
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Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24578 members 
Mstep: Class 54 contains 7635 members 
Mstep: Class 55 contains 22581 members 
Mstep: Class 56 contains 15702 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4575 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4855 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299120.000000 Penalty: 226831.578125
Iteration 280F: 66 clusters Score -1.392991e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27648 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 16682 members 
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Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212334 members 
Mstep: Class 16 contains 23792 members 
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Mstep: Class 18 contains 36667 members 
Mstep: Class 19 contains 128184 members 
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Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
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Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12471 members 
Mstep: Class 32 contains 14955 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6882 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 8200 members 
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Mstep: Class 44 contains 53003 members 
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Mstep: Class 46 contains 44394 members 
Mstep: Class 47 contains 13988 members 
Mstep: Class 48 contains 10930 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6877 members 
Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24582 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15713 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4577 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4857 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299200.000000 Penalty: 226831.578125
Iteration 281Q: 66 clusters Score -1.392992e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27646 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 16682 members 
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Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15828 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212334 members 
Mstep: Class 16 contains 23791 members 
Mstep: Class 17 contains 40849 members 
Mstep: Class 18 contains 36661 members 
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Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
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Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12471 members 
Mstep: Class 32 contains 14955 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6882 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
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Mstep: Class 43 contains 7147 members 
Mstep: Class 44 contains 53003 members 
Mstep: Class 45 contains 16600 members 
Mstep: Class 46 contains 44402 members 
Mstep: Class 47 contains 13988 members 
Mstep: Class 48 contains 10930 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6878 members 
Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24585 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15724 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4579 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4858 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299280.000000 Penalty: 226831.578125
Iteration 282Q: 66 clusters Score -1.392993e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27644 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108460 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212331 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 40839 members 
Mstep: Class 18 contains 36659 members 
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Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 6453 members 
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Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12471 members 
Mstep: Class 32 contains 14956 members 
Mstep: Class 33 contains 9458 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6882 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
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Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 53003 members 
Mstep: Class 45 contains 16602 members 
Mstep: Class 46 contains 44405 members 
Mstep: Class 47 contains 13989 members 
Mstep: Class 48 contains 10930 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6880 members 
Mstep: Class 51 contains 3721 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24587 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15739 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4580 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4858 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299136.000000 Penalty: 226831.578125
Iteration 283Q: 66 clusters Score -1.392991e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27646 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 16682 members 
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Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9401 members 
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Mstep: Class 16 contains 23791 members 
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Mstep: Class 26 contains 6453 members 
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Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4486 members 
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Mstep: Class 35 contains 9718 members 
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Mstep: Class 37 contains 6883 members 
Mstep: Class 38 contains 828 members 
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Mstep: Class 44 contains 53003 members 
Mstep: Class 45 contains 16603 members 
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Mstep: Class 47 contains 13988 members 
Mstep: Class 48 contains 10931 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6881 members 
Mstep: Class 51 contains 3722 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24590 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15745 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4580 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4858 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299200.000000 Penalty: 226831.578125
Iteration 284Q: 66 clusters Score -1.392992e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27642 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
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Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15828 members 
Mstep: Class 14 contains 9401 members 
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Mstep: Class 16 contains 23794 members 
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Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 4405 members 
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Mstep: Class 26 contains 6453 members 
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Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4486 members 
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Mstep: Class 33 contains 9457 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6884 members 
Mstep: Class 38 contains 828 members 
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Mstep: Class 40 contains 8200 members 
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Mstep: Class 43 contains 7146 members 
Mstep: Class 44 contains 53003 members 
Mstep: Class 45 contains 16603 members 
Mstep: Class 46 contains 44412 members 
Mstep: Class 47 contains 13988 members 
Mstep: Class 48 contains 10931 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6881 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15761 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4858 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299184.000000 Penalty: 226831.578125
Iteration 285Q: 66 clusters Score -1.392992e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27639 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108458 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212322 members 
Mstep: Class 16 contains 23796 members 
Mstep: Class 17 contains 40824 members 
Mstep: Class 18 contains 36656 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 10331 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7864 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4486 members 
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Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 9457 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6885 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7144 members 
Mstep: Class 44 contains 53000 members 
Mstep: Class 45 contains 16603 members 
Mstep: Class 46 contains 44416 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10931 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6881 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15773 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4858 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299152.000000 Penalty: 226831.578125
Iteration 286Q: 66 clusters Score -1.392992e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27633 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108459 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212317 members 
Mstep: Class 16 contains 23796 members 
Mstep: Class 17 contains 40819 members 
Mstep: Class 18 contains 36656 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10321 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7863 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 9460 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6886 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7144 members 
Mstep: Class 44 contains 53002 members 
Mstep: Class 45 contains 16603 members 
Mstep: Class 46 contains 44417 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10932 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6882 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15793 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4858 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299120.000000 Penalty: 226831.578125
Iteration 287Q: 66 clusters Score -1.392991e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27626 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108456 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15823 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212313 members 
Mstep: Class 16 contains 23796 members 
Mstep: Class 17 contains 40807 members 
Mstep: Class 18 contains 36654 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10311 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7862 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 9460 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6887 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7144 members 
Mstep: Class 44 contains 53003 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44422 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10935 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6884 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22580 members 
Mstep: Class 56 contains 15819 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4858 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299008.000000 Penalty: 226831.578125
Iteration 288Q: 66 clusters Score -1.39299e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27620 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108458 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15824 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212310 members 
Mstep: Class 16 contains 23795 members 
Mstep: Class 17 contains 40791 members 
Mstep: Class 18 contains 36653 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10301 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7862 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12471 members 
Mstep: Class 32 contains 14961 members 
Mstep: Class 33 contains 9461 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6889 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7141 members 
Mstep: Class 44 contains 53007 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44425 members 
Mstep: Class 47 contains 13987 members 
Mstep: Class 48 contains 10937 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6884 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22582 members 
Mstep: Class 56 contains 15842 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4858 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299184.000000 Penalty: 226831.578125
Iteration 289Q: 66 clusters Score -1.392992e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27610 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108459 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 212306 members 
Mstep: Class 16 contains 23797 members 
Mstep: Class 17 contains 40771 members 
Mstep: Class 18 contains 36652 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10296 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7862 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12471 members 
Mstep: Class 32 contains 14962 members 
Mstep: Class 33 contains 9465 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6889 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7142 members 
Mstep: Class 44 contains 53008 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44431 members 
Mstep: Class 47 contains 13986 members 
Mstep: Class 48 contains 10939 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6884 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22583 members 
Mstep: Class 56 contains 15863 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4859 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299008.000000 Penalty: 226831.578125
Iteration 290Q: 66 clusters Score -1.39299e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27602 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108462 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15824 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 212302 members 
Mstep: Class 16 contains 23798 members 
Mstep: Class 17 contains 40762 members 
Mstep: Class 18 contains 36649 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 10293 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7863 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12471 members 
Mstep: Class 32 contains 14963 members 
Mstep: Class 33 contains 9466 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6890 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7142 members 
Mstep: Class 44 contains 53008 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44437 members 
Mstep: Class 47 contains 13984 members 
Mstep: Class 48 contains 10940 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6884 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22583 members 
Mstep: Class 56 contains 15877 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4859 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299152.000000 Penalty: 226831.578125
Iteration 291Q: 66 clusters Score -1.392992e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27596 members 
Mstep: Class 4 contains 3857 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108460 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212296 members 
Mstep: Class 16 contains 23800 members 
Mstep: Class 17 contains 40746 members 
Mstep: Class 18 contains 36646 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20646 members 
Mstep: Class 22 contains 10289 members 
Mstep: Class 23 contains 6363 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7862 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 9466 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6893 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 53006 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44442 members 
Mstep: Class 47 contains 13985 members 
Mstep: Class 48 contains 10945 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6885 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22583 members 
Mstep: Class 56 contains 15896 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4860 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299232.000000 Penalty: 226831.578125
Iteration 292Q: 66 clusters Score -1.392992e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108462 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212287 members 
Mstep: Class 16 contains 23802 members 
Mstep: Class 17 contains 40734 members 
Mstep: Class 18 contains 36642 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20646 members 
Mstep: Class 22 contains 10282 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7860 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12468 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 9465 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6897 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 53001 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44445 members 
Mstep: Class 47 contains 13986 members 
Mstep: Class 48 contains 10947 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6887 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22583 members 
Mstep: Class 56 contains 15924 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4862 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299344.000000 Penalty: 226831.578125
Iteration 293Q: 66 clusters Score -1.392993e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27585 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108466 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15829 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212282 members 
Mstep: Class 16 contains 23806 members 
Mstep: Class 17 contains 40717 members 
Mstep: Class 18 contains 36636 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20647 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 6370 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7862 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12468 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 9465 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6898 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7141 members 
Mstep: Class 44 contains 53000 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44447 members 
Mstep: Class 47 contains 13985 members 
Mstep: Class 48 contains 10950 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6887 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22583 members 
Mstep: Class 56 contains 15944 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4863 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299376.000000 Penalty: 226831.578125
Iteration 294Q: 66 clusters Score -1.392994e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27581 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108469 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15832 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212275 members 
Mstep: Class 16 contains 23811 members 
Mstep: Class 17 contains 40699 members 
Mstep: Class 18 contains 36632 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20646 members 
Mstep: Class 22 contains 10271 members 
Mstep: Class 23 contains 6369 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7864 members 
Mstep: Class 28 contains 11521 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12468 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 9465 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6898 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7140 members 
Mstep: Class 44 contains 53004 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44450 members 
Mstep: Class 47 contains 13983 members 
Mstep: Class 48 contains 10952 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6888 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24590 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22586 members 
Mstep: Class 56 contains 15962 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4865 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299536.000000 Penalty: 226831.578125
Iteration 295Q: 66 clusters Score -1.392995e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27578 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212263 members 
Mstep: Class 16 contains 23812 members 
Mstep: Class 17 contains 40690 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20646 members 
Mstep: Class 22 contains 10268 members 
Mstep: Class 23 contains 6373 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7864 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12466 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 9465 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6897 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7140 members 
Mstep: Class 44 contains 53003 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44451 members 
Mstep: Class 47 contains 13982 members 
Mstep: Class 48 contains 10955 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6888 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24590 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22588 members 
Mstep: Class 56 contains 15982 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4869 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299488.000000 Penalty: 226831.578125
Iteration 296Q: 66 clusters Score -1.392995e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27577 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15832 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212256 members 
Mstep: Class 16 contains 23809 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 36626 members 
Mstep: Class 19 contains 128175 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 10262 members 
Mstep: Class 23 contains 6376 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7865 members 
Mstep: Class 28 contains 11519 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12465 members 
Mstep: Class 32 contains 14965 members 
Mstep: Class 33 contains 9465 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6897 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7139 members 
Mstep: Class 44 contains 52998 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44453 members 
Mstep: Class 47 contains 13979 members 
Mstep: Class 48 contains 10957 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6888 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24588 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22590 members 
Mstep: Class 56 contains 16004 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4872 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299488.000000 Penalty: 226831.578125
Iteration 297Q: 66 clusters Score -1.392995e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27578 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108469 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212247 members 
Mstep: Class 16 contains 23808 members 
Mstep: Class 17 contains 40683 members 
Mstep: Class 18 contains 36623 members 
Mstep: Class 19 contains 128172 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 10259 members 
Mstep: Class 23 contains 6379 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7866 members 
Mstep: Class 28 contains 11518 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12465 members 
Mstep: Class 32 contains 14966 members 
Mstep: Class 33 contains 9465 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6897 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7139 members 
Mstep: Class 44 contains 52995 members 
Mstep: Class 45 contains 16603 members 
Mstep: Class 46 contains 44457 members 
Mstep: Class 47 contains 13979 members 
Mstep: Class 48 contains 10959 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6889 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24589 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22591 members 
Mstep: Class 56 contains 16019 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4874 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299328.000000 Penalty: 226831.578125
Iteration 298Q: 66 clusters Score -1.392993e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27574 members 
Mstep: Class 4 contains 3857 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212240 members 
Mstep: Class 16 contains 23808 members 
Mstep: Class 17 contains 40672 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 128170 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 10254 members 
Mstep: Class 23 contains 6381 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7866 members 
Mstep: Class 28 contains 11517 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12465 members 
Mstep: Class 32 contains 14966 members 
Mstep: Class 33 contains 9466 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6896 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7137 members 
Mstep: Class 44 contains 52994 members 
Mstep: Class 45 contains 16602 members 
Mstep: Class 46 contains 44457 members 
Mstep: Class 47 contains 13977 members 
Mstep: Class 48 contains 10963 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6889 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22592 members 
Mstep: Class 56 contains 16047 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4875 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299408.000000 Penalty: 226831.578125
Iteration 299Q: 66 clusters Score -1.392994e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27569 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108473 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15830 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 212237 members 
Mstep: Class 16 contains 23807 members 
Mstep: Class 17 contains 40654 members 
Mstep: Class 18 contains 36616 members 
Mstep: Class 19 contains 128167 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 10251 members 
Mstep: Class 23 contains 6377 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7866 members 
Mstep: Class 28 contains 11516 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12466 members 
Mstep: Class 32 contains 14966 members 
Mstep: Class 33 contains 9466 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6897 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7137 members 
Mstep: Class 44 contains 52993 members 
Mstep: Class 45 contains 16601 members 
Mstep: Class 46 contains 44460 members 
Mstep: Class 47 contains 13974 members 
Mstep: Class 48 contains 10968 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6888 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24593 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22596 members 
Mstep: Class 56 contains 16075 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4875 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299376.000000 Penalty: 226831.578125
Iteration 300F: 66 clusters Score -1.392994e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27566 members 
Mstep: Class 4 contains 3857 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108475 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 212231 members 
Mstep: Class 16 contains 23808 members 
Mstep: Class 17 contains 40632 members 
Mstep: Class 18 contains 36613 members 
Mstep: Class 19 contains 128164 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 10249 members 
Mstep: Class 23 contains 6372 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7870 members 
Mstep: Class 28 contains 11515 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 12467 members 
Mstep: Class 32 contains 14966 members 
Mstep: Class 33 contains 9467 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6897 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3024 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7140 members 
Mstep: Class 44 contains 52994 members 
Mstep: Class 45 contains 16601 members 
Mstep: Class 46 contains 44461 members 
Mstep: Class 47 contains 13974 members 
Mstep: Class 48 contains 10971 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6887 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22597 members 
Mstep: Class 56 contains 16108 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4875 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299440.000000 Penalty: 226831.578125
Iteration 301Q: 66 clusters Score -1.392994e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27564 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108480 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 212223 members 
Mstep: Class 16 contains 23809 members 
Mstep: Class 17 contains 40603 members 
Mstep: Class 18 contains 36611 members 
Mstep: Class 19 contains 128162 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 6373 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7871 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12466 members 
Mstep: Class 32 contains 14965 members 
Mstep: Class 33 contains 9467 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6897 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7141 members 
Mstep: Class 44 contains 52996 members 
Mstep: Class 45 contains 16600 members 
Mstep: Class 46 contains 44462 members 
Mstep: Class 47 contains 13975 members 
Mstep: Class 48 contains 10974 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6887 members 
Mstep: Class 51 contains 3723 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22600 members 
Mstep: Class 56 contains 16145 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4876 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299408.000000 Penalty: 226831.578125
Iteration 302Q: 66 clusters Score -1.392994e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27556 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108477 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15828 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212219 members 
Mstep: Class 16 contains 23811 members 
Mstep: Class 17 contains 40563 members 
Mstep: Class 18 contains 36612 members 
Mstep: Class 19 contains 128161 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20646 members 
Mstep: Class 22 contains 10241 members 
Mstep: Class 23 contains 6373 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7872 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12465 members 
Mstep: Class 32 contains 14966 members 
Mstep: Class 33 contains 9468 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6898 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 52995 members 
Mstep: Class 45 contains 16601 members 
Mstep: Class 46 contains 44467 members 
Mstep: Class 47 contains 13977 members 
Mstep: Class 48 contains 10975 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6887 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22600 members 
Mstep: Class 56 contains 16185 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4581 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4880 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299456.000000 Penalty: 226831.578125
Iteration 303Q: 66 clusters Score -1.392995e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27553 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108477 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212216 members 
Mstep: Class 16 contains 23812 members 
Mstep: Class 17 contains 40524 members 
Mstep: Class 18 contains 36612 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 10239 members 
Mstep: Class 23 contains 6373 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7873 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12464 members 
Mstep: Class 32 contains 14967 members 
Mstep: Class 33 contains 9467 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6898 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 52990 members 
Mstep: Class 45 contains 16602 members 
Mstep: Class 46 contains 44472 members 
Mstep: Class 47 contains 13979 members 
Mstep: Class 48 contains 10976 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6887 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22601 members 
Mstep: Class 56 contains 16228 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4582 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4883 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299488.000000 Penalty: 226831.578125
Iteration 304Q: 66 clusters Score -1.392995e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27552 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108473 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15818 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212209 members 
Mstep: Class 16 contains 23814 members 
Mstep: Class 17 contains 40488 members 
Mstep: Class 18 contains 36611 members 
Mstep: Class 19 contains 128159 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 10234 members 
Mstep: Class 23 contains 6372 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7874 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12461 members 
Mstep: Class 32 contains 14967 members 
Mstep: Class 33 contains 9467 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6899 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3024 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7149 members 
Mstep: Class 44 contains 52988 members 
Mstep: Class 45 contains 16602 members 
Mstep: Class 46 contains 44477 members 
Mstep: Class 47 contains 13980 members 
Mstep: Class 48 contains 10977 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6888 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22605 members 
Mstep: Class 56 contains 16279 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4583 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4883 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299344.000000 Penalty: 226831.578125
Iteration 305Q: 66 clusters Score -1.392993e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27546 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108471 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212202 members 
Mstep: Class 16 contains 23816 members 
Mstep: Class 17 contains 40449 members 
Mstep: Class 18 contains 36612 members 
Mstep: Class 19 contains 128159 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 10229 members 
Mstep: Class 23 contains 6374 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7875 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12459 members 
Mstep: Class 32 contains 14968 members 
Mstep: Class 33 contains 9467 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6898 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3025 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52986 members 
Mstep: Class 45 contains 16602 members 
Mstep: Class 46 contains 44477 members 
Mstep: Class 47 contains 13980 members 
Mstep: Class 48 contains 10979 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6889 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22607 members 
Mstep: Class 56 contains 16331 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4584 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299360.000000 Penalty: 226831.578125
Iteration 306Q: 66 clusters Score -1.392994e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27538 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108472 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15814 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212196 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 40411 members 
Mstep: Class 18 contains 36607 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 10226 members 
Mstep: Class 23 contains 6376 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7876 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12455 members 
Mstep: Class 32 contains 14969 members 
Mstep: Class 33 contains 9469 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6900 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3027 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52983 members 
Mstep: Class 45 contains 16603 members 
Mstep: Class 46 contains 44479 members 
Mstep: Class 47 contains 13980 members 
Mstep: Class 48 contains 10986 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6890 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22609 members 
Mstep: Class 56 contains 16370 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4588 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299520.000000 Penalty: 226831.578125
Iteration 307Q: 66 clusters Score -1.392995e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27533 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108480 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212188 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 40375 members 
Mstep: Class 18 contains 36604 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 10221 members 
Mstep: Class 23 contains 6377 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7881 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12455 members 
Mstep: Class 32 contains 14970 members 
Mstep: Class 33 contains 9470 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6899 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7149 members 
Mstep: Class 44 contains 52984 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44484 members 
Mstep: Class 47 contains 13980 members 
Mstep: Class 48 contains 10987 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6890 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22610 members 
Mstep: Class 56 contains 16400 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4589 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299424.000000 Penalty: 226831.578125
Iteration 308Q: 66 clusters Score -1.392994e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27531 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108478 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212181 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 40353 members 
Mstep: Class 18 contains 36601 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 10215 members 
Mstep: Class 23 contains 6379 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7887 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12454 members 
Mstep: Class 32 contains 14970 members 
Mstep: Class 33 contains 9470 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6901 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3031 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7147 members 
Mstep: Class 44 contains 52977 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44486 members 
Mstep: Class 47 contains 13980 members 
Mstep: Class 48 contains 10989 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6890 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22611 members 
Mstep: Class 56 contains 16433 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4589 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299456.000000 Penalty: 226831.578125
Iteration 309Q: 66 clusters Score -1.392995e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27522 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108479 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15811 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212168 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 40333 members 
Mstep: Class 18 contains 36595 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20648 members 
Mstep: Class 22 contains 10212 members 
Mstep: Class 23 contains 6382 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7893 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12452 members 
Mstep: Class 32 contains 14971 members 
Mstep: Class 33 contains 9471 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6901 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3033 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7147 members 
Mstep: Class 44 contains 52965 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44492 members 
Mstep: Class 47 contains 13981 members 
Mstep: Class 48 contains 10993 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6889 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22614 members 
Mstep: Class 56 contains 16464 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4590 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299552.000000 Penalty: 226831.578125
Iteration 310Q: 66 clusters Score -1.392996e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27517 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108480 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212165 members 
Mstep: Class 16 contains 23825 members 
Mstep: Class 17 contains 40322 members 
Mstep: Class 18 contains 36586 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20648 members 
Mstep: Class 22 contains 10208 members 
Mstep: Class 23 contains 6380 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7899 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12453 members 
Mstep: Class 32 contains 14973 members 
Mstep: Class 33 contains 9469 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6902 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3033 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 52962 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44498 members 
Mstep: Class 47 contains 13979 members 
Mstep: Class 48 contains 11002 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6890 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22613 members 
Mstep: Class 56 contains 16482 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4590 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4880 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299520.000000 Penalty: 226831.578125
Iteration 311Q: 66 clusters Score -1.392995e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27514 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108484 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212159 members 
Mstep: Class 16 contains 23828 members 
Mstep: Class 17 contains 40301 members 
Mstep: Class 18 contains 36582 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20647 members 
Mstep: Class 22 contains 10204 members 
Mstep: Class 23 contains 6378 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12455 members 
Mstep: Class 32 contains 14973 members 
Mstep: Class 33 contains 9470 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6903 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3035 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 52964 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44503 members 
Mstep: Class 47 contains 13978 members 
Mstep: Class 48 contains 11008 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6890 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22616 members 
Mstep: Class 56 contains 16499 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4590 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4880 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299424.000000 Penalty: 226831.578125
Iteration 312Q: 66 clusters Score -1.392994e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27510 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108486 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15809 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212154 members 
Mstep: Class 16 contains 23830 members 
Mstep: Class 17 contains 40283 members 
Mstep: Class 18 contains 36580 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20647 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 6381 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12455 members 
Mstep: Class 32 contains 14974 members 
Mstep: Class 33 contains 9472 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6909 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3035 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 52964 members 
Mstep: Class 45 contains 16603 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13977 members 
Mstep: Class 48 contains 11012 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6890 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22618 members 
Mstep: Class 56 contains 16513 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4590 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4881 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299536.000000 Penalty: 226831.578125
Iteration 313Q: 66 clusters Score -1.392995e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27504 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108486 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15806 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212151 members 
Mstep: Class 16 contains 23827 members 
Mstep: Class 17 contains 40270 members 
Mstep: Class 18 contains 36579 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20647 members 
Mstep: Class 22 contains 10198 members 
Mstep: Class 23 contains 6383 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7904 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12455 members 
Mstep: Class 32 contains 14974 members 
Mstep: Class 33 contains 9473 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6911 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3035 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7144 members 
Mstep: Class 44 contains 52966 members 
Mstep: Class 45 contains 16603 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13975 members 
Mstep: Class 48 contains 11012 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6892 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22621 members 
Mstep: Class 56 contains 16529 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4590 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299504.000000 Penalty: 226831.578125
Iteration 314Q: 66 clusters Score -1.392995e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27499 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108486 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15802 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212152 members 
Mstep: Class 16 contains 23824 members 
Mstep: Class 17 contains 40260 members 
Mstep: Class 18 contains 36578 members 
Mstep: Class 19 contains 128160 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20646 members 
Mstep: Class 22 contains 10190 members 
Mstep: Class 23 contains 6387 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12452 members 
Mstep: Class 32 contains 14974 members 
Mstep: Class 33 contains 9473 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6918 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3038 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7142 members 
Mstep: Class 44 contains 52959 members 
Mstep: Class 45 contains 16604 members 
Mstep: Class 46 contains 44509 members 
Mstep: Class 47 contains 13975 members 
Mstep: Class 48 contains 11012 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6893 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22627 members 
Mstep: Class 56 contains 16551 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4590 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4883 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299504.000000 Penalty: 226831.578125
Iteration 315Q: 66 clusters Score -1.392995e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27496 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108487 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212152 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 40262 members 
Mstep: Class 18 contains 36576 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 10180 members 
Mstep: Class 23 contains 6390 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7907 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12451 members 
Mstep: Class 32 contains 14974 members 
Mstep: Class 33 contains 9474 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6921 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7142 members 
Mstep: Class 44 contains 52952 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44509 members 
Mstep: Class 47 contains 13971 members 
Mstep: Class 48 contains 11011 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6895 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24598 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22630 members 
Mstep: Class 56 contains 16567 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4590 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299632.000000 Penalty: 226831.578125
Iteration 316Q: 66 clusters Score -1.392996e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108486 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212149 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 40259 members 
Mstep: Class 18 contains 36576 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 10170 members 
Mstep: Class 23 contains 6395 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12452 members 
Mstep: Class 32 contains 14975 members 
Mstep: Class 33 contains 9474 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6922 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7141 members 
Mstep: Class 44 contains 52948 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44510 members 
Mstep: Class 47 contains 13972 members 
Mstep: Class 48 contains 11013 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6895 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22629 members 
Mstep: Class 56 contains 16585 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4590 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299680.000000 Penalty: 226831.578125
Iteration 317Q: 66 clusters Score -1.392997e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27491 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108490 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212143 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 40259 members 
Mstep: Class 18 contains 36574 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 10160 members 
Mstep: Class 23 contains 6400 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7908 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12451 members 
Mstep: Class 32 contains 14976 members 
Mstep: Class 33 contains 9475 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7141 members 
Mstep: Class 44 contains 52943 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44510 members 
Mstep: Class 47 contains 13974 members 
Mstep: Class 48 contains 11013 members 
Mstep: Class 49 contains 3656 members 
Mstep: Class 50 contains 6895 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22627 members 
Mstep: Class 56 contains 16599 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299792.000000 Penalty: 226831.578125
Iteration 318Q: 66 clusters Score -1.392998e+08 nChanged 56
Entering ConstructFrom: 
Score: -139299792.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -23413.964844 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -23413.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22128.259766 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -22128.26 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22402.886719 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -22402.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22543.677734 Penalty: 2865.715576
	Iteration 2F: 3 clusters Score -22543.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22611.660156 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -22611.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22641.230469 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -22641.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22650.113281 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -22650.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22657.232422 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -22657.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22657.232422 Penalty: 2865.715576
	Iteration 7F: 3 clusters Score -22657.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Entering Unmasked Estep 
Score: -595998.562500 Penalty: 2156.983154
	Iteration 0F: 2 clusters Score -595998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -590836.500000 Penalty: 4313.966309
	Iteration 0F: 3 clusters Score -590836.5 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -592253.000000 Penalty: 4313.966309
	Iteration 1F: 3 clusters Score -592253 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -592634.437500 Penalty: 4313.966309
	Iteration 2F: 3 clusters Score -592634.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -593053.375000 Penalty: 4313.966309
	Iteration 3F: 3 clusters Score -593053.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -593481.125000 Penalty: 4313.966309
	Iteration 4F: 3 clusters Score -593481.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -593882.750000 Penalty: 4313.966309
	Iteration 5F: 3 clusters Score -593882.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -594264.250000 Penalty: 4313.966309
	Iteration 6F: 3 clusters Score -594264.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -594522.125000 Penalty: 4313.966309
	Iteration 7Q: 3 clusters Score -594522.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -594692.187500 Penalty: 4313.966309
	Iteration 8Q: 3 clusters Score -594692.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -594781.187500 Penalty: 4313.966309
	Iteration 9Q: 3 clusters Score -594781.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -594832.312500 Penalty: 4313.966309
	Iteration 10Q: 3 clusters Score -594832.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -594866.062500 Penalty: 4313.966309
	Iteration 11Q: 3 clusters Score -594866.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -594893.187500 Penalty: 4313.966309
	Iteration 12Q: 3 clusters Score -594893.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -594923.375000 Penalty: 4313.966309
	Iteration 13Q: 3 clusters Score -594923.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -594949.625000 Penalty: 4313.966309
	Iteration 14Q: 3 clusters Score -594949.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -594998.312500 Penalty: 4313.966309
	Iteration 15Q: 3 clusters Score -594998.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -595055.687500 Penalty: 4313.966309
	Iteration 16Q: 3 clusters Score -595055.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -595103.875000 Penalty: 4313.966309
	Iteration 17Q: 3 clusters Score -595103.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -595134.687500 Penalty: 4313.966309
	Iteration 18Q: 3 clusters Score -595134.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -595161.687500 Penalty: 4313.966309
	Iteration 19Q: 3 clusters Score -595161.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -595190.812500 Penalty: 4313.966309
	Iteration 20F: 3 clusters Score -595190.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -595213.625000 Penalty: 4313.966309
	Iteration 21Q: 3 clusters Score -595213.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -595234.437500 Penalty: 4313.966309
	Iteration 22Q: 3 clusters Score -595234.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -595256.000000 Penalty: 4313.966309
	Iteration 23Q: 3 clusters Score -595256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -595272.875000 Penalty: 4313.966309
	Iteration 24Q: 3 clusters Score -595272.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -595281.375000 Penalty: 4313.966309
	Iteration 25Q: 3 clusters Score -595281.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -595285.437500 Penalty: 4313.966309
	Iteration 26Q: 3 clusters Score -595285.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -595291.937500 Penalty: 4313.966309
	Iteration 27Q: 3 clusters Score -595291.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -595300.250000 Penalty: 4313.966309
	Iteration 28Q: 3 clusters Score -595300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -595307.875000 Penalty: 4313.966309
	Iteration 29Q: 3 clusters Score -595307.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -595314.687500 Penalty: 4313.966309
	Iteration 30Q: 3 clusters Score -595314.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -595322.000000 Penalty: 4313.966309
	Iteration 31Q: 3 clusters Score -595322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -595331.000000 Penalty: 4313.966309
	Iteration 32Q: 3 clusters Score -595331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -595343.000000 Penalty: 4313.966309
	Iteration 33Q: 3 clusters Score -595343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -595357.250000 Penalty: 4313.966309
	Iteration 34Q: 3 clusters Score -595357.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -595366.375000 Penalty: 4313.966309
	Iteration 35Q: 3 clusters Score -595366.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -595375.750000 Penalty: 4313.966309
	Iteration 36Q: 3 clusters Score -595375.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -595382.875000 Penalty: 4313.966309
	Iteration 37Q: 3 clusters Score -595382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -595385.437500 Penalty: 4313.966309
	Iteration 38Q: 3 clusters Score -595385.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -595388.437500 Penalty: 4313.966309
	Iteration 39Q: 3 clusters Score -595388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -595389.812500 Penalty: 4313.966309
	Iteration 40F: 3 clusters Score -595389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -595390.437500 Penalty: 4313.966309
	Iteration 41Q: 3 clusters Score -595390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -595391.437500 Penalty: 4313.966309
	Iteration 42Q: 3 clusters Score -595391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -595393.000000 Penalty: 4313.966309
	Iteration 43Q: 3 clusters Score -595393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -595392.750000 Penalty: 4313.966309
	Iteration 44Q: 3 clusters Score -595392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -595393.750000 Penalty: 4313.966309
	Iteration 45Q: 3 clusters Score -595393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -595393.437500 Penalty: 4313.966309
	Iteration 46Q: 3 clusters Score -595393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -595393.437500 Penalty: 4313.966309
	Iteration 47F: 3 clusters Score -595393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Entering Unmasked Estep 
Score: -3133128.750000 Penalty: 2534.942383
	Iteration 0F: 2 clusters Score -3133129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3114087.250000 Penalty: 5069.884766
	Iteration 0F: 3 clusters Score -3114087 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3121148.500000 Penalty: 5069.884766
	Iteration 1F: 3 clusters Score -3121148 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3122212.000000 Penalty: 5069.884766
	Iteration 2F: 3 clusters Score -3122212 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3123627.250000 Penalty: 5069.884766
	Iteration 3F: 3 clusters Score -3123627 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3125390.000000 Penalty: 5069.884766
	Iteration 4F: 3 clusters Score -3125390 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3127022.250000 Penalty: 5069.884766
	Iteration 5F: 3 clusters Score -3127022 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3128210.500000 Penalty: 5069.884766
	Iteration 6F: 3 clusters Score -3128210 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3128906.500000 Penalty: 5069.884766
	Iteration 7Q: 3 clusters Score -3128906 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3129319.500000 Penalty: 5069.884766
	Iteration 8Q: 3 clusters Score -3129320 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3129648.000000 Penalty: 5069.884766
	Iteration 9Q: 3 clusters Score -3129648 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3129927.500000 Penalty: 5069.884766
	Iteration 10Q: 3 clusters Score -3129928 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3130192.750000 Penalty: 5069.884766
	Iteration 11Q: 3 clusters Score -3130193 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3130437.250000 Penalty: 5069.884766
	Iteration 12Q: 3 clusters Score -3130437 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3130653.750000 Penalty: 5069.884766
	Iteration 13Q: 3 clusters Score -3130654 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3130881.750000 Penalty: 5069.884766
	Iteration 14Q: 3 clusters Score -3130882 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3131132.250000 Penalty: 5069.884766
	Iteration 15Q: 3 clusters Score -3131132 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3131392.000000 Penalty: 5069.884766
	Iteration 16Q: 3 clusters Score -3131392 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3131636.500000 Penalty: 5069.884766
	Iteration 17Q: 3 clusters Score -3131636 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3131853.750000 Penalty: 5069.884766
	Iteration 18Q: 3 clusters Score -3131854 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3132028.500000 Penalty: 5069.884766
	Iteration 19Q: 3 clusters Score -3132028 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3132133.750000 Penalty: 5069.884766
	Iteration 20F: 3 clusters Score -3132134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3132213.000000 Penalty: 5069.884766
	Iteration 21Q: 3 clusters Score -3132213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3132241.750000 Penalty: 5069.884766
	Iteration 22Q: 3 clusters Score -3132242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3132262.500000 Penalty: 5069.884766
	Iteration 23Q: 3 clusters Score -3132262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3132275.500000 Penalty: 5069.884766
	Iteration 24Q: 3 clusters Score -3132276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3132291.000000 Penalty: 5069.884766
	Iteration 25Q: 3 clusters Score -3132291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3132291.000000 Penalty: 5069.884766
	Iteration 26Q: 3 clusters Score -3132291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3132299.750000 Penalty: 5069.884766
	Iteration 27Q: 3 clusters Score -3132300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3132304.500000 Penalty: 5069.884766
	Iteration 28Q: 3 clusters Score -3132304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3132304.500000 Penalty: 5069.884766
	Iteration 29Q: 3 clusters Score -3132304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3132303.500000 Penalty: 5069.884766
	Iteration 30Q: 3 clusters Score -3132304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3132312.250000 Penalty: 5069.884766
	Iteration 31Q: 3 clusters Score -3132312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3132309.000000 Penalty: 5069.884766
	Iteration 32Q: 3 clusters Score -3132309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3132304.750000 Penalty: 5069.884766
	Iteration 33Q: 3 clusters Score -3132305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3132312.750000 Penalty: 5069.884766
	Iteration 34Q: 3 clusters Score -3132313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3132309.000000 Penalty: 5069.884766
	Iteration 35Q: 3 clusters Score -3132309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3132309.000000 Penalty: 5069.884766
	Iteration 36F: 3 clusters Score -3132309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -379985.968750 Penalty: 2047.574219
	Iteration 0F: 2 clusters Score -379986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -376267.093750 Penalty: 4095.148438
	Iteration 0F: 3 clusters Score -376267.1 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -377584.843750 Penalty: 4095.148438
	Iteration 1F: 3 clusters Score -377584.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -378171.312500 Penalty: 4095.148438
	Iteration 2F: 3 clusters Score -378171.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -378593.500000 Penalty: 4095.148438
	Iteration 3F: 3 clusters Score -378593.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -378928.187500 Penalty: 4095.148438
	Iteration 4F: 3 clusters Score -378928.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -379111.625000 Penalty: 4095.148438
	Iteration 5F: 3 clusters Score -379111.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -379229.531250 Penalty: 4095.148438
	Iteration 6Q: 3 clusters Score -379229.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -379299.125000 Penalty: 4095.148438
	Iteration 7Q: 3 clusters Score -379299.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -379356.218750 Penalty: 4095.148438
	Iteration 8Q: 3 clusters Score -379356.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -379412.156250 Penalty: 4095.148438
	Iteration 9Q: 3 clusters Score -379412.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -379475.968750 Penalty: 4095.148438
	Iteration 10Q: 3 clusters Score -379476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -379518.281250 Penalty: 4095.148438
	Iteration 11Q: 3 clusters Score -379518.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -379581.812500 Penalty: 4095.148438
	Iteration 12Q: 3 clusters Score -379581.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -379636.625000 Penalty: 4095.148438
	Iteration 13Q: 3 clusters Score -379636.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -379672.250000 Penalty: 4095.148438
	Iteration 14Q: 3 clusters Score -379672.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -379693.843750 Penalty: 4095.148438
	Iteration 15Q: 3 clusters Score -379693.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -379706.031250 Penalty: 4095.148438
	Iteration 16Q: 3 clusters Score -379706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -379711.125000 Penalty: 4095.148438
	Iteration 17Q: 3 clusters Score -379711.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -379716.218750 Penalty: 4095.148438
	Iteration 18Q: 3 clusters Score -379716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -379720.500000 Penalty: 4095.148438
	Iteration 19Q: 3 clusters Score -379720.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -379725.125000 Penalty: 4095.148438
	Iteration 20F: 3 clusters Score -379725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -379728.375000 Penalty: 4095.148438
	Iteration 21Q: 3 clusters Score -379728.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -379732.343750 Penalty: 4095.148438
	Iteration 22Q: 3 clusters Score -379732.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -379736.406250 Penalty: 4095.148438
	Iteration 23Q: 3 clusters Score -379736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -379739.406250 Penalty: 4095.148438
	Iteration 24Q: 3 clusters Score -379739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -379739.125000 Penalty: 4095.148438
	Iteration 25Q: 3 clusters Score -379739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379740.000000 Penalty: 4095.148438
	Iteration 26Q: 3 clusters Score -379740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379740.000000 Penalty: 4095.148438
	Iteration 27F: 3 clusters Score -379740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Entering Unmasked Estep 
Score: -1887996.250000 Penalty: 2430.664795
	Iteration 0F: 2 clusters Score -1887996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1875190.875000 Penalty: 4861.329590
	Iteration 0F: 3 clusters Score -1875191 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1879355.375000 Penalty: 4861.329590
	Iteration 1F: 3 clusters Score -1879355 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1879817.000000 Penalty: 4861.329590
	Iteration 2F: 3 clusters Score -1879817 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1880199.375000 Penalty: 4861.329590
	Iteration 3F: 3 clusters Score -1880199 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1880645.375000 Penalty: 4861.329590
	Iteration 4Q: 3 clusters Score -1880645 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1881260.750000 Penalty: 4861.329590
	Iteration 5F: 3 clusters Score -1881261 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1882068.375000 Penalty: 4861.329590
	Iteration 6F: 3 clusters Score -1882068 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1882940.375000 Penalty: 4861.329590
	Iteration 7F: 3 clusters Score -1882940 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1883753.375000 Penalty: 4861.329590
	Iteration 8F: 3 clusters Score -1883753 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1884433.125000 Penalty: 4861.329590
	Iteration 9F: 3 clusters Score -1884433 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1885008.125000 Penalty: 4861.329590
	Iteration 10Q: 3 clusters Score -1885008 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1885425.250000 Penalty: 4861.329590
	Iteration 11Q: 3 clusters Score -1885425 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1885745.875000 Penalty: 4861.329590
	Iteration 12Q: 3 clusters Score -1885746 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1886008.250000 Penalty: 4861.329590
	Iteration 13Q: 3 clusters Score -1886008 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1886215.750000 Penalty: 4861.329590
	Iteration 14Q: 3 clusters Score -1886216 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1886339.000000 Penalty: 4861.329590
	Iteration 15Q: 3 clusters Score -1886339 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1886419.375000 Penalty: 4861.329590
	Iteration 16Q: 3 clusters Score -1886419 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1886485.125000 Penalty: 4861.329590
	Iteration 17Q: 3 clusters Score -1886485 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1886527.500000 Penalty: 4861.329590
	Iteration 18Q: 3 clusters Score -1886528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1886571.625000 Penalty: 4861.329590
	Iteration 19Q: 3 clusters Score -1886572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1886599.875000 Penalty: 4861.329590
	Iteration 20F: 3 clusters Score -1886600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1886628.000000 Penalty: 4861.329590
	Iteration 21Q: 3 clusters Score -1886628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1886655.250000 Penalty: 4861.329590
	Iteration 22Q: 3 clusters Score -1886655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1886694.500000 Penalty: 4861.329590
	Iteration 23Q: 3 clusters Score -1886694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1886730.625000 Penalty: 4861.329590
	Iteration 24Q: 3 clusters Score -1886731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1886749.375000 Penalty: 4861.329590
	Iteration 25Q: 3 clusters Score -1886749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1886760.000000 Penalty: 4861.329590
	Iteration 26Q: 3 clusters Score -1886760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1886771.875000 Penalty: 4861.329590
	Iteration 27Q: 3 clusters Score -1886772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1886773.000000 Penalty: 4861.329590
	Iteration 28Q: 3 clusters Score -1886773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1886780.250000 Penalty: 4861.329590
	Iteration 29Q: 3 clusters Score -1886780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1886784.875000 Penalty: 4861.329590
	Iteration 30Q: 3 clusters Score -1886785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1886787.125000 Penalty: 4861.329590
	Iteration 31Q: 3 clusters Score -1886787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1886786.875000 Penalty: 4861.329590
	Iteration 32Q: 3 clusters Score -1886787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1886790.625000 Penalty: 4861.329590
	Iteration 33Q: 3 clusters Score -1886791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1886793.000000 Penalty: 4861.329590
	Iteration 34Q: 3 clusters Score -1886793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1886797.875000 Penalty: 4861.329590
	Iteration 35Q: 3 clusters Score -1886798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1886801.375000 Penalty: 4861.329590
	Iteration 36Q: 3 clusters Score -1886801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1886810.375000 Penalty: 4861.329590
	Iteration 37Q: 3 clusters Score -1886810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1886813.875000 Penalty: 4861.329590
	Iteration 38Q: 3 clusters Score -1886814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1886816.000000 Penalty: 4861.329590
	Iteration 39Q: 3 clusters Score -1886816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1886822.000000 Penalty: 4861.329590
	Iteration 40F: 3 clusters Score -1886822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1886825.250000 Penalty: 4861.329590
	Iteration 41Q: 3 clusters Score -1886825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1886829.375000 Penalty: 4861.329590
	Iteration 42Q: 3 clusters Score -1886829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1886830.625000 Penalty: 4861.329590
	Iteration 43Q: 3 clusters Score -1886831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1886835.250000 Penalty: 4861.329590
	Iteration 44Q: 3 clusters Score -1886835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1886837.375000 Penalty: 4861.329590
	Iteration 45Q: 3 clusters Score -1886837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1886836.000000 Penalty: 4861.329590
	Iteration 46Q: 3 clusters Score -1886836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1886837.625000 Penalty: 4861.329590
	Iteration 47Q: 3 clusters Score -1886838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1886840.125000 Penalty: 4861.329590
	Iteration 48Q: 3 clusters Score -1886840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1886840.625000 Penalty: 4861.329590
	Iteration 49Q: 3 clusters Score -1886841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1886840.500000 Penalty: 4861.329590
	Iteration 50Q: 3 clusters Score -1886840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1886841.625000 Penalty: 4861.329590
	Iteration 51Q: 3 clusters Score -1886842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1886842.250000 Penalty: 4861.329590
	Iteration 52Q: 3 clusters Score -1886842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1886843.750000 Penalty: 4861.329590
	Iteration 53Q: 3 clusters Score -1886844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1886843.625000 Penalty: 4861.329590
	Iteration 54Q: 3 clusters Score -1886844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1886845.625000 Penalty: 4861.329590
	Iteration 55Q: 3 clusters Score -1886846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1886844.875000 Penalty: 4861.329590
	Iteration 56Q: 3 clusters Score -1886845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1886844.875000 Penalty: 4861.329590
	Iteration 57F: 3 clusters Score -1886845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Entering Unmasked Estep 
Score: -15802089.000000 Penalty: 2939.601807
	Iteration 0F: 2 clusters Score -1.580209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -15708476.000000 Penalty: 5879.203613
	Iteration 0F: 3 clusters Score -1.570848e+07 nChanged 66845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -15748199.000000 Penalty: 5879.203613
	Iteration 1F: 3 clusters Score -1.57482e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -15751131.000000 Penalty: 5879.203613
	Iteration 2Q: 3 clusters Score -1.575113e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -15756654.000000 Penalty: 5879.203613
	Iteration 3F: 3 clusters Score -1.575665e+07 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 103275 members 
Entering Unmasked Estep 
Score: -15765384.000000 Penalty: 5879.203613
	Iteration 4F: 3 clusters Score -1.576538e+07 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -15777071.000000 Penalty: 5879.203613
	Iteration 5F: 3 clusters Score -1.577707e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 126280 members 
Entering Unmasked Estep 
Score: -15787574.000000 Penalty: 5879.203613
	Iteration 6F: 3 clusters Score -1.578757e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 132831 members 
Entering Unmasked Estep 
Score: -15794380.000000 Penalty: 5879.203613
	Iteration 7Q: 3 clusters Score -1.579438e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 135750 members 
Entering Unmasked Estep 
Score: -15797843.000000 Penalty: 5879.203613
	Iteration 8Q: 3 clusters Score -1.579784e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 136631 members 
Entering Unmasked Estep 
Score: -15799737.000000 Penalty: 5879.203613
	Iteration 9Q: 3 clusters Score -1.579974e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 136646 members 
Entering Unmasked Estep 
Score: -15800504.000000 Penalty: 5879.203613
	Iteration 10Q: 3 clusters Score -1.58005e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 136445 members 
Entering Unmasked Estep 
Score: -15800844.000000 Penalty: 5879.203613
	Iteration 11Q: 3 clusters Score -1.580084e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -15801000.000000 Penalty: 5879.203613
	Iteration 12Q: 3 clusters Score -1.5801e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 136048 members 
Entering Unmasked Estep 
Score: -15801072.000000 Penalty: 5879.203613
	Iteration 13Q: 3 clusters Score -1.580107e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 135872 members 
Entering Unmasked Estep 
Score: -15801107.000000 Penalty: 5879.203613
	Iteration 14Q: 3 clusters Score -1.580111e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 135725 members 
Entering Unmasked Estep 
Score: -15801176.000000 Penalty: 5879.203613
	Iteration 15Q: 3 clusters Score -1.580118e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 135593 members 
Entering Unmasked Estep 
Score: -15801235.000000 Penalty: 5879.203613
	Iteration 16Q: 3 clusters Score -1.580124e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 135478 members 
Entering Unmasked Estep 
Score: -15801274.000000 Penalty: 5879.203613
	Iteration 17Q: 3 clusters Score -1.580127e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -15801253.000000 Penalty: 5879.203613
	Iteration 18Q: 3 clusters Score -1.580125e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 135316 members 
Entering Unmasked Estep 
Score: -15801264.000000 Penalty: 5879.203613
	Iteration 19Q: 3 clusters Score -1.580126e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 135249 members 
Entering Unmasked Estep 
Score: -15801275.000000 Penalty: 5879.203613
	Iteration 20F: 3 clusters Score -1.580128e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 135185 members 
Entering Unmasked Estep 
Score: -15801262.000000 Penalty: 5879.203613
	Iteration 21Q: 3 clusters Score -1.580126e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 135136 members 
Entering Unmasked Estep 
Score: -15801276.000000 Penalty: 5879.203613
	Iteration 22Q: 3 clusters Score -1.580128e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 135084 members 
Entering Unmasked Estep 
Score: -15801267.000000 Penalty: 5879.203613
	Iteration 23Q: 3 clusters Score -1.580127e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 135042 members 
Entering Unmasked Estep 
Score: -15801316.000000 Penalty: 5879.203613
	Iteration 24Q: 3 clusters Score -1.580132e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 135007 members 
Entering Unmasked Estep 
Score: -15801342.000000 Penalty: 5879.203613
	Iteration 25Q: 3 clusters Score -1.580134e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 134964 members 
Entering Unmasked Estep 
Score: -15801310.000000 Penalty: 5879.203613
	Iteration 26Q: 3 clusters Score -1.580131e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 134927 members 
Entering Unmasked Estep 
Score: -15801335.000000 Penalty: 5879.203613
	Iteration 27Q: 3 clusters Score -1.580134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 134893 members 
Entering Unmasked Estep 
Score: -15801322.000000 Penalty: 5879.203613
	Iteration 28Q: 3 clusters Score -1.580132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 134864 members 
Entering Unmasked Estep 
Score: -15801331.000000 Penalty: 5879.203613
	Iteration 29Q: 3 clusters Score -1.580133e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 134842 members 
Entering Unmasked Estep 
Score: -15801325.000000 Penalty: 5879.203613
	Iteration 30Q: 3 clusters Score -1.580132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 134822 members 
Entering Unmasked Estep 
Score: -15801350.000000 Penalty: 5879.203613
	Iteration 31Q: 3 clusters Score -1.580135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -15801354.000000 Penalty: 5879.203613
	Iteration 32Q: 3 clusters Score -1.580135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 134787 members 
Entering Unmasked Estep 
Score: -15801370.000000 Penalty: 5879.203613
	Iteration 33Q: 3 clusters Score -1.580137e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 134761 members 
Entering Unmasked Estep 
Score: -15801362.000000 Penalty: 5879.203613
	Iteration 34Q: 3 clusters Score -1.580136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -15801363.000000 Penalty: 5879.203613
	Iteration 35Q: 3 clusters Score -1.580136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -15801368.000000 Penalty: 5879.203613
	Iteration 36Q: 3 clusters Score -1.580137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 134695 members 
Entering Unmasked Estep 
Score: -15801366.000000 Penalty: 5879.203613
	Iteration 37Q: 3 clusters Score -1.580137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 134685 members 
Entering Unmasked Estep 
Score: -15801367.000000 Penalty: 5879.203613
	Iteration 38Q: 3 clusters Score -1.580137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 134677 members 
Entering Unmasked Estep 
Score: -15801364.000000 Penalty: 5879.203613
	Iteration 39Q: 3 clusters Score -1.580136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 134668 members 
Entering Unmasked Estep 
Score: -15801364.000000 Penalty: 5879.203613
	Iteration 40F: 3 clusters Score -1.580136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 134653 members 
Entering Unmasked Estep 
Score: -15801364.000000 Penalty: 5879.203613
	Iteration 41Q: 3 clusters Score -1.580136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 134640 members 
Entering Unmasked Estep 
Score: -15801376.000000 Penalty: 5879.203613
	Iteration 42Q: 3 clusters Score -1.580138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 134624 members 
Entering Unmasked Estep 
Score: -15801392.000000 Penalty: 5879.203613
	Iteration 43Q: 3 clusters Score -1.580139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 134609 members 
Entering Unmasked Estep 
Score: -15801402.000000 Penalty: 5879.203613
	Iteration 44Q: 3 clusters Score -1.58014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -15801383.000000 Penalty: 5879.203613
	Iteration 45Q: 3 clusters Score -1.580138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 134587 members 
Entering Unmasked Estep 
Score: -15801373.000000 Penalty: 5879.203613
	Iteration 46Q: 3 clusters Score -1.580137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 134579 members 
Entering Unmasked Estep 
Score: -15801386.000000 Penalty: 5879.203613
	Iteration 47Q: 3 clusters Score -1.580139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 134574 members 
Entering Unmasked Estep 
Score: -15801383.000000 Penalty: 5879.203613
	Iteration 48Q: 3 clusters Score -1.580138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 134570 members 
Entering Unmasked Estep 
Score: -15801380.000000 Penalty: 5879.203613
	Iteration 49Q: 3 clusters Score -1.580138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 134566 members 
Entering Unmasked Estep 
Score: -15801377.000000 Penalty: 5879.203613
	Iteration 50Q: 3 clusters Score -1.580138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 134564 members 
Entering Unmasked Estep 
Score: -15801381.000000 Penalty: 5879.203613
	Iteration 51Q: 3 clusters Score -1.580138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 134558 members 
Entering Unmasked Estep 
Score: -15801372.000000 Penalty: 5879.203613
	Iteration 52Q: 3 clusters Score -1.580137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
Score: -15801377.000000 Penalty: 5879.203613
	Iteration 53Q: 3 clusters Score -1.580138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 134550 members 
Entering Unmasked Estep 
Score: -15801369.000000 Penalty: 5879.203613
	Iteration 54Q: 3 clusters Score -1.580137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 134545 members 
Entering Unmasked Estep 
Score: -15801363.000000 Penalty: 5879.203613
	Iteration 55Q: 3 clusters Score -1.580136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 134538 members 
Entering Unmasked Estep 
Score: -15801342.000000 Penalty: 5879.203613
	Iteration 56Q: 3 clusters Score -1.580134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 134534 members 
Entering Unmasked Estep 
Score: -15801348.000000 Penalty: 5879.203613
	Iteration 57Q: 3 clusters Score -1.580135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 134530 members 
Entering Unmasked Estep 
Score: -15801366.000000 Penalty: 5879.203613
	Iteration 58Q: 3 clusters Score -1.580137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 134527 members 
Entering Unmasked Estep 
Score: -15801369.000000 Penalty: 5879.203613
	Iteration 59Q: 3 clusters Score -1.580137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 134524 members 
Entering Unmasked Estep 
Score: -15801365.000000 Penalty: 5879.203613
	Iteration 60F: 3 clusters Score -1.580136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 134519 members 
Entering Unmasked Estep 
Score: -15801363.000000 Penalty: 5879.203613
	Iteration 61Q: 3 clusters Score -1.580136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 134515 members 
Entering Unmasked Estep 
Score: -15801376.000000 Penalty: 5879.203613
	Iteration 62Q: 3 clusters Score -1.580138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -15801364.000000 Penalty: 5879.203613
	Iteration 63Q: 3 clusters Score -1.580136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 134499 members 
Entering Unmasked Estep 
Score: -15801373.000000 Penalty: 5879.203613
	Iteration 64Q: 3 clusters Score -1.580137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -15801371.000000 Penalty: 5879.203613
	Iteration 65Q: 3 clusters Score -1.580137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 134486 members 
Entering Unmasked Estep 
Score: -15801380.000000 Penalty: 5879.203613
	Iteration 66Q: 3 clusters Score -1.580138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 134482 members 
Entering Unmasked Estep 
Score: -15801369.000000 Penalty: 5879.203613
	Iteration 67Q: 3 clusters Score -1.580137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -15801374.000000 Penalty: 5879.203613
	Iteration 68Q: 3 clusters Score -1.580137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 134476 members 
Entering Unmasked Estep 
Score: -15801367.000000 Penalty: 5879.203613
	Iteration 69Q: 3 clusters Score -1.580137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 134473 members 
Entering Unmasked Estep 
Score: -15801373.000000 Penalty: 5879.203613
	Iteration 70Q: 3 clusters Score -1.580137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 134470 members 
Entering Unmasked Estep 
Score: -15801377.000000 Penalty: 5879.203613
	Iteration 71Q: 3 clusters Score -1.580138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 134465 members 
Entering Unmasked Estep 
Score: -15801363.000000 Penalty: 5879.203613
	Iteration 72Q: 3 clusters Score -1.580136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 134462 members 
Entering Unmasked Estep 
Score: -15801366.000000 Penalty: 5879.203613
	Iteration 73Q: 3 clusters Score -1.580137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 134460 members 
Entering Unmasked Estep 
Score: -15801370.000000 Penalty: 5879.203613
	Iteration 74Q: 3 clusters Score -1.580137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -15801366.000000 Penalty: 5879.203613
	Iteration 75Q: 3 clusters Score -1.580137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 134456 members 
Entering Unmasked Estep 
Score: -15801362.000000 Penalty: 5879.203613
	Iteration 76Q: 3 clusters Score -1.580136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 134452 members 
Entering Unmasked Estep 
Score: -15801373.000000 Penalty: 5879.203613
	Iteration 77Q: 3 clusters Score -1.580137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -15801370.000000 Penalty: 5879.203613
	Iteration 78Q: 3 clusters Score -1.580137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -15801371.000000 Penalty: 5879.203613
	Iteration 79Q: 3 clusters Score -1.580137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 134441 members 
Entering Unmasked Estep 
Score: -15801378.000000 Penalty: 5879.203613
	Iteration 80F: 3 clusters Score -1.580138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 134434 members 
Entering Unmasked Estep 
Score: -15801363.000000 Penalty: 5879.203613
	Iteration 81Q: 3 clusters Score -1.580136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -15801350.000000 Penalty: 5879.203613
	Iteration 82Q: 3 clusters Score -1.580135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 134421 members 
Entering Unmasked Estep 
Score: -15801347.000000 Penalty: 5879.203613
	Iteration 83Q: 3 clusters Score -1.580135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 134421 members 
Entering Unmasked Estep 
Score: -15801347.000000 Penalty: 5879.203613
	Iteration 84F: 3 clusters Score -1.580135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -515766.125000 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -515766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -511165.718750 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -511165.7 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -512284.156250 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -512284.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -512545.218750 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -512545.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -512779.937500 Penalty: 4236.484863
	Iteration 3F: 3 clusters Score -512779.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -513000.187500 Penalty: 4236.484863
	Iteration 4F: 3 clusters Score -513000.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -513240.843750 Penalty: 4236.484863
	Iteration 5F: 3 clusters Score -513240.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -513480.812500 Penalty: 4236.484863
	Iteration 6Q: 3 clusters Score -513480.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -513727.062500 Penalty: 4236.484863
	Iteration 7Q: 3 clusters Score -513727.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -513966.468750 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -513966.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -514174.437500 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -514174.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -514363.906250 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -514363.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -514559.000000 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -514559 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -514735.500000 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -514735.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -514898.437500 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -514898.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -514999.531250 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -514999.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -515066.906250 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -515066.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -515113.968750 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -515114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -515143.687500 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -515143.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -515160.031250 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -515160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -515175.250000 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -515175.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -515183.500000 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -515183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -515186.750000 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -515186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -515190.937500 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -515190.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -515193.093750 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -515193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -515194.656250 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -515194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -515195.500000 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -515195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -515196.187500 Penalty: 4236.484863
	Iteration 26Q: 3 clusters Score -515196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -515196.812500 Penalty: 4236.484863
	Iteration 27Q: 3 clusters Score -515196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -515196.812500 Penalty: 4236.484863
	Iteration 28F: 3 clusters Score -515196.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Entering Unmasked Estep 
Score: -1783894.500000 Penalty: 2411.077393
	Iteration 0F: 2 clusters Score -1783894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1771874.250000 Penalty: 4822.154785
	Iteration 0F: 3 clusters Score -1771874 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1775717.500000 Penalty: 4822.154785
	Iteration 1F: 3 clusters Score -1775718 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1776094.750000 Penalty: 4822.154785
	Iteration 2F: 3 clusters Score -1776095 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1776449.000000 Penalty: 4822.154785
	Iteration 3Q: 3 clusters Score -1776449 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1776828.625000 Penalty: 4822.154785
	Iteration 4Q: 3 clusters Score -1776829 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1777232.875000 Penalty: 4822.154785
	Iteration 5Q: 3 clusters Score -1777233 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1777616.625000 Penalty: 4822.154785
	Iteration 6Q: 3 clusters Score -1777617 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1777995.125000 Penalty: 4822.154785
	Iteration 7Q: 3 clusters Score -1777995 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1778297.500000 Penalty: 4822.154785
	Iteration 8Q: 3 clusters Score -1778298 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1778606.125000 Penalty: 4822.154785
	Iteration 9Q: 3 clusters Score -1778606 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1778920.375000 Penalty: 4822.154785
	Iteration 10Q: 3 clusters Score -1778920 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1779225.375000 Penalty: 4822.154785
	Iteration 11Q: 3 clusters Score -1779225 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1779478.125000 Penalty: 4822.154785
	Iteration 12Q: 3 clusters Score -1779478 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1779717.000000 Penalty: 4822.154785
	Iteration 13Q: 3 clusters Score -1779717 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1779952.875000 Penalty: 4822.154785
	Iteration 14Q: 3 clusters Score -1779953 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1780196.375000 Penalty: 4822.154785
	Iteration 15Q: 3 clusters Score -1780196 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1780444.625000 Penalty: 4822.154785
	Iteration 16Q: 3 clusters Score -1780445 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1780667.000000 Penalty: 4822.154785
	Iteration 17Q: 3 clusters Score -1780667 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1780887.750000 Penalty: 4822.154785
	Iteration 18Q: 3 clusters Score -1780888 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1781121.875000 Penalty: 4822.154785
	Iteration 19Q: 3 clusters Score -1781122 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1781297.000000 Penalty: 4822.154785
	Iteration 20F: 3 clusters Score -1781297 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1781450.125000 Penalty: 4822.154785
	Iteration 21Q: 3 clusters Score -1781450 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1781571.875000 Penalty: 4822.154785
	Iteration 22Q: 3 clusters Score -1781572 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1781664.000000 Penalty: 4822.154785
	Iteration 23Q: 3 clusters Score -1781664 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1781739.125000 Penalty: 4822.154785
	Iteration 24Q: 3 clusters Score -1781739 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1781791.375000 Penalty: 4822.154785
	Iteration 25Q: 3 clusters Score -1781791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1781841.750000 Penalty: 4822.154785
	Iteration 26Q: 3 clusters Score -1781842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1781883.000000 Penalty: 4822.154785
	Iteration 27Q: 3 clusters Score -1781883 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1781923.000000 Penalty: 4822.154785
	Iteration 28Q: 3 clusters Score -1781923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1781972.250000 Penalty: 4822.154785
	Iteration 29Q: 3 clusters Score -1781972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1782021.125000 Penalty: 4822.154785
	Iteration 30Q: 3 clusters Score -1782021 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1782068.625000 Penalty: 4822.154785
	Iteration 31Q: 3 clusters Score -1782069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1782120.250000 Penalty: 4822.154785
	Iteration 32Q: 3 clusters Score -1782120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1782151.875000 Penalty: 4822.154785
	Iteration 33Q: 3 clusters Score -1782152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1782174.125000 Penalty: 4822.154785
	Iteration 34Q: 3 clusters Score -1782174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1782184.875000 Penalty: 4822.154785
	Iteration 35Q: 3 clusters Score -1782185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1782197.250000 Penalty: 4822.154785
	Iteration 36Q: 3 clusters Score -1782197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1782209.625000 Penalty: 4822.154785
	Iteration 37Q: 3 clusters Score -1782210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1782232.125000 Penalty: 4822.154785
	Iteration 38Q: 3 clusters Score -1782232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1782246.625000 Penalty: 4822.154785
	Iteration 39Q: 3 clusters Score -1782247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1782261.750000 Penalty: 4822.154785
	Iteration 40F: 3 clusters Score -1782262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1782278.750000 Penalty: 4822.154785
	Iteration 41Q: 3 clusters Score -1782279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1782305.125000 Penalty: 4822.154785
	Iteration 42Q: 3 clusters Score -1782305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1782328.750000 Penalty: 4822.154785
	Iteration 43Q: 3 clusters Score -1782329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1782351.625000 Penalty: 4822.154785
	Iteration 44Q: 3 clusters Score -1782352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1782378.125000 Penalty: 4822.154785
	Iteration 45Q: 3 clusters Score -1782378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1782395.125000 Penalty: 4822.154785
	Iteration 46Q: 3 clusters Score -1782395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1782408.625000 Penalty: 4822.154785
	Iteration 47Q: 3 clusters Score -1782409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1782417.250000 Penalty: 4822.154785
	Iteration 48Q: 3 clusters Score -1782417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1782426.750000 Penalty: 4822.154785
	Iteration 49Q: 3 clusters Score -1782427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1782436.625000 Penalty: 4822.154785
	Iteration 50Q: 3 clusters Score -1782437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1782442.000000 Penalty: 4822.154785
	Iteration 51Q: 3 clusters Score -1782442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1782448.375000 Penalty: 4822.154785
	Iteration 52Q: 3 clusters Score -1782448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1782456.250000 Penalty: 4822.154785
	Iteration 53Q: 3 clusters Score -1782456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1782461.625000 Penalty: 4822.154785
	Iteration 54Q: 3 clusters Score -1782462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1782467.625000 Penalty: 4822.154785
	Iteration 55Q: 3 clusters Score -1782468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1782473.500000 Penalty: 4822.154785
	Iteration 56Q: 3 clusters Score -1782474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1782479.625000 Penalty: 4822.154785
	Iteration 57Q: 3 clusters Score -1782480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1782481.625000 Penalty: 4822.154785
	Iteration 58Q: 3 clusters Score -1782482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1782481.750000 Penalty: 4822.154785
	Iteration 59Q: 3 clusters Score -1782482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1782482.500000 Penalty: 4822.154785
	Iteration 60F: 3 clusters Score -1782482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1782482.250000 Penalty: 4822.154785
	Iteration 61Q: 3 clusters Score -1782482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1782484.625000 Penalty: 4822.154785
	Iteration 62Q: 3 clusters Score -1782485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1782484.000000 Penalty: 4822.154785
	Iteration 63Q: 3 clusters Score -1782484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1782484.000000 Penalty: 4822.154785
	Iteration 64F: 3 clusters Score -1782484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108493 members 
Entering Unmasked Estep 
Score: -12211863.000000 Penalty: 2875.421143
	Iteration 0F: 2 clusters Score -1.221186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -12139215.000000 Penalty: 5750.842285
	Iteration 0F: 3 clusters Score -1.213922e+07 nChanged 51426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -12168247.000000 Penalty: 5750.842285
	Iteration 1F: 3 clusters Score -1.216825e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -12169101.000000 Penalty: 5750.842285
	Iteration 2Q: 3 clusters Score -1.21691e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -12170026.000000 Penalty: 5750.842285
	Iteration 3Q: 3 clusters Score -1.217003e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -12171555.000000 Penalty: 5750.842285
	Iteration 4Q: 3 clusters Score -1.217156e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -12174174.000000 Penalty: 5750.842285
	Iteration 5Q: 3 clusters Score -1.217417e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -12178640.000000 Penalty: 5750.842285
	Iteration 6F: 3 clusters Score -1.217864e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -12186050.000000 Penalty: 5750.842285
	Iteration 7F: 3 clusters Score -1.218605e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 93561 members 
Entering Unmasked Estep 
Score: -12195261.000000 Penalty: 5750.842285
	Iteration 8F: 3 clusters Score -1.219526e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -12202874.000000 Penalty: 5750.842285
	Iteration 9F: 3 clusters Score -1.220287e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -12206766.000000 Penalty: 5750.842285
	Iteration 10Q: 3 clusters Score -1.220677e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -12208361.000000 Penalty: 5750.842285
	Iteration 11Q: 3 clusters Score -1.220836e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -12209028.000000 Penalty: 5750.842285
	Iteration 12Q: 3 clusters Score -1.220903e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -12209331.000000 Penalty: 5750.842285
	Iteration 13Q: 3 clusters Score -1.220933e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -12209474.000000 Penalty: 5750.842285
	Iteration 14Q: 3 clusters Score -1.220947e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 107790 members 
Entering Unmasked Estep 
Score: -12209538.000000 Penalty: 5750.842285
	Iteration 15Q: 3 clusters Score -1.220954e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -12209570.000000 Penalty: 5750.842285
	Iteration 16Q: 3 clusters Score -1.220957e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 107833 members 
Entering Unmasked Estep 
Score: -12209623.000000 Penalty: 5750.842285
	Iteration 17Q: 3 clusters Score -1.220962e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 107837 members 
Entering Unmasked Estep 
Score: -12209641.000000 Penalty: 5750.842285
	Iteration 18Q: 3 clusters Score -1.220964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 107833 members 
Entering Unmasked Estep 
Score: -12209662.000000 Penalty: 5750.842285
	Iteration 19Q: 3 clusters Score -1.220966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -12209661.000000 Penalty: 5750.842285
	Iteration 20F: 3 clusters Score -1.220966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -12209676.000000 Penalty: 5750.842285
	Iteration 21Q: 3 clusters Score -1.220968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -12209678.000000 Penalty: 5750.842285
	Iteration 22Q: 3 clusters Score -1.220968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -12209700.000000 Penalty: 5750.842285
	Iteration 23Q: 3 clusters Score -1.22097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -12209695.000000 Penalty: 5750.842285
	Iteration 24Q: 3 clusters Score -1.22097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -12209700.000000 Penalty: 5750.842285
	Iteration 25Q: 3 clusters Score -1.22097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 107823 members 
Entering Unmasked Estep 
Score: -12209689.000000 Penalty: 5750.842285
	Iteration 26Q: 3 clusters Score -1.220969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -12209697.000000 Penalty: 5750.842285
	Iteration 27Q: 3 clusters Score -1.22097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -12209720.000000 Penalty: 5750.842285
	Iteration 28Q: 3 clusters Score -1.220972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -12209712.000000 Penalty: 5750.842285
	Iteration 29Q: 3 clusters Score -1.220971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -12209717.000000 Penalty: 5750.842285
	Iteration 30Q: 3 clusters Score -1.220972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -12209734.000000 Penalty: 5750.842285
	Iteration 31Q: 3 clusters Score -1.220973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -12209734.000000 Penalty: 5750.842285
	Iteration 32Q: 3 clusters Score -1.220973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -12209740.000000 Penalty: 5750.842285
	Iteration 33Q: 3 clusters Score -1.220974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 107804 members 
Entering Unmasked Estep 
Score: -12209732.000000 Penalty: 5750.842285
	Iteration 34Q: 3 clusters Score -1.220973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 107796 members 
Entering Unmasked Estep 
Score: -12209748.000000 Penalty: 5750.842285
	Iteration 35Q: 3 clusters Score -1.220975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 107791 members 
Entering Unmasked Estep 
Score: -12209768.000000 Penalty: 5750.842285
	Iteration 36Q: 3 clusters Score -1.220977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -12209773.000000 Penalty: 5750.842285
	Iteration 37Q: 3 clusters Score -1.220977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -12209776.000000 Penalty: 5750.842285
	Iteration 38Q: 3 clusters Score -1.220978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 107783 members 
Entering Unmasked Estep 
Score: -12209790.000000 Penalty: 5750.842285
	Iteration 39Q: 3 clusters Score -1.220979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -12209795.000000 Penalty: 5750.842285
	Iteration 40F: 3 clusters Score -1.22098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -12209788.000000 Penalty: 5750.842285
	Iteration 41Q: 3 clusters Score -1.220979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -12209792.000000 Penalty: 5750.842285
	Iteration 42Q: 3 clusters Score -1.220979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -12209792.000000 Penalty: 5750.842285
	Iteration 43Q: 3 clusters Score -1.220979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -12209798.000000 Penalty: 5750.842285
	Iteration 44Q: 3 clusters Score -1.22098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 107770 members 
Entering Unmasked Estep 
Score: -12209796.000000 Penalty: 5750.842285
	Iteration 45Q: 3 clusters Score -1.22098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 107769 members 
Entering Unmasked Estep 
Score: -12209797.000000 Penalty: 5750.842285
	Iteration 46Q: 3 clusters Score -1.22098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -12209797.000000 Penalty: 5750.842285
	Iteration 47Q: 3 clusters Score -1.22098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -12209803.000000 Penalty: 5750.842285
	Iteration 48Q: 3 clusters Score -1.22098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -12209806.000000 Penalty: 5750.842285
	Iteration 49Q: 3 clusters Score -1.220981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -12209804.000000 Penalty: 5750.842285
	Iteration 50Q: 3 clusters Score -1.22098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -12209811.000000 Penalty: 5750.842285
	Iteration 51Q: 3 clusters Score -1.220981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -12209796.000000 Penalty: 5750.842285
	Iteration 52Q: 3 clusters Score -1.22098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 107770 members 
Entering Unmasked Estep 
Score: -12209794.000000 Penalty: 5750.842285
	Iteration 53Q: 3 clusters Score -1.220979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 107770 members 
Entering Unmasked Estep 
Score: -12209794.000000 Penalty: 5750.842285
	Iteration 54F: 3 clusters Score -1.220979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -48012.742188 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -48012.74 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 227 members 
Entering Unmasked Estep 
Score: -46524.113281 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46524.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46675.187500 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46675.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46718.335938 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46718.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46753.386719 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46753.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46767.144531 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46767.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46775.367188 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46775.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46776.457031 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -46776.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46776.457031 Penalty: 3037.843018
	Iteration 7F: 3 clusters Score -46776.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Entering Unmasked Estep 
Score: -1059660.625000 Penalty: 2306.807373
	Iteration 0F: 2 clusters Score -1059661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1051345.875000 Penalty: 4613.614746
	Iteration 0F: 3 clusters Score -1051346 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1054058.750000 Penalty: 4613.614746
	Iteration 1F: 3 clusters Score -1054059 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1054558.750000 Penalty: 4613.614746
	Iteration 2F: 3 clusters Score -1054559 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1054992.625000 Penalty: 4613.614746
	Iteration 3F: 3 clusters Score -1054993 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1055413.000000 Penalty: 4613.614746
	Iteration 4F: 3 clusters Score -1055413 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1055872.000000 Penalty: 4613.614746
	Iteration 5F: 3 clusters Score -1055872 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1056530.500000 Penalty: 4613.614746
	Iteration 6F: 3 clusters Score -1056530 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1057270.875000 Penalty: 4613.614746
	Iteration 7F: 3 clusters Score -1057271 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1057896.000000 Penalty: 4613.614746
	Iteration 8F: 3 clusters Score -1057896 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1058330.125000 Penalty: 4613.614746
	Iteration 9Q: 3 clusters Score -1058330 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1058612.000000 Penalty: 4613.614746
	Iteration 10Q: 3 clusters Score -1058612 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1058745.500000 Penalty: 4613.614746
	Iteration 11Q: 3 clusters Score -1058746 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1058818.625000 Penalty: 4613.614746
	Iteration 12Q: 3 clusters Score -1058819 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1058867.500000 Penalty: 4613.614746
	Iteration 13Q: 3 clusters Score -1058868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1058889.875000 Penalty: 4613.614746
	Iteration 14Q: 3 clusters Score -1058890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1058911.750000 Penalty: 4613.614746
	Iteration 15Q: 3 clusters Score -1058912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1058916.125000 Penalty: 4613.614746
	Iteration 16Q: 3 clusters Score -1058916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1058923.750000 Penalty: 4613.614746
	Iteration 17Q: 3 clusters Score -1058924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1058931.125000 Penalty: 4613.614746
	Iteration 18Q: 3 clusters Score -1058931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1058933.750000 Penalty: 4613.614746
	Iteration 19Q: 3 clusters Score -1058934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1058935.750000 Penalty: 4613.614746
	Iteration 20F: 3 clusters Score -1058936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1058938.500000 Penalty: 4613.614746
	Iteration 21Q: 3 clusters Score -1058938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1058939.750000 Penalty: 4613.614746
	Iteration 22Q: 3 clusters Score -1058940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1058940.375000 Penalty: 4613.614746
	Iteration 23Q: 3 clusters Score -1058940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1058942.375000 Penalty: 4613.614746
	Iteration 24Q: 3 clusters Score -1058942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1058944.000000 Penalty: 4613.614746
	Iteration 25Q: 3 clusters Score -1058944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1058942.375000 Penalty: 4613.614746
	Iteration 26Q: 3 clusters Score -1058942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1058942.875000 Penalty: 4613.614746
	Iteration 27Q: 3 clusters Score -1058943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1058943.125000 Penalty: 4613.614746
	Iteration 28Q: 3 clusters Score -1058943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1058941.500000 Penalty: 4613.614746
	Iteration 29Q: 3 clusters Score -1058942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1058944.125000 Penalty: 4613.614746
	Iteration 30Q: 3 clusters Score -1058944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1058944.125000 Penalty: 4613.614746
	Iteration 31F: 3 clusters Score -1058944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -727616.562500 Penalty: 2185.067871
	Iteration 0F: 2 clusters Score -727616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -721975.750000 Penalty: 4370.135742
	Iteration 0F: 3 clusters Score -721975.8 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -723437.812500 Penalty: 4370.135742
	Iteration 1F: 3 clusters Score -723437.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -723743.062500 Penalty: 4370.135742
	Iteration 2F: 3 clusters Score -723743.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -724045.812500 Penalty: 4370.135742
	Iteration 3F: 3 clusters Score -724045.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -724423.562500 Penalty: 4370.135742
	Iteration 4F: 3 clusters Score -724423.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -724814.250000 Penalty: 4370.135742
	Iteration 5F: 3 clusters Score -724814.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -725154.500000 Penalty: 4370.135742
	Iteration 6F: 3 clusters Score -725154.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -725407.625000 Penalty: 4370.135742
	Iteration 7F: 3 clusters Score -725407.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -725569.500000 Penalty: 4370.135742
	Iteration 8Q: 3 clusters Score -725569.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -725692.875000 Penalty: 4370.135742
	Iteration 9Q: 3 clusters Score -725692.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -725773.875000 Penalty: 4370.135742
	Iteration 10Q: 3 clusters Score -725773.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -725825.187500 Penalty: 4370.135742
	Iteration 11Q: 3 clusters Score -725825.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -725859.875000 Penalty: 4370.135742
	Iteration 12Q: 3 clusters Score -725859.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -725890.875000 Penalty: 4370.135742
	Iteration 13Q: 3 clusters Score -725890.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -725924.187500 Penalty: 4370.135742
	Iteration 14Q: 3 clusters Score -725924.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -725948.937500 Penalty: 4370.135742
	Iteration 15Q: 3 clusters Score -725948.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -725967.125000 Penalty: 4370.135742
	Iteration 16Q: 3 clusters Score -725967.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -725980.187500 Penalty: 4370.135742
	Iteration 17Q: 3 clusters Score -725980.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -725990.625000 Penalty: 4370.135742
	Iteration 18Q: 3 clusters Score -725990.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -726000.500000 Penalty: 4370.135742
	Iteration 19Q: 3 clusters Score -726000.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -726012.000000 Penalty: 4370.135742
	Iteration 20F: 3 clusters Score -726012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -726025.562500 Penalty: 4370.135742
	Iteration 21Q: 3 clusters Score -726025.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -726037.000000 Penalty: 4370.135742
	Iteration 22Q: 3 clusters Score -726037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -726047.375000 Penalty: 4370.135742
	Iteration 23Q: 3 clusters Score -726047.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -726055.375000 Penalty: 4370.135742
	Iteration 24Q: 3 clusters Score -726055.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -726061.500000 Penalty: 4370.135742
	Iteration 25Q: 3 clusters Score -726061.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -726067.500000 Penalty: 4370.135742
	Iteration 26Q: 3 clusters Score -726067.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -726072.812500 Penalty: 4370.135742
	Iteration 27Q: 3 clusters Score -726072.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -726078.312500 Penalty: 4370.135742
	Iteration 28Q: 3 clusters Score -726078.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -726081.312500 Penalty: 4370.135742
	Iteration 29Q: 3 clusters Score -726081.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -726087.500000 Penalty: 4370.135742
	Iteration 30Q: 3 clusters Score -726087.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -726091.500000 Penalty: 4370.135742
	Iteration 31Q: 3 clusters Score -726091.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -726096.812500 Penalty: 4370.135742
	Iteration 32Q: 3 clusters Score -726096.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -726108.000000 Penalty: 4370.135742
	Iteration 33Q: 3 clusters Score -726108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -726114.250000 Penalty: 4370.135742
	Iteration 34Q: 3 clusters Score -726114.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -726123.000000 Penalty: 4370.135742
	Iteration 35Q: 3 clusters Score -726123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -726130.250000 Penalty: 4370.135742
	Iteration 36Q: 3 clusters Score -726130.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -726131.750000 Penalty: 4370.135742
	Iteration 37Q: 3 clusters Score -726131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -726135.187500 Penalty: 4370.135742
	Iteration 38Q: 3 clusters Score -726135.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -726136.750000 Penalty: 4370.135742
	Iteration 39Q: 3 clusters Score -726136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -726141.562500 Penalty: 4370.135742
	Iteration 40F: 3 clusters Score -726141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -726144.500000 Penalty: 4370.135742
	Iteration 41Q: 3 clusters Score -726144.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -726145.500000 Penalty: 4370.135742
	Iteration 42Q: 3 clusters Score -726145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -726148.437500 Penalty: 4370.135742
	Iteration 43Q: 3 clusters Score -726148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -726150.312500 Penalty: 4370.135742
	Iteration 44Q: 3 clusters Score -726150.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -726151.625000 Penalty: 4370.135742
	Iteration 45Q: 3 clusters Score -726151.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -726157.000000 Penalty: 4370.135742
	Iteration 46Q: 3 clusters Score -726157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -726161.500000 Penalty: 4370.135742
	Iteration 47Q: 3 clusters Score -726161.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -726166.375000 Penalty: 4370.135742
	Iteration 48Q: 3 clusters Score -726166.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -726177.250000 Penalty: 4370.135742
	Iteration 49Q: 3 clusters Score -726177.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -726187.125000 Penalty: 4370.135742
	Iteration 50Q: 3 clusters Score -726187.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -726195.375000 Penalty: 4370.135742
	Iteration 51Q: 3 clusters Score -726195.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -726209.875000 Penalty: 4370.135742
	Iteration 52Q: 3 clusters Score -726209.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -726225.375000 Penalty: 4370.135742
	Iteration 53Q: 3 clusters Score -726225.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -726237.375000 Penalty: 4370.135742
	Iteration 54Q: 3 clusters Score -726237.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -726246.250000 Penalty: 4370.135742
	Iteration 55Q: 3 clusters Score -726246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -726258.312500 Penalty: 4370.135742
	Iteration 56Q: 3 clusters Score -726258.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -726282.187500 Penalty: 4370.135742
	Iteration 57Q: 3 clusters Score -726282.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -726308.937500 Penalty: 4370.135742
	Iteration 58Q: 3 clusters Score -726308.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -726340.812500 Penalty: 4370.135742
	Iteration 59Q: 3 clusters Score -726340.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -726375.187500 Penalty: 4370.135742
	Iteration 60F: 3 clusters Score -726375.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -726419.000000 Penalty: 4370.135742
	Iteration 61Q: 3 clusters Score -726419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -726451.687500 Penalty: 4370.135742
	Iteration 62Q: 3 clusters Score -726451.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -726480.500000 Penalty: 4370.135742
	Iteration 63Q: 3 clusters Score -726480.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -726505.562500 Penalty: 4370.135742
	Iteration 64Q: 3 clusters Score -726505.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -726517.625000 Penalty: 4370.135742
	Iteration 65Q: 3 clusters Score -726517.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -726537.875000 Penalty: 4370.135742
	Iteration 66Q: 3 clusters Score -726537.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -726553.750000 Penalty: 4370.135742
	Iteration 67Q: 3 clusters Score -726553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -726561.687500 Penalty: 4370.135742
	Iteration 68Q: 3 clusters Score -726561.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -726568.625000 Penalty: 4370.135742
	Iteration 69Q: 3 clusters Score -726568.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -726575.187500 Penalty: 4370.135742
	Iteration 70Q: 3 clusters Score -726575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -726580.000000 Penalty: 4370.135742
	Iteration 71Q: 3 clusters Score -726580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -726582.687500 Penalty: 4370.135742
	Iteration 72Q: 3 clusters Score -726582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -726586.562500 Penalty: 4370.135742
	Iteration 73Q: 3 clusters Score -726586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -726587.875000 Penalty: 4370.135742
	Iteration 74Q: 3 clusters Score -726587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -726589.562500 Penalty: 4370.135742
	Iteration 75Q: 3 clusters Score -726589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -726589.562500 Penalty: 4370.135742
	Iteration 76F: 3 clusters Score -726589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Entering Unmasked Estep 
Score: -1788787.250000 Penalty: 2397.605957
	Iteration 0F: 2 clusters Score -1788787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1777490.375000 Penalty: 4795.211914
	Iteration 0F: 3 clusters Score -1777490 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1781122.250000 Penalty: 4795.211914
	Iteration 1F: 3 clusters Score -1781122 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1781491.375000 Penalty: 4795.211914
	Iteration 2F: 3 clusters Score -1781491 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1781763.375000 Penalty: 4795.211914
	Iteration 3Q: 3 clusters Score -1781763 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1782023.625000 Penalty: 4795.211914
	Iteration 4Q: 3 clusters Score -1782024 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1782333.750000 Penalty: 4795.211914
	Iteration 5Q: 3 clusters Score -1782334 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1782777.750000 Penalty: 4795.211914
	Iteration 6Q: 3 clusters Score -1782778 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1783250.750000 Penalty: 4795.211914
	Iteration 7Q: 3 clusters Score -1783251 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1783668.250000 Penalty: 4795.211914
	Iteration 8Q: 3 clusters Score -1783668 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1784098.625000 Penalty: 4795.211914
	Iteration 9Q: 3 clusters Score -1784099 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1784560.375000 Penalty: 4795.211914
	Iteration 10Q: 3 clusters Score -1784560 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1785039.125000 Penalty: 4795.211914
	Iteration 11Q: 3 clusters Score -1785039 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1785504.375000 Penalty: 4795.211914
	Iteration 12Q: 3 clusters Score -1785504 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1785936.250000 Penalty: 4795.211914
	Iteration 13Q: 3 clusters Score -1785936 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1786365.875000 Penalty: 4795.211914
	Iteration 14Q: 3 clusters Score -1786366 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1786816.250000 Penalty: 4795.211914
	Iteration 15Q: 3 clusters Score -1786816 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1787269.500000 Penalty: 4795.211914
	Iteration 16Q: 3 clusters Score -1787270 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1787613.000000 Penalty: 4795.211914
	Iteration 17Q: 3 clusters Score -1787613 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1787839.625000 Penalty: 4795.211914
	Iteration 18Q: 3 clusters Score -1787840 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1787995.375000 Penalty: 4795.211914
	Iteration 19Q: 3 clusters Score -1787995 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1788133.625000 Penalty: 4795.211914
	Iteration 20F: 3 clusters Score -1788134 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1788315.250000 Penalty: 4795.211914
	Iteration 21Q: 3 clusters Score -1788315 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1788503.500000 Penalty: 4795.211914
	Iteration 22Q: 3 clusters Score -1788504 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1788624.625000 Penalty: 4795.211914
	Iteration 23Q: 3 clusters Score -1788625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1788655.125000 Penalty: 4795.211914
	Iteration 24Q: 3 clusters Score -1788655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1788673.125000 Penalty: 4795.211914
	Iteration 25Q: 3 clusters Score -1788673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1788674.625000 Penalty: 4795.211914
	Iteration 26Q: 3 clusters Score -1788675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1788682.500000 Penalty: 4795.211914
	Iteration 27Q: 3 clusters Score -1788682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1788690.250000 Penalty: 4795.211914
	Iteration 28Q: 3 clusters Score -1788690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1788690.500000 Penalty: 4795.211914
	Iteration 29Q: 3 clusters Score -1788690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1788694.250000 Penalty: 4795.211914
	Iteration 30Q: 3 clusters Score -1788694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1788698.750000 Penalty: 4795.211914
	Iteration 31Q: 3 clusters Score -1788699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1788696.875000 Penalty: 4795.211914
	Iteration 32Q: 3 clusters Score -1788697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1788698.125000 Penalty: 4795.211914
	Iteration 33Q: 3 clusters Score -1788698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1788703.875000 Penalty: 4795.211914
	Iteration 34Q: 3 clusters Score -1788704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1788703.625000 Penalty: 4795.211914
	Iteration 35Q: 3 clusters Score -1788704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1788703.625000 Penalty: 4795.211914
	Iteration 36Q: 3 clusters Score -1788704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1788704.500000 Penalty: 4795.211914
	Iteration 37Q: 3 clusters Score -1788704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1788701.875000 Penalty: 4795.211914
	Iteration 38Q: 3 clusters Score -1788702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1788701.875000 Penalty: 4795.211914
	Iteration 39F: 3 clusters Score -1788702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Entering Unmasked Estep 
Score: -1057497.625000 Penalty: 2268.792969
	Iteration 0F: 2 clusters Score -1057498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1050161.625000 Penalty: 4537.585938
	Iteration 0F: 3 clusters Score -1050162 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1052285.375000 Penalty: 4537.585938
	Iteration 1F: 3 clusters Score -1052285 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1052645.125000 Penalty: 4537.585938
	Iteration 2F: 3 clusters Score -1052645 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1052958.500000 Penalty: 4537.585938
	Iteration 3F: 3 clusters Score -1052958 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1053284.375000 Penalty: 4537.585938
	Iteration 4F: 3 clusters Score -1053284 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1053655.750000 Penalty: 4537.585938
	Iteration 5F: 3 clusters Score -1053656 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1054162.500000 Penalty: 4537.585938
	Iteration 6F: 3 clusters Score -1054162 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1054670.625000 Penalty: 4537.585938
	Iteration 7F: 3 clusters Score -1054671 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1055094.375000 Penalty: 4537.585938
	Iteration 8F: 3 clusters Score -1055094 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1055455.375000 Penalty: 4537.585938
	Iteration 9Q: 3 clusters Score -1055455 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1055749.750000 Penalty: 4537.585938
	Iteration 10Q: 3 clusters Score -1055750 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1056013.250000 Penalty: 4537.585938
	Iteration 11Q: 3 clusters Score -1056013 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1056285.000000 Penalty: 4537.585938
	Iteration 12Q: 3 clusters Score -1056285 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1056602.375000 Penalty: 4537.585938
	Iteration 13Q: 3 clusters Score -1056602 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1056873.500000 Penalty: 4537.585938
	Iteration 14Q: 3 clusters Score -1056874 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1057012.625000 Penalty: 4537.585938
	Iteration 15Q: 3 clusters Score -1057013 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1057094.750000 Penalty: 4537.585938
	Iteration 16Q: 3 clusters Score -1057095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1057138.500000 Penalty: 4537.585938
	Iteration 17Q: 3 clusters Score -1057138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1057157.250000 Penalty: 4537.585938
	Iteration 18Q: 3 clusters Score -1057157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1057167.375000 Penalty: 4537.585938
	Iteration 19Q: 3 clusters Score -1057167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1057170.750000 Penalty: 4537.585938
	Iteration 20F: 3 clusters Score -1057171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1057174.375000 Penalty: 4537.585938
	Iteration 21Q: 3 clusters Score -1057174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1057176.375000 Penalty: 4537.585938
	Iteration 22Q: 3 clusters Score -1057176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1057177.875000 Penalty: 4537.585938
	Iteration 23Q: 3 clusters Score -1057178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1057177.875000 Penalty: 4537.585938
	Iteration 24F: 3 clusters Score -1057178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (212136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212136 members 
Entering Unmasked Estep 
Score: -24371606.000000 Penalty: 3041.715820
	Iteration 0F: 2 clusters Score -2.437161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -24249228.000000 Penalty: 6083.431641
	Iteration 0F: 3 clusters Score -2.424923e+07 nChanged 102471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -24310388.000000 Penalty: 6083.431641
	Iteration 1F: 3 clusters Score -2.431039e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121274 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -24312792.000000 Penalty: 6083.431641
	Iteration 2Q: 3 clusters Score -2.431279e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130668 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -24317590.000000 Penalty: 6083.431641
	Iteration 3Q: 3 clusters Score -2.431759e+07 nChanged 14518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144518 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -24326842.000000 Penalty: 6083.431641
	Iteration 4F: 3 clusters Score -2.432684e+07 nChanged 18483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162569 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -24340532.000000 Penalty: 6083.431641
	Iteration 5F: 3 clusters Score -2.434053e+07 nChanged 19473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181848 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -24352398.000000 Penalty: 6083.431641
	Iteration 6F: 3 clusters Score -2.43524e+07 nChanged 14852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196588 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -24360070.000000 Penalty: 6083.431641
	Iteration 7F: 3 clusters Score -2.436007e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204947 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -24364508.000000 Penalty: 6083.431641
	Iteration 8Q: 3 clusters Score -2.436451e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208808 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -24366794.000000 Penalty: 6083.431641
	Iteration 9Q: 3 clusters Score -2.436679e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210351 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -24367812.000000 Penalty: 6083.431641
	Iteration 10Q: 3 clusters Score -2.436781e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210983 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -24368356.000000 Penalty: 6083.431641
	Iteration 11Q: 3 clusters Score -2.436836e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211260 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -24368680.000000 Penalty: 6083.431641
	Iteration 12Q: 3 clusters Score -2.436868e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211376 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -24368774.000000 Penalty: 6083.431641
	Iteration 13Q: 3 clusters Score -2.436877e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211430 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -24368902.000000 Penalty: 6083.431641
	Iteration 14Q: 3 clusters Score -2.43689e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211472 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -24369006.000000 Penalty: 6083.431641
	Iteration 15Q: 3 clusters Score -2.436901e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211500 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -24369028.000000 Penalty: 6083.431641
	Iteration 16Q: 3 clusters Score -2.436903e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211516 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -24369068.000000 Penalty: 6083.431641
	Iteration 17Q: 3 clusters Score -2.436907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211539 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -24369088.000000 Penalty: 6083.431641
	Iteration 18Q: 3 clusters Score -2.436909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211548 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -24369100.000000 Penalty: 6083.431641
	Iteration 19Q: 3 clusters Score -2.43691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211555 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -24369110.000000 Penalty: 6083.431641
	Iteration 20F: 3 clusters Score -2.436911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211564 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -24369124.000000 Penalty: 6083.431641
	Iteration 21Q: 3 clusters Score -2.436912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211574 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -24369136.000000 Penalty: 6083.431641
	Iteration 22Q: 3 clusters Score -2.436914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211577 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -24369144.000000 Penalty: 6083.431641
	Iteration 23Q: 3 clusters Score -2.436914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211577 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -24369152.000000 Penalty: 6083.431641
	Iteration 24Q: 3 clusters Score -2.436915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211581 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -24369160.000000 Penalty: 6083.431641
	Iteration 25Q: 3 clusters Score -2.436916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211583 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -24369156.000000 Penalty: 6083.431641
	Iteration 26Q: 3 clusters Score -2.436916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211584 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -24369156.000000 Penalty: 6083.431641
	Iteration 27Q: 3 clusters Score -2.436916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211585 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -24369174.000000 Penalty: 6083.431641
	Iteration 28Q: 3 clusters Score -2.436917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211581 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -24369184.000000 Penalty: 6083.431641
	Iteration 29Q: 3 clusters Score -2.436918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211580 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -24369174.000000 Penalty: 6083.431641
	Iteration 30Q: 3 clusters Score -2.436917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211580 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -24369174.000000 Penalty: 6083.431641
	Iteration 31F: 3 clusters Score -2.436917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Entering Unmasked Estep 
Score: -2726014.500000 Penalty: 2499.424072
	Iteration 0F: 2 clusters Score -2726014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2709578.500000 Penalty: 4998.848145
	Iteration 0F: 3 clusters Score -2709578 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2715202.750000 Penalty: 4998.848145
	Iteration 1F: 3 clusters Score -2715203 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2715694.750000 Penalty: 4998.848145
	Iteration 2F: 3 clusters Score -2715695 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2716187.000000 Penalty: 4998.848145
	Iteration 3Q: 3 clusters Score -2716187 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2716723.500000 Penalty: 4998.848145
	Iteration 4Q: 3 clusters Score -2716724 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2717300.250000 Penalty: 4998.848145
	Iteration 5Q: 3 clusters Score -2717300 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2718006.500000 Penalty: 4998.848145
	Iteration 6F: 3 clusters Score -2718006 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2718751.250000 Penalty: 4998.848145
	Iteration 7F: 3 clusters Score -2718751 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2719596.750000 Penalty: 4998.848145
	Iteration 8Q: 3 clusters Score -2719597 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2720499.500000 Penalty: 4998.848145
	Iteration 9Q: 3 clusters Score -2720500 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2721240.000000 Penalty: 4998.848145
	Iteration 10Q: 3 clusters Score -2721240 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2721829.500000 Penalty: 4998.848145
	Iteration 11Q: 3 clusters Score -2721830 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2722254.000000 Penalty: 4998.848145
	Iteration 12Q: 3 clusters Score -2722254 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2722502.750000 Penalty: 4998.848145
	Iteration 13Q: 3 clusters Score -2722503 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2722660.250000 Penalty: 4998.848145
	Iteration 14Q: 3 clusters Score -2722660 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2722784.750000 Penalty: 4998.848145
	Iteration 15Q: 3 clusters Score -2722785 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2722901.250000 Penalty: 4998.848145
	Iteration 16Q: 3 clusters Score -2722901 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2722978.250000 Penalty: 4998.848145
	Iteration 17Q: 3 clusters Score -2722978 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2723033.000000 Penalty: 4998.848145
	Iteration 18Q: 3 clusters Score -2723033 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2723086.750000 Penalty: 4998.848145
	Iteration 19Q: 3 clusters Score -2723087 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2723141.000000 Penalty: 4998.848145
	Iteration 20F: 3 clusters Score -2723141 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2723185.250000 Penalty: 4998.848145
	Iteration 21Q: 3 clusters Score -2723185 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2723229.250000 Penalty: 4998.848145
	Iteration 22Q: 3 clusters Score -2723229 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2723280.750000 Penalty: 4998.848145
	Iteration 23Q: 3 clusters Score -2723281 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2723331.500000 Penalty: 4998.848145
	Iteration 24Q: 3 clusters Score -2723332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2723377.500000 Penalty: 4998.848145
	Iteration 25Q: 3 clusters Score -2723378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2723437.500000 Penalty: 4998.848145
	Iteration 26Q: 3 clusters Score -2723438 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2723510.000000 Penalty: 4998.848145
	Iteration 27Q: 3 clusters Score -2723510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2723613.750000 Penalty: 4998.848145
	Iteration 28Q: 3 clusters Score -2723614 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2723730.250000 Penalty: 4998.848145
	Iteration 29Q: 3 clusters Score -2723730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2723836.500000 Penalty: 4998.848145
	Iteration 30Q: 3 clusters Score -2723836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2723896.750000 Penalty: 4998.848145
	Iteration 31Q: 3 clusters Score -2723897 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2723933.750000 Penalty: 4998.848145
	Iteration 32Q: 3 clusters Score -2723934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2723975.750000 Penalty: 4998.848145
	Iteration 33Q: 3 clusters Score -2723976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2723986.500000 Penalty: 4998.848145
	Iteration 34Q: 3 clusters Score -2723986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2723999.250000 Penalty: 4998.848145
	Iteration 35Q: 3 clusters Score -2723999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2724017.750000 Penalty: 4998.848145
	Iteration 36Q: 3 clusters Score -2724018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2724024.250000 Penalty: 4998.848145
	Iteration 37Q: 3 clusters Score -2724024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2724024.250000 Penalty: 4998.848145
	Iteration 38Q: 3 clusters Score -2724024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2724031.750000 Penalty: 4998.848145
	Iteration 39Q: 3 clusters Score -2724032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2724039.250000 Penalty: 4998.848145
	Iteration 40F: 3 clusters Score -2724039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2724043.000000 Penalty: 4998.848145
	Iteration 41Q: 3 clusters Score -2724043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2724049.250000 Penalty: 4998.848145
	Iteration 42Q: 3 clusters Score -2724049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2724051.750000 Penalty: 4998.848145
	Iteration 43Q: 3 clusters Score -2724052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2724061.500000 Penalty: 4998.848145
	Iteration 44Q: 3 clusters Score -2724062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2724061.500000 Penalty: 4998.848145
	Iteration 45Q: 3 clusters Score -2724062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2724064.500000 Penalty: 4998.848145
	Iteration 46Q: 3 clusters Score -2724064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2724065.500000 Penalty: 4998.848145
	Iteration 47Q: 3 clusters Score -2724066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2724069.500000 Penalty: 4998.848145
	Iteration 48Q: 3 clusters Score -2724070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2724073.250000 Penalty: 4998.848145
	Iteration 49Q: 3 clusters Score -2724073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2724074.500000 Penalty: 4998.848145
	Iteration 50Q: 3 clusters Score -2724074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2724075.500000 Penalty: 4998.848145
	Iteration 51Q: 3 clusters Score -2724076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2724075.750000 Penalty: 4998.848145
	Iteration 52Q: 3 clusters Score -2724076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2724078.500000 Penalty: 4998.848145
	Iteration 53Q: 3 clusters Score -2724078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2724078.000000 Penalty: 4998.848145
	Iteration 54Q: 3 clusters Score -2724078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2724079.500000 Penalty: 4998.848145
	Iteration 55Q: 3 clusters Score -2724080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2724081.000000 Penalty: 4998.848145
	Iteration 56Q: 3 clusters Score -2724081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2724081.500000 Penalty: 4998.848145
	Iteration 57Q: 3 clusters Score -2724082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2724081.250000 Penalty: 4998.848145
	Iteration 58Q: 3 clusters Score -2724081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2724083.500000 Penalty: 4998.848145
	Iteration 59Q: 3 clusters Score -2724084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2724083.500000 Penalty: 4998.848145
	Iteration 60F: 3 clusters Score -2724084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Entering Unmasked Estep 
Score: -4248496.000000 Penalty: 2629.596924
	Iteration 0F: 2 clusters Score -4248496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -4221316.000000 Penalty: 5259.193848
	Iteration 0F: 3 clusters Score -4221316 nChanged 18440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4231911.500000 Penalty: 5259.193848
	Iteration 1F: 3 clusters Score -4231912 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -4232884.000000 Penalty: 5259.193848
	Iteration 2F: 3 clusters Score -4232884 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4233916.000000 Penalty: 5259.193848
	Iteration 3F: 3 clusters Score -4233916 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4234980.500000 Penalty: 5259.193848
	Iteration 4F: 3 clusters Score -4234980 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4236152.500000 Penalty: 5259.193848
	Iteration 5F: 3 clusters Score -4236152 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4237512.000000 Penalty: 5259.193848
	Iteration 6F: 3 clusters Score -4237512 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -4238993.000000 Penalty: 5259.193848
	Iteration 7F: 3 clusters Score -4238993 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4240484.000000 Penalty: 5259.193848
	Iteration 8F: 3 clusters Score -4240484 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4241874.500000 Penalty: 5259.193848
	Iteration 9F: 3 clusters Score -4241874 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4242929.500000 Penalty: 5259.193848
	Iteration 10Q: 3 clusters Score -4242930 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4243775.500000 Penalty: 5259.193848
	Iteration 11Q: 3 clusters Score -4243776 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -4244403.500000 Penalty: 5259.193848
	Iteration 12Q: 3 clusters Score -4244404 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -4244919.000000 Penalty: 5259.193848
	Iteration 13Q: 3 clusters Score -4244919 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -4245330.000000 Penalty: 5259.193848
	Iteration 14Q: 3 clusters Score -4245330 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4245666.000000 Penalty: 5259.193848
	Iteration 15Q: 3 clusters Score -4245666 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4245910.500000 Penalty: 5259.193848
	Iteration 16Q: 3 clusters Score -4245910 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -4246149.500000 Penalty: 5259.193848
	Iteration 17Q: 3 clusters Score -4246150 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4246312.000000 Penalty: 5259.193848
	Iteration 18Q: 3 clusters Score -4246312 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4246445.000000 Penalty: 5259.193848
	Iteration 19Q: 3 clusters Score -4246445 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -4246587.000000 Penalty: 5259.193848
	Iteration 20F: 3 clusters Score -4246587 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -4246698.000000 Penalty: 5259.193848
	Iteration 21Q: 3 clusters Score -4246698 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -4246801.500000 Penalty: 5259.193848
	Iteration 22Q: 3 clusters Score -4246802 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -4246905.500000 Penalty: 5259.193848
	Iteration 23Q: 3 clusters Score -4246906 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4246985.500000 Penalty: 5259.193848
	Iteration 24Q: 3 clusters Score -4246986 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4247081.000000 Penalty: 5259.193848
	Iteration 25Q: 3 clusters Score -4247081 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4247170.000000 Penalty: 5259.193848
	Iteration 26Q: 3 clusters Score -4247170 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -4247233.500000 Penalty: 5259.193848
	Iteration 27Q: 3 clusters Score -4247234 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4247287.000000 Penalty: 5259.193848
	Iteration 28Q: 3 clusters Score -4247287 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4247356.500000 Penalty: 5259.193848
	Iteration 29Q: 3 clusters Score -4247356 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4247428.500000 Penalty: 5259.193848
	Iteration 30Q: 3 clusters Score -4247428 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -4247501.000000 Penalty: 5259.193848
	Iteration 31Q: 3 clusters Score -4247501 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4247578.000000 Penalty: 5259.193848
	Iteration 32Q: 3 clusters Score -4247578 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4247649.500000 Penalty: 5259.193848
	Iteration 33Q: 3 clusters Score -4247650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4247717.000000 Penalty: 5259.193848
	Iteration 34Q: 3 clusters Score -4247717 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4247794.500000 Penalty: 5259.193848
	Iteration 35Q: 3 clusters Score -4247794 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4247858.000000 Penalty: 5259.193848
	Iteration 36Q: 3 clusters Score -4247858 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4247936.000000 Penalty: 5259.193848
	Iteration 37Q: 3 clusters Score -4247936 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4248007.000000 Penalty: 5259.193848
	Iteration 38Q: 3 clusters Score -4248007 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4248055.000000 Penalty: 5259.193848
	Iteration 39Q: 3 clusters Score -4248055 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4248091.500000 Penalty: 5259.193848
	Iteration 40F: 3 clusters Score -4248092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4248097.000000 Penalty: 5259.193848
	Iteration 41Q: 3 clusters Score -4248097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4248112.000000 Penalty: 5259.193848
	Iteration 42Q: 3 clusters Score -4248112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4248121.000000 Penalty: 5259.193848
	Iteration 43Q: 3 clusters Score -4248121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4248120.500000 Penalty: 5259.193848
	Iteration 44Q: 3 clusters Score -4248120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4248132.000000 Penalty: 5259.193848
	Iteration 45Q: 3 clusters Score -4248132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4248131.500000 Penalty: 5259.193848
	Iteration 46Q: 3 clusters Score -4248132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4248132.500000 Penalty: 5259.193848
	Iteration 47Q: 3 clusters Score -4248132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4248131.500000 Penalty: 5259.193848
	Iteration 48Q: 3 clusters Score -4248132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4248128.500000 Penalty: 5259.193848
	Iteration 49Q: 3 clusters Score -4248128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4248135.500000 Penalty: 5259.193848
	Iteration 50Q: 3 clusters Score -4248136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4248132.000000 Penalty: 5259.193848
	Iteration 51Q: 3 clusters Score -4248132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4248133.000000 Penalty: 5259.193848
	Iteration 52Q: 3 clusters Score -4248133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4248128.000000 Penalty: 5259.193848
	Iteration 53Q: 3 clusters Score -4248128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4248128.000000 Penalty: 5259.193848
	Iteration 54F: 3 clusters Score -4248128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Entering Unmasked Estep 
Score: -4123671.250000 Penalty: 2605.745361
	Iteration 0F: 2 clusters Score -4123671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4098793.750000 Penalty: 5211.490723
	Iteration 0F: 3 clusters Score -4098794 nChanged 16711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4108283.500000 Penalty: 5211.490723
	Iteration 1F: 3 clusters Score -4108284 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4109380.500000 Penalty: 5211.490723
	Iteration 2F: 3 clusters Score -4109380 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4110906.000000 Penalty: 5211.490723
	Iteration 3F: 3 clusters Score -4110906 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4112569.250000 Penalty: 5211.490723
	Iteration 4F: 3 clusters Score -4112569 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4114248.000000 Penalty: 5211.490723
	Iteration 5F: 3 clusters Score -4114248 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4115659.750000 Penalty: 5211.490723
	Iteration 6F: 3 clusters Score -4115660 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4116835.750000 Penalty: 5211.490723
	Iteration 7F: 3 clusters Score -4116836 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -4117764.000000 Penalty: 5211.490723
	Iteration 8Q: 3 clusters Score -4117764 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4118439.750000 Penalty: 5211.490723
	Iteration 9Q: 3 clusters Score -4118440 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4118922.000000 Penalty: 5211.490723
	Iteration 10Q: 3 clusters Score -4118922 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -4119276.250000 Penalty: 5211.490723
	Iteration 11Q: 3 clusters Score -4119276 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -4119566.000000 Penalty: 5211.490723
	Iteration 12Q: 3 clusters Score -4119566 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -4119881.000000 Penalty: 5211.490723
	Iteration 13Q: 3 clusters Score -4119881 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -4120184.000000 Penalty: 5211.490723
	Iteration 14Q: 3 clusters Score -4120184 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -4120495.250000 Penalty: 5211.490723
	Iteration 15Q: 3 clusters Score -4120495 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -4120792.250000 Penalty: 5211.490723
	Iteration 16Q: 3 clusters Score -4120792 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -4121117.500000 Penalty: 5211.490723
	Iteration 17Q: 3 clusters Score -4121118 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4121445.500000 Penalty: 5211.490723
	Iteration 18Q: 3 clusters Score -4121446 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -4121754.000000 Penalty: 5211.490723
	Iteration 19Q: 3 clusters Score -4121754 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -4122047.000000 Penalty: 5211.490723
	Iteration 20F: 3 clusters Score -4122047 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -4122279.000000 Penalty: 5211.490723
	Iteration 21Q: 3 clusters Score -4122279 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -4122487.750000 Penalty: 5211.490723
	Iteration 22Q: 3 clusters Score -4122488 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -4122654.750000 Penalty: 5211.490723
	Iteration 23Q: 3 clusters Score -4122655 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4122750.750000 Penalty: 5211.490723
	Iteration 24Q: 3 clusters Score -4122751 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4122821.750000 Penalty: 5211.490723
	Iteration 25Q: 3 clusters Score -4122822 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4122899.500000 Penalty: 5211.490723
	Iteration 26Q: 3 clusters Score -4122900 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4122952.000000 Penalty: 5211.490723
	Iteration 27Q: 3 clusters Score -4122952 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4123014.500000 Penalty: 5211.490723
	Iteration 28Q: 3 clusters Score -4123014 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4123045.000000 Penalty: 5211.490723
	Iteration 29Q: 3 clusters Score -4123045 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4123077.000000 Penalty: 5211.490723
	Iteration 30Q: 3 clusters Score -4123077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4123097.000000 Penalty: 5211.490723
	Iteration 31Q: 3 clusters Score -4123097 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -4123103.250000 Penalty: 5211.490723
	Iteration 32Q: 3 clusters Score -4123103 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4123117.000000 Penalty: 5211.490723
	Iteration 33Q: 3 clusters Score -4123117 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4123124.750000 Penalty: 5211.490723
	Iteration 34Q: 3 clusters Score -4123125 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4123146.500000 Penalty: 5211.490723
	Iteration 35Q: 3 clusters Score -4123146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4123161.250000 Penalty: 5211.490723
	Iteration 36Q: 3 clusters Score -4123161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4123180.000000 Penalty: 5211.490723
	Iteration 37Q: 3 clusters Score -4123180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4123196.500000 Penalty: 5211.490723
	Iteration 38Q: 3 clusters Score -4123196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4123203.500000 Penalty: 5211.490723
	Iteration 39Q: 3 clusters Score -4123204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4123208.500000 Penalty: 5211.490723
	Iteration 40F: 3 clusters Score -4123208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4123219.000000 Penalty: 5211.490723
	Iteration 41Q: 3 clusters Score -4123219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4123216.750000 Penalty: 5211.490723
	Iteration 42Q: 3 clusters Score -4123217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4123221.250000 Penalty: 5211.490723
	Iteration 43Q: 3 clusters Score -4123221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -4123214.250000 Penalty: 5211.490723
	Iteration 44Q: 3 clusters Score -4123214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4123211.000000 Penalty: 5211.490723
	Iteration 45Q: 3 clusters Score -4123211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -4123212.000000 Penalty: 5211.490723
	Iteration 46Q: 3 clusters Score -4123212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4123211.750000 Penalty: 5211.490723
	Iteration 47Q: 3 clusters Score -4123212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4123212.500000 Penalty: 5211.490723
	Iteration 48Q: 3 clusters Score -4123212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4123207.750000 Penalty: 5211.490723
	Iteration 49Q: 3 clusters Score -4123208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4123214.500000 Penalty: 5211.490723
	Iteration 50Q: 3 clusters Score -4123214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4123220.000000 Penalty: 5211.490723
	Iteration 51Q: 3 clusters Score -4123220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4123219.500000 Penalty: 5211.490723
	Iteration 52Q: 3 clusters Score -4123220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -4123223.500000 Penalty: 5211.490723
	Iteration 53Q: 3 clusters Score -4123224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4123222.000000 Penalty: 5211.490723
	Iteration 54Q: 3 clusters Score -4123222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4123218.500000 Penalty: 5211.490723
	Iteration 55Q: 3 clusters Score -4123218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -4123217.750000 Penalty: 5211.490723
	Iteration 56Q: 3 clusters Score -4123218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4123224.250000 Penalty: 5211.490723
	Iteration 57Q: 3 clusters Score -4123224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4123224.250000 Penalty: 5211.490723
	Iteration 58Q: 3 clusters Score -4123224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -4123226.500000 Penalty: 5211.490723
	Iteration 59Q: 3 clusters Score -4123226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4123225.750000 Penalty: 5211.490723
	Iteration 60F: 3 clusters Score -4123226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4123225.250000 Penalty: 5211.490723
	Iteration 61Q: 3 clusters Score -4123225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -4123220.750000 Penalty: 5211.490723
	Iteration 62Q: 3 clusters Score -4123221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4123223.000000 Penalty: 5211.490723
	Iteration 63Q: 3 clusters Score -4123223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -4123222.500000 Penalty: 5211.490723
	Iteration 64Q: 3 clusters Score -4123222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4123221.000000 Penalty: 5211.490723
	Iteration 65Q: 3 clusters Score -4123221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4123216.750000 Penalty: 5211.490723
	Iteration 66Q: 3 clusters Score -4123217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4123216.750000 Penalty: 5211.490723
	Iteration 67F: 3 clusters Score -4123217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Entering Unmasked Estep 
Score: -14440047.000000 Penalty: 2916.732666
	Iteration 0F: 2 clusters Score -1.444005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -14354372.000000 Penalty: 5833.465332
	Iteration 0F: 3 clusters Score -1.435437e+07 nChanged 61005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -14389117.000000 Penalty: 5833.465332
	Iteration 1F: 3 clusters Score -1.438912e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -14390140.000000 Penalty: 5833.465332
	Iteration 2Q: 3 clusters Score -1.439014e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -14391538.000000 Penalty: 5833.465332
	Iteration 3Q: 3 clusters Score -1.439154e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -14393768.000000 Penalty: 5833.465332
	Iteration 4Q: 3 clusters Score -1.439377e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -14397786.000000 Penalty: 5833.465332
	Iteration 5F: 3 clusters Score -1.439779e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -14405088.000000 Penalty: 5833.465332
	Iteration 6F: 3 clusters Score -1.440509e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -14415516.000000 Penalty: 5833.465332
	Iteration 7F: 3 clusters Score -1.441552e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 115507 members 
Entering Unmasked Estep 
Score: -14426049.000000 Penalty: 5833.465332
	Iteration 8F: 3 clusters Score -1.442605e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 122368 members 
Entering Unmasked Estep 
Score: -14432767.000000 Penalty: 5833.465332
	Iteration 9F: 3 clusters Score -1.443277e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 125561 members 
Entering Unmasked Estep 
Score: -14435663.000000 Penalty: 5833.465332
	Iteration 10Q: 3 clusters Score -1.443566e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 126842 members 
Entering Unmasked Estep 
Score: -14436738.000000 Penalty: 5833.465332
	Iteration 11Q: 3 clusters Score -1.443674e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 127314 members 
Entering Unmasked Estep 
Score: -14437122.000000 Penalty: 5833.465332
	Iteration 12Q: 3 clusters Score -1.443712e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -14437301.000000 Penalty: 5833.465332
	Iteration 13Q: 3 clusters Score -1.44373e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -14437409.000000 Penalty: 5833.465332
	Iteration 14Q: 3 clusters Score -1.443741e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -14437468.000000 Penalty: 5833.465332
	Iteration 15Q: 3 clusters Score -1.443747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 127684 members 
Entering Unmasked Estep 
Score: -14437505.000000 Penalty: 5833.465332
	Iteration 16Q: 3 clusters Score -1.44375e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 127714 members 
Entering Unmasked Estep 
Score: -14437536.000000 Penalty: 5833.465332
	Iteration 17Q: 3 clusters Score -1.443754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 127738 members 
Entering Unmasked Estep 
Score: -14437547.000000 Penalty: 5833.465332
	Iteration 18Q: 3 clusters Score -1.443755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 127743 members 
Entering Unmasked Estep 
Score: -14437555.000000 Penalty: 5833.465332
	Iteration 19Q: 3 clusters Score -1.443756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 127747 members 
Entering Unmasked Estep 
Score: -14437547.000000 Penalty: 5833.465332
	Iteration 20F: 3 clusters Score -1.443755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 127753 members 
Entering Unmasked Estep 
Score: -14437581.000000 Penalty: 5833.465332
	Iteration 21Q: 3 clusters Score -1.443758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 127756 members 
Entering Unmasked Estep 
Score: -14437594.000000 Penalty: 5833.465332
	Iteration 22Q: 3 clusters Score -1.443759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127760 members 
Entering Unmasked Estep 
Score: -14437595.000000 Penalty: 5833.465332
	Iteration 23Q: 3 clusters Score -1.44376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 127764 members 
Entering Unmasked Estep 
Score: -14437601.000000 Penalty: 5833.465332
	Iteration 24Q: 3 clusters Score -1.44376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 127766 members 
Entering Unmasked Estep 
Score: -14437605.000000 Penalty: 5833.465332
	Iteration 25Q: 3 clusters Score -1.44376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 127769 members 
Entering Unmasked Estep 
Score: -14437619.000000 Penalty: 5833.465332
	Iteration 26Q: 3 clusters Score -1.443762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 127770 members 
Entering Unmasked Estep 
Score: -14437621.000000 Penalty: 5833.465332
	Iteration 27Q: 3 clusters Score -1.443762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 127770 members 
Entering Unmasked Estep 
Score: -14437633.000000 Penalty: 5833.465332
	Iteration 28Q: 3 clusters Score -1.443763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 127772 members 
Entering Unmasked Estep 
Score: -14437645.000000 Penalty: 5833.465332
	Iteration 29Q: 3 clusters Score -1.443764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -14437647.000000 Penalty: 5833.465332
	Iteration 30Q: 3 clusters Score -1.443765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -14437647.000000 Penalty: 5833.465332
	Iteration 31F: 3 clusters Score -1.443765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Entering Unmasked Estep 
Score: -2271877.750000 Penalty: 2474.680176
	Iteration 0F: 2 clusters Score -2271878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2256829.250000 Penalty: 4949.360352
	Iteration 0F: 3 clusters Score -2256829 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2262126.500000 Penalty: 4949.360352
	Iteration 1F: 3 clusters Score -2262126 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2262827.500000 Penalty: 4949.360352
	Iteration 2F: 3 clusters Score -2262828 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2263583.250000 Penalty: 4949.360352
	Iteration 3F: 3 clusters Score -2263583 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2264471.250000 Penalty: 4949.360352
	Iteration 4F: 3 clusters Score -2264471 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2265552.000000 Penalty: 4949.360352
	Iteration 5F: 3 clusters Score -2265552 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2266841.250000 Penalty: 4949.360352
	Iteration 6F: 3 clusters Score -2266841 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2268001.750000 Penalty: 4949.360352
	Iteration 7F: 3 clusters Score -2268002 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2268812.000000 Penalty: 4949.360352
	Iteration 8F: 3 clusters Score -2268812 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2269287.000000 Penalty: 4949.360352
	Iteration 9Q: 3 clusters Score -2269287 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2269572.250000 Penalty: 4949.360352
	Iteration 10Q: 3 clusters Score -2269572 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2269703.750000 Penalty: 4949.360352
	Iteration 11Q: 3 clusters Score -2269704 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2269775.750000 Penalty: 4949.360352
	Iteration 12Q: 3 clusters Score -2269776 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2269823.500000 Penalty: 4949.360352
	Iteration 13Q: 3 clusters Score -2269824 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2269860.250000 Penalty: 4949.360352
	Iteration 14Q: 3 clusters Score -2269860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2269863.000000 Penalty: 4949.360352
	Iteration 15Q: 3 clusters Score -2269863 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2269877.750000 Penalty: 4949.360352
	Iteration 16Q: 3 clusters Score -2269878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2269889.250000 Penalty: 4949.360352
	Iteration 17Q: 3 clusters Score -2269889 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2269902.000000 Penalty: 4949.360352
	Iteration 18Q: 3 clusters Score -2269902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2269913.000000 Penalty: 4949.360352
	Iteration 19Q: 3 clusters Score -2269913 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2269921.000000 Penalty: 4949.360352
	Iteration 20F: 3 clusters Score -2269921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2269928.000000 Penalty: 4949.360352
	Iteration 21Q: 3 clusters Score -2269928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2269949.500000 Penalty: 4949.360352
	Iteration 22Q: 3 clusters Score -2269950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2269950.750000 Penalty: 4949.360352
	Iteration 23Q: 3 clusters Score -2269951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2269953.500000 Penalty: 4949.360352
	Iteration 24Q: 3 clusters Score -2269954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2269960.250000 Penalty: 4949.360352
	Iteration 25Q: 3 clusters Score -2269960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2269967.000000 Penalty: 4949.360352
	Iteration 26Q: 3 clusters Score -2269967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2269974.750000 Penalty: 4949.360352
	Iteration 27Q: 3 clusters Score -2269975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2269980.250000 Penalty: 4949.360352
	Iteration 28Q: 3 clusters Score -2269980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2269985.000000 Penalty: 4949.360352
	Iteration 29Q: 3 clusters Score -2269985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2269997.500000 Penalty: 4949.360352
	Iteration 30Q: 3 clusters Score -2269998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2270007.000000 Penalty: 4949.360352
	Iteration 31Q: 3 clusters Score -2270007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2270014.250000 Penalty: 4949.360352
	Iteration 32Q: 3 clusters Score -2270014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2270018.000000 Penalty: 4949.360352
	Iteration 33Q: 3 clusters Score -2270018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2270032.500000 Penalty: 4949.360352
	Iteration 34Q: 3 clusters Score -2270032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2270040.500000 Penalty: 4949.360352
	Iteration 35Q: 3 clusters Score -2270040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2270049.000000 Penalty: 4949.360352
	Iteration 36Q: 3 clusters Score -2270049 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2270056.500000 Penalty: 4949.360352
	Iteration 37Q: 3 clusters Score -2270056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2270066.000000 Penalty: 4949.360352
	Iteration 38Q: 3 clusters Score -2270066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2270080.000000 Penalty: 4949.360352
	Iteration 39Q: 3 clusters Score -2270080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2270087.250000 Penalty: 4949.360352
	Iteration 40F: 3 clusters Score -2270087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2270106.500000 Penalty: 4949.360352
	Iteration 41Q: 3 clusters Score -2270106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2270112.250000 Penalty: 4949.360352
	Iteration 42Q: 3 clusters Score -2270112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2270137.000000 Penalty: 4949.360352
	Iteration 43Q: 3 clusters Score -2270137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2270144.250000 Penalty: 4949.360352
	Iteration 44Q: 3 clusters Score -2270144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2270156.750000 Penalty: 4949.360352
	Iteration 45Q: 3 clusters Score -2270157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2270186.750000 Penalty: 4949.360352
	Iteration 46Q: 3 clusters Score -2270187 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2270224.500000 Penalty: 4949.360352
	Iteration 47Q: 3 clusters Score -2270224 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2270270.250000 Penalty: 4949.360352
	Iteration 48Q: 3 clusters Score -2270270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2270326.250000 Penalty: 4949.360352
	Iteration 49Q: 3 clusters Score -2270326 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2270380.750000 Penalty: 4949.360352
	Iteration 50Q: 3 clusters Score -2270381 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2270430.250000 Penalty: 4949.360352
	Iteration 51Q: 3 clusters Score -2270430 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2270489.250000 Penalty: 4949.360352
	Iteration 52Q: 3 clusters Score -2270489 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2270572.000000 Penalty: 4949.360352
	Iteration 53Q: 3 clusters Score -2270572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2270631.000000 Penalty: 4949.360352
	Iteration 54Q: 3 clusters Score -2270631 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2270692.750000 Penalty: 4949.360352
	Iteration 55Q: 3 clusters Score -2270693 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2270745.500000 Penalty: 4949.360352
	Iteration 56Q: 3 clusters Score -2270746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2270773.250000 Penalty: 4949.360352
	Iteration 57Q: 3 clusters Score -2270773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2270792.750000 Penalty: 4949.360352
	Iteration 58Q: 3 clusters Score -2270793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2270822.750000 Penalty: 4949.360352
	Iteration 59Q: 3 clusters Score -2270823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2270841.500000 Penalty: 4949.360352
	Iteration 60F: 3 clusters Score -2270842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2270869.500000 Penalty: 4949.360352
	Iteration 61Q: 3 clusters Score -2270870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2270902.500000 Penalty: 4949.360352
	Iteration 62Q: 3 clusters Score -2270902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2270917.500000 Penalty: 4949.360352
	Iteration 63Q: 3 clusters Score -2270918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2270934.250000 Penalty: 4949.360352
	Iteration 64Q: 3 clusters Score -2270934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2270945.750000 Penalty: 4949.360352
	Iteration 65Q: 3 clusters Score -2270946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2270953.500000 Penalty: 4949.360352
	Iteration 66Q: 3 clusters Score -2270954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2270954.750000 Penalty: 4949.360352
	Iteration 67Q: 3 clusters Score -2270955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2270961.500000 Penalty: 4949.360352
	Iteration 68Q: 3 clusters Score -2270962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2270967.250000 Penalty: 4949.360352
	Iteration 69Q: 3 clusters Score -2270967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2270972.750000 Penalty: 4949.360352
	Iteration 70Q: 3 clusters Score -2270973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2270976.000000 Penalty: 4949.360352
	Iteration 71Q: 3 clusters Score -2270976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2270983.000000 Penalty: 4949.360352
	Iteration 72Q: 3 clusters Score -2270983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2270990.250000 Penalty: 4949.360352
	Iteration 73Q: 3 clusters Score -2270990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2270979.500000 Penalty: 4949.360352
	Iteration 74Q: 3 clusters Score -2270980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2270981.000000 Penalty: 4949.360352
	Iteration 75Q: 3 clusters Score -2270981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2270989.000000 Penalty: 4949.360352
	Iteration 76Q: 3 clusters Score -2270989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2270988.750000 Penalty: 4949.360352
	Iteration 77Q: 3 clusters Score -2270989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2270988.500000 Penalty: 4949.360352
	Iteration 78Q: 3 clusters Score -2270988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2270996.750000 Penalty: 4949.360352
	Iteration 79Q: 3 clusters Score -2270997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2270999.000000 Penalty: 4949.360352
	Iteration 80F: 3 clusters Score -2270999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2270995.500000 Penalty: 4949.360352
	Iteration 81Q: 3 clusters Score -2270996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2270999.000000 Penalty: 4949.360352
	Iteration 82Q: 3 clusters Score -2270999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2270997.000000 Penalty: 4949.360352
	Iteration 83Q: 3 clusters Score -2270997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2270997.750000 Penalty: 4949.360352
	Iteration 84Q: 3 clusters Score -2270998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2270995.000000 Penalty: 4949.360352
	Iteration 85Q: 3 clusters Score -2270995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2270993.750000 Penalty: 4949.360352
	Iteration 86Q: 3 clusters Score -2270994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2270996.000000 Penalty: 4949.360352
	Iteration 87Q: 3 clusters Score -2270996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2270996.000000 Penalty: 4949.360352
	Iteration 88F: 3 clusters Score -2270996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Entering Unmasked Estep 
Score: -2390126.750000 Penalty: 2463.900635
	Iteration 0F: 2 clusters Score -2390127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2375705.500000 Penalty: 4927.801270
	Iteration 0F: 3 clusters Score -2375706 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2380660.250000 Penalty: 4927.801270
	Iteration 1F: 3 clusters Score -2380660 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2381197.250000 Penalty: 4927.801270
	Iteration 2F: 3 clusters Score -2381197 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2381704.750000 Penalty: 4927.801270
	Iteration 3F: 3 clusters Score -2381705 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2382274.500000 Penalty: 4927.801270
	Iteration 4F: 3 clusters Score -2382274 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2382954.500000 Penalty: 4927.801270
	Iteration 5F: 3 clusters Score -2382954 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2383743.500000 Penalty: 4927.801270
	Iteration 6F: 3 clusters Score -2383744 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2384555.000000 Penalty: 4927.801270
	Iteration 7F: 3 clusters Score -2384555 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2385280.000000 Penalty: 4927.801270
	Iteration 8F: 3 clusters Score -2385280 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2385834.750000 Penalty: 4927.801270
	Iteration 9Q: 3 clusters Score -2385835 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2386216.000000 Penalty: 4927.801270
	Iteration 10Q: 3 clusters Score -2386216 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2386500.000000 Penalty: 4927.801270
	Iteration 11Q: 3 clusters Score -2386500 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2386690.750000 Penalty: 4927.801270
	Iteration 12Q: 3 clusters Score -2386691 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2386825.000000 Penalty: 4927.801270
	Iteration 13Q: 3 clusters Score -2386825 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2386950.000000 Penalty: 4927.801270
	Iteration 14Q: 3 clusters Score -2386950 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2387074.000000 Penalty: 4927.801270
	Iteration 15Q: 3 clusters Score -2387074 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2387238.250000 Penalty: 4927.801270
	Iteration 16Q: 3 clusters Score -2387238 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2387445.250000 Penalty: 4927.801270
	Iteration 17Q: 3 clusters Score -2387445 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2387671.000000 Penalty: 4927.801270
	Iteration 18Q: 3 clusters Score -2387671 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2387854.250000 Penalty: 4927.801270
	Iteration 19Q: 3 clusters Score -2387854 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2387976.000000 Penalty: 4927.801270
	Iteration 20F: 3 clusters Score -2387976 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2388079.500000 Penalty: 4927.801270
	Iteration 21Q: 3 clusters Score -2388080 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2388140.750000 Penalty: 4927.801270
	Iteration 22Q: 3 clusters Score -2388141 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2388185.250000 Penalty: 4927.801270
	Iteration 23Q: 3 clusters Score -2388185 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2388204.750000 Penalty: 4927.801270
	Iteration 24Q: 3 clusters Score -2388205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2388222.000000 Penalty: 4927.801270
	Iteration 25Q: 3 clusters Score -2388222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2388230.750000 Penalty: 4927.801270
	Iteration 26Q: 3 clusters Score -2388231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2388236.250000 Penalty: 4927.801270
	Iteration 27Q: 3 clusters Score -2388236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2388248.500000 Penalty: 4927.801270
	Iteration 28Q: 3 clusters Score -2388248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2388248.000000 Penalty: 4927.801270
	Iteration 29Q: 3 clusters Score -2388248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2388250.500000 Penalty: 4927.801270
	Iteration 30Q: 3 clusters Score -2388250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2388246.750000 Penalty: 4927.801270
	Iteration 31Q: 3 clusters Score -2388247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2388244.250000 Penalty: 4927.801270
	Iteration 32Q: 3 clusters Score -2388244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2388242.000000 Penalty: 4927.801270
	Iteration 33Q: 3 clusters Score -2388242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2388252.500000 Penalty: 4927.801270
	Iteration 34Q: 3 clusters Score -2388252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2388252.500000 Penalty: 4927.801270
	Iteration 35Q: 3 clusters Score -2388252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2388252.500000 Penalty: 4927.801270
	Iteration 36F: 3 clusters Score -2388252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Entering Unmasked Estep 
Score: -1038471.062500 Penalty: 2288.027832
	Iteration 0F: 2 clusters Score -1038471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1030742.875000 Penalty: 4576.055664
	Iteration 0F: 3 clusters Score -1030743 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1033435.250000 Penalty: 4576.055664
	Iteration 1F: 3 clusters Score -1033435 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1034067.000000 Penalty: 4576.055664
	Iteration 2F: 3 clusters Score -1034067 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1034780.687500 Penalty: 4576.055664
	Iteration 3F: 3 clusters Score -1034781 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1035531.062500 Penalty: 4576.055664
	Iteration 4F: 3 clusters Score -1035531 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1036192.312500 Penalty: 4576.055664
	Iteration 5F: 3 clusters Score -1036192 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1036698.812500 Penalty: 4576.055664
	Iteration 6F: 3 clusters Score -1036699 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1037030.437500 Penalty: 4576.055664
	Iteration 7Q: 3 clusters Score -1037030 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1037283.125000 Penalty: 4576.055664
	Iteration 8Q: 3 clusters Score -1037283 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1037460.750000 Penalty: 4576.055664
	Iteration 9Q: 3 clusters Score -1037461 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1037586.812500 Penalty: 4576.055664
	Iteration 10Q: 3 clusters Score -1037587 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1037676.187500 Penalty: 4576.055664
	Iteration 11Q: 3 clusters Score -1037676 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1037743.562500 Penalty: 4576.055664
	Iteration 12Q: 3 clusters Score -1037744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1037794.000000 Penalty: 4576.055664
	Iteration 13Q: 3 clusters Score -1037794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1037823.687500 Penalty: 4576.055664
	Iteration 14Q: 3 clusters Score -1037824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1037845.125000 Penalty: 4576.055664
	Iteration 15Q: 3 clusters Score -1037845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1037858.250000 Penalty: 4576.055664
	Iteration 16Q: 3 clusters Score -1037858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1037870.500000 Penalty: 4576.055664
	Iteration 17Q: 3 clusters Score -1037870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1037878.937500 Penalty: 4576.055664
	Iteration 18Q: 3 clusters Score -1037879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1037884.000000 Penalty: 4576.055664
	Iteration 19Q: 3 clusters Score -1037884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1037888.375000 Penalty: 4576.055664
	Iteration 20F: 3 clusters Score -1037888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1037891.875000 Penalty: 4576.055664
	Iteration 21Q: 3 clusters Score -1037892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1037892.625000 Penalty: 4576.055664
	Iteration 22Q: 3 clusters Score -1037893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1037892.875000 Penalty: 4576.055664
	Iteration 23Q: 3 clusters Score -1037893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1037896.062500 Penalty: 4576.055664
	Iteration 24Q: 3 clusters Score -1037896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1037896.562500 Penalty: 4576.055664
	Iteration 25Q: 3 clusters Score -1037897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1037898.375000 Penalty: 4576.055664
	Iteration 26Q: 3 clusters Score -1037898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1037898.687500 Penalty: 4576.055664
	Iteration 27Q: 3 clusters Score -1037899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1037899.312500 Penalty: 4576.055664
	Iteration 28Q: 3 clusters Score -1037899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1037900.250000 Penalty: 4576.055664
	Iteration 29Q: 3 clusters Score -1037900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1037900.812500 Penalty: 4576.055664
	Iteration 30Q: 3 clusters Score -1037901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1037901.250000 Penalty: 4576.055664
	Iteration 31Q: 3 clusters Score -1037901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1037899.250000 Penalty: 4576.055664
	Iteration 32Q: 3 clusters Score -1037899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1037901.000000 Penalty: 4576.055664
	Iteration 33Q: 3 clusters Score -1037901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1037903.750000 Penalty: 4576.055664
	Iteration 34Q: 3 clusters Score -1037904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1037904.625000 Penalty: 4576.055664
	Iteration 35Q: 3 clusters Score -1037905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1037904.437500 Penalty: 4576.055664
	Iteration 36Q: 3 clusters Score -1037904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1037904.625000 Penalty: 4576.055664
	Iteration 37Q: 3 clusters Score -1037905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1037904.437500 Penalty: 4576.055664
	Iteration 38Q: 3 clusters Score -1037904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1037904.500000 Penalty: 4576.055664
	Iteration 39Q: 3 clusters Score -1037904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1037904.500000 Penalty: 4576.055664
	Iteration 40F: 3 clusters Score -1037904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -714023.437500 Penalty: 2173.562744
	Iteration 0F: 2 clusters Score -714023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -708597.687500 Penalty: 4347.125488
	Iteration 0F: 3 clusters Score -708597.7 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -710018.687500 Penalty: 4347.125488
	Iteration 1F: 3 clusters Score -710018.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -710261.562500 Penalty: 4347.125488
	Iteration 2F: 3 clusters Score -710261.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -710401.375000 Penalty: 4347.125488
	Iteration 3Q: 3 clusters Score -710401.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -710503.812500 Penalty: 4347.125488
	Iteration 4Q: 3 clusters Score -710503.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -710587.437500 Penalty: 4347.125488
	Iteration 5Q: 3 clusters Score -710587.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -710680.625000 Penalty: 4347.125488
	Iteration 6Q: 3 clusters Score -710680.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -710769.000000 Penalty: 4347.125488
	Iteration 7Q: 3 clusters Score -710769 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -710858.187500 Penalty: 4347.125488
	Iteration 8Q: 3 clusters Score -710858.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -710929.687500 Penalty: 4347.125488
	Iteration 9Q: 3 clusters Score -710929.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -710987.437500 Penalty: 4347.125488
	Iteration 10Q: 3 clusters Score -710987.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -711046.562500 Penalty: 4347.125488
	Iteration 11Q: 3 clusters Score -711046.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -711096.750000 Penalty: 4347.125488
	Iteration 12Q: 3 clusters Score -711096.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -711143.062500 Penalty: 4347.125488
	Iteration 13Q: 3 clusters Score -711143.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -711183.750000 Penalty: 4347.125488
	Iteration 14Q: 3 clusters Score -711183.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -711231.812500 Penalty: 4347.125488
	Iteration 15Q: 3 clusters Score -711231.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -711283.500000 Penalty: 4347.125488
	Iteration 16Q: 3 clusters Score -711283.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -711339.687500 Penalty: 4347.125488
	Iteration 17Q: 3 clusters Score -711339.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -711407.187500 Penalty: 4347.125488
	Iteration 18Q: 3 clusters Score -711407.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -711471.000000 Penalty: 4347.125488
	Iteration 19Q: 3 clusters Score -711471 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -711539.000000 Penalty: 4347.125488
	Iteration 20F: 3 clusters Score -711539 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -711605.437500 Penalty: 4347.125488
	Iteration 21Q: 3 clusters Score -711605.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -711670.875000 Penalty: 4347.125488
	Iteration 22Q: 3 clusters Score -711670.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -711735.375000 Penalty: 4347.125488
	Iteration 23Q: 3 clusters Score -711735.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -711790.437500 Penalty: 4347.125488
	Iteration 24Q: 3 clusters Score -711790.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -711831.875000 Penalty: 4347.125488
	Iteration 25Q: 3 clusters Score -711831.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -711869.875000 Penalty: 4347.125488
	Iteration 26Q: 3 clusters Score -711869.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -711913.250000 Penalty: 4347.125488
	Iteration 27Q: 3 clusters Score -711913.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -711953.812500 Penalty: 4347.125488
	Iteration 28Q: 3 clusters Score -711953.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -711986.687500 Penalty: 4347.125488
	Iteration 29Q: 3 clusters Score -711986.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -712008.500000 Penalty: 4347.125488
	Iteration 30Q: 3 clusters Score -712008.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -712024.437500 Penalty: 4347.125488
	Iteration 31Q: 3 clusters Score -712024.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -712043.000000 Penalty: 4347.125488
	Iteration 32Q: 3 clusters Score -712043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -712061.500000 Penalty: 4347.125488
	Iteration 33Q: 3 clusters Score -712061.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -712074.625000 Penalty: 4347.125488
	Iteration 34Q: 3 clusters Score -712074.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -712086.687500 Penalty: 4347.125488
	Iteration 35Q: 3 clusters Score -712086.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -712100.062500 Penalty: 4347.125488
	Iteration 36Q: 3 clusters Score -712100.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -712111.000000 Penalty: 4347.125488
	Iteration 37Q: 3 clusters Score -712111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -712117.812500 Penalty: 4347.125488
	Iteration 38Q: 3 clusters Score -712117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -712124.750000 Penalty: 4347.125488
	Iteration 39Q: 3 clusters Score -712124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -712132.062500 Penalty: 4347.125488
	Iteration 40F: 3 clusters Score -712132.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -712136.812500 Penalty: 4347.125488
	Iteration 41Q: 3 clusters Score -712136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -712140.000000 Penalty: 4347.125488
	Iteration 42Q: 3 clusters Score -712140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -712145.687500 Penalty: 4347.125488
	Iteration 43Q: 3 clusters Score -712145.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -712148.812500 Penalty: 4347.125488
	Iteration 44Q: 3 clusters Score -712148.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -712154.000000 Penalty: 4347.125488
	Iteration 45Q: 3 clusters Score -712154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -712158.062500 Penalty: 4347.125488
	Iteration 46Q: 3 clusters Score -712158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -712160.750000 Penalty: 4347.125488
	Iteration 47Q: 3 clusters Score -712160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -712163.562500 Penalty: 4347.125488
	Iteration 48Q: 3 clusters Score -712163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -712163.500000 Penalty: 4347.125488
	Iteration 49Q: 3 clusters Score -712163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -712164.250000 Penalty: 4347.125488
	Iteration 50Q: 3 clusters Score -712164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -712164.500000 Penalty: 4347.125488
	Iteration 51Q: 3 clusters Score -712164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -712165.250000 Penalty: 4347.125488
	Iteration 52Q: 3 clusters Score -712165.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -712166.625000 Penalty: 4347.125488
	Iteration 53Q: 3 clusters Score -712166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -712169.062500 Penalty: 4347.125488
	Iteration 54Q: 3 clusters Score -712169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -712173.000000 Penalty: 4347.125488
	Iteration 55Q: 3 clusters Score -712173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -712175.250000 Penalty: 4347.125488
	Iteration 56Q: 3 clusters Score -712175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -712175.062500 Penalty: 4347.125488
	Iteration 57Q: 3 clusters Score -712175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -712175.812500 Penalty: 4347.125488
	Iteration 58Q: 3 clusters Score -712175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -712175.687500 Penalty: 4347.125488
	Iteration 59Q: 3 clusters Score -712175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -712177.250000 Penalty: 4347.125488
	Iteration 60F: 3 clusters Score -712177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -712177.187500 Penalty: 4347.125488
	Iteration 61Q: 3 clusters Score -712177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -712177.562500 Penalty: 4347.125488
	Iteration 62Q: 3 clusters Score -712177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -712179.062500 Penalty: 4347.125488
	Iteration 63Q: 3 clusters Score -712179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -712178.687500 Penalty: 4347.125488
	Iteration 64Q: 3 clusters Score -712178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -712178.687500 Penalty: 4347.125488
	Iteration 65F: 3 clusters Score -712178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -384153.406250 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -384153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -380034.812500 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -380034.8 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -381141.656250 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -381141.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -381485.875000 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -381485.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -381752.406250 Penalty: 4161.685547
	Iteration 3F: 3 clusters Score -381752.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -381963.281250 Penalty: 4161.685547
	Iteration 4F: 3 clusters Score -381963.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -382184.031250 Penalty: 4161.685547
	Iteration 5F: 3 clusters Score -382184 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -382395.156250 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -382395.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -382577.843750 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -382577.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -382738.750000 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -382738.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -382883.531250 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -382883.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -382982.375000 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -382982.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -383068.812500 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -383068.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -383139.843750 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -383139.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -383186.781250 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -383186.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -383218.031250 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -383218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -383245.125000 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -383245.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -383264.312500 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -383264.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -383274.312500 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -383274.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -383285.906250 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -383285.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -383298.343750 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -383298.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -383311.781250 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -383311.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -383323.187500 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -383323.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -383331.843750 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -383331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -383335.187500 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -383335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -383335.781250 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -383335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -383338.125000 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -383338.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -383339.875000 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -383339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -383342.937500 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -383342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -383343.937500 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -383343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -383344.093750 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -383344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -383344.093750 Penalty: 4161.685547
	Iteration 30F: 3 clusters Score -383344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -320902.500000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -320902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -317645.468750 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -317645.5 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -318292.937500 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -318292.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -318430.250000 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -318430.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -318508.031250 Penalty: 3974.453857
	Iteration 3Q: 3 clusters Score -318508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -318558.593750 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -318558.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -318596.875000 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -318596.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -318635.937500 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -318635.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -318674.375000 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -318674.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -318701.312500 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -318701.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -318716.843750 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -318716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -318727.375000 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -318727.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -318736.218750 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -318736.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -318748.375000 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -318748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -318752.843750 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -318752.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -318759.281250 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -318759.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -318763.968750 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -318764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -318769.343750 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -318769.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -318772.125000 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -318772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -318772.343750 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -318772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318774.093750 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -318774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -318775.562500 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -318775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318775.500000 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -318775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318775.500000 Penalty: 3974.453857
	Iteration 22F: 3 clusters Score -318775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -716211.000000 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -716211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -710761.562500 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -710761.6 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -712177.687500 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -712177.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -712390.062500 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -712390.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -712527.875000 Penalty: 4351.061035
	Iteration 3Q: 3 clusters Score -712527.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -712615.625000 Penalty: 4351.061035
	Iteration 4Q: 3 clusters Score -712615.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -712681.312500 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -712681.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -712741.187500 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -712741.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -712787.937500 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -712787.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -712820.437500 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -712820.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -712854.812500 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -712854.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -712887.312500 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -712887.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -712913.875000 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -712913.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -712941.562500 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -712941.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -712965.125000 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -712965.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -712994.875000 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -712994.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -713025.937500 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -713025.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -713058.687500 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -713058.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -713104.875000 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -713104.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -713146.125000 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -713146.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -713192.312500 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -713192.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -713247.437500 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -713247.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -713305.125000 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -713305.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -713381.187500 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -713381.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -713452.437500 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -713452.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -713520.000000 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -713520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -713590.437500 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -713590.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -713670.687500 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -713670.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -713746.687500 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -713746.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -713814.062500 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -713814.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -713893.000000 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -713893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -713943.250000 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -713943.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -713993.500000 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -713993.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -714037.812500 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -714037.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -714084.250000 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -714084.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -714112.812500 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -714112.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -714136.062500 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -714136.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -714158.687500 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -714158.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -714183.562500 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -714183.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -714204.187500 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -714204.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -714216.250000 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -714216.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -714234.500000 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -714234.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -714253.437500 Penalty: 4351.061035
	Iteration 41Q: 3 clusters Score -714253.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -714266.562500 Penalty: 4351.061035
	Iteration 42Q: 3 clusters Score -714266.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -714279.750000 Penalty: 4351.061035
	Iteration 43Q: 3 clusters Score -714279.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -714287.875000 Penalty: 4351.061035
	Iteration 44Q: 3 clusters Score -714287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -714297.500000 Penalty: 4351.061035
	Iteration 45Q: 3 clusters Score -714297.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -714308.125000 Penalty: 4351.061035
	Iteration 46Q: 3 clusters Score -714308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -714309.625000 Penalty: 4351.061035
	Iteration 47Q: 3 clusters Score -714309.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -714309.625000 Penalty: 4351.061035
	Iteration 48F: 3 clusters Score -714309.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -817056.125000 Penalty: 2226.019043
	Iteration 0F: 2 clusters Score -817056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -810767.000000 Penalty: 4452.038086
	Iteration 0F: 3 clusters Score -810767 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -812581.875000 Penalty: 4452.038086
	Iteration 1F: 3 clusters Score -812581.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -812974.437500 Penalty: 4452.038086
	Iteration 2F: 3 clusters Score -812974.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -813319.000000 Penalty: 4452.038086
	Iteration 3F: 3 clusters Score -813319 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -813598.500000 Penalty: 4452.038086
	Iteration 4F: 3 clusters Score -813598.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -813854.687500 Penalty: 4452.038086
	Iteration 5Q: 3 clusters Score -813854.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -814086.812500 Penalty: 4452.038086
	Iteration 6Q: 3 clusters Score -814086.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -814310.625000 Penalty: 4452.038086
	Iteration 7Q: 3 clusters Score -814310.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -814524.750000 Penalty: 4452.038086
	Iteration 8Q: 3 clusters Score -814524.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -814718.562500 Penalty: 4452.038086
	Iteration 9Q: 3 clusters Score -814718.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -814908.250000 Penalty: 4452.038086
	Iteration 10Q: 3 clusters Score -814908.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -815059.125000 Penalty: 4452.038086
	Iteration 11Q: 3 clusters Score -815059.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -815170.812500 Penalty: 4452.038086
	Iteration 12Q: 3 clusters Score -815170.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -815253.312500 Penalty: 4452.038086
	Iteration 13Q: 3 clusters Score -815253.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -815326.812500 Penalty: 4452.038086
	Iteration 14Q: 3 clusters Score -815326.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -815376.437500 Penalty: 4452.038086
	Iteration 15Q: 3 clusters Score -815376.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -815418.625000 Penalty: 4452.038086
	Iteration 16Q: 3 clusters Score -815418.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -815451.500000 Penalty: 4452.038086
	Iteration 17Q: 3 clusters Score -815451.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -815482.312500 Penalty: 4452.038086
	Iteration 18Q: 3 clusters Score -815482.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -815502.687500 Penalty: 4452.038086
	Iteration 19Q: 3 clusters Score -815502.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -815523.187500 Penalty: 4452.038086
	Iteration 20F: 3 clusters Score -815523.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -815534.312500 Penalty: 4452.038086
	Iteration 21Q: 3 clusters Score -815534.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -815544.125000 Penalty: 4452.038086
	Iteration 22Q: 3 clusters Score -815544.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -815549.562500 Penalty: 4452.038086
	Iteration 23Q: 3 clusters Score -815549.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -815557.000000 Penalty: 4452.038086
	Iteration 24Q: 3 clusters Score -815557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -815559.125000 Penalty: 4452.038086
	Iteration 25Q: 3 clusters Score -815559.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -815566.937500 Penalty: 4452.038086
	Iteration 26Q: 3 clusters Score -815566.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -815570.812500 Penalty: 4452.038086
	Iteration 27Q: 3 clusters Score -815570.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -815572.125000 Penalty: 4452.038086
	Iteration 28Q: 3 clusters Score -815572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -815573.187500 Penalty: 4452.038086
	Iteration 29Q: 3 clusters Score -815573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -815573.125000 Penalty: 4452.038086
	Iteration 30Q: 3 clusters Score -815573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -815573.187500 Penalty: 4452.038086
	Iteration 31Q: 3 clusters Score -815573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -815575.187500 Penalty: 4452.038086
	Iteration 32Q: 3 clusters Score -815575.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -815575.187500 Penalty: 4452.038086
	Iteration 33F: 3 clusters Score -815575.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Entering Unmasked Estep 
Score: -1268715.125000 Penalty: 2319.062500
	Iteration 0F: 2 clusters Score -1268715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1260156.875000 Penalty: 4638.125000
	Iteration 0F: 3 clusters Score -1260157 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1262777.625000 Penalty: 4638.125000
	Iteration 1F: 3 clusters Score -1262778 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1263174.000000 Penalty: 4638.125000
	Iteration 2F: 3 clusters Score -1263174 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1263592.250000 Penalty: 4638.125000
	Iteration 3F: 3 clusters Score -1263592 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1264044.625000 Penalty: 4638.125000
	Iteration 4F: 3 clusters Score -1264045 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1264534.625000 Penalty: 4638.125000
	Iteration 5F: 3 clusters Score -1264535 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1265066.000000 Penalty: 4638.125000
	Iteration 6F: 3 clusters Score -1265066 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1265568.625000 Penalty: 4638.125000
	Iteration 7F: 3 clusters Score -1265569 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1266021.750000 Penalty: 4638.125000
	Iteration 8F: 3 clusters Score -1266022 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1266395.875000 Penalty: 4638.125000
	Iteration 9Q: 3 clusters Score -1266396 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1266662.625000 Penalty: 4638.125000
	Iteration 10Q: 3 clusters Score -1266663 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1266883.875000 Penalty: 4638.125000
	Iteration 11Q: 3 clusters Score -1266884 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1267062.125000 Penalty: 4638.125000
	Iteration 12Q: 3 clusters Score -1267062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1267184.500000 Penalty: 4638.125000
	Iteration 13Q: 3 clusters Score -1267184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1267264.625000 Penalty: 4638.125000
	Iteration 14Q: 3 clusters Score -1267265 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1267314.875000 Penalty: 4638.125000
	Iteration 15Q: 3 clusters Score -1267315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1267340.875000 Penalty: 4638.125000
	Iteration 16Q: 3 clusters Score -1267341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1267359.875000 Penalty: 4638.125000
	Iteration 17Q: 3 clusters Score -1267360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1267367.000000 Penalty: 4638.125000
	Iteration 18Q: 3 clusters Score -1267367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1267372.000000 Penalty: 4638.125000
	Iteration 19Q: 3 clusters Score -1267372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1267376.625000 Penalty: 4638.125000
	Iteration 20F: 3 clusters Score -1267377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1267384.500000 Penalty: 4638.125000
	Iteration 21Q: 3 clusters Score -1267384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1267387.375000 Penalty: 4638.125000
	Iteration 22Q: 3 clusters Score -1267387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1267392.625000 Penalty: 4638.125000
	Iteration 23Q: 3 clusters Score -1267393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1267392.000000 Penalty: 4638.125000
	Iteration 24Q: 3 clusters Score -1267392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1267392.000000 Penalty: 4638.125000
	Iteration 25F: 3 clusters Score -1267392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Entering Unmasked Estep 
Score: -1110764.125000 Penalty: 2291.302246
	Iteration 0F: 2 clusters Score -1110764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1102862.375000 Penalty: 4582.604492
	Iteration 0F: 3 clusters Score -1102862 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1105179.875000 Penalty: 4582.604492
	Iteration 1F: 3 clusters Score -1105180 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1105540.500000 Penalty: 4582.604492
	Iteration 2F: 3 clusters Score -1105540 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1105838.625000 Penalty: 4582.604492
	Iteration 3F: 3 clusters Score -1105839 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1106109.750000 Penalty: 4582.604492
	Iteration 4Q: 3 clusters Score -1106110 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1106376.250000 Penalty: 4582.604492
	Iteration 5Q: 3 clusters Score -1106376 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1106631.500000 Penalty: 4582.604492
	Iteration 6Q: 3 clusters Score -1106632 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1106901.375000 Penalty: 4582.604492
	Iteration 7Q: 3 clusters Score -1106901 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1107243.750000 Penalty: 4582.604492
	Iteration 8Q: 3 clusters Score -1107244 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1107662.000000 Penalty: 4582.604492
	Iteration 9Q: 3 clusters Score -1107662 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1108203.250000 Penalty: 4582.604492
	Iteration 10F: 3 clusters Score -1108203 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1108881.875000 Penalty: 4582.604492
	Iteration 11F: 3 clusters Score -1108882 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1109604.125000 Penalty: 4582.604492
	Iteration 12F: 3 clusters Score -1109604 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1110097.250000 Penalty: 4582.604492
	Iteration 13Q: 3 clusters Score -1110097 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1110367.500000 Penalty: 4582.604492
	Iteration 14Q: 3 clusters Score -1110368 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1110487.375000 Penalty: 4582.604492
	Iteration 15Q: 3 clusters Score -1110487 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1110536.625000 Penalty: 4582.604492
	Iteration 16Q: 3 clusters Score -1110537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1110556.750000 Penalty: 4582.604492
	Iteration 17Q: 3 clusters Score -1110557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1110567.625000 Penalty: 4582.604492
	Iteration 18Q: 3 clusters Score -1110568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1110575.875000 Penalty: 4582.604492
	Iteration 19Q: 3 clusters Score -1110576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1110581.250000 Penalty: 4582.604492
	Iteration 20F: 3 clusters Score -1110581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1110579.250000 Penalty: 4582.604492
	Iteration 21Q: 3 clusters Score -1110579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1110580.250000 Penalty: 4582.604492
	Iteration 22Q: 3 clusters Score -1110580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1110582.625000 Penalty: 4582.604492
	Iteration 23Q: 3 clusters Score -1110583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1110582.625000 Penalty: 4582.604492
	Iteration 24Q: 3 clusters Score -1110583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1110582.375000 Penalty: 4582.604492
	Iteration 25Q: 3 clusters Score -1110582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1110581.625000 Penalty: 4582.604492
	Iteration 26Q: 3 clusters Score -1110582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1110581.625000 Penalty: 4582.604492
	Iteration 27F: 3 clusters Score -1110582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -472780.687500 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -472780.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -468607.062500 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -468607.1 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -469548.781250 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -469548.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -469847.937500 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -469847.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -470150.375000 Penalty: 4170.170410
	Iteration 3F: 3 clusters Score -470150.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -470481.562500 Penalty: 4170.170410
	Iteration 4F: 3 clusters Score -470481.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -470757.187500 Penalty: 4170.170410
	Iteration 5F: 3 clusters Score -470757.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -471007.625000 Penalty: 4170.170410
	Iteration 6F: 3 clusters Score -471007.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -471211.593750 Penalty: 4170.170410
	Iteration 7Q: 3 clusters Score -471211.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -471389.468750 Penalty: 4170.170410
	Iteration 8Q: 3 clusters Score -471389.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -471537.875000 Penalty: 4170.170410
	Iteration 9Q: 3 clusters Score -471537.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -471685.000000 Penalty: 4170.170410
	Iteration 10Q: 3 clusters Score -471685 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -471835.968750 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -471836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -471994.593750 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -471994.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -472110.125000 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -472110.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -472159.031250 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -472159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -472177.375000 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -472177.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -472185.812500 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -472185.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -472191.312500 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -472191.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -472195.875000 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -472195.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -472200.562500 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -472200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -472201.625000 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -472201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -472202.906250 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -472202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -472204.968750 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -472205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -472205.031250 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -472205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -472206.125000 Penalty: 4170.170410
	Iteration 24Q: 3 clusters Score -472206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -472205.750000 Penalty: 4170.170410
	Iteration 25Q: 3 clusters Score -472205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -472205.750000 Penalty: 4170.170410
	Iteration 26F: 3 clusters Score -472205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Entering Unmasked Estep 
Score: -1390546.000000 Penalty: 2338.529785
	Iteration 0F: 2 clusters Score -1390546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1381377.500000 Penalty: 4677.059570
	Iteration 0F: 3 clusters Score -1381378 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1384249.750000 Penalty: 4677.059570
	Iteration 1F: 3 clusters Score -1384250 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1384747.250000 Penalty: 4677.059570
	Iteration 2F: 3 clusters Score -1384747 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1385170.375000 Penalty: 4677.059570
	Iteration 3F: 3 clusters Score -1385170 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1385584.250000 Penalty: 4677.059570
	Iteration 4F: 3 clusters Score -1385584 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1385991.500000 Penalty: 4677.059570
	Iteration 5F: 3 clusters Score -1385992 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1386416.250000 Penalty: 4677.059570
	Iteration 6F: 3 clusters Score -1386416 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1386877.750000 Penalty: 4677.059570
	Iteration 7Q: 3 clusters Score -1386878 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1387435.625000 Penalty: 4677.059570
	Iteration 8F: 3 clusters Score -1387436 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1388090.125000 Penalty: 4677.059570
	Iteration 9F: 3 clusters Score -1388090 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1388642.875000 Penalty: 4677.059570
	Iteration 10Q: 3 clusters Score -1388643 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1389087.500000 Penalty: 4677.059570
	Iteration 11Q: 3 clusters Score -1389088 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1389358.750000 Penalty: 4677.059570
	Iteration 12Q: 3 clusters Score -1389359 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1389485.000000 Penalty: 4677.059570
	Iteration 13Q: 3 clusters Score -1389485 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1389549.125000 Penalty: 4677.059570
	Iteration 14Q: 3 clusters Score -1389549 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1389574.750000 Penalty: 4677.059570
	Iteration 15Q: 3 clusters Score -1389575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1389595.625000 Penalty: 4677.059570
	Iteration 16Q: 3 clusters Score -1389596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1389606.375000 Penalty: 4677.059570
	Iteration 17Q: 3 clusters Score -1389606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1389608.875000 Penalty: 4677.059570
	Iteration 18Q: 3 clusters Score -1389609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1389614.125000 Penalty: 4677.059570
	Iteration 19Q: 3 clusters Score -1389614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1389620.000000 Penalty: 4677.059570
	Iteration 20F: 3 clusters Score -1389620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1389619.875000 Penalty: 4677.059570
	Iteration 21Q: 3 clusters Score -1389620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1389623.375000 Penalty: 4677.059570
	Iteration 22Q: 3 clusters Score -1389623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1389625.000000 Penalty: 4677.059570
	Iteration 23Q: 3 clusters Score -1389625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1389625.750000 Penalty: 4677.059570
	Iteration 24Q: 3 clusters Score -1389626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1389625.000000 Penalty: 4677.059570
	Iteration 25Q: 3 clusters Score -1389625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1389628.000000 Penalty: 4677.059570
	Iteration 26Q: 3 clusters Score -1389628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1389627.500000 Penalty: 4677.059570
	Iteration 27Q: 3 clusters Score -1389628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1389627.500000 Penalty: 4677.059570
	Iteration 28F: 3 clusters Score -1389628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Entering Unmasked Estep 
Score: -1727451.500000 Penalty: 2384.322754
	Iteration 0F: 2 clusters Score -1727452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1716733.500000 Penalty: 4768.645508
	Iteration 0F: 3 clusters Score -1716734 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1719899.375000 Penalty: 4768.645508
	Iteration 1F: 3 clusters Score -1719899 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1720252.750000 Penalty: 4768.645508
	Iteration 2F: 3 clusters Score -1720253 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1720555.250000 Penalty: 4768.645508
	Iteration 3Q: 3 clusters Score -1720555 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1720837.250000 Penalty: 4768.645508
	Iteration 4Q: 3 clusters Score -1720837 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1721120.125000 Penalty: 4768.645508
	Iteration 5Q: 3 clusters Score -1721120 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1721454.750000 Penalty: 4768.645508
	Iteration 6Q: 3 clusters Score -1721455 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1721872.000000 Penalty: 4768.645508
	Iteration 7Q: 3 clusters Score -1721872 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1722368.125000 Penalty: 4768.645508
	Iteration 8Q: 3 clusters Score -1722368 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1722903.625000 Penalty: 4768.645508
	Iteration 9F: 3 clusters Score -1722904 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1723493.500000 Penalty: 4768.645508
	Iteration 10F: 3 clusters Score -1723494 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1724067.250000 Penalty: 4768.645508
	Iteration 11Q: 3 clusters Score -1724067 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1724506.125000 Penalty: 4768.645508
	Iteration 12Q: 3 clusters Score -1724506 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1724812.125000 Penalty: 4768.645508
	Iteration 13Q: 3 clusters Score -1724812 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1725029.375000 Penalty: 4768.645508
	Iteration 14Q: 3 clusters Score -1725029 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1725174.250000 Penalty: 4768.645508
	Iteration 15Q: 3 clusters Score -1725174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1725252.750000 Penalty: 4768.645508
	Iteration 16Q: 3 clusters Score -1725253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1725288.000000 Penalty: 4768.645508
	Iteration 17Q: 3 clusters Score -1725288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1725321.625000 Penalty: 4768.645508
	Iteration 18Q: 3 clusters Score -1725322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1725344.625000 Penalty: 4768.645508
	Iteration 19Q: 3 clusters Score -1725345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1725360.625000 Penalty: 4768.645508
	Iteration 20F: 3 clusters Score -1725361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1725370.000000 Penalty: 4768.645508
	Iteration 21Q: 3 clusters Score -1725370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1725376.250000 Penalty: 4768.645508
	Iteration 22Q: 3 clusters Score -1725376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1725375.500000 Penalty: 4768.645508
	Iteration 23Q: 3 clusters Score -1725376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1725375.500000 Penalty: 4768.645508
	Iteration 24F: 3 clusters Score -1725376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Entering Unmasked Estep 
Score: -1028055.187500 Penalty: 2270.842529
	Iteration 0F: 2 clusters Score -1028055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1020696.750000 Penalty: 4541.685059
	Iteration 0F: 3 clusters Score -1020697 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1022857.500000 Penalty: 4541.685059
	Iteration 1F: 3 clusters Score -1022858 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1023282.062500 Penalty: 4541.685059
	Iteration 2F: 3 clusters Score -1023282 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1023682.500000 Penalty: 4541.685059
	Iteration 3F: 3 clusters Score -1023682 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1024071.812500 Penalty: 4541.685059
	Iteration 4F: 3 clusters Score -1024072 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1024481.312500 Penalty: 4541.685059
	Iteration 5F: 3 clusters Score -1024481 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1024858.375000 Penalty: 4541.685059
	Iteration 6F: 3 clusters Score -1024858 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1025199.437500 Penalty: 4541.685059
	Iteration 7F: 3 clusters Score -1025199 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1025485.625000 Penalty: 4541.685059
	Iteration 8Q: 3 clusters Score -1025486 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1025681.687500 Penalty: 4541.685059
	Iteration 9Q: 3 clusters Score -1025682 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1025811.625000 Penalty: 4541.685059
	Iteration 10Q: 3 clusters Score -1025812 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1025915.000000 Penalty: 4541.685059
	Iteration 11Q: 3 clusters Score -1025915 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1026000.375000 Penalty: 4541.685059
	Iteration 12Q: 3 clusters Score -1026000 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1026084.875000 Penalty: 4541.685059
	Iteration 13Q: 3 clusters Score -1026085 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1026181.812500 Penalty: 4541.685059
	Iteration 14Q: 3 clusters Score -1026182 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1026287.125000 Penalty: 4541.685059
	Iteration 15Q: 3 clusters Score -1026287 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1026372.000000 Penalty: 4541.685059
	Iteration 16Q: 3 clusters Score -1026372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1026440.000000 Penalty: 4541.685059
	Iteration 17Q: 3 clusters Score -1026440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1026471.625000 Penalty: 4541.685059
	Iteration 18Q: 3 clusters Score -1026472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1026493.937500 Penalty: 4541.685059
	Iteration 19Q: 3 clusters Score -1026494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1026511.187500 Penalty: 4541.685059
	Iteration 20F: 3 clusters Score -1026511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1026519.875000 Penalty: 4541.685059
	Iteration 21Q: 3 clusters Score -1026520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1026525.562500 Penalty: 4541.685059
	Iteration 22Q: 3 clusters Score -1026526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1026526.562500 Penalty: 4541.685059
	Iteration 23Q: 3 clusters Score -1026527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1026531.125000 Penalty: 4541.685059
	Iteration 24Q: 3 clusters Score -1026531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1026531.187500 Penalty: 4541.685059
	Iteration 25Q: 3 clusters Score -1026531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1026532.750000 Penalty: 4541.685059
	Iteration 26Q: 3 clusters Score -1026533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1026534.562500 Penalty: 4541.685059
	Iteration 27Q: 3 clusters Score -1026535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1026535.625000 Penalty: 4541.685059
	Iteration 28Q: 3 clusters Score -1026536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1026534.125000 Penalty: 4541.685059
	Iteration 29Q: 3 clusters Score -1026534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1026534.375000 Penalty: 4541.685059
	Iteration 30Q: 3 clusters Score -1026534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1026536.000000 Penalty: 4541.685059
	Iteration 31Q: 3 clusters Score -1026536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1026536.875000 Penalty: 4541.685059
	Iteration 32Q: 3 clusters Score -1026537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1026536.625000 Penalty: 4541.685059
	Iteration 33Q: 3 clusters Score -1026537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1026534.000000 Penalty: 4541.685059
	Iteration 34Q: 3 clusters Score -1026534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1026535.750000 Penalty: 4541.685059
	Iteration 35Q: 3 clusters Score -1026536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1026536.687500 Penalty: 4541.685059
	Iteration 36Q: 3 clusters Score -1026537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1026536.062500 Penalty: 4541.685059
	Iteration 37Q: 3 clusters Score -1026536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1026538.625000 Penalty: 4541.685059
	Iteration 38Q: 3 clusters Score -1026539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1026539.375000 Penalty: 4541.685059
	Iteration 39Q: 3 clusters Score -1026539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1026539.937500 Penalty: 4541.685059
	Iteration 40F: 3 clusters Score -1026540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1026538.875000 Penalty: 4541.685059
	Iteration 41Q: 3 clusters Score -1026539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1026539.437500 Penalty: 4541.685059
	Iteration 42Q: 3 clusters Score -1026539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1026540.812500 Penalty: 4541.685059
	Iteration 43Q: 3 clusters Score -1026541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1026540.812500 Penalty: 4541.685059
	Iteration 44F: 3 clusters Score -1026541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -346370.812500 Penalty: 1997.600342
	Iteration 0F: 2 clusters Score -346370.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -343012.593750 Penalty: 3995.200684
	Iteration 0F: 3 clusters Score -343012.6 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -343741.437500 Penalty: 3995.200684
	Iteration 1F: 3 clusters Score -343741.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -343934.531250 Penalty: 3995.200684
	Iteration 2F: 3 clusters Score -343934.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -344068.843750 Penalty: 3995.200684
	Iteration 3F: 3 clusters Score -344068.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -344168.718750 Penalty: 3995.200684
	Iteration 4Q: 3 clusters Score -344168.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -344244.312500 Penalty: 3995.200684
	Iteration 5Q: 3 clusters Score -344244.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -344308.250000 Penalty: 3995.200684
	Iteration 6Q: 3 clusters Score -344308.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -344376.062500 Penalty: 3995.200684
	Iteration 7Q: 3 clusters Score -344376.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -344445.031250 Penalty: 3995.200684
	Iteration 8Q: 3 clusters Score -344445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -344495.250000 Penalty: 3995.200684
	Iteration 9Q: 3 clusters Score -344495.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -344555.312500 Penalty: 3995.200684
	Iteration 10Q: 3 clusters Score -344555.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -344600.562500 Penalty: 3995.200684
	Iteration 11Q: 3 clusters Score -344600.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -344641.437500 Penalty: 3995.200684
	Iteration 12Q: 3 clusters Score -344641.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -344669.093750 Penalty: 3995.200684
	Iteration 13Q: 3 clusters Score -344669.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -344696.843750 Penalty: 3995.200684
	Iteration 14Q: 3 clusters Score -344696.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -344724.750000 Penalty: 3995.200684
	Iteration 15Q: 3 clusters Score -344724.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -344744.312500 Penalty: 3995.200684
	Iteration 16Q: 3 clusters Score -344744.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -344759.750000 Penalty: 3995.200684
	Iteration 17Q: 3 clusters Score -344759.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -344778.812500 Penalty: 3995.200684
	Iteration 18Q: 3 clusters Score -344778.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -344791.375000 Penalty: 3995.200684
	Iteration 19Q: 3 clusters Score -344791.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -344804.656250 Penalty: 3995.200684
	Iteration 20F: 3 clusters Score -344804.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -344815.812500 Penalty: 3995.200684
	Iteration 21Q: 3 clusters Score -344815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -344828.718750 Penalty: 3995.200684
	Iteration 22Q: 3 clusters Score -344828.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -344836.406250 Penalty: 3995.200684
	Iteration 23Q: 3 clusters Score -344836.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -344841.031250 Penalty: 3995.200684
	Iteration 24Q: 3 clusters Score -344841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -344846.750000 Penalty: 3995.200684
	Iteration 25Q: 3 clusters Score -344846.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -344849.937500 Penalty: 3995.200684
	Iteration 26Q: 3 clusters Score -344849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -344855.718750 Penalty: 3995.200684
	Iteration 27Q: 3 clusters Score -344855.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -344858.281250 Penalty: 3995.200684
	Iteration 28Q: 3 clusters Score -344858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -344857.906250 Penalty: 3995.200684
	Iteration 29Q: 3 clusters Score -344857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -344859.093750 Penalty: 3995.200684
	Iteration 30Q: 3 clusters Score -344859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -344859.406250 Penalty: 3995.200684
	Iteration 31Q: 3 clusters Score -344859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -344860.437500 Penalty: 3995.200684
	Iteration 32Q: 3 clusters Score -344860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -344860.562500 Penalty: 3995.200684
	Iteration 33Q: 3 clusters Score -344860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -344860.781250 Penalty: 3995.200684
	Iteration 34Q: 3 clusters Score -344860.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -344860.781250 Penalty: 3995.200684
	Iteration 35F: 3 clusters Score -344860.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -1036713.625000 Penalty: 2277.044678
	Iteration 0F: 2 clusters Score -1036714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1029212.812500 Penalty: 4554.089355
	Iteration 0F: 3 clusters Score -1029213 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1031511.500000 Penalty: 4554.089355
	Iteration 1F: 3 clusters Score -1031512 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1031995.875000 Penalty: 4554.089355
	Iteration 2F: 3 clusters Score -1031996 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1032442.937500 Penalty: 4554.089355
	Iteration 3F: 3 clusters Score -1032443 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1032964.500000 Penalty: 4554.089355
	Iteration 4F: 3 clusters Score -1032964 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1033477.875000 Penalty: 4554.089355
	Iteration 5F: 3 clusters Score -1033478 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1034005.937500 Penalty: 4554.089355
	Iteration 6F: 3 clusters Score -1034006 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1034527.500000 Penalty: 4554.089355
	Iteration 7F: 3 clusters Score -1034528 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1034926.875000 Penalty: 4554.089355
	Iteration 8F: 3 clusters Score -1034927 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1035145.000000 Penalty: 4554.089355
	Iteration 9Q: 3 clusters Score -1035145 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1035267.062500 Penalty: 4554.089355
	Iteration 10Q: 3 clusters Score -1035267 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1035352.500000 Penalty: 4554.089355
	Iteration 11Q: 3 clusters Score -1035352 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1035431.937500 Penalty: 4554.089355
	Iteration 12Q: 3 clusters Score -1035432 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1035481.375000 Penalty: 4554.089355
	Iteration 13Q: 3 clusters Score -1035481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1035511.312500 Penalty: 4554.089355
	Iteration 14Q: 3 clusters Score -1035511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1035538.250000 Penalty: 4554.089355
	Iteration 15Q: 3 clusters Score -1035538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1035561.375000 Penalty: 4554.089355
	Iteration 16Q: 3 clusters Score -1035561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1035586.000000 Penalty: 4554.089355
	Iteration 17Q: 3 clusters Score -1035586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1035596.812500 Penalty: 4554.089355
	Iteration 18Q: 3 clusters Score -1035597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1035602.937500 Penalty: 4554.089355
	Iteration 19Q: 3 clusters Score -1035603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1035610.312500 Penalty: 4554.089355
	Iteration 20F: 3 clusters Score -1035610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1035612.625000 Penalty: 4554.089355
	Iteration 21Q: 3 clusters Score -1035613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1035616.000000 Penalty: 4554.089355
	Iteration 22Q: 3 clusters Score -1035616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1035618.750000 Penalty: 4554.089355
	Iteration 23Q: 3 clusters Score -1035619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1035618.625000 Penalty: 4554.089355
	Iteration 24Q: 3 clusters Score -1035619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1035616.875000 Penalty: 4554.089355
	Iteration 25Q: 3 clusters Score -1035617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1035620.687500 Penalty: 4554.089355
	Iteration 26Q: 3 clusters Score -1035621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1035624.812500 Penalty: 4554.089355
	Iteration 27Q: 3 clusters Score -1035625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1035630.437500 Penalty: 4554.089355
	Iteration 28Q: 3 clusters Score -1035630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1035631.000000 Penalty: 4554.089355
	Iteration 29Q: 3 clusters Score -1035631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1035635.750000 Penalty: 4554.089355
	Iteration 30Q: 3 clusters Score -1035636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1035640.500000 Penalty: 4554.089355
	Iteration 31Q: 3 clusters Score -1035640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1035644.562500 Penalty: 4554.089355
	Iteration 32Q: 3 clusters Score -1035645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1035649.250000 Penalty: 4554.089355
	Iteration 33Q: 3 clusters Score -1035649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1035653.562500 Penalty: 4554.089355
	Iteration 34Q: 3 clusters Score -1035654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1035656.062500 Penalty: 4554.089355
	Iteration 35Q: 3 clusters Score -1035656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1035663.000000 Penalty: 4554.089355
	Iteration 36Q: 3 clusters Score -1035663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1035671.687500 Penalty: 4554.089355
	Iteration 37Q: 3 clusters Score -1035672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1035684.812500 Penalty: 4554.089355
	Iteration 38Q: 3 clusters Score -1035685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1035698.125000 Penalty: 4554.089355
	Iteration 39Q: 3 clusters Score -1035698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1035720.125000 Penalty: 4554.089355
	Iteration 40F: 3 clusters Score -1035720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1035742.250000 Penalty: 4554.089355
	Iteration 41Q: 3 clusters Score -1035742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1035762.375000 Penalty: 4554.089355
	Iteration 42Q: 3 clusters Score -1035762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1035792.125000 Penalty: 4554.089355
	Iteration 43Q: 3 clusters Score -1035792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1035828.437500 Penalty: 4554.089355
	Iteration 44Q: 3 clusters Score -1035828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1035865.562500 Penalty: 4554.089355
	Iteration 45Q: 3 clusters Score -1035866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1035902.000000 Penalty: 4554.089355
	Iteration 46Q: 3 clusters Score -1035902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1035924.812500 Penalty: 4554.089355
	Iteration 47Q: 3 clusters Score -1035925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1035940.125000 Penalty: 4554.089355
	Iteration 48Q: 3 clusters Score -1035940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1035946.125000 Penalty: 4554.089355
	Iteration 49Q: 3 clusters Score -1035946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1035958.312500 Penalty: 4554.089355
	Iteration 50Q: 3 clusters Score -1035958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1035966.500000 Penalty: 4554.089355
	Iteration 51Q: 3 clusters Score -1035966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1035971.750000 Penalty: 4554.089355
	Iteration 52Q: 3 clusters Score -1035972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1035980.875000 Penalty: 4554.089355
	Iteration 53Q: 3 clusters Score -1035981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1035994.187500 Penalty: 4554.089355
	Iteration 54Q: 3 clusters Score -1035994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1036008.625000 Penalty: 4554.089355
	Iteration 55Q: 3 clusters Score -1036009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1036013.625000 Penalty: 4554.089355
	Iteration 56Q: 3 clusters Score -1036014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1036017.125000 Penalty: 4554.089355
	Iteration 57Q: 3 clusters Score -1036017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1036022.187500 Penalty: 4554.089355
	Iteration 58Q: 3 clusters Score -1036022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1036025.562500 Penalty: 4554.089355
	Iteration 59Q: 3 clusters Score -1036026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1036026.125000 Penalty: 4554.089355
	Iteration 60F: 3 clusters Score -1036026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1036027.750000 Penalty: 4554.089355
	Iteration 61Q: 3 clusters Score -1036028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1036028.500000 Penalty: 4554.089355
	Iteration 62Q: 3 clusters Score -1036028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1036028.562500 Penalty: 4554.089355
	Iteration 63Q: 3 clusters Score -1036029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1036030.375000 Penalty: 4554.089355
	Iteration 64Q: 3 clusters Score -1036030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1036033.812500 Penalty: 4554.089355
	Iteration 65Q: 3 clusters Score -1036034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1036038.687500 Penalty: 4554.089355
	Iteration 66Q: 3 clusters Score -1036039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1036038.625000 Penalty: 4554.089355
	Iteration 67Q: 3 clusters Score -1036039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1036039.250000 Penalty: 4554.089355
	Iteration 68Q: 3 clusters Score -1036039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1036039.625000 Penalty: 4554.089355
	Iteration 69Q: 3 clusters Score -1036040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1036040.125000 Penalty: 4554.089355
	Iteration 70Q: 3 clusters Score -1036040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1036040.312500 Penalty: 4554.089355
	Iteration 71Q: 3 clusters Score -1036040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1036040.312500 Penalty: 4554.089355
	Iteration 72F: 3 clusters Score -1036040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Entering Unmasked Estep 
Score: -1309990.500000 Penalty: 2333.377686
	Iteration 0F: 2 clusters Score -1309990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1300917.750000 Penalty: 4666.755371
	Iteration 0F: 3 clusters Score -1300918 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1303729.000000 Penalty: 4666.755371
	Iteration 1F: 3 clusters Score -1303729 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1304210.750000 Penalty: 4666.755371
	Iteration 2F: 3 clusters Score -1304211 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1304648.250000 Penalty: 4666.755371
	Iteration 3F: 3 clusters Score -1304648 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1305073.875000 Penalty: 4666.755371
	Iteration 4F: 3 clusters Score -1305074 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1305542.500000 Penalty: 4666.755371
	Iteration 5F: 3 clusters Score -1305542 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1306044.875000 Penalty: 4666.755371
	Iteration 6F: 3 clusters Score -1306045 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1306563.875000 Penalty: 4666.755371
	Iteration 7F: 3 clusters Score -1306564 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1306970.250000 Penalty: 4666.755371
	Iteration 8Q: 3 clusters Score -1306970 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1307287.500000 Penalty: 4666.755371
	Iteration 9Q: 3 clusters Score -1307288 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1307541.500000 Penalty: 4666.755371
	Iteration 10Q: 3 clusters Score -1307542 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1307743.000000 Penalty: 4666.755371
	Iteration 11Q: 3 clusters Score -1307743 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1307926.625000 Penalty: 4666.755371
	Iteration 12Q: 3 clusters Score -1307927 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1308048.375000 Penalty: 4666.755371
	Iteration 13Q: 3 clusters Score -1308048 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1308142.750000 Penalty: 4666.755371
	Iteration 14Q: 3 clusters Score -1308143 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1308228.625000 Penalty: 4666.755371
	Iteration 15Q: 3 clusters Score -1308229 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1308279.000000 Penalty: 4666.755371
	Iteration 16Q: 3 clusters Score -1308279 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1308329.625000 Penalty: 4666.755371
	Iteration 17Q: 3 clusters Score -1308330 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1308382.000000 Penalty: 4666.755371
	Iteration 18Q: 3 clusters Score -1308382 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1308413.875000 Penalty: 4666.755371
	Iteration 19Q: 3 clusters Score -1308414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1308452.000000 Penalty: 4666.755371
	Iteration 20F: 3 clusters Score -1308452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1308483.875000 Penalty: 4666.755371
	Iteration 21Q: 3 clusters Score -1308484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1308512.875000 Penalty: 4666.755371
	Iteration 22Q: 3 clusters Score -1308513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1308537.625000 Penalty: 4666.755371
	Iteration 23Q: 3 clusters Score -1308538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1308553.000000 Penalty: 4666.755371
	Iteration 24Q: 3 clusters Score -1308553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1308566.500000 Penalty: 4666.755371
	Iteration 25Q: 3 clusters Score -1308566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1308580.250000 Penalty: 4666.755371
	Iteration 26Q: 3 clusters Score -1308580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1308588.250000 Penalty: 4666.755371
	Iteration 27Q: 3 clusters Score -1308588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1308595.875000 Penalty: 4666.755371
	Iteration 28Q: 3 clusters Score -1308596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1308603.125000 Penalty: 4666.755371
	Iteration 29Q: 3 clusters Score -1308603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1308608.000000 Penalty: 4666.755371
	Iteration 30Q: 3 clusters Score -1308608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1308609.750000 Penalty: 4666.755371
	Iteration 31Q: 3 clusters Score -1308610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1308610.875000 Penalty: 4666.755371
	Iteration 32Q: 3 clusters Score -1308611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1308614.250000 Penalty: 4666.755371
	Iteration 33Q: 3 clusters Score -1308614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1308611.875000 Penalty: 4666.755371
	Iteration 34Q: 3 clusters Score -1308612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1308612.000000 Penalty: 4666.755371
	Iteration 35Q: 3 clusters Score -1308612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1308612.625000 Penalty: 4666.755371
	Iteration 36Q: 3 clusters Score -1308613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1308611.875000 Penalty: 4666.755371
	Iteration 37Q: 3 clusters Score -1308612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1308612.875000 Penalty: 4666.755371
	Iteration 38Q: 3 clusters Score -1308613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1308611.125000 Penalty: 4666.755371
	Iteration 39Q: 3 clusters Score -1308611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1308609.000000 Penalty: 4666.755371
	Iteration 40F: 3 clusters Score -1308609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1308611.750000 Penalty: 4666.755371
	Iteration 41Q: 3 clusters Score -1308612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1308612.375000 Penalty: 4666.755371
	Iteration 42Q: 3 clusters Score -1308612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1308612.625000 Penalty: 4666.755371
	Iteration 43Q: 3 clusters Score -1308613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1308609.500000 Penalty: 4666.755371
	Iteration 44Q: 3 clusters Score -1308610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1308612.875000 Penalty: 4666.755371
	Iteration 45Q: 3 clusters Score -1308613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1308617.375000 Penalty: 4666.755371
	Iteration 46Q: 3 clusters Score -1308617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1308615.375000 Penalty: 4666.755371
	Iteration 47Q: 3 clusters Score -1308615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1308616.125000 Penalty: 4666.755371
	Iteration 48Q: 3 clusters Score -1308616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1308615.750000 Penalty: 4666.755371
	Iteration 49Q: 3 clusters Score -1308616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1308614.875000 Penalty: 4666.755371
	Iteration 50Q: 3 clusters Score -1308615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1308617.375000 Penalty: 4666.755371
	Iteration 51Q: 3 clusters Score -1308617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1308618.500000 Penalty: 4666.755371
	Iteration 52Q: 3 clusters Score -1308618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1308618.750000 Penalty: 4666.755371
	Iteration 53Q: 3 clusters Score -1308619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1308619.500000 Penalty: 4666.755371
	Iteration 54Q: 3 clusters Score -1308620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1308617.750000 Penalty: 4666.755371
	Iteration 55Q: 3 clusters Score -1308618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1308622.500000 Penalty: 4666.755371
	Iteration 56Q: 3 clusters Score -1308622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1308621.750000 Penalty: 4666.755371
	Iteration 57Q: 3 clusters Score -1308622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1308621.375000 Penalty: 4666.755371
	Iteration 58Q: 3 clusters Score -1308621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1308622.875000 Penalty: 4666.755371
	Iteration 59Q: 3 clusters Score -1308623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1308621.500000 Penalty: 4666.755371
	Iteration 60F: 3 clusters Score -1308622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1308621.750000 Penalty: 4666.755371
	Iteration 61Q: 3 clusters Score -1308622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1308626.250000 Penalty: 4666.755371
	Iteration 62Q: 3 clusters Score -1308626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1308628.500000 Penalty: 4666.755371
	Iteration 63Q: 3 clusters Score -1308628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1308631.625000 Penalty: 4666.755371
	Iteration 64Q: 3 clusters Score -1308632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1308634.375000 Penalty: 4666.755371
	Iteration 65Q: 3 clusters Score -1308634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1308635.625000 Penalty: 4666.755371
	Iteration 66Q: 3 clusters Score -1308636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1308636.125000 Penalty: 4666.755371
	Iteration 67Q: 3 clusters Score -1308636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1308634.875000 Penalty: 4666.755371
	Iteration 68Q: 3 clusters Score -1308635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1308635.250000 Penalty: 4666.755371
	Iteration 69Q: 3 clusters Score -1308635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1308634.875000 Penalty: 4666.755371
	Iteration 70Q: 3 clusters Score -1308635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1308635.000000 Penalty: 4666.755371
	Iteration 71Q: 3 clusters Score -1308635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1308635.625000 Penalty: 4666.755371
	Iteration 72Q: 3 clusters Score -1308636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1308635.625000 Penalty: 4666.755371
	Iteration 73F: 3 clusters Score -1308636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Entering Unmasked Estep 
Score: -766933.125000 Penalty: 2192.966064
	Iteration 0F: 2 clusters Score -766933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -761237.062500 Penalty: 4385.932129
	Iteration 0F: 3 clusters Score -761237.1 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -762891.875000 Penalty: 4385.932129
	Iteration 1F: 3 clusters Score -762891.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -763183.812500 Penalty: 4385.932129
	Iteration 2F: 3 clusters Score -763183.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -763447.375000 Penalty: 4385.932129
	Iteration 3F: 3 clusters Score -763447.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -763704.562500 Penalty: 4385.932129
	Iteration 4F: 3 clusters Score -763704.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -763961.062500 Penalty: 4385.932129
	Iteration 5F: 3 clusters Score -763961.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -764210.562500 Penalty: 4385.932129
	Iteration 6Q: 3 clusters Score -764210.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -764435.562500 Penalty: 4385.932129
	Iteration 7Q: 3 clusters Score -764435.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -764704.625000 Penalty: 4385.932129
	Iteration 8Q: 3 clusters Score -764704.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -764989.062500 Penalty: 4385.932129
	Iteration 9Q: 3 clusters Score -764989.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -765217.687500 Penalty: 4385.932129
	Iteration 10Q: 3 clusters Score -765217.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -765385.312500 Penalty: 4385.932129
	Iteration 11Q: 3 clusters Score -765385.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -765500.062500 Penalty: 4385.932129
	Iteration 12Q: 3 clusters Score -765500.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -765593.062500 Penalty: 4385.932129
	Iteration 13Q: 3 clusters Score -765593.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -765675.937500 Penalty: 4385.932129
	Iteration 14Q: 3 clusters Score -765675.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -765733.625000 Penalty: 4385.932129
	Iteration 15Q: 3 clusters Score -765733.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -765782.500000 Penalty: 4385.932129
	Iteration 16Q: 3 clusters Score -765782.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -765810.000000 Penalty: 4385.932129
	Iteration 17Q: 3 clusters Score -765810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -765838.875000 Penalty: 4385.932129
	Iteration 18Q: 3 clusters Score -765838.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -765867.562500 Penalty: 4385.932129
	Iteration 19Q: 3 clusters Score -765867.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -765907.062500 Penalty: 4385.932129
	Iteration 20F: 3 clusters Score -765907.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -765958.437500 Penalty: 4385.932129
	Iteration 21Q: 3 clusters Score -765958.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -766019.812500 Penalty: 4385.932129
	Iteration 22Q: 3 clusters Score -766019.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -766085.750000 Penalty: 4385.932129
	Iteration 23Q: 3 clusters Score -766085.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -766177.812500 Penalty: 4385.932129
	Iteration 24Q: 3 clusters Score -766177.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -766288.437500 Penalty: 4385.932129
	Iteration 25Q: 3 clusters Score -766288.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -766397.875000 Penalty: 4385.932129
	Iteration 26Q: 3 clusters Score -766397.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -766501.937500 Penalty: 4385.932129
	Iteration 27Q: 3 clusters Score -766501.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -766569.312500 Penalty: 4385.932129
	Iteration 28Q: 3 clusters Score -766569.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -766619.875000 Penalty: 4385.932129
	Iteration 29Q: 3 clusters Score -766619.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -766642.750000 Penalty: 4385.932129
	Iteration 30Q: 3 clusters Score -766642.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -766653.437500 Penalty: 4385.932129
	Iteration 31Q: 3 clusters Score -766653.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -766661.625000 Penalty: 4385.932129
	Iteration 32Q: 3 clusters Score -766661.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -766669.062500 Penalty: 4385.932129
	Iteration 33Q: 3 clusters Score -766669.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -766676.062500 Penalty: 4385.932129
	Iteration 34Q: 3 clusters Score -766676.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -766677.500000 Penalty: 4385.932129
	Iteration 35Q: 3 clusters Score -766677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -766679.437500 Penalty: 4385.932129
	Iteration 36Q: 3 clusters Score -766679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -766682.812500 Penalty: 4385.932129
	Iteration 37Q: 3 clusters Score -766682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -766683.562500 Penalty: 4385.932129
	Iteration 38Q: 3 clusters Score -766683.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -766685.375000 Penalty: 4385.932129
	Iteration 39Q: 3 clusters Score -766685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -766690.062500 Penalty: 4385.932129
	Iteration 40F: 3 clusters Score -766690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -766692.437500 Penalty: 4385.932129
	Iteration 41Q: 3 clusters Score -766692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -766691.812500 Penalty: 4385.932129
	Iteration 42Q: 3 clusters Score -766691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -766693.687500 Penalty: 4385.932129
	Iteration 43Q: 3 clusters Score -766693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -766693.062500 Penalty: 4385.932129
	Iteration 44Q: 3 clusters Score -766693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -766694.125000 Penalty: 4385.932129
	Iteration 45Q: 3 clusters Score -766694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -766694.125000 Penalty: 4385.932129
	Iteration 46F: 3 clusters Score -766694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -81568.437500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -81568.44 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 416 members 
Entering Unmasked Estep 
Score: -79790.937500 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -79790.94 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80182.585938 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -80182.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80361.828125 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -80361.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80455.671875 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -80455.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80498.359375 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -80498.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80535.921875 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -80535.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80562.742188 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -80562.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80595.343750 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -80595.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80619.898438 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -80619.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80641.796875 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -80641.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80659.984375 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -80659.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80673.257812 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -80673.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80684.703125 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -80684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80692.898438 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -80692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80694.750000 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -80694.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80694.750000 Penalty: 3332.630615
	Iteration 15F: 3 clusters Score -80694.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -278746.000000 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -278746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -275436.625000 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -275436.6 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -276314.437500 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -276314.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -276833.718750 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -276833.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -277457.000000 Penalty: 3977.238037
	Iteration 3F: 3 clusters Score -277457 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -277984.093750 Penalty: 3977.238037
	Iteration 4F: 3 clusters Score -277984.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -278237.125000 Penalty: 3977.238037
	Iteration 5F: 3 clusters Score -278237.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -278381.406250 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -278381.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -278479.843750 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -278479.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -278557.468750 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -278557.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -278607.656250 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -278607.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -278641.875000 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -278641.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -278665.750000 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -278665.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -278682.843750 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -278682.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -278694.593750 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -278694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -278702.281250 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -278702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -278710.562500 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -278710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -278716.468750 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -278716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -278721.187500 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -278721.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -278728.031250 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -278728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -278734.187500 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -278734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -278739.843750 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -278739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -278740.718750 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -278740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -278740.718750 Penalty: 3977.238037
	Iteration 22F: 3 clusters Score -278740.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Entering Unmasked Estep 
Score: -851752.937500 Penalty: 2234.948486
	Iteration 0F: 2 clusters Score -851752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -845190.125000 Penalty: 4469.896973
	Iteration 0F: 3 clusters Score -845190.1 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -847068.375000 Penalty: 4469.896973
	Iteration 1F: 3 clusters Score -847068.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -847707.875000 Penalty: 4469.896973
	Iteration 2F: 3 clusters Score -847707.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -848538.062500 Penalty: 4469.896973
	Iteration 3F: 3 clusters Score -848538.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -849444.750000 Penalty: 4469.896973
	Iteration 4F: 3 clusters Score -849444.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -850217.937500 Penalty: 4469.896973
	Iteration 5F: 3 clusters Score -850217.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -850729.687500 Penalty: 4469.896973
	Iteration 6F: 3 clusters Score -850729.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -851024.250000 Penalty: 4469.896973
	Iteration 7Q: 3 clusters Score -851024.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -851205.500000 Penalty: 4469.896973
	Iteration 8Q: 3 clusters Score -851205.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -851350.500000 Penalty: 4469.896973
	Iteration 9Q: 3 clusters Score -851350.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -851458.187500 Penalty: 4469.896973
	Iteration 10Q: 3 clusters Score -851458.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -851497.000000 Penalty: 4469.896973
	Iteration 11Q: 3 clusters Score -851497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -851514.000000 Penalty: 4469.896973
	Iteration 12Q: 3 clusters Score -851514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -851524.437500 Penalty: 4469.896973
	Iteration 13Q: 3 clusters Score -851524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -851525.437500 Penalty: 4469.896973
	Iteration 14Q: 3 clusters Score -851525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -851527.937500 Penalty: 4469.896973
	Iteration 15Q: 3 clusters Score -851527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -851528.125000 Penalty: 4469.896973
	Iteration 16Q: 3 clusters Score -851528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -851527.125000 Penalty: 4469.896973
	Iteration 17Q: 3 clusters Score -851527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -851529.812500 Penalty: 4469.896973
	Iteration 18Q: 3 clusters Score -851529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -851530.812500 Penalty: 4469.896973
	Iteration 19Q: 3 clusters Score -851530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -851531.250000 Penalty: 4469.896973
	Iteration 20F: 3 clusters Score -851531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -32996.730469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32996.73 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: -31706.843750 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31706.84 nChanged 32
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: -31812.228516 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31812.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31838.728516 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31838.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31860.185547 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31860.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31864.603516 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31864.6 nChanged 2
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: -31868.787109 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -31868.79 nChanged 0
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: -31868.787109 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -31868.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -949963.625000 Penalty: 2258.365479
	Iteration 0F: 2 clusters Score -949963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -942828.062500 Penalty: 4516.730957
	Iteration 0F: 3 clusters Score -942828.1 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -945064.437500 Penalty: 4516.730957
	Iteration 1F: 3 clusters Score -945064.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -945498.500000 Penalty: 4516.730957
	Iteration 2F: 3 clusters Score -945498.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -945876.250000 Penalty: 4516.730957
	Iteration 3F: 3 clusters Score -945876.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -946213.500000 Penalty: 4516.730957
	Iteration 4F: 3 clusters Score -946213.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -946524.562500 Penalty: 4516.730957
	Iteration 5F: 3 clusters Score -946524.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -946829.187500 Penalty: 4516.730957
	Iteration 6F: 3 clusters Score -946829.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -947105.062500 Penalty: 4516.730957
	Iteration 7Q: 3 clusters Score -947105.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -947345.187500 Penalty: 4516.730957
	Iteration 8Q: 3 clusters Score -947345.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -947564.750000 Penalty: 4516.730957
	Iteration 9Q: 3 clusters Score -947564.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -947761.062500 Penalty: 4516.730957
	Iteration 10Q: 3 clusters Score -947761.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -947958.625000 Penalty: 4516.730957
	Iteration 11Q: 3 clusters Score -947958.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -948105.562500 Penalty: 4516.730957
	Iteration 12Q: 3 clusters Score -948105.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -948224.312500 Penalty: 4516.730957
	Iteration 13Q: 3 clusters Score -948224.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -948332.250000 Penalty: 4516.730957
	Iteration 14Q: 3 clusters Score -948332.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -948413.187500 Penalty: 4516.730957
	Iteration 15Q: 3 clusters Score -948413.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -948465.187500 Penalty: 4516.730957
	Iteration 16Q: 3 clusters Score -948465.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -948500.062500 Penalty: 4516.730957
	Iteration 17Q: 3 clusters Score -948500.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -948520.187500 Penalty: 4516.730957
	Iteration 18Q: 3 clusters Score -948520.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -948540.125000 Penalty: 4516.730957
	Iteration 19Q: 3 clusters Score -948540.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -948554.937500 Penalty: 4516.730957
	Iteration 20F: 3 clusters Score -948554.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -948566.875000 Penalty: 4516.730957
	Iteration 21Q: 3 clusters Score -948566.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -948578.312500 Penalty: 4516.730957
	Iteration 22Q: 3 clusters Score -948578.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -948587.750000 Penalty: 4516.730957
	Iteration 23Q: 3 clusters Score -948587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -948592.687500 Penalty: 4516.730957
	Iteration 24Q: 3 clusters Score -948592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -948595.562500 Penalty: 4516.730957
	Iteration 25Q: 3 clusters Score -948595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -948598.875000 Penalty: 4516.730957
	Iteration 26Q: 3 clusters Score -948598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -948600.312500 Penalty: 4516.730957
	Iteration 27Q: 3 clusters Score -948600.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -948603.312500 Penalty: 4516.730957
	Iteration 28Q: 3 clusters Score -948603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -948603.125000 Penalty: 4516.730957
	Iteration 29Q: 3 clusters Score -948603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -948603.125000 Penalty: 4516.730957
	Iteration 30F: 3 clusters Score -948603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Entering Unmasked Estep 
Score: -755767.062500 Penalty: 2200.654785
	Iteration 0F: 2 clusters Score -755767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -749903.375000 Penalty: 4401.309570
	Iteration 0F: 3 clusters Score -749903.4 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -751524.875000 Penalty: 4401.309570
	Iteration 1F: 3 clusters Score -751524.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -751861.562500 Penalty: 4401.309570
	Iteration 2F: 3 clusters Score -751861.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -752132.062500 Penalty: 4401.309570
	Iteration 3F: 3 clusters Score -752132.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -752401.437500 Penalty: 4401.309570
	Iteration 4Q: 3 clusters Score -752401.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -752730.000000 Penalty: 4401.309570
	Iteration 5F: 3 clusters Score -752730 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -753151.062500 Penalty: 4401.309570
	Iteration 6F: 3 clusters Score -753151.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -753601.812500 Penalty: 4401.309570
	Iteration 7F: 3 clusters Score -753601.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -754115.625000 Penalty: 4401.309570
	Iteration 8F: 3 clusters Score -754115.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -754589.312500 Penalty: 4401.309570
	Iteration 9F: 3 clusters Score -754589.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -754931.812500 Penalty: 4401.309570
	Iteration 10Q: 3 clusters Score -754931.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -755099.250000 Penalty: 4401.309570
	Iteration 11Q: 3 clusters Score -755099.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -755169.687500 Penalty: 4401.309570
	Iteration 12Q: 3 clusters Score -755169.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -755213.187500 Penalty: 4401.309570
	Iteration 13Q: 3 clusters Score -755213.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -755232.875000 Penalty: 4401.309570
	Iteration 14Q: 3 clusters Score -755232.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -755248.000000 Penalty: 4401.309570
	Iteration 15Q: 3 clusters Score -755248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -755254.562500 Penalty: 4401.309570
	Iteration 16Q: 3 clusters Score -755254.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -755258.875000 Penalty: 4401.309570
	Iteration 17Q: 3 clusters Score -755258.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -755262.437500 Penalty: 4401.309570
	Iteration 18Q: 3 clusters Score -755262.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -755262.437500 Penalty: 4401.309570
	Iteration 19Q: 3 clusters Score -755262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -755261.625000 Penalty: 4401.309570
	Iteration 20F: 3 clusters Score -755261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -755263.625000 Penalty: 4401.309570
	Iteration 21Q: 3 clusters Score -755263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -755264.937500 Penalty: 4401.309570
	Iteration 22Q: 3 clusters Score -755264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -755264.437500 Penalty: 4401.309570
	Iteration 23Q: 3 clusters Score -755264.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -755265.875000 Penalty: 4401.309570
	Iteration 24Q: 3 clusters Score -755265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -755267.625000 Penalty: 4401.309570
	Iteration 25Q: 3 clusters Score -755267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -755270.000000 Penalty: 4401.309570
	Iteration 26Q: 3 clusters Score -755270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -755268.125000 Penalty: 4401.309570
	Iteration 27Q: 3 clusters Score -755268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -755268.187500 Penalty: 4401.309570
	Iteration 28Q: 3 clusters Score -755268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -755268.937500 Penalty: 4401.309570
	Iteration 29Q: 3 clusters Score -755268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -755269.875000 Penalty: 4401.309570
	Iteration 30Q: 3 clusters Score -755269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -755271.312500 Penalty: 4401.309570
	Iteration 31Q: 3 clusters Score -755271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -755271.312500 Penalty: 4401.309570
	Iteration 32F: 3 clusters Score -755271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (52935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Entering Unmasked Estep 
Score: -6027087.500000 Penalty: 2697.451172
	Iteration 0F: 2 clusters Score -6027088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -5991330.500000 Penalty: 5394.902344
	Iteration 0F: 3 clusters Score -5991330 nChanged 24566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -6005348.000000 Penalty: 5394.902344
	Iteration 1F: 3 clusters Score -6005348 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -6006298.000000 Penalty: 5394.902344
	Iteration 2Q: 3 clusters Score -6006298 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -6007510.000000 Penalty: 5394.902344
	Iteration 3F: 3 clusters Score -6007510 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -6009307.000000 Penalty: 5394.902344
	Iteration 4F: 3 clusters Score -6009307 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -6011842.500000 Penalty: 5394.902344
	Iteration 5F: 3 clusters Score -6011842 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -6014830.500000 Penalty: 5394.902344
	Iteration 6F: 3 clusters Score -6014830 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -6017768.000000 Penalty: 5394.902344
	Iteration 7F: 3 clusters Score -6017768 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6020379.500000 Penalty: 5394.902344
	Iteration 8F: 3 clusters Score -6020380 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6022322.500000 Penalty: 5394.902344
	Iteration 9Q: 3 clusters Score -6022322 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6023526.000000 Penalty: 5394.902344
	Iteration 10Q: 3 clusters Score -6023526 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6024130.000000 Penalty: 5394.902344
	Iteration 11Q: 3 clusters Score -6024130 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6024430.500000 Penalty: 5394.902344
	Iteration 12Q: 3 clusters Score -6024430 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6024561.500000 Penalty: 5394.902344
	Iteration 13Q: 3 clusters Score -6024562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6024606.500000 Penalty: 5394.902344
	Iteration 14Q: 3 clusters Score -6024606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6024643.500000 Penalty: 5394.902344
	Iteration 15Q: 3 clusters Score -6024644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6024664.000000 Penalty: 5394.902344
	Iteration 16Q: 3 clusters Score -6024664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6024679.500000 Penalty: 5394.902344
	Iteration 17Q: 3 clusters Score -6024680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6024690.000000 Penalty: 5394.902344
	Iteration 18Q: 3 clusters Score -6024690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6024697.000000 Penalty: 5394.902344
	Iteration 19Q: 3 clusters Score -6024697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6024700.000000 Penalty: 5394.902344
	Iteration 20F: 3 clusters Score -6024700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6024709.500000 Penalty: 5394.902344
	Iteration 21Q: 3 clusters Score -6024710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6024723.000000 Penalty: 5394.902344
	Iteration 22Q: 3 clusters Score -6024723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6024729.000000 Penalty: 5394.902344
	Iteration 23Q: 3 clusters Score -6024729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6024729.500000 Penalty: 5394.902344
	Iteration 24Q: 3 clusters Score -6024730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6024736.000000 Penalty: 5394.902344
	Iteration 25Q: 3 clusters Score -6024736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6024737.000000 Penalty: 5394.902344
	Iteration 26Q: 3 clusters Score -6024737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6024755.500000 Penalty: 5394.902344
	Iteration 27Q: 3 clusters Score -6024756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6024763.000000 Penalty: 5394.902344
	Iteration 28Q: 3 clusters Score -6024763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6024763.000000 Penalty: 5394.902344
	Iteration 29Q: 3 clusters Score -6024763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6024766.000000 Penalty: 5394.902344
	Iteration 30Q: 3 clusters Score -6024766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6024766.000000 Penalty: 5394.902344
	Iteration 31F: 3 clusters Score -6024766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Entering Unmasked Estep 
Score: -1882216.875000 Penalty: 2409.959717
	Iteration 0F: 2 clusters Score -1882217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1870315.625000 Penalty: 4819.919434
	Iteration 0F: 3 clusters Score -1870316 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1874130.625000 Penalty: 4819.919434
	Iteration 1F: 3 clusters Score -1874131 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1874465.000000 Penalty: 4819.919434
	Iteration 2F: 3 clusters Score -1874465 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1874751.250000 Penalty: 4819.919434
	Iteration 3Q: 3 clusters Score -1874751 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1874995.250000 Penalty: 4819.919434
	Iteration 4Q: 3 clusters Score -1874995 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1875228.875000 Penalty: 4819.919434
	Iteration 5Q: 3 clusters Score -1875229 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1875453.500000 Penalty: 4819.919434
	Iteration 6Q: 3 clusters Score -1875454 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1875711.625000 Penalty: 4819.919434
	Iteration 7Q: 3 clusters Score -1875712 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1875989.875000 Penalty: 4819.919434
	Iteration 8Q: 3 clusters Score -1875990 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1876253.125000 Penalty: 4819.919434
	Iteration 9Q: 3 clusters Score -1876253 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1876494.375000 Penalty: 4819.919434
	Iteration 10Q: 3 clusters Score -1876494 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1876674.375000 Penalty: 4819.919434
	Iteration 11Q: 3 clusters Score -1876674 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1876826.875000 Penalty: 4819.919434
	Iteration 12Q: 3 clusters Score -1876827 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1876966.500000 Penalty: 4819.919434
	Iteration 13Q: 3 clusters Score -1876966 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1877097.500000 Penalty: 4819.919434
	Iteration 14Q: 3 clusters Score -1877098 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1877217.500000 Penalty: 4819.919434
	Iteration 15Q: 3 clusters Score -1877218 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1877341.375000 Penalty: 4819.919434
	Iteration 16Q: 3 clusters Score -1877341 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1877486.250000 Penalty: 4819.919434
	Iteration 17Q: 3 clusters Score -1877486 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1877651.875000 Penalty: 4819.919434
	Iteration 18Q: 3 clusters Score -1877652 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1877846.125000 Penalty: 4819.919434
	Iteration 19Q: 3 clusters Score -1877846 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1878033.125000 Penalty: 4819.919434
	Iteration 20F: 3 clusters Score -1878033 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1878249.750000 Penalty: 4819.919434
	Iteration 21Q: 3 clusters Score -1878250 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1878471.125000 Penalty: 4819.919434
	Iteration 22Q: 3 clusters Score -1878471 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1878728.625000 Penalty: 4819.919434
	Iteration 23Q: 3 clusters Score -1878729 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1878954.875000 Penalty: 4819.919434
	Iteration 24Q: 3 clusters Score -1878955 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1879157.875000 Penalty: 4819.919434
	Iteration 25Q: 3 clusters Score -1879158 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1879360.375000 Penalty: 4819.919434
	Iteration 26Q: 3 clusters Score -1879360 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1879518.000000 Penalty: 4819.919434
	Iteration 27Q: 3 clusters Score -1879518 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1879635.500000 Penalty: 4819.919434
	Iteration 28Q: 3 clusters Score -1879636 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1879721.750000 Penalty: 4819.919434
	Iteration 29Q: 3 clusters Score -1879722 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1879787.500000 Penalty: 4819.919434
	Iteration 30Q: 3 clusters Score -1879788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1879843.750000 Penalty: 4819.919434
	Iteration 31Q: 3 clusters Score -1879844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1879898.375000 Penalty: 4819.919434
	Iteration 32Q: 3 clusters Score -1879898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1879943.750000 Penalty: 4819.919434
	Iteration 33Q: 3 clusters Score -1879944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1879975.000000 Penalty: 4819.919434
	Iteration 34Q: 3 clusters Score -1879975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1880002.750000 Penalty: 4819.919434
	Iteration 35Q: 3 clusters Score -1880003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1880027.875000 Penalty: 4819.919434
	Iteration 36Q: 3 clusters Score -1880028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1880042.375000 Penalty: 4819.919434
	Iteration 37Q: 3 clusters Score -1880042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1880054.750000 Penalty: 4819.919434
	Iteration 38Q: 3 clusters Score -1880055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1880062.125000 Penalty: 4819.919434
	Iteration 39Q: 3 clusters Score -1880062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1880074.875000 Penalty: 4819.919434
	Iteration 40F: 3 clusters Score -1880075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1880092.625000 Penalty: 4819.919434
	Iteration 41Q: 3 clusters Score -1880093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1880100.375000 Penalty: 4819.919434
	Iteration 42Q: 3 clusters Score -1880100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1880109.500000 Penalty: 4819.919434
	Iteration 43Q: 3 clusters Score -1880110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1880115.875000 Penalty: 4819.919434
	Iteration 44Q: 3 clusters Score -1880116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1880120.875000 Penalty: 4819.919434
	Iteration 45Q: 3 clusters Score -1880121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1880131.125000 Penalty: 4819.919434
	Iteration 46Q: 3 clusters Score -1880131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1880144.125000 Penalty: 4819.919434
	Iteration 47Q: 3 clusters Score -1880144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1880145.750000 Penalty: 4819.919434
	Iteration 48Q: 3 clusters Score -1880146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1880151.750000 Penalty: 4819.919434
	Iteration 49Q: 3 clusters Score -1880152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1880154.500000 Penalty: 4819.919434
	Iteration 50Q: 3 clusters Score -1880154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1880160.875000 Penalty: 4819.919434
	Iteration 51Q: 3 clusters Score -1880161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1880164.250000 Penalty: 4819.919434
	Iteration 52Q: 3 clusters Score -1880164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1880167.375000 Penalty: 4819.919434
	Iteration 53Q: 3 clusters Score -1880167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1880169.000000 Penalty: 4819.919434
	Iteration 54Q: 3 clusters Score -1880169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1880169.625000 Penalty: 4819.919434
	Iteration 55Q: 3 clusters Score -1880170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1880171.750000 Penalty: 4819.919434
	Iteration 56Q: 3 clusters Score -1880172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1880176.625000 Penalty: 4819.919434
	Iteration 57Q: 3 clusters Score -1880177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1880179.125000 Penalty: 4819.919434
	Iteration 58Q: 3 clusters Score -1880179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1880181.625000 Penalty: 4819.919434
	Iteration 59Q: 3 clusters Score -1880182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1880182.625000 Penalty: 4819.919434
	Iteration 60F: 3 clusters Score -1880183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1880186.000000 Penalty: 4819.919434
	Iteration 61Q: 3 clusters Score -1880186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1880184.750000 Penalty: 4819.919434
	Iteration 62Q: 3 clusters Score -1880185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1880187.875000 Penalty: 4819.919434
	Iteration 63Q: 3 clusters Score -1880188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1880186.750000 Penalty: 4819.919434
	Iteration 64Q: 3 clusters Score -1880187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1880185.500000 Penalty: 4819.919434
	Iteration 65Q: 3 clusters Score -1880186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1880187.875000 Penalty: 4819.919434
	Iteration 66Q: 3 clusters Score -1880188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1880189.125000 Penalty: 4819.919434
	Iteration 67Q: 3 clusters Score -1880189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1880189.125000 Penalty: 4819.919434
	Iteration 68F: 3 clusters Score -1880189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -5039928.500000 Penalty: 2654.454590
	Iteration 0F: 2 clusters Score -5039928 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 22295 members 
Entering Unmasked Estep 
Score: -5009792.500000 Penalty: 5308.909180
	Iteration 0F: 3 clusters Score -5009792 nChanged 20466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5021215.000000 Penalty: 5308.909180
	Iteration 1F: 3 clusters Score -5021215 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5022018.500000 Penalty: 5308.909180
	Iteration 2Q: 3 clusters Score -5022018 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -5023145.000000 Penalty: 5308.909180
	Iteration 3Q: 3 clusters Score -5023145 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5024794.500000 Penalty: 5308.909180
	Iteration 4F: 3 clusters Score -5024794 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5026836.500000 Penalty: 5308.909180
	Iteration 5F: 3 clusters Score -5026836 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5028956.500000 Penalty: 5308.909180
	Iteration 6F: 3 clusters Score -5028956 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5030945.500000 Penalty: 5308.909180
	Iteration 7F: 3 clusters Score -5030946 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -5032436.000000 Penalty: 5308.909180
	Iteration 8F: 3 clusters Score -5032436 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5033458.500000 Penalty: 5308.909180
	Iteration 9Q: 3 clusters Score -5033458 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5034202.500000 Penalty: 5308.909180
	Iteration 10Q: 3 clusters Score -5034202 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5034836.500000 Penalty: 5308.909180
	Iteration 11Q: 3 clusters Score -5034836 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5035223.500000 Penalty: 5308.909180
	Iteration 12Q: 3 clusters Score -5035224 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5035491.000000 Penalty: 5308.909180
	Iteration 13Q: 3 clusters Score -5035491 nChanged 646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5035731 nChanged 535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5035880 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5036024 nChanged 490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5036168 nChanged 506
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5036320 nChanged 483
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Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5036433 nChanged 478
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Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -5036573.500000 Penalty: 5308.909180
	Iteration 20F: 3 clusters Score -5036574 nChanged 485
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Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5036700 nChanged 454
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Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5036832 nChanged 421
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Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5036950 nChanged 404
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Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5037032 nChanged 394
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Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5037123 nChanged 387
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Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5037253 nChanged 402
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Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5037364 nChanged 393
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Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5037471 nChanged 360
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Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5037560 nChanged 347
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Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5037628 nChanged 322
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Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5037734 nChanged 325
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Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5037806 nChanged 295
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Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5037866 nChanged 268
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Mstep: Class 1 contains 36064 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5037944 nChanged 252
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Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5037992 nChanged 214
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Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5038024 nChanged 183
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Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5038075 nChanged 184
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Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5038119 nChanged 190
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Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5038152 nChanged 172
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Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5038166 nChanged 165
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Mstep: Class 1 contains 37424 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5038198 nChanged 143
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Mstep: Class 1 contains 37567 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5038218 nChanged 133
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Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5038240 nChanged 124
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Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5038268 nChanged 115
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Mstep: Class 1 contains 37935 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5038278 nChanged 90
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Mstep: Class 1 contains 38025 members 
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	Iteration 46Q: 3 clusters Score -5038302 nChanged 82
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Mstep: Class 1 contains 38107 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5038328 nChanged 87
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Mstep: Class 1 contains 38194 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5038330 nChanged 84
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Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5038355 nChanged 89
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Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5038356 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5038383 nChanged 87
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Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5038388 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -5038392.500000 Penalty: 5308.909180
	Iteration 53Q: 3 clusters Score -5038392 nChanged 67
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Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5038396 nChanged 58
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Mstep: Class 1 contains 38739 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5038396 nChanged 53
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Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5038409.500000 Penalty: 5308.909180
	Iteration 56Q: 3 clusters Score -5038410 nChanged 54
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Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5038436 nChanged 53
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Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -5038432.000000 Penalty: 5308.909180
	Iteration 58Q: 3 clusters Score -5038432 nChanged 37
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Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5038436 nChanged 39
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Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -5038461.000000 Penalty: 5308.909180
	Iteration 60F: 3 clusters Score -5038461 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39008 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5038448 nChanged 40
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Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5038460 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39093 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5038474 nChanged 42
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Mstep: Class 1 contains 39135 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5038482 nChanged 40
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Mstep: Class 1 contains 39175 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5038476 nChanged 35
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Mstep: Class 1 contains 39208 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5038466 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39252 members 
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Entering Unmasked Estep 
Score: -5038493.500000 Penalty: 5308.909180
	Iteration 67Q: 3 clusters Score -5038494 nChanged 44
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5038500 nChanged 40
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Mstep: Class 1 contains 39336 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5038490 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39371 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5038500 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5038494 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5038505 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39441 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5038511 nChanged 13
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Mstep: Class 1 contains 39454 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5038504 nChanged 14
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Mstep: Class 1 contains 39468 members 
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	Iteration 75Q: 3 clusters Score -5038505 nChanged 20
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5038506 nChanged 17
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	Iteration 77Q: 3 clusters Score -5038497 nChanged 19
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5038496 nChanged 11
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Mstep: Class 1 contains 39535 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5038494 nChanged 9
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Mstep: Class 1 contains 39544 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5038496 nChanged 10
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Mstep: Class 1 contains 39554 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5038498 nChanged 12
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Mstep: Class 1 contains 39566 members 
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	Iteration 82Q: 3 clusters Score -5038498 nChanged 10
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Mstep: Class 1 contains 39576 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5038502 nChanged 5
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Mstep: Class 1 contains 39581 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5038502 nChanged 10
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5038507 nChanged 9
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5038510 nChanged 4
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Entering Unmasked Estep 
Score: -5038516.000000 Penalty: 5308.909180
	Iteration 87Q: 3 clusters Score -5038516 nChanged 5
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5038515 nChanged 3
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Entering Unmasked Estep 
Score: -5038513.500000 Penalty: 5308.909180
	Iteration 89Q: 3 clusters Score -5038514 nChanged 3
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Mstep: Class 1 contains 39615 members 
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Entering Unmasked Estep 
Score: -5038523.500000 Penalty: 5308.909180
	Iteration 90Q: 3 clusters Score -5038524 nChanged 6
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Mstep: Class 1 contains 39621 members 
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Entering Unmasked Estep 
Score: -5038526.500000 Penalty: 5308.909180
	Iteration 91Q: 3 clusters Score -5038526 nChanged 4
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Mstep: Class 1 contains 39625 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5038524 nChanged 5
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Mstep: Class 1 contains 39630 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5038528 nChanged 6
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5038529 nChanged 4
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Mstep: Class 1 contains 39640 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5038528 nChanged 3
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Mstep: Class 1 contains 39643 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5038528 nChanged 6
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5038528 nChanged 3
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5038531 nChanged 5
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Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5038535 nChanged 1
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Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5038535 nChanged 4
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Entering Unmasked Estep 
Score: -5038539.500000 Penalty: 5308.909180
	Iteration 101Q: 3 clusters Score -5038540 nChanged 3
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5038539 nChanged 2
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5038543 nChanged 3
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5038545 nChanged 1
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5038544 nChanged 1
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5038546 nChanged 1
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5038546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5038545.500000 Penalty: 5308.909180
	Iteration 108F: 3 clusters Score -5038546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (13972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Entering Unmasked Estep 
Score: -1541573.250000 Penalty: 2367.113037
	Iteration 0F: 2 clusters Score -1541573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1531359.375000 Penalty: 4734.226074
	Iteration 0F: 3 clusters Score -1531359 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1534587.875000 Penalty: 4734.226074
	Iteration 1F: 3 clusters Score -1534588 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1535053.000000 Penalty: 4734.226074
	Iteration 2F: 3 clusters Score -1535053 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1535473.000000 Penalty: 4734.226074
	Iteration 3F: 3 clusters Score -1535473 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1535868.000000 Penalty: 4734.226074
	Iteration 4F: 3 clusters Score -1535868 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1536325.750000 Penalty: 4734.226074
	Iteration 5F: 3 clusters Score -1536326 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1536885.500000 Penalty: 4734.226074
	Iteration 6F: 3 clusters Score -1536886 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1537462.250000 Penalty: 4734.226074
	Iteration 7F: 3 clusters Score -1537462 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1538070.250000 Penalty: 4734.226074
	Iteration 8F: 3 clusters Score -1538070 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1538665.375000 Penalty: 4734.226074
	Iteration 9F: 3 clusters Score -1538665 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1539158.500000 Penalty: 4734.226074
	Iteration 10Q: 3 clusters Score -1539158 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1539506.125000 Penalty: 4734.226074
	Iteration 11Q: 3 clusters Score -1539506 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1539706.250000 Penalty: 4734.226074
	Iteration 12Q: 3 clusters Score -1539706 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1539801.875000 Penalty: 4734.226074
	Iteration 13Q: 3 clusters Score -1539802 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1539863.250000 Penalty: 4734.226074
	Iteration 14Q: 3 clusters Score -1539863 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1539901.750000 Penalty: 4734.226074
	Iteration 15Q: 3 clusters Score -1539902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1539928.000000 Penalty: 4734.226074
	Iteration 16Q: 3 clusters Score -1539928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1539953.250000 Penalty: 4734.226074
	Iteration 17Q: 3 clusters Score -1539953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1539973.375000 Penalty: 4734.226074
	Iteration 18Q: 3 clusters Score -1539973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1539988.375000 Penalty: 4734.226074
	Iteration 19Q: 3 clusters Score -1539988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1539997.125000 Penalty: 4734.226074
	Iteration 20F: 3 clusters Score -1539997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1540005.750000 Penalty: 4734.226074
	Iteration 21Q: 3 clusters Score -1540006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1540011.500000 Penalty: 4734.226074
	Iteration 22Q: 3 clusters Score -1540012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1540025.125000 Penalty: 4734.226074
	Iteration 23Q: 3 clusters Score -1540025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1540028.750000 Penalty: 4734.226074
	Iteration 24Q: 3 clusters Score -1540029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1540038.000000 Penalty: 4734.226074
	Iteration 25Q: 3 clusters Score -1540038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1540046.625000 Penalty: 4734.226074
	Iteration 26Q: 3 clusters Score -1540047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1540056.250000 Penalty: 4734.226074
	Iteration 27Q: 3 clusters Score -1540056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1540056.875000 Penalty: 4734.226074
	Iteration 28Q: 3 clusters Score -1540057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1540075.875000 Penalty: 4734.226074
	Iteration 29Q: 3 clusters Score -1540076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1540084.250000 Penalty: 4734.226074
	Iteration 30Q: 3 clusters Score -1540084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1540099.375000 Penalty: 4734.226074
	Iteration 31Q: 3 clusters Score -1540099 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1540110.125000 Penalty: 4734.226074
	Iteration 32Q: 3 clusters Score -1540110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1540123.750000 Penalty: 4734.226074
	Iteration 33Q: 3 clusters Score -1540124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1540149.750000 Penalty: 4734.226074
	Iteration 34Q: 3 clusters Score -1540150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1540165.250000 Penalty: 4734.226074
	Iteration 35Q: 3 clusters Score -1540165 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1540199.000000 Penalty: 4734.226074
	Iteration 36Q: 3 clusters Score -1540199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1540257.875000 Penalty: 4734.226074
	Iteration 37Q: 3 clusters Score -1540258 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1540366.875000 Penalty: 4734.226074
	Iteration 38Q: 3 clusters Score -1540367 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1540522.875000 Penalty: 4734.226074
	Iteration 39Q: 3 clusters Score -1540523 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1540698.125000 Penalty: 4734.226074
	Iteration 40F: 3 clusters Score -1540698 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1540864.875000 Penalty: 4734.226074
	Iteration 41Q: 3 clusters Score -1540865 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1541001.500000 Penalty: 4734.226074
	Iteration 42Q: 3 clusters Score -1541002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1541085.250000 Penalty: 4734.226074
	Iteration 43Q: 3 clusters Score -1541085 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1541138.000000 Penalty: 4734.226074
	Iteration 44Q: 3 clusters Score -1541138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1541170.750000 Penalty: 4734.226074
	Iteration 45Q: 3 clusters Score -1541171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1541187.500000 Penalty: 4734.226074
	Iteration 46Q: 3 clusters Score -1541188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1541195.625000 Penalty: 4734.226074
	Iteration 47Q: 3 clusters Score -1541196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1541200.250000 Penalty: 4734.226074
	Iteration 48Q: 3 clusters Score -1541200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1541208.250000 Penalty: 4734.226074
	Iteration 49Q: 3 clusters Score -1541208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1541210.375000 Penalty: 4734.226074
	Iteration 50Q: 3 clusters Score -1541210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1541218.000000 Penalty: 4734.226074
	Iteration 51Q: 3 clusters Score -1541218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1541221.000000 Penalty: 4734.226074
	Iteration 52Q: 3 clusters Score -1541221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1541220.500000 Penalty: 4734.226074
	Iteration 53Q: 3 clusters Score -1541220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1541223.250000 Penalty: 4734.226074
	Iteration 54Q: 3 clusters Score -1541223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1541222.625000 Penalty: 4734.226074
	Iteration 55Q: 3 clusters Score -1541223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1541227.125000 Penalty: 4734.226074
	Iteration 56Q: 3 clusters Score -1541227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1541233.750000 Penalty: 4734.226074
	Iteration 57Q: 3 clusters Score -1541234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1541232.625000 Penalty: 4734.226074
	Iteration 58Q: 3 clusters Score -1541233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1541238.625000 Penalty: 4734.226074
	Iteration 59Q: 3 clusters Score -1541239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1541236.500000 Penalty: 4734.226074
	Iteration 60F: 3 clusters Score -1541236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1541240.375000 Penalty: 4734.226074
	Iteration 61Q: 3 clusters Score -1541240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1541240.625000 Penalty: 4734.226074
	Iteration 62Q: 3 clusters Score -1541241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1541246.250000 Penalty: 4734.226074
	Iteration 63Q: 3 clusters Score -1541246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1541250.875000 Penalty: 4734.226074
	Iteration 64Q: 3 clusters Score -1541251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1541252.250000 Penalty: 4734.226074
	Iteration 65Q: 3 clusters Score -1541252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1541257.875000 Penalty: 4734.226074
	Iteration 66Q: 3 clusters Score -1541258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1541261.250000 Penalty: 4734.226074
	Iteration 67Q: 3 clusters Score -1541261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1541259.250000 Penalty: 4734.226074
	Iteration 68Q: 3 clusters Score -1541259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1541262.750000 Penalty: 4734.226074
	Iteration 69Q: 3 clusters Score -1541263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1541259.375000 Penalty: 4734.226074
	Iteration 70Q: 3 clusters Score -1541259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1541267.250000 Penalty: 4734.226074
	Iteration 71Q: 3 clusters Score -1541267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1541269.750000 Penalty: 4734.226074
	Iteration 72Q: 3 clusters Score -1541270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1541271.250000 Penalty: 4734.226074
	Iteration 73Q: 3 clusters Score -1541271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1541273.500000 Penalty: 4734.226074
	Iteration 74Q: 3 clusters Score -1541274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1541271.125000 Penalty: 4734.226074
	Iteration 75Q: 3 clusters Score -1541271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1541273.125000 Penalty: 4734.226074
	Iteration 76Q: 3 clusters Score -1541273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1541280.375000 Penalty: 4734.226074
	Iteration 77Q: 3 clusters Score -1541280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1541278.375000 Penalty: 4734.226074
	Iteration 78Q: 3 clusters Score -1541278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1541281.125000 Penalty: 4734.226074
	Iteration 79Q: 3 clusters Score -1541281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1541287.000000 Penalty: 4734.226074
	Iteration 80F: 3 clusters Score -1541287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1541284.875000 Penalty: 4734.226074
	Iteration 81Q: 3 clusters Score -1541285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1541286.125000 Penalty: 4734.226074
	Iteration 82Q: 3 clusters Score -1541286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1541286.625000 Penalty: 4734.226074
	Iteration 83Q: 3 clusters Score -1541287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1541289.125000 Penalty: 4734.226074
	Iteration 84Q: 3 clusters Score -1541289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1541289.125000 Penalty: 4734.226074
	Iteration 85Q: 3 clusters Score -1541289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1541291.250000 Penalty: 4734.226074
	Iteration 86Q: 3 clusters Score -1541291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1541292.000000 Penalty: 4734.226074
	Iteration 87Q: 3 clusters Score -1541292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1541295.500000 Penalty: 4734.226074
	Iteration 88Q: 3 clusters Score -1541296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1541298.000000 Penalty: 4734.226074
	Iteration 89Q: 3 clusters Score -1541298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1541300.500000 Penalty: 4734.226074
	Iteration 90Q: 3 clusters Score -1541300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1541300.250000 Penalty: 4734.226074
	Iteration 91Q: 3 clusters Score -1541300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1541297.875000 Penalty: 4734.226074
	Iteration 92Q: 3 clusters Score -1541298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1541297.125000 Penalty: 4734.226074
	Iteration 93Q: 3 clusters Score -1541297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1541302.875000 Penalty: 4734.226074
	Iteration 94Q: 3 clusters Score -1541303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1541302.500000 Penalty: 4734.226074
	Iteration 95Q: 3 clusters Score -1541302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1541300.750000 Penalty: 4734.226074
	Iteration 96Q: 3 clusters Score -1541301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1541302.875000 Penalty: 4734.226074
	Iteration 97Q: 3 clusters Score -1541303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1541302.125000 Penalty: 4734.226074
	Iteration 98Q: 3 clusters Score -1541302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1541303.500000 Penalty: 4734.226074
	Iteration 99Q: 3 clusters Score -1541304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1541303.375000 Penalty: 4734.226074
	Iteration 100F: 3 clusters Score -1541303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1541302.000000 Penalty: 4734.226074
	Iteration 101Q: 3 clusters Score -1541302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1541302.000000 Penalty: 4734.226074
	Iteration 102F: 3 clusters Score -1541302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Entering Unmasked Estep 
Score: -1238192.750000 Penalty: 2308.116943
	Iteration 0F: 2 clusters Score -1238193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1229902.500000 Penalty: 4616.233887
	Iteration 0F: 3 clusters Score -1229902 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1232389.375000 Penalty: 4616.233887
	Iteration 1F: 3 clusters Score -1232389 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1232790.875000 Penalty: 4616.233887
	Iteration 2F: 3 clusters Score -1232791 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1233177.125000 Penalty: 4616.233887
	Iteration 3F: 3 clusters Score -1233177 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1233543.250000 Penalty: 4616.233887
	Iteration 4F: 3 clusters Score -1233543 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1233917.750000 Penalty: 4616.233887
	Iteration 5F: 3 clusters Score -1233918 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1234366.000000 Penalty: 4616.233887
	Iteration 6F: 3 clusters Score -1234366 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1234781.625000 Penalty: 4616.233887
	Iteration 7F: 3 clusters Score -1234782 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1235154.000000 Penalty: 4616.233887
	Iteration 8F: 3 clusters Score -1235154 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1235388.625000 Penalty: 4616.233887
	Iteration 9Q: 3 clusters Score -1235389 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1235547.625000 Penalty: 4616.233887
	Iteration 10Q: 3 clusters Score -1235548 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1235649.125000 Penalty: 4616.233887
	Iteration 11Q: 3 clusters Score -1235649 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1235746.500000 Penalty: 4616.233887
	Iteration 12Q: 3 clusters Score -1235746 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1235813.875000 Penalty: 4616.233887
	Iteration 13Q: 3 clusters Score -1235814 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1235882.750000 Penalty: 4616.233887
	Iteration 14Q: 3 clusters Score -1235883 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1235942.000000 Penalty: 4616.233887
	Iteration 15Q: 3 clusters Score -1235942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1235996.125000 Penalty: 4616.233887
	Iteration 16Q: 3 clusters Score -1235996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1236058.750000 Penalty: 4616.233887
	Iteration 17Q: 3 clusters Score -1236059 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1236106.625000 Penalty: 4616.233887
	Iteration 18Q: 3 clusters Score -1236107 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1236145.625000 Penalty: 4616.233887
	Iteration 19Q: 3 clusters Score -1236146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1236173.875000 Penalty: 4616.233887
	Iteration 20F: 3 clusters Score -1236174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1236213.000000 Penalty: 4616.233887
	Iteration 21Q: 3 clusters Score -1236213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1236249.250000 Penalty: 4616.233887
	Iteration 22Q: 3 clusters Score -1236249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1236287.875000 Penalty: 4616.233887
	Iteration 23Q: 3 clusters Score -1236288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1236323.500000 Penalty: 4616.233887
	Iteration 24Q: 3 clusters Score -1236324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1236364.125000 Penalty: 4616.233887
	Iteration 25Q: 3 clusters Score -1236364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1236393.500000 Penalty: 4616.233887
	Iteration 26Q: 3 clusters Score -1236394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1236432.250000 Penalty: 4616.233887
	Iteration 27Q: 3 clusters Score -1236432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1236468.375000 Penalty: 4616.233887
	Iteration 28Q: 3 clusters Score -1236468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1236503.000000 Penalty: 4616.233887
	Iteration 29Q: 3 clusters Score -1236503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1236523.000000 Penalty: 4616.233887
	Iteration 30Q: 3 clusters Score -1236523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1236540.875000 Penalty: 4616.233887
	Iteration 31Q: 3 clusters Score -1236541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1236568.000000 Penalty: 4616.233887
	Iteration 32Q: 3 clusters Score -1236568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1236584.000000 Penalty: 4616.233887
	Iteration 33Q: 3 clusters Score -1236584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1236602.250000 Penalty: 4616.233887
	Iteration 34Q: 3 clusters Score -1236602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1236614.375000 Penalty: 4616.233887
	Iteration 35Q: 3 clusters Score -1236614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1236622.375000 Penalty: 4616.233887
	Iteration 36Q: 3 clusters Score -1236622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1236631.000000 Penalty: 4616.233887
	Iteration 37Q: 3 clusters Score -1236631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1236635.750000 Penalty: 4616.233887
	Iteration 38Q: 3 clusters Score -1236636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1236644.125000 Penalty: 4616.233887
	Iteration 39Q: 3 clusters Score -1236644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1236652.250000 Penalty: 4616.233887
	Iteration 40F: 3 clusters Score -1236652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1236659.625000 Penalty: 4616.233887
	Iteration 41Q: 3 clusters Score -1236660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1236662.375000 Penalty: 4616.233887
	Iteration 42Q: 3 clusters Score -1236662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1236663.250000 Penalty: 4616.233887
	Iteration 43Q: 3 clusters Score -1236663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1236674.250000 Penalty: 4616.233887
	Iteration 44Q: 3 clusters Score -1236674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1236678.875000 Penalty: 4616.233887
	Iteration 45Q: 3 clusters Score -1236679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1236687.500000 Penalty: 4616.233887
	Iteration 46Q: 3 clusters Score -1236688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1236689.375000 Penalty: 4616.233887
	Iteration 47Q: 3 clusters Score -1236689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1236697.500000 Penalty: 4616.233887
	Iteration 48Q: 3 clusters Score -1236698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1236702.375000 Penalty: 4616.233887
	Iteration 49Q: 3 clusters Score -1236702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1236707.375000 Penalty: 4616.233887
	Iteration 50Q: 3 clusters Score -1236707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1236711.625000 Penalty: 4616.233887
	Iteration 51Q: 3 clusters Score -1236712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1236715.625000 Penalty: 4616.233887
	Iteration 52Q: 3 clusters Score -1236716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1236713.375000 Penalty: 4616.233887
	Iteration 53Q: 3 clusters Score -1236713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1236712.875000 Penalty: 4616.233887
	Iteration 54Q: 3 clusters Score -1236713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1236714.375000 Penalty: 4616.233887
	Iteration 55Q: 3 clusters Score -1236714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1236714.375000 Penalty: 4616.233887
	Iteration 56F: 3 clusters Score -1236714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -360798.406250 Penalty: 2034.555176
	Iteration 0F: 2 clusters Score -360798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -357218.125000 Penalty: 4069.110352
	Iteration 0F: 3 clusters Score -357218.1 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -358162.687500 Penalty: 4069.110352
	Iteration 1F: 3 clusters Score -358162.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -358458.687500 Penalty: 4069.110352
	Iteration 2F: 3 clusters Score -358458.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -358670.625000 Penalty: 4069.110352
	Iteration 3F: 3 clusters Score -358670.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -358822.656250 Penalty: 4069.110352
	Iteration 4Q: 3 clusters Score -358822.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -358927.156250 Penalty: 4069.110352
	Iteration 5Q: 3 clusters Score -358927.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -359015.875000 Penalty: 4069.110352
	Iteration 6Q: 3 clusters Score -359015.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -359100.750000 Penalty: 4069.110352
	Iteration 7Q: 3 clusters Score -359100.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -359184.468750 Penalty: 4069.110352
	Iteration 8Q: 3 clusters Score -359184.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -359261.562500 Penalty: 4069.110352
	Iteration 9Q: 3 clusters Score -359261.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -359338.937500 Penalty: 4069.110352
	Iteration 10Q: 3 clusters Score -359338.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -359404.218750 Penalty: 4069.110352
	Iteration 11Q: 3 clusters Score -359404.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -359476.687500 Penalty: 4069.110352
	Iteration 12Q: 3 clusters Score -359476.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -359524.718750 Penalty: 4069.110352
	Iteration 13Q: 3 clusters Score -359524.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -359562.468750 Penalty: 4069.110352
	Iteration 14Q: 3 clusters Score -359562.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -359590.625000 Penalty: 4069.110352
	Iteration 15Q: 3 clusters Score -359590.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -359612.218750 Penalty: 4069.110352
	Iteration 16Q: 3 clusters Score -359612.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -359628.906250 Penalty: 4069.110352
	Iteration 17Q: 3 clusters Score -359628.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -359647.000000 Penalty: 4069.110352
	Iteration 18Q: 3 clusters Score -359647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -359668.906250 Penalty: 4069.110352
	Iteration 19Q: 3 clusters Score -359668.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -359693.937500 Penalty: 4069.110352
	Iteration 20F: 3 clusters Score -359693.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -359719.625000 Penalty: 4069.110352
	Iteration 21Q: 3 clusters Score -359719.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -359743.531250 Penalty: 4069.110352
	Iteration 22Q: 3 clusters Score -359743.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -359762.656250 Penalty: 4069.110352
	Iteration 23Q: 3 clusters Score -359762.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -359773.906250 Penalty: 4069.110352
	Iteration 24Q: 3 clusters Score -359773.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -359782.312500 Penalty: 4069.110352
	Iteration 25Q: 3 clusters Score -359782.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -359791.500000 Penalty: 4069.110352
	Iteration 26Q: 3 clusters Score -359791.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -359797.843750 Penalty: 4069.110352
	Iteration 27Q: 3 clusters Score -359797.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -359806.687500 Penalty: 4069.110352
	Iteration 28Q: 3 clusters Score -359806.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -359812.343750 Penalty: 4069.110352
	Iteration 29Q: 3 clusters Score -359812.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -359820.875000 Penalty: 4069.110352
	Iteration 30Q: 3 clusters Score -359820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -359826.812500 Penalty: 4069.110352
	Iteration 31Q: 3 clusters Score -359826.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -359833.656250 Penalty: 4069.110352
	Iteration 32Q: 3 clusters Score -359833.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -359836.281250 Penalty: 4069.110352
	Iteration 33Q: 3 clusters Score -359836.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -359839.906250 Penalty: 4069.110352
	Iteration 34Q: 3 clusters Score -359839.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -359848.093750 Penalty: 4069.110352
	Iteration 35Q: 3 clusters Score -359848.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -359861.375000 Penalty: 4069.110352
	Iteration 36Q: 3 clusters Score -359861.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -359874.656250 Penalty: 4069.110352
	Iteration 37Q: 3 clusters Score -359874.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -359892.156250 Penalty: 4069.110352
	Iteration 38Q: 3 clusters Score -359892.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -359912.312500 Penalty: 4069.110352
	Iteration 39Q: 3 clusters Score -359912.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -359932.218750 Penalty: 4069.110352
	Iteration 40F: 3 clusters Score -359932.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -359952.906250 Penalty: 4069.110352
	Iteration 41Q: 3 clusters Score -359952.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -359965.031250 Penalty: 4069.110352
	Iteration 42Q: 3 clusters Score -359965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -359973.750000 Penalty: 4069.110352
	Iteration 43Q: 3 clusters Score -359973.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -359981.187500 Penalty: 4069.110352
	Iteration 44Q: 3 clusters Score -359981.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -359987.062500 Penalty: 4069.110352
	Iteration 45Q: 3 clusters Score -359987.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -359995.093750 Penalty: 4069.110352
	Iteration 46Q: 3 clusters Score -359995.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -360002.375000 Penalty: 4069.110352
	Iteration 47Q: 3 clusters Score -360002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -360008.437500 Penalty: 4069.110352
	Iteration 48Q: 3 clusters Score -360008.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -360012.750000 Penalty: 4069.110352
	Iteration 49Q: 3 clusters Score -360012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -360013.656250 Penalty: 4069.110352
	Iteration 50Q: 3 clusters Score -360013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -360015.687500 Penalty: 4069.110352
	Iteration 51Q: 3 clusters Score -360015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -360017.593750 Penalty: 4069.110352
	Iteration 52Q: 3 clusters Score -360017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -360022.406250 Penalty: 4069.110352
	Iteration 53Q: 3 clusters Score -360022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -360025.343750 Penalty: 4069.110352
	Iteration 54Q: 3 clusters Score -360025.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -360029.531250 Penalty: 4069.110352
	Iteration 55Q: 3 clusters Score -360029.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -360039.562500 Penalty: 4069.110352
	Iteration 56Q: 3 clusters Score -360039.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -360052.187500 Penalty: 4069.110352
	Iteration 57Q: 3 clusters Score -360052.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -360065.875000 Penalty: 4069.110352
	Iteration 58Q: 3 clusters Score -360065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -360076.468750 Penalty: 4069.110352
	Iteration 59Q: 3 clusters Score -360076.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -360083.125000 Penalty: 4069.110352
	Iteration 60F: 3 clusters Score -360083.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -360086.125000 Penalty: 4069.110352
	Iteration 61Q: 3 clusters Score -360086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -360088.468750 Penalty: 4069.110352
	Iteration 62Q: 3 clusters Score -360088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -360090.562500 Penalty: 4069.110352
	Iteration 63Q: 3 clusters Score -360090.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -360094.687500 Penalty: 4069.110352
	Iteration 64Q: 3 clusters Score -360094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -360096.125000 Penalty: 4069.110352
	Iteration 65Q: 3 clusters Score -360096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -360097.281250 Penalty: 4069.110352
	Iteration 66Q: 3 clusters Score -360097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -360098.843750 Penalty: 4069.110352
	Iteration 67Q: 3 clusters Score -360098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -360099.875000 Penalty: 4069.110352
	Iteration 68Q: 3 clusters Score -360099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -360101.281250 Penalty: 4069.110352
	Iteration 69Q: 3 clusters Score -360101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -360101.843750 Penalty: 4069.110352
	Iteration 70Q: 3 clusters Score -360101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -360103.531250 Penalty: 4069.110352
	Iteration 71Q: 3 clusters Score -360103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -360103.531250 Penalty: 4069.110352
	Iteration 72Q: 3 clusters Score -360103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -360103.843750 Penalty: 4069.110352
	Iteration 73Q: 3 clusters Score -360103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -360105.781250 Penalty: 4069.110352
	Iteration 74Q: 3 clusters Score -360105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -360107.625000 Penalty: 4069.110352
	Iteration 75Q: 3 clusters Score -360107.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -360110.468750 Penalty: 4069.110352
	Iteration 76Q: 3 clusters Score -360110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -360113.312500 Penalty: 4069.110352
	Iteration 77Q: 3 clusters Score -360113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -360115.281250 Penalty: 4069.110352
	Iteration 78Q: 3 clusters Score -360115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -360117.281250 Penalty: 4069.110352
	Iteration 79Q: 3 clusters Score -360117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -360118.656250 Penalty: 4069.110352
	Iteration 80F: 3 clusters Score -360118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -360119.187500 Penalty: 4069.110352
	Iteration 81Q: 3 clusters Score -360119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -360119.343750 Penalty: 4069.110352
	Iteration 82Q: 3 clusters Score -360119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -360120.500000 Penalty: 4069.110352
	Iteration 83Q: 3 clusters Score -360120.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -360122.218750 Penalty: 4069.110352
	Iteration 84Q: 3 clusters Score -360122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -360124.156250 Penalty: 4069.110352
	Iteration 85Q: 3 clusters Score -360124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -360125.937500 Penalty: 4069.110352
	Iteration 86Q: 3 clusters Score -360125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -360127.437500 Penalty: 4069.110352
	Iteration 87Q: 3 clusters Score -360127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -360126.968750 Penalty: 4069.110352
	Iteration 88Q: 3 clusters Score -360127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -360127.375000 Penalty: 4069.110352
	Iteration 89Q: 3 clusters Score -360127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -360128.218750 Penalty: 4069.110352
	Iteration 90Q: 3 clusters Score -360128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -360130.656250 Penalty: 4069.110352
	Iteration 91Q: 3 clusters Score -360130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -360132.125000 Penalty: 4069.110352
	Iteration 92Q: 3 clusters Score -360132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -360133.781250 Penalty: 4069.110352
	Iteration 93Q: 3 clusters Score -360133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -360135.093750 Penalty: 4069.110352
	Iteration 94Q: 3 clusters Score -360135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -360136.812500 Penalty: 4069.110352
	Iteration 95Q: 3 clusters Score -360136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -360139.562500 Penalty: 4069.110352
	Iteration 96Q: 3 clusters Score -360139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -360140.375000 Penalty: 4069.110352
	Iteration 97Q: 3 clusters Score -360140.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -360142.343750 Penalty: 4069.110352
	Iteration 98Q: 3 clusters Score -360142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -360142.781250 Penalty: 4069.110352
	Iteration 99Q: 3 clusters Score -360142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -360142.843750 Penalty: 4069.110352
	Iteration 100F: 3 clusters Score -360142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -360144.656250 Penalty: 4069.110352
	Iteration 101Q: 3 clusters Score -360144.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -360145.781250 Penalty: 4069.110352
	Iteration 102Q: 3 clusters Score -360145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -360146.187500 Penalty: 4069.110352
	Iteration 103Q: 3 clusters Score -360146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -360146.156250 Penalty: 4069.110352
	Iteration 104Q: 3 clusters Score -360146.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -360146.156250 Penalty: 4069.110352
	Iteration 105F: 3 clusters Score -360146.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -786688.125000 Penalty: 2191.960693
	Iteration 0F: 2 clusters Score -786688.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -780917.062500 Penalty: 4383.921387
	Iteration 0F: 3 clusters Score -780917.1 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -782429.875000 Penalty: 4383.921387
	Iteration 1F: 3 clusters Score -782429.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -782682.437500 Penalty: 4383.921387
	Iteration 2F: 3 clusters Score -782682.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -782838.625000 Penalty: 4383.921387
	Iteration 3Q: 3 clusters Score -782838.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -782966.937500 Penalty: 4383.921387
	Iteration 4Q: 3 clusters Score -782966.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -783080.875000 Penalty: 4383.921387
	Iteration 5Q: 3 clusters Score -783080.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -783196.437500 Penalty: 4383.921387
	Iteration 6Q: 3 clusters Score -783196.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -783327.375000 Penalty: 4383.921387
	Iteration 7Q: 3 clusters Score -783327.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -783469.125000 Penalty: 4383.921387
	Iteration 8Q: 3 clusters Score -783469.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -783617.375000 Penalty: 4383.921387
	Iteration 9Q: 3 clusters Score -783617.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -783771.187500 Penalty: 4383.921387
	Iteration 10Q: 3 clusters Score -783771.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -783915.750000 Penalty: 4383.921387
	Iteration 11Q: 3 clusters Score -783915.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -784049.250000 Penalty: 4383.921387
	Iteration 12Q: 3 clusters Score -784049.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -784185.625000 Penalty: 4383.921387
	Iteration 13Q: 3 clusters Score -784185.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -784314.625000 Penalty: 4383.921387
	Iteration 14Q: 3 clusters Score -784314.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -784419.250000 Penalty: 4383.921387
	Iteration 15Q: 3 clusters Score -784419.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -784504.000000 Penalty: 4383.921387
	Iteration 16Q: 3 clusters Score -784504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -784546.687500 Penalty: 4383.921387
	Iteration 17Q: 3 clusters Score -784546.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -784582.812500 Penalty: 4383.921387
	Iteration 18Q: 3 clusters Score -784582.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -784610.312500 Penalty: 4383.921387
	Iteration 19Q: 3 clusters Score -784610.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -784626.687500 Penalty: 4383.921387
	Iteration 20F: 3 clusters Score -784626.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -784640.812500 Penalty: 4383.921387
	Iteration 21Q: 3 clusters Score -784640.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -784659.062500 Penalty: 4383.921387
	Iteration 22Q: 3 clusters Score -784659.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -784680.312500 Penalty: 4383.921387
	Iteration 23Q: 3 clusters Score -784680.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -784698.375000 Penalty: 4383.921387
	Iteration 24Q: 3 clusters Score -784698.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -784711.187500 Penalty: 4383.921387
	Iteration 25Q: 3 clusters Score -784711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -784720.562500 Penalty: 4383.921387
	Iteration 26Q: 3 clusters Score -784720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -784723.687500 Penalty: 4383.921387
	Iteration 27Q: 3 clusters Score -784723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -784731.000000 Penalty: 4383.921387
	Iteration 28Q: 3 clusters Score -784731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -784737.500000 Penalty: 4383.921387
	Iteration 29Q: 3 clusters Score -784737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -784747.062500 Penalty: 4383.921387
	Iteration 30Q: 3 clusters Score -784747.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -784756.437500 Penalty: 4383.921387
	Iteration 31Q: 3 clusters Score -784756.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -784763.500000 Penalty: 4383.921387
	Iteration 32Q: 3 clusters Score -784763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -784769.812500 Penalty: 4383.921387
	Iteration 33Q: 3 clusters Score -784769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -784770.875000 Penalty: 4383.921387
	Iteration 34Q: 3 clusters Score -784770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -784775.750000 Penalty: 4383.921387
	Iteration 35Q: 3 clusters Score -784775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -784776.062500 Penalty: 4383.921387
	Iteration 36Q: 3 clusters Score -784776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -784778.500000 Penalty: 4383.921387
	Iteration 37Q: 3 clusters Score -784778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -784780.250000 Penalty: 4383.921387
	Iteration 38Q: 3 clusters Score -784780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -784784.000000 Penalty: 4383.921387
	Iteration 39Q: 3 clusters Score -784784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -784785.437500 Penalty: 4383.921387
	Iteration 40F: 3 clusters Score -784785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -784786.375000 Penalty: 4383.921387
	Iteration 41Q: 3 clusters Score -784786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -784786.375000 Penalty: 4383.921387
	Iteration 42F: 3 clusters Score -784786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -342389.781250 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -342389.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -338764.625000 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -338764.6 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -340023.125000 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -340023.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -340530.562500 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -340530.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -340866.406250 Penalty: 4078.386475
	Iteration 3F: 3 clusters Score -340866.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -341099.937500 Penalty: 4078.386475
	Iteration 4F: 3 clusters Score -341099.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -341261.531250 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -341261.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -341418.343750 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -341418.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -341563.218750 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -341563.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -341722.656250 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -341722.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -341845.781250 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -341845.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -341960.968750 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -341961 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -342066.156250 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -342066.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -342151.406250 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -342151.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -342260.000000 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -342260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -342412.250000 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -342412.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -342567.531250 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -342567.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -342647.312500 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -342647.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -342727.937500 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -342727.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -342814.281250 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -342814.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -342907.000000 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -342907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -342951.031250 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -342951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -342964.687500 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -342964.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -342974.031250 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -342974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -342977.500000 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -342977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -342981.312500 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -342981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -342982.593750 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -342982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -342982.593750 Penalty: 4078.386475
	Iteration 26F: 3 clusters Score -342982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27489 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108493 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212136 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 40264 members 
Mstep: Class 18 contains 36572 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10157 members 
Mstep: Class 23 contains 6402 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12451 members 
Mstep: Class 32 contains 14976 members 
Mstep: Class 33 contains 9477 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7141 members 
Mstep: Class 44 contains 52935 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44509 members 
Mstep: Class 47 contains 13972 members 
Mstep: Class 48 contains 11014 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6895 members 
Mstep: Class 51 contains 2738 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22624 members 
Mstep: Class 56 contains 16614 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27767 members 
Mstep: Class 66 contains 986 members 
Entering Unmasked Estep 
Score: -139299040.000000 Penalty: 230321.296875
Splitting cluster 51 changes total score from -139299792.000000 to -139299040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -413067.281250 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -413067.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -409312.281250 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -409312.3 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -410217.000000 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -410217 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -410496.031250 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -410496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -410696.406250 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -410696.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -410854.468750 Penalty: 4093.471680
	Iteration 4F: 3 clusters Score -410854.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -411019.468750 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -411019.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -411202.375000 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -411202.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -411400.656250 Penalty: 4093.471680
	Iteration 7F: 3 clusters Score -411400.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -411590.218750 Penalty: 4093.471680
	Iteration 8F: 3 clusters Score -411590.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -411753.687500 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -411753.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -411888.406250 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -411888.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -411974.468750 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -411974.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -412037.718750 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -412037.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -412083.593750 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -412083.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -412110.031250 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -412110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -412129.468750 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -412129.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -412142.468750 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -412142.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -412156.593750 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -412156.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -412171.437500 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -412171.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -412180.156250 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -412180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -412184.781250 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -412184.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -412187.843750 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -412187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -412188.562500 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -412188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -412190.062500 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -412190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -412190.562500 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -412190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -412193.156250 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -412193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -412194.312500 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -412194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -412195.062500 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -412195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -412195.500000 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -412195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -412195.500000 Penalty: 4093.471680
	Iteration 29F: 3 clusters Score -412195.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Entering Unmasked Estep 
Score: -2561693.500000 Penalty: 2507.374268
	Iteration 0F: 2 clusters Score -2561694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2544566.250000 Penalty: 5014.748535
	Iteration 0F: 3 clusters Score -2544566 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2550607.250000 Penalty: 5014.748535
	Iteration 1F: 3 clusters Score -2550607 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2551217.500000 Penalty: 5014.748535
	Iteration 2F: 3 clusters Score -2551218 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2551744.000000 Penalty: 5014.748535
	Iteration 3F: 3 clusters Score -2551744 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2552320.000000 Penalty: 5014.748535
	Iteration 4Q: 3 clusters Score -2552320 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2552891.500000 Penalty: 5014.748535
	Iteration 5Q: 3 clusters Score -2552892 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2553472.500000 Penalty: 5014.748535
	Iteration 6Q: 3 clusters Score -2553472 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2554031.000000 Penalty: 5014.748535
	Iteration 7Q: 3 clusters Score -2554031 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2554614.500000 Penalty: 5014.748535
	Iteration 8Q: 3 clusters Score -2554614 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2555226.750000 Penalty: 5014.748535
	Iteration 9Q: 3 clusters Score -2555227 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2555911.000000 Penalty: 5014.748535
	Iteration 10Q: 3 clusters Score -2555911 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2556598.000000 Penalty: 5014.748535
	Iteration 11Q: 3 clusters Score -2556598 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2557262.000000 Penalty: 5014.748535
	Iteration 12Q: 3 clusters Score -2557262 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2557873.500000 Penalty: 5014.748535
	Iteration 13Q: 3 clusters Score -2557874 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2558283.250000 Penalty: 5014.748535
	Iteration 14Q: 3 clusters Score -2558283 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2558577.000000 Penalty: 5014.748535
	Iteration 15Q: 3 clusters Score -2558577 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2558786.500000 Penalty: 5014.748535
	Iteration 16Q: 3 clusters Score -2558786 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2558911.750000 Penalty: 5014.748535
	Iteration 17Q: 3 clusters Score -2558912 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2559020.250000 Penalty: 5014.748535
	Iteration 18Q: 3 clusters Score -2559020 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2559095.000000 Penalty: 5014.748535
	Iteration 19Q: 3 clusters Score -2559095 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2559162.250000 Penalty: 5014.748535
	Iteration 20F: 3 clusters Score -2559162 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2559210.750000 Penalty: 5014.748535
	Iteration 21Q: 3 clusters Score -2559211 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2559268.750000 Penalty: 5014.748535
	Iteration 22Q: 3 clusters Score -2559269 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2559334.250000 Penalty: 5014.748535
	Iteration 23Q: 3 clusters Score -2559334 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2559378.000000 Penalty: 5014.748535
	Iteration 24Q: 3 clusters Score -2559378 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2559423.250000 Penalty: 5014.748535
	Iteration 25Q: 3 clusters Score -2559423 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2559455.250000 Penalty: 5014.748535
	Iteration 26Q: 3 clusters Score -2559455 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2559482.000000 Penalty: 5014.748535
	Iteration 27Q: 3 clusters Score -2559482 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2559499.750000 Penalty: 5014.748535
	Iteration 28Q: 3 clusters Score -2559500 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2559518.000000 Penalty: 5014.748535
	Iteration 29Q: 3 clusters Score -2559518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2559534.750000 Penalty: 5014.748535
	Iteration 30Q: 3 clusters Score -2559535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2559558.250000 Penalty: 5014.748535
	Iteration 31Q: 3 clusters Score -2559558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2559571.250000 Penalty: 5014.748535
	Iteration 32Q: 3 clusters Score -2559571 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2559592.250000 Penalty: 5014.748535
	Iteration 33Q: 3 clusters Score -2559592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2559596.250000 Penalty: 5014.748535
	Iteration 34Q: 3 clusters Score -2559596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2559616.500000 Penalty: 5014.748535
	Iteration 35Q: 3 clusters Score -2559616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2559637.500000 Penalty: 5014.748535
	Iteration 36Q: 3 clusters Score -2559638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2559650.750000 Penalty: 5014.748535
	Iteration 37Q: 3 clusters Score -2559651 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2559661.000000 Penalty: 5014.748535
	Iteration 38Q: 3 clusters Score -2559661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2559659.750000 Penalty: 5014.748535
	Iteration 39Q: 3 clusters Score -2559660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2559670.500000 Penalty: 5014.748535
	Iteration 40F: 3 clusters Score -2559670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2559672.750000 Penalty: 5014.748535
	Iteration 41Q: 3 clusters Score -2559673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2559677.250000 Penalty: 5014.748535
	Iteration 42Q: 3 clusters Score -2559677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2559689.000000 Penalty: 5014.748535
	Iteration 43Q: 3 clusters Score -2559689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2559692.500000 Penalty: 5014.748535
	Iteration 44Q: 3 clusters Score -2559692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2559703.500000 Penalty: 5014.748535
	Iteration 45Q: 3 clusters Score -2559704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2559709.500000 Penalty: 5014.748535
	Iteration 46Q: 3 clusters Score -2559710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2559713.500000 Penalty: 5014.748535
	Iteration 47Q: 3 clusters Score -2559714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2559717.750000 Penalty: 5014.748535
	Iteration 48Q: 3 clusters Score -2559718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2559715.250000 Penalty: 5014.748535
	Iteration 49Q: 3 clusters Score -2559715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2559727.000000 Penalty: 5014.748535
	Iteration 50Q: 3 clusters Score -2559727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2559728.250000 Penalty: 5014.748535
	Iteration 51Q: 3 clusters Score -2559728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2559729.250000 Penalty: 5014.748535
	Iteration 52Q: 3 clusters Score -2559729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2559731.250000 Penalty: 5014.748535
	Iteration 53Q: 3 clusters Score -2559731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2559732.000000 Penalty: 5014.748535
	Iteration 54Q: 3 clusters Score -2559732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2559738.000000 Penalty: 5014.748535
	Iteration 55Q: 3 clusters Score -2559738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2559736.250000 Penalty: 5014.748535
	Iteration 56Q: 3 clusters Score -2559736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2559743.000000 Penalty: 5014.748535
	Iteration 57Q: 3 clusters Score -2559743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2559743.750000 Penalty: 5014.748535
	Iteration 58Q: 3 clusters Score -2559744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2559742.750000 Penalty: 5014.748535
	Iteration 59Q: 3 clusters Score -2559743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2559746.750000 Penalty: 5014.748535
	Iteration 60F: 3 clusters Score -2559747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2559743.500000 Penalty: 5014.748535
	Iteration 61Q: 3 clusters Score -2559744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2559743.500000 Penalty: 5014.748535
	Iteration 62Q: 3 clusters Score -2559744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2559750.750000 Penalty: 5014.748535
	Iteration 63Q: 3 clusters Score -2559751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2559755.750000 Penalty: 5014.748535
	Iteration 64Q: 3 clusters Score -2559756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2559751.500000 Penalty: 5014.748535
	Iteration 65Q: 3 clusters Score -2559752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2559756.000000 Penalty: 5014.748535
	Iteration 66Q: 3 clusters Score -2559756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2559768.000000 Penalty: 5014.748535
	Iteration 67Q: 3 clusters Score -2559768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2559769.500000 Penalty: 5014.748535
	Iteration 68Q: 3 clusters Score -2559770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2559774.000000 Penalty: 5014.748535
	Iteration 69Q: 3 clusters Score -2559774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2559774.500000 Penalty: 5014.748535
	Iteration 70Q: 3 clusters Score -2559774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2559782.250000 Penalty: 5014.748535
	Iteration 71Q: 3 clusters Score -2559782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2559784.250000 Penalty: 5014.748535
	Iteration 72Q: 3 clusters Score -2559784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2559785.750000 Penalty: 5014.748535
	Iteration 73Q: 3 clusters Score -2559786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2559786.750000 Penalty: 5014.748535
	Iteration 74Q: 3 clusters Score -2559787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2559792.250000 Penalty: 5014.748535
	Iteration 75Q: 3 clusters Score -2559792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2559792.000000 Penalty: 5014.748535
	Iteration 76Q: 3 clusters Score -2559792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2559800.750000 Penalty: 5014.748535
	Iteration 77Q: 3 clusters Score -2559801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2559800.000000 Penalty: 5014.748535
	Iteration 78Q: 3 clusters Score -2559800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2559803.500000 Penalty: 5014.748535
	Iteration 79Q: 3 clusters Score -2559804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2559803.750000 Penalty: 5014.748535
	Iteration 80F: 3 clusters Score -2559804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2559804.500000 Penalty: 5014.748535
	Iteration 81Q: 3 clusters Score -2559804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2559806.750000 Penalty: 5014.748535
	Iteration 82Q: 3 clusters Score -2559807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2559805.500000 Penalty: 5014.748535
	Iteration 83Q: 3 clusters Score -2559806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2559810.250000 Penalty: 5014.748535
	Iteration 84Q: 3 clusters Score -2559810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2559812.000000 Penalty: 5014.748535
	Iteration 85Q: 3 clusters Score -2559812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2559815.500000 Penalty: 5014.748535
	Iteration 86Q: 3 clusters Score -2559816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2559817.500000 Penalty: 5014.748535
	Iteration 87Q: 3 clusters Score -2559818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2559823.750000 Penalty: 5014.748535
	Iteration 88Q: 3 clusters Score -2559824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2559832.500000 Penalty: 5014.748535
	Iteration 89Q: 3 clusters Score -2559832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2559835.000000 Penalty: 5014.748535
	Iteration 90Q: 3 clusters Score -2559835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2559831.000000 Penalty: 5014.748535
	Iteration 91Q: 3 clusters Score -2559831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2559833.750000 Penalty: 5014.748535
	Iteration 92Q: 3 clusters Score -2559834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2559845.250000 Penalty: 5014.748535
	Iteration 93Q: 3 clusters Score -2559845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2559845.250000 Penalty: 5014.748535
	Iteration 94Q: 3 clusters Score -2559845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2559850.000000 Penalty: 5014.748535
	Iteration 95Q: 3 clusters Score -2559850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2559853.750000 Penalty: 5014.748535
	Iteration 96Q: 3 clusters Score -2559854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2559857.750000 Penalty: 5014.748535
	Iteration 97Q: 3 clusters Score -2559858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2559859.750000 Penalty: 5014.748535
	Iteration 98Q: 3 clusters Score -2559860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2559859.250000 Penalty: 5014.748535
	Iteration 99Q: 3 clusters Score -2559859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2559869.250000 Penalty: 5014.748535
	Iteration 100F: 3 clusters Score -2559869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2559869.250000 Penalty: 5014.748535
	Iteration 101Q: 3 clusters Score -2559869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2559865.750000 Penalty: 5014.748535
	Iteration 102Q: 3 clusters Score -2559866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2559872.500000 Penalty: 5014.748535
	Iteration 103Q: 3 clusters Score -2559872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2559875.750000 Penalty: 5014.748535
	Iteration 104Q: 3 clusters Score -2559876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2559878.500000 Penalty: 5014.748535
	Iteration 105Q: 3 clusters Score -2559878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2559879.500000 Penalty: 5014.748535
	Iteration 106Q: 3 clusters Score -2559880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2559883.000000 Penalty: 5014.748535
	Iteration 107Q: 3 clusters Score -2559883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2559887.250000 Penalty: 5014.748535
	Iteration 108Q: 3 clusters Score -2559887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2559890.000000 Penalty: 5014.748535
	Iteration 109Q: 3 clusters Score -2559890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2559889.250000 Penalty: 5014.748535
	Iteration 110Q: 3 clusters Score -2559889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2559893.750000 Penalty: 5014.748535
	Iteration 111Q: 3 clusters Score -2559894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2559890.250000 Penalty: 5014.748535
	Iteration 112Q: 3 clusters Score -2559890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2559889.000000 Penalty: 5014.748535
	Iteration 113Q: 3 clusters Score -2559889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2559887.000000 Penalty: 5014.748535
	Iteration 114Q: 3 clusters Score -2559887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2559892.750000 Penalty: 5014.748535
	Iteration 115Q: 3 clusters Score -2559893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2559892.750000 Penalty: 5014.748535
	Iteration 116Q: 3 clusters Score -2559893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2559893.000000 Penalty: 5014.748535
	Iteration 117Q: 3 clusters Score -2559893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2559898.250000 Penalty: 5014.748535
	Iteration 118Q: 3 clusters Score -2559898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2559900.250000 Penalty: 5014.748535
	Iteration 119Q: 3 clusters Score -2559900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2559897.750000 Penalty: 5014.748535
	Iteration 120F: 3 clusters Score -2559898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2559899.500000 Penalty: 5014.748535
	Iteration 121Q: 3 clusters Score -2559900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2559903.250000 Penalty: 5014.748535
	Iteration 122Q: 3 clusters Score -2559903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2559902.000000 Penalty: 5014.748535
	Iteration 123Q: 3 clusters Score -2559902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2559899.750000 Penalty: 5014.748535
	Iteration 124Q: 3 clusters Score -2559900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2559906.750000 Penalty: 5014.748535
	Iteration 125Q: 3 clusters Score -2559907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2559903.250000 Penalty: 5014.748535
	Iteration 126Q: 3 clusters Score -2559903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2559911.750000 Penalty: 5014.748535
	Iteration 127Q: 3 clusters Score -2559912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2559916.250000 Penalty: 5014.748535
	Iteration 128Q: 3 clusters Score -2559916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2559923.500000 Penalty: 5014.748535
	Iteration 129Q: 3 clusters Score -2559924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2559920.500000 Penalty: 5014.748535
	Iteration 130Q: 3 clusters Score -2559920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2559921.500000 Penalty: 5014.748535
	Iteration 131Q: 3 clusters Score -2559922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2559922.000000 Penalty: 5014.748535
	Iteration 132Q: 3 clusters Score -2559922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2559928.750000 Penalty: 5014.748535
	Iteration 133Q: 3 clusters Score -2559929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2559932.500000 Penalty: 5014.748535
	Iteration 134Q: 3 clusters Score -2559932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2559936.000000 Penalty: 5014.748535
	Iteration 135Q: 3 clusters Score -2559936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2559940.500000 Penalty: 5014.748535
	Iteration 136Q: 3 clusters Score -2559940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2559948.000000 Penalty: 5014.748535
	Iteration 137Q: 3 clusters Score -2559948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2559948.750000 Penalty: 5014.748535
	Iteration 138Q: 3 clusters Score -2559949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2559952.750000 Penalty: 5014.748535
	Iteration 139Q: 3 clusters Score -2559953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2559950.750000 Penalty: 5014.748535
	Iteration 140F: 3 clusters Score -2559951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2559948.250000 Penalty: 5014.748535
	Iteration 141Q: 3 clusters Score -2559948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2559957.250000 Penalty: 5014.748535
	Iteration 142Q: 3 clusters Score -2559957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2559953.500000 Penalty: 5014.748535
	Iteration 143Q: 3 clusters Score -2559954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2559953.750000 Penalty: 5014.748535
	Iteration 144Q: 3 clusters Score -2559954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2559954.000000 Penalty: 5014.748535
	Iteration 145Q: 3 clusters Score -2559954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2559952.500000 Penalty: 5014.748535
	Iteration 146Q: 3 clusters Score -2559952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2559961.500000 Penalty: 5014.748535
	Iteration 147Q: 3 clusters Score -2559962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2559961.500000 Penalty: 5014.748535
	Iteration 148F: 3 clusters Score -2559962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Entering Unmasked Estep 
Score: -849069.312500 Penalty: 2217.308350
	Iteration 0F: 2 clusters Score -849069.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -842932.500000 Penalty: 4434.616699
	Iteration 0F: 3 clusters Score -842932.5 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -844762.750000 Penalty: 4434.616699
	Iteration 1F: 3 clusters Score -844762.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -845133.500000 Penalty: 4434.616699
	Iteration 2F: 3 clusters Score -845133.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -845398.562500 Penalty: 4434.616699
	Iteration 3F: 3 clusters Score -845398.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -845602.500000 Penalty: 4434.616699
	Iteration 4Q: 3 clusters Score -845602.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -845807.062500 Penalty: 4434.616699
	Iteration 5Q: 3 clusters Score -845807.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -846001.500000 Penalty: 4434.616699
	Iteration 6Q: 3 clusters Score -846001.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -846226.375000 Penalty: 4434.616699
	Iteration 7Q: 3 clusters Score -846226.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -846556.187500 Penalty: 4434.616699
	Iteration 8Q: 3 clusters Score -846556.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -846938.312500 Penalty: 4434.616699
	Iteration 9Q: 3 clusters Score -846938.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -847244.187500 Penalty: 4434.616699
	Iteration 10Q: 3 clusters Score -847244.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -847447.937500 Penalty: 4434.616699
	Iteration 11Q: 3 clusters Score -847447.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -847594.812500 Penalty: 4434.616699
	Iteration 12Q: 3 clusters Score -847594.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -847680.250000 Penalty: 4434.616699
	Iteration 13Q: 3 clusters Score -847680.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -847726.375000 Penalty: 4434.616699
	Iteration 14Q: 3 clusters Score -847726.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -847752.812500 Penalty: 4434.616699
	Iteration 15Q: 3 clusters Score -847752.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -847776.562500 Penalty: 4434.616699
	Iteration 16Q: 3 clusters Score -847776.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -847799.125000 Penalty: 4434.616699
	Iteration 17Q: 3 clusters Score -847799.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -847828.062500 Penalty: 4434.616699
	Iteration 18Q: 3 clusters Score -847828.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -847852.937500 Penalty: 4434.616699
	Iteration 19Q: 3 clusters Score -847852.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -847881.562500 Penalty: 4434.616699
	Iteration 20F: 3 clusters Score -847881.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -847908.000000 Penalty: 4434.616699
	Iteration 21Q: 3 clusters Score -847908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -847926.062500 Penalty: 4434.616699
	Iteration 22Q: 3 clusters Score -847926.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -847947.500000 Penalty: 4434.616699
	Iteration 23Q: 3 clusters Score -847947.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -847964.375000 Penalty: 4434.616699
	Iteration 24Q: 3 clusters Score -847964.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -847977.875000 Penalty: 4434.616699
	Iteration 25Q: 3 clusters Score -847977.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -847994.437500 Penalty: 4434.616699
	Iteration 26Q: 3 clusters Score -847994.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -848016.937500 Penalty: 4434.616699
	Iteration 27Q: 3 clusters Score -848016.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -848042.562500 Penalty: 4434.616699
	Iteration 28Q: 3 clusters Score -848042.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -848068.000000 Penalty: 4434.616699
	Iteration 29Q: 3 clusters Score -848068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -848102.625000 Penalty: 4434.616699
	Iteration 30Q: 3 clusters Score -848102.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -848131.625000 Penalty: 4434.616699
	Iteration 31Q: 3 clusters Score -848131.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -848155.625000 Penalty: 4434.616699
	Iteration 32Q: 3 clusters Score -848155.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -848179.250000 Penalty: 4434.616699
	Iteration 33Q: 3 clusters Score -848179.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -848202.562500 Penalty: 4434.616699
	Iteration 34Q: 3 clusters Score -848202.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -848227.562500 Penalty: 4434.616699
	Iteration 35Q: 3 clusters Score -848227.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -848256.687500 Penalty: 4434.616699
	Iteration 36Q: 3 clusters Score -848256.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -848283.125000 Penalty: 4434.616699
	Iteration 37Q: 3 clusters Score -848283.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -848317.437500 Penalty: 4434.616699
	Iteration 38Q: 3 clusters Score -848317.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -848341.812500 Penalty: 4434.616699
	Iteration 39Q: 3 clusters Score -848341.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -848367.937500 Penalty: 4434.616699
	Iteration 40F: 3 clusters Score -848367.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -848382.187500 Penalty: 4434.616699
	Iteration 41Q: 3 clusters Score -848382.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -848399.875000 Penalty: 4434.616699
	Iteration 42Q: 3 clusters Score -848399.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -848414.750000 Penalty: 4434.616699
	Iteration 43Q: 3 clusters Score -848414.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -848428.187500 Penalty: 4434.616699
	Iteration 44Q: 3 clusters Score -848428.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -848439.812500 Penalty: 4434.616699
	Iteration 45Q: 3 clusters Score -848439.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -848448.562500 Penalty: 4434.616699
	Iteration 46Q: 3 clusters Score -848448.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -848457.625000 Penalty: 4434.616699
	Iteration 47Q: 3 clusters Score -848457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -848463.812500 Penalty: 4434.616699
	Iteration 48Q: 3 clusters Score -848463.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -848468.562500 Penalty: 4434.616699
	Iteration 49Q: 3 clusters Score -848468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -848472.687500 Penalty: 4434.616699
	Iteration 50Q: 3 clusters Score -848472.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -848477.625000 Penalty: 4434.616699
	Iteration 51Q: 3 clusters Score -848477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -848479.687500 Penalty: 4434.616699
	Iteration 52Q: 3 clusters Score -848479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -848482.062500 Penalty: 4434.616699
	Iteration 53Q: 3 clusters Score -848482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -848485.937500 Penalty: 4434.616699
	Iteration 54Q: 3 clusters Score -848485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -848488.000000 Penalty: 4434.616699
	Iteration 55Q: 3 clusters Score -848488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -848488.937500 Penalty: 4434.616699
	Iteration 56Q: 3 clusters Score -848488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -848488.750000 Penalty: 4434.616699
	Iteration 57Q: 3 clusters Score -848488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -848490.750000 Penalty: 4434.616699
	Iteration 58Q: 3 clusters Score -848490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -848493.062500 Penalty: 4434.616699
	Iteration 59Q: 3 clusters Score -848493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -848493.750000 Penalty: 4434.616699
	Iteration 60F: 3 clusters Score -848493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -848495.937500 Penalty: 4434.616699
	Iteration 61Q: 3 clusters Score -848495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -848494.875000 Penalty: 4434.616699
	Iteration 62Q: 3 clusters Score -848494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -848497.687500 Penalty: 4434.616699
	Iteration 63Q: 3 clusters Score -848497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -848498.687500 Penalty: 4434.616699
	Iteration 64Q: 3 clusters Score -848498.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -848501.000000 Penalty: 4434.616699
	Iteration 65Q: 3 clusters Score -848501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -848504.375000 Penalty: 4434.616699
	Iteration 66Q: 3 clusters Score -848504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -848506.187500 Penalty: 4434.616699
	Iteration 67Q: 3 clusters Score -848506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -848509.125000 Penalty: 4434.616699
	Iteration 68Q: 3 clusters Score -848509.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -848514.750000 Penalty: 4434.616699
	Iteration 69Q: 3 clusters Score -848514.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -848515.500000 Penalty: 4434.616699
	Iteration 70Q: 3 clusters Score -848515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -848517.250000 Penalty: 4434.616699
	Iteration 71Q: 3 clusters Score -848517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -848519.125000 Penalty: 4434.616699
	Iteration 72Q: 3 clusters Score -848519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -848520.437500 Penalty: 4434.616699
	Iteration 73Q: 3 clusters Score -848520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -848523.375000 Penalty: 4434.616699
	Iteration 74Q: 3 clusters Score -848523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -848524.000000 Penalty: 4434.616699
	Iteration 75Q: 3 clusters Score -848524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -848524.000000 Penalty: 4434.616699
	Iteration 76F: 3 clusters Score -848524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (22624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Entering Unmasked Estep 
Score: -2599001.750000 Penalty: 2486.638184
	Iteration 0F: 2 clusters Score -2599002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2583331.750000 Penalty: 4973.276367
	Iteration 0F: 3 clusters Score -2583332 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2588605.500000 Penalty: 4973.276367
	Iteration 1F: 3 clusters Score -2588606 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2589025.500000 Penalty: 4973.276367
	Iteration 2F: 3 clusters Score -2589026 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2589412.500000 Penalty: 4973.276367
	Iteration 3Q: 3 clusters Score -2589412 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2589780.250000 Penalty: 4973.276367
	Iteration 4Q: 3 clusters Score -2589780 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2590167.750000 Penalty: 4973.276367
	Iteration 5Q: 3 clusters Score -2590168 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2590619.250000 Penalty: 4973.276367
	Iteration 6Q: 3 clusters Score -2590619 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2591167.500000 Penalty: 4973.276367
	Iteration 7Q: 3 clusters Score -2591168 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2591814.250000 Penalty: 4973.276367
	Iteration 8F: 3 clusters Score -2591814 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2592459.750000 Penalty: 4973.276367
	Iteration 9F: 3 clusters Score -2592460 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2593084.500000 Penalty: 4973.276367
	Iteration 10Q: 3 clusters Score -2593084 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2593642.000000 Penalty: 4973.276367
	Iteration 11Q: 3 clusters Score -2593642 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2594132.750000 Penalty: 4973.276367
	Iteration 12Q: 3 clusters Score -2594133 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2594558.500000 Penalty: 4973.276367
	Iteration 13Q: 3 clusters Score -2594558 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2595003.250000 Penalty: 4973.276367
	Iteration 14Q: 3 clusters Score -2595003 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2595430.000000 Penalty: 4973.276367
	Iteration 15Q: 3 clusters Score -2595430 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2595775.000000 Penalty: 4973.276367
	Iteration 16Q: 3 clusters Score -2595775 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2596003.500000 Penalty: 4973.276367
	Iteration 17Q: 3 clusters Score -2596004 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2596168.000000 Penalty: 4973.276367
	Iteration 18Q: 3 clusters Score -2596168 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2596283.250000 Penalty: 4973.276367
	Iteration 19Q: 3 clusters Score -2596283 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2596358.500000 Penalty: 4973.276367
	Iteration 20F: 3 clusters Score -2596358 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2596434.250000 Penalty: 4973.276367
	Iteration 21Q: 3 clusters Score -2596434 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2596473.750000 Penalty: 4973.276367
	Iteration 22Q: 3 clusters Score -2596474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2596508.750000 Penalty: 4973.276367
	Iteration 23Q: 3 clusters Score -2596509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2596541.250000 Penalty: 4973.276367
	Iteration 24Q: 3 clusters Score -2596541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2596559.250000 Penalty: 4973.276367
	Iteration 25Q: 3 clusters Score -2596559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2596580.500000 Penalty: 4973.276367
	Iteration 26Q: 3 clusters Score -2596580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2596603.250000 Penalty: 4973.276367
	Iteration 27Q: 3 clusters Score -2596603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2596605.000000 Penalty: 4973.276367
	Iteration 28Q: 3 clusters Score -2596605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2596622.750000 Penalty: 4973.276367
	Iteration 29Q: 3 clusters Score -2596623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2596637.000000 Penalty: 4973.276367
	Iteration 30Q: 3 clusters Score -2596637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2596646.750000 Penalty: 4973.276367
	Iteration 31Q: 3 clusters Score -2596647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2596658.500000 Penalty: 4973.276367
	Iteration 32Q: 3 clusters Score -2596658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2596673.000000 Penalty: 4973.276367
	Iteration 33Q: 3 clusters Score -2596673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2596676.000000 Penalty: 4973.276367
	Iteration 34Q: 3 clusters Score -2596676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2596677.000000 Penalty: 4973.276367
	Iteration 35Q: 3 clusters Score -2596677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2596694.500000 Penalty: 4973.276367
	Iteration 36Q: 3 clusters Score -2596694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2596701.250000 Penalty: 4973.276367
	Iteration 37Q: 3 clusters Score -2596701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2596710.250000 Penalty: 4973.276367
	Iteration 38Q: 3 clusters Score -2596710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2596720.750000 Penalty: 4973.276367
	Iteration 39Q: 3 clusters Score -2596721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2596727.000000 Penalty: 4973.276367
	Iteration 40F: 3 clusters Score -2596727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2596734.000000 Penalty: 4973.276367
	Iteration 41Q: 3 clusters Score -2596734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2596737.750000 Penalty: 4973.276367
	Iteration 42Q: 3 clusters Score -2596738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2596735.750000 Penalty: 4973.276367
	Iteration 43Q: 3 clusters Score -2596736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2596746.250000 Penalty: 4973.276367
	Iteration 44Q: 3 clusters Score -2596746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2596752.250000 Penalty: 4973.276367
	Iteration 45Q: 3 clusters Score -2596752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2596762.000000 Penalty: 4973.276367
	Iteration 46Q: 3 clusters Score -2596762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2596770.000000 Penalty: 4973.276367
	Iteration 47Q: 3 clusters Score -2596770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2596770.000000 Penalty: 4973.276367
	Iteration 48Q: 3 clusters Score -2596770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2596776.750000 Penalty: 4973.276367
	Iteration 49Q: 3 clusters Score -2596777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2596779.500000 Penalty: 4973.276367
	Iteration 50Q: 3 clusters Score -2596780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2596782.750000 Penalty: 4973.276367
	Iteration 51Q: 3 clusters Score -2596783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2596784.500000 Penalty: 4973.276367
	Iteration 52Q: 3 clusters Score -2596784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2596784.250000 Penalty: 4973.276367
	Iteration 53Q: 3 clusters Score -2596784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2596781.750000 Penalty: 4973.276367
	Iteration 54Q: 3 clusters Score -2596782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2596787.750000 Penalty: 4973.276367
	Iteration 55Q: 3 clusters Score -2596788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2596791.000000 Penalty: 4973.276367
	Iteration 56Q: 3 clusters Score -2596791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2596788.250000 Penalty: 4973.276367
	Iteration 57Q: 3 clusters Score -2596788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2596794.000000 Penalty: 4973.276367
	Iteration 58Q: 3 clusters Score -2596794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2596796.500000 Penalty: 4973.276367
	Iteration 59Q: 3 clusters Score -2596796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2596799.500000 Penalty: 4973.276367
	Iteration 60F: 3 clusters Score -2596800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2596799.750000 Penalty: 4973.276367
	Iteration 61Q: 3 clusters Score -2596800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2596800.500000 Penalty: 4973.276367
	Iteration 62Q: 3 clusters Score -2596800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2596800.500000 Penalty: 4973.276367
	Iteration 63F: 3 clusters Score -2596800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (16614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Entering Unmasked Estep 
Score: -1740758.000000 Penalty: 2410.064453
	Iteration 0F: 2 clusters Score -1740758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1728801.750000 Penalty: 4820.128906
	Iteration 0F: 3 clusters Score -1728802 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1732873.125000 Penalty: 4820.128906
	Iteration 1F: 3 clusters Score -1732873 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1733395.625000 Penalty: 4820.128906
	Iteration 2F: 3 clusters Score -1733396 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1733820.750000 Penalty: 4820.128906
	Iteration 3F: 3 clusters Score -1733821 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1734246.625000 Penalty: 4820.128906
	Iteration 4F: 3 clusters Score -1734247 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1734676.000000 Penalty: 4820.128906
	Iteration 5Q: 3 clusters Score -1734676 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1735140.125000 Penalty: 4820.128906
	Iteration 6Q: 3 clusters Score -1735140 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1735549.500000 Penalty: 4820.128906
	Iteration 7Q: 3 clusters Score -1735550 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1735963.750000 Penalty: 4820.128906
	Iteration 8Q: 3 clusters Score -1735964 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1736357.250000 Penalty: 4820.128906
	Iteration 9Q: 3 clusters Score -1736357 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1736690.500000 Penalty: 4820.128906
	Iteration 10Q: 3 clusters Score -1736690 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1736969.375000 Penalty: 4820.128906
	Iteration 11Q: 3 clusters Score -1736969 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1737171.875000 Penalty: 4820.128906
	Iteration 12Q: 3 clusters Score -1737172 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1737347.250000 Penalty: 4820.128906
	Iteration 13Q: 3 clusters Score -1737347 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1737503.500000 Penalty: 4820.128906
	Iteration 14Q: 3 clusters Score -1737504 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1737613.500000 Penalty: 4820.128906
	Iteration 15Q: 3 clusters Score -1737614 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1737696.125000 Penalty: 4820.128906
	Iteration 16Q: 3 clusters Score -1737696 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1737768.250000 Penalty: 4820.128906
	Iteration 17Q: 3 clusters Score -1737768 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1737840.625000 Penalty: 4820.128906
	Iteration 18Q: 3 clusters Score -1737841 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1737905.125000 Penalty: 4820.128906
	Iteration 19Q: 3 clusters Score -1737905 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1737958.500000 Penalty: 4820.128906
	Iteration 20F: 3 clusters Score -1737958 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1738010.000000 Penalty: 4820.128906
	Iteration 21Q: 3 clusters Score -1738010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1738064.500000 Penalty: 4820.128906
	Iteration 22Q: 3 clusters Score -1738064 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1738115.625000 Penalty: 4820.128906
	Iteration 23Q: 3 clusters Score -1738116 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1738166.000000 Penalty: 4820.128906
	Iteration 24Q: 3 clusters Score -1738166 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1738217.375000 Penalty: 4820.128906
	Iteration 25Q: 3 clusters Score -1738217 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1738267.375000 Penalty: 4820.128906
	Iteration 26Q: 3 clusters Score -1738267 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1738311.750000 Penalty: 4820.128906
	Iteration 27Q: 3 clusters Score -1738312 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1738353.875000 Penalty: 4820.128906
	Iteration 28Q: 3 clusters Score -1738354 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1738404.375000 Penalty: 4820.128906
	Iteration 29Q: 3 clusters Score -1738404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1738462.500000 Penalty: 4820.128906
	Iteration 30Q: 3 clusters Score -1738462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1738514.500000 Penalty: 4820.128906
	Iteration 31Q: 3 clusters Score -1738514 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1738551.250000 Penalty: 4820.128906
	Iteration 32Q: 3 clusters Score -1738551 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1738596.000000 Penalty: 4820.128906
	Iteration 33Q: 3 clusters Score -1738596 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1738640.625000 Penalty: 4820.128906
	Iteration 34Q: 3 clusters Score -1738641 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1738688.125000 Penalty: 4820.128906
	Iteration 35Q: 3 clusters Score -1738688 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1738728.875000 Penalty: 4820.128906
	Iteration 36Q: 3 clusters Score -1738729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1738774.875000 Penalty: 4820.128906
	Iteration 37Q: 3 clusters Score -1738775 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1738814.250000 Penalty: 4820.128906
	Iteration 38Q: 3 clusters Score -1738814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1738847.875000 Penalty: 4820.128906
	Iteration 39Q: 3 clusters Score -1738848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1738875.625000 Penalty: 4820.128906
	Iteration 40F: 3 clusters Score -1738876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1738914.000000 Penalty: 4820.128906
	Iteration 41Q: 3 clusters Score -1738914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1738946.875000 Penalty: 4820.128906
	Iteration 42Q: 3 clusters Score -1738947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1738976.500000 Penalty: 4820.128906
	Iteration 43Q: 3 clusters Score -1738976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1739000.375000 Penalty: 4820.128906
	Iteration 44Q: 3 clusters Score -1739000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1739028.875000 Penalty: 4820.128906
	Iteration 45Q: 3 clusters Score -1739029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1739058.750000 Penalty: 4820.128906
	Iteration 46Q: 3 clusters Score -1739059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1739072.000000 Penalty: 4820.128906
	Iteration 47Q: 3 clusters Score -1739072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1739096.875000 Penalty: 4820.128906
	Iteration 48Q: 3 clusters Score -1739097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1739119.750000 Penalty: 4820.128906
	Iteration 49Q: 3 clusters Score -1739120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1739139.125000 Penalty: 4820.128906
	Iteration 50Q: 3 clusters Score -1739139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1739164.125000 Penalty: 4820.128906
	Iteration 51Q: 3 clusters Score -1739164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1739175.875000 Penalty: 4820.128906
	Iteration 52Q: 3 clusters Score -1739176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1739192.875000 Penalty: 4820.128906
	Iteration 53Q: 3 clusters Score -1739193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1739217.500000 Penalty: 4820.128906
	Iteration 54Q: 3 clusters Score -1739218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1739237.250000 Penalty: 4820.128906
	Iteration 55Q: 3 clusters Score -1739237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1739253.125000 Penalty: 4820.128906
	Iteration 56Q: 3 clusters Score -1739253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1739267.250000 Penalty: 4820.128906
	Iteration 57Q: 3 clusters Score -1739267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1739279.125000 Penalty: 4820.128906
	Iteration 58Q: 3 clusters Score -1739279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1739293.375000 Penalty: 4820.128906
	Iteration 59Q: 3 clusters Score -1739293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1739296.500000 Penalty: 4820.128906
	Iteration 60F: 3 clusters Score -1739296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1739301.625000 Penalty: 4820.128906
	Iteration 61Q: 3 clusters Score -1739302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1739305.250000 Penalty: 4820.128906
	Iteration 62Q: 3 clusters Score -1739305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1739312.125000 Penalty: 4820.128906
	Iteration 63Q: 3 clusters Score -1739312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1739317.375000 Penalty: 4820.128906
	Iteration 64Q: 3 clusters Score -1739317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1739324.250000 Penalty: 4820.128906
	Iteration 65Q: 3 clusters Score -1739324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1739328.250000 Penalty: 4820.128906
	Iteration 66Q: 3 clusters Score -1739328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1739331.625000 Penalty: 4820.128906
	Iteration 67Q: 3 clusters Score -1739332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1739337.625000 Penalty: 4820.128906
	Iteration 68Q: 3 clusters Score -1739338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1739340.875000 Penalty: 4820.128906
	Iteration 69Q: 3 clusters Score -1739341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1739345.125000 Penalty: 4820.128906
	Iteration 70Q: 3 clusters Score -1739345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1739347.250000 Penalty: 4820.128906
	Iteration 71Q: 3 clusters Score -1739347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1739357.500000 Penalty: 4820.128906
	Iteration 72Q: 3 clusters Score -1739358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1739360.875000 Penalty: 4820.128906
	Iteration 73Q: 3 clusters Score -1739361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1739368.375000 Penalty: 4820.128906
	Iteration 74Q: 3 clusters Score -1739368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1739370.000000 Penalty: 4820.128906
	Iteration 75Q: 3 clusters Score -1739370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1739376.500000 Penalty: 4820.128906
	Iteration 76Q: 3 clusters Score -1739376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1739381.875000 Penalty: 4820.128906
	Iteration 77Q: 3 clusters Score -1739382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1739387.125000 Penalty: 4820.128906
	Iteration 78Q: 3 clusters Score -1739387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1739389.875000 Penalty: 4820.128906
	Iteration 79Q: 3 clusters Score -1739390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1739389.750000 Penalty: 4820.128906
	Iteration 80F: 3 clusters Score -1739390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1739393.375000 Penalty: 4820.128906
	Iteration 81Q: 3 clusters Score -1739393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1739393.375000 Penalty: 4820.128906
	Iteration 82F: 3 clusters Score -1739393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -131601.890625 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -131601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -129479.554688 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -129479.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129802.031250 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -129802 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -129925.039062 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -129925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -129998.062500 Penalty: 3527.310059
	Iteration 3Q: 3 clusters Score -129998.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -130034.281250 Penalty: 3527.310059
	Iteration 4Q: 3 clusters Score -130034.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -130065.281250 Penalty: 3527.310059
	Iteration 5Q: 3 clusters Score -130065.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -130086.703125 Penalty: 3527.310059
	Iteration 6Q: 3 clusters Score -130086.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -130104.093750 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -130104.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -130113.992188 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -130114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -130119.070312 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -130119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -130123.359375 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -130123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -130128.664062 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -130128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130129.429688 Penalty: 3527.310059
	Iteration 12Q: 3 clusters Score -130129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -130131.070312 Penalty: 3527.310059
	Iteration 13Q: 3 clusters Score -130131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130132.070312 Penalty: 3527.310059
	Iteration 14Q: 3 clusters Score -130132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130132.070312 Penalty: 3527.310059
	Iteration 15F: 3 clusters Score -130132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -702919.687500 Penalty: 2167.325439
	Iteration 0F: 2 clusters Score -702919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -697637.875000 Penalty: 4334.650879
	Iteration 0F: 3 clusters Score -697637.9 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -699102.625000 Penalty: 4334.650879
	Iteration 1F: 3 clusters Score -699102.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -699335.562500 Penalty: 4334.650879
	Iteration 2F: 3 clusters Score -699335.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -699479.500000 Penalty: 4334.650879
	Iteration 3Q: 3 clusters Score -699479.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -699569.062500 Penalty: 4334.650879
	Iteration 4Q: 3 clusters Score -699569.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -699631.937500 Penalty: 4334.650879
	Iteration 5Q: 3 clusters Score -699631.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -699695.437500 Penalty: 4334.650879
	Iteration 6Q: 3 clusters Score -699695.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -699756.937500 Penalty: 4334.650879
	Iteration 7Q: 3 clusters Score -699756.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -699825.000000 Penalty: 4334.650879
	Iteration 8Q: 3 clusters Score -699825 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -699906.875000 Penalty: 4334.650879
	Iteration 9Q: 3 clusters Score -699906.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -700000.250000 Penalty: 4334.650879
	Iteration 10Q: 3 clusters Score -700000.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -700112.500000 Penalty: 4334.650879
	Iteration 11Q: 3 clusters Score -700112.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -700266.000000 Penalty: 4334.650879
	Iteration 12Q: 3 clusters Score -700266 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -700414.125000 Penalty: 4334.650879
	Iteration 13Q: 3 clusters Score -700414.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -700576.312500 Penalty: 4334.650879
	Iteration 14Q: 3 clusters Score -700576.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -700751.187500 Penalty: 4334.650879
	Iteration 15Q: 3 clusters Score -700751.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -700877.312500 Penalty: 4334.650879
	Iteration 16Q: 3 clusters Score -700877.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -700963.125000 Penalty: 4334.650879
	Iteration 17Q: 3 clusters Score -700963.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -701034.187500 Penalty: 4334.650879
	Iteration 18Q: 3 clusters Score -701034.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -701097.000000 Penalty: 4334.650879
	Iteration 19Q: 3 clusters Score -701097 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -701143.875000 Penalty: 4334.650879
	Iteration 20F: 3 clusters Score -701143.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -701179.125000 Penalty: 4334.650879
	Iteration 21Q: 3 clusters Score -701179.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -701196.000000 Penalty: 4334.650879
	Iteration 22Q: 3 clusters Score -701196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -701209.062500 Penalty: 4334.650879
	Iteration 23Q: 3 clusters Score -701209.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -701219.687500 Penalty: 4334.650879
	Iteration 24Q: 3 clusters Score -701219.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -701225.437500 Penalty: 4334.650879
	Iteration 25Q: 3 clusters Score -701225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -701230.875000 Penalty: 4334.650879
	Iteration 26Q: 3 clusters Score -701230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -701236.062500 Penalty: 4334.650879
	Iteration 27Q: 3 clusters Score -701236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -701239.812500 Penalty: 4334.650879
	Iteration 28Q: 3 clusters Score -701239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -701241.062500 Penalty: 4334.650879
	Iteration 29Q: 3 clusters Score -701241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -701242.062500 Penalty: 4334.650879
	Iteration 30Q: 3 clusters Score -701242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -701243.000000 Penalty: 4334.650879
	Iteration 31Q: 3 clusters Score -701243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -701242.437500 Penalty: 4334.650879
	Iteration 32Q: 3 clusters Score -701242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -701243.000000 Penalty: 4334.650879
	Iteration 33Q: 3 clusters Score -701243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -701243.000000 Penalty: 4334.650879
	Iteration 34F: 3 clusters Score -701243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -47956.152344 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -47956.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46472.332031 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -46472.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46662.527344 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -46662.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46733.195312 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -46733.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46837.050781 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -46837.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46893.675781 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -46893.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46908.488281 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -46908.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46915.613281 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -46915.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46917.773438 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -46917.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46918.718750 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -46918.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46918.718750 Penalty: 3078.461670
	Iteration 9F: 3 clusters Score -46918.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -514066.812500 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -514066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -509744.187500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -509744.2 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -510826.812500 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -510826.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -511054.875000 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -511054.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -511200.531250 Penalty: 4182.199219
	Iteration 3F: 3 clusters Score -511200.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -511307.937500 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -511307.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -511409.843750 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -511409.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -511488.406250 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -511488.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -511555.156250 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -511555.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -511608.406250 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -511608.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -511655.000000 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -511655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -511700.375000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -511700.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -511731.656250 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -511731.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -511762.781250 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -511762.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -511801.062500 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -511801.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -511830.562500 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -511830.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -511860.343750 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -511860.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -511893.218750 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -511893.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -511926.593750 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -511926.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -511954.781250 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -511954.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -511982.125000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -511982.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -512015.500000 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -512015.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -512043.000000 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -512043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -512067.687500 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -512067.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -512093.625000 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -512093.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -512117.812500 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -512117.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -512142.875000 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -512142.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -512168.781250 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -512168.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -512209.656250 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -512209.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -512254.062500 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -512254.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -512314.062500 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -512314.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -512359.718750 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -512359.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -512393.656250 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -512393.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -512442.812500 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -512442.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -512477.968750 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -512478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -512494.656250 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -512494.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -512499.343750 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -512499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -512502.125000 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -512502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -512503.875000 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -512503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -512507.937500 Penalty: 4182.199219
	Iteration 38Q: 3 clusters Score -512507.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -512516.125000 Penalty: 4182.199219
	Iteration 39Q: 3 clusters Score -512516.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -512521.156250 Penalty: 4182.199219
	Iteration 40F: 3 clusters Score -512521.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -512525.312500 Penalty: 4182.199219
	Iteration 41Q: 3 clusters Score -512525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -512528.437500 Penalty: 4182.199219
	Iteration 42Q: 3 clusters Score -512528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -512529.718750 Penalty: 4182.199219
	Iteration 43Q: 3 clusters Score -512529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -512529.718750 Penalty: 4182.199219
	Iteration 44F: 3 clusters Score -512529.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117362.687500 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -117362.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115425.359375 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -115425.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115733.828125 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -115733.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115838.945312 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -115838.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115892.835938 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -115892.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115925.765625 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -115925.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115941.820312 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -115941.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115957.609375 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -115957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115971.992188 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -115972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -115980.382812 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -115980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115986.281250 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -115986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115990.421875 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -115990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115997.960938 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -115998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -116005.992188 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -116006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116008.101562 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -116008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -116012.546875 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -116012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -116019.859375 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -116019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116026.257812 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -116026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116026.851562 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -116026.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116026.851562 Penalty: 3460.731689
	Iteration 18F: 3 clusters Score -116026.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -453824.125000 Penalty: 2106.493164
	Iteration 0F: 2 clusters Score -453824.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -449404.312500 Penalty: 4212.986328
	Iteration 0F: 3 clusters Score -449404.3 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -450644.468750 Penalty: 4212.986328
	Iteration 1F: 3 clusters Score -450644.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -451110.906250 Penalty: 4212.986328
	Iteration 2F: 3 clusters Score -451110.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -451622.093750 Penalty: 4212.986328
	Iteration 3F: 3 clusters Score -451622.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -452207.437500 Penalty: 4212.986328
	Iteration 4F: 3 clusters Score -452207.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -452622.125000 Penalty: 4212.986328
	Iteration 5F: 3 clusters Score -452622.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -452867.656250 Penalty: 4212.986328
	Iteration 6F: 3 clusters Score -452867.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -453005.000000 Penalty: 4212.986328
	Iteration 7Q: 3 clusters Score -453005 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -453092.625000 Penalty: 4212.986328
	Iteration 8Q: 3 clusters Score -453092.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -453145.875000 Penalty: 4212.986328
	Iteration 9Q: 3 clusters Score -453145.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -453186.500000 Penalty: 4212.986328
	Iteration 10Q: 3 clusters Score -453186.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -453220.656250 Penalty: 4212.986328
	Iteration 11Q: 3 clusters Score -453220.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -453248.000000 Penalty: 4212.986328
	Iteration 12Q: 3 clusters Score -453248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -453264.437500 Penalty: 4212.986328
	Iteration 13Q: 3 clusters Score -453264.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -453274.343750 Penalty: 4212.986328
	Iteration 14Q: 3 clusters Score -453274.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -453285.781250 Penalty: 4212.986328
	Iteration 15Q: 3 clusters Score -453285.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -453298.343750 Penalty: 4212.986328
	Iteration 16Q: 3 clusters Score -453298.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -453306.531250 Penalty: 4212.986328
	Iteration 17Q: 3 clusters Score -453306.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -453311.593750 Penalty: 4212.986328
	Iteration 18Q: 3 clusters Score -453311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -453311.218750 Penalty: 4212.986328
	Iteration 19Q: 3 clusters Score -453311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -453312.500000 Penalty: 4212.986328
	Iteration 20F: 3 clusters Score -453312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -453313.062500 Penalty: 4212.986328
	Iteration 21Q: 3 clusters Score -453313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -453312.468750 Penalty: 4212.986328
	Iteration 22Q: 3 clusters Score -453312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -453312.468750 Penalty: 4212.986328
	Iteration 23F: 3 clusters Score -453312.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81665.382812 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81665.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79922.312500 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79922.31 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80198.945312 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80198.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80298.062500 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80298.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80356.273438 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -80356.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80411.859375 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80411.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80457.539062 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80457.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80500.953125 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80500.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80551.515625 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80551.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80590.093750 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80590.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80614.031250 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80614.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80648.953125 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -80648.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80679.617188 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -80679.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80685.015625 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -80685.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80696.531250 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -80696.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80701.539062 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -80701.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80705.750000 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -80705.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80706.593750 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -80706.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80706.593750 Penalty: 3306.179199
	Iteration 17F: 3 clusters Score -80706.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -92899.671875 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -92899.67 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 478 members 
Entering Unmasked Estep 
Score: -91025.320312 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -91025.32 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91339.039062 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -91339.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91446.859375 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -91446.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91518.890625 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -91518.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91568.992188 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -91568.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91600.523438 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -91600.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91627.515625 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -91627.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91666.414062 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -91666.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91714.164062 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -91714.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91784.484375 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -91784.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91847.617188 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -91847.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91867.476562 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -91867.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91890.179688 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -91890.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91913.578125 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -91913.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91928.390625 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -91928.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91943.125000 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -91943.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91946.992188 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -91946.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91948.914062 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -91948.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91951.007812 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -91951.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91955.218750 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -91955.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91957.625000 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -91957.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91959.093750 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -91959.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91959.093750 Penalty: 3376.735596
	Iteration 22F: 3 clusters Score -91959.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (27767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Entering Unmasked Estep 
Score: -3158307.750000 Penalty: 2537.437744
	Iteration 0F: 2 clusters Score -3158308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3139184.250000 Penalty: 5074.875488
	Iteration 0F: 3 clusters Score -3139184 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3145980.000000 Penalty: 5074.875488
	Iteration 1F: 3 clusters Score -3145980 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3146423.500000 Penalty: 5074.875488
	Iteration 2Q: 3 clusters Score -3146424 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3146915.250000 Penalty: 5074.875488
	Iteration 3Q: 3 clusters Score -3146915 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3147498.750000 Penalty: 5074.875488
	Iteration 4Q: 3 clusters Score -3147499 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3148299.500000 Penalty: 5074.875488
	Iteration 5F: 3 clusters Score -3148300 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3149369.000000 Penalty: 5074.875488
	Iteration 6F: 3 clusters Score -3149369 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3150670.750000 Penalty: 5074.875488
	Iteration 7F: 3 clusters Score -3150671 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3152035.250000 Penalty: 5074.875488
	Iteration 8F: 3 clusters Score -3152035 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3153283.500000 Penalty: 5074.875488
	Iteration 9F: 3 clusters Score -3153284 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3154288.250000 Penalty: 5074.875488
	Iteration 10Q: 3 clusters Score -3154288 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3155164.250000 Penalty: 5074.875488
	Iteration 11Q: 3 clusters Score -3155164 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3155772.500000 Penalty: 5074.875488
	Iteration 12Q: 3 clusters Score -3155772 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3156158.000000 Penalty: 5074.875488
	Iteration 13Q: 3 clusters Score -3156158 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3156395.500000 Penalty: 5074.875488
	Iteration 14Q: 3 clusters Score -3156396 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3156504.500000 Penalty: 5074.875488
	Iteration 15Q: 3 clusters Score -3156504 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3156580.500000 Penalty: 5074.875488
	Iteration 16Q: 3 clusters Score -3156580 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3156632.250000 Penalty: 5074.875488
	Iteration 17Q: 3 clusters Score -3156632 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3156655.250000 Penalty: 5074.875488
	Iteration 18Q: 3 clusters Score -3156655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3156678.250000 Penalty: 5074.875488
	Iteration 19Q: 3 clusters Score -3156678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3156678.250000 Penalty: 5074.875488
	Iteration 20F: 3 clusters Score -3156678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3156698.750000 Penalty: 5074.875488
	Iteration 21Q: 3 clusters Score -3156699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3156709.250000 Penalty: 5074.875488
	Iteration 22Q: 3 clusters Score -3156709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3156717.250000 Penalty: 5074.875488
	Iteration 23Q: 3 clusters Score -3156717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3156723.000000 Penalty: 5074.875488
	Iteration 24Q: 3 clusters Score -3156723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3156735.500000 Penalty: 5074.875488
	Iteration 25Q: 3 clusters Score -3156736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3156735.250000 Penalty: 5074.875488
	Iteration 26Q: 3 clusters Score -3156735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3156734.000000 Penalty: 5074.875488
	Iteration 27Q: 3 clusters Score -3156734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3156737.250000 Penalty: 5074.875488
	Iteration 28Q: 3 clusters Score -3156737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3156737.250000 Penalty: 5074.875488
	Iteration 29Q: 3 clusters Score -3156737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3156734.500000 Penalty: 5074.875488
	Iteration 30Q: 3 clusters Score -3156734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3156737.000000 Penalty: 5074.875488
	Iteration 31Q: 3 clusters Score -3156737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3156739.000000 Penalty: 5074.875488
	Iteration 32Q: 3 clusters Score -3156739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3156735.500000 Penalty: 5074.875488
	Iteration 33Q: 3 clusters Score -3156736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3156740.000000 Penalty: 5074.875488
	Iteration 34Q: 3 clusters Score -3156740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3156741.750000 Penalty: 5074.875488
	Iteration 35Q: 3 clusters Score -3156742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3156738.750000 Penalty: 5074.875488
	Iteration 36Q: 3 clusters Score -3156739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3156738.750000 Penalty: 5074.875488
	Iteration 37F: 3 clusters Score -3156739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27489 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108493 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212136 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 40264 members 
Mstep: Class 18 contains 36572 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10157 members 
Mstep: Class 23 contains 6402 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12451 members 
Mstep: Class 32 contains 14976 members 
Mstep: Class 33 contains 9477 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7141 members 
Mstep: Class 44 contains 52935 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44509 members 
Mstep: Class 47 contains 13972 members 
Mstep: Class 48 contains 11014 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6895 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22624 members 
Mstep: Class 56 contains 16614 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299792.000000 Penalty: 226831.578125
Iteration 319Q: 66 clusters Score -1.392998e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27486 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108496 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15799 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212132 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 40260 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10155 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12451 members 
Mstep: Class 32 contains 14977 members 
Mstep: Class 33 contains 9478 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7141 members 
Mstep: Class 44 contains 52927 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44511 members 
Mstep: Class 47 contains 13969 members 
Mstep: Class 48 contains 11015 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6895 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22625 members 
Mstep: Class 56 contains 16632 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299840.000000 Penalty: 226831.578125
Iteration 320F: 66 clusters Score -1.392998e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27482 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108496 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212130 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 40259 members 
Mstep: Class 18 contains 36572 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7912 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12450 members 
Mstep: Class 32 contains 14978 members 
Mstep: Class 33 contains 9478 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7140 members 
Mstep: Class 44 contains 52925 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44509 members 
Mstep: Class 47 contains 13966 members 
Mstep: Class 48 contains 11016 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6896 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22626 members 
Mstep: Class 56 contains 16650 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299840.000000 Penalty: 226831.578125
Iteration 321Q: 66 clusters Score -1.392998e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27480 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108497 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212125 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 40250 members 
Mstep: Class 18 contains 36570 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7915 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12448 members 
Mstep: Class 32 contains 14977 members 
Mstep: Class 33 contains 9478 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6922 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7140 members 
Mstep: Class 44 contains 52918 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44509 members 
Mstep: Class 47 contains 13965 members 
Mstep: Class 48 contains 11018 members 
Mstep: Class 49 contains 3656 members 
Mstep: Class 50 contains 6897 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22627 members 
Mstep: Class 56 contains 16672 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4884 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299760.000000 Penalty: 226831.578125
Iteration 322Q: 66 clusters Score -1.392998e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27479 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108499 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15799 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212115 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 40244 members 
Mstep: Class 18 contains 36570 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7915 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12445 members 
Mstep: Class 32 contains 14978 members 
Mstep: Class 33 contains 9479 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6922 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7140 members 
Mstep: Class 44 contains 52916 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44511 members 
Mstep: Class 47 contains 13962 members 
Mstep: Class 48 contains 11018 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6899 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22628 members 
Mstep: Class 56 contains 16686 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4884 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299776.000000 Penalty: 226831.578125
Iteration 323Q: 66 clusters Score -1.392998e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27478 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108501 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15798 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212104 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 40246 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10150 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7915 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12442 members 
Mstep: Class 32 contains 14978 members 
Mstep: Class 33 contains 9479 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7139 members 
Mstep: Class 44 contains 52919 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11018 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6899 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22628 members 
Mstep: Class 56 contains 16697 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4883 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299840.000000 Penalty: 226831.578125
Iteration 324Q: 66 clusters Score -1.392998e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27475 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108501 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15796 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212091 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 40244 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10148 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7916 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12443 members 
Mstep: Class 32 contains 14978 members 
Mstep: Class 33 contains 9480 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6922 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7136 members 
Mstep: Class 44 contains 52921 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11018 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6899 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22628 members 
Mstep: Class 56 contains 16719 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299840.000000 Penalty: 226831.578125
Iteration 325Q: 66 clusters Score -1.392998e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27476 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108502 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15795 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212080 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 40238 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7914 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12444 members 
Mstep: Class 32 contains 14979 members 
Mstep: Class 33 contains 9480 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6921 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3039 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7133 members 
Mstep: Class 44 contains 52921 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44510 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11018 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6899 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22629 members 
Mstep: Class 56 contains 16737 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4883 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299872.000000 Penalty: 226831.578125
Iteration 326Q: 66 clusters Score -1.392999e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27477 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108500 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15797 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212077 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 40230 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 10139 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7913 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12445 members 
Mstep: Class 32 contains 14979 members 
Mstep: Class 33 contains 9481 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6922 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7133 members 
Mstep: Class 44 contains 52919 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44510 members 
Mstep: Class 47 contains 13953 members 
Mstep: Class 48 contains 11018 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6899 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22628 members 
Mstep: Class 56 contains 16764 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299968.000000 Penalty: 226831.578125
Iteration 327Q: 66 clusters Score -1.393e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27478 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108505 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212070 members 
Mstep: Class 16 contains 23817 members 
Mstep: Class 17 contains 40216 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20637 members 
Mstep: Class 22 contains 10135 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7916 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12442 members 
Mstep: Class 32 contains 14980 members 
Mstep: Class 33 contains 9480 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3039 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7136 members 
Mstep: Class 44 contains 52918 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44510 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 11018 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6899 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22629 members 
Mstep: Class 56 contains 16781 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4884 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299952.000000 Penalty: 226831.578125
Iteration 328Q: 66 clusters Score -1.393e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27474 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108504 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212070 members 
Mstep: Class 16 contains 23817 members 
Mstep: Class 17 contains 40205 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10132 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7918 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12443 members 
Mstep: Class 32 contains 14979 members 
Mstep: Class 33 contains 9479 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3039 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7138 members 
Mstep: Class 44 contains 52916 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44510 members 
Mstep: Class 47 contains 13951 members 
Mstep: Class 48 contains 11018 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6899 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22629 members 
Mstep: Class 56 contains 16801 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4884 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299808.000000 Penalty: 226831.578125
Iteration 329Q: 66 clusters Score -1.392998e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27471 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108504 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15802 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 212064 members 
Mstep: Class 16 contains 23816 members 
Mstep: Class 17 contains 40195 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10132 members 
Mstep: Class 23 contains 6404 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7919 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12440 members 
Mstep: Class 32 contains 14980 members 
Mstep: Class 33 contains 9479 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6924 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3041 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7139 members 
Mstep: Class 44 contains 52917 members 
Mstep: Class 45 contains 16610 members 
Mstep: Class 46 contains 44513 members 
Mstep: Class 47 contains 13950 members 
Mstep: Class 48 contains 11017 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22630 members 
Mstep: Class 56 contains 16815 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299904.000000 Penalty: 226831.578125
Iteration 330Q: 66 clusters Score -1.392999e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27471 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108504 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15802 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 212057 members 
Mstep: Class 16 contains 23816 members 
Mstep: Class 17 contains 40181 members 
Mstep: Class 18 contains 36572 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10132 members 
Mstep: Class 23 contains 6404 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7920 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12440 members 
Mstep: Class 32 contains 14980 members 
Mstep: Class 33 contains 9480 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6926 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3045 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7142 members 
Mstep: Class 44 contains 52917 members 
Mstep: Class 45 contains 16610 members 
Mstep: Class 46 contains 44513 members 
Mstep: Class 47 contains 13952 members 
Mstep: Class 48 contains 11017 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22631 members 
Mstep: Class 56 contains 16821 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6243 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4591 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299968.000000 Penalty: 226831.578125
Iteration 331Q: 66 clusters Score -1.393e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27468 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108506 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212051 members 
Mstep: Class 16 contains 23816 members 
Mstep: Class 17 contains 40172 members 
Mstep: Class 18 contains 36572 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10132 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7920 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12441 members 
Mstep: Class 32 contains 14980 members 
Mstep: Class 33 contains 9480 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6928 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3046 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7145 members 
Mstep: Class 44 contains 52918 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13953 members 
Mstep: Class 48 contains 11017 members 
Mstep: Class 49 contains 3664 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22629 members 
Mstep: Class 56 contains 16833 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300016.000000 Penalty: 226831.578125
Iteration 332Q: 66 clusters Score -1.393e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27464 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108506 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212042 members 
Mstep: Class 16 contains 23817 members 
Mstep: Class 17 contains 40164 members 
Mstep: Class 18 contains 36572 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10131 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7919 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12442 members 
Mstep: Class 32 contains 14981 members 
Mstep: Class 33 contains 9478 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6930 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3047 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7145 members 
Mstep: Class 44 contains 52924 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44515 members 
Mstep: Class 47 contains 13953 members 
Mstep: Class 48 contains 11014 members 
Mstep: Class 49 contains 3664 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22629 members 
Mstep: Class 56 contains 16848 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4882 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300096.000000 Penalty: 226831.578125
Iteration 333Q: 66 clusters Score -1.393001e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27460 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108510 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15798 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212036 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 40140 members 
Mstep: Class 18 contains 36572 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10131 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7919 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12440 members 
Mstep: Class 32 contains 14984 members 
Mstep: Class 33 contains 9478 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6932 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3045 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7147 members 
Mstep: Class 44 contains 52932 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44515 members 
Mstep: Class 47 contains 13954 members 
Mstep: Class 48 contains 11015 members 
Mstep: Class 49 contains 3664 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3724 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22629 members 
Mstep: Class 56 contains 16866 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4883 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300208.000000 Penalty: 226831.578125
Iteration 334Q: 66 clusters Score -1.393002e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27459 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108511 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15796 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212027 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 40117 members 
Mstep: Class 18 contains 36572 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10130 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7921 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12439 members 
Mstep: Class 32 contains 14986 members 
Mstep: Class 33 contains 9477 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3042 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 52937 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13954 members 
Mstep: Class 48 contains 11016 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3725 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22628 members 
Mstep: Class 56 contains 16896 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4883 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300176.000000 Penalty: 226831.578125
Iteration 335Q: 66 clusters Score -1.393002e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27456 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108512 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 212022 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 40087 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 10126 members 
Mstep: Class 23 contains 6402 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7922 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12439 members 
Mstep: Class 32 contains 14987 members 
Mstep: Class 33 contains 9476 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3042 members 
Mstep: Class 40 contains 8200 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 52942 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44510 members 
Mstep: Class 47 contains 13956 members 
Mstep: Class 48 contains 11017 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22628 members 
Mstep: Class 56 contains 16932 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300112.000000 Penalty: 226831.578125
Iteration 336Q: 66 clusters Score -1.393001e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27455 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108516 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15791 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 212013 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 40070 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 10129 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7923 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12439 members 
Mstep: Class 32 contains 14987 members 
Mstep: Class 33 contains 9477 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 52936 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11019 members 
Mstep: Class 49 contains 3663 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22628 members 
Mstep: Class 56 contains 16966 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4885 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300192.000000 Penalty: 226831.578125
Iteration 337Q: 66 clusters Score -1.393002e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27453 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108521 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15785 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 212001 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 40051 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10130 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7924 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12438 members 
Mstep: Class 32 contains 14988 members 
Mstep: Class 33 contains 9479 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6934 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3041 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 52935 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44503 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11019 members 
Mstep: Class 49 contains 3663 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22629 members 
Mstep: Class 56 contains 16999 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4884 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300272.000000 Penalty: 226831.578125
Iteration 338Q: 66 clusters Score -1.393003e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27450 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108525 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15781 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211983 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 40034 members 
Mstep: Class 18 contains 36570 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 6404 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7924 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12437 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9482 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6934 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7149 members 
Mstep: Class 44 contains 52929 members 
Mstep: Class 45 contains 16610 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 11020 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22629 members 
Mstep: Class 56 contains 17037 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4886 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300208.000000 Penalty: 226831.578125
Iteration 339Q: 66 clusters Score -1.393002e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 3845 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108530 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211965 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 40028 members 
Mstep: Class 18 contains 36570 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10123 members 
Mstep: Class 23 contains 6404 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7925 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12436 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9483 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6934 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3041 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7148 members 
Mstep: Class 44 contains 52927 members 
Mstep: Class 45 contains 16610 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11022 members 
Mstep: Class 49 contains 3663 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22631 members 
Mstep: Class 56 contains 17069 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4886 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300160.000000 Penalty: 226831.578125
Iteration 340F: 66 clusters Score -1.393002e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27447 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108540 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211954 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 40003 members 
Mstep: Class 18 contains 36567 members 
Mstep: Class 19 contains 128158 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10123 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7926 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12436 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9485 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6935 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7149 members 
Mstep: Class 44 contains 52922 members 
Mstep: Class 45 contains 16610 members 
Mstep: Class 46 contains 44503 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11024 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22632 members 
Mstep: Class 56 contains 17104 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4888 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300000.000000 Penalty: 226831.578125
Iteration 341Q: 66 clusters Score -1.393e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27446 members 
Mstep: Class 4 contains 3845 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108541 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211940 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 39987 members 
Mstep: Class 18 contains 36562 members 
Mstep: Class 19 contains 128157 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10125 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7927 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12436 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9485 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3041 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7149 members 
Mstep: Class 44 contains 52920 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44507 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11028 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22632 members 
Mstep: Class 56 contains 17134 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4592 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4888 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139299952.000000 Penalty: 226831.578125
Iteration 342Q: 66 clusters Score -1.393e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27445 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108542 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211928 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 39971 members 
Mstep: Class 18 contains 36558 members 
Mstep: Class 19 contains 128155 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10119 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7928 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12435 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7149 members 
Mstep: Class 44 contains 52921 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44506 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11031 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22632 members 
Mstep: Class 56 contains 17166 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4593 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4888 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300160.000000 Penalty: 226831.578125
Iteration 343Q: 66 clusters Score -1.393002e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27444 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108544 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15765 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211918 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39955 members 
Mstep: Class 18 contains 36554 members 
Mstep: Class 19 contains 128155 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10116 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7930 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12436 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52921 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 11033 members 
Mstep: Class 49 contains 3662 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22633 members 
Mstep: Class 56 contains 17188 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4595 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4890 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300128.000000 Penalty: 226831.578125
Iteration 344Q: 66 clusters Score -1.393001e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27442 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108545 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211911 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39946 members 
Mstep: Class 18 contains 36550 members 
Mstep: Class 19 contains 128154 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10119 members 
Mstep: Class 23 contains 6406 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7931 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12436 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3041 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52919 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13962 members 
Mstep: Class 48 contains 11035 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22633 members 
Mstep: Class 56 contains 17204 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4891 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300144.000000 Penalty: 226831.578125
Iteration 345Q: 66 clusters Score -1.393001e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27441 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108551 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211906 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39938 members 
Mstep: Class 18 contains 36548 members 
Mstep: Class 19 contains 128153 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 6410 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7937 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12436 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3044 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52915 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11036 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22633 members 
Mstep: Class 56 contains 17213 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4596 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4892 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300112.000000 Penalty: 226831.578125
Iteration 346Q: 66 clusters Score -1.393001e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27440 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108551 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15758 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211895 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39935 members 
Mstep: Class 18 contains 36546 members 
Mstep: Class 19 contains 128153 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10122 members 
Mstep: Class 23 contains 6411 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7940 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12436 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3047 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52916 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44502 members 
Mstep: Class 47 contains 13963 members 
Mstep: Class 48 contains 11036 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6900 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7639 members 
Mstep: Class 55 contains 22633 members 
Mstep: Class 56 contains 17222 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4595 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4892 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300192.000000 Penalty: 226831.578125
Iteration 347Q: 66 clusters Score -1.393002e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27439 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108552 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211891 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39933 members 
Mstep: Class 18 contains 36542 members 
Mstep: Class 19 contains 128153 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10119 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7945 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 12436 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3049 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 52917 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44503 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11035 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6901 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7639 members 
Mstep: Class 55 contains 22633 members 
Mstep: Class 56 contains 17225 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4893 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300240.000000 Penalty: 226831.578125
Iteration 348Q: 66 clusters Score -1.393002e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27439 members 
Mstep: Class 4 contains 3836 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108551 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15759 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211889 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 39926 members 
Mstep: Class 18 contains 36541 members 
Mstep: Class 19 contains 128153 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10119 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12434 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 11036 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7639 members 
Mstep: Class 55 contains 22634 members 
Mstep: Class 56 contains 17230 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4895 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300272.000000 Penalty: 226831.578125
Iteration 349Q: 66 clusters Score -1.393003e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27440 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108553 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211886 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 39925 members 
Mstep: Class 18 contains 36541 members 
Mstep: Class 19 contains 128153 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10117 members 
Mstep: Class 23 contains 6417 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7946 members 
Mstep: Class 28 contains 11509 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6934 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3049 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 52912 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44502 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 11036 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24593 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22635 members 
Mstep: Class 56 contains 17234 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4899 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300112.000000 Penalty: 226831.578125
Iteration 350Q: 66 clusters Score -1.393001e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27439 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108555 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15756 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211883 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 39922 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 19 contains 128152 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10116 members 
Mstep: Class 23 contains 6422 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7951 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6935 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52910 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44502 members 
Mstep: Class 47 contains 13962 members 
Mstep: Class 48 contains 11037 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3726 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22637 members 
Mstep: Class 56 contains 17234 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4902 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300144.000000 Penalty: 226831.578125
Iteration 351Q: 66 clusters Score -1.393001e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27437 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108560 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211880 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 39923 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 19 contains 128152 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 10114 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7955 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12432 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6937 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52908 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44503 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 11038 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17232 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300112.000000 Penalty: 226831.578125
Iteration 352Q: 66 clusters Score -1.393001e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108562 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211878 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 39923 members 
Mstep: Class 18 contains 36538 members 
Mstep: Class 19 contains 128151 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20637 members 
Mstep: Class 22 contains 10110 members 
Mstep: Class 23 contains 6430 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7955 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12432 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9489 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6940 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3053 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52907 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11038 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17239 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300080.000000 Penalty: 226831.578125
Iteration 353Q: 66 clusters Score -1.393001e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108563 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211875 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 39918 members 
Mstep: Class 18 contains 36539 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20637 members 
Mstep: Class 22 contains 10106 members 
Mstep: Class 23 contains 6435 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7957 members 
Mstep: Class 28 contains 11498 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12434 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9489 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6943 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3054 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52906 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11038 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17246 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300112.000000 Penalty: 226831.578125
Iteration 354Q: 66 clusters Score -1.393001e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27428 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108564 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211873 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 39917 members 
Mstep: Class 18 contains 36539 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10106 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7956 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6946 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3054 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52906 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11037 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17248 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300128.000000 Penalty: 226831.578125
Iteration 355Q: 66 clusters Score -1.393001e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27428 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108563 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211871 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 39916 members 
Mstep: Class 18 contains 36538 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10105 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7956 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6949 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3054 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52908 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11036 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17258 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300160.000000 Penalty: 226831.578125
Iteration 356Q: 66 clusters Score -1.393002e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27426 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108565 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15740 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211871 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 39911 members 
Mstep: Class 18 contains 36538 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10104 members 
Mstep: Class 23 contains 6439 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7955 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6951 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3054 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52909 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11035 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17263 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300176.000000 Penalty: 226831.578125
Iteration 357Q: 66 clusters Score -1.393002e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15738 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211871 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39909 members 
Mstep: Class 18 contains 36538 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7953 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6952 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52911 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11036 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300240.000000 Penalty: 226831.578125
Iteration 358Q: 66 clusters Score -1.393002e+08 nChanged 12
Entering ConstructFrom: 
Score: -139300240.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23753.509766 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -23753.51 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 156 members 
Entering Unmasked Estep 
Score: -22516.820312 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -22516.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22748.841797 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -22748.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22899.412109 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -22899.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22991.615234 Penalty: 2871.820312
	Iteration 3F: 3 clusters Score -22991.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23046.488281 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -23046.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23112.501953 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -23112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23160.537109 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -23160.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23223.832031 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -23223.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23277.871094 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -23277.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23358.314453 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -23358.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23388.753906 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -23388.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23390.832031 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -23390.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23390.832031 Penalty: 2871.820312
	Iteration 12F: 3 clusters Score -23390.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Entering Unmasked Estep 
Score: -595998.562500 Penalty: 2156.983154
	Iteration 0F: 2 clusters Score -595998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -590938.000000 Penalty: 4313.966309
	Iteration 0F: 3 clusters Score -590938 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -592366.375000 Penalty: 4313.966309
	Iteration 1F: 3 clusters Score -592366.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -592886.812500 Penalty: 4313.966309
	Iteration 2F: 3 clusters Score -592886.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -593347.250000 Penalty: 4313.966309
	Iteration 3F: 3 clusters Score -593347.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -593732.437500 Penalty: 4313.966309
	Iteration 4F: 3 clusters Score -593732.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -594072.750000 Penalty: 4313.966309
	Iteration 5F: 3 clusters Score -594072.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -594359.562500 Penalty: 4313.966309
	Iteration 6Q: 3 clusters Score -594359.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -594560.562500 Penalty: 4313.966309
	Iteration 7Q: 3 clusters Score -594560.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -594715.625000 Penalty: 4313.966309
	Iteration 8Q: 3 clusters Score -594715.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -594870.875000 Penalty: 4313.966309
	Iteration 9Q: 3 clusters Score -594870.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -594960.250000 Penalty: 4313.966309
	Iteration 10Q: 3 clusters Score -594960.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -595026.062500 Penalty: 4313.966309
	Iteration 11Q: 3 clusters Score -595026.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -595091.562500 Penalty: 4313.966309
	Iteration 12Q: 3 clusters Score -595091.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -595160.062500 Penalty: 4313.966309
	Iteration 13Q: 3 clusters Score -595160.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -595204.125000 Penalty: 4313.966309
	Iteration 14Q: 3 clusters Score -595204.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -595241.062500 Penalty: 4313.966309
	Iteration 15Q: 3 clusters Score -595241.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -595264.062500 Penalty: 4313.966309
	Iteration 16Q: 3 clusters Score -595264.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -595276.812500 Penalty: 4313.966309
	Iteration 17Q: 3 clusters Score -595276.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -595287.500000 Penalty: 4313.966309
	Iteration 18Q: 3 clusters Score -595287.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -595296.500000 Penalty: 4313.966309
	Iteration 19Q: 3 clusters Score -595296.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -595303.937500 Penalty: 4313.966309
	Iteration 20F: 3 clusters Score -595303.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -595309.500000 Penalty: 4313.966309
	Iteration 21Q: 3 clusters Score -595309.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -595315.625000 Penalty: 4313.966309
	Iteration 22Q: 3 clusters Score -595315.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -595320.500000 Penalty: 4313.966309
	Iteration 23Q: 3 clusters Score -595320.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -595324.687500 Penalty: 4313.966309
	Iteration 24Q: 3 clusters Score -595324.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -595328.812500 Penalty: 4313.966309
	Iteration 25Q: 3 clusters Score -595328.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -595331.062500 Penalty: 4313.966309
	Iteration 26Q: 3 clusters Score -595331.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -595333.937500 Penalty: 4313.966309
	Iteration 27Q: 3 clusters Score -595333.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -595337.687500 Penalty: 4313.966309
	Iteration 28Q: 3 clusters Score -595337.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -595337.062500 Penalty: 4313.966309
	Iteration 29Q: 3 clusters Score -595337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -595339.937500 Penalty: 4313.966309
	Iteration 30Q: 3 clusters Score -595339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -595341.375000 Penalty: 4313.966309
	Iteration 31Q: 3 clusters Score -595341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -595343.437500 Penalty: 4313.966309
	Iteration 32Q: 3 clusters Score -595343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -595343.875000 Penalty: 4313.966309
	Iteration 33Q: 3 clusters Score -595343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -595344.812500 Penalty: 4313.966309
	Iteration 34Q: 3 clusters Score -595344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -595344.000000 Penalty: 4313.966309
	Iteration 35Q: 3 clusters Score -595344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -595345.500000 Penalty: 4313.966309
	Iteration 36Q: 3 clusters Score -595345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -595347.062500 Penalty: 4313.966309
	Iteration 37Q: 3 clusters Score -595347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -595347.000000 Penalty: 4313.966309
	Iteration 38Q: 3 clusters Score -595347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -595349.187500 Penalty: 4313.966309
	Iteration 39Q: 3 clusters Score -595349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -595349.187500 Penalty: 4313.966309
	Iteration 40F: 3 clusters Score -595349.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Entering Unmasked Estep 
Score: -3125944.000000 Penalty: 2534.345947
	Iteration 0F: 2 clusters Score -3125944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3106979.500000 Penalty: 5068.691895
	Iteration 0F: 3 clusters Score -3106980 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3113725.750000 Penalty: 5068.691895
	Iteration 1F: 3 clusters Score -3113726 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3114264.500000 Penalty: 5068.691895
	Iteration 2F: 3 clusters Score -3114264 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3114845.500000 Penalty: 5068.691895
	Iteration 3Q: 3 clusters Score -3114846 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3115629.000000 Penalty: 5068.691895
	Iteration 4F: 3 clusters Score -3115629 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3116750.750000 Penalty: 5068.691895
	Iteration 5F: 3 clusters Score -3116751 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3118268.500000 Penalty: 5068.691895
	Iteration 6F: 3 clusters Score -3118268 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3119955.250000 Penalty: 5068.691895
	Iteration 7F: 3 clusters Score -3119955 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3121334.750000 Penalty: 5068.691895
	Iteration 8F: 3 clusters Score -3121335 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3122203.500000 Penalty: 5068.691895
	Iteration 9Q: 3 clusters Score -3122204 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3122741.000000 Penalty: 5068.691895
	Iteration 10Q: 3 clusters Score -3122741 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3123113.500000 Penalty: 5068.691895
	Iteration 11Q: 3 clusters Score -3123114 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3123441.000000 Penalty: 5068.691895
	Iteration 12Q: 3 clusters Score -3123441 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3123700.000000 Penalty: 5068.691895
	Iteration 13Q: 3 clusters Score -3123700 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3123949.500000 Penalty: 5068.691895
	Iteration 14Q: 3 clusters Score -3123950 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3124201.250000 Penalty: 5068.691895
	Iteration 15Q: 3 clusters Score -3124201 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3124450.750000 Penalty: 5068.691895
	Iteration 16Q: 3 clusters Score -3124451 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3124713.000000 Penalty: 5068.691895
	Iteration 17Q: 3 clusters Score -3124713 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3124890.500000 Penalty: 5068.691895
	Iteration 18Q: 3 clusters Score -3124890 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3125000.000000 Penalty: 5068.691895
	Iteration 19Q: 3 clusters Score -3125000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3125056.250000 Penalty: 5068.691895
	Iteration 20F: 3 clusters Score -3125056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3125082.500000 Penalty: 5068.691895
	Iteration 21Q: 3 clusters Score -3125082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3125098.500000 Penalty: 5068.691895
	Iteration 22Q: 3 clusters Score -3125098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3125118.000000 Penalty: 5068.691895
	Iteration 23Q: 3 clusters Score -3125118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3125131.750000 Penalty: 5068.691895
	Iteration 24Q: 3 clusters Score -3125132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3125134.000000 Penalty: 5068.691895
	Iteration 25Q: 3 clusters Score -3125134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3125138.750000 Penalty: 5068.691895
	Iteration 26Q: 3 clusters Score -3125139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3125151.500000 Penalty: 5068.691895
	Iteration 27Q: 3 clusters Score -3125152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3125149.750000 Penalty: 5068.691895
	Iteration 28Q: 3 clusters Score -3125150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3125147.000000 Penalty: 5068.691895
	Iteration 29Q: 3 clusters Score -3125147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3125148.500000 Penalty: 5068.691895
	Iteration 30Q: 3 clusters Score -3125148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3125148.500000 Penalty: 5068.691895
	Iteration 31Q: 3 clusters Score -3125148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3125147.500000 Penalty: 5068.691895
	Iteration 32Q: 3 clusters Score -3125148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3125147.500000 Penalty: 5068.691895
	Iteration 33F: 3 clusters Score -3125148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -378122.000000 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -378122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -374345.718750 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -374345.7 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375267.875000 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -375267.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -375717.093750 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -375717.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -376241.062500 Penalty: 4092.566650
	Iteration 3F: 3 clusters Score -376241.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -376778.625000 Penalty: 4092.566650
	Iteration 4F: 3 clusters Score -376778.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -377224.593750 Penalty: 4092.566650
	Iteration 5F: 3 clusters Score -377224.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -377653.593750 Penalty: 4092.566650
	Iteration 6F: 3 clusters Score -377653.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -378206.906250 Penalty: 4092.566650
	Iteration 7F: 3 clusters Score -378206.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -378737.968750 Penalty: 4092.566650
	Iteration 8F: 3 clusters Score -378738 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -378915.687500 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -378915.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -378975.187500 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -378975.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -379000.781250 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -379000.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -379010.750000 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -379010.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -379020.000000 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -379020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -379022.937500 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -379022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -379026.250000 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -379026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -379028.562500 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -379028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -379028.781250 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -379028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -379029.281250 Penalty: 4092.566650
	Iteration 18Q: 3 clusters Score -379029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -379030.156250 Penalty: 4092.566650
	Iteration 19Q: 3 clusters Score -379030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -379030.250000 Penalty: 4092.566650
	Iteration 20F: 3 clusters Score -379030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211872 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39908 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7952 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11037 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17261 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Mstep: Class 66 contains 2279 members 
Entering Unmasked Estep 
Score: -139299456.000000 Penalty: 230321.296875
Splitting cluster 4 changes total score from -139300240.000000 to -139299456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Entering Unmasked Estep 
Score: -1887996.250000 Penalty: 2430.664795
	Iteration 0F: 2 clusters Score -1887996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1875318.500000 Penalty: 4861.329590
	Iteration 0F: 3 clusters Score -1875318 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1879584.000000 Penalty: 4861.329590
	Iteration 1F: 3 clusters Score -1879584 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1880165.125000 Penalty: 4861.329590
	Iteration 2F: 3 clusters Score -1880165 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1880788.125000 Penalty: 4861.329590
	Iteration 3F: 3 clusters Score -1880788 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1881449.375000 Penalty: 4861.329590
	Iteration 4F: 3 clusters Score -1881449 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1882125.625000 Penalty: 4861.329590
	Iteration 5F: 3 clusters Score -1882126 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1882770.625000 Penalty: 4861.329590
	Iteration 6F: 3 clusters Score -1882771 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1883337.250000 Penalty: 4861.329590
	Iteration 7F: 3 clusters Score -1883337 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1883788.500000 Penalty: 4861.329590
	Iteration 8Q: 3 clusters Score -1883788 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1884148.125000 Penalty: 4861.329590
	Iteration 9Q: 3 clusters Score -1884148 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1884377.375000 Penalty: 4861.329590
	Iteration 10Q: 3 clusters Score -1884377 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1884533.250000 Penalty: 4861.329590
	Iteration 11Q: 3 clusters Score -1884533 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1884634.250000 Penalty: 4861.329590
	Iteration 12Q: 3 clusters Score -1884634 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1884700.500000 Penalty: 4861.329590
	Iteration 13Q: 3 clusters Score -1884700 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1884760.875000 Penalty: 4861.329590
	Iteration 14Q: 3 clusters Score -1884761 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1884805.375000 Penalty: 4861.329590
	Iteration 15Q: 3 clusters Score -1884805 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1884864.875000 Penalty: 4861.329590
	Iteration 16Q: 3 clusters Score -1884865 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1884901.875000 Penalty: 4861.329590
	Iteration 17Q: 3 clusters Score -1884902 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1884954.875000 Penalty: 4861.329590
	Iteration 18Q: 3 clusters Score -1884955 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1884989.875000 Penalty: 4861.329590
	Iteration 19Q: 3 clusters Score -1884990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1885027.875000 Penalty: 4861.329590
	Iteration 20F: 3 clusters Score -1885028 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1885080.250000 Penalty: 4861.329590
	Iteration 21Q: 3 clusters Score -1885080 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1885146.500000 Penalty: 4861.329590
	Iteration 22Q: 3 clusters Score -1885146 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1885192.500000 Penalty: 4861.329590
	Iteration 23Q: 3 clusters Score -1885192 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1885268.500000 Penalty: 4861.329590
	Iteration 24Q: 3 clusters Score -1885268 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1885345.500000 Penalty: 4861.329590
	Iteration 25Q: 3 clusters Score -1885346 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1885425.875000 Penalty: 4861.329590
	Iteration 26Q: 3 clusters Score -1885426 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1885507.625000 Penalty: 4861.329590
	Iteration 27Q: 3 clusters Score -1885508 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1885598.375000 Penalty: 4861.329590
	Iteration 28Q: 3 clusters Score -1885598 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1885681.375000 Penalty: 4861.329590
	Iteration 29Q: 3 clusters Score -1885681 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1885767.625000 Penalty: 4861.329590
	Iteration 30Q: 3 clusters Score -1885768 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1885867.125000 Penalty: 4861.329590
	Iteration 31Q: 3 clusters Score -1885867 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1885981.000000 Penalty: 4861.329590
	Iteration 32Q: 3 clusters Score -1885981 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1886083.875000 Penalty: 4861.329590
	Iteration 33Q: 3 clusters Score -1886084 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1886148.375000 Penalty: 4861.329590
	Iteration 34Q: 3 clusters Score -1886148 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1886213.875000 Penalty: 4861.329590
	Iteration 35Q: 3 clusters Score -1886214 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1886278.125000 Penalty: 4861.329590
	Iteration 36Q: 3 clusters Score -1886278 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1886339.125000 Penalty: 4861.329590
	Iteration 37Q: 3 clusters Score -1886339 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1886394.375000 Penalty: 4861.329590
	Iteration 38Q: 3 clusters Score -1886394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1886429.625000 Penalty: 4861.329590
	Iteration 39Q: 3 clusters Score -1886430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1886463.000000 Penalty: 4861.329590
	Iteration 40F: 3 clusters Score -1886463 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1886495.750000 Penalty: 4861.329590
	Iteration 41Q: 3 clusters Score -1886496 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1886539.500000 Penalty: 4861.329590
	Iteration 42Q: 3 clusters Score -1886540 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1886573.750000 Penalty: 4861.329590
	Iteration 43Q: 3 clusters Score -1886574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1886603.500000 Penalty: 4861.329590
	Iteration 44Q: 3 clusters Score -1886604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1886636.750000 Penalty: 4861.329590
	Iteration 45Q: 3 clusters Score -1886637 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1886658.875000 Penalty: 4861.329590
	Iteration 46Q: 3 clusters Score -1886659 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1886685.500000 Penalty: 4861.329590
	Iteration 47Q: 3 clusters Score -1886686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1886706.250000 Penalty: 4861.329590
	Iteration 48Q: 3 clusters Score -1886706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1886727.000000 Penalty: 4861.329590
	Iteration 49Q: 3 clusters Score -1886727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1886735.250000 Penalty: 4861.329590
	Iteration 50Q: 3 clusters Score -1886735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1886741.000000 Penalty: 4861.329590
	Iteration 51Q: 3 clusters Score -1886741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1886751.625000 Penalty: 4861.329590
	Iteration 52Q: 3 clusters Score -1886752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1886756.375000 Penalty: 4861.329590
	Iteration 53Q: 3 clusters Score -1886756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1886764.000000 Penalty: 4861.329590
	Iteration 54Q: 3 clusters Score -1886764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1886769.125000 Penalty: 4861.329590
	Iteration 55Q: 3 clusters Score -1886769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1886780.000000 Penalty: 4861.329590
	Iteration 56Q: 3 clusters Score -1886780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1886785.875000 Penalty: 4861.329590
	Iteration 57Q: 3 clusters Score -1886786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1886785.625000 Penalty: 4861.329590
	Iteration 58Q: 3 clusters Score -1886786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1886791.875000 Penalty: 4861.329590
	Iteration 59Q: 3 clusters Score -1886792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1886799.375000 Penalty: 4861.329590
	Iteration 60F: 3 clusters Score -1886799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1886802.375000 Penalty: 4861.329590
	Iteration 61Q: 3 clusters Score -1886802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1886804.250000 Penalty: 4861.329590
	Iteration 62Q: 3 clusters Score -1886804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1886809.125000 Penalty: 4861.329590
	Iteration 63Q: 3 clusters Score -1886809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1886806.000000 Penalty: 4861.329590
	Iteration 64Q: 3 clusters Score -1886806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1886813.000000 Penalty: 4861.329590
	Iteration 65Q: 3 clusters Score -1886813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1886817.250000 Penalty: 4861.329590
	Iteration 66Q: 3 clusters Score -1886817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1886821.125000 Penalty: 4861.329590
	Iteration 67Q: 3 clusters Score -1886821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1886821.500000 Penalty: 4861.329590
	Iteration 68Q: 3 clusters Score -1886822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1886826.875000 Penalty: 4861.329590
	Iteration 69Q: 3 clusters Score -1886827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1886829.625000 Penalty: 4861.329590
	Iteration 70Q: 3 clusters Score -1886830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1886828.125000 Penalty: 4861.329590
	Iteration 71Q: 3 clusters Score -1886828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1886829.500000 Penalty: 4861.329590
	Iteration 72Q: 3 clusters Score -1886830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1886831.000000 Penalty: 4861.329590
	Iteration 73Q: 3 clusters Score -1886831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1886831.250000 Penalty: 4861.329590
	Iteration 74Q: 3 clusters Score -1886831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1886833.500000 Penalty: 4861.329590
	Iteration 75Q: 3 clusters Score -1886834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1886833.000000 Penalty: 4861.329590
	Iteration 76Q: 3 clusters Score -1886833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1886832.750000 Penalty: 4861.329590
	Iteration 77Q: 3 clusters Score -1886833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1886832.750000 Penalty: 4861.329590
	Iteration 78F: 3 clusters Score -1886833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Entering Unmasked Estep 
Score: -15802089.000000 Penalty: 2939.601807
	Iteration 0F: 2 clusters Score -1.580209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -15708087.000000 Penalty: 5879.203613
	Iteration 0F: 3 clusters Score -1.570809e+07 nChanged 67116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -15747159.000000 Penalty: 5879.203613
	Iteration 1F: 3 clusters Score -1.574716e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -15748623.000000 Penalty: 5879.203613
	Iteration 2Q: 3 clusters Score -1.574862e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -15750560.000000 Penalty: 5879.203613
	Iteration 3Q: 3 clusters Score -1.575056e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -15752637.000000 Penalty: 5879.203613
	Iteration 4Q: 3 clusters Score -1.575264e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -15754816.000000 Penalty: 5879.203613
	Iteration 5Q: 3 clusters Score -1.575482e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -15756916.000000 Penalty: 5879.203613
	Iteration 6Q: 3 clusters Score -1.575692e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -15759259.000000 Penalty: 5879.203613
	Iteration 7Q: 3 clusters Score -1.575926e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
Score: -15762634.000000 Penalty: 5879.203613
	Iteration 8Q: 3 clusters Score -1.576263e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -15767126.000000 Penalty: 5879.203613
	Iteration 9F: 3 clusters Score -1.576713e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -15772689.000000 Penalty: 5879.203613
	Iteration 10F: 3 clusters Score -1.577269e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -15776651.000000 Penalty: 5879.203613
	Iteration 11F: 3 clusters Score -1.577665e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -15778808.000000 Penalty: 5879.203613
	Iteration 12Q: 3 clusters Score -1.577881e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -15780151.000000 Penalty: 5879.203613
	Iteration 13Q: 3 clusters Score -1.578015e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -15781441.000000 Penalty: 5879.203613
	Iteration 14Q: 3 clusters Score -1.578144e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -15782772.000000 Penalty: 5879.203613
	Iteration 15Q: 3 clusters Score -1.578277e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -15784486.000000 Penalty: 5879.203613
	Iteration 16Q: 3 clusters Score -1.578449e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -15786285.000000 Penalty: 5879.203613
	Iteration 17Q: 3 clusters Score -1.578628e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -15787936.000000 Penalty: 5879.203613
	Iteration 18Q: 3 clusters Score -1.578794e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -15789504.000000 Penalty: 5879.203613
	Iteration 19Q: 3 clusters Score -1.57895e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 105702 members 
Entering Unmasked Estep 
Score: -15790744.000000 Penalty: 5879.203613
	Iteration 20F: 3 clusters Score -1.579074e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 107905 members 
Entering Unmasked Estep 
Score: -15791919.000000 Penalty: 5879.203613
	Iteration 21Q: 3 clusters Score -1.579192e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 109904 members 
Entering Unmasked Estep 
Score: -15792868.000000 Penalty: 5879.203613
	Iteration 22Q: 3 clusters Score -1.579287e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 111752 members 
Entering Unmasked Estep 
Score: -15793676.000000 Penalty: 5879.203613
	Iteration 23Q: 3 clusters Score -1.579368e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 113457 members 
Entering Unmasked Estep 
Score: -15794352.000000 Penalty: 5879.203613
	Iteration 24Q: 3 clusters Score -1.579435e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 115018 members 
Entering Unmasked Estep 
Score: -15795035.000000 Penalty: 5879.203613
	Iteration 25Q: 3 clusters Score -1.579504e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 116434 members 
Entering Unmasked Estep 
Score: -15795491.000000 Penalty: 5879.203613
	Iteration 26Q: 3 clusters Score -1.579549e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 117674 members 
Entering Unmasked Estep 
Score: -15795998.000000 Penalty: 5879.203613
	Iteration 27Q: 3 clusters Score -1.5796e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 118832 members 
Entering Unmasked Estep 
Score: -15796364.000000 Penalty: 5879.203613
	Iteration 28Q: 3 clusters Score -1.579636e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 119876 members 
Entering Unmasked Estep 
Score: -15796719.000000 Penalty: 5879.203613
	Iteration 29Q: 3 clusters Score -1.579672e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -15796987.000000 Penalty: 5879.203613
	Iteration 30Q: 3 clusters Score -1.579699e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 121786 members 
Entering Unmasked Estep 
Score: -15797276.000000 Penalty: 5879.203613
	Iteration 31Q: 3 clusters Score -1.579728e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -15797545.000000 Penalty: 5879.203613
	Iteration 32Q: 3 clusters Score -1.579754e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -15797694.000000 Penalty: 5879.203613
	Iteration 33Q: 3 clusters Score -1.579769e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -15797950.000000 Penalty: 5879.203613
	Iteration 34Q: 3 clusters Score -1.579795e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -15798070.000000 Penalty: 5879.203613
	Iteration 35Q: 3 clusters Score -1.579807e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 125503 members 
Entering Unmasked Estep 
Score: -15798160.000000 Penalty: 5879.203613
	Iteration 36Q: 3 clusters Score -1.579816e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 126136 members 
Entering Unmasked Estep 
Score: -15798241.000000 Penalty: 5879.203613
	Iteration 37Q: 3 clusters Score -1.579824e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -15798341.000000 Penalty: 5879.203613
	Iteration 38Q: 3 clusters Score -1.579834e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 127269 members 
Entering Unmasked Estep 
Score: -15798453.000000 Penalty: 5879.203613
	Iteration 39Q: 3 clusters Score -1.579845e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 127754 members 
Entering Unmasked Estep 
Score: -15798534.000000 Penalty: 5879.203613
	Iteration 40F: 3 clusters Score -1.579853e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 128215 members 
Entering Unmasked Estep 
Score: -15798626.000000 Penalty: 5879.203613
	Iteration 41Q: 3 clusters Score -1.579863e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 128612 members 
Entering Unmasked Estep 
Score: -15798763.000000 Penalty: 5879.203613
	Iteration 42Q: 3 clusters Score -1.579876e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 128985 members 
Entering Unmasked Estep 
Score: -15798808.000000 Penalty: 5879.203613
	Iteration 43Q: 3 clusters Score -1.579881e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 129346 members 
Entering Unmasked Estep 
Score: -15798903.000000 Penalty: 5879.203613
	Iteration 44Q: 3 clusters Score -1.57989e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 129711 members 
Entering Unmasked Estep 
Score: -15799021.000000 Penalty: 5879.203613
	Iteration 45Q: 3 clusters Score -1.579902e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -15799054.000000 Penalty: 5879.203613
	Iteration 46Q: 3 clusters Score -1.579905e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 130372 members 
Entering Unmasked Estep 
Score: -15799160.000000 Penalty: 5879.203613
	Iteration 47Q: 3 clusters Score -1.579916e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 130714 members 
Entering Unmasked Estep 
Score: -15799209.000000 Penalty: 5879.203613
	Iteration 48Q: 3 clusters Score -1.579921e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 131014 members 
Entering Unmasked Estep 
Score: -15799318.000000 Penalty: 5879.203613
	Iteration 49Q: 3 clusters Score -1.579932e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 131321 members 
Entering Unmasked Estep 
Score: -15799375.000000 Penalty: 5879.203613
	Iteration 50Q: 3 clusters Score -1.579938e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 131634 members 
Entering Unmasked Estep 
Score: -15799453.000000 Penalty: 5879.203613
	Iteration 51Q: 3 clusters Score -1.579945e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 131929 members 
Entering Unmasked Estep 
Score: -15799530.000000 Penalty: 5879.203613
	Iteration 52Q: 3 clusters Score -1.579953e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 132208 members 
Entering Unmasked Estep 
Score: -15799575.000000 Penalty: 5879.203613
	Iteration 53Q: 3 clusters Score -1.579958e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 132499 members 
Entering Unmasked Estep 
Score: -15799651.000000 Penalty: 5879.203613
	Iteration 54Q: 3 clusters Score -1.579965e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -15799693.000000 Penalty: 5879.203613
	Iteration 55Q: 3 clusters Score -1.579969e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -15799797.000000 Penalty: 5879.203613
	Iteration 56Q: 3 clusters Score -1.57998e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 133295 members 
Entering Unmasked Estep 
Score: -15799821.000000 Penalty: 5879.203613
	Iteration 57Q: 3 clusters Score -1.579982e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 133547 members 
Entering Unmasked Estep 
Score: -15799900.000000 Penalty: 5879.203613
	Iteration 58Q: 3 clusters Score -1.57999e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -15799963.000000 Penalty: 5879.203613
	Iteration 59Q: 3 clusters Score -1.579996e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 134037 members 
Entering Unmasked Estep 
Score: -15800054.000000 Penalty: 5879.203613
	Iteration 60F: 3 clusters Score -1.580005e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 134289 members 
Entering Unmasked Estep 
Score: -15800154.000000 Penalty: 5879.203613
	Iteration 61Q: 3 clusters Score -1.580015e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 134548 members 
Entering Unmasked Estep 
Score: -15800267.000000 Penalty: 5879.203613
	Iteration 62Q: 3 clusters Score -1.580027e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -15800451.000000 Penalty: 5879.203613
	Iteration 63Q: 3 clusters Score -1.580045e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 135054 members 
Entering Unmasked Estep 
Score: -15800731.000000 Penalty: 5879.203613
	Iteration 64Q: 3 clusters Score -1.580073e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 135287 members 
Entering Unmasked Estep 
Score: -15800924.000000 Penalty: 5879.203613
	Iteration 65Q: 3 clusters Score -1.580092e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 135486 members 
Entering Unmasked Estep 
Score: -15801054.000000 Penalty: 5879.203613
	Iteration 66Q: 3 clusters Score -1.580105e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 135629 members 
Entering Unmasked Estep 
Score: -15801165.000000 Penalty: 5879.203613
	Iteration 67Q: 3 clusters Score -1.580116e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 135718 members 
Entering Unmasked Estep 
Score: -15801203.000000 Penalty: 5879.203613
	Iteration 68Q: 3 clusters Score -1.58012e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 135786 members 
Entering Unmasked Estep 
Score: -15801211.000000 Penalty: 5879.203613
	Iteration 69Q: 3 clusters Score -1.580121e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 135827 members 
Entering Unmasked Estep 
Score: -15801197.000000 Penalty: 5879.203613
	Iteration 70Q: 3 clusters Score -1.58012e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -15801194.000000 Penalty: 5879.203613
	Iteration 71Q: 3 clusters Score -1.580119e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -15801203.000000 Penalty: 5879.203613
	Iteration 72Q: 3 clusters Score -1.58012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 135918 members 
Entering Unmasked Estep 
Score: -15801176.000000 Penalty: 5879.203613
	Iteration 73Q: 3 clusters Score -1.580118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 135931 members 
Entering Unmasked Estep 
Score: -15801189.000000 Penalty: 5879.203613
	Iteration 74Q: 3 clusters Score -1.580119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 135939 members 
Entering Unmasked Estep 
Score: -15801195.000000 Penalty: 5879.203613
	Iteration 75Q: 3 clusters Score -1.58012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 135943 members 
Entering Unmasked Estep 
Score: -15801196.000000 Penalty: 5879.203613
	Iteration 76Q: 3 clusters Score -1.58012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 135950 members 
Entering Unmasked Estep 
Score: -15801184.000000 Penalty: 5879.203613
	Iteration 77Q: 3 clusters Score -1.580118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 135957 members 
Entering Unmasked Estep 
Score: -15801209.000000 Penalty: 5879.203613
	Iteration 78Q: 3 clusters Score -1.580121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 135965 members 
Entering Unmasked Estep 
Score: -15801202.000000 Penalty: 5879.203613
	Iteration 79Q: 3 clusters Score -1.58012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 135972 members 
Entering Unmasked Estep 
Score: -15801194.000000 Penalty: 5879.203613
	Iteration 80F: 3 clusters Score -1.580119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 135977 members 
Entering Unmasked Estep 
Score: -15801198.000000 Penalty: 5879.203613
	Iteration 81Q: 3 clusters Score -1.58012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 135983 members 
Entering Unmasked Estep 
Score: -15801193.000000 Penalty: 5879.203613
	Iteration 82Q: 3 clusters Score -1.580119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 135987 members 
Entering Unmasked Estep 
Score: -15801196.000000 Penalty: 5879.203613
	Iteration 83Q: 3 clusters Score -1.58012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 135990 members 
Entering Unmasked Estep 
Score: -15801206.000000 Penalty: 5879.203613
	Iteration 84Q: 3 clusters Score -1.580121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 135990 members 
Entering Unmasked Estep 
Score: -15801206.000000 Penalty: 5879.203613
	Iteration 85F: 3 clusters Score -1.580121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -515766.125000 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -515766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -511106.312500 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -511106.3 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -512499.781250 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -512499.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -513064.281250 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -513064.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -513592.968750 Penalty: 4236.484863
	Iteration 3F: 3 clusters Score -513593 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -514031.375000 Penalty: 4236.484863
	Iteration 4F: 3 clusters Score -514031.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -514352.656250 Penalty: 4236.484863
	Iteration 5F: 3 clusters Score -514352.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -514547.343750 Penalty: 4236.484863
	Iteration 6Q: 3 clusters Score -514547.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -514664.687500 Penalty: 4236.484863
	Iteration 7Q: 3 clusters Score -514664.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -514753.718750 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -514753.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -514829.750000 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -514829.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -514890.562500 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -514890.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -514933.937500 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -514933.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -514970.968750 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -514971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -515001.312500 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -515001.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -515024.468750 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -515024.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -515045.812500 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -515045.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -515065.437500 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -515065.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -515078.937500 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -515078.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -515086.468750 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -515086.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -515093.781250 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -515093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -515098.125000 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -515098.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -515100.375000 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -515100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -515102.687500 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -515102.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -515105.781250 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -515105.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -515107.375000 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -515107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -515109.781250 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -515109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -515111.437500 Penalty: 4236.484863
	Iteration 26Q: 3 clusters Score -515111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -515112.750000 Penalty: 4236.484863
	Iteration 27Q: 3 clusters Score -515112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -515113.406250 Penalty: 4236.484863
	Iteration 28Q: 3 clusters Score -515113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -515113.625000 Penalty: 4236.484863
	Iteration 29Q: 3 clusters Score -515113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -515114.031250 Penalty: 4236.484863
	Iteration 30Q: 3 clusters Score -515114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -515114.031250 Penalty: 4236.484863
	Iteration 31F: 3 clusters Score -515114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Entering Unmasked Estep 
Score: -1783894.500000 Penalty: 2411.077393
	Iteration 0F: 2 clusters Score -1783894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1771899.375000 Penalty: 4822.154785
	Iteration 0F: 3 clusters Score -1771899 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1775931.000000 Penalty: 4822.154785
	Iteration 1F: 3 clusters Score -1775931 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1776394.750000 Penalty: 4822.154785
	Iteration 2F: 3 clusters Score -1776395 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1776818.375000 Penalty: 4822.154785
	Iteration 3F: 3 clusters Score -1776818 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1777214.625000 Penalty: 4822.154785
	Iteration 4Q: 3 clusters Score -1777215 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1777624.500000 Penalty: 4822.154785
	Iteration 5Q: 3 clusters Score -1777624 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1778049.000000 Penalty: 4822.154785
	Iteration 6F: 3 clusters Score -1778049 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1778381.375000 Penalty: 4822.154785
	Iteration 7Q: 3 clusters Score -1778381 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1778665.750000 Penalty: 4822.154785
	Iteration 8Q: 3 clusters Score -1778666 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1778939.250000 Penalty: 4822.154785
	Iteration 9Q: 3 clusters Score -1778939 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1779204.500000 Penalty: 4822.154785
	Iteration 10Q: 3 clusters Score -1779204 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1779409.000000 Penalty: 4822.154785
	Iteration 11Q: 3 clusters Score -1779409 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1779586.000000 Penalty: 4822.154785
	Iteration 12Q: 3 clusters Score -1779586 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1779790.000000 Penalty: 4822.154785
	Iteration 13Q: 3 clusters Score -1779790 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1779959.500000 Penalty: 4822.154785
	Iteration 14Q: 3 clusters Score -1779960 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1780096.250000 Penalty: 4822.154785
	Iteration 15Q: 3 clusters Score -1780096 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1780204.250000 Penalty: 4822.154785
	Iteration 16Q: 3 clusters Score -1780204 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1780291.125000 Penalty: 4822.154785
	Iteration 17Q: 3 clusters Score -1780291 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1780355.500000 Penalty: 4822.154785
	Iteration 18Q: 3 clusters Score -1780356 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1780406.500000 Penalty: 4822.154785
	Iteration 19Q: 3 clusters Score -1780406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1780458.375000 Penalty: 4822.154785
	Iteration 20F: 3 clusters Score -1780458 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1780510.000000 Penalty: 4822.154785
	Iteration 21Q: 3 clusters Score -1780510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1780567.500000 Penalty: 4822.154785
	Iteration 22Q: 3 clusters Score -1780568 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1780615.875000 Penalty: 4822.154785
	Iteration 23Q: 3 clusters Score -1780616 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1780689.625000 Penalty: 4822.154785
	Iteration 24Q: 3 clusters Score -1780690 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1780769.625000 Penalty: 4822.154785
	Iteration 25Q: 3 clusters Score -1780770 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1780893.500000 Penalty: 4822.154785
	Iteration 26Q: 3 clusters Score -1780894 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1781081.875000 Penalty: 4822.154785
	Iteration 27Q: 3 clusters Score -1781082 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1781342.375000 Penalty: 4822.154785
	Iteration 28Q: 3 clusters Score -1781342 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1781686.125000 Penalty: 4822.154785
	Iteration 29Q: 3 clusters Score -1781686 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1782118.875000 Penalty: 4822.154785
	Iteration 30Q: 3 clusters Score -1782119 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1782584.750000 Penalty: 4822.154785
	Iteration 31Q: 3 clusters Score -1782585 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1783037.250000 Penalty: 4822.154785
	Iteration 32Q: 3 clusters Score -1783037 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1783357.500000 Penalty: 4822.154785
	Iteration 33Q: 3 clusters Score -1783358 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1783602.750000 Penalty: 4822.154785
	Iteration 34Q: 3 clusters Score -1783603 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1783760.000000 Penalty: 4822.154785
	Iteration 35Q: 3 clusters Score -1783760 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1783879.000000 Penalty: 4822.154785
	Iteration 36Q: 3 clusters Score -1783879 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1783925.875000 Penalty: 4822.154785
	Iteration 37Q: 3 clusters Score -1783926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1783958.250000 Penalty: 4822.154785
	Iteration 38Q: 3 clusters Score -1783958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1783971.750000 Penalty: 4822.154785
	Iteration 39Q: 3 clusters Score -1783972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1784016.875000 Penalty: 4822.154785
	Iteration 40F: 3 clusters Score -1784017 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1784036.875000 Penalty: 4822.154785
	Iteration 41Q: 3 clusters Score -1784037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1784053.500000 Penalty: 4822.154785
	Iteration 42Q: 3 clusters Score -1784054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1784060.250000 Penalty: 4822.154785
	Iteration 43Q: 3 clusters Score -1784060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1784059.625000 Penalty: 4822.154785
	Iteration 44Q: 3 clusters Score -1784060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1784062.625000 Penalty: 4822.154785
	Iteration 45Q: 3 clusters Score -1784063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1784069.500000 Penalty: 4822.154785
	Iteration 46Q: 3 clusters Score -1784070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1784069.125000 Penalty: 4822.154785
	Iteration 47Q: 3 clusters Score -1784069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1784068.250000 Penalty: 4822.154785
	Iteration 48Q: 3 clusters Score -1784068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1784073.750000 Penalty: 4822.154785
	Iteration 49Q: 3 clusters Score -1784074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1784070.375000 Penalty: 4822.154785
	Iteration 50Q: 3 clusters Score -1784070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1784071.000000 Penalty: 4822.154785
	Iteration 51Q: 3 clusters Score -1784071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1784069.125000 Penalty: 4822.154785
	Iteration 52Q: 3 clusters Score -1784069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1784072.750000 Penalty: 4822.154785
	Iteration 53Q: 3 clusters Score -1784073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1784075.750000 Penalty: 4822.154785
	Iteration 54Q: 3 clusters Score -1784076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1784073.000000 Penalty: 4822.154785
	Iteration 55Q: 3 clusters Score -1784073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1784070.125000 Penalty: 4822.154785
	Iteration 56Q: 3 clusters Score -1784070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1784072.250000 Penalty: 4822.154785
	Iteration 57Q: 3 clusters Score -1784072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1784071.750000 Penalty: 4822.154785
	Iteration 58Q: 3 clusters Score -1784072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1784071.750000 Penalty: 4822.154785
	Iteration 59F: 3 clusters Score -1784072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 7629 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211872 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39908 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7952 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11037 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17261 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Mstep: Class 66 contains 9053 members 
Entering Unmasked Estep 
Score: -139299472.000000 Penalty: 230321.296875
Splitting cluster 8 changes total score from -139300240.000000 to -139299472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (108567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Entering Unmasked Estep 
Score: -12219685.000000 Penalty: 2875.590332
	Iteration 0F: 2 clusters Score -1.221968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -12147468.000000 Penalty: 5751.180664
	Iteration 0F: 3 clusters Score -1.214747e+07 nChanged 51321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -12176722.000000 Penalty: 5751.180664
	Iteration 1F: 3 clusters Score -1.217672e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -12177789.000000 Penalty: 5751.180664
	Iteration 2Q: 3 clusters Score -1.217779e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -12179126.000000 Penalty: 5751.180664
	Iteration 3Q: 3 clusters Score -1.217913e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -12180837.000000 Penalty: 5751.180664
	Iteration 4Q: 3 clusters Score -1.218084e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -12182878.000000 Penalty: 5751.180664
	Iteration 5Q: 3 clusters Score -1.218288e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -12185239.000000 Penalty: 5751.180664
	Iteration 6Q: 3 clusters Score -1.218524e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -12187702.000000 Penalty: 5751.180664
	Iteration 7Q: 3 clusters Score -1.21877e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -12190818.000000 Penalty: 5751.180664
	Iteration 8F: 3 clusters Score -1.219082e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -12194580.000000 Penalty: 5751.180664
	Iteration 9F: 3 clusters Score -1.219458e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -12198299.000000 Penalty: 5751.180664
	Iteration 10F: 3 clusters Score -1.21983e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -12201122.000000 Penalty: 5751.180664
	Iteration 11Q: 3 clusters Score -1.220112e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -12202798.000000 Penalty: 5751.180664
	Iteration 12Q: 3 clusters Score -1.22028e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -12203838.000000 Penalty: 5751.180664
	Iteration 13Q: 3 clusters Score -1.220384e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -12204818.000000 Penalty: 5751.180664
	Iteration 14Q: 3 clusters Score -1.220482e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -12205591.000000 Penalty: 5751.180664
	Iteration 15Q: 3 clusters Score -1.220559e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -12206510.000000 Penalty: 5751.180664
	Iteration 16Q: 3 clusters Score -1.220651e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -12207503.000000 Penalty: 5751.180664
	Iteration 17Q: 3 clusters Score -1.22075e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -12208580.000000 Penalty: 5751.180664
	Iteration 18Q: 3 clusters Score -1.220858e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -12209704.000000 Penalty: 5751.180664
	Iteration 19Q: 3 clusters Score -1.22097e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -12210940.000000 Penalty: 5751.180664
	Iteration 20F: 3 clusters Score -1.221094e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -12211956.000000 Penalty: 5751.180664
	Iteration 21Q: 3 clusters Score -1.221196e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -12213024.000000 Penalty: 5751.180664
	Iteration 22Q: 3 clusters Score -1.221302e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -12214090.000000 Penalty: 5751.180664
	Iteration 23Q: 3 clusters Score -1.221409e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -12214982.000000 Penalty: 5751.180664
	Iteration 24Q: 3 clusters Score -1.221498e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -12215733.000000 Penalty: 5751.180664
	Iteration 25Q: 3 clusters Score -1.221573e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -12216429.000000 Penalty: 5751.180664
	Iteration 26Q: 3 clusters Score -1.221643e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -12216946.000000 Penalty: 5751.180664
	Iteration 27Q: 3 clusters Score -1.221695e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103150 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -12217374.000000 Penalty: 5751.180664
	Iteration 28Q: 3 clusters Score -1.221737e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -12217641.000000 Penalty: 5751.180664
	Iteration 29Q: 3 clusters Score -1.221764e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104196 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -12217810.000000 Penalty: 5751.180664
	Iteration 30Q: 3 clusters Score -1.221781e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -12217876.000000 Penalty: 5751.180664
	Iteration 31Q: 3 clusters Score -1.221788e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104778 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -12217951.000000 Penalty: 5751.180664
	Iteration 32Q: 3 clusters Score -1.221795e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -12218001.000000 Penalty: 5751.180664
	Iteration 33Q: 3 clusters Score -1.2218e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -12218067.000000 Penalty: 5751.180664
	Iteration 34Q: 3 clusters Score -1.221807e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -12218117.000000 Penalty: 5751.180664
	Iteration 35Q: 3 clusters Score -1.221812e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105447 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -12218156.000000 Penalty: 5751.180664
	Iteration 36Q: 3 clusters Score -1.221816e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -12218171.000000 Penalty: 5751.180664
	Iteration 37Q: 3 clusters Score -1.221817e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105600 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -12218175.000000 Penalty: 5751.180664
	Iteration 38Q: 3 clusters Score -1.221818e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -12218169.000000 Penalty: 5751.180664
	Iteration 39Q: 3 clusters Score -1.221817e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -12218195.000000 Penalty: 5751.180664
	Iteration 40F: 3 clusters Score -1.22182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -12218205.000000 Penalty: 5751.180664
	Iteration 41Q: 3 clusters Score -1.22182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105761 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -12218211.000000 Penalty: 5751.180664
	Iteration 42Q: 3 clusters Score -1.221821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -12218223.000000 Penalty: 5751.180664
	Iteration 43Q: 3 clusters Score -1.221822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105803 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -12218236.000000 Penalty: 5751.180664
	Iteration 44Q: 3 clusters Score -1.221824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -12218231.000000 Penalty: 5751.180664
	Iteration 45Q: 3 clusters Score -1.221823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105826 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -12218236.000000 Penalty: 5751.180664
	Iteration 46Q: 3 clusters Score -1.221824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -12218232.000000 Penalty: 5751.180664
	Iteration 47Q: 3 clusters Score -1.221823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105839 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -12218231.000000 Penalty: 5751.180664
	Iteration 48Q: 3 clusters Score -1.221823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -12218227.000000 Penalty: 5751.180664
	Iteration 49Q: 3 clusters Score -1.221823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -12218227.000000 Penalty: 5751.180664
	Iteration 50Q: 3 clusters Score -1.221823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -12218231.000000 Penalty: 5751.180664
	Iteration 51Q: 3 clusters Score -1.221823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -12218226.000000 Penalty: 5751.180664
	Iteration 52Q: 3 clusters Score -1.221823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105858 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -12218231.000000 Penalty: 5751.180664
	Iteration 53Q: 3 clusters Score -1.221823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105860 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -12218226.000000 Penalty: 5751.180664
	Iteration 54Q: 3 clusters Score -1.221823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -12218234.000000 Penalty: 5751.180664
	Iteration 55Q: 3 clusters Score -1.221823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -12218241.000000 Penalty: 5751.180664
	Iteration 56Q: 3 clusters Score -1.221824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -12218236.000000 Penalty: 5751.180664
	Iteration 57Q: 3 clusters Score -1.221824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -12218238.000000 Penalty: 5751.180664
	Iteration 58Q: 3 clusters Score -1.221824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -12218228.000000 Penalty: 5751.180664
	Iteration 59Q: 3 clusters Score -1.221823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -12218227.000000 Penalty: 5751.180664
	Iteration 60F: 3 clusters Score -1.221823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105884 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -12218229.000000 Penalty: 5751.180664
	Iteration 61Q: 3 clusters Score -1.221823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -12218216.000000 Penalty: 5751.180664
	Iteration 62Q: 3 clusters Score -1.221822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -12218212.000000 Penalty: 5751.180664
	Iteration 63Q: 3 clusters Score -1.221821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -12218213.000000 Penalty: 5751.180664
	Iteration 64Q: 3 clusters Score -1.221821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -12218228.000000 Penalty: 5751.180664
	Iteration 65Q: 3 clusters Score -1.221823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105893 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -12218224.000000 Penalty: 5751.180664
	Iteration 66Q: 3 clusters Score -1.221822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105894 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -12218228.000000 Penalty: 5751.180664
	Iteration 67Q: 3 clusters Score -1.221823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105895 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12218225.000000 Penalty: 5751.180664
	Iteration 68Q: 3 clusters Score -1.221822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105897 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -12218218.000000 Penalty: 5751.180664
	Iteration 69Q: 3 clusters Score -1.221822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -12218214.000000 Penalty: 5751.180664
	Iteration 70Q: 3 clusters Score -1.221821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -12218224.000000 Penalty: 5751.180664
	Iteration 71Q: 3 clusters Score -1.221822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105904 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -12218213.000000 Penalty: 5751.180664
	Iteration 72Q: 3 clusters Score -1.221821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -12218218.000000 Penalty: 5751.180664
	Iteration 73Q: 3 clusters Score -1.221822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -12218231.000000 Penalty: 5751.180664
	Iteration 74Q: 3 clusters Score -1.221823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -12218233.000000 Penalty: 5751.180664
	Iteration 75Q: 3 clusters Score -1.221823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -12218225.000000 Penalty: 5751.180664
	Iteration 76Q: 3 clusters Score -1.221822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -12218222.000000 Penalty: 5751.180664
	Iteration 77Q: 3 clusters Score -1.221822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -12218229.000000 Penalty: 5751.180664
	Iteration 78Q: 3 clusters Score -1.221823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -12218236.000000 Penalty: 5751.180664
	Iteration 79Q: 3 clusters Score -1.221824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -12218230.000000 Penalty: 5751.180664
	Iteration 80F: 3 clusters Score -1.221823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12218233.000000 Penalty: 5751.180664
	Iteration 81Q: 3 clusters Score -1.221823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -12218239.000000 Penalty: 5751.180664
	Iteration 82Q: 3 clusters Score -1.221824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -12218238.000000 Penalty: 5751.180664
	Iteration 83Q: 3 clusters Score -1.221824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105940 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -12218236.000000 Penalty: 5751.180664
	Iteration 84Q: 3 clusters Score -1.221824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -12218237.000000 Penalty: 5751.180664
	Iteration 85Q: 3 clusters Score -1.221824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -12218244.000000 Penalty: 5751.180664
	Iteration 86Q: 3 clusters Score -1.221824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -12218244.000000 Penalty: 5751.180664
	Iteration 87F: 3 clusters Score -1.221824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -48012.742188 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -48012.74 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 217 members 
Entering Unmasked Estep 
Score: -46507.167969 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46507.17 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46658.667969 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46658.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46724.648438 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46724.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46765.781250 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46765.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46796.109375 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46796.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46814.558594 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46814.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46820.414062 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -46820.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46826.273438 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -46826.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46835.250000 Penalty: 3037.843018
	Iteration 8Q: 3 clusters Score -46835.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46839.027344 Penalty: 3037.843018
	Iteration 9Q: 3 clusters Score -46839.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46853.152344 Penalty: 3037.843018
	Iteration 10Q: 3 clusters Score -46853.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46861.320312 Penalty: 3037.843018
	Iteration 11Q: 3 clusters Score -46861.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46865.855469 Penalty: 3037.843018
	Iteration 12Q: 3 clusters Score -46865.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46868.488281 Penalty: 3037.843018
	Iteration 13Q: 3 clusters Score -46868.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46868.488281 Penalty: 3037.843018
	Iteration 14F: 3 clusters Score -46868.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Entering Unmasked Estep 
Score: -1059472.875000 Penalty: 2306.762207
	Iteration 0F: 2 clusters Score -1059473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1051255.875000 Penalty: 4613.524414
	Iteration 0F: 3 clusters Score -1051256 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1053840.375000 Penalty: 4613.524414
	Iteration 1F: 3 clusters Score -1053840 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1054202.125000 Penalty: 4613.524414
	Iteration 2F: 3 clusters Score -1054202 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1054503.750000 Penalty: 4613.524414
	Iteration 3F: 3 clusters Score -1054504 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1054778.500000 Penalty: 4613.524414
	Iteration 4Q: 3 clusters Score -1054778 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1055011.250000 Penalty: 4613.524414
	Iteration 5Q: 3 clusters Score -1055011 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1055260.875000 Penalty: 4613.524414
	Iteration 6Q: 3 clusters Score -1055261 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1055506.875000 Penalty: 4613.524414
	Iteration 7Q: 3 clusters Score -1055507 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1055796.375000 Penalty: 4613.524414
	Iteration 8Q: 3 clusters Score -1055796 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1056093.375000 Penalty: 4613.524414
	Iteration 9Q: 3 clusters Score -1056093 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1056330.375000 Penalty: 4613.524414
	Iteration 10Q: 3 clusters Score -1056330 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1056535.750000 Penalty: 4613.524414
	Iteration 11Q: 3 clusters Score -1056536 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1056685.250000 Penalty: 4613.524414
	Iteration 12Q: 3 clusters Score -1056685 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1056836.625000 Penalty: 4613.524414
	Iteration 13Q: 3 clusters Score -1056837 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1056975.625000 Penalty: 4613.524414
	Iteration 14Q: 3 clusters Score -1056976 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1057090.375000 Penalty: 4613.524414
	Iteration 15Q: 3 clusters Score -1057090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1057156.750000 Penalty: 4613.524414
	Iteration 16Q: 3 clusters Score -1057157 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1057213.500000 Penalty: 4613.524414
	Iteration 17Q: 3 clusters Score -1057214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1057261.750000 Penalty: 4613.524414
	Iteration 18Q: 3 clusters Score -1057262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1057294.875000 Penalty: 4613.524414
	Iteration 19Q: 3 clusters Score -1057295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1057320.000000 Penalty: 4613.524414
	Iteration 20F: 3 clusters Score -1057320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1057336.375000 Penalty: 4613.524414
	Iteration 21Q: 3 clusters Score -1057336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1057349.500000 Penalty: 4613.524414
	Iteration 22Q: 3 clusters Score -1057350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1057364.750000 Penalty: 4613.524414
	Iteration 23Q: 3 clusters Score -1057365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1057378.500000 Penalty: 4613.524414
	Iteration 24Q: 3 clusters Score -1057378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1057394.500000 Penalty: 4613.524414
	Iteration 25Q: 3 clusters Score -1057394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1057408.750000 Penalty: 4613.524414
	Iteration 26Q: 3 clusters Score -1057409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1057421.250000 Penalty: 4613.524414
	Iteration 27Q: 3 clusters Score -1057421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1057433.000000 Penalty: 4613.524414
	Iteration 28Q: 3 clusters Score -1057433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1057442.125000 Penalty: 4613.524414
	Iteration 29Q: 3 clusters Score -1057442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1057450.875000 Penalty: 4613.524414
	Iteration 30Q: 3 clusters Score -1057451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1057458.000000 Penalty: 4613.524414
	Iteration 31Q: 3 clusters Score -1057458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1057463.250000 Penalty: 4613.524414
	Iteration 32Q: 3 clusters Score -1057463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1057472.000000 Penalty: 4613.524414
	Iteration 33Q: 3 clusters Score -1057472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1057479.750000 Penalty: 4613.524414
	Iteration 34Q: 3 clusters Score -1057480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1057483.000000 Penalty: 4613.524414
	Iteration 35Q: 3 clusters Score -1057483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1057484.250000 Penalty: 4613.524414
	Iteration 36Q: 3 clusters Score -1057484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1057490.125000 Penalty: 4613.524414
	Iteration 37Q: 3 clusters Score -1057490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1057494.375000 Penalty: 4613.524414
	Iteration 38Q: 3 clusters Score -1057494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1057498.500000 Penalty: 4613.524414
	Iteration 39Q: 3 clusters Score -1057498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1057501.000000 Penalty: 4613.524414
	Iteration 40F: 3 clusters Score -1057501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1057504.250000 Penalty: 4613.524414
	Iteration 41Q: 3 clusters Score -1057504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1057503.500000 Penalty: 4613.524414
	Iteration 42Q: 3 clusters Score -1057504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1057505.750000 Penalty: 4613.524414
	Iteration 43Q: 3 clusters Score -1057506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1057508.375000 Penalty: 4613.524414
	Iteration 44Q: 3 clusters Score -1057508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1057516.125000 Penalty: 4613.524414
	Iteration 45Q: 3 clusters Score -1057516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1057516.750000 Penalty: 4613.524414
	Iteration 46Q: 3 clusters Score -1057517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1057520.375000 Penalty: 4613.524414
	Iteration 47Q: 3 clusters Score -1057520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1057526.000000 Penalty: 4613.524414
	Iteration 48Q: 3 clusters Score -1057526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1057530.375000 Penalty: 4613.524414
	Iteration 49Q: 3 clusters Score -1057530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1057532.375000 Penalty: 4613.524414
	Iteration 50Q: 3 clusters Score -1057532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1057535.875000 Penalty: 4613.524414
	Iteration 51Q: 3 clusters Score -1057536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1057537.000000 Penalty: 4613.524414
	Iteration 52Q: 3 clusters Score -1057537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1057539.250000 Penalty: 4613.524414
	Iteration 53Q: 3 clusters Score -1057539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1057543.625000 Penalty: 4613.524414
	Iteration 54Q: 3 clusters Score -1057544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1057546.000000 Penalty: 4613.524414
	Iteration 55Q: 3 clusters Score -1057546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1057549.000000 Penalty: 4613.524414
	Iteration 56Q: 3 clusters Score -1057549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1057548.750000 Penalty: 4613.524414
	Iteration 57Q: 3 clusters Score -1057549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1057550.500000 Penalty: 4613.524414
	Iteration 58Q: 3 clusters Score -1057550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1057550.875000 Penalty: 4613.524414
	Iteration 59Q: 3 clusters Score -1057551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1057554.500000 Penalty: 4613.524414
	Iteration 60F: 3 clusters Score -1057554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1057554.875000 Penalty: 4613.524414
	Iteration 61Q: 3 clusters Score -1057555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1057555.375000 Penalty: 4613.524414
	Iteration 62Q: 3 clusters Score -1057555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1057557.375000 Penalty: 4613.524414
	Iteration 63Q: 3 clusters Score -1057557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1057556.125000 Penalty: 4613.524414
	Iteration 64Q: 3 clusters Score -1057556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1057558.000000 Penalty: 4613.524414
	Iteration 65Q: 3 clusters Score -1057558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1057558.250000 Penalty: 4613.524414
	Iteration 66Q: 3 clusters Score -1057558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1057559.750000 Penalty: 4613.524414
	Iteration 67Q: 3 clusters Score -1057560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1057559.750000 Penalty: 4613.524414
	Iteration 68Q: 3 clusters Score -1057560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1057560.500000 Penalty: 4613.524414
	Iteration 69Q: 3 clusters Score -1057560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1057559.875000 Penalty: 4613.524414
	Iteration 70Q: 3 clusters Score -1057560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1057560.125000 Penalty: 4613.524414
	Iteration 71Q: 3 clusters Score -1057560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1057560.125000 Penalty: 4613.524414
	Iteration 72F: 3 clusters Score -1057560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -727214.937500 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -727214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -721655.562500 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -721655.6 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -723240.687500 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -723240.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -723688.500000 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -723688.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -724159.125000 Penalty: 4369.840332
	Iteration 3F: 3 clusters Score -724159.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -724548.312500 Penalty: 4369.840332
	Iteration 4F: 3 clusters Score -724548.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -724919.625000 Penalty: 4369.840332
	Iteration 5F: 3 clusters Score -724919.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -725269.625000 Penalty: 4369.840332
	Iteration 6F: 3 clusters Score -725269.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -725554.625000 Penalty: 4369.840332
	Iteration 7Q: 3 clusters Score -725554.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -725787.312500 Penalty: 4369.840332
	Iteration 8Q: 3 clusters Score -725787.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -725924.625000 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -725924.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -726016.125000 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -726016.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -726062.375000 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -726062.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -726094.562500 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -726094.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -726122.875000 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -726122.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -726143.062500 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -726143.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -726159.937500 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -726159.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -726172.312500 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -726172.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -726178.187500 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -726178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -726182.437500 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -726182.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -726185.625000 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -726185.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -726189.812500 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -726189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -726195.125000 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -726195.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -726200.125000 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -726200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -726211.000000 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -726211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -726225.437500 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -726225.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -726235.500000 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -726235.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -726256.750000 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -726256.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -726271.250000 Penalty: 4369.840332
	Iteration 27Q: 3 clusters Score -726271.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -726298.625000 Penalty: 4369.840332
	Iteration 28Q: 3 clusters Score -726298.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -726322.125000 Penalty: 4369.840332
	Iteration 29Q: 3 clusters Score -726322.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -726344.000000 Penalty: 4369.840332
	Iteration 30Q: 3 clusters Score -726344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -726362.000000 Penalty: 4369.840332
	Iteration 31Q: 3 clusters Score -726362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -726383.687500 Penalty: 4369.840332
	Iteration 32Q: 3 clusters Score -726383.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -726406.250000 Penalty: 4369.840332
	Iteration 33Q: 3 clusters Score -726406.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -726427.187500 Penalty: 4369.840332
	Iteration 34Q: 3 clusters Score -726427.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -726443.000000 Penalty: 4369.840332
	Iteration 35Q: 3 clusters Score -726443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -726454.687500 Penalty: 4369.840332
	Iteration 36Q: 3 clusters Score -726454.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -726468.250000 Penalty: 4369.840332
	Iteration 37Q: 3 clusters Score -726468.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -726487.562500 Penalty: 4369.840332
	Iteration 38Q: 3 clusters Score -726487.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -726507.625000 Penalty: 4369.840332
	Iteration 39Q: 3 clusters Score -726507.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -726522.000000 Penalty: 4369.840332
	Iteration 40F: 3 clusters Score -726522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -726541.312500 Penalty: 4369.840332
	Iteration 41Q: 3 clusters Score -726541.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -726571.312500 Penalty: 4369.840332
	Iteration 42Q: 3 clusters Score -726571.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -726596.562500 Penalty: 4369.840332
	Iteration 43Q: 3 clusters Score -726596.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -726627.625000 Penalty: 4369.840332
	Iteration 44Q: 3 clusters Score -726627.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -726650.375000 Penalty: 4369.840332
	Iteration 45Q: 3 clusters Score -726650.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -726669.062500 Penalty: 4369.840332
	Iteration 46Q: 3 clusters Score -726669.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -726694.875000 Penalty: 4369.840332
	Iteration 47Q: 3 clusters Score -726694.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -726723.875000 Penalty: 4369.840332
	Iteration 48Q: 3 clusters Score -726723.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -726744.187500 Penalty: 4369.840332
	Iteration 49Q: 3 clusters Score -726744.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -726760.125000 Penalty: 4369.840332
	Iteration 50Q: 3 clusters Score -726760.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -726768.875000 Penalty: 4369.840332
	Iteration 51Q: 3 clusters Score -726768.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -726782.062500 Penalty: 4369.840332
	Iteration 52Q: 3 clusters Score -726782.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -726787.437500 Penalty: 4369.840332
	Iteration 53Q: 3 clusters Score -726787.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -726793.812500 Penalty: 4369.840332
	Iteration 54Q: 3 clusters Score -726793.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -726797.187500 Penalty: 4369.840332
	Iteration 55Q: 3 clusters Score -726797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -726799.750000 Penalty: 4369.840332
	Iteration 56Q: 3 clusters Score -726799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -726800.812500 Penalty: 4369.840332
	Iteration 57Q: 3 clusters Score -726800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -726802.312500 Penalty: 4369.840332
	Iteration 58Q: 3 clusters Score -726802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -726805.062500 Penalty: 4369.840332
	Iteration 59Q: 3 clusters Score -726805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -726805.000000 Penalty: 4369.840332
	Iteration 60F: 3 clusters Score -726805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -726806.687500 Penalty: 4369.840332
	Iteration 61Q: 3 clusters Score -726806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -726806.375000 Penalty: 4369.840332
	Iteration 62Q: 3 clusters Score -726806.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -726808.562500 Penalty: 4369.840332
	Iteration 63Q: 3 clusters Score -726808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -726809.750000 Penalty: 4369.840332
	Iteration 64Q: 3 clusters Score -726809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -726809.500000 Penalty: 4369.840332
	Iteration 65Q: 3 clusters Score -726809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -726810.062500 Penalty: 4369.840332
	Iteration 66Q: 3 clusters Score -726810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -726809.312500 Penalty: 4369.840332
	Iteration 67Q: 3 clusters Score -726809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -726809.875000 Penalty: 4369.840332
	Iteration 68Q: 3 clusters Score -726809.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -726810.062500 Penalty: 4369.840332
	Iteration 69Q: 3 clusters Score -726810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -726810.062500 Penalty: 4369.840332
	Iteration 70F: 3 clusters Score -726810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Entering Unmasked Estep 
Score: -1782223.375000 Penalty: 2396.614990
	Iteration 0F: 2 clusters Score -1782223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1770920.625000 Penalty: 4793.229980
	Iteration 0F: 3 clusters Score -1770921 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1774621.250000 Penalty: 4793.229980
	Iteration 1F: 3 clusters Score -1774621 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1775060.875000 Penalty: 4793.229980
	Iteration 2F: 3 clusters Score -1775061 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1775462.125000 Penalty: 4793.229980
	Iteration 3F: 3 clusters Score -1775462 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1775798.375000 Penalty: 4793.229980
	Iteration 4Q: 3 clusters Score -1775798 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1776183.375000 Penalty: 4793.229980
	Iteration 5Q: 3 clusters Score -1776183 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1776637.000000 Penalty: 4793.229980
	Iteration 6F: 3 clusters Score -1776637 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1777186.875000 Penalty: 4793.229980
	Iteration 7F: 3 clusters Score -1777187 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1777762.625000 Penalty: 4793.229980
	Iteration 8F: 3 clusters Score -1777763 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1778289.875000 Penalty: 4793.229980
	Iteration 9Q: 3 clusters Score -1778290 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1778755.875000 Penalty: 4793.229980
	Iteration 10Q: 3 clusters Score -1778756 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1779176.875000 Penalty: 4793.229980
	Iteration 11Q: 3 clusters Score -1779177 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1779493.500000 Penalty: 4793.229980
	Iteration 12Q: 3 clusters Score -1779494 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1779730.625000 Penalty: 4793.229980
	Iteration 13Q: 3 clusters Score -1779731 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1779903.250000 Penalty: 4793.229980
	Iteration 14Q: 3 clusters Score -1779903 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1780027.500000 Penalty: 4793.229980
	Iteration 15Q: 3 clusters Score -1780028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1780111.250000 Penalty: 4793.229980
	Iteration 16Q: 3 clusters Score -1780111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1780168.875000 Penalty: 4793.229980
	Iteration 17Q: 3 clusters Score -1780169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1780201.000000 Penalty: 4793.229980
	Iteration 18Q: 3 clusters Score -1780201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1780227.250000 Penalty: 4793.229980
	Iteration 19Q: 3 clusters Score -1780227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1780254.250000 Penalty: 4793.229980
	Iteration 20F: 3 clusters Score -1780254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1780273.000000 Penalty: 4793.229980
	Iteration 21Q: 3 clusters Score -1780273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1780291.125000 Penalty: 4793.229980
	Iteration 22Q: 3 clusters Score -1780291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1780301.000000 Penalty: 4793.229980
	Iteration 23Q: 3 clusters Score -1780301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1780304.625000 Penalty: 4793.229980
	Iteration 24Q: 3 clusters Score -1780305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1780308.250000 Penalty: 4793.229980
	Iteration 25Q: 3 clusters Score -1780308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1780309.125000 Penalty: 4793.229980
	Iteration 26Q: 3 clusters Score -1780309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1780310.250000 Penalty: 4793.229980
	Iteration 27Q: 3 clusters Score -1780310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1780313.250000 Penalty: 4793.229980
	Iteration 28Q: 3 clusters Score -1780313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1780313.250000 Penalty: 4793.229980
	Iteration 29F: 3 clusters Score -1780313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Entering Unmasked Estep 
Score: -1057065.875000 Penalty: 2268.687500
	Iteration 0F: 2 clusters Score -1057066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1049685.250000 Penalty: 4537.375000
	Iteration 0F: 3 clusters Score -1049685 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1051786.875000 Penalty: 4537.375000
	Iteration 1F: 3 clusters Score -1051787 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1052091.000000 Penalty: 4537.375000
	Iteration 2F: 3 clusters Score -1052091 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1052320.500000 Penalty: 4537.375000
	Iteration 3F: 3 clusters Score -1052320 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1052502.125000 Penalty: 4537.375000
	Iteration 4Q: 3 clusters Score -1052502 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1052655.625000 Penalty: 4537.375000
	Iteration 5Q: 3 clusters Score -1052656 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1052759.500000 Penalty: 4537.375000
	Iteration 6Q: 3 clusters Score -1052760 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1052845.000000 Penalty: 4537.375000
	Iteration 7Q: 3 clusters Score -1052845 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1052931.125000 Penalty: 4537.375000
	Iteration 8Q: 3 clusters Score -1052931 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1053016.000000 Penalty: 4537.375000
	Iteration 9Q: 3 clusters Score -1053016 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1053112.250000 Penalty: 4537.375000
	Iteration 10Q: 3 clusters Score -1053112 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1053220.250000 Penalty: 4537.375000
	Iteration 11Q: 3 clusters Score -1053220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1053307.125000 Penalty: 4537.375000
	Iteration 12Q: 3 clusters Score -1053307 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1053394.875000 Penalty: 4537.375000
	Iteration 13Q: 3 clusters Score -1053395 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1053482.750000 Penalty: 4537.375000
	Iteration 14Q: 3 clusters Score -1053483 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1053573.125000 Penalty: 4537.375000
	Iteration 15Q: 3 clusters Score -1053573 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1053660.000000 Penalty: 4537.375000
	Iteration 16Q: 3 clusters Score -1053660 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1053745.625000 Penalty: 4537.375000
	Iteration 17Q: 3 clusters Score -1053746 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1053833.250000 Penalty: 4537.375000
	Iteration 18Q: 3 clusters Score -1053833 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1053933.750000 Penalty: 4537.375000
	Iteration 19Q: 3 clusters Score -1053934 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1054029.875000 Penalty: 4537.375000
	Iteration 20F: 3 clusters Score -1054030 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1054110.375000 Penalty: 4537.375000
	Iteration 21Q: 3 clusters Score -1054110 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1054184.500000 Penalty: 4537.375000
	Iteration 22Q: 3 clusters Score -1054184 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1054265.625000 Penalty: 4537.375000
	Iteration 23Q: 3 clusters Score -1054266 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1054360.000000 Penalty: 4537.375000
	Iteration 24Q: 3 clusters Score -1054360 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1054495.500000 Penalty: 4537.375000
	Iteration 25Q: 3 clusters Score -1054496 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1054663.250000 Penalty: 4537.375000
	Iteration 26Q: 3 clusters Score -1054663 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1054831.375000 Penalty: 4537.375000
	Iteration 27Q: 3 clusters Score -1054831 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1054963.375000 Penalty: 4537.375000
	Iteration 28Q: 3 clusters Score -1054963 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1055056.125000 Penalty: 4537.375000
	Iteration 29Q: 3 clusters Score -1055056 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1055121.375000 Penalty: 4537.375000
	Iteration 30Q: 3 clusters Score -1055121 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1055171.875000 Penalty: 4537.375000
	Iteration 31Q: 3 clusters Score -1055172 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1055205.000000 Penalty: 4537.375000
	Iteration 32Q: 3 clusters Score -1055205 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1055234.375000 Penalty: 4537.375000
	Iteration 33Q: 3 clusters Score -1055234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1055264.625000 Penalty: 4537.375000
	Iteration 34Q: 3 clusters Score -1055265 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1055293.625000 Penalty: 4537.375000
	Iteration 35Q: 3 clusters Score -1055294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1055319.750000 Penalty: 4537.375000
	Iteration 36Q: 3 clusters Score -1055320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1055339.750000 Penalty: 4537.375000
	Iteration 37Q: 3 clusters Score -1055340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1055362.250000 Penalty: 4537.375000
	Iteration 38Q: 3 clusters Score -1055362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1055374.250000 Penalty: 4537.375000
	Iteration 39Q: 3 clusters Score -1055374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1055388.375000 Penalty: 4537.375000
	Iteration 40F: 3 clusters Score -1055388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1055399.375000 Penalty: 4537.375000
	Iteration 41Q: 3 clusters Score -1055399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1055412.500000 Penalty: 4537.375000
	Iteration 42Q: 3 clusters Score -1055412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1055421.500000 Penalty: 4537.375000
	Iteration 43Q: 3 clusters Score -1055422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1055430.375000 Penalty: 4537.375000
	Iteration 44Q: 3 clusters Score -1055430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1055436.000000 Penalty: 4537.375000
	Iteration 45Q: 3 clusters Score -1055436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1055444.250000 Penalty: 4537.375000
	Iteration 46Q: 3 clusters Score -1055444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1055447.500000 Penalty: 4537.375000
	Iteration 47Q: 3 clusters Score -1055448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1055452.000000 Penalty: 4537.375000
	Iteration 48Q: 3 clusters Score -1055452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1055456.875000 Penalty: 4537.375000
	Iteration 49Q: 3 clusters Score -1055457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1055464.000000 Penalty: 4537.375000
	Iteration 50Q: 3 clusters Score -1055464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1055467.750000 Penalty: 4537.375000
	Iteration 51Q: 3 clusters Score -1055468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1055474.375000 Penalty: 4537.375000
	Iteration 52Q: 3 clusters Score -1055474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1055480.875000 Penalty: 4537.375000
	Iteration 53Q: 3 clusters Score -1055481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1055486.875000 Penalty: 4537.375000
	Iteration 54Q: 3 clusters Score -1055487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1055491.750000 Penalty: 4537.375000
	Iteration 55Q: 3 clusters Score -1055492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1055500.125000 Penalty: 4537.375000
	Iteration 56Q: 3 clusters Score -1055500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1055512.125000 Penalty: 4537.375000
	Iteration 57Q: 3 clusters Score -1055512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1055517.625000 Penalty: 4537.375000
	Iteration 58Q: 3 clusters Score -1055518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1055526.875000 Penalty: 4537.375000
	Iteration 59Q: 3 clusters Score -1055527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1055537.125000 Penalty: 4537.375000
	Iteration 60F: 3 clusters Score -1055537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1055548.000000 Penalty: 4537.375000
	Iteration 61Q: 3 clusters Score -1055548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1055562.375000 Penalty: 4537.375000
	Iteration 62Q: 3 clusters Score -1055562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1055576.500000 Penalty: 4537.375000
	Iteration 63Q: 3 clusters Score -1055576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1055595.375000 Penalty: 4537.375000
	Iteration 64Q: 3 clusters Score -1055595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1055609.125000 Penalty: 4537.375000
	Iteration 65Q: 3 clusters Score -1055609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1055632.875000 Penalty: 4537.375000
	Iteration 66Q: 3 clusters Score -1055633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1055652.750000 Penalty: 4537.375000
	Iteration 67Q: 3 clusters Score -1055653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1055681.250000 Penalty: 4537.375000
	Iteration 68Q: 3 clusters Score -1055681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1055722.875000 Penalty: 4537.375000
	Iteration 69Q: 3 clusters Score -1055723 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1055787.750000 Penalty: 4537.375000
	Iteration 70Q: 3 clusters Score -1055788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1055897.000000 Penalty: 4537.375000
	Iteration 71Q: 3 clusters Score -1055897 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1056063.125000 Penalty: 4537.375000
	Iteration 72Q: 3 clusters Score -1056063 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1056257.500000 Penalty: 4537.375000
	Iteration 73Q: 3 clusters Score -1056258 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1056449.000000 Penalty: 4537.375000
	Iteration 74Q: 3 clusters Score -1056449 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1056575.750000 Penalty: 4537.375000
	Iteration 75Q: 3 clusters Score -1056576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1056622.375000 Penalty: 4537.375000
	Iteration 76Q: 3 clusters Score -1056622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1056644.625000 Penalty: 4537.375000
	Iteration 77Q: 3 clusters Score -1056645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1056659.500000 Penalty: 4537.375000
	Iteration 78Q: 3 clusters Score -1056660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1056675.375000 Penalty: 4537.375000
	Iteration 79Q: 3 clusters Score -1056675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1056693.875000 Penalty: 4537.375000
	Iteration 80F: 3 clusters Score -1056694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1056701.000000 Penalty: 4537.375000
	Iteration 81Q: 3 clusters Score -1056701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1056707.625000 Penalty: 4537.375000
	Iteration 82Q: 3 clusters Score -1056708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1056714.500000 Penalty: 4537.375000
	Iteration 83Q: 3 clusters Score -1056714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1056716.125000 Penalty: 4537.375000
	Iteration 84Q: 3 clusters Score -1056716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1056720.250000 Penalty: 4537.375000
	Iteration 85Q: 3 clusters Score -1056720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1056725.375000 Penalty: 4537.375000
	Iteration 86Q: 3 clusters Score -1056725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1056724.125000 Penalty: 4537.375000
	Iteration 87Q: 3 clusters Score -1056724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1056727.250000 Penalty: 4537.375000
	Iteration 88Q: 3 clusters Score -1056727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1056729.750000 Penalty: 4537.375000
	Iteration 89Q: 3 clusters Score -1056730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1056733.250000 Penalty: 4537.375000
	Iteration 90Q: 3 clusters Score -1056733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1056734.125000 Penalty: 4537.375000
	Iteration 91Q: 3 clusters Score -1056734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1056737.500000 Penalty: 4537.375000
	Iteration 92Q: 3 clusters Score -1056738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1056740.500000 Penalty: 4537.375000
	Iteration 93Q: 3 clusters Score -1056740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1056742.000000 Penalty: 4537.375000
	Iteration 94Q: 3 clusters Score -1056742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1056743.000000 Penalty: 4537.375000
	Iteration 95Q: 3 clusters Score -1056743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1056742.125000 Penalty: 4537.375000
	Iteration 96Q: 3 clusters Score -1056742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1056741.000000 Penalty: 4537.375000
	Iteration 97Q: 3 clusters Score -1056741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1056740.750000 Penalty: 4537.375000
	Iteration 98Q: 3 clusters Score -1056741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1056741.625000 Penalty: 4537.375000
	Iteration 99Q: 3 clusters Score -1056742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1056742.625000 Penalty: 4537.375000
	Iteration 100F: 3 clusters Score -1056743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1056742.375000 Penalty: 4537.375000
	Iteration 101Q: 3 clusters Score -1056742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1056742.375000 Penalty: 4537.375000
	Iteration 102F: 3 clusters Score -1056742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (211872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211872 members 
Entering Unmasked Estep 
Score: -24343298.000000 Penalty: 3041.406982
	Iteration 0F: 2 clusters Score -2.43433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 106257 members 
Entering Unmasked Estep 
Score: -24221240.000000 Penalty: 6082.813965
	Iteration 0F: 3 clusters Score -2.422124e+07 nChanged 101739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 111706 members 
Entering Unmasked Estep 
Score: -24280846.000000 Penalty: 6082.813965
	Iteration 1F: 3 clusters Score -2.428085e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 115295 members 
Entering Unmasked Estep 
Score: -24282296.000000 Penalty: 6082.813965
	Iteration 2Q: 3 clusters Score -2.42823e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 121002 members 
Entering Unmasked Estep 
Score: -24284662.000000 Penalty: 6082.813965
	Iteration 3Q: 3 clusters Score -2.428466e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 129963 members 
Entering Unmasked Estep 
Score: -24288868.000000 Penalty: 6082.813965
	Iteration 4Q: 3 clusters Score -2.428887e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 143306 members 
Entering Unmasked Estep 
Score: -24296916.000000 Penalty: 6082.813965
	Iteration 5F: 3 clusters Score -2.429692e+07 nChanged 18084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 161202 members 
Entering Unmasked Estep 
Score: -24310294.000000 Penalty: 6082.813965
	Iteration 6F: 3 clusters Score -2.431029e+07 nChanged 19907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -24322844.000000 Penalty: 6082.813965
	Iteration 7F: 3 clusters Score -2.432284e+07 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 196519 members 
Entering Unmasked Estep 
Score: -24331052.000000 Penalty: 6082.813965
	Iteration 8F: 3 clusters Score -2.433105e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 205164 members 
Entering Unmasked Estep 
Score: -24336040.000000 Penalty: 6082.813965
	Iteration 9Q: 3 clusters Score -2.433604e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 208965 members 
Entering Unmasked Estep 
Score: -24338680.000000 Penalty: 6082.813965
	Iteration 10Q: 3 clusters Score -2.433868e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 210440 members 
Entering Unmasked Estep 
Score: -24339750.000000 Penalty: 6082.813965
	Iteration 11Q: 3 clusters Score -2.433975e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 210962 members 
Entering Unmasked Estep 
Score: -24340254.000000 Penalty: 6082.813965
	Iteration 12Q: 3 clusters Score -2.434025e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 211149 members 
Entering Unmasked Estep 
Score: -24340468.000000 Penalty: 6082.813965
	Iteration 13Q: 3 clusters Score -2.434047e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 211220 members 
Entering Unmasked Estep 
Score: -24340612.000000 Penalty: 6082.813965
	Iteration 14Q: 3 clusters Score -2.434061e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 211245 members 
Entering Unmasked Estep 
Score: -24340678.000000 Penalty: 6082.813965
	Iteration 15Q: 3 clusters Score -2.434068e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 211271 members 
Entering Unmasked Estep 
Score: -24340732.000000 Penalty: 6082.813965
	Iteration 16Q: 3 clusters Score -2.434073e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 211282 members 
Entering Unmasked Estep 
Score: -24340770.000000 Penalty: 6082.813965
	Iteration 17Q: 3 clusters Score -2.434077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 211290 members 
Entering Unmasked Estep 
Score: -24340766.000000 Penalty: 6082.813965
	Iteration 18Q: 3 clusters Score -2.434077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 211299 members 
Entering Unmasked Estep 
Score: -24340808.000000 Penalty: 6082.813965
	Iteration 19Q: 3 clusters Score -2.434081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 211305 members 
Entering Unmasked Estep 
Score: -24340838.000000 Penalty: 6082.813965
	Iteration 20F: 3 clusters Score -2.434084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 211310 members 
Entering Unmasked Estep 
Score: -24340872.000000 Penalty: 6082.813965
	Iteration 21Q: 3 clusters Score -2.434087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 211312 members 
Entering Unmasked Estep 
Score: -24340912.000000 Penalty: 6082.813965
	Iteration 22Q: 3 clusters Score -2.434091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 211316 members 
Entering Unmasked Estep 
Score: -24340900.000000 Penalty: 6082.813965
	Iteration 23Q: 3 clusters Score -2.43409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 211314 members 
Entering Unmasked Estep 
Score: -24340906.000000 Penalty: 6082.813965
	Iteration 24Q: 3 clusters Score -2.434091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 211317 members 
Entering Unmasked Estep 
Score: -24340908.000000 Penalty: 6082.813965
	Iteration 25Q: 3 clusters Score -2.434091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 211320 members 
Entering Unmasked Estep 
Score: -24340892.000000 Penalty: 6082.813965
	Iteration 26Q: 3 clusters Score -2.434089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 211324 members 
Entering Unmasked Estep 
Score: -24340910.000000 Penalty: 6082.813965
	Iteration 27Q: 3 clusters Score -2.434091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 211325 members 
Entering Unmasked Estep 
Score: -24340912.000000 Penalty: 6082.813965
	Iteration 28Q: 3 clusters Score -2.434091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 211325 members 
Entering Unmasked Estep 
Score: -24340912.000000 Penalty: 6082.813965
	Iteration 29F: 3 clusters Score -2.434091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Entering Unmasked Estep 
Score: -2726061.500000 Penalty: 2499.434326
	Iteration 0F: 2 clusters Score -2726062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2709509.000000 Penalty: 4998.868652
	Iteration 0F: 3 clusters Score -2709509 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2715252.500000 Penalty: 4998.868652
	Iteration 1F: 3 clusters Score -2715252 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2715660.250000 Penalty: 4998.868652
	Iteration 2Q: 3 clusters Score -2715660 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2716040.250000 Penalty: 4998.868652
	Iteration 3Q: 3 clusters Score -2716040 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2716444.500000 Penalty: 4998.868652
	Iteration 4Q: 3 clusters Score -2716444 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2716995.250000 Penalty: 4998.868652
	Iteration 5Q: 3 clusters Score -2716995 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2717714.500000 Penalty: 4998.868652
	Iteration 6F: 3 clusters Score -2717714 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2718670.250000 Penalty: 4998.868652
	Iteration 7F: 3 clusters Score -2718670 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2719795.250000 Penalty: 4998.868652
	Iteration 8F: 3 clusters Score -2719795 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2721016.000000 Penalty: 4998.868652
	Iteration 9F: 3 clusters Score -2721016 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2721910.750000 Penalty: 4998.868652
	Iteration 10Q: 3 clusters Score -2721911 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2722604.750000 Penalty: 4998.868652
	Iteration 11Q: 3 clusters Score -2722605 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2723100.000000 Penalty: 4998.868652
	Iteration 12Q: 3 clusters Score -2723100 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2723442.500000 Penalty: 4998.868652
	Iteration 13Q: 3 clusters Score -2723442 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2723653.750000 Penalty: 4998.868652
	Iteration 14Q: 3 clusters Score -2723654 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2723797.000000 Penalty: 4998.868652
	Iteration 15Q: 3 clusters Score -2723797 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2723880.250000 Penalty: 4998.868652
	Iteration 16Q: 3 clusters Score -2723880 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2723975.500000 Penalty: 4998.868652
	Iteration 17Q: 3 clusters Score -2723976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2724044.000000 Penalty: 4998.868652
	Iteration 18Q: 3 clusters Score -2724044 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2724101.250000 Penalty: 4998.868652
	Iteration 19Q: 3 clusters Score -2724101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2724127.750000 Penalty: 4998.868652
	Iteration 20F: 3 clusters Score -2724128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2724149.250000 Penalty: 4998.868652
	Iteration 21Q: 3 clusters Score -2724149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2724161.250000 Penalty: 4998.868652
	Iteration 22Q: 3 clusters Score -2724161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2724164.500000 Penalty: 4998.868652
	Iteration 23Q: 3 clusters Score -2724164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2724177.500000 Penalty: 4998.868652
	Iteration 24Q: 3 clusters Score -2724178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2724183.000000 Penalty: 4998.868652
	Iteration 25Q: 3 clusters Score -2724183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2724194.000000 Penalty: 4998.868652
	Iteration 26Q: 3 clusters Score -2724194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2724201.750000 Penalty: 4998.868652
	Iteration 27Q: 3 clusters Score -2724202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2724201.250000 Penalty: 4998.868652
	Iteration 28Q: 3 clusters Score -2724201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2724204.750000 Penalty: 4998.868652
	Iteration 29Q: 3 clusters Score -2724205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2724204.750000 Penalty: 4998.868652
	Iteration 30Q: 3 clusters Score -2724205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2724204.750000 Penalty: 4998.868652
	Iteration 31F: 3 clusters Score -2724205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Entering Unmasked Estep 
Score: -4213638.000000 Penalty: 2627.394287
	Iteration 0F: 2 clusters Score -4213638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4186534.250000 Penalty: 5254.788574
	Iteration 0F: 3 clusters Score -4186534 nChanged 18274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4196856.000000 Penalty: 5254.788574
	Iteration 1F: 3 clusters Score -4196856 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4197609.000000 Penalty: 5254.788574
	Iteration 2F: 3 clusters Score -4197609 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -4198367.500000 Penalty: 5254.788574
	Iteration 3Q: 3 clusters Score -4198368 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -4199302.500000 Penalty: 5254.788574
	Iteration 4Q: 3 clusters Score -4199302 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -4200440.000000 Penalty: 5254.788574
	Iteration 5F: 3 clusters Score -4200440 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4201756.000000 Penalty: 5254.788574
	Iteration 6F: 3 clusters Score -4201756 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -4203169.500000 Penalty: 5254.788574
	Iteration 7F: 3 clusters Score -4203170 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4204485.500000 Penalty: 5254.788574
	Iteration 8F: 3 clusters Score -4204486 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4205641.500000 Penalty: 5254.788574
	Iteration 9Q: 3 clusters Score -4205642 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -4206765.000000 Penalty: 5254.788574
	Iteration 10Q: 3 clusters Score -4206765 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -4207706.000000 Penalty: 5254.788574
	Iteration 11Q: 3 clusters Score -4207706 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -4208600.000000 Penalty: 5254.788574
	Iteration 12Q: 3 clusters Score -4208600 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4209397.500000 Penalty: 5254.788574
	Iteration 13Q: 3 clusters Score -4209398 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -4210057.000000 Penalty: 5254.788574
	Iteration 14Q: 3 clusters Score -4210057 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4210573.500000 Penalty: 5254.788574
	Iteration 15Q: 3 clusters Score -4210574 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4211031.500000 Penalty: 5254.788574
	Iteration 16Q: 3 clusters Score -4211032 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -4211369.000000 Penalty: 5254.788574
	Iteration 17Q: 3 clusters Score -4211369 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4211704.500000 Penalty: 5254.788574
	Iteration 18Q: 3 clusters Score -4211704 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4211988.000000 Penalty: 5254.788574
	Iteration 19Q: 3 clusters Score -4211988 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4212215.000000 Penalty: 5254.788574
	Iteration 20F: 3 clusters Score -4212215 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4212392.500000 Penalty: 5254.788574
	Iteration 21Q: 3 clusters Score -4212392 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4212544.500000 Penalty: 5254.788574
	Iteration 22Q: 3 clusters Score -4212544 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -4212622.500000 Penalty: 5254.788574
	Iteration 23Q: 3 clusters Score -4212622 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4212685.500000 Penalty: 5254.788574
	Iteration 24Q: 3 clusters Score -4212686 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4212753.000000 Penalty: 5254.788574
	Iteration 25Q: 3 clusters Score -4212753 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4212804.500000 Penalty: 5254.788574
	Iteration 26Q: 3 clusters Score -4212804 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -4212838.000000 Penalty: 5254.788574
	Iteration 27Q: 3 clusters Score -4212838 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -4212876.000000 Penalty: 5254.788574
	Iteration 28Q: 3 clusters Score -4212876 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4212908.500000 Penalty: 5254.788574
	Iteration 29Q: 3 clusters Score -4212908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -4212928.500000 Penalty: 5254.788574
	Iteration 30Q: 3 clusters Score -4212928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4212945.500000 Penalty: 5254.788574
	Iteration 31Q: 3 clusters Score -4212946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4212951.500000 Penalty: 5254.788574
	Iteration 32Q: 3 clusters Score -4212952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4212956.500000 Penalty: 5254.788574
	Iteration 33Q: 3 clusters Score -4212956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4212966.500000 Penalty: 5254.788574
	Iteration 34Q: 3 clusters Score -4212966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4212967.500000 Penalty: 5254.788574
	Iteration 35Q: 3 clusters Score -4212968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4212965.500000 Penalty: 5254.788574
	Iteration 36Q: 3 clusters Score -4212966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4212976.500000 Penalty: 5254.788574
	Iteration 37Q: 3 clusters Score -4212976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4212983.000000 Penalty: 5254.788574
	Iteration 38Q: 3 clusters Score -4212983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4212990.000000 Penalty: 5254.788574
	Iteration 39Q: 3 clusters Score -4212990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4213000.000000 Penalty: 5254.788574
	Iteration 40F: 3 clusters Score -4213000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4213004.500000 Penalty: 5254.788574
	Iteration 41Q: 3 clusters Score -4213004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4213010.000000 Penalty: 5254.788574
	Iteration 42Q: 3 clusters Score -4213010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -4213001.500000 Penalty: 5254.788574
	Iteration 43Q: 3 clusters Score -4213002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4213000.000000 Penalty: 5254.788574
	Iteration 44Q: 3 clusters Score -4213000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4212998.000000 Penalty: 5254.788574
	Iteration 45Q: 3 clusters Score -4212998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4212999.000000 Penalty: 5254.788574
	Iteration 46Q: 3 clusters Score -4212999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4213002.500000 Penalty: 5254.788574
	Iteration 47Q: 3 clusters Score -4213002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4213005.500000 Penalty: 5254.788574
	Iteration 48Q: 3 clusters Score -4213006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4213006.500000 Penalty: 5254.788574
	Iteration 49Q: 3 clusters Score -4213006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4213014.000000 Penalty: 5254.788574
	Iteration 50Q: 3 clusters Score -4213014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4213013.500000 Penalty: 5254.788574
	Iteration 51Q: 3 clusters Score -4213014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4213023.000000 Penalty: 5254.788574
	Iteration 52Q: 3 clusters Score -4213023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4213012.000000 Penalty: 5254.788574
	Iteration 53Q: 3 clusters Score -4213012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4213022.000000 Penalty: 5254.788574
	Iteration 54Q: 3 clusters Score -4213022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4213022.500000 Penalty: 5254.788574
	Iteration 55Q: 3 clusters Score -4213022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4213024.500000 Penalty: 5254.788574
	Iteration 56Q: 3 clusters Score -4213024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4213023.500000 Penalty: 5254.788574
	Iteration 57Q: 3 clusters Score -4213024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4213019.500000 Penalty: 5254.788574
	Iteration 58Q: 3 clusters Score -4213020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4213023.500000 Penalty: 5254.788574
	Iteration 59Q: 3 clusters Score -4213024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -4213029.000000 Penalty: 5254.788574
	Iteration 60F: 3 clusters Score -4213029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4213037.000000 Penalty: 5254.788574
	Iteration 61Q: 3 clusters Score -4213037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4213033.500000 Penalty: 5254.788574
	Iteration 62Q: 3 clusters Score -4213034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4213033.000000 Penalty: 5254.788574
	Iteration 63Q: 3 clusters Score -4213033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4213033.000000 Penalty: 5254.788574
	Iteration 64Q: 3 clusters Score -4213033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4213033.000000 Penalty: 5254.788574
	Iteration 65Q: 3 clusters Score -4213033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -4213031.000000 Penalty: 5254.788574
	Iteration 66Q: 3 clusters Score -4213031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4213033.000000 Penalty: 5254.788574
	Iteration 67Q: 3 clusters Score -4213033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4213034.500000 Penalty: 5254.788574
	Iteration 68Q: 3 clusters Score -4213034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -4213034.500000 Penalty: 5254.788574
	Iteration 69Q: 3 clusters Score -4213034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -4213036.000000 Penalty: 5254.788574
	Iteration 70Q: 3 clusters Score -4213036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4213034.000000 Penalty: 5254.788574
	Iteration 71Q: 3 clusters Score -4213034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4213029.500000 Penalty: 5254.788574
	Iteration 72Q: 3 clusters Score -4213030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -4213026.000000 Penalty: 5254.788574
	Iteration 73Q: 3 clusters Score -4213026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -4213024.500000 Penalty: 5254.788574
	Iteration 74Q: 3 clusters Score -4213024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4213026.500000 Penalty: 5254.788574
	Iteration 75Q: 3 clusters Score -4213026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4213030.500000 Penalty: 5254.788574
	Iteration 76Q: 3 clusters Score -4213030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4213033.000000 Penalty: 5254.788574
	Iteration 77Q: 3 clusters Score -4213033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4213033.500000 Penalty: 5254.788574
	Iteration 78Q: 3 clusters Score -4213034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4213029.500000 Penalty: 5254.788574
	Iteration 79Q: 3 clusters Score -4213030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4213029.500000 Penalty: 5254.788574
	Iteration 80F: 3 clusters Score -4213030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36537 members 
Entering Unmasked Estep 
Score: -4119769.500000 Penalty: 2605.508057
	Iteration 0F: 2 clusters Score -4119770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4094956.500000 Penalty: 5211.016113
	Iteration 0F: 3 clusters Score -4094956 nChanged 16614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4104387.000000 Penalty: 5211.016113
	Iteration 1F: 3 clusters Score -4104387 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4105352.500000 Penalty: 5211.016113
	Iteration 2F: 3 clusters Score -4105352 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4106604.250000 Penalty: 5211.016113
	Iteration 3F: 3 clusters Score -4106604 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4108190.750000 Penalty: 5211.016113
	Iteration 4F: 3 clusters Score -4108191 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4109849.250000 Penalty: 5211.016113
	Iteration 5F: 3 clusters Score -4109849 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4111313.750000 Penalty: 5211.016113
	Iteration 6F: 3 clusters Score -4111314 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4112489.250000 Penalty: 5211.016113
	Iteration 7F: 3 clusters Score -4112489 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4113338.000000 Penalty: 5211.016113
	Iteration 8Q: 3 clusters Score -4113338 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -4113954.250000 Penalty: 5211.016113
	Iteration 9Q: 3 clusters Score -4113954 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -4114338.500000 Penalty: 5211.016113
	Iteration 10Q: 3 clusters Score -4114338 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4114614.500000 Penalty: 5211.016113
	Iteration 11Q: 3 clusters Score -4114614 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4114847.000000 Penalty: 5211.016113
	Iteration 12Q: 3 clusters Score -4114847 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4115070.500000 Penalty: 5211.016113
	Iteration 13Q: 3 clusters Score -4115070 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4115307.000000 Penalty: 5211.016113
	Iteration 14Q: 3 clusters Score -4115307 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4115540.500000 Penalty: 5211.016113
	Iteration 15Q: 3 clusters Score -4115540 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4115803.250000 Penalty: 5211.016113
	Iteration 16Q: 3 clusters Score -4115803 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4116116.000000 Penalty: 5211.016113
	Iteration 17Q: 3 clusters Score -4116116 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -4116432.250000 Penalty: 5211.016113
	Iteration 18Q: 3 clusters Score -4116432 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -4116814.250000 Penalty: 5211.016113
	Iteration 19Q: 3 clusters Score -4116814 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4117269.000000 Penalty: 5211.016113
	Iteration 20F: 3 clusters Score -4117269 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -4117690.750000 Penalty: 5211.016113
	Iteration 21Q: 3 clusters Score -4117691 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -4118080.000000 Penalty: 5211.016113
	Iteration 22Q: 3 clusters Score -4118080 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4118371.000000 Penalty: 5211.016113
	Iteration 23Q: 3 clusters Score -4118371 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -4118627.500000 Penalty: 5211.016113
	Iteration 24Q: 3 clusters Score -4118628 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -4118804.000000 Penalty: 5211.016113
	Iteration 25Q: 3 clusters Score -4118804 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4118930.250000 Penalty: 5211.016113
	Iteration 26Q: 3 clusters Score -4118930 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -4119022.000000 Penalty: 5211.016113
	Iteration 27Q: 3 clusters Score -4119022 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4119092.000000 Penalty: 5211.016113
	Iteration 28Q: 3 clusters Score -4119092 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4119148.250000 Penalty: 5211.016113
	Iteration 29Q: 3 clusters Score -4119148 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -4119194.250000 Penalty: 5211.016113
	Iteration 30Q: 3 clusters Score -4119194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -4119213.500000 Penalty: 5211.016113
	Iteration 31Q: 3 clusters Score -4119214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4119224.000000 Penalty: 5211.016113
	Iteration 32Q: 3 clusters Score -4119224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4119241.000000 Penalty: 5211.016113
	Iteration 33Q: 3 clusters Score -4119241 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4119243.750000 Penalty: 5211.016113
	Iteration 34Q: 3 clusters Score -4119244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -4119264.750000 Penalty: 5211.016113
	Iteration 35Q: 3 clusters Score -4119265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4119280.250000 Penalty: 5211.016113
	Iteration 36Q: 3 clusters Score -4119280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4119291.750000 Penalty: 5211.016113
	Iteration 37Q: 3 clusters Score -4119292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4119303.500000 Penalty: 5211.016113
	Iteration 38Q: 3 clusters Score -4119304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4119313.000000 Penalty: 5211.016113
	Iteration 39Q: 3 clusters Score -4119313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4119325.000000 Penalty: 5211.016113
	Iteration 40F: 3 clusters Score -4119325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4119322.250000 Penalty: 5211.016113
	Iteration 41Q: 3 clusters Score -4119322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4119313.000000 Penalty: 5211.016113
	Iteration 42Q: 3 clusters Score -4119313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4119310.750000 Penalty: 5211.016113
	Iteration 43Q: 3 clusters Score -4119311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4119319.250000 Penalty: 5211.016113
	Iteration 44Q: 3 clusters Score -4119319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4119309.500000 Penalty: 5211.016113
	Iteration 45Q: 3 clusters Score -4119310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4119309.500000 Penalty: 5211.016113
	Iteration 46Q: 3 clusters Score -4119310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -4119307.500000 Penalty: 5211.016113
	Iteration 47Q: 3 clusters Score -4119308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -4119309.250000 Penalty: 5211.016113
	Iteration 48Q: 3 clusters Score -4119309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -4119318.500000 Penalty: 5211.016113
	Iteration 49Q: 3 clusters Score -4119318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4119313.750000 Penalty: 5211.016113
	Iteration 50Q: 3 clusters Score -4119314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -4119316.750000 Penalty: 5211.016113
	Iteration 51Q: 3 clusters Score -4119317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -4119318.250000 Penalty: 5211.016113
	Iteration 52Q: 3 clusters Score -4119318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4119321.000000 Penalty: 5211.016113
	Iteration 53Q: 3 clusters Score -4119321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4119319.750000 Penalty: 5211.016113
	Iteration 54Q: 3 clusters Score -4119320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4119319.750000 Penalty: 5211.016113
	Iteration 55F: 3 clusters Score -4119320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128150 members 
Entering Unmasked Estep 
Score: -14439168.000000 Penalty: 2916.717285
	Iteration 0F: 2 clusters Score -1.443917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -14353586.000000 Penalty: 5833.434570
	Iteration 0F: 3 clusters Score -1.435359e+07 nChanged 60870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -14388405.000000 Penalty: 5833.434570
	Iteration 1F: 3 clusters Score -1.43884e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -14389095.000000 Penalty: 5833.434570
	Iteration 2Q: 3 clusters Score -1.43891e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -14389900.000000 Penalty: 5833.434570
	Iteration 3Q: 3 clusters Score -1.43899e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -14390911.000000 Penalty: 5833.434570
	Iteration 4Q: 3 clusters Score -1.439091e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -14392048.000000 Penalty: 5833.434570
	Iteration 5Q: 3 clusters Score -1.439205e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -14393373.000000 Penalty: 5833.434570
	Iteration 6Q: 3 clusters Score -1.439337e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -14395016.000000 Penalty: 5833.434570
	Iteration 7Q: 3 clusters Score -1.439502e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -14397155.000000 Penalty: 5833.434570
	Iteration 8Q: 3 clusters Score -1.439716e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -14399494.000000 Penalty: 5833.434570
	Iteration 9Q: 3 clusters Score -1.439949e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -14401944.000000 Penalty: 5833.434570
	Iteration 10Q: 3 clusters Score -1.440194e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -14404218.000000 Penalty: 5833.434570
	Iteration 11Q: 3 clusters Score -1.440422e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -14406081.000000 Penalty: 5833.434570
	Iteration 12Q: 3 clusters Score -1.440608e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -14407328.000000 Penalty: 5833.434570
	Iteration 13Q: 3 clusters Score -1.440733e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -14408299.000000 Penalty: 5833.434570
	Iteration 14Q: 3 clusters Score -1.44083e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -14408932.000000 Penalty: 5833.434570
	Iteration 15Q: 3 clusters Score -1.440893e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -14409378.000000 Penalty: 5833.434570
	Iteration 16Q: 3 clusters Score -1.440938e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -14409919.000000 Penalty: 5833.434570
	Iteration 17Q: 3 clusters Score -1.440992e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -14410417.000000 Penalty: 5833.434570
	Iteration 18Q: 3 clusters Score -1.441042e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -14410960.000000 Penalty: 5833.434570
	Iteration 19Q: 3 clusters Score -1.441096e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -14411548.000000 Penalty: 5833.434570
	Iteration 20F: 3 clusters Score -1.441155e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -14412234.000000 Penalty: 5833.434570
	Iteration 21Q: 3 clusters Score -1.441223e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -14413082.000000 Penalty: 5833.434570
	Iteration 22Q: 3 clusters Score -1.441308e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -14414356.000000 Penalty: 5833.434570
	Iteration 23Q: 3 clusters Score -1.441436e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -14415688.000000 Penalty: 5833.434570
	Iteration 24Q: 3 clusters Score -1.441569e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -14417462.000000 Penalty: 5833.434570
	Iteration 25Q: 3 clusters Score -1.441746e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -14419650.000000 Penalty: 5833.434570
	Iteration 26Q: 3 clusters Score -1.441965e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -14422079.000000 Penalty: 5833.434570
	Iteration 27Q: 3 clusters Score -1.442208e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 101666 members 
Entering Unmasked Estep 
Score: -14424844.000000 Penalty: 5833.434570
	Iteration 28Q: 3 clusters Score -1.442484e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -14427438.000000 Penalty: 5833.434570
	Iteration 29Q: 3 clusters Score -1.442744e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 111555 members 
Entering Unmasked Estep 
Score: -14429909.000000 Penalty: 5833.434570
	Iteration 30Q: 3 clusters Score -1.442991e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 115435 members 
Entering Unmasked Estep 
Score: -14431707.000000 Penalty: 5833.434570
	Iteration 31Q: 3 clusters Score -1.443171e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 118452 members 
Entering Unmasked Estep 
Score: -14433119.000000 Penalty: 5833.434570
	Iteration 32Q: 3 clusters Score -1.443312e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 120722 members 
Entering Unmasked Estep 
Score: -14434170.000000 Penalty: 5833.434570
	Iteration 33Q: 3 clusters Score -1.443417e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 122438 members 
Entering Unmasked Estep 
Score: -14434963.000000 Penalty: 5833.434570
	Iteration 34Q: 3 clusters Score -1.443496e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 123634 members 
Entering Unmasked Estep 
Score: -14435469.000000 Penalty: 5833.434570
	Iteration 35Q: 3 clusters Score -1.443547e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 124440 members 
Entering Unmasked Estep 
Score: -14435780.000000 Penalty: 5833.434570
	Iteration 36Q: 3 clusters Score -1.443578e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 125021 members 
Entering Unmasked Estep 
Score: -14436073.000000 Penalty: 5833.434570
	Iteration 37Q: 3 clusters Score -1.443607e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -14436303.000000 Penalty: 5833.434570
	Iteration 38Q: 3 clusters Score -1.44363e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 125709 members 
Entering Unmasked Estep 
Score: -14436447.000000 Penalty: 5833.434570
	Iteration 39Q: 3 clusters Score -1.443645e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -14436535.000000 Penalty: 5833.434570
	Iteration 40F: 3 clusters Score -1.443654e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 126124 members 
Entering Unmasked Estep 
Score: -14436628.000000 Penalty: 5833.434570
	Iteration 41Q: 3 clusters Score -1.443663e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 126261 members 
Entering Unmasked Estep 
Score: -14436627.000000 Penalty: 5833.434570
	Iteration 42Q: 3 clusters Score -1.443663e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 126369 members 
Entering Unmasked Estep 
Score: -14436669.000000 Penalty: 5833.434570
	Iteration 43Q: 3 clusters Score -1.443667e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -14436724.000000 Penalty: 5833.434570
	Iteration 44Q: 3 clusters Score -1.443672e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 126547 members 
Entering Unmasked Estep 
Score: -14436767.000000 Penalty: 5833.434570
	Iteration 45Q: 3 clusters Score -1.443677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 126605 members 
Entering Unmasked Estep 
Score: -14436790.000000 Penalty: 5833.434570
	Iteration 46Q: 3 clusters Score -1.443679e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 126635 members 
Entering Unmasked Estep 
Score: -14436803.000000 Penalty: 5833.434570
	Iteration 47Q: 3 clusters Score -1.44368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 126660 members 
Entering Unmasked Estep 
Score: -14436809.000000 Penalty: 5833.434570
	Iteration 48Q: 3 clusters Score -1.443681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 126686 members 
Entering Unmasked Estep 
Score: -14436819.000000 Penalty: 5833.434570
	Iteration 49Q: 3 clusters Score -1.443682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 126716 members 
Entering Unmasked Estep 
Score: -14436846.000000 Penalty: 5833.434570
	Iteration 50Q: 3 clusters Score -1.443685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 126749 members 
Entering Unmasked Estep 
Score: -14436849.000000 Penalty: 5833.434570
	Iteration 51Q: 3 clusters Score -1.443685e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -14436858.000000 Penalty: 5833.434570
	Iteration 52Q: 3 clusters Score -1.443686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 126802 members 
Entering Unmasked Estep 
Score: -14436879.000000 Penalty: 5833.434570
	Iteration 53Q: 3 clusters Score -1.443688e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 126839 members 
Entering Unmasked Estep 
Score: -14436900.000000 Penalty: 5833.434570
	Iteration 54Q: 3 clusters Score -1.44369e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 126864 members 
Entering Unmasked Estep 
Score: -14436913.000000 Penalty: 5833.434570
	Iteration 55Q: 3 clusters Score -1.443691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 126876 members 
Entering Unmasked Estep 
Score: -14436915.000000 Penalty: 5833.434570
	Iteration 56Q: 3 clusters Score -1.443692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 126900 members 
Entering Unmasked Estep 
Score: -14436931.000000 Penalty: 5833.434570
	Iteration 57Q: 3 clusters Score -1.443693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -14436940.000000 Penalty: 5833.434570
	Iteration 58Q: 3 clusters Score -1.443694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 126918 members 
Entering Unmasked Estep 
Score: -14436934.000000 Penalty: 5833.434570
	Iteration 59Q: 3 clusters Score -1.443693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
Score: -14436938.000000 Penalty: 5833.434570
	Iteration 60F: 3 clusters Score -1.443694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -14436933.000000 Penalty: 5833.434570
	Iteration 61Q: 3 clusters Score -1.443693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -14436943.000000 Penalty: 5833.434570
	Iteration 62Q: 3 clusters Score -1.443694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 126936 members 
Entering Unmasked Estep 
Score: -14436940.000000 Penalty: 5833.434570
	Iteration 63Q: 3 clusters Score -1.443694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 126940 members 
Entering Unmasked Estep 
Score: -14436947.000000 Penalty: 5833.434570
	Iteration 64Q: 3 clusters Score -1.443695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 126945 members 
Entering Unmasked Estep 
Score: -14436952.000000 Penalty: 5833.434570
	Iteration 65Q: 3 clusters Score -1.443695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 126947 members 
Entering Unmasked Estep 
Score: -14436947.000000 Penalty: 5833.434570
	Iteration 66Q: 3 clusters Score -1.443695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 126948 members 
Entering Unmasked Estep 
Score: -14436951.000000 Penalty: 5833.434570
	Iteration 67Q: 3 clusters Score -1.443695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 126949 members 
Entering Unmasked Estep 
Score: -14436948.000000 Penalty: 5833.434570
	Iteration 68Q: 3 clusters Score -1.443695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 126952 members 
Entering Unmasked Estep 
Score: -14436947.000000 Penalty: 5833.434570
	Iteration 69Q: 3 clusters Score -1.443695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 126954 members 
Entering Unmasked Estep 
Score: -14436947.000000 Penalty: 5833.434570
	Iteration 70Q: 3 clusters Score -1.443695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 126955 members 
Entering Unmasked Estep 
Score: -14436944.000000 Penalty: 5833.434570
	Iteration 71Q: 3 clusters Score -1.443694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -14436952.000000 Penalty: 5833.434570
	Iteration 72Q: 3 clusters Score -1.443695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 126957 members 
Entering Unmasked Estep 
Score: -14436953.000000 Penalty: 5833.434570
	Iteration 73Q: 3 clusters Score -1.443695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -14436944.000000 Penalty: 5833.434570
	Iteration 74Q: 3 clusters Score -1.443694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 126959 members 
Entering Unmasked Estep 
Score: -14436937.000000 Penalty: 5833.434570
	Iteration 75Q: 3 clusters Score -1.443694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 126959 members 
Entering Unmasked Estep 
Score: -14436937.000000 Penalty: 5833.434570
	Iteration 76F: 3 clusters Score -1.443694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Entering Unmasked Estep 
Score: -2271877.750000 Penalty: 2474.680176
	Iteration 0F: 2 clusters Score -2271878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2256777.000000 Penalty: 4949.360352
	Iteration 0F: 3 clusters Score -2256777 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2262457.250000 Penalty: 4949.360352
	Iteration 1F: 3 clusters Score -2262457 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2263492.750000 Penalty: 4949.360352
	Iteration 2F: 3 clusters Score -2263493 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2264850.000000 Penalty: 4949.360352
	Iteration 3F: 3 clusters Score -2264850 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2266691.500000 Penalty: 4949.360352
	Iteration 4F: 3 clusters Score -2266692 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2268698.500000 Penalty: 4949.360352
	Iteration 5F: 3 clusters Score -2268698 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2270054.250000 Penalty: 4949.360352
	Iteration 6F: 3 clusters Score -2270054 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2270765.250000 Penalty: 4949.360352
	Iteration 7Q: 3 clusters Score -2270765 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2271146.500000 Penalty: 4949.360352
	Iteration 8Q: 3 clusters Score -2271146 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2271351.500000 Penalty: 4949.360352
	Iteration 9Q: 3 clusters Score -2271352 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2271476.500000 Penalty: 4949.360352
	Iteration 10Q: 3 clusters Score -2271476 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2271569.750000 Penalty: 4949.360352
	Iteration 11Q: 3 clusters Score -2271570 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2271635.500000 Penalty: 4949.360352
	Iteration 12Q: 3 clusters Score -2271636 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2271694.000000 Penalty: 4949.360352
	Iteration 13Q: 3 clusters Score -2271694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2271724.500000 Penalty: 4949.360352
	Iteration 14Q: 3 clusters Score -2271724 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2271753.000000 Penalty: 4949.360352
	Iteration 15Q: 3 clusters Score -2271753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2271774.000000 Penalty: 4949.360352
	Iteration 16Q: 3 clusters Score -2271774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2271792.750000 Penalty: 4949.360352
	Iteration 17Q: 3 clusters Score -2271793 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2271800.750000 Penalty: 4949.360352
	Iteration 18Q: 3 clusters Score -2271801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2271811.000000 Penalty: 4949.360352
	Iteration 19Q: 3 clusters Score -2271811 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2271816.000000 Penalty: 4949.360352
	Iteration 20F: 3 clusters Score -2271816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2271823.250000 Penalty: 4949.360352
	Iteration 21Q: 3 clusters Score -2271823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2271828.500000 Penalty: 4949.360352
	Iteration 22Q: 3 clusters Score -2271828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2271828.250000 Penalty: 4949.360352
	Iteration 23Q: 3 clusters Score -2271828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2271834.750000 Penalty: 4949.360352
	Iteration 24Q: 3 clusters Score -2271835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2271831.750000 Penalty: 4949.360352
	Iteration 25Q: 3 clusters Score -2271832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2271836.000000 Penalty: 4949.360352
	Iteration 26Q: 3 clusters Score -2271836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2271840.750000 Penalty: 4949.360352
	Iteration 27Q: 3 clusters Score -2271841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2271837.500000 Penalty: 4949.360352
	Iteration 28Q: 3 clusters Score -2271838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2271837.750000 Penalty: 4949.360352
	Iteration 29Q: 3 clusters Score -2271838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2271838.000000 Penalty: 4949.360352
	Iteration 30Q: 3 clusters Score -2271838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2271839.500000 Penalty: 4949.360352
	Iteration 31Q: 3 clusters Score -2271840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2271833.000000 Penalty: 4949.360352
	Iteration 32Q: 3 clusters Score -2271833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2271832.750000 Penalty: 4949.360352
	Iteration 33Q: 3 clusters Score -2271833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2271830.000000 Penalty: 4949.360352
	Iteration 34Q: 3 clusters Score -2271830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2271830.000000 Penalty: 4949.360352
	Iteration 35Q: 3 clusters Score -2271830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2271829.750000 Penalty: 4949.360352
	Iteration 36Q: 3 clusters Score -2271830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2271829.750000 Penalty: 4949.360352
	Iteration 37Q: 3 clusters Score -2271830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2271834.750000 Penalty: 4949.360352
	Iteration 38Q: 3 clusters Score -2271835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2271832.750000 Penalty: 4949.360352
	Iteration 39Q: 3 clusters Score -2271833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2271835.750000 Penalty: 4949.360352
	Iteration 40F: 3 clusters Score -2271836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2271835.000000 Penalty: 4949.360352
	Iteration 41Q: 3 clusters Score -2271835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2271839.250000 Penalty: 4949.360352
	Iteration 42Q: 3 clusters Score -2271839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2271834.750000 Penalty: 4949.360352
	Iteration 43Q: 3 clusters Score -2271835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2271837.250000 Penalty: 4949.360352
	Iteration 44Q: 3 clusters Score -2271837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2271834.500000 Penalty: 4949.360352
	Iteration 45Q: 3 clusters Score -2271834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2271833.250000 Penalty: 4949.360352
	Iteration 46Q: 3 clusters Score -2271833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2271836.750000 Penalty: 4949.360352
	Iteration 47Q: 3 clusters Score -2271837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2271837.250000 Penalty: 4949.360352
	Iteration 48Q: 3 clusters Score -2271837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2271834.000000 Penalty: 4949.360352
	Iteration 49Q: 3 clusters Score -2271834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2271834.250000 Penalty: 4949.360352
	Iteration 50Q: 3 clusters Score -2271834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2271833.750000 Penalty: 4949.360352
	Iteration 51Q: 3 clusters Score -2271834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2271834.250000 Penalty: 4949.360352
	Iteration 52Q: 3 clusters Score -2271834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2271834.250000 Penalty: 4949.360352
	Iteration 53F: 3 clusters Score -2271834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Entering Unmasked Estep 
Score: -2389509.000000 Penalty: 2463.828613
	Iteration 0F: 2 clusters Score -2389509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2375065.250000 Penalty: 4927.657227
	Iteration 0F: 3 clusters Score -2375065 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2380133.000000 Penalty: 4927.657227
	Iteration 1F: 3 clusters Score -2380133 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2380666.000000 Penalty: 4927.657227
	Iteration 2F: 3 clusters Score -2380666 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2381132.250000 Penalty: 4927.657227
	Iteration 3F: 3 clusters Score -2381132 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2381571.250000 Penalty: 4927.657227
	Iteration 4Q: 3 clusters Score -2381571 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2382006.000000 Penalty: 4927.657227
	Iteration 5Q: 3 clusters Score -2382006 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2382428.750000 Penalty: 4927.657227
	Iteration 6Q: 3 clusters Score -2382429 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2382944.500000 Penalty: 4927.657227
	Iteration 7Q: 3 clusters Score -2382944 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2383495.000000 Penalty: 4927.657227
	Iteration 8F: 3 clusters Score -2383495 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2384064.000000 Penalty: 4927.657227
	Iteration 9Q: 3 clusters Score -2384064 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2384630.250000 Penalty: 4927.657227
	Iteration 10Q: 3 clusters Score -2384630 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2385157.750000 Penalty: 4927.657227
	Iteration 11Q: 3 clusters Score -2385158 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2385622.000000 Penalty: 4927.657227
	Iteration 12Q: 3 clusters Score -2385622 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2385975.000000 Penalty: 4927.657227
	Iteration 13Q: 3 clusters Score -2385975 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2386261.250000 Penalty: 4927.657227
	Iteration 14Q: 3 clusters Score -2386261 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2386514.000000 Penalty: 4927.657227
	Iteration 15Q: 3 clusters Score -2386514 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2386725.500000 Penalty: 4927.657227
	Iteration 16Q: 3 clusters Score -2386726 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2386916.500000 Penalty: 4927.657227
	Iteration 17Q: 3 clusters Score -2386916 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2387077.000000 Penalty: 4927.657227
	Iteration 18Q: 3 clusters Score -2387077 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2387186.500000 Penalty: 4927.657227
	Iteration 19Q: 3 clusters Score -2387186 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2387282.500000 Penalty: 4927.657227
	Iteration 20F: 3 clusters Score -2387282 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2387362.500000 Penalty: 4927.657227
	Iteration 21Q: 3 clusters Score -2387362 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2387433.000000 Penalty: 4927.657227
	Iteration 22Q: 3 clusters Score -2387433 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2387501.750000 Penalty: 4927.657227
	Iteration 23Q: 3 clusters Score -2387502 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2387540.750000 Penalty: 4927.657227
	Iteration 24Q: 3 clusters Score -2387541 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2387582.500000 Penalty: 4927.657227
	Iteration 25Q: 3 clusters Score -2387582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2387596.250000 Penalty: 4927.657227
	Iteration 26Q: 3 clusters Score -2387596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2387615.750000 Penalty: 4927.657227
	Iteration 27Q: 3 clusters Score -2387616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2387625.750000 Penalty: 4927.657227
	Iteration 28Q: 3 clusters Score -2387626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2387635.750000 Penalty: 4927.657227
	Iteration 29Q: 3 clusters Score -2387636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2387646.500000 Penalty: 4927.657227
	Iteration 30Q: 3 clusters Score -2387646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2387655.000000 Penalty: 4927.657227
	Iteration 31Q: 3 clusters Score -2387655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2387657.000000 Penalty: 4927.657227
	Iteration 32Q: 3 clusters Score -2387657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2387659.000000 Penalty: 4927.657227
	Iteration 33Q: 3 clusters Score -2387659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2387668.000000 Penalty: 4927.657227
	Iteration 34Q: 3 clusters Score -2387668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2387663.750000 Penalty: 4927.657227
	Iteration 35Q: 3 clusters Score -2387664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2387667.750000 Penalty: 4927.657227
	Iteration 36Q: 3 clusters Score -2387668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2387672.250000 Penalty: 4927.657227
	Iteration 37Q: 3 clusters Score -2387672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2387667.500000 Penalty: 4927.657227
	Iteration 38Q: 3 clusters Score -2387668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2387672.000000 Penalty: 4927.657227
	Iteration 39Q: 3 clusters Score -2387672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2387669.500000 Penalty: 4927.657227
	Iteration 40F: 3 clusters Score -2387670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2387667.250000 Penalty: 4927.657227
	Iteration 41Q: 3 clusters Score -2387667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2387667.000000 Penalty: 4927.657227
	Iteration 42Q: 3 clusters Score -2387667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2387672.500000 Penalty: 4927.657227
	Iteration 43Q: 3 clusters Score -2387672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2387671.500000 Penalty: 4927.657227
	Iteration 44Q: 3 clusters Score -2387672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2387669.750000 Penalty: 4927.657227
	Iteration 45Q: 3 clusters Score -2387670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2387671.250000 Penalty: 4927.657227
	Iteration 46Q: 3 clusters Score -2387671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2387675.500000 Penalty: 4927.657227
	Iteration 47Q: 3 clusters Score -2387676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2387677.500000 Penalty: 4927.657227
	Iteration 48Q: 3 clusters Score -2387678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2387685.250000 Penalty: 4927.657227
	Iteration 49Q: 3 clusters Score -2387685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2387688.000000 Penalty: 4927.657227
	Iteration 50Q: 3 clusters Score -2387688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2387690.500000 Penalty: 4927.657227
	Iteration 51Q: 3 clusters Score -2387690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2387687.250000 Penalty: 4927.657227
	Iteration 52Q: 3 clusters Score -2387687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2387688.500000 Penalty: 4927.657227
	Iteration 53Q: 3 clusters Score -2387688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2387691.750000 Penalty: 4927.657227
	Iteration 54Q: 3 clusters Score -2387692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2387691.750000 Penalty: 4927.657227
	Iteration 55Q: 3 clusters Score -2387692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2387689.000000 Penalty: 4927.657227
	Iteration 56Q: 3 clusters Score -2387689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2387689.500000 Penalty: 4927.657227
	Iteration 57Q: 3 clusters Score -2387690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2387689.500000 Penalty: 4927.657227
	Iteration 58F: 3 clusters Score -2387690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -1033124.062500 Penalty: 2286.705811
	Iteration 0F: 2 clusters Score -1033124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1025441.187500 Penalty: 4573.411621
	Iteration 0F: 3 clusters Score -1025441 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1028156.625000 Penalty: 4573.411621
	Iteration 1F: 3 clusters Score -1028157 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1028906.750000 Penalty: 4573.411621
	Iteration 2F: 3 clusters Score -1028907 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1029577.000000 Penalty: 4573.411621
	Iteration 3F: 3 clusters Score -1029577 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1030134.375000 Penalty: 4573.411621
	Iteration 4F: 3 clusters Score -1030134 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1030583.062500 Penalty: 4573.411621
	Iteration 5F: 3 clusters Score -1030583 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1030862.062500 Penalty: 4573.411621
	Iteration 6Q: 3 clusters Score -1030862 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1031027.750000 Penalty: 4573.411621
	Iteration 7Q: 3 clusters Score -1031028 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1031161.437500 Penalty: 4573.411621
	Iteration 8Q: 3 clusters Score -1031161 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1031285.312500 Penalty: 4573.411621
	Iteration 9Q: 3 clusters Score -1031285 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1031370.625000 Penalty: 4573.411621
	Iteration 10Q: 3 clusters Score -1031371 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1031438.562500 Penalty: 4573.411621
	Iteration 11Q: 3 clusters Score -1031439 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1031491.687500 Penalty: 4573.411621
	Iteration 12Q: 3 clusters Score -1031492 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1031536.250000 Penalty: 4573.411621
	Iteration 13Q: 3 clusters Score -1031536 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1031562.125000 Penalty: 4573.411621
	Iteration 14Q: 3 clusters Score -1031562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1031581.937500 Penalty: 4573.411621
	Iteration 15Q: 3 clusters Score -1031582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1031605.187500 Penalty: 4573.411621
	Iteration 16Q: 3 clusters Score -1031605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1031619.812500 Penalty: 4573.411621
	Iteration 17Q: 3 clusters Score -1031620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1031629.562500 Penalty: 4573.411621
	Iteration 18Q: 3 clusters Score -1031630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1031644.187500 Penalty: 4573.411621
	Iteration 19Q: 3 clusters Score -1031644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1031656.312500 Penalty: 4573.411621
	Iteration 20F: 3 clusters Score -1031656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1031664.437500 Penalty: 4573.411621
	Iteration 21Q: 3 clusters Score -1031664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1031669.500000 Penalty: 4573.411621
	Iteration 22Q: 3 clusters Score -1031670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1031675.812500 Penalty: 4573.411621
	Iteration 23Q: 3 clusters Score -1031676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1031678.125000 Penalty: 4573.411621
	Iteration 24Q: 3 clusters Score -1031678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1031683.937500 Penalty: 4573.411621
	Iteration 25Q: 3 clusters Score -1031684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1031684.812500 Penalty: 4573.411621
	Iteration 26Q: 3 clusters Score -1031685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1031687.375000 Penalty: 4573.411621
	Iteration 27Q: 3 clusters Score -1031687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1031686.875000 Penalty: 4573.411621
	Iteration 28Q: 3 clusters Score -1031687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1031687.500000 Penalty: 4573.411621
	Iteration 29Q: 3 clusters Score -1031688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1031692.125000 Penalty: 4573.411621
	Iteration 30Q: 3 clusters Score -1031692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1031693.375000 Penalty: 4573.411621
	Iteration 31Q: 3 clusters Score -1031693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1031695.625000 Penalty: 4573.411621
	Iteration 32Q: 3 clusters Score -1031696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1031697.250000 Penalty: 4573.411621
	Iteration 33Q: 3 clusters Score -1031697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1031699.687500 Penalty: 4573.411621
	Iteration 34Q: 3 clusters Score -1031700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1031704.375000 Penalty: 4573.411621
	Iteration 35Q: 3 clusters Score -1031704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1031706.375000 Penalty: 4573.411621
	Iteration 36Q: 3 clusters Score -1031706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1031709.625000 Penalty: 4573.411621
	Iteration 37Q: 3 clusters Score -1031710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1031711.000000 Penalty: 4573.411621
	Iteration 38Q: 3 clusters Score -1031711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1031710.625000 Penalty: 4573.411621
	Iteration 39Q: 3 clusters Score -1031711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1031710.437500 Penalty: 4573.411621
	Iteration 40F: 3 clusters Score -1031710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1031710.875000 Penalty: 4573.411621
	Iteration 41Q: 3 clusters Score -1031711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1031713.375000 Penalty: 4573.411621
	Iteration 42Q: 3 clusters Score -1031713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1031711.812500 Penalty: 4573.411621
	Iteration 43Q: 3 clusters Score -1031712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1031710.500000 Penalty: 4573.411621
	Iteration 44Q: 3 clusters Score -1031710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1031712.875000 Penalty: 4573.411621
	Iteration 45Q: 3 clusters Score -1031713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1031714.500000 Penalty: 4573.411621
	Iteration 46Q: 3 clusters Score -1031714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1031716.312500 Penalty: 4573.411621
	Iteration 47Q: 3 clusters Score -1031716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1031716.000000 Penalty: 4573.411621
	Iteration 48Q: 3 clusters Score -1031716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1031717.500000 Penalty: 4573.411621
	Iteration 49Q: 3 clusters Score -1031718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1031717.500000 Penalty: 4573.411621
	Iteration 50F: 3 clusters Score -1031718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -718180.500000 Penalty: 2175.030273
	Iteration 0F: 2 clusters Score -718180.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -712684.125000 Penalty: 4350.060547
	Iteration 0F: 3 clusters Score -712684.1 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -714029.937500 Penalty: 4350.060547
	Iteration 1F: 3 clusters Score -714029.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -714337.875000 Penalty: 4350.060547
	Iteration 2F: 3 clusters Score -714337.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -714567.500000 Penalty: 4350.060547
	Iteration 3F: 3 clusters Score -714567.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -714766.375000 Penalty: 4350.060547
	Iteration 4Q: 3 clusters Score -714766.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -714902.437500 Penalty: 4350.060547
	Iteration 5Q: 3 clusters Score -714902.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -715014.000000 Penalty: 4350.060547
	Iteration 6Q: 3 clusters Score -715014 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -715126.750000 Penalty: 4350.060547
	Iteration 7Q: 3 clusters Score -715126.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -715264.875000 Penalty: 4350.060547
	Iteration 8Q: 3 clusters Score -715264.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -715410.312500 Penalty: 4350.060547
	Iteration 9Q: 3 clusters Score -715410.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -715536.375000 Penalty: 4350.060547
	Iteration 10Q: 3 clusters Score -715536.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -715654.875000 Penalty: 4350.060547
	Iteration 11Q: 3 clusters Score -715654.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -715768.687500 Penalty: 4350.060547
	Iteration 12Q: 3 clusters Score -715768.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -715864.312500 Penalty: 4350.060547
	Iteration 13Q: 3 clusters Score -715864.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -715940.187500 Penalty: 4350.060547
	Iteration 14Q: 3 clusters Score -715940.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -716009.125000 Penalty: 4350.060547
	Iteration 15Q: 3 clusters Score -716009.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -716080.187500 Penalty: 4350.060547
	Iteration 16Q: 3 clusters Score -716080.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -716143.125000 Penalty: 4350.060547
	Iteration 17Q: 3 clusters Score -716143.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -716186.000000 Penalty: 4350.060547
	Iteration 18Q: 3 clusters Score -716186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -716224.875000 Penalty: 4350.060547
	Iteration 19Q: 3 clusters Score -716224.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -716245.187500 Penalty: 4350.060547
	Iteration 20F: 3 clusters Score -716245.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -716256.375000 Penalty: 4350.060547
	Iteration 21Q: 3 clusters Score -716256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -716263.250000 Penalty: 4350.060547
	Iteration 22Q: 3 clusters Score -716263.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -716272.875000 Penalty: 4350.060547
	Iteration 23Q: 3 clusters Score -716272.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -716282.812500 Penalty: 4350.060547
	Iteration 24Q: 3 clusters Score -716282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -716291.687500 Penalty: 4350.060547
	Iteration 25Q: 3 clusters Score -716291.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -716297.437500 Penalty: 4350.060547
	Iteration 26Q: 3 clusters Score -716297.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -716308.812500 Penalty: 4350.060547
	Iteration 27Q: 3 clusters Score -716308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -716318.812500 Penalty: 4350.060547
	Iteration 28Q: 3 clusters Score -716318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -716324.937500 Penalty: 4350.060547
	Iteration 29Q: 3 clusters Score -716324.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -716337.687500 Penalty: 4350.060547
	Iteration 30Q: 3 clusters Score -716337.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -716349.750000 Penalty: 4350.060547
	Iteration 31Q: 3 clusters Score -716349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -716358.500000 Penalty: 4350.060547
	Iteration 32Q: 3 clusters Score -716358.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -716365.750000 Penalty: 4350.060547
	Iteration 33Q: 3 clusters Score -716365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -716370.750000 Penalty: 4350.060547
	Iteration 34Q: 3 clusters Score -716370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -716374.687500 Penalty: 4350.060547
	Iteration 35Q: 3 clusters Score -716374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -716378.437500 Penalty: 4350.060547
	Iteration 36Q: 3 clusters Score -716378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -716378.250000 Penalty: 4350.060547
	Iteration 37Q: 3 clusters Score -716378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -716378.250000 Penalty: 4350.060547
	Iteration 38F: 3 clusters Score -716378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -384064.843750 Penalty: 2080.786621
	Iteration 0F: 2 clusters Score -384064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -379987.718750 Penalty: 4161.573242
	Iteration 0F: 3 clusters Score -379987.7 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -381194.843750 Penalty: 4161.573242
	Iteration 1F: 3 clusters Score -381194.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -381634.343750 Penalty: 4161.573242
	Iteration 2F: 3 clusters Score -381634.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -381953.218750 Penalty: 4161.573242
	Iteration 3F: 3 clusters Score -381953.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -382210.625000 Penalty: 4161.573242
	Iteration 4F: 3 clusters Score -382210.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -382378.781250 Penalty: 4161.573242
	Iteration 5Q: 3 clusters Score -382378.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -382493.093750 Penalty: 4161.573242
	Iteration 6Q: 3 clusters Score -382493.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -382564.812500 Penalty: 4161.573242
	Iteration 7Q: 3 clusters Score -382564.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -382628.250000 Penalty: 4161.573242
	Iteration 8Q: 3 clusters Score -382628.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -382701.187500 Penalty: 4161.573242
	Iteration 9Q: 3 clusters Score -382701.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -382765.843750 Penalty: 4161.573242
	Iteration 10Q: 3 clusters Score -382765.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -382813.125000 Penalty: 4161.573242
	Iteration 11Q: 3 clusters Score -382813.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -382851.218750 Penalty: 4161.573242
	Iteration 12Q: 3 clusters Score -382851.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -382883.687500 Penalty: 4161.573242
	Iteration 13Q: 3 clusters Score -382883.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -382910.656250 Penalty: 4161.573242
	Iteration 14Q: 3 clusters Score -382910.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -382936.250000 Penalty: 4161.573242
	Iteration 15Q: 3 clusters Score -382936.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -382960.500000 Penalty: 4161.573242
	Iteration 16Q: 3 clusters Score -382960.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -382976.250000 Penalty: 4161.573242
	Iteration 17Q: 3 clusters Score -382976.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -382988.625000 Penalty: 4161.573242
	Iteration 18Q: 3 clusters Score -382988.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -382997.000000 Penalty: 4161.573242
	Iteration 19Q: 3 clusters Score -382997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -383002.750000 Penalty: 4161.573242
	Iteration 20F: 3 clusters Score -383002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -383006.625000 Penalty: 4161.573242
	Iteration 21Q: 3 clusters Score -383006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -383011.906250 Penalty: 4161.573242
	Iteration 22Q: 3 clusters Score -383011.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -383018.062500 Penalty: 4161.573242
	Iteration 23Q: 3 clusters Score -383018.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -383021.125000 Penalty: 4161.573242
	Iteration 24Q: 3 clusters Score -383021.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -383022.937500 Penalty: 4161.573242
	Iteration 25Q: 3 clusters Score -383022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -383024.812500 Penalty: 4161.573242
	Iteration 26Q: 3 clusters Score -383024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -383027.281250 Penalty: 4161.573242
	Iteration 27Q: 3 clusters Score -383027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -383030.875000 Penalty: 4161.573242
	Iteration 28Q: 3 clusters Score -383030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -383030.750000 Penalty: 4161.573242
	Iteration 29Q: 3 clusters Score -383030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -383031.468750 Penalty: 4161.573242
	Iteration 30Q: 3 clusters Score -383031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -383031.875000 Penalty: 4161.573242
	Iteration 31Q: 3 clusters Score -383031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -383034.031250 Penalty: 4161.573242
	Iteration 32Q: 3 clusters Score -383034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -383035.500000 Penalty: 4161.573242
	Iteration 33Q: 3 clusters Score -383035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -383036.750000 Penalty: 4161.573242
	Iteration 34Q: 3 clusters Score -383036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -383037.031250 Penalty: 4161.573242
	Iteration 35Q: 3 clusters Score -383037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -383037.156250 Penalty: 4161.573242
	Iteration 36Q: 3 clusters Score -383037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -383037.156250 Penalty: 4161.573242
	Iteration 37F: 3 clusters Score -383037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -320902.500000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -320902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -317651.531250 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -317651.5 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -318361.500000 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -318361.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -318525.906250 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -318525.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -318602.812500 Penalty: 3974.453857
	Iteration 3Q: 3 clusters Score -318602.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -318659.656250 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -318659.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -318711.218750 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -318711.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -318747.437500 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -318747.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -318778.437500 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -318778.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -318808.562500 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -318808.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -318849.531250 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -318849.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -318889.062500 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -318889.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -318936.468750 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -318936.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -318985.000000 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -318985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -319027.812500 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -319027.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -319086.687500 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -319086.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -319152.437500 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -319152.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -319227.750000 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -319227.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -319275.906250 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -319275.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -319316.687500 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -319316.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -319346.187500 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -319346.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -319387.000000 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -319387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -319416.000000 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -319416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -319439.093750 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -319439.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -319447.500000 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -319447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -319452.062500 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -319452.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -319463.250000 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -319463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -319465.000000 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -319465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -319468.500000 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -319468.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -319476.468750 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -319476.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -319481.406250 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -319481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -319482.187500 Penalty: 3974.453857
	Iteration 30Q: 3 clusters Score -319482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -319484.031250 Penalty: 3974.453857
	Iteration 31Q: 3 clusters Score -319484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -319485.906250 Penalty: 3974.453857
	Iteration 32Q: 3 clusters Score -319485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -319490.343750 Penalty: 3974.453857
	Iteration 33Q: 3 clusters Score -319490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -319491.906250 Penalty: 3974.453857
	Iteration 34Q: 3 clusters Score -319491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -319492.718750 Penalty: 3974.453857
	Iteration 35Q: 3 clusters Score -319492.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -319492.718750 Penalty: 3974.453857
	Iteration 36F: 3 clusters Score -319492.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -716211.000000 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -716211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -710823.562500 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -710823.6 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -712177.812500 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -712177.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -712393.375000 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -712393.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -712530.687500 Penalty: 4351.061035
	Iteration 3Q: 3 clusters Score -712530.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -712629.125000 Penalty: 4351.061035
	Iteration 4Q: 3 clusters Score -712629.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -712702.125000 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -712702.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -712770.187500 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -712770.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -712825.687500 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -712825.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -712877.625000 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -712877.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -712923.437500 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -712923.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -712969.625000 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -712969.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -713007.937500 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -713007.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -713046.062500 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -713046.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -713092.062500 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -713092.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -713148.062500 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -713148.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -713217.562500 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -713217.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -713310.375000 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -713310.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -713403.437500 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -713403.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -713492.875000 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -713492.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -713592.312500 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -713592.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -713684.125000 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -713684.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -713785.250000 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -713785.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -713867.312500 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -713867.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -713927.125000 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -713927.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -713981.562500 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -713981.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -714034.750000 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -714034.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -714067.000000 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -714067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -714092.312500 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -714092.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -714124.750000 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -714124.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -714152.500000 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -714152.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -714167.312500 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -714167.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -714183.875000 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -714183.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -714199.687500 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -714199.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -714213.000000 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -714213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -714223.312500 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -714223.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -714238.375000 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -714238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -714251.437500 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -714251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -714255.625000 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -714255.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -714264.937500 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -714264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -714271.250000 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -714271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -714274.687500 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -714274.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -714277.187500 Penalty: 4351.061035
	Iteration 41Q: 3 clusters Score -714277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -714281.750000 Penalty: 4351.061035
	Iteration 42Q: 3 clusters Score -714281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -714286.750000 Penalty: 4351.061035
	Iteration 43Q: 3 clusters Score -714286.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -714298.562500 Penalty: 4351.061035
	Iteration 44Q: 3 clusters Score -714298.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -714304.125000 Penalty: 4351.061035
	Iteration 45Q: 3 clusters Score -714304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -714308.750000 Penalty: 4351.061035
	Iteration 46Q: 3 clusters Score -714308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -714316.312500 Penalty: 4351.061035
	Iteration 47Q: 3 clusters Score -714316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -714319.187500 Penalty: 4351.061035
	Iteration 48Q: 3 clusters Score -714319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -714321.437500 Penalty: 4351.061035
	Iteration 49Q: 3 clusters Score -714321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -714322.437500 Penalty: 4351.061035
	Iteration 50Q: 3 clusters Score -714322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -714326.375000 Penalty: 4351.061035
	Iteration 51Q: 3 clusters Score -714326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -714326.875000 Penalty: 4351.061035
	Iteration 52Q: 3 clusters Score -714326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -714326.937500 Penalty: 4351.061035
	Iteration 53Q: 3 clusters Score -714326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -714326.937500 Penalty: 4351.061035
	Iteration 54F: 3 clusters Score -714326.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Entering Unmasked Estep 
Score: -821444.375000 Penalty: 2227.332275
	Iteration 0F: 2 clusters Score -821444.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -815060.562500 Penalty: 4454.664551
	Iteration 0F: 3 clusters Score -815060.6 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -816948.125000 Penalty: 4454.664551
	Iteration 1F: 3 clusters Score -816948.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -817258.875000 Penalty: 4454.664551
	Iteration 2F: 3 clusters Score -817258.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -817481.875000 Penalty: 4454.664551
	Iteration 3F: 3 clusters Score -817481.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -817649.937500 Penalty: 4454.664551
	Iteration 4Q: 3 clusters Score -817649.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -817804.875000 Penalty: 4454.664551
	Iteration 5Q: 3 clusters Score -817804.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -817987.562500 Penalty: 4454.664551
	Iteration 6Q: 3 clusters Score -817987.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -818166.375000 Penalty: 4454.664551
	Iteration 7Q: 3 clusters Score -818166.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -818310.375000 Penalty: 4454.664551
	Iteration 8Q: 3 clusters Score -818310.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -818423.000000 Penalty: 4454.664551
	Iteration 9Q: 3 clusters Score -818423 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -818534.437500 Penalty: 4454.664551
	Iteration 10Q: 3 clusters Score -818534.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -818652.875000 Penalty: 4454.664551
	Iteration 11Q: 3 clusters Score -818652.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -818770.000000 Penalty: 4454.664551
	Iteration 12Q: 3 clusters Score -818770 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -818868.500000 Penalty: 4454.664551
	Iteration 13Q: 3 clusters Score -818868.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -818951.062500 Penalty: 4454.664551
	Iteration 14Q: 3 clusters Score -818951.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -819012.375000 Penalty: 4454.664551
	Iteration 15Q: 3 clusters Score -819012.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -819062.937500 Penalty: 4454.664551
	Iteration 16Q: 3 clusters Score -819062.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -819099.875000 Penalty: 4454.664551
	Iteration 17Q: 3 clusters Score -819099.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -819126.062500 Penalty: 4454.664551
	Iteration 18Q: 3 clusters Score -819126.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -819142.625000 Penalty: 4454.664551
	Iteration 19Q: 3 clusters Score -819142.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -819166.875000 Penalty: 4454.664551
	Iteration 20F: 3 clusters Score -819166.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -819184.812500 Penalty: 4454.664551
	Iteration 21Q: 3 clusters Score -819184.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -819202.187500 Penalty: 4454.664551
	Iteration 22Q: 3 clusters Score -819202.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -819214.062500 Penalty: 4454.664551
	Iteration 23Q: 3 clusters Score -819214.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -819221.750000 Penalty: 4454.664551
	Iteration 24Q: 3 clusters Score -819221.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -819232.125000 Penalty: 4454.664551
	Iteration 25Q: 3 clusters Score -819232.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -819238.562500 Penalty: 4454.664551
	Iteration 26Q: 3 clusters Score -819238.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -819242.312500 Penalty: 4454.664551
	Iteration 27Q: 3 clusters Score -819242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -819246.375000 Penalty: 4454.664551
	Iteration 28Q: 3 clusters Score -819246.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -819249.875000 Penalty: 4454.664551
	Iteration 29Q: 3 clusters Score -819249.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -819252.875000 Penalty: 4454.664551
	Iteration 30Q: 3 clusters Score -819252.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -819257.562500 Penalty: 4454.664551
	Iteration 31Q: 3 clusters Score -819257.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -819262.875000 Penalty: 4454.664551
	Iteration 32Q: 3 clusters Score -819262.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -819265.750000 Penalty: 4454.664551
	Iteration 33Q: 3 clusters Score -819265.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -819270.875000 Penalty: 4454.664551
	Iteration 34Q: 3 clusters Score -819270.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -819273.562500 Penalty: 4454.664551
	Iteration 35Q: 3 clusters Score -819273.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -819274.062500 Penalty: 4454.664551
	Iteration 36Q: 3 clusters Score -819274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -819275.812500 Penalty: 4454.664551
	Iteration 37Q: 3 clusters Score -819275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -819277.187500 Penalty: 4454.664551
	Iteration 38Q: 3 clusters Score -819277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -819277.875000 Penalty: 4454.664551
	Iteration 39Q: 3 clusters Score -819277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -819279.187500 Penalty: 4454.664551
	Iteration 40F: 3 clusters Score -819279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -819280.062500 Penalty: 4454.664551
	Iteration 41Q: 3 clusters Score -819280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -819281.687500 Penalty: 4454.664551
	Iteration 42Q: 3 clusters Score -819281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -819280.875000 Penalty: 4454.664551
	Iteration 43Q: 3 clusters Score -819280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -819282.750000 Penalty: 4454.664551
	Iteration 44Q: 3 clusters Score -819282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -819285.375000 Penalty: 4454.664551
	Iteration 45Q: 3 clusters Score -819285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -819288.625000 Penalty: 4454.664551
	Iteration 46Q: 3 clusters Score -819288.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -819291.625000 Penalty: 4454.664551
	Iteration 47Q: 3 clusters Score -819291.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -819297.937500 Penalty: 4454.664551
	Iteration 48Q: 3 clusters Score -819297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -819302.062500 Penalty: 4454.664551
	Iteration 49Q: 3 clusters Score -819302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -819304.687500 Penalty: 4454.664551
	Iteration 50Q: 3 clusters Score -819304.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -819305.312500 Penalty: 4454.664551
	Iteration 51Q: 3 clusters Score -819305.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -819307.812500 Penalty: 4454.664551
	Iteration 52Q: 3 clusters Score -819307.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -819310.687500 Penalty: 4454.664551
	Iteration 53Q: 3 clusters Score -819310.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -819315.562500 Penalty: 4454.664551
	Iteration 54Q: 3 clusters Score -819315.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -819317.937500 Penalty: 4454.664551
	Iteration 55Q: 3 clusters Score -819317.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -819320.625000 Penalty: 4454.664551
	Iteration 56Q: 3 clusters Score -819320.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -819323.750000 Penalty: 4454.664551
	Iteration 57Q: 3 clusters Score -819323.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -819326.875000 Penalty: 4454.664551
	Iteration 58Q: 3 clusters Score -819326.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -819333.062500 Penalty: 4454.664551
	Iteration 59Q: 3 clusters Score -819333.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -819337.812500 Penalty: 4454.664551
	Iteration 60F: 3 clusters Score -819337.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -819345.937500 Penalty: 4454.664551
	Iteration 61Q: 3 clusters Score -819345.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -819353.812500 Penalty: 4454.664551
	Iteration 62Q: 3 clusters Score -819353.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -819358.562500 Penalty: 4454.664551
	Iteration 63Q: 3 clusters Score -819358.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -819368.125000 Penalty: 4454.664551
	Iteration 64Q: 3 clusters Score -819368.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -819372.937500 Penalty: 4454.664551
	Iteration 65Q: 3 clusters Score -819372.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -819383.125000 Penalty: 4454.664551
	Iteration 66Q: 3 clusters Score -819383.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -819391.187500 Penalty: 4454.664551
	Iteration 67Q: 3 clusters Score -819391.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -819396.625000 Penalty: 4454.664551
	Iteration 68Q: 3 clusters Score -819396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -819398.312500 Penalty: 4454.664551
	Iteration 69Q: 3 clusters Score -819398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -819400.937500 Penalty: 4454.664551
	Iteration 70Q: 3 clusters Score -819400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -819400.500000 Penalty: 4454.664551
	Iteration 71Q: 3 clusters Score -819400.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -819405.000000 Penalty: 4454.664551
	Iteration 72Q: 3 clusters Score -819405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -819408.562500 Penalty: 4454.664551
	Iteration 73Q: 3 clusters Score -819408.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -819411.500000 Penalty: 4454.664551
	Iteration 74Q: 3 clusters Score -819411.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -819417.687500 Penalty: 4454.664551
	Iteration 75Q: 3 clusters Score -819417.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -819419.500000 Penalty: 4454.664551
	Iteration 76Q: 3 clusters Score -819419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -819420.812500 Penalty: 4454.664551
	Iteration 77Q: 3 clusters Score -819420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -819423.562500 Penalty: 4454.664551
	Iteration 78Q: 3 clusters Score -819423.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -819427.187500 Penalty: 4454.664551
	Iteration 79Q: 3 clusters Score -819427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -819426.250000 Penalty: 4454.664551
	Iteration 80F: 3 clusters Score -819426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -819427.062500 Penalty: 4454.664551
	Iteration 81Q: 3 clusters Score -819427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -819426.937500 Penalty: 4454.664551
	Iteration 82Q: 3 clusters Score -819426.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -819430.500000 Penalty: 4454.664551
	Iteration 83Q: 3 clusters Score -819430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -819432.125000 Penalty: 4454.664551
	Iteration 84Q: 3 clusters Score -819432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -819431.625000 Penalty: 4454.664551
	Iteration 85Q: 3 clusters Score -819431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -819432.500000 Penalty: 4454.664551
	Iteration 86Q: 3 clusters Score -819432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -819433.125000 Penalty: 4454.664551
	Iteration 87Q: 3 clusters Score -819433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -819433.125000 Penalty: 4454.664551
	Iteration 88F: 3 clusters Score -819433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Entering Unmasked Estep 
Score: -1267593.875000 Penalty: 2318.825439
	Iteration 0F: 2 clusters Score -1267594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1258945.875000 Penalty: 4637.650879
	Iteration 0F: 3 clusters Score -1258946 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1261468.750000 Penalty: 4637.650879
	Iteration 1F: 3 clusters Score -1261469 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1261778.125000 Penalty: 4637.650879
	Iteration 2F: 3 clusters Score -1261778 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1262053.125000 Penalty: 4637.650879
	Iteration 3Q: 3 clusters Score -1262053 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1262387.000000 Penalty: 4637.650879
	Iteration 4Q: 3 clusters Score -1262387 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1262791.250000 Penalty: 4637.650879
	Iteration 5F: 3 clusters Score -1262791 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1263222.125000 Penalty: 4637.650879
	Iteration 6F: 3 clusters Score -1263222 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1263682.500000 Penalty: 4637.650879
	Iteration 7F: 3 clusters Score -1263682 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1264157.875000 Penalty: 4637.650879
	Iteration 8F: 3 clusters Score -1264158 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1264636.125000 Penalty: 4637.650879
	Iteration 9F: 3 clusters Score -1264636 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1265045.125000 Penalty: 4637.650879
	Iteration 10Q: 3 clusters Score -1265045 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1265381.875000 Penalty: 4637.650879
	Iteration 11Q: 3 clusters Score -1265382 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1265638.125000 Penalty: 4637.650879
	Iteration 12Q: 3 clusters Score -1265638 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1265814.375000 Penalty: 4637.650879
	Iteration 13Q: 3 clusters Score -1265814 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1265954.625000 Penalty: 4637.650879
	Iteration 14Q: 3 clusters Score -1265955 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1266061.000000 Penalty: 4637.650879
	Iteration 15Q: 3 clusters Score -1266061 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1266135.500000 Penalty: 4637.650879
	Iteration 16Q: 3 clusters Score -1266136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1266177.375000 Penalty: 4637.650879
	Iteration 17Q: 3 clusters Score -1266177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1266216.625000 Penalty: 4637.650879
	Iteration 18Q: 3 clusters Score -1266217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1266246.750000 Penalty: 4637.650879
	Iteration 19Q: 3 clusters Score -1266247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1266256.375000 Penalty: 4637.650879
	Iteration 20F: 3 clusters Score -1266256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1266265.625000 Penalty: 4637.650879
	Iteration 21Q: 3 clusters Score -1266266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1266270.000000 Penalty: 4637.650879
	Iteration 22Q: 3 clusters Score -1266270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1266272.500000 Penalty: 4637.650879
	Iteration 23Q: 3 clusters Score -1266272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1266281.125000 Penalty: 4637.650879
	Iteration 24Q: 3 clusters Score -1266281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1266283.000000 Penalty: 4637.650879
	Iteration 25Q: 3 clusters Score -1266283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1266286.000000 Penalty: 4637.650879
	Iteration 26Q: 3 clusters Score -1266286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1266286.000000 Penalty: 4637.650879
	Iteration 27Q: 3 clusters Score -1266286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1266287.000000 Penalty: 4637.650879
	Iteration 28Q: 3 clusters Score -1266287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1266288.750000 Penalty: 4637.650879
	Iteration 29Q: 3 clusters Score -1266289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1266288.750000 Penalty: 4637.650879
	Iteration 30F: 3 clusters Score -1266289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Entering Unmasked Estep 
Score: -1110873.500000 Penalty: 2291.326416
	Iteration 0F: 2 clusters Score -1110874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1102980.000000 Penalty: 4582.652832
	Iteration 0F: 3 clusters Score -1102980 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1105352.500000 Penalty: 4582.652832
	Iteration 1F: 3 clusters Score -1105352 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1105809.375000 Penalty: 4582.652832
	Iteration 2F: 3 clusters Score -1105809 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1106279.000000 Penalty: 4582.652832
	Iteration 3F: 3 clusters Score -1106279 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1106722.625000 Penalty: 4582.652832
	Iteration 4F: 3 clusters Score -1106723 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1107117.750000 Penalty: 4582.652832
	Iteration 5F: 3 clusters Score -1107118 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1107482.000000 Penalty: 4582.652832
	Iteration 6F: 3 clusters Score -1107482 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1107766.125000 Penalty: 4582.652832
	Iteration 7Q: 3 clusters Score -1107766 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1108012.750000 Penalty: 4582.652832
	Iteration 8Q: 3 clusters Score -1108013 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1108199.125000 Penalty: 4582.652832
	Iteration 9Q: 3 clusters Score -1108199 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1108342.500000 Penalty: 4582.652832
	Iteration 10Q: 3 clusters Score -1108342 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1108474.500000 Penalty: 4582.652832
	Iteration 11Q: 3 clusters Score -1108474 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1108566.375000 Penalty: 4582.652832
	Iteration 12Q: 3 clusters Score -1108566 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1108641.875000 Penalty: 4582.652832
	Iteration 13Q: 3 clusters Score -1108642 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1108704.125000 Penalty: 4582.652832
	Iteration 14Q: 3 clusters Score -1108704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1108747.375000 Penalty: 4582.652832
	Iteration 15Q: 3 clusters Score -1108747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1108787.500000 Penalty: 4582.652832
	Iteration 16Q: 3 clusters Score -1108788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1108810.500000 Penalty: 4582.652832
	Iteration 17Q: 3 clusters Score -1108810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1108823.125000 Penalty: 4582.652832
	Iteration 18Q: 3 clusters Score -1108823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1108831.625000 Penalty: 4582.652832
	Iteration 19Q: 3 clusters Score -1108832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1108840.375000 Penalty: 4582.652832
	Iteration 20F: 3 clusters Score -1108840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1108847.500000 Penalty: 4582.652832
	Iteration 21Q: 3 clusters Score -1108848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1108867.125000 Penalty: 4582.652832
	Iteration 22Q: 3 clusters Score -1108867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1108881.625000 Penalty: 4582.652832
	Iteration 23Q: 3 clusters Score -1108882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1108893.250000 Penalty: 4582.652832
	Iteration 24Q: 3 clusters Score -1108893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1108901.375000 Penalty: 4582.652832
	Iteration 25Q: 3 clusters Score -1108901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1108910.625000 Penalty: 4582.652832
	Iteration 26Q: 3 clusters Score -1108911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1108922.125000 Penalty: 4582.652832
	Iteration 27Q: 3 clusters Score -1108922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1108932.250000 Penalty: 4582.652832
	Iteration 28Q: 3 clusters Score -1108932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1108938.125000 Penalty: 4582.652832
	Iteration 29Q: 3 clusters Score -1108938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1108944.500000 Penalty: 4582.652832
	Iteration 30Q: 3 clusters Score -1108944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1108948.125000 Penalty: 4582.652832
	Iteration 31Q: 3 clusters Score -1108948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1108954.500000 Penalty: 4582.652832
	Iteration 32Q: 3 clusters Score -1108954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1108959.000000 Penalty: 4582.652832
	Iteration 33Q: 3 clusters Score -1108959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1108963.250000 Penalty: 4582.652832
	Iteration 34Q: 3 clusters Score -1108963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1108971.875000 Penalty: 4582.652832
	Iteration 35Q: 3 clusters Score -1108972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1108976.750000 Penalty: 4582.652832
	Iteration 36Q: 3 clusters Score -1108977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1108985.000000 Penalty: 4582.652832
	Iteration 37Q: 3 clusters Score -1108985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1108989.375000 Penalty: 4582.652832
	Iteration 38Q: 3 clusters Score -1108989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1109005.500000 Penalty: 4582.652832
	Iteration 39Q: 3 clusters Score -1109006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1109017.375000 Penalty: 4582.652832
	Iteration 40F: 3 clusters Score -1109017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1109024.000000 Penalty: 4582.652832
	Iteration 41Q: 3 clusters Score -1109024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1109034.500000 Penalty: 4582.652832
	Iteration 42Q: 3 clusters Score -1109034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1109048.125000 Penalty: 4582.652832
	Iteration 43Q: 3 clusters Score -1109048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1109055.000000 Penalty: 4582.652832
	Iteration 44Q: 3 clusters Score -1109055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1109059.500000 Penalty: 4582.652832
	Iteration 45Q: 3 clusters Score -1109060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1109063.000000 Penalty: 4582.652832
	Iteration 46Q: 3 clusters Score -1109063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1109066.500000 Penalty: 4582.652832
	Iteration 47Q: 3 clusters Score -1109066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1109070.000000 Penalty: 4582.652832
	Iteration 48Q: 3 clusters Score -1109070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1109075.750000 Penalty: 4582.652832
	Iteration 49Q: 3 clusters Score -1109076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1109082.000000 Penalty: 4582.652832
	Iteration 50Q: 3 clusters Score -1109082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1109087.750000 Penalty: 4582.652832
	Iteration 51Q: 3 clusters Score -1109088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1109091.875000 Penalty: 4582.652832
	Iteration 52Q: 3 clusters Score -1109092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1109093.750000 Penalty: 4582.652832
	Iteration 53Q: 3 clusters Score -1109094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1109095.500000 Penalty: 4582.652832
	Iteration 54Q: 3 clusters Score -1109096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1109098.125000 Penalty: 4582.652832
	Iteration 55Q: 3 clusters Score -1109098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1109099.000000 Penalty: 4582.652832
	Iteration 56Q: 3 clusters Score -1109099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1109100.375000 Penalty: 4582.652832
	Iteration 57Q: 3 clusters Score -1109100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1109102.250000 Penalty: 4582.652832
	Iteration 58Q: 3 clusters Score -1109102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1109104.250000 Penalty: 4582.652832
	Iteration 59Q: 3 clusters Score -1109104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1109105.875000 Penalty: 4582.652832
	Iteration 60F: 3 clusters Score -1109106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1109107.375000 Penalty: 4582.652832
	Iteration 61Q: 3 clusters Score -1109107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1109107.750000 Penalty: 4582.652832
	Iteration 62Q: 3 clusters Score -1109108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1109107.375000 Penalty: 4582.652832
	Iteration 63Q: 3 clusters Score -1109107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1109107.375000 Penalty: 4582.652832
	Iteration 64F: 3 clusters Score -1109107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -472390.375000 Penalty: 2084.863770
	Iteration 0F: 2 clusters Score -472390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -468199.343750 Penalty: 4169.727539
	Iteration 0F: 3 clusters Score -468199.3 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -469232.500000 Penalty: 4169.727539
	Iteration 1F: 3 clusters Score -469232.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -469478.218750 Penalty: 4169.727539
	Iteration 2F: 3 clusters Score -469478.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -469627.562500 Penalty: 4169.727539
	Iteration 3F: 3 clusters Score -469627.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -469728.593750 Penalty: 4169.727539
	Iteration 4Q: 3 clusters Score -469728.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -469809.937500 Penalty: 4169.727539
	Iteration 5Q: 3 clusters Score -469809.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -469866.906250 Penalty: 4169.727539
	Iteration 6Q: 3 clusters Score -469866.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -469912.750000 Penalty: 4169.727539
	Iteration 7Q: 3 clusters Score -469912.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -469956.750000 Penalty: 4169.727539
	Iteration 8Q: 3 clusters Score -469956.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -470004.375000 Penalty: 4169.727539
	Iteration 9Q: 3 clusters Score -470004.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -470057.437500 Penalty: 4169.727539
	Iteration 10Q: 3 clusters Score -470057.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -470130.906250 Penalty: 4169.727539
	Iteration 11Q: 3 clusters Score -470130.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -470220.406250 Penalty: 4169.727539
	Iteration 12Q: 3 clusters Score -470220.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -470351.250000 Penalty: 4169.727539
	Iteration 13Q: 3 clusters Score -470351.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -470468.593750 Penalty: 4169.727539
	Iteration 14Q: 3 clusters Score -470468.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -470588.500000 Penalty: 4169.727539
	Iteration 15Q: 3 clusters Score -470588.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -470704.093750 Penalty: 4169.727539
	Iteration 16Q: 3 clusters Score -470704.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -470794.906250 Penalty: 4169.727539
	Iteration 17Q: 3 clusters Score -470794.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -470854.937500 Penalty: 4169.727539
	Iteration 18Q: 3 clusters Score -470854.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -470894.031250 Penalty: 4169.727539
	Iteration 19Q: 3 clusters Score -470894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -470917.125000 Penalty: 4169.727539
	Iteration 20F: 3 clusters Score -470917.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -470932.093750 Penalty: 4169.727539
	Iteration 21Q: 3 clusters Score -470932.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -470943.312500 Penalty: 4169.727539
	Iteration 22Q: 3 clusters Score -470943.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -470954.125000 Penalty: 4169.727539
	Iteration 23Q: 3 clusters Score -470954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -470961.750000 Penalty: 4169.727539
	Iteration 24Q: 3 clusters Score -470961.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -470971.531250 Penalty: 4169.727539
	Iteration 25Q: 3 clusters Score -470971.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -470977.625000 Penalty: 4169.727539
	Iteration 26Q: 3 clusters Score -470977.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -470985.750000 Penalty: 4169.727539
	Iteration 27Q: 3 clusters Score -470985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -470992.406250 Penalty: 4169.727539
	Iteration 28Q: 3 clusters Score -470992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -470999.312500 Penalty: 4169.727539
	Iteration 29Q: 3 clusters Score -470999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -471005.468750 Penalty: 4169.727539
	Iteration 30Q: 3 clusters Score -471005.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -471012.718750 Penalty: 4169.727539
	Iteration 31Q: 3 clusters Score -471012.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -471017.500000 Penalty: 4169.727539
	Iteration 32Q: 3 clusters Score -471017.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -471026.812500 Penalty: 4169.727539
	Iteration 33Q: 3 clusters Score -471026.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -471037.437500 Penalty: 4169.727539
	Iteration 34Q: 3 clusters Score -471037.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -471050.437500 Penalty: 4169.727539
	Iteration 35Q: 3 clusters Score -471050.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -471060.062500 Penalty: 4169.727539
	Iteration 36Q: 3 clusters Score -471060.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -471071.812500 Penalty: 4169.727539
	Iteration 37Q: 3 clusters Score -471071.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -471081.843750 Penalty: 4169.727539
	Iteration 38Q: 3 clusters Score -471081.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -471091.500000 Penalty: 4169.727539
	Iteration 39Q: 3 clusters Score -471091.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -471094.281250 Penalty: 4169.727539
	Iteration 40F: 3 clusters Score -471094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -471097.750000 Penalty: 4169.727539
	Iteration 41Q: 3 clusters Score -471097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -471102.812500 Penalty: 4169.727539
	Iteration 42Q: 3 clusters Score -471102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -471104.968750 Penalty: 4169.727539
	Iteration 43Q: 3 clusters Score -471105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -471110.437500 Penalty: 4169.727539
	Iteration 44Q: 3 clusters Score -471110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -471113.125000 Penalty: 4169.727539
	Iteration 45Q: 3 clusters Score -471113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -471116.156250 Penalty: 4169.727539
	Iteration 46Q: 3 clusters Score -471116.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -471119.718750 Penalty: 4169.727539
	Iteration 47Q: 3 clusters Score -471119.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -471121.406250 Penalty: 4169.727539
	Iteration 48Q: 3 clusters Score -471121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -471124.312500 Penalty: 4169.727539
	Iteration 49Q: 3 clusters Score -471124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -471125.843750 Penalty: 4169.727539
	Iteration 50Q: 3 clusters Score -471125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -471126.968750 Penalty: 4169.727539
	Iteration 51Q: 3 clusters Score -471127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -471130.312500 Penalty: 4169.727539
	Iteration 52Q: 3 clusters Score -471130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -471131.312500 Penalty: 4169.727539
	Iteration 53Q: 3 clusters Score -471131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -471131.250000 Penalty: 4169.727539
	Iteration 54Q: 3 clusters Score -471131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -471133.093750 Penalty: 4169.727539
	Iteration 55Q: 3 clusters Score -471133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -471134.062500 Penalty: 4169.727539
	Iteration 56Q: 3 clusters Score -471134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -471135.093750 Penalty: 4169.727539
	Iteration 57Q: 3 clusters Score -471135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -471137.343750 Penalty: 4169.727539
	Iteration 58Q: 3 clusters Score -471137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -471139.531250 Penalty: 4169.727539
	Iteration 59Q: 3 clusters Score -471139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -471142.656250 Penalty: 4169.727539
	Iteration 60F: 3 clusters Score -471142.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -471151.625000 Penalty: 4169.727539
	Iteration 61Q: 3 clusters Score -471151.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -471169.093750 Penalty: 4169.727539
	Iteration 62Q: 3 clusters Score -471169.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -471194.687500 Penalty: 4169.727539
	Iteration 63Q: 3 clusters Score -471194.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -471248.125000 Penalty: 4169.727539
	Iteration 64Q: 3 clusters Score -471248.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -471332.406250 Penalty: 4169.727539
	Iteration 65Q: 3 clusters Score -471332.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -471443.281250 Penalty: 4169.727539
	Iteration 66Q: 3 clusters Score -471443.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -471546.687500 Penalty: 4169.727539
	Iteration 67Q: 3 clusters Score -471546.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -471622.750000 Penalty: 4169.727539
	Iteration 68Q: 3 clusters Score -471622.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -471659.781250 Penalty: 4169.727539
	Iteration 69Q: 3 clusters Score -471659.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -471681.906250 Penalty: 4169.727539
	Iteration 70Q: 3 clusters Score -471681.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -471696.093750 Penalty: 4169.727539
	Iteration 71Q: 3 clusters Score -471696.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -471702.593750 Penalty: 4169.727539
	Iteration 72Q: 3 clusters Score -471702.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -471708.156250 Penalty: 4169.727539
	Iteration 73Q: 3 clusters Score -471708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -471712.687500 Penalty: 4169.727539
	Iteration 74Q: 3 clusters Score -471712.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -471716.250000 Penalty: 4169.727539
	Iteration 75Q: 3 clusters Score -471716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -471717.781250 Penalty: 4169.727539
	Iteration 76Q: 3 clusters Score -471717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -471718.718750 Penalty: 4169.727539
	Iteration 77Q: 3 clusters Score -471718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -471719.937500 Penalty: 4169.727539
	Iteration 78Q: 3 clusters Score -471719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -471721.406250 Penalty: 4169.727539
	Iteration 79Q: 3 clusters Score -471721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -471722.375000 Penalty: 4169.727539
	Iteration 80F: 3 clusters Score -471722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Entering Unmasked Estep 
Score: -1388578.875000 Penalty: 2338.171143
	Iteration 0F: 2 clusters Score -1388579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1379505.875000 Penalty: 4676.342285
	Iteration 0F: 3 clusters Score -1379506 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1382240.500000 Penalty: 4676.342285
	Iteration 1F: 3 clusters Score -1382240 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1382511.250000 Penalty: 4676.342285
	Iteration 2F: 3 clusters Score -1382511 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1382703.375000 Penalty: 4676.342285
	Iteration 3Q: 3 clusters Score -1382703 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1382878.000000 Penalty: 4676.342285
	Iteration 4Q: 3 clusters Score -1382878 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1383060.875000 Penalty: 4676.342285
	Iteration 5Q: 3 clusters Score -1383061 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1383235.250000 Penalty: 4676.342285
	Iteration 6Q: 3 clusters Score -1383235 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1383399.250000 Penalty: 4676.342285
	Iteration 7Q: 3 clusters Score -1383399 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1383541.125000 Penalty: 4676.342285
	Iteration 8Q: 3 clusters Score -1383541 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1383694.500000 Penalty: 4676.342285
	Iteration 9Q: 3 clusters Score -1383694 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1383871.375000 Penalty: 4676.342285
	Iteration 10Q: 3 clusters Score -1383871 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1384109.750000 Penalty: 4676.342285
	Iteration 11Q: 3 clusters Score -1384110 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1384386.500000 Penalty: 4676.342285
	Iteration 12Q: 3 clusters Score -1384386 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1384676.125000 Penalty: 4676.342285
	Iteration 13Q: 3 clusters Score -1384676 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1384969.750000 Penalty: 4676.342285
	Iteration 14Q: 3 clusters Score -1384970 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1385253.875000 Penalty: 4676.342285
	Iteration 15Q: 3 clusters Score -1385254 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1385539.250000 Penalty: 4676.342285
	Iteration 16Q: 3 clusters Score -1385539 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1385807.250000 Penalty: 4676.342285
	Iteration 17Q: 3 clusters Score -1385807 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1386069.375000 Penalty: 4676.342285
	Iteration 18Q: 3 clusters Score -1386069 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1386321.500000 Penalty: 4676.342285
	Iteration 19Q: 3 clusters Score -1386322 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1386572.000000 Penalty: 4676.342285
	Iteration 20F: 3 clusters Score -1386572 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1386778.000000 Penalty: 4676.342285
	Iteration 21Q: 3 clusters Score -1386778 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1386942.625000 Penalty: 4676.342285
	Iteration 22Q: 3 clusters Score -1386943 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1387040.875000 Penalty: 4676.342285
	Iteration 23Q: 3 clusters Score -1387041 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1387121.375000 Penalty: 4676.342285
	Iteration 24Q: 3 clusters Score -1387121 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1387160.750000 Penalty: 4676.342285
	Iteration 25Q: 3 clusters Score -1387161 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1387193.750000 Penalty: 4676.342285
	Iteration 26Q: 3 clusters Score -1387194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1387212.375000 Penalty: 4676.342285
	Iteration 27Q: 3 clusters Score -1387212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1387235.250000 Penalty: 4676.342285
	Iteration 28Q: 3 clusters Score -1387235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1387244.375000 Penalty: 4676.342285
	Iteration 29Q: 3 clusters Score -1387244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1387253.000000 Penalty: 4676.342285
	Iteration 30Q: 3 clusters Score -1387253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1387259.000000 Penalty: 4676.342285
	Iteration 31Q: 3 clusters Score -1387259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1387264.750000 Penalty: 4676.342285
	Iteration 32Q: 3 clusters Score -1387265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1387269.875000 Penalty: 4676.342285
	Iteration 33Q: 3 clusters Score -1387270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1387273.125000 Penalty: 4676.342285
	Iteration 34Q: 3 clusters Score -1387273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1387273.375000 Penalty: 4676.342285
	Iteration 35Q: 3 clusters Score -1387273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1387276.500000 Penalty: 4676.342285
	Iteration 36Q: 3 clusters Score -1387276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1387279.750000 Penalty: 4676.342285
	Iteration 37Q: 3 clusters Score -1387280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1387280.750000 Penalty: 4676.342285
	Iteration 38Q: 3 clusters Score -1387281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1387280.625000 Penalty: 4676.342285
	Iteration 39Q: 3 clusters Score -1387281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1387281.625000 Penalty: 4676.342285
	Iteration 40F: 3 clusters Score -1387282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1387283.000000 Penalty: 4676.342285
	Iteration 41Q: 3 clusters Score -1387283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1387288.250000 Penalty: 4676.342285
	Iteration 42Q: 3 clusters Score -1387288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1387286.125000 Penalty: 4676.342285
	Iteration 43Q: 3 clusters Score -1387286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1387287.000000 Penalty: 4676.342285
	Iteration 44Q: 3 clusters Score -1387287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1387287.125000 Penalty: 4676.342285
	Iteration 45Q: 3 clusters Score -1387287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1387289.250000 Penalty: 4676.342285
	Iteration 46Q: 3 clusters Score -1387289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1387290.000000 Penalty: 4676.342285
	Iteration 47Q: 3 clusters Score -1387290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1387289.500000 Penalty: 4676.342285
	Iteration 48Q: 3 clusters Score -1387290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1387289.500000 Penalty: 4676.342285
	Iteration 49F: 3 clusters Score -1387290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Entering Unmasked Estep 
Score: -1728915.250000 Penalty: 2384.537842
	Iteration 0F: 2 clusters Score -1728915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1718002.250000 Penalty: 4769.075684
	Iteration 0F: 3 clusters Score -1718002 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1721493.875000 Penalty: 4769.075684
	Iteration 1F: 3 clusters Score -1721494 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1721868.750000 Penalty: 4769.075684
	Iteration 2F: 3 clusters Score -1721869 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1722131.125000 Penalty: 4769.075684
	Iteration 3Q: 3 clusters Score -1722131 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1722344.250000 Penalty: 4769.075684
	Iteration 4Q: 3 clusters Score -1722344 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1722571.125000 Penalty: 4769.075684
	Iteration 5Q: 3 clusters Score -1722571 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1722811.250000 Penalty: 4769.075684
	Iteration 6Q: 3 clusters Score -1722811 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1723089.500000 Penalty: 4769.075684
	Iteration 7Q: 3 clusters Score -1723090 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1723452.500000 Penalty: 4769.075684
	Iteration 8Q: 3 clusters Score -1723452 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1723968.750000 Penalty: 4769.075684
	Iteration 9F: 3 clusters Score -1723969 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1724532.250000 Penalty: 4769.075684
	Iteration 10F: 3 clusters Score -1724532 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1725069.750000 Penalty: 4769.075684
	Iteration 11F: 3 clusters Score -1725070 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1725538.625000 Penalty: 4769.075684
	Iteration 12Q: 3 clusters Score -1725539 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1725913.750000 Penalty: 4769.075684
	Iteration 13Q: 3 clusters Score -1725914 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1726195.375000 Penalty: 4769.075684
	Iteration 14Q: 3 clusters Score -1726195 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1726403.000000 Penalty: 4769.075684
	Iteration 15Q: 3 clusters Score -1726403 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1726534.500000 Penalty: 4769.075684
	Iteration 16Q: 3 clusters Score -1726534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1726622.750000 Penalty: 4769.075684
	Iteration 17Q: 3 clusters Score -1726623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1726691.000000 Penalty: 4769.075684
	Iteration 18Q: 3 clusters Score -1726691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1726732.875000 Penalty: 4769.075684
	Iteration 19Q: 3 clusters Score -1726733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1726763.375000 Penalty: 4769.075684
	Iteration 20F: 3 clusters Score -1726763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1726785.125000 Penalty: 4769.075684
	Iteration 21Q: 3 clusters Score -1726785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1726797.750000 Penalty: 4769.075684
	Iteration 22Q: 3 clusters Score -1726798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1726805.750000 Penalty: 4769.075684
	Iteration 23Q: 3 clusters Score -1726806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1726812.750000 Penalty: 4769.075684
	Iteration 24Q: 3 clusters Score -1726813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1726818.875000 Penalty: 4769.075684
	Iteration 25Q: 3 clusters Score -1726819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1726825.625000 Penalty: 4769.075684
	Iteration 26Q: 3 clusters Score -1726826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1726834.125000 Penalty: 4769.075684
	Iteration 27Q: 3 clusters Score -1726834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1726837.125000 Penalty: 4769.075684
	Iteration 28Q: 3 clusters Score -1726837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1726843.125000 Penalty: 4769.075684
	Iteration 29Q: 3 clusters Score -1726843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1726849.875000 Penalty: 4769.075684
	Iteration 30Q: 3 clusters Score -1726850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1726854.375000 Penalty: 4769.075684
	Iteration 31Q: 3 clusters Score -1726854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1726857.000000 Penalty: 4769.075684
	Iteration 32Q: 3 clusters Score -1726857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1726857.250000 Penalty: 4769.075684
	Iteration 33Q: 3 clusters Score -1726857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1726857.250000 Penalty: 4769.075684
	Iteration 34F: 3 clusters Score -1726857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Entering Unmasked Estep 
Score: -1029429.125000 Penalty: 2271.182617
	Iteration 0F: 2 clusters Score -1029429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1022072.437500 Penalty: 4542.365234
	Iteration 0F: 3 clusters Score -1022072 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1024397.250000 Penalty: 4542.365234
	Iteration 1F: 3 clusters Score -1024397 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1024990.812500 Penalty: 4542.365234
	Iteration 2F: 3 clusters Score -1024991 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1025478.187500 Penalty: 4542.365234
	Iteration 3F: 3 clusters Score -1025478 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1025947.437500 Penalty: 4542.365234
	Iteration 4F: 3 clusters Score -1025947 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1026477.375000 Penalty: 4542.365234
	Iteration 5F: 3 clusters Score -1026477 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1027028.562500 Penalty: 4542.365234
	Iteration 6F: 3 clusters Score -1027029 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1027523.937500 Penalty: 4542.365234
	Iteration 7F: 3 clusters Score -1027524 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1027884.187500 Penalty: 4542.365234
	Iteration 8Q: 3 clusters Score -1027884 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1028137.000000 Penalty: 4542.365234
	Iteration 9Q: 3 clusters Score -1028137 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1028286.062500 Penalty: 4542.365234
	Iteration 10Q: 3 clusters Score -1028286 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1028368.937500 Penalty: 4542.365234
	Iteration 11Q: 3 clusters Score -1028369 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1028409.375000 Penalty: 4542.365234
	Iteration 12Q: 3 clusters Score -1028409 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1028432.437500 Penalty: 4542.365234
	Iteration 13Q: 3 clusters Score -1028432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1028446.125000 Penalty: 4542.365234
	Iteration 14Q: 3 clusters Score -1028446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1028456.562500 Penalty: 4542.365234
	Iteration 15Q: 3 clusters Score -1028457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1028465.437500 Penalty: 4542.365234
	Iteration 16Q: 3 clusters Score -1028465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1028469.687500 Penalty: 4542.365234
	Iteration 17Q: 3 clusters Score -1028470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1028475.000000 Penalty: 4542.365234
	Iteration 18Q: 3 clusters Score -1028475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1028479.812500 Penalty: 4542.365234
	Iteration 19Q: 3 clusters Score -1028480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1028480.625000 Penalty: 4542.365234
	Iteration 20F: 3 clusters Score -1028481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1028481.062500 Penalty: 4542.365234
	Iteration 21Q: 3 clusters Score -1028481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1028483.375000 Penalty: 4542.365234
	Iteration 22Q: 3 clusters Score -1028483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1028481.812500 Penalty: 4542.365234
	Iteration 23Q: 3 clusters Score -1028482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1028486.625000 Penalty: 4542.365234
	Iteration 24Q: 3 clusters Score -1028487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1028486.750000 Penalty: 4542.365234
	Iteration 25Q: 3 clusters Score -1028487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1028492.750000 Penalty: 4542.365234
	Iteration 26Q: 3 clusters Score -1028493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1028492.937500 Penalty: 4542.365234
	Iteration 27Q: 3 clusters Score -1028493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1028495.937500 Penalty: 4542.365234
	Iteration 28Q: 3 clusters Score -1028496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1028499.125000 Penalty: 4542.365234
	Iteration 29Q: 3 clusters Score -1028499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1028500.375000 Penalty: 4542.365234
	Iteration 30Q: 3 clusters Score -1028500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1028501.875000 Penalty: 4542.365234
	Iteration 31Q: 3 clusters Score -1028502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1028503.500000 Penalty: 4542.365234
	Iteration 32Q: 3 clusters Score -1028504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1028503.437500 Penalty: 4542.365234
	Iteration 33Q: 3 clusters Score -1028503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1028503.437500 Penalty: 4542.365234
	Iteration 34F: 3 clusters Score -1028503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -346468.156250 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -346468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -343150.625000 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -343150.6 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -343799.687500 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -343799.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -343969.312500 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -343969.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -344063.406250 Penalty: 3995.358154
	Iteration 3Q: 3 clusters Score -344063.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -344113.687500 Penalty: 3995.358154
	Iteration 4Q: 3 clusters Score -344113.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -344163.625000 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -344163.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -344202.843750 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -344202.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -344237.937500 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -344237.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -344274.656250 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -344274.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -344311.125000 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -344311.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -344339.906250 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -344339.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -344385.187500 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -344385.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -344425.218750 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -344425.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -344481.750000 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -344481.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -344545.531250 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -344545.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -344599.812500 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -344599.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -344652.781250 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -344652.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -344707.781250 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -344707.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -344751.718750 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -344751.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -344787.625000 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -344787.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -344827.250000 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -344827.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -344866.750000 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -344866.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -344906.312500 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -344906.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -344956.156250 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -344956.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -345030.531250 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -345030.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -345141.593750 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -345141.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -345249.875000 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -345249.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -345356.812500 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -345356.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -345450.375000 Penalty: 3995.358154
	Iteration 28Q: 3 clusters Score -345450.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -345503.343750 Penalty: 3995.358154
	Iteration 29Q: 3 clusters Score -345503.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -345531.062500 Penalty: 3995.358154
	Iteration 30Q: 3 clusters Score -345531.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -345543.781250 Penalty: 3995.358154
	Iteration 31Q: 3 clusters Score -345543.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -345554.031250 Penalty: 3995.358154
	Iteration 32Q: 3 clusters Score -345554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -345562.656250 Penalty: 3995.358154
	Iteration 33Q: 3 clusters Score -345562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -345573.062500 Penalty: 3995.358154
	Iteration 34Q: 3 clusters Score -345573.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -345580.343750 Penalty: 3995.358154
	Iteration 35Q: 3 clusters Score -345580.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -345586.437500 Penalty: 3995.358154
	Iteration 36Q: 3 clusters Score -345586.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -345594.406250 Penalty: 3995.358154
	Iteration 37Q: 3 clusters Score -345594.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -345602.000000 Penalty: 3995.358154
	Iteration 38Q: 3 clusters Score -345602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -345608.281250 Penalty: 3995.358154
	Iteration 39Q: 3 clusters Score -345608.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -345613.000000 Penalty: 3995.358154
	Iteration 40F: 3 clusters Score -345613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -345615.062500 Penalty: 3995.358154
	Iteration 41Q: 3 clusters Score -345615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -345618.000000 Penalty: 3995.358154
	Iteration 42Q: 3 clusters Score -345618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -345618.125000 Penalty: 3995.358154
	Iteration 43Q: 3 clusters Score -345618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -345619.468750 Penalty: 3995.358154
	Iteration 44Q: 3 clusters Score -345619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -345619.750000 Penalty: 3995.358154
	Iteration 45Q: 3 clusters Score -345619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -345621.031250 Penalty: 3995.358154
	Iteration 46Q: 3 clusters Score -345621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -345622.062500 Penalty: 3995.358154
	Iteration 47Q: 3 clusters Score -345622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -345622.937500 Penalty: 3995.358154
	Iteration 48Q: 3 clusters Score -345622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -345624.406250 Penalty: 3995.358154
	Iteration 49Q: 3 clusters Score -345624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -345625.187500 Penalty: 3995.358154
	Iteration 50Q: 3 clusters Score -345625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -345626.625000 Penalty: 3995.358154
	Iteration 51Q: 3 clusters Score -345626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -345627.125000 Penalty: 3995.358154
	Iteration 52Q: 3 clusters Score -345627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -345627.625000 Penalty: 3995.358154
	Iteration 53Q: 3 clusters Score -345627.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -345627.625000 Penalty: 3995.358154
	Iteration 54F: 3 clusters Score -345627.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Entering Unmasked Estep 
Score: -1037038.812500 Penalty: 2277.121338
	Iteration 0F: 2 clusters Score -1037039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1029553.062500 Penalty: 4554.242676
	Iteration 0F: 3 clusters Score -1029553 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1031802.062500 Penalty: 4554.242676
	Iteration 1F: 3 clusters Score -1031802 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1032110.937500 Penalty: 4554.242676
	Iteration 2F: 3 clusters Score -1032111 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1032370.250000 Penalty: 4554.242676
	Iteration 3F: 3 clusters Score -1032370 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1032600.625000 Penalty: 4554.242676
	Iteration 4Q: 3 clusters Score -1032601 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1032770.875000 Penalty: 4554.242676
	Iteration 5Q: 3 clusters Score -1032771 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1032917.750000 Penalty: 4554.242676
	Iteration 6Q: 3 clusters Score -1032918 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1033064.625000 Penalty: 4554.242676
	Iteration 7Q: 3 clusters Score -1033065 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1033224.062500 Penalty: 4554.242676
	Iteration 8Q: 3 clusters Score -1033224 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1033358.500000 Penalty: 4554.242676
	Iteration 9Q: 3 clusters Score -1033358 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1033498.500000 Penalty: 4554.242676
	Iteration 10Q: 3 clusters Score -1033498 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1033637.125000 Penalty: 4554.242676
	Iteration 11Q: 3 clusters Score -1033637 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1033780.625000 Penalty: 4554.242676
	Iteration 12Q: 3 clusters Score -1033781 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1033934.000000 Penalty: 4554.242676
	Iteration 13Q: 3 clusters Score -1033934 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1034081.312500 Penalty: 4554.242676
	Iteration 14Q: 3 clusters Score -1034081 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1034236.937500 Penalty: 4554.242676
	Iteration 15Q: 3 clusters Score -1034237 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1034411.687500 Penalty: 4554.242676
	Iteration 16Q: 3 clusters Score -1034412 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1034582.125000 Penalty: 4554.242676
	Iteration 17Q: 3 clusters Score -1034582 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1034714.062500 Penalty: 4554.242676
	Iteration 18Q: 3 clusters Score -1034714 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1034825.562500 Penalty: 4554.242676
	Iteration 19Q: 3 clusters Score -1034826 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1034945.625000 Penalty: 4554.242676
	Iteration 20F: 3 clusters Score -1034946 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1035055.125000 Penalty: 4554.242676
	Iteration 21Q: 3 clusters Score -1035055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1035152.812500 Penalty: 4554.242676
	Iteration 22Q: 3 clusters Score -1035153 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1035248.250000 Penalty: 4554.242676
	Iteration 23Q: 3 clusters Score -1035248 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1035326.625000 Penalty: 4554.242676
	Iteration 24Q: 3 clusters Score -1035327 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1035398.125000 Penalty: 4554.242676
	Iteration 25Q: 3 clusters Score -1035398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1035452.937500 Penalty: 4554.242676
	Iteration 26Q: 3 clusters Score -1035453 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1035499.187500 Penalty: 4554.242676
	Iteration 27Q: 3 clusters Score -1035499 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1035539.312500 Penalty: 4554.242676
	Iteration 28Q: 3 clusters Score -1035539 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1035582.437500 Penalty: 4554.242676
	Iteration 29Q: 3 clusters Score -1035582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1035623.687500 Penalty: 4554.242676
	Iteration 30Q: 3 clusters Score -1035624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1035660.375000 Penalty: 4554.242676
	Iteration 31Q: 3 clusters Score -1035660 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1035699 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1035747.687500 Penalty: 4554.242676
	Iteration 33Q: 3 clusters Score -1035748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1035802.187500 Penalty: 4554.242676
	Iteration 34Q: 3 clusters Score -1035802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1035836.000000 Penalty: 4554.242676
	Iteration 35Q: 3 clusters Score -1035836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1035854.625000 Penalty: 4554.242676
	Iteration 36Q: 3 clusters Score -1035855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1035871.000000 Penalty: 4554.242676
	Iteration 37Q: 3 clusters Score -1035871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1035881.875000 Penalty: 4554.242676
	Iteration 38Q: 3 clusters Score -1035882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1035892.750000 Penalty: 4554.242676
	Iteration 39Q: 3 clusters Score -1035893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1035903.250000 Penalty: 4554.242676
	Iteration 40F: 3 clusters Score -1035903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1035910.312500 Penalty: 4554.242676
	Iteration 41Q: 3 clusters Score -1035910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1035918.687500 Penalty: 4554.242676
	Iteration 42Q: 3 clusters Score -1035919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1035920.812500 Penalty: 4554.242676
	Iteration 43Q: 3 clusters Score -1035921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1035934.437500 Penalty: 4554.242676
	Iteration 44Q: 3 clusters Score -1035934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1035940.812500 Penalty: 4554.242676
	Iteration 45Q: 3 clusters Score -1035941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1035951.500000 Penalty: 4554.242676
	Iteration 46Q: 3 clusters Score -1035952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1035962.062500 Penalty: 4554.242676
	Iteration 47Q: 3 clusters Score -1035962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1035971.625000 Penalty: 4554.242676
	Iteration 48Q: 3 clusters Score -1035972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1035976.625000 Penalty: 4554.242676
	Iteration 49Q: 3 clusters Score -1035977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1035980.000000 Penalty: 4554.242676
	Iteration 50Q: 3 clusters Score -1035980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1035987.062500 Penalty: 4554.242676
	Iteration 51Q: 3 clusters Score -1035987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1035987.375000 Penalty: 4554.242676
	Iteration 52Q: 3 clusters Score -1035987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1035992.187500 Penalty: 4554.242676
	Iteration 53Q: 3 clusters Score -1035992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1035992.500000 Penalty: 4554.242676
	Iteration 54Q: 3 clusters Score -1035992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1035997.937500 Penalty: 4554.242676
	Iteration 55Q: 3 clusters Score -1035998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1036002.437500 Penalty: 4554.242676
	Iteration 56Q: 3 clusters Score -1036002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1036006.562500 Penalty: 4554.242676
	Iteration 57Q: 3 clusters Score -1036007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1036012.375000 Penalty: 4554.242676
	Iteration 58Q: 3 clusters Score -1036012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1036018.312500 Penalty: 4554.242676
	Iteration 59Q: 3 clusters Score -1036018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1036021.437500 Penalty: 4554.242676
	Iteration 60F: 3 clusters Score -1036021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1036022.187500 Penalty: 4554.242676
	Iteration 61Q: 3 clusters Score -1036022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1036022.125000 Penalty: 4554.242676
	Iteration 62Q: 3 clusters Score -1036022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1036024.937500 Penalty: 4554.242676
	Iteration 63Q: 3 clusters Score -1036025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1036026.437500 Penalty: 4554.242676
	Iteration 64Q: 3 clusters Score -1036026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1036029.875000 Penalty: 4554.242676
	Iteration 65Q: 3 clusters Score -1036030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1036033.500000 Penalty: 4554.242676
	Iteration 66Q: 3 clusters Score -1036034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1036037.687500 Penalty: 4554.242676
	Iteration 67Q: 3 clusters Score -1036038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1036038.750000 Penalty: 4554.242676
	Iteration 68Q: 3 clusters Score -1036039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1036042.812500 Penalty: 4554.242676
	Iteration 69Q: 3 clusters Score -1036043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1036050.062500 Penalty: 4554.242676
	Iteration 70Q: 3 clusters Score -1036050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1036052.625000 Penalty: 4554.242676
	Iteration 71Q: 3 clusters Score -1036053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1036057.062500 Penalty: 4554.242676
	Iteration 72Q: 3 clusters Score -1036057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1036057.500000 Penalty: 4554.242676
	Iteration 73Q: 3 clusters Score -1036058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1036059.125000 Penalty: 4554.242676
	Iteration 74Q: 3 clusters Score -1036059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1036058.937500 Penalty: 4554.242676
	Iteration 75Q: 3 clusters Score -1036059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1036065.437500 Penalty: 4554.242676
	Iteration 76Q: 3 clusters Score -1036065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1036068.687500 Penalty: 4554.242676
	Iteration 77Q: 3 clusters Score -1036069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1036069.875000 Penalty: 4554.242676
	Iteration 78Q: 3 clusters Score -1036070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1036073.062500 Penalty: 4554.242676
	Iteration 79Q: 3 clusters Score -1036073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1036075.750000 Penalty: 4554.242676
	Iteration 80F: 3 clusters Score -1036076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1036077.750000 Penalty: 4554.242676
	Iteration 81Q: 3 clusters Score -1036078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1036079.000000 Penalty: 4554.242676
	Iteration 82Q: 3 clusters Score -1036079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1036084.625000 Penalty: 4554.242676
	Iteration 83Q: 3 clusters Score -1036085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1036087.625000 Penalty: 4554.242676
	Iteration 84Q: 3 clusters Score -1036088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1036092.062500 Penalty: 4554.242676
	Iteration 85Q: 3 clusters Score -1036092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1036092.625000 Penalty: 4554.242676
	Iteration 86Q: 3 clusters Score -1036093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1036100.250000 Penalty: 4554.242676
	Iteration 87Q: 3 clusters Score -1036100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1036101.562500 Penalty: 4554.242676
	Iteration 88Q: 3 clusters Score -1036102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1036103.125000 Penalty: 4554.242676
	Iteration 89Q: 3 clusters Score -1036103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1036106.000000 Penalty: 4554.242676
	Iteration 90Q: 3 clusters Score -1036106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1036108.687500 Penalty: 4554.242676
	Iteration 91Q: 3 clusters Score -1036109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1036110.625000 Penalty: 4554.242676
	Iteration 92Q: 3 clusters Score -1036111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1036114.687500 Penalty: 4554.242676
	Iteration 93Q: 3 clusters Score -1036115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1036121.687500 Penalty: 4554.242676
	Iteration 94Q: 3 clusters Score -1036122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1036124.625000 Penalty: 4554.242676
	Iteration 95Q: 3 clusters Score -1036125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1036131.125000 Penalty: 4554.242676
	Iteration 96Q: 3 clusters Score -1036131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1036136.000000 Penalty: 4554.242676
	Iteration 97Q: 3 clusters Score -1036136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1036161.437500 Penalty: 4554.242676
	Iteration 98Q: 3 clusters Score -1036161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1036181.312500 Penalty: 4554.242676
	Iteration 99Q: 3 clusters Score -1036181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1036200.562500 Penalty: 4554.242676
	Iteration 100F: 3 clusters Score -1036201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1036218.312500 Penalty: 4554.242676
	Iteration 101Q: 3 clusters Score -1036218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1036233.562500 Penalty: 4554.242676
	Iteration 102Q: 3 clusters Score -1036234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1036244.500000 Penalty: 4554.242676
	Iteration 103Q: 3 clusters Score -1036244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1036252.750000 Penalty: 4554.242676
	Iteration 104Q: 3 clusters Score -1036253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1036256.812500 Penalty: 4554.242676
	Iteration 105Q: 3 clusters Score -1036257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1036263.500000 Penalty: 4554.242676
	Iteration 106Q: 3 clusters Score -1036264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1036268.062500 Penalty: 4554.242676
	Iteration 107Q: 3 clusters Score -1036268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1036274.000000 Penalty: 4554.242676
	Iteration 108Q: 3 clusters Score -1036274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1036275.812500 Penalty: 4554.242676
	Iteration 109Q: 3 clusters Score -1036276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1036278.062500 Penalty: 4554.242676
	Iteration 110Q: 3 clusters Score -1036278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1036282.062500 Penalty: 4554.242676
	Iteration 111Q: 3 clusters Score -1036282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1036282.312500 Penalty: 4554.242676
	Iteration 112Q: 3 clusters Score -1036282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1036282.125000 Penalty: 4554.242676
	Iteration 113Q: 3 clusters Score -1036282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1036282.187500 Penalty: 4554.242676
	Iteration 114Q: 3 clusters Score -1036282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1036281.750000 Penalty: 4554.242676
	Iteration 115Q: 3 clusters Score -1036282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1036280.250000 Penalty: 4554.242676
	Iteration 116Q: 3 clusters Score -1036280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1036282.125000 Penalty: 4554.242676
	Iteration 117Q: 3 clusters Score -1036282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1036281.437500 Penalty: 4554.242676
	Iteration 118Q: 3 clusters Score -1036281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1036281.437500 Penalty: 4554.242676
	Iteration 119F: 3 clusters Score -1036281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Entering Unmasked Estep 
Score: -1309990.500000 Penalty: 2333.377686
	Iteration 0F: 2 clusters Score -1309990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1300941.375000 Penalty: 4666.755371
	Iteration 0F: 3 clusters Score -1300941 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1303794.875000 Penalty: 4666.755371
	Iteration 1F: 3 clusters Score -1303795 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1304265.250000 Penalty: 4666.755371
	Iteration 2F: 3 clusters Score -1304265 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1304650.875000 Penalty: 4666.755371
	Iteration 3F: 3 clusters Score -1304651 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1305062.750000 Penalty: 4666.755371
	Iteration 4F: 3 clusters Score -1305063 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1305480.000000 Penalty: 4666.755371
	Iteration 5F: 3 clusters Score -1305480 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1305892.250000 Penalty: 4666.755371
	Iteration 6F: 3 clusters Score -1305892 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1306245.375000 Penalty: 4666.755371
	Iteration 7Q: 3 clusters Score -1306245 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1306521.250000 Penalty: 4666.755371
	Iteration 8Q: 3 clusters Score -1306521 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1306766.125000 Penalty: 4666.755371
	Iteration 9Q: 3 clusters Score -1306766 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1306977.625000 Penalty: 4666.755371
	Iteration 10Q: 3 clusters Score -1306978 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1307176.750000 Penalty: 4666.755371
	Iteration 11Q: 3 clusters Score -1307177 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1307374.250000 Penalty: 4666.755371
	Iteration 12Q: 3 clusters Score -1307374 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1307513.500000 Penalty: 4666.755371
	Iteration 13Q: 3 clusters Score -1307514 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1307624.375000 Penalty: 4666.755371
	Iteration 14Q: 3 clusters Score -1307624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1307710.875000 Penalty: 4666.755371
	Iteration 15Q: 3 clusters Score -1307711 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1307782.500000 Penalty: 4666.755371
	Iteration 16Q: 3 clusters Score -1307782 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1307848.875000 Penalty: 4666.755371
	Iteration 17Q: 3 clusters Score -1307849 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1307908.500000 Penalty: 4666.755371
	Iteration 18Q: 3 clusters Score -1307908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1307960.375000 Penalty: 4666.755371
	Iteration 19Q: 3 clusters Score -1307960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1308001.625000 Penalty: 4666.755371
	Iteration 20F: 3 clusters Score -1308002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1308036.875000 Penalty: 4666.755371
	Iteration 21Q: 3 clusters Score -1308037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1308058.875000 Penalty: 4666.755371
	Iteration 22Q: 3 clusters Score -1308059 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1308072.875000 Penalty: 4666.755371
	Iteration 23Q: 3 clusters Score -1308073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1308088.875000 Penalty: 4666.755371
	Iteration 24Q: 3 clusters Score -1308089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1308101.375000 Penalty: 4666.755371
	Iteration 25Q: 3 clusters Score -1308101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1308116.500000 Penalty: 4666.755371
	Iteration 26Q: 3 clusters Score -1308116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1308125.500000 Penalty: 4666.755371
	Iteration 27Q: 3 clusters Score -1308126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1308136.250000 Penalty: 4666.755371
	Iteration 28Q: 3 clusters Score -1308136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1308135.000000 Penalty: 4666.755371
	Iteration 29Q: 3 clusters Score -1308135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1308138.875000 Penalty: 4666.755371
	Iteration 30Q: 3 clusters Score -1308139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1308145.625000 Penalty: 4666.755371
	Iteration 31Q: 3 clusters Score -1308146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1308148.125000 Penalty: 4666.755371
	Iteration 32Q: 3 clusters Score -1308148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1308152.375000 Penalty: 4666.755371
	Iteration 33Q: 3 clusters Score -1308152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1308158.250000 Penalty: 4666.755371
	Iteration 34Q: 3 clusters Score -1308158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1308163.250000 Penalty: 4666.755371
	Iteration 35Q: 3 clusters Score -1308163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1308163.500000 Penalty: 4666.755371
	Iteration 36Q: 3 clusters Score -1308164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1308163.375000 Penalty: 4666.755371
	Iteration 37Q: 3 clusters Score -1308163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1308166.375000 Penalty: 4666.755371
	Iteration 38Q: 3 clusters Score -1308166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1308165.875000 Penalty: 4666.755371
	Iteration 39Q: 3 clusters Score -1308166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1308165.875000 Penalty: 4666.755371
	Iteration 40F: 3 clusters Score -1308166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1308168.750000 Penalty: 4666.755371
	Iteration 41Q: 3 clusters Score -1308169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1308167.500000 Penalty: 4666.755371
	Iteration 42Q: 3 clusters Score -1308168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1308172.625000 Penalty: 4666.755371
	Iteration 43Q: 3 clusters Score -1308173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1308173.125000 Penalty: 4666.755371
	Iteration 44Q: 3 clusters Score -1308173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1308171.500000 Penalty: 4666.755371
	Iteration 45Q: 3 clusters Score -1308172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1308176.750000 Penalty: 4666.755371
	Iteration 46Q: 3 clusters Score -1308177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1308179.500000 Penalty: 4666.755371
	Iteration 47Q: 3 clusters Score -1308180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1308183.125000 Penalty: 4666.755371
	Iteration 48Q: 3 clusters Score -1308183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1308182.375000 Penalty: 4666.755371
	Iteration 49Q: 3 clusters Score -1308182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1308181.500000 Penalty: 4666.755371
	Iteration 50Q: 3 clusters Score -1308182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1308183.250000 Penalty: 4666.755371
	Iteration 51Q: 3 clusters Score -1308183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1308182.000000 Penalty: 4666.755371
	Iteration 52Q: 3 clusters Score -1308182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1308182.000000 Penalty: 4666.755371
	Iteration 53F: 3 clusters Score -1308182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Entering Unmasked Estep 
Score: -770239.875000 Penalty: 2194.038330
	Iteration 0F: 2 clusters Score -770239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -764508.375000 Penalty: 4388.076660
	Iteration 0F: 3 clusters Score -764508.4 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -766117.062500 Penalty: 4388.076660
	Iteration 1F: 3 clusters Score -766117.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -766501.500000 Penalty: 4388.076660
	Iteration 2F: 3 clusters Score -766501.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -766911.187500 Penalty: 4388.076660
	Iteration 3F: 3 clusters Score -766911.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -767338.375000 Penalty: 4388.076660
	Iteration 4F: 3 clusters Score -767338.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -767704.937500 Penalty: 4388.076660
	Iteration 5F: 3 clusters Score -767704.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -768017.437500 Penalty: 4388.076660
	Iteration 6F: 3 clusters Score -768017.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -768369.875000 Penalty: 4388.076660
	Iteration 7F: 3 clusters Score -768369.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -768789.437500 Penalty: 4388.076660
	Iteration 8F: 3 clusters Score -768789.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -769123.750000 Penalty: 4388.076660
	Iteration 9Q: 3 clusters Score -769123.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -769350.125000 Penalty: 4388.076660
	Iteration 10Q: 3 clusters Score -769350.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -769505.062500 Penalty: 4388.076660
	Iteration 11Q: 3 clusters Score -769505.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -769640.937500 Penalty: 4388.076660
	Iteration 12Q: 3 clusters Score -769640.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -769775.625000 Penalty: 4388.076660
	Iteration 13Q: 3 clusters Score -769775.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -769874.187500 Penalty: 4388.076660
	Iteration 14Q: 3 clusters Score -769874.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -769941.062500 Penalty: 4388.076660
	Iteration 15Q: 3 clusters Score -769941.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -769980.562500 Penalty: 4388.076660
	Iteration 16Q: 3 clusters Score -769980.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -770001.500000 Penalty: 4388.076660
	Iteration 17Q: 3 clusters Score -770001.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -770010.500000 Penalty: 4388.076660
	Iteration 18Q: 3 clusters Score -770010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -770011.937500 Penalty: 4388.076660
	Iteration 19Q: 3 clusters Score -770011.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -770014.562500 Penalty: 4388.076660
	Iteration 20F: 3 clusters Score -770014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -770016.250000 Penalty: 4388.076660
	Iteration 21Q: 3 clusters Score -770016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -770016.687500 Penalty: 4388.076660
	Iteration 22Q: 3 clusters Score -770016.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -770016.687500 Penalty: 4388.076660
	Iteration 23F: 3 clusters Score -770016.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -81568.437500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -81568.44 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 442 members 
Entering Unmasked Estep 
Score: -79825.429688 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -79825.43 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80155.570312 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -80155.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80310.054688 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -80310.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -80421.210938 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -80421.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -80547.664062 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -80547.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80741.296875 Penalty: 3332.630615
	Iteration 5F: 3 clusters Score -80741.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -80865.929688 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -80865.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -80964.367188 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -80964.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -81065.289062 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -81065.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -81140.875000 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -81140.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81196.453125 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -81196.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -81220.421875 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -81220.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -81226.320312 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -81226.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -81227.757812 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -81227.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -81227.757812 Penalty: 3332.630615
	Iteration 14F: 3 clusters Score -81227.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -280640.718750 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -280640.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -277398.156250 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -277398.2 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -278383.718750 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -278383.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -278818.500000 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -278818.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -279151.093750 Penalty: 3980.331787
	Iteration 3F: 3 clusters Score -279151.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -279558.625000 Penalty: 3980.331787
	Iteration 4F: 3 clusters Score -279558.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -279936.156250 Penalty: 3980.331787
	Iteration 5F: 3 clusters Score -279936.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -280205.718750 Penalty: 3980.331787
	Iteration 6F: 3 clusters Score -280205.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -280372.343750 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -280372.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -280490.750000 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -280490.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -280568.062500 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -280568.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -280621.812500 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -280621.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -280645.281250 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -280645.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -280665.687500 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -280665.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -280688.375000 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -280688.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -280697.937500 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -280697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -280699.875000 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -280699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -280699.968750 Penalty: 3980.331787
	Iteration 16F: 3 clusters Score -280700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -280708.125000 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -280708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -280710.375000 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -280710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -280712.281250 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -280712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -280714.218750 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -280714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -280718.375000 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -280718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -280727.437500 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -280727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -280730.468750 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -280730.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -280730.468750 Penalty: 3980.331787
	Iteration 24F: 3 clusters Score -280730.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211872 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39908 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7952 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 2344 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11037 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17261 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Mstep: Class 66 contains 712 members 
Entering Unmasked Estep 
Score: -139298640.000000 Penalty: 230321.296875
Splitting cluster 39 changes total score from -139300240.000000 to -139298640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -851847.500000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -851847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -845310.312500 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -845310.3 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -847221.500000 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -847221.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -847499.625000 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -847499.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -847701.437500 Penalty: 4469.957520
	Iteration 3Q: 3 clusters Score -847701.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -847876.312500 Penalty: 4469.957520
	Iteration 4Q: 3 clusters Score -847876.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -848062.937500 Penalty: 4469.957520
	Iteration 5Q: 3 clusters Score -848062.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -848265.062500 Penalty: 4469.957520
	Iteration 6Q: 3 clusters Score -848265.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -848535.750000 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -848535.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -848889.500000 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -848889.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -849352.062500 Penalty: 4469.957520
	Iteration 9F: 3 clusters Score -849352.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -849958.562500 Penalty: 4469.957520
	Iteration 10F: 3 clusters Score -849958.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -850535.437500 Penalty: 4469.957520
	Iteration 11F: 3 clusters Score -850535.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -850942.375000 Penalty: 4469.957520
	Iteration 12F: 3 clusters Score -850942.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -851214.937500 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -851214.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -851386.437500 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -851386.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -851479.437500 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -851479.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -851530.750000 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -851530.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -851555.375000 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -851555.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -851572.437500 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -851572.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -851585.625000 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -851585.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -851593.187500 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -851593.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -851599.625000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -851599.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -851603.187500 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -851603.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -851606.500000 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -851606.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -851610.937500 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -851610.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -851614.062500 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -851614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -851615.500000 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -851615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -851617.187500 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -851617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -851619.937500 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -851619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -851620.375000 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -851620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -851621.812500 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -851621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -851622.375000 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -851622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -851622.875000 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -851622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -851621.437500 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -851621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -851621.437500 Penalty: 4469.957520
	Iteration 34F: 3 clusters Score -851621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -32996.730469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32996.73 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 166 members 
Entering Unmasked Estep 
Score: -31690.179688 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31690.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31806.298828 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31806.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31835.898438 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31849.769531 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31849.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31858.835938 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31858.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31861.144531 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -31861.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31863.046875 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -31863.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31864.865234 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -31864.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31865.765625 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -31865.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31865.765625 Penalty: 2850.116943
	Iteration 9F: 3 clusters Score -31865.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -949963.625000 Penalty: 2258.365479
	Iteration 0F: 2 clusters Score -949963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -942974.875000 Penalty: 4516.730957
	Iteration 0F: 3 clusters Score -942974.9 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -945026.125000 Penalty: 4516.730957
	Iteration 1F: 3 clusters Score -945026.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -945402.437500 Penalty: 4516.730957
	Iteration 2F: 3 clusters Score -945402.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -945700.937500 Penalty: 4516.730957
	Iteration 3F: 3 clusters Score -945700.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -945906.687500 Penalty: 4516.730957
	Iteration 4Q: 3 clusters Score -945906.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -946079.937500 Penalty: 4516.730957
	Iteration 5Q: 3 clusters Score -946079.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -946231.750000 Penalty: 4516.730957
	Iteration 6Q: 3 clusters Score -946231.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -946375.375000 Penalty: 4516.730957
	Iteration 7Q: 3 clusters Score -946375.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -946499.312500 Penalty: 4516.730957
	Iteration 8Q: 3 clusters Score -946499.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -946632.562500 Penalty: 4516.730957
	Iteration 9Q: 3 clusters Score -946632.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -946790.375000 Penalty: 4516.730957
	Iteration 10Q: 3 clusters Score -946790.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -946960.437500 Penalty: 4516.730957
	Iteration 11Q: 3 clusters Score -946960.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -947140.187500 Penalty: 4516.730957
	Iteration 12Q: 3 clusters Score -947140.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -947332.562500 Penalty: 4516.730957
	Iteration 13Q: 3 clusters Score -947332.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -947547.937500 Penalty: 4516.730957
	Iteration 14Q: 3 clusters Score -947547.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -947756.687500 Penalty: 4516.730957
	Iteration 15Q: 3 clusters Score -947756.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -947955.000000 Penalty: 4516.730957
	Iteration 16Q: 3 clusters Score -947955 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -948141.375000 Penalty: 4516.730957
	Iteration 17Q: 3 clusters Score -948141.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -948292.187500 Penalty: 4516.730957
	Iteration 18Q: 3 clusters Score -948292.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -948405.000000 Penalty: 4516.730957
	Iteration 19Q: 3 clusters Score -948405 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -948501.625000 Penalty: 4516.730957
	Iteration 20F: 3 clusters Score -948501.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -948586.562500 Penalty: 4516.730957
	Iteration 21Q: 3 clusters Score -948586.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -948676.437500 Penalty: 4516.730957
	Iteration 22Q: 3 clusters Score -948676.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -948781.812500 Penalty: 4516.730957
	Iteration 23Q: 3 clusters Score -948781.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -948894.375000 Penalty: 4516.730957
	Iteration 24Q: 3 clusters Score -948894.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -948971.187500 Penalty: 4516.730957
	Iteration 25Q: 3 clusters Score -948971.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -949077.500000 Penalty: 4516.730957
	Iteration 26Q: 3 clusters Score -949077.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -949235.937500 Penalty: 4516.730957
	Iteration 27Q: 3 clusters Score -949235.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -949483.125000 Penalty: 4516.730957
	Iteration 28Q: 3 clusters Score -949483.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -949768.375000 Penalty: 4516.730957
	Iteration 29Q: 3 clusters Score -949768.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -949937.687500 Penalty: 4516.730957
	Iteration 30Q: 3 clusters Score -949937.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -950034.250000 Penalty: 4516.730957
	Iteration 31Q: 3 clusters Score -950034.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -950103.625000 Penalty: 4516.730957
	Iteration 32Q: 3 clusters Score -950103.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -950148.562500 Penalty: 4516.730957
	Iteration 33Q: 3 clusters Score -950148.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -950177.750000 Penalty: 4516.730957
	Iteration 34Q: 3 clusters Score -950177.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -950198.062500 Penalty: 4516.730957
	Iteration 35Q: 3 clusters Score -950198.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -950206.687500 Penalty: 4516.730957
	Iteration 36Q: 3 clusters Score -950206.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -950218.000000 Penalty: 4516.730957
	Iteration 37Q: 3 clusters Score -950218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -950228.687500 Penalty: 4516.730957
	Iteration 38Q: 3 clusters Score -950228.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -950236.812500 Penalty: 4516.730957
	Iteration 39Q: 3 clusters Score -950236.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -950270.250000 Penalty: 4516.730957
	Iteration 40F: 3 clusters Score -950270.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -950291.937500 Penalty: 4516.730957
	Iteration 41Q: 3 clusters Score -950291.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -950306.312500 Penalty: 4516.730957
	Iteration 42Q: 3 clusters Score -950306.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -950318.937500 Penalty: 4516.730957
	Iteration 43Q: 3 clusters Score -950318.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -950327.937500 Penalty: 4516.730957
	Iteration 44Q: 3 clusters Score -950327.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -950339.625000 Penalty: 4516.730957
	Iteration 45Q: 3 clusters Score -950339.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -950344.500000 Penalty: 4516.730957
	Iteration 46Q: 3 clusters Score -950344.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -950357.750000 Penalty: 4516.730957
	Iteration 47Q: 3 clusters Score -950357.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -950367.125000 Penalty: 4516.730957
	Iteration 48Q: 3 clusters Score -950367.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -950374.562500 Penalty: 4516.730957
	Iteration 49Q: 3 clusters Score -950374.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -950384.312500 Penalty: 4516.730957
	Iteration 50Q: 3 clusters Score -950384.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -950387.562500 Penalty: 4516.730957
	Iteration 51Q: 3 clusters Score -950387.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -950396.312500 Penalty: 4516.730957
	Iteration 52Q: 3 clusters Score -950396.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -950400.375000 Penalty: 4516.730957
	Iteration 53Q: 3 clusters Score -950400.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -950402.000000 Penalty: 4516.730957
	Iteration 54Q: 3 clusters Score -950402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -950408.875000 Penalty: 4516.730957
	Iteration 55Q: 3 clusters Score -950408.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -950412.437500 Penalty: 4516.730957
	Iteration 56Q: 3 clusters Score -950412.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -950415.000000 Penalty: 4516.730957
	Iteration 57Q: 3 clusters Score -950415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -950418.750000 Penalty: 4516.730957
	Iteration 58Q: 3 clusters Score -950418.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -950423.375000 Penalty: 4516.730957
	Iteration 59Q: 3 clusters Score -950423.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -950424.062500 Penalty: 4516.730957
	Iteration 60F: 3 clusters Score -950424.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -950425.437500 Penalty: 4516.730957
	Iteration 61Q: 3 clusters Score -950425.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -950429.375000 Penalty: 4516.730957
	Iteration 62Q: 3 clusters Score -950429.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -950427.375000 Penalty: 4516.730957
	Iteration 63Q: 3 clusters Score -950427.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -950431.625000 Penalty: 4516.730957
	Iteration 64Q: 3 clusters Score -950431.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -950438.500000 Penalty: 4516.730957
	Iteration 65Q: 3 clusters Score -950438.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -950441.187500 Penalty: 4516.730957
	Iteration 66Q: 3 clusters Score -950441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -950444.125000 Penalty: 4516.730957
	Iteration 67Q: 3 clusters Score -950444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -950448.687500 Penalty: 4516.730957
	Iteration 68Q: 3 clusters Score -950448.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -950453.875000 Penalty: 4516.730957
	Iteration 69Q: 3 clusters Score -950453.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -950461.562500 Penalty: 4516.730957
	Iteration 70Q: 3 clusters Score -950461.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -950465.062500 Penalty: 4516.730957
	Iteration 71Q: 3 clusters Score -950465.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -950470.125000 Penalty: 4516.730957
	Iteration 72Q: 3 clusters Score -950470.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -950476.125000 Penalty: 4516.730957
	Iteration 73Q: 3 clusters Score -950476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -950477.312500 Penalty: 4516.730957
	Iteration 74Q: 3 clusters Score -950477.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -950480.625000 Penalty: 4516.730957
	Iteration 75Q: 3 clusters Score -950480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -950479.250000 Penalty: 4516.730957
	Iteration 76Q: 3 clusters Score -950479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -950477.875000 Penalty: 4516.730957
	Iteration 77Q: 3 clusters Score -950477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -950480.875000 Penalty: 4516.730957
	Iteration 78Q: 3 clusters Score -950480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -950480.125000 Penalty: 4516.730957
	Iteration 79Q: 3 clusters Score -950480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -950481.562500 Penalty: 4516.730957
	Iteration 80F: 3 clusters Score -950481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -950482.500000 Penalty: 4516.730957
	Iteration 81Q: 3 clusters Score -950482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -950483.875000 Penalty: 4516.730957
	Iteration 82Q: 3 clusters Score -950483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -950482.625000 Penalty: 4516.730957
	Iteration 83Q: 3 clusters Score -950482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -950484.375000 Penalty: 4516.730957
	Iteration 84Q: 3 clusters Score -950484.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -950487.250000 Penalty: 4516.730957
	Iteration 85Q: 3 clusters Score -950487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -950489.437500 Penalty: 4516.730957
	Iteration 86Q: 3 clusters Score -950489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -950489.437500 Penalty: 4516.730957
	Iteration 87Q: 3 clusters Score -950489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -950491.687500 Penalty: 4516.730957
	Iteration 88Q: 3 clusters Score -950491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -950491.937500 Penalty: 4516.730957
	Iteration 89Q: 3 clusters Score -950491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -950492.375000 Penalty: 4516.730957
	Iteration 90Q: 3 clusters Score -950492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -950493.437500 Penalty: 4516.730957
	Iteration 91Q: 3 clusters Score -950493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -950492.687500 Penalty: 4516.730957
	Iteration 92Q: 3 clusters Score -950492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -950494.375000 Penalty: 4516.730957
	Iteration 93Q: 3 clusters Score -950494.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -950494.375000 Penalty: 4516.730957
	Iteration 94F: 3 clusters Score -950494.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211872 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39908 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7952 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 4189 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11037 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17261 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Mstep: Class 66 contains 4823 members 
Entering Unmasked Estep 
Score: -139299664.000000 Penalty: 230321.296875
Splitting cluster 42 changes total score from -139300240.000000 to -139299664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (7150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Entering Unmasked Estep 
Score: -756755.687500 Penalty: 2200.967041
	Iteration 0F: 2 clusters Score -756755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -750925.187500 Penalty: 4401.934082
	Iteration 0F: 3 clusters Score -750925.2 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -752435.125000 Penalty: 4401.934082
	Iteration 1F: 3 clusters Score -752435.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -752691.125000 Penalty: 4401.934082
	Iteration 2F: 3 clusters Score -752691.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -752859.062500 Penalty: 4401.934082
	Iteration 3Q: 3 clusters Score -752859.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -753010.250000 Penalty: 4401.934082
	Iteration 4Q: 3 clusters Score -753010.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -753152.812500 Penalty: 4401.934082
	Iteration 5Q: 3 clusters Score -753152.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -753287.250000 Penalty: 4401.934082
	Iteration 6Q: 3 clusters Score -753287.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -753429.312500 Penalty: 4401.934082
	Iteration 7Q: 3 clusters Score -753429.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -753604.000000 Penalty: 4401.934082
	Iteration 8Q: 3 clusters Score -753604 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -753810.937500 Penalty: 4401.934082
	Iteration 9Q: 3 clusters Score -753810.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -754050.500000 Penalty: 4401.934082
	Iteration 10Q: 3 clusters Score -754050.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -754312.125000 Penalty: 4401.934082
	Iteration 11Q: 3 clusters Score -754312.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -754567.000000 Penalty: 4401.934082
	Iteration 12Q: 3 clusters Score -754567 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -754790.437500 Penalty: 4401.934082
	Iteration 13Q: 3 clusters Score -754790.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -754941.812500 Penalty: 4401.934082
	Iteration 14Q: 3 clusters Score -754941.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -755052.187500 Penalty: 4401.934082
	Iteration 15Q: 3 clusters Score -755052.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -755134.187500 Penalty: 4401.934082
	Iteration 16Q: 3 clusters Score -755134.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -755221.687500 Penalty: 4401.934082
	Iteration 17Q: 3 clusters Score -755221.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -755310.812500 Penalty: 4401.934082
	Iteration 18Q: 3 clusters Score -755310.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -755420.750000 Penalty: 4401.934082
	Iteration 19Q: 3 clusters Score -755420.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -755525.875000 Penalty: 4401.934082
	Iteration 20F: 3 clusters Score -755525.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -755646.437500 Penalty: 4401.934082
	Iteration 21Q: 3 clusters Score -755646.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -755763.062500 Penalty: 4401.934082
	Iteration 22Q: 3 clusters Score -755763.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -755888.437500 Penalty: 4401.934082
	Iteration 23Q: 3 clusters Score -755888.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -756007.937500 Penalty: 4401.934082
	Iteration 24Q: 3 clusters Score -756007.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -756084.812500 Penalty: 4401.934082
	Iteration 25Q: 3 clusters Score -756084.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -756138.437500 Penalty: 4401.934082
	Iteration 26Q: 3 clusters Score -756138.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -756170.000000 Penalty: 4401.934082
	Iteration 27Q: 3 clusters Score -756170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -756186.625000 Penalty: 4401.934082
	Iteration 28Q: 3 clusters Score -756186.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -756200.250000 Penalty: 4401.934082
	Iteration 29Q: 3 clusters Score -756200.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -756213.750000 Penalty: 4401.934082
	Iteration 30Q: 3 clusters Score -756213.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -756230.437500 Penalty: 4401.934082
	Iteration 31Q: 3 clusters Score -756230.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -756253.937500 Penalty: 4401.934082
	Iteration 32Q: 3 clusters Score -756253.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -756267.687500 Penalty: 4401.934082
	Iteration 33Q: 3 clusters Score -756267.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -756276.750000 Penalty: 4401.934082
	Iteration 34Q: 3 clusters Score -756276.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -756285.687500 Penalty: 4401.934082
	Iteration 35Q: 3 clusters Score -756285.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -756298.875000 Penalty: 4401.934082
	Iteration 36Q: 3 clusters Score -756298.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -756308.437500 Penalty: 4401.934082
	Iteration 37Q: 3 clusters Score -756308.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -756314.750000 Penalty: 4401.934082
	Iteration 38Q: 3 clusters Score -756314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -756320.562500 Penalty: 4401.934082
	Iteration 39Q: 3 clusters Score -756320.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -756325.125000 Penalty: 4401.934082
	Iteration 40F: 3 clusters Score -756325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -756326.812500 Penalty: 4401.934082
	Iteration 41Q: 3 clusters Score -756326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -756330.125000 Penalty: 4401.934082
	Iteration 42Q: 3 clusters Score -756330.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -756330.687500 Penalty: 4401.934082
	Iteration 43Q: 3 clusters Score -756330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -756330.375000 Penalty: 4401.934082
	Iteration 44Q: 3 clusters Score -756330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -756329.750000 Penalty: 4401.934082
	Iteration 45Q: 3 clusters Score -756329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -756330.687500 Penalty: 4401.934082
	Iteration 46Q: 3 clusters Score -756330.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -756330.687500 Penalty: 4401.934082
	Iteration 47F: 3 clusters Score -756330.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (52914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Entering Unmasked Estep 
Score: -6024887.500000 Penalty: 2697.352783
	Iteration 0F: 2 clusters Score -6024888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5989351.500000 Penalty: 5394.705566
	Iteration 0F: 3 clusters Score -5989352 nChanged 24479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -6002851.000000 Penalty: 5394.705566
	Iteration 1F: 3 clusters Score -6002851 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -6003557.000000 Penalty: 5394.705566
	Iteration 2Q: 3 clusters Score -6003557 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -6004178.500000 Penalty: 5394.705566
	Iteration 3Q: 3 clusters Score -6004178 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -6004926.000000 Penalty: 5394.705566
	Iteration 4Q: 3 clusters Score -6004926 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6005797.500000 Penalty: 5394.705566
	Iteration 5Q: 3 clusters Score -6005798 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -6006981.000000 Penalty: 5394.705566
	Iteration 6Q: 3 clusters Score -6006981 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -6008556.000000 Penalty: 5394.705566
	Iteration 7F: 3 clusters Score -6008556 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -6010708.000000 Penalty: 5394.705566
	Iteration 8F: 3 clusters Score -6010708 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -6013470.500000 Penalty: 5394.705566
	Iteration 9F: 3 clusters Score -6013470 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -6016364.000000 Penalty: 5394.705566
	Iteration 10F: 3 clusters Score -6016364 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -6018714.000000 Penalty: 5394.705566
	Iteration 11F: 3 clusters Score -6018714 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6020382.500000 Penalty: 5394.705566
	Iteration 12Q: 3 clusters Score -6020382 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6021358.500000 Penalty: 5394.705566
	Iteration 13Q: 3 clusters Score -6021358 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6021868.000000 Penalty: 5394.705566
	Iteration 14Q: 3 clusters Score -6021868 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6022167.000000 Penalty: 5394.705566
	Iteration 15Q: 3 clusters Score -6022167 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6022376.000000 Penalty: 5394.705566
	Iteration 16Q: 3 clusters Score -6022376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6022465.000000 Penalty: 5394.705566
	Iteration 17Q: 3 clusters Score -6022465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6022508.500000 Penalty: 5394.705566
	Iteration 18Q: 3 clusters Score -6022508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6022536.500000 Penalty: 5394.705566
	Iteration 19Q: 3 clusters Score -6022536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6022539.500000 Penalty: 5394.705566
	Iteration 20F: 3 clusters Score -6022540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6022546.000000 Penalty: 5394.705566
	Iteration 21Q: 3 clusters Score -6022546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6022555.000000 Penalty: 5394.705566
	Iteration 22Q: 3 clusters Score -6022555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6022561.500000 Penalty: 5394.705566
	Iteration 23Q: 3 clusters Score -6022562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6022563.500000 Penalty: 5394.705566
	Iteration 24Q: 3 clusters Score -6022564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6022561.500000 Penalty: 5394.705566
	Iteration 25Q: 3 clusters Score -6022562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6022562.000000 Penalty: 5394.705566
	Iteration 26Q: 3 clusters Score -6022562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6022560.000000 Penalty: 5394.705566
	Iteration 27Q: 3 clusters Score -6022560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6022564.500000 Penalty: 5394.705566
	Iteration 28Q: 3 clusters Score -6022564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6022564.500000 Penalty: 5394.705566
	Iteration 29F: 3 clusters Score -6022564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Entering Unmasked Estep 
Score: -1882329.875000 Penalty: 2409.974609
	Iteration 0F: 2 clusters Score -1882330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1870502.625000 Penalty: 4819.949219
	Iteration 0F: 3 clusters Score -1870503 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1874301.000000 Penalty: 4819.949219
	Iteration 1F: 3 clusters Score -1874301 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1874701.625000 Penalty: 4819.949219
	Iteration 2F: 3 clusters Score -1874702 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1875043.375000 Penalty: 4819.949219
	Iteration 3F: 3 clusters Score -1875043 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1875331.750000 Penalty: 4819.949219
	Iteration 4Q: 3 clusters Score -1875332 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1875602.125000 Penalty: 4819.949219
	Iteration 5Q: 3 clusters Score -1875602 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1875898.125000 Penalty: 4819.949219
	Iteration 6Q: 3 clusters Score -1875898 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1876181.125000 Penalty: 4819.949219
	Iteration 7Q: 3 clusters Score -1876181 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1876514.125000 Penalty: 4819.949219
	Iteration 8Q: 3 clusters Score -1876514 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1876849.125000 Penalty: 4819.949219
	Iteration 9Q: 3 clusters Score -1876849 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1877135.125000 Penalty: 4819.949219
	Iteration 10Q: 3 clusters Score -1877135 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1877375.375000 Penalty: 4819.949219
	Iteration 11Q: 3 clusters Score -1877375 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1877598.250000 Penalty: 4819.949219
	Iteration 12Q: 3 clusters Score -1877598 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1877788.500000 Penalty: 4819.949219
	Iteration 13Q: 3 clusters Score -1877788 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1877948.500000 Penalty: 4819.949219
	Iteration 14Q: 3 clusters Score -1877948 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1878089.750000 Penalty: 4819.949219
	Iteration 15Q: 3 clusters Score -1878090 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1878239.750000 Penalty: 4819.949219
	Iteration 16Q: 3 clusters Score -1878240 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1878375.625000 Penalty: 4819.949219
	Iteration 17Q: 3 clusters Score -1878376 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1878489.250000 Penalty: 4819.949219
	Iteration 18Q: 3 clusters Score -1878489 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1878588.625000 Penalty: 4819.949219
	Iteration 19Q: 3 clusters Score -1878589 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1878675.250000 Penalty: 4819.949219
	Iteration 20F: 3 clusters Score -1878675 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1878761.125000 Penalty: 4819.949219
	Iteration 21Q: 3 clusters Score -1878761 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1878834.625000 Penalty: 4819.949219
	Iteration 22Q: 3 clusters Score -1878835 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1878902.625000 Penalty: 4819.949219
	Iteration 23Q: 3 clusters Score -1878903 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1878961.875000 Penalty: 4819.949219
	Iteration 24Q: 3 clusters Score -1878962 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1879013.125000 Penalty: 4819.949219
	Iteration 25Q: 3 clusters Score -1879013 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1879053.625000 Penalty: 4819.949219
	Iteration 26Q: 3 clusters Score -1879054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1879090.750000 Penalty: 4819.949219
	Iteration 27Q: 3 clusters Score -1879091 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1879121.625000 Penalty: 4819.949219
	Iteration 28Q: 3 clusters Score -1879122 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1879155.750000 Penalty: 4819.949219
	Iteration 29Q: 3 clusters Score -1879156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1879203.250000 Penalty: 4819.949219
	Iteration 30Q: 3 clusters Score -1879203 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1879243.250000 Penalty: 4819.949219
	Iteration 31Q: 3 clusters Score -1879243 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1879275.750000 Penalty: 4819.949219
	Iteration 32Q: 3 clusters Score -1879276 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1879318.625000 Penalty: 4819.949219
	Iteration 33Q: 3 clusters Score -1879319 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1879353.375000 Penalty: 4819.949219
	Iteration 34Q: 3 clusters Score -1879353 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1879399.875000 Penalty: 4819.949219
	Iteration 35Q: 3 clusters Score -1879400 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1879438.125000 Penalty: 4819.949219
	Iteration 36Q: 3 clusters Score -1879438 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1879464.375000 Penalty: 4819.949219
	Iteration 37Q: 3 clusters Score -1879464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1879499.875000 Penalty: 4819.949219
	Iteration 38Q: 3 clusters Score -1879500 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1879538.750000 Penalty: 4819.949219
	Iteration 39Q: 3 clusters Score -1879539 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1879585.875000 Penalty: 4819.949219
	Iteration 40F: 3 clusters Score -1879586 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1879614.875000 Penalty: 4819.949219
	Iteration 41Q: 3 clusters Score -1879615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1879647.750000 Penalty: 4819.949219
	Iteration 42Q: 3 clusters Score -1879648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1879679.375000 Penalty: 4819.949219
	Iteration 43Q: 3 clusters Score -1879679 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1879704.625000 Penalty: 4819.949219
	Iteration 44Q: 3 clusters Score -1879705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1879731.000000 Penalty: 4819.949219
	Iteration 45Q: 3 clusters Score -1879731 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1879764.250000 Penalty: 4819.949219
	Iteration 46Q: 3 clusters Score -1879764 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1879793.250000 Penalty: 4819.949219
	Iteration 47Q: 3 clusters Score -1879793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1879836.625000 Penalty: 4819.949219
	Iteration 48Q: 3 clusters Score -1879837 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1879868.250000 Penalty: 4819.949219
	Iteration 49Q: 3 clusters Score -1879868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1879908.125000 Penalty: 4819.949219
	Iteration 50Q: 3 clusters Score -1879908 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1879955.500000 Penalty: 4819.949219
	Iteration 51Q: 3 clusters Score -1879956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1879989.375000 Penalty: 4819.949219
	Iteration 52Q: 3 clusters Score -1879989 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1880023.125000 Penalty: 4819.949219
	Iteration 53Q: 3 clusters Score -1880023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1880054.625000 Penalty: 4819.949219
	Iteration 54Q: 3 clusters Score -1880055 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1880075.375000 Penalty: 4819.949219
	Iteration 55Q: 3 clusters Score -1880075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1880101.875000 Penalty: 4819.949219
	Iteration 56Q: 3 clusters Score -1880102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1880131.125000 Penalty: 4819.949219
	Iteration 57Q: 3 clusters Score -1880131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1880166.500000 Penalty: 4819.949219
	Iteration 58Q: 3 clusters Score -1880166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1880185.500000 Penalty: 4819.949219
	Iteration 59Q: 3 clusters Score -1880186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1880200.500000 Penalty: 4819.949219
	Iteration 60F: 3 clusters Score -1880200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1880208.500000 Penalty: 4819.949219
	Iteration 61Q: 3 clusters Score -1880208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1880214.500000 Penalty: 4819.949219
	Iteration 62Q: 3 clusters Score -1880214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1880227.625000 Penalty: 4819.949219
	Iteration 63Q: 3 clusters Score -1880228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1880231.500000 Penalty: 4819.949219
	Iteration 64Q: 3 clusters Score -1880232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1880234.625000 Penalty: 4819.949219
	Iteration 65Q: 3 clusters Score -1880235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1880245.875000 Penalty: 4819.949219
	Iteration 66Q: 3 clusters Score -1880246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1880251.500000 Penalty: 4819.949219
	Iteration 67Q: 3 clusters Score -1880252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1880257.375000 Penalty: 4819.949219
	Iteration 68Q: 3 clusters Score -1880257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1880265.125000 Penalty: 4819.949219
	Iteration 69Q: 3 clusters Score -1880265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1880265.500000 Penalty: 4819.949219
	Iteration 70Q: 3 clusters Score -1880266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1880273.125000 Penalty: 4819.949219
	Iteration 71Q: 3 clusters Score -1880273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1880277.875000 Penalty: 4819.949219
	Iteration 72Q: 3 clusters Score -1880278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1880285.125000 Penalty: 4819.949219
	Iteration 73Q: 3 clusters Score -1880285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1880291.250000 Penalty: 4819.949219
	Iteration 74Q: 3 clusters Score -1880291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1880299.375000 Penalty: 4819.949219
	Iteration 75Q: 3 clusters Score -1880299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1880300.750000 Penalty: 4819.949219
	Iteration 76Q: 3 clusters Score -1880301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1880303.375000 Penalty: 4819.949219
	Iteration 77Q: 3 clusters Score -1880303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1880310.625000 Penalty: 4819.949219
	Iteration 78Q: 3 clusters Score -1880311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1880318.125000 Penalty: 4819.949219
	Iteration 79Q: 3 clusters Score -1880318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1880320.500000 Penalty: 4819.949219
	Iteration 80F: 3 clusters Score -1880320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1880323.125000 Penalty: 4819.949219
	Iteration 81Q: 3 clusters Score -1880323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1880324.875000 Penalty: 4819.949219
	Iteration 82Q: 3 clusters Score -1880325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1880329.625000 Penalty: 4819.949219
	Iteration 83Q: 3 clusters Score -1880330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1880332.000000 Penalty: 4819.949219
	Iteration 84Q: 3 clusters Score -1880332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1880332.750000 Penalty: 4819.949219
	Iteration 85Q: 3 clusters Score -1880333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1880335.625000 Penalty: 4819.949219
	Iteration 86Q: 3 clusters Score -1880336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1880334.375000 Penalty: 4819.949219
	Iteration 87Q: 3 clusters Score -1880334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1880334.375000 Penalty: 4819.949219
	Iteration 88F: 3 clusters Score -1880334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (44501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Entering Unmasked Estep 
Score: -5039244.000000 Penalty: 2654.410156
	Iteration 0F: 2 clusters Score -5039244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5009221.500000 Penalty: 5308.820312
	Iteration 0F: 3 clusters Score -5009222 nChanged 20472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5020455.000000 Penalty: 5308.820312
	Iteration 1F: 3 clusters Score -5020455 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5021111.000000 Penalty: 5308.820312
	Iteration 2Q: 3 clusters Score -5021111 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5022024.000000 Penalty: 5308.820312
	Iteration 3Q: 3 clusters Score -5022024 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5023278.500000 Penalty: 5308.820312
	Iteration 4F: 3 clusters Score -5023278 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -5025107.500000 Penalty: 5308.820312
	Iteration 5F: 3 clusters Score -5025108 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5027315.000000 Penalty: 5308.820312
	Iteration 6F: 3 clusters Score -5027315 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -5029489.000000 Penalty: 5308.820312
	Iteration 7F: 3 clusters Score -5029489 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -5031311.500000 Penalty: 5308.820312
	Iteration 8F: 3 clusters Score -5031312 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -5032607.500000 Penalty: 5308.820312
	Iteration 9F: 3 clusters Score -5032608 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -5033484.000000 Penalty: 5308.820312
	Iteration 10Q: 3 clusters Score -5033484 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -5034145.000000 Penalty: 5308.820312
	Iteration 11Q: 3 clusters Score -5034145 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -5034630.500000 Penalty: 5308.820312
	Iteration 12Q: 3 clusters Score -5034630 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -5035053.000000 Penalty: 5308.820312
	Iteration 13Q: 3 clusters Score -5035053 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -5035360.500000 Penalty: 5308.820312
	Iteration 14Q: 3 clusters Score -5035360 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -5035634.500000 Penalty: 5308.820312
	Iteration 15Q: 3 clusters Score -5035634 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -5035827.000000 Penalty: 5308.820312
	Iteration 16Q: 3 clusters Score -5035827 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5035973.500000 Penalty: 5308.820312
	Iteration 17Q: 3 clusters Score -5035974 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -5036151.500000 Penalty: 5308.820312
	Iteration 18Q: 3 clusters Score -5036152 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -5036295.000000 Penalty: 5308.820312
	Iteration 19Q: 3 clusters Score -5036295 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5036435.500000 Penalty: 5308.820312
	Iteration 20F: 3 clusters Score -5036436 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -5036587.000000 Penalty: 5308.820312
	Iteration 21Q: 3 clusters Score -5036587 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -5036689.000000 Penalty: 5308.820312
	Iteration 22Q: 3 clusters Score -5036689 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -5036800.000000 Penalty: 5308.820312
	Iteration 23Q: 3 clusters Score -5036800 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -5036886.500000 Penalty: 5308.820312
	Iteration 24Q: 3 clusters Score -5036886 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -5036968.000000 Penalty: 5308.820312
	Iteration 25Q: 3 clusters Score -5036968 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -5037078.500000 Penalty: 5308.820312
	Iteration 26Q: 3 clusters Score -5037078 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -5037165.000000 Penalty: 5308.820312
	Iteration 27Q: 3 clusters Score -5037165 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5037231.500000 Penalty: 5308.820312
	Iteration 28Q: 3 clusters Score -5037232 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -5037277.500000 Penalty: 5308.820312
	Iteration 29Q: 3 clusters Score -5037278 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -5037311.000000 Penalty: 5308.820312
	Iteration 30Q: 3 clusters Score -5037311 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -5037355.000000 Penalty: 5308.820312
	Iteration 31Q: 3 clusters Score -5037355 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -5037370.000000 Penalty: 5308.820312
	Iteration 32Q: 3 clusters Score -5037370 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -5037422.500000 Penalty: 5308.820312
	Iteration 33Q: 3 clusters Score -5037422 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -5037478.500000 Penalty: 5308.820312
	Iteration 34Q: 3 clusters Score -5037478 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -5037486.000000 Penalty: 5308.820312
	Iteration 35Q: 3 clusters Score -5037486 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -5037535.000000 Penalty: 5308.820312
	Iteration 36Q: 3 clusters Score -5037535 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -5037527.500000 Penalty: 5308.820312
	Iteration 37Q: 3 clusters Score -5037528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5037555.500000 Penalty: 5308.820312
	Iteration 38Q: 3 clusters Score -5037556 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -5037579.500000 Penalty: 5308.820312
	Iteration 39Q: 3 clusters Score -5037580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5037599.500000 Penalty: 5308.820312
	Iteration 40F: 3 clusters Score -5037600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -5037618.000000 Penalty: 5308.820312
	Iteration 41Q: 3 clusters Score -5037618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -5037640.500000 Penalty: 5308.820312
	Iteration 42Q: 3 clusters Score -5037640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5037664.000000 Penalty: 5308.820312
	Iteration 43Q: 3 clusters Score -5037664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -5037673.000000 Penalty: 5308.820312
	Iteration 44Q: 3 clusters Score -5037673 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -5037686.500000 Penalty: 5308.820312
	Iteration 45Q: 3 clusters Score -5037686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5037699.000000 Penalty: 5308.820312
	Iteration 46Q: 3 clusters Score -5037699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -5037711.000000 Penalty: 5308.820312
	Iteration 47Q: 3 clusters Score -5037711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -5037723.500000 Penalty: 5308.820312
	Iteration 48Q: 3 clusters Score -5037724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5037714.500000 Penalty: 5308.820312
	Iteration 49Q: 3 clusters Score -5037714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -5037729.500000 Penalty: 5308.820312
	Iteration 50Q: 3 clusters Score -5037730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -5037748.500000 Penalty: 5308.820312
	Iteration 51Q: 3 clusters Score -5037748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5037764.000000 Penalty: 5308.820312
	Iteration 52Q: 3 clusters Score -5037764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -5037765.000000 Penalty: 5308.820312
	Iteration 53Q: 3 clusters Score -5037765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5037760.000000 Penalty: 5308.820312
	Iteration 54Q: 3 clusters Score -5037760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5037758.500000 Penalty: 5308.820312
	Iteration 55Q: 3 clusters Score -5037758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -5037765.500000 Penalty: 5308.820312
	Iteration 56Q: 3 clusters Score -5037766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -5037767.000000 Penalty: 5308.820312
	Iteration 57Q: 3 clusters Score -5037767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -5037780.500000 Penalty: 5308.820312
	Iteration 58Q: 3 clusters Score -5037780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -5037781.500000 Penalty: 5308.820312
	Iteration 59Q: 3 clusters Score -5037782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -5037793.500000 Penalty: 5308.820312
	Iteration 60F: 3 clusters Score -5037794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -5037798.500000 Penalty: 5308.820312
	Iteration 61Q: 3 clusters Score -5037798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -5037805.000000 Penalty: 5308.820312
	Iteration 62Q: 3 clusters Score -5037805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5037807.500000 Penalty: 5308.820312
	Iteration 63Q: 3 clusters Score -5037808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5037817.500000 Penalty: 5308.820312
	Iteration 64Q: 3 clusters Score -5037818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5037824.500000 Penalty: 5308.820312
	Iteration 65Q: 3 clusters Score -5037824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5037828.500000 Penalty: 5308.820312
	Iteration 66Q: 3 clusters Score -5037828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -5037825.000000 Penalty: 5308.820312
	Iteration 67Q: 3 clusters Score -5037825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -5037828.000000 Penalty: 5308.820312
	Iteration 68Q: 3 clusters Score -5037828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5037827.000000 Penalty: 5308.820312
	Iteration 69Q: 3 clusters Score -5037827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -5037825.500000 Penalty: 5308.820312
	Iteration 70Q: 3 clusters Score -5037826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -5037831.500000 Penalty: 5308.820312
	Iteration 71Q: 3 clusters Score -5037832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -5037832.500000 Penalty: 5308.820312
	Iteration 72Q: 3 clusters Score -5037832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5037839.000000 Penalty: 5308.820312
	Iteration 73Q: 3 clusters Score -5037839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -5037830.500000 Penalty: 5308.820312
	Iteration 74Q: 3 clusters Score -5037830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5037835.000000 Penalty: 5308.820312
	Iteration 75Q: 3 clusters Score -5037835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -5037831.500000 Penalty: 5308.820312
	Iteration 76Q: 3 clusters Score -5037832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -5037842.000000 Penalty: 5308.820312
	Iteration 77Q: 3 clusters Score -5037842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5037833.000000 Penalty: 5308.820312
	Iteration 78Q: 3 clusters Score -5037833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5037835.500000 Penalty: 5308.820312
	Iteration 79Q: 3 clusters Score -5037836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5037834.000000 Penalty: 5308.820312
	Iteration 80F: 3 clusters Score -5037834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -5037840.500000 Penalty: 5308.820312
	Iteration 81Q: 3 clusters Score -5037840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -5037843.500000 Penalty: 5308.820312
	Iteration 82Q: 3 clusters Score -5037844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -5037848.000000 Penalty: 5308.820312
	Iteration 83Q: 3 clusters Score -5037848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5037845.000000 Penalty: 5308.820312
	Iteration 84Q: 3 clusters Score -5037845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5037845.000000 Penalty: 5308.820312
	Iteration 85Q: 3 clusters Score -5037845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -5037844.500000 Penalty: 5308.820312
	Iteration 86Q: 3 clusters Score -5037844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5037842.500000 Penalty: 5308.820312
	Iteration 87Q: 3 clusters Score -5037842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5037841.500000 Penalty: 5308.820312
	Iteration 88Q: 3 clusters Score -5037842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5037841.500000 Penalty: 5308.820312
	Iteration 89Q: 3 clusters Score -5037842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -5037844.500000 Penalty: 5308.820312
	Iteration 90Q: 3 clusters Score -5037844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5037844.500000 Penalty: 5308.820312
	Iteration 91Q: 3 clusters Score -5037844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5037843.000000 Penalty: 5308.820312
	Iteration 92Q: 3 clusters Score -5037843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5037843.000000 Penalty: 5308.820312
	Iteration 93F: 3 clusters Score -5037843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (13960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Entering Unmasked Estep 
Score: -1540356.375000 Penalty: 2366.899902
	Iteration 0F: 2 clusters Score -1540356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1530122.500000 Penalty: 4733.799805
	Iteration 0F: 3 clusters Score -1530122 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1533489.250000 Penalty: 4733.799805
	Iteration 1F: 3 clusters Score -1533489 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1534106.500000 Penalty: 4733.799805
	Iteration 2F: 3 clusters Score -1534106 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1534811.625000 Penalty: 4733.799805
	Iteration 3F: 3 clusters Score -1534812 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1535661.750000 Penalty: 4733.799805
	Iteration 4F: 3 clusters Score -1535662 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1536668.500000 Penalty: 4733.799805
	Iteration 5F: 3 clusters Score -1536668 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1537582.125000 Penalty: 4733.799805
	Iteration 6F: 3 clusters Score -1537582 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1538183.500000 Penalty: 4733.799805
	Iteration 7Q: 3 clusters Score -1538184 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1538552.000000 Penalty: 4733.799805
	Iteration 8Q: 3 clusters Score -1538552 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1538790.875000 Penalty: 4733.799805
	Iteration 9Q: 3 clusters Score -1538791 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1538912.750000 Penalty: 4733.799805
	Iteration 10Q: 3 clusters Score -1538913 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1539000.625000 Penalty: 4733.799805
	Iteration 11Q: 3 clusters Score -1539001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1539049.875000 Penalty: 4733.799805
	Iteration 12Q: 3 clusters Score -1539050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1539076.125000 Penalty: 4733.799805
	Iteration 13Q: 3 clusters Score -1539076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1539103.000000 Penalty: 4733.799805
	Iteration 14Q: 3 clusters Score -1539103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1539124.750000 Penalty: 4733.799805
	Iteration 15Q: 3 clusters Score -1539125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1539136.500000 Penalty: 4733.799805
	Iteration 16Q: 3 clusters Score -1539136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1539143.375000 Penalty: 4733.799805
	Iteration 17Q: 3 clusters Score -1539143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1539158.375000 Penalty: 4733.799805
	Iteration 18Q: 3 clusters Score -1539158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1539172.000000 Penalty: 4733.799805
	Iteration 19Q: 3 clusters Score -1539172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1539170.125000 Penalty: 4733.799805
	Iteration 20F: 3 clusters Score -1539170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1539176.000000 Penalty: 4733.799805
	Iteration 21Q: 3 clusters Score -1539176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1539176.875000 Penalty: 4733.799805
	Iteration 22Q: 3 clusters Score -1539177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1539180.875000 Penalty: 4733.799805
	Iteration 23Q: 3 clusters Score -1539181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1539181.375000 Penalty: 4733.799805
	Iteration 24Q: 3 clusters Score -1539181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1539187.500000 Penalty: 4733.799805
	Iteration 25Q: 3 clusters Score -1539188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1539189.000000 Penalty: 4733.799805
	Iteration 26Q: 3 clusters Score -1539189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1539196.500000 Penalty: 4733.799805
	Iteration 27Q: 3 clusters Score -1539196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1539195.750000 Penalty: 4733.799805
	Iteration 28Q: 3 clusters Score -1539196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1539201.000000 Penalty: 4733.799805
	Iteration 29Q: 3 clusters Score -1539201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1539201.625000 Penalty: 4733.799805
	Iteration 30Q: 3 clusters Score -1539202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1539201.875000 Penalty: 4733.799805
	Iteration 31Q: 3 clusters Score -1539202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1539208.750000 Penalty: 4733.799805
	Iteration 32Q: 3 clusters Score -1539209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1539208.625000 Penalty: 4733.799805
	Iteration 33Q: 3 clusters Score -1539209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1539209.125000 Penalty: 4733.799805
	Iteration 34Q: 3 clusters Score -1539209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1539207.125000 Penalty: 4733.799805
	Iteration 35Q: 3 clusters Score -1539207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1539212.125000 Penalty: 4733.799805
	Iteration 36Q: 3 clusters Score -1539212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1539215.625000 Penalty: 4733.799805
	Iteration 37Q: 3 clusters Score -1539216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1539216.500000 Penalty: 4733.799805
	Iteration 38Q: 3 clusters Score -1539216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1539219.000000 Penalty: 4733.799805
	Iteration 39Q: 3 clusters Score -1539219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1539214.000000 Penalty: 4733.799805
	Iteration 40F: 3 clusters Score -1539214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1539213.125000 Penalty: 4733.799805
	Iteration 41Q: 3 clusters Score -1539213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1539220.875000 Penalty: 4733.799805
	Iteration 42Q: 3 clusters Score -1539221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1539222.500000 Penalty: 4733.799805
	Iteration 43Q: 3 clusters Score -1539222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1539223.125000 Penalty: 4733.799805
	Iteration 44Q: 3 clusters Score -1539223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1539223.750000 Penalty: 4733.799805
	Iteration 45Q: 3 clusters Score -1539224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1539226.875000 Penalty: 4733.799805
	Iteration 46Q: 3 clusters Score -1539227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1539230.375000 Penalty: 4733.799805
	Iteration 47Q: 3 clusters Score -1539230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1539239.125000 Penalty: 4733.799805
	Iteration 48Q: 3 clusters Score -1539239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1539238.500000 Penalty: 4733.799805
	Iteration 49Q: 3 clusters Score -1539238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1539239.875000 Penalty: 4733.799805
	Iteration 50Q: 3 clusters Score -1539240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1539245.250000 Penalty: 4733.799805
	Iteration 51Q: 3 clusters Score -1539245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1539246.250000 Penalty: 4733.799805
	Iteration 52Q: 3 clusters Score -1539246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1539252.625000 Penalty: 4733.799805
	Iteration 53Q: 3 clusters Score -1539253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1539256.750000 Penalty: 4733.799805
	Iteration 54Q: 3 clusters Score -1539257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1539266.875000 Penalty: 4733.799805
	Iteration 55Q: 3 clusters Score -1539267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1539272.500000 Penalty: 4733.799805
	Iteration 56Q: 3 clusters Score -1539272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1539283.000000 Penalty: 4733.799805
	Iteration 57Q: 3 clusters Score -1539283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1539283.500000 Penalty: 4733.799805
	Iteration 58Q: 3 clusters Score -1539284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1539295.375000 Penalty: 4733.799805
	Iteration 59Q: 3 clusters Score -1539295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1539294.625000 Penalty: 4733.799805
	Iteration 60F: 3 clusters Score -1539295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1539297.250000 Penalty: 4733.799805
	Iteration 61Q: 3 clusters Score -1539297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1539313.375000 Penalty: 4733.799805
	Iteration 62Q: 3 clusters Score -1539313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1539318.625000 Penalty: 4733.799805
	Iteration 63Q: 3 clusters Score -1539319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1539316.750000 Penalty: 4733.799805
	Iteration 64Q: 3 clusters Score -1539317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1539326.750000 Penalty: 4733.799805
	Iteration 65Q: 3 clusters Score -1539327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1539336.750000 Penalty: 4733.799805
	Iteration 66Q: 3 clusters Score -1539337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1539347.875000 Penalty: 4733.799805
	Iteration 67Q: 3 clusters Score -1539348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1539362.875000 Penalty: 4733.799805
	Iteration 68Q: 3 clusters Score -1539363 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1539382.875000 Penalty: 4733.799805
	Iteration 69Q: 3 clusters Score -1539383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1539399.750000 Penalty: 4733.799805
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Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3689 members 
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Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3728 members 
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Mstep: Class 1 contains 10195 members 
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Mstep: Class 1 contains 10154 members 
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Mstep: Class 1 contains 10120 members 
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Mstep: Class 1 contains 10080 members 
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Mstep: Class 1 contains 10035 members 
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Mstep: Class 1 contains 9972 members 
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Mstep: Class 1 contains 9911 members 
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Mstep: Class 1 contains 9853 members 
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Mstep: Class 1 contains 9796 members 
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Mstep: Class 1 contains 9737 members 
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Mstep: Class 1 contains 9678 members 
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Mstep: Class 1 contains 9616 members 
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Mstep: Class 1 contains 9553 members 
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Mstep: Class 1 contains 9494 members 
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Mstep: Class 1 contains 9447 members 
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Mstep: Class 1 contains 9400 members 
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Mstep: Class 1 contains 9341 members 
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Mstep: Class 1 contains 9285 members 
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Mstep: Class 1 contains 9238 members 
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Mstep: Class 1 contains 9191 members 
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Mstep: Class 1 contains 9126 members 
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Mstep: Class 1 contains 9071 members 
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Mstep: Class 1 contains 8967 members 
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Mstep: Class 1 contains 8854 members 
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Mstep: Class 1 contains 8824 members 
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Mstep: Class 1 contains 8789 members 
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Mstep: Class 1 contains 8748 members 
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Mstep: Class 1 contains 8712 members 
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Mstep: Class 1 contains 8679 members 
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Mstep: Class 1 contains 8649 members 
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Mstep: Class 1 contains 8611 members 
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Mstep: Class 1 contains 8579 members 
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Mstep: Class 1 contains 8550 members 
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Mstep: Class 1 contains 8525 members 
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Mstep: Class 1 contains 8499 members 
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Mstep: Class 1 contains 8475 members 
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Mstep: Class 1 contains 8452 members 
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Mstep: Class 1 contains 8435 members 
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Mstep: Class 1 contains 8420 members 
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Mstep: Class 1 contains 8407 members 
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Mstep: Class 1 contains 8395 members 
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Mstep: Class 1 contains 8383 members 
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Mstep: Class 1 contains 8371 members 
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Mstep: Class 1 contains 8354 members 
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Mstep: Class 1 contains 8337 members 
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	Iteration 120F: 3 clusters Score -1539936 nChanged 16
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Mstep: Class 1 contains 8321 members 
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Mstep: Class 1 contains 8303 members 
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Mstep: Class 1 contains 8283 members 
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Mstep: Class 1 contains 8261 members 
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Mstep: Class 1 contains 8234 members 
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Mstep: Class 1 contains 8215 members 
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Mstep: Class 1 contains 8197 members 
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Mstep: Class 1 contains 8181 members 
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	Iteration 128Q: 3 clusters Score -1539956 nChanged 8
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Mstep: Class 1 contains 8173 members 
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Mstep: Class 1 contains 8160 members 
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Mstep: Class 1 contains 8145 members 
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	Iteration 132Q: 3 clusters Score -1539963 nChanged 13
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Mstep: Class 1 contains 8132 members 
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Mstep: Class 1 contains 8120 members 
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Mstep: Class 1 contains 8114 members 
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Mstep: Class 1 contains 8094 members 
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	Iteration 159Q: 3 clusters Score -1539992 nChanged 7
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Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1539994.750000 Penalty: 4733.799805
	Iteration 163Q: 3 clusters Score -1539995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1539992.750000 Penalty: 4733.799805
	Iteration 164Q: 3 clusters Score -1539993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1539994.625000 Penalty: 4733.799805
	Iteration 165Q: 3 clusters Score -1539995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1539996.500000 Penalty: 4733.799805
	Iteration 166Q: 3 clusters Score -1539996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1539993.875000 Penalty: 4733.799805
	Iteration 167Q: 3 clusters Score -1539994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1539996.375000 Penalty: 4733.799805
	Iteration 168Q: 3 clusters Score -1539996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1540000.750000 Penalty: 4733.799805
	Iteration 169Q: 3 clusters Score -1540001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1540002.375000 Penalty: 4733.799805
	Iteration 170Q: 3 clusters Score -1540002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1540000.250000 Penalty: 4733.799805
	Iteration 171Q: 3 clusters Score -1540000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1539999.500000 Penalty: 4733.799805
	Iteration 172Q: 3 clusters Score -1540000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1539999.500000 Penalty: 4733.799805
	Iteration 173F: 3 clusters Score -1540000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Entering Unmasked Estep 
Score: -1240753.875000 Penalty: 2308.634033
	Iteration 0F: 2 clusters Score -1240754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1232333.375000 Penalty: 4617.268066
	Iteration 0F: 3 clusters Score -1232333 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1234814.625000 Penalty: 4617.268066
	Iteration 1F: 3 clusters Score -1234815 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1235185.500000 Penalty: 4617.268066
	Iteration 2F: 3 clusters Score -1235186 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1235472.125000 Penalty: 4617.268066
	Iteration 3F: 3 clusters Score -1235472 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1235710.875000 Penalty: 4617.268066
	Iteration 4Q: 3 clusters Score -1235711 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1235928.500000 Penalty: 4617.268066
	Iteration 5Q: 3 clusters Score -1235928 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1236135.375000 Penalty: 4617.268066
	Iteration 6Q: 3 clusters Score -1236135 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1236380.625000 Penalty: 4617.268066
	Iteration 7Q: 3 clusters Score -1236381 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1236679.625000 Penalty: 4617.268066
	Iteration 8Q: 3 clusters Score -1236680 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1237022.500000 Penalty: 4617.268066
	Iteration 9Q: 3 clusters Score -1237022 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1237363.875000 Penalty: 4617.268066
	Iteration 10Q: 3 clusters Score -1237364 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1237651.000000 Penalty: 4617.268066
	Iteration 11Q: 3 clusters Score -1237651 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1237886.375000 Penalty: 4617.268066
	Iteration 12Q: 3 clusters Score -1237886 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1238062.500000 Penalty: 4617.268066
	Iteration 13Q: 3 clusters Score -1238062 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1238208.250000 Penalty: 4617.268066
	Iteration 14Q: 3 clusters Score -1238208 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1238324.875000 Penalty: 4617.268066
	Iteration 15Q: 3 clusters Score -1238325 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1238422.000000 Penalty: 4617.268066
	Iteration 16Q: 3 clusters Score -1238422 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1238506.750000 Penalty: 4617.268066
	Iteration 17Q: 3 clusters Score -1238507 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1238572.875000 Penalty: 4617.268066
	Iteration 18Q: 3 clusters Score -1238573 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1238628.500000 Penalty: 4617.268066
	Iteration 19Q: 3 clusters Score -1238628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1238670.250000 Penalty: 4617.268066
	Iteration 20F: 3 clusters Score -1238670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1238706.250000 Penalty: 4617.268066
	Iteration 21Q: 3 clusters Score -1238706 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1238739.125000 Penalty: 4617.268066
	Iteration 22Q: 3 clusters Score -1238739 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1238779.125000 Penalty: 4617.268066
	Iteration 23Q: 3 clusters Score -1238779 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1238819.250000 Penalty: 4617.268066
	Iteration 24Q: 3 clusters Score -1238819 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1238850.625000 Penalty: 4617.268066
	Iteration 25Q: 3 clusters Score -1238851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1238882.500000 Penalty: 4617.268066
	Iteration 26Q: 3 clusters Score -1238882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1238897.625000 Penalty: 4617.268066
	Iteration 27Q: 3 clusters Score -1238898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1238914.000000 Penalty: 4617.268066
	Iteration 28Q: 3 clusters Score -1238914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1238930.625000 Penalty: 4617.268066
	Iteration 29Q: 3 clusters Score -1238931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1238951.125000 Penalty: 4617.268066
	Iteration 30Q: 3 clusters Score -1238951 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1238962.875000 Penalty: 4617.268066
	Iteration 31Q: 3 clusters Score -1238963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1238980.125000 Penalty: 4617.268066
	Iteration 32Q: 3 clusters Score -1238980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1238998.125000 Penalty: 4617.268066
	Iteration 33Q: 3 clusters Score -1238998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1239006.875000 Penalty: 4617.268066
	Iteration 34Q: 3 clusters Score -1239007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1239024.750000 Penalty: 4617.268066
	Iteration 35Q: 3 clusters Score -1239025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1239039.250000 Penalty: 4617.268066
	Iteration 36Q: 3 clusters Score -1239039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1239053.000000 Penalty: 4617.268066
	Iteration 37Q: 3 clusters Score -1239053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1239070.000000 Penalty: 4617.268066
	Iteration 38Q: 3 clusters Score -1239070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1239076.500000 Penalty: 4617.268066
	Iteration 39Q: 3 clusters Score -1239076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1239078.750000 Penalty: 4617.268066
	Iteration 40F: 3 clusters Score -1239079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1239084.125000 Penalty: 4617.268066
	Iteration 41Q: 3 clusters Score -1239084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1239089.500000 Penalty: 4617.268066
	Iteration 42Q: 3 clusters Score -1239090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1239093.125000 Penalty: 4617.268066
	Iteration 43Q: 3 clusters Score -1239093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1239098.375000 Penalty: 4617.268066
	Iteration 44Q: 3 clusters Score -1239098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1239105.875000 Penalty: 4617.268066
	Iteration 45Q: 3 clusters Score -1239106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1239111.875000 Penalty: 4617.268066
	Iteration 46Q: 3 clusters Score -1239112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1239115.000000 Penalty: 4617.268066
	Iteration 47Q: 3 clusters Score -1239115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1239121.625000 Penalty: 4617.268066
	Iteration 48Q: 3 clusters Score -1239122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1239124.875000 Penalty: 4617.268066
	Iteration 49Q: 3 clusters Score -1239125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1239131.250000 Penalty: 4617.268066
	Iteration 50Q: 3 clusters Score -1239131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1239134.875000 Penalty: 4617.268066
	Iteration 51Q: 3 clusters Score -1239135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1239134.875000 Penalty: 4617.268066
	Iteration 52Q: 3 clusters Score -1239135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1239141.750000 Penalty: 4617.268066
	Iteration 53Q: 3 clusters Score -1239142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1239148.500000 Penalty: 4617.268066
	Iteration 54Q: 3 clusters Score -1239148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1239151.125000 Penalty: 4617.268066
	Iteration 55Q: 3 clusters Score -1239151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1239156.500000 Penalty: 4617.268066
	Iteration 56Q: 3 clusters Score -1239156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1239155.875000 Penalty: 4617.268066
	Iteration 57Q: 3 clusters Score -1239156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1239158.375000 Penalty: 4617.268066
	Iteration 58Q: 3 clusters Score -1239158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1239163.125000 Penalty: 4617.268066
	Iteration 59Q: 3 clusters Score -1239163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1239161.125000 Penalty: 4617.268066
	Iteration 60F: 3 clusters Score -1239161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1239161.250000 Penalty: 4617.268066
	Iteration 61Q: 3 clusters Score -1239161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1239164.750000 Penalty: 4617.268066
	Iteration 62Q: 3 clusters Score -1239165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1239164.750000 Penalty: 4617.268066
	Iteration 63Q: 3 clusters Score -1239165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1239165.500000 Penalty: 4617.268066
	Iteration 64Q: 3 clusters Score -1239166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1239165.375000 Penalty: 4617.268066
	Iteration 65Q: 3 clusters Score -1239165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1239165.750000 Penalty: 4617.268066
	Iteration 66Q: 3 clusters Score -1239166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1239165.750000 Penalty: 4617.268066
	Iteration 67F: 3 clusters Score -1239166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -361469.687500 Penalty: 2034.962036
	Iteration 0F: 2 clusters Score -361469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -357892.781250 Penalty: 4069.924072
	Iteration 0F: 3 clusters Score -357892.8 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -358865.750000 Penalty: 4069.924072
	Iteration 1F: 3 clusters Score -358865.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -359139.625000 Penalty: 4069.924072
	Iteration 2F: 3 clusters Score -359139.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -359341.750000 Penalty: 4069.924072
	Iteration 3F: 3 clusters Score -359341.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -359529.062500 Penalty: 4069.924072
	Iteration 4F: 3 clusters Score -359529.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -359684.968750 Penalty: 4069.924072
	Iteration 5Q: 3 clusters Score -359685 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -359830.937500 Penalty: 4069.924072
	Iteration 6Q: 3 clusters Score -359830.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -359951.343750 Penalty: 4069.924072
	Iteration 7Q: 3 clusters Score -359951.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -360046.875000 Penalty: 4069.924072
	Iteration 8Q: 3 clusters Score -360046.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -360145.531250 Penalty: 4069.924072
	Iteration 9Q: 3 clusters Score -360145.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -360240.250000 Penalty: 4069.924072
	Iteration 10Q: 3 clusters Score -360240.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -360321.875000 Penalty: 4069.924072
	Iteration 11Q: 3 clusters Score -360321.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -360384.312500 Penalty: 4069.924072
	Iteration 12Q: 3 clusters Score -360384.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -360439.187500 Penalty: 4069.924072
	Iteration 13Q: 3 clusters Score -360439.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -360510.781250 Penalty: 4069.924072
	Iteration 14Q: 3 clusters Score -360510.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -360564.406250 Penalty: 4069.924072
	Iteration 15Q: 3 clusters Score -360564.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -360620.468750 Penalty: 4069.924072
	Iteration 16Q: 3 clusters Score -360620.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -360684.500000 Penalty: 4069.924072
	Iteration 17Q: 3 clusters Score -360684.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -360743.750000 Penalty: 4069.924072
	Iteration 18Q: 3 clusters Score -360743.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -360804.468750 Penalty: 4069.924072
	Iteration 19Q: 3 clusters Score -360804.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -360851.531250 Penalty: 4069.924072
	Iteration 20F: 3 clusters Score -360851.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -360874.750000 Penalty: 4069.924072
	Iteration 21Q: 3 clusters Score -360874.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -360894.718750 Penalty: 4069.924072
	Iteration 22Q: 3 clusters Score -360894.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -360907.562500 Penalty: 4069.924072
	Iteration 23Q: 3 clusters Score -360907.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -360919.156250 Penalty: 4069.924072
	Iteration 24Q: 3 clusters Score -360919.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -360928.906250 Penalty: 4069.924072
	Iteration 25Q: 3 clusters Score -360928.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -360933.125000 Penalty: 4069.924072
	Iteration 26Q: 3 clusters Score -360933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -360934.750000 Penalty: 4069.924072
	Iteration 27Q: 3 clusters Score -360934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -360935.343750 Penalty: 4069.924072
	Iteration 28Q: 3 clusters Score -360935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -360935.343750 Penalty: 4069.924072
	Iteration 29F: 3 clusters Score -360935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Entering Unmasked Estep 
Score: -787448.687500 Penalty: 2192.212402
	Iteration 0F: 2 clusters Score -787448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -781741.750000 Penalty: 4384.424805
	Iteration 0F: 3 clusters Score -781741.8 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -783168.875000 Penalty: 4384.424805
	Iteration 1F: 3 clusters Score -783168.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -783368.125000 Penalty: 4384.424805
	Iteration 2F: 3 clusters Score -783368.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -783502.437500 Penalty: 4384.424805
	Iteration 3Q: 3 clusters Score -783502.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -783589.750000 Penalty: 4384.424805
	Iteration 4Q: 3 clusters Score -783589.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -783666.437500 Penalty: 4384.424805
	Iteration 5Q: 3 clusters Score -783666.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -783729.875000 Penalty: 4384.424805
	Iteration 6Q: 3 clusters Score -783729.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -783772.625000 Penalty: 4384.424805
	Iteration 7Q: 3 clusters Score -783772.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -783808.312500 Penalty: 4384.424805
	Iteration 8Q: 3 clusters Score -783808.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -783844.500000 Penalty: 4384.424805
	Iteration 9Q: 3 clusters Score -783844.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -783869.812500 Penalty: 4384.424805
	Iteration 10Q: 3 clusters Score -783869.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -783885.437500 Penalty: 4384.424805
	Iteration 11Q: 3 clusters Score -783885.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -783901.062500 Penalty: 4384.424805
	Iteration 12Q: 3 clusters Score -783901.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -783917.750000 Penalty: 4384.424805
	Iteration 13Q: 3 clusters Score -783917.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -783935.062500 Penalty: 4384.424805
	Iteration 14Q: 3 clusters Score -783935.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -783950.375000 Penalty: 4384.424805
	Iteration 15Q: 3 clusters Score -783950.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -783961.062500 Penalty: 4384.424805
	Iteration 16Q: 3 clusters Score -783961.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -783971.437500 Penalty: 4384.424805
	Iteration 17Q: 3 clusters Score -783971.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -783976.000000 Penalty: 4384.424805
	Iteration 18Q: 3 clusters Score -783976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -783986.062500 Penalty: 4384.424805
	Iteration 19Q: 3 clusters Score -783986.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -783999.500000 Penalty: 4384.424805
	Iteration 20F: 3 clusters Score -783999.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -784018.437500 Penalty: 4384.424805
	Iteration 21Q: 3 clusters Score -784018.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -784036.312500 Penalty: 4384.424805
	Iteration 22Q: 3 clusters Score -784036.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -784054.375000 Penalty: 4384.424805
	Iteration 23Q: 3 clusters Score -784054.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -784075.125000 Penalty: 4384.424805
	Iteration 24Q: 3 clusters Score -784075.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -784094.125000 Penalty: 4384.424805
	Iteration 25Q: 3 clusters Score -784094.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -784116.875000 Penalty: 4384.424805
	Iteration 26Q: 3 clusters Score -784116.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -784146.375000 Penalty: 4384.424805
	Iteration 27Q: 3 clusters Score -784146.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -784179.625000 Penalty: 4384.424805
	Iteration 28Q: 3 clusters Score -784179.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -784225.750000 Penalty: 4384.424805
	Iteration 29Q: 3 clusters Score -784225.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -784286.437500 Penalty: 4384.424805
	Iteration 30Q: 3 clusters Score -784286.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -784379.375000 Penalty: 4384.424805
	Iteration 31Q: 3 clusters Score -784379.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -784485.187500 Penalty: 4384.424805
	Iteration 32Q: 3 clusters Score -784485.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -784605.375000 Penalty: 4384.424805
	Iteration 33Q: 3 clusters Score -784605.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -784764.000000 Penalty: 4384.424805
	Iteration 34Q: 3 clusters Score -784764 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -784924.437500 Penalty: 4384.424805
	Iteration 35Q: 3 clusters Score -784924.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -785059.312500 Penalty: 4384.424805
	Iteration 36Q: 3 clusters Score -785059.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -785176.187500 Penalty: 4384.424805
	Iteration 37Q: 3 clusters Score -785176.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -785254.562500 Penalty: 4384.424805
	Iteration 38Q: 3 clusters Score -785254.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -785326.375000 Penalty: 4384.424805
	Iteration 39Q: 3 clusters Score -785326.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -785384.937500 Penalty: 4384.424805
	Iteration 40F: 3 clusters Score -785384.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -785416.312500 Penalty: 4384.424805
	Iteration 41Q: 3 clusters Score -785416.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -785446.187500 Penalty: 4384.424805
	Iteration 42Q: 3 clusters Score -785446.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -785477.437500 Penalty: 4384.424805
	Iteration 43Q: 3 clusters Score -785477.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -785507.375000 Penalty: 4384.424805
	Iteration 44Q: 3 clusters Score -785507.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -785524.750000 Penalty: 4384.424805
	Iteration 45Q: 3 clusters Score -785524.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -785534.750000 Penalty: 4384.424805
	Iteration 46Q: 3 clusters Score -785534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -785545.125000 Penalty: 4384.424805
	Iteration 47Q: 3 clusters Score -785545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -785553.875000 Penalty: 4384.424805
	Iteration 48Q: 3 clusters Score -785553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -785560.062500 Penalty: 4384.424805
	Iteration 49Q: 3 clusters Score -785560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -785565.312500 Penalty: 4384.424805
	Iteration 50Q: 3 clusters Score -785565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -785567.562500 Penalty: 4384.424805
	Iteration 51Q: 3 clusters Score -785567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -785568.062500 Penalty: 4384.424805
	Iteration 52Q: 3 clusters Score -785568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -785568.062500 Penalty: 4384.424805
	Iteration 53F: 3 clusters Score -785568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -342651.093750 Penalty: 2039.393066
	Iteration 0F: 2 clusters Score -342651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -338988.812500 Penalty: 4078.786133
	Iteration 0F: 3 clusters Score -338988.8 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -340061.375000 Penalty: 4078.786133
	Iteration 1F: 3 clusters Score -340061.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -340524.562500 Penalty: 4078.786133
	Iteration 2F: 3 clusters Score -340524.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -340819.500000 Penalty: 4078.786133
	Iteration 3F: 3 clusters Score -340819.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -341015.312500 Penalty: 4078.786133
	Iteration 4F: 3 clusters Score -341015.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -341139.750000 Penalty: 4078.786133
	Iteration 5Q: 3 clusters Score -341139.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -341230.125000 Penalty: 4078.786133
	Iteration 6Q: 3 clusters Score -341230.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -341298.468750 Penalty: 4078.786133
	Iteration 7Q: 3 clusters Score -341298.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -341356.281250 Penalty: 4078.786133
	Iteration 8Q: 3 clusters Score -341356.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -341401.812500 Penalty: 4078.786133
	Iteration 9Q: 3 clusters Score -341401.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -341433.906250 Penalty: 4078.786133
	Iteration 10Q: 3 clusters Score -341433.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -341456.687500 Penalty: 4078.786133
	Iteration 11Q: 3 clusters Score -341456.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -341469.625000 Penalty: 4078.786133
	Iteration 12Q: 3 clusters Score -341469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -341481.312500 Penalty: 4078.786133
	Iteration 13Q: 3 clusters Score -341481.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -341491.500000 Penalty: 4078.786133
	Iteration 14Q: 3 clusters Score -341491.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -341498.281250 Penalty: 4078.786133
	Iteration 15Q: 3 clusters Score -341498.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -341502.687500 Penalty: 4078.786133
	Iteration 16Q: 3 clusters Score -341502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -341504.343750 Penalty: 4078.786133
	Iteration 17Q: 3 clusters Score -341504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -341505.687500 Penalty: 4078.786133
	Iteration 18Q: 3 clusters Score -341505.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -341508.000000 Penalty: 4078.786133
	Iteration 19Q: 3 clusters Score -341508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -341508.218750 Penalty: 4078.786133
	Iteration 20F: 3 clusters Score -341508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -341509.187500 Penalty: 4078.786133
	Iteration 21Q: 3 clusters Score -341509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -341510.000000 Penalty: 4078.786133
	Iteration 22Q: 3 clusters Score -341510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -341510.812500 Penalty: 4078.786133
	Iteration 23Q: 3 clusters Score -341510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -341510.906250 Penalty: 4078.786133
	Iteration 24Q: 3 clusters Score -341510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -341511.000000 Penalty: 4078.786133
	Iteration 25Q: 3 clusters Score -341511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -341512.000000 Penalty: 4078.786133
	Iteration 26Q: 3 clusters Score -341512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -341513.406250 Penalty: 4078.786133
	Iteration 27Q: 3 clusters Score -341513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -341514.500000 Penalty: 4078.786133
	Iteration 28Q: 3 clusters Score -341514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -341514.875000 Penalty: 4078.786133
	Iteration 29Q: 3 clusters Score -341514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -341514.125000 Penalty: 4078.786133
	Iteration 30Q: 3 clusters Score -341514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -341515.656250 Penalty: 4078.786133
	Iteration 31Q: 3 clusters Score -341515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -341516.062500 Penalty: 4078.786133
	Iteration 32Q: 3 clusters Score -341516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -341516.062500 Penalty: 4078.786133
	Iteration 33F: 3 clusters Score -341516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -413067.281250 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -413067.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -409286.375000 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -409286.4 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -410243.312500 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -410243.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -410457.875000 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -410457.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -410601.000000 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -410601 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -410700.093750 Penalty: 4093.471680
	Iteration 4Q: 3 clusters Score -410700.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -410797.968750 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -410798 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -410897.093750 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -410897.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -411006.968750 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -411007 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -411122.625000 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -411122.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -411263.593750 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -411263.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -411388.625000 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -411388.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -411503.812500 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -411503.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -411601.375000 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -411601.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -411708.218750 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -411708.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -411785.875000 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -411785.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -411846.656250 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -411846.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -411895.000000 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -411895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -411925.812500 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -411925.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -411938.406250 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -411938.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -411950.312500 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -411950.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -411959.000000 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -411959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -411966.187500 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -411966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -411969.500000 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -411969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -411971.656250 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -411971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -411973.906250 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -411973.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -411975.375000 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -411975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -411976.531250 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -411976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -411976.531250 Penalty: 4093.471680
	Iteration 27F: 3 clusters Score -411976.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Entering Unmasked Estep 
Score: -2561463.000000 Penalty: 2507.343994
	Iteration 0F: 2 clusters Score -2561463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2544453.500000 Penalty: 5014.687988
	Iteration 0F: 3 clusters Score -2544454 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2550451.000000 Penalty: 5014.687988
	Iteration 1F: 3 clusters Score -2550451 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2551007.250000 Penalty: 5014.687988
	Iteration 2F: 3 clusters Score -2551007 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2551515.750000 Penalty: 5014.687988
	Iteration 3Q: 3 clusters Score -2551516 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2552092.250000 Penalty: 5014.687988
	Iteration 4Q: 3 clusters Score -2552092 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2552684.750000 Penalty: 5014.687988
	Iteration 5Q: 3 clusters Score -2552685 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2553353.250000 Penalty: 5014.687988
	Iteration 6Q: 3 clusters Score -2553353 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2554085.750000 Penalty: 5014.687988
	Iteration 7F: 3 clusters Score -2554086 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2554841.750000 Penalty: 5014.687988
	Iteration 8Q: 3 clusters Score -2554842 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2555584.500000 Penalty: 5014.687988
	Iteration 9Q: 3 clusters Score -2555584 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2556285.500000 Penalty: 5014.687988
	Iteration 10Q: 3 clusters Score -2556286 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2556873.000000 Penalty: 5014.687988
	Iteration 11Q: 3 clusters Score -2556873 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2557383.750000 Penalty: 5014.687988
	Iteration 12Q: 3 clusters Score -2557384 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2557818.000000 Penalty: 5014.687988
	Iteration 13Q: 3 clusters Score -2557818 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2558204.750000 Penalty: 5014.687988
	Iteration 14Q: 3 clusters Score -2558205 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2558508.000000 Penalty: 5014.687988
	Iteration 15Q: 3 clusters Score -2558508 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2558757.500000 Penalty: 5014.687988
	Iteration 16Q: 3 clusters Score -2558758 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2558929.750000 Penalty: 5014.687988
	Iteration 17Q: 3 clusters Score -2558930 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2559027.750000 Penalty: 5014.687988
	Iteration 18Q: 3 clusters Score -2559028 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2559102.000000 Penalty: 5014.687988
	Iteration 19Q: 3 clusters Score -2559102 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2559152.000000 Penalty: 5014.687988
	Iteration 20F: 3 clusters Score -2559152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2559178.500000 Penalty: 5014.687988
	Iteration 21Q: 3 clusters Score -2559178 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2559205.250000 Penalty: 5014.687988
	Iteration 22Q: 3 clusters Score -2559205 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2559219.250000 Penalty: 5014.687988
	Iteration 23Q: 3 clusters Score -2559219 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2559236.500000 Penalty: 5014.687988
	Iteration 24Q: 3 clusters Score -2559236 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2559254.750000 Penalty: 5014.687988
	Iteration 25Q: 3 clusters Score -2559255 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2559261.000000 Penalty: 5014.687988
	Iteration 26Q: 3 clusters Score -2559261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2559269.000000 Penalty: 5014.687988
	Iteration 27Q: 3 clusters Score -2559269 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2559282.250000 Penalty: 5014.687988
	Iteration 28Q: 3 clusters Score -2559282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2559284.750000 Penalty: 5014.687988
	Iteration 29Q: 3 clusters Score -2559285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2559292.750000 Penalty: 5014.687988
	Iteration 30Q: 3 clusters Score -2559293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2559290.250000 Penalty: 5014.687988
	Iteration 31Q: 3 clusters Score -2559290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2559296.500000 Penalty: 5014.687988
	Iteration 32Q: 3 clusters Score -2559296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2559302.750000 Penalty: 5014.687988
	Iteration 33Q: 3 clusters Score -2559303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2559305.000000 Penalty: 5014.687988
	Iteration 34Q: 3 clusters Score -2559305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2559312.000000 Penalty: 5014.687988
	Iteration 35Q: 3 clusters Score -2559312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2559313.250000 Penalty: 5014.687988
	Iteration 36Q: 3 clusters Score -2559313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2559318.000000 Penalty: 5014.687988
	Iteration 37Q: 3 clusters Score -2559318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2559322.750000 Penalty: 5014.687988
	Iteration 38Q: 3 clusters Score -2559323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2559326.750000 Penalty: 5014.687988
	Iteration 39Q: 3 clusters Score -2559327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2559334.000000 Penalty: 5014.687988
	Iteration 40F: 3 clusters Score -2559334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2559331.500000 Penalty: 5014.687988
	Iteration 41Q: 3 clusters Score -2559332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2559352.000000 Penalty: 5014.687988
	Iteration 42Q: 3 clusters Score -2559352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2559348.000000 Penalty: 5014.687988
	Iteration 43Q: 3 clusters Score -2559348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2559348.750000 Penalty: 5014.687988
	Iteration 44Q: 3 clusters Score -2559349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2559354.000000 Penalty: 5014.687988
	Iteration 45Q: 3 clusters Score -2559354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2559355.500000 Penalty: 5014.687988
	Iteration 46Q: 3 clusters Score -2559356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2559363.750000 Penalty: 5014.687988
	Iteration 47Q: 3 clusters Score -2559364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2559366.750000 Penalty: 5014.687988
	Iteration 48Q: 3 clusters Score -2559367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2559372.250000 Penalty: 5014.687988
	Iteration 49Q: 3 clusters Score -2559372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2559377.500000 Penalty: 5014.687988
	Iteration 50Q: 3 clusters Score -2559378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2559372.750000 Penalty: 5014.687988
	Iteration 51Q: 3 clusters Score -2559373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2559378.250000 Penalty: 5014.687988
	Iteration 52Q: 3 clusters Score -2559378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2559379.500000 Penalty: 5014.687988
	Iteration 53Q: 3 clusters Score -2559380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2559382.000000 Penalty: 5014.687988
	Iteration 54Q: 3 clusters Score -2559382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2559380.000000 Penalty: 5014.687988
	Iteration 55Q: 3 clusters Score -2559380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2559382.750000 Penalty: 5014.687988
	Iteration 56Q: 3 clusters Score -2559383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2559385.000000 Penalty: 5014.687988
	Iteration 57Q: 3 clusters Score -2559385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2559381.000000 Penalty: 5014.687988
	Iteration 58Q: 3 clusters Score -2559381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2559382.000000 Penalty: 5014.687988
	Iteration 59Q: 3 clusters Score -2559382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2559381.000000 Penalty: 5014.687988
	Iteration 60F: 3 clusters Score -2559381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2559379.250000 Penalty: 5014.687988
	Iteration 61Q: 3 clusters Score -2559379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2559378.250000 Penalty: 5014.687988
	Iteration 62Q: 3 clusters Score -2559378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2559377.500000 Penalty: 5014.687988
	Iteration 63Q: 3 clusters Score -2559378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2559380.000000 Penalty: 5014.687988
	Iteration 64Q: 3 clusters Score -2559380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2559380.000000 Penalty: 5014.687988
	Iteration 65Q: 3 clusters Score -2559380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2559379.750000 Penalty: 5014.687988
	Iteration 66Q: 3 clusters Score -2559380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2559379.250000 Penalty: 5014.687988
	Iteration 67Q: 3 clusters Score -2559379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2559382.750000 Penalty: 5014.687988
	Iteration 68Q: 3 clusters Score -2559383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2559378.250000 Penalty: 5014.687988
	Iteration 69Q: 3 clusters Score -2559378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2559378.250000 Penalty: 5014.687988
	Iteration 70F: 3 clusters Score -2559378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Entering Unmasked Estep 
Score: -849492.312500 Penalty: 2217.438477
	Iteration 0F: 2 clusters Score -849492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -843375.500000 Penalty: 4434.876953
	Iteration 0F: 3 clusters Score -843375.5 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -845054.937500 Penalty: 4434.876953
	Iteration 1F: 3 clusters Score -845054.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -845384.375000 Penalty: 4434.876953
	Iteration 2F: 3 clusters Score -845384.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -845613.375000 Penalty: 4434.876953
	Iteration 3F: 3 clusters Score -845613.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -845800.187500 Penalty: 4434.876953
	Iteration 4Q: 3 clusters Score -845800.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -845979.875000 Penalty: 4434.876953
	Iteration 5Q: 3 clusters Score -845979.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -846159.437500 Penalty: 4434.876953
	Iteration 6Q: 3 clusters Score -846159.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -846332.437500 Penalty: 4434.876953
	Iteration 7Q: 3 clusters Score -846332.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -846496.812500 Penalty: 4434.876953
	Iteration 8Q: 3 clusters Score -846496.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -846675.312500 Penalty: 4434.876953
	Iteration 9Q: 3 clusters Score -846675.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -846861.687500 Penalty: 4434.876953
	Iteration 10Q: 3 clusters Score -846861.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -847063.187500 Penalty: 4434.876953
	Iteration 11Q: 3 clusters Score -847063.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -847247.687500 Penalty: 4434.876953
	Iteration 12Q: 3 clusters Score -847247.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -847382.875000 Penalty: 4434.876953
	Iteration 13Q: 3 clusters Score -847382.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -847488.062500 Penalty: 4434.876953
	Iteration 14Q: 3 clusters Score -847488.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -847577.562500 Penalty: 4434.876953
	Iteration 15Q: 3 clusters Score -847577.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -847662.187500 Penalty: 4434.876953
	Iteration 16Q: 3 clusters Score -847662.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -847743.937500 Penalty: 4434.876953
	Iteration 17Q: 3 clusters Score -847743.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -847792.312500 Penalty: 4434.876953
	Iteration 18Q: 3 clusters Score -847792.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -847832.937500 Penalty: 4434.876953
	Iteration 19Q: 3 clusters Score -847832.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -847866.375000 Penalty: 4434.876953
	Iteration 20F: 3 clusters Score -847866.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -847890.187500 Penalty: 4434.876953
	Iteration 21Q: 3 clusters Score -847890.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -847900.812500 Penalty: 4434.876953
	Iteration 22Q: 3 clusters Score -847900.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -847911.312500 Penalty: 4434.876953
	Iteration 23Q: 3 clusters Score -847911.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -847920.937500 Penalty: 4434.876953
	Iteration 24Q: 3 clusters Score -847920.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -847928.500000 Penalty: 4434.876953
	Iteration 25Q: 3 clusters Score -847928.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -847937.312500 Penalty: 4434.876953
	Iteration 26Q: 3 clusters Score -847937.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -847941.250000 Penalty: 4434.876953
	Iteration 27Q: 3 clusters Score -847941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -847944.000000 Penalty: 4434.876953
	Iteration 28Q: 3 clusters Score -847944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -847944.312500 Penalty: 4434.876953
	Iteration 29Q: 3 clusters Score -847944.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -847945.812500 Penalty: 4434.876953
	Iteration 30Q: 3 clusters Score -847945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -847946.062500 Penalty: 4434.876953
	Iteration 31Q: 3 clusters Score -847946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -847946.187500 Penalty: 4434.876953
	Iteration 32Q: 3 clusters Score -847946.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -847946.375000 Penalty: 4434.876953
	Iteration 33Q: 3 clusters Score -847946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -847947.750000 Penalty: 4434.876953
	Iteration 34Q: 3 clusters Score -847947.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -847947.750000 Penalty: 4434.876953
	Iteration 35F: 3 clusters Score -847947.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (22638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Entering Unmasked Estep 
Score: -2600616.500000 Penalty: 2486.791504
	Iteration 0F: 2 clusters Score -2600616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2584796.000000 Penalty: 4973.583008
	Iteration 0F: 3 clusters Score -2584796 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2590239.500000 Penalty: 4973.583008
	Iteration 1F: 3 clusters Score -2590240 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2590664.250000 Penalty: 4973.583008
	Iteration 2F: 3 clusters Score -2590664 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2591007.000000 Penalty: 4973.583008
	Iteration 3Q: 3 clusters Score -2591007 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2591274.250000 Penalty: 4973.583008
	Iteration 4Q: 3 clusters Score -2591274 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2591517.750000 Penalty: 4973.583008
	Iteration 5Q: 3 clusters Score -2591518 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2591778.500000 Penalty: 4973.583008
	Iteration 6Q: 3 clusters Score -2591778 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2592042.500000 Penalty: 4973.583008
	Iteration 7Q: 3 clusters Score -2592042 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2592353.000000 Penalty: 4973.583008
	Iteration 8Q: 3 clusters Score -2592353 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2592691.250000 Penalty: 4973.583008
	Iteration 9Q: 3 clusters Score -2592691 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2593087.750000 Penalty: 4973.583008
	Iteration 10Q: 3 clusters Score -2593088 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2593553.750000 Penalty: 4973.583008
	Iteration 11Q: 3 clusters Score -2593554 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2593998.750000 Penalty: 4973.583008
	Iteration 12Q: 3 clusters Score -2593999 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2594399.250000 Penalty: 4973.583008
	Iteration 13Q: 3 clusters Score -2594399 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2594742.750000 Penalty: 4973.583008
	Iteration 14Q: 3 clusters Score -2594743 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2595094.750000 Penalty: 4973.583008
	Iteration 15Q: 3 clusters Score -2595095 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2595438.000000 Penalty: 4973.583008
	Iteration 16Q: 3 clusters Score -2595438 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2595811.750000 Penalty: 4973.583008
	Iteration 17Q: 3 clusters Score -2595812 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2596161.750000 Penalty: 4973.583008
	Iteration 18Q: 3 clusters Score -2596162 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2596453.250000 Penalty: 4973.583008
	Iteration 19Q: 3 clusters Score -2596453 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2596687.500000 Penalty: 4973.583008
	Iteration 20F: 3 clusters Score -2596688 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2596872.750000 Penalty: 4973.583008
	Iteration 21Q: 3 clusters Score -2596873 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2596997.000000 Penalty: 4973.583008
	Iteration 22Q: 3 clusters Score -2596997 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2597091.250000 Penalty: 4973.583008
	Iteration 23Q: 3 clusters Score -2597091 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2597179.250000 Penalty: 4973.583008
	Iteration 24Q: 3 clusters Score -2597179 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2597273.500000 Penalty: 4973.583008
	Iteration 25Q: 3 clusters Score -2597274 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2597375.500000 Penalty: 4973.583008
	Iteration 26Q: 3 clusters Score -2597376 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2597451.000000 Penalty: 4973.583008
	Iteration 27Q: 3 clusters Score -2597451 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2597535.000000 Penalty: 4973.583008
	Iteration 28Q: 3 clusters Score -2597535 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2597614.000000 Penalty: 4973.583008
	Iteration 29Q: 3 clusters Score -2597614 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2597702.500000 Penalty: 4973.583008
	Iteration 30Q: 3 clusters Score -2597702 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2597789.750000 Penalty: 4973.583008
	Iteration 31Q: 3 clusters Score -2597790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2597870.500000 Penalty: 4973.583008
	Iteration 32Q: 3 clusters Score -2597870 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2597920.750000 Penalty: 4973.583008
	Iteration 33Q: 3 clusters Score -2597921 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2597961.000000 Penalty: 4973.583008
	Iteration 34Q: 3 clusters Score -2597961 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2597977.750000 Penalty: 4973.583008
	Iteration 35Q: 3 clusters Score -2597978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2598006.000000 Penalty: 4973.583008
	Iteration 36Q: 3 clusters Score -2598006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2598030.000000 Penalty: 4973.583008
	Iteration 37Q: 3 clusters Score -2598030 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2598044.750000 Penalty: 4973.583008
	Iteration 38Q: 3 clusters Score -2598045 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2598057.750000 Penalty: 4973.583008
	Iteration 39Q: 3 clusters Score -2598058 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2598062.750000 Penalty: 4973.583008
	Iteration 40F: 3 clusters Score -2598063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2598073.500000 Penalty: 4973.583008
	Iteration 41Q: 3 clusters Score -2598074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2598093.500000 Penalty: 4973.583008
	Iteration 42Q: 3 clusters Score -2598094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2598106.750000 Penalty: 4973.583008
	Iteration 43Q: 3 clusters Score -2598107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2598105.000000 Penalty: 4973.583008
	Iteration 44Q: 3 clusters Score -2598105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2598107.500000 Penalty: 4973.583008
	Iteration 45Q: 3 clusters Score -2598108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2598111.000000 Penalty: 4973.583008
	Iteration 46Q: 3 clusters Score -2598111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2598124.000000 Penalty: 4973.583008
	Iteration 47Q: 3 clusters Score -2598124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2598126.250000 Penalty: 4973.583008
	Iteration 48Q: 3 clusters Score -2598126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2598131.500000 Penalty: 4973.583008
	Iteration 49Q: 3 clusters Score -2598132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2598151.500000 Penalty: 4973.583008
	Iteration 50Q: 3 clusters Score -2598152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2598166.250000 Penalty: 4973.583008
	Iteration 51Q: 3 clusters Score -2598166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2598173.250000 Penalty: 4973.583008
	Iteration 52Q: 3 clusters Score -2598173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2598194.250000 Penalty: 4973.583008
	Iteration 53Q: 3 clusters Score -2598194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2598198.500000 Penalty: 4973.583008
	Iteration 54Q: 3 clusters Score -2598198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2598206.000000 Penalty: 4973.583008
	Iteration 55Q: 3 clusters Score -2598206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2598218.750000 Penalty: 4973.583008
	Iteration 56Q: 3 clusters Score -2598219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2598224.500000 Penalty: 4973.583008
	Iteration 57Q: 3 clusters Score -2598224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2598226.500000 Penalty: 4973.583008
	Iteration 58Q: 3 clusters Score -2598226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2598236.750000 Penalty: 4973.583008
	Iteration 59Q: 3 clusters Score -2598237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2598243.750000 Penalty: 4973.583008
	Iteration 60F: 3 clusters Score -2598244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2598256.000000 Penalty: 4973.583008
	Iteration 61Q: 3 clusters Score -2598256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2598264.750000 Penalty: 4973.583008
	Iteration 62Q: 3 clusters Score -2598265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2598274.000000 Penalty: 4973.583008
	Iteration 63Q: 3 clusters Score -2598274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2598291.000000 Penalty: 4973.583008
	Iteration 64Q: 3 clusters Score -2598291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2598304.000000 Penalty: 4973.583008
	Iteration 65Q: 3 clusters Score -2598304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2598315.250000 Penalty: 4973.583008
	Iteration 66Q: 3 clusters Score -2598315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2598322.750000 Penalty: 4973.583008
	Iteration 67Q: 3 clusters Score -2598323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2598335.750000 Penalty: 4973.583008
	Iteration 68Q: 3 clusters Score -2598336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2598355.000000 Penalty: 4973.583008
	Iteration 69Q: 3 clusters Score -2598355 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2598376.000000 Penalty: 4973.583008
	Iteration 70Q: 3 clusters Score -2598376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2598385.250000 Penalty: 4973.583008
	Iteration 71Q: 3 clusters Score -2598385 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2598388.250000 Penalty: 4973.583008
	Iteration 72Q: 3 clusters Score -2598388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2598404.000000 Penalty: 4973.583008
	Iteration 73Q: 3 clusters Score -2598404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2598417.250000 Penalty: 4973.583008
	Iteration 74Q: 3 clusters Score -2598417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2598419.250000 Penalty: 4973.583008
	Iteration 75Q: 3 clusters Score -2598419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2598425.000000 Penalty: 4973.583008
	Iteration 76Q: 3 clusters Score -2598425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2598431.750000 Penalty: 4973.583008
	Iteration 77Q: 3 clusters Score -2598432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2598436.500000 Penalty: 4973.583008
	Iteration 78Q: 3 clusters Score -2598436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2598439.750000 Penalty: 4973.583008
	Iteration 79Q: 3 clusters Score -2598440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2598450.500000 Penalty: 4973.583008
	Iteration 80F: 3 clusters Score -2598450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2598445.000000 Penalty: 4973.583008
	Iteration 81Q: 3 clusters Score -2598445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2598457.750000 Penalty: 4973.583008
	Iteration 82Q: 3 clusters Score -2598458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2598455.000000 Penalty: 4973.583008
	Iteration 83Q: 3 clusters Score -2598455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2598461.500000 Penalty: 4973.583008
	Iteration 84Q: 3 clusters Score -2598462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2598470.000000 Penalty: 4973.583008
	Iteration 85Q: 3 clusters Score -2598470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2598467.000000 Penalty: 4973.583008
	Iteration 86Q: 3 clusters Score -2598467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2598465.000000 Penalty: 4973.583008
	Iteration 87Q: 3 clusters Score -2598465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2598468.250000 Penalty: 4973.583008
	Iteration 88Q: 3 clusters Score -2598468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2598465.750000 Penalty: 4973.583008
	Iteration 89Q: 3 clusters Score -2598466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2598466.750000 Penalty: 4973.583008
	Iteration 90Q: 3 clusters Score -2598467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2598469.750000 Penalty: 4973.583008
	Iteration 91Q: 3 clusters Score -2598470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2598468.500000 Penalty: 4973.583008
	Iteration 92Q: 3 clusters Score -2598468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2598470.500000 Penalty: 4973.583008
	Iteration 93Q: 3 clusters Score -2598470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2598472.250000 Penalty: 4973.583008
	Iteration 94Q: 3 clusters Score -2598472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2598474.500000 Penalty: 4973.583008
	Iteration 95Q: 3 clusters Score -2598474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2598475.500000 Penalty: 4973.583008
	Iteration 96Q: 3 clusters Score -2598476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2598474.000000 Penalty: 4973.583008
	Iteration 97Q: 3 clusters Score -2598474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2598478.000000 Penalty: 4973.583008
	Iteration 98Q: 3 clusters Score -2598478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2598477.250000 Penalty: 4973.583008
	Iteration 99Q: 3 clusters Score -2598477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2598476.250000 Penalty: 4973.583008
	Iteration 100F: 3 clusters Score -2598476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2598478.500000 Penalty: 4973.583008
	Iteration 101Q: 3 clusters Score -2598478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2598476.000000 Penalty: 4973.583008
	Iteration 102Q: 3 clusters Score -2598476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2598476.750000 Penalty: 4973.583008
	Iteration 103Q: 3 clusters Score -2598477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2598477.250000 Penalty: 4973.583008
	Iteration 104Q: 3 clusters Score -2598477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2598486.250000 Penalty: 4973.583008
	Iteration 105Q: 3 clusters Score -2598486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2598488.000000 Penalty: 4973.583008
	Iteration 106Q: 3 clusters Score -2598488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2598484.750000 Penalty: 4973.583008
	Iteration 107Q: 3 clusters Score -2598485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2598481.750000 Penalty: 4973.583008
	Iteration 108Q: 3 clusters Score -2598482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2598479.750000 Penalty: 4973.583008
	Iteration 109Q: 3 clusters Score -2598480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2598477.500000 Penalty: 4973.583008
	Iteration 110Q: 3 clusters Score -2598478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2598477.250000 Penalty: 4973.583008
	Iteration 111Q: 3 clusters Score -2598477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2598480.750000 Penalty: 4973.583008
	Iteration 112Q: 3 clusters Score -2598481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2598484.000000 Penalty: 4973.583008
	Iteration 113Q: 3 clusters Score -2598484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2598483.000000 Penalty: 4973.583008
	Iteration 114Q: 3 clusters Score -2598483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2598481.000000 Penalty: 4973.583008
	Iteration 115Q: 3 clusters Score -2598481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2598481.000000 Penalty: 4973.583008
	Iteration 116Q: 3 clusters Score -2598481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2598480.500000 Penalty: 4973.583008
	Iteration 117Q: 3 clusters Score -2598480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2598480.500000 Penalty: 4973.583008
	Iteration 118F: 3 clusters Score -2598480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (17261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Entering Unmasked Estep 
Score: -1807249.000000 Penalty: 2419.538818
	Iteration 0F: 2 clusters Score -1807249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1794982.750000 Penalty: 4839.077637
	Iteration 0F: 3 clusters Score -1794983 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1799298.500000 Penalty: 4839.077637
	Iteration 1F: 3 clusters Score -1799298 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1799886.750000 Penalty: 4839.077637
	Iteration 2F: 3 clusters Score -1799887 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1800404.250000 Penalty: 4839.077637
	Iteration 3F: 3 clusters Score -1800404 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1800908.250000 Penalty: 4839.077637
	Iteration 4F: 3 clusters Score -1800908 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1801342.375000 Penalty: 4839.077637
	Iteration 5Q: 3 clusters Score -1801342 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1801725.750000 Penalty: 4839.077637
	Iteration 6Q: 3 clusters Score -1801726 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1802063.500000 Penalty: 4839.077637
	Iteration 7Q: 3 clusters Score -1802064 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1802329.000000 Penalty: 4839.077637
	Iteration 8Q: 3 clusters Score -1802329 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1802576.500000 Penalty: 4839.077637
	Iteration 9Q: 3 clusters Score -1802576 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1802782.250000 Penalty: 4839.077637
	Iteration 10Q: 3 clusters Score -1802782 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1802954.500000 Penalty: 4839.077637
	Iteration 11Q: 3 clusters Score -1802954 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1803079.125000 Penalty: 4839.077637
	Iteration 12Q: 3 clusters Score -1803079 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1803194.125000 Penalty: 4839.077637
	Iteration 13Q: 3 clusters Score -1803194 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1803306.625000 Penalty: 4839.077637
	Iteration 14Q: 3 clusters Score -1803307 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1803421.000000 Penalty: 4839.077637
	Iteration 15Q: 3 clusters Score -1803421 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1803505.250000 Penalty: 4839.077637
	Iteration 16Q: 3 clusters Score -1803505 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1803583.250000 Penalty: 4839.077637
	Iteration 17Q: 3 clusters Score -1803583 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1803667.250000 Penalty: 4839.077637
	Iteration 18Q: 3 clusters Score -1803667 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1803757.625000 Penalty: 4839.077637
	Iteration 19Q: 3 clusters Score -1803758 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1803843.875000 Penalty: 4839.077637
	Iteration 20F: 3 clusters Score -1803844 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1803924.250000 Penalty: 4839.077637
	Iteration 21Q: 3 clusters Score -1803924 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1804011.250000 Penalty: 4839.077637
	Iteration 22Q: 3 clusters Score -1804011 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1804111.500000 Penalty: 4839.077637
	Iteration 23Q: 3 clusters Score -1804112 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1804214.250000 Penalty: 4839.077637
	Iteration 24Q: 3 clusters Score -1804214 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1804296.750000 Penalty: 4839.077637
	Iteration 25Q: 3 clusters Score -1804297 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1804379.750000 Penalty: 4839.077637
	Iteration 26Q: 3 clusters Score -1804380 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1804478.000000 Penalty: 4839.077637
	Iteration 27Q: 3 clusters Score -1804478 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1804568.375000 Penalty: 4839.077637
	Iteration 28Q: 3 clusters Score -1804568 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1804649.375000 Penalty: 4839.077637
	Iteration 29Q: 3 clusters Score -1804649 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1804739.375000 Penalty: 4839.077637
	Iteration 30Q: 3 clusters Score -1804739 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1804811.750000 Penalty: 4839.077637
	Iteration 31Q: 3 clusters Score -1804812 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1804874.125000 Penalty: 4839.077637
	Iteration 32Q: 3 clusters Score -1804874 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1804920.750000 Penalty: 4839.077637
	Iteration 33Q: 3 clusters Score -1804921 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1804959.500000 Penalty: 4839.077637
	Iteration 34Q: 3 clusters Score -1804960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1804995.750000 Penalty: 4839.077637
	Iteration 35Q: 3 clusters Score -1804996 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1805035.375000 Penalty: 4839.077637
	Iteration 36Q: 3 clusters Score -1805035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1805073.250000 Penalty: 4839.077637
	Iteration 37Q: 3 clusters Score -1805073 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1805105.625000 Penalty: 4839.077637
	Iteration 38Q: 3 clusters Score -1805106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1805128.625000 Penalty: 4839.077637
	Iteration 39Q: 3 clusters Score -1805129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1805140.625000 Penalty: 4839.077637
	Iteration 40F: 3 clusters Score -1805141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1805179.250000 Penalty: 4839.077637
	Iteration 41Q: 3 clusters Score -1805179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1805196.875000 Penalty: 4839.077637
	Iteration 42Q: 3 clusters Score -1805197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1805221.750000 Penalty: 4839.077637
	Iteration 43Q: 3 clusters Score -1805222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1805243.500000 Penalty: 4839.077637
	Iteration 44Q: 3 clusters Score -1805244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1805268.750000 Penalty: 4839.077637
	Iteration 45Q: 3 clusters Score -1805269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1805279.750000 Penalty: 4839.077637
	Iteration 46Q: 3 clusters Score -1805280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1805303.750000 Penalty: 4839.077637
	Iteration 47Q: 3 clusters Score -1805304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1805322.500000 Penalty: 4839.077637
	Iteration 48Q: 3 clusters Score -1805322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1805354.875000 Penalty: 4839.077637
	Iteration 49Q: 3 clusters Score -1805355 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1805386.000000 Penalty: 4839.077637
	Iteration 50Q: 3 clusters Score -1805386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1805418.250000 Penalty: 4839.077637
	Iteration 51Q: 3 clusters Score -1805418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1805449.000000 Penalty: 4839.077637
	Iteration 52Q: 3 clusters Score -1805449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1805474.625000 Penalty: 4839.077637
	Iteration 53Q: 3 clusters Score -1805475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1805499.250000 Penalty: 4839.077637
	Iteration 54Q: 3 clusters Score -1805499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1805527.875000 Penalty: 4839.077637
	Iteration 55Q: 3 clusters Score -1805528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1805550.875000 Penalty: 4839.077637
	Iteration 56Q: 3 clusters Score -1805551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1805566.750000 Penalty: 4839.077637
	Iteration 57Q: 3 clusters Score -1805567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1805594.375000 Penalty: 4839.077637
	Iteration 58Q: 3 clusters Score -1805594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1805616.125000 Penalty: 4839.077637
	Iteration 59Q: 3 clusters Score -1805616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1805631.875000 Penalty: 4839.077637
	Iteration 60F: 3 clusters Score -1805632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1805642.375000 Penalty: 4839.077637
	Iteration 61Q: 3 clusters Score -1805642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1805657.750000 Penalty: 4839.077637
	Iteration 62Q: 3 clusters Score -1805658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1805663.375000 Penalty: 4839.077637
	Iteration 63Q: 3 clusters Score -1805663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1805664.000000 Penalty: 4839.077637
	Iteration 64Q: 3 clusters Score -1805664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1805664.000000 Penalty: 4839.077637
	Iteration 65Q: 3 clusters Score -1805664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1805665.375000 Penalty: 4839.077637
	Iteration 66Q: 3 clusters Score -1805665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1805667.125000 Penalty: 4839.077637
	Iteration 67Q: 3 clusters Score -1805667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1805671.750000 Penalty: 4839.077637
	Iteration 68Q: 3 clusters Score -1805672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1805670.375000 Penalty: 4839.077637
	Iteration 69Q: 3 clusters Score -1805670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1805672.125000 Penalty: 4839.077637
	Iteration 70Q: 3 clusters Score -1805672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1805672.125000 Penalty: 4839.077637
	Iteration 71F: 3 clusters Score -1805672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -131384.937500 Penalty: 1763.250122
	Iteration 0F: 2 clusters Score -131384.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129278.703125 Penalty: 3526.500244
	Iteration 0F: 3 clusters Score -129278.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -129639.148438 Penalty: 3526.500244
	Iteration 1F: 3 clusters Score -129639.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129733.757812 Penalty: 3526.500244
	Iteration 2F: 3 clusters Score -129733.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -129797.390625 Penalty: 3526.500244
	Iteration 3Q: 3 clusters Score -129797.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129835.070312 Penalty: 3526.500244
	Iteration 4Q: 3 clusters Score -129835.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129858.031250 Penalty: 3526.500244
	Iteration 5Q: 3 clusters Score -129858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129872.976562 Penalty: 3526.500244
	Iteration 6Q: 3 clusters Score -129873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129884.906250 Penalty: 3526.500244
	Iteration 7Q: 3 clusters Score -129884.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -129890.671875 Penalty: 3526.500244
	Iteration 8Q: 3 clusters Score -129890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129894.070312 Penalty: 3526.500244
	Iteration 9Q: 3 clusters Score -129894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -129899.578125 Penalty: 3526.500244
	Iteration 10Q: 3 clusters Score -129899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129900.343750 Penalty: 3526.500244
	Iteration 11Q: 3 clusters Score -129900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129903.546875 Penalty: 3526.500244
	Iteration 12Q: 3 clusters Score -129903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129905.468750 Penalty: 3526.500244
	Iteration 13Q: 3 clusters Score -129905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129907.195312 Penalty: 3526.500244
	Iteration 14Q: 3 clusters Score -129907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -129909.648438 Penalty: 3526.500244
	Iteration 15Q: 3 clusters Score -129909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129910.054688 Penalty: 3526.500244
	Iteration 16Q: 3 clusters Score -129910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129910.054688 Penalty: 3526.500244
	Iteration 17F: 3 clusters Score -129910.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -702805.625000 Penalty: 2167.285889
	Iteration 0F: 2 clusters Score -702805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -697532.875000 Penalty: 4334.571777
	Iteration 0F: 3 clusters Score -697532.9 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -698844.312500 Penalty: 4334.571777
	Iteration 1F: 3 clusters Score -698844.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -699076.812500 Penalty: 4334.571777
	Iteration 2F: 3 clusters Score -699076.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -699211.125000 Penalty: 4334.571777
	Iteration 3Q: 3 clusters Score -699211.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -699332.375000 Penalty: 4334.571777
	Iteration 4Q: 3 clusters Score -699332.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -699435.312500 Penalty: 4334.571777
	Iteration 5Q: 3 clusters Score -699435.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -699533.625000 Penalty: 4334.571777
	Iteration 6Q: 3 clusters Score -699533.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -699621.125000 Penalty: 4334.571777
	Iteration 7Q: 3 clusters Score -699621.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -699699.062500 Penalty: 4334.571777
	Iteration 8Q: 3 clusters Score -699699.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -699784.250000 Penalty: 4334.571777
	Iteration 9Q: 3 clusters Score -699784.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -699893.812500 Penalty: 4334.571777
	Iteration 10Q: 3 clusters Score -699893.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -700028.250000 Penalty: 4334.571777
	Iteration 11Q: 3 clusters Score -700028.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -700161.125000 Penalty: 4334.571777
	Iteration 12Q: 3 clusters Score -700161.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -700298.500000 Penalty: 4334.571777
	Iteration 13Q: 3 clusters Score -700298.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -700418.125000 Penalty: 4334.571777
	Iteration 14Q: 3 clusters Score -700418.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -700530.812500 Penalty: 4334.571777
	Iteration 15Q: 3 clusters Score -700530.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -700631.000000 Penalty: 4334.571777
	Iteration 16Q: 3 clusters Score -700631 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -700704.875000 Penalty: 4334.571777
	Iteration 17Q: 3 clusters Score -700704.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -700787.187500 Penalty: 4334.571777
	Iteration 18Q: 3 clusters Score -700787.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -700853.812500 Penalty: 4334.571777
	Iteration 19Q: 3 clusters Score -700853.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -700903.000000 Penalty: 4334.571777
	Iteration 20F: 3 clusters Score -700903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -700941.250000 Penalty: 4334.571777
	Iteration 21Q: 3 clusters Score -700941.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -700977.250000 Penalty: 4334.571777
	Iteration 22Q: 3 clusters Score -700977.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -701008.500000 Penalty: 4334.571777
	Iteration 23Q: 3 clusters Score -701008.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -701029.000000 Penalty: 4334.571777
	Iteration 24Q: 3 clusters Score -701029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -701051.750000 Penalty: 4334.571777
	Iteration 25Q: 3 clusters Score -701051.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -701071.750000 Penalty: 4334.571777
	Iteration 26Q: 3 clusters Score -701071.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -701084.000000 Penalty: 4334.571777
	Iteration 27Q: 3 clusters Score -701084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -701099.062500 Penalty: 4334.571777
	Iteration 28Q: 3 clusters Score -701099.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -701111.062500 Penalty: 4334.571777
	Iteration 29Q: 3 clusters Score -701111.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -701122.937500 Penalty: 4334.571777
	Iteration 30Q: 3 clusters Score -701122.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -701131.562500 Penalty: 4334.571777
	Iteration 31Q: 3 clusters Score -701131.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -701135.875000 Penalty: 4334.571777
	Iteration 32Q: 3 clusters Score -701135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -701139.437500 Penalty: 4334.571777
	Iteration 33Q: 3 clusters Score -701139.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -701141.687500 Penalty: 4334.571777
	Iteration 34Q: 3 clusters Score -701141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -701143.187500 Penalty: 4334.571777
	Iteration 35Q: 3 clusters Score -701143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -701145.625000 Penalty: 4334.571777
	Iteration 36Q: 3 clusters Score -701145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -701146.687500 Penalty: 4334.571777
	Iteration 37Q: 3 clusters Score -701146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -701149.812500 Penalty: 4334.571777
	Iteration 38Q: 3 clusters Score -701149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -701151.250000 Penalty: 4334.571777
	Iteration 39Q: 3 clusters Score -701151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -701151.250000 Penalty: 4334.571777
	Iteration 40F: 3 clusters Score -701151.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -47956.152344 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -47956.15 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 265 members 
Entering Unmasked Estep 
Score: -46491.445312 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -46491.45 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46739.437500 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -46739.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46890.027344 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -46890.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46969.355469 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -46969.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47003.855469 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -47003.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47034.386719 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -47034.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47045.789062 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -47045.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47051.125000 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -47051.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47058.511719 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -47058.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47063.902344 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -47063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47065.207031 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -47065.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47065.207031 Penalty: 3078.461670
	Iteration 11F: 3 clusters Score -47065.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Entering Unmasked Estep 
Score: -515286.843750 Penalty: 2091.693115
	Iteration 0F: 2 clusters Score -515286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -511017.281250 Penalty: 4183.386230
	Iteration 0F: 3 clusters Score -511017.3 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -512029.125000 Penalty: 4183.386230
	Iteration 1F: 3 clusters Score -512029.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -512215.093750 Penalty: 4183.386230
	Iteration 2F: 3 clusters Score -512215.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -512321.937500 Penalty: 4183.386230
	Iteration 3Q: 3 clusters Score -512321.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -512383.875000 Penalty: 4183.386230
	Iteration 4Q: 3 clusters Score -512383.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -512435.750000 Penalty: 4183.386230
	Iteration 5Q: 3 clusters Score -512435.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -512477.250000 Penalty: 4183.386230
	Iteration 6Q: 3 clusters Score -512477.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -512508.281250 Penalty: 4183.386230
	Iteration 7Q: 3 clusters Score -512508.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -512526.718750 Penalty: 4183.386230
	Iteration 8Q: 3 clusters Score -512526.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -512541.593750 Penalty: 4183.386230
	Iteration 9Q: 3 clusters Score -512541.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -512558.125000 Penalty: 4183.386230
	Iteration 10Q: 3 clusters Score -512558.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -512577.562500 Penalty: 4183.386230
	Iteration 11Q: 3 clusters Score -512577.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -512598.562500 Penalty: 4183.386230
	Iteration 12Q: 3 clusters Score -512598.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -512616.687500 Penalty: 4183.386230
	Iteration 13Q: 3 clusters Score -512616.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -512632.468750 Penalty: 4183.386230
	Iteration 14Q: 3 clusters Score -512632.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -512651.656250 Penalty: 4183.386230
	Iteration 15Q: 3 clusters Score -512651.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -512671.906250 Penalty: 4183.386230
	Iteration 16Q: 3 clusters Score -512671.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -512696.062500 Penalty: 4183.386230
	Iteration 17Q: 3 clusters Score -512696.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -512720.250000 Penalty: 4183.386230
	Iteration 18Q: 3 clusters Score -512720.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -512745.218750 Penalty: 4183.386230
	Iteration 19Q: 3 clusters Score -512745.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -512764.531250 Penalty: 4183.386230
	Iteration 20F: 3 clusters Score -512764.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -512782.687500 Penalty: 4183.386230
	Iteration 21Q: 3 clusters Score -512782.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -512798.718750 Penalty: 4183.386230
	Iteration 22Q: 3 clusters Score -512798.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -512813.781250 Penalty: 4183.386230
	Iteration 23Q: 3 clusters Score -512813.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -512825.562500 Penalty: 4183.386230
	Iteration 24Q: 3 clusters Score -512825.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -512844.281250 Penalty: 4183.386230
	Iteration 25Q: 3 clusters Score -512844.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -512875.125000 Penalty: 4183.386230
	Iteration 26Q: 3 clusters Score -512875.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -512909.781250 Penalty: 4183.386230
	Iteration 27Q: 3 clusters Score -512909.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -512953.000000 Penalty: 4183.386230
	Iteration 28Q: 3 clusters Score -512953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -513001.968750 Penalty: 4183.386230
	Iteration 29Q: 3 clusters Score -513002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -513055.500000 Penalty: 4183.386230
	Iteration 30Q: 3 clusters Score -513055.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -513109.437500 Penalty: 4183.386230
	Iteration 31Q: 3 clusters Score -513109.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -513170.937500 Penalty: 4183.386230
	Iteration 32Q: 3 clusters Score -513170.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -513236.312500 Penalty: 4183.386230
	Iteration 33Q: 3 clusters Score -513236.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -513308.500000 Penalty: 4183.386230
	Iteration 34Q: 3 clusters Score -513308.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -513411.031250 Penalty: 4183.386230
	Iteration 35Q: 3 clusters Score -513411 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -513543.937500 Penalty: 4183.386230
	Iteration 36Q: 3 clusters Score -513543.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -513679.406250 Penalty: 4183.386230
	Iteration 37Q: 3 clusters Score -513679.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -513813.375000 Penalty: 4183.386230
	Iteration 38Q: 3 clusters Score -513813.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -514030.312500 Penalty: 4183.386230
	Iteration 39Q: 3 clusters Score -514030.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -514261.968750 Penalty: 4183.386230
	Iteration 40F: 3 clusters Score -514262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -514509.718750 Penalty: 4183.386230
	Iteration 41Q: 3 clusters Score -514509.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -514718.656250 Penalty: 4183.386230
	Iteration 42Q: 3 clusters Score -514718.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -514860.562500 Penalty: 4183.386230
	Iteration 43Q: 3 clusters Score -514860.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -514921.468750 Penalty: 4183.386230
	Iteration 44Q: 3 clusters Score -514921.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -514941.687500 Penalty: 4183.386230
	Iteration 45Q: 3 clusters Score -514941.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -514950.031250 Penalty: 4183.386230
	Iteration 46Q: 3 clusters Score -514950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -514951.750000 Penalty: 4183.386230
	Iteration 47Q: 3 clusters Score -514951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -514951.750000 Penalty: 4183.386230
	Iteration 48F: 3 clusters Score -514951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117362.687500 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -117362.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115396.843750 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -115396.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -115659.640625 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -115659.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -115742.742188 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -115742.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -115803.656250 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -115803.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -115835.281250 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -115835.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115854.953125 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -115855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -115877.898438 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -115877.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -115900.070312 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -115900.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -115910.000000 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -115910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -115917.320312 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -115917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -115921.390625 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -115921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -115926.062500 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -115926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -115933.179688 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -115933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -115941.046875 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -115941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -115950.164062 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -115950.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -115965.101562 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -115965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -115982.546875 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -115982.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -116004.421875 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -116004.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -116018.812500 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -116018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -116029.679688 Penalty: 3460.731689
	Iteration 19Q: 3 clusters Score -116029.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -116039.531250 Penalty: 3460.731689
	Iteration 20F: 3 clusters Score -116039.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -116050.242188 Penalty: 3460.731689
	Iteration 21Q: 3 clusters Score -116050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -116056.843750 Penalty: 3460.731689
	Iteration 22Q: 3 clusters Score -116056.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -116065.773438 Penalty: 3460.731689
	Iteration 23Q: 3 clusters Score -116065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -116071.117188 Penalty: 3460.731689
	Iteration 24Q: 3 clusters Score -116071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -116075.234375 Penalty: 3460.731689
	Iteration 25Q: 3 clusters Score -116075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -116079.421875 Penalty: 3460.731689
	Iteration 26Q: 3 clusters Score -116079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -116079.421875 Penalty: 3460.731689
	Iteration 27F: 3 clusters Score -116079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (4904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Entering Unmasked Estep 
Score: -455622.000000 Penalty: 2107.456055
	Iteration 0F: 2 clusters Score -455622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -451317.656250 Penalty: 4214.912109
	Iteration 0F: 3 clusters Score -451317.7 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -452885.812500 Penalty: 4214.912109
	Iteration 1F: 3 clusters Score -452885.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -453418.062500 Penalty: 4214.912109
	Iteration 2F: 3 clusters Score -453418.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -453783.812500 Penalty: 4214.912109
	Iteration 3F: 3 clusters Score -453783.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -454066.906250 Penalty: 4214.912109
	Iteration 4F: 3 clusters Score -454066.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -454293.843750 Penalty: 4214.912109
	Iteration 5Q: 3 clusters Score -454293.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -454483.062500 Penalty: 4214.912109
	Iteration 6Q: 3 clusters Score -454483.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -454633.437500 Penalty: 4214.912109
	Iteration 7Q: 3 clusters Score -454633.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -454733.468750 Penalty: 4214.912109
	Iteration 8Q: 3 clusters Score -454733.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -454800.750000 Penalty: 4214.912109
	Iteration 9Q: 3 clusters Score -454800.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -454856.937500 Penalty: 4214.912109
	Iteration 10Q: 3 clusters Score -454856.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -454896.437500 Penalty: 4214.912109
	Iteration 11Q: 3 clusters Score -454896.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -454918.156250 Penalty: 4214.912109
	Iteration 12Q: 3 clusters Score -454918.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -454931.062500 Penalty: 4214.912109
	Iteration 13Q: 3 clusters Score -454931.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -454943.375000 Penalty: 4214.912109
	Iteration 14Q: 3 clusters Score -454943.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -454948.781250 Penalty: 4214.912109
	Iteration 15Q: 3 clusters Score -454948.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -454952.312500 Penalty: 4214.912109
	Iteration 16Q: 3 clusters Score -454952.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -454957.281250 Penalty: 4214.912109
	Iteration 17Q: 3 clusters Score -454957.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -454959.906250 Penalty: 4214.912109
	Iteration 18Q: 3 clusters Score -454959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -454962.468750 Penalty: 4214.912109
	Iteration 19Q: 3 clusters Score -454962.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -454965.562500 Penalty: 4214.912109
	Iteration 20F: 3 clusters Score -454965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -454966.531250 Penalty: 4214.912109
	Iteration 21Q: 3 clusters Score -454966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -454967.718750 Penalty: 4214.912109
	Iteration 22Q: 3 clusters Score -454967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -454968.031250 Penalty: 4214.912109
	Iteration 23Q: 3 clusters Score -454968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -454967.750000 Penalty: 4214.912109
	Iteration 24Q: 3 clusters Score -454967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -454967.750000 Penalty: 4214.912109
	Iteration 25F: 3 clusters Score -454967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81665.382812 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81665.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79877.890625 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79877.89 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80104.296875 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80104.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80194.289062 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80194.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80225.968750 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -80225.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80241.156250 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80241.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80251.835938 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80251.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80256.070312 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80256.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80258.054688 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80258.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80259.515625 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80259.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80260.585938 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80260.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80261.554688 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -80261.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80261.554688 Penalty: 3306.179199
	Iteration 11F: 3 clusters Score -80261.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -92899.671875 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -92899.67 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 453 members 
Entering Unmasked Estep 
Score: -91030.523438 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -91030.52 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91315.390625 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -91315.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91447.140625 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -91447.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91533.023438 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -91533.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91576.781250 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -91576.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91599.429688 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -91599.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91608.250000 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -91608.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91616.125000 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -91616.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91621.109375 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -91621.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91622.437500 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -91622.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91623.398438 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -91623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91625.781250 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -91625.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91633.335938 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -91633.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91638.828125 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -91638.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91650.437500 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -91650.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91657.140625 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -91657.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91664.781250 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -91664.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91670.476562 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -91670.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91684.023438 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -91684.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91697.734375 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -91697.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91710.382812 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -91710.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91715.492188 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -91715.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91721.710938 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -91721.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91736.515625 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -91736.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91745.296875 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -91745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91749.976562 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -91749.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91749.976562 Penalty: 3376.735596
	Iteration 26F: 3 clusters Score -91749.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (27746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Entering Unmasked Estep 
Score: -3155976.250000 Penalty: 2537.250244
	Iteration 0F: 2 clusters Score -3155976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3136947.250000 Penalty: 5074.500488
	Iteration 0F: 3 clusters Score -3136947 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3143624.750000 Penalty: 5074.500488
	Iteration 1F: 3 clusters Score -3143625 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3144177.750000 Penalty: 5074.500488
	Iteration 2F: 3 clusters Score -3144178 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3144703.500000 Penalty: 5074.500488
	Iteration 3Q: 3 clusters Score -3144704 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3145282.250000 Penalty: 5074.500488
	Iteration 4Q: 3 clusters Score -3145282 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3145968.250000 Penalty: 5074.500488
	Iteration 5Q: 3 clusters Score -3145968 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3146771.500000 Penalty: 5074.500488
	Iteration 6F: 3 clusters Score -3146772 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3147624.750000 Penalty: 5074.500488
	Iteration 7F: 3 clusters Score -3147625 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3148423.500000 Penalty: 5074.500488
	Iteration 8Q: 3 clusters Score -3148424 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3149230.500000 Penalty: 5074.500488
	Iteration 9F: 3 clusters Score -3149230 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3149913.250000 Penalty: 5074.500488
	Iteration 10Q: 3 clusters Score -3149913 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3150663.250000 Penalty: 5074.500488
	Iteration 11Q: 3 clusters Score -3150663 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3151519.000000 Penalty: 5074.500488
	Iteration 12Q: 3 clusters Score -3151519 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3152444.250000 Penalty: 5074.500488
	Iteration 13Q: 3 clusters Score -3152444 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3153294.250000 Penalty: 5074.500488
	Iteration 14Q: 3 clusters Score -3153294 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3153855.500000 Penalty: 5074.500488
	Iteration 15Q: 3 clusters Score -3153856 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3154141.500000 Penalty: 5074.500488
	Iteration 16Q: 3 clusters Score -3154142 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3154299.250000 Penalty: 5074.500488
	Iteration 17Q: 3 clusters Score -3154299 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3154389.750000 Penalty: 5074.500488
	Iteration 18Q: 3 clusters Score -3154390 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3154434.500000 Penalty: 5074.500488
	Iteration 19Q: 3 clusters Score -3154434 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3154473.250000 Penalty: 5074.500488
	Iteration 20F: 3 clusters Score -3154473 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3154522.250000 Penalty: 5074.500488
	Iteration 21Q: 3 clusters Score -3154522 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3154579.500000 Penalty: 5074.500488
	Iteration 22Q: 3 clusters Score -3154580 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3154631.000000 Penalty: 5074.500488
	Iteration 23Q: 3 clusters Score -3154631 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3154668.500000 Penalty: 5074.500488
	Iteration 24Q: 3 clusters Score -3154668 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3154706.500000 Penalty: 5074.500488
	Iteration 25Q: 3 clusters Score -3154706 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3154764.000000 Penalty: 5074.500488
	Iteration 26Q: 3 clusters Score -3154764 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3154825.500000 Penalty: 5074.500488
	Iteration 27Q: 3 clusters Score -3154826 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3154917.750000 Penalty: 5074.500488
	Iteration 28Q: 3 clusters Score -3154918 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3155028.750000 Penalty: 5074.500488
	Iteration 29Q: 3 clusters Score -3155029 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3155131.000000 Penalty: 5074.500488
	Iteration 30Q: 3 clusters Score -3155131 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3155302.250000 Penalty: 5074.500488
	Iteration 31Q: 3 clusters Score -3155302 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3155498.000000 Penalty: 5074.500488
	Iteration 32Q: 3 clusters Score -3155498 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3155659.250000 Penalty: 5074.500488
	Iteration 33Q: 3 clusters Score -3155659 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3155779.750000 Penalty: 5074.500488
	Iteration 34Q: 3 clusters Score -3155780 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3155859.250000 Penalty: 5074.500488
	Iteration 35Q: 3 clusters Score -3155859 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3155900.750000 Penalty: 5074.500488
	Iteration 36Q: 3 clusters Score -3155901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3155927.250000 Penalty: 5074.500488
	Iteration 37Q: 3 clusters Score -3155927 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3155941.250000 Penalty: 5074.500488
	Iteration 38Q: 3 clusters Score -3155941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3155951.000000 Penalty: 5074.500488
	Iteration 39Q: 3 clusters Score -3155951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3155983.000000 Penalty: 5074.500488
	Iteration 40F: 3 clusters Score -3155983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3155988.750000 Penalty: 5074.500488
	Iteration 41Q: 3 clusters Score -3155989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3155995.500000 Penalty: 5074.500488
	Iteration 42Q: 3 clusters Score -3155996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3156000.750000 Penalty: 5074.500488
	Iteration 43Q: 3 clusters Score -3156001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3155999.500000 Penalty: 5074.500488
	Iteration 44Q: 3 clusters Score -3156000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3155999.250000 Penalty: 5074.500488
	Iteration 45Q: 3 clusters Score -3155999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3155991.750000 Penalty: 5074.500488
	Iteration 46Q: 3 clusters Score -3155992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3155993.000000 Penalty: 5074.500488
	Iteration 47Q: 3 clusters Score -3155993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3155994.000000 Penalty: 5074.500488
	Iteration 48Q: 3 clusters Score -3155994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3155998.500000 Penalty: 5074.500488
	Iteration 49Q: 3 clusters Score -3155998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3156012.750000 Penalty: 5074.500488
	Iteration 50Q: 3 clusters Score -3156013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3156004.500000 Penalty: 5074.500488
	Iteration 51Q: 3 clusters Score -3156004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3156010.000000 Penalty: 5074.500488
	Iteration 52Q: 3 clusters Score -3156010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3156018.000000 Penalty: 5074.500488
	Iteration 53Q: 3 clusters Score -3156018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3156017.000000 Penalty: 5074.500488
	Iteration 54Q: 3 clusters Score -3156017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3156023.250000 Penalty: 5074.500488
	Iteration 55Q: 3 clusters Score -3156023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3156025.250000 Penalty: 5074.500488
	Iteration 56Q: 3 clusters Score -3156025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3156023.750000 Penalty: 5074.500488
	Iteration 57Q: 3 clusters Score -3156024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3156031.250000 Penalty: 5074.500488
	Iteration 58Q: 3 clusters Score -3156031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3156029.750000 Penalty: 5074.500488
	Iteration 59Q: 3 clusters Score -3156030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3156029.250000 Penalty: 5074.500488
	Iteration 60F: 3 clusters Score -3156029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3156028.750000 Penalty: 5074.500488
	Iteration 61Q: 3 clusters Score -3156029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3156025.500000 Penalty: 5074.500488
	Iteration 62Q: 3 clusters Score -3156026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3156026.750000 Penalty: 5074.500488
	Iteration 63Q: 3 clusters Score -3156027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3156030.250000 Penalty: 5074.500488
	Iteration 64Q: 3 clusters Score -3156030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3156031.250000 Penalty: 5074.500488
	Iteration 65Q: 3 clusters Score -3156031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3156029.250000 Penalty: 5074.500488
	Iteration 66Q: 3 clusters Score -3156029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3156035.250000 Penalty: 5074.500488
	Iteration 67Q: 3 clusters Score -3156035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3156029.500000 Penalty: 5074.500488
	Iteration 68Q: 3 clusters Score -3156030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3156030.250000 Penalty: 5074.500488
	Iteration 69Q: 3 clusters Score -3156030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3156024.250000 Penalty: 5074.500488
	Iteration 70Q: 3 clusters Score -3156024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3156024.750000 Penalty: 5074.500488
	Iteration 71Q: 3 clusters Score -3156025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3156027.500000 Penalty: 5074.500488
	Iteration 72Q: 3 clusters Score -3156028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3156030.500000 Penalty: 5074.500488
	Iteration 73Q: 3 clusters Score -3156030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3156028.500000 Penalty: 5074.500488
	Iteration 74Q: 3 clusters Score -3156028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3156026.750000 Penalty: 5074.500488
	Iteration 75Q: 3 clusters Score -3156027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3156026.750000 Penalty: 5074.500488
	Iteration 76Q: 3 clusters Score -3156027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3156030.250000 Penalty: 5074.500488
	Iteration 77Q: 3 clusters Score -3156030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3156029.000000 Penalty: 5074.500488
	Iteration 78Q: 3 clusters Score -3156029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3156030.250000 Penalty: 5074.500488
	Iteration 79Q: 3 clusters Score -3156030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3156030.750000 Penalty: 5074.500488
	Iteration 80F: 3 clusters Score -3156031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211872 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39908 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7952 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11037 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17261 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 14746 members 
Mstep: Class 66 contains 13000 members 
Entering Unmasked Estep 
Score: -139299024.000000 Penalty: 230321.296875
Splitting cluster 65 changes total score from -139300240.000000 to -139299024.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211872 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39908 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7952 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11037 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17261 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300128.000000 Penalty: 226831.578125
Iteration 359Q: 66 clusters Score -1.393001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211872 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39908 members 
Mstep: Class 18 contains 36533 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7952 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44503 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11040 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17259 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300128.000000 Penalty: 226831.578125
Iteration 360F: 66 clusters Score -1.393001e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39904 members 
Mstep: Class 18 contains 36532 members 
Mstep: Class 19 contains 128150 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7952 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7150 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44503 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11041 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17262 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300096.000000 Penalty: 226831.578125
Iteration 361Q: 66 clusters Score -1.393001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27423 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108566 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39900 members 
Mstep: Class 18 contains 36529 members 
Mstep: Class 19 contains 128149 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7953 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11043 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17265 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300096.000000 Penalty: 226831.578125
Iteration 362Q: 66 clusters Score -1.393001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27422 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108566 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211869 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39899 members 
Mstep: Class 18 contains 36528 members 
Mstep: Class 19 contains 128148 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7953 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7152 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11043 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300144.000000 Penalty: 226831.578125
Iteration 363Q: 66 clusters Score -1.393001e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27422 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108568 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39898 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128147 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10101 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7953 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7152 members 
Mstep: Class 44 contains 52913 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24598 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300160.000000 Penalty: 226831.578125
Iteration 364Q: 66 clusters Score -1.393002e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27422 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108569 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39896 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7953 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7152 members 
Mstep: Class 44 contains 52913 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300224.000000 Penalty: 226831.578125
Iteration 365Q: 66 clusters Score -1.393002e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108568 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39896 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10099 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7953 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7152 members 
Mstep: Class 44 contains 52913 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300224.000000 Penalty: 226831.578125
Iteration 366Q: 66 clusters Score -1.393002e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39895 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7954 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12431 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6954 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7152 members 
Mstep: Class 44 contains 52913 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17276 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300256.000000 Penalty: 226831.578125
Iteration 367Q: 66 clusters Score -1.393003e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39890 members 
Mstep: Class 18 contains 36528 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10098 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7954 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12428 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6955 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7153 members 
Mstep: Class 44 contains 52913 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44507 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17279 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300192.000000 Penalty: 226831.578125
Iteration 368Q: 66 clusters Score -1.393002e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211871 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39886 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20634 members 
Mstep: Class 22 contains 10097 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7954 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6955 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7155 members 
Mstep: Class 44 contains 52912 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17283 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4904 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300224.000000 Penalty: 226831.578125
Iteration 369Q: 66 clusters Score -1.393002e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108568 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39883 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20634 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7954 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6955 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52912 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17287 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300256.000000 Penalty: 226831.578125
Iteration 370Q: 66 clusters Score -1.393003e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27422 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108568 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39881 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20634 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7954 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6955 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52913 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17291 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300256.000000 Penalty: 226831.578125
Iteration 371Q: 66 clusters Score -1.393003e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27420 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108569 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15735 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211869 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39879 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20634 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7955 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6956 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52913 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17295 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300272.000000 Penalty: 226831.578125
Iteration 372Q: 66 clusters Score -1.393003e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27416 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108570 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15732 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211869 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39874 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7956 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6958 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52914 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6902 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17302 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300048.000000 Penalty: 226831.578125
Iteration 373Q: 66 clusters Score -1.393e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27412 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108569 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15731 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39869 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7957 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6960 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52915 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17308 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300096.000000 Penalty: 226831.578125
Iteration 374Q: 66 clusters Score -1.393001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27410 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108570 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15730 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39866 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 6441 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6961 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52917 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17308 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300080.000000 Penalty: 226831.578125
Iteration 375Q: 66 clusters Score -1.393001e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27408 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108570 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15730 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211870 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39862 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10094 members 
Mstep: Class 23 contains 6442 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12431 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6961 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52917 members 
Mstep: Class 45 contains 16609 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17313 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300080.000000 Penalty: 226831.578125
Iteration 376Q: 66 clusters Score -1.393001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27406 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108570 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15729 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211868 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39863 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10094 members 
Mstep: Class 23 contains 6442 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12432 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6963 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52916 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44506 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17318 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300144.000000 Penalty: 226831.578125
Iteration 377Q: 66 clusters Score -1.393001e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27402 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108570 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211865 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39861 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 12431 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9489 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6966 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52918 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44506 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17325 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300144.000000 Penalty: 226831.578125
Iteration 378Q: 66 clusters Score -1.393001e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27400 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108571 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211862 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39851 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 6448 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12430 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6969 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 52919 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17334 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300128.000000 Penalty: 226831.578125
Iteration 379Q: 66 clusters Score -1.393001e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27399 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108571 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211861 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39841 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7957 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6971 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7157 members 
Mstep: Class 44 contains 52924 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44503 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17340 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300176.000000 Penalty: 226831.578125
Iteration 380F: 66 clusters Score -1.393002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27398 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108571 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211860 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39833 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 6453 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12428 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6972 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 52929 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44503 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17338 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4902 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300160.000000 Penalty: 226831.578125
Iteration 381Q: 66 clusters Score -1.393002e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27398 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108572 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211857 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39830 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12428 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6973 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 52929 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17343 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4902 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300160.000000 Penalty: 226831.578125
Iteration 382Q: 66 clusters Score -1.393002e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27398 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108575 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15724 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211855 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39826 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7959 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6973 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 52930 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44504 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17347 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4902 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300176.000000 Penalty: 226831.578125
Iteration 383Q: 66 clusters Score -1.393002e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27397 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108576 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15724 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211852 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39824 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10087 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7959 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6973 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 52929 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17353 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4901 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300240.000000 Penalty: 226831.578125
Iteration 384Q: 66 clusters Score -1.393002e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27396 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108575 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15723 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211850 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39816 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10087 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7959 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6973 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 52929 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17364 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4901 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300224.000000 Penalty: 226831.578125
Iteration 385Q: 66 clusters Score -1.393002e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27393 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108575 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15722 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211847 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39803 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10086 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7960 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 14990 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6974 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7159 members 
Mstep: Class 44 contains 52931 members 
Mstep: Class 45 contains 16606 members 
Mstep: Class 46 contains 44506 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17378 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4901 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300208.000000 Penalty: 226831.578125
Iteration 386Q: 66 clusters Score -1.393002e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27390 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108574 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 211842 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 39797 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10082 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12427 members 
Mstep: Class 32 contains 14991 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6973 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7160 members 
Mstep: Class 44 contains 52938 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44506 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17389 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4901 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300240.000000 Penalty: 226831.578125
Iteration 387Q: 66 clusters Score -1.393002e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27387 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108574 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211840 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39783 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7961 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12427 members 
Mstep: Class 32 contains 14992 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6974 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7163 members 
Mstep: Class 44 contains 52941 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44506 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17402 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4901 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300224.000000 Penalty: 226831.578125
Iteration 388Q: 66 clusters Score -1.393002e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27384 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108576 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211835 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 39764 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12427 members 
Mstep: Class 32 contains 14993 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6975 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52944 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44506 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17413 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300208.000000 Penalty: 226831.578125
Iteration 389Q: 66 clusters Score -1.393002e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108577 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211830 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 39753 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12428 members 
Mstep: Class 32 contains 14993 members 
Mstep: Class 33 contains 9496 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7163 members 
Mstep: Class 44 contains 52945 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44507 members 
Mstep: Class 47 contains 13961 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17427 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300160.000000 Penalty: 226831.578125
Iteration 390Q: 66 clusters Score -1.393002e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27379 members 
Mstep: Class 4 contains 3836 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108577 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211822 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 39746 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12428 members 
Mstep: Class 32 contains 14994 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6981 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52946 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44507 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22641 members 
Mstep: Class 56 contains 17436 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300240.000000 Penalty: 226831.578125
Iteration 391Q: 66 clusters Score -1.393002e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27379 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108581 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211819 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39736 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12427 members 
Mstep: Class 32 contains 14995 members 
Mstep: Class 33 contains 9498 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6979 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52948 members 
Mstep: Class 45 contains 16607 members 
Mstep: Class 46 contains 44507 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22641 members 
Mstep: Class 56 contains 17449 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300192.000000 Penalty: 226831.578125
Iteration 392Q: 66 clusters Score -1.393002e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27379 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108580 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211816 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10082 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7961 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12426 members 
Mstep: Class 32 contains 14997 members 
Mstep: Class 33 contains 9498 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6978 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52951 members 
Mstep: Class 45 contains 16608 members 
Mstep: Class 46 contains 44505 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6903 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17460 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300240.000000 Penalty: 226831.578125
Iteration 393Q: 66 clusters Score -1.393002e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108579 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211813 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 39722 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10080 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7963 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12425 members 
Mstep: Class 32 contains 14998 members 
Mstep: Class 33 contains 9498 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6978 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7163 members 
Mstep: Class 44 contains 52951 members 
Mstep: Class 45 contains 16610 members 
Mstep: Class 46 contains 44506 members 
Mstep: Class 47 contains 13960 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3660 members 
Mstep: Class 50 contains 6905 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17470 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300224.000000 Penalty: 226831.578125
Iteration 394Q: 66 clusters Score -1.393002e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27382 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108581 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211813 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 39705 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10078 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7963 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12425 members 
Mstep: Class 32 contains 14998 members 
Mstep: Class 33 contains 9498 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6978 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7162 members 
Mstep: Class 44 contains 52954 members 
Mstep: Class 45 contains 16610 members 
Mstep: Class 46 contains 44507 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11044 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6907 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22640 members 
Mstep: Class 56 contains 17479 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300336.000000 Penalty: 226831.578125
Iteration 395Q: 66 clusters Score -1.393003e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27384 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108582 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211811 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 39697 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10073 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7964 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12423 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 9498 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7162 members 
Mstep: Class 44 contains 52954 members 
Mstep: Class 45 contains 16612 members 
Mstep: Class 46 contains 44509 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11045 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6905 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17490 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300352.000000 Penalty: 226831.578125
Iteration 396Q: 66 clusters Score -1.393004e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27384 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108581 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211808 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 39680 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7965 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12421 members 
Mstep: Class 32 contains 15002 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52952 members 
Mstep: Class 45 contains 16614 members 
Mstep: Class 46 contains 44513 members 
Mstep: Class 47 contains 13958 members 
Mstep: Class 48 contains 11046 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6907 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17503 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300320.000000 Penalty: 226831.578125
Iteration 397Q: 66 clusters Score -1.393003e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108585 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211804 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39667 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10066 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7967 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12419 members 
Mstep: Class 32 contains 15003 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7165 members 
Mstep: Class 44 contains 52957 members 
Mstep: Class 45 contains 16616 members 
Mstep: Class 46 contains 44514 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22637 members 
Mstep: Class 56 contains 17511 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300224.000000 Penalty: 226831.578125
Iteration 398Q: 66 clusters Score -1.393002e+08 nChanged 27
Entering ConstructFrom: 
Score: -139300224.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23753.509766 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -23753.51 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 181 members 
Entering Unmasked Estep 
Score: -22512.375000 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -22512.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22716.490234 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -22716.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22811.240234 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -22811.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22868.537109 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -22868.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22910.968750 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -22910.97 nChanged 10
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: -22986.640625 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -22986.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23058.158203 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -23058.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23098.005859 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -23098.01 nChanged 3
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: -23110.419922 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -23110.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23131.015625 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -23131.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23132.035156 Penalty: 2871.820312
	Iteration 10F: 3 clusters Score -23132.04 nChanged 1
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: -23133.687500 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -23133.69 nChanged 0
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: -23133.687500 Penalty: 2871.820312
	Iteration 12F: 3 clusters Score -23133.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Entering Unmasked Estep 
Score: -595998.562500 Penalty: 2156.983154
	Iteration 0F: 2 clusters Score -595998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -590898.687500 Penalty: 4313.966309
	Iteration 0F: 3 clusters Score -590898.7 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -592455.500000 Penalty: 4313.966309
	Iteration 1F: 3 clusters Score -592455.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -592968.937500 Penalty: 4313.966309
	Iteration 2F: 3 clusters Score -592968.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -593388.437500 Penalty: 4313.966309
	Iteration 3F: 3 clusters Score -593388.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -593706.437500 Penalty: 4313.966309
	Iteration 4F: 3 clusters Score -593706.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -593941.625000 Penalty: 4313.966309
	Iteration 5F: 3 clusters Score -593941.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -594138.187500 Penalty: 4313.966309
	Iteration 6Q: 3 clusters Score -594138.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -594293.125000 Penalty: 4313.966309
	Iteration 7Q: 3 clusters Score -594293.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -594411.125000 Penalty: 4313.966309
	Iteration 8Q: 3 clusters Score -594411.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -594505.125000 Penalty: 4313.966309
	Iteration 9Q: 3 clusters Score -594505.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -594596.187500 Penalty: 4313.966309
	Iteration 10Q: 3 clusters Score -594596.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -594666.000000 Penalty: 4313.966309
	Iteration 11Q: 3 clusters Score -594666 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -594720.437500 Penalty: 4313.966309
	Iteration 12Q: 3 clusters Score -594720.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -594774.000000 Penalty: 4313.966309
	Iteration 13Q: 3 clusters Score -594774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -594828.187500 Penalty: 4313.966309
	Iteration 14Q: 3 clusters Score -594828.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -594886.375000 Penalty: 4313.966309
	Iteration 15Q: 3 clusters Score -594886.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -594941.000000 Penalty: 4313.966309
	Iteration 16Q: 3 clusters Score -594941 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -594998.125000 Penalty: 4313.966309
	Iteration 17Q: 3 clusters Score -594998.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -595038.875000 Penalty: 4313.966309
	Iteration 18Q: 3 clusters Score -595038.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -595064.437500 Penalty: 4313.966309
	Iteration 19Q: 3 clusters Score -595064.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -595098.312500 Penalty: 4313.966309
	Iteration 20F: 3 clusters Score -595098.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -595148.875000 Penalty: 4313.966309
	Iteration 21Q: 3 clusters Score -595148.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -595194.812500 Penalty: 4313.966309
	Iteration 22Q: 3 clusters Score -595194.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -595230.250000 Penalty: 4313.966309
	Iteration 23Q: 3 clusters Score -595230.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -595261.625000 Penalty: 4313.966309
	Iteration 24Q: 3 clusters Score -595261.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -595287.375000 Penalty: 4313.966309
	Iteration 25Q: 3 clusters Score -595287.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -595308.437500 Penalty: 4313.966309
	Iteration 26Q: 3 clusters Score -595308.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -595326.125000 Penalty: 4313.966309
	Iteration 27Q: 3 clusters Score -595326.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -595347.062500 Penalty: 4313.966309
	Iteration 28Q: 3 clusters Score -595347.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -595366.812500 Penalty: 4313.966309
	Iteration 29Q: 3 clusters Score -595366.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -595384.812500 Penalty: 4313.966309
	Iteration 30Q: 3 clusters Score -595384.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -595390.000000 Penalty: 4313.966309
	Iteration 31Q: 3 clusters Score -595390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -595391.687500 Penalty: 4313.966309
	Iteration 32Q: 3 clusters Score -595391.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -595392.375000 Penalty: 4313.966309
	Iteration 33Q: 3 clusters Score -595392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -595396.937500 Penalty: 4313.966309
	Iteration 34Q: 3 clusters Score -595396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -595401.250000 Penalty: 4313.966309
	Iteration 35Q: 3 clusters Score -595401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -595405.625000 Penalty: 4313.966309
	Iteration 36Q: 3 clusters Score -595405.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -595409.375000 Penalty: 4313.966309
	Iteration 37Q: 3 clusters Score -595409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -595411.750000 Penalty: 4313.966309
	Iteration 38Q: 3 clusters Score -595411.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -595414.375000 Penalty: 4313.966309
	Iteration 39Q: 3 clusters Score -595414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -595417.000000 Penalty: 4313.966309
	Iteration 40F: 3 clusters Score -595417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -595416.312500 Penalty: 4313.966309
	Iteration 41Q: 3 clusters Score -595416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -595416.750000 Penalty: 4313.966309
	Iteration 42Q: 3 clusters Score -595416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -595418.500000 Penalty: 4313.966309
	Iteration 43Q: 3 clusters Score -595418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -595419.125000 Penalty: 4313.966309
	Iteration 44Q: 3 clusters Score -595419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -595418.562500 Penalty: 4313.966309
	Iteration 45Q: 3 clusters Score -595418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -595419.562500 Penalty: 4313.966309
	Iteration 46Q: 3 clusters Score -595419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -595421.750000 Penalty: 4313.966309
	Iteration 47Q: 3 clusters Score -595421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -595421.187500 Penalty: 4313.966309
	Iteration 48Q: 3 clusters Score -595421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -595423.375000 Penalty: 4313.966309
	Iteration 49Q: 3 clusters Score -595423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -595424.125000 Penalty: 4313.966309
	Iteration 50Q: 3 clusters Score -595424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -595425.500000 Penalty: 4313.966309
	Iteration 51Q: 3 clusters Score -595425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -595424.437500 Penalty: 4313.966309
	Iteration 52Q: 3 clusters Score -595424.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -595424.437500 Penalty: 4313.966309
	Iteration 53F: 3 clusters Score -595424.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Entering Unmasked Estep 
Score: -3121522.250000 Penalty: 2533.974854
	Iteration 0F: 2 clusters Score -3121522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3102694.250000 Penalty: 5067.949707
	Iteration 0F: 3 clusters Score -3102694 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3109752.500000 Penalty: 5067.949707
	Iteration 1F: 3 clusters Score -3109752 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3110901.500000 Penalty: 5067.949707
	Iteration 2F: 3 clusters Score -3110902 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3112389.750000 Penalty: 5067.949707
	Iteration 3F: 3 clusters Score -3112390 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3113797.000000 Penalty: 5067.949707
	Iteration 4F: 3 clusters Score -3113797 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3114997.750000 Penalty: 5067.949707
	Iteration 5F: 3 clusters Score -3114998 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3115989.750000 Penalty: 5067.949707
	Iteration 6F: 3 clusters Score -3115990 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3116717.000000 Penalty: 5067.949707
	Iteration 7Q: 3 clusters Score -3116717 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3117248.250000 Penalty: 5067.949707
	Iteration 8Q: 3 clusters Score -3117248 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3117717.750000 Penalty: 5067.949707
	Iteration 9Q: 3 clusters Score -3117718 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3118124.250000 Penalty: 5067.949707
	Iteration 10Q: 3 clusters Score -3118124 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3118498.000000 Penalty: 5067.949707
	Iteration 11Q: 3 clusters Score -3118498 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3118869.000000 Penalty: 5067.949707
	Iteration 12Q: 3 clusters Score -3118869 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3119239.750000 Penalty: 5067.949707
	Iteration 13Q: 3 clusters Score -3119240 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3119553.500000 Penalty: 5067.949707
	Iteration 14Q: 3 clusters Score -3119554 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3119813.250000 Penalty: 5067.949707
	Iteration 15Q: 3 clusters Score -3119813 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3119987.750000 Penalty: 5067.949707
	Iteration 16Q: 3 clusters Score -3119988 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3120156.250000 Penalty: 5067.949707
	Iteration 17Q: 3 clusters Score -3120156 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -3120274.250000 Penalty: 5067.949707
	Iteration 18Q: 3 clusters Score -3120274 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3120360.250000 Penalty: 5067.949707
	Iteration 19Q: 3 clusters Score -3120360 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3120430.000000 Penalty: 5067.949707
	Iteration 20F: 3 clusters Score -3120430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3120477.500000 Penalty: 5067.949707
	Iteration 21Q: 3 clusters Score -3120478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3120541.000000 Penalty: 5067.949707
	Iteration 22Q: 3 clusters Score -3120541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3120596.000000 Penalty: 5067.949707
	Iteration 23Q: 3 clusters Score -3120596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3120636.750000 Penalty: 5067.949707
	Iteration 24Q: 3 clusters Score -3120637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3120655.750000 Penalty: 5067.949707
	Iteration 25Q: 3 clusters Score -3120656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3120670.500000 Penalty: 5067.949707
	Iteration 26Q: 3 clusters Score -3120670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3120676.500000 Penalty: 5067.949707
	Iteration 27Q: 3 clusters Score -3120676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3120672.000000 Penalty: 5067.949707
	Iteration 28Q: 3 clusters Score -3120672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3120686.250000 Penalty: 5067.949707
	Iteration 29Q: 3 clusters Score -3120686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3120691.750000 Penalty: 5067.949707
	Iteration 30Q: 3 clusters Score -3120692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3120701.000000 Penalty: 5067.949707
	Iteration 31Q: 3 clusters Score -3120701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3120704.250000 Penalty: 5067.949707
	Iteration 32Q: 3 clusters Score -3120704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3120708.500000 Penalty: 5067.949707
	Iteration 33Q: 3 clusters Score -3120708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3120713.000000 Penalty: 5067.949707
	Iteration 34Q: 3 clusters Score -3120713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3120710.000000 Penalty: 5067.949707
	Iteration 35Q: 3 clusters Score -3120710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3120712.500000 Penalty: 5067.949707
	Iteration 36Q: 3 clusters Score -3120712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3120715.750000 Penalty: 5067.949707
	Iteration 37Q: 3 clusters Score -3120716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3120712.500000 Penalty: 5067.949707
	Iteration 38Q: 3 clusters Score -3120712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3120717.250000 Penalty: 5067.949707
	Iteration 39Q: 3 clusters Score -3120717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3120712.500000 Penalty: 5067.949707
	Iteration 40F: 3 clusters Score -3120712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3120713.250000 Penalty: 5067.949707
	Iteration 41Q: 3 clusters Score -3120713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3120713.250000 Penalty: 5067.949707
	Iteration 42F: 3 clusters Score -3120713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -378610.562500 Penalty: 2046.606689
	Iteration 0F: 2 clusters Score -378610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -374829.750000 Penalty: 4093.213379
	Iteration 0F: 3 clusters Score -374829.8 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -376187.875000 Penalty: 4093.213379
	Iteration 1F: 3 clusters Score -376187.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -377257.718750 Penalty: 4093.213379
	Iteration 2F: 3 clusters Score -377257.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -378155.062500 Penalty: 4093.213379
	Iteration 3F: 3 clusters Score -378155.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -378720.468750 Penalty: 4093.213379
	Iteration 4F: 3 clusters Score -378720.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -379005.687500 Penalty: 4093.213379
	Iteration 5F: 3 clusters Score -379005.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -379196.406250 Penalty: 4093.213379
	Iteration 6Q: 3 clusters Score -379196.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -379341.031250 Penalty: 4093.213379
	Iteration 7Q: 3 clusters Score -379341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -379422.062500 Penalty: 4093.213379
	Iteration 8Q: 3 clusters Score -379422.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -379461.625000 Penalty: 4093.213379
	Iteration 9Q: 3 clusters Score -379461.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -379479.500000 Penalty: 4093.213379
	Iteration 10Q: 3 clusters Score -379479.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -379489.187500 Penalty: 4093.213379
	Iteration 11Q: 3 clusters Score -379489.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -379494.781250 Penalty: 4093.213379
	Iteration 12Q: 3 clusters Score -379494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -379496.593750 Penalty: 4093.213379
	Iteration 13Q: 3 clusters Score -379496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -379497.187500 Penalty: 4093.213379
	Iteration 14Q: 3 clusters Score -379497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -379497.187500 Penalty: 4093.213379
	Iteration 15F: 3 clusters Score -379497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27382 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108588 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211805 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39660 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52958 members 
Mstep: Class 45 contains 16618 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22636 members 
Mstep: Class 56 contains 17517 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Mstep: Class 66 contains 1541 members 
Entering Unmasked Estep 
Score: -139299616.000000 Penalty: 230321.296875
Splitting cluster 4 changes total score from -139300224.000000 to -139299616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Entering Unmasked Estep 
Score: -1887996.250000 Penalty: 2430.664795
	Iteration 0F: 2 clusters Score -1887996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1875300.750000 Penalty: 4861.329590
	Iteration 0F: 3 clusters Score -1875301 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1879855.500000 Penalty: 4861.329590
	Iteration 1F: 3 clusters Score -1879856 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1880388.500000 Penalty: 4861.329590
	Iteration 2F: 3 clusters Score -1880388 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1880890.125000 Penalty: 4861.329590
	Iteration 3F: 3 clusters Score -1880890 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1881387.125000 Penalty: 4861.329590
	Iteration 4F: 3 clusters Score -1881387 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1881819.125000 Penalty: 4861.329590
	Iteration 5Q: 3 clusters Score -1881819 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1882253.750000 Penalty: 4861.329590
	Iteration 6Q: 3 clusters Score -1882254 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1882634.125000 Penalty: 4861.329590
	Iteration 7Q: 3 clusters Score -1882634 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1882941.750000 Penalty: 4861.329590
	Iteration 8Q: 3 clusters Score -1882942 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1883193.375000 Penalty: 4861.329590
	Iteration 9Q: 3 clusters Score -1883193 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1883375.750000 Penalty: 4861.329590
	Iteration 10Q: 3 clusters Score -1883376 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1883503.250000 Penalty: 4861.329590
	Iteration 11Q: 3 clusters Score -1883503 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1883608.875000 Penalty: 4861.329590
	Iteration 12Q: 3 clusters Score -1883609 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1883699.125000 Penalty: 4861.329590
	Iteration 13Q: 3 clusters Score -1883699 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1883771.250000 Penalty: 4861.329590
	Iteration 14Q: 3 clusters Score -1883771 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1883843.000000 Penalty: 4861.329590
	Iteration 15Q: 3 clusters Score -1883843 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1883902.500000 Penalty: 4861.329590
	Iteration 16Q: 3 clusters Score -1883902 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1883957.875000 Penalty: 4861.329590
	Iteration 17Q: 3 clusters Score -1883958 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1884003.000000 Penalty: 4861.329590
	Iteration 18Q: 3 clusters Score -1884003 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1884042.750000 Penalty: 4861.329590
	Iteration 19Q: 3 clusters Score -1884043 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1884069.125000 Penalty: 4861.329590
	Iteration 20F: 3 clusters Score -1884069 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1884092.750000 Penalty: 4861.329590
	Iteration 21Q: 3 clusters Score -1884093 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1884111.875000 Penalty: 4861.329590
	Iteration 22Q: 3 clusters Score -1884112 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1884154.875000 Penalty: 4861.329590
	Iteration 23Q: 3 clusters Score -1884155 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1884164.250000 Penalty: 4861.329590
	Iteration 24Q: 3 clusters Score -1884164 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1884187.625000 Penalty: 4861.329590
	Iteration 25Q: 3 clusters Score -1884188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1884215.750000 Penalty: 4861.329590
	Iteration 26Q: 3 clusters Score -1884216 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1884231.625000 Penalty: 4861.329590
	Iteration 27Q: 3 clusters Score -1884232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1884254.250000 Penalty: 4861.329590
	Iteration 28Q: 3 clusters Score -1884254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1884282.000000 Penalty: 4861.329590
	Iteration 29Q: 3 clusters Score -1884282 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1884300.500000 Penalty: 4861.329590
	Iteration 30Q: 3 clusters Score -1884300 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1884322.000000 Penalty: 4861.329590
	Iteration 31Q: 3 clusters Score -1884322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1884343.625000 Penalty: 4861.329590
	Iteration 32Q: 3 clusters Score -1884344 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1884358.875000 Penalty: 4861.329590
	Iteration 33Q: 3 clusters Score -1884359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1884370.375000 Penalty: 4861.329590
	Iteration 34Q: 3 clusters Score -1884370 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1884392.500000 Penalty: 4861.329590
	Iteration 35Q: 3 clusters Score -1884392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1884418.875000 Penalty: 4861.329590
	Iteration 36Q: 3 clusters Score -1884419 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1884444.250000 Penalty: 4861.329590
	Iteration 37Q: 3 clusters Score -1884444 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1884461.500000 Penalty: 4861.329590
	Iteration 38Q: 3 clusters Score -1884462 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1884503.500000 Penalty: 4861.329590
	Iteration 39Q: 3 clusters Score -1884504 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1884545.625000 Penalty: 4861.329590
	Iteration 40F: 3 clusters Score -1884546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1884589.625000 Penalty: 4861.329590
	Iteration 41Q: 3 clusters Score -1884590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1884646.875000 Penalty: 4861.329590
	Iteration 42Q: 3 clusters Score -1884647 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1884694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1884740.125000 Penalty: 4861.329590
	Iteration 44Q: 3 clusters Score -1884740 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1884800.500000 Penalty: 4861.329590
	Iteration 45Q: 3 clusters Score -1884800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1884857 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1884916.125000 Penalty: 4861.329590
	Iteration 47Q: 3 clusters Score -1884916 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1884962 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1885021 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1885075.500000 Penalty: 4861.329590
	Iteration 50Q: 3 clusters Score -1885076 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1885138.125000 Penalty: 4861.329590
	Iteration 51Q: 3 clusters Score -1885138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1885192.750000 Penalty: 4861.329590
	Iteration 52Q: 3 clusters Score -1885193 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1885261.875000 Penalty: 4861.329590
	Iteration 53Q: 3 clusters Score -1885262 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1885316.750000 Penalty: 4861.329590
	Iteration 54Q: 3 clusters Score -1885317 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1885361.000000 Penalty: 4861.329590
	Iteration 55Q: 3 clusters Score -1885361 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1885417.625000 Penalty: 4861.329590
	Iteration 56Q: 3 clusters Score -1885418 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1885448.625000 Penalty: 4861.329590
	Iteration 57Q: 3 clusters Score -1885449 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1885496.375000 Penalty: 4861.329590
	Iteration 58Q: 3 clusters Score -1885496 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1885531.125000 Penalty: 4861.329590
	Iteration 59Q: 3 clusters Score -1885531 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1885573.125000 Penalty: 4861.329590
	Iteration 60F: 3 clusters Score -1885573 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1885622.500000 Penalty: 4861.329590
	Iteration 61Q: 3 clusters Score -1885622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1885650.750000 Penalty: 4861.329590
	Iteration 62Q: 3 clusters Score -1885651 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1885682.625000 Penalty: 4861.329590
	Iteration 63Q: 3 clusters Score -1885683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1885716.125000 Penalty: 4861.329590
	Iteration 64Q: 3 clusters Score -1885716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1885754.625000 Penalty: 4861.329590
	Iteration 65Q: 3 clusters Score -1885755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1885786 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1885806 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1885828 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1885863 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1885895 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1885922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1885952.375000 Penalty: 4861.329590
	Iteration 72Q: 3 clusters Score -1885952 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1885992.375000 Penalty: 4861.329590
	Iteration 73Q: 3 clusters Score -1885992 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1886018.375000 Penalty: 4861.329590
	Iteration 74Q: 3 clusters Score -1886018 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1886042.875000 Penalty: 4861.329590
	Iteration 75Q: 3 clusters Score -1886043 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1886070 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1886103.000000 Penalty: 4861.329590
	Iteration 77Q: 3 clusters Score -1886103 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1886131.000000 Penalty: 4861.329590
	Iteration 78Q: 3 clusters Score -1886131 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1886178.375000 Penalty: 4861.329590
	Iteration 79Q: 3 clusters Score -1886178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1886212.125000 Penalty: 4861.329590
	Iteration 80F: 3 clusters Score -1886212 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1886256.875000 Penalty: 4861.329590
	Iteration 81Q: 3 clusters Score -1886257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1886299.250000 Penalty: 4861.329590
	Iteration 82Q: 3 clusters Score -1886299 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1886351.125000 Penalty: 4861.329590
	Iteration 83Q: 3 clusters Score -1886351 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1886402.250000 Penalty: 4861.329590
	Iteration 84Q: 3 clusters Score -1886402 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1886455.250000 Penalty: 4861.329590
	Iteration 85Q: 3 clusters Score -1886455 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1886501.125000 Penalty: 4861.329590
	Iteration 86Q: 3 clusters Score -1886501 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1886588 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1886654.625000 Penalty: 4861.329590
	Iteration 88Q: 3 clusters Score -1886655 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1886718.750000 Penalty: 4861.329590
	Iteration 89Q: 3 clusters Score -1886719 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1886782.625000 Penalty: 4861.329590
	Iteration 90Q: 3 clusters Score -1886783 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1886841.625000 Penalty: 4861.329590
	Iteration 91Q: 3 clusters Score -1886842 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1886899.750000 Penalty: 4861.329590
	Iteration 92Q: 3 clusters Score -1886900 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1886946.750000 Penalty: 4861.329590
	Iteration 93Q: 3 clusters Score -1886947 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1886985.250000 Penalty: 4861.329590
	Iteration 94Q: 3 clusters Score -1886985 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1887017.625000 Penalty: 4861.329590
	Iteration 95Q: 3 clusters Score -1887018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1887041.250000 Penalty: 4861.329590
	Iteration 96Q: 3 clusters Score -1887041 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1887065.125000 Penalty: 4861.329590
	Iteration 97Q: 3 clusters Score -1887065 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1887081.250000 Penalty: 4861.329590
	Iteration 98Q: 3 clusters Score -1887081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1887097.125000 Penalty: 4861.329590
	Iteration 99Q: 3 clusters Score -1887097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1887120.500000 Penalty: 4861.329590
	Iteration 100F: 3 clusters Score -1887120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1887136.250000 Penalty: 4861.329590
	Iteration 101Q: 3 clusters Score -1887136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1887148.875000 Penalty: 4861.329590
	Iteration 102Q: 3 clusters Score -1887149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1887161.125000 Penalty: 4861.329590
	Iteration 103Q: 3 clusters Score -1887161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1887172.750000 Penalty: 4861.329590
	Iteration 104Q: 3 clusters Score -1887173 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1887186.000000 Penalty: 4861.329590
	Iteration 105Q: 3 clusters Score -1887186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1887217.500000 Penalty: 4861.329590
	Iteration 106Q: 3 clusters Score -1887218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1887232.000000 Penalty: 4861.329590
	Iteration 107Q: 3 clusters Score -1887232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1887241.500000 Penalty: 4861.329590
	Iteration 108Q: 3 clusters Score -1887242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1887249.875000 Penalty: 4861.329590
	Iteration 109Q: 3 clusters Score -1887250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1887260.375000 Penalty: 4861.329590
	Iteration 110Q: 3 clusters Score -1887260 nChanged 20
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Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1887262.750000 Penalty: 4861.329590
	Iteration 111Q: 3 clusters Score -1887263 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1887264 nChanged 14
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Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1887263.000000 Penalty: 4861.329590
	Iteration 113Q: 3 clusters Score -1887263 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1887273.125000 Penalty: 4861.329590
	Iteration 114Q: 3 clusters Score -1887273 nChanged 14
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Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1887276.250000 Penalty: 4861.329590
	Iteration 115Q: 3 clusters Score -1887276 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1887280.500000 Penalty: 4861.329590
	Iteration 116Q: 3 clusters Score -1887280 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1887286.250000 Penalty: 4861.329590
	Iteration 117Q: 3 clusters Score -1887286 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1887283.875000 Penalty: 4861.329590
	Iteration 118Q: 3 clusters Score -1887284 nChanged 5
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Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1887284 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1887287.875000 Penalty: 4861.329590
	Iteration 120F: 3 clusters Score -1887288 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1887288.625000 Penalty: 4861.329590
	Iteration 121Q: 3 clusters Score -1887289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1887293.375000 Penalty: 4861.329590
	Iteration 122Q: 3 clusters Score -1887293 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1887293.250000 Penalty: 4861.329590
	Iteration 123Q: 3 clusters Score -1887293 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1887292 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1887293.750000 Penalty: 4861.329590
	Iteration 125Q: 3 clusters Score -1887294 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1887294.000000 Penalty: 4861.329590
	Iteration 126Q: 3 clusters Score -1887294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1887292.500000 Penalty: 4861.329590
	Iteration 127Q: 3 clusters Score -1887292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1887295.500000 Penalty: 4861.329590
	Iteration 128Q: 3 clusters Score -1887296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1887298.750000 Penalty: 4861.329590
	Iteration 129Q: 3 clusters Score -1887299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1887295.750000 Penalty: 4861.329590
	Iteration 130Q: 3 clusters Score -1887296 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1887298.250000 Penalty: 4861.329590
	Iteration 131Q: 3 clusters Score -1887298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1887297.500000 Penalty: 4861.329590
	Iteration 132Q: 3 clusters Score -1887298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1887300.750000 Penalty: 4861.329590
	Iteration 133Q: 3 clusters Score -1887301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1887300.875000 Penalty: 4861.329590
	Iteration 134Q: 3 clusters Score -1887301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1887300.875000 Penalty: 4861.329590
	Iteration 135F: 3 clusters Score -1887301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Entering Unmasked Estep 
Score: -15802089.000000 Penalty: 2939.601807
	Iteration 0F: 2 clusters Score -1.580209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -15708174.000000 Penalty: 5879.203613
	Iteration 0F: 3 clusters Score -1.570817e+07 nChanged 67281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -15747093.000000 Penalty: 5879.203613
	Iteration 1F: 3 clusters Score -1.574709e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -15748405.000000 Penalty: 5879.203613
	Iteration 2Q: 3 clusters Score -1.57484e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -15750097.000000 Penalty: 5879.203613
	Iteration 3Q: 3 clusters Score -1.57501e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -15752790.000000 Penalty: 5879.203613
	Iteration 4Q: 3 clusters Score -1.575279e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -15757166.000000 Penalty: 5879.203613
	Iteration 5F: 3 clusters Score -1.575717e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 98759 members 
Entering Unmasked Estep 
Score: -15763550.000000 Penalty: 5879.203613
	Iteration 6F: 3 clusters Score -1.576355e+07 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 109064 members 
Entering Unmasked Estep 
Score: -15772183.000000 Penalty: 5879.203613
	Iteration 7F: 3 clusters Score -1.577218e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 119225 members 
Entering Unmasked Estep 
Score: -15781348.000000 Penalty: 5879.203613
	Iteration 8F: 3 clusters Score -1.578135e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 127356 members 
Entering Unmasked Estep 
Score: -15789323.000000 Penalty: 5879.203613
	Iteration 9F: 3 clusters Score -1.578932e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 132627 members 
Entering Unmasked Estep 
Score: -15794722.000000 Penalty: 5879.203613
	Iteration 10Q: 3 clusters Score -1.579472e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 135159 members 
Entering Unmasked Estep 
Score: -15797548.000000 Penalty: 5879.203613
	Iteration 11Q: 3 clusters Score -1.579755e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -15798966.000000 Penalty: 5879.203613
	Iteration 12Q: 3 clusters Score -1.579897e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 136454 members 
Entering Unmasked Estep 
Score: -15800062.000000 Penalty: 5879.203613
	Iteration 13Q: 3 clusters Score -1.580006e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -15800700.000000 Penalty: 5879.203613
	Iteration 14Q: 3 clusters Score -1.58007e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 136357 members 
Entering Unmasked Estep 
Score: -15800922.000000 Penalty: 5879.203613
	Iteration 15Q: 3 clusters Score -1.580092e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 136231 members 
Entering Unmasked Estep 
Score: -15801057.000000 Penalty: 5879.203613
	Iteration 16Q: 3 clusters Score -1.580106e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 136086 members 
Entering Unmasked Estep 
Score: -15801077.000000 Penalty: 5879.203613
	Iteration 17Q: 3 clusters Score -1.580108e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 135953 members 
Entering Unmasked Estep 
Score: -15801138.000000 Penalty: 5879.203613
	Iteration 18Q: 3 clusters Score -1.580114e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 135828 members 
Entering Unmasked Estep 
Score: -15801171.000000 Penalty: 5879.203613
	Iteration 19Q: 3 clusters Score -1.580117e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 135733 members 
Entering Unmasked Estep 
Score: -15801195.000000 Penalty: 5879.203613
	Iteration 20F: 3 clusters Score -1.58012e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 135632 members 
Entering Unmasked Estep 
Score: -15801212.000000 Penalty: 5879.203613
	Iteration 21Q: 3 clusters Score -1.580121e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 135554 members 
Entering Unmasked Estep 
Score: -15801236.000000 Penalty: 5879.203613
	Iteration 22Q: 3 clusters Score -1.580124e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 135482 members 
Entering Unmasked Estep 
Score: -15801250.000000 Penalty: 5879.203613
	Iteration 23Q: 3 clusters Score -1.580125e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 135402 members 
Entering Unmasked Estep 
Score: -15801232.000000 Penalty: 5879.203613
	Iteration 24Q: 3 clusters Score -1.580123e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -15801237.000000 Penalty: 5879.203613
	Iteration 25Q: 3 clusters Score -1.580124e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 135276 members 
Entering Unmasked Estep 
Score: -15801268.000000 Penalty: 5879.203613
	Iteration 26Q: 3 clusters Score -1.580127e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 135222 members 
Entering Unmasked Estep 
Score: -15801288.000000 Penalty: 5879.203613
	Iteration 27Q: 3 clusters Score -1.580129e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 135174 members 
Entering Unmasked Estep 
Score: -15801285.000000 Penalty: 5879.203613
	Iteration 28Q: 3 clusters Score -1.580128e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 135127 members 
Entering Unmasked Estep 
Score: -15801281.000000 Penalty: 5879.203613
	Iteration 29Q: 3 clusters Score -1.580128e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 135074 members 
Entering Unmasked Estep 
Score: -15801308.000000 Penalty: 5879.203613
	Iteration 30Q: 3 clusters Score -1.580131e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 135025 members 
Entering Unmasked Estep 
Score: -15801328.000000 Penalty: 5879.203613
	Iteration 31Q: 3 clusters Score -1.580133e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 134984 members 
Entering Unmasked Estep 
Score: -15801344.000000 Penalty: 5879.203613
	Iteration 32Q: 3 clusters Score -1.580134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 134951 members 
Entering Unmasked Estep 
Score: -15801346.000000 Penalty: 5879.203613
	Iteration 33Q: 3 clusters Score -1.580135e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 134916 members 
Entering Unmasked Estep 
Score: -15801347.000000 Penalty: 5879.203613
	Iteration 34Q: 3 clusters Score -1.580135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 134891 members 
Entering Unmasked Estep 
Score: -15801350.000000 Penalty: 5879.203613
	Iteration 35Q: 3 clusters Score -1.580135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 134871 members 
Entering Unmasked Estep 
Score: -15801350.000000 Penalty: 5879.203613
	Iteration 36Q: 3 clusters Score -1.580135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 134846 members 
Entering Unmasked Estep 
Score: -15801342.000000 Penalty: 5879.203613
	Iteration 37Q: 3 clusters Score -1.580134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 134823 members 
Entering Unmasked Estep 
Score: -15801351.000000 Penalty: 5879.203613
	Iteration 38Q: 3 clusters Score -1.580135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 134805 members 
Entering Unmasked Estep 
Score: -15801351.000000 Penalty: 5879.203613
	Iteration 39Q: 3 clusters Score -1.580135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 134786 members 
Entering Unmasked Estep 
Score: -15801367.000000 Penalty: 5879.203613
	Iteration 40F: 3 clusters Score -1.580137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 134765 members 
Entering Unmasked Estep 
Score: -15801356.000000 Penalty: 5879.203613
	Iteration 41Q: 3 clusters Score -1.580136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 134749 members 
Entering Unmasked Estep 
Score: -15801368.000000 Penalty: 5879.203613
	Iteration 42Q: 3 clusters Score -1.580137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 134729 members 
Entering Unmasked Estep 
Score: -15801380.000000 Penalty: 5879.203613
	Iteration 43Q: 3 clusters Score -1.580138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -15801373.000000 Penalty: 5879.203613
	Iteration 44Q: 3 clusters Score -1.580137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 134693 members 
Entering Unmasked Estep 
Score: -15801372.000000 Penalty: 5879.203613
	Iteration 45Q: 3 clusters Score -1.580137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 134681 members 
Entering Unmasked Estep 
Score: -15801375.000000 Penalty: 5879.203613
	Iteration 46Q: 3 clusters Score -1.580138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 134667 members 
Entering Unmasked Estep 
Score: -15801371.000000 Penalty: 5879.203613
	Iteration 47Q: 3 clusters Score -1.580137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 134659 members 
Entering Unmasked Estep 
Score: -15801368.000000 Penalty: 5879.203613
	Iteration 48Q: 3 clusters Score -1.580137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 134653 members 
Entering Unmasked Estep 
Score: -15801364.000000 Penalty: 5879.203613
	Iteration 49Q: 3 clusters Score -1.580136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 134644 members 
Entering Unmasked Estep 
Score: -15801368.000000 Penalty: 5879.203613
	Iteration 50Q: 3 clusters Score -1.580137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 134635 members 
Entering Unmasked Estep 
Score: -15801360.000000 Penalty: 5879.203613
	Iteration 51Q: 3 clusters Score -1.580136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 134626 members 
Entering Unmasked Estep 
Score: -15801358.000000 Penalty: 5879.203613
	Iteration 52Q: 3 clusters Score -1.580136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 134618 members 
Entering Unmasked Estep 
Score: -15801371.000000 Penalty: 5879.203613
	Iteration 53Q: 3 clusters Score -1.580137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 134615 members 
Entering Unmasked Estep 
Score: -15801373.000000 Penalty: 5879.203613
	Iteration 54Q: 3 clusters Score -1.580137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 134607 members 
Entering Unmasked Estep 
Score: -15801365.000000 Penalty: 5879.203613
	Iteration 55Q: 3 clusters Score -1.580136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -15801364.000000 Penalty: 5879.203613
	Iteration 56Q: 3 clusters Score -1.580136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -15801360.000000 Penalty: 5879.203613
	Iteration 57Q: 3 clusters Score -1.580136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 134585 members 
Entering Unmasked Estep 
Score: -15801340.000000 Penalty: 5879.203613
	Iteration 58Q: 3 clusters Score -1.580134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 134581 members 
Entering Unmasked Estep 
Score: -15801367.000000 Penalty: 5879.203613
	Iteration 59Q: 3 clusters Score -1.580137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 134574 members 
Entering Unmasked Estep 
Score: -15801374.000000 Penalty: 5879.203613
	Iteration 60F: 3 clusters Score -1.580137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 134568 members 
Entering Unmasked Estep 
Score: -15801379.000000 Penalty: 5879.203613
	Iteration 61Q: 3 clusters Score -1.580138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 134561 members 
Entering Unmasked Estep 
Score: -15801372.000000 Penalty: 5879.203613
	Iteration 62Q: 3 clusters Score -1.580137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 134555 members 
Entering Unmasked Estep 
Score: -15801368.000000 Penalty: 5879.203613
	Iteration 63Q: 3 clusters Score -1.580137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 134546 members 
Entering Unmasked Estep 
Score: -15801382.000000 Penalty: 5879.203613
	Iteration 64Q: 3 clusters Score -1.580138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 134534 members 
Entering Unmasked Estep 
Score: -15801367.000000 Penalty: 5879.203613
	Iteration 65Q: 3 clusters Score -1.580137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 134525 members 
Entering Unmasked Estep 
Score: -15801364.000000 Penalty: 5879.203613
	Iteration 66Q: 3 clusters Score -1.580136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 134516 members 
Entering Unmasked Estep 
Score: -15801366.000000 Penalty: 5879.203613
	Iteration 67Q: 3 clusters Score -1.580137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 134508 members 
Entering Unmasked Estep 
Score: -15801373.000000 Penalty: 5879.203613
	Iteration 68Q: 3 clusters Score -1.580137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 134504 members 
Entering Unmasked Estep 
Score: -15801381.000000 Penalty: 5879.203613
	Iteration 69Q: 3 clusters Score -1.580138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 134499 members 
Entering Unmasked Estep 
Score: -15801385.000000 Penalty: 5879.203613
	Iteration 70Q: 3 clusters Score -1.580138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 134491 members 
Entering Unmasked Estep 
Score: -15801370.000000 Penalty: 5879.203613
	Iteration 71Q: 3 clusters Score -1.580137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 134485 members 
Entering Unmasked Estep 
Score: -15801380.000000 Penalty: 5879.203613
	Iteration 72Q: 3 clusters Score -1.580138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -15801386.000000 Penalty: 5879.203613
	Iteration 73Q: 3 clusters Score -1.580139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 134473 members 
Entering Unmasked Estep 
Score: -15801383.000000 Penalty: 5879.203613
	Iteration 74Q: 3 clusters Score -1.580138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 134469 members 
Entering Unmasked Estep 
Score: -15801377.000000 Penalty: 5879.203613
	Iteration 75Q: 3 clusters Score -1.580138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 134466 members 
Entering Unmasked Estep 
Score: -15801361.000000 Penalty: 5879.203613
	Iteration 76Q: 3 clusters Score -1.580136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 134459 members 
Entering Unmasked Estep 
Score: -15801361.000000 Penalty: 5879.203613
	Iteration 77Q: 3 clusters Score -1.580136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -15801354.000000 Penalty: 5879.203613
	Iteration 78Q: 3 clusters Score -1.580135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 134449 members 
Entering Unmasked Estep 
Score: -15801346.000000 Penalty: 5879.203613
	Iteration 79Q: 3 clusters Score -1.580135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 134443 members 
Entering Unmasked Estep 
Score: -15801343.000000 Penalty: 5879.203613
	Iteration 80F: 3 clusters Score -1.580134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 134435 members 
Entering Unmasked Estep 
Score: -15801361.000000 Penalty: 5879.203613
	Iteration 81Q: 3 clusters Score -1.580136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 134430 members 
Entering Unmasked Estep 
Score: -15801353.000000 Penalty: 5879.203613
	Iteration 82Q: 3 clusters Score -1.580135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -15801364.000000 Penalty: 5879.203613
	Iteration 83Q: 3 clusters Score -1.580136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 134421 members 
Entering Unmasked Estep 
Score: -15801352.000000 Penalty: 5879.203613
	Iteration 84Q: 3 clusters Score -1.580135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 134416 members 
Entering Unmasked Estep 
Score: -15801351.000000 Penalty: 5879.203613
	Iteration 85Q: 3 clusters Score -1.580135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 134413 members 
Entering Unmasked Estep 
Score: -15801359.000000 Penalty: 5879.203613
	Iteration 86Q: 3 clusters Score -1.580136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 134410 members 
Entering Unmasked Estep 
Score: -15801356.000000 Penalty: 5879.203613
	Iteration 87Q: 3 clusters Score -1.580136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 134409 members 
Entering Unmasked Estep 
Score: -15801350.000000 Penalty: 5879.203613
	Iteration 88Q: 3 clusters Score -1.580135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 134407 members 
Entering Unmasked Estep 
Score: -15801353.000000 Penalty: 5879.203613
	Iteration 89Q: 3 clusters Score -1.580135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 134403 members 
Entering Unmasked Estep 
Score: -15801356.000000 Penalty: 5879.203613
	Iteration 90Q: 3 clusters Score -1.580136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 134401 members 
Entering Unmasked Estep 
Score: -15801359.000000 Penalty: 5879.203613
	Iteration 91Q: 3 clusters Score -1.580136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 134398 members 
Entering Unmasked Estep 
Score: -15801364.000000 Penalty: 5879.203613
	Iteration 92Q: 3 clusters Score -1.580136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -15801361.000000 Penalty: 5879.203613
	Iteration 93Q: 3 clusters Score -1.580136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -15801361.000000 Penalty: 5879.203613
	Iteration 94F: 3 clusters Score -1.580136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -515766.125000 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -515766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -511207.468750 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -511207.5 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -512544.125000 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -512544.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -512929.718750 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -512929.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -513270.718750 Penalty: 4236.484863
	Iteration 3F: 3 clusters Score -513270.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -513578.312500 Penalty: 4236.484863
	Iteration 4F: 3 clusters Score -513578.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -513896.562500 Penalty: 4236.484863
	Iteration 5F: 3 clusters Score -513896.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -514156.781250 Penalty: 4236.484863
	Iteration 6F: 3 clusters Score -514156.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -514347.218750 Penalty: 4236.484863
	Iteration 7Q: 3 clusters Score -514347.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -514504.187500 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -514504.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -514591.343750 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -514591.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -514642.218750 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -514642.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -514691.937500 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -514691.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -514728.250000 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -514728.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -514756.593750 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -514756.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -514781.437500 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -514781.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -514798.781250 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -514798.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -514809.812500 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -514809.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -514821.562500 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -514821.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -514830.718750 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -514830.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -514835.156250 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -514835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -514837.781250 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -514837.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -514839.343750 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -514839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -514841.968750 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -514842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -514842.281250 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -514842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -514843.656250 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -514843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -514844.500000 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -514844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -514844.562500 Penalty: 4236.484863
	Iteration 26Q: 3 clusters Score -514844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -514845.687500 Penalty: 4236.484863
	Iteration 27Q: 3 clusters Score -514845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -514846.375000 Penalty: 4236.484863
	Iteration 28Q: 3 clusters Score -514846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -514847.062500 Penalty: 4236.484863
	Iteration 29Q: 3 clusters Score -514847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -514850.812500 Penalty: 4236.484863
	Iteration 30Q: 3 clusters Score -514850.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -514853.625000 Penalty: 4236.484863
	Iteration 31Q: 3 clusters Score -514853.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -514858.093750 Penalty: 4236.484863
	Iteration 32Q: 3 clusters Score -514858.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -514861.812500 Penalty: 4236.484863
	Iteration 33Q: 3 clusters Score -514861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -514863.531250 Penalty: 4236.484863
	Iteration 34Q: 3 clusters Score -514863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -514864.125000 Penalty: 4236.484863
	Iteration 35Q: 3 clusters Score -514864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -514864.750000 Penalty: 4236.484863
	Iteration 36Q: 3 clusters Score -514864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -514867.531250 Penalty: 4236.484863
	Iteration 37Q: 3 clusters Score -514867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -514871.375000 Penalty: 4236.484863
	Iteration 38Q: 3 clusters Score -514871.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -514876.343750 Penalty: 4236.484863
	Iteration 39Q: 3 clusters Score -514876.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -514886.875000 Penalty: 4236.484863
	Iteration 40F: 3 clusters Score -514886.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -514894.312500 Penalty: 4236.484863
	Iteration 41Q: 3 clusters Score -514894.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -514902.437500 Penalty: 4236.484863
	Iteration 42Q: 3 clusters Score -514902.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -514914.437500 Penalty: 4236.484863
	Iteration 43Q: 3 clusters Score -514914.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -514929.843750 Penalty: 4236.484863
	Iteration 44Q: 3 clusters Score -514929.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -514941.875000 Penalty: 4236.484863
	Iteration 45Q: 3 clusters Score -514941.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -514956.125000 Penalty: 4236.484863
	Iteration 46Q: 3 clusters Score -514956.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -514966.375000 Penalty: 4236.484863
	Iteration 47Q: 3 clusters Score -514966.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -514977.156250 Penalty: 4236.484863
	Iteration 48Q: 3 clusters Score -514977.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -514987.750000 Penalty: 4236.484863
	Iteration 49Q: 3 clusters Score -514987.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -514995.968750 Penalty: 4236.484863
	Iteration 50Q: 3 clusters Score -514996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -515003.312500 Penalty: 4236.484863
	Iteration 51Q: 3 clusters Score -515003.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -515013.781250 Penalty: 4236.484863
	Iteration 52Q: 3 clusters Score -515013.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -515027.062500 Penalty: 4236.484863
	Iteration 53Q: 3 clusters Score -515027.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -515047.031250 Penalty: 4236.484863
	Iteration 54Q: 3 clusters Score -515047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -515068.781250 Penalty: 4236.484863
	Iteration 55Q: 3 clusters Score -515068.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -515084.718750 Penalty: 4236.484863
	Iteration 56Q: 3 clusters Score -515084.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -515098.343750 Penalty: 4236.484863
	Iteration 57Q: 3 clusters Score -515098.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -515109.562500 Penalty: 4236.484863
	Iteration 58Q: 3 clusters Score -515109.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -515119.593750 Penalty: 4236.484863
	Iteration 59Q: 3 clusters Score -515119.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -515126.812500 Penalty: 4236.484863
	Iteration 60F: 3 clusters Score -515126.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -515136.156250 Penalty: 4236.484863
	Iteration 61Q: 3 clusters Score -515136.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -515147.281250 Penalty: 4236.484863
	Iteration 62Q: 3 clusters Score -515147.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -515157.312500 Penalty: 4236.484863
	Iteration 63Q: 3 clusters Score -515157.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -515163.468750 Penalty: 4236.484863
	Iteration 64Q: 3 clusters Score -515163.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -515172.437500 Penalty: 4236.484863
	Iteration 65Q: 3 clusters Score -515172.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -515180.312500 Penalty: 4236.484863
	Iteration 66Q: 3 clusters Score -515180.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -515186.937500 Penalty: 4236.484863
	Iteration 67Q: 3 clusters Score -515186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -515189.468750 Penalty: 4236.484863
	Iteration 68Q: 3 clusters Score -515189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -515193.281250 Penalty: 4236.484863
	Iteration 69Q: 3 clusters Score -515193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -515195.406250 Penalty: 4236.484863
	Iteration 70Q: 3 clusters Score -515195.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -515200.593750 Penalty: 4236.484863
	Iteration 71Q: 3 clusters Score -515200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -515205.500000 Penalty: 4236.484863
	Iteration 72Q: 3 clusters Score -515205.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -515208.187500 Penalty: 4236.484863
	Iteration 73Q: 3 clusters Score -515208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -515208.906250 Penalty: 4236.484863
	Iteration 74Q: 3 clusters Score -515208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -515211.281250 Penalty: 4236.484863
	Iteration 75Q: 3 clusters Score -515211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -515212.468750 Penalty: 4236.484863
	Iteration 76Q: 3 clusters Score -515212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -515212.718750 Penalty: 4236.484863
	Iteration 77Q: 3 clusters Score -515212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -515212.718750 Penalty: 4236.484863
	Iteration 78F: 3 clusters Score -515212.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Entering Unmasked Estep 
Score: -1783894.500000 Penalty: 2411.077393
	Iteration 0F: 2 clusters Score -1783894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1771997.750000 Penalty: 4822.154785
	Iteration 0F: 3 clusters Score -1771998 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1775866.250000 Penalty: 4822.154785
	Iteration 1F: 3 clusters Score -1775866 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1776310.750000 Penalty: 4822.154785
	Iteration 2F: 3 clusters Score -1776311 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1776688.000000 Penalty: 4822.154785
	Iteration 3F: 3 clusters Score -1776688 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1777027.250000 Penalty: 4822.154785
	Iteration 4Q: 3 clusters Score -1777027 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1777333.375000 Penalty: 4822.154785
	Iteration 5Q: 3 clusters Score -1777333 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1777653.750000 Penalty: 4822.154785
	Iteration 6Q: 3 clusters Score -1777654 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1778023.125000 Penalty: 4822.154785
	Iteration 7Q: 3 clusters Score -1778023 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1778438.000000 Penalty: 4822.154785
	Iteration 8Q: 3 clusters Score -1778438 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1778845.250000 Penalty: 4822.154785
	Iteration 9Q: 3 clusters Score -1778845 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1779261.000000 Penalty: 4822.154785
	Iteration 10Q: 3 clusters Score -1779261 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1779696.375000 Penalty: 4822.154785
	Iteration 11Q: 3 clusters Score -1779696 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1780110.000000 Penalty: 4822.154785
	Iteration 12Q: 3 clusters Score -1780110 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1780557.125000 Penalty: 4822.154785
	Iteration 13Q: 3 clusters Score -1780557 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1781030.500000 Penalty: 4822.154785
	Iteration 14Q: 3 clusters Score -1781030 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1781515.875000 Penalty: 4822.154785
	Iteration 15Q: 3 clusters Score -1781516 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1781891.500000 Penalty: 4822.154785
	Iteration 16Q: 3 clusters Score -1781892 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1782210.375000 Penalty: 4822.154785
	Iteration 17Q: 3 clusters Score -1782210 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1782460.750000 Penalty: 4822.154785
	Iteration 18Q: 3 clusters Score -1782461 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1782657.500000 Penalty: 4822.154785
	Iteration 19Q: 3 clusters Score -1782658 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1782820.250000 Penalty: 4822.154785
	Iteration 20F: 3 clusters Score -1782820 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1782961.875000 Penalty: 4822.154785
	Iteration 21Q: 3 clusters Score -1782962 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1783098.250000 Penalty: 4822.154785
	Iteration 22Q: 3 clusters Score -1783098 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1783203.250000 Penalty: 4822.154785
	Iteration 23Q: 3 clusters Score -1783203 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1783290.000000 Penalty: 4822.154785
	Iteration 24Q: 3 clusters Score -1783290 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1783359.375000 Penalty: 4822.154785
	Iteration 25Q: 3 clusters Score -1783359 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1783425.500000 Penalty: 4822.154785
	Iteration 26Q: 3 clusters Score -1783426 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1783481.875000 Penalty: 4822.154785
	Iteration 27Q: 3 clusters Score -1783482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1783526.500000 Penalty: 4822.154785
	Iteration 28Q: 3 clusters Score -1783526 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1783587.125000 Penalty: 4822.154785
	Iteration 29Q: 3 clusters Score -1783587 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1783622.375000 Penalty: 4822.154785
	Iteration 30Q: 3 clusters Score -1783622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1783659.125000 Penalty: 4822.154785
	Iteration 31Q: 3 clusters Score -1783659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1783682.000000 Penalty: 4822.154785
	Iteration 32Q: 3 clusters Score -1783682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1783704.875000 Penalty: 4822.154785
	Iteration 33Q: 3 clusters Score -1783705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1783719.375000 Penalty: 4822.154785
	Iteration 34Q: 3 clusters Score -1783719 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1783738.375000 Penalty: 4822.154785
	Iteration 35Q: 3 clusters Score -1783738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1783760.625000 Penalty: 4822.154785
	Iteration 36Q: 3 clusters Score -1783761 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1783780.250000 Penalty: 4822.154785
	Iteration 37Q: 3 clusters Score -1783780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1783810.375000 Penalty: 4822.154785
	Iteration 38Q: 3 clusters Score -1783810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1783825.250000 Penalty: 4822.154785
	Iteration 39Q: 3 clusters Score -1783825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1783853.625000 Penalty: 4822.154785
	Iteration 40F: 3 clusters Score -1783854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1783867.750000 Penalty: 4822.154785
	Iteration 41Q: 3 clusters Score -1783868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1783883.125000 Penalty: 4822.154785
	Iteration 42Q: 3 clusters Score -1783883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1783893.875000 Penalty: 4822.154785
	Iteration 43Q: 3 clusters Score -1783894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1783911.500000 Penalty: 4822.154785
	Iteration 44Q: 3 clusters Score -1783912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1783925.750000 Penalty: 4822.154785
	Iteration 45Q: 3 clusters Score -1783926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1783937.125000 Penalty: 4822.154785
	Iteration 46Q: 3 clusters Score -1783937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1783944.375000 Penalty: 4822.154785
	Iteration 47Q: 3 clusters Score -1783944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1783954.250000 Penalty: 4822.154785
	Iteration 48Q: 3 clusters Score -1783954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1783953.625000 Penalty: 4822.154785
	Iteration 49Q: 3 clusters Score -1783954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1783957.375000 Penalty: 4822.154785
	Iteration 50Q: 3 clusters Score -1783957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1783969.250000 Penalty: 4822.154785
	Iteration 51Q: 3 clusters Score -1783969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1783968.500000 Penalty: 4822.154785
	Iteration 52Q: 3 clusters Score -1783968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1783973.750000 Penalty: 4822.154785
	Iteration 53Q: 3 clusters Score -1783974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1783975.375000 Penalty: 4822.154785
	Iteration 54Q: 3 clusters Score -1783975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1783979.625000 Penalty: 4822.154785
	Iteration 55Q: 3 clusters Score -1783980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1783981.500000 Penalty: 4822.154785
	Iteration 56Q: 3 clusters Score -1783982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1783988.375000 Penalty: 4822.154785
	Iteration 57Q: 3 clusters Score -1783988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1783992.250000 Penalty: 4822.154785
	Iteration 58Q: 3 clusters Score -1783992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1783998.625000 Penalty: 4822.154785
	Iteration 59Q: 3 clusters Score -1783999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1783997.125000 Penalty: 4822.154785
	Iteration 60F: 3 clusters Score -1783997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1783995.375000 Penalty: 4822.154785
	Iteration 61Q: 3 clusters Score -1783995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1784001.750000 Penalty: 4822.154785
	Iteration 62Q: 3 clusters Score -1784002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1784003.500000 Penalty: 4822.154785
	Iteration 63Q: 3 clusters Score -1784004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1784003.000000 Penalty: 4822.154785
	Iteration 64Q: 3 clusters Score -1784003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1784006.125000 Penalty: 4822.154785
	Iteration 65Q: 3 clusters Score -1784006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1784009.500000 Penalty: 4822.154785
	Iteration 66Q: 3 clusters Score -1784010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1784009.000000 Penalty: 4822.154785
	Iteration 67Q: 3 clusters Score -1784009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1784016.125000 Penalty: 4822.154785
	Iteration 68Q: 3 clusters Score -1784016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1784017.750000 Penalty: 4822.154785
	Iteration 69Q: 3 clusters Score -1784018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1784028.875000 Penalty: 4822.154785
	Iteration 70Q: 3 clusters Score -1784029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1784031.625000 Penalty: 4822.154785
	Iteration 71Q: 3 clusters Score -1784032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1784034.750000 Penalty: 4822.154785
	Iteration 72Q: 3 clusters Score -1784035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1784040.125000 Penalty: 4822.154785
	Iteration 73Q: 3 clusters Score -1784040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1784049.375000 Penalty: 4822.154785
	Iteration 74Q: 3 clusters Score -1784049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1784050.125000 Penalty: 4822.154785
	Iteration 75Q: 3 clusters Score -1784050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1784054.500000 Penalty: 4822.154785
	Iteration 76Q: 3 clusters Score -1784054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1784059.500000 Penalty: 4822.154785
	Iteration 77Q: 3 clusters Score -1784060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1784060.500000 Penalty: 4822.154785
	Iteration 78Q: 3 clusters Score -1784060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1784065.875000 Penalty: 4822.154785
	Iteration 79Q: 3 clusters Score -1784066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1784070.125000 Penalty: 4822.154785
	Iteration 80F: 3 clusters Score -1784070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1784067.375000 Penalty: 4822.154785
	Iteration 81Q: 3 clusters Score -1784067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1784068.750000 Penalty: 4822.154785
	Iteration 82Q: 3 clusters Score -1784069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1784070.125000 Penalty: 4822.154785
	Iteration 83Q: 3 clusters Score -1784070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1784071.250000 Penalty: 4822.154785
	Iteration 84Q: 3 clusters Score -1784071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1784070.375000 Penalty: 4822.154785
	Iteration 85Q: 3 clusters Score -1784070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1784067.875000 Penalty: 4822.154785
	Iteration 86Q: 3 clusters Score -1784068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1784065.750000 Penalty: 4822.154785
	Iteration 87Q: 3 clusters Score -1784066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1784065.875000 Penalty: 4822.154785
	Iteration 88Q: 3 clusters Score -1784066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1784065.750000 Penalty: 4822.154785
	Iteration 89Q: 3 clusters Score -1784066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1784066.250000 Penalty: 4822.154785
	Iteration 90Q: 3 clusters Score -1784066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1784066.875000 Penalty: 4822.154785
	Iteration 91Q: 3 clusters Score -1784067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1784066.875000 Penalty: 4822.154785
	Iteration 92F: 3 clusters Score -1784067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27382 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 8960 members 
Mstep: Class 9 contains 108588 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211805 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39660 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52958 members 
Mstep: Class 45 contains 16618 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22636 members 
Mstep: Class 56 contains 17517 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Mstep: Class 66 contains 7722 members 
Entering Unmasked Estep 
Score: -139299600.000000 Penalty: 230321.296875
Splitting cluster 8 changes total score from -139300224.000000 to -139299600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (108588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Entering Unmasked Estep 
Score: -12221938.000000 Penalty: 2875.638428
	Iteration 0F: 2 clusters Score -1.222194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -12149323.000000 Penalty: 5751.276855
	Iteration 0F: 3 clusters Score -1.214932e+07 nChanged 51683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -12178895.000000 Penalty: 5751.276855
	Iteration 1F: 3 clusters Score -1.21789e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -12180026.000000 Penalty: 5751.276855
	Iteration 2Q: 3 clusters Score -1.218003e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -12181591.000000 Penalty: 5751.276855
	Iteration 3Q: 3 clusters Score -1.218159e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -12183562.000000 Penalty: 5751.276855
	Iteration 4Q: 3 clusters Score -1.218356e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -12186223.000000 Penalty: 5751.276855
	Iteration 5Q: 3 clusters Score -1.218622e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -12190119.000000 Penalty: 5751.276855
	Iteration 6F: 3 clusters Score -1.219012e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -12195195.000000 Penalty: 5751.276855
	Iteration 7F: 3 clusters Score -1.21952e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -12201470.000000 Penalty: 5751.276855
	Iteration 8F: 3 clusters Score -1.220147e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -12208011.000000 Penalty: 5751.276855
	Iteration 9F: 3 clusters Score -1.220801e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -12213136.000000 Penalty: 5751.276855
	Iteration 10F: 3 clusters Score -1.221314e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -12216398.000000 Penalty: 5751.276855
	Iteration 11Q: 3 clusters Score -1.22164e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106076 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12218128.000000 Penalty: 5751.276855
	Iteration 12Q: 3 clusters Score -1.221813e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -12218889.000000 Penalty: 5751.276855
	Iteration 13Q: 3 clusters Score -1.221889e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -12219284.000000 Penalty: 5751.276855
	Iteration 14Q: 3 clusters Score -1.221928e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12219498.000000 Penalty: 5751.276855
	Iteration 15Q: 3 clusters Score -1.22195e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107538 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12219622.000000 Penalty: 5751.276855
	Iteration 16Q: 3 clusters Score -1.221962e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107606 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12219732.000000 Penalty: 5751.276855
	Iteration 17Q: 3 clusters Score -1.221973e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12219850.000000 Penalty: 5751.276855
	Iteration 18Q: 3 clusters Score -1.221985e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12219971.000000 Penalty: 5751.276855
	Iteration 19Q: 3 clusters Score -1.221997e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107636 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12220026.000000 Penalty: 5751.276855
	Iteration 20F: 3 clusters Score -1.222003e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107632 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12220064.000000 Penalty: 5751.276855
	Iteration 21Q: 3 clusters Score -1.222006e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107636 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12220110.000000 Penalty: 5751.276855
	Iteration 22Q: 3 clusters Score -1.222011e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -12220146.000000 Penalty: 5751.276855
	Iteration 23Q: 3 clusters Score -1.222015e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12220169.000000 Penalty: 5751.276855
	Iteration 24Q: 3 clusters Score -1.222017e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12220201.000000 Penalty: 5751.276855
	Iteration 25Q: 3 clusters Score -1.22202e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107587 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12220224.000000 Penalty: 5751.276855
	Iteration 26Q: 3 clusters Score -1.222022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12220231.000000 Penalty: 5751.276855
	Iteration 27Q: 3 clusters Score -1.222023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12220247.000000 Penalty: 5751.276855
	Iteration 28Q: 3 clusters Score -1.222025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12220241.000000 Penalty: 5751.276855
	Iteration 29Q: 3 clusters Score -1.222024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12220255.000000 Penalty: 5751.276855
	Iteration 30Q: 3 clusters Score -1.222026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12220260.000000 Penalty: 5751.276855
	Iteration 31Q: 3 clusters Score -1.222026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12220262.000000 Penalty: 5751.276855
	Iteration 32Q: 3 clusters Score -1.222026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107557 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12220263.000000 Penalty: 5751.276855
	Iteration 33Q: 3 clusters Score -1.222026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12220281.000000 Penalty: 5751.276855
	Iteration 34Q: 3 clusters Score -1.222028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12220279.000000 Penalty: 5751.276855
	Iteration 35Q: 3 clusters Score -1.222028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12220286.000000 Penalty: 5751.276855
	Iteration 36Q: 3 clusters Score -1.222029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107542 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12220273.000000 Penalty: 5751.276855
	Iteration 37Q: 3 clusters Score -1.222027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12220276.000000 Penalty: 5751.276855
	Iteration 38Q: 3 clusters Score -1.222028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107538 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12220263.000000 Penalty: 5751.276855
	Iteration 39Q: 3 clusters Score -1.222026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12220268.000000 Penalty: 5751.276855
	Iteration 40F: 3 clusters Score -1.222027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -48012.742188 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -48012.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46555.175781 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46555.18 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46701.937500 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46701.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46740.878906 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46740.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46759.265625 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46759.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46778.066406 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46778.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46798.906250 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46798.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46811.847656 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -46811.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46816.917969 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -46816.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46822.789062 Penalty: 3037.843018
	Iteration 8Q: 3 clusters Score -46822.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46830.386719 Penalty: 3037.843018
	Iteration 9Q: 3 clusters Score -46830.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46837.921875 Penalty: 3037.843018
	Iteration 10Q: 3 clusters Score -46837.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46843.992188 Penalty: 3037.843018
	Iteration 11Q: 3 clusters Score -46843.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46846.156250 Penalty: 3037.843018
	Iteration 12Q: 3 clusters Score -46846.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46850.882812 Penalty: 3037.843018
	Iteration 13Q: 3 clusters Score -46850.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46856.339844 Penalty: 3037.843018
	Iteration 14Q: 3 clusters Score -46856.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46856.339844 Penalty: 3037.843018
	Iteration 15F: 3 clusters Score -46856.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Entering Unmasked Estep 
Score: -1059565.125000 Penalty: 2306.784668
	Iteration 0F: 2 clusters Score -1059565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1051322.000000 Penalty: 4613.569336
	Iteration 0F: 3 clusters Score -1051322 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1053883.125000 Penalty: 4613.569336
	Iteration 1F: 3 clusters Score -1053883 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1054236.875000 Penalty: 4613.569336
	Iteration 2F: 3 clusters Score -1054237 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1054487.625000 Penalty: 4613.569336
	Iteration 3F: 3 clusters Score -1054488 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1054687.000000 Penalty: 4613.569336
	Iteration 4Q: 3 clusters Score -1054687 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1054863.125000 Penalty: 4613.569336
	Iteration 5Q: 3 clusters Score -1054863 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1055067.375000 Penalty: 4613.569336
	Iteration 6Q: 3 clusters Score -1055067 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1055279.875000 Penalty: 4613.569336
	Iteration 7Q: 3 clusters Score -1055280 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1055518.875000 Penalty: 4613.569336
	Iteration 8Q: 3 clusters Score -1055519 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1055780.000000 Penalty: 4613.569336
	Iteration 9Q: 3 clusters Score -1055780 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1056071.750000 Penalty: 4613.569336
	Iteration 10Q: 3 clusters Score -1056072 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1056325.000000 Penalty: 4613.569336
	Iteration 11Q: 3 clusters Score -1056325 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1056536.625000 Penalty: 4613.569336
	Iteration 12Q: 3 clusters Score -1056537 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1056725.750000 Penalty: 4613.569336
	Iteration 13Q: 3 clusters Score -1056726 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1056882.750000 Penalty: 4613.569336
	Iteration 14Q: 3 clusters Score -1056883 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1057026.000000 Penalty: 4613.569336
	Iteration 15Q: 3 clusters Score -1057026 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1057158.250000 Penalty: 4613.569336
	Iteration 16Q: 3 clusters Score -1057158 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1057285.750000 Penalty: 4613.569336
	Iteration 17Q: 3 clusters Score -1057286 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1057402.875000 Penalty: 4613.569336
	Iteration 18Q: 3 clusters Score -1057403 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1057523.750000 Penalty: 4613.569336
	Iteration 19Q: 3 clusters Score -1057524 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1057619.750000 Penalty: 4613.569336
	Iteration 20F: 3 clusters Score -1057620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1057702.625000 Penalty: 4613.569336
	Iteration 21Q: 3 clusters Score -1057703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1057773.000000 Penalty: 4613.569336
	Iteration 22Q: 3 clusters Score -1057773 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1057822.250000 Penalty: 4613.569336
	Iteration 23Q: 3 clusters Score -1057822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1057866.125000 Penalty: 4613.569336
	Iteration 24Q: 3 clusters Score -1057866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1057914.000000 Penalty: 4613.569336
	Iteration 25Q: 3 clusters Score -1057914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1057946.000000 Penalty: 4613.569336
	Iteration 26Q: 3 clusters Score -1057946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1057969.750000 Penalty: 4613.569336
	Iteration 27Q: 3 clusters Score -1057970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1057990.500000 Penalty: 4613.569336
	Iteration 28Q: 3 clusters Score -1057990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1058003.500000 Penalty: 4613.569336
	Iteration 29Q: 3 clusters Score -1058004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1058013.875000 Penalty: 4613.569336
	Iteration 30Q: 3 clusters Score -1058014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1058028.500000 Penalty: 4613.569336
	Iteration 31Q: 3 clusters Score -1058028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1058042.125000 Penalty: 4613.569336
	Iteration 32Q: 3 clusters Score -1058042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1058052.000000 Penalty: 4613.569336
	Iteration 33Q: 3 clusters Score -1058052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1058060.375000 Penalty: 4613.569336
	Iteration 34Q: 3 clusters Score -1058060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1058068.125000 Penalty: 4613.569336
	Iteration 35Q: 3 clusters Score -1058068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1058074.375000 Penalty: 4613.569336
	Iteration 36Q: 3 clusters Score -1058074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1058079.625000 Penalty: 4613.569336
	Iteration 37Q: 3 clusters Score -1058080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1058084.750000 Penalty: 4613.569336
	Iteration 38Q: 3 clusters Score -1058085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1058094.000000 Penalty: 4613.569336
	Iteration 39Q: 3 clusters Score -1058094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1058099.625000 Penalty: 4613.569336
	Iteration 40F: 3 clusters Score -1058100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1058107.250000 Penalty: 4613.569336
	Iteration 41Q: 3 clusters Score -1058107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1058114.875000 Penalty: 4613.569336
	Iteration 42Q: 3 clusters Score -1058115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1058117.875000 Penalty: 4613.569336
	Iteration 43Q: 3 clusters Score -1058118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1058119.875000 Penalty: 4613.569336
	Iteration 44Q: 3 clusters Score -1058120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1058125.375000 Penalty: 4613.569336
	Iteration 45Q: 3 clusters Score -1058125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1058130.625000 Penalty: 4613.569336
	Iteration 46Q: 3 clusters Score -1058131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1058140.625000 Penalty: 4613.569336
	Iteration 47Q: 3 clusters Score -1058141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1058148.625000 Penalty: 4613.569336
	Iteration 48Q: 3 clusters Score -1058149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1058158.375000 Penalty: 4613.569336
	Iteration 49Q: 3 clusters Score -1058158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1058168.250000 Penalty: 4613.569336
	Iteration 50Q: 3 clusters Score -1058168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1058173.750000 Penalty: 4613.569336
	Iteration 51Q: 3 clusters Score -1058174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1058183.625000 Penalty: 4613.569336
	Iteration 52Q: 3 clusters Score -1058184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1058199.625000 Penalty: 4613.569336
	Iteration 53Q: 3 clusters Score -1058200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1058211.250000 Penalty: 4613.569336
	Iteration 54Q: 3 clusters Score -1058211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1058221.625000 Penalty: 4613.569336
	Iteration 55Q: 3 clusters Score -1058222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1058224.250000 Penalty: 4613.569336
	Iteration 56Q: 3 clusters Score -1058224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1058227.875000 Penalty: 4613.569336
	Iteration 57Q: 3 clusters Score -1058228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1058231.875000 Penalty: 4613.569336
	Iteration 58Q: 3 clusters Score -1058232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1058231.375000 Penalty: 4613.569336
	Iteration 59Q: 3 clusters Score -1058231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1058232.250000 Penalty: 4613.569336
	Iteration 60F: 3 clusters Score -1058232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1058233.750000 Penalty: 4613.569336
	Iteration 61Q: 3 clusters Score -1058234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1058234.250000 Penalty: 4613.569336
	Iteration 62Q: 3 clusters Score -1058234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1058236.125000 Penalty: 4613.569336
	Iteration 63Q: 3 clusters Score -1058236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1058238.500000 Penalty: 4613.569336
	Iteration 64Q: 3 clusters Score -1058238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1058240.750000 Penalty: 4613.569336
	Iteration 65Q: 3 clusters Score -1058241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1058241.375000 Penalty: 4613.569336
	Iteration 66Q: 3 clusters Score -1058241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1058242.125000 Penalty: 4613.569336
	Iteration 67Q: 3 clusters Score -1058242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1058242.875000 Penalty: 4613.569336
	Iteration 68Q: 3 clusters Score -1058243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1058243.750000 Penalty: 4613.569336
	Iteration 69Q: 3 clusters Score -1058244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1058243.750000 Penalty: 4613.569336
	Iteration 70F: 3 clusters Score -1058244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -727214.937500 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -727214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -721602.375000 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -721602.4 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -723042.437500 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -723042.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -723321.437500 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -723321.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -723534.625000 Penalty: 4369.840332
	Iteration 3F: 3 clusters Score -723534.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -723745.562500 Penalty: 4369.840332
	Iteration 4Q: 3 clusters Score -723745.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -724013.937500 Penalty: 4369.840332
	Iteration 5Q: 3 clusters Score -724013.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -724406.500000 Penalty: 4369.840332
	Iteration 6F: 3 clusters Score -724406.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -724777.937500 Penalty: 4369.840332
	Iteration 7F: 3 clusters Score -724777.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -725079.625000 Penalty: 4369.840332
	Iteration 8F: 3 clusters Score -725079.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -725298.312500 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -725298.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -725486.687500 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -725486.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -725627.937500 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -725627.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -725736.125000 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -725736.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -725824.687500 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -725824.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -725914.625000 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -725914.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -725990.375000 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -725990.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -726076.187500 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -726076.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -726154.187500 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -726154.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -726251.687500 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -726251.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -726343.500000 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -726343.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -726412.500000 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -726412.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -726503.750000 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -726503.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -726600.375000 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -726600.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -726676.375000 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -726676.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -726729.937500 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -726729.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -726765.625000 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -726765.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -726793.437500 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -726793.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -726818.250000 Penalty: 4369.840332
	Iteration 27Q: 3 clusters Score -726818.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -726834.687500 Penalty: 4369.840332
	Iteration 28Q: 3 clusters Score -726834.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -726842.125000 Penalty: 4369.840332
	Iteration 29Q: 3 clusters Score -726842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -726849.625000 Penalty: 4369.840332
	Iteration 30Q: 3 clusters Score -726849.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -726855.750000 Penalty: 4369.840332
	Iteration 31Q: 3 clusters Score -726855.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -726859.250000 Penalty: 4369.840332
	Iteration 32Q: 3 clusters Score -726859.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -726863.187500 Penalty: 4369.840332
	Iteration 33Q: 3 clusters Score -726863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -726865.312500 Penalty: 4369.840332
	Iteration 34Q: 3 clusters Score -726865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -726866.125000 Penalty: 4369.840332
	Iteration 35Q: 3 clusters Score -726866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -726868.062500 Penalty: 4369.840332
	Iteration 36Q: 3 clusters Score -726868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -726866.687500 Penalty: 4369.840332
	Iteration 37Q: 3 clusters Score -726866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -726867.250000 Penalty: 4369.840332
	Iteration 38Q: 3 clusters Score -726867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -726868.812500 Penalty: 4369.840332
	Iteration 39Q: 3 clusters Score -726868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -726871.937500 Penalty: 4369.840332
	Iteration 40F: 3 clusters Score -726871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -726876.187500 Penalty: 4369.840332
	Iteration 41Q: 3 clusters Score -726876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -726875.812500 Penalty: 4369.840332
	Iteration 42Q: 3 clusters Score -726875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -726875.750000 Penalty: 4369.840332
	Iteration 43Q: 3 clusters Score -726875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -726877.062500 Penalty: 4369.840332
	Iteration 44Q: 3 clusters Score -726877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -726878.625000 Penalty: 4369.840332
	Iteration 45Q: 3 clusters Score -726878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -726879.875000 Penalty: 4369.840332
	Iteration 46Q: 3 clusters Score -726879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -726879.875000 Penalty: 4369.840332
	Iteration 47F: 3 clusters Score -726879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Entering Unmasked Estep 
Score: -1780468.375000 Penalty: 2396.362793
	Iteration 0F: 2 clusters Score -1780468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1769206.375000 Penalty: 4792.725586
	Iteration 0F: 3 clusters Score -1769206 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1773073.875000 Penalty: 4792.725586
	Iteration 1F: 3 clusters Score -1773074 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1773594.875000 Penalty: 4792.725586
	Iteration 2F: 3 clusters Score -1773595 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1774175.500000 Penalty: 4792.725586
	Iteration 3F: 3 clusters Score -1774176 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1774878.375000 Penalty: 4792.725586
	Iteration 4F: 3 clusters Score -1774878 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1775792.500000 Penalty: 4792.725586
	Iteration 5F: 3 clusters Score -1775792 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1776796.250000 Penalty: 4792.725586
	Iteration 6F: 3 clusters Score -1776796 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1777667.500000 Penalty: 4792.725586
	Iteration 7F: 3 clusters Score -1777668 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1778350.375000 Penalty: 4792.725586
	Iteration 8Q: 3 clusters Score -1778350 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1778805.500000 Penalty: 4792.725586
	Iteration 9Q: 3 clusters Score -1778806 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1779142.375000 Penalty: 4792.725586
	Iteration 10Q: 3 clusters Score -1779142 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1779346.375000 Penalty: 4792.725586
	Iteration 11Q: 3 clusters Score -1779346 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1779489.875000 Penalty: 4792.725586
	Iteration 12Q: 3 clusters Score -1779490 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1779639.375000 Penalty: 4792.725586
	Iteration 13Q: 3 clusters Score -1779639 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1779866.875000 Penalty: 4792.725586
	Iteration 14Q: 3 clusters Score -1779867 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1780113.750000 Penalty: 4792.725586
	Iteration 15Q: 3 clusters Score -1780114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1780255.125000 Penalty: 4792.725586
	Iteration 16Q: 3 clusters Score -1780255 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1780301.375000 Penalty: 4792.725586
	Iteration 17Q: 3 clusters Score -1780301 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1780321.875000 Penalty: 4792.725586
	Iteration 18Q: 3 clusters Score -1780322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1780335.250000 Penalty: 4792.725586
	Iteration 19Q: 3 clusters Score -1780335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1780343.625000 Penalty: 4792.725586
	Iteration 20F: 3 clusters Score -1780344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1780348.125000 Penalty: 4792.725586
	Iteration 21Q: 3 clusters Score -1780348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1780355.000000 Penalty: 4792.725586
	Iteration 22Q: 3 clusters Score -1780355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1780355.500000 Penalty: 4792.725586
	Iteration 23Q: 3 clusters Score -1780356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1780358.625000 Penalty: 4792.725586
	Iteration 24Q: 3 clusters Score -1780359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1780362.875000 Penalty: 4792.725586
	Iteration 25Q: 3 clusters Score -1780363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1780369.500000 Penalty: 4792.725586
	Iteration 26Q: 3 clusters Score -1780370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1780371.500000 Penalty: 4792.725586
	Iteration 27Q: 3 clusters Score -1780372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1780369.250000 Penalty: 4792.725586
	Iteration 28Q: 3 clusters Score -1780369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1780371.500000 Penalty: 4792.725586
	Iteration 29Q: 3 clusters Score -1780372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1780375.750000 Penalty: 4792.725586
	Iteration 30Q: 3 clusters Score -1780376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1780372.750000 Penalty: 4792.725586
	Iteration 31Q: 3 clusters Score -1780373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1780373.750000 Penalty: 4792.725586
	Iteration 32Q: 3 clusters Score -1780374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1780374.250000 Penalty: 4792.725586
	Iteration 33Q: 3 clusters Score -1780374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1780374.500000 Penalty: 4792.725586
	Iteration 34Q: 3 clusters Score -1780374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1780374.750000 Penalty: 4792.725586
	Iteration 35Q: 3 clusters Score -1780375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1780376.500000 Penalty: 4792.725586
	Iteration 36Q: 3 clusters Score -1780376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1780373.000000 Penalty: 4792.725586
	Iteration 37Q: 3 clusters Score -1780373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1780372.625000 Penalty: 4792.725586
	Iteration 38Q: 3 clusters Score -1780373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1780374.250000 Penalty: 4792.725586
	Iteration 39Q: 3 clusters Score -1780374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1780375.375000 Penalty: 4792.725586
	Iteration 40F: 3 clusters Score -1780375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1780377.125000 Penalty: 4792.725586
	Iteration 41Q: 3 clusters Score -1780377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1780377.125000 Penalty: 4792.725586
	Iteration 42F: 3 clusters Score -1780377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -1057368.375000 Penalty: 2268.766602
	Iteration 0F: 2 clusters Score -1057368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1050036.625000 Penalty: 4537.533203
	Iteration 0F: 3 clusters Score -1050037 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1052211.500000 Penalty: 4537.533203
	Iteration 1F: 3 clusters Score -1052212 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1052509.875000 Penalty: 4537.533203
	Iteration 2F: 3 clusters Score -1052510 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1052746.250000 Penalty: 4537.533203
	Iteration 3F: 3 clusters Score -1052746 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1052954.250000 Penalty: 4537.533203
	Iteration 4Q: 3 clusters Score -1052954 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1053135.750000 Penalty: 4537.533203
	Iteration 5Q: 3 clusters Score -1053136 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1053281.375000 Penalty: 4537.533203
	Iteration 6Q: 3 clusters Score -1053281 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1053393.000000 Penalty: 4537.533203
	Iteration 7Q: 3 clusters Score -1053393 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1053486.375000 Penalty: 4537.533203
	Iteration 8Q: 3 clusters Score -1053486 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1053579.875000 Penalty: 4537.533203
	Iteration 9Q: 3 clusters Score -1053580 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1053682.125000 Penalty: 4537.533203
	Iteration 10Q: 3 clusters Score -1053682 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1053786.125000 Penalty: 4537.533203
	Iteration 11Q: 3 clusters Score -1053786 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1053898.000000 Penalty: 4537.533203
	Iteration 12Q: 3 clusters Score -1053898 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1054033.750000 Penalty: 4537.533203
	Iteration 13Q: 3 clusters Score -1054034 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1054180.250000 Penalty: 4537.533203
	Iteration 14Q: 3 clusters Score -1054180 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1054306.875000 Penalty: 4537.533203
	Iteration 15Q: 3 clusters Score -1054307 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1054437.250000 Penalty: 4537.533203
	Iteration 16Q: 3 clusters Score -1054437 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1054538.750000 Penalty: 4537.533203
	Iteration 17Q: 3 clusters Score -1054539 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1054619.625000 Penalty: 4537.533203
	Iteration 18Q: 3 clusters Score -1054620 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1054683.000000 Penalty: 4537.533203
	Iteration 19Q: 3 clusters Score -1054683 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1054740.125000 Penalty: 4537.533203
	Iteration 20F: 3 clusters Score -1054740 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1054783.375000 Penalty: 4537.533203
	Iteration 21Q: 3 clusters Score -1054783 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1054823.500000 Penalty: 4537.533203
	Iteration 22Q: 3 clusters Score -1054824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1054857.250000 Penalty: 4537.533203
	Iteration 23Q: 3 clusters Score -1054857 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1054876.375000 Penalty: 4537.533203
	Iteration 24Q: 3 clusters Score -1054876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1054895.000000 Penalty: 4537.533203
	Iteration 25Q: 3 clusters Score -1054895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1054916.125000 Penalty: 4537.533203
	Iteration 26Q: 3 clusters Score -1054916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1054941.750000 Penalty: 4537.533203
	Iteration 27Q: 3 clusters Score -1054942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1054969.375000 Penalty: 4537.533203
	Iteration 28Q: 3 clusters Score -1054969 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1054998.125000 Penalty: 4537.533203
	Iteration 29Q: 3 clusters Score -1054998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1055023.125000 Penalty: 4537.533203
	Iteration 30Q: 3 clusters Score -1055023 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1055052.875000 Penalty: 4537.533203
	Iteration 31Q: 3 clusters Score -1055053 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1055083.750000 Penalty: 4537.533203
	Iteration 32Q: 3 clusters Score -1055084 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1055113.250000 Penalty: 4537.533203
	Iteration 33Q: 3 clusters Score -1055113 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1055141.875000 Penalty: 4537.533203
	Iteration 34Q: 3 clusters Score -1055142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1055168.125000 Penalty: 4537.533203
	Iteration 35Q: 3 clusters Score -1055168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1055196.125000 Penalty: 4537.533203
	Iteration 36Q: 3 clusters Score -1055196 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1055226.500000 Penalty: 4537.533203
	Iteration 37Q: 3 clusters Score -1055226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1055256.375000 Penalty: 4537.533203
	Iteration 38Q: 3 clusters Score -1055256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1055291.875000 Penalty: 4537.533203
	Iteration 39Q: 3 clusters Score -1055292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1055337.000000 Penalty: 4537.533203
	Iteration 40F: 3 clusters Score -1055337 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1055398.000000 Penalty: 4537.533203
	Iteration 41Q: 3 clusters Score -1055398 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1055456.250000 Penalty: 4537.533203
	Iteration 42Q: 3 clusters Score -1055456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1055536.000000 Penalty: 4537.533203
	Iteration 43Q: 3 clusters Score -1055536 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1055663.125000 Penalty: 4537.533203
	Iteration 44Q: 3 clusters Score -1055663 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1055817.625000 Penalty: 4537.533203
	Iteration 45Q: 3 clusters Score -1055818 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1055957.500000 Penalty: 4537.533203
	Iteration 46Q: 3 clusters Score -1055958 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1056058.875000 Penalty: 4537.533203
	Iteration 47Q: 3 clusters Score -1056059 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1056130.625000 Penalty: 4537.533203
	Iteration 48Q: 3 clusters Score -1056131 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1056197.000000 Penalty: 4537.533203
	Iteration 49Q: 3 clusters Score -1056197 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1056267.750000 Penalty: 4537.533203
	Iteration 50Q: 3 clusters Score -1056268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1056340.875000 Penalty: 4537.533203
	Iteration 51Q: 3 clusters Score -1056341 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1056400.625000 Penalty: 4537.533203
	Iteration 52Q: 3 clusters Score -1056401 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1056452.375000 Penalty: 4537.533203
	Iteration 53Q: 3 clusters Score -1056452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1056504.000000 Penalty: 4537.533203
	Iteration 54Q: 3 clusters Score -1056504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1056545.250000 Penalty: 4537.533203
	Iteration 55Q: 3 clusters Score -1056545 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1056598.625000 Penalty: 4537.533203
	Iteration 56Q: 3 clusters Score -1056599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1056646.500000 Penalty: 4537.533203
	Iteration 57Q: 3 clusters Score -1056646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1056688.000000 Penalty: 4537.533203
	Iteration 58Q: 3 clusters Score -1056688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1056732.500000 Penalty: 4537.533203
	Iteration 59Q: 3 clusters Score -1056732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1056783.625000 Penalty: 4537.533203
	Iteration 60F: 3 clusters Score -1056784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1056829.250000 Penalty: 4537.533203
	Iteration 61Q: 3 clusters Score -1056829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1056877.500000 Penalty: 4537.533203
	Iteration 62Q: 3 clusters Score -1056878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1056912.625000 Penalty: 4537.533203
	Iteration 63Q: 3 clusters Score -1056913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1056936.250000 Penalty: 4537.533203
	Iteration 64Q: 3 clusters Score -1056936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1056947.375000 Penalty: 4537.533203
	Iteration 65Q: 3 clusters Score -1056947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1056961.000000 Penalty: 4537.533203
	Iteration 66Q: 3 clusters Score -1056961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1056969.125000 Penalty: 4537.533203
	Iteration 67Q: 3 clusters Score -1056969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1056978.250000 Penalty: 4537.533203
	Iteration 68Q: 3 clusters Score -1056978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1056988.125000 Penalty: 4537.533203
	Iteration 69Q: 3 clusters Score -1056988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1056993.500000 Penalty: 4537.533203
	Iteration 70Q: 3 clusters Score -1056994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1056998.000000 Penalty: 4537.533203
	Iteration 71Q: 3 clusters Score -1056998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1057004.125000 Penalty: 4537.533203
	Iteration 72Q: 3 clusters Score -1057004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1057010.375000 Penalty: 4537.533203
	Iteration 73Q: 3 clusters Score -1057010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1057009.375000 Penalty: 4537.533203
	Iteration 74Q: 3 clusters Score -1057009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1057010.750000 Penalty: 4537.533203
	Iteration 75Q: 3 clusters Score -1057011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1057015.250000 Penalty: 4537.533203
	Iteration 76Q: 3 clusters Score -1057015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1057016.250000 Penalty: 4537.533203
	Iteration 77Q: 3 clusters Score -1057016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1057020.000000 Penalty: 4537.533203
	Iteration 78Q: 3 clusters Score -1057020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1057019.875000 Penalty: 4537.533203
	Iteration 79Q: 3 clusters Score -1057020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1057021.750000 Penalty: 4537.533203
	Iteration 80F: 3 clusters Score -1057022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1057024.125000 Penalty: 4537.533203
	Iteration 81Q: 3 clusters Score -1057024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1057026.875000 Penalty: 4537.533203
	Iteration 82Q: 3 clusters Score -1057027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1057030.250000 Penalty: 4537.533203
	Iteration 83Q: 3 clusters Score -1057030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1057029.750000 Penalty: 4537.533203
	Iteration 84Q: 3 clusters Score -1057030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1057034.625000 Penalty: 4537.533203
	Iteration 85Q: 3 clusters Score -1057035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1057035.500000 Penalty: 4537.533203
	Iteration 86Q: 3 clusters Score -1057036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1057036.000000 Penalty: 4537.533203
	Iteration 87Q: 3 clusters Score -1057036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1057038.750000 Penalty: 4537.533203
	Iteration 88Q: 3 clusters Score -1057039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1057038.500000 Penalty: 4537.533203
	Iteration 89Q: 3 clusters Score -1057038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1057038.500000 Penalty: 4537.533203
	Iteration 90F: 3 clusters Score -1057038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (211805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211805 members 
Entering Unmasked Estep 
Score: -24336114.000000 Penalty: 3041.328369
	Iteration 0F: 2 clusters Score -2.433611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106226 members 
Mstep: Class 2 contains 105579 members 
Entering Unmasked Estep 
Score: -24213384.000000 Penalty: 6082.656738
	Iteration 0F: 3 clusters Score -2.421338e+07 nChanged 102252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110956 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -24273852.000000 Penalty: 6082.656738
	Iteration 1F: 3 clusters Score -2.427385e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114407 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -24275216.000000 Penalty: 6082.656738
	Iteration 2Q: 3 clusters Score -2.427522e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -24277312.000000 Penalty: 6082.656738
	Iteration 3Q: 3 clusters Score -2.427731e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -24280908.000000 Penalty: 6082.656738
	Iteration 4Q: 3 clusters Score -2.428091e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139141 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -24287674.000000 Penalty: 6082.656738
	Iteration 5F: 3 clusters Score -2.428767e+07 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154970 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -24298812.000000 Penalty: 6082.656738
	Iteration 6F: 3 clusters Score -2.429881e+07 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173714 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -24310294.000000 Penalty: 6082.656738
	Iteration 7F: 3 clusters Score -2.431029e+07 nChanged 16483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190175 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -24319338.000000 Penalty: 6082.656738
	Iteration 8F: 3 clusters Score -2.431934e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200549 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -24325162.000000 Penalty: 6082.656738
	Iteration 9Q: 3 clusters Score -2.432516e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205996 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -24328700.000000 Penalty: 6082.656738
	Iteration 10Q: 3 clusters Score -2.43287e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208738 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -24330796.000000 Penalty: 6082.656738
	Iteration 11Q: 3 clusters Score -2.43308e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210006 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -24332112.000000 Penalty: 6082.656738
	Iteration 12Q: 3 clusters Score -2.433211e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210620 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -24332550.000000 Penalty: 6082.656738
	Iteration 13Q: 3 clusters Score -2.433255e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210912 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -24332786.000000 Penalty: 6082.656738
	Iteration 14Q: 3 clusters Score -2.433279e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211077 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -24333000.000000 Penalty: 6082.656738
	Iteration 15Q: 3 clusters Score -2.4333e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211164 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -24333134.000000 Penalty: 6082.656738
	Iteration 16Q: 3 clusters Score -2.433313e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211215 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -24333250.000000 Penalty: 6082.656738
	Iteration 17Q: 3 clusters Score -2.433325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211244 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -24333258.000000 Penalty: 6082.656738
	Iteration 18Q: 3 clusters Score -2.433326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211263 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -24333282.000000 Penalty: 6082.656738
	Iteration 19Q: 3 clusters Score -2.433328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211278 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -24333286.000000 Penalty: 6082.656738
	Iteration 20F: 3 clusters Score -2.433329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211285 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24333312.000000 Penalty: 6082.656738
	Iteration 21Q: 3 clusters Score -2.433331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211293 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -24333320.000000 Penalty: 6082.656738
	Iteration 22Q: 3 clusters Score -2.433332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211298 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -24333324.000000 Penalty: 6082.656738
	Iteration 23Q: 3 clusters Score -2.433332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211302 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -24333340.000000 Penalty: 6082.656738
	Iteration 24Q: 3 clusters Score -2.433334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211305 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -24333354.000000 Penalty: 6082.656738
	Iteration 25Q: 3 clusters Score -2.433335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211308 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -24333362.000000 Penalty: 6082.656738
	Iteration 26Q: 3 clusters Score -2.433336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211308 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -24333362.000000 Penalty: 6082.656738
	Iteration 27F: 3 clusters Score -2.433336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Entering Unmasked Estep 
Score: -2725724.750000 Penalty: 2499.403076
	Iteration 0F: 2 clusters Score -2725725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2709294.750000 Penalty: 4998.806152
	Iteration 0F: 3 clusters Score -2709295 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2715093.750000 Penalty: 4998.806152
	Iteration 1F: 3 clusters Score -2715094 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2715963.750000 Penalty: 4998.806152
	Iteration 2F: 3 clusters Score -2715964 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2717081.500000 Penalty: 4998.806152
	Iteration 3F: 3 clusters Score -2717082 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2718354.000000 Penalty: 4998.806152
	Iteration 4F: 3 clusters Score -2718354 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2719787.250000 Penalty: 4998.806152
	Iteration 5F: 3 clusters Score -2719787 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2721278.500000 Penalty: 4998.806152
	Iteration 6F: 3 clusters Score -2721278 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2722457.000000 Penalty: 4998.806152
	Iteration 7F: 3 clusters Score -2722457 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2723295.750000 Penalty: 4998.806152
	Iteration 8Q: 3 clusters Score -2723296 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2723972.750000 Penalty: 4998.806152
	Iteration 9Q: 3 clusters Score -2723973 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2724482.750000 Penalty: 4998.806152
	Iteration 10Q: 3 clusters Score -2724483 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2724878.500000 Penalty: 4998.806152
	Iteration 11Q: 3 clusters Score -2724878 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2725120.750000 Penalty: 4998.806152
	Iteration 12Q: 3 clusters Score -2725121 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2725240.750000 Penalty: 4998.806152
	Iteration 13Q: 3 clusters Score -2725241 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2725295.500000 Penalty: 4998.806152
	Iteration 14Q: 3 clusters Score -2725296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2725334.750000 Penalty: 4998.806152
	Iteration 15Q: 3 clusters Score -2725335 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2725364.250000 Penalty: 4998.806152
	Iteration 16Q: 3 clusters Score -2725364 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2725380.500000 Penalty: 4998.806152
	Iteration 17Q: 3 clusters Score -2725380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2725388.500000 Penalty: 4998.806152
	Iteration 18Q: 3 clusters Score -2725388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2725395.500000 Penalty: 4998.806152
	Iteration 19Q: 3 clusters Score -2725396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2725400.000000 Penalty: 4998.806152
	Iteration 20F: 3 clusters Score -2725400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2725394.500000 Penalty: 4998.806152
	Iteration 21Q: 3 clusters Score -2725394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2725404.750000 Penalty: 4998.806152
	Iteration 22Q: 3 clusters Score -2725405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2725410.250000 Penalty: 4998.806152
	Iteration 23Q: 3 clusters Score -2725410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2725409.250000 Penalty: 4998.806152
	Iteration 24Q: 3 clusters Score -2725409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2725412.000000 Penalty: 4998.806152
	Iteration 25Q: 3 clusters Score -2725412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2725412.250000 Penalty: 4998.806152
	Iteration 26Q: 3 clusters Score -2725412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2725416.250000 Penalty: 4998.806152
	Iteration 27Q: 3 clusters Score -2725416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2725418.250000 Penalty: 4998.806152
	Iteration 28Q: 3 clusters Score -2725418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2725417.750000 Penalty: 4998.806152
	Iteration 29Q: 3 clusters Score -2725418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2725411.000000 Penalty: 4998.806152
	Iteration 30Q: 3 clusters Score -2725411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2725411.250000 Penalty: 4998.806152
	Iteration 31Q: 3 clusters Score -2725411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2725409.000000 Penalty: 4998.806152
	Iteration 32Q: 3 clusters Score -2725409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2725405.000000 Penalty: 4998.806152
	Iteration 33Q: 3 clusters Score -2725405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2725402.000000 Penalty: 4998.806152
	Iteration 34Q: 3 clusters Score -2725402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2725402.750000 Penalty: 4998.806152
	Iteration 35Q: 3 clusters Score -2725403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2725403.000000 Penalty: 4998.806152
	Iteration 36Q: 3 clusters Score -2725403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2725403.000000 Penalty: 4998.806152
	Iteration 37F: 3 clusters Score -2725403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Entering Unmasked Estep 
Score: -4188299.250000 Penalty: 2625.848389
	Iteration 0F: 2 clusters Score -4188299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4161463.250000 Penalty: 5251.696777
	Iteration 0F: 3 clusters Score -4161463 nChanged 18134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -4172333.000000 Penalty: 5251.696777
	Iteration 1F: 3 clusters Score -4172333 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4173891.500000 Penalty: 5251.696777
	Iteration 2F: 3 clusters Score -4173892 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4175946.250000 Penalty: 5251.696777
	Iteration 3F: 3 clusters Score -4175946 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4178448.250000 Penalty: 5251.696777
	Iteration 4F: 3 clusters Score -4178448 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -4180868.000000 Penalty: 5251.696777
	Iteration 5F: 3 clusters Score -4180868 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4182777.750000 Penalty: 5251.696777
	Iteration 6F: 3 clusters Score -4182778 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -4184079.500000 Penalty: 5251.696777
	Iteration 7Q: 3 clusters Score -4184080 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4184906.750000 Penalty: 5251.696777
	Iteration 8Q: 3 clusters Score -4184907 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -4185487.750000 Penalty: 5251.696777
	Iteration 9Q: 3 clusters Score -4185488 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4185877.750000 Penalty: 5251.696777
	Iteration 10Q: 3 clusters Score -4185878 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4186135.000000 Penalty: 5251.696777
	Iteration 11Q: 3 clusters Score -4186135 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4186363.500000 Penalty: 5251.696777
	Iteration 12Q: 3 clusters Score -4186364 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4186493.000000 Penalty: 5251.696777
	Iteration 13Q: 3 clusters Score -4186493 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4186603.000000 Penalty: 5251.696777
	Iteration 14Q: 3 clusters Score -4186603 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -4186675.000000 Penalty: 5251.696777
	Iteration 15Q: 3 clusters Score -4186675 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4186748.750000 Penalty: 5251.696777
	Iteration 16Q: 3 clusters Score -4186749 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -4186810.250000 Penalty: 5251.696777
	Iteration 17Q: 3 clusters Score -4186810 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -4186902.000000 Penalty: 5251.696777
	Iteration 18Q: 3 clusters Score -4186902 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -4186973.500000 Penalty: 5251.696777
	Iteration 19Q: 3 clusters Score -4186974 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4187047.750000 Penalty: 5251.696777
	Iteration 20F: 3 clusters Score -4187048 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4187131.250000 Penalty: 5251.696777
	Iteration 21Q: 3 clusters Score -4187131 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -4187194.500000 Penalty: 5251.696777
	Iteration 22Q: 3 clusters Score -4187194 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -4187261.000000 Penalty: 5251.696777
	Iteration 23Q: 3 clusters Score -4187261 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4187350.250000 Penalty: 5251.696777
	Iteration 24Q: 3 clusters Score -4187350 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4187420.000000 Penalty: 5251.696777
	Iteration 25Q: 3 clusters Score -4187420 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4187507.000000 Penalty: 5251.696777
	Iteration 26Q: 3 clusters Score -4187507 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -4187561.000000 Penalty: 5251.696777
	Iteration 27Q: 3 clusters Score -4187561 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -4187592.000000 Penalty: 5251.696777
	Iteration 28Q: 3 clusters Score -4187592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4187631.250000 Penalty: 5251.696777
	Iteration 29Q: 3 clusters Score -4187631 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4187673.250000 Penalty: 5251.696777
	Iteration 30Q: 3 clusters Score -4187673 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -4187684.000000 Penalty: 5251.696777
	Iteration 31Q: 3 clusters Score -4187684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4187706.000000 Penalty: 5251.696777
	Iteration 32Q: 3 clusters Score -4187706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4187733.000000 Penalty: 5251.696777
	Iteration 33Q: 3 clusters Score -4187733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4187749.500000 Penalty: 5251.696777
	Iteration 34Q: 3 clusters Score -4187750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4187756.000000 Penalty: 5251.696777
	Iteration 35Q: 3 clusters Score -4187756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4187763.500000 Penalty: 5251.696777
	Iteration 36Q: 3 clusters Score -4187764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4187767.750000 Penalty: 5251.696777
	Iteration 37Q: 3 clusters Score -4187768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4187776.500000 Penalty: 5251.696777
	Iteration 38Q: 3 clusters Score -4187776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4187795.000000 Penalty: 5251.696777
	Iteration 39Q: 3 clusters Score -4187795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4187803.250000 Penalty: 5251.696777
	Iteration 40F: 3 clusters Score -4187803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4187800.000000 Penalty: 5251.696777
	Iteration 41Q: 3 clusters Score -4187800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4187804.000000 Penalty: 5251.696777
	Iteration 42Q: 3 clusters Score -4187804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4187814.000000 Penalty: 5251.696777
	Iteration 43Q: 3 clusters Score -4187814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4187815.750000 Penalty: 5251.696777
	Iteration 44Q: 3 clusters Score -4187816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4187820.750000 Penalty: 5251.696777
	Iteration 45Q: 3 clusters Score -4187821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4187826.000000 Penalty: 5251.696777
	Iteration 46Q: 3 clusters Score -4187826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4187821.500000 Penalty: 5251.696777
	Iteration 47Q: 3 clusters Score -4187822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4187822.000000 Penalty: 5251.696777
	Iteration 48Q: 3 clusters Score -4187822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4187818.250000 Penalty: 5251.696777
	Iteration 49Q: 3 clusters Score -4187818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -4187817.000000 Penalty: 5251.696777
	Iteration 50Q: 3 clusters Score -4187817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4187822.750000 Penalty: 5251.696777
	Iteration 51Q: 3 clusters Score -4187823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4187824.500000 Penalty: 5251.696777
	Iteration 52Q: 3 clusters Score -4187824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4187825.250000 Penalty: 5251.696777
	Iteration 53Q: 3 clusters Score -4187825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4187823.500000 Penalty: 5251.696777
	Iteration 54Q: 3 clusters Score -4187824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4187830.500000 Penalty: 5251.696777
	Iteration 55Q: 3 clusters Score -4187830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4187843.500000 Penalty: 5251.696777
	Iteration 56Q: 3 clusters Score -4187844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4187847.750000 Penalty: 5251.696777
	Iteration 57Q: 3 clusters Score -4187848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4187852.250000 Penalty: 5251.696777
	Iteration 58Q: 3 clusters Score -4187852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4187852.750000 Penalty: 5251.696777
	Iteration 59Q: 3 clusters Score -4187853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4187848.750000 Penalty: 5251.696777
	Iteration 60F: 3 clusters Score -4187849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4187849.500000 Penalty: 5251.696777
	Iteration 61Q: 3 clusters Score -4187850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4187849.750000 Penalty: 5251.696777
	Iteration 62Q: 3 clusters Score -4187850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4187854.500000 Penalty: 5251.696777
	Iteration 63Q: 3 clusters Score -4187854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4187863.000000 Penalty: 5251.696777
	Iteration 64Q: 3 clusters Score -4187863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4187876.500000 Penalty: 5251.696777
	Iteration 65Q: 3 clusters Score -4187876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4187868.250000 Penalty: 5251.696777
	Iteration 66Q: 3 clusters Score -4187868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4187876.500000 Penalty: 5251.696777
	Iteration 67Q: 3 clusters Score -4187876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4187872.750000 Penalty: 5251.696777
	Iteration 68Q: 3 clusters Score -4187873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4187880.000000 Penalty: 5251.696777
	Iteration 69Q: 3 clusters Score -4187880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4187878.000000 Penalty: 5251.696777
	Iteration 70Q: 3 clusters Score -4187878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4187881.000000 Penalty: 5251.696777
	Iteration 71Q: 3 clusters Score -4187881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4187883.000000 Penalty: 5251.696777
	Iteration 72Q: 3 clusters Score -4187883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4187884.500000 Penalty: 5251.696777
	Iteration 73Q: 3 clusters Score -4187884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4187880.000000 Penalty: 5251.696777
	Iteration 74Q: 3 clusters Score -4187880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4187885.000000 Penalty: 5251.696777
	Iteration 75Q: 3 clusters Score -4187885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4187885.000000 Penalty: 5251.696777
	Iteration 76F: 3 clusters Score -4187885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Entering Unmasked Estep 
Score: -4118440.000000 Penalty: 2605.426758
	Iteration 0F: 2 clusters Score -4118440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -4093603.500000 Penalty: 5210.853516
	Iteration 0F: 3 clusters Score -4093604 nChanged 16778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4102927.250000 Penalty: 5210.853516
	Iteration 1F: 3 clusters Score -4102927 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4103795.750000 Penalty: 5210.853516
	Iteration 2F: 3 clusters Score -4103796 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4105192.250000 Penalty: 5210.853516
	Iteration 3F: 3 clusters Score -4105192 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -4107360.500000 Penalty: 5210.853516
	Iteration 4F: 3 clusters Score -4107360 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4110080.500000 Penalty: 5210.853516
	Iteration 5F: 3 clusters Score -4110080 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -4112485.750000 Penalty: 5210.853516
	Iteration 6F: 3 clusters Score -4112486 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -4114194.750000 Penalty: 5210.853516
	Iteration 7F: 3 clusters Score -4114195 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4115147.750000 Penalty: 5210.853516
	Iteration 8Q: 3 clusters Score -4115148 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4115754.000000 Penalty: 5210.853516
	Iteration 9Q: 3 clusters Score -4115754 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4116090.000000 Penalty: 5210.853516
	Iteration 10Q: 3 clusters Score -4116090 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4116313.250000 Penalty: 5210.853516
	Iteration 11Q: 3 clusters Score -4116313 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -4116541.000000 Penalty: 5210.853516
	Iteration 12Q: 3 clusters Score -4116541 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4116742.000000 Penalty: 5210.853516
	Iteration 13Q: 3 clusters Score -4116742 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4116956.250000 Penalty: 5210.853516
	Iteration 14Q: 3 clusters Score -4116956 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -4117159.750000 Penalty: 5210.853516
	Iteration 15Q: 3 clusters Score -4117160 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4117343.250000 Penalty: 5210.853516
	Iteration 16Q: 3 clusters Score -4117343 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4117448.000000 Penalty: 5210.853516
	Iteration 17Q: 3 clusters Score -4117448 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4117511.250000 Penalty: 5210.853516
	Iteration 18Q: 3 clusters Score -4117511 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4117553.000000 Penalty: 5210.853516
	Iteration 19Q: 3 clusters Score -4117553 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4117591.500000 Penalty: 5210.853516
	Iteration 20F: 3 clusters Score -4117592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4117635.750000 Penalty: 5210.853516
	Iteration 21Q: 3 clusters Score -4117636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4117672.750000 Penalty: 5210.853516
	Iteration 22Q: 3 clusters Score -4117673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4117707.250000 Penalty: 5210.853516
	Iteration 23Q: 3 clusters Score -4117707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4117719.750000 Penalty: 5210.853516
	Iteration 24Q: 3 clusters Score -4117720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4117725.500000 Penalty: 5210.853516
	Iteration 25Q: 3 clusters Score -4117726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4117748.750000 Penalty: 5210.853516
	Iteration 26Q: 3 clusters Score -4117749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4117746.500000 Penalty: 5210.853516
	Iteration 27Q: 3 clusters Score -4117746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4117753.750000 Penalty: 5210.853516
	Iteration 28Q: 3 clusters Score -4117754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -4117753.750000 Penalty: 5210.853516
	Iteration 29Q: 3 clusters Score -4117754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4117762.250000 Penalty: 5210.853516
	Iteration 30Q: 3 clusters Score -4117762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -4117761.500000 Penalty: 5210.853516
	Iteration 31Q: 3 clusters Score -4117762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -4117766.750000 Penalty: 5210.853516
	Iteration 32Q: 3 clusters Score -4117767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4117767.000000 Penalty: 5210.853516
	Iteration 33Q: 3 clusters Score -4117767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -4117769.750000 Penalty: 5210.853516
	Iteration 34Q: 3 clusters Score -4117770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -4117769.500000 Penalty: 5210.853516
	Iteration 35Q: 3 clusters Score -4117770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4117768.500000 Penalty: 5210.853516
	Iteration 36Q: 3 clusters Score -4117768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4117768.500000 Penalty: 5210.853516
	Iteration 37F: 3 clusters Score -4117768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128146 members 
Entering Unmasked Estep 
Score: -14438743.000000 Penalty: 2916.709473
	Iteration 0F: 2 clusters Score -1.443874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -14352925.000000 Penalty: 5833.418945
	Iteration 0F: 3 clusters Score -1.435292e+07 nChanged 61053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -14387939.000000 Penalty: 5833.418945
	Iteration 1F: 3 clusters Score -1.438794e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -14388747.000000 Penalty: 5833.418945
	Iteration 2Q: 3 clusters Score -1.438875e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -14389727.000000 Penalty: 5833.418945
	Iteration 3Q: 3 clusters Score -1.438973e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -14390935.000000 Penalty: 5833.418945
	Iteration 4Q: 3 clusters Score -1.439094e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -14392577.000000 Penalty: 5833.418945
	Iteration 5Q: 3 clusters Score -1.439258e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -14394824.000000 Penalty: 5833.418945
	Iteration 6Q: 3 clusters Score -1.439482e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -14397687.000000 Penalty: 5833.418945
	Iteration 7Q: 3 clusters Score -1.439769e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -14400905.000000 Penalty: 5833.418945
	Iteration 8F: 3 clusters Score -1.44009e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -14404637.000000 Penalty: 5833.418945
	Iteration 9F: 3 clusters Score -1.440464e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -14408028.000000 Penalty: 5833.418945
	Iteration 10F: 3 clusters Score -1.440803e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -14411348.000000 Penalty: 5833.418945
	Iteration 11Q: 3 clusters Score -1.441135e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -14414508.000000 Penalty: 5833.418945
	Iteration 12Q: 3 clusters Score -1.441451e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
Score: -14417866.000000 Penalty: 5833.418945
	Iteration 13Q: 3 clusters Score -1.441787e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -14421261.000000 Penalty: 5833.418945
	Iteration 14Q: 3 clusters Score -1.442126e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -14424533.000000 Penalty: 5833.418945
	Iteration 15Q: 3 clusters Score -1.442453e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 108333 members 
Entering Unmasked Estep 
Score: -14427513.000000 Penalty: 5833.418945
	Iteration 16Q: 3 clusters Score -1.442751e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 112949 members 
Entering Unmasked Estep 
Score: -14429970.000000 Penalty: 5833.418945
	Iteration 17Q: 3 clusters Score -1.442997e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 116659 members 
Entering Unmasked Estep 
Score: -14431791.000000 Penalty: 5833.418945
	Iteration 18Q: 3 clusters Score -1.443179e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -14433098.000000 Penalty: 5833.418945
	Iteration 19Q: 3 clusters Score -1.44331e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 121492 members 
Entering Unmasked Estep 
Score: -14434076.000000 Penalty: 5833.418945
	Iteration 20F: 3 clusters Score -1.443408e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 122987 members 
Entering Unmasked Estep 
Score: -14434753.000000 Penalty: 5833.418945
	Iteration 21Q: 3 clusters Score -1.443475e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 124033 members 
Entering Unmasked Estep 
Score: -14435233.000000 Penalty: 5833.418945
	Iteration 22Q: 3 clusters Score -1.443523e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 124722 members 
Entering Unmasked Estep 
Score: -14435500.000000 Penalty: 5833.418945
	Iteration 23Q: 3 clusters Score -1.44355e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 125224 members 
Entering Unmasked Estep 
Score: -14435762.000000 Penalty: 5833.418945
	Iteration 24Q: 3 clusters Score -1.443576e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 125604 members 
Entering Unmasked Estep 
Score: -14435966.000000 Penalty: 5833.418945
	Iteration 25Q: 3 clusters Score -1.443597e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -14436084.000000 Penalty: 5833.418945
	Iteration 26Q: 3 clusters Score -1.443608e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 126062 members 
Entering Unmasked Estep 
Score: -14436163.000000 Penalty: 5833.418945
	Iteration 27Q: 3 clusters Score -1.443616e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 126207 members 
Entering Unmasked Estep 
Score: -14436234.000000 Penalty: 5833.418945
	Iteration 28Q: 3 clusters Score -1.443623e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 126303 members 
Entering Unmasked Estep 
Score: -14436284.000000 Penalty: 5833.418945
	Iteration 29Q: 3 clusters Score -1.443628e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -14436297.000000 Penalty: 5833.418945
	Iteration 30Q: 3 clusters Score -1.44363e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 126457 members 
Entering Unmasked Estep 
Score: -14436310.000000 Penalty: 5833.418945
	Iteration 31Q: 3 clusters Score -1.443631e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 126506 members 
Entering Unmasked Estep 
Score: -14436342.000000 Penalty: 5833.418945
	Iteration 32Q: 3 clusters Score -1.443634e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 126550 members 
Entering Unmasked Estep 
Score: -14436378.000000 Penalty: 5833.418945
	Iteration 33Q: 3 clusters Score -1.443638e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -14436399.000000 Penalty: 5833.418945
	Iteration 34Q: 3 clusters Score -1.44364e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 126615 members 
Entering Unmasked Estep 
Score: -14436414.000000 Penalty: 5833.418945
	Iteration 35Q: 3 clusters Score -1.443641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 126641 members 
Entering Unmasked Estep 
Score: -14436404.000000 Penalty: 5833.418945
	Iteration 36Q: 3 clusters Score -1.44364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 126663 members 
Entering Unmasked Estep 
Score: -14436410.000000 Penalty: 5833.418945
	Iteration 37Q: 3 clusters Score -1.443641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 126682 members 
Entering Unmasked Estep 
Score: -14436409.000000 Penalty: 5833.418945
	Iteration 38Q: 3 clusters Score -1.443641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 126699 members 
Entering Unmasked Estep 
Score: -14436444.000000 Penalty: 5833.418945
	Iteration 39Q: 3 clusters Score -1.443644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -14436452.000000 Penalty: 5833.418945
	Iteration 40F: 3 clusters Score -1.443645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -14436460.000000 Penalty: 5833.418945
	Iteration 41Q: 3 clusters Score -1.443646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 126744 members 
Entering Unmasked Estep 
Score: -14436470.000000 Penalty: 5833.418945
	Iteration 42Q: 3 clusters Score -1.443647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 126763 members 
Entering Unmasked Estep 
Score: -14436478.000000 Penalty: 5833.418945
	Iteration 43Q: 3 clusters Score -1.443648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -14436489.000000 Penalty: 5833.418945
	Iteration 44Q: 3 clusters Score -1.443649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 126801 members 
Entering Unmasked Estep 
Score: -14436491.000000 Penalty: 5833.418945
	Iteration 45Q: 3 clusters Score -1.443649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 126812 members 
Entering Unmasked Estep 
Score: -14436488.000000 Penalty: 5833.418945
	Iteration 46Q: 3 clusters Score -1.443649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -14436486.000000 Penalty: 5833.418945
	Iteration 47Q: 3 clusters Score -1.443649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -14436493.000000 Penalty: 5833.418945
	Iteration 48Q: 3 clusters Score -1.443649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 126827 members 
Entering Unmasked Estep 
Score: -14436508.000000 Penalty: 5833.418945
	Iteration 49Q: 3 clusters Score -1.443651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 126835 members 
Entering Unmasked Estep 
Score: -14436511.000000 Penalty: 5833.418945
	Iteration 50Q: 3 clusters Score -1.443651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 126846 members 
Entering Unmasked Estep 
Score: -14436515.000000 Penalty: 5833.418945
	Iteration 51Q: 3 clusters Score -1.443652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 126851 members 
Entering Unmasked Estep 
Score: -14436503.000000 Penalty: 5833.418945
	Iteration 52Q: 3 clusters Score -1.44365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -14436504.000000 Penalty: 5833.418945
	Iteration 53Q: 3 clusters Score -1.44365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 126856 members 
Entering Unmasked Estep 
Score: -14436515.000000 Penalty: 5833.418945
	Iteration 54Q: 3 clusters Score -1.443652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -14436523.000000 Penalty: 5833.418945
	Iteration 55Q: 3 clusters Score -1.443652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 126864 members 
Entering Unmasked Estep 
Score: -14436512.000000 Penalty: 5833.418945
	Iteration 56Q: 3 clusters Score -1.443651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -14436517.000000 Penalty: 5833.418945
	Iteration 57Q: 3 clusters Score -1.443652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 126870 members 
Entering Unmasked Estep 
Score: -14436507.000000 Penalty: 5833.418945
	Iteration 58Q: 3 clusters Score -1.443651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 126874 members 
Entering Unmasked Estep 
Score: -14436516.000000 Penalty: 5833.418945
	Iteration 59Q: 3 clusters Score -1.443652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 126875 members 
Entering Unmasked Estep 
Score: -14436515.000000 Penalty: 5833.418945
	Iteration 60F: 3 clusters Score -1.443652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 126879 members 
Entering Unmasked Estep 
Score: -14436521.000000 Penalty: 5833.418945
	Iteration 61Q: 3 clusters Score -1.443652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 126880 members 
Entering Unmasked Estep 
Score: -14436526.000000 Penalty: 5833.418945
	Iteration 62Q: 3 clusters Score -1.443653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -14436521.000000 Penalty: 5833.418945
	Iteration 63Q: 3 clusters Score -1.443652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 126888 members 
Entering Unmasked Estep 
Score: -14436529.000000 Penalty: 5833.418945
	Iteration 64Q: 3 clusters Score -1.443653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 126889 members 
Entering Unmasked Estep 
Score: -14436529.000000 Penalty: 5833.418945
	Iteration 65Q: 3 clusters Score -1.443653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 126892 members 
Entering Unmasked Estep 
Score: -14436528.000000 Penalty: 5833.418945
	Iteration 66Q: 3 clusters Score -1.443653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 126893 members 
Entering Unmasked Estep 
Score: -14436519.000000 Penalty: 5833.418945
	Iteration 67Q: 3 clusters Score -1.443652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 126894 members 
Entering Unmasked Estep 
Score: -14436512.000000 Penalty: 5833.418945
	Iteration 68Q: 3 clusters Score -1.443651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 126894 members 
Entering Unmasked Estep 
Score: -14436511.000000 Penalty: 5833.418945
	Iteration 69Q: 3 clusters Score -1.443651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -14436519.000000 Penalty: 5833.418945
	Iteration 70Q: 3 clusters Score -1.443652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 126892 members 
Entering Unmasked Estep 
Score: -14436523.000000 Penalty: 5833.418945
	Iteration 71Q: 3 clusters Score -1.443652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 126896 members 
Entering Unmasked Estep 
Score: -14436521.000000 Penalty: 5833.418945
	Iteration 72Q: 3 clusters Score -1.443652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 126898 members 
Entering Unmasked Estep 
Score: -14436516.000000 Penalty: 5833.418945
	Iteration 73Q: 3 clusters Score -1.443652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -14436526.000000 Penalty: 5833.418945
	Iteration 74Q: 3 clusters Score -1.443653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -14436534.000000 Penalty: 5833.418945
	Iteration 75Q: 3 clusters Score -1.443653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -14436535.000000 Penalty: 5833.418945
	Iteration 76Q: 3 clusters Score -1.443654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -14436535.000000 Penalty: 5833.418945
	Iteration 77F: 3 clusters Score -1.443654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Entering Unmasked Estep 
Score: -2271877.750000 Penalty: 2474.680176
	Iteration 0F: 2 clusters Score -2271878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2256836.000000 Penalty: 4949.360352
	Iteration 0F: 3 clusters Score -2256836 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2262107.750000 Penalty: 4949.360352
	Iteration 1F: 3 clusters Score -2262108 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2262726.000000 Penalty: 4949.360352
	Iteration 2F: 3 clusters Score -2262726 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2263299.750000 Penalty: 4949.360352
	Iteration 3F: 3 clusters Score -2263300 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2263892.500000 Penalty: 4949.360352
	Iteration 4F: 3 clusters Score -2263892 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2264581.500000 Penalty: 4949.360352
	Iteration 5F: 3 clusters Score -2264582 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2265450.250000 Penalty: 4949.360352
	Iteration 6F: 3 clusters Score -2265450 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2266631.000000 Penalty: 4949.360352
	Iteration 7F: 3 clusters Score -2266631 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2267982.250000 Penalty: 4949.360352
	Iteration 8F: 3 clusters Score -2267982 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2269063.250000 Penalty: 4949.360352
	Iteration 9F: 3 clusters Score -2269063 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2269629.250000 Penalty: 4949.360352
	Iteration 10Q: 3 clusters Score -2269629 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2269881.750000 Penalty: 4949.360352
	Iteration 11Q: 3 clusters Score -2269882 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2270002.250000 Penalty: 4949.360352
	Iteration 12Q: 3 clusters Score -2270002 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2270067.000000 Penalty: 4949.360352
	Iteration 13Q: 3 clusters Score -2270067 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2270103.500000 Penalty: 4949.360352
	Iteration 14Q: 3 clusters Score -2270104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2270133.500000 Penalty: 4949.360352
	Iteration 15Q: 3 clusters Score -2270134 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2270166.500000 Penalty: 4949.360352
	Iteration 16Q: 3 clusters Score -2270166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2270193.000000 Penalty: 4949.360352
	Iteration 17Q: 3 clusters Score -2270193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2270222.000000 Penalty: 4949.360352
	Iteration 18Q: 3 clusters Score -2270222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2270245.750000 Penalty: 4949.360352
	Iteration 19Q: 3 clusters Score -2270246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2270270.000000 Penalty: 4949.360352
	Iteration 20F: 3 clusters Score -2270270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2270305.000000 Penalty: 4949.360352
	Iteration 21Q: 3 clusters Score -2270305 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2270331.000000 Penalty: 4949.360352
	Iteration 22Q: 3 clusters Score -2270331 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2270376.750000 Penalty: 4949.360352
	Iteration 23Q: 3 clusters Score -2270377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2270434.750000 Penalty: 4949.360352
	Iteration 24Q: 3 clusters Score -2270435 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2270509.500000 Penalty: 4949.360352
	Iteration 25Q: 3 clusters Score -2270510 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2270586.250000 Penalty: 4949.360352
	Iteration 26Q: 3 clusters Score -2270586 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2270650.250000 Penalty: 4949.360352
	Iteration 27Q: 3 clusters Score -2270650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2270692.250000 Penalty: 4949.360352
	Iteration 28Q: 3 clusters Score -2270692 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2270707.500000 Penalty: 4949.360352
	Iteration 29Q: 3 clusters Score -2270708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2270714.750000 Penalty: 4949.360352
	Iteration 30Q: 3 clusters Score -2270715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2270714.750000 Penalty: 4949.360352
	Iteration 31Q: 3 clusters Score -2270715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2270719.750000 Penalty: 4949.360352
	Iteration 32Q: 3 clusters Score -2270720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2270727.500000 Penalty: 4949.360352
	Iteration 33Q: 3 clusters Score -2270728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2270732.750000 Penalty: 4949.360352
	Iteration 34Q: 3 clusters Score -2270733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2270737.250000 Penalty: 4949.360352
	Iteration 35Q: 3 clusters Score -2270737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2270738.000000 Penalty: 4949.360352
	Iteration 36Q: 3 clusters Score -2270738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2270738.750000 Penalty: 4949.360352
	Iteration 37Q: 3 clusters Score -2270739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2270743.250000 Penalty: 4949.360352
	Iteration 38Q: 3 clusters Score -2270743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2270744.500000 Penalty: 4949.360352
	Iteration 39Q: 3 clusters Score -2270744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2270745.500000 Penalty: 4949.360352
	Iteration 40F: 3 clusters Score -2270746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2270741.000000 Penalty: 4949.360352
	Iteration 41Q: 3 clusters Score -2270741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2270748.000000 Penalty: 4949.360352
	Iteration 42Q: 3 clusters Score -2270748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2270744.750000 Penalty: 4949.360352
	Iteration 43Q: 3 clusters Score -2270745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2270747.500000 Penalty: 4949.360352
	Iteration 44Q: 3 clusters Score -2270748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2270747.500000 Penalty: 4949.360352
	Iteration 45Q: 3 clusters Score -2270748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2270746.250000 Penalty: 4949.360352
	Iteration 46Q: 3 clusters Score -2270746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2270746.250000 Penalty: 4949.360352
	Iteration 47F: 3 clusters Score -2270746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Entering Unmasked Estep 
Score: -2390193.000000 Penalty: 2463.900635
	Iteration 0F: 2 clusters Score -2390193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2375694.750000 Penalty: 4927.801270
	Iteration 0F: 3 clusters Score -2375695 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2380452.250000 Penalty: 4927.801270
	Iteration 1F: 3 clusters Score -2380452 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2380939.250000 Penalty: 4927.801270
	Iteration 2F: 3 clusters Score -2380939 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2381441.500000 Penalty: 4927.801270
	Iteration 3F: 3 clusters Score -2381442 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2382068.500000 Penalty: 4927.801270
	Iteration 4F: 3 clusters Score -2382068 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2382880.750000 Penalty: 4927.801270
	Iteration 5F: 3 clusters Score -2382881 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2383896.250000 Penalty: 4927.801270
	Iteration 6F: 3 clusters Score -2383896 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2385002.750000 Penalty: 4927.801270
	Iteration 7F: 3 clusters Score -2385003 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2385958.250000 Penalty: 4927.801270
	Iteration 8F: 3 clusters Score -2385958 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2386642.250000 Penalty: 4927.801270
	Iteration 9F: 3 clusters Score -2386642 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2387093.250000 Penalty: 4927.801270
	Iteration 10Q: 3 clusters Score -2387093 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2387349.500000 Penalty: 4927.801270
	Iteration 11Q: 3 clusters Score -2387350 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2387517.000000 Penalty: 4927.801270
	Iteration 12Q: 3 clusters Score -2387517 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2387627.500000 Penalty: 4927.801270
	Iteration 13Q: 3 clusters Score -2387628 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2387705.000000 Penalty: 4927.801270
	Iteration 14Q: 3 clusters Score -2387705 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2387788.250000 Penalty: 4927.801270
	Iteration 15Q: 3 clusters Score -2387788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2387866.000000 Penalty: 4927.801270
	Iteration 16Q: 3 clusters Score -2387866 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2387926.750000 Penalty: 4927.801270
	Iteration 17Q: 3 clusters Score -2387927 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2387984.250000 Penalty: 4927.801270
	Iteration 18Q: 3 clusters Score -2387984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2388031.250000 Penalty: 4927.801270
	Iteration 19Q: 3 clusters Score -2388031 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2388078.500000 Penalty: 4927.801270
	Iteration 20F: 3 clusters Score -2388078 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2388116.250000 Penalty: 4927.801270
	Iteration 21Q: 3 clusters Score -2388116 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2388148.750000 Penalty: 4927.801270
	Iteration 22Q: 3 clusters Score -2388149 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2388165.000000 Penalty: 4927.801270
	Iteration 23Q: 3 clusters Score -2388165 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2388185.250000 Penalty: 4927.801270
	Iteration 24Q: 3 clusters Score -2388185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2388207.500000 Penalty: 4927.801270
	Iteration 25Q: 3 clusters Score -2388208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2388230.500000 Penalty: 4927.801270
	Iteration 26Q: 3 clusters Score -2388230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2388231.750000 Penalty: 4927.801270
	Iteration 27Q: 3 clusters Score -2388232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2388253.000000 Penalty: 4927.801270
	Iteration 28Q: 3 clusters Score -2388253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2388257.250000 Penalty: 4927.801270
	Iteration 29Q: 3 clusters Score -2388257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2388263.750000 Penalty: 4927.801270
	Iteration 30Q: 3 clusters Score -2388264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2388280.250000 Penalty: 4927.801270
	Iteration 31Q: 3 clusters Score -2388280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2388276.750000 Penalty: 4927.801270
	Iteration 32Q: 3 clusters Score -2388277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2388282.000000 Penalty: 4927.801270
	Iteration 33Q: 3 clusters Score -2388282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2388295.250000 Penalty: 4927.801270
	Iteration 34Q: 3 clusters Score -2388295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2388297.000000 Penalty: 4927.801270
	Iteration 35Q: 3 clusters Score -2388297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2388301.750000 Penalty: 4927.801270
	Iteration 36Q: 3 clusters Score -2388302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2388302.500000 Penalty: 4927.801270
	Iteration 37Q: 3 clusters Score -2388302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2388299.750000 Penalty: 4927.801270
	Iteration 38Q: 3 clusters Score -2388300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2388305.000000 Penalty: 4927.801270
	Iteration 39Q: 3 clusters Score -2388305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2388309.750000 Penalty: 4927.801270
	Iteration 40F: 3 clusters Score -2388310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2388306.000000 Penalty: 4927.801270
	Iteration 41Q: 3 clusters Score -2388306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2388311.750000 Penalty: 4927.801270
	Iteration 42Q: 3 clusters Score -2388312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2388315.000000 Penalty: 4927.801270
	Iteration 43Q: 3 clusters Score -2388315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2388317.750000 Penalty: 4927.801270
	Iteration 44Q: 3 clusters Score -2388318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2388325.000000 Penalty: 4927.801270
	Iteration 45Q: 3 clusters Score -2388325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2388328.750000 Penalty: 4927.801270
	Iteration 46Q: 3 clusters Score -2388329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2388334.500000 Penalty: 4927.801270
	Iteration 47Q: 3 clusters Score -2388334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2388341.500000 Penalty: 4927.801270
	Iteration 48Q: 3 clusters Score -2388342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2388340.750000 Penalty: 4927.801270
	Iteration 49Q: 3 clusters Score -2388341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2388340.250000 Penalty: 4927.801270
	Iteration 50Q: 3 clusters Score -2388340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2388339.250000 Penalty: 4927.801270
	Iteration 51Q: 3 clusters Score -2388339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2388341.500000 Penalty: 4927.801270
	Iteration 52Q: 3 clusters Score -2388342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2388338.750000 Penalty: 4927.801270
	Iteration 53Q: 3 clusters Score -2388339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2388340.000000 Penalty: 4927.801270
	Iteration 54Q: 3 clusters Score -2388340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2388344.000000 Penalty: 4927.801270
	Iteration 55Q: 3 clusters Score -2388344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2388344.000000 Penalty: 4927.801270
	Iteration 56Q: 3 clusters Score -2388344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2388340.500000 Penalty: 4927.801270
	Iteration 57Q: 3 clusters Score -2388340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2388342.500000 Penalty: 4927.801270
	Iteration 58Q: 3 clusters Score -2388342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2388343.250000 Penalty: 4927.801270
	Iteration 59Q: 3 clusters Score -2388343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2388342.750000 Penalty: 4927.801270
	Iteration 60F: 3 clusters Score -2388343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2388346.250000 Penalty: 4927.801270
	Iteration 61Q: 3 clusters Score -2388346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2388348.000000 Penalty: 4927.801270
	Iteration 62Q: 3 clusters Score -2388348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2388344.000000 Penalty: 4927.801270
	Iteration 63Q: 3 clusters Score -2388344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2388348.500000 Penalty: 4927.801270
	Iteration 64Q: 3 clusters Score -2388348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2388349.000000 Penalty: 4927.801270
	Iteration 65Q: 3 clusters Score -2388349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2388347.250000 Penalty: 4927.801270
	Iteration 66Q: 3 clusters Score -2388347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2388346.000000 Penalty: 4927.801270
	Iteration 67Q: 3 clusters Score -2388346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2388340.750000 Penalty: 4927.801270
	Iteration 68Q: 3 clusters Score -2388341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2388353.000000 Penalty: 4927.801270
	Iteration 69Q: 3 clusters Score -2388353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2388356.000000 Penalty: 4927.801270
	Iteration 70Q: 3 clusters Score -2388356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2388355.500000 Penalty: 4927.801270
	Iteration 71Q: 3 clusters Score -2388356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2388360.250000 Penalty: 4927.801270
	Iteration 72Q: 3 clusters Score -2388360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2388361.250000 Penalty: 4927.801270
	Iteration 73Q: 3 clusters Score -2388361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2388368.000000 Penalty: 4927.801270
	Iteration 74Q: 3 clusters Score -2388368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2388365.250000 Penalty: 4927.801270
	Iteration 75Q: 3 clusters Score -2388365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2388368.250000 Penalty: 4927.801270
	Iteration 76Q: 3 clusters Score -2388368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2388369.750000 Penalty: 4927.801270
	Iteration 77Q: 3 clusters Score -2388370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2388369.750000 Penalty: 4927.801270
	Iteration 78F: 3 clusters Score -2388370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Entering Unmasked Estep 
Score: -1028951.187500 Penalty: 2285.697266
	Iteration 0F: 2 clusters Score -1028951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1021215.750000 Penalty: 4571.394531
	Iteration 0F: 3 clusters Score -1021216 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1023589.500000 Penalty: 4571.394531
	Iteration 1F: 3 clusters Score -1023590 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1023997.500000 Penalty: 4571.394531
	Iteration 2F: 3 clusters Score -1023998 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1024310.250000 Penalty: 4571.394531
	Iteration 3F: 3 clusters Score -1024310 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1024596.812500 Penalty: 4571.394531
	Iteration 4Q: 3 clusters Score -1024597 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1024912.000000 Penalty: 4571.394531
	Iteration 5Q: 3 clusters Score -1024912 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1025282.812500 Penalty: 4571.394531
	Iteration 6Q: 3 clusters Score -1025283 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1025658.062500 Penalty: 4571.394531
	Iteration 7Q: 3 clusters Score -1025658 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1026063.250000 Penalty: 4571.394531
	Iteration 8F: 3 clusters Score -1026063 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1026428.000000 Penalty: 4571.394531
	Iteration 9Q: 3 clusters Score -1026428 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1026735.875000 Penalty: 4571.394531
	Iteration 10Q: 3 clusters Score -1026736 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1026978.312500 Penalty: 4571.394531
	Iteration 11Q: 3 clusters Score -1026978 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1027162.687500 Penalty: 4571.394531
	Iteration 12Q: 3 clusters Score -1027163 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1027315.125000 Penalty: 4571.394531
	Iteration 13Q: 3 clusters Score -1027315 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1027454.812500 Penalty: 4571.394531
	Iteration 14Q: 3 clusters Score -1027455 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1027577.625000 Penalty: 4571.394531
	Iteration 15Q: 3 clusters Score -1027578 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1027658.312500 Penalty: 4571.394531
	Iteration 16Q: 3 clusters Score -1027658 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1027720.812500 Penalty: 4571.394531
	Iteration 17Q: 3 clusters Score -1027721 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1027758.687500 Penalty: 4571.394531
	Iteration 18Q: 3 clusters Score -1027759 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1027787.937500 Penalty: 4571.394531
	Iteration 19Q: 3 clusters Score -1027788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1027818.562500 Penalty: 4571.394531
	Iteration 20F: 3 clusters Score -1027819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1027845.375000 Penalty: 4571.394531
	Iteration 21Q: 3 clusters Score -1027845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1027866.000000 Penalty: 4571.394531
	Iteration 22Q: 3 clusters Score -1027866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1027885.812500 Penalty: 4571.394531
	Iteration 23Q: 3 clusters Score -1027886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1027906.187500 Penalty: 4571.394531
	Iteration 24Q: 3 clusters Score -1027906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1027924.937500 Penalty: 4571.394531
	Iteration 25Q: 3 clusters Score -1027925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1027944.375000 Penalty: 4571.394531
	Iteration 26Q: 3 clusters Score -1027944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1027962.812500 Penalty: 4571.394531
	Iteration 27Q: 3 clusters Score -1027963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1027974.812500 Penalty: 4571.394531
	Iteration 28Q: 3 clusters Score -1027975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1027992.125000 Penalty: 4571.394531
	Iteration 29Q: 3 clusters Score -1027992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1028010.125000 Penalty: 4571.394531
	Iteration 30Q: 3 clusters Score -1028010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1028035.062500 Penalty: 4571.394531
	Iteration 31Q: 3 clusters Score -1028035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1028058.187500 Penalty: 4571.394531
	Iteration 32Q: 3 clusters Score -1028058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1028074.875000 Penalty: 4571.394531
	Iteration 33Q: 3 clusters Score -1028075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1028093.125000 Penalty: 4571.394531
	Iteration 34Q: 3 clusters Score -1028093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1028118.187500 Penalty: 4571.394531
	Iteration 35Q: 3 clusters Score -1028118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1028135.625000 Penalty: 4571.394531
	Iteration 36Q: 3 clusters Score -1028136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1028151.187500 Penalty: 4571.394531
	Iteration 37Q: 3 clusters Score -1028151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1028159.875000 Penalty: 4571.394531
	Iteration 38Q: 3 clusters Score -1028160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1028175.875000 Penalty: 4571.394531
	Iteration 39Q: 3 clusters Score -1028176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1028191.750000 Penalty: 4571.394531
	Iteration 40F: 3 clusters Score -1028192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1028209.000000 Penalty: 4571.394531
	Iteration 41Q: 3 clusters Score -1028209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1028226.625000 Penalty: 4571.394531
	Iteration 42Q: 3 clusters Score -1028227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1028243.687500 Penalty: 4571.394531
	Iteration 43Q: 3 clusters Score -1028244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1028262.125000 Penalty: 4571.394531
	Iteration 44Q: 3 clusters Score -1028262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1028271.750000 Penalty: 4571.394531
	Iteration 45Q: 3 clusters Score -1028272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1028287.937500 Penalty: 4571.394531
	Iteration 46Q: 3 clusters Score -1028288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1028296.937500 Penalty: 4571.394531
	Iteration 47Q: 3 clusters Score -1028297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1028308.250000 Penalty: 4571.394531
	Iteration 48Q: 3 clusters Score -1028308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1028316.312500 Penalty: 4571.394531
	Iteration 49Q: 3 clusters Score -1028316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1028322.750000 Penalty: 4571.394531
	Iteration 50Q: 3 clusters Score -1028323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1028325.312500 Penalty: 4571.394531
	Iteration 51Q: 3 clusters Score -1028325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1028326.375000 Penalty: 4571.394531
	Iteration 52Q: 3 clusters Score -1028326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1028327.750000 Penalty: 4571.394531
	Iteration 53Q: 3 clusters Score -1028328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1028327.687500 Penalty: 4571.394531
	Iteration 54Q: 3 clusters Score -1028328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1028328.437500 Penalty: 4571.394531
	Iteration 55Q: 3 clusters Score -1028328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1028330.437500 Penalty: 4571.394531
	Iteration 56Q: 3 clusters Score -1028330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1028330.687500 Penalty: 4571.394531
	Iteration 57Q: 3 clusters Score -1028331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1028330.250000 Penalty: 4571.394531
	Iteration 58Q: 3 clusters Score -1028330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1028331.625000 Penalty: 4571.394531
	Iteration 59Q: 3 clusters Score -1028332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1028329.687500 Penalty: 4571.394531
	Iteration 60F: 3 clusters Score -1028330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1028329.437500 Penalty: 4571.394531
	Iteration 61Q: 3 clusters Score -1028329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1028329.437500 Penalty: 4571.394531
	Iteration 62F: 3 clusters Score -1028329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Entering Unmasked Estep 
Score: -719766.437500 Penalty: 2175.568848
	Iteration 0F: 2 clusters Score -719766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -714281.187500 Penalty: 4351.137695
	Iteration 0F: 3 clusters Score -714281.2 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -715679.312500 Penalty: 4351.137695
	Iteration 1F: 3 clusters Score -715679.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -715918.062500 Penalty: 4351.137695
	Iteration 2F: 3 clusters Score -715918.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -716079.750000 Penalty: 4351.137695
	Iteration 3F: 3 clusters Score -716079.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -716213.937500 Penalty: 4351.137695
	Iteration 4Q: 3 clusters Score -716213.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -716332.187500 Penalty: 4351.137695
	Iteration 5Q: 3 clusters Score -716332.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -716424.375000 Penalty: 4351.137695
	Iteration 6Q: 3 clusters Score -716424.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -716510.375000 Penalty: 4351.137695
	Iteration 7Q: 3 clusters Score -716510.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -716585.375000 Penalty: 4351.137695
	Iteration 8Q: 3 clusters Score -716585.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -716643.937500 Penalty: 4351.137695
	Iteration 9Q: 3 clusters Score -716643.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -716700.687500 Penalty: 4351.137695
	Iteration 10Q: 3 clusters Score -716700.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -716756.875000 Penalty: 4351.137695
	Iteration 11Q: 3 clusters Score -716756.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -716816.437500 Penalty: 4351.137695
	Iteration 12Q: 3 clusters Score -716816.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -716876.875000 Penalty: 4351.137695
	Iteration 13Q: 3 clusters Score -716876.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -716942.000000 Penalty: 4351.137695
	Iteration 14Q: 3 clusters Score -716942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -717012.250000 Penalty: 4351.137695
	Iteration 15Q: 3 clusters Score -717012.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -717083.375000 Penalty: 4351.137695
	Iteration 16Q: 3 clusters Score -717083.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -717167.437500 Penalty: 4351.137695
	Iteration 17Q: 3 clusters Score -717167.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -717258.000000 Penalty: 4351.137695
	Iteration 18Q: 3 clusters Score -717258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -717343.500000 Penalty: 4351.137695
	Iteration 19Q: 3 clusters Score -717343.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -717426.062500 Penalty: 4351.137695
	Iteration 20F: 3 clusters Score -717426.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -717498.812500 Penalty: 4351.137695
	Iteration 21Q: 3 clusters Score -717498.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -717567.125000 Penalty: 4351.137695
	Iteration 22Q: 3 clusters Score -717567.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -717627.625000 Penalty: 4351.137695
	Iteration 23Q: 3 clusters Score -717627.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -717690.000000 Penalty: 4351.137695
	Iteration 24Q: 3 clusters Score -717690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -717731.312500 Penalty: 4351.137695
	Iteration 25Q: 3 clusters Score -717731.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -717763.750000 Penalty: 4351.137695
	Iteration 26Q: 3 clusters Score -717763.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -717797.687500 Penalty: 4351.137695
	Iteration 27Q: 3 clusters Score -717797.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -717824.875000 Penalty: 4351.137695
	Iteration 28Q: 3 clusters Score -717824.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -717845.687500 Penalty: 4351.137695
	Iteration 29Q: 3 clusters Score -717845.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -717860.625000 Penalty: 4351.137695
	Iteration 30Q: 3 clusters Score -717860.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -717876.437500 Penalty: 4351.137695
	Iteration 31Q: 3 clusters Score -717876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -717891.062500 Penalty: 4351.137695
	Iteration 32Q: 3 clusters Score -717891.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -717903.250000 Penalty: 4351.137695
	Iteration 33Q: 3 clusters Score -717903.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -717913.625000 Penalty: 4351.137695
	Iteration 34Q: 3 clusters Score -717913.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -717921.187500 Penalty: 4351.137695
	Iteration 35Q: 3 clusters Score -717921.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -717926.812500 Penalty: 4351.137695
	Iteration 36Q: 3 clusters Score -717926.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -717933.812500 Penalty: 4351.137695
	Iteration 37Q: 3 clusters Score -717933.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -717939.875000 Penalty: 4351.137695
	Iteration 38Q: 3 clusters Score -717939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -717941.750000 Penalty: 4351.137695
	Iteration 39Q: 3 clusters Score -717941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -717941.687500 Penalty: 4351.137695
	Iteration 40F: 3 clusters Score -717941.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -717942.437500 Penalty: 4351.137695
	Iteration 41Q: 3 clusters Score -717942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -717944.062500 Penalty: 4351.137695
	Iteration 42Q: 3 clusters Score -717944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -717946.937500 Penalty: 4351.137695
	Iteration 43Q: 3 clusters Score -717946.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -717946.937500 Penalty: 4351.137695
	Iteration 44F: 3 clusters Score -717946.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -384064.843750 Penalty: 2080.786621
	Iteration 0F: 2 clusters Score -384064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -379944.250000 Penalty: 4161.573242
	Iteration 0F: 3 clusters Score -379944.2 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -381141.093750 Penalty: 4161.573242
	Iteration 1F: 3 clusters Score -381141.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -381638.625000 Penalty: 4161.573242
	Iteration 2F: 3 clusters Score -381638.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -382057.875000 Penalty: 4161.573242
	Iteration 3F: 3 clusters Score -382057.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -382325.812500 Penalty: 4161.573242
	Iteration 4F: 3 clusters Score -382325.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -382490.031250 Penalty: 4161.573242
	Iteration 5Q: 3 clusters Score -382490 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -382598.406250 Penalty: 4161.573242
	Iteration 6Q: 3 clusters Score -382598.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -382672.843750 Penalty: 4161.573242
	Iteration 7Q: 3 clusters Score -382672.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -382724.656250 Penalty: 4161.573242
	Iteration 8Q: 3 clusters Score -382724.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -382757.968750 Penalty: 4161.573242
	Iteration 9Q: 3 clusters Score -382758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -382791.218750 Penalty: 4161.573242
	Iteration 10Q: 3 clusters Score -382791.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -382829.656250 Penalty: 4161.573242
	Iteration 11Q: 3 clusters Score -382829.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -382849.312500 Penalty: 4161.573242
	Iteration 12Q: 3 clusters Score -382849.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -382864.187500 Penalty: 4161.573242
	Iteration 13Q: 3 clusters Score -382864.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -382872.531250 Penalty: 4161.573242
	Iteration 14Q: 3 clusters Score -382872.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -382876.031250 Penalty: 4161.573242
	Iteration 15Q: 3 clusters Score -382876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -382880.500000 Penalty: 4161.573242
	Iteration 16Q: 3 clusters Score -382880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -382885.187500 Penalty: 4161.573242
	Iteration 17Q: 3 clusters Score -382885.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -382890.562500 Penalty: 4161.573242
	Iteration 18Q: 3 clusters Score -382890.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -382893.562500 Penalty: 4161.573242
	Iteration 19Q: 3 clusters Score -382893.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -382897.250000 Penalty: 4161.573242
	Iteration 20F: 3 clusters Score -382897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -382898.343750 Penalty: 4161.573242
	Iteration 21Q: 3 clusters Score -382898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -382901.281250 Penalty: 4161.573242
	Iteration 22Q: 3 clusters Score -382901.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -382904.562500 Penalty: 4161.573242
	Iteration 23Q: 3 clusters Score -382904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -382909.093750 Penalty: 4161.573242
	Iteration 24Q: 3 clusters Score -382909.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -382910.812500 Penalty: 4161.573242
	Iteration 25Q: 3 clusters Score -382910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -382913.656250 Penalty: 4161.573242
	Iteration 26Q: 3 clusters Score -382913.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -382916.562500 Penalty: 4161.573242
	Iteration 27Q: 3 clusters Score -382916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -382919.656250 Penalty: 4161.573242
	Iteration 28Q: 3 clusters Score -382919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -382921.500000 Penalty: 4161.573242
	Iteration 29Q: 3 clusters Score -382921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -382922.656250 Penalty: 4161.573242
	Iteration 30Q: 3 clusters Score -382922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -382923.687500 Penalty: 4161.573242
	Iteration 31Q: 3 clusters Score -382923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -382923.750000 Penalty: 4161.573242
	Iteration 32Q: 3 clusters Score -382923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -382925.625000 Penalty: 4161.573242
	Iteration 33Q: 3 clusters Score -382925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -382925.906250 Penalty: 4161.573242
	Iteration 34Q: 3 clusters Score -382925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -382924.562500 Penalty: 4161.573242
	Iteration 35Q: 3 clusters Score -382924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -382925.937500 Penalty: 4161.573242
	Iteration 36Q: 3 clusters Score -382925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -382926.312500 Penalty: 4161.573242
	Iteration 37Q: 3 clusters Score -382926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -382926.312500 Penalty: 4161.573242
	Iteration 38F: 3 clusters Score -382926.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -320902.500000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -320902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -317636.718750 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -317636.7 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -318283.093750 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -318283.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -318475.312500 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -318475.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -318592.875000 Penalty: 3974.453857
	Iteration 3F: 3 clusters Score -318592.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -318654.062500 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -318654.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -318703.187500 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -318703.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -318746.906250 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -318746.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -318781.906250 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -318781.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -318800.531250 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -318800.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -318813.156250 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -318813.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -318823.562500 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -318823.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -318833.031250 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -318833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -318845.656250 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -318845.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -318857.937500 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -318857.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -318867.593750 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -318867.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -318875.312500 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -318875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -318877.062500 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -318877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -318880.968750 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -318881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -318884.156250 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -318884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -318886.093750 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -318886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -318886.531250 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -318886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -318888.437500 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -318888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -318889.875000 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -318889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -318892.562500 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -318892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -318893.843750 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -318893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -318895.906250 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -318895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -318897.906250 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -318897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -318902.000000 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -318902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -318906.437500 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -318906.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -318911.187500 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -318911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -318912.093750 Penalty: 3974.453857
	Iteration 30Q: 3 clusters Score -318912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -318912.375000 Penalty: 3974.453857
	Iteration 31Q: 3 clusters Score -318912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -318913.156250 Penalty: 3974.453857
	Iteration 32Q: 3 clusters Score -318913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -318914.531250 Penalty: 3974.453857
	Iteration 33Q: 3 clusters Score -318914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -318915.625000 Penalty: 3974.453857
	Iteration 34Q: 3 clusters Score -318915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -318918.875000 Penalty: 3974.453857
	Iteration 35Q: 3 clusters Score -318918.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -318922.031250 Penalty: 3974.453857
	Iteration 36Q: 3 clusters Score -318922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -318929.437500 Penalty: 3974.453857
	Iteration 37Q: 3 clusters Score -318929.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -318933.812500 Penalty: 3974.453857
	Iteration 38Q: 3 clusters Score -318933.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -318940.656250 Penalty: 3974.453857
	Iteration 39Q: 3 clusters Score -318940.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -318947.937500 Penalty: 3974.453857
	Iteration 40F: 3 clusters Score -318947.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -318956.625000 Penalty: 3974.453857
	Iteration 41Q: 3 clusters Score -318956.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -318961.312500 Penalty: 3974.453857
	Iteration 42Q: 3 clusters Score -318961.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -318965.218750 Penalty: 3974.453857
	Iteration 43Q: 3 clusters Score -318965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -318969.593750 Penalty: 3974.453857
	Iteration 44Q: 3 clusters Score -318969.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -318974.218750 Penalty: 3974.453857
	Iteration 45Q: 3 clusters Score -318974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -318979.656250 Penalty: 3974.453857
	Iteration 46Q: 3 clusters Score -318979.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -318989.468750 Penalty: 3974.453857
	Iteration 47Q: 3 clusters Score -318989.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -319006.718750 Penalty: 3974.453857
	Iteration 48Q: 3 clusters Score -319006.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -319021.843750 Penalty: 3974.453857
	Iteration 49Q: 3 clusters Score -319021.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -319035.250000 Penalty: 3974.453857
	Iteration 50Q: 3 clusters Score -319035.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -319048.531250 Penalty: 3974.453857
	Iteration 51Q: 3 clusters Score -319048.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -319064.187500 Penalty: 3974.453857
	Iteration 52Q: 3 clusters Score -319064.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -319082.343750 Penalty: 3974.453857
	Iteration 53Q: 3 clusters Score -319082.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -319103.437500 Penalty: 3974.453857
	Iteration 54Q: 3 clusters Score -319103.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -319126.250000 Penalty: 3974.453857
	Iteration 55Q: 3 clusters Score -319126.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -319148.906250 Penalty: 3974.453857
	Iteration 56Q: 3 clusters Score -319148.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -319169.312500 Penalty: 3974.453857
	Iteration 57Q: 3 clusters Score -319169.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -319183.625000 Penalty: 3974.453857
	Iteration 58Q: 3 clusters Score -319183.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -319200.437500 Penalty: 3974.453857
	Iteration 59Q: 3 clusters Score -319200.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -319215.781250 Penalty: 3974.453857
	Iteration 60F: 3 clusters Score -319215.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -319230.250000 Penalty: 3974.453857
	Iteration 61Q: 3 clusters Score -319230.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -319244.843750 Penalty: 3974.453857
	Iteration 62Q: 3 clusters Score -319244.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -319254.781250 Penalty: 3974.453857
	Iteration 63Q: 3 clusters Score -319254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -319261.437500 Penalty: 3974.453857
	Iteration 64Q: 3 clusters Score -319261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -319265.812500 Penalty: 3974.453857
	Iteration 65Q: 3 clusters Score -319265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -319270.156250 Penalty: 3974.453857
	Iteration 66Q: 3 clusters Score -319270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -319275.906250 Penalty: 3974.453857
	Iteration 67Q: 3 clusters Score -319275.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -319280.750000 Penalty: 3974.453857
	Iteration 68Q: 3 clusters Score -319280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -319285.531250 Penalty: 3974.453857
	Iteration 69Q: 3 clusters Score -319285.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -319292.093750 Penalty: 3974.453857
	Iteration 70Q: 3 clusters Score -319292.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -319298.312500 Penalty: 3974.453857
	Iteration 71Q: 3 clusters Score -319298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -319302.843750 Penalty: 3974.453857
	Iteration 72Q: 3 clusters Score -319302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -319305.218750 Penalty: 3974.453857
	Iteration 73Q: 3 clusters Score -319305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -319307.593750 Penalty: 3974.453857
	Iteration 74Q: 3 clusters Score -319307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -319308.843750 Penalty: 3974.453857
	Iteration 75Q: 3 clusters Score -319308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -319308.906250 Penalty: 3974.453857
	Iteration 76Q: 3 clusters Score -319308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -319310.343750 Penalty: 3974.453857
	Iteration 77Q: 3 clusters Score -319310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -319314.718750 Penalty: 3974.453857
	Iteration 78Q: 3 clusters Score -319314.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -319317.437500 Penalty: 3974.453857
	Iteration 79Q: 3 clusters Score -319317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -319318.156250 Penalty: 3974.453857
	Iteration 80F: 3 clusters Score -319318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -319318.843750 Penalty: 3974.453857
	Iteration 81Q: 3 clusters Score -319318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -319319.093750 Penalty: 3974.453857
	Iteration 82Q: 3 clusters Score -319319.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -319319.093750 Penalty: 3974.453857
	Iteration 83F: 3 clusters Score -319319.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -716211.000000 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -716211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -710757.625000 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -710757.6 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -712136.187500 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -712136.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -712350.562500 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -712350.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -712497.562500 Penalty: 4351.061035
	Iteration 3Q: 3 clusters Score -712497.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -712599.625000 Penalty: 4351.061035
	Iteration 4Q: 3 clusters Score -712599.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -712674.125000 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -712674.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -712718.812500 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -712718.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -712756.437500 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -712756.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -712786.062500 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -712786.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -712812.562500 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -712812.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -712842.312500 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -712842.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -712877.437500 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -712877.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -712924.125000 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -712924.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -712961.125000 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -712961.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -712986.000000 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -712986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -713002.187500 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -713002.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -713023.562500 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -713023.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -713037.625000 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -713037.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -713057.625000 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -713057.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -713083.625000 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -713083.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -713114.937500 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -713114.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -713158.312500 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -713158.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -713192.187500 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -713192.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -713231.687500 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -713231.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -713274.812500 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -713274.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -713327.812500 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -713327.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -713380.750000 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -713380.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -713439.500000 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -713439.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -713491.000000 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -713491 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -713543.500000 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -713543.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -713597.125000 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -713597.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -713651.812500 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -713651.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -713715.312500 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -713715.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -713788.875000 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -713788.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -713872.125000 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -713872.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -713925.625000 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -713925.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -713988.312500 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -713988.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -714045.500000 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -714045.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -714101.875000 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -714101.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -714149.187500 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -714149.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -714183.187500 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -714183.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -714205.875000 Penalty: 4351.061035
	Iteration 41Q: 3 clusters Score -714205.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -714220.687500 Penalty: 4351.061035
	Iteration 42Q: 3 clusters Score -714220.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -714232.250000 Penalty: 4351.061035
	Iteration 43Q: 3 clusters Score -714232.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -714244.500000 Penalty: 4351.061035
	Iteration 44Q: 3 clusters Score -714244.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -714250.437500 Penalty: 4351.061035
	Iteration 45Q: 3 clusters Score -714250.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -714258.687500 Penalty: 4351.061035
	Iteration 46Q: 3 clusters Score -714258.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -714266.187500 Penalty: 4351.061035
	Iteration 47Q: 3 clusters Score -714266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -714273.062500 Penalty: 4351.061035
	Iteration 48Q: 3 clusters Score -714273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -714279.562500 Penalty: 4351.061035
	Iteration 49Q: 3 clusters Score -714279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -714288.312500 Penalty: 4351.061035
	Iteration 50Q: 3 clusters Score -714288.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -714293.375000 Penalty: 4351.061035
	Iteration 51Q: 3 clusters Score -714293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -714295.437500 Penalty: 4351.061035
	Iteration 52Q: 3 clusters Score -714295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -714296.437500 Penalty: 4351.061035
	Iteration 53Q: 3 clusters Score -714296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -714296.562500 Penalty: 4351.061035
	Iteration 54Q: 3 clusters Score -714296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -714299.375000 Penalty: 4351.061035
	Iteration 55Q: 3 clusters Score -714299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -714299.375000 Penalty: 4351.061035
	Iteration 56F: 3 clusters Score -714299.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -823114.937500 Penalty: 2227.830811
	Iteration 0F: 2 clusters Score -823114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -816707.875000 Penalty: 4455.661621
	Iteration 0F: 3 clusters Score -816707.9 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -818660.312500 Penalty: 4455.661621
	Iteration 1F: 3 clusters Score -818660.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -819062.500000 Penalty: 4455.661621
	Iteration 2F: 3 clusters Score -819062.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -819333.937500 Penalty: 4455.661621
	Iteration 3F: 3 clusters Score -819333.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -819530.187500 Penalty: 4455.661621
	Iteration 4Q: 3 clusters Score -819530.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -819749.625000 Penalty: 4455.661621
	Iteration 5Q: 3 clusters Score -819749.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -819946.875000 Penalty: 4455.661621
	Iteration 6Q: 3 clusters Score -819946.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -820161.500000 Penalty: 4455.661621
	Iteration 7Q: 3 clusters Score -820161.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -820390.687500 Penalty: 4455.661621
	Iteration 8Q: 3 clusters Score -820390.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -820631.500000 Penalty: 4455.661621
	Iteration 9Q: 3 clusters Score -820631.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -820841.937500 Penalty: 4455.661621
	Iteration 10Q: 3 clusters Score -820841.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -821039.187500 Penalty: 4455.661621
	Iteration 11Q: 3 clusters Score -821039.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -821205.812500 Penalty: 4455.661621
	Iteration 12Q: 3 clusters Score -821205.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -821350.937500 Penalty: 4455.661621
	Iteration 13Q: 3 clusters Score -821350.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -821458.437500 Penalty: 4455.661621
	Iteration 14Q: 3 clusters Score -821458.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -821534.000000 Penalty: 4455.661621
	Iteration 15Q: 3 clusters Score -821534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -821586.437500 Penalty: 4455.661621
	Iteration 16Q: 3 clusters Score -821586.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -821624.375000 Penalty: 4455.661621
	Iteration 17Q: 3 clusters Score -821624.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -821656.750000 Penalty: 4455.661621
	Iteration 18Q: 3 clusters Score -821656.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -821678.437500 Penalty: 4455.661621
	Iteration 19Q: 3 clusters Score -821678.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -821692.500000 Penalty: 4455.661621
	Iteration 20F: 3 clusters Score -821692.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -821702.187500 Penalty: 4455.661621
	Iteration 21Q: 3 clusters Score -821702.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -821707.187500 Penalty: 4455.661621
	Iteration 22Q: 3 clusters Score -821707.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -821710.437500 Penalty: 4455.661621
	Iteration 23Q: 3 clusters Score -821710.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -821715.125000 Penalty: 4455.661621
	Iteration 24Q: 3 clusters Score -821715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -821717.250000 Penalty: 4455.661621
	Iteration 25Q: 3 clusters Score -821717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -821716.625000 Penalty: 4455.661621
	Iteration 26Q: 3 clusters Score -821716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -821717.312500 Penalty: 4455.661621
	Iteration 27Q: 3 clusters Score -821717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -821718.750000 Penalty: 4455.661621
	Iteration 28Q: 3 clusters Score -821718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -821720.375000 Penalty: 4455.661621
	Iteration 29Q: 3 clusters Score -821720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -821720.125000 Penalty: 4455.661621
	Iteration 30Q: 3 clusters Score -821720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -821719.437500 Penalty: 4455.661621
	Iteration 31Q: 3 clusters Score -821719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -821720.687500 Penalty: 4455.661621
	Iteration 32Q: 3 clusters Score -821720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -821722.437500 Penalty: 4455.661621
	Iteration 33Q: 3 clusters Score -821722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -821722.500000 Penalty: 4455.661621
	Iteration 34Q: 3 clusters Score -821722.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -821723.687500 Penalty: 4455.661621
	Iteration 35Q: 3 clusters Score -821723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -821723.375000 Penalty: 4455.661621
	Iteration 36Q: 3 clusters Score -821723.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -821725.937500 Penalty: 4455.661621
	Iteration 37Q: 3 clusters Score -821725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -821726.812500 Penalty: 4455.661621
	Iteration 38Q: 3 clusters Score -821726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -821726.812500 Penalty: 4455.661621
	Iteration 39Q: 3 clusters Score -821726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -821730.375000 Penalty: 4455.661621
	Iteration 40F: 3 clusters Score -821730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -821731.625000 Penalty: 4455.661621
	Iteration 41Q: 3 clusters Score -821731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -821732.937500 Penalty: 4455.661621
	Iteration 42Q: 3 clusters Score -821732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -821732.937500 Penalty: 4455.661621
	Iteration 43F: 3 clusters Score -821732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Entering Unmasked Estep 
Score: -1267593.875000 Penalty: 2318.825439
	Iteration 0F: 2 clusters Score -1267594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1259142.250000 Penalty: 4637.650879
	Iteration 0F: 3 clusters Score -1259142 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1261530.000000 Penalty: 4637.650879
	Iteration 1F: 3 clusters Score -1261530 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1261884.875000 Penalty: 4637.650879
	Iteration 2F: 3 clusters Score -1261885 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1262157.125000 Penalty: 4637.650879
	Iteration 3Q: 3 clusters Score -1262157 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1262383.250000 Penalty: 4637.650879
	Iteration 4Q: 3 clusters Score -1262383 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1262579.625000 Penalty: 4637.650879
	Iteration 5Q: 3 clusters Score -1262580 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1262754.875000 Penalty: 4637.650879
	Iteration 6Q: 3 clusters Score -1262755 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1262904.500000 Penalty: 4637.650879
	Iteration 7Q: 3 clusters Score -1262904 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1263025.125000 Penalty: 4637.650879
	Iteration 8Q: 3 clusters Score -1263025 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1263130.500000 Penalty: 4637.650879
	Iteration 9Q: 3 clusters Score -1263130 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1263224.250000 Penalty: 4637.650879
	Iteration 10Q: 3 clusters Score -1263224 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1263298.625000 Penalty: 4637.650879
	Iteration 11Q: 3 clusters Score -1263299 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1263347.750000 Penalty: 4637.650879
	Iteration 12Q: 3 clusters Score -1263348 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1263394.500000 Penalty: 4637.650879
	Iteration 13Q: 3 clusters Score -1263394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1263428.375000 Penalty: 4637.650879
	Iteration 14Q: 3 clusters Score -1263428 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1263464.125000 Penalty: 4637.650879
	Iteration 15Q: 3 clusters Score -1263464 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1263493.500000 Penalty: 4637.650879
	Iteration 16Q: 3 clusters Score -1263494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1263524.250000 Penalty: 4637.650879
	Iteration 17Q: 3 clusters Score -1263524 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1263562.750000 Penalty: 4637.650879
	Iteration 18Q: 3 clusters Score -1263563 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1263595.750000 Penalty: 4637.650879
	Iteration 19Q: 3 clusters Score -1263596 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1263625.000000 Penalty: 4637.650879
	Iteration 20F: 3 clusters Score -1263625 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1263655.625000 Penalty: 4637.650879
	Iteration 21Q: 3 clusters Score -1263656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1263675.875000 Penalty: 4637.650879
	Iteration 22Q: 3 clusters Score -1263676 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1263709.500000 Penalty: 4637.650879
	Iteration 23Q: 3 clusters Score -1263710 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1263749.750000 Penalty: 4637.650879
	Iteration 24Q: 3 clusters Score -1263750 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1263800.500000 Penalty: 4637.650879
	Iteration 25Q: 3 clusters Score -1263800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1263841.875000 Penalty: 4637.650879
	Iteration 26Q: 3 clusters Score -1263842 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1263885.125000 Penalty: 4637.650879
	Iteration 27Q: 3 clusters Score -1263885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1263943.500000 Penalty: 4637.650879
	Iteration 28Q: 3 clusters Score -1263944 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1264011.125000 Penalty: 4637.650879
	Iteration 29Q: 3 clusters Score -1264011 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1264093.625000 Penalty: 4637.650879
	Iteration 30Q: 3 clusters Score -1264094 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1264191.625000 Penalty: 4637.650879
	Iteration 31Q: 3 clusters Score -1264192 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1264292.375000 Penalty: 4637.650879
	Iteration 32Q: 3 clusters Score -1264292 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1264405.125000 Penalty: 4637.650879
	Iteration 33Q: 3 clusters Score -1264405 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1264542.250000 Penalty: 4637.650879
	Iteration 34Q: 3 clusters Score -1264542 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1264675.875000 Penalty: 4637.650879
	Iteration 35Q: 3 clusters Score -1264676 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1264797.875000 Penalty: 4637.650879
	Iteration 36Q: 3 clusters Score -1264798 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1264929.000000 Penalty: 4637.650879
	Iteration 37Q: 3 clusters Score -1264929 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1265050.125000 Penalty: 4637.650879
	Iteration 38Q: 3 clusters Score -1265050 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1265163.750000 Penalty: 4637.650879
	Iteration 39Q: 3 clusters Score -1265164 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1265255.125000 Penalty: 4637.650879
	Iteration 40F: 3 clusters Score -1265255 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1265321.500000 Penalty: 4637.650879
	Iteration 41Q: 3 clusters Score -1265322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1265370.000000 Penalty: 4637.650879
	Iteration 42Q: 3 clusters Score -1265370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1265420.250000 Penalty: 4637.650879
	Iteration 43Q: 3 clusters Score -1265420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1265460.375000 Penalty: 4637.650879
	Iteration 44Q: 3 clusters Score -1265460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1265493.625000 Penalty: 4637.650879
	Iteration 45Q: 3 clusters Score -1265494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1265518.000000 Penalty: 4637.650879
	Iteration 46Q: 3 clusters Score -1265518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1265540.750000 Penalty: 4637.650879
	Iteration 47Q: 3 clusters Score -1265541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1265562.625000 Penalty: 4637.650879
	Iteration 48Q: 3 clusters Score -1265563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1265580.625000 Penalty: 4637.650879
	Iteration 49Q: 3 clusters Score -1265581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1265608.750000 Penalty: 4637.650879
	Iteration 50Q: 3 clusters Score -1265609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1265624.625000 Penalty: 4637.650879
	Iteration 51Q: 3 clusters Score -1265625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1265641.000000 Penalty: 4637.650879
	Iteration 52Q: 3 clusters Score -1265641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1265654.000000 Penalty: 4637.650879
	Iteration 53Q: 3 clusters Score -1265654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1265660.625000 Penalty: 4637.650879
	Iteration 54Q: 3 clusters Score -1265661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1265668.375000 Penalty: 4637.650879
	Iteration 55Q: 3 clusters Score -1265668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1265680.125000 Penalty: 4637.650879
	Iteration 56Q: 3 clusters Score -1265680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1265693.875000 Penalty: 4637.650879
	Iteration 57Q: 3 clusters Score -1265694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1265701.500000 Penalty: 4637.650879
	Iteration 58Q: 3 clusters Score -1265702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1265704.875000 Penalty: 4637.650879
	Iteration 59Q: 3 clusters Score -1265705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1265706.625000 Penalty: 4637.650879
	Iteration 60F: 3 clusters Score -1265707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1265706.500000 Penalty: 4637.650879
	Iteration 61Q: 3 clusters Score -1265706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1265706.500000 Penalty: 4637.650879
	Iteration 62Q: 3 clusters Score -1265706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1265709.250000 Penalty: 4637.650879
	Iteration 63Q: 3 clusters Score -1265709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1265709.250000 Penalty: 4637.650879
	Iteration 64F: 3 clusters Score -1265709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Entering Unmasked Estep 
Score: -1110766.125000 Penalty: 2291.302246
	Iteration 0F: 2 clusters Score -1110766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1102883.875000 Penalty: 4582.604492
	Iteration 0F: 3 clusters Score -1102884 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1105201.125000 Penalty: 4582.604492
	Iteration 1F: 3 clusters Score -1105201 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1105509.750000 Penalty: 4582.604492
	Iteration 2F: 3 clusters Score -1105510 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1105718.125000 Penalty: 4582.604492
	Iteration 3Q: 3 clusters Score -1105718 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1105896.125000 Penalty: 4582.604492
	Iteration 4Q: 3 clusters Score -1105896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1106064.750000 Penalty: 4582.604492
	Iteration 5Q: 3 clusters Score -1106065 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1106243.500000 Penalty: 4582.604492
	Iteration 6Q: 3 clusters Score -1106244 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1106442.875000 Penalty: 4582.604492
	Iteration 7Q: 3 clusters Score -1106443 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1106650.750000 Penalty: 4582.604492
	Iteration 8Q: 3 clusters Score -1106651 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1106895.875000 Penalty: 4582.604492
	Iteration 9Q: 3 clusters Score -1106896 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1107185.250000 Penalty: 4582.604492
	Iteration 10Q: 3 clusters Score -1107185 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1107488.250000 Penalty: 4582.604492
	Iteration 11Q: 3 clusters Score -1107488 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1107802.625000 Penalty: 4582.604492
	Iteration 12Q: 3 clusters Score -1107803 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1108071.500000 Penalty: 4582.604492
	Iteration 13Q: 3 clusters Score -1108072 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1108304.125000 Penalty: 4582.604492
	Iteration 14Q: 3 clusters Score -1108304 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1108478.125000 Penalty: 4582.604492
	Iteration 15Q: 3 clusters Score -1108478 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1108611.500000 Penalty: 4582.604492
	Iteration 16Q: 3 clusters Score -1108612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1108706.000000 Penalty: 4582.604492
	Iteration 17Q: 3 clusters Score -1108706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1108776.375000 Penalty: 4582.604492
	Iteration 18Q: 3 clusters Score -1108776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1108820.500000 Penalty: 4582.604492
	Iteration 19Q: 3 clusters Score -1108820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1108860.250000 Penalty: 4582.604492
	Iteration 20F: 3 clusters Score -1108860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1108883.625000 Penalty: 4582.604492
	Iteration 21Q: 3 clusters Score -1108884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1108898.375000 Penalty: 4582.604492
	Iteration 22Q: 3 clusters Score -1108898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1108903.750000 Penalty: 4582.604492
	Iteration 23Q: 3 clusters Score -1108904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1108907.750000 Penalty: 4582.604492
	Iteration 24Q: 3 clusters Score -1108908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1108909.875000 Penalty: 4582.604492
	Iteration 25Q: 3 clusters Score -1108910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1108914.750000 Penalty: 4582.604492
	Iteration 26Q: 3 clusters Score -1108915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1108913.000000 Penalty: 4582.604492
	Iteration 27Q: 3 clusters Score -1108913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1108914.625000 Penalty: 4582.604492
	Iteration 28Q: 3 clusters Score -1108915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1108917.500000 Penalty: 4582.604492
	Iteration 29Q: 3 clusters Score -1108918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1108921.625000 Penalty: 4582.604492
	Iteration 30Q: 3 clusters Score -1108922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1108923.250000 Penalty: 4582.604492
	Iteration 31Q: 3 clusters Score -1108923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1108922.875000 Penalty: 4582.604492
	Iteration 32Q: 3 clusters Score -1108923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1108922.875000 Penalty: 4582.604492
	Iteration 33F: 3 clusters Score -1108923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -472607.812500 Penalty: 2084.974365
	Iteration 0F: 2 clusters Score -472607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -468443.093750 Penalty: 4169.948730
	Iteration 0F: 3 clusters Score -468443.1 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -469432.687500 Penalty: 4169.948730
	Iteration 1F: 3 clusters Score -469432.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -469706.343750 Penalty: 4169.948730
	Iteration 2F: 3 clusters Score -469706.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -469960.843750 Penalty: 4169.948730
	Iteration 3F: 3 clusters Score -469960.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -470222.000000 Penalty: 4169.948730
	Iteration 4F: 3 clusters Score -470222 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -470534.250000 Penalty: 4169.948730
	Iteration 5F: 3 clusters Score -470534.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -470881.656250 Penalty: 4169.948730
	Iteration 6F: 3 clusters Score -470881.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -471243.406250 Penalty: 4169.948730
	Iteration 7F: 3 clusters Score -471243.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -471552.281250 Penalty: 4169.948730
	Iteration 8F: 3 clusters Score -471552.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -471753.343750 Penalty: 4169.948730
	Iteration 9Q: 3 clusters Score -471753.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -471869.625000 Penalty: 4169.948730
	Iteration 10Q: 3 clusters Score -471869.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -471921.062500 Penalty: 4169.948730
	Iteration 11Q: 3 clusters Score -471921.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -471947.718750 Penalty: 4169.948730
	Iteration 12Q: 3 clusters Score -471947.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -471964.406250 Penalty: 4169.948730
	Iteration 13Q: 3 clusters Score -471964.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -471978.937500 Penalty: 4169.948730
	Iteration 14Q: 3 clusters Score -471978.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -471988.593750 Penalty: 4169.948730
	Iteration 15Q: 3 clusters Score -471988.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -471996.156250 Penalty: 4169.948730
	Iteration 16Q: 3 clusters Score -471996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -471997.875000 Penalty: 4169.948730
	Iteration 17Q: 3 clusters Score -471997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -471999.906250 Penalty: 4169.948730
	Iteration 18Q: 3 clusters Score -471999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -472001.687500 Penalty: 4169.948730
	Iteration 19Q: 3 clusters Score -472001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -472003.000000 Penalty: 4169.948730
	Iteration 20F: 3 clusters Score -472003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -472004.093750 Penalty: 4169.948730
	Iteration 21Q: 3 clusters Score -472004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -472004.281250 Penalty: 4169.948730
	Iteration 22Q: 3 clusters Score -472004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -472006.531250 Penalty: 4169.948730
	Iteration 23Q: 3 clusters Score -472006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -472007.312500 Penalty: 4169.948730
	Iteration 24Q: 3 clusters Score -472007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -472008.250000 Penalty: 4169.948730
	Iteration 25Q: 3 clusters Score -472008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -472008.218750 Penalty: 4169.948730
	Iteration 26Q: 3 clusters Score -472008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -472009.031250 Penalty: 4169.948730
	Iteration 27Q: 3 clusters Score -472009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -472008.750000 Penalty: 4169.948730
	Iteration 28Q: 3 clusters Score -472008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -472008.593750 Penalty: 4169.948730
	Iteration 29Q: 3 clusters Score -472008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -472008.593750 Penalty: 4169.948730
	Iteration 30F: 3 clusters Score -472008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Entering Unmasked Estep 
Score: -1386930.375000 Penalty: 2337.871826
	Iteration 0F: 2 clusters Score -1386930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1377772.625000 Penalty: 4675.743652
	Iteration 0F: 3 clusters Score -1377773 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1380614.875000 Penalty: 4675.743652
	Iteration 1F: 3 clusters Score -1380615 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1380913.250000 Penalty: 4675.743652
	Iteration 2F: 3 clusters Score -1380913 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1381135.625000 Penalty: 4675.743652
	Iteration 3Q: 3 clusters Score -1381136 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1381307.375000 Penalty: 4675.743652
	Iteration 4Q: 3 clusters Score -1381307 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1381451.250000 Penalty: 4675.743652
	Iteration 5Q: 3 clusters Score -1381451 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1381577.125000 Penalty: 4675.743652
	Iteration 6Q: 3 clusters Score -1381577 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1381696.250000 Penalty: 4675.743652
	Iteration 7Q: 3 clusters Score -1381696 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1381800.250000 Penalty: 4675.743652
	Iteration 8Q: 3 clusters Score -1381800 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1381901.000000 Penalty: 4675.743652
	Iteration 9Q: 3 clusters Score -1381901 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1382033.625000 Penalty: 4675.743652
	Iteration 10Q: 3 clusters Score -1382034 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1382189.500000 Penalty: 4675.743652
	Iteration 11Q: 3 clusters Score -1382190 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1382376.000000 Penalty: 4675.743652
	Iteration 12Q: 3 clusters Score -1382376 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1382575.625000 Penalty: 4675.743652
	Iteration 13Q: 3 clusters Score -1382576 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1382805.375000 Penalty: 4675.743652
	Iteration 14Q: 3 clusters Score -1382805 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1383002.375000 Penalty: 4675.743652
	Iteration 15Q: 3 clusters Score -1383002 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1383197.750000 Penalty: 4675.743652
	Iteration 16Q: 3 clusters Score -1383198 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1383408.750000 Penalty: 4675.743652
	Iteration 17Q: 3 clusters Score -1383409 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1383610.375000 Penalty: 4675.743652
	Iteration 18Q: 3 clusters Score -1383610 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1383769.125000 Penalty: 4675.743652
	Iteration 19Q: 3 clusters Score -1383769 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1383894.375000 Penalty: 4675.743652
	Iteration 20F: 3 clusters Score -1383894 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1383999.000000 Penalty: 4675.743652
	Iteration 21Q: 3 clusters Score -1383999 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1384078.500000 Penalty: 4675.743652
	Iteration 22Q: 3 clusters Score -1384078 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1384140.750000 Penalty: 4675.743652
	Iteration 23Q: 3 clusters Score -1384141 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1384205.125000 Penalty: 4675.743652
	Iteration 24Q: 3 clusters Score -1384205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1384260.000000 Penalty: 4675.743652
	Iteration 25Q: 3 clusters Score -1384260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1384292.500000 Penalty: 4675.743652
	Iteration 26Q: 3 clusters Score -1384292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1384325.500000 Penalty: 4675.743652
	Iteration 27Q: 3 clusters Score -1384326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1384364.750000 Penalty: 4675.743652
	Iteration 28Q: 3 clusters Score -1384365 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1384396.250000 Penalty: 4675.743652
	Iteration 29Q: 3 clusters Score -1384396 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1384428.375000 Penalty: 4675.743652
	Iteration 30Q: 3 clusters Score -1384428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1384463.500000 Penalty: 4675.743652
	Iteration 31Q: 3 clusters Score -1384464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1384492.500000 Penalty: 4675.743652
	Iteration 32Q: 3 clusters Score -1384492 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1384524.375000 Penalty: 4675.743652
	Iteration 33Q: 3 clusters Score -1384524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1384549.375000 Penalty: 4675.743652
	Iteration 34Q: 3 clusters Score -1384549 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1384580.750000 Penalty: 4675.743652
	Iteration 35Q: 3 clusters Score -1384581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1384604.375000 Penalty: 4675.743652
	Iteration 36Q: 3 clusters Score -1384604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1384624.875000 Penalty: 4675.743652
	Iteration 37Q: 3 clusters Score -1384625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1384644.000000 Penalty: 4675.743652
	Iteration 38Q: 3 clusters Score -1384644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1384664.250000 Penalty: 4675.743652
	Iteration 39Q: 3 clusters Score -1384664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1384686.875000 Penalty: 4675.743652
	Iteration 40F: 3 clusters Score -1384687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1384712.625000 Penalty: 4675.743652
	Iteration 41Q: 3 clusters Score -1384713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1384725.125000 Penalty: 4675.743652
	Iteration 42Q: 3 clusters Score -1384725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1384744.125000 Penalty: 4675.743652
	Iteration 43Q: 3 clusters Score -1384744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1384763.625000 Penalty: 4675.743652
	Iteration 44Q: 3 clusters Score -1384764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1384784.625000 Penalty: 4675.743652
	Iteration 45Q: 3 clusters Score -1384785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1384802.625000 Penalty: 4675.743652
	Iteration 46Q: 3 clusters Score -1384803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1384824.000000 Penalty: 4675.743652
	Iteration 47Q: 3 clusters Score -1384824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1384832.500000 Penalty: 4675.743652
	Iteration 48Q: 3 clusters Score -1384832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1384845.625000 Penalty: 4675.743652
	Iteration 49Q: 3 clusters Score -1384846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1384855.875000 Penalty: 4675.743652
	Iteration 50Q: 3 clusters Score -1384856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1384868.750000 Penalty: 4675.743652
	Iteration 51Q: 3 clusters Score -1384869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1384885.875000 Penalty: 4675.743652
	Iteration 52Q: 3 clusters Score -1384886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1384899.750000 Penalty: 4675.743652
	Iteration 53Q: 3 clusters Score -1384900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1384923.750000 Penalty: 4675.743652
	Iteration 54Q: 3 clusters Score -1384924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1384937.000000 Penalty: 4675.743652
	Iteration 55Q: 3 clusters Score -1384937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1384956.625000 Penalty: 4675.743652
	Iteration 56Q: 3 clusters Score -1384957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1384985.500000 Penalty: 4675.743652
	Iteration 57Q: 3 clusters Score -1384986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1385014.500000 Penalty: 4675.743652
	Iteration 58Q: 3 clusters Score -1385014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1385043.750000 Penalty: 4675.743652
	Iteration 59Q: 3 clusters Score -1385044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1385074.625000 Penalty: 4675.743652
	Iteration 60F: 3 clusters Score -1385075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1385104.875000 Penalty: 4675.743652
	Iteration 61Q: 3 clusters Score -1385105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1385139.500000 Penalty: 4675.743652
	Iteration 62Q: 3 clusters Score -1385140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1385167.625000 Penalty: 4675.743652
	Iteration 63Q: 3 clusters Score -1385168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1385193.875000 Penalty: 4675.743652
	Iteration 64Q: 3 clusters Score -1385194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1385212.250000 Penalty: 4675.743652
	Iteration 65Q: 3 clusters Score -1385212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1385232.750000 Penalty: 4675.743652
	Iteration 66Q: 3 clusters Score -1385233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1385241.000000 Penalty: 4675.743652
	Iteration 67Q: 3 clusters Score -1385241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1385257.375000 Penalty: 4675.743652
	Iteration 68Q: 3 clusters Score -1385257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1385269.250000 Penalty: 4675.743652
	Iteration 69Q: 3 clusters Score -1385269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1385279.375000 Penalty: 4675.743652
	Iteration 70Q: 3 clusters Score -1385279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1385284.875000 Penalty: 4675.743652
	Iteration 71Q: 3 clusters Score -1385285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1385287.125000 Penalty: 4675.743652
	Iteration 72Q: 3 clusters Score -1385287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1385288.750000 Penalty: 4675.743652
	Iteration 73Q: 3 clusters Score -1385289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1385290.625000 Penalty: 4675.743652
	Iteration 74Q: 3 clusters Score -1385291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1385287.500000 Penalty: 4675.743652
	Iteration 75Q: 3 clusters Score -1385288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1385296.250000 Penalty: 4675.743652
	Iteration 76Q: 3 clusters Score -1385296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1385299.625000 Penalty: 4675.743652
	Iteration 77Q: 3 clusters Score -1385300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1385302.125000 Penalty: 4675.743652
	Iteration 78Q: 3 clusters Score -1385302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1385307.875000 Penalty: 4675.743652
	Iteration 79Q: 3 clusters Score -1385308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1385308.250000 Penalty: 4675.743652
	Iteration 80F: 3 clusters Score -1385308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1385308.875000 Penalty: 4675.743652
	Iteration 81Q: 3 clusters Score -1385309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1385310.750000 Penalty: 4675.743652
	Iteration 82Q: 3 clusters Score -1385311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1385312.500000 Penalty: 4675.743652
	Iteration 83Q: 3 clusters Score -1385312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1385313.750000 Penalty: 4675.743652
	Iteration 84Q: 3 clusters Score -1385314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1385319.500000 Penalty: 4675.743652
	Iteration 85Q: 3 clusters Score -1385320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1385324.625000 Penalty: 4675.743652
	Iteration 86Q: 3 clusters Score -1385325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1385329.500000 Penalty: 4675.743652
	Iteration 87Q: 3 clusters Score -1385330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1385334.750000 Penalty: 4675.743652
	Iteration 88Q: 3 clusters Score -1385335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1385340.750000 Penalty: 4675.743652
	Iteration 89Q: 3 clusters Score -1385341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1385341.250000 Penalty: 4675.743652
	Iteration 90Q: 3 clusters Score -1385341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1385341.125000 Penalty: 4675.743652
	Iteration 91Q: 3 clusters Score -1385341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1385350.375000 Penalty: 4675.743652
	Iteration 92Q: 3 clusters Score -1385350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1385355.250000 Penalty: 4675.743652
	Iteration 93Q: 3 clusters Score -1385355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1385353.375000 Penalty: 4675.743652
	Iteration 94Q: 3 clusters Score -1385353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1385355.875000 Penalty: 4675.743652
	Iteration 95Q: 3 clusters Score -1385356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1385359.625000 Penalty: 4675.743652
	Iteration 96Q: 3 clusters Score -1385360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1385362.625000 Penalty: 4675.743652
	Iteration 97Q: 3 clusters Score -1385363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1385366.000000 Penalty: 4675.743652
	Iteration 98Q: 3 clusters Score -1385366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1385368.375000 Penalty: 4675.743652
	Iteration 99Q: 3 clusters Score -1385368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1385373.500000 Penalty: 4675.743652
	Iteration 100F: 3 clusters Score -1385374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1385375.375000 Penalty: 4675.743652
	Iteration 101Q: 3 clusters Score -1385375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1385377.125000 Penalty: 4675.743652
	Iteration 102Q: 3 clusters Score -1385377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1385379.500000 Penalty: 4675.743652
	Iteration 103Q: 3 clusters Score -1385380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1385381.375000 Penalty: 4675.743652
	Iteration 104Q: 3 clusters Score -1385381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1385383.000000 Penalty: 4675.743652
	Iteration 105Q: 3 clusters Score -1385383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1385384.250000 Penalty: 4675.743652
	Iteration 106Q: 3 clusters Score -1385384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1385382.125000 Penalty: 4675.743652
	Iteration 107Q: 3 clusters Score -1385382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1385381.125000 Penalty: 4675.743652
	Iteration 108Q: 3 clusters Score -1385381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1385382.000000 Penalty: 4675.743652
	Iteration 109Q: 3 clusters Score -1385382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1385382.375000 Penalty: 4675.743652
	Iteration 110Q: 3 clusters Score -1385382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1385382.000000 Penalty: 4675.743652
	Iteration 111Q: 3 clusters Score -1385382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1385382.000000 Penalty: 4675.743652
	Iteration 112Q: 3 clusters Score -1385382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1385382.750000 Penalty: 4675.743652
	Iteration 113Q: 3 clusters Score -1385383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1385383.500000 Penalty: 4675.743652
	Iteration 114Q: 3 clusters Score -1385384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1385387.625000 Penalty: 4675.743652
	Iteration 115Q: 3 clusters Score -1385388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1385389.625000 Penalty: 4675.743652
	Iteration 116Q: 3 clusters Score -1385390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1385392.250000 Penalty: 4675.743652
	Iteration 117Q: 3 clusters Score -1385392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1385393.375000 Penalty: 4675.743652
	Iteration 118Q: 3 clusters Score -1385393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1385399.125000 Penalty: 4675.743652
	Iteration 119Q: 3 clusters Score -1385399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1385401.625000 Penalty: 4675.743652
	Iteration 120F: 3 clusters Score -1385402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1385402.750000 Penalty: 4675.743652
	Iteration 121Q: 3 clusters Score -1385403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1385402.375000 Penalty: 4675.743652
	Iteration 122Q: 3 clusters Score -1385402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1385399.125000 Penalty: 4675.743652
	Iteration 123Q: 3 clusters Score -1385399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1385403.750000 Penalty: 4675.743652
	Iteration 124Q: 3 clusters Score -1385404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1385401.250000 Penalty: 4675.743652
	Iteration 125Q: 3 clusters Score -1385401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1385403.750000 Penalty: 4675.743652
	Iteration 126Q: 3 clusters Score -1385404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1385405.125000 Penalty: 4675.743652
	Iteration 127Q: 3 clusters Score -1385405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1385407.125000 Penalty: 4675.743652
	Iteration 128Q: 3 clusters Score -1385407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1385408.750000 Penalty: 4675.743652
	Iteration 129Q: 3 clusters Score -1385409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1385411.375000 Penalty: 4675.743652
	Iteration 130Q: 3 clusters Score -1385411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1385410.750000 Penalty: 4675.743652
	Iteration 131Q: 3 clusters Score -1385411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1385410.625000 Penalty: 4675.743652
	Iteration 132Q: 3 clusters Score -1385411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1385411.125000 Penalty: 4675.743652
	Iteration 133Q: 3 clusters Score -1385411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1385410.250000 Penalty: 4675.743652
	Iteration 134Q: 3 clusters Score -1385410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1385412.000000 Penalty: 4675.743652
	Iteration 135Q: 3 clusters Score -1385412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1385412.000000 Penalty: 4675.743652
	Iteration 136Q: 3 clusters Score -1385412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1385412.000000 Penalty: 4675.743652
	Iteration 137F: 3 clusters Score -1385412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Entering Unmasked Estep 
Score: -1730600.250000 Penalty: 2384.785889
	Iteration 0F: 2 clusters Score -1730600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1719738.125000 Penalty: 4769.571777
	Iteration 0F: 3 clusters Score -1719738 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1723015.500000 Penalty: 4769.571777
	Iteration 1F: 3 clusters Score -1723016 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1723377.250000 Penalty: 4769.571777
	Iteration 2F: 3 clusters Score -1723377 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1723696.250000 Penalty: 4769.571777
	Iteration 3Q: 3 clusters Score -1723696 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1723974.500000 Penalty: 4769.571777
	Iteration 4Q: 3 clusters Score -1723974 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1724243.750000 Penalty: 4769.571777
	Iteration 5Q: 3 clusters Score -1724244 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1724485.875000 Penalty: 4769.571777
	Iteration 6Q: 3 clusters Score -1724486 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1724718.125000 Penalty: 4769.571777
	Iteration 7Q: 3 clusters Score -1724718 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1724950.250000 Penalty: 4769.571777
	Iteration 8Q: 3 clusters Score -1724950 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1725173.250000 Penalty: 4769.571777
	Iteration 9Q: 3 clusters Score -1725173 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1725409.375000 Penalty: 4769.571777
	Iteration 10Q: 3 clusters Score -1725409 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1725628.375000 Penalty: 4769.571777
	Iteration 11Q: 3 clusters Score -1725628 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1725830.375000 Penalty: 4769.571777
	Iteration 12Q: 3 clusters Score -1725830 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1726035.375000 Penalty: 4769.571777
	Iteration 13Q: 3 clusters Score -1726035 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1726306.250000 Penalty: 4769.571777
	Iteration 14Q: 3 clusters Score -1726306 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1726638.375000 Penalty: 4769.571777
	Iteration 15Q: 3 clusters Score -1726638 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1727015.625000 Penalty: 4769.571777
	Iteration 16Q: 3 clusters Score -1727016 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1727388.375000 Penalty: 4769.571777
	Iteration 17Q: 3 clusters Score -1727388 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1727721.375000 Penalty: 4769.571777
	Iteration 18Q: 3 clusters Score -1727721 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1727982.250000 Penalty: 4769.571777
	Iteration 19Q: 3 clusters Score -1727982 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1728168.000000 Penalty: 4769.571777
	Iteration 20F: 3 clusters Score -1728168 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1728305.500000 Penalty: 4769.571777
	Iteration 21Q: 3 clusters Score -1728306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1728386.125000 Penalty: 4769.571777
	Iteration 22Q: 3 clusters Score -1728386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1728440.250000 Penalty: 4769.571777
	Iteration 23Q: 3 clusters Score -1728440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1728478.250000 Penalty: 4769.571777
	Iteration 24Q: 3 clusters Score -1728478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1728503.750000 Penalty: 4769.571777
	Iteration 25Q: 3 clusters Score -1728504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1728527.250000 Penalty: 4769.571777
	Iteration 26Q: 3 clusters Score -1728527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1728537.250000 Penalty: 4769.571777
	Iteration 27Q: 3 clusters Score -1728537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1728546.875000 Penalty: 4769.571777
	Iteration 28Q: 3 clusters Score -1728547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1728556.500000 Penalty: 4769.571777
	Iteration 29Q: 3 clusters Score -1728556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1728563.875000 Penalty: 4769.571777
	Iteration 30Q: 3 clusters Score -1728564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1728567.125000 Penalty: 4769.571777
	Iteration 31Q: 3 clusters Score -1728567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1728573.250000 Penalty: 4769.571777
	Iteration 32Q: 3 clusters Score -1728573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1728574.125000 Penalty: 4769.571777
	Iteration 33Q: 3 clusters Score -1728574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1728576.250000 Penalty: 4769.571777
	Iteration 34Q: 3 clusters Score -1728576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1728577.000000 Penalty: 4769.571777
	Iteration 35Q: 3 clusters Score -1728577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1728580.000000 Penalty: 4769.571777
	Iteration 36Q: 3 clusters Score -1728580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1728580.000000 Penalty: 4769.571777
	Iteration 37F: 3 clusters Score -1728580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Entering Unmasked Estep 
Score: -1030183.500000 Penalty: 2271.365479
	Iteration 0F: 2 clusters Score -1030184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1022855.937500 Penalty: 4542.730957
	Iteration 0F: 3 clusters Score -1022856 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1025138.312500 Penalty: 4542.730957
	Iteration 1F: 3 clusters Score -1025138 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1025533.000000 Penalty: 4542.730957
	Iteration 2F: 3 clusters Score -1025533 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1025946.937500 Penalty: 4542.730957
	Iteration 3F: 3 clusters Score -1025947 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1026430.125000 Penalty: 4542.730957
	Iteration 4F: 3 clusters Score -1026430 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1026950.062500 Penalty: 4542.730957
	Iteration 5F: 3 clusters Score -1026950 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1027449.062500 Penalty: 4542.730957
	Iteration 6F: 3 clusters Score -1027449 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1027854.812500 Penalty: 4542.730957
	Iteration 7F: 3 clusters Score -1027855 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1028147.437500 Penalty: 4542.730957
	Iteration 8Q: 3 clusters Score -1028147 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1028336.187500 Penalty: 4542.730957
	Iteration 9Q: 3 clusters Score -1028336 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1028477.875000 Penalty: 4542.730957
	Iteration 10Q: 3 clusters Score -1028478 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1028607.937500 Penalty: 4542.730957
	Iteration 11Q: 3 clusters Score -1028608 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1028726.375000 Penalty: 4542.730957
	Iteration 12Q: 3 clusters Score -1028726 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1028832.562500 Penalty: 4542.730957
	Iteration 13Q: 3 clusters Score -1028833 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1028935.687500 Penalty: 4542.730957
	Iteration 14Q: 3 clusters Score -1028936 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1029035.500000 Penalty: 4542.730957
	Iteration 15Q: 3 clusters Score -1029036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1029122.250000 Penalty: 4542.730957
	Iteration 16Q: 3 clusters Score -1029122 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1029193.250000 Penalty: 4542.730957
	Iteration 17Q: 3 clusters Score -1029193 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1029250.562500 Penalty: 4542.730957
	Iteration 18Q: 3 clusters Score -1029251 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1029285.437500 Penalty: 4542.730957
	Iteration 19Q: 3 clusters Score -1029285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1029316.250000 Penalty: 4542.730957
	Iteration 20F: 3 clusters Score -1029316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1029331.875000 Penalty: 4542.730957
	Iteration 21Q: 3 clusters Score -1029332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1029350.125000 Penalty: 4542.730957
	Iteration 22Q: 3 clusters Score -1029350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1029361.000000 Penalty: 4542.730957
	Iteration 23Q: 3 clusters Score -1029361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1029374.187500 Penalty: 4542.730957
	Iteration 24Q: 3 clusters Score -1029374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1029380.812500 Penalty: 4542.730957
	Iteration 25Q: 3 clusters Score -1029381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1029385.312500 Penalty: 4542.730957
	Iteration 26Q: 3 clusters Score -1029385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1029388.187500 Penalty: 4542.730957
	Iteration 27Q: 3 clusters Score -1029388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1029393.000000 Penalty: 4542.730957
	Iteration 28Q: 3 clusters Score -1029393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1029389.187500 Penalty: 4542.730957
	Iteration 29Q: 3 clusters Score -1029389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1029389.750000 Penalty: 4542.730957
	Iteration 30Q: 3 clusters Score -1029390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1029390.187500 Penalty: 4542.730957
	Iteration 31Q: 3 clusters Score -1029390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1029390.187500 Penalty: 4542.730957
	Iteration 32F: 3 clusters Score -1029390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -346468.156250 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -346468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -343125.750000 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -343125.8 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -343838.812500 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -343838.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -344015.156250 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -344015.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -344121.718750 Penalty: 3995.358154
	Iteration 3Q: 3 clusters Score -344121.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -344188.468750 Penalty: 3995.358154
	Iteration 4Q: 3 clusters Score -344188.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -344243.406250 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -344243.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -344296.906250 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -344296.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -344355.062500 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -344355.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -344403.968750 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -344404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -344447.093750 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -344447.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -344476.093750 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -344476.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -344505.343750 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -344505.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -344530.656250 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -344530.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -344552.906250 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -344552.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -344568.937500 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -344568.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -344589.187500 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -344589.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -344604.343750 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -344604.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -344612.687500 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -344612.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -344619.218750 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -344619.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -344625.687500 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -344625.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -344632.718750 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -344632.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -344639.156250 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -344639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -344644.093750 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -344644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -344648.281250 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -344648.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -344655.531250 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -344655.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -344662.343750 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -344662.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -344669.750000 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -344669.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -344678.812500 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -344678.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -344685.562500 Penalty: 3995.358154
	Iteration 28Q: 3 clusters Score -344685.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -344689.312500 Penalty: 3995.358154
	Iteration 29Q: 3 clusters Score -344689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -344692.031250 Penalty: 3995.358154
	Iteration 30Q: 3 clusters Score -344692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -344694.593750 Penalty: 3995.358154
	Iteration 31Q: 3 clusters Score -344694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -344696.437500 Penalty: 3995.358154
	Iteration 32Q: 3 clusters Score -344696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -344698.593750 Penalty: 3995.358154
	Iteration 33Q: 3 clusters Score -344698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -344702.906250 Penalty: 3995.358154
	Iteration 34Q: 3 clusters Score -344702.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -344710.187500 Penalty: 3995.358154
	Iteration 35Q: 3 clusters Score -344710.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -344715.625000 Penalty: 3995.358154
	Iteration 36Q: 3 clusters Score -344715.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -344721.062500 Penalty: 3995.358154
	Iteration 37Q: 3 clusters Score -344721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -344724.656250 Penalty: 3995.358154
	Iteration 38Q: 3 clusters Score -344724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -344726.500000 Penalty: 3995.358154
	Iteration 39Q: 3 clusters Score -344726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -344726.750000 Penalty: 3995.358154
	Iteration 40F: 3 clusters Score -344726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -344727.781250 Penalty: 3995.358154
	Iteration 41Q: 3 clusters Score -344727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -344727.937500 Penalty: 3995.358154
	Iteration 42Q: 3 clusters Score -344727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -344729.031250 Penalty: 3995.358154
	Iteration 43Q: 3 clusters Score -344729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -344730.250000 Penalty: 3995.358154
	Iteration 44Q: 3 clusters Score -344730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -344731.218750 Penalty: 3995.358154
	Iteration 45Q: 3 clusters Score -344731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -344731.125000 Penalty: 3995.358154
	Iteration 46Q: 3 clusters Score -344731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -344732.093750 Penalty: 3995.358154
	Iteration 47Q: 3 clusters Score -344732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -344732.781250 Penalty: 3995.358154
	Iteration 48Q: 3 clusters Score -344732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -344732.781250 Penalty: 3995.358154
	Iteration 49F: 3 clusters Score -344732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Entering Unmasked Estep 
Score: -1037038.812500 Penalty: 2277.121338
	Iteration 0F: 2 clusters Score -1037039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1029590.500000 Penalty: 4554.242676
	Iteration 0F: 3 clusters Score -1029590 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1031975.125000 Penalty: 4554.242676
	Iteration 1F: 3 clusters Score -1031975 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1032528.250000 Penalty: 4554.242676
	Iteration 2F: 3 clusters Score -1032528 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1033069.562500 Penalty: 4554.242676
	Iteration 3F: 3 clusters Score -1033070 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1033548.625000 Penalty: 4554.242676
	Iteration 4F: 3 clusters Score -1033549 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1033994.187500 Penalty: 4554.242676
	Iteration 5F: 3 clusters Score -1033994 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1034385.000000 Penalty: 4554.242676
	Iteration 6F: 3 clusters Score -1034385 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1034730.875000 Penalty: 4554.242676
	Iteration 7Q: 3 clusters Score -1034731 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1035008.875000 Penalty: 4554.242676
	Iteration 8Q: 3 clusters Score -1035009 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1035283.875000 Penalty: 4554.242676
	Iteration 9Q: 3 clusters Score -1035284 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1035520.500000 Penalty: 4554.242676
	Iteration 10Q: 3 clusters Score -1035520 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1035704.000000 Penalty: 4554.242676
	Iteration 11Q: 3 clusters Score -1035704 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1035846.562500 Penalty: 4554.242676
	Iteration 12Q: 3 clusters Score -1035847 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1035962.875000 Penalty: 4554.242676
	Iteration 13Q: 3 clusters Score -1035963 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1036054.250000 Penalty: 4554.242676
	Iteration 14Q: 3 clusters Score -1036054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1036131.062500 Penalty: 4554.242676
	Iteration 15Q: 3 clusters Score -1036131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1036180.500000 Penalty: 4554.242676
	Iteration 16Q: 3 clusters Score -1036180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1036212.750000 Penalty: 4554.242676
	Iteration 17Q: 3 clusters Score -1036213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1036234.750000 Penalty: 4554.242676
	Iteration 18Q: 3 clusters Score -1036235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1036244.562500 Penalty: 4554.242676
	Iteration 19Q: 3 clusters Score -1036245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1036253.000000 Penalty: 4554.242676
	Iteration 20F: 3 clusters Score -1036253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1036259.812500 Penalty: 4554.242676
	Iteration 21Q: 3 clusters Score -1036260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1036261.562500 Penalty: 4554.242676
	Iteration 22Q: 3 clusters Score -1036262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1036266.250000 Penalty: 4554.242676
	Iteration 23Q: 3 clusters Score -1036266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1036267.062500 Penalty: 4554.242676
	Iteration 24Q: 3 clusters Score -1036267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1036271.312500 Penalty: 4554.242676
	Iteration 25Q: 3 clusters Score -1036271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1036270.937500 Penalty: 4554.242676
	Iteration 26Q: 3 clusters Score -1036271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1036273.500000 Penalty: 4554.242676
	Iteration 27Q: 3 clusters Score -1036274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1036280.437500 Penalty: 4554.242676
	Iteration 28Q: 3 clusters Score -1036280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1036282.000000 Penalty: 4554.242676
	Iteration 29Q: 3 clusters Score -1036282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1036284.625000 Penalty: 4554.242676
	Iteration 30Q: 3 clusters Score -1036285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1036287.125000 Penalty: 4554.242676
	Iteration 31Q: 3 clusters Score -1036287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1036287.812500 Penalty: 4554.242676
	Iteration 32Q: 3 clusters Score -1036288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1036288.312500 Penalty: 4554.242676
	Iteration 33Q: 3 clusters Score -1036288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1036292.437500 Penalty: 4554.242676
	Iteration 34Q: 3 clusters Score -1036292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1036295.812500 Penalty: 4554.242676
	Iteration 35Q: 3 clusters Score -1036296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1036297.500000 Penalty: 4554.242676
	Iteration 36Q: 3 clusters Score -1036298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1036297.500000 Penalty: 4554.242676
	Iteration 37Q: 3 clusters Score -1036298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1036298.812500 Penalty: 4554.242676
	Iteration 38Q: 3 clusters Score -1036299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1036300.062500 Penalty: 4554.242676
	Iteration 39Q: 3 clusters Score -1036300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1036300.875000 Penalty: 4554.242676
	Iteration 40F: 3 clusters Score -1036301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1036300.625000 Penalty: 4554.242676
	Iteration 41Q: 3 clusters Score -1036301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1036301.437500 Penalty: 4554.242676
	Iteration 42Q: 3 clusters Score -1036301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1036301.875000 Penalty: 4554.242676
	Iteration 43Q: 3 clusters Score -1036302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1036302.000000 Penalty: 4554.242676
	Iteration 44Q: 3 clusters Score -1036302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1036301.437500 Penalty: 4554.242676
	Iteration 45Q: 3 clusters Score -1036301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1036301.750000 Penalty: 4554.242676
	Iteration 46Q: 3 clusters Score -1036302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1036301.937500 Penalty: 4554.242676
	Iteration 47Q: 3 clusters Score -1036302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1036301.937500 Penalty: 4554.242676
	Iteration 48F: 3 clusters Score -1036302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Entering Unmasked Estep 
Score: -1309990.500000 Penalty: 2333.377686
	Iteration 0F: 2 clusters Score -1309990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1300954.750000 Penalty: 4666.755371
	Iteration 0F: 3 clusters Score -1300955 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1303814.375000 Penalty: 4666.755371
	Iteration 1F: 3 clusters Score -1303814 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1304264.625000 Penalty: 4666.755371
	Iteration 2F: 3 clusters Score -1304265 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1304641.625000 Penalty: 4666.755371
	Iteration 3F: 3 clusters Score -1304642 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1305001.250000 Penalty: 4666.755371
	Iteration 4F: 3 clusters Score -1305001 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1305349.750000 Penalty: 4666.755371
	Iteration 5F: 3 clusters Score -1305350 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1305693.500000 Penalty: 4666.755371
	Iteration 6Q: 3 clusters Score -1305694 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1306021.500000 Penalty: 4666.755371
	Iteration 7Q: 3 clusters Score -1306022 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1306351.375000 Penalty: 4666.755371
	Iteration 8Q: 3 clusters Score -1306351 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1306662.625000 Penalty: 4666.755371
	Iteration 9Q: 3 clusters Score -1306663 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1306961.250000 Penalty: 4666.755371
	Iteration 10Q: 3 clusters Score -1306961 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1307250.625000 Penalty: 4666.755371
	Iteration 11Q: 3 clusters Score -1307251 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1307523.750000 Penalty: 4666.755371
	Iteration 12Q: 3 clusters Score -1307524 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1307736.625000 Penalty: 4666.755371
	Iteration 13Q: 3 clusters Score -1307737 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1307903.125000 Penalty: 4666.755371
	Iteration 14Q: 3 clusters Score -1307903 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1308007.000000 Penalty: 4666.755371
	Iteration 15Q: 3 clusters Score -1308007 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1308087.750000 Penalty: 4666.755371
	Iteration 16Q: 3 clusters Score -1308088 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1308143.875000 Penalty: 4666.755371
	Iteration 17Q: 3 clusters Score -1308144 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1308193.250000 Penalty: 4666.755371
	Iteration 18Q: 3 clusters Score -1308193 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1308237.375000 Penalty: 4666.755371
	Iteration 19Q: 3 clusters Score -1308237 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1308272.125000 Penalty: 4666.755371
	Iteration 20F: 3 clusters Score -1308272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1308309.000000 Penalty: 4666.755371
	Iteration 21Q: 3 clusters Score -1308309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1308365.125000 Penalty: 4666.755371
	Iteration 22Q: 3 clusters Score -1308365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1308408.000000 Penalty: 4666.755371
	Iteration 23Q: 3 clusters Score -1308408 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1308449.625000 Penalty: 4666.755371
	Iteration 24Q: 3 clusters Score -1308450 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1308496.500000 Penalty: 4666.755371
	Iteration 25Q: 3 clusters Score -1308496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1308532.250000 Penalty: 4666.755371
	Iteration 26Q: 3 clusters Score -1308532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1308567.750000 Penalty: 4666.755371
	Iteration 27Q: 3 clusters Score -1308568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1308589.000000 Penalty: 4666.755371
	Iteration 28Q: 3 clusters Score -1308589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1308621.000000 Penalty: 4666.755371
	Iteration 29Q: 3 clusters Score -1308621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1308649.250000 Penalty: 4666.755371
	Iteration 30Q: 3 clusters Score -1308649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1308674.375000 Penalty: 4666.755371
	Iteration 31Q: 3 clusters Score -1308674 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1308705.625000 Penalty: 4666.755371
	Iteration 32Q: 3 clusters Score -1308706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1308727.625000 Penalty: 4666.755371
	Iteration 33Q: 3 clusters Score -1308728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1308762.500000 Penalty: 4666.755371
	Iteration 34Q: 3 clusters Score -1308762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1308787.750000 Penalty: 4666.755371
	Iteration 35Q: 3 clusters Score -1308788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1308819.750000 Penalty: 4666.755371
	Iteration 36Q: 3 clusters Score -1308820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1308838.750000 Penalty: 4666.755371
	Iteration 37Q: 3 clusters Score -1308839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1308858.250000 Penalty: 4666.755371
	Iteration 38Q: 3 clusters Score -1308858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1308867.250000 Penalty: 4666.755371
	Iteration 39Q: 3 clusters Score -1308867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1308881.000000 Penalty: 4666.755371
	Iteration 40F: 3 clusters Score -1308881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1308892.625000 Penalty: 4666.755371
	Iteration 41Q: 3 clusters Score -1308893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1308909.500000 Penalty: 4666.755371
	Iteration 42Q: 3 clusters Score -1308910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1308931.375000 Penalty: 4666.755371
	Iteration 43Q: 3 clusters Score -1308931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1308944.750000 Penalty: 4666.755371
	Iteration 44Q: 3 clusters Score -1308945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1308961.875000 Penalty: 4666.755371
	Iteration 45Q: 3 clusters Score -1308962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1308987.875000 Penalty: 4666.755371
	Iteration 46Q: 3 clusters Score -1308988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1309004.500000 Penalty: 4666.755371
	Iteration 47Q: 3 clusters Score -1309004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1309022.875000 Penalty: 4666.755371
	Iteration 48Q: 3 clusters Score -1309023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1309048.250000 Penalty: 4666.755371
	Iteration 49Q: 3 clusters Score -1309048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1309081.250000 Penalty: 4666.755371
	Iteration 50Q: 3 clusters Score -1309081 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1309109.000000 Penalty: 4666.755371
	Iteration 51Q: 3 clusters Score -1309109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1309134.375000 Penalty: 4666.755371
	Iteration 52Q: 3 clusters Score -1309134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1309158.250000 Penalty: 4666.755371
	Iteration 53Q: 3 clusters Score -1309158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1309169.750000 Penalty: 4666.755371
	Iteration 54Q: 3 clusters Score -1309170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1309186.875000 Penalty: 4666.755371
	Iteration 55Q: 3 clusters Score -1309187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1309208.625000 Penalty: 4666.755371
	Iteration 56Q: 3 clusters Score -1309209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1309224.250000 Penalty: 4666.755371
	Iteration 57Q: 3 clusters Score -1309224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1309233.250000 Penalty: 4666.755371
	Iteration 58Q: 3 clusters Score -1309233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1309235.375000 Penalty: 4666.755371
	Iteration 59Q: 3 clusters Score -1309235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1309244.375000 Penalty: 4666.755371
	Iteration 60F: 3 clusters Score -1309244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1309245.375000 Penalty: 4666.755371
	Iteration 61Q: 3 clusters Score -1309245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1309245.875000 Penalty: 4666.755371
	Iteration 62Q: 3 clusters Score -1309246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1309244.125000 Penalty: 4666.755371
	Iteration 63Q: 3 clusters Score -1309244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1309244.750000 Penalty: 4666.755371
	Iteration 64Q: 3 clusters Score -1309245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1309245.875000 Penalty: 4666.755371
	Iteration 65Q: 3 clusters Score -1309246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1309246.625000 Penalty: 4666.755371
	Iteration 66Q: 3 clusters Score -1309247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1309244.250000 Penalty: 4666.755371
	Iteration 67Q: 3 clusters Score -1309244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1309246.875000 Penalty: 4666.755371
	Iteration 68Q: 3 clusters Score -1309247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1309248.500000 Penalty: 4666.755371
	Iteration 69Q: 3 clusters Score -1309248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1309248.500000 Penalty: 4666.755371
	Iteration 70Q: 3 clusters Score -1309248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1309249.125000 Penalty: 4666.755371
	Iteration 71Q: 3 clusters Score -1309249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1309251.250000 Penalty: 4666.755371
	Iteration 72Q: 3 clusters Score -1309251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1309253.875000 Penalty: 4666.755371
	Iteration 73Q: 3 clusters Score -1309254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1309259.375000 Penalty: 4666.755371
	Iteration 74Q: 3 clusters Score -1309259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1309258.250000 Penalty: 4666.755371
	Iteration 75Q: 3 clusters Score -1309258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1309258.250000 Penalty: 4666.755371
	Iteration 76Q: 3 clusters Score -1309258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1309258.250000 Penalty: 4666.755371
	Iteration 77F: 3 clusters Score -1309258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Entering Unmasked Estep 
Score: -772855.125000 Penalty: 2194.892822
	Iteration 0F: 2 clusters Score -772855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -767113.312500 Penalty: 4389.785645
	Iteration 0F: 3 clusters Score -767113.3 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -768664.500000 Penalty: 4389.785645
	Iteration 1F: 3 clusters Score -768664.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -769017.562500 Penalty: 4389.785645
	Iteration 2F: 3 clusters Score -769017.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -769274.125000 Penalty: 4389.785645
	Iteration 3F: 3 clusters Score -769274.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -769563.062500 Penalty: 4389.785645
	Iteration 4F: 3 clusters Score -769563.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -769859.187500 Penalty: 4389.785645
	Iteration 5F: 3 clusters Score -769859.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -770167.187500 Penalty: 4389.785645
	Iteration 6Q: 3 clusters Score -770167.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -770461.437500 Penalty: 4389.785645
	Iteration 7Q: 3 clusters Score -770461.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -770761.562500 Penalty: 4389.785645
	Iteration 8Q: 3 clusters Score -770761.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -771065.812500 Penalty: 4389.785645
	Iteration 9Q: 3 clusters Score -771065.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -771304.375000 Penalty: 4389.785645
	Iteration 10Q: 3 clusters Score -771304.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -771481.000000 Penalty: 4389.785645
	Iteration 11Q: 3 clusters Score -771481 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -771608.625000 Penalty: 4389.785645
	Iteration 12Q: 3 clusters Score -771608.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -771706.062500 Penalty: 4389.785645
	Iteration 13Q: 3 clusters Score -771706.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -771786.875000 Penalty: 4389.785645
	Iteration 14Q: 3 clusters Score -771786.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -771862.875000 Penalty: 4389.785645
	Iteration 15Q: 3 clusters Score -771862.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -771932.750000 Penalty: 4389.785645
	Iteration 16Q: 3 clusters Score -771932.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -772011.500000 Penalty: 4389.785645
	Iteration 17Q: 3 clusters Score -772011.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -772080.437500 Penalty: 4389.785645
	Iteration 18Q: 3 clusters Score -772080.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -772135.750000 Penalty: 4389.785645
	Iteration 19Q: 3 clusters Score -772135.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -772170.937500 Penalty: 4389.785645
	Iteration 20F: 3 clusters Score -772170.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -772185.125000 Penalty: 4389.785645
	Iteration 21Q: 3 clusters Score -772185.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -772192.250000 Penalty: 4389.785645
	Iteration 22Q: 3 clusters Score -772192.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -772192.875000 Penalty: 4389.785645
	Iteration 23Q: 3 clusters Score -772192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -772193.312500 Penalty: 4389.785645
	Iteration 24Q: 3 clusters Score -772193.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -772192.625000 Penalty: 4389.785645
	Iteration 25Q: 3 clusters Score -772192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -772193.750000 Penalty: 4389.785645
	Iteration 26Q: 3 clusters Score -772193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -772194.937500 Penalty: 4389.785645
	Iteration 27Q: 3 clusters Score -772194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -772195.875000 Penalty: 4389.785645
	Iteration 28Q: 3 clusters Score -772195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -772195.875000 Penalty: 4389.785645
	Iteration 29F: 3 clusters Score -772195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -81568.437500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -81568.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79779.421875 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -79779.42 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80115.281250 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -80115.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80235.671875 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -80235.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80346.218750 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -80346.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80453.500000 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -80453.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80562.312500 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -80562.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80664.554688 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -80664.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80754.226562 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -80754.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80855.687500 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -80855.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80911.968750 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -80911.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80988.062500 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -80988.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81122.750000 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -81122.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81269.929688 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -81269.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81444.656250 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -81444.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81585.460938 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -81585.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81631.093750 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -81631.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81632.875000 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -81632.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81632.875000 Penalty: 3332.630615
	Iteration 17F: 3 clusters Score -81632.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27382 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108588 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211805 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39660 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 474 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52958 members 
Mstep: Class 45 contains 16618 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22636 members 
Mstep: Class 56 contains 17517 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Mstep: Class 66 contains 354 members 
Entering Unmasked Estep 
Score: -139298608.000000 Penalty: 230321.296875
Splitting cluster 38 changes total score from -139300224.000000 to -139298608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -280833.593750 Penalty: 1990.328125
	Iteration 0F: 2 clusters Score -280833.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -277555.218750 Penalty: 3980.656250
	Iteration 0F: 3 clusters Score -277555.2 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -278593.875000 Penalty: 3980.656250
	Iteration 1F: 3 clusters Score -278593.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -279179.375000 Penalty: 3980.656250
	Iteration 2F: 3 clusters Score -279179.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -279587.875000 Penalty: 3980.656250
	Iteration 3F: 3 clusters Score -279587.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -279840.093750 Penalty: 3980.656250
	Iteration 4F: 3 clusters Score -279840.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -279967.500000 Penalty: 3980.656250
	Iteration 5Q: 3 clusters Score -279967.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -280058.375000 Penalty: 3980.656250
	Iteration 6Q: 3 clusters Score -280058.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -280121.781250 Penalty: 3980.656250
	Iteration 7Q: 3 clusters Score -280121.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -280159.562500 Penalty: 3980.656250
	Iteration 8Q: 3 clusters Score -280159.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -280183.343750 Penalty: 3980.656250
	Iteration 9Q: 3 clusters Score -280183.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -280209.156250 Penalty: 3980.656250
	Iteration 10Q: 3 clusters Score -280209.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -280216.781250 Penalty: 3980.656250
	Iteration 11Q: 3 clusters Score -280216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -280222.875000 Penalty: 3980.656250
	Iteration 12Q: 3 clusters Score -280222.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -280228.656250 Penalty: 3980.656250
	Iteration 13Q: 3 clusters Score -280228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -280238.937500 Penalty: 3980.656250
	Iteration 14Q: 3 clusters Score -280238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -280243.968750 Penalty: 3980.656250
	Iteration 15Q: 3 clusters Score -280244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -280246.062500 Penalty: 3980.656250
	Iteration 16Q: 3 clusters Score -280246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -280246.312500 Penalty: 3980.656250
	Iteration 17Q: 3 clusters Score -280246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -280247.468750 Penalty: 3980.656250
	Iteration 18Q: 3 clusters Score -280247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -280247.843750 Penalty: 3980.656250
	Iteration 19Q: 3 clusters Score -280247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -280247.843750 Penalty: 3980.656250
	Iteration 20F: 3 clusters Score -280247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -851847.500000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -851847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -845347.000000 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -845347 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -847239.312500 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -847239.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -847694.187500 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -847694.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -848055.375000 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -848055.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -848358.187500 Penalty: 4469.957520
	Iteration 4F: 3 clusters Score -848358.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -848620.187500 Penalty: 4469.957520
	Iteration 5Q: 3 clusters Score -848620.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -848861.312500 Penalty: 4469.957520
	Iteration 6Q: 3 clusters Score -848861.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -849126.312500 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -849126.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -849372.562500 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -849372.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -849553.750000 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -849553.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -849695.437500 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -849695.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -849792.437500 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -849792.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -849880.875000 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -849880.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -849951.687500 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -849951.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -850026.375000 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -850026.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -850113.812500 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -850113.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -850207.937500 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -850207.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -850294.000000 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -850294 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -850364.500000 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -850364.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -850422.687500 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -850422.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -850466.000000 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -850466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -850504.875000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -850504.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -850535.687500 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -850535.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -850558.312500 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -850558.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -850574.250000 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -850574.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -850584.812500 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -850584.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -850591.750000 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -850591.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -850594.375000 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -850594.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -850603.250000 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -850603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -850603.937500 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -850603.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -850606.312500 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -850606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -850611.000000 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -850611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -850613.875000 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -850613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -850616.125000 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -850616.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -850619.062500 Penalty: 4469.957520
	Iteration 34Q: 3 clusters Score -850619.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -850620.562500 Penalty: 4469.957520
	Iteration 35Q: 3 clusters Score -850620.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -850623.312500 Penalty: 4469.957520
	Iteration 36Q: 3 clusters Score -850623.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -850627.625000 Penalty: 4469.957520
	Iteration 37Q: 3 clusters Score -850627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -850628.062500 Penalty: 4469.957520
	Iteration 38Q: 3 clusters Score -850628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -850631.812500 Penalty: 4469.957520
	Iteration 39Q: 3 clusters Score -850631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -850633.312500 Penalty: 4469.957520
	Iteration 40F: 3 clusters Score -850633.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -850634.687500 Penalty: 4469.957520
	Iteration 41Q: 3 clusters Score -850634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -850635.875000 Penalty: 4469.957520
	Iteration 42Q: 3 clusters Score -850635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -850635.375000 Penalty: 4469.957520
	Iteration 43Q: 3 clusters Score -850635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -850636.187500 Penalty: 4469.957520
	Iteration 44Q: 3 clusters Score -850636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -850636.187500 Penalty: 4469.957520
	Iteration 45F: 3 clusters Score -850636.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -32996.730469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -32996.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31685.851562 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31685.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31753.837891 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31753.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31773.080078 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31773.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31792.519531 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31792.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31800.125000 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31800.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31804.279297 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -31804.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31807.726562 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -31807.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31807.726562 Penalty: 2850.116943
	Iteration 7F: 3 clusters Score -31807.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -949963.625000 Penalty: 2258.365479
	Iteration 0F: 2 clusters Score -949963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -942996.625000 Penalty: 4516.730957
	Iteration 0F: 3 clusters Score -942996.6 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -945076.187500 Penalty: 4516.730957
	Iteration 1F: 3 clusters Score -945076.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -945457.812500 Penalty: 4516.730957
	Iteration 2F: 3 clusters Score -945457.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -945714.125000 Penalty: 4516.730957
	Iteration 3F: 3 clusters Score -945714.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -945889.562500 Penalty: 4516.730957
	Iteration 4Q: 3 clusters Score -945889.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -946026.437500 Penalty: 4516.730957
	Iteration 5Q: 3 clusters Score -946026.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -946147.312500 Penalty: 4516.730957
	Iteration 6Q: 3 clusters Score -946147.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -946252.937500 Penalty: 4516.730957
	Iteration 7Q: 3 clusters Score -946252.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -946333.625000 Penalty: 4516.730957
	Iteration 8Q: 3 clusters Score -946333.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -946394.937500 Penalty: 4516.730957
	Iteration 9Q: 3 clusters Score -946394.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -946478.937500 Penalty: 4516.730957
	Iteration 10Q: 3 clusters Score -946478.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -946597.375000 Penalty: 4516.730957
	Iteration 11Q: 3 clusters Score -946597.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -946730.875000 Penalty: 4516.730957
	Iteration 12Q: 3 clusters Score -946730.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -946864.312500 Penalty: 4516.730957
	Iteration 13Q: 3 clusters Score -946864.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -946992.000000 Penalty: 4516.730957
	Iteration 14Q: 3 clusters Score -946992 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -947112.000000 Penalty: 4516.730957
	Iteration 15Q: 3 clusters Score -947112 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -947211.875000 Penalty: 4516.730957
	Iteration 16Q: 3 clusters Score -947211.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -947307.750000 Penalty: 4516.730957
	Iteration 17Q: 3 clusters Score -947307.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -947401.000000 Penalty: 4516.730957
	Iteration 18Q: 3 clusters Score -947401 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -947499.750000 Penalty: 4516.730957
	Iteration 19Q: 3 clusters Score -947499.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -947595.250000 Penalty: 4516.730957
	Iteration 20F: 3 clusters Score -947595.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -947683.750000 Penalty: 4516.730957
	Iteration 21Q: 3 clusters Score -947683.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -947759.125000 Penalty: 4516.730957
	Iteration 22Q: 3 clusters Score -947759.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -947842.687500 Penalty: 4516.730957
	Iteration 23Q: 3 clusters Score -947842.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -947931.375000 Penalty: 4516.730957
	Iteration 24Q: 3 clusters Score -947931.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -948027.625000 Penalty: 4516.730957
	Iteration 25Q: 3 clusters Score -948027.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -948098.375000 Penalty: 4516.730957
	Iteration 26Q: 3 clusters Score -948098.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -948186.000000 Penalty: 4516.730957
	Iteration 27Q: 3 clusters Score -948186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -948252.125000 Penalty: 4516.730957
	Iteration 28Q: 3 clusters Score -948252.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -948308.875000 Penalty: 4516.730957
	Iteration 29Q: 3 clusters Score -948308.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -948356.375000 Penalty: 4516.730957
	Iteration 30Q: 3 clusters Score -948356.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -948397.875000 Penalty: 4516.730957
	Iteration 31Q: 3 clusters Score -948397.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -948437.437500 Penalty: 4516.730957
	Iteration 32Q: 3 clusters Score -948437.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -948460.500000 Penalty: 4516.730957
	Iteration 33Q: 3 clusters Score -948460.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -948476.375000 Penalty: 4516.730957
	Iteration 34Q: 3 clusters Score -948476.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -948488.312500 Penalty: 4516.730957
	Iteration 35Q: 3 clusters Score -948488.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -948500.125000 Penalty: 4516.730957
	Iteration 36Q: 3 clusters Score -948500.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -948506.375000 Penalty: 4516.730957
	Iteration 37Q: 3 clusters Score -948506.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -948517.250000 Penalty: 4516.730957
	Iteration 38Q: 3 clusters Score -948517.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -948538.312500 Penalty: 4516.730957
	Iteration 39Q: 3 clusters Score -948538.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -948553.750000 Penalty: 4516.730957
	Iteration 40F: 3 clusters Score -948553.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -948566.125000 Penalty: 4516.730957
	Iteration 41Q: 3 clusters Score -948566.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -948577.875000 Penalty: 4516.730957
	Iteration 42Q: 3 clusters Score -948577.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -948590.187500 Penalty: 4516.730957
	Iteration 43Q: 3 clusters Score -948590.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -948598.500000 Penalty: 4516.730957
	Iteration 44Q: 3 clusters Score -948598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -948604.187500 Penalty: 4516.730957
	Iteration 45Q: 3 clusters Score -948604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -948609.062500 Penalty: 4516.730957
	Iteration 46Q: 3 clusters Score -948609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -948615.687500 Penalty: 4516.730957
	Iteration 47Q: 3 clusters Score -948615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -948616.187500 Penalty: 4516.730957
	Iteration 48Q: 3 clusters Score -948616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -948619.375000 Penalty: 4516.730957
	Iteration 49Q: 3 clusters Score -948619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -948625.125000 Penalty: 4516.730957
	Iteration 50Q: 3 clusters Score -948625.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -948625.687500 Penalty: 4516.730957
	Iteration 51Q: 3 clusters Score -948625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -948626.687500 Penalty: 4516.730957
	Iteration 52Q: 3 clusters Score -948626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -948628.750000 Penalty: 4516.730957
	Iteration 53Q: 3 clusters Score -948628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -948628.750000 Penalty: 4516.730957
	Iteration 54Q: 3 clusters Score -948628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -948628.812500 Penalty: 4516.730957
	Iteration 55Q: 3 clusters Score -948628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -948628.812500 Penalty: 4516.730957
	Iteration 56F: 3 clusters Score -948628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Entering Unmasked Estep 
Score: -758243.750000 Penalty: 2201.452148
	Iteration 0F: 2 clusters Score -758243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -752311.625000 Penalty: 4402.904297
	Iteration 0F: 3 clusters Score -752311.6 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -754022.250000 Penalty: 4402.904297
	Iteration 1F: 3 clusters Score -754022.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -754540.437500 Penalty: 4402.904297
	Iteration 2F: 3 clusters Score -754540.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -755098.375000 Penalty: 4402.904297
	Iteration 3F: 3 clusters Score -755098.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -755686.500000 Penalty: 4402.904297
	Iteration 4F: 3 clusters Score -755686.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -756207.625000 Penalty: 4402.904297
	Iteration 5F: 3 clusters Score -756207.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -756667.125000 Penalty: 4402.904297
	Iteration 6F: 3 clusters Score -756667.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -757006.812500 Penalty: 4402.904297
	Iteration 7Q: 3 clusters Score -757006.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -757285.687500 Penalty: 4402.904297
	Iteration 8Q: 3 clusters Score -757285.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -757457.687500 Penalty: 4402.904297
	Iteration 9Q: 3 clusters Score -757457.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -757562.437500 Penalty: 4402.904297
	Iteration 10Q: 3 clusters Score -757562.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -757620.375000 Penalty: 4402.904297
	Iteration 11Q: 3 clusters Score -757620.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -757652.500000 Penalty: 4402.904297
	Iteration 12Q: 3 clusters Score -757652.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -757670.000000 Penalty: 4402.904297
	Iteration 13Q: 3 clusters Score -757670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -757684.125000 Penalty: 4402.904297
	Iteration 14Q: 3 clusters Score -757684.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -757695.187500 Penalty: 4402.904297
	Iteration 15Q: 3 clusters Score -757695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -757698.500000 Penalty: 4402.904297
	Iteration 16Q: 3 clusters Score -757698.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -757701.375000 Penalty: 4402.904297
	Iteration 17Q: 3 clusters Score -757701.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -757704.187500 Penalty: 4402.904297
	Iteration 18Q: 3 clusters Score -757704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -757706.250000 Penalty: 4402.904297
	Iteration 19Q: 3 clusters Score -757706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -757707.875000 Penalty: 4402.904297
	Iteration 20F: 3 clusters Score -757707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -757706.875000 Penalty: 4402.904297
	Iteration 21Q: 3 clusters Score -757706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -757710.500000 Penalty: 4402.904297
	Iteration 22Q: 3 clusters Score -757710.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -757712.812500 Penalty: 4402.904297
	Iteration 23Q: 3 clusters Score -757712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -757714.062500 Penalty: 4402.904297
	Iteration 24Q: 3 clusters Score -757714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -757713.750000 Penalty: 4402.904297
	Iteration 25Q: 3 clusters Score -757713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -757713.750000 Penalty: 4402.904297
	Iteration 26F: 3 clusters Score -757713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (52958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Entering Unmasked Estep 
Score: -6029718.000000 Penalty: 2697.559082
	Iteration 0F: 2 clusters Score -6029718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5994169.500000 Penalty: 5395.118164
	Iteration 0F: 3 clusters Score -5994170 nChanged 24607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -6007833.000000 Penalty: 5395.118164
	Iteration 1F: 3 clusters Score -6007833 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -6008335.000000 Penalty: 5395.118164
	Iteration 2Q: 3 clusters Score -6008335 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6008833.000000 Penalty: 5395.118164
	Iteration 3Q: 3 clusters Score -6008833 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -6009411.000000 Penalty: 5395.118164
	Iteration 4Q: 3 clusters Score -6009411 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -6009963.500000 Penalty: 5395.118164
	Iteration 5Q: 3 clusters Score -6009964 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -6010543.000000 Penalty: 5395.118164
	Iteration 6Q: 3 clusters Score -6010543 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -6011173.500000 Penalty: 5395.118164
	Iteration 7Q: 3 clusters Score -6011174 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -6011801.000000 Penalty: 5395.118164
	Iteration 8Q: 3 clusters Score -6011801 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -6012495.500000 Penalty: 5395.118164
	Iteration 9Q: 3 clusters Score -6012496 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -6013249.500000 Penalty: 5395.118164
	Iteration 10Q: 3 clusters Score -6013250 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -6014029.000000 Penalty: 5395.118164
	Iteration 11Q: 3 clusters Score -6014029 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -6014929.000000 Penalty: 5395.118164
	Iteration 12Q: 3 clusters Score -6014929 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -6015933.500000 Penalty: 5395.118164
	Iteration 13Q: 3 clusters Score -6015934 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -6017066.500000 Penalty: 5395.118164
	Iteration 14Q: 3 clusters Score -6017066 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -6018260.500000 Penalty: 5395.118164
	Iteration 15Q: 3 clusters Score -6018260 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -6019274.000000 Penalty: 5395.118164
	Iteration 16Q: 3 clusters Score -6019274 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -6019938.500000 Penalty: 5395.118164
	Iteration 17Q: 3 clusters Score -6019938 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -6020311.500000 Penalty: 5395.118164
	Iteration 18Q: 3 clusters Score -6020312 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -6020450.500000 Penalty: 5395.118164
	Iteration 19Q: 3 clusters Score -6020450 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -6020558.500000 Penalty: 5395.118164
	Iteration 20F: 3 clusters Score -6020558 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -6020648.500000 Penalty: 5395.118164
	Iteration 21Q: 3 clusters Score -6020648 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -6020726.500000 Penalty: 5395.118164
	Iteration 22Q: 3 clusters Score -6020726 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -6020800.500000 Penalty: 5395.118164
	Iteration 23Q: 3 clusters Score -6020800 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -6020833.000000 Penalty: 5395.118164
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Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 27481 members 
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Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 27641 members 
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Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 28024 members 
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Mstep: Class 1 contains 24726 members 
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Mstep: Class 2 contains 29547 members 
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Mstep: Class 1 contains 22525 members 
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	Iteration 40F: 3 clusters Score -6021391 nChanged 280
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Mstep: Class 2 contains 30961 members 
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Mstep: Class 1 contains 21727 members 
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Mstep: Class 1 contains 20009 members 
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	Iteration 97Q: 3 clusters Score -6027330 nChanged 40
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	Iteration 98Q: 3 clusters Score -6027350 nChanged 30
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	Iteration 100F: 3 clusters Score -6027374 nChanged 18
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	Iteration 102Q: 3 clusters Score -6027400 nChanged 29
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	Iteration 108Q: 3 clusters Score -6027441 nChanged 12
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	Iteration 109Q: 3 clusters Score -6027436 nChanged 12
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	Iteration 111Q: 3 clusters Score -6027460 nChanged 14
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	Iteration 113Q: 3 clusters Score -6027468 nChanged 17
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	Iteration 114Q: 3 clusters Score -6027490 nChanged 14
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	Iteration 115Q: 3 clusters Score -6027492 nChanged 13
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	Iteration 116Q: 3 clusters Score -6027502 nChanged 10
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	Iteration 117Q: 3 clusters Score -6027506 nChanged 7
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	Iteration 118Q: 3 clusters Score -6027510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -6027506.500000 Penalty: 5395.118164
	Iteration 119Q: 3 clusters Score -6027506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -6027517.500000 Penalty: 5395.118164
	Iteration 120F: 3 clusters Score -6027518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -6027521.000000 Penalty: 5395.118164
	Iteration 121Q: 3 clusters Score -6027521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -6027527.000000 Penalty: 5395.118164
	Iteration 122Q: 3 clusters Score -6027527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -6027526.000000 Penalty: 5395.118164
	Iteration 123Q: 3 clusters Score -6027526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -6027536.000000 Penalty: 5395.118164
	Iteration 124Q: 3 clusters Score -6027536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -6027534.000000 Penalty: 5395.118164
	Iteration 125Q: 3 clusters Score -6027534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -6027537.500000 Penalty: 5395.118164
	Iteration 126Q: 3 clusters Score -6027538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -6027535.500000 Penalty: 5395.118164
	Iteration 127Q: 3 clusters Score -6027536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -6027540.500000 Penalty: 5395.118164
	Iteration 128Q: 3 clusters Score -6027540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -6027540.000000 Penalty: 5395.118164
	Iteration 129Q: 3 clusters Score -6027540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -6027547.500000 Penalty: 5395.118164
	Iteration 130Q: 3 clusters Score -6027548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -6027549.500000 Penalty: 5395.118164
	Iteration 131Q: 3 clusters Score -6027550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6027556.500000 Penalty: 5395.118164
	Iteration 132Q: 3 clusters Score -6027556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -6027562.500000 Penalty: 5395.118164
	Iteration 133Q: 3 clusters Score -6027562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -6027562.000000 Penalty: 5395.118164
	Iteration 134Q: 3 clusters Score -6027562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -6027557.500000 Penalty: 5395.118164
	Iteration 135Q: 3 clusters Score -6027558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -6027559.000000 Penalty: 5395.118164
	Iteration 136Q: 3 clusters Score -6027559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -6027555.000000 Penalty: 5395.118164
	Iteration 137Q: 3 clusters Score -6027555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -6027554.500000 Penalty: 5395.118164
	Iteration 138Q: 3 clusters Score -6027554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -6027554.500000 Penalty: 5395.118164
	Iteration 139F: 3 clusters Score -6027554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Entering Unmasked Estep 
Score: -1883391.750000 Penalty: 2410.124023
	Iteration 0F: 2 clusters Score -1883392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1871479.125000 Penalty: 4820.248047
	Iteration 0F: 3 clusters Score -1871479 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1875330.250000 Penalty: 4820.248047
	Iteration 1F: 3 clusters Score -1875330 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1875719.500000 Penalty: 4820.248047
	Iteration 2F: 3 clusters Score -1875720 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1876055.250000 Penalty: 4820.248047
	Iteration 3F: 3 clusters Score -1876055 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1876311.000000 Penalty: 4820.248047
	Iteration 4Q: 3 clusters Score -1876311 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1876591.625000 Penalty: 4820.248047
	Iteration 5Q: 3 clusters Score -1876592 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1876909.500000 Penalty: 4820.248047
	Iteration 6Q: 3 clusters Score -1876910 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1877294.250000 Penalty: 4820.248047
	Iteration 7Q: 3 clusters Score -1877294 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1877716.375000 Penalty: 4820.248047
	Iteration 8Q: 3 clusters Score -1877716 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1878162.000000 Penalty: 4820.248047
	Iteration 9Q: 3 clusters Score -1878162 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1878615.750000 Penalty: 4820.248047
	Iteration 10Q: 3 clusters Score -1878616 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1879069.625000 Penalty: 4820.248047
	Iteration 11Q: 3 clusters Score -1879070 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1879488.125000 Penalty: 4820.248047
	Iteration 12Q: 3 clusters Score -1879488 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1879864.875000 Penalty: 4820.248047
	Iteration 13Q: 3 clusters Score -1879865 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1880171.750000 Penalty: 4820.248047
	Iteration 14Q: 3 clusters Score -1880172 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1880402.625000 Penalty: 4820.248047
	Iteration 15Q: 3 clusters Score -1880403 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1880596.750000 Penalty: 4820.248047
	Iteration 16Q: 3 clusters Score -1880597 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1880752.500000 Penalty: 4820.248047
	Iteration 17Q: 3 clusters Score -1880752 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1880895.500000 Penalty: 4820.248047
	Iteration 18Q: 3 clusters Score -1880896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1880994.500000 Penalty: 4820.248047
	Iteration 19Q: 3 clusters Score -1880994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1881069.125000 Penalty: 4820.248047
	Iteration 20F: 3 clusters Score -1881069 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1881116.500000 Penalty: 4820.248047
	Iteration 21Q: 3 clusters Score -1881116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1881157.250000 Penalty: 4820.248047
	Iteration 22Q: 3 clusters Score -1881157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1881202.375000 Penalty: 4820.248047
	Iteration 23Q: 3 clusters Score -1881202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1881232.000000 Penalty: 4820.248047
	Iteration 24Q: 3 clusters Score -1881232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1881251.750000 Penalty: 4820.248047
	Iteration 25Q: 3 clusters Score -1881252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1881265.375000 Penalty: 4820.248047
	Iteration 26Q: 3 clusters Score -1881265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1881288.375000 Penalty: 4820.248047
	Iteration 27Q: 3 clusters Score -1881288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1881300.750000 Penalty: 4820.248047
	Iteration 28Q: 3 clusters Score -1881301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1881315.500000 Penalty: 4820.248047
	Iteration 29Q: 3 clusters Score -1881316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1881323.750000 Penalty: 4820.248047
	Iteration 30Q: 3 clusters Score -1881324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1881323.625000 Penalty: 4820.248047
	Iteration 31Q: 3 clusters Score -1881324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1881328.875000 Penalty: 4820.248047
	Iteration 32Q: 3 clusters Score -1881329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1881330.875000 Penalty: 4820.248047
	Iteration 33Q: 3 clusters Score -1881331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1881339.125000 Penalty: 4820.248047
	Iteration 34Q: 3 clusters Score -1881339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1881336.500000 Penalty: 4820.248047
	Iteration 35Q: 3 clusters Score -1881336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1881338.125000 Penalty: 4820.248047
	Iteration 36Q: 3 clusters Score -1881338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1881339.000000 Penalty: 4820.248047
	Iteration 37Q: 3 clusters Score -1881339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1881340.750000 Penalty: 4820.248047
	Iteration 38Q: 3 clusters Score -1881341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1881340.750000 Penalty: 4820.248047
	Iteration 39F: 3 clusters Score -1881341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (44512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Entering Unmasked Estep 
Score: -5040413.000000 Penalty: 2654.471436
	Iteration 0F: 2 clusters Score -5040413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5010280.500000 Penalty: 5308.942871
	Iteration 0F: 3 clusters Score -5010280 nChanged 20460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5021794.500000 Penalty: 5308.942871
	Iteration 1F: 3 clusters Score -5021794 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5022854.500000 Penalty: 5308.942871
	Iteration 2F: 3 clusters Score -5022854 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5024141.500000 Penalty: 5308.942871
	Iteration 3F: 3 clusters Score -5024142 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5025579.500000 Penalty: 5308.942871
	Iteration 4F: 3 clusters Score -5025580 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5027213.500000 Penalty: 5308.942871
	Iteration 5F: 3 clusters Score -5027214 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -5029031.000000 Penalty: 5308.942871
	Iteration 6F: 3 clusters Score -5029031 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -5030925.000000 Penalty: 5308.942871
	Iteration 7F: 3 clusters Score -5030925 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -5032616.000000 Penalty: 5308.942871
	Iteration 8F: 3 clusters Score -5032616 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -5034069.500000 Penalty: 5308.942871
	Iteration 9Q: 3 clusters Score -5034070 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -5035352.000000 Penalty: 5308.942871
	Iteration 10Q: 3 clusters Score -5035352 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -5036477.000000 Penalty: 5308.942871
	Iteration 11Q: 3 clusters Score -5036477 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -5037174.500000 Penalty: 5308.942871
	Iteration 12Q: 3 clusters Score -5037174 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -5037556.500000 Penalty: 5308.942871
	Iteration 13Q: 3 clusters Score -5037556 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -5037795.000000 Penalty: 5308.942871
	Iteration 14Q: 3 clusters Score -5037795 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -5037961.000000 Penalty: 5308.942871
	Iteration 15Q: 3 clusters Score -5037961 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -5038078.500000 Penalty: 5308.942871
	Iteration 16Q: 3 clusters Score -5038078 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -5038174.000000 Penalty: 5308.942871
	Iteration 17Q: 3 clusters Score -5038174 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -5038261.000000 Penalty: 5308.942871
	Iteration 18Q: 3 clusters Score -5038261 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -5038356.500000 Penalty: 5308.942871
	Iteration 19Q: 3 clusters Score -5038356 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -5038406.500000 Penalty: 5308.942871
	Iteration 20F: 3 clusters Score -5038406 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -5038458.000000 Penalty: 5308.942871
	Iteration 21Q: 3 clusters Score -5038458 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -5038513.000000 Penalty: 5308.942871
	Iteration 22Q: 3 clusters Score -5038513 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -5038549.500000 Penalty: 5308.942871
	Iteration 23Q: 3 clusters Score -5038550 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -5038603.000000 Penalty: 5308.942871
	Iteration 24Q: 3 clusters Score -5038603 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -5038635.500000 Penalty: 5308.942871
	Iteration 25Q: 3 clusters Score -5038636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -5038650.000000 Penalty: 5308.942871
	Iteration 26Q: 3 clusters Score -5038650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -5038686.500000 Penalty: 5308.942871
	Iteration 27Q: 3 clusters Score -5038686 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -5038696.000000 Penalty: 5308.942871
	Iteration 28Q: 3 clusters Score -5038696 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -5038720.500000 Penalty: 5308.942871
	Iteration 29Q: 3 clusters Score -5038720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -5038748.500000 Penalty: 5308.942871
	Iteration 30Q: 3 clusters Score -5038748 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -5038768.000000 Penalty: 5308.942871
	Iteration 31Q: 3 clusters Score -5038768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -5038814.500000 Penalty: 5308.942871
	Iteration 32Q: 3 clusters Score -5038814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -5038822.500000 Penalty: 5308.942871
	Iteration 33Q: 3 clusters Score -5038822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -5038837.500000 Penalty: 5308.942871
	Iteration 34Q: 3 clusters Score -5038838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5038844.000000 Penalty: 5308.942871
	Iteration 35Q: 3 clusters Score -5038844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -5038864.500000 Penalty: 5308.942871
	Iteration 36Q: 3 clusters Score -5038864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5038890.000000 Penalty: 5308.942871
	Iteration 37Q: 3 clusters Score -5038890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -5038894.000000 Penalty: 5308.942871
	Iteration 38Q: 3 clusters Score -5038894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5038902.500000 Penalty: 5308.942871
	Iteration 39Q: 3 clusters Score -5038902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -5038911.500000 Penalty: 5308.942871
	Iteration 40F: 3 clusters Score -5038912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -5038911.000000 Penalty: 5308.942871
	Iteration 41Q: 3 clusters Score -5038911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -5038914.000000 Penalty: 5308.942871
	Iteration 42Q: 3 clusters Score -5038914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -5038909.500000 Penalty: 5308.942871
	Iteration 43Q: 3 clusters Score -5038910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5038920.000000 Penalty: 5308.942871
	Iteration 44Q: 3 clusters Score -5038920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5038928.500000 Penalty: 5308.942871
	Iteration 45Q: 3 clusters Score -5038928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -5038932.000000 Penalty: 5308.942871
	Iteration 46Q: 3 clusters Score -5038932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -5038944.500000 Penalty: 5308.942871
	Iteration 47Q: 3 clusters Score -5038944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -5038941.000000 Penalty: 5308.942871
	Iteration 48Q: 3 clusters Score -5038941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5038950.500000 Penalty: 5308.942871
	Iteration 49Q: 3 clusters Score -5038950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -5038946.000000 Penalty: 5308.942871
	Iteration 50Q: 3 clusters Score -5038946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -5038950.000000 Penalty: 5308.942871
	Iteration 51Q: 3 clusters Score -5038950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5038966.500000 Penalty: 5308.942871
	Iteration 52Q: 3 clusters Score -5038966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5038961.500000 Penalty: 5308.942871
	Iteration 53Q: 3 clusters Score -5038962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -5038980.000000 Penalty: 5308.942871
	Iteration 54Q: 3 clusters Score -5038980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -5038987.500000 Penalty: 5308.942871
	Iteration 55Q: 3 clusters Score -5038988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -5038998.500000 Penalty: 5308.942871
	Iteration 56Q: 3 clusters Score -5038998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -5038983.000000 Penalty: 5308.942871
	Iteration 57Q: 3 clusters Score -5038983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -5038995.000000 Penalty: 5308.942871
	Iteration 58Q: 3 clusters Score -5038995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5038991.000000 Penalty: 5308.942871
	Iteration 59Q: 3 clusters Score -5038991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5038989.000000 Penalty: 5308.942871
	Iteration 60F: 3 clusters Score -5038989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -5038994.000000 Penalty: 5308.942871
	Iteration 61Q: 3 clusters Score -5038994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -5038994.000000 Penalty: 5308.942871
	Iteration 62Q: 3 clusters Score -5038994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -5038997.000000 Penalty: 5308.942871
	Iteration 63Q: 3 clusters Score -5038997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -5038996.500000 Penalty: 5308.942871
	Iteration 64Q: 3 clusters Score -5038996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5039003.500000 Penalty: 5308.942871
	Iteration 65Q: 3 clusters Score -5039004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -5039001.000000 Penalty: 5308.942871
	Iteration 66Q: 3 clusters Score -5039001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -5039001.000000 Penalty: 5308.942871
	Iteration 67Q: 3 clusters Score -5039001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5039002.000000 Penalty: 5308.942871
	Iteration 68Q: 3 clusters Score -5039002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5039002.000000 Penalty: 5308.942871
	Iteration 69Q: 3 clusters Score -5039002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5039002.500000 Penalty: 5308.942871
	Iteration 70Q: 3 clusters Score -5039002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5039003.000000 Penalty: 5308.942871
	Iteration 71Q: 3 clusters Score -5039003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -5039011.500000 Penalty: 5308.942871
	Iteration 72Q: 3 clusters Score -5039012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -5039011.500000 Penalty: 5308.942871
	Iteration 73Q: 3 clusters Score -5039012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5039009.500000 Penalty: 5308.942871
	Iteration 74Q: 3 clusters Score -5039010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -5039009.000000 Penalty: 5308.942871
	Iteration 75Q: 3 clusters Score -5039009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5039005.000000 Penalty: 5308.942871
	Iteration 76Q: 3 clusters Score -5039005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -5039003.000000 Penalty: 5308.942871
	Iteration 77Q: 3 clusters Score -5039003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -5039002.500000 Penalty: 5308.942871
	Iteration 78Q: 3 clusters Score -5039002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -5039008.000000 Penalty: 5308.942871
	Iteration 79Q: 3 clusters Score -5039008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5039012.000000 Penalty: 5308.942871
	Iteration 80F: 3 clusters Score -5039012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (13955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Entering Unmasked Estep 
Score: -1539826.250000 Penalty: 2366.811279
	Iteration 0F: 2 clusters Score -1539826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1529634.625000 Penalty: 4733.622559
	Iteration 0F: 3 clusters Score -1529635 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1532822.500000 Penalty: 4733.622559
	Iteration 1F: 3 clusters Score -1532822 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1533197.500000 Penalty: 4733.622559
	Iteration 2F: 3 clusters Score -1533198 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1533517.625000 Penalty: 4733.622559
	Iteration 3Q: 3 clusters Score -1533518 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1533860.000000 Penalty: 4733.622559
	Iteration 4Q: 3 clusters Score -1533860 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1534215.875000 Penalty: 4733.622559
	Iteration 5Q: 3 clusters Score -1534216 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1534547.750000 Penalty: 4733.622559
	Iteration 6Q: 3 clusters Score -1534548 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1534911.500000 Penalty: 4733.622559
	Iteration 7Q: 3 clusters Score -1534912 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1535267.125000 Penalty: 4733.622559
	Iteration 8Q: 3 clusters Score -1535267 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1535677.875000 Penalty: 4733.622559
	Iteration 9Q: 3 clusters Score -1535678 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1536123.750000 Penalty: 4733.622559
	Iteration 10Q: 3 clusters Score -1536124 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1536611.250000 Penalty: 4733.622559
	Iteration 11Q: 3 clusters Score -1536611 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1537022.625000 Penalty: 4733.622559
	Iteration 12Q: 3 clusters Score -1537023 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1537325.875000 Penalty: 4733.622559
	Iteration 13Q: 3 clusters Score -1537326 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1537511.125000 Penalty: 4733.622559
	Iteration 14Q: 3 clusters Score -1537511 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1537632.375000 Penalty: 4733.622559
	Iteration 15Q: 3 clusters Score -1537632 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1537707.750000 Penalty: 4733.622559
	Iteration 16Q: 3 clusters Score -1537708 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1537760.375000 Penalty: 4733.622559
	Iteration 17Q: 3 clusters Score -1537760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1537806.750000 Penalty: 4733.622559
	Iteration 18Q: 3 clusters Score -1537807 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1537845.125000 Penalty: 4733.622559
	Iteration 19Q: 3 clusters Score -1537845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1537881.625000 Penalty: 4733.622559
	Iteration 20F: 3 clusters Score -1537882 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1537916.375000 Penalty: 4733.622559
	Iteration 21Q: 3 clusters Score -1537916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1537939.250000 Penalty: 4733.622559
	Iteration 22Q: 3 clusters Score -1537939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1537955.250000 Penalty: 4733.622559
	Iteration 23Q: 3 clusters Score -1537955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1537973.125000 Penalty: 4733.622559
	Iteration 24Q: 3 clusters Score -1537973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1537985.375000 Penalty: 4733.622559
	Iteration 25Q: 3 clusters Score -1537985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1537996.000000 Penalty: 4733.622559
	Iteration 26Q: 3 clusters Score -1537996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1538000.625000 Penalty: 4733.622559
	Iteration 27Q: 3 clusters Score -1538001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1538005.625000 Penalty: 4733.622559
	Iteration 28Q: 3 clusters Score -1538006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1538012.250000 Penalty: 4733.622559
	Iteration 29Q: 3 clusters Score -1538012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1538014.250000 Penalty: 4733.622559
	Iteration 30Q: 3 clusters Score -1538014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1538013.500000 Penalty: 4733.622559
	Iteration 31Q: 3 clusters Score -1538014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1538013.250000 Penalty: 4733.622559
	Iteration 32Q: 3 clusters Score -1538013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1538014.000000 Penalty: 4733.622559
	Iteration 33Q: 3 clusters Score -1538014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1538016.500000 Penalty: 4733.622559
	Iteration 34Q: 3 clusters Score -1538016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1538020.500000 Penalty: 4733.622559
	Iteration 35Q: 3 clusters Score -1538020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1538021.375000 Penalty: 4733.622559
	Iteration 36Q: 3 clusters Score -1538021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1538023.875000 Penalty: 4733.622559
	Iteration 37Q: 3 clusters Score -1538024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1538029.375000 Penalty: 4733.622559
	Iteration 38Q: 3 clusters Score -1538029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1538029.750000 Penalty: 4733.622559
	Iteration 39Q: 3 clusters Score -1538030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1538031.250000 Penalty: 4733.622559
	Iteration 40F: 3 clusters Score -1538031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1538035.875000 Penalty: 4733.622559
	Iteration 41Q: 3 clusters Score -1538036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1538033.125000 Penalty: 4733.622559
	Iteration 42Q: 3 clusters Score -1538033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1538036.125000 Penalty: 4733.622559
	Iteration 43Q: 3 clusters Score -1538036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1538036.125000 Penalty: 4733.622559
	Iteration 44F: 3 clusters Score -1538036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Entering Unmasked Estep 
Score: -1241883.625000 Penalty: 2308.858887
	Iteration 0F: 2 clusters Score -1241884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1233618.375000 Penalty: 4617.717773
	Iteration 0F: 3 clusters Score -1233618 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1236077.250000 Penalty: 4617.717773
	Iteration 1F: 3 clusters Score -1236077 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1236517.875000 Penalty: 4617.717773
	Iteration 2F: 3 clusters Score -1236518 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1236995.625000 Penalty: 4617.717773
	Iteration 3F: 3 clusters Score -1236996 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1237627.875000 Penalty: 4617.717773
	Iteration 4F: 3 clusters Score -1237628 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1238392.875000 Penalty: 4617.717773
	Iteration 5F: 3 clusters Score -1238393 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1238959.000000 Penalty: 4617.717773
	Iteration 6F: 3 clusters Score -1238959 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1239333.250000 Penalty: 4617.717773
	Iteration 7F: 3 clusters Score -1239333 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1239566.750000 Penalty: 4617.717773
	Iteration 8Q: 3 clusters Score -1239567 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1239711.750000 Penalty: 4617.717773
	Iteration 9Q: 3 clusters Score -1239712 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1239809.875000 Penalty: 4617.717773
	Iteration 10Q: 3 clusters Score -1239810 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1239871.375000 Penalty: 4617.717773
	Iteration 11Q: 3 clusters Score -1239871 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1239927.750000 Penalty: 4617.717773
	Iteration 12Q: 3 clusters Score -1239928 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1239975.375000 Penalty: 4617.717773
	Iteration 13Q: 3 clusters Score -1239975 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1240020.000000 Penalty: 4617.717773
	Iteration 14Q: 3 clusters Score -1240020 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1240043.375000 Penalty: 4617.717773
	Iteration 15Q: 3 clusters Score -1240043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1240075.000000 Penalty: 4617.717773
	Iteration 16Q: 3 clusters Score -1240075 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1240105.625000 Penalty: 4617.717773
	Iteration 17Q: 3 clusters Score -1240106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1240123.250000 Penalty: 4617.717773
	Iteration 18Q: 3 clusters Score -1240123 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1240144.625000 Penalty: 4617.717773
	Iteration 19Q: 3 clusters Score -1240145 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1240170.875000 Penalty: 4617.717773
	Iteration 20F: 3 clusters Score -1240171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1240186.500000 Penalty: 4617.717773
	Iteration 21Q: 3 clusters Score -1240186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1240205.750000 Penalty: 4617.717773
	Iteration 22Q: 3 clusters Score -1240206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1240224.750000 Penalty: 4617.717773
	Iteration 23Q: 3 clusters Score -1240225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1240239.000000 Penalty: 4617.717773
	Iteration 24Q: 3 clusters Score -1240239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1240255.875000 Penalty: 4617.717773
	Iteration 25Q: 3 clusters Score -1240256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1240263.625000 Penalty: 4617.717773
	Iteration 26Q: 3 clusters Score -1240264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1240269.250000 Penalty: 4617.717773
	Iteration 27Q: 3 clusters Score -1240269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1240279.750000 Penalty: 4617.717773
	Iteration 28Q: 3 clusters Score -1240280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1240284.875000 Penalty: 4617.717773
	Iteration 29Q: 3 clusters Score -1240285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1240286.500000 Penalty: 4617.717773
	Iteration 30Q: 3 clusters Score -1240286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1240294.000000 Penalty: 4617.717773
	Iteration 31Q: 3 clusters Score -1240294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1240297.375000 Penalty: 4617.717773
	Iteration 32Q: 3 clusters Score -1240297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1240299.000000 Penalty: 4617.717773
	Iteration 33Q: 3 clusters Score -1240299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1240300.875000 Penalty: 4617.717773
	Iteration 34Q: 3 clusters Score -1240301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1240304.750000 Penalty: 4617.717773
	Iteration 35Q: 3 clusters Score -1240305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1240306.375000 Penalty: 4617.717773
	Iteration 36Q: 3 clusters Score -1240306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1240309.750000 Penalty: 4617.717773
	Iteration 37Q: 3 clusters Score -1240310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1240313.500000 Penalty: 4617.717773
	Iteration 38Q: 3 clusters Score -1240314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1240316.250000 Penalty: 4617.717773
	Iteration 39Q: 3 clusters Score -1240316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1240317.500000 Penalty: 4617.717773
	Iteration 40F: 3 clusters Score -1240318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1240320.125000 Penalty: 4617.717773
	Iteration 41Q: 3 clusters Score -1240320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1240322.500000 Penalty: 4617.717773
	Iteration 42Q: 3 clusters Score -1240322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1240325.500000 Penalty: 4617.717773
	Iteration 43Q: 3 clusters Score -1240326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1240323.750000 Penalty: 4617.717773
	Iteration 44Q: 3 clusters Score -1240324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1240323.750000 Penalty: 4617.717773
	Iteration 45Q: 3 clusters Score -1240324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1240322.375000 Penalty: 4617.717773
	Iteration 46Q: 3 clusters Score -1240322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1240324.000000 Penalty: 4617.717773
	Iteration 47Q: 3 clusters Score -1240324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1240325.875000 Penalty: 4617.717773
	Iteration 48Q: 3 clusters Score -1240326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1240326.250000 Penalty: 4617.717773
	Iteration 49Q: 3 clusters Score -1240326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1240326.250000 Penalty: 4617.717773
	Iteration 50F: 3 clusters Score -1240326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Entering Unmasked Estep 
Score: -361272.750000 Penalty: 2034.826538
	Iteration 0F: 2 clusters Score -361272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -357652.125000 Penalty: 4069.653076
	Iteration 0F: 3 clusters Score -357652.1 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -358523.062500 Penalty: 4069.653076
	Iteration 1F: 3 clusters Score -358523.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -358854.250000 Penalty: 4069.653076
	Iteration 2F: 3 clusters Score -358854.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -359234.718750 Penalty: 4069.653076
	Iteration 3F: 3 clusters Score -359234.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -359638.875000 Penalty: 4069.653076
	Iteration 4F: 3 clusters Score -359638.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -359935.875000 Penalty: 4069.653076
	Iteration 5F: 3 clusters Score -359935.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -360127.406250 Penalty: 4069.653076
	Iteration 6F: 3 clusters Score -360127.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -360268.250000 Penalty: 4069.653076
	Iteration 7Q: 3 clusters Score -360268.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -360389.281250 Penalty: 4069.653076
	Iteration 8Q: 3 clusters Score -360389.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -360468.625000 Penalty: 4069.653076
	Iteration 9Q: 3 clusters Score -360468.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -360519.562500 Penalty: 4069.653076
	Iteration 10Q: 3 clusters Score -360519.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -360556.812500 Penalty: 4069.653076
	Iteration 11Q: 3 clusters Score -360556.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -360594.218750 Penalty: 4069.653076
	Iteration 12Q: 3 clusters Score -360594.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -360614.218750 Penalty: 4069.653076
	Iteration 13Q: 3 clusters Score -360614.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -360627.281250 Penalty: 4069.653076
	Iteration 14Q: 3 clusters Score -360627.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -360640.937500 Penalty: 4069.653076
	Iteration 15Q: 3 clusters Score -360640.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -360653.718750 Penalty: 4069.653076
	Iteration 16Q: 3 clusters Score -360653.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -360668.156250 Penalty: 4069.653076
	Iteration 17Q: 3 clusters Score -360668.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -360676.437500 Penalty: 4069.653076
	Iteration 18Q: 3 clusters Score -360676.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -360681.812500 Penalty: 4069.653076
	Iteration 19Q: 3 clusters Score -360681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -360686.312500 Penalty: 4069.653076
	Iteration 20F: 3 clusters Score -360686.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -360690.187500 Penalty: 4069.653076
	Iteration 21Q: 3 clusters Score -360690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -360693.468750 Penalty: 4069.653076
	Iteration 22Q: 3 clusters Score -360693.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -360696.343750 Penalty: 4069.653076
	Iteration 23Q: 3 clusters Score -360696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -360697.250000 Penalty: 4069.653076
	Iteration 24Q: 3 clusters Score -360697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -360699.031250 Penalty: 4069.653076
	Iteration 25Q: 3 clusters Score -360699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -360700.593750 Penalty: 4069.653076
	Iteration 26Q: 3 clusters Score -360700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -360702.250000 Penalty: 4069.653076
	Iteration 27Q: 3 clusters Score -360702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -360702.937500 Penalty: 4069.653076
	Iteration 28Q: 3 clusters Score -360702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -360704.187500 Penalty: 4069.653076
	Iteration 29Q: 3 clusters Score -360704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -360705.125000 Penalty: 4069.653076
	Iteration 30Q: 3 clusters Score -360705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -360706.625000 Penalty: 4069.653076
	Iteration 31Q: 3 clusters Score -360706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -360706.562500 Penalty: 4069.653076
	Iteration 32Q: 3 clusters Score -360706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -360706.562500 Penalty: 4069.653076
	Iteration 33F: 3 clusters Score -360706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Entering Unmasked Estep 
Score: -788100.250000 Penalty: 2192.427979
	Iteration 0F: 2 clusters Score -788100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -782389.312500 Penalty: 4384.855957
	Iteration 0F: 3 clusters Score -782389.3 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -783796.187500 Penalty: 4384.855957
	Iteration 1F: 3 clusters Score -783796.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -784001.625000 Penalty: 4384.855957
	Iteration 2F: 3 clusters Score -784001.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -784140.000000 Penalty: 4384.855957
	Iteration 3Q: 3 clusters Score -784140 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -784259.875000 Penalty: 4384.855957
	Iteration 4Q: 3 clusters Score -784259.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -784370.437500 Penalty: 4384.855957
	Iteration 5Q: 3 clusters Score -784370.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -784447.687500 Penalty: 4384.855957
	Iteration 6Q: 3 clusters Score -784447.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -784531.437500 Penalty: 4384.855957
	Iteration 7Q: 3 clusters Score -784531.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -784615.312500 Penalty: 4384.855957
	Iteration 8Q: 3 clusters Score -784615.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -784713.312500 Penalty: 4384.855957
	Iteration 9Q: 3 clusters Score -784713.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -784827.625000 Penalty: 4384.855957
	Iteration 10Q: 3 clusters Score -784827.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -784954.437500 Penalty: 4384.855957
	Iteration 11Q: 3 clusters Score -784954.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -785077.937500 Penalty: 4384.855957
	Iteration 12Q: 3 clusters Score -785077.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -785219.812500 Penalty: 4384.855957
	Iteration 13Q: 3 clusters Score -785219.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -785398.500000 Penalty: 4384.855957
	Iteration 14Q: 3 clusters Score -785398.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -785547.062500 Penalty: 4384.855957
	Iteration 15Q: 3 clusters Score -785547.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -785667.625000 Penalty: 4384.855957
	Iteration 16Q: 3 clusters Score -785667.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -785774.250000 Penalty: 4384.855957
	Iteration 17Q: 3 clusters Score -785774.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -785856.875000 Penalty: 4384.855957
	Iteration 18Q: 3 clusters Score -785856.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -785924.437500 Penalty: 4384.855957
	Iteration 19Q: 3 clusters Score -785924.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -785983.437500 Penalty: 4384.855957
	Iteration 20F: 3 clusters Score -785983.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -786027.125000 Penalty: 4384.855957
	Iteration 21Q: 3 clusters Score -786027.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -786060.500000 Penalty: 4384.855957
	Iteration 22Q: 3 clusters Score -786060.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -786085.687500 Penalty: 4384.855957
	Iteration 23Q: 3 clusters Score -786085.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -786117.875000 Penalty: 4384.855957
	Iteration 24Q: 3 clusters Score -786117.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -786141.875000 Penalty: 4384.855957
	Iteration 25Q: 3 clusters Score -786141.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -786160.562500 Penalty: 4384.855957
	Iteration 26Q: 3 clusters Score -786160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -786173.062500 Penalty: 4384.855957
	Iteration 27Q: 3 clusters Score -786173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -786180.000000 Penalty: 4384.855957
	Iteration 28Q: 3 clusters Score -786180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -786189.437500 Penalty: 4384.855957
	Iteration 29Q: 3 clusters Score -786189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -786193.187500 Penalty: 4384.855957
	Iteration 30Q: 3 clusters Score -786193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -786203.875000 Penalty: 4384.855957
	Iteration 31Q: 3 clusters Score -786203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -786205.250000 Penalty: 4384.855957
	Iteration 32Q: 3 clusters Score -786205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -786208.000000 Penalty: 4384.855957
	Iteration 33Q: 3 clusters Score -786208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -786208.000000 Penalty: 4384.855957
	Iteration 34F: 3 clusters Score -786208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -342651.093750 Penalty: 2039.393066
	Iteration 0F: 2 clusters Score -342651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -338969.468750 Penalty: 4078.786133
	Iteration 0F: 3 clusters Score -338969.5 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -340097.968750 Penalty: 4078.786133
	Iteration 1F: 3 clusters Score -340098 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -340545.406250 Penalty: 4078.786133
	Iteration 2F: 3 clusters Score -340545.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -340896.343750 Penalty: 4078.786133
	Iteration 3F: 3 clusters Score -340896.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -341203.218750 Penalty: 4078.786133
	Iteration 4F: 3 clusters Score -341203.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -341465.531250 Penalty: 4078.786133
	Iteration 5F: 3 clusters Score -341465.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -341667.437500 Penalty: 4078.786133
	Iteration 6F: 3 clusters Score -341667.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -341806.406250 Penalty: 4078.786133
	Iteration 7Q: 3 clusters Score -341806.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -341907.781250 Penalty: 4078.786133
	Iteration 8Q: 3 clusters Score -341907.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -341995.937500 Penalty: 4078.786133
	Iteration 9Q: 3 clusters Score -341995.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -342080.093750 Penalty: 4078.786133
	Iteration 10Q: 3 clusters Score -342080.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -342151.375000 Penalty: 4078.786133
	Iteration 11Q: 3 clusters Score -342151.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -342213.906250 Penalty: 4078.786133
	Iteration 12Q: 3 clusters Score -342213.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -342261.812500 Penalty: 4078.786133
	Iteration 13Q: 3 clusters Score -342261.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -342317.906250 Penalty: 4078.786133
	Iteration 14Q: 3 clusters Score -342317.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -342400.187500 Penalty: 4078.786133
	Iteration 15Q: 3 clusters Score -342400.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -342477.250000 Penalty: 4078.786133
	Iteration 16Q: 3 clusters Score -342477.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -342544.000000 Penalty: 4078.786133
	Iteration 17Q: 3 clusters Score -342544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -342580.156250 Penalty: 4078.786133
	Iteration 18Q: 3 clusters Score -342580.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -342605.781250 Penalty: 4078.786133
	Iteration 19Q: 3 clusters Score -342605.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -342639.531250 Penalty: 4078.786133
	Iteration 20F: 3 clusters Score -342639.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -342661.812500 Penalty: 4078.786133
	Iteration 21Q: 3 clusters Score -342661.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -342682.000000 Penalty: 4078.786133
	Iteration 22Q: 3 clusters Score -342682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -342698.718750 Penalty: 4078.786133
	Iteration 23Q: 3 clusters Score -342698.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -342724.312500 Penalty: 4078.786133
	Iteration 24Q: 3 clusters Score -342724.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -342746.531250 Penalty: 4078.786133
	Iteration 25Q: 3 clusters Score -342746.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -342778.437500 Penalty: 4078.786133
	Iteration 26Q: 3 clusters Score -342778.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -342814.187500 Penalty: 4078.786133
	Iteration 27Q: 3 clusters Score -342814.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -342854.281250 Penalty: 4078.786133
	Iteration 28Q: 3 clusters Score -342854.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -342891.468750 Penalty: 4078.786133
	Iteration 29Q: 3 clusters Score -342891.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -342935.531250 Penalty: 4078.786133
	Iteration 30Q: 3 clusters Score -342935.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -342980.468750 Penalty: 4078.786133
	Iteration 31Q: 3 clusters Score -342980.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -343032.218750 Penalty: 4078.786133
	Iteration 32Q: 3 clusters Score -343032.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -343108.500000 Penalty: 4078.786133
	Iteration 33Q: 3 clusters Score -343108.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -343166.343750 Penalty: 4078.786133
	Iteration 34Q: 3 clusters Score -343166.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -343201.625000 Penalty: 4078.786133
	Iteration 35Q: 3 clusters Score -343201.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -343219.312500 Penalty: 4078.786133
	Iteration 36Q: 3 clusters Score -343219.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -343230.718750 Penalty: 4078.786133
	Iteration 37Q: 3 clusters Score -343230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -343235.125000 Penalty: 4078.786133
	Iteration 38Q: 3 clusters Score -343235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -343238.312500 Penalty: 4078.786133
	Iteration 39Q: 3 clusters Score -343238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -343241.281250 Penalty: 4078.786133
	Iteration 40F: 3 clusters Score -343241.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27382 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108588 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211805 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39660 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52958 members 
Mstep: Class 45 contains 16618 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 2743 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22636 members 
Mstep: Class 56 contains 17517 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Mstep: Class 66 contains 984 members 
Entering Unmasked Estep 
Score: -139299744.000000 Penalty: 230321.296875
Splitting cluster 51 changes total score from -139300224.000000 to -139299744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -413067.281250 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -413067.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -409342.500000 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -409342.5 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -410249.250000 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -410249.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -410494.437500 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -410494.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -410682.406250 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -410682.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -410863.375000 Penalty: 4093.471680
	Iteration 4F: 3 clusters Score -410863.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -411021.468750 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -411021.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -411195.625000 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -411195.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -411360.906250 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -411360.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -411495.312500 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -411495.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -411612.593750 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -411612.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -411703.562500 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -411703.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -411762.093750 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -411762.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -411801.031250 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -411801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -411846.375000 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -411846.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -411891.718750 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -411891.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -411927.593750 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -411927.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -411957.062500 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -411957.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -411984.406250 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -411984.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -412010.375000 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -412010.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -412038.062500 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -412038.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -412070.000000 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -412070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -412100.031250 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -412100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -412125.187500 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -412125.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -412142.812500 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -412142.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -412153.906250 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -412153.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -412167.406250 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -412167.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -412177.375000 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -412177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -412180.656250 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -412180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -412184.750000 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -412184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -412187.093750 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -412187.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -412192.593750 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -412192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -412194.968750 Penalty: 4093.471680
	Iteration 31Q: 3 clusters Score -412195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -412196.093750 Penalty: 4093.471680
	Iteration 32Q: 3 clusters Score -412196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -412196.156250 Penalty: 4093.471680
	Iteration 33Q: 3 clusters Score -412196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -412197.125000 Penalty: 4093.471680
	Iteration 34Q: 3 clusters Score -412197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -412197.125000 Penalty: 4093.471680
	Iteration 35F: 3 clusters Score -412197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Entering Unmasked Estep 
Score: -2561997.750000 Penalty: 2507.394287
	Iteration 0F: 2 clusters Score -2561998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2544832.750000 Penalty: 5014.788574
	Iteration 0F: 3 clusters Score -2544833 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2551066.750000 Penalty: 5014.788574
	Iteration 1F: 3 clusters Score -2551067 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2551850.750000 Penalty: 5014.788574
	Iteration 2F: 3 clusters Score -2551851 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2552794.500000 Penalty: 5014.788574
	Iteration 3F: 3 clusters Score -2552794 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2553892.750000 Penalty: 5014.788574
	Iteration 4F: 3 clusters Score -2553893 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2554959.750000 Penalty: 5014.788574
	Iteration 5F: 3 clusters Score -2554960 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2555971.750000 Penalty: 5014.788574
	Iteration 6F: 3 clusters Score -2555972 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2556873.500000 Penalty: 5014.788574
	Iteration 7F: 3 clusters Score -2556874 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2557581.500000 Penalty: 5014.788574
	Iteration 8Q: 3 clusters Score -2557582 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2558124.250000 Penalty: 5014.788574
	Iteration 9Q: 3 clusters Score -2558124 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2558540.000000 Penalty: 5014.788574
	Iteration 10Q: 3 clusters Score -2558540 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2558887.000000 Penalty: 5014.788574
	Iteration 11Q: 3 clusters Score -2558887 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2559122.500000 Penalty: 5014.788574
	Iteration 12Q: 3 clusters Score -2559122 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2559319.750000 Penalty: 5014.788574
	Iteration 13Q: 3 clusters Score -2559320 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2559491.250000 Penalty: 5014.788574
	Iteration 14Q: 3 clusters Score -2559491 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2559632.500000 Penalty: 5014.788574
	Iteration 15Q: 3 clusters Score -2559632 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2559751.750000 Penalty: 5014.788574
	Iteration 16Q: 3 clusters Score -2559752 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2559842.500000 Penalty: 5014.788574
	Iteration 17Q: 3 clusters Score -2559842 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2559932.500000 Penalty: 5014.788574
	Iteration 18Q: 3 clusters Score -2559932 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2560015.250000 Penalty: 5014.788574
	Iteration 19Q: 3 clusters Score -2560015 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2560069.250000 Penalty: 5014.788574
	Iteration 20F: 3 clusters Score -2560069 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2560121.000000 Penalty: 5014.788574
	Iteration 21Q: 3 clusters Score -2560121 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2560166.500000 Penalty: 5014.788574
	Iteration 22Q: 3 clusters Score -2560166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2560215.250000 Penalty: 5014.788574
	Iteration 23Q: 3 clusters Score -2560215 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2560241.750000 Penalty: 5014.788574
	Iteration 24Q: 3 clusters Score -2560242 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2560278.000000 Penalty: 5014.788574
	Iteration 25Q: 3 clusters Score -2560278 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2560315.750000 Penalty: 5014.788574
	Iteration 26Q: 3 clusters Score -2560316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2560331.250000 Penalty: 5014.788574
	Iteration 27Q: 3 clusters Score -2560331 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2560362.750000 Penalty: 5014.788574
	Iteration 28Q: 3 clusters Score -2560363 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2560392.500000 Penalty: 5014.788574
	Iteration 29Q: 3 clusters Score -2560392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2560419.250000 Penalty: 5014.788574
	Iteration 30Q: 3 clusters Score -2560419 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2560430.250000 Penalty: 5014.788574
	Iteration 31Q: 3 clusters Score -2560430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2560440.500000 Penalty: 5014.788574
	Iteration 32Q: 3 clusters Score -2560440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2560456.750000 Penalty: 5014.788574
	Iteration 33Q: 3 clusters Score -2560457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2560470.250000 Penalty: 5014.788574
	Iteration 34Q: 3 clusters Score -2560470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2560496.000000 Penalty: 5014.788574
	Iteration 35Q: 3 clusters Score -2560496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2560522.500000 Penalty: 5014.788574
	Iteration 36Q: 3 clusters Score -2560522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2560568.750000 Penalty: 5014.788574
	Iteration 37Q: 3 clusters Score -2560569 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2560592.750000 Penalty: 5014.788574
	Iteration 38Q: 3 clusters Score -2560593 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2560613.000000 Penalty: 5014.788574
	Iteration 39Q: 3 clusters Score -2560613 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2560634.750000 Penalty: 5014.788574
	Iteration 40F: 3 clusters Score -2560635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2560647.250000 Penalty: 5014.788574
	Iteration 41Q: 3 clusters Score -2560647 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2560669.500000 Penalty: 5014.788574
	Iteration 42Q: 3 clusters Score -2560670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2560687.500000 Penalty: 5014.788574
	Iteration 43Q: 3 clusters Score -2560688 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2560709.250000 Penalty: 5014.788574
	Iteration 44Q: 3 clusters Score -2560709 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2560728.750000 Penalty: 5014.788574
	Iteration 45Q: 3 clusters Score -2560729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2560746.500000 Penalty: 5014.788574
	Iteration 46Q: 3 clusters Score -2560746 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2560768.750000 Penalty: 5014.788574
	Iteration 47Q: 3 clusters Score -2560769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2560776.000000 Penalty: 5014.788574
	Iteration 48Q: 3 clusters Score -2560776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2560790.500000 Penalty: 5014.788574
	Iteration 49Q: 3 clusters Score -2560790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2560807.500000 Penalty: 5014.788574
	Iteration 50Q: 3 clusters Score -2560808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2560815.250000 Penalty: 5014.788574
	Iteration 51Q: 3 clusters Score -2560815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2560821.000000 Penalty: 5014.788574
	Iteration 52Q: 3 clusters Score -2560821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2560826.500000 Penalty: 5014.788574
	Iteration 53Q: 3 clusters Score -2560826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2560828.250000 Penalty: 5014.788574
	Iteration 54Q: 3 clusters Score -2560828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2560845.000000 Penalty: 5014.788574
	Iteration 55Q: 3 clusters Score -2560845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2560839.250000 Penalty: 5014.788574
	Iteration 56Q: 3 clusters Score -2560839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2560851.750000 Penalty: 5014.788574
	Iteration 57Q: 3 clusters Score -2560852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2560851.750000 Penalty: 5014.788574
	Iteration 58Q: 3 clusters Score -2560852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2560853.500000 Penalty: 5014.788574
	Iteration 59Q: 3 clusters Score -2560854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2560854.250000 Penalty: 5014.788574
	Iteration 60F: 3 clusters Score -2560854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2560862.000000 Penalty: 5014.788574
	Iteration 61Q: 3 clusters Score -2560862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2560860.500000 Penalty: 5014.788574
	Iteration 62Q: 3 clusters Score -2560860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2560856.500000 Penalty: 5014.788574
	Iteration 63Q: 3 clusters Score -2560856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2560863.000000 Penalty: 5014.788574
	Iteration 64Q: 3 clusters Score -2560863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2560865.000000 Penalty: 5014.788574
	Iteration 65Q: 3 clusters Score -2560865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2560871.250000 Penalty: 5014.788574
	Iteration 66Q: 3 clusters Score -2560871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2560872.000000 Penalty: 5014.788574
	Iteration 67Q: 3 clusters Score -2560872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2560876.750000 Penalty: 5014.788574
	Iteration 68Q: 3 clusters Score -2560877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2560879.250000 Penalty: 5014.788574
	Iteration 69Q: 3 clusters Score -2560879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2560889.500000 Penalty: 5014.788574
	Iteration 70Q: 3 clusters Score -2560890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2560895.500000 Penalty: 5014.788574
	Iteration 71Q: 3 clusters Score -2560896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2560900.250000 Penalty: 5014.788574
	Iteration 72Q: 3 clusters Score -2560900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2560901.750000 Penalty: 5014.788574
	Iteration 73Q: 3 clusters Score -2560902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2560903.500000 Penalty: 5014.788574
	Iteration 74Q: 3 clusters Score -2560904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2560910.000000 Penalty: 5014.788574
	Iteration 75Q: 3 clusters Score -2560910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2560919.250000 Penalty: 5014.788574
	Iteration 76Q: 3 clusters Score -2560919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2560916.750000 Penalty: 5014.788574
	Iteration 77Q: 3 clusters Score -2560917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2560924.250000 Penalty: 5014.788574
	Iteration 78Q: 3 clusters Score -2560924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2560929.000000 Penalty: 5014.788574
	Iteration 79Q: 3 clusters Score -2560929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2560928.750000 Penalty: 5014.788574
	Iteration 80F: 3 clusters Score -2560929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2560933.750000 Penalty: 5014.788574
	Iteration 81Q: 3 clusters Score -2560934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2560937.250000 Penalty: 5014.788574
	Iteration 82Q: 3 clusters Score -2560937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2560931.750000 Penalty: 5014.788574
	Iteration 83Q: 3 clusters Score -2560932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2560936.750000 Penalty: 5014.788574
	Iteration 84Q: 3 clusters Score -2560937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2560941.000000 Penalty: 5014.788574
	Iteration 85Q: 3 clusters Score -2560941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2560940.500000 Penalty: 5014.788574
	Iteration 86Q: 3 clusters Score -2560940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2560941.750000 Penalty: 5014.788574
	Iteration 87Q: 3 clusters Score -2560942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2560945.500000 Penalty: 5014.788574
	Iteration 88Q: 3 clusters Score -2560946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2560936.500000 Penalty: 5014.788574
	Iteration 89Q: 3 clusters Score -2560936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2560937.750000 Penalty: 5014.788574
	Iteration 90Q: 3 clusters Score -2560938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2560944.250000 Penalty: 5014.788574
	Iteration 91Q: 3 clusters Score -2560944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2560944.250000 Penalty: 5014.788574
	Iteration 92Q: 3 clusters Score -2560944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2560943.500000 Penalty: 5014.788574
	Iteration 93Q: 3 clusters Score -2560944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2560945.250000 Penalty: 5014.788574
	Iteration 94Q: 3 clusters Score -2560945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2560942.500000 Penalty: 5014.788574
	Iteration 95Q: 3 clusters Score -2560942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2560942.500000 Penalty: 5014.788574
	Iteration 96F: 3 clusters Score -2560942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Entering Unmasked Estep 
Score: -848972.000000 Penalty: 2217.275879
	Iteration 0F: 2 clusters Score -848972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -842826.750000 Penalty: 4434.551758
	Iteration 0F: 3 clusters Score -842826.8 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -844414.312500 Penalty: 4434.551758
	Iteration 1F: 3 clusters Score -844414.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -844818.187500 Penalty: 4434.551758
	Iteration 2F: 3 clusters Score -844818.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -845133.312500 Penalty: 4434.551758
	Iteration 3F: 3 clusters Score -845133.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -845400.062500 Penalty: 4434.551758
	Iteration 4F: 3 clusters Score -845400.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -845620.375000 Penalty: 4434.551758
	Iteration 5Q: 3 clusters Score -845620.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -845820.687500 Penalty: 4434.551758
	Iteration 6Q: 3 clusters Score -845820.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -846030.750000 Penalty: 4434.551758
	Iteration 7Q: 3 clusters Score -846030.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -846284.000000 Penalty: 4434.551758
	Iteration 8Q: 3 clusters Score -846284 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -846666.625000 Penalty: 4434.551758
	Iteration 9Q: 3 clusters Score -846666.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -847044.812500 Penalty: 4434.551758
	Iteration 10Q: 3 clusters Score -847044.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -847309.062500 Penalty: 4434.551758
	Iteration 11Q: 3 clusters Score -847309.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -847493.625000 Penalty: 4434.551758
	Iteration 12Q: 3 clusters Score -847493.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -847613.437500 Penalty: 4434.551758
	Iteration 13Q: 3 clusters Score -847613.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -847700.562500 Penalty: 4434.551758
	Iteration 14Q: 3 clusters Score -847700.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -847773.812500 Penalty: 4434.551758
	Iteration 15Q: 3 clusters Score -847773.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -847839.812500 Penalty: 4434.551758
	Iteration 16Q: 3 clusters Score -847839.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -847874.875000 Penalty: 4434.551758
	Iteration 17Q: 3 clusters Score -847874.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -847903.312500 Penalty: 4434.551758
	Iteration 18Q: 3 clusters Score -847903.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -847932.750000 Penalty: 4434.551758
	Iteration 19Q: 3 clusters Score -847932.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -847973.312500 Penalty: 4434.551758
	Iteration 20F: 3 clusters Score -847973.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -848012.875000 Penalty: 4434.551758
	Iteration 21Q: 3 clusters Score -848012.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -848057.687500 Penalty: 4434.551758
	Iteration 22Q: 3 clusters Score -848057.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -848102.250000 Penalty: 4434.551758
	Iteration 23Q: 3 clusters Score -848102.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -848155.000000 Penalty: 4434.551758
	Iteration 24Q: 3 clusters Score -848155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -848191.250000 Penalty: 4434.551758
	Iteration 25Q: 3 clusters Score -848191.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -848218.250000 Penalty: 4434.551758
	Iteration 26Q: 3 clusters Score -848218.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -848242.437500 Penalty: 4434.551758
	Iteration 27Q: 3 clusters Score -848242.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -848268.437500 Penalty: 4434.551758
	Iteration 28Q: 3 clusters Score -848268.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -848280.500000 Penalty: 4434.551758
	Iteration 29Q: 3 clusters Score -848280.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -848294.500000 Penalty: 4434.551758
	Iteration 30Q: 3 clusters Score -848294.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -848306.250000 Penalty: 4434.551758
	Iteration 31Q: 3 clusters Score -848306.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -848321.687500 Penalty: 4434.551758
	Iteration 32Q: 3 clusters Score -848321.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -848330.312500 Penalty: 4434.551758
	Iteration 33Q: 3 clusters Score -848330.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -848343.250000 Penalty: 4434.551758
	Iteration 34Q: 3 clusters Score -848343.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -848353.187500 Penalty: 4434.551758
	Iteration 35Q: 3 clusters Score -848353.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -848357.187500 Penalty: 4434.551758
	Iteration 36Q: 3 clusters Score -848357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -848362.312500 Penalty: 4434.551758
	Iteration 37Q: 3 clusters Score -848362.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -848371.812500 Penalty: 4434.551758
	Iteration 38Q: 3 clusters Score -848371.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -848377.125000 Penalty: 4434.551758
	Iteration 39Q: 3 clusters Score -848377.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -848381.687500 Penalty: 4434.551758
	Iteration 40F: 3 clusters Score -848381.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -848384.875000 Penalty: 4434.551758
	Iteration 41Q: 3 clusters Score -848384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -848385.437500 Penalty: 4434.551758
	Iteration 42Q: 3 clusters Score -848385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -848388.875000 Penalty: 4434.551758
	Iteration 43Q: 3 clusters Score -848388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -848390.500000 Penalty: 4434.551758
	Iteration 44Q: 3 clusters Score -848390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -848392.437500 Penalty: 4434.551758
	Iteration 45Q: 3 clusters Score -848392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -848393.187500 Penalty: 4434.551758
	Iteration 46Q: 3 clusters Score -848393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -848393.000000 Penalty: 4434.551758
	Iteration 47Q: 3 clusters Score -848393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -848393.312500 Penalty: 4434.551758
	Iteration 48Q: 3 clusters Score -848393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -848393.875000 Penalty: 4434.551758
	Iteration 49Q: 3 clusters Score -848393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -848395.500000 Penalty: 4434.551758
	Iteration 50Q: 3 clusters Score -848395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -848395.812500 Penalty: 4434.551758
	Iteration 51Q: 3 clusters Score -848395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -848396.687500 Penalty: 4434.551758
	Iteration 52Q: 3 clusters Score -848396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -848397.187500 Penalty: 4434.551758
	Iteration 53Q: 3 clusters Score -848397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -848397.187500 Penalty: 4434.551758
	Iteration 54F: 3 clusters Score -848397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (22636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Entering Unmasked Estep 
Score: -2600431.750000 Penalty: 2486.769775
	Iteration 0F: 2 clusters Score -2600432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2584769.750000 Penalty: 4973.539551
	Iteration 0F: 3 clusters Score -2584770 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2589960.750000 Penalty: 4973.539551
	Iteration 1F: 3 clusters Score -2589961 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2590319.250000 Penalty: 4973.539551
	Iteration 2Q: 3 clusters Score -2590319 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2590608.750000 Penalty: 4973.539551
	Iteration 3Q: 3 clusters Score -2590609 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2590860.000000 Penalty: 4973.539551
	Iteration 4Q: 3 clusters Score -2590860 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2591109.000000 Penalty: 4973.539551
	Iteration 5Q: 3 clusters Score -2591109 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2591423.000000 Penalty: 4973.539551
	Iteration 6Q: 3 clusters Score -2591423 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2591815.500000 Penalty: 4973.539551
	Iteration 7Q: 3 clusters Score -2591816 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2592303.250000 Penalty: 4973.539551
	Iteration 8Q: 3 clusters Score -2592303 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2593010.750000 Penalty: 4973.539551
	Iteration 9F: 3 clusters Score -2593011 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2593913.500000 Penalty: 4973.539551
	Iteration 10F: 3 clusters Score -2593914 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2594952.000000 Penalty: 4973.539551
	Iteration 11F: 3 clusters Score -2594952 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2595966.500000 Penalty: 4973.539551
	Iteration 12F: 3 clusters Score -2595966 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2596741.750000 Penalty: 4973.539551
	Iteration 13Q: 3 clusters Score -2596742 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2597269.250000 Penalty: 4973.539551
	Iteration 14Q: 3 clusters Score -2597269 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2597666.250000 Penalty: 4973.539551
	Iteration 15Q: 3 clusters Score -2597666 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2597903.250000 Penalty: 4973.539551
	Iteration 16Q: 3 clusters Score -2597903 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2598042.250000 Penalty: 4973.539551
	Iteration 17Q: 3 clusters Score -2598042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2598109.000000 Penalty: 4973.539551
	Iteration 18Q: 3 clusters Score -2598109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2598158.250000 Penalty: 4973.539551
	Iteration 19Q: 3 clusters Score -2598158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2598200.500000 Penalty: 4973.539551
	Iteration 20F: 3 clusters Score -2598200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2598237.000000 Penalty: 4973.539551
	Iteration 21Q: 3 clusters Score -2598237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2598248.750000 Penalty: 4973.539551
	Iteration 22Q: 3 clusters Score -2598249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2598262.750000 Penalty: 4973.539551
	Iteration 23Q: 3 clusters Score -2598263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2598272.250000 Penalty: 4973.539551
	Iteration 24Q: 3 clusters Score -2598272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2598279.250000 Penalty: 4973.539551
	Iteration 25Q: 3 clusters Score -2598279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2598291.500000 Penalty: 4973.539551
	Iteration 26Q: 3 clusters Score -2598292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2598296.750000 Penalty: 4973.539551
	Iteration 27Q: 3 clusters Score -2598297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2598298.500000 Penalty: 4973.539551
	Iteration 28Q: 3 clusters Score -2598298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2598301.500000 Penalty: 4973.539551
	Iteration 29Q: 3 clusters Score -2598302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2598301.500000 Penalty: 4973.539551
	Iteration 30F: 3 clusters Score -2598302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (17517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Entering Unmasked Estep 
Score: -1833522.125000 Penalty: 2423.189941
	Iteration 0F: 2 clusters Score -1833522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1821071.375000 Penalty: 4846.379883
	Iteration 0F: 3 clusters Score -1821071 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1825241.625000 Penalty: 4846.379883
	Iteration 1F: 3 clusters Score -1825242 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1825775.000000 Penalty: 4846.379883
	Iteration 2F: 3 clusters Score -1825775 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1826324.250000 Penalty: 4846.379883
	Iteration 3F: 3 clusters Score -1826324 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1826855.125000 Penalty: 4846.379883
	Iteration 4F: 3 clusters Score -1826855 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1827397.125000 Penalty: 4846.379883
	Iteration 5F: 3 clusters Score -1827397 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1827904.375000 Penalty: 4846.379883
	Iteration 6F: 3 clusters Score -1827904 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1828384.875000 Penalty: 4846.379883
	Iteration 7Q: 3 clusters Score -1828385 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1828814.125000 Penalty: 4846.379883
	Iteration 8Q: 3 clusters Score -1828814 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1829215.000000 Penalty: 4846.379883
	Iteration 9Q: 3 clusters Score -1829215 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1829555.500000 Penalty: 4846.379883
	Iteration 10Q: 3 clusters Score -1829556 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1829841.875000 Penalty: 4846.379883
	Iteration 11Q: 3 clusters Score -1829842 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1830074.000000 Penalty: 4846.379883
	Iteration 12Q: 3 clusters Score -1830074 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1830258.750000 Penalty: 4846.379883
	Iteration 13Q: 3 clusters Score -1830259 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1830412.500000 Penalty: 4846.379883
	Iteration 14Q: 3 clusters Score -1830412 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1830533.875000 Penalty: 4846.379883
	Iteration 15Q: 3 clusters Score -1830534 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1830657.375000 Penalty: 4846.379883
	Iteration 16Q: 3 clusters Score -1830657 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1830771.250000 Penalty: 4846.379883
	Iteration 17Q: 3 clusters Score -1830771 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1830884.375000 Penalty: 4846.379883
	Iteration 18Q: 3 clusters Score -1830884 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1830962.625000 Penalty: 4846.379883
	Iteration 19Q: 3 clusters Score -1830963 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1831030.125000 Penalty: 4846.379883
	Iteration 20F: 3 clusters Score -1831030 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1831091.250000 Penalty: 4846.379883
	Iteration 21Q: 3 clusters Score -1831091 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1831132.375000 Penalty: 4846.379883
	Iteration 22Q: 3 clusters Score -1831132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1831180.625000 Penalty: 4846.379883
	Iteration 23Q: 3 clusters Score -1831181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1831226.875000 Penalty: 4846.379883
	Iteration 24Q: 3 clusters Score -1831227 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1831265.000000 Penalty: 4846.379883
	Iteration 25Q: 3 clusters Score -1831265 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1831300.125000 Penalty: 4846.379883
	Iteration 26Q: 3 clusters Score -1831300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1831337.500000 Penalty: 4846.379883
	Iteration 27Q: 3 clusters Score -1831338 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1831374.750000 Penalty: 4846.379883
	Iteration 28Q: 3 clusters Score -1831375 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1831410.500000 Penalty: 4846.379883
	Iteration 29Q: 3 clusters Score -1831410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1831450.500000 Penalty: 4846.379883
	Iteration 30Q: 3 clusters Score -1831450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1831492.375000 Penalty: 4846.379883
	Iteration 31Q: 3 clusters Score -1831492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1831542.125000 Penalty: 4846.379883
	Iteration 32Q: 3 clusters Score -1831542 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1831597.125000 Penalty: 4846.379883
	Iteration 33Q: 3 clusters Score -1831597 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1831645.375000 Penalty: 4846.379883
	Iteration 34Q: 3 clusters Score -1831645 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1831683.625000 Penalty: 4846.379883
	Iteration 35Q: 3 clusters Score -1831684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1831722.125000 Penalty: 4846.379883
	Iteration 36Q: 3 clusters Score -1831722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1831754.375000 Penalty: 4846.379883
	Iteration 37Q: 3 clusters Score -1831754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1831789.875000 Penalty: 4846.379883
	Iteration 38Q: 3 clusters Score -1831790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1831811.125000 Penalty: 4846.379883
	Iteration 39Q: 3 clusters Score -1831811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1831814.500000 Penalty: 4846.379883
	Iteration 40F: 3 clusters Score -1831814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1831828.875000 Penalty: 4846.379883
	Iteration 41Q: 3 clusters Score -1831829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1831842.750000 Penalty: 4846.379883
	Iteration 42Q: 3 clusters Score -1831843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1831856.875000 Penalty: 4846.379883
	Iteration 43Q: 3 clusters Score -1831857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1831863.875000 Penalty: 4846.379883
	Iteration 44Q: 3 clusters Score -1831864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1831873.250000 Penalty: 4846.379883
	Iteration 45Q: 3 clusters Score -1831873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1831878.500000 Penalty: 4846.379883
	Iteration 46Q: 3 clusters Score -1831878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1831882.125000 Penalty: 4846.379883
	Iteration 47Q: 3 clusters Score -1831882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1831885.625000 Penalty: 4846.379883
	Iteration 48Q: 3 clusters Score -1831886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1831887.750000 Penalty: 4846.379883
	Iteration 49Q: 3 clusters Score -1831888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1831893.750000 Penalty: 4846.379883
	Iteration 50Q: 3 clusters Score -1831894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1831896.875000 Penalty: 4846.379883
	Iteration 51Q: 3 clusters Score -1831897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1831901.625000 Penalty: 4846.379883
	Iteration 52Q: 3 clusters Score -1831902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1831901.250000 Penalty: 4846.379883
	Iteration 53Q: 3 clusters Score -1831901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1831904.000000 Penalty: 4846.379883
	Iteration 54Q: 3 clusters Score -1831904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1831904.625000 Penalty: 4846.379883
	Iteration 55Q: 3 clusters Score -1831905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1831905.125000 Penalty: 4846.379883
	Iteration 56Q: 3 clusters Score -1831905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1831906.625000 Penalty: 4846.379883
	Iteration 57Q: 3 clusters Score -1831907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1831907.750000 Penalty: 4846.379883
	Iteration 58Q: 3 clusters Score -1831908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1831909.500000 Penalty: 4846.379883
	Iteration 59Q: 3 clusters Score -1831910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1831910.750000 Penalty: 4846.379883
	Iteration 60F: 3 clusters Score -1831911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1831910.375000 Penalty: 4846.379883
	Iteration 61Q: 3 clusters Score -1831910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1831916.000000 Penalty: 4846.379883
	Iteration 62Q: 3 clusters Score -1831916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1831915.125000 Penalty: 4846.379883
	Iteration 63Q: 3 clusters Score -1831915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1831916.000000 Penalty: 4846.379883
	Iteration 64Q: 3 clusters Score -1831916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1831916.125000 Penalty: 4846.379883
	Iteration 65Q: 3 clusters Score -1831916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1831917.375000 Penalty: 4846.379883
	Iteration 66Q: 3 clusters Score -1831917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1831918.500000 Penalty: 4846.379883
	Iteration 67Q: 3 clusters Score -1831918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1831918.750000 Penalty: 4846.379883
	Iteration 68Q: 3 clusters Score -1831919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1831917.500000 Penalty: 4846.379883
	Iteration 69Q: 3 clusters Score -1831918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1831917.625000 Penalty: 4846.379883
	Iteration 70Q: 3 clusters Score -1831918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1831917.625000 Penalty: 4846.379883
	Iteration 71F: 3 clusters Score -1831918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -131384.937500 Penalty: 1763.250122
	Iteration 0F: 2 clusters Score -131384.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129267.679688 Penalty: 3526.500244
	Iteration 0F: 3 clusters Score -129267.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129583.320312 Penalty: 3526.500244
	Iteration 1F: 3 clusters Score -129583.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129673.171875 Penalty: 3526.500244
	Iteration 2F: 3 clusters Score -129673.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129710.937500 Penalty: 3526.500244
	Iteration 3Q: 3 clusters Score -129710.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -129746.703125 Penalty: 3526.500244
	Iteration 4Q: 3 clusters Score -129746.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -129777.289062 Penalty: 3526.500244
	Iteration 5Q: 3 clusters Score -129777.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129789.570312 Penalty: 3526.500244
	Iteration 6Q: 3 clusters Score -129789.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -129801.960938 Penalty: 3526.500244
	Iteration 7Q: 3 clusters Score -129802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129809.804688 Penalty: 3526.500244
	Iteration 8Q: 3 clusters Score -129809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129817.484375 Penalty: 3526.500244
	Iteration 9Q: 3 clusters Score -129817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -129823.804688 Penalty: 3526.500244
	Iteration 10Q: 3 clusters Score -129823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -129828.093750 Penalty: 3526.500244
	Iteration 11Q: 3 clusters Score -129828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129829.843750 Penalty: 3526.500244
	Iteration 12Q: 3 clusters Score -129829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129831.906250 Penalty: 3526.500244
	Iteration 13Q: 3 clusters Score -129831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129834.093750 Penalty: 3526.500244
	Iteration 14Q: 3 clusters Score -129834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -129837.054688 Penalty: 3526.500244
	Iteration 15Q: 3 clusters Score -129837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129838.851562 Penalty: 3526.500244
	Iteration 16Q: 3 clusters Score -129838.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -129841.390625 Penalty: 3526.500244
	Iteration 17Q: 3 clusters Score -129841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -129847.414062 Penalty: 3526.500244
	Iteration 18Q: 3 clusters Score -129847.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -129851.210938 Penalty: 3526.500244
	Iteration 19Q: 3 clusters Score -129851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129857.445312 Penalty: 3526.500244
	Iteration 20F: 3 clusters Score -129857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129858.710938 Penalty: 3526.500244
	Iteration 21Q: 3 clusters Score -129858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -129861.046875 Penalty: 3526.500244
	Iteration 22Q: 3 clusters Score -129861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -129867.242188 Penalty: 3526.500244
	Iteration 23Q: 3 clusters Score -129867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -129869.375000 Penalty: 3526.500244
	Iteration 24Q: 3 clusters Score -129869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129870.945312 Penalty: 3526.500244
	Iteration 25Q: 3 clusters Score -129870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -129872.812500 Penalty: 3526.500244
	Iteration 26Q: 3 clusters Score -129872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -129876.859375 Penalty: 3526.500244
	Iteration 27Q: 3 clusters Score -129876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -129883.578125 Penalty: 3526.500244
	Iteration 28Q: 3 clusters Score -129883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129887.257812 Penalty: 3526.500244
	Iteration 29Q: 3 clusters Score -129887.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -129889.359375 Penalty: 3526.500244
	Iteration 30Q: 3 clusters Score -129889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -129890.070312 Penalty: 3526.500244
	Iteration 31Q: 3 clusters Score -129890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -129890.070312 Penalty: 3526.500244
	Iteration 32F: 3 clusters Score -129890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -702805.625000 Penalty: 2167.285889
	Iteration 0F: 2 clusters Score -702805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -697506.312500 Penalty: 4334.571777
	Iteration 0F: 3 clusters Score -697506.3 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -698966.125000 Penalty: 4334.571777
	Iteration 1F: 3 clusters Score -698966.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -699277.875000 Penalty: 4334.571777
	Iteration 2F: 3 clusters Score -699277.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -699560.937500 Penalty: 4334.571777
	Iteration 3F: 3 clusters Score -699560.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -699873.500000 Penalty: 4334.571777
	Iteration 4F: 3 clusters Score -699873.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -700158.062500 Penalty: 4334.571777
	Iteration 5F: 3 clusters Score -700158.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -700394.750000 Penalty: 4334.571777
	Iteration 6F: 3 clusters Score -700394.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -700580.437500 Penalty: 4334.571777
	Iteration 7Q: 3 clusters Score -700580.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -700717.750000 Penalty: 4334.571777
	Iteration 8Q: 3 clusters Score -700717.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -700829.750000 Penalty: 4334.571777
	Iteration 9Q: 3 clusters Score -700829.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -700899.937500 Penalty: 4334.571777
	Iteration 10Q: 3 clusters Score -700899.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -700945.437500 Penalty: 4334.571777
	Iteration 11Q: 3 clusters Score -700945.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -700981.500000 Penalty: 4334.571777
	Iteration 12Q: 3 clusters Score -700981.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -701009.937500 Penalty: 4334.571777
	Iteration 13Q: 3 clusters Score -701009.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -701031.312500 Penalty: 4334.571777
	Iteration 14Q: 3 clusters Score -701031.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -701043.062500 Penalty: 4334.571777
	Iteration 15Q: 3 clusters Score -701043.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -701052.812500 Penalty: 4334.571777
	Iteration 16Q: 3 clusters Score -701052.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -701062.625000 Penalty: 4334.571777
	Iteration 17Q: 3 clusters Score -701062.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -701070.625000 Penalty: 4334.571777
	Iteration 18Q: 3 clusters Score -701070.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -701077.125000 Penalty: 4334.571777
	Iteration 19Q: 3 clusters Score -701077.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -701084.187500 Penalty: 4334.571777
	Iteration 20F: 3 clusters Score -701084.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -701089.250000 Penalty: 4334.571777
	Iteration 21Q: 3 clusters Score -701089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -701092.500000 Penalty: 4334.571777
	Iteration 22Q: 3 clusters Score -701092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -701095.500000 Penalty: 4334.571777
	Iteration 23Q: 3 clusters Score -701095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -701095.250000 Penalty: 4334.571777
	Iteration 24Q: 3 clusters Score -701095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -701099.187500 Penalty: 4334.571777
	Iteration 25Q: 3 clusters Score -701099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -701098.562500 Penalty: 4334.571777
	Iteration 26Q: 3 clusters Score -701098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -701097.750000 Penalty: 4334.571777
	Iteration 27Q: 3 clusters Score -701097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -701097.750000 Penalty: 4334.571777
	Iteration 28F: 3 clusters Score -701097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -47956.152344 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -47956.15 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 233 members 
Entering Unmasked Estep 
Score: -46474.078125 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -46474.08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46658.054688 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -46658.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46793.945312 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -46793.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46858.472656 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -46858.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46891.550781 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -46891.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46909.785156 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -46909.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46926.968750 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -46926.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46935.203125 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -46935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46943.085938 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -46943.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46945.949219 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -46945.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46950.355469 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -46950.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46955.921875 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -46955.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46961.402344 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -46961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46973.222656 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -46973.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46980.015625 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -46980.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46982.519531 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -46982.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46984.949219 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -46984.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46984.949219 Penalty: 3078.461670
	Iteration 17F: 3 clusters Score -46984.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -515177.468750 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -515177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -510870.125000 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -510870.1 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -511896.406250 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -511896.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -512132.281250 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -512132.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -512276.312500 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -512276.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -512397.750000 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -512397.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -512524.843750 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -512524.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -512655.500000 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -512655.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -512781.562500 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -512781.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -512924.406250 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -512924.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -513086.218750 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -513086.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -513325.812500 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -513325.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -513578.875000 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -513578.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -513818.437500 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -513818.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -513984.125000 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -513984.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -514078.281250 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -514078.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -514156.750000 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -514156.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -514226.468750 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -514226.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -514265.781250 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -514265.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -514289.062500 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -514289.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -514296.968750 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -514297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -514303.906250 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -514303.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -514307.093750 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -514307.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -514308.437500 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -514308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -514312.343750 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -514312.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -514314.281250 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -514314.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -514315.531250 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -514315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -514316.968750 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -514317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -514317.468750 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -514317.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -514317.468750 Penalty: 4183.278320
	Iteration 28F: 3 clusters Score -514317.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117362.687500 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -117362.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -115352.437500 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -115352.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -115656.476562 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -115656.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115754.085938 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -115754.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -115788.765625 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -115788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115810.945312 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -115810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115821.273438 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -115821.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115828.632812 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -115828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115836.171875 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -115836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -115841.406250 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -115841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -115846.890625 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -115846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -115855.625000 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -115855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -115865.132812 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -115865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115867.703125 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -115867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115872.281250 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -115872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115879.960938 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -115880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115881.085938 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -115881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115881.515625 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -115881.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115882.023438 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -115882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115882.843750 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -115882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115883.554688 Penalty: 3460.731689
	Iteration 19Q: 3 clusters Score -115883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115884.046875 Penalty: 3460.731689
	Iteration 20F: 3 clusters Score -115884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (4900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Entering Unmasked Estep 
Score: -455250.468750 Penalty: 2107.253662
	Iteration 0F: 2 clusters Score -455250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -450795.062500 Penalty: 4214.507324
	Iteration 0F: 3 clusters Score -450795.1 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -451857.812500 Penalty: 4214.507324
	Iteration 1F: 3 clusters Score -451857.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -452154.531250 Penalty: 4214.507324
	Iteration 2F: 3 clusters Score -452154.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -452389.187500 Penalty: 4214.507324
	Iteration 3F: 3 clusters Score -452389.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -452576.562500 Penalty: 4214.507324
	Iteration 4Q: 3 clusters Score -452576.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -452782.531250 Penalty: 4214.507324
	Iteration 5Q: 3 clusters Score -452782.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -452977.718750 Penalty: 4214.507324
	Iteration 6Q: 3 clusters Score -452977.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -453161.218750 Penalty: 4214.507324
	Iteration 7Q: 3 clusters Score -453161.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -453313.218750 Penalty: 4214.507324
	Iteration 8Q: 3 clusters Score -453313.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -453427.656250 Penalty: 4214.507324
	Iteration 9Q: 3 clusters Score -453427.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -453521.062500 Penalty: 4214.507324
	Iteration 10Q: 3 clusters Score -453521.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -453615.281250 Penalty: 4214.507324
	Iteration 11Q: 3 clusters Score -453615.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -453713.375000 Penalty: 4214.507324
	Iteration 12Q: 3 clusters Score -453713.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -453825.593750 Penalty: 4214.507324
	Iteration 13Q: 3 clusters Score -453825.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -453917.062500 Penalty: 4214.507324
	Iteration 14Q: 3 clusters Score -453917.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -453992.468750 Penalty: 4214.507324
	Iteration 15Q: 3 clusters Score -453992.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -454082.687500 Penalty: 4214.507324
	Iteration 16Q: 3 clusters Score -454082.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -454186.562500 Penalty: 4214.507324
	Iteration 17Q: 3 clusters Score -454186.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -454277.906250 Penalty: 4214.507324
	Iteration 18Q: 3 clusters Score -454277.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -454352.625000 Penalty: 4214.507324
	Iteration 19Q: 3 clusters Score -454352.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -454404.468750 Penalty: 4214.507324
	Iteration 20F: 3 clusters Score -454404.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -454440.187500 Penalty: 4214.507324
	Iteration 21Q: 3 clusters Score -454440.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -454478.125000 Penalty: 4214.507324
	Iteration 22Q: 3 clusters Score -454478.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -454517.250000 Penalty: 4214.507324
	Iteration 23Q: 3 clusters Score -454517.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -454550.937500 Penalty: 4214.507324
	Iteration 24Q: 3 clusters Score -454550.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -454573.375000 Penalty: 4214.507324
	Iteration 25Q: 3 clusters Score -454573.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -454599.031250 Penalty: 4214.507324
	Iteration 26Q: 3 clusters Score -454599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -454627.406250 Penalty: 4214.507324
	Iteration 27Q: 3 clusters Score -454627.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -454644.093750 Penalty: 4214.507324
	Iteration 28Q: 3 clusters Score -454644.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -454659.218750 Penalty: 4214.507324
	Iteration 29Q: 3 clusters Score -454659.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -454668.343750 Penalty: 4214.507324
	Iteration 30Q: 3 clusters Score -454668.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -454674.125000 Penalty: 4214.507324
	Iteration 31Q: 3 clusters Score -454674.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -454678.781250 Penalty: 4214.507324
	Iteration 32Q: 3 clusters Score -454678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -454680.781250 Penalty: 4214.507324
	Iteration 33Q: 3 clusters Score -454680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -454684.156250 Penalty: 4214.507324
	Iteration 34Q: 3 clusters Score -454684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -454687.781250 Penalty: 4214.507324
	Iteration 35Q: 3 clusters Score -454687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -454690.250000 Penalty: 4214.507324
	Iteration 36Q: 3 clusters Score -454690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -454691.031250 Penalty: 4214.507324
	Iteration 37Q: 3 clusters Score -454691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -454691.875000 Penalty: 4214.507324
	Iteration 38Q: 3 clusters Score -454691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -454691.875000 Penalty: 4214.507324
	Iteration 39F: 3 clusters Score -454691.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81665.382812 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81665.38 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 405 members 
Entering Unmasked Estep 
Score: -79898.585938 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79898.59 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80144.632812 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80144.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80204.203125 Penalty: 3306.179199
	Iteration 2Q: 3 clusters Score -80204.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80233.757812 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -80233.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80253.296875 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80253.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80267.460938 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80267.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80278.664062 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80278.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80284.031250 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80284.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80292.632812 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80292.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80303.125000 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80303.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80306.726562 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -80306.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80306.726562 Penalty: 3306.179199
	Iteration 11F: 3 clusters Score -80306.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -92899.671875 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -92899.67 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 457 members 
Entering Unmasked Estep 
Score: -91114.062500 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -91114.06 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -91498.640625 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -91498.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91657.054688 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -91657.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -91733.031250 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -91733.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91779.554688 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -91779.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -91803.296875 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -91803.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -91838.750000 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -91838.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -91858.023438 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -91858.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -91872.304688 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -91872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91881.773438 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -91881.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -91889.609375 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -91889.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -91892.804688 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -91892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -91901.656250 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -91901.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -91911.390625 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -91911.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -91913.265625 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -91913.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -91913.710938 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -91913.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -91913.710938 Penalty: 3376.735596
	Iteration 16F: 3 clusters Score -91913.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (27741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Entering Unmasked Estep 
Score: -3155380.000000 Penalty: 2537.205566
	Iteration 0F: 2 clusters Score -3155380 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 13906 members 
Entering Unmasked Estep 
Score: -3136250.250000 Penalty: 5074.411133
	Iteration 0F: 3 clusters Score -3136250 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3142977.750000 Penalty: 5074.411133
	Iteration 1F: 3 clusters Score -3142978 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3143596.500000 Penalty: 5074.411133
	Iteration 2F: 3 clusters Score -3143596 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3144209.000000 Penalty: 5074.411133
	Iteration 3F: 3 clusters Score -3144209 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3144882.500000 Penalty: 5074.411133
	Iteration 4F: 3 clusters Score -3144882 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3145634.500000 Penalty: 5074.411133
	Iteration 5F: 3 clusters Score -3145634 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3146471.250000 Penalty: 5074.411133
	Iteration 6F: 3 clusters Score -3146471 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3147359.750000 Penalty: 5074.411133
	Iteration 7F: 3 clusters Score -3147360 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3148160.500000 Penalty: 5074.411133
	Iteration 8F: 3 clusters Score -3148160 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3148951.750000 Penalty: 5074.411133
	Iteration 9Q: 3 clusters Score -3148952 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3149750.250000 Penalty: 5074.411133
	Iteration 10Q: 3 clusters Score -3149750 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3150609.750000 Penalty: 5074.411133
	Iteration 11Q: 3 clusters Score -3150610 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3151473.250000 Penalty: 5074.411133
	Iteration 12Q: 3 clusters Score -3151473 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3152347.000000 Penalty: 5074.411133
	Iteration 13Q: 3 clusters Score -3152347 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3152976.000000 Penalty: 5074.411133
	Iteration 14Q: 3 clusters Score -3152976 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3153374.500000 Penalty: 5074.411133
	Iteration 15Q: 3 clusters Score -3153374 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3153615.000000 Penalty: 5074.411133
	Iteration 16Q: 3 clusters Score -3153615 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3153770.500000 Penalty: 5074.411133
	Iteration 17Q: 3 clusters Score -3153770 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3153910.000000 Penalty: 5074.411133
	Iteration 18Q: 3 clusters Score -3153910 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3154035.500000 Penalty: 5074.411133
	Iteration 19Q: 3 clusters Score -3154036 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3154153.500000 Penalty: 5074.411133
	Iteration 20F: 3 clusters Score -3154154 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3154272.500000 Penalty: 5074.411133
	Iteration 21Q: 3 clusters Score -3154272 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3154402.500000 Penalty: 5074.411133
	Iteration 22Q: 3 clusters Score -3154402 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3154559.750000 Penalty: 5074.411133
	Iteration 23Q: 3 clusters Score -3154560 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3154753.000000 Penalty: 5074.411133
	Iteration 24Q: 3 clusters Score -3154753 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3154980.750000 Penalty: 5074.411133
	Iteration 25Q: 3 clusters Score -3154981 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3155184.000000 Penalty: 5074.411133
	Iteration 26Q: 3 clusters Score -3155184 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3155327.000000 Penalty: 5074.411133
	Iteration 27Q: 3 clusters Score -3155327 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3155397.750000 Penalty: 5074.411133
	Iteration 28Q: 3 clusters Score -3155398 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3155435.750000 Penalty: 5074.411133
	Iteration 29Q: 3 clusters Score -3155436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3155446.500000 Penalty: 5074.411133
	Iteration 30Q: 3 clusters Score -3155446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3155449.500000 Penalty: 5074.411133
	Iteration 31Q: 3 clusters Score -3155450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3155453.000000 Penalty: 5074.411133
	Iteration 32Q: 3 clusters Score -3155453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3155454.750000 Penalty: 5074.411133
	Iteration 33Q: 3 clusters Score -3155455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3155444.750000 Penalty: 5074.411133
	Iteration 34Q: 3 clusters Score -3155445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3155447.500000 Penalty: 5074.411133
	Iteration 35Q: 3 clusters Score -3155448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3155450.750000 Penalty: 5074.411133
	Iteration 36Q: 3 clusters Score -3155451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3155454.750000 Penalty: 5074.411133
	Iteration 37Q: 3 clusters Score -3155455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3155453.500000 Penalty: 5074.411133
	Iteration 38Q: 3 clusters Score -3155454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3155454.250000 Penalty: 5074.411133
	Iteration 39Q: 3 clusters Score -3155454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3155450.500000 Penalty: 5074.411133
	Iteration 40F: 3 clusters Score -3155450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27382 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108588 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211805 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39660 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52958 members 
Mstep: Class 45 contains 16618 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22636 members 
Mstep: Class 56 contains 17517 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 14591 members 
Mstep: Class 66 contains 13150 members 
Entering Unmasked Estep 
Score: -139299376.000000 Penalty: 230321.296875
Splitting cluster 65 changes total score from -139300224.000000 to -139299376.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27382 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108588 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211805 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39660 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6977 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 52958 members 
Mstep: Class 45 contains 16618 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22636 members 
Mstep: Class 56 contains 17517 members 
Mstep: Class 57 contains 1224 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300368.000000 Penalty: 226831.578125
Iteration 399Q: 66 clusters Score -1.393004e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27382 members 
Mstep: Class 4 contains 3836 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108589 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211802 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 39654 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12417 members 
Mstep: Class 32 contains 15005 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6979 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7165 members 
Mstep: Class 44 contains 52959 members 
Mstep: Class 45 contains 16618 members 
Mstep: Class 46 contains 44513 members 
Mstep: Class 47 contains 13953 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3659 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17520 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4900 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300336.000000 Penalty: 226831.578125
Iteration 400F: 66 clusters Score -1.393003e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108593 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211801 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 39641 members 
Mstep: Class 18 contains 36524 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10058 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15005 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6982 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7166 members 
Mstep: Class 44 contains 52960 members 
Mstep: Class 45 contains 16620 members 
Mstep: Class 46 contains 44513 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 11046 members 
Mstep: Class 49 contains 3658 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17528 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4902 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300384.000000 Penalty: 226831.578125
Iteration 401Q: 66 clusters Score -1.393004e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27379 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108595 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211799 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 39632 members 
Mstep: Class 18 contains 36524 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 10057 members 
Mstep: Class 23 contains 6453 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15005 members 
Mstep: Class 33 contains 9496 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6985 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3060 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7166 members 
Mstep: Class 44 contains 52961 members 
Mstep: Class 45 contains 16620 members 
Mstep: Class 46 contains 44514 members 
Mstep: Class 47 contains 13955 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17535 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4902 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300432.000000 Penalty: 226831.578125
Iteration 402Q: 66 clusters Score -1.393004e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27377 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108598 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211797 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 39616 members 
Mstep: Class 18 contains 36524 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10058 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15005 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6988 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7167 members 
Mstep: Class 44 contains 52961 members 
Mstep: Class 45 contains 16620 members 
Mstep: Class 46 contains 44513 members 
Mstep: Class 47 contains 13954 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6908 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24598 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17553 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4902 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300512.000000 Penalty: 226831.578125
Iteration 403Q: 66 clusters Score -1.393005e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27373 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108598 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211795 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 39592 members 
Mstep: Class 18 contains 36523 members 
Mstep: Class 19 contains 128145 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10059 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15005 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 6989 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7168 members 
Mstep: Class 44 contains 52964 members 
Mstep: Class 45 contains 16620 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13954 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6909 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17576 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4603 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4903 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300464.000000 Penalty: 226831.578125
Iteration 404Q: 66 clusters Score -1.393005e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27370 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108601 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15723 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211789 members 
Mstep: Class 16 contains 23817 members 
Mstep: Class 17 contains 39566 members 
Mstep: Class 18 contains 36522 members 
Mstep: Class 19 contains 128145 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10060 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 15005 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12196 members 
Mstep: Class 37 contains 6992 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3060 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7171 members 
Mstep: Class 44 contains 52961 members 
Mstep: Class 45 contains 16620 members 
Mstep: Class 46 contains 44511 members 
Mstep: Class 47 contains 13954 members 
Mstep: Class 48 contains 11047 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6910 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22639 members 
Mstep: Class 56 contains 17601 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4603 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4905 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300528.000000 Penalty: 226831.578125
Iteration 405Q: 66 clusters Score -1.393005e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27365 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 18051 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108605 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15725 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211778 members 
Mstep: Class 16 contains 23816 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 36520 members 
Mstep: Class 19 contains 128145 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10059 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7970 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12417 members 
Mstep: Class 32 contains 15006 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12197 members 
Mstep: Class 37 contains 6993 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3060 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7171 members 
Mstep: Class 44 contains 52962 members 
Mstep: Class 45 contains 16620 members 
Mstep: Class 46 contains 44513 members 
Mstep: Class 47 contains 13953 members 
Mstep: Class 48 contains 11048 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 6911 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24598 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22638 members 
Mstep: Class 56 contains 17627 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4603 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4906 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300512.000000 Penalty: 226831.578125
Iteration 406Q: 66 clusters Score -1.393005e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27362 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108607 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211768 members 
Mstep: Class 16 contains 23817 members 
Mstep: Class 17 contains 39534 members 
Mstep: Class 18 contains 36521 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 6453 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7972 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12416 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 6997 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3061 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7173 members 
Mstep: Class 44 contains 52970 members 
Mstep: Class 45 contains 16620 members 
Mstep: Class 46 contains 44512 members 
Mstep: Class 47 contains 13952 members 
Mstep: Class 48 contains 11049 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6915 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22636 members 
Mstep: Class 56 contains 17649 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4906 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300352.000000 Penalty: 226831.578125
Iteration 407Q: 66 clusters Score -1.393004e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27360 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140538 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16681 members 
Mstep: Class 9 contains 108607 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211758 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 39520 members 
Mstep: Class 18 contains 36521 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10049 members 
Mstep: Class 23 contains 6455 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7971 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12415 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7000 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3062 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7173 members 
Mstep: Class 44 contains 52977 members 
Mstep: Class 45 contains 16620 members 
Mstep: Class 46 contains 44509 members 
Mstep: Class 47 contains 13954 members 
Mstep: Class 48 contains 11049 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6916 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22635 members 
Mstep: Class 56 contains 17673 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4907 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300464.000000 Penalty: 226831.578125
Iteration 408Q: 66 clusters Score -1.393005e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27354 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 108613 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211747 members 
Mstep: Class 16 contains 23816 members 
Mstep: Class 17 contains 39514 members 
Mstep: Class 18 contains 36520 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10044 members 
Mstep: Class 23 contains 6456 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7972 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7005 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3063 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7173 members 
Mstep: Class 44 contains 52973 members 
Mstep: Class 45 contains 16621 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13957 members 
Mstep: Class 48 contains 11049 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6916 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22634 members 
Mstep: Class 56 contains 17693 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4908 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300368.000000 Penalty: 226831.578125
Iteration 409Q: 66 clusters Score -1.393004e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27351 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108616 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15715 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211741 members 
Mstep: Class 16 contains 23816 members 
Mstep: Class 17 contains 39492 members 
Mstep: Class 18 contains 36520 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 6458 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7971 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7006 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3062 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7172 members 
Mstep: Class 44 contains 52977 members 
Mstep: Class 45 contains 16622 members 
Mstep: Class 46 contains 44507 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11049 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6916 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22635 members 
Mstep: Class 56 contains 17721 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4908 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300496.000000 Penalty: 226831.578125
Iteration 410Q: 66 clusters Score -1.393005e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27350 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108618 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211732 members 
Mstep: Class 16 contains 23816 members 
Mstep: Class 17 contains 39456 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 6459 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7972 members 
Mstep: Class 28 contains 11502 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12414 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7008 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3062 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7171 members 
Mstep: Class 44 contains 52983 members 
Mstep: Class 45 contains 16623 members 
Mstep: Class 46 contains 44509 members 
Mstep: Class 47 contains 13962 members 
Mstep: Class 48 contains 11050 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6916 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22635 members 
Mstep: Class 56 contains 17746 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4907 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300352.000000 Penalty: 226831.578125
Iteration 411Q: 66 clusters Score -1.393004e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27350 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108621 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211718 members 
Mstep: Class 16 contains 23814 members 
Mstep: Class 17 contains 39422 members 
Mstep: Class 18 contains 36520 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 10035 members 
Mstep: Class 23 contains 6461 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7974 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12415 members 
Mstep: Class 32 contains 15006 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7011 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3062 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7171 members 
Mstep: Class 44 contains 52993 members 
Mstep: Class 45 contains 16624 members 
Mstep: Class 46 contains 44507 members 
Mstep: Class 47 contains 13965 members 
Mstep: Class 48 contains 11055 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6917 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22635 members 
Mstep: Class 56 contains 17768 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4907 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300368.000000 Penalty: 226831.578125
Iteration 412Q: 66 clusters Score -1.393004e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27349 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108626 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211707 members 
Mstep: Class 16 contains 23813 members 
Mstep: Class 17 contains 39386 members 
Mstep: Class 18 contains 36521 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 6462 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7974 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 12414 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7014 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3062 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7171 members 
Mstep: Class 44 contains 53002 members 
Mstep: Class 45 contains 16624 members 
Mstep: Class 46 contains 44508 members 
Mstep: Class 47 contains 13967 members 
Mstep: Class 48 contains 11057 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6917 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22635 members 
Mstep: Class 56 contains 17793 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4908 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300352.000000 Penalty: 226831.578125
Iteration 413Q: 66 clusters Score -1.393004e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108637 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15716 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211694 members 
Mstep: Class 16 contains 23812 members 
Mstep: Class 17 contains 39353 members 
Mstep: Class 18 contains 36522 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 6464 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7973 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12415 members 
Mstep: Class 32 contains 15006 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7017 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3063 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7172 members 
Mstep: Class 44 contains 53005 members 
Mstep: Class 45 contains 16624 members 
Mstep: Class 46 contains 44511 members 
Mstep: Class 47 contains 13967 members 
Mstep: Class 48 contains 11060 members 
Mstep: Class 49 contains 3647 members 
Mstep: Class 50 contains 6919 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22635 members 
Mstep: Class 56 contains 17824 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4908 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300240.000000 Penalty: 226831.578125
Iteration 414Q: 66 clusters Score -1.393002e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27342 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108647 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211692 members 
Mstep: Class 16 contains 23811 members 
Mstep: Class 17 contains 39319 members 
Mstep: Class 18 contains 36522 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 6465 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7973 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12415 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7017 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3063 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7173 members 
Mstep: Class 44 contains 53008 members 
Mstep: Class 45 contains 16624 members 
Mstep: Class 46 contains 44515 members 
Mstep: Class 47 contains 13964 members 
Mstep: Class 48 contains 11064 members 
Mstep: Class 49 contains 3645 members 
Mstep: Class 50 contains 6921 members 
Mstep: Class 51 contains 3727 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22633 members 
Mstep: Class 56 contains 17856 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4907 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300192.000000 Penalty: 226831.578125
Iteration 415Q: 66 clusters Score -1.393002e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27340 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108652 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15718 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211685 members 
Mstep: Class 16 contains 23813 members 
Mstep: Class 17 contains 39295 members 
Mstep: Class 18 contains 36521 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10019 members 
Mstep: Class 23 contains 6466 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7981 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12416 members 
Mstep: Class 32 contains 15006 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7019 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3064 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7169 members 
Mstep: Class 44 contains 53009 members 
Mstep: Class 45 contains 16624 members 
Mstep: Class 46 contains 44518 members 
Mstep: Class 47 contains 13963 members 
Mstep: Class 48 contains 11063 members 
Mstep: Class 49 contains 3644 members 
Mstep: Class 50 contains 6921 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22632 members 
Mstep: Class 56 contains 17884 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4907 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300288.000000 Penalty: 226831.578125
Iteration 416Q: 66 clusters Score -1.393003e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27340 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108659 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211668 members 
Mstep: Class 16 contains 23812 members 
Mstep: Class 17 contains 39271 members 
Mstep: Class 18 contains 36524 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 10013 members 
Mstep: Class 23 contains 6469 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 11502 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 12415 members 
Mstep: Class 32 contains 15009 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7018 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3064 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7172 members 
Mstep: Class 44 contains 53009 members 
Mstep: Class 45 contains 16625 members 
Mstep: Class 46 contains 44518 members 
Mstep: Class 47 contains 13963 members 
Mstep: Class 48 contains 11064 members 
Mstep: Class 49 contains 3643 members 
Mstep: Class 50 contains 6921 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22632 members 
Mstep: Class 56 contains 17911 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4602 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4908 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300304.000000 Penalty: 226831.578125
Iteration 417Q: 66 clusters Score -1.393003e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27336 members 
Mstep: Class 4 contains 3830 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108668 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15716 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211650 members 
Mstep: Class 16 contains 23814 members 
Mstep: Class 17 contains 39232 members 
Mstep: Class 18 contains 36523 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 10006 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7987 members 
Mstep: Class 28 contains 11502 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12419 members 
Mstep: Class 32 contains 15010 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7016 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3066 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7174 members 
Mstep: Class 44 contains 53017 members 
Mstep: Class 45 contains 16625 members 
Mstep: Class 46 contains 44518 members 
Mstep: Class 47 contains 13962 members 
Mstep: Class 48 contains 11064 members 
Mstep: Class 49 contains 3643 members 
Mstep: Class 50 contains 6921 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24597 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22630 members 
Mstep: Class 56 contains 17952 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4909 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300224.000000 Penalty: 226831.578125
Iteration 418Q: 66 clusters Score -1.393002e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27329 members 
Mstep: Class 4 contains 3830 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108669 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211635 members 
Mstep: Class 16 contains 23810 members 
Mstep: Class 17 contains 39209 members 
Mstep: Class 18 contains 36521 members 
Mstep: Class 19 contains 128146 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 10005 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 12420 members 
Mstep: Class 32 contains 15010 members 
Mstep: Class 33 contains 9486 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7016 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3065 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7176 members 
Mstep: Class 44 contains 53018 members 
Mstep: Class 45 contains 16625 members 
Mstep: Class 46 contains 44516 members 
Mstep: Class 47 contains 13959 members 
Mstep: Class 48 contains 11065 members 
Mstep: Class 49 contains 3641 members 
Mstep: Class 50 contains 6920 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24598 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22631 members 
Mstep: Class 56 contains 17999 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4909 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300528.000000 Penalty: 226831.578125
Iteration 419Q: 66 clusters Score -1.393005e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27323 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108667 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15723 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211619 members 
Mstep: Class 16 contains 23809 members 
Mstep: Class 17 contains 39179 members 
Mstep: Class 18 contains 36522 members 
Mstep: Class 19 contains 128143 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12420 members 
Mstep: Class 32 contains 15011 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9721 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7019 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3064 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7176 members 
Mstep: Class 44 contains 53020 members 
Mstep: Class 45 contains 16625 members 
Mstep: Class 46 contains 44519 members 
Mstep: Class 47 contains 13956 members 
Mstep: Class 48 contains 11069 members 
Mstep: Class 49 contains 3642 members 
Mstep: Class 50 contains 6920 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24600 members 
Mstep: Class 54 contains 7636 members 
Mstep: Class 55 contains 22631 members 
Mstep: Class 56 contains 18044 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4598 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4909 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300608.000000 Penalty: 226831.578125
Iteration 420F: 66 clusters Score -1.393006e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 3821 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108669 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211596 members 
Mstep: Class 16 contains 23809 members 
Mstep: Class 17 contains 39158 members 
Mstep: Class 18 contains 36522 members 
Mstep: Class 19 contains 128140 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20647 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 6480 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12421 members 
Mstep: Class 32 contains 15011 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9723 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7022 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3065 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7177 members 
Mstep: Class 44 contains 53017 members 
Mstep: Class 45 contains 16624 members 
Mstep: Class 46 contains 44527 members 
Mstep: Class 47 contains 13953 members 
Mstep: Class 48 contains 11069 members 
Mstep: Class 49 contains 3643 members 
Mstep: Class 50 contains 6921 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22632 members 
Mstep: Class 56 contains 18088 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4911 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300688.000000 Penalty: 226831.578125
Iteration 421Q: 66 clusters Score -1.393007e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27324 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108673 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15722 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211574 members 
Mstep: Class 16 contains 23807 members 
Mstep: Class 17 contains 39134 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 19 contains 128139 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20650 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 6489 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7988 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12419 members 
Mstep: Class 32 contains 15011 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7025 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3067 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7176 members 
Mstep: Class 44 contains 53017 members 
Mstep: Class 45 contains 16626 members 
Mstep: Class 46 contains 44525 members 
Mstep: Class 47 contains 13949 members 
Mstep: Class 48 contains 11070 members 
Mstep: Class 49 contains 3644 members 
Mstep: Class 50 contains 6922 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22633 members 
Mstep: Class 56 contains 18123 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4911 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300656.000000 Penalty: 226831.578125
Iteration 422Q: 66 clusters Score -1.393007e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27323 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108675 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211556 members 
Mstep: Class 16 contains 23806 members 
Mstep: Class 17 contains 39104 members 
Mstep: Class 18 contains 36520 members 
Mstep: Class 19 contains 128136 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20654 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 6497 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7989 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12416 members 
Mstep: Class 32 contains 15015 members 
Mstep: Class 33 contains 9487 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7027 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3066 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7173 members 
Mstep: Class 44 contains 53019 members 
Mstep: Class 45 contains 16626 members 
Mstep: Class 46 contains 44524 members 
Mstep: Class 47 contains 13949 members 
Mstep: Class 48 contains 11071 members 
Mstep: Class 49 contains 3644 members 
Mstep: Class 50 contains 6923 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24602 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22633 members 
Mstep: Class 56 contains 18159 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4911 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300560.000000 Penalty: 226831.578125
Iteration 423Q: 66 clusters Score -1.393006e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27321 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108687 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211540 members 
Mstep: Class 16 contains 23805 members 
Mstep: Class 17 contains 39068 members 
Mstep: Class 18 contains 36520 members 
Mstep: Class 19 contains 128135 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20656 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 6501 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 15016 members 
Mstep: Class 33 contains 9487 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7032 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3066 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7169 members 
Mstep: Class 44 contains 53013 members 
Mstep: Class 45 contains 16627 members 
Mstep: Class 46 contains 44524 members 
Mstep: Class 47 contains 13950 members 
Mstep: Class 48 contains 11072 members 
Mstep: Class 49 contains 3643 members 
Mstep: Class 50 contains 6924 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22635 members 
Mstep: Class 56 contains 18208 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4913 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300608.000000 Penalty: 226831.578125
Iteration 424Q: 66 clusters Score -1.393006e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27320 members 
Mstep: Class 4 contains 3816 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108703 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211521 members 
Mstep: Class 16 contains 23805 members 
Mstep: Class 17 contains 39028 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 19 contains 128135 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20658 members 
Mstep: Class 22 contains 9974 members 
Mstep: Class 23 contains 6506 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 15016 members 
Mstep: Class 33 contains 9487 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7034 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3065 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 314 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7168 members 
Mstep: Class 44 contains 53009 members 
Mstep: Class 45 contains 16627 members 
Mstep: Class 46 contains 44524 members 
Mstep: Class 47 contains 13948 members 
Mstep: Class 48 contains 11075 members 
Mstep: Class 49 contains 3643 members 
Mstep: Class 50 contains 6924 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22632 members 
Mstep: Class 56 contains 18251 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1071 members 
Mstep: Class 62 contains 4912 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300544.000000 Penalty: 226831.578125
Iteration 425Q: 66 clusters Score -1.393005e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27315 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108704 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211504 members 
Mstep: Class 16 contains 23804 members 
Mstep: Class 17 contains 39003 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 19 contains 128136 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20664 members 
Mstep: Class 22 contains 9970 members 
Mstep: Class 23 contains 6512 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 15016 members 
Mstep: Class 33 contains 9489 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3065 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7165 members 
Mstep: Class 44 contains 53011 members 
Mstep: Class 45 contains 16629 members 
Mstep: Class 46 contains 44524 members 
Mstep: Class 47 contains 13944 members 
Mstep: Class 48 contains 11076 members 
Mstep: Class 49 contains 3644 members 
Mstep: Class 50 contains 6925 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22632 members 
Mstep: Class 56 contains 18287 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1072 members 
Mstep: Class 62 contains 4913 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300640.000000 Penalty: 226831.578125
Iteration 426Q: 66 clusters Score -1.393006e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27313 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108707 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15718 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211485 members 
Mstep: Class 16 contains 23804 members 
Mstep: Class 17 contains 38968 members 
Mstep: Class 18 contains 36520 members 
Mstep: Class 19 contains 128136 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20670 members 
Mstep: Class 22 contains 9966 members 
Mstep: Class 23 contains 6521 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 15016 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7037 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3062 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7164 members 
Mstep: Class 44 contains 53015 members 
Mstep: Class 45 contains 16631 members 
Mstep: Class 46 contains 44525 members 
Mstep: Class 47 contains 13943 members 
Mstep: Class 48 contains 11079 members 
Mstep: Class 49 contains 3646 members 
Mstep: Class 50 contains 6926 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 7639 members 
Mstep: Class 55 contains 22631 members 
Mstep: Class 56 contains 18323 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4913 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300688.000000 Penalty: 226831.578125
Iteration 427Q: 66 clusters Score -1.393007e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 18051 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108709 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15716 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 211469 members 
Mstep: Class 16 contains 23804 members 
Mstep: Class 17 contains 38931 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 19 contains 128137 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20671 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 11504 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12411 members 
Mstep: Class 32 contains 15016 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12198 members 
Mstep: Class 37 contains 7038 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3061 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7160 members 
Mstep: Class 44 contains 53022 members 
Mstep: Class 45 contains 16629 members 
Mstep: Class 46 contains 44528 members 
Mstep: Class 47 contains 13941 members 
Mstep: Class 48 contains 11080 members 
Mstep: Class 49 contains 3647 members 
Mstep: Class 50 contains 6927 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24600 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22631 members 
Mstep: Class 56 contains 18373 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4915 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300688.000000 Penalty: 226831.578125
Iteration 428Q: 66 clusters Score -1.393007e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27298 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108712 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15714 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 211450 members 
Mstep: Class 16 contains 23803 members 
Mstep: Class 17 contains 38875 members 
Mstep: Class 18 contains 36517 members 
Mstep: Class 19 contains 128135 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20672 members 
Mstep: Class 22 contains 9952 members 
Mstep: Class 23 contains 6552 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8007 members 
Mstep: Class 28 contains 11504 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12412 members 
Mstep: Class 32 contains 15019 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12199 members 
Mstep: Class 37 contains 7040 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3061 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7159 members 
Mstep: Class 44 contains 53029 members 
Mstep: Class 45 contains 16633 members 
Mstep: Class 46 contains 44523 members 
Mstep: Class 47 contains 13943 members 
Mstep: Class 48 contains 11080 members 
Mstep: Class 49 contains 3648 members 
Mstep: Class 50 contains 6926 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24600 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22631 members 
Mstep: Class 56 contains 18439 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4915 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300704.000000 Penalty: 226831.578125
Iteration 429Q: 66 clusters Score -1.393007e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27289 members 
Mstep: Class 4 contains 3809 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108720 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 211432 members 
Mstep: Class 16 contains 23803 members 
Mstep: Class 17 contains 38833 members 
Mstep: Class 18 contains 36514 members 
Mstep: Class 19 contains 128135 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20674 members 
Mstep: Class 22 contains 9952 members 
Mstep: Class 23 contains 6559 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8008 members 
Mstep: Class 28 contains 11504 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 12412 members 
Mstep: Class 32 contains 15020 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7043 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3060 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 53028 members 
Mstep: Class 45 contains 16634 members 
Mstep: Class 46 contains 44517 members 
Mstep: Class 47 contains 13939 members 
Mstep: Class 48 contains 11083 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6926 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22633 members 
Mstep: Class 56 contains 18489 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4916 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300688.000000 Penalty: 226831.578125
Iteration 430Q: 66 clusters Score -1.393007e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27281 members 
Mstep: Class 4 contains 3809 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108727 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15715 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 211412 members 
Mstep: Class 16 contains 23803 members 
Mstep: Class 17 contains 38791 members 
Mstep: Class 18 contains 36516 members 
Mstep: Class 19 contains 128135 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20680 members 
Mstep: Class 22 contains 9950 members 
Mstep: Class 23 contains 6566 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8011 members 
Mstep: Class 28 contains 11504 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12411 members 
Mstep: Class 32 contains 15021 members 
Mstep: Class 33 contains 9489 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7044 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3061 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 53031 members 
Mstep: Class 45 contains 16636 members 
Mstep: Class 46 contains 44513 members 
Mstep: Class 47 contains 13939 members 
Mstep: Class 48 contains 11083 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6927 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22630 members 
Mstep: Class 56 contains 18540 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4916 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300688.000000 Penalty: 226831.578125
Iteration 431Q: 66 clusters Score -1.393007e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27276 members 
Mstep: Class 4 contains 3810 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108735 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 211393 members 
Mstep: Class 16 contains 23804 members 
Mstep: Class 17 contains 38748 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 9944 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8013 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 12406 members 
Mstep: Class 32 contains 15024 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7046 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 53029 members 
Mstep: Class 45 contains 16638 members 
Mstep: Class 46 contains 44507 members 
Mstep: Class 47 contains 13933 members 
Mstep: Class 48 contains 11084 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6927 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 7637 members 
Mstep: Class 55 contains 22625 members 
Mstep: Class 56 contains 18597 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4915 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300592.000000 Penalty: 226831.578125
Iteration 432Q: 66 clusters Score -1.393006e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27271 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108747 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 211375 members 
Mstep: Class 16 contains 23807 members 
Mstep: Class 17 contains 38687 members 
Mstep: Class 18 contains 36517 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 6582 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8014 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 12404 members 
Mstep: Class 32 contains 15026 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7048 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 53030 members 
Mstep: Class 45 contains 16640 members 
Mstep: Class 46 contains 44506 members 
Mstep: Class 47 contains 13927 members 
Mstep: Class 48 contains 11086 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 6926 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24602 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22621 members 
Mstep: Class 56 contains 18654 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4915 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300672.000000 Penalty: 226831.578125
Iteration 433Q: 66 clusters Score -1.393007e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27261 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108748 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 15721 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211346 members 
Mstep: Class 16 contains 23806 members 
Mstep: Class 17 contains 38633 members 
Mstep: Class 18 contains 36516 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20692 members 
Mstep: Class 22 contains 9944 members 
Mstep: Class 23 contains 6589 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8018 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12404 members 
Mstep: Class 32 contains 15029 members 
Mstep: Class 33 contains 9494 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7051 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7154 members 
Mstep: Class 44 contains 53036 members 
Mstep: Class 45 contains 16644 members 
Mstep: Class 46 contains 44501 members 
Mstep: Class 47 contains 13923 members 
Mstep: Class 48 contains 11086 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6927 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24601 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22618 members 
Mstep: Class 56 contains 18727 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4917 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300624.000000 Penalty: 226831.578125
Iteration 434Q: 66 clusters Score -1.393006e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27261 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108758 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15723 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211319 members 
Mstep: Class 16 contains 23802 members 
Mstep: Class 17 contains 38566 members 
Mstep: Class 18 contains 36514 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20696 members 
Mstep: Class 22 contains 9944 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8021 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12405 members 
Mstep: Class 32 contains 15032 members 
Mstep: Class 33 contains 9494 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9725 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7056 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7156 members 
Mstep: Class 44 contains 53040 members 
Mstep: Class 45 contains 16645 members 
Mstep: Class 46 contains 44494 members 
Mstep: Class 47 contains 13927 members 
Mstep: Class 48 contains 11088 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6928 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24600 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 22611 members 
Mstep: Class 56 contains 18789 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4917 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300672.000000 Penalty: 226831.578125
Iteration 435Q: 66 clusters Score -1.393007e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27258 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108754 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15723 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211295 members 
Mstep: Class 16 contains 23799 members 
Mstep: Class 17 contains 38517 members 
Mstep: Class 18 contains 36509 members 
Mstep: Class 19 contains 128133 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20694 members 
Mstep: Class 22 contains 9944 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8024 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12407 members 
Mstep: Class 32 contains 15032 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7060 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3054 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7157 members 
Mstep: Class 44 contains 53048 members 
Mstep: Class 45 contains 16646 members 
Mstep: Class 46 contains 44487 members 
Mstep: Class 47 contains 13922 members 
Mstep: Class 48 contains 11092 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6930 members 
Mstep: Class 51 contains 3728 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24600 members 
Mstep: Class 54 contains 7639 members 
Mstep: Class 55 contains 22604 members 
Mstep: Class 56 contains 18866 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4916 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300672.000000 Penalty: 226831.578125
Iteration 436Q: 66 clusters Score -1.393007e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27255 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108753 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15724 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211278 members 
Mstep: Class 16 contains 23801 members 
Mstep: Class 17 contains 38438 members 
Mstep: Class 18 contains 36508 members 
Mstep: Class 19 contains 128133 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20692 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 6616 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8030 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12408 members 
Mstep: Class 32 contains 15034 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7064 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3053 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7157 members 
Mstep: Class 44 contains 53049 members 
Mstep: Class 45 contains 16646 members 
Mstep: Class 46 contains 44487 members 
Mstep: Class 47 contains 13919 members 
Mstep: Class 48 contains 11094 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6931 members 
Mstep: Class 51 contains 3729 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24599 members 
Mstep: Class 54 contains 7639 members 
Mstep: Class 55 contains 22603 members 
Mstep: Class 56 contains 18957 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4914 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300736.000000 Penalty: 226831.578125
Iteration 437Q: 66 clusters Score -1.393007e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27256 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108767 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15722 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 211240 members 
Mstep: Class 16 contains 23801 members 
Mstep: Class 17 contains 38375 members 
Mstep: Class 18 contains 36507 members 
Mstep: Class 19 contains 128133 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 9941 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8036 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12405 members 
Mstep: Class 32 contains 15037 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7069 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7152 members 
Mstep: Class 44 contains 53054 members 
Mstep: Class 45 contains 16646 members 
Mstep: Class 46 contains 44477 members 
Mstep: Class 47 contains 13917 members 
Mstep: Class 48 contains 11096 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 6932 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24598 members 
Mstep: Class 54 contains 7640 members 
Mstep: Class 55 contains 22602 members 
Mstep: Class 56 contains 19043 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1073 members 
Mstep: Class 62 contains 4912 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300848.000000 Penalty: 226831.578125
Iteration 438Q: 66 clusters Score -1.393008e+08 nChanged 350
Entering ConstructFrom: 
Score: -139300848.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -23753.509766 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -23753.51 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 167 members 
Entering Unmasked Estep 
Score: -22527.179688 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -22527.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22784.457031 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -22784.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22883.060547 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -22883.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22915.990234 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -22915.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22950.156250 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -22950.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22974.738281 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -22974.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23060.007812 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -23060.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23105.890625 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -23105.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23112.837891 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -23112.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23130.046875 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -23130.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23130.046875 Penalty: 2871.820312
	Iteration 10F: 3 clusters Score -23130.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Entering Unmasked Estep 
Score: -595912.062500 Penalty: 2156.941650
	Iteration 0F: 2 clusters Score -595912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -590854.812500 Penalty: 4313.883301
	Iteration 0F: 3 clusters Score -590854.8 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -592603.750000 Penalty: 4313.883301
	Iteration 1F: 3 clusters Score -592603.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -593179.187500 Penalty: 4313.883301
	Iteration 2F: 3 clusters Score -593179.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -593637.500000 Penalty: 4313.883301
	Iteration 3F: 3 clusters Score -593637.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -593992.812500 Penalty: 4313.883301
	Iteration 4F: 3 clusters Score -593992.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -594266.187500 Penalty: 4313.883301
	Iteration 5F: 3 clusters Score -594266.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -594462.187500 Penalty: 4313.883301
	Iteration 6Q: 3 clusters Score -594462.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -594594.312500 Penalty: 4313.883301
	Iteration 7Q: 3 clusters Score -594594.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -594691.000000 Penalty: 4313.883301
	Iteration 8Q: 3 clusters Score -594691 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -594760.500000 Penalty: 4313.883301
	Iteration 9Q: 3 clusters Score -594760.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -594829.312500 Penalty: 4313.883301
	Iteration 10Q: 3 clusters Score -594829.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -594893.187500 Penalty: 4313.883301
	Iteration 11Q: 3 clusters Score -594893.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -594966.000000 Penalty: 4313.883301
	Iteration 12Q: 3 clusters Score -594966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -595061.187500 Penalty: 4313.883301
	Iteration 13Q: 3 clusters Score -595061.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -595142.687500 Penalty: 4313.883301
	Iteration 14Q: 3 clusters Score -595142.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -595182.250000 Penalty: 4313.883301
	Iteration 15Q: 3 clusters Score -595182.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -595212.562500 Penalty: 4313.883301
	Iteration 16Q: 3 clusters Score -595212.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -595230.187500 Penalty: 4313.883301
	Iteration 17Q: 3 clusters Score -595230.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -595248.437500 Penalty: 4313.883301
	Iteration 18Q: 3 clusters Score -595248.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -595262.125000 Penalty: 4313.883301
	Iteration 19Q: 3 clusters Score -595262.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -595273.875000 Penalty: 4313.883301
	Iteration 20F: 3 clusters Score -595273.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -595280.562500 Penalty: 4313.883301
	Iteration 21Q: 3 clusters Score -595280.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -595289.062500 Penalty: 4313.883301
	Iteration 22Q: 3 clusters Score -595289.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -595297.000000 Penalty: 4313.883301
	Iteration 23Q: 3 clusters Score -595297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -595301.750000 Penalty: 4313.883301
	Iteration 24Q: 3 clusters Score -595301.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -595305.625000 Penalty: 4313.883301
	Iteration 25Q: 3 clusters Score -595305.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -595308.187500 Penalty: 4313.883301
	Iteration 26Q: 3 clusters Score -595308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -595309.375000 Penalty: 4313.883301
	Iteration 27Q: 3 clusters Score -595309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -595311.375000 Penalty: 4313.883301
	Iteration 28Q: 3 clusters Score -595311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -595313.625000 Penalty: 4313.883301
	Iteration 29Q: 3 clusters Score -595313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -595314.437500 Penalty: 4313.883301
	Iteration 30Q: 3 clusters Score -595314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -595314.375000 Penalty: 4313.883301
	Iteration 31Q: 3 clusters Score -595314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -595317.125000 Penalty: 4313.883301
	Iteration 32Q: 3 clusters Score -595317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -595317.375000 Penalty: 4313.883301
	Iteration 33Q: 3 clusters Score -595317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -595317.000000 Penalty: 4313.883301
	Iteration 34Q: 3 clusters Score -595317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -595317.000000 Penalty: 4313.883301
	Iteration 35F: 3 clusters Score -595317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Entering Unmasked Estep 
Score: -3108407.750000 Penalty: 2532.840332
	Iteration 0F: 2 clusters Score -3108408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3089631.000000 Penalty: 5065.680664
	Iteration 0F: 3 clusters Score -3089631 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3096218.250000 Penalty: 5065.680664
	Iteration 1F: 3 clusters Score -3096218 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3096709.250000 Penalty: 5065.680664
	Iteration 2F: 3 clusters Score -3096709 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3097192.500000 Penalty: 5065.680664
	Iteration 3Q: 3 clusters Score -3097192 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3097814.500000 Penalty: 5065.680664
	Iteration 4Q: 3 clusters Score -3097814 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3098712.000000 Penalty: 5065.680664
	Iteration 5F: 3 clusters Score -3098712 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3100073.750000 Penalty: 5065.680664
	Iteration 6F: 3 clusters Score -3100074 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3102008.250000 Penalty: 5065.680664
	Iteration 7F: 3 clusters Score -3102008 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3103926.750000 Penalty: 5065.680664
	Iteration 8F: 3 clusters Score -3103927 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3105268.500000 Penalty: 5065.680664
	Iteration 9F: 3 clusters Score -3105268 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3106089.250000 Penalty: 5065.680664
	Iteration 10Q: 3 clusters Score -3106089 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3106576.250000 Penalty: 5065.680664
	Iteration 11Q: 3 clusters Score -3106576 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3106925.000000 Penalty: 5065.680664
	Iteration 12Q: 3 clusters Score -3106925 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3107196.250000 Penalty: 5065.680664
	Iteration 13Q: 3 clusters Score -3107196 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3107427.500000 Penalty: 5065.680664
	Iteration 14Q: 3 clusters Score -3107428 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3107546.000000 Penalty: 5065.680664
	Iteration 15Q: 3 clusters Score -3107546 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3107598.000000 Penalty: 5065.680664
	Iteration 16Q: 3 clusters Score -3107598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3107613.750000 Penalty: 5065.680664
	Iteration 17Q: 3 clusters Score -3107614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3107624.750000 Penalty: 5065.680664
	Iteration 18Q: 3 clusters Score -3107625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3107620.750000 Penalty: 5065.680664
	Iteration 19Q: 3 clusters Score -3107621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3107624.000000 Penalty: 5065.680664
	Iteration 20F: 3 clusters Score -3107624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3107628.000000 Penalty: 5065.680664
	Iteration 21Q: 3 clusters Score -3107628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3107626.500000 Penalty: 5065.680664
	Iteration 22Q: 3 clusters Score -3107626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3107631.500000 Penalty: 5065.680664
	Iteration 23Q: 3 clusters Score -3107632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3107631.500000 Penalty: 5065.680664
	Iteration 24F: 3 clusters Score -3107632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Entering Unmasked Estep 
Score: -375142.718750 Penalty: 2044.268799
	Iteration 0F: 2 clusters Score -375142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -371425.468750 Penalty: 4088.537598
	Iteration 0F: 3 clusters Score -371425.5 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -372558.812500 Penalty: 4088.537598
	Iteration 1F: 3 clusters Score -372558.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -373166.250000 Penalty: 4088.537598
	Iteration 2F: 3 clusters Score -373166.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -373987.593750 Penalty: 4088.537598
	Iteration 3F: 3 clusters Score -373987.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -374869.937500 Penalty: 4088.537598
	Iteration 4F: 3 clusters Score -374869.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -375464.500000 Penalty: 4088.537598
	Iteration 5F: 3 clusters Score -375464.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -375765.687500 Penalty: 4088.537598
	Iteration 6F: 3 clusters Score -375765.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -375939.593750 Penalty: 4088.537598
	Iteration 7Q: 3 clusters Score -375939.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -376004.062500 Penalty: 4088.537598
	Iteration 8Q: 3 clusters Score -376004.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -376033.406250 Penalty: 4088.537598
	Iteration 9Q: 3 clusters Score -376033.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -376043.062500 Penalty: 4088.537598
	Iteration 10Q: 3 clusters Score -376043.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -376045.812500 Penalty: 4088.537598
	Iteration 11Q: 3 clusters Score -376045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -376047.625000 Penalty: 4088.537598
	Iteration 12Q: 3 clusters Score -376047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -376047.656250 Penalty: 4088.537598
	Iteration 13Q: 3 clusters Score -376047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -376047.937500 Penalty: 4088.537598
	Iteration 14Q: 3 clusters Score -376047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -376047.937500 Penalty: 4088.537598
	Iteration 15F: 3 clusters Score -376047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108776 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211208 members 
Mstep: Class 16 contains 23801 members 
Mstep: Class 17 contains 38290 members 
Mstep: Class 18 contains 36503 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 9939 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8039 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12403 members 
Mstep: Class 32 contains 15040 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7071 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 53063 members 
Mstep: Class 45 contains 16646 members 
Mstep: Class 46 contains 44479 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 11097 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6932 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22599 members 
Mstep: Class 56 contains 19133 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1076 members 
Mstep: Class 62 contains 4912 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27718 members 
Mstep: Class 66 contains 1529 members 
Entering Unmasked Estep 
Score: -139299984.000000 Penalty: 230321.296875
Splitting cluster 4 changes total score from -139300848.000000 to -139299984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Entering Unmasked Estep 
Score: -1887703.500000 Penalty: 2430.623535
	Iteration 0F: 2 clusters Score -1887704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1875127.000000 Penalty: 4861.247070
	Iteration 0F: 3 clusters Score -1875127 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1879626.125000 Penalty: 4861.247070
	Iteration 1F: 3 clusters Score -1879626 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1880469.625000 Penalty: 4861.247070
	Iteration 2F: 3 clusters Score -1880470 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1881330.250000 Penalty: 4861.247070
	Iteration 3F: 3 clusters Score -1881330 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1882102.000000 Penalty: 4861.247070
	Iteration 4F: 3 clusters Score -1882102 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1882741.375000 Penalty: 4861.247070
	Iteration 5F: 3 clusters Score -1882741 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1883307.125000 Penalty: 4861.247070
	Iteration 6F: 3 clusters Score -1883307 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1883865.875000 Penalty: 4861.247070
	Iteration 7Q: 3 clusters Score -1883866 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1884365.875000 Penalty: 4861.247070
	Iteration 8Q: 3 clusters Score -1884366 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1884855.625000 Penalty: 4861.247070
	Iteration 9Q: 3 clusters Score -1884856 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1885254.625000 Penalty: 4861.247070
	Iteration 10Q: 3 clusters Score -1885255 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1885599.000000 Penalty: 4861.247070
	Iteration 11Q: 3 clusters Score -1885599 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1885864.375000 Penalty: 4861.247070
	Iteration 12Q: 3 clusters Score -1885864 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1886072.750000 Penalty: 4861.247070
	Iteration 13Q: 3 clusters Score -1886073 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1886249.625000 Penalty: 4861.247070
	Iteration 14Q: 3 clusters Score -1886250 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1886392.500000 Penalty: 4861.247070
	Iteration 15Q: 3 clusters Score -1886392 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1886521.125000 Penalty: 4861.247070
	Iteration 16Q: 3 clusters Score -1886521 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1886611.000000 Penalty: 4861.247070
	Iteration 17Q: 3 clusters Score -1886611 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1886668.625000 Penalty: 4861.247070
	Iteration 18Q: 3 clusters Score -1886669 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1886709.750000 Penalty: 4861.247070
	Iteration 19Q: 3 clusters Score -1886710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1886736.625000 Penalty: 4861.247070
	Iteration 20F: 3 clusters Score -1886737 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1886751.000000 Penalty: 4861.247070
	Iteration 21Q: 3 clusters Score -1886751 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1886772.500000 Penalty: 4861.247070
	Iteration 22Q: 3 clusters Score -1886772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1886785.750000 Penalty: 4861.247070
	Iteration 23Q: 3 clusters Score -1886786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1886791.875000 Penalty: 4861.247070
	Iteration 24Q: 3 clusters Score -1886792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1886798.000000 Penalty: 4861.247070
	Iteration 25Q: 3 clusters Score -1886798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1886810.375000 Penalty: 4861.247070
	Iteration 26Q: 3 clusters Score -1886810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1886812.500000 Penalty: 4861.247070
	Iteration 27Q: 3 clusters Score -1886812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1886816.125000 Penalty: 4861.247070
	Iteration 28Q: 3 clusters Score -1886816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1886816.750000 Penalty: 4861.247070
	Iteration 29Q: 3 clusters Score -1886817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1886821.000000 Penalty: 4861.247070
	Iteration 30Q: 3 clusters Score -1886821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1886828.375000 Penalty: 4861.247070
	Iteration 31Q: 3 clusters Score -1886828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1886832.375000 Penalty: 4861.247070
	Iteration 32Q: 3 clusters Score -1886832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1886830.000000 Penalty: 4861.247070
	Iteration 33Q: 3 clusters Score -1886830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1886834.875000 Penalty: 4861.247070
	Iteration 34Q: 3 clusters Score -1886835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1886838.875000 Penalty: 4861.247070
	Iteration 35Q: 3 clusters Score -1886839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1886836.625000 Penalty: 4861.247070
	Iteration 36Q: 3 clusters Score -1886837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1886840.625000 Penalty: 4861.247070
	Iteration 37Q: 3 clusters Score -1886841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1886840.000000 Penalty: 4861.247070
	Iteration 38Q: 3 clusters Score -1886840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1886838.875000 Penalty: 4861.247070
	Iteration 39Q: 3 clusters Score -1886839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1886842.875000 Penalty: 4861.247070
	Iteration 40F: 3 clusters Score -1886843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1886841.250000 Penalty: 4861.247070
	Iteration 41Q: 3 clusters Score -1886841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1886844.625000 Penalty: 4861.247070
	Iteration 42Q: 3 clusters Score -1886845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1886844.875000 Penalty: 4861.247070
	Iteration 43Q: 3 clusters Score -1886845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1886851.750000 Penalty: 4861.247070
	Iteration 44Q: 3 clusters Score -1886852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1886853.375000 Penalty: 4861.247070
	Iteration 45Q: 3 clusters Score -1886853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1886847.750000 Penalty: 4861.247070
	Iteration 46Q: 3 clusters Score -1886848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1886848.875000 Penalty: 4861.247070
	Iteration 47Q: 3 clusters Score -1886849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1886848.500000 Penalty: 4861.247070
	Iteration 48Q: 3 clusters Score -1886848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1886849.500000 Penalty: 4861.247070
	Iteration 49Q: 3 clusters Score -1886850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1886847.875000 Penalty: 4861.247070
	Iteration 50Q: 3 clusters Score -1886848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1886847.000000 Penalty: 4861.247070
	Iteration 51Q: 3 clusters Score -1886847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1886847.125000 Penalty: 4861.247070
	Iteration 52Q: 3 clusters Score -1886847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1886847.125000 Penalty: 4861.247070
	Iteration 53F: 3 clusters Score -1886847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140537 members 
Entering Unmasked Estep 
Score: -15801984.000000 Penalty: 2939.600098
	Iteration 0F: 2 clusters Score -1.580198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -15708075.000000 Penalty: 5879.200195
	Iteration 0F: 3 clusters Score -1.570808e+07 nChanged 67151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -15748455.000000 Penalty: 5879.200195
	Iteration 1F: 3 clusters Score -1.574846e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -15750747.000000 Penalty: 5879.200195
	Iteration 2Q: 3 clusters Score -1.575075e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -15753672.000000 Penalty: 5879.200195
	Iteration 3Q: 3 clusters Score -1.575367e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -15757204.000000 Penalty: 5879.200195
	Iteration 4F: 3 clusters Score -1.57572e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -15761694.000000 Penalty: 5879.200195
	Iteration 5F: 3 clusters Score -1.576169e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 74604 members 
Entering Unmasked Estep 
Score: -15766952.000000 Penalty: 5879.200195
	Iteration 6F: 3 clusters Score -1.576695e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -15773711.000000 Penalty: 5879.200195
	Iteration 7F: 3 clusters Score -1.577371e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -15779528.000000 Penalty: 5879.200195
	Iteration 8F: 3 clusters Score -1.577953e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -15782951.000000 Penalty: 5879.200195
	Iteration 9Q: 3 clusters Score -1.578295e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -15784800.000000 Penalty: 5879.200195
	Iteration 10Q: 3 clusters Score -1.57848e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -15785996.000000 Penalty: 5879.200195
	Iteration 11Q: 3 clusters Score -1.5786e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -15786947.000000 Penalty: 5879.200195
	Iteration 12Q: 3 clusters Score -1.578695e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -15787855.000000 Penalty: 5879.200195
	Iteration 13Q: 3 clusters Score -1.578786e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -15788824.000000 Penalty: 5879.200195
	Iteration 14Q: 3 clusters Score -1.578882e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -15789371.000000 Penalty: 5879.200195
	Iteration 15Q: 3 clusters Score -1.578937e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -15789997.000000 Penalty: 5879.200195
	Iteration 16Q: 3 clusters Score -1.579e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -15790446.000000 Penalty: 5879.200195
	Iteration 17Q: 3 clusters Score -1.579045e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -15790760.000000 Penalty: 5879.200195
	Iteration 18Q: 3 clusters Score -1.579076e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -15791082.000000 Penalty: 5879.200195
	Iteration 19Q: 3 clusters Score -1.579108e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -15791353.000000 Penalty: 5879.200195
	Iteration 20F: 3 clusters Score -1.579135e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -15791530.000000 Penalty: 5879.200195
	Iteration 21Q: 3 clusters Score -1.579153e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -15791723.000000 Penalty: 5879.200195
	Iteration 22Q: 3 clusters Score -1.579172e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -15791813.000000 Penalty: 5879.200195
	Iteration 23Q: 3 clusters Score -1.579181e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -15791912.000000 Penalty: 5879.200195
	Iteration 24Q: 3 clusters Score -1.579191e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -15791987.000000 Penalty: 5879.200195
	Iteration 25Q: 3 clusters Score -1.579199e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -15792014.000000 Penalty: 5879.200195
	Iteration 26Q: 3 clusters Score -1.579201e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -15792029.000000 Penalty: 5879.200195
	Iteration 27Q: 3 clusters Score -1.579203e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -15792042.000000 Penalty: 5879.200195
	Iteration 28Q: 3 clusters Score -1.579204e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -15792092.000000 Penalty: 5879.200195
	Iteration 29Q: 3 clusters Score -1.579209e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -15792123.000000 Penalty: 5879.200195
	Iteration 30Q: 3 clusters Score -1.579212e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -15792151.000000 Penalty: 5879.200195
	Iteration 31Q: 3 clusters Score -1.579215e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -15792140.000000 Penalty: 5879.200195
	Iteration 32Q: 3 clusters Score -1.579214e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -15792167.000000 Penalty: 5879.200195
	Iteration 33Q: 3 clusters Score -1.579217e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -15792169.000000 Penalty: 5879.200195
	Iteration 34Q: 3 clusters Score -1.579217e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -15792165.000000 Penalty: 5879.200195
	Iteration 35Q: 3 clusters Score -1.579216e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -15792122.000000 Penalty: 5879.200195
	Iteration 36Q: 3 clusters Score -1.579212e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -15792122.000000 Penalty: 5879.200195
	Iteration 37Q: 3 clusters Score -1.579212e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -15792110.000000 Penalty: 5879.200195
	Iteration 38Q: 3 clusters Score -1.579211e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -15792098.000000 Penalty: 5879.200195
	Iteration 39Q: 3 clusters Score -1.57921e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -15792087.000000 Penalty: 5879.200195
	Iteration 40F: 3 clusters Score -1.579209e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -15792087.000000 Penalty: 5879.200195
	Iteration 41Q: 3 clusters Score -1.579209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -15792094.000000 Penalty: 5879.200195
	Iteration 42Q: 3 clusters Score -1.579209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -15792096.000000 Penalty: 5879.200195
	Iteration 43Q: 3 clusters Score -1.57921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -15792097.000000 Penalty: 5879.200195
	Iteration 44Q: 3 clusters Score -1.57921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -15792092.000000 Penalty: 5879.200195
	Iteration 45Q: 3 clusters Score -1.579209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -15792091.000000 Penalty: 5879.200195
	Iteration 46Q: 3 clusters Score -1.579209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -15792085.000000 Penalty: 5879.200195
	Iteration 47Q: 3 clusters Score -1.579208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -15792101.000000 Penalty: 5879.200195
	Iteration 48Q: 3 clusters Score -1.57921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -15792112.000000 Penalty: 5879.200195
	Iteration 49Q: 3 clusters Score -1.579211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -15792120.000000 Penalty: 5879.200195
	Iteration 50Q: 3 clusters Score -1.579212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -15792123.000000 Penalty: 5879.200195
	Iteration 51Q: 3 clusters Score -1.579212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -15792111.000000 Penalty: 5879.200195
	Iteration 52Q: 3 clusters Score -1.579211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -15792125.000000 Penalty: 5879.200195
	Iteration 53Q: 3 clusters Score -1.579212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -15792127.000000 Penalty: 5879.200195
	Iteration 54Q: 3 clusters Score -1.579213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -15792128.000000 Penalty: 5879.200195
	Iteration 55Q: 3 clusters Score -1.579213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -15792129.000000 Penalty: 5879.200195
	Iteration 56Q: 3 clusters Score -1.579213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -15792131.000000 Penalty: 5879.200195
	Iteration 57Q: 3 clusters Score -1.579213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -15792128.000000 Penalty: 5879.200195
	Iteration 58Q: 3 clusters Score -1.579213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -15792125.000000 Penalty: 5879.200195
	Iteration 59Q: 3 clusters Score -1.579212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -15792140.000000 Penalty: 5879.200195
	Iteration 60F: 3 clusters Score -1.579214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -15792138.000000 Penalty: 5879.200195
	Iteration 61Q: 3 clusters Score -1.579214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -15792148.000000 Penalty: 5879.200195
	Iteration 62Q: 3 clusters Score -1.579215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -15792145.000000 Penalty: 5879.200195
	Iteration 63Q: 3 clusters Score -1.579214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -15792140.000000 Penalty: 5879.200195
	Iteration 64Q: 3 clusters Score -1.579214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -15792146.000000 Penalty: 5879.200195
	Iteration 65Q: 3 clusters Score -1.579215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -15792141.000000 Penalty: 5879.200195
	Iteration 66Q: 3 clusters Score -1.579214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -15792146.000000 Penalty: 5879.200195
	Iteration 67Q: 3 clusters Score -1.579215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -15792148.000000 Penalty: 5879.200195
	Iteration 68Q: 3 clusters Score -1.579215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -15792148.000000 Penalty: 5879.200195
	Iteration 69F: 3 clusters Score -1.579215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -515766.125000 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -515766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -511159.250000 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -511159.2 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -512391.781250 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -512391.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -512705.500000 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -512705.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -512995.812500 Penalty: 4236.484863
	Iteration 3F: 3 clusters Score -512995.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -513238.531250 Penalty: 4236.484863
	Iteration 4F: 3 clusters Score -513238.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -513484.875000 Penalty: 4236.484863
	Iteration 5F: 3 clusters Score -513484.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -513727.968750 Penalty: 4236.484863
	Iteration 6Q: 3 clusters Score -513728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -513979.406250 Penalty: 4236.484863
	Iteration 7Q: 3 clusters Score -513979.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -514230.937500 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -514230.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -514423.812500 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -514423.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -514552.093750 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -514552.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -514636.312500 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -514636.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -514684.312500 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -514684.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -514732.531250 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -514732.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -514764.500000 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -514764.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -514786.031250 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -514786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -514805.125000 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -514805.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -514830.937500 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -514830.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -514847.531250 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -514847.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -514860.687500 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -514860.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -514873.562500 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -514873.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -514889.375000 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -514889.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -514906.906250 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -514906.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -514927.906250 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -514927.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -514949.843750 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -514949.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -514966.968750 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -514967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -514980.593750 Penalty: 4236.484863
	Iteration 26Q: 3 clusters Score -514980.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -514990.187500 Penalty: 4236.484863
	Iteration 27Q: 3 clusters Score -514990.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -515000.468750 Penalty: 4236.484863
	Iteration 28Q: 3 clusters Score -515000.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -515008.718750 Penalty: 4236.484863
	Iteration 29Q: 3 clusters Score -515008.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -515013.343750 Penalty: 4236.484863
	Iteration 30Q: 3 clusters Score -515013.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -515017.218750 Penalty: 4236.484863
	Iteration 31Q: 3 clusters Score -515017.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -515022.437500 Penalty: 4236.484863
	Iteration 32Q: 3 clusters Score -515022.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -515028.437500 Penalty: 4236.484863
	Iteration 33Q: 3 clusters Score -515028.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -515030.875000 Penalty: 4236.484863
	Iteration 34Q: 3 clusters Score -515030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -515032.968750 Penalty: 4236.484863
	Iteration 35Q: 3 clusters Score -515033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -515034.312500 Penalty: 4236.484863
	Iteration 36Q: 3 clusters Score -515034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -515035.906250 Penalty: 4236.484863
	Iteration 37Q: 3 clusters Score -515035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -515037.375000 Penalty: 4236.484863
	Iteration 38Q: 3 clusters Score -515037.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -515037.687500 Penalty: 4236.484863
	Iteration 39Q: 3 clusters Score -515037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -515038.156250 Penalty: 4236.484863
	Iteration 40F: 3 clusters Score -515038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Entering Unmasked Estep 
Score: -1783991.000000 Penalty: 2411.092041
	Iteration 0F: 2 clusters Score -1783991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1772055.375000 Penalty: 4822.184082
	Iteration 0F: 3 clusters Score -1772055 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1776028.625000 Penalty: 4822.184082
	Iteration 1F: 3 clusters Score -1776029 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1776498.375000 Penalty: 4822.184082
	Iteration 2F: 3 clusters Score -1776498 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1776921.625000 Penalty: 4822.184082
	Iteration 3F: 3 clusters Score -1776922 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1777347.375000 Penalty: 4822.184082
	Iteration 4F: 3 clusters Score -1777347 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1777812.250000 Penalty: 4822.184082
	Iteration 5Q: 3 clusters Score -1777812 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1778353.250000 Penalty: 4822.184082
	Iteration 6Q: 3 clusters Score -1778353 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1779026.625000 Penalty: 4822.184082
	Iteration 7F: 3 clusters Score -1779027 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1779764.250000 Penalty: 4822.184082
	Iteration 8F: 3 clusters Score -1779764 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1780589.250000 Penalty: 4822.184082
	Iteration 9F: 3 clusters Score -1780589 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1781476.125000 Penalty: 4822.184082
	Iteration 10F: 3 clusters Score -1781476 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1782310.750000 Penalty: 4822.184082
	Iteration 11Q: 3 clusters Score -1782311 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1782995.125000 Penalty: 4822.184082
	Iteration 12Q: 3 clusters Score -1782995 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1783492.500000 Penalty: 4822.184082
	Iteration 13Q: 3 clusters Score -1783492 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1783802.625000 Penalty: 4822.184082
	Iteration 14Q: 3 clusters Score -1783803 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1783986.375000 Penalty: 4822.184082
	Iteration 15Q: 3 clusters Score -1783986 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1784079.000000 Penalty: 4822.184082
	Iteration 16Q: 3 clusters Score -1784079 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1784138.625000 Penalty: 4822.184082
	Iteration 17Q: 3 clusters Score -1784139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1784162.375000 Penalty: 4822.184082
	Iteration 18Q: 3 clusters Score -1784162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1784174.625000 Penalty: 4822.184082
	Iteration 19Q: 3 clusters Score -1784175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1784185.000000 Penalty: 4822.184082
	Iteration 20F: 3 clusters Score -1784185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1784180.750000 Penalty: 4822.184082
	Iteration 21Q: 3 clusters Score -1784181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1784182.625000 Penalty: 4822.184082
	Iteration 22Q: 3 clusters Score -1784183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1784179.375000 Penalty: 4822.184082
	Iteration 23Q: 3 clusters Score -1784179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1784183.000000 Penalty: 4822.184082
	Iteration 24Q: 3 clusters Score -1784183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1784182.625000 Penalty: 4822.184082
	Iteration 25Q: 3 clusters Score -1784183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1784183.375000 Penalty: 4822.184082
	Iteration 26Q: 3 clusters Score -1784183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1784183.375000 Penalty: 4822.184082
	Iteration 27F: 3 clusters Score -1784183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 8283 members 
Mstep: Class 9 contains 108776 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211208 members 
Mstep: Class 16 contains 23801 members 
Mstep: Class 17 contains 38290 members 
Mstep: Class 18 contains 36503 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 9939 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8039 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12403 members 
Mstep: Class 32 contains 15040 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7071 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 53063 members 
Mstep: Class 45 contains 16646 members 
Mstep: Class 46 contains 44479 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 11097 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6932 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22599 members 
Mstep: Class 56 contains 19133 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1076 members 
Mstep: Class 62 contains 4912 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27718 members 
Mstep: Class 66 contains 8400 members 
Entering Unmasked Estep 
Score: -139300048.000000 Penalty: 230321.296875
Splitting cluster 8 changes total score from -139300848.000000 to -139300048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (108776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108776 members 
Entering Unmasked Estep 
Score: -12241936.000000 Penalty: 2876.067383
	Iteration 0F: 2 clusters Score -1.224194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -12169294.000000 Penalty: 5752.134766
	Iteration 0F: 3 clusters Score -1.216929e+07 nChanged 51428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -12198471.000000 Penalty: 5752.134766
	Iteration 1F: 3 clusters Score -1.219847e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -12199304.000000 Penalty: 5752.134766
	Iteration 2Q: 3 clusters Score -1.21993e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -12200296.000000 Penalty: 5752.134766
	Iteration 3Q: 3 clusters Score -1.22003e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -12201380.000000 Penalty: 5752.134766
	Iteration 4Q: 3 clusters Score -1.220138e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -12202744.000000 Penalty: 5752.134766
	Iteration 5Q: 3 clusters Score -1.220274e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -12204329.000000 Penalty: 5752.134766
	Iteration 6Q: 3 clusters Score -1.220433e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -12206400.000000 Penalty: 5752.134766
	Iteration 7Q: 3 clusters Score -1.22064e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -12209386.000000 Penalty: 5752.134766
	Iteration 8Q: 3 clusters Score -1.220939e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -12213182.000000 Penalty: 5752.134766
	Iteration 9F: 3 clusters Score -1.221318e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -12217266.000000 Penalty: 5752.134766
	Iteration 10F: 3 clusters Score -1.221727e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -12219919.000000 Penalty: 5752.134766
	Iteration 11Q: 3 clusters Score -1.221992e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -12221060.000000 Penalty: 5752.134766
	Iteration 12Q: 3 clusters Score -1.222106e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -12221407.000000 Penalty: 5752.134766
	Iteration 13Q: 3 clusters Score -1.222141e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -12221483.000000 Penalty: 5752.134766
	Iteration 14Q: 3 clusters Score -1.222148e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -12221615.000000 Penalty: 5752.134766
	Iteration 15Q: 3 clusters Score -1.222162e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -12221619.000000 Penalty: 5752.134766
	Iteration 16Q: 3 clusters Score -1.222162e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -12221647.000000 Penalty: 5752.134766
	Iteration 17Q: 3 clusters Score -1.222165e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -12221742.000000 Penalty: 5752.134766
	Iteration 18Q: 3 clusters Score -1.222174e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -12221833.000000 Penalty: 5752.134766
	Iteration 19Q: 3 clusters Score -1.222183e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -12221912.000000 Penalty: 5752.134766
	Iteration 20F: 3 clusters Score -1.222191e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -12221959.000000 Penalty: 5752.134766
	Iteration 21Q: 3 clusters Score -1.222196e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -12221983.000000 Penalty: 5752.134766
	Iteration 22Q: 3 clusters Score -1.222198e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -12222004.000000 Penalty: 5752.134766
	Iteration 23Q: 3 clusters Score -1.2222e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -12222055.000000 Penalty: 5752.134766
	Iteration 24Q: 3 clusters Score -1.222206e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -12222095.000000 Penalty: 5752.134766
	Iteration 25Q: 3 clusters Score -1.22221e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -12222152.000000 Penalty: 5752.134766
	Iteration 26Q: 3 clusters Score -1.222215e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -12222179.000000 Penalty: 5752.134766
	Iteration 27Q: 3 clusters Score -1.222218e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -12222188.000000 Penalty: 5752.134766
	Iteration 28Q: 3 clusters Score -1.222219e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -12222243.000000 Penalty: 5752.134766
	Iteration 29Q: 3 clusters Score -1.222224e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -12222237.000000 Penalty: 5752.134766
	Iteration 30Q: 3 clusters Score -1.222224e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -12222276.000000 Penalty: 5752.134766
	Iteration 31Q: 3 clusters Score -1.222228e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -12222325.000000 Penalty: 5752.134766
	Iteration 32Q: 3 clusters Score -1.222232e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -12222345.000000 Penalty: 5752.134766
	Iteration 33Q: 3 clusters Score -1.222234e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -12222330.000000 Penalty: 5752.134766
	Iteration 34Q: 3 clusters Score -1.222233e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -12222386.000000 Penalty: 5752.134766
	Iteration 35Q: 3 clusters Score -1.222239e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -12222399.000000 Penalty: 5752.134766
	Iteration 36Q: 3 clusters Score -1.22224e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -12222413.000000 Penalty: 5752.134766
	Iteration 37Q: 3 clusters Score -1.222241e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -12222466.000000 Penalty: 5752.134766
	Iteration 38Q: 3 clusters Score -1.222247e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -12222447.000000 Penalty: 5752.134766
	Iteration 39Q: 3 clusters Score -1.222245e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -12222502.000000 Penalty: 5752.134766
	Iteration 40F: 3 clusters Score -1.22225e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -12222560.000000 Penalty: 5752.134766
	Iteration 41Q: 3 clusters Score -1.222256e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -12222633.000000 Penalty: 5752.134766
	Iteration 42Q: 3 clusters Score -1.222263e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -12222666.000000 Penalty: 5752.134766
	Iteration 43Q: 3 clusters Score -1.222267e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -12222671.000000 Penalty: 5752.134766
	Iteration 44Q: 3 clusters Score -1.222267e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -12222685.000000 Penalty: 5752.134766
	Iteration 45Q: 3 clusters Score -1.222268e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -12222757.000000 Penalty: 5752.134766
	Iteration 46Q: 3 clusters Score -1.222276e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -12222786.000000 Penalty: 5752.134766
	Iteration 47Q: 3 clusters Score -1.222279e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -12222796.000000 Penalty: 5752.134766
	Iteration 48Q: 3 clusters Score -1.22228e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -12222848.000000 Penalty: 5752.134766
	Iteration 49Q: 3 clusters Score -1.222285e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -12222829.000000 Penalty: 5752.134766
	Iteration 50Q: 3 clusters Score -1.222283e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -12222827.000000 Penalty: 5752.134766
	Iteration 51Q: 3 clusters Score -1.222283e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -12222868.000000 Penalty: 5752.134766
	Iteration 52Q: 3 clusters Score -1.222287e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -12222927.000000 Penalty: 5752.134766
	Iteration 53Q: 3 clusters Score -1.222293e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -12222964.000000 Penalty: 5752.134766
	Iteration 54Q: 3 clusters Score -1.222296e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -12223039.000000 Penalty: 5752.134766
	Iteration 55Q: 3 clusters Score -1.222304e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -12223119.000000 Penalty: 5752.134766
	Iteration 56Q: 3 clusters Score -1.222312e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -12223184.000000 Penalty: 5752.134766
	Iteration 57Q: 3 clusters Score -1.222318e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -12223263.000000 Penalty: 5752.134766
	Iteration 58Q: 3 clusters Score -1.222326e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -12223333.000000 Penalty: 5752.134766
	Iteration 59Q: 3 clusters Score -1.222333e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -12223430.000000 Penalty: 5752.134766
	Iteration 60F: 3 clusters Score -1.222343e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -12223537.000000 Penalty: 5752.134766
	Iteration 61Q: 3 clusters Score -1.222354e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 67018 members 
Entering Unmasked Estep 
Score: -12223689.000000 Penalty: 5752.134766
	Iteration 62Q: 3 clusters Score -1.222369e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -12223858.000000 Penalty: 5752.134766
	Iteration 63Q: 3 clusters Score -1.222386e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -12224026.000000 Penalty: 5752.134766
	Iteration 64Q: 3 clusters Score -1.222403e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -12224200.000000 Penalty: 5752.134766
	Iteration 65Q: 3 clusters Score -1.22242e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -12224400.000000 Penalty: 5752.134766
	Iteration 66Q: 3 clusters Score -1.22244e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -12224644.000000 Penalty: 5752.134766
	Iteration 67Q: 3 clusters Score -1.222464e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -12224850.000000 Penalty: 5752.134766
	Iteration 68Q: 3 clusters Score -1.222485e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -12225186.000000 Penalty: 5752.134766
	Iteration 69Q: 3 clusters Score -1.222519e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -12225510.000000 Penalty: 5752.134766
	Iteration 70Q: 3 clusters Score -1.222551e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -12225953.000000 Penalty: 5752.134766
	Iteration 71Q: 3 clusters Score -1.222595e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -12226513.000000 Penalty: 5752.134766
	Iteration 72Q: 3 clusters Score -1.222651e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -12227050.000000 Penalty: 5752.134766
	Iteration 73Q: 3 clusters Score -1.222705e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -12227627.000000 Penalty: 5752.134766
	Iteration 74Q: 3 clusters Score -1.222763e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -12228312.000000 Penalty: 5752.134766
	Iteration 75Q: 3 clusters Score -1.222831e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -12229052.000000 Penalty: 5752.134766
	Iteration 76Q: 3 clusters Score -1.222905e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -12229904.000000 Penalty: 5752.134766
	Iteration 77Q: 3 clusters Score -1.22299e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -12230857.000000 Penalty: 5752.134766
	Iteration 78Q: 3 clusters Score -1.223086e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -12231822.000000 Penalty: 5752.134766
	Iteration 79Q: 3 clusters Score -1.223182e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -12232916.000000 Penalty: 5752.134766
	Iteration 80F: 3 clusters Score -1.223292e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -12233947.000000 Penalty: 5752.134766
	Iteration 81Q: 3 clusters Score -1.223395e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -12234907.000000 Penalty: 5752.134766
	Iteration 82Q: 3 clusters Score -1.223491e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -12235927.000000 Penalty: 5752.134766
	Iteration 83Q: 3 clusters Score -1.223593e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -12236879.000000 Penalty: 5752.134766
	Iteration 84Q: 3 clusters Score -1.223688e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -12237597.000000 Penalty: 5752.134766
	Iteration 85Q: 3 clusters Score -1.22376e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -12238220.000000 Penalty: 5752.134766
	Iteration 86Q: 3 clusters Score -1.223822e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -12238723.000000 Penalty: 5752.134766
	Iteration 87Q: 3 clusters Score -1.223872e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 106251 members 
Entering Unmasked Estep 
Score: -12239058.000000 Penalty: 5752.134766
	Iteration 88Q: 3 clusters Score -1.223906e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 106696 members 
Entering Unmasked Estep 
Score: -12239313.000000 Penalty: 5752.134766
	Iteration 89Q: 3 clusters Score -1.223931e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -12239494.000000 Penalty: 5752.134766
	Iteration 90Q: 3 clusters Score -1.223949e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 107220 members 
Entering Unmasked Estep 
Score: -12239706.000000 Penalty: 5752.134766
	Iteration 91Q: 3 clusters Score -1.223971e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 107373 members 
Entering Unmasked Estep 
Score: -12239859.000000 Penalty: 5752.134766
	Iteration 92Q: 3 clusters Score -1.223986e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 107477 members 
Entering Unmasked Estep 
Score: -12240013.000000 Penalty: 5752.134766
	Iteration 93Q: 3 clusters Score -1.224001e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -12240131.000000 Penalty: 5752.134766
	Iteration 94Q: 3 clusters Score -1.224013e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -12240182.000000 Penalty: 5752.134766
	Iteration 95Q: 3 clusters Score -1.224018e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -12240254.000000 Penalty: 5752.134766
	Iteration 96Q: 3 clusters Score -1.224025e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 107606 members 
Entering Unmasked Estep 
Score: -12240297.000000 Penalty: 5752.134766
	Iteration 97Q: 3 clusters Score -1.22403e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -12240333.000000 Penalty: 5752.134766
	Iteration 98Q: 3 clusters Score -1.224033e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -12240353.000000 Penalty: 5752.134766
	Iteration 99Q: 3 clusters Score -1.224035e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -12240376.000000 Penalty: 5752.134766
	Iteration 100F: 3 clusters Score -1.224038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -12240391.000000 Penalty: 5752.134766
	Iteration 101Q: 3 clusters Score -1.224039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 107614 members 
Entering Unmasked Estep 
Score: -12240404.000000 Penalty: 5752.134766
	Iteration 102Q: 3 clusters Score -1.22404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -12240390.000000 Penalty: 5752.134766
	Iteration 103Q: 3 clusters Score -1.224039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -12240405.000000 Penalty: 5752.134766
	Iteration 104Q: 3 clusters Score -1.22404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 107601 members 
Entering Unmasked Estep 
Score: -12240411.000000 Penalty: 5752.134766
	Iteration 105Q: 3 clusters Score -1.224041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 107599 members 
Entering Unmasked Estep 
Score: -12240405.000000 Penalty: 5752.134766
	Iteration 106Q: 3 clusters Score -1.22404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -12240409.000000 Penalty: 5752.134766
	Iteration 107Q: 3 clusters Score -1.224041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -12240408.000000 Penalty: 5752.134766
	Iteration 108Q: 3 clusters Score -1.224041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -12240407.000000 Penalty: 5752.134766
	Iteration 109Q: 3 clusters Score -1.224041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -12240416.000000 Penalty: 5752.134766
	Iteration 110Q: 3 clusters Score -1.224042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -12240417.000000 Penalty: 5752.134766
	Iteration 111Q: 3 clusters Score -1.224042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -12240418.000000 Penalty: 5752.134766
	Iteration 112Q: 3 clusters Score -1.224042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -12240418.000000 Penalty: 5752.134766
	Iteration 113F: 3 clusters Score -1.224042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -48012.742188 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -48012.74 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 224 members 
Entering Unmasked Estep 
Score: -46618.375000 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46618.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46830.832031 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46830.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46887.226562 Penalty: 3037.843018
	Iteration 2F: 3 clusters Score -46887.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46917.585938 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46917.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46917.585938 Penalty: 3037.843018
	Iteration 4F: 3 clusters Score -46917.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Entering Unmasked Estep 
Score: -1059565.250000 Penalty: 2306.784668
	Iteration 0F: 2 clusters Score -1059565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1051358.750000 Penalty: 4613.569336
	Iteration 0F: 3 clusters Score -1051359 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1053904.125000 Penalty: 4613.569336
	Iteration 1F: 3 clusters Score -1053904 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1054382.375000 Penalty: 4613.569336
	Iteration 2F: 3 clusters Score -1054382 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1054811.625000 Penalty: 4613.569336
	Iteration 3F: 3 clusters Score -1054812 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1055219.375000 Penalty: 4613.569336
	Iteration 4F: 3 clusters Score -1055219 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1055597.250000 Penalty: 4613.569336
	Iteration 5F: 3 clusters Score -1055597 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1055953.500000 Penalty: 4613.569336
	Iteration 6Q: 3 clusters Score -1055954 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1056290.500000 Penalty: 4613.569336
	Iteration 7Q: 3 clusters Score -1056290 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1056543.250000 Penalty: 4613.569336
	Iteration 8Q: 3 clusters Score -1056543 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1056761.000000 Penalty: 4613.569336
	Iteration 9Q: 3 clusters Score -1056761 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1056924.125000 Penalty: 4613.569336
	Iteration 10Q: 3 clusters Score -1056924 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1057097.500000 Penalty: 4613.569336
	Iteration 11Q: 3 clusters Score -1057098 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1057223.875000 Penalty: 4613.569336
	Iteration 12Q: 3 clusters Score -1057224 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1057344.875000 Penalty: 4613.569336
	Iteration 13Q: 3 clusters Score -1057345 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1057470.875000 Penalty: 4613.569336
	Iteration 14Q: 3 clusters Score -1057471 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1057609.125000 Penalty: 4613.569336
	Iteration 15Q: 3 clusters Score -1057609 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1057764.375000 Penalty: 4613.569336
	Iteration 16Q: 3 clusters Score -1057764 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1057919.625000 Penalty: 4613.569336
	Iteration 17Q: 3 clusters Score -1057920 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1058070.000000 Penalty: 4613.569336
	Iteration 18Q: 3 clusters Score -1058070 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1058188.750000 Penalty: 4613.569336
	Iteration 19Q: 3 clusters Score -1058189 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1058273.125000 Penalty: 4613.569336
	Iteration 20F: 3 clusters Score -1058273 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1058333.500000 Penalty: 4613.569336
	Iteration 21Q: 3 clusters Score -1058334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1058361.500000 Penalty: 4613.569336
	Iteration 22Q: 3 clusters Score -1058362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1058388.125000 Penalty: 4613.569336
	Iteration 23Q: 3 clusters Score -1058388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1058408.125000 Penalty: 4613.569336
	Iteration 24Q: 3 clusters Score -1058408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1058424.000000 Penalty: 4613.569336
	Iteration 25Q: 3 clusters Score -1058424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1058435.125000 Penalty: 4613.569336
	Iteration 26Q: 3 clusters Score -1058435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1058444.125000 Penalty: 4613.569336
	Iteration 27Q: 3 clusters Score -1058444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1058444.500000 Penalty: 4613.569336
	Iteration 28Q: 3 clusters Score -1058444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1058445.000000 Penalty: 4613.569336
	Iteration 29Q: 3 clusters Score -1058445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1058447.875000 Penalty: 4613.569336
	Iteration 30Q: 3 clusters Score -1058448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1058445.125000 Penalty: 4613.569336
	Iteration 31Q: 3 clusters Score -1058445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1058447.750000 Penalty: 4613.569336
	Iteration 32Q: 3 clusters Score -1058448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1058449.375000 Penalty: 4613.569336
	Iteration 33Q: 3 clusters Score -1058449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1058451.750000 Penalty: 4613.569336
	Iteration 34Q: 3 clusters Score -1058452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1058454.250000 Penalty: 4613.569336
	Iteration 35Q: 3 clusters Score -1058454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1058453.625000 Penalty: 4613.569336
	Iteration 36Q: 3 clusters Score -1058454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1058456.000000 Penalty: 4613.569336
	Iteration 37Q: 3 clusters Score -1058456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1058455.875000 Penalty: 4613.569336
	Iteration 38Q: 3 clusters Score -1058456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1058457.125000 Penalty: 4613.569336
	Iteration 39Q: 3 clusters Score -1058457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1058457.250000 Penalty: 4613.569336
	Iteration 40F: 3 clusters Score -1058457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1058458.000000 Penalty: 4613.569336
	Iteration 41Q: 3 clusters Score -1058458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1058459.375000 Penalty: 4613.569336
	Iteration 42Q: 3 clusters Score -1058459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1058463.500000 Penalty: 4613.569336
	Iteration 43Q: 3 clusters Score -1058464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1058463.500000 Penalty: 4613.569336
	Iteration 44Q: 3 clusters Score -1058464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1058463.125000 Penalty: 4613.569336
	Iteration 45Q: 3 clusters Score -1058463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1058463.125000 Penalty: 4613.569336
	Iteration 46F: 3 clusters Score -1058463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Entering Unmasked Estep 
Score: -727103.687500 Penalty: 2184.883057
	Iteration 0F: 2 clusters Score -727103.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -721584.312500 Penalty: 4369.766113
	Iteration 0F: 3 clusters Score -721584.3 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -723183.000000 Penalty: 4369.766113
	Iteration 1F: 3 clusters Score -723183 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -723501.375000 Penalty: 4369.766113
	Iteration 2F: 3 clusters Score -723501.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -723735.625000 Penalty: 4369.766113
	Iteration 3F: 3 clusters Score -723735.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -723904.500000 Penalty: 4369.766113
	Iteration 4Q: 3 clusters Score -723904.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -724027.500000 Penalty: 4369.766113
	Iteration 5Q: 3 clusters Score -724027.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -724132.125000 Penalty: 4369.766113
	Iteration 6Q: 3 clusters Score -724132.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -724214.562500 Penalty: 4369.766113
	Iteration 7Q: 3 clusters Score -724214.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -724276.125000 Penalty: 4369.766113
	Iteration 8Q: 3 clusters Score -724276.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -724352.562500 Penalty: 4369.766113
	Iteration 9Q: 3 clusters Score -724352.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -724429.312500 Penalty: 4369.766113
	Iteration 10Q: 3 clusters Score -724429.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -724507.312500 Penalty: 4369.766113
	Iteration 11Q: 3 clusters Score -724507.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -724585.875000 Penalty: 4369.766113
	Iteration 12Q: 3 clusters Score -724585.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -724647.125000 Penalty: 4369.766113
	Iteration 13Q: 3 clusters Score -724647.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -724712.437500 Penalty: 4369.766113
	Iteration 14Q: 3 clusters Score -724712.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -724772.625000 Penalty: 4369.766113
	Iteration 15Q: 3 clusters Score -724772.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -724817.750000 Penalty: 4369.766113
	Iteration 16Q: 3 clusters Score -724817.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -724864.875000 Penalty: 4369.766113
	Iteration 17Q: 3 clusters Score -724864.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -724923.000000 Penalty: 4369.766113
	Iteration 18Q: 3 clusters Score -724923 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -724990.187500 Penalty: 4369.766113
	Iteration 19Q: 3 clusters Score -724990.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -725090.125000 Penalty: 4369.766113
	Iteration 20F: 3 clusters Score -725090.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -725204.312500 Penalty: 4369.766113
	Iteration 21Q: 3 clusters Score -725204.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -725329.875000 Penalty: 4369.766113
	Iteration 22Q: 3 clusters Score -725329.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -725472.687500 Penalty: 4369.766113
	Iteration 23Q: 3 clusters Score -725472.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -725663.312500 Penalty: 4369.766113
	Iteration 24Q: 3 clusters Score -725663.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -725846.875000 Penalty: 4369.766113
	Iteration 25Q: 3 clusters Score -725846.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -726001.312500 Penalty: 4369.766113
	Iteration 26Q: 3 clusters Score -726001.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -726156.875000 Penalty: 4369.766113
	Iteration 27Q: 3 clusters Score -726156.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -726291.437500 Penalty: 4369.766113
	Iteration 28Q: 3 clusters Score -726291.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -726389.312500 Penalty: 4369.766113
	Iteration 29Q: 3 clusters Score -726389.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -726459.750000 Penalty: 4369.766113
	Iteration 30Q: 3 clusters Score -726459.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -726505.812500 Penalty: 4369.766113
	Iteration 31Q: 3 clusters Score -726505.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -726534.437500 Penalty: 4369.766113
	Iteration 32Q: 3 clusters Score -726534.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -726556.750000 Penalty: 4369.766113
	Iteration 33Q: 3 clusters Score -726556.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -726575.062500 Penalty: 4369.766113
	Iteration 34Q: 3 clusters Score -726575.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -726587.500000 Penalty: 4369.766113
	Iteration 35Q: 3 clusters Score -726587.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -726603.062500 Penalty: 4369.766113
	Iteration 36Q: 3 clusters Score -726603.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -726615.937500 Penalty: 4369.766113
	Iteration 37Q: 3 clusters Score -726615.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -726622.250000 Penalty: 4369.766113
	Iteration 38Q: 3 clusters Score -726622.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -726623.875000 Penalty: 4369.766113
	Iteration 39Q: 3 clusters Score -726623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -726626.062500 Penalty: 4369.766113
	Iteration 40F: 3 clusters Score -726626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -726628.250000 Penalty: 4369.766113
	Iteration 41Q: 3 clusters Score -726628.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -726628.062500 Penalty: 4369.766113
	Iteration 42Q: 3 clusters Score -726628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -726630.562500 Penalty: 4369.766113
	Iteration 43Q: 3 clusters Score -726630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -726633.687500 Penalty: 4369.766113
	Iteration 44Q: 3 clusters Score -726633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -726634.562500 Penalty: 4369.766113
	Iteration 45Q: 3 clusters Score -726634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -726637.062500 Penalty: 4369.766113
	Iteration 46Q: 3 clusters Score -726637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -726638.937500 Penalty: 4369.766113
	Iteration 47Q: 3 clusters Score -726638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -726640.000000 Penalty: 4369.766113
	Iteration 48Q: 3 clusters Score -726640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -726642.625000 Penalty: 4369.766113
	Iteration 49Q: 3 clusters Score -726642.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -726646.312500 Penalty: 4369.766113
	Iteration 50Q: 3 clusters Score -726646.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -726649.937500 Penalty: 4369.766113
	Iteration 51Q: 3 clusters Score -726649.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -726652.687500 Penalty: 4369.766113
	Iteration 52Q: 3 clusters Score -726652.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -726658.312500 Penalty: 4369.766113
	Iteration 53Q: 3 clusters Score -726658.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -726658.750000 Penalty: 4369.766113
	Iteration 54Q: 3 clusters Score -726658.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -726660.625000 Penalty: 4369.766113
	Iteration 55Q: 3 clusters Score -726660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -726665.500000 Penalty: 4369.766113
	Iteration 56Q: 3 clusters Score -726665.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -726666.562500 Penalty: 4369.766113
	Iteration 57Q: 3 clusters Score -726666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -726667.750000 Penalty: 4369.766113
	Iteration 58Q: 3 clusters Score -726667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -726669.062500 Penalty: 4369.766113
	Iteration 59Q: 3 clusters Score -726669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -726670.250000 Penalty: 4369.766113
	Iteration 60F: 3 clusters Score -726670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -726671.062500 Penalty: 4369.766113
	Iteration 61Q: 3 clusters Score -726671.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -726671.750000 Penalty: 4369.766113
	Iteration 62Q: 3 clusters Score -726671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -726678.750000 Penalty: 4369.766113
	Iteration 63Q: 3 clusters Score -726678.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -726679.750000 Penalty: 4369.766113
	Iteration 64Q: 3 clusters Score -726679.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -726683.812500 Penalty: 4369.766113
	Iteration 65Q: 3 clusters Score -726683.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -726690.250000 Penalty: 4369.766113
	Iteration 66Q: 3 clusters Score -726690.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -726695.250000 Penalty: 4369.766113
	Iteration 67Q: 3 clusters Score -726695.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -726699.187500 Penalty: 4369.766113
	Iteration 68Q: 3 clusters Score -726699.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -726700.687500 Penalty: 4369.766113
	Iteration 69Q: 3 clusters Score -726700.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -726705.875000 Penalty: 4369.766113
	Iteration 70Q: 3 clusters Score -726705.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -726712.000000 Penalty: 4369.766113
	Iteration 71Q: 3 clusters Score -726712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -726712.625000 Penalty: 4369.766113
	Iteration 72Q: 3 clusters Score -726712.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -726717.812500 Penalty: 4369.766113
	Iteration 73Q: 3 clusters Score -726717.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -726718.375000 Penalty: 4369.766113
	Iteration 74Q: 3 clusters Score -726718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -726722.187500 Penalty: 4369.766113
	Iteration 75Q: 3 clusters Score -726722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -726724.937500 Penalty: 4369.766113
	Iteration 76Q: 3 clusters Score -726724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -726725.187500 Penalty: 4369.766113
	Iteration 77Q: 3 clusters Score -726725.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -726726.250000 Penalty: 4369.766113
	Iteration 78Q: 3 clusters Score -726726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -726729.125000 Penalty: 4369.766113
	Iteration 79Q: 3 clusters Score -726729.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -726731.562500 Penalty: 4369.766113
	Iteration 80F: 3 clusters Score -726731.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -726732.937500 Penalty: 4369.766113
	Iteration 81Q: 3 clusters Score -726732.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -726739.000000 Penalty: 4369.766113
	Iteration 82Q: 3 clusters Score -726739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -726747.625000 Penalty: 4369.766113
	Iteration 83Q: 3 clusters Score -726747.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -726754.062500 Penalty: 4369.766113
	Iteration 84Q: 3 clusters Score -726754.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -726760.250000 Penalty: 4369.766113
	Iteration 85Q: 3 clusters Score -726760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -726761.312500 Penalty: 4369.766113
	Iteration 86Q: 3 clusters Score -726761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -726761.687500 Penalty: 4369.766113
	Iteration 87Q: 3 clusters Score -726761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -726762.375000 Penalty: 4369.766113
	Iteration 88Q: 3 clusters Score -726762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -726764.062500 Penalty: 4369.766113
	Iteration 89Q: 3 clusters Score -726764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -726765.500000 Penalty: 4369.766113
	Iteration 90Q: 3 clusters Score -726765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -726766.875000 Penalty: 4369.766113
	Iteration 91Q: 3 clusters Score -726766.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -726768.625000 Penalty: 4369.766113
	Iteration 92Q: 3 clusters Score -726768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -726769.312500 Penalty: 4369.766113
	Iteration 93Q: 3 clusters Score -726769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -726769.312500 Penalty: 4369.766113
	Iteration 94F: 3 clusters Score -726769.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Entering Unmasked Estep 
Score: -1780012.375000 Penalty: 2396.299561
	Iteration 0F: 2 clusters Score -1780012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1768655.375000 Penalty: 4792.599121
	Iteration 0F: 3 clusters Score -1768655 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1772363.000000 Penalty: 4792.599121
	Iteration 1F: 3 clusters Score -1772363 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1772775.250000 Penalty: 4792.599121
	Iteration 2F: 3 clusters Score -1772775 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1773251.500000 Penalty: 4792.599121
	Iteration 3Q: 3 clusters Score -1773252 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1773839.750000 Penalty: 4792.599121
	Iteration 4F: 3 clusters Score -1773840 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1774440.000000 Penalty: 4792.599121
	Iteration 5Q: 3 clusters Score -1774440 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1774884.875000 Penalty: 4792.599121
	Iteration 6Q: 3 clusters Score -1774885 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1775253.875000 Penalty: 4792.599121
	Iteration 7Q: 3 clusters Score -1775254 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1775572.250000 Penalty: 4792.599121
	Iteration 8Q: 3 clusters Score -1775572 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1775884.750000 Penalty: 4792.599121
	Iteration 9Q: 3 clusters Score -1775885 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1776226.250000 Penalty: 4792.599121
	Iteration 10Q: 3 clusters Score -1776226 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1776592.125000 Penalty: 4792.599121
	Iteration 11Q: 3 clusters Score -1776592 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1776925.250000 Penalty: 4792.599121
	Iteration 12Q: 3 clusters Score -1776925 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1777222.250000 Penalty: 4792.599121
	Iteration 13Q: 3 clusters Score -1777222 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1777477.250000 Penalty: 4792.599121
	Iteration 14Q: 3 clusters Score -1777477 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1777705.500000 Penalty: 4792.599121
	Iteration 15Q: 3 clusters Score -1777706 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1777917.500000 Penalty: 4792.599121
	Iteration 16Q: 3 clusters Score -1777918 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1778085.375000 Penalty: 4792.599121
	Iteration 17Q: 3 clusters Score -1778085 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1778252.750000 Penalty: 4792.599121
	Iteration 18Q: 3 clusters Score -1778253 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1778410.625000 Penalty: 4792.599121
	Iteration 19Q: 3 clusters Score -1778411 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1778575.875000 Penalty: 4792.599121
	Iteration 20F: 3 clusters Score -1778576 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1778734.500000 Penalty: 4792.599121
	Iteration 21Q: 3 clusters Score -1778734 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1778880.625000 Penalty: 4792.599121
	Iteration 22Q: 3 clusters Score -1778881 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1779048.125000 Penalty: 4792.599121
	Iteration 23Q: 3 clusters Score -1779048 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1779259.125000 Penalty: 4792.599121
	Iteration 24Q: 3 clusters Score -1779259 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1779507.250000 Penalty: 4792.599121
	Iteration 25Q: 3 clusters Score -1779507 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1779655.125000 Penalty: 4792.599121
	Iteration 26Q: 3 clusters Score -1779655 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1779730.500000 Penalty: 4792.599121
	Iteration 27Q: 3 clusters Score -1779730 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1779775.875000 Penalty: 4792.599121
	Iteration 28Q: 3 clusters Score -1779776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1779794.875000 Penalty: 4792.599121
	Iteration 29Q: 3 clusters Score -1779795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1779819.875000 Penalty: 4792.599121
	Iteration 30Q: 3 clusters Score -1779820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1779827.000000 Penalty: 4792.599121
	Iteration 31Q: 3 clusters Score -1779827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1779833.625000 Penalty: 4792.599121
	Iteration 32Q: 3 clusters Score -1779834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1779839.500000 Penalty: 4792.599121
	Iteration 33Q: 3 clusters Score -1779840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1779843.875000 Penalty: 4792.599121
	Iteration 34Q: 3 clusters Score -1779844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1779851.375000 Penalty: 4792.599121
	Iteration 35Q: 3 clusters Score -1779851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1779857.125000 Penalty: 4792.599121
	Iteration 36Q: 3 clusters Score -1779857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1779862.250000 Penalty: 4792.599121
	Iteration 37Q: 3 clusters Score -1779862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1779865.750000 Penalty: 4792.599121
	Iteration 38Q: 3 clusters Score -1779866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1779873.375000 Penalty: 4792.599121
	Iteration 39Q: 3 clusters Score -1779873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1779882.625000 Penalty: 4792.599121
	Iteration 40F: 3 clusters Score -1779883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1779884.500000 Penalty: 4792.599121
	Iteration 41Q: 3 clusters Score -1779884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1779886.625000 Penalty: 4792.599121
	Iteration 42Q: 3 clusters Score -1779887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1779891.500000 Penalty: 4792.599121
	Iteration 43Q: 3 clusters Score -1779892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1779887.500000 Penalty: 4792.599121
	Iteration 44Q: 3 clusters Score -1779888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1779888.250000 Penalty: 4792.599121
	Iteration 45Q: 3 clusters Score -1779888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1779890.250000 Penalty: 4792.599121
	Iteration 46Q: 3 clusters Score -1779890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1779888.625000 Penalty: 4792.599121
	Iteration 47Q: 3 clusters Score -1779889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1779890.375000 Penalty: 4792.599121
	Iteration 48Q: 3 clusters Score -1779890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1779889.875000 Penalty: 4792.599121
	Iteration 49Q: 3 clusters Score -1779890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1779890.625000 Penalty: 4792.599121
	Iteration 50Q: 3 clusters Score -1779891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1779890.000000 Penalty: 4792.599121
	Iteration 51Q: 3 clusters Score -1779890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1779889.375000 Penalty: 4792.599121
	Iteration 52Q: 3 clusters Score -1779889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1779890.250000 Penalty: 4792.599121
	Iteration 53Q: 3 clusters Score -1779890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1779887.250000 Penalty: 4792.599121
	Iteration 54Q: 3 clusters Score -1779887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1779888.000000 Penalty: 4792.599121
	Iteration 55Q: 3 clusters Score -1779888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1779886.125000 Penalty: 4792.599121
	Iteration 56Q: 3 clusters Score -1779886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1779889.125000 Penalty: 4792.599121
	Iteration 57Q: 3 clusters Score -1779889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1779889.625000 Penalty: 4792.599121
	Iteration 58Q: 3 clusters Score -1779890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1779888.375000 Penalty: 4792.599121
	Iteration 59Q: 3 clusters Score -1779888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1779893.000000 Penalty: 4792.599121
	Iteration 60F: 3 clusters Score -1779893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1779895.125000 Penalty: 4792.599121
	Iteration 61Q: 3 clusters Score -1779895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1779898.750000 Penalty: 4792.599121
	Iteration 62Q: 3 clusters Score -1779899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1779903.625000 Penalty: 4792.599121
	Iteration 63Q: 3 clusters Score -1779904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1779905.875000 Penalty: 4792.599121
	Iteration 64Q: 3 clusters Score -1779906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1779902.125000 Penalty: 4792.599121
	Iteration 65Q: 3 clusters Score -1779902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1779903.125000 Penalty: 4792.599121
	Iteration 66Q: 3 clusters Score -1779903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1779905.750000 Penalty: 4792.599121
	Iteration 67Q: 3 clusters Score -1779906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1779906.125000 Penalty: 4792.599121
	Iteration 68Q: 3 clusters Score -1779906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1779906.375000 Penalty: 4792.599121
	Iteration 69Q: 3 clusters Score -1779906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1779907.500000 Penalty: 4792.599121
	Iteration 70Q: 3 clusters Score -1779908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1779907.500000 Penalty: 4792.599121
	Iteration 71Q: 3 clusters Score -1779908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1779901.375000 Penalty: 4792.599121
	Iteration 72Q: 3 clusters Score -1779901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1779901.750000 Penalty: 4792.599121
	Iteration 73Q: 3 clusters Score -1779902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1779903.750000 Penalty: 4792.599121
	Iteration 74Q: 3 clusters Score -1779904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1779905.375000 Penalty: 4792.599121
	Iteration 75Q: 3 clusters Score -1779905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1779903.375000 Penalty: 4792.599121
	Iteration 76Q: 3 clusters Score -1779903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1779903.750000 Penalty: 4792.599121
	Iteration 77Q: 3 clusters Score -1779904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1779904.000000 Penalty: 4792.599121
	Iteration 78Q: 3 clusters Score -1779904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1779905.250000 Penalty: 4792.599121
	Iteration 79Q: 3 clusters Score -1779905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1779908.000000 Penalty: 4792.599121
	Iteration 80F: 3 clusters Score -1779908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1779908.625000 Penalty: 4792.599121
	Iteration 81Q: 3 clusters Score -1779909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1779908.625000 Penalty: 4792.599121
	Iteration 82Q: 3 clusters Score -1779909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1779910.125000 Penalty: 4792.599121
	Iteration 83Q: 3 clusters Score -1779910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1779911.750000 Penalty: 4792.599121
	Iteration 84Q: 3 clusters Score -1779912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1779907.000000 Penalty: 4792.599121
	Iteration 85Q: 3 clusters Score -1779907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1779912.375000 Penalty: 4792.599121
	Iteration 86Q: 3 clusters Score -1779912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1779910.500000 Penalty: 4792.599121
	Iteration 87Q: 3 clusters Score -1779910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1779912.375000 Penalty: 4792.599121
	Iteration 88Q: 3 clusters Score -1779912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1779913.125000 Penalty: 4792.599121
	Iteration 89Q: 3 clusters Score -1779913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1779911.250000 Penalty: 4792.599121
	Iteration 90Q: 3 clusters Score -1779911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1779911.250000 Penalty: 4792.599121
	Iteration 91F: 3 clusters Score -1779911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -1057277.375000 Penalty: 2268.740234
	Iteration 0F: 2 clusters Score -1057277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1050006.125000 Penalty: 4537.480469
	Iteration 0F: 3 clusters Score -1050006 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1052185.500000 Penalty: 4537.480469
	Iteration 1F: 3 clusters Score -1052186 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1052654.000000 Penalty: 4537.480469
	Iteration 2F: 3 clusters Score -1052654 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1053113.375000 Penalty: 4537.480469
	Iteration 3F: 3 clusters Score -1053113 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1053551.625000 Penalty: 4537.480469
	Iteration 4F: 3 clusters Score -1053552 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1053927.125000 Penalty: 4537.480469
	Iteration 5F: 3 clusters Score -1053927 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1054259.375000 Penalty: 4537.480469
	Iteration 6F: 3 clusters Score -1054259 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1054553.000000 Penalty: 4537.480469
	Iteration 7Q: 3 clusters Score -1054553 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1054807.125000 Penalty: 4537.480469
	Iteration 8Q: 3 clusters Score -1054807 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1055045.500000 Penalty: 4537.480469
	Iteration 9Q: 3 clusters Score -1055046 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1055289.625000 Penalty: 4537.480469
	Iteration 10Q: 3 clusters Score -1055290 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1055562.750000 Penalty: 4537.480469
	Iteration 11Q: 3 clusters Score -1055563 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1055819.625000 Penalty: 4537.480469
	Iteration 12Q: 3 clusters Score -1055820 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1056048.500000 Penalty: 4537.480469
	Iteration 13Q: 3 clusters Score -1056048 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1056288.500000 Penalty: 4537.480469
	Iteration 14Q: 3 clusters Score -1056288 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1056516.500000 Penalty: 4537.480469
	Iteration 15Q: 3 clusters Score -1056516 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1056708.125000 Penalty: 4537.480469
	Iteration 16Q: 3 clusters Score -1056708 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1056837.500000 Penalty: 4537.480469
	Iteration 17Q: 3 clusters Score -1056838 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1056902.625000 Penalty: 4537.480469
	Iteration 18Q: 3 clusters Score -1056903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1056927.500000 Penalty: 4537.480469
	Iteration 19Q: 3 clusters Score -1056928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1056943.500000 Penalty: 4537.480469
	Iteration 20F: 3 clusters Score -1056944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1056949.625000 Penalty: 4537.480469
	Iteration 21Q: 3 clusters Score -1056950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1056955.625000 Penalty: 4537.480469
	Iteration 22Q: 3 clusters Score -1056956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1056953.500000 Penalty: 4537.480469
	Iteration 23Q: 3 clusters Score -1056954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1056954.000000 Penalty: 4537.480469
	Iteration 24Q: 3 clusters Score -1056954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1056954.000000 Penalty: 4537.480469
	Iteration 25F: 3 clusters Score -1056954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (211208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211208 members 
Entering Unmasked Estep 
Score: -24272330.000000 Penalty: 3040.628662
	Iteration 0F: 2 clusters Score -2.427233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -24150226.000000 Penalty: 6081.257324
	Iteration 0F: 3 clusters Score -2.415023e+07 nChanged 101552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -24209874.000000 Penalty: 6081.257324
	Iteration 1F: 3 clusters Score -2.420987e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105559 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -24210912.000000 Penalty: 6081.257324
	Iteration 2Q: 3 clusters Score -2.421091e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -24211918.000000 Penalty: 6081.257324
	Iteration 3Q: 3 clusters Score -2.421192e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -24213194.000000 Penalty: 6081.257324
	Iteration 4Q: 3 clusters Score -2.421319e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 103571 members 
Entering Unmasked Estep 
Score: -24214698.000000 Penalty: 6081.257324
	Iteration 5Q: 3 clusters Score -2.42147e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109372 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -24216816.000000 Penalty: 6081.257324
	Iteration 6Q: 3 clusters Score -2.421682e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112081 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -24219156.000000 Penalty: 6081.257324
	Iteration 7Q: 3 clusters Score -2.421916e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115888 members 
Mstep: Class 2 contains 95320 members 
Entering Unmasked Estep 
Score: -24222300.000000 Penalty: 6081.257324
	Iteration 8Q: 3 clusters Score -2.42223e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121147 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -24226050.000000 Penalty: 6081.257324
	Iteration 9Q: 3 clusters Score -2.422605e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127779 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -24230130.000000 Penalty: 6081.257324
	Iteration 10Q: 3 clusters Score -2.423013e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135751 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -24234602.000000 Penalty: 6081.257324
	Iteration 11F: 3 clusters Score -2.42346e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -24239616.000000 Penalty: 6081.257324
	Iteration 12F: 3 clusters Score -2.423962e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155342 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -24244892.000000 Penalty: 6081.257324
	Iteration 13F: 3 clusters Score -2.424489e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166759 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -24249204.000000 Penalty: 6081.257324
	Iteration 14F: 3 clusters Score -2.42492e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178435 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -24252414.000000 Penalty: 6081.257324
	Iteration 15F: 3 clusters Score -2.425241e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189490 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -24256796.000000 Penalty: 6081.257324
	Iteration 16F: 3 clusters Score -2.42568e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198452 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -24261128.000000 Penalty: 6081.257324
	Iteration 17Q: 3 clusters Score -2.426113e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204697 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -24265060.000000 Penalty: 6081.257324
	Iteration 18Q: 3 clusters Score -2.426506e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208014 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -24267390.000000 Penalty: 6081.257324
	Iteration 19Q: 3 clusters Score -2.426739e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209496 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -24268630.000000 Penalty: 6081.257324
	Iteration 20F: 3 clusters Score -2.426863e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210107 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -24269060.000000 Penalty: 6081.257324
	Iteration 21Q: 3 clusters Score -2.426906e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210399 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -24269360.000000 Penalty: 6081.257324
	Iteration 22Q: 3 clusters Score -2.426936e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210524 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -24269516.000000 Penalty: 6081.257324
	Iteration 23Q: 3 clusters Score -2.426952e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210581 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -24269606.000000 Penalty: 6081.257324
	Iteration 24Q: 3 clusters Score -2.426961e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210610 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -24269662.000000 Penalty: 6081.257324
	Iteration 25Q: 3 clusters Score -2.426966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210620 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -24269662.000000 Penalty: 6081.257324
	Iteration 26Q: 3 clusters Score -2.426966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210629 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -24269670.000000 Penalty: 6081.257324
	Iteration 27Q: 3 clusters Score -2.426967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210640 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -24269706.000000 Penalty: 6081.257324
	Iteration 28Q: 3 clusters Score -2.426971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210648 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -24269724.000000 Penalty: 6081.257324
	Iteration 29Q: 3 clusters Score -2.426972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210655 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -24269726.000000 Penalty: 6081.257324
	Iteration 30Q: 3 clusters Score -2.426973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210661 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -24269734.000000 Penalty: 6081.257324
	Iteration 31Q: 3 clusters Score -2.426973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210663 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -24269734.000000 Penalty: 6081.257324
	Iteration 32Q: 3 clusters Score -2.426973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210665 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -24269734.000000 Penalty: 6081.257324
	Iteration 33Q: 3 clusters Score -2.426973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210666 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -24269738.000000 Penalty: 6081.257324
	Iteration 34Q: 3 clusters Score -2.426974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210670 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -24269752.000000 Penalty: 6081.257324
	Iteration 35Q: 3 clusters Score -2.426975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210668 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -24269744.000000 Penalty: 6081.257324
	Iteration 36Q: 3 clusters Score -2.426974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210666 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -24269760.000000 Penalty: 6081.257324
	Iteration 37Q: 3 clusters Score -2.426976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210666 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -24269762.000000 Penalty: 6081.257324
	Iteration 38Q: 3 clusters Score -2.426976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210670 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -24269756.000000 Penalty: 6081.257324
	Iteration 39Q: 3 clusters Score -2.426976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210672 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -24269750.000000 Penalty: 6081.257324
	Iteration 40F: 3 clusters Score -2.426975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210674 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -24269750.000000 Penalty: 6081.257324
	Iteration 41Q: 3 clusters Score -2.426975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210683 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -24269750.000000 Penalty: 6081.257324
	Iteration 42Q: 3 clusters Score -2.426975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210688 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24269762.000000 Penalty: 6081.257324
	Iteration 43Q: 3 clusters Score -2.426976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210690 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -24269768.000000 Penalty: 6081.257324
	Iteration 44Q: 3 clusters Score -2.426977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210692 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -24269770.000000 Penalty: 6081.257324
	Iteration 45Q: 3 clusters Score -2.426977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210692 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -24269788.000000 Penalty: 6081.257324
	Iteration 46Q: 3 clusters Score -2.426979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210692 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -24269788.000000 Penalty: 6081.257324
	Iteration 47F: 3 clusters Score -2.426979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Entering Unmasked Estep 
Score: -2723748.000000 Penalty: 2499.215820
	Iteration 0F: 2 clusters Score -2723748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2707102.250000 Penalty: 4998.431641
	Iteration 0F: 3 clusters Score -2707102 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2712893.750000 Penalty: 4998.431641
	Iteration 1F: 3 clusters Score -2712894 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2713425.000000 Penalty: 4998.431641
	Iteration 2F: 3 clusters Score -2713425 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2714016.750000 Penalty: 4998.431641
	Iteration 3Q: 3 clusters Score -2714017 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2714787.250000 Penalty: 4998.431641
	Iteration 4F: 3 clusters Score -2714787 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2715780.250000 Penalty: 4998.431641
	Iteration 5F: 3 clusters Score -2715780 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2716882.250000 Penalty: 4998.431641
	Iteration 6F: 3 clusters Score -2716882 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2717968.250000 Penalty: 4998.431641
	Iteration 7F: 3 clusters Score -2717968 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2718924.500000 Penalty: 4998.431641
	Iteration 8F: 3 clusters Score -2718924 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2719724.000000 Penalty: 4998.431641
	Iteration 9F: 3 clusters Score -2719724 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2720350.750000 Penalty: 4998.431641
	Iteration 10Q: 3 clusters Score -2720351 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2720783.750000 Penalty: 4998.431641
	Iteration 11Q: 3 clusters Score -2720784 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2721106.750000 Penalty: 4998.431641
	Iteration 12Q: 3 clusters Score -2721107 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2721374.750000 Penalty: 4998.431641
	Iteration 13Q: 3 clusters Score -2721375 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2721606.750000 Penalty: 4998.431641
	Iteration 14Q: 3 clusters Score -2721607 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2721821.750000 Penalty: 4998.431641
	Iteration 15Q: 3 clusters Score -2721822 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2722010.500000 Penalty: 4998.431641
	Iteration 16Q: 3 clusters Score -2722010 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2722125.250000 Penalty: 4998.431641
	Iteration 17Q: 3 clusters Score -2722125 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2722254.500000 Penalty: 4998.431641
	Iteration 18Q: 3 clusters Score -2722254 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2722365.500000 Penalty: 4998.431641
	Iteration 19Q: 3 clusters Score -2722366 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2722472.250000 Penalty: 4998.431641
	Iteration 20F: 3 clusters Score -2722472 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2722538.250000 Penalty: 4998.431641
	Iteration 21Q: 3 clusters Score -2722538 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2722569.250000 Penalty: 4998.431641
	Iteration 22Q: 3 clusters Score -2722569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2722613.750000 Penalty: 4998.431641
	Iteration 23Q: 3 clusters Score -2722614 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2722646.250000 Penalty: 4998.431641
	Iteration 24Q: 3 clusters Score -2722646 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2722687.000000 Penalty: 4998.431641
	Iteration 25Q: 3 clusters Score -2722687 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2722713.000000 Penalty: 4998.431641
	Iteration 26Q: 3 clusters Score -2722713 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2722742.250000 Penalty: 4998.431641
	Iteration 27Q: 3 clusters Score -2722742 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2722763.250000 Penalty: 4998.431641
	Iteration 28Q: 3 clusters Score -2722763 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2722779.000000 Penalty: 4998.431641
	Iteration 29Q: 3 clusters Score -2722779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2722782.750000 Penalty: 4998.431641
	Iteration 30Q: 3 clusters Score -2722783 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2722801.500000 Penalty: 4998.431641
	Iteration 31Q: 3 clusters Score -2722802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2722816.250000 Penalty: 4998.431641
	Iteration 32Q: 3 clusters Score -2722816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2722824.000000 Penalty: 4998.431641
	Iteration 33Q: 3 clusters Score -2722824 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2722840.000000 Penalty: 4998.431641
	Iteration 34Q: 3 clusters Score -2722840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2722851.250000 Penalty: 4998.431641
	Iteration 35Q: 3 clusters Score -2722851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2722859.750000 Penalty: 4998.431641
	Iteration 36Q: 3 clusters Score -2722860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2722868.500000 Penalty: 4998.431641
	Iteration 37Q: 3 clusters Score -2722868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2722875.250000 Penalty: 4998.431641
	Iteration 38Q: 3 clusters Score -2722875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2722878.750000 Penalty: 4998.431641
	Iteration 39Q: 3 clusters Score -2722879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2722884.750000 Penalty: 4998.431641
	Iteration 40F: 3 clusters Score -2722885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2722889.500000 Penalty: 4998.431641
	Iteration 41Q: 3 clusters Score -2722890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2722886.500000 Penalty: 4998.431641
	Iteration 42Q: 3 clusters Score -2722886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2722885.000000 Penalty: 4998.431641
	Iteration 43Q: 3 clusters Score -2722885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2722885.000000 Penalty: 4998.431641
	Iteration 44Q: 3 clusters Score -2722885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2722889.000000 Penalty: 4998.431641
	Iteration 45Q: 3 clusters Score -2722889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2722887.750000 Penalty: 4998.431641
	Iteration 46Q: 3 clusters Score -2722888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2722886.250000 Penalty: 4998.431641
	Iteration 47Q: 3 clusters Score -2722886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2722892.750000 Penalty: 4998.431641
	Iteration 48Q: 3 clusters Score -2722893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2722898.500000 Penalty: 4998.431641
	Iteration 49Q: 3 clusters Score -2722898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2722905.000000 Penalty: 4998.431641
	Iteration 50Q: 3 clusters Score -2722905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2722911.000000 Penalty: 4998.431641
	Iteration 51Q: 3 clusters Score -2722911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2722906.750000 Penalty: 4998.431641
	Iteration 52Q: 3 clusters Score -2722907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2722921.750000 Penalty: 4998.431641
	Iteration 53Q: 3 clusters Score -2722922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2722928.750000 Penalty: 4998.431641
	Iteration 54Q: 3 clusters Score -2722929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2722938.000000 Penalty: 4998.431641
	Iteration 55Q: 3 clusters Score -2722938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2722948.000000 Penalty: 4998.431641
	Iteration 56Q: 3 clusters Score -2722948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2722954.500000 Penalty: 4998.431641
	Iteration 57Q: 3 clusters Score -2722954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2722961.500000 Penalty: 4998.431641
	Iteration 58Q: 3 clusters Score -2722962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2722959.000000 Penalty: 4998.431641
	Iteration 59Q: 3 clusters Score -2722959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2722966.750000 Penalty: 4998.431641
	Iteration 60F: 3 clusters Score -2722967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2722968.250000 Penalty: 4998.431641
	Iteration 61Q: 3 clusters Score -2722968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2722980.000000 Penalty: 4998.431641
	Iteration 62Q: 3 clusters Score -2722980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2722983.500000 Penalty: 4998.431641
	Iteration 63Q: 3 clusters Score -2722984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2722983.250000 Penalty: 4998.431641
	Iteration 64Q: 3 clusters Score -2722983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2722987.500000 Penalty: 4998.431641
	Iteration 65Q: 3 clusters Score -2722988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2722986.750000 Penalty: 4998.431641
	Iteration 66Q: 3 clusters Score -2722987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2722986.500000 Penalty: 4998.431641
	Iteration 67Q: 3 clusters Score -2722986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2722989.250000 Penalty: 4998.431641
	Iteration 68Q: 3 clusters Score -2722989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2722995.750000 Penalty: 4998.431641
	Iteration 69Q: 3 clusters Score -2722996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2723007.750000 Penalty: 4998.431641
	Iteration 70Q: 3 clusters Score -2723008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2723002.750000 Penalty: 4998.431641
	Iteration 71Q: 3 clusters Score -2723003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2723011.250000 Penalty: 4998.431641
	Iteration 72Q: 3 clusters Score -2723011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2723016.250000 Penalty: 4998.431641
	Iteration 73Q: 3 clusters Score -2723016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2723017.750000 Penalty: 4998.431641
	Iteration 74Q: 3 clusters Score -2723018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2723022.250000 Penalty: 4998.431641
	Iteration 75Q: 3 clusters Score -2723022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2723028.500000 Penalty: 4998.431641
	Iteration 76Q: 3 clusters Score -2723028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2723030.000000 Penalty: 4998.431641
	Iteration 77Q: 3 clusters Score -2723030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2723034.750000 Penalty: 4998.431641
	Iteration 78Q: 3 clusters Score -2723035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2723034.750000 Penalty: 4998.431641
	Iteration 79Q: 3 clusters Score -2723035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2723038.750000 Penalty: 4998.431641
	Iteration 80F: 3 clusters Score -2723039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2723037.250000 Penalty: 4998.431641
	Iteration 81Q: 3 clusters Score -2723037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2723045.000000 Penalty: 4998.431641
	Iteration 82Q: 3 clusters Score -2723045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2723043.500000 Penalty: 4998.431641
	Iteration 83Q: 3 clusters Score -2723044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2723053.000000 Penalty: 4998.431641
	Iteration 84Q: 3 clusters Score -2723053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2723049.500000 Penalty: 4998.431641
	Iteration 85Q: 3 clusters Score -2723050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2723051.250000 Penalty: 4998.431641
	Iteration 86Q: 3 clusters Score -2723051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2723057.750000 Penalty: 4998.431641
	Iteration 87Q: 3 clusters Score -2723058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2723063.750000 Penalty: 4998.431641
	Iteration 88Q: 3 clusters Score -2723064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2723068.250000 Penalty: 4998.431641
	Iteration 89Q: 3 clusters Score -2723068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2723085.000000 Penalty: 4998.431641
	Iteration 90Q: 3 clusters Score -2723085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2723086.750000 Penalty: 4998.431641
	Iteration 91Q: 3 clusters Score -2723087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2723093.750000 Penalty: 4998.431641
	Iteration 92Q: 3 clusters Score -2723094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2723104.000000 Penalty: 4998.431641
	Iteration 93Q: 3 clusters Score -2723104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2723113.750000 Penalty: 4998.431641
	Iteration 94Q: 3 clusters Score -2723114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2723124.500000 Penalty: 4998.431641
	Iteration 95Q: 3 clusters Score -2723124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2723153.000000 Penalty: 4998.431641
	Iteration 96Q: 3 clusters Score -2723153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2723189.000000 Penalty: 4998.431641
	Iteration 97Q: 3 clusters Score -2723189 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2723225.500000 Penalty: 4998.431641
	Iteration 98Q: 3 clusters Score -2723226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2723258.250000 Penalty: 4998.431641
	Iteration 99Q: 3 clusters Score -2723258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2723282.500000 Penalty: 4998.431641
	Iteration 100F: 3 clusters Score -2723282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2723317.750000 Penalty: 4998.431641
	Iteration 101Q: 3 clusters Score -2723318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2723348.000000 Penalty: 4998.431641
	Iteration 102Q: 3 clusters Score -2723348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2723359.750000 Penalty: 4998.431641
	Iteration 103Q: 3 clusters Score -2723360 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2723383.750000 Penalty: 4998.431641
	Iteration 104Q: 3 clusters Score -2723384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2723406.000000 Penalty: 4998.431641
	Iteration 105Q: 3 clusters Score -2723406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2723411.500000 Penalty: 4998.431641
	Iteration 106Q: 3 clusters Score -2723412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2723417.750000 Penalty: 4998.431641
	Iteration 107Q: 3 clusters Score -2723418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2723429.250000 Penalty: 4998.431641
	Iteration 108Q: 3 clusters Score -2723429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2723427.000000 Penalty: 4998.431641
	Iteration 109Q: 3 clusters Score -2723427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2723437.500000 Penalty: 4998.431641
	Iteration 110Q: 3 clusters Score -2723438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2723438.500000 Penalty: 4998.431641
	Iteration 111Q: 3 clusters Score -2723438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2723435.000000 Penalty: 4998.431641
	Iteration 112Q: 3 clusters Score -2723435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2723428.000000 Penalty: 4998.431641
	Iteration 113Q: 3 clusters Score -2723428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2723431.250000 Penalty: 4998.431641
	Iteration 114Q: 3 clusters Score -2723431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2723431.250000 Penalty: 4998.431641
	Iteration 115Q: 3 clusters Score -2723431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2723431.500000 Penalty: 4998.431641
	Iteration 116Q: 3 clusters Score -2723432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2723434.500000 Penalty: 4998.431641
	Iteration 117Q: 3 clusters Score -2723434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2723437.000000 Penalty: 4998.431641
	Iteration 118Q: 3 clusters Score -2723437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2723442.000000 Penalty: 4998.431641
	Iteration 119Q: 3 clusters Score -2723442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2723443.250000 Penalty: 4998.431641
	Iteration 120F: 3 clusters Score -2723443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2723441.750000 Penalty: 4998.431641
	Iteration 121Q: 3 clusters Score -2723442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2723445.750000 Penalty: 4998.431641
	Iteration 122Q: 3 clusters Score -2723446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2723446.000000 Penalty: 4998.431641
	Iteration 123Q: 3 clusters Score -2723446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2723436.000000 Penalty: 4998.431641
	Iteration 124Q: 3 clusters Score -2723436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2723436.750000 Penalty: 4998.431641
	Iteration 125Q: 3 clusters Score -2723437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2723438.500000 Penalty: 4998.431641
	Iteration 126Q: 3 clusters Score -2723438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2723441.000000 Penalty: 4998.431641
	Iteration 127Q: 3 clusters Score -2723441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2723435.250000 Penalty: 4998.431641
	Iteration 128Q: 3 clusters Score -2723435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2723436.750000 Penalty: 4998.431641
	Iteration 129Q: 3 clusters Score -2723437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2723436.750000 Penalty: 4998.431641
	Iteration 130F: 3 clusters Score -2723437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Entering Unmasked Estep 
Score: -4050935.000000 Penalty: 2617.130127
	Iteration 0F: 2 clusters Score -4050935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4025071.500000 Penalty: 5234.260254
	Iteration 0F: 3 clusters Score -4025072 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4035558.500000 Penalty: 5234.260254
	Iteration 1F: 3 clusters Score -4035558 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4037376.000000 Penalty: 5234.260254
	Iteration 2F: 3 clusters Score -4037376 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4039807.500000 Penalty: 5234.260254
	Iteration 3F: 3 clusters Score -4039808 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4042154.250000 Penalty: 5234.260254
	Iteration 4F: 3 clusters Score -4042154 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4043854.250000 Penalty: 5234.260254
	Iteration 5F: 3 clusters Score -4043854 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4044880.750000 Penalty: 5234.260254
	Iteration 6F: 3 clusters Score -4044881 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -4045487.500000 Penalty: 5234.260254
	Iteration 7Q: 3 clusters Score -4045488 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4045955.250000 Penalty: 5234.260254
	Iteration 8Q: 3 clusters Score -4045955 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4046364.500000 Penalty: 5234.260254
	Iteration 9Q: 3 clusters Score -4046364 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -4046708.500000 Penalty: 5234.260254
	Iteration 10Q: 3 clusters Score -4046708 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4047092.500000 Penalty: 5234.260254
	Iteration 11Q: 3 clusters Score -4047092 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4047436.250000 Penalty: 5234.260254
	Iteration 12Q: 3 clusters Score -4047436 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4047737.500000 Penalty: 5234.260254
	Iteration 13Q: 3 clusters Score -4047738 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -4048051.000000 Penalty: 5234.260254
	Iteration 14Q: 3 clusters Score -4048051 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -4048327.750000 Penalty: 5234.260254
	Iteration 15Q: 3 clusters Score -4048328 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4048579.000000 Penalty: 5234.260254
	Iteration 16Q: 3 clusters Score -4048579 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4048780.000000 Penalty: 5234.260254
	Iteration 17Q: 3 clusters Score -4048780 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4048929.750000 Penalty: 5234.260254
	Iteration 18Q: 3 clusters Score -4048930 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4049067.000000 Penalty: 5234.260254
	Iteration 19Q: 3 clusters Score -4049067 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -4049176.500000 Penalty: 5234.260254
	Iteration 20F: 3 clusters Score -4049176 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -4049291.250000 Penalty: 5234.260254
	Iteration 21Q: 3 clusters Score -4049291 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4049369.500000 Penalty: 5234.260254
	Iteration 22Q: 3 clusters Score -4049370 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4049508.500000 Penalty: 5234.260254
	Iteration 23Q: 3 clusters Score -4049508 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -4049618.500000 Penalty: 5234.260254
	Iteration 24Q: 3 clusters Score -4049618 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4049715.750000 Penalty: 5234.260254
	Iteration 25Q: 3 clusters Score -4049716 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4049789.000000 Penalty: 5234.260254
	Iteration 26Q: 3 clusters Score -4049789 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4049888.500000 Penalty: 5234.260254
	Iteration 27Q: 3 clusters Score -4049888 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4049994.500000 Penalty: 5234.260254
	Iteration 28Q: 3 clusters Score -4049994 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -4050057.500000 Penalty: 5234.260254
	Iteration 29Q: 3 clusters Score -4050058 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4050146.750000 Penalty: 5234.260254
	Iteration 30Q: 3 clusters Score -4050147 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4050246.000000 Penalty: 5234.260254
	Iteration 31Q: 3 clusters Score -4050246 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4050342.000000 Penalty: 5234.260254
	Iteration 32Q: 3 clusters Score -4050342 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4050392.000000 Penalty: 5234.260254
	Iteration 33Q: 3 clusters Score -4050392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4050439.250000 Penalty: 5234.260254
	Iteration 34Q: 3 clusters Score -4050439 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4050482.500000 Penalty: 5234.260254
	Iteration 35Q: 3 clusters Score -4050482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4050527.250000 Penalty: 5234.260254
	Iteration 36Q: 3 clusters Score -4050527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4050557.250000 Penalty: 5234.260254
	Iteration 37Q: 3 clusters Score -4050557 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4050565.750000 Penalty: 5234.260254
	Iteration 38Q: 3 clusters Score -4050566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4050576.000000 Penalty: 5234.260254
	Iteration 39Q: 3 clusters Score -4050576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4050585.250000 Penalty: 5234.260254
	Iteration 40F: 3 clusters Score -4050585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4050588.750000 Penalty: 5234.260254
	Iteration 41Q: 3 clusters Score -4050589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4050603.000000 Penalty: 5234.260254
	Iteration 42Q: 3 clusters Score -4050603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4050606.250000 Penalty: 5234.260254
	Iteration 43Q: 3 clusters Score -4050606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4050600.250000 Penalty: 5234.260254
	Iteration 44Q: 3 clusters Score -4050600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4050601.000000 Penalty: 5234.260254
	Iteration 45Q: 3 clusters Score -4050601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4050602.000000 Penalty: 5234.260254
	Iteration 46Q: 3 clusters Score -4050602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4050598.250000 Penalty: 5234.260254
	Iteration 47Q: 3 clusters Score -4050598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4050603.000000 Penalty: 5234.260254
	Iteration 48Q: 3 clusters Score -4050603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4050602.500000 Penalty: 5234.260254
	Iteration 49Q: 3 clusters Score -4050602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4050601.500000 Penalty: 5234.260254
	Iteration 50Q: 3 clusters Score -4050602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4050598.500000 Penalty: 5234.260254
	Iteration 51Q: 3 clusters Score -4050598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4050601.750000 Penalty: 5234.260254
	Iteration 52Q: 3 clusters Score -4050602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4050604.500000 Penalty: 5234.260254
	Iteration 53Q: 3 clusters Score -4050604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4050606.250000 Penalty: 5234.260254
	Iteration 54Q: 3 clusters Score -4050606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4050606.250000 Penalty: 5234.260254
	Iteration 55F: 3 clusters Score -4050606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Entering Unmasked Estep 
Score: -4115982.000000 Penalty: 2605.277100
	Iteration 0F: 2 clusters Score -4115982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4091266.750000 Penalty: 5210.554199
	Iteration 0F: 3 clusters Score -4091267 nChanged 16645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -4100931.250000 Penalty: 5210.554199
	Iteration 1F: 3 clusters Score -4100931 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4102343.250000 Penalty: 5210.554199
	Iteration 2F: 3 clusters Score -4102343 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -4104321.500000 Penalty: 5210.554199
	Iteration 3F: 3 clusters Score -4104322 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -4106713.750000 Penalty: 5210.554199
	Iteration 4F: 3 clusters Score -4106714 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -4108804.750000 Penalty: 5210.554199
	Iteration 5F: 3 clusters Score -4108805 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -4110357.000000 Penalty: 5210.554199
	Iteration 6F: 3 clusters Score -4110357 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4111296.500000 Penalty: 5210.554199
	Iteration 7Q: 3 clusters Score -4111296 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -4111959.500000 Penalty: 5210.554199
	Iteration 8Q: 3 clusters Score -4111960 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4112501.250000 Penalty: 5210.554199
	Iteration 9Q: 3 clusters Score -4112501 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4112901.250000 Penalty: 5210.554199
	Iteration 10Q: 3 clusters Score -4112901 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4113252.500000 Penalty: 5210.554199
	Iteration 11Q: 3 clusters Score -4113252 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4113538.000000 Penalty: 5210.554199
	Iteration 12Q: 3 clusters Score -4113538 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4113771.250000 Penalty: 5210.554199
	Iteration 13Q: 3 clusters Score -4113771 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4113978.250000 Penalty: 5210.554199
	Iteration 14Q: 3 clusters Score -4113978 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -4114194.000000 Penalty: 5210.554199
	Iteration 15Q: 3 clusters Score -4114194 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4114426.000000 Penalty: 5210.554199
	Iteration 16Q: 3 clusters Score -4114426 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4114669.250000 Penalty: 5210.554199
	Iteration 17Q: 3 clusters Score -4114669 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4114849.250000 Penalty: 5210.554199
	Iteration 18Q: 3 clusters Score -4114849 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4114982.750000 Penalty: 5210.554199
	Iteration 19Q: 3 clusters Score -4114983 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4115079.500000 Penalty: 5210.554199
	Iteration 20F: 3 clusters Score -4115080 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4115145.250000 Penalty: 5210.554199
	Iteration 21Q: 3 clusters Score -4115145 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4115192.000000 Penalty: 5210.554199
	Iteration 22Q: 3 clusters Score -4115192 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4115232.000000 Penalty: 5210.554199
	Iteration 23Q: 3 clusters Score -4115232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4115262.250000 Penalty: 5210.554199
	Iteration 24Q: 3 clusters Score -4115262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4115298.000000 Penalty: 5210.554199
	Iteration 25Q: 3 clusters Score -4115298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4115338.500000 Penalty: 5210.554199
	Iteration 26Q: 3 clusters Score -4115338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4115359.000000 Penalty: 5210.554199
	Iteration 27Q: 3 clusters Score -4115359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4115372.000000 Penalty: 5210.554199
	Iteration 28Q: 3 clusters Score -4115372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4115366.250000 Penalty: 5210.554199
	Iteration 29Q: 3 clusters Score -4115366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4115371.250000 Penalty: 5210.554199
	Iteration 30Q: 3 clusters Score -4115371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -4115381.750000 Penalty: 5210.554199
	Iteration 31Q: 3 clusters Score -4115382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4115389.750000 Penalty: 5210.554199
	Iteration 32Q: 3 clusters Score -4115390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4115394.250000 Penalty: 5210.554199
	Iteration 33Q: 3 clusters Score -4115394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4115394.250000 Penalty: 5210.554199
	Iteration 34Q: 3 clusters Score -4115394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4115402.250000 Penalty: 5210.554199
	Iteration 35Q: 3 clusters Score -4115402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -4115401.000000 Penalty: 5210.554199
	Iteration 36Q: 3 clusters Score -4115401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4115409.250000 Penalty: 5210.554199
	Iteration 37Q: 3 clusters Score -4115409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4115416.250000 Penalty: 5210.554199
	Iteration 38Q: 3 clusters Score -4115416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4115416.000000 Penalty: 5210.554199
	Iteration 39Q: 3 clusters Score -4115416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4115416.250000 Penalty: 5210.554199
	Iteration 40F: 3 clusters Score -4115416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -4115412.750000 Penalty: 5210.554199
	Iteration 41Q: 3 clusters Score -4115413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4115420.000000 Penalty: 5210.554199
	Iteration 42Q: 3 clusters Score -4115420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4115424.250000 Penalty: 5210.554199
	Iteration 43Q: 3 clusters Score -4115424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4115424.750000 Penalty: 5210.554199
	Iteration 44Q: 3 clusters Score -4115425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4115423.000000 Penalty: 5210.554199
	Iteration 45Q: 3 clusters Score -4115423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -4115425.750000 Penalty: 5210.554199
	Iteration 46Q: 3 clusters Score -4115426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4115425.000000 Penalty: 5210.554199
	Iteration 47Q: 3 clusters Score -4115425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4115424.500000 Penalty: 5210.554199
	Iteration 48Q: 3 clusters Score -4115424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4115420.000000 Penalty: 5210.554199
	Iteration 49Q: 3 clusters Score -4115420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4115420.250000 Penalty: 5210.554199
	Iteration 50Q: 3 clusters Score -4115420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4115420.500000 Penalty: 5210.554199
	Iteration 51Q: 3 clusters Score -4115420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4115432.250000 Penalty: 5210.554199
	Iteration 52Q: 3 clusters Score -4115432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4115429.250000 Penalty: 5210.554199
	Iteration 53Q: 3 clusters Score -4115429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4115423.750000 Penalty: 5210.554199
	Iteration 54Q: 3 clusters Score -4115424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4115422.250000 Penalty: 5210.554199
	Iteration 55Q: 3 clusters Score -4115422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -4115424.250000 Penalty: 5210.554199
	Iteration 56Q: 3 clusters Score -4115424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4115428.750000 Penalty: 5210.554199
	Iteration 57Q: 3 clusters Score -4115429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4115423.250000 Penalty: 5210.554199
	Iteration 58Q: 3 clusters Score -4115423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4115426.250000 Penalty: 5210.554199
	Iteration 59Q: 3 clusters Score -4115426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4115434.750000 Penalty: 5210.554199
	Iteration 60F: 3 clusters Score -4115435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4115440.250000 Penalty: 5210.554199
	Iteration 61Q: 3 clusters Score -4115440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4115442.750000 Penalty: 5210.554199
	Iteration 62Q: 3 clusters Score -4115443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4115435.750000 Penalty: 5210.554199
	Iteration 63Q: 3 clusters Score -4115436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4115438.000000 Penalty: 5210.554199
	Iteration 64Q: 3 clusters Score -4115438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4115445.750000 Penalty: 5210.554199
	Iteration 65Q: 3 clusters Score -4115446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4115444.750000 Penalty: 5210.554199
	Iteration 66Q: 3 clusters Score -4115445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4115440.250000 Penalty: 5210.554199
	Iteration 67Q: 3 clusters Score -4115440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4115443.000000 Penalty: 5210.554199
	Iteration 68Q: 3 clusters Score -4115443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4115447.500000 Penalty: 5210.554199
	Iteration 69Q: 3 clusters Score -4115448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4115455.000000 Penalty: 5210.554199
	Iteration 70Q: 3 clusters Score -4115455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4115454.500000 Penalty: 5210.554199
	Iteration 71Q: 3 clusters Score -4115454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4115452.000000 Penalty: 5210.554199
	Iteration 72Q: 3 clusters Score -4115452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4115457.000000 Penalty: 5210.554199
	Iteration 73Q: 3 clusters Score -4115457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4115458.250000 Penalty: 5210.554199
	Iteration 74Q: 3 clusters Score -4115458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4115450.250000 Penalty: 5210.554199
	Iteration 75Q: 3 clusters Score -4115450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4115459.000000 Penalty: 5210.554199
	Iteration 76Q: 3 clusters Score -4115459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4115463.000000 Penalty: 5210.554199
	Iteration 77Q: 3 clusters Score -4115463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4115464.000000 Penalty: 5210.554199
	Iteration 78Q: 3 clusters Score -4115464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4115468.000000 Penalty: 5210.554199
	Iteration 79Q: 3 clusters Score -4115468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4115466.000000 Penalty: 5210.554199
	Iteration 80F: 3 clusters Score -4115466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4115467.750000 Penalty: 5210.554199
	Iteration 81Q: 3 clusters Score -4115468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4115483.250000 Penalty: 5210.554199
	Iteration 82Q: 3 clusters Score -4115483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4115486.750000 Penalty: 5210.554199
	Iteration 83Q: 3 clusters Score -4115487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4115485.250000 Penalty: 5210.554199
	Iteration 84Q: 3 clusters Score -4115485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4115480.250000 Penalty: 5210.554199
	Iteration 85Q: 3 clusters Score -4115480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4115479.750000 Penalty: 5210.554199
	Iteration 86Q: 3 clusters Score -4115480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4115485.500000 Penalty: 5210.554199
	Iteration 87Q: 3 clusters Score -4115486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4115491.250000 Penalty: 5210.554199
	Iteration 88Q: 3 clusters Score -4115491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4115495.500000 Penalty: 5210.554199
	Iteration 89Q: 3 clusters Score -4115496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4115501.250000 Penalty: 5210.554199
	Iteration 90Q: 3 clusters Score -4115501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4115511.750000 Penalty: 5210.554199
	Iteration 91Q: 3 clusters Score -4115512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4115528.500000 Penalty: 5210.554199
	Iteration 92Q: 3 clusters Score -4115528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4115526.250000 Penalty: 5210.554199
	Iteration 93Q: 3 clusters Score -4115526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4115528.750000 Penalty: 5210.554199
	Iteration 94Q: 3 clusters Score -4115529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4115531.000000 Penalty: 5210.554199
	Iteration 95Q: 3 clusters Score -4115531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -4115538.000000 Penalty: 5210.554199
	Iteration 96Q: 3 clusters Score -4115538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -4115546.000000 Penalty: 5210.554199
	Iteration 97Q: 3 clusters Score -4115546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4115541.250000 Penalty: 5210.554199
	Iteration 98Q: 3 clusters Score -4115541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4115543.500000 Penalty: 5210.554199
	Iteration 99Q: 3 clusters Score -4115544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4115546.750000 Penalty: 5210.554199
	Iteration 100F: 3 clusters Score -4115547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4115545.250000 Penalty: 5210.554199
	Iteration 101Q: 3 clusters Score -4115545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4115548.000000 Penalty: 5210.554199
	Iteration 102Q: 3 clusters Score -4115548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -4115545.500000 Penalty: 5210.554199
	Iteration 103Q: 3 clusters Score -4115546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4115546.000000 Penalty: 5210.554199
	Iteration 104Q: 3 clusters Score -4115546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -4115554.250000 Penalty: 5210.554199
	Iteration 105Q: 3 clusters Score -4115554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -4115558.250000 Penalty: 5210.554199
	Iteration 106Q: 3 clusters Score -4115558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4115560.750000 Penalty: 5210.554199
	Iteration 107Q: 3 clusters Score -4115561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4115560.000000 Penalty: 5210.554199
	Iteration 108Q: 3 clusters Score -4115560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -4115554.750000 Penalty: 5210.554199
	Iteration 109Q: 3 clusters Score -4115555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4115560.750000 Penalty: 5210.554199
	Iteration 110Q: 3 clusters Score -4115561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -4115568.750000 Penalty: 5210.554199
	Iteration 111Q: 3 clusters Score -4115569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4115568.500000 Penalty: 5210.554199
	Iteration 112Q: 3 clusters Score -4115568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4115564.000000 Penalty: 5210.554199
	Iteration 113Q: 3 clusters Score -4115564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4115567.750000 Penalty: 5210.554199
	Iteration 114Q: 3 clusters Score -4115568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4115569.500000 Penalty: 5210.554199
	Iteration 115Q: 3 clusters Score -4115570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4115569.500000 Penalty: 5210.554199
	Iteration 116F: 3 clusters Score -4115570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128134 members 
Entering Unmasked Estep 
Score: -14437422.000000 Penalty: 2916.686279
	Iteration 0F: 2 clusters Score -1.443742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -14351204.000000 Penalty: 5833.372559
	Iteration 0F: 3 clusters Score -1.43512e+07 nChanged 61317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -14386764.000000 Penalty: 5833.372559
	Iteration 1F: 3 clusters Score -1.438676e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -14387632.000000 Penalty: 5833.372559
	Iteration 2Q: 3 clusters Score -1.438763e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -14388817.000000 Penalty: 5833.372559
	Iteration 3Q: 3 clusters Score -1.438882e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -14390400.000000 Penalty: 5833.372559
	Iteration 4Q: 3 clusters Score -1.43904e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -14392598.000000 Penalty: 5833.372559
	Iteration 5Q: 3 clusters Score -1.43926e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -14395828.000000 Penalty: 5833.372559
	Iteration 6F: 3 clusters Score -1.439583e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -14400474.000000 Penalty: 5833.372559
	Iteration 7F: 3 clusters Score -1.440047e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -14405762.000000 Penalty: 5833.372559
	Iteration 8F: 3 clusters Score -1.440576e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -14411581.000000 Penalty: 5833.372559
	Iteration 9F: 3 clusters Score -1.441158e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -14417160.000000 Penalty: 5833.372559
	Iteration 10F: 3 clusters Score -1.441716e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 112977 members 
Entering Unmasked Estep 
Score: -14422471.000000 Penalty: 5833.372559
	Iteration 11F: 3 clusters Score -1.442247e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 118417 members 
Entering Unmasked Estep 
Score: -14427039.000000 Penalty: 5833.372559
	Iteration 12Q: 3 clusters Score -1.442704e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -14430400.000000 Penalty: 5833.372559
	Iteration 13Q: 3 clusters Score -1.44304e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 124879 members 
Entering Unmasked Estep 
Score: -14432692.000000 Penalty: 5833.372559
	Iteration 14Q: 3 clusters Score -1.443269e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 126218 members 
Entering Unmasked Estep 
Score: -14433805.000000 Penalty: 5833.372559
	Iteration 15Q: 3 clusters Score -1.44338e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 126872 members 
Entering Unmasked Estep 
Score: -14434351.000000 Penalty: 5833.372559
	Iteration 16Q: 3 clusters Score -1.443435e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 127225 members 
Entering Unmasked Estep 
Score: -14434638.000000 Penalty: 5833.372559
	Iteration 17Q: 3 clusters Score -1.443464e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 127393 members 
Entering Unmasked Estep 
Score: -14434779.000000 Penalty: 5833.372559
	Iteration 18Q: 3 clusters Score -1.443478e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 127478 members 
Entering Unmasked Estep 
Score: -14434839.000000 Penalty: 5833.372559
	Iteration 19Q: 3 clusters Score -1.443484e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 127541 members 
Entering Unmasked Estep 
Score: -14434910.000000 Penalty: 5833.372559
	Iteration 20F: 3 clusters Score -1.443491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -14434955.000000 Penalty: 5833.372559
	Iteration 21Q: 3 clusters Score -1.443496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 127601 members 
Entering Unmasked Estep 
Score: -14434993.000000 Penalty: 5833.372559
	Iteration 22Q: 3 clusters Score -1.443499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 127623 members 
Entering Unmasked Estep 
Score: -14435023.000000 Penalty: 5833.372559
	Iteration 23Q: 3 clusters Score -1.443502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 127642 members 
Entering Unmasked Estep 
Score: -14435016.000000 Penalty: 5833.372559
	Iteration 24Q: 3 clusters Score -1.443502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 127652 members 
Entering Unmasked Estep 
Score: -14435022.000000 Penalty: 5833.372559
	Iteration 25Q: 3 clusters Score -1.443502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 127653 members 
Entering Unmasked Estep 
Score: -14435032.000000 Penalty: 5833.372559
	Iteration 26Q: 3 clusters Score -1.443503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 127654 members 
Entering Unmasked Estep 
Score: -14435035.000000 Penalty: 5833.372559
	Iteration 27Q: 3 clusters Score -1.443504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 127661 members 
Entering Unmasked Estep 
Score: -14435045.000000 Penalty: 5833.372559
	Iteration 28Q: 3 clusters Score -1.443504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 127667 members 
Entering Unmasked Estep 
Score: -14435058.000000 Penalty: 5833.372559
	Iteration 29Q: 3 clusters Score -1.443506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 127672 members 
Entering Unmasked Estep 
Score: -14435057.000000 Penalty: 5833.372559
	Iteration 30Q: 3 clusters Score -1.443506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 127678 members 
Entering Unmasked Estep 
Score: -14435076.000000 Penalty: 5833.372559
	Iteration 31Q: 3 clusters Score -1.443508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 127684 members 
Entering Unmasked Estep 
Score: -14435070.000000 Penalty: 5833.372559
	Iteration 32Q: 3 clusters Score -1.443507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 127686 members 
Entering Unmasked Estep 
Score: -14435070.000000 Penalty: 5833.372559
	Iteration 33Q: 3 clusters Score -1.443507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 127690 members 
Entering Unmasked Estep 
Score: -14435083.000000 Penalty: 5833.372559
	Iteration 34Q: 3 clusters Score -1.443508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 127691 members 
Entering Unmasked Estep 
Score: -14435079.000000 Penalty: 5833.372559
	Iteration 35Q: 3 clusters Score -1.443508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 127693 members 
Entering Unmasked Estep 
Score: -14435088.000000 Penalty: 5833.372559
	Iteration 36Q: 3 clusters Score -1.443509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 127696 members 
Entering Unmasked Estep 
Score: -14435081.000000 Penalty: 5833.372559
	Iteration 37Q: 3 clusters Score -1.443508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 127697 members 
Entering Unmasked Estep 
Score: -14435086.000000 Penalty: 5833.372559
	Iteration 38Q: 3 clusters Score -1.443509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 127698 members 
Entering Unmasked Estep 
Score: -14435087.000000 Penalty: 5833.372559
	Iteration 39Q: 3 clusters Score -1.443509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 127698 members 
Entering Unmasked Estep 
Score: -14435087.000000 Penalty: 5833.372559
	Iteration 40F: 3 clusters Score -1.443509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Entering Unmasked Estep 
Score: -2271657.000000 Penalty: 2474.656982
	Iteration 0F: 2 clusters Score -2271657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2256462.000000 Penalty: 4949.313965
	Iteration 0F: 3 clusters Score -2256462 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2261807.000000 Penalty: 4949.313965
	Iteration 1F: 3 clusters Score -2261807 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2262281.250000 Penalty: 4949.313965
	Iteration 2F: 3 clusters Score -2262281 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2262644.750000 Penalty: 4949.313965
	Iteration 3Q: 3 clusters Score -2262645 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2262997.500000 Penalty: 4949.313965
	Iteration 4Q: 3 clusters Score -2262998 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2263333.750000 Penalty: 4949.313965
	Iteration 5Q: 3 clusters Score -2263334 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2263729.250000 Penalty: 4949.313965
	Iteration 6Q: 3 clusters Score -2263729 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2264172.250000 Penalty: 4949.313965
	Iteration 7Q: 3 clusters Score -2264172 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2264638.500000 Penalty: 4949.313965
	Iteration 8Q: 3 clusters Score -2264638 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2265094.250000 Penalty: 4949.313965
	Iteration 9Q: 3 clusters Score -2265094 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2265663.000000 Penalty: 4949.313965
	Iteration 10Q: 3 clusters Score -2265663 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2266358.250000 Penalty: 4949.313965
	Iteration 11Q: 3 clusters Score -2266358 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2267166.500000 Penalty: 4949.313965
	Iteration 12Q: 3 clusters Score -2267166 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2267877.250000 Penalty: 4949.313965
	Iteration 13Q: 3 clusters Score -2267877 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2268379.750000 Penalty: 4949.313965
	Iteration 14Q: 3 clusters Score -2268380 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2268711.000000 Penalty: 4949.313965
	Iteration 15Q: 3 clusters Score -2268711 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2268919.750000 Penalty: 4949.313965
	Iteration 16Q: 3 clusters Score -2268920 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2269050.750000 Penalty: 4949.313965
	Iteration 17Q: 3 clusters Score -2269051 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2269155.750000 Penalty: 4949.313965
	Iteration 18Q: 3 clusters Score -2269156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2269227.750000 Penalty: 4949.313965
	Iteration 19Q: 3 clusters Score -2269228 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2269267.500000 Penalty: 4949.313965
	Iteration 20F: 3 clusters Score -2269268 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2269307.250000 Penalty: 4949.313965
	Iteration 21Q: 3 clusters Score -2269307 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2269340.000000 Penalty: 4949.313965
	Iteration 22Q: 3 clusters Score -2269340 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2269359.750000 Penalty: 4949.313965
	Iteration 23Q: 3 clusters Score -2269360 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2269401.250000 Penalty: 4949.313965
	Iteration 24Q: 3 clusters Score -2269401 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2269429.750000 Penalty: 4949.313965
	Iteration 25Q: 3 clusters Score -2269430 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2269467.250000 Penalty: 4949.313965
	Iteration 26Q: 3 clusters Score -2269467 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2269511.000000 Penalty: 4949.313965
	Iteration 27Q: 3 clusters Score -2269511 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2269544.500000 Penalty: 4949.313965
	Iteration 28Q: 3 clusters Score -2269544 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2269609.000000 Penalty: 4949.313965
	Iteration 29Q: 3 clusters Score -2269609 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2269691.000000 Penalty: 4949.313965
	Iteration 30Q: 3 clusters Score -2269691 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2269772.750000 Penalty: 4949.313965
	Iteration 31Q: 3 clusters Score -2269773 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2269872.250000 Penalty: 4949.313965
	Iteration 32Q: 3 clusters Score -2269872 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2270009.250000 Penalty: 4949.313965
	Iteration 33Q: 3 clusters Score -2270009 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2270188.500000 Penalty: 4949.313965
	Iteration 34Q: 3 clusters Score -2270188 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2270384.500000 Penalty: 4949.313965
	Iteration 35Q: 3 clusters Score -2270384 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2270631.250000 Penalty: 4949.313965
	Iteration 36Q: 3 clusters Score -2270631 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2270880.250000 Penalty: 4949.313965
	Iteration 37Q: 3 clusters Score -2270880 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2271140.250000 Penalty: 4949.313965
	Iteration 38Q: 3 clusters Score -2271140 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2271295.500000 Penalty: 4949.313965
	Iteration 39Q: 3 clusters Score -2271296 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2271413.500000 Penalty: 4949.313965
	Iteration 40F: 3 clusters Score -2271414 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2271496.250000 Penalty: 4949.313965
	Iteration 41Q: 3 clusters Score -2271496 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2271570.250000 Penalty: 4949.313965
	Iteration 42Q: 3 clusters Score -2271570 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2271600.250000 Penalty: 4949.313965
	Iteration 43Q: 3 clusters Score -2271600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2271624.250000 Penalty: 4949.313965
	Iteration 44Q: 3 clusters Score -2271624 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2271633.500000 Penalty: 4949.313965
	Iteration 45Q: 3 clusters Score -2271634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2271647.000000 Penalty: 4949.313965
	Iteration 46Q: 3 clusters Score -2271647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2271658.250000 Penalty: 4949.313965
	Iteration 47Q: 3 clusters Score -2271658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2271655.500000 Penalty: 4949.313965
	Iteration 48Q: 3 clusters Score -2271656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2271652.000000 Penalty: 4949.313965
	Iteration 49Q: 3 clusters Score -2271652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2271654.500000 Penalty: 4949.313965
	Iteration 50Q: 3 clusters Score -2271654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2271654.500000 Penalty: 4949.313965
	Iteration 51Q: 3 clusters Score -2271654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2271654.500000 Penalty: 4949.313965
	Iteration 52Q: 3 clusters Score -2271654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2271652.750000 Penalty: 4949.313965
	Iteration 53Q: 3 clusters Score -2271653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2271654.750000 Penalty: 4949.313965
	Iteration 54Q: 3 clusters Score -2271655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2271656.250000 Penalty: 4949.313965
	Iteration 55Q: 3 clusters Score -2271656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2271654.750000 Penalty: 4949.313965
	Iteration 56Q: 3 clusters Score -2271655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2271654.750000 Penalty: 4949.313965
	Iteration 57F: 3 clusters Score -2271655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Entering Unmasked Estep 
Score: -2395671.750000 Penalty: 2464.512451
	Iteration 0F: 2 clusters Score -2395672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2381072.000000 Penalty: 4929.024902
	Iteration 0F: 3 clusters Score -2381072 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2386100.250000 Penalty: 4929.024902
	Iteration 1F: 3 clusters Score -2386100 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2386705.750000 Penalty: 4929.024902
	Iteration 2F: 3 clusters Score -2386706 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2387442.500000 Penalty: 4929.024902
	Iteration 3F: 3 clusters Score -2387442 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2388422.500000 Penalty: 4929.024902
	Iteration 4F: 3 clusters Score -2388422 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2389728.250000 Penalty: 4929.024902
	Iteration 5F: 3 clusters Score -2389728 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2391118.750000 Penalty: 4929.024902
	Iteration 6F: 3 clusters Score -2391119 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2392154.250000 Penalty: 4929.024902
	Iteration 7F: 3 clusters Score -2392154 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2392741.000000 Penalty: 4929.024902
	Iteration 8Q: 3 clusters Score -2392741 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2393038.500000 Penalty: 4929.024902
	Iteration 9Q: 3 clusters Score -2393038 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2393162.000000 Penalty: 4929.024902
	Iteration 10Q: 3 clusters Score -2393162 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2393248.500000 Penalty: 4929.024902
	Iteration 11Q: 3 clusters Score -2393248 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2393310.250000 Penalty: 4929.024902
	Iteration 12Q: 3 clusters Score -2393310 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2393360.000000 Penalty: 4929.024902
	Iteration 13Q: 3 clusters Score -2393360 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2393425.750000 Penalty: 4929.024902
	Iteration 14Q: 3 clusters Score -2393426 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2393470.000000 Penalty: 4929.024902
	Iteration 15Q: 3 clusters Score -2393470 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2393507.000000 Penalty: 4929.024902
	Iteration 16Q: 3 clusters Score -2393507 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2393546.500000 Penalty: 4929.024902
	Iteration 17Q: 3 clusters Score -2393546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2393580.500000 Penalty: 4929.024902
	Iteration 18Q: 3 clusters Score -2393580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2393612.750000 Penalty: 4929.024902
	Iteration 19Q: 3 clusters Score -2393613 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2393639.500000 Penalty: 4929.024902
	Iteration 20F: 3 clusters Score -2393640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2393650.000000 Penalty: 4929.024902
	Iteration 21Q: 3 clusters Score -2393650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2393664.000000 Penalty: 4929.024902
	Iteration 22Q: 3 clusters Score -2393664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2393686.000000 Penalty: 4929.024902
	Iteration 23Q: 3 clusters Score -2393686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2393692.250000 Penalty: 4929.024902
	Iteration 24Q: 3 clusters Score -2393692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2393706.750000 Penalty: 4929.024902
	Iteration 25Q: 3 clusters Score -2393707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2393719.000000 Penalty: 4929.024902
	Iteration 26Q: 3 clusters Score -2393719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2393740.750000 Penalty: 4929.024902
	Iteration 27Q: 3 clusters Score -2393741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2393744.000000 Penalty: 4929.024902
	Iteration 28Q: 3 clusters Score -2393744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2393756.500000 Penalty: 4929.024902
	Iteration 29Q: 3 clusters Score -2393756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2393758.250000 Penalty: 4929.024902
	Iteration 30Q: 3 clusters Score -2393758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2393757.250000 Penalty: 4929.024902
	Iteration 31Q: 3 clusters Score -2393757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2393756.500000 Penalty: 4929.024902
	Iteration 32Q: 3 clusters Score -2393756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2393765.000000 Penalty: 4929.024902
	Iteration 33Q: 3 clusters Score -2393765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2393768.750000 Penalty: 4929.024902
	Iteration 34Q: 3 clusters Score -2393769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2393780.000000 Penalty: 4929.024902
	Iteration 35Q: 3 clusters Score -2393780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2393785.250000 Penalty: 4929.024902
	Iteration 36Q: 3 clusters Score -2393785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2393788.250000 Penalty: 4929.024902
	Iteration 37Q: 3 clusters Score -2393788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2393797.750000 Penalty: 4929.024902
	Iteration 38Q: 3 clusters Score -2393798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2393793.500000 Penalty: 4929.024902
	Iteration 39Q: 3 clusters Score -2393794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2393799.250000 Penalty: 4929.024902
	Iteration 40F: 3 clusters Score -2393799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2393797.250000 Penalty: 4929.024902
	Iteration 41Q: 3 clusters Score -2393797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2393804.000000 Penalty: 4929.024902
	Iteration 42Q: 3 clusters Score -2393804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2393804.250000 Penalty: 4929.024902
	Iteration 43Q: 3 clusters Score -2393804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2393811.000000 Penalty: 4929.024902
	Iteration 44Q: 3 clusters Score -2393811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2393811.000000 Penalty: 4929.024902
	Iteration 45Q: 3 clusters Score -2393811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2393815.500000 Penalty: 4929.024902
	Iteration 46Q: 3 clusters Score -2393816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2393815.750000 Penalty: 4929.024902
	Iteration 47Q: 3 clusters Score -2393816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2393822.500000 Penalty: 4929.024902
	Iteration 48Q: 3 clusters Score -2393822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2393820.250000 Penalty: 4929.024902
	Iteration 49Q: 3 clusters Score -2393820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2393826.750000 Penalty: 4929.024902
	Iteration 50Q: 3 clusters Score -2393827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2393825.000000 Penalty: 4929.024902
	Iteration 51Q: 3 clusters Score -2393825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2393825.000000 Penalty: 4929.024902
	Iteration 52Q: 3 clusters Score -2393825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2393828.500000 Penalty: 4929.024902
	Iteration 53Q: 3 clusters Score -2393828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2393832.250000 Penalty: 4929.024902
	Iteration 54Q: 3 clusters Score -2393832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2393833.000000 Penalty: 4929.024902
	Iteration 55Q: 3 clusters Score -2393833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2393833.750000 Penalty: 4929.024902
	Iteration 56Q: 3 clusters Score -2393834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2393834.500000 Penalty: 4929.024902
	Iteration 57Q: 3 clusters Score -2393834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2393832.750000 Penalty: 4929.024902
	Iteration 58Q: 3 clusters Score -2393833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2393835.500000 Penalty: 4929.024902
	Iteration 59Q: 3 clusters Score -2393836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2393834.500000 Penalty: 4929.024902
	Iteration 60F: 3 clusters Score -2393834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2393837.500000 Penalty: 4929.024902
	Iteration 61Q: 3 clusters Score -2393838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2393837.250000 Penalty: 4929.024902
	Iteration 62Q: 3 clusters Score -2393837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2393837.750000 Penalty: 4929.024902
	Iteration 63Q: 3 clusters Score -2393838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2393838.250000 Penalty: 4929.024902
	Iteration 64Q: 3 clusters Score -2393838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2393838.000000 Penalty: 4929.024902
	Iteration 65Q: 3 clusters Score -2393838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2393840.000000 Penalty: 4929.024902
	Iteration 66Q: 3 clusters Score -2393840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2393839.250000 Penalty: 4929.024902
	Iteration 67Q: 3 clusters Score -2393839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2393838.500000 Penalty: 4929.024902
	Iteration 68Q: 3 clusters Score -2393838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2393840.750000 Penalty: 4929.024902
	Iteration 69Q: 3 clusters Score -2393841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2393843.000000 Penalty: 4929.024902
	Iteration 70Q: 3 clusters Score -2393843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2393846.000000 Penalty: 4929.024902
	Iteration 71Q: 3 clusters Score -2393846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2393846.000000 Penalty: 4929.024902
	Iteration 72Q: 3 clusters Score -2393846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2393848.000000 Penalty: 4929.024902
	Iteration 73Q: 3 clusters Score -2393848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2393850.000000 Penalty: 4929.024902
	Iteration 74Q: 3 clusters Score -2393850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2393851.750000 Penalty: 4929.024902
	Iteration 75Q: 3 clusters Score -2393852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2393849.250000 Penalty: 4929.024902
	Iteration 76Q: 3 clusters Score -2393849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2393849.000000 Penalty: 4929.024902
	Iteration 77Q: 3 clusters Score -2393849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2393850.000000 Penalty: 4929.024902
	Iteration 78Q: 3 clusters Score -2393850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2393851.250000 Penalty: 4929.024902
	Iteration 79Q: 3 clusters Score -2393851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2393848.750000 Penalty: 4929.024902
	Iteration 80F: 3 clusters Score -2393849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2393847.500000 Penalty: 4929.024902
	Iteration 81Q: 3 clusters Score -2393848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2393855.250000 Penalty: 4929.024902
	Iteration 82Q: 3 clusters Score -2393855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2393860.000000 Penalty: 4929.024902
	Iteration 83Q: 3 clusters Score -2393860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2393855.000000 Penalty: 4929.024902
	Iteration 84Q: 3 clusters Score -2393855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2393860.250000 Penalty: 4929.024902
	Iteration 85Q: 3 clusters Score -2393860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2393863.500000 Penalty: 4929.024902
	Iteration 86Q: 3 clusters Score -2393864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2393859.000000 Penalty: 4929.024902
	Iteration 87Q: 3 clusters Score -2393859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2393852.000000 Penalty: 4929.024902
	Iteration 88Q: 3 clusters Score -2393852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2393856.000000 Penalty: 4929.024902
	Iteration 89Q: 3 clusters Score -2393856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2393858.250000 Penalty: 4929.024902
	Iteration 90Q: 3 clusters Score -2393858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2393852.250000 Penalty: 4929.024902
	Iteration 91Q: 3 clusters Score -2393852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2393848.500000 Penalty: 4929.024902
	Iteration 92Q: 3 clusters Score -2393848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2393852.250000 Penalty: 4929.024902
	Iteration 93Q: 3 clusters Score -2393852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2393857.500000 Penalty: 4929.024902
	Iteration 94Q: 3 clusters Score -2393858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2393859.000000 Penalty: 4929.024902
	Iteration 95Q: 3 clusters Score -2393859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2393856.750000 Penalty: 4929.024902
	Iteration 96Q: 3 clusters Score -2393857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2393867.750000 Penalty: 4929.024902
	Iteration 97Q: 3 clusters Score -2393868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2393867.000000 Penalty: 4929.024902
	Iteration 98Q: 3 clusters Score -2393867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2393867.000000 Penalty: 4929.024902
	Iteration 99Q: 3 clusters Score -2393867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2393864.750000 Penalty: 4929.024902
	Iteration 100F: 3 clusters Score -2393865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2393865.250000 Penalty: 4929.024902
	Iteration 101Q: 3 clusters Score -2393865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2393864.250000 Penalty: 4929.024902
	Iteration 102Q: 3 clusters Score -2393864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2393862.750000 Penalty: 4929.024902
	Iteration 103Q: 3 clusters Score -2393863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2393863.000000 Penalty: 4929.024902
	Iteration 104Q: 3 clusters Score -2393863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2393864.500000 Penalty: 4929.024902
	Iteration 105Q: 3 clusters Score -2393864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2393868.250000 Penalty: 4929.024902
	Iteration 106Q: 3 clusters Score -2393868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2393871.250000 Penalty: 4929.024902
	Iteration 107Q: 3 clusters Score -2393871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2393868.750000 Penalty: 4929.024902
	Iteration 108Q: 3 clusters Score -2393869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2393877.250000 Penalty: 4929.024902
	Iteration 109Q: 3 clusters Score -2393877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2393873.250000 Penalty: 4929.024902
	Iteration 110Q: 3 clusters Score -2393873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2393873.750000 Penalty: 4929.024902
	Iteration 111Q: 3 clusters Score -2393874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2393871.000000 Penalty: 4929.024902
	Iteration 112Q: 3 clusters Score -2393871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2393871.000000 Penalty: 4929.024902
	Iteration 113F: 3 clusters Score -2393871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Entering Unmasked Estep 
Score: -1016818.625000 Penalty: 2282.646973
	Iteration 0F: 2 clusters Score -1016819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1009239.312500 Penalty: 4565.293945
	Iteration 0F: 3 clusters Score -1009239 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1011488.125000 Penalty: 4565.293945
	Iteration 1F: 3 clusters Score -1011488 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1011868.312500 Penalty: 4565.293945
	Iteration 2F: 3 clusters Score -1011868 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1012165.125000 Penalty: 4565.293945
	Iteration 3F: 3 clusters Score -1012165 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1012409.250000 Penalty: 4565.293945
	Iteration 4Q: 3 clusters Score -1012409 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1012621.312500 Penalty: 4565.293945
	Iteration 5Q: 3 clusters Score -1012621 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1012834.437500 Penalty: 4565.293945
	Iteration 6Q: 3 clusters Score -1012834 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1013032.125000 Penalty: 4565.293945
	Iteration 7Q: 3 clusters Score -1013032 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1013235.875000 Penalty: 4565.293945
	Iteration 8Q: 3 clusters Score -1013236 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1013443.750000 Penalty: 4565.293945
	Iteration 9Q: 3 clusters Score -1013444 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1013678.062500 Penalty: 4565.293945
	Iteration 10Q: 3 clusters Score -1013678 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1013953.000000 Penalty: 4565.293945
	Iteration 11Q: 3 clusters Score -1013953 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1014283.312500 Penalty: 4565.293945
	Iteration 12Q: 3 clusters Score -1014283 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1014617.125000 Penalty: 4565.293945
	Iteration 13Q: 3 clusters Score -1014617 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1014901.187500 Penalty: 4565.293945
	Iteration 14Q: 3 clusters Score -1014901 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1015124.062500 Penalty: 4565.293945
	Iteration 15Q: 3 clusters Score -1015124 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1015325.187500 Penalty: 4565.293945
	Iteration 16Q: 3 clusters Score -1015325 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1015510.750000 Penalty: 4565.293945
	Iteration 17Q: 3 clusters Score -1015511 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1015672.000000 Penalty: 4565.293945
	Iteration 18Q: 3 clusters Score -1015672 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1015795.937500 Penalty: 4565.293945
	Iteration 19Q: 3 clusters Score -1015796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1015871.937500 Penalty: 4565.293945
	Iteration 20F: 3 clusters Score -1015872 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1015935.187500 Penalty: 4565.293945
	Iteration 21Q: 3 clusters Score -1015935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1015968.125000 Penalty: 4565.293945
	Iteration 22Q: 3 clusters Score -1015968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1015996.437500 Penalty: 4565.293945
	Iteration 23Q: 3 clusters Score -1015996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1016026.625000 Penalty: 4565.293945
	Iteration 24Q: 3 clusters Score -1016027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1016056.062500 Penalty: 4565.293945
	Iteration 25Q: 3 clusters Score -1016056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1016080.500000 Penalty: 4565.293945
	Iteration 26Q: 3 clusters Score -1016080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1016104.187500 Penalty: 4565.293945
	Iteration 27Q: 3 clusters Score -1016104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1016128.500000 Penalty: 4565.293945
	Iteration 28Q: 3 clusters Score -1016128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1016154.437500 Penalty: 4565.293945
	Iteration 29Q: 3 clusters Score -1016154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1016180.875000 Penalty: 4565.293945
	Iteration 30Q: 3 clusters Score -1016181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1016217.937500 Penalty: 4565.293945
	Iteration 31Q: 3 clusters Score -1016218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1016246.375000 Penalty: 4565.293945
	Iteration 32Q: 3 clusters Score -1016246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1016272.437500 Penalty: 4565.293945
	Iteration 33Q: 3 clusters Score -1016272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1016287.937500 Penalty: 4565.293945
	Iteration 34Q: 3 clusters Score -1016288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1016295.375000 Penalty: 4565.293945
	Iteration 35Q: 3 clusters Score -1016295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1016307.687500 Penalty: 4565.293945
	Iteration 36Q: 3 clusters Score -1016308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1016317.562500 Penalty: 4565.293945
	Iteration 37Q: 3 clusters Score -1016318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1016323.750000 Penalty: 4565.293945
	Iteration 38Q: 3 clusters Score -1016324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1016325.875000 Penalty: 4565.293945
	Iteration 39Q: 3 clusters Score -1016326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1016324.812500 Penalty: 4565.293945
	Iteration 40F: 3 clusters Score -1016325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1016328.437500 Penalty: 4565.293945
	Iteration 41Q: 3 clusters Score -1016328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1016328.937500 Penalty: 4565.293945
	Iteration 42Q: 3 clusters Score -1016329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1016329.812500 Penalty: 4565.293945
	Iteration 43Q: 3 clusters Score -1016330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1016332.500000 Penalty: 4565.293945
	Iteration 44Q: 3 clusters Score -1016332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1016332.000000 Penalty: 4565.293945
	Iteration 45Q: 3 clusters Score -1016332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1016330.750000 Penalty: 4565.293945
	Iteration 46Q: 3 clusters Score -1016331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1016331.562500 Penalty: 4565.293945
	Iteration 47Q: 3 clusters Score -1016332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1016331.250000 Penalty: 4565.293945
	Iteration 48Q: 3 clusters Score -1016331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1016331.250000 Penalty: 4565.293945
	Iteration 49F: 3 clusters Score -1016331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Entering Unmasked Estep 
Score: -740154.375000 Penalty: 2182.689697
	Iteration 0F: 2 clusters Score -740154.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -734606.687500 Penalty: 4365.379395
	Iteration 0F: 3 clusters Score -734606.7 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -735985.875000 Penalty: 4365.379395
	Iteration 1F: 3 clusters Score -735985.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -736228.812500 Penalty: 4365.379395
	Iteration 2F: 3 clusters Score -736228.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -736396.500000 Penalty: 4365.379395
	Iteration 3F: 3 clusters Score -736396.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -736524.625000 Penalty: 4365.379395
	Iteration 4Q: 3 clusters Score -736524.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -736626.875000 Penalty: 4365.379395
	Iteration 5Q: 3 clusters Score -736626.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -736719.562500 Penalty: 4365.379395
	Iteration 6Q: 3 clusters Score -736719.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -736807.062500 Penalty: 4365.379395
	Iteration 7Q: 3 clusters Score -736807.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -736903.062500 Penalty: 4365.379395
	Iteration 8Q: 3 clusters Score -736903.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -736987.187500 Penalty: 4365.379395
	Iteration 9Q: 3 clusters Score -736987.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -737071.812500 Penalty: 4365.379395
	Iteration 10Q: 3 clusters Score -737071.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -737158.750000 Penalty: 4365.379395
	Iteration 11Q: 3 clusters Score -737158.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -737245.562500 Penalty: 4365.379395
	Iteration 12Q: 3 clusters Score -737245.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -737325.750000 Penalty: 4365.379395
	Iteration 13Q: 3 clusters Score -737325.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -737412.312500 Penalty: 4365.379395
	Iteration 14Q: 3 clusters Score -737412.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -737518.875000 Penalty: 4365.379395
	Iteration 15Q: 3 clusters Score -737518.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -737606.937500 Penalty: 4365.379395
	Iteration 16Q: 3 clusters Score -737606.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -737689.250000 Penalty: 4365.379395
	Iteration 17Q: 3 clusters Score -737689.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -737768.937500 Penalty: 4365.379395
	Iteration 18Q: 3 clusters Score -737768.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -737829.875000 Penalty: 4365.379395
	Iteration 19Q: 3 clusters Score -737829.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -737890.125000 Penalty: 4365.379395
	Iteration 20F: 3 clusters Score -737890.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -737940.562500 Penalty: 4365.379395
	Iteration 21Q: 3 clusters Score -737940.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -737993.062500 Penalty: 4365.379395
	Iteration 22Q: 3 clusters Score -737993.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -738036.562500 Penalty: 4365.379395
	Iteration 23Q: 3 clusters Score -738036.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -738078.062500 Penalty: 4365.379395
	Iteration 24Q: 3 clusters Score -738078.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -738113.562500 Penalty: 4365.379395
	Iteration 25Q: 3 clusters Score -738113.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -738147.625000 Penalty: 4365.379395
	Iteration 26Q: 3 clusters Score -738147.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -738179.812500 Penalty: 4365.379395
	Iteration 27Q: 3 clusters Score -738179.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -738203.812500 Penalty: 4365.379395
	Iteration 28Q: 3 clusters Score -738203.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -738223.062500 Penalty: 4365.379395
	Iteration 29Q: 3 clusters Score -738223.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -738235.375000 Penalty: 4365.379395
	Iteration 30Q: 3 clusters Score -738235.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -738243.625000 Penalty: 4365.379395
	Iteration 31Q: 3 clusters Score -738243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -738248.437500 Penalty: 4365.379395
	Iteration 32Q: 3 clusters Score -738248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -738250.312500 Penalty: 4365.379395
	Iteration 33Q: 3 clusters Score -738250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -738254.625000 Penalty: 4365.379395
	Iteration 34Q: 3 clusters Score -738254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -738260.875000 Penalty: 4365.379395
	Iteration 35Q: 3 clusters Score -738260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -738264.625000 Penalty: 4365.379395
	Iteration 36Q: 3 clusters Score -738264.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -738272.812500 Penalty: 4365.379395
	Iteration 37Q: 3 clusters Score -738272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -738277.750000 Penalty: 4365.379395
	Iteration 38Q: 3 clusters Score -738277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -738278.687500 Penalty: 4365.379395
	Iteration 39Q: 3 clusters Score -738278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -738279.812500 Penalty: 4365.379395
	Iteration 40F: 3 clusters Score -738279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -738281.812500 Penalty: 4365.379395
	Iteration 41Q: 3 clusters Score -738281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -738282.250000 Penalty: 4365.379395
	Iteration 42Q: 3 clusters Score -738282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -738282.187500 Penalty: 4365.379395
	Iteration 43Q: 3 clusters Score -738282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -738283.812500 Penalty: 4365.379395
	Iteration 44Q: 3 clusters Score -738283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -738284.375000 Penalty: 4365.379395
	Iteration 45Q: 3 clusters Score -738284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -738285.875000 Penalty: 4365.379395
	Iteration 46Q: 3 clusters Score -738285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -738285.875000 Penalty: 4365.379395
	Iteration 47F: 3 clusters Score -738285.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -383877.312500 Penalty: 2080.674072
	Iteration 0F: 2 clusters Score -383877.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -379777.593750 Penalty: 4161.348145
	Iteration 0F: 3 clusters Score -379777.6 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -381118.750000 Penalty: 4161.348145
	Iteration 1F: 3 clusters Score -381118.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -381683.093750 Penalty: 4161.348145
	Iteration 2F: 3 clusters Score -381683.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -382129.468750 Penalty: 4161.348145
	Iteration 3F: 3 clusters Score -382129.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -382454.531250 Penalty: 4161.348145
	Iteration 4F: 3 clusters Score -382454.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -382713.093750 Penalty: 4161.348145
	Iteration 5F: 3 clusters Score -382713.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -382872.375000 Penalty: 4161.348145
	Iteration 6Q: 3 clusters Score -382872.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -382995.750000 Penalty: 4161.348145
	Iteration 7Q: 3 clusters Score -382995.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -383081.000000 Penalty: 4161.348145
	Iteration 8Q: 3 clusters Score -383081 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -383127.156250 Penalty: 4161.348145
	Iteration 9Q: 3 clusters Score -383127.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -383156.968750 Penalty: 4161.348145
	Iteration 10Q: 3 clusters Score -383157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -383174.937500 Penalty: 4161.348145
	Iteration 11Q: 3 clusters Score -383174.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -383186.343750 Penalty: 4161.348145
	Iteration 12Q: 3 clusters Score -383186.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -383190.781250 Penalty: 4161.348145
	Iteration 13Q: 3 clusters Score -383190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -383194.593750 Penalty: 4161.348145
	Iteration 14Q: 3 clusters Score -383194.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -383198.906250 Penalty: 4161.348145
	Iteration 15Q: 3 clusters Score -383198.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -383200.937500 Penalty: 4161.348145
	Iteration 16Q: 3 clusters Score -383200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -383203.093750 Penalty: 4161.348145
	Iteration 17Q: 3 clusters Score -383203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -383202.750000 Penalty: 4161.348145
	Iteration 18Q: 3 clusters Score -383202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -383203.687500 Penalty: 4161.348145
	Iteration 19Q: 3 clusters Score -383203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -383203.843750 Penalty: 4161.348145
	Iteration 20F: 3 clusters Score -383203.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -320902.500000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -320902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -317625.812500 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -317625.8 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -318249.218750 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -318249.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -318401.843750 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -318401.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -318496.531250 Penalty: 3974.453857
	Iteration 3Q: 3 clusters Score -318496.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -318551.406250 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -318551.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -318574.406250 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -318574.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -318589.468750 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -318589.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -318604.812500 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -318604.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -318615.625000 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -318615.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -318622.562500 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -318622.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -318628.156250 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -318628.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -318637.875000 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -318637.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -318644.125000 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -318644.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -318651.906250 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -318651.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -318658.937500 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -318658.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -318664.093750 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -318664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -318666.625000 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -318666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -318668.062500 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -318668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -318668.968750 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -318669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -318669.531250 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -318669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -318670.406250 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -318670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -716211.000000 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -716211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -710815.375000 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -710815.4 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -712151.687500 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -712151.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -712420.687500 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -712420.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -712569.937500 Penalty: 4351.061035
	Iteration 3Q: 3 clusters Score -712569.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -712647.000000 Penalty: 4351.061035
	Iteration 4Q: 3 clusters Score -712647 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -712701.500000 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -712701.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -712747.750000 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -712747.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -712783.750000 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -712783.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -712817.125000 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -712817.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -712847.187500 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -712847.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -712871.562500 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -712871.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -712893.687500 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -712893.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -712923.375000 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -712923.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -712958.187500 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -712958.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -712993.562500 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -712993.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -713034.437500 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -713034.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -713067.750000 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -713067.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -713111.000000 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -713111 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -713157.125000 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -713157.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -713214.125000 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -713214.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -713292.437500 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -713292.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -713375.375000 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -713375.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -713467.125000 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -713467.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -713553.750000 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -713553.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -713640.812500 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -713640.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -713730.375000 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -713730.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -713808.375000 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -713808.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -713873.875000 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -713873.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -713943.187500 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -713943.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -713990.312500 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -713990.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -714037.437500 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -714037.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -714071.500000 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -714071.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -714095.625000 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -714095.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -714115.500000 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -714115.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -714135.125000 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -714135.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -714157.875000 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -714157.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -714178.187500 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -714178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -714193.250000 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -714193.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -714206.562500 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -714206.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -714218.187500 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -714218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -714234.312500 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -714234.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -714245.750000 Penalty: 4351.061035
	Iteration 41Q: 3 clusters Score -714245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -714253.875000 Penalty: 4351.061035
	Iteration 42Q: 3 clusters Score -714253.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -714267.375000 Penalty: 4351.061035
	Iteration 43Q: 3 clusters Score -714267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -714278.250000 Penalty: 4351.061035
	Iteration 44Q: 3 clusters Score -714278.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -714289.062500 Penalty: 4351.061035
	Iteration 45Q: 3 clusters Score -714289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -714297.312500 Penalty: 4351.061035
	Iteration 46Q: 3 clusters Score -714297.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -714303.812500 Penalty: 4351.061035
	Iteration 47Q: 3 clusters Score -714303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -714304.250000 Penalty: 4351.061035
	Iteration 48Q: 3 clusters Score -714304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -714305.750000 Penalty: 4351.061035
	Iteration 49Q: 3 clusters Score -714305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -714307.250000 Penalty: 4351.061035
	Iteration 50Q: 3 clusters Score -714307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -714309.250000 Penalty: 4351.061035
	Iteration 51Q: 3 clusters Score -714309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -714311.000000 Penalty: 4351.061035
	Iteration 52Q: 3 clusters Score -714311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -714313.250000 Penalty: 4351.061035
	Iteration 53Q: 3 clusters Score -714313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -714315.000000 Penalty: 4351.061035
	Iteration 54Q: 3 clusters Score -714315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -714319.937500 Penalty: 4351.061035
	Iteration 55Q: 3 clusters Score -714319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -714320.875000 Penalty: 4351.061035
	Iteration 56Q: 3 clusters Score -714320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -714321.875000 Penalty: 4351.061035
	Iteration 57Q: 3 clusters Score -714321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -714326.562500 Penalty: 4351.061035
	Iteration 58Q: 3 clusters Score -714326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -714327.500000 Penalty: 4351.061035
	Iteration 59Q: 3 clusters Score -714327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -714330.062500 Penalty: 4351.061035
	Iteration 60F: 3 clusters Score -714330.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Entering Unmasked Estep 
Score: -830506.500000 Penalty: 2230.030762
	Iteration 0F: 2 clusters Score -830506.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -824092.062500 Penalty: 4460.061523
	Iteration 0F: 3 clusters Score -824092.1 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -825860.687500 Penalty: 4460.061523
	Iteration 1F: 3 clusters Score -825860.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -826136.687500 Penalty: 4460.061523
	Iteration 2F: 3 clusters Score -826136.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -826351.500000 Penalty: 4460.061523
	Iteration 3Q: 3 clusters Score -826351.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -826528.875000 Penalty: 4460.061523
	Iteration 4Q: 3 clusters Score -826528.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -826683.750000 Penalty: 4460.061523
	Iteration 5Q: 3 clusters Score -826683.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -826837.812500 Penalty: 4460.061523
	Iteration 6Q: 3 clusters Score -826837.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -827006.812500 Penalty: 4460.061523
	Iteration 7Q: 3 clusters Score -827006.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -827186.250000 Penalty: 4460.061523
	Iteration 8Q: 3 clusters Score -827186.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -827373.500000 Penalty: 4460.061523
	Iteration 9Q: 3 clusters Score -827373.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -827564.625000 Penalty: 4460.061523
	Iteration 10Q: 3 clusters Score -827564.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -827743.187500 Penalty: 4460.061523
	Iteration 11Q: 3 clusters Score -827743.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -827888.187500 Penalty: 4460.061523
	Iteration 12Q: 3 clusters Score -827888.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -828016.125000 Penalty: 4460.061523
	Iteration 13Q: 3 clusters Score -828016.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -828124.750000 Penalty: 4460.061523
	Iteration 14Q: 3 clusters Score -828124.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -828218.687500 Penalty: 4460.061523
	Iteration 15Q: 3 clusters Score -828218.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -828282.812500 Penalty: 4460.061523
	Iteration 16Q: 3 clusters Score -828282.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -828329.937500 Penalty: 4460.061523
	Iteration 17Q: 3 clusters Score -828329.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -828356.937500 Penalty: 4460.061523
	Iteration 18Q: 3 clusters Score -828356.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -828384.437500 Penalty: 4460.061523
	Iteration 19Q: 3 clusters Score -828384.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -828406.312500 Penalty: 4460.061523
	Iteration 20F: 3 clusters Score -828406.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -828426.500000 Penalty: 4460.061523
	Iteration 21Q: 3 clusters Score -828426.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -828444.312500 Penalty: 4460.061523
	Iteration 22Q: 3 clusters Score -828444.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -828459.000000 Penalty: 4460.061523
	Iteration 23Q: 3 clusters Score -828459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -828473.375000 Penalty: 4460.061523
	Iteration 24Q: 3 clusters Score -828473.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -828489.000000 Penalty: 4460.061523
	Iteration 25Q: 3 clusters Score -828489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -828502.437500 Penalty: 4460.061523
	Iteration 26Q: 3 clusters Score -828502.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -828511.000000 Penalty: 4460.061523
	Iteration 27Q: 3 clusters Score -828511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -828520.187500 Penalty: 4460.061523
	Iteration 28Q: 3 clusters Score -828520.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -828530.375000 Penalty: 4460.061523
	Iteration 29Q: 3 clusters Score -828530.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -828537.875000 Penalty: 4460.061523
	Iteration 30Q: 3 clusters Score -828537.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -828543.687500 Penalty: 4460.061523
	Iteration 31Q: 3 clusters Score -828543.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -828547.437500 Penalty: 4460.061523
	Iteration 32Q: 3 clusters Score -828547.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -828551.187500 Penalty: 4460.061523
	Iteration 33Q: 3 clusters Score -828551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -828552.000000 Penalty: 4460.061523
	Iteration 34Q: 3 clusters Score -828552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -828555.500000 Penalty: 4460.061523
	Iteration 35Q: 3 clusters Score -828555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -828556.562500 Penalty: 4460.061523
	Iteration 36Q: 3 clusters Score -828556.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -828557.625000 Penalty: 4460.061523
	Iteration 37Q: 3 clusters Score -828557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -828557.625000 Penalty: 4460.061523
	Iteration 38Q: 3 clusters Score -828557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -828557.625000 Penalty: 4460.061523
	Iteration 39F: 3 clusters Score -828557.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Entering Unmasked Estep 
Score: -1267455.375000 Penalty: 2318.803955
	Iteration 0F: 2 clusters Score -1267455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1258902.375000 Penalty: 4637.607910
	Iteration 0F: 3 clusters Score -1258902 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1261481.750000 Penalty: 4637.607910
	Iteration 1F: 3 clusters Score -1261482 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1261769.375000 Penalty: 4637.607910
	Iteration 2F: 3 clusters Score -1261769 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1262002.125000 Penalty: 4637.607910
	Iteration 3Q: 3 clusters Score -1262002 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1262241.250000 Penalty: 4637.607910
	Iteration 4Q: 3 clusters Score -1262241 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1262495.250000 Penalty: 4637.607910
	Iteration 5Q: 3 clusters Score -1262495 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1262760.000000 Penalty: 4637.607910
	Iteration 6Q: 3 clusters Score -1262760 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1263030.875000 Penalty: 4637.607910
	Iteration 7Q: 3 clusters Score -1263031 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1263332.625000 Penalty: 4637.607910
	Iteration 8Q: 3 clusters Score -1263333 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1263655.375000 Penalty: 4637.607910
	Iteration 9Q: 3 clusters Score -1263655 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1264007.000000 Penalty: 4637.607910
	Iteration 10F: 3 clusters Score -1264007 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1264371.375000 Penalty: 4637.607910
	Iteration 11Q: 3 clusters Score -1264371 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1264731.875000 Penalty: 4637.607910
	Iteration 12Q: 3 clusters Score -1264732 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1265045.375000 Penalty: 4637.607910
	Iteration 13Q: 3 clusters Score -1265045 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1265305.375000 Penalty: 4637.607910
	Iteration 14Q: 3 clusters Score -1265305 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1265524.250000 Penalty: 4637.607910
	Iteration 15Q: 3 clusters Score -1265524 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1265725.125000 Penalty: 4637.607910
	Iteration 16Q: 3 clusters Score -1265725 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1265877.500000 Penalty: 4637.607910
	Iteration 17Q: 3 clusters Score -1265878 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1265990.375000 Penalty: 4637.607910
	Iteration 18Q: 3 clusters Score -1265990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1266060.000000 Penalty: 4637.607910
	Iteration 19Q: 3 clusters Score -1266060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1266088.625000 Penalty: 4637.607910
	Iteration 20F: 3 clusters Score -1266089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1266116.750000 Penalty: 4637.607910
	Iteration 21Q: 3 clusters Score -1266117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1266129.375000 Penalty: 4637.607910
	Iteration 22Q: 3 clusters Score -1266129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1266139.125000 Penalty: 4637.607910
	Iteration 23Q: 3 clusters Score -1266139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1266148.250000 Penalty: 4637.607910
	Iteration 24Q: 3 clusters Score -1266148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1266151.250000 Penalty: 4637.607910
	Iteration 25Q: 3 clusters Score -1266151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1266154.125000 Penalty: 4637.607910
	Iteration 26Q: 3 clusters Score -1266154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1266156.250000 Penalty: 4637.607910
	Iteration 27Q: 3 clusters Score -1266156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1266157.375000 Penalty: 4637.607910
	Iteration 28Q: 3 clusters Score -1266157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1266159.250000 Penalty: 4637.607910
	Iteration 29Q: 3 clusters Score -1266159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1266159.250000 Penalty: 4637.607910
	Iteration 30F: 3 clusters Score -1266159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Entering Unmasked Estep 
Score: -1110555.750000 Penalty: 2291.254150
	Iteration 0F: 2 clusters Score -1110556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1102616.250000 Penalty: 4582.508301
	Iteration 0F: 3 clusters Score -1102616 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1104912.375000 Penalty: 4582.508301
	Iteration 1F: 3 clusters Score -1104912 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1105280.000000 Penalty: 4582.508301
	Iteration 2F: 3 clusters Score -1105280 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1105562.000000 Penalty: 4582.508301
	Iteration 3F: 3 clusters Score -1105562 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1105803.875000 Penalty: 4582.508301
	Iteration 4Q: 3 clusters Score -1105804 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1106026.000000 Penalty: 4582.508301
	Iteration 5Q: 3 clusters Score -1106026 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1106268.625000 Penalty: 4582.508301
	Iteration 6Q: 3 clusters Score -1106269 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1106511.500000 Penalty: 4582.508301
	Iteration 7Q: 3 clusters Score -1106512 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1106778.625000 Penalty: 4582.508301
	Iteration 8Q: 3 clusters Score -1106779 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1107074.750000 Penalty: 4582.508301
	Iteration 9Q: 3 clusters Score -1107075 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1107413.625000 Penalty: 4582.508301
	Iteration 10Q: 3 clusters Score -1107414 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1107831.625000 Penalty: 4582.508301
	Iteration 11Q: 3 clusters Score -1107832 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1108363.875000 Penalty: 4582.508301
	Iteration 12Q: 3 clusters Score -1108364 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1108984.000000 Penalty: 4582.508301
	Iteration 13Q: 3 clusters Score -1108984 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1109567.375000 Penalty: 4582.508301
	Iteration 14Q: 3 clusters Score -1109567 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1109902.500000 Penalty: 4582.508301
	Iteration 15Q: 3 clusters Score -1109902 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1110057.250000 Penalty: 4582.508301
	Iteration 16Q: 3 clusters Score -1110057 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1110163.875000 Penalty: 4582.508301
	Iteration 17Q: 3 clusters Score -1110164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1110259.375000 Penalty: 4582.508301
	Iteration 18Q: 3 clusters Score -1110259 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1110322.875000 Penalty: 4582.508301
	Iteration 19Q: 3 clusters Score -1110323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1110357.250000 Penalty: 4582.508301
	Iteration 20F: 3 clusters Score -1110357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1110369.750000 Penalty: 4582.508301
	Iteration 21Q: 3 clusters Score -1110370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1110376.625000 Penalty: 4582.508301
	Iteration 22Q: 3 clusters Score -1110377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1110380.875000 Penalty: 4582.508301
	Iteration 23Q: 3 clusters Score -1110381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1110380.625000 Penalty: 4582.508301
	Iteration 24Q: 3 clusters Score -1110381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1110377.500000 Penalty: 4582.508301
	Iteration 25Q: 3 clusters Score -1110378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1110381.500000 Penalty: 4582.508301
	Iteration 26Q: 3 clusters Score -1110382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1110380.750000 Penalty: 4582.508301
	Iteration 27Q: 3 clusters Score -1110381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1110380.750000 Penalty: 4582.508301
	Iteration 28F: 3 clusters Score -1110381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Entering Unmasked Estep 
Score: -473935.750000 Penalty: 2085.693115
	Iteration 0F: 2 clusters Score -473935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -469694.875000 Penalty: 4171.386230
	Iteration 0F: 3 clusters Score -469694.9 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -470708.500000 Penalty: 4171.386230
	Iteration 1F: 3 clusters Score -470708.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -471015.375000 Penalty: 4171.386230
	Iteration 2F: 3 clusters Score -471015.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -471263.937500 Penalty: 4171.386230
	Iteration 3F: 3 clusters Score -471263.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -471534.437500 Penalty: 4171.386230
	Iteration 4F: 3 clusters Score -471534.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -471828.375000 Penalty: 4171.386230
	Iteration 5F: 3 clusters Score -471828.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -472100.218750 Penalty: 4171.386230
	Iteration 6F: 3 clusters Score -472100.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -472344.375000 Penalty: 4171.386230
	Iteration 7F: 3 clusters Score -472344.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -472551.812500 Penalty: 4171.386230
	Iteration 8Q: 3 clusters Score -472551.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -472744.250000 Penalty: 4171.386230
	Iteration 9Q: 3 clusters Score -472744.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -472933.687500 Penalty: 4171.386230
	Iteration 10Q: 3 clusters Score -472933.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -473120.062500 Penalty: 4171.386230
	Iteration 11Q: 3 clusters Score -473120.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -473237.281250 Penalty: 4171.386230
	Iteration 12Q: 3 clusters Score -473237.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -473293.968750 Penalty: 4171.386230
	Iteration 13Q: 3 clusters Score -473294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -473324.812500 Penalty: 4171.386230
	Iteration 14Q: 3 clusters Score -473324.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -473343.593750 Penalty: 4171.386230
	Iteration 15Q: 3 clusters Score -473343.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -473352.687500 Penalty: 4171.386230
	Iteration 16Q: 3 clusters Score -473352.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -473359.718750 Penalty: 4171.386230
	Iteration 17Q: 3 clusters Score -473359.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -473365.468750 Penalty: 4171.386230
	Iteration 18Q: 3 clusters Score -473365.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -473369.156250 Penalty: 4171.386230
	Iteration 19Q: 3 clusters Score -473369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -473370.468750 Penalty: 4171.386230
	Iteration 20F: 3 clusters Score -473370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -473372.500000 Penalty: 4171.386230
	Iteration 21Q: 3 clusters Score -473372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -473373.312500 Penalty: 4171.386230
	Iteration 22Q: 3 clusters Score -473373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -473373.656250 Penalty: 4171.386230
	Iteration 23Q: 3 clusters Score -473373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -473373.968750 Penalty: 4171.386230
	Iteration 24Q: 3 clusters Score -473374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -473373.968750 Penalty: 4171.386230
	Iteration 25F: 3 clusters Score -473374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Entering Unmasked Estep 
Score: -1385225.125000 Penalty: 2337.572021
	Iteration 0F: 2 clusters Score -1385225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1376050.125000 Penalty: 4675.144043
	Iteration 0F: 3 clusters Score -1376050 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1378787.375000 Penalty: 4675.144043
	Iteration 1F: 3 clusters Score -1378787 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1379154.125000 Penalty: 4675.144043
	Iteration 2F: 3 clusters Score -1379154 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1379489.250000 Penalty: 4675.144043
	Iteration 3F: 3 clusters Score -1379489 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1379834.125000 Penalty: 4675.144043
	Iteration 4Q: 3 clusters Score -1379834 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1380219.500000 Penalty: 4675.144043
	Iteration 5Q: 3 clusters Score -1380220 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1380670.000000 Penalty: 4675.144043
	Iteration 6F: 3 clusters Score -1380670 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1381219.500000 Penalty: 4675.144043
	Iteration 7F: 3 clusters Score -1381220 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1381892.500000 Penalty: 4675.144043
	Iteration 8F: 3 clusters Score -1381892 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1382645.250000 Penalty: 4675.144043
	Iteration 9F: 3 clusters Score -1382645 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1383360.250000 Penalty: 4675.144043
	Iteration 10F: 3 clusters Score -1383360 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1383818.375000 Penalty: 4675.144043
	Iteration 11Q: 3 clusters Score -1383818 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1384049.625000 Penalty: 4675.144043
	Iteration 12Q: 3 clusters Score -1384050 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1384152.250000 Penalty: 4675.144043
	Iteration 13Q: 3 clusters Score -1384152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1384203.750000 Penalty: 4675.144043
	Iteration 14Q: 3 clusters Score -1384204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1384233.000000 Penalty: 4675.144043
	Iteration 15Q: 3 clusters Score -1384233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1384254.750000 Penalty: 4675.144043
	Iteration 16Q: 3 clusters Score -1384255 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1384264.500000 Penalty: 4675.144043
	Iteration 17Q: 3 clusters Score -1384264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1384272.625000 Penalty: 4675.144043
	Iteration 18Q: 3 clusters Score -1384273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1384279.250000 Penalty: 4675.144043
	Iteration 19Q: 3 clusters Score -1384279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1384287.625000 Penalty: 4675.144043
	Iteration 20F: 3 clusters Score -1384288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1384284.875000 Penalty: 4675.144043
	Iteration 21Q: 3 clusters Score -1384285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1384287.250000 Penalty: 4675.144043
	Iteration 22Q: 3 clusters Score -1384287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1384290.250000 Penalty: 4675.144043
	Iteration 23Q: 3 clusters Score -1384290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1384290.750000 Penalty: 4675.144043
	Iteration 24Q: 3 clusters Score -1384291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1384292.500000 Penalty: 4675.144043
	Iteration 25Q: 3 clusters Score -1384292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1384292.500000 Penalty: 4675.144043
	Iteration 26F: 3 clusters Score -1384292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Entering Unmasked Estep 
Score: -1734557.125000 Penalty: 2385.380127
	Iteration 0F: 2 clusters Score -1734557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1723735.750000 Penalty: 4770.760254
	Iteration 0F: 3 clusters Score -1723736 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1727216.000000 Penalty: 4770.760254
	Iteration 1F: 3 clusters Score -1727216 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1727646.750000 Penalty: 4770.760254
	Iteration 2F: 3 clusters Score -1727647 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1727990.625000 Penalty: 4770.760254
	Iteration 3F: 3 clusters Score -1727991 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1728379.250000 Penalty: 4770.760254
	Iteration 4Q: 3 clusters Score -1728379 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1728785.875000 Penalty: 4770.760254
	Iteration 5F: 3 clusters Score -1728786 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1729232.250000 Penalty: 4770.760254
	Iteration 6F: 3 clusters Score -1729232 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1729784.500000 Penalty: 4770.760254
	Iteration 7F: 3 clusters Score -1729784 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1730366.375000 Penalty: 4770.760254
	Iteration 8F: 3 clusters Score -1730366 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1730950.250000 Penalty: 4770.760254
	Iteration 9Q: 3 clusters Score -1730950 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1731479.250000 Penalty: 4770.760254
	Iteration 10Q: 3 clusters Score -1731479 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1731872.750000 Penalty: 4770.760254
	Iteration 11Q: 3 clusters Score -1731873 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1732075.750000 Penalty: 4770.760254
	Iteration 12Q: 3 clusters Score -1732076 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1732203.125000 Penalty: 4770.760254
	Iteration 13Q: 3 clusters Score -1732203 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1732270.250000 Penalty: 4770.760254
	Iteration 14Q: 3 clusters Score -1732270 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1732322.250000 Penalty: 4770.760254
	Iteration 15Q: 3 clusters Score -1732322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1732360.500000 Penalty: 4770.760254
	Iteration 16Q: 3 clusters Score -1732360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1732382.500000 Penalty: 4770.760254
	Iteration 17Q: 3 clusters Score -1732382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1732404.125000 Penalty: 4770.760254
	Iteration 18Q: 3 clusters Score -1732404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1732418.500000 Penalty: 4770.760254
	Iteration 19Q: 3 clusters Score -1732418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1732444.125000 Penalty: 4770.760254
	Iteration 20F: 3 clusters Score -1732444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1732454.500000 Penalty: 4770.760254
	Iteration 21Q: 3 clusters Score -1732454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1732468.500000 Penalty: 4770.760254
	Iteration 22Q: 3 clusters Score -1732468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1732479.000000 Penalty: 4770.760254
	Iteration 23Q: 3 clusters Score -1732479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1732493.500000 Penalty: 4770.760254
	Iteration 24Q: 3 clusters Score -1732494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1732514.875000 Penalty: 4770.760254
	Iteration 25Q: 3 clusters Score -1732515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1732534.875000 Penalty: 4770.760254
	Iteration 26Q: 3 clusters Score -1732535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1732550.125000 Penalty: 4770.760254
	Iteration 27Q: 3 clusters Score -1732550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1732573.625000 Penalty: 4770.760254
	Iteration 28Q: 3 clusters Score -1732574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1732595.125000 Penalty: 4770.760254
	Iteration 29Q: 3 clusters Score -1732595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1732612.000000 Penalty: 4770.760254
	Iteration 30Q: 3 clusters Score -1732612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1732638.125000 Penalty: 4770.760254
	Iteration 31Q: 3 clusters Score -1732638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1732652.375000 Penalty: 4770.760254
	Iteration 32Q: 3 clusters Score -1732652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1732673.125000 Penalty: 4770.760254
	Iteration 33Q: 3 clusters Score -1732673 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1732699.750000 Penalty: 4770.760254
	Iteration 34Q: 3 clusters Score -1732700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1732719.250000 Penalty: 4770.760254
	Iteration 35Q: 3 clusters Score -1732719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1732746.750000 Penalty: 4770.760254
	Iteration 36Q: 3 clusters Score -1732747 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1732769.875000 Penalty: 4770.760254
	Iteration 37Q: 3 clusters Score -1732770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1732788.000000 Penalty: 4770.760254
	Iteration 38Q: 3 clusters Score -1732788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1732796.625000 Penalty: 4770.760254
	Iteration 39Q: 3 clusters Score -1732797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1732811.125000 Penalty: 4770.760254
	Iteration 40F: 3 clusters Score -1732811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1732825.625000 Penalty: 4770.760254
	Iteration 41Q: 3 clusters Score -1732826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1732826.750000 Penalty: 4770.760254
	Iteration 42Q: 3 clusters Score -1732827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1732834.000000 Penalty: 4770.760254
	Iteration 43Q: 3 clusters Score -1732834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1732832.125000 Penalty: 4770.760254
	Iteration 44Q: 3 clusters Score -1732832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1732841.875000 Penalty: 4770.760254
	Iteration 45Q: 3 clusters Score -1732842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1732853.875000 Penalty: 4770.760254
	Iteration 46Q: 3 clusters Score -1732854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1732860.750000 Penalty: 4770.760254
	Iteration 47Q: 3 clusters Score -1732861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1732859.875000 Penalty: 4770.760254
	Iteration 48Q: 3 clusters Score -1732860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1732865.250000 Penalty: 4770.760254
	Iteration 49Q: 3 clusters Score -1732865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1732871.500000 Penalty: 4770.760254
	Iteration 50Q: 3 clusters Score -1732872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1732879.625000 Penalty: 4770.760254
	Iteration 51Q: 3 clusters Score -1732880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1732886.500000 Penalty: 4770.760254
	Iteration 52Q: 3 clusters Score -1732886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1732888.625000 Penalty: 4770.760254
	Iteration 53Q: 3 clusters Score -1732889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1732903.500000 Penalty: 4770.760254
	Iteration 54Q: 3 clusters Score -1732904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1732922.625000 Penalty: 4770.760254
	Iteration 55Q: 3 clusters Score -1732923 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1732956.125000 Penalty: 4770.760254
	Iteration 56Q: 3 clusters Score -1732956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1732989.875000 Penalty: 4770.760254
	Iteration 57Q: 3 clusters Score -1732990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1733026.625000 Penalty: 4770.760254
	Iteration 58Q: 3 clusters Score -1733027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1733051.250000 Penalty: 4770.760254
	Iteration 59Q: 3 clusters Score -1733051 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1733075.750000 Penalty: 4770.760254
	Iteration 60F: 3 clusters Score -1733076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1733098.375000 Penalty: 4770.760254
	Iteration 61Q: 3 clusters Score -1733098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1733126.500000 Penalty: 4770.760254
	Iteration 62Q: 3 clusters Score -1733126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1733137.250000 Penalty: 4770.760254
	Iteration 63Q: 3 clusters Score -1733137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1733149.000000 Penalty: 4770.760254
	Iteration 64Q: 3 clusters Score -1733149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1733151.125000 Penalty: 4770.760254
	Iteration 65Q: 3 clusters Score -1733151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1733164.875000 Penalty: 4770.760254
	Iteration 66Q: 3 clusters Score -1733165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1733168.000000 Penalty: 4770.760254
	Iteration 67Q: 3 clusters Score -1733168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1733166.750000 Penalty: 4770.760254
	Iteration 68Q: 3 clusters Score -1733167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1733168.750000 Penalty: 4770.760254
	Iteration 69Q: 3 clusters Score -1733169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1733166.375000 Penalty: 4770.760254
	Iteration 70Q: 3 clusters Score -1733166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1733171.375000 Penalty: 4770.760254
	Iteration 71Q: 3 clusters Score -1733171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1733175.000000 Penalty: 4770.760254
	Iteration 72Q: 3 clusters Score -1733175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1733179.375000 Penalty: 4770.760254
	Iteration 73Q: 3 clusters Score -1733179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1733180.625000 Penalty: 4770.760254
	Iteration 74Q: 3 clusters Score -1733181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1733181.500000 Penalty: 4770.760254
	Iteration 75Q: 3 clusters Score -1733182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1733183.125000 Penalty: 4770.760254
	Iteration 76Q: 3 clusters Score -1733183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1733179.500000 Penalty: 4770.760254
	Iteration 77Q: 3 clusters Score -1733180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1733184.125000 Penalty: 4770.760254
	Iteration 78Q: 3 clusters Score -1733184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1733186.375000 Penalty: 4770.760254
	Iteration 79Q: 3 clusters Score -1733186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1733185.625000 Penalty: 4770.760254
	Iteration 80F: 3 clusters Score -1733186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1733187.125000 Penalty: 4770.760254
	Iteration 81Q: 3 clusters Score -1733187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1733190.875000 Penalty: 4770.760254
	Iteration 82Q: 3 clusters Score -1733191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1733191.500000 Penalty: 4770.760254
	Iteration 83Q: 3 clusters Score -1733192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1733188.125000 Penalty: 4770.760254
	Iteration 84Q: 3 clusters Score -1733188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1733191.000000 Penalty: 4770.760254
	Iteration 85Q: 3 clusters Score -1733191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1733190.125000 Penalty: 4770.760254
	Iteration 86Q: 3 clusters Score -1733190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1733190.250000 Penalty: 4770.760254
	Iteration 87Q: 3 clusters Score -1733190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1733190.250000 Penalty: 4770.760254
	Iteration 88F: 3 clusters Score -1733190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Entering Unmasked Estep 
Score: -1029616.437500 Penalty: 2271.260742
	Iteration 0F: 2 clusters Score -1029616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1022244.937500 Penalty: 4542.521484
	Iteration 0F: 3 clusters Score -1022245 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1024456.062500 Penalty: 4542.521484
	Iteration 1F: 3 clusters Score -1024456 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1024896.312500 Penalty: 4542.521484
	Iteration 2F: 3 clusters Score -1024896 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1025314.000000 Penalty: 4542.521484
	Iteration 3F: 3 clusters Score -1025314 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1025698.125000 Penalty: 4542.521484
	Iteration 4F: 3 clusters Score -1025698 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1026086.562500 Penalty: 4542.521484
	Iteration 5F: 3 clusters Score -1026087 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1026431.000000 Penalty: 4542.521484
	Iteration 6F: 3 clusters Score -1026431 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1026726.812500 Penalty: 4542.521484
	Iteration 7Q: 3 clusters Score -1026727 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1026947.062500 Penalty: 4542.521484
	Iteration 8Q: 3 clusters Score -1026947 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1027127.687500 Penalty: 4542.521484
	Iteration 9Q: 3 clusters Score -1027128 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1027271.437500 Penalty: 4542.521484
	Iteration 10Q: 3 clusters Score -1027271 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1027403.625000 Penalty: 4542.521484
	Iteration 11Q: 3 clusters Score -1027404 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1027525.750000 Penalty: 4542.521484
	Iteration 12Q: 3 clusters Score -1027526 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1027614.062500 Penalty: 4542.521484
	Iteration 13Q: 3 clusters Score -1027614 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1027672.562500 Penalty: 4542.521484
	Iteration 14Q: 3 clusters Score -1027673 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1027743.000000 Penalty: 4542.521484
	Iteration 15Q: 3 clusters Score -1027743 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1027795.312500 Penalty: 4542.521484
	Iteration 16Q: 3 clusters Score -1027795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1027832.812500 Penalty: 4542.521484
	Iteration 17Q: 3 clusters Score -1027833 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1027858.937500 Penalty: 4542.521484
	Iteration 18Q: 3 clusters Score -1027859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1027874.937500 Penalty: 4542.521484
	Iteration 19Q: 3 clusters Score -1027875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1027890.125000 Penalty: 4542.521484
	Iteration 20F: 3 clusters Score -1027890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1027898.000000 Penalty: 4542.521484
	Iteration 21Q: 3 clusters Score -1027898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1027907.375000 Penalty: 4542.521484
	Iteration 22Q: 3 clusters Score -1027907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1027911.062500 Penalty: 4542.521484
	Iteration 23Q: 3 clusters Score -1027911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1027917.687500 Penalty: 4542.521484
	Iteration 24Q: 3 clusters Score -1027918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1027917.875000 Penalty: 4542.521484
	Iteration 25Q: 3 clusters Score -1027918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1027919.687500 Penalty: 4542.521484
	Iteration 26Q: 3 clusters Score -1027920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1027921.312500 Penalty: 4542.521484
	Iteration 27Q: 3 clusters Score -1027921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1027924.625000 Penalty: 4542.521484
	Iteration 28Q: 3 clusters Score -1027925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1027923.437500 Penalty: 4542.521484
	Iteration 29Q: 3 clusters Score -1027923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1027926.625000 Penalty: 4542.521484
	Iteration 30Q: 3 clusters Score -1027927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1027927.625000 Penalty: 4542.521484
	Iteration 31Q: 3 clusters Score -1027928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1027926.812500 Penalty: 4542.521484
	Iteration 32Q: 3 clusters Score -1027927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1027926.437500 Penalty: 4542.521484
	Iteration 33Q: 3 clusters Score -1027926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1027924.062500 Penalty: 4542.521484
	Iteration 34Q: 3 clusters Score -1027924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1027925.812500 Penalty: 4542.521484
	Iteration 35Q: 3 clusters Score -1027926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1027928.437500 Penalty: 4542.521484
	Iteration 36Q: 3 clusters Score -1027928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1027928.062500 Penalty: 4542.521484
	Iteration 37Q: 3 clusters Score -1027928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1027929.437500 Penalty: 4542.521484
	Iteration 38Q: 3 clusters Score -1027929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1027929.437500 Penalty: 4542.521484
	Iteration 39F: 3 clusters Score -1027929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -346365.656250 Penalty: 1997.600342
	Iteration 0F: 2 clusters Score -346365.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -343077.687500 Penalty: 3995.200684
	Iteration 0F: 3 clusters Score -343077.7 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -343750.968750 Penalty: 3995.200684
	Iteration 1F: 3 clusters Score -343751 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -343881.312500 Penalty: 3995.200684
	Iteration 2F: 3 clusters Score -343881.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -343953.406250 Penalty: 3995.200684
	Iteration 3Q: 3 clusters Score -343953.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -344014.218750 Penalty: 3995.200684
	Iteration 4Q: 3 clusters Score -344014.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -344050.625000 Penalty: 3995.200684
	Iteration 5Q: 3 clusters Score -344050.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -344080.593750 Penalty: 3995.200684
	Iteration 6Q: 3 clusters Score -344080.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -344105.312500 Penalty: 3995.200684
	Iteration 7Q: 3 clusters Score -344105.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -344128.156250 Penalty: 3995.200684
	Iteration 8Q: 3 clusters Score -344128.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -344152.812500 Penalty: 3995.200684
	Iteration 9Q: 3 clusters Score -344152.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -344179.718750 Penalty: 3995.200684
	Iteration 10Q: 3 clusters Score -344179.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -344201.125000 Penalty: 3995.200684
	Iteration 11Q: 3 clusters Score -344201.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -344217.843750 Penalty: 3995.200684
	Iteration 12Q: 3 clusters Score -344217.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -344229.281250 Penalty: 3995.200684
	Iteration 13Q: 3 clusters Score -344229.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -344240.687500 Penalty: 3995.200684
	Iteration 14Q: 3 clusters Score -344240.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -344249.437500 Penalty: 3995.200684
	Iteration 15Q: 3 clusters Score -344249.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -344260.687500 Penalty: 3995.200684
	Iteration 16Q: 3 clusters Score -344260.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -344272.906250 Penalty: 3995.200684
	Iteration 17Q: 3 clusters Score -344272.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -344282.750000 Penalty: 3995.200684
	Iteration 18Q: 3 clusters Score -344282.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -344291.437500 Penalty: 3995.200684
	Iteration 19Q: 3 clusters Score -344291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -344297.593750 Penalty: 3995.200684
	Iteration 20F: 3 clusters Score -344297.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -344302.593750 Penalty: 3995.200684
	Iteration 21Q: 3 clusters Score -344302.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -344307.968750 Penalty: 3995.200684
	Iteration 22Q: 3 clusters Score -344308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -344311.187500 Penalty: 3995.200684
	Iteration 23Q: 3 clusters Score -344311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -344316.906250 Penalty: 3995.200684
	Iteration 24Q: 3 clusters Score -344316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -344323.093750 Penalty: 3995.200684
	Iteration 25Q: 3 clusters Score -344323.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -344326.875000 Penalty: 3995.200684
	Iteration 26Q: 3 clusters Score -344326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -344331.031250 Penalty: 3995.200684
	Iteration 27Q: 3 clusters Score -344331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -344334.531250 Penalty: 3995.200684
	Iteration 28Q: 3 clusters Score -344334.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -344340.750000 Penalty: 3995.200684
	Iteration 29Q: 3 clusters Score -344340.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -344344.156250 Penalty: 3995.200684
	Iteration 30Q: 3 clusters Score -344344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -344347.718750 Penalty: 3995.200684
	Iteration 31Q: 3 clusters Score -344347.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -344351.187500 Penalty: 3995.200684
	Iteration 32Q: 3 clusters Score -344351.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -344353.968750 Penalty: 3995.200684
	Iteration 33Q: 3 clusters Score -344354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -344356.593750 Penalty: 3995.200684
	Iteration 34Q: 3 clusters Score -344356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -344359.312500 Penalty: 3995.200684
	Iteration 35Q: 3 clusters Score -344359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -344360.156250 Penalty: 3995.200684
	Iteration 36Q: 3 clusters Score -344360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -344360.531250 Penalty: 3995.200684
	Iteration 37Q: 3 clusters Score -344360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -344363.781250 Penalty: 3995.200684
	Iteration 38Q: 3 clusters Score -344363.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -344369.093750 Penalty: 3995.200684
	Iteration 39Q: 3 clusters Score -344369.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -344372.500000 Penalty: 3995.200684
	Iteration 40F: 3 clusters Score -344372.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -344377.031250 Penalty: 3995.200684
	Iteration 41Q: 3 clusters Score -344377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -344382.343750 Penalty: 3995.200684
	Iteration 42Q: 3 clusters Score -344382.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -344389.968750 Penalty: 3995.200684
	Iteration 43Q: 3 clusters Score -344390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -344398.187500 Penalty: 3995.200684
	Iteration 44Q: 3 clusters Score -344398.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -344409.468750 Penalty: 3995.200684
	Iteration 45Q: 3 clusters Score -344409.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -344425.406250 Penalty: 3995.200684
	Iteration 46Q: 3 clusters Score -344425.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -344452.656250 Penalty: 3995.200684
	Iteration 47Q: 3 clusters Score -344452.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -344482.875000 Penalty: 3995.200684
	Iteration 48Q: 3 clusters Score -344482.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -344518.031250 Penalty: 3995.200684
	Iteration 49Q: 3 clusters Score -344518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -344557.187500 Penalty: 3995.200684
	Iteration 50Q: 3 clusters Score -344557.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -344599.000000 Penalty: 3995.200684
	Iteration 51Q: 3 clusters Score -344599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -344637.812500 Penalty: 3995.200684
	Iteration 52Q: 3 clusters Score -344637.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -344673.156250 Penalty: 3995.200684
	Iteration 53Q: 3 clusters Score -344673.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -344709.187500 Penalty: 3995.200684
	Iteration 54Q: 3 clusters Score -344709.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -344741.718750 Penalty: 3995.200684
	Iteration 55Q: 3 clusters Score -344741.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -344769.781250 Penalty: 3995.200684
	Iteration 56Q: 3 clusters Score -344769.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -344801.968750 Penalty: 3995.200684
	Iteration 57Q: 3 clusters Score -344802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -344820.718750 Penalty: 3995.200684
	Iteration 58Q: 3 clusters Score -344820.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -344832.281250 Penalty: 3995.200684
	Iteration 59Q: 3 clusters Score -344832.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -344841.656250 Penalty: 3995.200684
	Iteration 60F: 3 clusters Score -344841.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -344846.562500 Penalty: 3995.200684
	Iteration 61Q: 3 clusters Score -344846.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -344856.593750 Penalty: 3995.200684
	Iteration 62Q: 3 clusters Score -344856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -344863.750000 Penalty: 3995.200684
	Iteration 63Q: 3 clusters Score -344863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -344868.281250 Penalty: 3995.200684
	Iteration 64Q: 3 clusters Score -344868.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -344873.187500 Penalty: 3995.200684
	Iteration 65Q: 3 clusters Score -344873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -344880.281250 Penalty: 3995.200684
	Iteration 66Q: 3 clusters Score -344880.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -344887.343750 Penalty: 3995.200684
	Iteration 67Q: 3 clusters Score -344887.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -344891.656250 Penalty: 3995.200684
	Iteration 68Q: 3 clusters Score -344891.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -344897.468750 Penalty: 3995.200684
	Iteration 69Q: 3 clusters Score -344897.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -344904.875000 Penalty: 3995.200684
	Iteration 70Q: 3 clusters Score -344904.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -344909.156250 Penalty: 3995.200684
	Iteration 71Q: 3 clusters Score -344909.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -344917.937500 Penalty: 3995.200684
	Iteration 72Q: 3 clusters Score -344917.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -344927.812500 Penalty: 3995.200684
	Iteration 73Q: 3 clusters Score -344927.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -344934.625000 Penalty: 3995.200684
	Iteration 74Q: 3 clusters Score -344934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -344941.968750 Penalty: 3995.200684
	Iteration 75Q: 3 clusters Score -344942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -344945.093750 Penalty: 3995.200684
	Iteration 76Q: 3 clusters Score -344945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -344950.812500 Penalty: 3995.200684
	Iteration 77Q: 3 clusters Score -344950.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -344959.593750 Penalty: 3995.200684
	Iteration 78Q: 3 clusters Score -344959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -344967.156250 Penalty: 3995.200684
	Iteration 79Q: 3 clusters Score -344967.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -344974.468750 Penalty: 3995.200684
	Iteration 80F: 3 clusters Score -344974.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -344982.218750 Penalty: 3995.200684
	Iteration 81Q: 3 clusters Score -344982.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -344991.000000 Penalty: 3995.200684
	Iteration 82Q: 3 clusters Score -344991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -345000.187500 Penalty: 3995.200684
	Iteration 83Q: 3 clusters Score -345000.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -345014.843750 Penalty: 3995.200684
	Iteration 84Q: 3 clusters Score -345014.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -345029.843750 Penalty: 3995.200684
	Iteration 85Q: 3 clusters Score -345029.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -345051.562500 Penalty: 3995.200684
	Iteration 86Q: 3 clusters Score -345051.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -345075.000000 Penalty: 3995.200684
	Iteration 87Q: 3 clusters Score -345075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -345095.406250 Penalty: 3995.200684
	Iteration 88Q: 3 clusters Score -345095.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -345124.875000 Penalty: 3995.200684
	Iteration 89Q: 3 clusters Score -345124.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -345153.687500 Penalty: 3995.200684
	Iteration 90Q: 3 clusters Score -345153.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -345196.625000 Penalty: 3995.200684
	Iteration 91Q: 3 clusters Score -345196.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -345234.437500 Penalty: 3995.200684
	Iteration 92Q: 3 clusters Score -345234.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -345279.781250 Penalty: 3995.200684
	Iteration 93Q: 3 clusters Score -345279.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -345325.937500 Penalty: 3995.200684
	Iteration 94Q: 3 clusters Score -345325.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -345370.968750 Penalty: 3995.200684
	Iteration 95Q: 3 clusters Score -345371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -345393.343750 Penalty: 3995.200684
	Iteration 96Q: 3 clusters Score -345393.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -345402.500000 Penalty: 3995.200684
	Iteration 97Q: 3 clusters Score -345402.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -345409.468750 Penalty: 3995.200684
	Iteration 98Q: 3 clusters Score -345409.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -345414.375000 Penalty: 3995.200684
	Iteration 99Q: 3 clusters Score -345414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -345419.531250 Penalty: 3995.200684
	Iteration 100F: 3 clusters Score -345419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -345421.375000 Penalty: 3995.200684
	Iteration 101Q: 3 clusters Score -345421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -345421.375000 Penalty: 3995.200684
	Iteration 102F: 3 clusters Score -345421.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Entering Unmasked Estep 
Score: -1037757.562500 Penalty: 2277.300049
	Iteration 0F: 2 clusters Score -1037758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1030331.687500 Penalty: 4554.600098
	Iteration 0F: 3 clusters Score -1030332 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1032603.812500 Penalty: 4554.600098
	Iteration 1F: 3 clusters Score -1032604 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1033034.000000 Penalty: 4554.600098
	Iteration 2F: 3 clusters Score -1033034 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1033385.750000 Penalty: 4554.600098
	Iteration 3F: 3 clusters Score -1033386 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1033660.812500 Penalty: 4554.600098
	Iteration 4F: 3 clusters Score -1033661 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1033905.125000 Penalty: 4554.600098
	Iteration 5Q: 3 clusters Score -1033905 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1034100.437500 Penalty: 4554.600098
	Iteration 6Q: 3 clusters Score -1034100 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1034250.312500 Penalty: 4554.600098
	Iteration 7Q: 3 clusters Score -1034250 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1034389.312500 Penalty: 4554.600098
	Iteration 8Q: 3 clusters Score -1034389 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1034519.562500 Penalty: 4554.600098
	Iteration 9Q: 3 clusters Score -1034520 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1034671.375000 Penalty: 4554.600098
	Iteration 10Q: 3 clusters Score -1034671 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1034843.625000 Penalty: 4554.600098
	Iteration 11Q: 3 clusters Score -1034844 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1035016.125000 Penalty: 4554.600098
	Iteration 12Q: 3 clusters Score -1035016 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1035197.375000 Penalty: 4554.600098
	Iteration 13Q: 3 clusters Score -1035197 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1035382.812500 Penalty: 4554.600098
	Iteration 14Q: 3 clusters Score -1035383 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1035567.437500 Penalty: 4554.600098
	Iteration 15Q: 3 clusters Score -1035567 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1035738.937500 Penalty: 4554.600098
	Iteration 16Q: 3 clusters Score -1035739 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1035891.937500 Penalty: 4554.600098
	Iteration 17Q: 3 clusters Score -1035892 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1036032.437500 Penalty: 4554.600098
	Iteration 18Q: 3 clusters Score -1036032 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1036159.812500 Penalty: 4554.600098
	Iteration 19Q: 3 clusters Score -1036160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1036297.000000 Penalty: 4554.600098
	Iteration 20F: 3 clusters Score -1036297 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1036427.812500 Penalty: 4554.600098
	Iteration 21Q: 3 clusters Score -1036428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1036555.250000 Penalty: 4554.600098
	Iteration 22Q: 3 clusters Score -1036555 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1036659.125000 Penalty: 4554.600098
	Iteration 23Q: 3 clusters Score -1036659 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1036765.312500 Penalty: 4554.600098
	Iteration 24Q: 3 clusters Score -1036765 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1036840.250000 Penalty: 4554.600098
	Iteration 25Q: 3 clusters Score -1036840 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1036888.312500 Penalty: 4554.600098
	Iteration 26Q: 3 clusters Score -1036888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1036920.250000 Penalty: 4554.600098
	Iteration 27Q: 3 clusters Score -1036920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1036947.250000 Penalty: 4554.600098
	Iteration 28Q: 3 clusters Score -1036947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1036965.250000 Penalty: 4554.600098
	Iteration 29Q: 3 clusters Score -1036965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1036981.375000 Penalty: 4554.600098
	Iteration 30Q: 3 clusters Score -1036981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1036990.750000 Penalty: 4554.600098
	Iteration 31Q: 3 clusters Score -1036991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1036996.562500 Penalty: 4554.600098
	Iteration 32Q: 3 clusters Score -1036997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1037000.250000 Penalty: 4554.600098
	Iteration 33Q: 3 clusters Score -1037000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1037001.187500 Penalty: 4554.600098
	Iteration 34Q: 3 clusters Score -1037001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1037003.562500 Penalty: 4554.600098
	Iteration 35Q: 3 clusters Score -1037004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1037002.812500 Penalty: 4554.600098
	Iteration 36Q: 3 clusters Score -1037003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1037003.625000 Penalty: 4554.600098
	Iteration 37Q: 3 clusters Score -1037004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1037005.812500 Penalty: 4554.600098
	Iteration 38Q: 3 clusters Score -1037006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1037005.187500 Penalty: 4554.600098
	Iteration 39Q: 3 clusters Score -1037005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1037005.187500 Penalty: 4554.600098
	Iteration 40F: 3 clusters Score -1037005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Entering Unmasked Estep 
Score: -1310525.250000 Penalty: 2333.479492
	Iteration 0F: 2 clusters Score -1310525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1301374.750000 Penalty: 4666.958984
	Iteration 0F: 3 clusters Score -1301375 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1304204.750000 Penalty: 4666.958984
	Iteration 1F: 3 clusters Score -1304205 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1304635.375000 Penalty: 4666.958984
	Iteration 2F: 3 clusters Score -1304635 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1304977.625000 Penalty: 4666.958984
	Iteration 3F: 3 clusters Score -1304978 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1305270.375000 Penalty: 4666.958984
	Iteration 4Q: 3 clusters Score -1305270 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1305565.250000 Penalty: 4666.958984
	Iteration 5Q: 3 clusters Score -1305565 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1305885.125000 Penalty: 4666.958984
	Iteration 6Q: 3 clusters Score -1305885 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1306195.500000 Penalty: 4666.958984
	Iteration 7Q: 3 clusters Score -1306196 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1306515.625000 Penalty: 4666.958984
	Iteration 8Q: 3 clusters Score -1306516 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1306813.375000 Penalty: 4666.958984
	Iteration 9Q: 3 clusters Score -1306813 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1307072.750000 Penalty: 4666.958984
	Iteration 10Q: 3 clusters Score -1307073 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1307366.250000 Penalty: 4666.958984
	Iteration 11Q: 3 clusters Score -1307366 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1307683.125000 Penalty: 4666.958984
	Iteration 12Q: 3 clusters Score -1307683 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1308003.875000 Penalty: 4666.958984
	Iteration 13Q: 3 clusters Score -1308004 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1308325.375000 Penalty: 4666.958984
	Iteration 14Q: 3 clusters Score -1308325 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1308613.125000 Penalty: 4666.958984
	Iteration 15Q: 3 clusters Score -1308613 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1308862.875000 Penalty: 4666.958984
	Iteration 16Q: 3 clusters Score -1308863 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1309047.500000 Penalty: 4666.958984
	Iteration 17Q: 3 clusters Score -1309048 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1309166.125000 Penalty: 4666.958984
	Iteration 18Q: 3 clusters Score -1309166 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1309246.250000 Penalty: 4666.958984
	Iteration 19Q: 3 clusters Score -1309246 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1309307.875000 Penalty: 4666.958984
	Iteration 20F: 3 clusters Score -1309308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1309352.125000 Penalty: 4666.958984
	Iteration 21Q: 3 clusters Score -1309352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1309378.625000 Penalty: 4666.958984
	Iteration 22Q: 3 clusters Score -1309379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1309388.875000 Penalty: 4666.958984
	Iteration 23Q: 3 clusters Score -1309389 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1309403.375000 Penalty: 4666.958984
	Iteration 24Q: 3 clusters Score -1309403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1309411.125000 Penalty: 4666.958984
	Iteration 25Q: 3 clusters Score -1309411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1309419.875000 Penalty: 4666.958984
	Iteration 26Q: 3 clusters Score -1309420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1309423.000000 Penalty: 4666.958984
	Iteration 27Q: 3 clusters Score -1309423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1309427.250000 Penalty: 4666.958984
	Iteration 28Q: 3 clusters Score -1309427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1309431.125000 Penalty: 4666.958984
	Iteration 29Q: 3 clusters Score -1309431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1309428.750000 Penalty: 4666.958984
	Iteration 30Q: 3 clusters Score -1309429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1309427.750000 Penalty: 4666.958984
	Iteration 31Q: 3 clusters Score -1309428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1309430.250000 Penalty: 4666.958984
	Iteration 32Q: 3 clusters Score -1309430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1309430.125000 Penalty: 4666.958984
	Iteration 33Q: 3 clusters Score -1309430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1309431.625000 Penalty: 4666.958984
	Iteration 34Q: 3 clusters Score -1309432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1309432.250000 Penalty: 4666.958984
	Iteration 35Q: 3 clusters Score -1309432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1309432.875000 Penalty: 4666.958984
	Iteration 36Q: 3 clusters Score -1309433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1309432.875000 Penalty: 4666.958984
	Iteration 37F: 3 clusters Score -1309433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Entering Unmasked Estep 
Score: -782996.937500 Penalty: 2198.211670
	Iteration 0F: 2 clusters Score -782996.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -777110.937500 Penalty: 4396.423340
	Iteration 0F: 3 clusters Score -777110.9 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -778775.187500 Penalty: 4396.423340
	Iteration 1F: 3 clusters Score -778775.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -779166.937500 Penalty: 4396.423340
	Iteration 2F: 3 clusters Score -779166.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -779548.187500 Penalty: 4396.423340
	Iteration 3F: 3 clusters Score -779548.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -779926.875000 Penalty: 4396.423340
	Iteration 4F: 3 clusters Score -779926.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -780234.062500 Penalty: 4396.423340
	Iteration 5F: 3 clusters Score -780234.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -780442.250000 Penalty: 4396.423340
	Iteration 6Q: 3 clusters Score -780442.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -780597.937500 Penalty: 4396.423340
	Iteration 7Q: 3 clusters Score -780597.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -780720.812500 Penalty: 4396.423340
	Iteration 8Q: 3 clusters Score -780720.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -780827.375000 Penalty: 4396.423340
	Iteration 9Q: 3 clusters Score -780827.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -780920.187500 Penalty: 4396.423340
	Iteration 10Q: 3 clusters Score -780920.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -781003.375000 Penalty: 4396.423340
	Iteration 11Q: 3 clusters Score -781003.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -781086.687500 Penalty: 4396.423340
	Iteration 12Q: 3 clusters Score -781086.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -781164.000000 Penalty: 4396.423340
	Iteration 13Q: 3 clusters Score -781164 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -781241.000000 Penalty: 4396.423340
	Iteration 14Q: 3 clusters Score -781241 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -781301.187500 Penalty: 4396.423340
	Iteration 15Q: 3 clusters Score -781301.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -781360.187500 Penalty: 4396.423340
	Iteration 16Q: 3 clusters Score -781360.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -781398.062500 Penalty: 4396.423340
	Iteration 17Q: 3 clusters Score -781398.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -781434.187500 Penalty: 4396.423340
	Iteration 18Q: 3 clusters Score -781434.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -781469.000000 Penalty: 4396.423340
	Iteration 19Q: 3 clusters Score -781469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -781494.250000 Penalty: 4396.423340
	Iteration 20F: 3 clusters Score -781494.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -781521.500000 Penalty: 4396.423340
	Iteration 21Q: 3 clusters Score -781521.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -781546.500000 Penalty: 4396.423340
	Iteration 22Q: 3 clusters Score -781546.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -781573.875000 Penalty: 4396.423340
	Iteration 23Q: 3 clusters Score -781573.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -781596.062500 Penalty: 4396.423340
	Iteration 24Q: 3 clusters Score -781596.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -781620.437500 Penalty: 4396.423340
	Iteration 25Q: 3 clusters Score -781620.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -781643.312500 Penalty: 4396.423340
	Iteration 26Q: 3 clusters Score -781643.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -781667.937500 Penalty: 4396.423340
	Iteration 27Q: 3 clusters Score -781667.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -781691.750000 Penalty: 4396.423340
	Iteration 28Q: 3 clusters Score -781691.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -781718.625000 Penalty: 4396.423340
	Iteration 29Q: 3 clusters Score -781718.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -781755.750000 Penalty: 4396.423340
	Iteration 30Q: 3 clusters Score -781755.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -781789.500000 Penalty: 4396.423340
	Iteration 31Q: 3 clusters Score -781789.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -781814.437500 Penalty: 4396.423340
	Iteration 32Q: 3 clusters Score -781814.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -781831.437500 Penalty: 4396.423340
	Iteration 33Q: 3 clusters Score -781831.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -781848.500000 Penalty: 4396.423340
	Iteration 34Q: 3 clusters Score -781848.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -781863.625000 Penalty: 4396.423340
	Iteration 35Q: 3 clusters Score -781863.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -781882.875000 Penalty: 4396.423340
	Iteration 36Q: 3 clusters Score -781882.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -781898.500000 Penalty: 4396.423340
	Iteration 37Q: 3 clusters Score -781898.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -781911.062500 Penalty: 4396.423340
	Iteration 38Q: 3 clusters Score -781911.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -781923.625000 Penalty: 4396.423340
	Iteration 39Q: 3 clusters Score -781923.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -781941.250000 Penalty: 4396.423340
	Iteration 40F: 3 clusters Score -781941.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -781962.062500 Penalty: 4396.423340
	Iteration 41Q: 3 clusters Score -781962.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -781983.187500 Penalty: 4396.423340
	Iteration 42Q: 3 clusters Score -781983.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -782003.500000 Penalty: 4396.423340
	Iteration 43Q: 3 clusters Score -782003.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -782023.000000 Penalty: 4396.423340
	Iteration 44Q: 3 clusters Score -782023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -782041.187500 Penalty: 4396.423340
	Iteration 45Q: 3 clusters Score -782041.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -782051.125000 Penalty: 4396.423340
	Iteration 46Q: 3 clusters Score -782051.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -782068.500000 Penalty: 4396.423340
	Iteration 47Q: 3 clusters Score -782068.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -782093.250000 Penalty: 4396.423340
	Iteration 48Q: 3 clusters Score -782093.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -782115.000000 Penalty: 4396.423340
	Iteration 49Q: 3 clusters Score -782115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -782138.875000 Penalty: 4396.423340
	Iteration 50Q: 3 clusters Score -782138.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -782167.250000 Penalty: 4396.423340
	Iteration 51Q: 3 clusters Score -782167.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -782192.562500 Penalty: 4396.423340
	Iteration 52Q: 3 clusters Score -782192.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -782219.187500 Penalty: 4396.423340
	Iteration 53Q: 3 clusters Score -782219.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -782240.625000 Penalty: 4396.423340
	Iteration 54Q: 3 clusters Score -782240.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -782254.812500 Penalty: 4396.423340
	Iteration 55Q: 3 clusters Score -782254.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -782267.250000 Penalty: 4396.423340
	Iteration 56Q: 3 clusters Score -782267.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -782273.437500 Penalty: 4396.423340
	Iteration 57Q: 3 clusters Score -782273.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -782281.687500 Penalty: 4396.423340
	Iteration 58Q: 3 clusters Score -782281.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -782285.500000 Penalty: 4396.423340
	Iteration 59Q: 3 clusters Score -782285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -782287.937500 Penalty: 4396.423340
	Iteration 60F: 3 clusters Score -782287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -782290.437500 Penalty: 4396.423340
	Iteration 61Q: 3 clusters Score -782290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -782291.750000 Penalty: 4396.423340
	Iteration 62Q: 3 clusters Score -782291.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -782295.625000 Penalty: 4396.423340
	Iteration 63Q: 3 clusters Score -782295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -782296.750000 Penalty: 4396.423340
	Iteration 64Q: 3 clusters Score -782296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -782301.312500 Penalty: 4396.423340
	Iteration 65Q: 3 clusters Score -782301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -782301.750000 Penalty: 4396.423340
	Iteration 66Q: 3 clusters Score -782301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -782305.062500 Penalty: 4396.423340
	Iteration 67Q: 3 clusters Score -782305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -782308.812500 Penalty: 4396.423340
	Iteration 68Q: 3 clusters Score -782308.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -782310.625000 Penalty: 4396.423340
	Iteration 69Q: 3 clusters Score -782310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -782311.750000 Penalty: 4396.423340
	Iteration 70Q: 3 clusters Score -782311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -782314.812500 Penalty: 4396.423340
	Iteration 71Q: 3 clusters Score -782314.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -782315.250000 Penalty: 4396.423340
	Iteration 72Q: 3 clusters Score -782315.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -782321.500000 Penalty: 4396.423340
	Iteration 73Q: 3 clusters Score -782321.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -782324.687500 Penalty: 4396.423340
	Iteration 74Q: 3 clusters Score -782324.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -782325.812500 Penalty: 4396.423340
	Iteration 75Q: 3 clusters Score -782325.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -782334.562500 Penalty: 4396.423340
	Iteration 76Q: 3 clusters Score -782334.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -782341.937500 Penalty: 4396.423340
	Iteration 77Q: 3 clusters Score -782341.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -782348.062500 Penalty: 4396.423340
	Iteration 78Q: 3 clusters Score -782348.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -782354.687500 Penalty: 4396.423340
	Iteration 79Q: 3 clusters Score -782354.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -782360.562500 Penalty: 4396.423340
	Iteration 80F: 3 clusters Score -782360.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -782364.437500 Penalty: 4396.423340
	Iteration 81Q: 3 clusters Score -782364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -782367.312500 Penalty: 4396.423340
	Iteration 82Q: 3 clusters Score -782367.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -782369.875000 Penalty: 4396.423340
	Iteration 83Q: 3 clusters Score -782369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -782370.750000 Penalty: 4396.423340
	Iteration 84Q: 3 clusters Score -782370.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -782374.625000 Penalty: 4396.423340
	Iteration 85Q: 3 clusters Score -782374.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -782382.187500 Penalty: 4396.423340
	Iteration 86Q: 3 clusters Score -782382.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -782384.937500 Penalty: 4396.423340
	Iteration 87Q: 3 clusters Score -782384.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -782388.250000 Penalty: 4396.423340
	Iteration 88Q: 3 clusters Score -782388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -782391.875000 Penalty: 4396.423340
	Iteration 89Q: 3 clusters Score -782391.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -782393.312500 Penalty: 4396.423340
	Iteration 90Q: 3 clusters Score -782393.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -782396.937500 Penalty: 4396.423340
	Iteration 91Q: 3 clusters Score -782396.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -782403.875000 Penalty: 4396.423340
	Iteration 92Q: 3 clusters Score -782403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -782408.062500 Penalty: 4396.423340
	Iteration 93Q: 3 clusters Score -782408.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -782414.312500 Penalty: 4396.423340
	Iteration 94Q: 3 clusters Score -782414.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -782417.687500 Penalty: 4396.423340
	Iteration 95Q: 3 clusters Score -782417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -782418.875000 Penalty: 4396.423340
	Iteration 96Q: 3 clusters Score -782418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -782419.125000 Penalty: 4396.423340
	Iteration 97Q: 3 clusters Score -782419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -782419.625000 Penalty: 4396.423340
	Iteration 98Q: 3 clusters Score -782419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -782419.625000 Penalty: 4396.423340
	Iteration 99F: 3 clusters Score -782419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -81568.437500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -81568.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79782.296875 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -79782.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80103.093750 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -80103.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80225.632812 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -80225.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80322.625000 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -80322.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80415.335938 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -80415.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80485.296875 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -80485.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80553.015625 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -80553.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80616.953125 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -80616.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -80649.585938 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -80649.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80699.937500 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -80699.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80750.085938 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -80750.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80791.742188 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -80791.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80858.554688 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -80858.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80926.132812 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -80926.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81067.210938 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -81067.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81163.609375 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -81163.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81236.617188 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -81236.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81300.156250 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -81300.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81339.421875 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -81339.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81350.953125 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -81350.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81356.507812 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -81356.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81365.773438 Penalty: 3332.630615
	Iteration 21Q: 3 clusters Score -81365.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81374.242188 Penalty: 3332.630615
	Iteration 22Q: 3 clusters Score -81374.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81385.070312 Penalty: 3332.630615
	Iteration 23Q: 3 clusters Score -81385.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81401.375000 Penalty: 3332.630615
	Iteration 24Q: 3 clusters Score -81401.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81423.351562 Penalty: 3332.630615
	Iteration 25Q: 3 clusters Score -81423.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81455.375000 Penalty: 3332.630615
	Iteration 26Q: 3 clusters Score -81455.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81503.296875 Penalty: 3332.630615
	Iteration 27Q: 3 clusters Score -81503.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81547.890625 Penalty: 3332.630615
	Iteration 28Q: 3 clusters Score -81547.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81578.335938 Penalty: 3332.630615
	Iteration 29Q: 3 clusters Score -81578.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81598.828125 Penalty: 3332.630615
	Iteration 30Q: 3 clusters Score -81598.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -81632.507812 Penalty: 3332.630615
	Iteration 31Q: 3 clusters Score -81632.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81650.492188 Penalty: 3332.630615
	Iteration 32Q: 3 clusters Score -81650.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81659.000000 Penalty: 3332.630615
	Iteration 33Q: 3 clusters Score -81659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81676.882812 Penalty: 3332.630615
	Iteration 34Q: 3 clusters Score -81676.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81701.062500 Penalty: 3332.630615
	Iteration 35Q: 3 clusters Score -81701.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81740.851562 Penalty: 3332.630615
	Iteration 36Q: 3 clusters Score -81740.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81792.984375 Penalty: 3332.630615
	Iteration 37Q: 3 clusters Score -81792.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81862.070312 Penalty: 3332.630615
	Iteration 38Q: 3 clusters Score -81862.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81928.609375 Penalty: 3332.630615
	Iteration 39Q: 3 clusters Score -81928.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81928.609375 Penalty: 3332.630615
	Iteration 40F: 3 clusters Score -81928.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108776 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211208 members 
Mstep: Class 16 contains 23801 members 
Mstep: Class 17 contains 38290 members 
Mstep: Class 18 contains 36503 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 9939 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8039 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12403 members 
Mstep: Class 32 contains 15040 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7071 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 53063 members 
Mstep: Class 45 contains 16646 members 
Mstep: Class 46 contains 44479 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 11097 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6932 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22599 members 
Mstep: Class 56 contains 19133 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1076 members 
Mstep: Class 62 contains 4912 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27718 members 
Mstep: Class 66 contains 245 members 
Entering Unmasked Estep 
Score: -139299200.000000 Penalty: 230321.296875
Splitting cluster 38 changes total score from -139300848.000000 to -139299200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -280332.125000 Penalty: 1989.840820
	Iteration 0F: 2 clusters Score -280332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -277067.906250 Penalty: 3979.681641
	Iteration 0F: 3 clusters Score -277067.9 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -277887.625000 Penalty: 3979.681641
	Iteration 1F: 3 clusters Score -277887.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -278205.968750 Penalty: 3979.681641
	Iteration 2F: 3 clusters Score -278206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -278542.406250 Penalty: 3979.681641
	Iteration 3F: 3 clusters Score -278542.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -278881.343750 Penalty: 3979.681641
	Iteration 4F: 3 clusters Score -278881.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -279271.031250 Penalty: 3979.681641
	Iteration 5F: 3 clusters Score -279271 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -279587.500000 Penalty: 3979.681641
	Iteration 6F: 3 clusters Score -279587.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -279794.000000 Penalty: 3979.681641
	Iteration 7F: 3 clusters Score -279794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -279963.281250 Penalty: 3979.681641
	Iteration 8Q: 3 clusters Score -279963.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -280081.062500 Penalty: 3979.681641
	Iteration 9Q: 3 clusters Score -280081.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -280167.437500 Penalty: 3979.681641
	Iteration 10Q: 3 clusters Score -280167.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -280219.281250 Penalty: 3979.681641
	Iteration 11Q: 3 clusters Score -280219.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -280252.906250 Penalty: 3979.681641
	Iteration 12Q: 3 clusters Score -280252.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -280270.937500 Penalty: 3979.681641
	Iteration 13Q: 3 clusters Score -280270.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -280282.812500 Penalty: 3979.681641
	Iteration 14Q: 3 clusters Score -280282.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -280291.250000 Penalty: 3979.681641
	Iteration 15Q: 3 clusters Score -280291.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -280298.937500 Penalty: 3979.681641
	Iteration 16Q: 3 clusters Score -280298.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -280304.593750 Penalty: 3979.681641
	Iteration 17Q: 3 clusters Score -280304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -280306.687500 Penalty: 3979.681641
	Iteration 18Q: 3 clusters Score -280306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -280313.125000 Penalty: 3979.681641
	Iteration 19Q: 3 clusters Score -280313.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -280315.062500 Penalty: 3979.681641
	Iteration 20F: 3 clusters Score -280315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -280315.281250 Penalty: 3979.681641
	Iteration 21Q: 3 clusters Score -280315.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -280315.281250 Penalty: 3979.681641
	Iteration 22F: 3 clusters Score -280315.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -851847.500000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -851847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -845368.500000 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -845368.5 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -847336.562500 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -847336.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -847871.500000 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -847871.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -848464.312500 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -848464.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -849051.875000 Penalty: 4469.957520
	Iteration 4F: 3 clusters Score -849051.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -849529.687500 Penalty: 4469.957520
	Iteration 5F: 3 clusters Score -849529.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -849815.562500 Penalty: 4469.957520
	Iteration 6Q: 3 clusters Score -849815.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -850023.062500 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -850023.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -850185.375000 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -850185.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -850277.437500 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -850277.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -850331.500000 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -850331.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -850366.812500 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -850366.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -850401.875000 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -850401.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -850418.187500 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -850418.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -850433.500000 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -850433.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -850446.750000 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -850446.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -850453.625000 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -850453.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -850460.062500 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -850460.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -850469.062500 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -850469.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -850475.687500 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -850475.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -850479.375000 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -850479.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -850490.000000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -850490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -850499.062500 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -850499.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -850510.812500 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -850510.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -850519.250000 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -850519.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -850534.187500 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -850534.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -850538.000000 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -850538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -850549.000000 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -850549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -850555.687500 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -850555.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -850561.062500 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -850561.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -850572.125000 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -850572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -850576.187500 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -850576.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -850587.937500 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -850587.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -850594.062500 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -850594.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -850595.687500 Penalty: 4469.957520
	Iteration 34Q: 3 clusters Score -850595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -850599.187500 Penalty: 4469.957520
	Iteration 35Q: 3 clusters Score -850599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -850603.750000 Penalty: 4469.957520
	Iteration 36Q: 3 clusters Score -850603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -850613.000000 Penalty: 4469.957520
	Iteration 37Q: 3 clusters Score -850613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -850622.250000 Penalty: 4469.957520
	Iteration 38Q: 3 clusters Score -850622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -850629.000000 Penalty: 4469.957520
	Iteration 39Q: 3 clusters Score -850629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -850634.312500 Penalty: 4469.957520
	Iteration 40F: 3 clusters Score -850634.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -850637.750000 Penalty: 4469.957520
	Iteration 41Q: 3 clusters Score -850637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -850638.375000 Penalty: 4469.957520
	Iteration 42Q: 3 clusters Score -850638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -850640.750000 Penalty: 4469.957520
	Iteration 43Q: 3 clusters Score -850640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -850644.312500 Penalty: 4469.957520
	Iteration 44Q: 3 clusters Score -850644.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -850645.625000 Penalty: 4469.957520
	Iteration 45Q: 3 clusters Score -850645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -850649.062500 Penalty: 4469.957520
	Iteration 46Q: 3 clusters Score -850649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -850652.250000 Penalty: 4469.957520
	Iteration 47Q: 3 clusters Score -850652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -850654.125000 Penalty: 4469.957520
	Iteration 48Q: 3 clusters Score -850654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -850657.000000 Penalty: 4469.957520
	Iteration 49Q: 3 clusters Score -850657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -850659.062500 Penalty: 4469.957520
	Iteration 50Q: 3 clusters Score -850659.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -850662.062500 Penalty: 4469.957520
	Iteration 51Q: 3 clusters Score -850662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -850669.562500 Penalty: 4469.957520
	Iteration 52Q: 3 clusters Score -850669.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -850670.000000 Penalty: 4469.957520
	Iteration 53Q: 3 clusters Score -850670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -850674.312500 Penalty: 4469.957520
	Iteration 54Q: 3 clusters Score -850674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -850676.937500 Penalty: 4469.957520
	Iteration 55Q: 3 clusters Score -850676.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -850676.062500 Penalty: 4469.957520
	Iteration 56Q: 3 clusters Score -850676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -850677.250000 Penalty: 4469.957520
	Iteration 57Q: 3 clusters Score -850677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -850678.750000 Penalty: 4469.957520
	Iteration 58Q: 3 clusters Score -850678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -850680.875000 Penalty: 4469.957520
	Iteration 59Q: 3 clusters Score -850680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -850682.562500 Penalty: 4469.957520
	Iteration 60F: 3 clusters Score -850682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -850687.250000 Penalty: 4469.957520
	Iteration 61Q: 3 clusters Score -850687.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -850693.125000 Penalty: 4469.957520
	Iteration 62Q: 3 clusters Score -850693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -850695.750000 Penalty: 4469.957520
	Iteration 63Q: 3 clusters Score -850695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -850698.812500 Penalty: 4469.957520
	Iteration 64Q: 3 clusters Score -850698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -850702.187500 Penalty: 4469.957520
	Iteration 65Q: 3 clusters Score -850702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -850702.125000 Penalty: 4469.957520
	Iteration 66Q: 3 clusters Score -850702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -850706.687500 Penalty: 4469.957520
	Iteration 67Q: 3 clusters Score -850706.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -850708.312500 Penalty: 4469.957520
	Iteration 68Q: 3 clusters Score -850708.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -850710.875000 Penalty: 4469.957520
	Iteration 69Q: 3 clusters Score -850710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -850712.437500 Penalty: 4469.957520
	Iteration 70Q: 3 clusters Score -850712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -850713.625000 Penalty: 4469.957520
	Iteration 71Q: 3 clusters Score -850713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -850714.000000 Penalty: 4469.957520
	Iteration 72Q: 3 clusters Score -850714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -850715.187500 Penalty: 4469.957520
	Iteration 73Q: 3 clusters Score -850715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -850719.875000 Penalty: 4469.957520
	Iteration 74Q: 3 clusters Score -850719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -850725.062500 Penalty: 4469.957520
	Iteration 75Q: 3 clusters Score -850725.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -850726.375000 Penalty: 4469.957520
	Iteration 76Q: 3 clusters Score -850726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -850730.937500 Penalty: 4469.957520
	Iteration 77Q: 3 clusters Score -850730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -850733.812500 Penalty: 4469.957520
	Iteration 78Q: 3 clusters Score -850733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -850736.812500 Penalty: 4469.957520
	Iteration 79Q: 3 clusters Score -850736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -850736.812500 Penalty: 4469.957520
	Iteration 80F: 3 clusters Score -850736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -850738.812500 Penalty: 4469.957520
	Iteration 81Q: 3 clusters Score -850738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -850741.312500 Penalty: 4469.957520
	Iteration 82Q: 3 clusters Score -850741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -850741.562500 Penalty: 4469.957520
	Iteration 83Q: 3 clusters Score -850741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -850741.625000 Penalty: 4469.957520
	Iteration 84Q: 3 clusters Score -850741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -850740.625000 Penalty: 4469.957520
	Iteration 85Q: 3 clusters Score -850740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -850742.500000 Penalty: 4469.957520
	Iteration 86Q: 3 clusters Score -850742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -850742.500000 Penalty: 4469.957520
	Iteration 87Q: 3 clusters Score -850742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -850742.500000 Penalty: 4469.957520
	Iteration 88F: 3 clusters Score -850742.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -33001.730469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -33001.73 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 150 members 
Entering Unmasked Estep 
Score: -31686.320312 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31686.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31784.148438 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31784.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31801.476562 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31801.48 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: -31807.474609 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31807.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31815.800781 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31815.800781 Penalty: 2850.116943
	Iteration 5F: 3 clusters Score -31815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Entering Unmasked Estep 
Score: -949865.500000 Penalty: 2258.337891
	Iteration 0F: 2 clusters Score -949865.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -942825.375000 Penalty: 4516.675781
	Iteration 0F: 3 clusters Score -942825.4 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -944830.812500 Penalty: 4516.675781
	Iteration 1F: 3 clusters Score -944830.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -945226.062500 Penalty: 4516.675781
	Iteration 2F: 3 clusters Score -945226.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -945550.000000 Penalty: 4516.675781
	Iteration 3F: 3 clusters Score -945550 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -945835.312500 Penalty: 4516.675781
	Iteration 4F: 3 clusters Score -945835.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -946122.437500 Penalty: 4516.675781
	Iteration 5F: 3 clusters Score -946122.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -946416.250000 Penalty: 4516.675781
	Iteration 6F: 3 clusters Score -946416.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -946713.750000 Penalty: 4516.675781
	Iteration 7Q: 3 clusters Score -946713.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -946997.875000 Penalty: 4516.675781
	Iteration 8Q: 3 clusters Score -946997.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -947283.062500 Penalty: 4516.675781
	Iteration 9Q: 3 clusters Score -947283.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -947560.312500 Penalty: 4516.675781
	Iteration 10Q: 3 clusters Score -947560.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -947803.437500 Penalty: 4516.675781
	Iteration 11Q: 3 clusters Score -947803.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -948005.000000 Penalty: 4516.675781
	Iteration 12Q: 3 clusters Score -948005 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -948180.437500 Penalty: 4516.675781
	Iteration 13Q: 3 clusters Score -948180.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -948295.312500 Penalty: 4516.675781
	Iteration 14Q: 3 clusters Score -948295.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -948369.812500 Penalty: 4516.675781
	Iteration 15Q: 3 clusters Score -948369.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -948422.062500 Penalty: 4516.675781
	Iteration 16Q: 3 clusters Score -948422.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -948460.375000 Penalty: 4516.675781
	Iteration 17Q: 3 clusters Score -948460.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -948495.000000 Penalty: 4516.675781
	Iteration 18Q: 3 clusters Score -948495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -948536.187500 Penalty: 4516.675781
	Iteration 19Q: 3 clusters Score -948536.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -948555.437500 Penalty: 4516.675781
	Iteration 20F: 3 clusters Score -948555.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -948566.687500 Penalty: 4516.675781
	Iteration 21Q: 3 clusters Score -948566.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -948567.750000 Penalty: 4516.675781
	Iteration 22Q: 3 clusters Score -948567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -948570.625000 Penalty: 4516.675781
	Iteration 23Q: 3 clusters Score -948570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -948573.437500 Penalty: 4516.675781
	Iteration 24Q: 3 clusters Score -948573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -948574.812500 Penalty: 4516.675781
	Iteration 25Q: 3 clusters Score -948574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -948577.625000 Penalty: 4516.675781
	Iteration 26Q: 3 clusters Score -948577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -948581.812500 Penalty: 4516.675781
	Iteration 27Q: 3 clusters Score -948581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -948581.187500 Penalty: 4516.675781
	Iteration 28Q: 3 clusters Score -948581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -948583.000000 Penalty: 4516.675781
	Iteration 29Q: 3 clusters Score -948583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -948583.875000 Penalty: 4516.675781
	Iteration 30Q: 3 clusters Score -948583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -948585.000000 Penalty: 4516.675781
	Iteration 31Q: 3 clusters Score -948585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -948586.750000 Penalty: 4516.675781
	Iteration 32Q: 3 clusters Score -948586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -948589.875000 Penalty: 4516.675781
	Iteration 33Q: 3 clusters Score -948589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -948589.812500 Penalty: 4516.675781
	Iteration 34Q: 3 clusters Score -948589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -948591.187500 Penalty: 4516.675781
	Iteration 35Q: 3 clusters Score -948591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -948590.812500 Penalty: 4516.675781
	Iteration 36Q: 3 clusters Score -948590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -948590.812500 Penalty: 4516.675781
	Iteration 37F: 3 clusters Score -948590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Entering Unmasked Estep 
Score: -756985.062500 Penalty: 2201.001953
	Iteration 0F: 2 clusters Score -756985.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -751193.000000 Penalty: 4402.003906
	Iteration 0F: 3 clusters Score -751193 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -752663.750000 Penalty: 4402.003906
	Iteration 1F: 3 clusters Score -752663.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -752921.250000 Penalty: 4402.003906
	Iteration 2F: 3 clusters Score -752921.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -753179.062500 Penalty: 4402.003906
	Iteration 3F: 3 clusters Score -753179.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -753527.500000 Penalty: 4402.003906
	Iteration 4F: 3 clusters Score -753527.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -753927.437500 Penalty: 4402.003906
	Iteration 5F: 3 clusters Score -753927.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -754286.187500 Penalty: 4402.003906
	Iteration 6F: 3 clusters Score -754286.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -754586.750000 Penalty: 4402.003906
	Iteration 7F: 3 clusters Score -754586.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -754813.312500 Penalty: 4402.003906
	Iteration 8Q: 3 clusters Score -754813.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -754939.500000 Penalty: 4402.003906
	Iteration 9Q: 3 clusters Score -754939.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -755028.750000 Penalty: 4402.003906
	Iteration 10Q: 3 clusters Score -755028.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -755086.250000 Penalty: 4402.003906
	Iteration 11Q: 3 clusters Score -755086.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -755137.812500 Penalty: 4402.003906
	Iteration 12Q: 3 clusters Score -755137.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -755181.375000 Penalty: 4402.003906
	Iteration 13Q: 3 clusters Score -755181.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -755213.312500 Penalty: 4402.003906
	Iteration 14Q: 3 clusters Score -755213.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -755241.937500 Penalty: 4402.003906
	Iteration 15Q: 3 clusters Score -755241.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -755270.062500 Penalty: 4402.003906
	Iteration 16Q: 3 clusters Score -755270.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -755296.375000 Penalty: 4402.003906
	Iteration 17Q: 3 clusters Score -755296.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -755332.000000 Penalty: 4402.003906
	Iteration 18Q: 3 clusters Score -755332 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -755373.500000 Penalty: 4402.003906
	Iteration 19Q: 3 clusters Score -755373.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -755429.000000 Penalty: 4402.003906
	Iteration 20F: 3 clusters Score -755429 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -755493.437500 Penalty: 4402.003906
	Iteration 21Q: 3 clusters Score -755493.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -755575.875000 Penalty: 4402.003906
	Iteration 22Q: 3 clusters Score -755575.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -755651.875000 Penalty: 4402.003906
	Iteration 23Q: 3 clusters Score -755651.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -755728.625000 Penalty: 4402.003906
	Iteration 24Q: 3 clusters Score -755728.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -755809.875000 Penalty: 4402.003906
	Iteration 25Q: 3 clusters Score -755809.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -755921.875000 Penalty: 4402.003906
	Iteration 26Q: 3 clusters Score -755921.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -756034.375000 Penalty: 4402.003906
	Iteration 27Q: 3 clusters Score -756034.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -756148.562500 Penalty: 4402.003906
	Iteration 28Q: 3 clusters Score -756148.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -756245.625000 Penalty: 4402.003906
	Iteration 29Q: 3 clusters Score -756245.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -756294.187500 Penalty: 4402.003906
	Iteration 30Q: 3 clusters Score -756294.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -756323.812500 Penalty: 4402.003906
	Iteration 31Q: 3 clusters Score -756323.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -756342.687500 Penalty: 4402.003906
	Iteration 32Q: 3 clusters Score -756342.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -756358.250000 Penalty: 4402.003906
	Iteration 33Q: 3 clusters Score -756358.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -756366.937500 Penalty: 4402.003906
	Iteration 34Q: 3 clusters Score -756366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -756369.625000 Penalty: 4402.003906
	Iteration 35Q: 3 clusters Score -756369.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -756373.812500 Penalty: 4402.003906
	Iteration 36Q: 3 clusters Score -756373.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -756377.375000 Penalty: 4402.003906
	Iteration 37Q: 3 clusters Score -756377.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -756381.250000 Penalty: 4402.003906
	Iteration 38Q: 3 clusters Score -756381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -756382.500000 Penalty: 4402.003906
	Iteration 39Q: 3 clusters Score -756382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -756382.562500 Penalty: 4402.003906
	Iteration 40F: 3 clusters Score -756382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -756384.625000 Penalty: 4402.003906
	Iteration 41Q: 3 clusters Score -756384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -756384.062500 Penalty: 4402.003906
	Iteration 42Q: 3 clusters Score -756384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -756385.875000 Penalty: 4402.003906
	Iteration 43Q: 3 clusters Score -756385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -756384.875000 Penalty: 4402.003906
	Iteration 44Q: 3 clusters Score -756384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -756386.875000 Penalty: 4402.003906
	Iteration 45Q: 3 clusters Score -756386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -756383.687500 Penalty: 4402.003906
	Iteration 46Q: 3 clusters Score -756383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -756386.375000 Penalty: 4402.003906
	Iteration 47Q: 3 clusters Score -756386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -756386.375000 Penalty: 4402.003906
	Iteration 48Q: 3 clusters Score -756386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -756385.375000 Penalty: 4402.003906
	Iteration 49Q: 3 clusters Score -756385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -756384.875000 Penalty: 4402.003906
	Iteration 50Q: 3 clusters Score -756384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -756386.187500 Penalty: 4402.003906
	Iteration 51Q: 3 clusters Score -756386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -756386.875000 Penalty: 4402.003906
	Iteration 52Q: 3 clusters Score -756386.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -756386.562500 Penalty: 4402.003906
	Iteration 53Q: 3 clusters Score -756386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -756386.625000 Penalty: 4402.003906
	Iteration 54Q: 3 clusters Score -756386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -756386.625000 Penalty: 4402.003906
	Iteration 55F: 3 clusters Score -756386.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (53063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Entering Unmasked Estep 
Score: -6040960.000000 Penalty: 2698.050293
	Iteration 0F: 2 clusters Score -6040960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -6005244.500000 Penalty: 5396.100586
	Iteration 0F: 3 clusters Score -6005244 nChanged 24562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -6018805.500000 Penalty: 5396.100586
	Iteration 1F: 3 clusters Score -6018806 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -6019445.500000 Penalty: 5396.100586
	Iteration 2Q: 3 clusters Score -6019446 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -6020254.000000 Penalty: 5396.100586
	Iteration 3Q: 3 clusters Score -6020254 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -6021321.000000 Penalty: 5396.100586
	Iteration 4Q: 3 clusters Score -6021321 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -6022628.500000 Penalty: 5396.100586
	Iteration 5F: 3 clusters Score -6022628 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -6024427.000000 Penalty: 5396.100586
	Iteration 6F: 3 clusters Score -6024427 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -6026688.000000 Penalty: 5396.100586
	Iteration 7F: 3 clusters Score -6026688 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -6029409.500000 Penalty: 5396.100586
	Iteration 8F: 3 clusters Score -6029410 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -6032152.000000 Penalty: 5396.100586
	Iteration 9F: 3 clusters Score -6032152 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -6034587.500000 Penalty: 5396.100586
	Iteration 10Q: 3 clusters Score -6034588 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -6036531.000000 Penalty: 5396.100586
	Iteration 11Q: 3 clusters Score -6036531 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -6037611.500000 Penalty: 5396.100586
	Iteration 12Q: 3 clusters Score -6037612 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -6038082.000000 Penalty: 5396.100586
	Iteration 13Q: 3 clusters Score -6038082 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -6038312.500000 Penalty: 5396.100586
	Iteration 14Q: 3 clusters Score -6038312 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6038439.000000 Penalty: 5396.100586
	Iteration 15Q: 3 clusters Score -6038439 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6038544.000000 Penalty: 5396.100586
	Iteration 16Q: 3 clusters Score -6038544 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6038621.000000 Penalty: 5396.100586
	Iteration 17Q: 3 clusters Score -6038621 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6038657.500000 Penalty: 5396.100586
	Iteration 18Q: 3 clusters Score -6038658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -6038706.500000 Penalty: 5396.100586
	Iteration 19Q: 3 clusters Score -6038706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6038721.000000 Penalty: 5396.100586
	Iteration 20F: 3 clusters Score -6038721 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6038738.000000 Penalty: 5396.100586
	Iteration 21Q: 3 clusters Score -6038738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -6038753.000000 Penalty: 5396.100586
	Iteration 22Q: 3 clusters Score -6038753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6038773.000000 Penalty: 5396.100586
	Iteration 23Q: 3 clusters Score -6038773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6038785.500000 Penalty: 5396.100586
	Iteration 24Q: 3 clusters Score -6038786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6038786.500000 Penalty: 5396.100586
	Iteration 25Q: 3 clusters Score -6038786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6038798.000000 Penalty: 5396.100586
	Iteration 26Q: 3 clusters Score -6038798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6038804.000000 Penalty: 5396.100586
	Iteration 27Q: 3 clusters Score -6038804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6038797.500000 Penalty: 5396.100586
	Iteration 28Q: 3 clusters Score -6038798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6038818.500000 Penalty: 5396.100586
	Iteration 29Q: 3 clusters Score -6038818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6038830.500000 Penalty: 5396.100586
	Iteration 30Q: 3 clusters Score -6038830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6038837.000000 Penalty: 5396.100586
	Iteration 31Q: 3 clusters Score -6038837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6038831.000000 Penalty: 5396.100586
	Iteration 32Q: 3 clusters Score -6038831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6038836.000000 Penalty: 5396.100586
	Iteration 33Q: 3 clusters Score -6038836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6038842.000000 Penalty: 5396.100586
	Iteration 34Q: 3 clusters Score -6038842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6038848.000000 Penalty: 5396.100586
	Iteration 35Q: 3 clusters Score -6038848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6038841.500000 Penalty: 5396.100586
	Iteration 36Q: 3 clusters Score -6038842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6038841.500000 Penalty: 5396.100586
	Iteration 37Q: 3 clusters Score -6038842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6038849.000000 Penalty: 5396.100586
	Iteration 38Q: 3 clusters Score -6038849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6038862.500000 Penalty: 5396.100586
	Iteration 39Q: 3 clusters Score -6038862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6038858.000000 Penalty: 5396.100586
	Iteration 40F: 3 clusters Score -6038858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6038856.000000 Penalty: 5396.100586
	Iteration 41Q: 3 clusters Score -6038856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6038864.500000 Penalty: 5396.100586
	Iteration 42Q: 3 clusters Score -6038864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6038862.000000 Penalty: 5396.100586
	Iteration 43Q: 3 clusters Score -6038862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6038866.000000 Penalty: 5396.100586
	Iteration 44Q: 3 clusters Score -6038866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6038863.500000 Penalty: 5396.100586
	Iteration 45Q: 3 clusters Score -6038864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6038865.000000 Penalty: 5396.100586
	Iteration 46Q: 3 clusters Score -6038865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6038860.000000 Penalty: 5396.100586
	Iteration 47Q: 3 clusters Score -6038860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6038862.000000 Penalty: 5396.100586
	Iteration 48Q: 3 clusters Score -6038862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6038870.000000 Penalty: 5396.100586
	Iteration 49Q: 3 clusters Score -6038870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6038865.500000 Penalty: 5396.100586
	Iteration 50Q: 3 clusters Score -6038866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6038858.500000 Penalty: 5396.100586
	Iteration 51Q: 3 clusters Score -6038858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6038868.000000 Penalty: 5396.100586
	Iteration 52Q: 3 clusters Score -6038868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6038869.000000 Penalty: 5396.100586
	Iteration 53Q: 3 clusters Score -6038869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6038874.000000 Penalty: 5396.100586
	Iteration 54Q: 3 clusters Score -6038874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6038869.500000 Penalty: 5396.100586
	Iteration 55Q: 3 clusters Score -6038870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6038872.500000 Penalty: 5396.100586
	Iteration 56Q: 3 clusters Score -6038872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6038872.500000 Penalty: 5396.100586
	Iteration 57Q: 3 clusters Score -6038872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6038875.000000 Penalty: 5396.100586
	Iteration 58Q: 3 clusters Score -6038875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6038874.000000 Penalty: 5396.100586
	Iteration 59Q: 3 clusters Score -6038874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6038879.500000 Penalty: 5396.100586
	Iteration 60F: 3 clusters Score -6038880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6038880.500000 Penalty: 5396.100586
	Iteration 61Q: 3 clusters Score -6038880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6038873.500000 Penalty: 5396.100586
	Iteration 62Q: 3 clusters Score -6038874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6038874.000000 Penalty: 5396.100586
	Iteration 63Q: 3 clusters Score -6038874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6038874.000000 Penalty: 5396.100586
	Iteration 64Q: 3 clusters Score -6038874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6038875.500000 Penalty: 5396.100586
	Iteration 65Q: 3 clusters Score -6038876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6038876.500000 Penalty: 5396.100586
	Iteration 66Q: 3 clusters Score -6038876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6038880.000000 Penalty: 5396.100586
	Iteration 67Q: 3 clusters Score -6038880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6038880.000000 Penalty: 5396.100586
	Iteration 68Q: 3 clusters Score -6038880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6038880.000000 Penalty: 5396.100586
	Iteration 69F: 3 clusters Score -6038880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Entering Unmasked Estep 
Score: -1886435.500000 Penalty: 2410.541504
	Iteration 0F: 2 clusters Score -1886436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1874510.000000 Penalty: 4821.083008
	Iteration 0F: 3 clusters Score -1874510 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1878488.625000 Penalty: 4821.083008
	Iteration 1F: 3 clusters Score -1878489 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1878883.750000 Penalty: 4821.083008
	Iteration 2F: 3 clusters Score -1878884 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1879249.375000 Penalty: 4821.083008
	Iteration 3Q: 3 clusters Score -1879249 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1879641.500000 Penalty: 4821.083008
	Iteration 4Q: 3 clusters Score -1879642 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1880063.750000 Penalty: 4821.083008
	Iteration 5F: 3 clusters Score -1880064 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1880593.000000 Penalty: 4821.083008
	Iteration 6F: 3 clusters Score -1880593 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1881254.625000 Penalty: 4821.083008
	Iteration 7F: 3 clusters Score -1881255 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1881998.375000 Penalty: 4821.083008
	Iteration 8F: 3 clusters Score -1881998 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1882675.250000 Penalty: 4821.083008
	Iteration 9F: 3 clusters Score -1882675 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1883175.625000 Penalty: 4821.083008
	Iteration 10Q: 3 clusters Score -1883176 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1883543.625000 Penalty: 4821.083008
	Iteration 11Q: 3 clusters Score -1883544 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1883802.875000 Penalty: 4821.083008
	Iteration 12Q: 3 clusters Score -1883803 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1883995.250000 Penalty: 4821.083008
	Iteration 13Q: 3 clusters Score -1883995 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1884122.625000 Penalty: 4821.083008
	Iteration 14Q: 3 clusters Score -1884123 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1884197.000000 Penalty: 4821.083008
	Iteration 15Q: 3 clusters Score -1884197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1884247.000000 Penalty: 4821.083008
	Iteration 16Q: 3 clusters Score -1884247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1884280.625000 Penalty: 4821.083008
	Iteration 17Q: 3 clusters Score -1884281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1884306.000000 Penalty: 4821.083008
	Iteration 18Q: 3 clusters Score -1884306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1884317.750000 Penalty: 4821.083008
	Iteration 19Q: 3 clusters Score -1884318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1884327.875000 Penalty: 4821.083008
	Iteration 20F: 3 clusters Score -1884328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1884341.375000 Penalty: 4821.083008
	Iteration 21Q: 3 clusters Score -1884341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1884351.250000 Penalty: 4821.083008
	Iteration 22Q: 3 clusters Score -1884351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1884351.375000 Penalty: 4821.083008
	Iteration 23Q: 3 clusters Score -1884351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1884360.625000 Penalty: 4821.083008
	Iteration 24Q: 3 clusters Score -1884361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1884363.500000 Penalty: 4821.083008
	Iteration 25Q: 3 clusters Score -1884364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1884367.750000 Penalty: 4821.083008
	Iteration 26Q: 3 clusters Score -1884368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1884370.375000 Penalty: 4821.083008
	Iteration 27Q: 3 clusters Score -1884370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1884374.500000 Penalty: 4821.083008
	Iteration 28Q: 3 clusters Score -1884374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1884383.750000 Penalty: 4821.083008
	Iteration 29Q: 3 clusters Score -1884384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1884387.625000 Penalty: 4821.083008
	Iteration 30Q: 3 clusters Score -1884388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1884395.500000 Penalty: 4821.083008
	Iteration 31Q: 3 clusters Score -1884396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1884399.500000 Penalty: 4821.083008
	Iteration 32Q: 3 clusters Score -1884400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1884403.875000 Penalty: 4821.083008
	Iteration 33Q: 3 clusters Score -1884404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1884410.000000 Penalty: 4821.083008
	Iteration 34Q: 3 clusters Score -1884410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1884412.000000 Penalty: 4821.083008
	Iteration 35Q: 3 clusters Score -1884412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1884416.250000 Penalty: 4821.083008
	Iteration 36Q: 3 clusters Score -1884416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1884418.375000 Penalty: 4821.083008
	Iteration 37Q: 3 clusters Score -1884418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1884419.125000 Penalty: 4821.083008
	Iteration 38Q: 3 clusters Score -1884419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1884422.000000 Penalty: 4821.083008
	Iteration 39Q: 3 clusters Score -1884422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1884427.125000 Penalty: 4821.083008
	Iteration 40F: 3 clusters Score -1884427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1884427.750000 Penalty: 4821.083008
	Iteration 41Q: 3 clusters Score -1884428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1884431.125000 Penalty: 4821.083008
	Iteration 42Q: 3 clusters Score -1884431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1884432.750000 Penalty: 4821.083008
	Iteration 43Q: 3 clusters Score -1884433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1884439.000000 Penalty: 4821.083008
	Iteration 44Q: 3 clusters Score -1884439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1884438.250000 Penalty: 4821.083008
	Iteration 45Q: 3 clusters Score -1884438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1884439.625000 Penalty: 4821.083008
	Iteration 46Q: 3 clusters Score -1884440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1884440.500000 Penalty: 4821.083008
	Iteration 47Q: 3 clusters Score -1884440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1884443.625000 Penalty: 4821.083008
	Iteration 48Q: 3 clusters Score -1884444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1884443.625000 Penalty: 4821.083008
	Iteration 49F: 3 clusters Score -1884444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (44479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Entering Unmasked Estep 
Score: -5037417.500000 Penalty: 2654.287598
	Iteration 0F: 2 clusters Score -5037418 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 22161 members 
Entering Unmasked Estep 
Score: -5007348.500000 Penalty: 5308.575195
	Iteration 0F: 3 clusters Score -5007348 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5018513.500000 Penalty: 5308.575195
	Iteration 1F: 3 clusters Score -5018514 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5019022.000000 Penalty: 5308.575195
	Iteration 2Q: 3 clusters Score -5019022 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -5019582.000000 Penalty: 5308.575195
	Iteration 3Q: 3 clusters Score -5019582 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5020273.000000 Penalty: 5308.575195
	Iteration 4Q: 3 clusters Score -5020273 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -5021273.500000 Penalty: 5308.575195
	Iteration 5Q: 3 clusters Score -5021274 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -5022782.000000 Penalty: 5308.575195
	Iteration 6F: 3 clusters Score -5022782 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -5024860.000000 Penalty: 5308.575195
	Iteration 7F: 3 clusters Score -5024860 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -5027562.500000 Penalty: 5308.575195
	Iteration 8F: 3 clusters Score -5027562 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -5030256.500000 Penalty: 5308.575195
	Iteration 9F: 3 clusters Score -5030256 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5032368.000000 Penalty: 5308.575195
	Iteration 10F: 3 clusters Score -5032368 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5033733.500000 Penalty: 5308.575195
	Iteration 11Q: 3 clusters Score -5033734 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5034424.500000 Penalty: 5308.575195
	Iteration 12Q: 3 clusters Score -5034424 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5034781.000000 Penalty: 5308.575195
	Iteration 13Q: 3 clusters Score -5034781 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5034949.000000 Penalty: 5308.575195
	Iteration 14Q: 3 clusters Score -5034949 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5035053.000000 Penalty: 5308.575195
	Iteration 15Q: 3 clusters Score -5035053 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5035103.500000 Penalty: 5308.575195
	Iteration 16Q: 3 clusters Score -5035104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5035125.000000 Penalty: 5308.575195
	Iteration 17Q: 3 clusters Score -5035125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5035156.500000 Penalty: 5308.575195
	Iteration 18Q: 3 clusters Score -5035156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5035171.500000 Penalty: 5308.575195
	Iteration 19Q: 3 clusters Score -5035172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5035190.500000 Penalty: 5308.575195
	Iteration 20F: 3 clusters Score -5035190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5035200.000000 Penalty: 5308.575195
	Iteration 21Q: 3 clusters Score -5035200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5035204.500000 Penalty: 5308.575195
	Iteration 22Q: 3 clusters Score -5035204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5035205.000000 Penalty: 5308.575195
	Iteration 23Q: 3 clusters Score -5035205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5035202.500000 Penalty: 5308.575195
	Iteration 24Q: 3 clusters Score -5035202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5035207.000000 Penalty: 5308.575195
	Iteration 25Q: 3 clusters Score -5035207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5035207.000000 Penalty: 5308.575195
	Iteration 26F: 3 clusters Score -5035207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (13912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Entering Unmasked Estep 
Score: -1535241.000000 Penalty: 2366.045898
	Iteration 0F: 2 clusters Score -1535241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1525128.875000 Penalty: 4732.091797
	Iteration 0F: 3 clusters Score -1525129 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1528223.250000 Penalty: 4732.091797
	Iteration 1F: 3 clusters Score -1528223 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1528537.875000 Penalty: 4732.091797
	Iteration 2F: 3 clusters Score -1528538 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1528830.625000 Penalty: 4732.091797
	Iteration 3Q: 3 clusters Score -1528831 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1529092.000000 Penalty: 4732.091797
	Iteration 4Q: 3 clusters Score -1529092 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1529343.875000 Penalty: 4732.091797
	Iteration 5Q: 3 clusters Score -1529344 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1529621.875000 Penalty: 4732.091797
	Iteration 6Q: 3 clusters Score -1529622 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1529963.375000 Penalty: 4732.091797
	Iteration 7Q: 3 clusters Score -1529963 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1530433.500000 Penalty: 4732.091797
	Iteration 8Q: 3 clusters Score -1530434 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1531124.875000 Penalty: 4732.091797
	Iteration 9F: 3 clusters Score -1531125 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1531923.500000 Penalty: 4732.091797
	Iteration 10F: 3 clusters Score -1531924 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1532636.000000 Penalty: 4732.091797
	Iteration 11F: 3 clusters Score -1532636 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1533104.250000 Penalty: 4732.091797
	Iteration 12Q: 3 clusters Score -1533104 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1533375.625000 Penalty: 4732.091797
	Iteration 13Q: 3 clusters Score -1533376 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1533543.625000 Penalty: 4732.091797
	Iteration 14Q: 3 clusters Score -1533544 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1533637.375000 Penalty: 4732.091797
	Iteration 15Q: 3 clusters Score -1533637 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1533696.625000 Penalty: 4732.091797
	Iteration 16Q: 3 clusters Score -1533697 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1533745.000000 Penalty: 4732.091797
	Iteration 17Q: 3 clusters Score -1533745 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1533779.125000 Penalty: 4732.091797
	Iteration 18Q: 3 clusters Score -1533779 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1533807.125000 Penalty: 4732.091797
	Iteration 19Q: 3 clusters Score -1533807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1533831.250000 Penalty: 4732.091797
	Iteration 20F: 3 clusters Score -1533831 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1533842.000000 Penalty: 4732.091797
	Iteration 21Q: 3 clusters Score -1533842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1533857.125000 Penalty: 4732.091797
	Iteration 22Q: 3 clusters Score -1533857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1533875.250000 Penalty: 4732.091797
	Iteration 23Q: 3 clusters Score -1533875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1533884.250000 Penalty: 4732.091797
	Iteration 24Q: 3 clusters Score -1533884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1533898.125000 Penalty: 4732.091797
	Iteration 25Q: 3 clusters Score -1533898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1533909.500000 Penalty: 4732.091797
	Iteration 26Q: 3 clusters Score -1533910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1533917.375000 Penalty: 4732.091797
	Iteration 27Q: 3 clusters Score -1533917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1533924.625000 Penalty: 4732.091797
	Iteration 28Q: 3 clusters Score -1533925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1533933.750000 Penalty: 4732.091797
	Iteration 29Q: 3 clusters Score -1533934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1533944.750000 Penalty: 4732.091797
	Iteration 30Q: 3 clusters Score -1533945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1533955.000000 Penalty: 4732.091797
	Iteration 31Q: 3 clusters Score -1533955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1533967.000000 Penalty: 4732.091797
	Iteration 32Q: 3 clusters Score -1533967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1533979.125000 Penalty: 4732.091797
	Iteration 33Q: 3 clusters Score -1533979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1533985.000000 Penalty: 4732.091797
	Iteration 34Q: 3 clusters Score -1533985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1533995.750000 Penalty: 4732.091797
	Iteration 35Q: 3 clusters Score -1533996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1534032.500000 Penalty: 4732.091797
	Iteration 36Q: 3 clusters Score -1534032 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1534067.375000 Penalty: 4732.091797
	Iteration 37Q: 3 clusters Score -1534067 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1534101.375000 Penalty: 4732.091797
	Iteration 38Q: 3 clusters Score -1534101 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1534152.375000 Penalty: 4732.091797
	Iteration 39Q: 3 clusters Score -1534152 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1534193.500000 Penalty: 4732.091797
	Iteration 40F: 3 clusters Score -1534194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1534229.250000 Penalty: 4732.091797
	Iteration 41Q: 3 clusters Score -1534229 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1534264.625000 Penalty: 4732.091797
	Iteration 42Q: 3 clusters Score -1534265 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1534295.500000 Penalty: 4732.091797
	Iteration 43Q: 3 clusters Score -1534296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1534327.750000 Penalty: 4732.091797
	Iteration 44Q: 3 clusters Score -1534328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1534371.625000 Penalty: 4732.091797
	Iteration 45Q: 3 clusters Score -1534372 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1534408.500000 Penalty: 4732.091797
	Iteration 46Q: 3 clusters Score -1534408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1534443.250000 Penalty: 4732.091797
	Iteration 47Q: 3 clusters Score -1534443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1534480.125000 Penalty: 4732.091797
	Iteration 48Q: 3 clusters Score -1534480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1534507.125000 Penalty: 4732.091797
	Iteration 49Q: 3 clusters Score -1534507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1534534.875000 Penalty: 4732.091797
	Iteration 50Q: 3 clusters Score -1534535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1534569.500000 Penalty: 4732.091797
	Iteration 51Q: 3 clusters Score -1534570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1534614.250000 Penalty: 4732.091797
	Iteration 52Q: 3 clusters Score -1534614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1534659.375000 Penalty: 4732.091797
	Iteration 53Q: 3 clusters Score -1534659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1534719.875000 Penalty: 4732.091797
	Iteration 54Q: 3 clusters Score -1534720 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1534789.875000 Penalty: 4732.091797
	Iteration 55Q: 3 clusters Score -1534790 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1534865.375000 Penalty: 4732.091797
	Iteration 56Q: 3 clusters Score -1534865 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1534945.250000 Penalty: 4732.091797
	Iteration 57Q: 3 clusters Score -1534945 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1535028.375000 Penalty: 4732.091797
	Iteration 58Q: 3 clusters Score -1535028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1535092.750000 Penalty: 4732.091797
	Iteration 59Q: 3 clusters Score -1535093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1535137.625000 Penalty: 4732.091797
	Iteration 60F: 3 clusters Score -1535138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1535152.000000 Penalty: 4732.091797
	Iteration 61Q: 3 clusters Score -1535152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1535163.250000 Penalty: 4732.091797
	Iteration 62Q: 3 clusters Score -1535163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1535165.375000 Penalty: 4732.091797
	Iteration 63Q: 3 clusters Score -1535165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1535166.500000 Penalty: 4732.091797
	Iteration 64Q: 3 clusters Score -1535166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1535167.250000 Penalty: 4732.091797
	Iteration 65Q: 3 clusters Score -1535167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1535170.750000 Penalty: 4732.091797
	Iteration 66Q: 3 clusters Score -1535171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1535171.500000 Penalty: 4732.091797
	Iteration 67Q: 3 clusters Score -1535172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1535174.250000 Penalty: 4732.091797
	Iteration 68Q: 3 clusters Score -1535174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1535177.625000 Penalty: 4732.091797
	Iteration 69Q: 3 clusters Score -1535178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1535175.625000 Penalty: 4732.091797
	Iteration 70Q: 3 clusters Score -1535176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1535174.250000 Penalty: 4732.091797
	Iteration 71Q: 3 clusters Score -1535174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1535174.500000 Penalty: 4732.091797
	Iteration 72Q: 3 clusters Score -1535174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1535175.250000 Penalty: 4732.091797
	Iteration 73Q: 3 clusters Score -1535175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1535177.625000 Penalty: 4732.091797
	Iteration 74Q: 3 clusters Score -1535178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1535177.500000 Penalty: 4732.091797
	Iteration 75Q: 3 clusters Score -1535178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1535178.750000 Penalty: 4732.091797
	Iteration 76Q: 3 clusters Score -1535179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1535178.750000 Penalty: 4732.091797
	Iteration 77F: 3 clusters Score -1535179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1247308.125000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1247308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1238967.750000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1238968 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1241647.500000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1241648 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1242271.625000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1242272 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1242788.500000 Penalty: 4619.957520
	Iteration 3F: 3 clusters Score -1242788 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1243258.125000 Penalty: 4619.957520
	Iteration 4F: 3 clusters Score -1243258 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1243701.125000 Penalty: 4619.957520
	Iteration 5F: 3 clusters Score -1243701 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1244095.750000 Penalty: 4619.957520
	Iteration 6F: 3 clusters Score -1244096 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1244421.500000 Penalty: 4619.957520
	Iteration 7Q: 3 clusters Score -1244422 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1244652.625000 Penalty: 4619.957520
	Iteration 8Q: 3 clusters Score -1244653 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1244844.500000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1244844 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1244987.375000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1244987 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1245105.875000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1245106 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1245205.000000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1245205 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1245271.125000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1245271 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1245330.125000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1245330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1245364.875000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1245365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1245404.750000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1245405 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1245453.875000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1245454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1245496.000000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1245496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1245544.875000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1245545 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1245610.750000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1245611 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1245685.750000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1245686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1245727.500000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1245728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1245752.750000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1245753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1245770.000000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1245770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1245790.000000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1245790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1245806.625000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1245807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1245821.375000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1245821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1245834.375000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1245834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1245845.000000 Penalty: 4619.957520
	Iteration 29Q: 3 clusters Score -1245845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1245851.125000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1245851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1245857.875000 Penalty: 4619.957520
	Iteration 31Q: 3 clusters Score -1245858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1245868.500000 Penalty: 4619.957520
	Iteration 32Q: 3 clusters Score -1245868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1245876.625000 Penalty: 4619.957520
	Iteration 33Q: 3 clusters Score -1245877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1245881.375000 Penalty: 4619.957520
	Iteration 34Q: 3 clusters Score -1245881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1245887.875000 Penalty: 4619.957520
	Iteration 35Q: 3 clusters Score -1245888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1245891.500000 Penalty: 4619.957520
	Iteration 36Q: 3 clusters Score -1245892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1245891.250000 Penalty: 4619.957520
	Iteration 37Q: 3 clusters Score -1245891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1245891.500000 Penalty: 4619.957520
	Iteration 38Q: 3 clusters Score -1245892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1245892.375000 Penalty: 4619.957520
	Iteration 39Q: 3 clusters Score -1245892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1245892.375000 Penalty: 4619.957520
	Iteration 40F: 3 clusters Score -1245892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1245893.625000 Penalty: 4619.957520
	Iteration 41Q: 3 clusters Score -1245894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1245895.875000 Penalty: 4619.957520
	Iteration 42Q: 3 clusters Score -1245896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1245896.875000 Penalty: 4619.957520
	Iteration 43Q: 3 clusters Score -1245897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1245895.875000 Penalty: 4619.957520
	Iteration 44Q: 3 clusters Score -1245896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1245895.500000 Penalty: 4619.957520
	Iteration 45Q: 3 clusters Score -1245896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1245895.500000 Penalty: 4619.957520
	Iteration 46Q: 3 clusters Score -1245896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1245897.375000 Penalty: 4619.957520
	Iteration 47Q: 3 clusters Score -1245897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1245896.625000 Penalty: 4619.957520
	Iteration 48Q: 3 clusters Score -1245897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1245896.125000 Penalty: 4619.957520
	Iteration 49Q: 3 clusters Score -1245896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1245896.125000 Penalty: 4619.957520
	Iteration 50F: 3 clusters Score -1245896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -361042.625000 Penalty: 2034.690796
	Iteration 0F: 2 clusters Score -361042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -357402.250000 Penalty: 4069.381592
	Iteration 0F: 3 clusters Score -357402.2 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -358430.312500 Penalty: 4069.381592
	Iteration 1F: 3 clusters Score -358430.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -358882.125000 Penalty: 4069.381592
	Iteration 2F: 3 clusters Score -358882.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -359224.531250 Penalty: 4069.381592
	Iteration 3F: 3 clusters Score -359224.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -359540.812500 Penalty: 4069.381592
	Iteration 4F: 3 clusters Score -359540.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -359787.500000 Penalty: 4069.381592
	Iteration 5F: 3 clusters Score -359787.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -359963.250000 Penalty: 4069.381592
	Iteration 6Q: 3 clusters Score -359963.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -360089.250000 Penalty: 4069.381592
	Iteration 7Q: 3 clusters Score -360089.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -360190.250000 Penalty: 4069.381592
	Iteration 8Q: 3 clusters Score -360190.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -360244.562500 Penalty: 4069.381592
	Iteration 9Q: 3 clusters Score -360244.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -360298.062500 Penalty: 4069.381592
	Iteration 10Q: 3 clusters Score -360298.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -360373.000000 Penalty: 4069.381592
	Iteration 11Q: 3 clusters Score -360373 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -360435.437500 Penalty: 4069.381592
	Iteration 12Q: 3 clusters Score -360435.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -360495.125000 Penalty: 4069.381592
	Iteration 13Q: 3 clusters Score -360495.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -360517.843750 Penalty: 4069.381592
	Iteration 14Q: 3 clusters Score -360517.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -360530.468750 Penalty: 4069.381592
	Iteration 15Q: 3 clusters Score -360530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -360538.281250 Penalty: 4069.381592
	Iteration 16Q: 3 clusters Score -360538.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -360545.093750 Penalty: 4069.381592
	Iteration 17Q: 3 clusters Score -360545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -360549.562500 Penalty: 4069.381592
	Iteration 18Q: 3 clusters Score -360549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -360550.812500 Penalty: 4069.381592
	Iteration 19Q: 3 clusters Score -360550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -360551.593750 Penalty: 4069.381592
	Iteration 20F: 3 clusters Score -360551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -360553.093750 Penalty: 4069.381592
	Iteration 21Q: 3 clusters Score -360553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -360554.781250 Penalty: 4069.381592
	Iteration 22Q: 3 clusters Score -360554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -360555.500000 Penalty: 4069.381592
	Iteration 23Q: 3 clusters Score -360555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -360557.406250 Penalty: 4069.381592
	Iteration 24Q: 3 clusters Score -360557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -360560.281250 Penalty: 4069.381592
	Iteration 25Q: 3 clusters Score -360560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -360561.562500 Penalty: 4069.381592
	Iteration 26Q: 3 clusters Score -360561.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -360564.625000 Penalty: 4069.381592
	Iteration 27Q: 3 clusters Score -360564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -360567.625000 Penalty: 4069.381592
	Iteration 28Q: 3 clusters Score -360567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -360569.000000 Penalty: 4069.381592
	Iteration 29Q: 3 clusters Score -360569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -360570.906250 Penalty: 4069.381592
	Iteration 30Q: 3 clusters Score -360570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -360572.718750 Penalty: 4069.381592
	Iteration 31Q: 3 clusters Score -360572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -360573.375000 Penalty: 4069.381592
	Iteration 32Q: 3 clusters Score -360573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -360573.406250 Penalty: 4069.381592
	Iteration 33Q: 3 clusters Score -360573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -360574.031250 Penalty: 4069.381592
	Iteration 34Q: 3 clusters Score -360574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -360574.031250 Penalty: 4069.381592
	Iteration 35F: 3 clusters Score -360574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Entering Unmasked Estep 
Score: -790643.000000 Penalty: 2193.288086
	Iteration 0F: 2 clusters Score -790643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -784917.312500 Penalty: 4386.576172
	Iteration 0F: 3 clusters Score -784917.3 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -786506.125000 Penalty: 4386.576172
	Iteration 1F: 3 clusters Score -786506.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -786827.937500 Penalty: 4386.576172
	Iteration 2F: 3 clusters Score -786827.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -787071.500000 Penalty: 4386.576172
	Iteration 3F: 3 clusters Score -787071.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -787262.500000 Penalty: 4386.576172
	Iteration 4Q: 3 clusters Score -787262.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -787430.687500 Penalty: 4386.576172
	Iteration 5Q: 3 clusters Score -787430.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -787623.125000 Penalty: 4386.576172
	Iteration 6Q: 3 clusters Score -787623.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -787789.062500 Penalty: 4386.576172
	Iteration 7Q: 3 clusters Score -787789.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -787955.312500 Penalty: 4386.576172
	Iteration 8Q: 3 clusters Score -787955.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -788122.500000 Penalty: 4386.576172
	Iteration 9Q: 3 clusters Score -788122.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -788238.625000 Penalty: 4386.576172
	Iteration 10Q: 3 clusters Score -788238.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -788331.000000 Penalty: 4386.576172
	Iteration 11Q: 3 clusters Score -788331 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -788403.250000 Penalty: 4386.576172
	Iteration 12Q: 3 clusters Score -788403.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -788472.625000 Penalty: 4386.576172
	Iteration 13Q: 3 clusters Score -788472.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -788533.687500 Penalty: 4386.576172
	Iteration 14Q: 3 clusters Score -788533.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -788582.937500 Penalty: 4386.576172
	Iteration 15Q: 3 clusters Score -788582.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -788614.187500 Penalty: 4386.576172
	Iteration 16Q: 3 clusters Score -788614.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -788637.312500 Penalty: 4386.576172
	Iteration 17Q: 3 clusters Score -788637.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -788665.187500 Penalty: 4386.576172
	Iteration 18Q: 3 clusters Score -788665.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -788687.250000 Penalty: 4386.576172
	Iteration 19Q: 3 clusters Score -788687.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -788705.312500 Penalty: 4386.576172
	Iteration 20F: 3 clusters Score -788705.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -788723.750000 Penalty: 4386.576172
	Iteration 21Q: 3 clusters Score -788723.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -788734.312500 Penalty: 4386.576172
	Iteration 22Q: 3 clusters Score -788734.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -788745.500000 Penalty: 4386.576172
	Iteration 23Q: 3 clusters Score -788745.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -788746.187500 Penalty: 4386.576172
	Iteration 24Q: 3 clusters Score -788746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -788751.000000 Penalty: 4386.576172
	Iteration 25Q: 3 clusters Score -788751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -788755.312500 Penalty: 4386.576172
	Iteration 26Q: 3 clusters Score -788755.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -788757.250000 Penalty: 4386.576172
	Iteration 27Q: 3 clusters Score -788757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -788757.250000 Penalty: 4386.576172
	Iteration 28F: 3 clusters Score -788757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -342902.187500 Penalty: 2039.592407
	Iteration 0F: 2 clusters Score -342902.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -339221.062500 Penalty: 4079.184814
	Iteration 0F: 3 clusters Score -339221.1 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -340345.281250 Penalty: 4079.184814
	Iteration 1F: 3 clusters Score -340345.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -340714.656250 Penalty: 4079.184814
	Iteration 2F: 3 clusters Score -340714.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -340967.718750 Penalty: 4079.184814
	Iteration 3F: 3 clusters Score -340967.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -341216.093750 Penalty: 4079.184814
	Iteration 4F: 3 clusters Score -341216.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -341481.968750 Penalty: 4079.184814
	Iteration 5F: 3 clusters Score -341482 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -341812.875000 Penalty: 4079.184814
	Iteration 6F: 3 clusters Score -341812.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -342215.937500 Penalty: 4079.184814
	Iteration 7F: 3 clusters Score -342215.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -342598.343750 Penalty: 4079.184814
	Iteration 8F: 3 clusters Score -342598.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -342957.281250 Penalty: 4079.184814
	Iteration 9F: 3 clusters Score -342957.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -343171.781250 Penalty: 4079.184814
	Iteration 10Q: 3 clusters Score -343171.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -343304.062500 Penalty: 4079.184814
	Iteration 11Q: 3 clusters Score -343304.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -343388.750000 Penalty: 4079.184814
	Iteration 12Q: 3 clusters Score -343388.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -343441.250000 Penalty: 4079.184814
	Iteration 13Q: 3 clusters Score -343441.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -343471.375000 Penalty: 4079.184814
	Iteration 14Q: 3 clusters Score -343471.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -343483.718750 Penalty: 4079.184814
	Iteration 15Q: 3 clusters Score -343483.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -343490.218750 Penalty: 4079.184814
	Iteration 16Q: 3 clusters Score -343490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -343494.093750 Penalty: 4079.184814
	Iteration 17Q: 3 clusters Score -343494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -343496.281250 Penalty: 4079.184814
	Iteration 18Q: 3 clusters Score -343496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -343497.250000 Penalty: 4079.184814
	Iteration 19Q: 3 clusters Score -343497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -343497.250000 Penalty: 4079.184814
	Iteration 20F: 3 clusters Score -343497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108776 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211208 members 
Mstep: Class 16 contains 23801 members 
Mstep: Class 17 contains 38290 members 
Mstep: Class 18 contains 36503 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 9939 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8039 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12403 members 
Mstep: Class 32 contains 15040 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7071 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 53063 members 
Mstep: Class 45 contains 16646 members 
Mstep: Class 46 contains 44479 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 11097 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6932 members 
Mstep: Class 51 contains 2731 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22599 members 
Mstep: Class 56 contains 19133 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1076 members 
Mstep: Class 62 contains 4912 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27718 members 
Mstep: Class 66 contains 999 members 
Entering Unmasked Estep 
Score: -139300016.000000 Penalty: 230321.296875
Splitting cluster 51 changes total score from -139300848.000000 to -139300016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -413067.281250 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -413067.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -409325.562500 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -409325.6 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -410161.750000 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -410161.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -410413.625000 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -410413.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -410631.812500 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -410631.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -410831.375000 Penalty: 4093.471680
	Iteration 4Q: 3 clusters Score -410831.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -411051.500000 Penalty: 4093.471680
	Iteration 5F: 3 clusters Score -411051.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -411280.843750 Penalty: 4093.471680
	Iteration 6F: 3 clusters Score -411280.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -411487.000000 Penalty: 4093.471680
	Iteration 7F: 3 clusters Score -411487 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -411682.375000 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -411682.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -411828.375000 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -411828.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -411927.718750 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -411927.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -411986.656250 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -411986.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -412014.843750 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -412014.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -412041.218750 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -412041.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -412074.406250 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -412074.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -412107.031250 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -412107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -412137.031250 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -412137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -412150.625000 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -412150.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -412157.000000 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -412157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -412161.718750 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -412161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -412164.875000 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -412164.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -412170.218750 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -412170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -412172.218750 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -412172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -412173.531250 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -412173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -412176.312500 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -412176.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -412179.062500 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -412179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -412182.000000 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -412182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -412187.812500 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -412187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -412192.281250 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -412192.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -412199.093750 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -412199.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -412203.093750 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -412203.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -412206.625000 Penalty: 4093.471680
	Iteration 31Q: 3 clusters Score -412206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -412209.468750 Penalty: 4093.471680
	Iteration 32Q: 3 clusters Score -412209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -412211.687500 Penalty: 4093.471680
	Iteration 33Q: 3 clusters Score -412211.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -412211.968750 Penalty: 4093.471680
	Iteration 34Q: 3 clusters Score -412212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -412213.218750 Penalty: 4093.471680
	Iteration 35Q: 3 clusters Score -412213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -412213.375000 Penalty: 4093.471680
	Iteration 36Q: 3 clusters Score -412213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -412214.156250 Penalty: 4093.471680
	Iteration 37Q: 3 clusters Score -412214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -412214.343750 Penalty: 4093.471680
	Iteration 38Q: 3 clusters Score -412214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -412214.656250 Penalty: 4093.471680
	Iteration 39Q: 3 clusters Score -412214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -412214.687500 Penalty: 4093.471680
	Iteration 40F: 3 clusters Score -412214.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Entering Unmasked Estep 
Score: -2561828.000000 Penalty: 2507.364014
	Iteration 0F: 2 clusters Score -2561828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2544801.000000 Penalty: 5014.728027
	Iteration 0F: 3 clusters Score -2544801 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2551132.000000 Penalty: 5014.728027
	Iteration 1F: 3 clusters Score -2551132 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2552009.000000 Penalty: 5014.728027
	Iteration 2F: 3 clusters Score -2552009 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2552827.500000 Penalty: 5014.728027
	Iteration 3F: 3 clusters Score -2552828 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2553616.500000 Penalty: 5014.728027
	Iteration 4F: 3 clusters Score -2553616 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2554406.250000 Penalty: 5014.728027
	Iteration 5F: 3 clusters Score -2554406 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2555057.250000 Penalty: 5014.728027
	Iteration 6F: 3 clusters Score -2555057 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2555689.750000 Penalty: 5014.728027
	Iteration 7Q: 3 clusters Score -2555690 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2556301.000000 Penalty: 5014.728027
	Iteration 8Q: 3 clusters Score -2556301 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2556764.000000 Penalty: 5014.728027
	Iteration 9Q: 3 clusters Score -2556764 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2557115.000000 Penalty: 5014.728027
	Iteration 10Q: 3 clusters Score -2557115 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2557366.500000 Penalty: 5014.728027
	Iteration 11Q: 3 clusters Score -2557366 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2557541.000000 Penalty: 5014.728027
	Iteration 12Q: 3 clusters Score -2557541 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2557670.250000 Penalty: 5014.728027
	Iteration 13Q: 3 clusters Score -2557670 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2557760.500000 Penalty: 5014.728027
	Iteration 14Q: 3 clusters Score -2557760 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2557845.750000 Penalty: 5014.728027
	Iteration 15Q: 3 clusters Score -2557846 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2557938.500000 Penalty: 5014.728027
	Iteration 16Q: 3 clusters Score -2557938 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2558026.500000 Penalty: 5014.728027
	Iteration 17Q: 3 clusters Score -2558026 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2558128.500000 Penalty: 5014.728027
	Iteration 18Q: 3 clusters Score -2558128 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2558232.750000 Penalty: 5014.728027
	Iteration 19Q: 3 clusters Score -2558233 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2558326.500000 Penalty: 5014.728027
	Iteration 20F: 3 clusters Score -2558326 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2558394.500000 Penalty: 5014.728027
	Iteration 21Q: 3 clusters Score -2558394 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2558434.750000 Penalty: 5014.728027
	Iteration 22Q: 3 clusters Score -2558435 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2558486.250000 Penalty: 5014.728027
	Iteration 23Q: 3 clusters Score -2558486 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2558514.000000 Penalty: 5014.728027
	Iteration 24Q: 3 clusters Score -2558514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2558543.500000 Penalty: 5014.728027
	Iteration 25Q: 3 clusters Score -2558544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2558560.750000 Penalty: 5014.728027
	Iteration 26Q: 3 clusters Score -2558561 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2558565.000000 Penalty: 5014.728027
	Iteration 27Q: 3 clusters Score -2558565 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2558582.250000 Penalty: 5014.728027
	Iteration 28Q: 3 clusters Score -2558582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2558589.500000 Penalty: 5014.728027
	Iteration 29Q: 3 clusters Score -2558590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2558586.000000 Penalty: 5014.728027
	Iteration 30Q: 3 clusters Score -2558586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2558589.750000 Penalty: 5014.728027
	Iteration 31Q: 3 clusters Score -2558590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2558596.750000 Penalty: 5014.728027
	Iteration 32Q: 3 clusters Score -2558597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2558592.500000 Penalty: 5014.728027
	Iteration 33Q: 3 clusters Score -2558592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2558592.250000 Penalty: 5014.728027
	Iteration 34Q: 3 clusters Score -2558592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2558598.750000 Penalty: 5014.728027
	Iteration 35Q: 3 clusters Score -2558599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2558588.500000 Penalty: 5014.728027
	Iteration 36Q: 3 clusters Score -2558588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2558592.500000 Penalty: 5014.728027
	Iteration 37Q: 3 clusters Score -2558592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2558589.750000 Penalty: 5014.728027
	Iteration 38Q: 3 clusters Score -2558590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2558591.250000 Penalty: 5014.728027
	Iteration 39Q: 3 clusters Score -2558591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2558596.000000 Penalty: 5014.728027
	Iteration 40F: 3 clusters Score -2558596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2558597.750000 Penalty: 5014.728027
	Iteration 41Q: 3 clusters Score -2558598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2558599.750000 Penalty: 5014.728027
	Iteration 42Q: 3 clusters Score -2558600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2558604.750000 Penalty: 5014.728027
	Iteration 43Q: 3 clusters Score -2558605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2558605.000000 Penalty: 5014.728027
	Iteration 44Q: 3 clusters Score -2558605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2558603.750000 Penalty: 5014.728027
	Iteration 45Q: 3 clusters Score -2558604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2558614.500000 Penalty: 5014.728027
	Iteration 46Q: 3 clusters Score -2558614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2558613.750000 Penalty: 5014.728027
	Iteration 47Q: 3 clusters Score -2558614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2558623.000000 Penalty: 5014.728027
	Iteration 48Q: 3 clusters Score -2558623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2558632.000000 Penalty: 5014.728027
	Iteration 49Q: 3 clusters Score -2558632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2558624.250000 Penalty: 5014.728027
	Iteration 50Q: 3 clusters Score -2558624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2558628.750000 Penalty: 5014.728027
	Iteration 51Q: 3 clusters Score -2558629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2558628.750000 Penalty: 5014.728027
	Iteration 52Q: 3 clusters Score -2558629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2558629.750000 Penalty: 5014.728027
	Iteration 53Q: 3 clusters Score -2558630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2558627.750000 Penalty: 5014.728027
	Iteration 54Q: 3 clusters Score -2558628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2558628.000000 Penalty: 5014.728027
	Iteration 55Q: 3 clusters Score -2558628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2558626.500000 Penalty: 5014.728027
	Iteration 56Q: 3 clusters Score -2558626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2558621.750000 Penalty: 5014.728027
	Iteration 57Q: 3 clusters Score -2558622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2558624.000000 Penalty: 5014.728027
	Iteration 58Q: 3 clusters Score -2558624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2558620.250000 Penalty: 5014.728027
	Iteration 59Q: 3 clusters Score -2558620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2558626.000000 Penalty: 5014.728027
	Iteration 60F: 3 clusters Score -2558626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Entering Unmasked Estep 
Score: -849595.937500 Penalty: 2217.470947
	Iteration 0F: 2 clusters Score -849595.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -843470.937500 Penalty: 4434.941895
	Iteration 0F: 3 clusters Score -843470.9 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -845373.750000 Penalty: 4434.941895
	Iteration 1F: 3 clusters Score -845373.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -845818.187500 Penalty: 4434.941895
	Iteration 2F: 3 clusters Score -845818.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -846127.875000 Penalty: 4434.941895
	Iteration 3F: 3 clusters Score -846127.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -846367.687500 Penalty: 4434.941895
	Iteration 4F: 3 clusters Score -846367.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -846577.500000 Penalty: 4434.941895
	Iteration 5Q: 3 clusters Score -846577.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -846785.750000 Penalty: 4434.941895
	Iteration 6Q: 3 clusters Score -846785.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -847054.062500 Penalty: 4434.941895
	Iteration 7Q: 3 clusters Score -847054.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -847438.000000 Penalty: 4434.941895
	Iteration 8Q: 3 clusters Score -847438 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -847869.750000 Penalty: 4434.941895
	Iteration 9Q: 3 clusters Score -847869.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -848189.625000 Penalty: 4434.941895
	Iteration 10Q: 3 clusters Score -848189.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -848408.125000 Penalty: 4434.941895
	Iteration 11Q: 3 clusters Score -848408.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -848595.812500 Penalty: 4434.941895
	Iteration 12Q: 3 clusters Score -848595.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -848718.062500 Penalty: 4434.941895
	Iteration 13Q: 3 clusters Score -848718.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -848797.000000 Penalty: 4434.941895
	Iteration 14Q: 3 clusters Score -848797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -848838.437500 Penalty: 4434.941895
	Iteration 15Q: 3 clusters Score -848838.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -848871.000000 Penalty: 4434.941895
	Iteration 16Q: 3 clusters Score -848871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -848901.062500 Penalty: 4434.941895
	Iteration 17Q: 3 clusters Score -848901.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -848932.875000 Penalty: 4434.941895
	Iteration 18Q: 3 clusters Score -848932.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -848961.125000 Penalty: 4434.941895
	Iteration 19Q: 3 clusters Score -848961.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -848983.937500 Penalty: 4434.941895
	Iteration 20F: 3 clusters Score -848983.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -848997.187500 Penalty: 4434.941895
	Iteration 21Q: 3 clusters Score -848997.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -849006.937500 Penalty: 4434.941895
	Iteration 22Q: 3 clusters Score -849006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -849018.687500 Penalty: 4434.941895
	Iteration 23Q: 3 clusters Score -849018.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -849027.187500 Penalty: 4434.941895
	Iteration 24Q: 3 clusters Score -849027.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -849032.562500 Penalty: 4434.941895
	Iteration 25Q: 3 clusters Score -849032.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -849038.250000 Penalty: 4434.941895
	Iteration 26Q: 3 clusters Score -849038.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -849042.250000 Penalty: 4434.941895
	Iteration 27Q: 3 clusters Score -849042.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -849045.812500 Penalty: 4434.941895
	Iteration 28Q: 3 clusters Score -849045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -849048.875000 Penalty: 4434.941895
	Iteration 29Q: 3 clusters Score -849048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -849052.562500 Penalty: 4434.941895
	Iteration 30Q: 3 clusters Score -849052.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -849052.375000 Penalty: 4434.941895
	Iteration 31Q: 3 clusters Score -849052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -849053.750000 Penalty: 4434.941895
	Iteration 32Q: 3 clusters Score -849053.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -849053.750000 Penalty: 4434.941895
	Iteration 33F: 3 clusters Score -849053.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (22599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Entering Unmasked Estep 
Score: -2596642.750000 Penalty: 2486.363770
	Iteration 0F: 2 clusters Score -2596643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2580843.000000 Penalty: 4972.727539
	Iteration 0F: 3 clusters Score -2580843 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2586094.000000 Penalty: 4972.727539
	Iteration 1F: 3 clusters Score -2586094 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2586546.750000 Penalty: 4972.727539
	Iteration 2F: 3 clusters Score -2586547 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2587021.000000 Penalty: 4972.727539
	Iteration 3Q: 3 clusters Score -2587021 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2587612.500000 Penalty: 4972.727539
	Iteration 4F: 3 clusters Score -2587612 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2588392.500000 Penalty: 4972.727539
	Iteration 5F: 3 clusters Score -2588392 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2589399.750000 Penalty: 4972.727539
	Iteration 6F: 3 clusters Score -2589400 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2590669.000000 Penalty: 4972.727539
	Iteration 7F: 3 clusters Score -2590669 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2592029.500000 Penalty: 4972.727539
	Iteration 8F: 3 clusters Score -2592030 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2593124.500000 Penalty: 4972.727539
	Iteration 9F: 3 clusters Score -2593124 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2593781.750000 Penalty: 4972.727539
	Iteration 10Q: 3 clusters Score -2593782 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2594123.500000 Penalty: 4972.727539
	Iteration 11Q: 3 clusters Score -2594124 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2594279.250000 Penalty: 4972.727539
	Iteration 12Q: 3 clusters Score -2594279 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2594359.500000 Penalty: 4972.727539
	Iteration 13Q: 3 clusters Score -2594360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2594416.750000 Penalty: 4972.727539
	Iteration 14Q: 3 clusters Score -2594417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2594447.250000 Penalty: 4972.727539
	Iteration 15Q: 3 clusters Score -2594447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2594461.500000 Penalty: 4972.727539
	Iteration 16Q: 3 clusters Score -2594462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2594471.250000 Penalty: 4972.727539
	Iteration 17Q: 3 clusters Score -2594471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2594476.500000 Penalty: 4972.727539
	Iteration 18Q: 3 clusters Score -2594476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2594479.500000 Penalty: 4972.727539
	Iteration 19Q: 3 clusters Score -2594480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2594480.750000 Penalty: 4972.727539
	Iteration 20F: 3 clusters Score -2594481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2594482.250000 Penalty: 4972.727539
	Iteration 21Q: 3 clusters Score -2594482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2594486.000000 Penalty: 4972.727539
	Iteration 22Q: 3 clusters Score -2594486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2594484.750000 Penalty: 4972.727539
	Iteration 23Q: 3 clusters Score -2594485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2594484.750000 Penalty: 4972.727539
	Iteration 24F: 3 clusters Score -2594485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (19133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Entering Unmasked Estep 
Score: -1997817.625000 Penalty: 2445.074219
	Iteration 0F: 2 clusters Score -1997818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1984310.625000 Penalty: 4890.148438
	Iteration 0F: 3 clusters Score -1984311 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1989307.625000 Penalty: 4890.148438
	Iteration 1F: 3 clusters Score -1989308 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1990117.125000 Penalty: 4890.148438
	Iteration 2F: 3 clusters Score -1990117 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1990937.375000 Penalty: 4890.148438
	Iteration 3F: 3 clusters Score -1990937 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1991745.625000 Penalty: 4890.148438
	Iteration 4F: 3 clusters Score -1991746 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1992398.000000 Penalty: 4890.148438
	Iteration 5F: 3 clusters Score -1992398 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1992975.375000 Penalty: 4890.148438
	Iteration 6F: 3 clusters Score -1992975 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1993444.250000 Penalty: 4890.148438
	Iteration 7Q: 3 clusters Score -1993444 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1993877.000000 Penalty: 4890.148438
	Iteration 8Q: 3 clusters Score -1993877 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1994251.000000 Penalty: 4890.148438
	Iteration 9Q: 3 clusters Score -1994251 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1994551.250000 Penalty: 4890.148438
	Iteration 10Q: 3 clusters Score -1994551 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1994762.125000 Penalty: 4890.148438
	Iteration 11Q: 3 clusters Score -1994762 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1994916.000000 Penalty: 4890.148438
	Iteration 12Q: 3 clusters Score -1994916 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1995022.750000 Penalty: 4890.148438
	Iteration 13Q: 3 clusters Score -1995023 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1995112.750000 Penalty: 4890.148438
	Iteration 14Q: 3 clusters Score -1995113 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1995192.375000 Penalty: 4890.148438
	Iteration 15Q: 3 clusters Score -1995192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1995254.000000 Penalty: 4890.148438
	Iteration 16Q: 3 clusters Score -1995254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1995294.750000 Penalty: 4890.148438
	Iteration 17Q: 3 clusters Score -1995295 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1995334.875000 Penalty: 4890.148438
	Iteration 18Q: 3 clusters Score -1995335 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1995355.125000 Penalty: 4890.148438
	Iteration 19Q: 3 clusters Score -1995355 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1995379.875000 Penalty: 4890.148438
	Iteration 20F: 3 clusters Score -1995380 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1995411.875000 Penalty: 4890.148438
	Iteration 21Q: 3 clusters Score -1995412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1995447.000000 Penalty: 4890.148438
	Iteration 22Q: 3 clusters Score -1995447 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1995473.000000 Penalty: 4890.148438
	Iteration 23Q: 3 clusters Score -1995473 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1995498.500000 Penalty: 4890.148438
	Iteration 24Q: 3 clusters Score -1995498 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1995520.625000 Penalty: 4890.148438
	Iteration 25Q: 3 clusters Score -1995521 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1995547.375000 Penalty: 4890.148438
	Iteration 26Q: 3 clusters Score -1995547 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1995577.250000 Penalty: 4890.148438
	Iteration 27Q: 3 clusters Score -1995577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1995589.750000 Penalty: 4890.148438
	Iteration 28Q: 3 clusters Score -1995590 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1995616.875000 Penalty: 4890.148438
	Iteration 29Q: 3 clusters Score -1995617 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1995647.375000 Penalty: 4890.148438
	Iteration 30Q: 3 clusters Score -1995647 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1995670.000000 Penalty: 4890.148438
	Iteration 31Q: 3 clusters Score -1995670 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1995700.500000 Penalty: 4890.148438
	Iteration 32Q: 3 clusters Score -1995700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1995740.000000 Penalty: 4890.148438
	Iteration 33Q: 3 clusters Score -1995740 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1995777.875000 Penalty: 4890.148438
	Iteration 34Q: 3 clusters Score -1995778 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1995817.250000 Penalty: 4890.148438
	Iteration 35Q: 3 clusters Score -1995817 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1995858.875000 Penalty: 4890.148438
	Iteration 36Q: 3 clusters Score -1995859 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1995896.000000 Penalty: 4890.148438
	Iteration 37Q: 3 clusters Score -1995896 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1995941.125000 Penalty: 4890.148438
	Iteration 38Q: 3 clusters Score -1995941 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1995994.750000 Penalty: 4890.148438
	Iteration 39Q: 3 clusters Score -1995995 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1996046.375000 Penalty: 4890.148438
	Iteration 40F: 3 clusters Score -1996046 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1996103.250000 Penalty: 4890.148438
	Iteration 41Q: 3 clusters Score -1996103 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1996167.000000 Penalty: 4890.148438
	Iteration 42Q: 3 clusters Score -1996167 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1996229.500000 Penalty: 4890.148438
	Iteration 43Q: 3 clusters Score -1996230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1996292.750000 Penalty: 4890.148438
	Iteration 44Q: 3 clusters Score -1996293 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1996359.125000 Penalty: 4890.148438
	Iteration 45Q: 3 clusters Score -1996359 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1996424.625000 Penalty: 4890.148438
	Iteration 46Q: 3 clusters Score -1996425 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1996491.125000 Penalty: 4890.148438
	Iteration 47Q: 3 clusters Score -1996491 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1996545.000000 Penalty: 4890.148438
	Iteration 48Q: 3 clusters Score -1996545 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1996600.375000 Penalty: 4890.148438
	Iteration 49Q: 3 clusters Score -1996600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1996641.250000 Penalty: 4890.148438
	Iteration 50Q: 3 clusters Score -1996641 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1996691.500000 Penalty: 4890.148438
	Iteration 51Q: 3 clusters Score -1996692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1996745.375000 Penalty: 4890.148438
	Iteration 52Q: 3 clusters Score -1996745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1996799.625000 Penalty: 4890.148438
	Iteration 53Q: 3 clusters Score -1996800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1996843.500000 Penalty: 4890.148438
	Iteration 54Q: 3 clusters Score -1996844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1996881.750000 Penalty: 4890.148438
	Iteration 55Q: 3 clusters Score -1996882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1996919.875000 Penalty: 4890.148438
	Iteration 56Q: 3 clusters Score -1996920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1996956.125000 Penalty: 4890.148438
	Iteration 57Q: 3 clusters Score -1996956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1996973.250000 Penalty: 4890.148438
	Iteration 58Q: 3 clusters Score -1996973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1996980.375000 Penalty: 4890.148438
	Iteration 59Q: 3 clusters Score -1996980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1996995.625000 Penalty: 4890.148438
	Iteration 60F: 3 clusters Score -1996996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1997005.125000 Penalty: 4890.148438
	Iteration 61Q: 3 clusters Score -1997005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1997001.625000 Penalty: 4890.148438
	Iteration 62Q: 3 clusters Score -1997002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1997005.375000 Penalty: 4890.148438
	Iteration 63Q: 3 clusters Score -1997005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1997004.250000 Penalty: 4890.148438
	Iteration 64Q: 3 clusters Score -1997004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1997005.625000 Penalty: 4890.148438
	Iteration 65Q: 3 clusters Score -1997006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1997005.500000 Penalty: 4890.148438
	Iteration 66Q: 3 clusters Score -1997006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1997009.250000 Penalty: 4890.148438
	Iteration 67Q: 3 clusters Score -1997009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1997007.875000 Penalty: 4890.148438
	Iteration 68Q: 3 clusters Score -1997008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1997010.750000 Penalty: 4890.148438
	Iteration 69Q: 3 clusters Score -1997011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1997012.125000 Penalty: 4890.148438
	Iteration 70Q: 3 clusters Score -1997012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1997011.375000 Penalty: 4890.148438
	Iteration 71Q: 3 clusters Score -1997011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1997012.750000 Penalty: 4890.148438
	Iteration 72Q: 3 clusters Score -1997013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1997019.250000 Penalty: 4890.148438
	Iteration 73Q: 3 clusters Score -1997019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1997020.125000 Penalty: 4890.148438
	Iteration 74Q: 3 clusters Score -1997020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1997020.125000 Penalty: 4890.148438
	Iteration 75F: 3 clusters Score -1997020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -131895.781250 Penalty: 1764.261108
	Iteration 0F: 2 clusters Score -131895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -129762.335938 Penalty: 3528.522217
	Iteration 0F: 3 clusters Score -129762.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130101.234375 Penalty: 3528.522217
	Iteration 1F: 3 clusters Score -130101.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -130200.593750 Penalty: 3528.522217
	Iteration 2F: 3 clusters Score -130200.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -130241.390625 Penalty: 3528.522217
	Iteration 3Q: 3 clusters Score -130241.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130269.109375 Penalty: 3528.522217
	Iteration 4Q: 3 clusters Score -130269.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130290.031250 Penalty: 3528.522217
	Iteration 5Q: 3 clusters Score -130290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -130305.695312 Penalty: 3528.522217
	Iteration 6Q: 3 clusters Score -130305.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130315.078125 Penalty: 3528.522217
	Iteration 7Q: 3 clusters Score -130315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -130328.695312 Penalty: 3528.522217
	Iteration 8Q: 3 clusters Score -130328.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -130337.804688 Penalty: 3528.522217
	Iteration 9Q: 3 clusters Score -130337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -130345.164062 Penalty: 3528.522217
	Iteration 10Q: 3 clusters Score -130345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -130358.210938 Penalty: 3528.522217
	Iteration 11Q: 3 clusters Score -130358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -130361.757812 Penalty: 3528.522217
	Iteration 12Q: 3 clusters Score -130361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -130362.867188 Penalty: 3528.522217
	Iteration 13Q: 3 clusters Score -130362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -130363.328125 Penalty: 3528.522217
	Iteration 14Q: 3 clusters Score -130363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -130364.312500 Penalty: 3528.522217
	Iteration 15Q: 3 clusters Score -130364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -130364.312500 Penalty: 3528.522217
	Iteration 16F: 3 clusters Score -130364.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Entering Unmasked Estep 
Score: -702692.812500 Penalty: 2167.246094
	Iteration 0F: 2 clusters Score -702692.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -697397.437500 Penalty: 4334.492188
	Iteration 0F: 3 clusters Score -697397.4 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -698828.437500 Penalty: 4334.492188
	Iteration 1F: 3 clusters Score -698828.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -699193.125000 Penalty: 4334.492188
	Iteration 2F: 3 clusters Score -699193.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -699495.312500 Penalty: 4334.492188
	Iteration 3F: 3 clusters Score -699495.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -699754.687500 Penalty: 4334.492188
	Iteration 4F: 3 clusters Score -699754.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -700012.312500 Penalty: 4334.492188
	Iteration 5F: 3 clusters Score -700012.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -700239.625000 Penalty: 4334.492188
	Iteration 6Q: 3 clusters Score -700239.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -700440.437500 Penalty: 4334.492188
	Iteration 7Q: 3 clusters Score -700440.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -700592.562500 Penalty: 4334.492188
	Iteration 8Q: 3 clusters Score -700592.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -700706.500000 Penalty: 4334.492188
	Iteration 9Q: 3 clusters Score -700706.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -700780.125000 Penalty: 4334.492188
	Iteration 10Q: 3 clusters Score -700780.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -700833.937500 Penalty: 4334.492188
	Iteration 11Q: 3 clusters Score -700833.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -700877.625000 Penalty: 4334.492188
	Iteration 12Q: 3 clusters Score -700877.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -700911.375000 Penalty: 4334.492188
	Iteration 13Q: 3 clusters Score -700911.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -700936.625000 Penalty: 4334.492188
	Iteration 14Q: 3 clusters Score -700936.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -700956.437500 Penalty: 4334.492188
	Iteration 15Q: 3 clusters Score -700956.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -700968.000000 Penalty: 4334.492188
	Iteration 16Q: 3 clusters Score -700968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -700979.562500 Penalty: 4334.492188
	Iteration 17Q: 3 clusters Score -700979.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -700983.250000 Penalty: 4334.492188
	Iteration 18Q: 3 clusters Score -700983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -700986.312500 Penalty: 4334.492188
	Iteration 19Q: 3 clusters Score -700986.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -700990.500000 Penalty: 4334.492188
	Iteration 20F: 3 clusters Score -700990.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -700992.062500 Penalty: 4334.492188
	Iteration 21Q: 3 clusters Score -700992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -700995.500000 Penalty: 4334.492188
	Iteration 22Q: 3 clusters Score -700995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -700997.062500 Penalty: 4334.492188
	Iteration 23Q: 3 clusters Score -700997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -700997.562500 Penalty: 4334.492188
	Iteration 24Q: 3 clusters Score -700997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -700999.500000 Penalty: 4334.492188
	Iteration 25Q: 3 clusters Score -700999.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -701002.312500 Penalty: 4334.492188
	Iteration 26Q: 3 clusters Score -701002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -701002.812500 Penalty: 4334.492188
	Iteration 27Q: 3 clusters Score -701002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -701006.000000 Penalty: 4334.492188
	Iteration 28Q: 3 clusters Score -701006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -701006.875000 Penalty: 4334.492188
	Iteration 29Q: 3 clusters Score -701006.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -701007.812500 Penalty: 4334.492188
	Iteration 30Q: 3 clusters Score -701007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -701010.375000 Penalty: 4334.492188
	Iteration 31Q: 3 clusters Score -701010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -701011.437500 Penalty: 4334.492188
	Iteration 32Q: 3 clusters Score -701011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -701011.875000 Penalty: 4334.492188
	Iteration 33Q: 3 clusters Score -701011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -701012.687500 Penalty: 4334.492188
	Iteration 34Q: 3 clusters Score -701012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -701013.562500 Penalty: 4334.492188
	Iteration 35Q: 3 clusters Score -701013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -701012.875000 Penalty: 4334.492188
	Iteration 36Q: 3 clusters Score -701012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -701012.875000 Penalty: 4334.492188
	Iteration 37F: 3 clusters Score -701012.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -47956.152344 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -47956.15 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 255 members 
Entering Unmasked Estep 
Score: -46450.812500 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -46450.81 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46668.691406 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -46668.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46726.171875 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -46726.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46744.398438 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -46744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46759.851562 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -46759.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46769.460938 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -46769.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46772.402344 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -46772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46777.085938 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -46777.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46791.425781 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -46791.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46841.382812 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -46841.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46943.738281 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -46943.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46969.570312 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -46969.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46985.992188 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -46985.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47002.015625 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -47002.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47012.371094 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -47012.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47021.796875 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -47021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47029.972656 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -47029.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47037.933594 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -47037.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47044.644531 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -47044.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47047.449219 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -47047.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47047.449219 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -47047.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -514752.343750 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -514752.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -510497.593750 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -510497.6 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -511462.625000 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -511462.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -511663.500000 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -511663.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -511797.593750 Penalty: 4182.846680
	Iteration 3F: 3 clusters Score -511797.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -511880.156250 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -511880.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -511932.937500 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -511932.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -511970.406250 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -511970.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -511994.187500 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -511994.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -512013.093750 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -512013.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -512036.437500 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -512036.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -512056.125000 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -512056.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -512076.250000 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -512076.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -512091.843750 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -512091.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -512115.281250 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -512115.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -512137.500000 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -512137.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -512154.687500 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -512154.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -512170.937500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -512170.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -512184.406250 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -512184.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -512193.843750 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -512193.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -512202.312500 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -512202.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -512208.906250 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -512208.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -512216.687500 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -512216.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -512226.718750 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -512226.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -512239.906250 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -512239.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -512254.218750 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -512254.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -512264.250000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -512264.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -512274.062500 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -512274.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -512281.812500 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -512281.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -512289.906250 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -512289.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -512296.000000 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -512296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -512302.531250 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -512302.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -512311.406250 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -512311.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -512319.343750 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -512319.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -512327.125000 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -512327.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -512333.531250 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -512333.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -512339.906250 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -512339.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -512347.218750 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -512347.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -512354.156250 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -512354.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -512359.562500 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -512359.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -512366.500000 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -512366.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -512375.562500 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -512375.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -512382.281250 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -512382.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -512391.125000 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -512391.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -512401.062500 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -512401.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -512413.468750 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -512413.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -512430.937500 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -512430.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -512443.156250 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -512443.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -512458.562500 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -512458.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -512475.500000 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -512475.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -512493.000000 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -512493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -512510.437500 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -512510.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -512525.468750 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -512525.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -512543.968750 Penalty: 4182.846680
	Iteration 52Q: 3 clusters Score -512544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -512560.906250 Penalty: 4182.846680
	Iteration 53Q: 3 clusters Score -512560.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -512573.625000 Penalty: 4182.846680
	Iteration 54Q: 3 clusters Score -512573.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -512589.125000 Penalty: 4182.846680
	Iteration 55Q: 3 clusters Score -512589.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -512600.500000 Penalty: 4182.846680
	Iteration 56Q: 3 clusters Score -512600.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -512613.218750 Penalty: 4182.846680
	Iteration 57Q: 3 clusters Score -512613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -512625.500000 Penalty: 4182.846680
	Iteration 58Q: 3 clusters Score -512625.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -512645.156250 Penalty: 4182.846680
	Iteration 59Q: 3 clusters Score -512645.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -512667.968750 Penalty: 4182.846680
	Iteration 60F: 3 clusters Score -512668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -512688.406250 Penalty: 4182.846680
	Iteration 61Q: 3 clusters Score -512688.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -512701.875000 Penalty: 4182.846680
	Iteration 62Q: 3 clusters Score -512701.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -512709.843750 Penalty: 4182.846680
	Iteration 63Q: 3 clusters Score -512709.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -512718.437500 Penalty: 4182.846680
	Iteration 64Q: 3 clusters Score -512718.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -512728.750000 Penalty: 4182.846680
	Iteration 65Q: 3 clusters Score -512728.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -512745.437500 Penalty: 4182.846680
	Iteration 66Q: 3 clusters Score -512745.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -512756.812500 Penalty: 4182.846680
	Iteration 67Q: 3 clusters Score -512756.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -512769.968750 Penalty: 4182.846680
	Iteration 68Q: 3 clusters Score -512770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -512779.437500 Penalty: 4182.846680
	Iteration 69Q: 3 clusters Score -512779.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -512788.218750 Penalty: 4182.846680
	Iteration 70Q: 3 clusters Score -512788.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -512796.375000 Penalty: 4182.846680
	Iteration 71Q: 3 clusters Score -512796.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -512804.437500 Penalty: 4182.846680
	Iteration 72Q: 3 clusters Score -512804.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -512811.250000 Penalty: 4182.846680
	Iteration 73Q: 3 clusters Score -512811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -512814.375000 Penalty: 4182.846680
	Iteration 74Q: 3 clusters Score -512814.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -512817.593750 Penalty: 4182.846680
	Iteration 75Q: 3 clusters Score -512817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -512821.125000 Penalty: 4182.846680
	Iteration 76Q: 3 clusters Score -512821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -512825.281250 Penalty: 4182.846680
	Iteration 77Q: 3 clusters Score -512825.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -512832.781250 Penalty: 4182.846680
	Iteration 78Q: 3 clusters Score -512832.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -512840.875000 Penalty: 4182.846680
	Iteration 79Q: 3 clusters Score -512840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -512845.843750 Penalty: 4182.846680
	Iteration 80F: 3 clusters Score -512845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -512847.500000 Penalty: 4182.846680
	Iteration 81Q: 3 clusters Score -512847.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -512850.625000 Penalty: 4182.846680
	Iteration 82Q: 3 clusters Score -512850.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -512856.531250 Penalty: 4182.846680
	Iteration 83Q: 3 clusters Score -512856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -512859.531250 Penalty: 4182.846680
	Iteration 84Q: 3 clusters Score -512859.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -512864.250000 Penalty: 4182.846680
	Iteration 85Q: 3 clusters Score -512864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -512867.562500 Penalty: 4182.846680
	Iteration 86Q: 3 clusters Score -512867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -512871.281250 Penalty: 4182.846680
	Iteration 87Q: 3 clusters Score -512871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -512872.218750 Penalty: 4182.846680
	Iteration 88Q: 3 clusters Score -512872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -512875.781250 Penalty: 4182.846680
	Iteration 89Q: 3 clusters Score -512875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -512877.937500 Penalty: 4182.846680
	Iteration 90Q: 3 clusters Score -512877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -512882.500000 Penalty: 4182.846680
	Iteration 91Q: 3 clusters Score -512882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -512886.281250 Penalty: 4182.846680
	Iteration 92Q: 3 clusters Score -512886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -512890.187500 Penalty: 4182.846680
	Iteration 93Q: 3 clusters Score -512890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -512893.062500 Penalty: 4182.846680
	Iteration 94Q: 3 clusters Score -512893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -512894.843750 Penalty: 4182.846680
	Iteration 95Q: 3 clusters Score -512894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -512896.375000 Penalty: 4182.846680
	Iteration 96Q: 3 clusters Score -512896.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -512896.375000 Penalty: 4182.846680
	Iteration 97F: 3 clusters Score -512896.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -117823.921875 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -117823.9 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 546 members 
Entering Unmasked Estep 
Score: -115827.234375 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -115827.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116117.734375 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -116117.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -116195.765625 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -116195.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -116245.710938 Penalty: 3462.578857
	Iteration 3Q: 3 clusters Score -116245.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116268.046875 Penalty: 3462.578857
	Iteration 4Q: 3 clusters Score -116268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -116278.250000 Penalty: 3462.578857
	Iteration 5Q: 3 clusters Score -116278.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116282.335938 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -116282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116284.703125 Penalty: 3462.578857
	Iteration 7Q: 3 clusters Score -116284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116287.992188 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -116288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -116290.023438 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -116290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116293.492188 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -116293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116295.656250 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -116295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -116302.210938 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -116302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -116307.093750 Penalty: 3462.578857
	Iteration 13Q: 3 clusters Score -116307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -116311.570312 Penalty: 3462.578857
	Iteration 14Q: 3 clusters Score -116311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116315.945312 Penalty: 3462.578857
	Iteration 15Q: 3 clusters Score -116315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116320.765625 Penalty: 3462.578857
	Iteration 16Q: 3 clusters Score -116320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116322.781250 Penalty: 3462.578857
	Iteration 17Q: 3 clusters Score -116322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116323.359375 Penalty: 3462.578857
	Iteration 18Q: 3 clusters Score -116323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116325.945312 Penalty: 3462.578857
	Iteration 19Q: 3 clusters Score -116325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116327.828125 Penalty: 3462.578857
	Iteration 20F: 3 clusters Score -116327.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (4912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Entering Unmasked Estep 
Score: -456427.781250 Penalty: 2107.860107
	Iteration 0F: 2 clusters Score -456427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -452028.250000 Penalty: 4215.720215
	Iteration 0F: 3 clusters Score -452028.2 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -453351.406250 Penalty: 4215.720215
	Iteration 1F: 3 clusters Score -453351.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -453929.875000 Penalty: 4215.720215
	Iteration 2F: 3 clusters Score -453929.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -454528.437500 Penalty: 4215.720215
	Iteration 3F: 3 clusters Score -454528.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -455005.750000 Penalty: 4215.720215
	Iteration 4F: 3 clusters Score -455005.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -455334.312500 Penalty: 4215.720215
	Iteration 5F: 3 clusters Score -455334.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -455507.125000 Penalty: 4215.720215
	Iteration 6Q: 3 clusters Score -455507.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -455597.375000 Penalty: 4215.720215
	Iteration 7Q: 3 clusters Score -455597.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -455654.125000 Penalty: 4215.720215
	Iteration 8Q: 3 clusters Score -455654.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -455691.656250 Penalty: 4215.720215
	Iteration 9Q: 3 clusters Score -455691.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -455712.906250 Penalty: 4215.720215
	Iteration 10Q: 3 clusters Score -455712.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -455728.156250 Penalty: 4215.720215
	Iteration 11Q: 3 clusters Score -455728.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -455738.687500 Penalty: 4215.720215
	Iteration 12Q: 3 clusters Score -455738.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -455746.062500 Penalty: 4215.720215
	Iteration 13Q: 3 clusters Score -455746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -455750.500000 Penalty: 4215.720215
	Iteration 14Q: 3 clusters Score -455750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -455755.187500 Penalty: 4215.720215
	Iteration 15Q: 3 clusters Score -455755.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -455758.062500 Penalty: 4215.720215
	Iteration 16Q: 3 clusters Score -455758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -455759.125000 Penalty: 4215.720215
	Iteration 17Q: 3 clusters Score -455759.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -455761.656250 Penalty: 4215.720215
	Iteration 18Q: 3 clusters Score -455761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -455763.718750 Penalty: 4215.720215
	Iteration 19Q: 3 clusters Score -455763.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -455767.312500 Penalty: 4215.720215
	Iteration 20F: 3 clusters Score -455767.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -455768.906250 Penalty: 4215.720215
	Iteration 21Q: 3 clusters Score -455768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -455770.593750 Penalty: 4215.720215
	Iteration 22Q: 3 clusters Score -455770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -455771.343750 Penalty: 4215.720215
	Iteration 23Q: 3 clusters Score -455771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -455773.187500 Penalty: 4215.720215
	Iteration 24Q: 3 clusters Score -455773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -455773.062500 Penalty: 4215.720215
	Iteration 25Q: 3 clusters Score -455773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -455774.312500 Penalty: 4215.720215
	Iteration 26Q: 3 clusters Score -455774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -455775.093750 Penalty: 4215.720215
	Iteration 27Q: 3 clusters Score -455775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -455775.593750 Penalty: 4215.720215
	Iteration 28Q: 3 clusters Score -455775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -455775.656250 Penalty: 4215.720215
	Iteration 29Q: 3 clusters Score -455775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -455776.375000 Penalty: 4215.720215
	Iteration 30Q: 3 clusters Score -455776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -455776.375000 Penalty: 4215.720215
	Iteration 31F: 3 clusters Score -455776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81665.382812 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81665.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79886.828125 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79886.83 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80125.781250 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80125.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80193.921875 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80193.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80227.375000 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -80227.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80246.937500 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80246.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80259.898438 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80259.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80268.148438 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80268.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80274.398438 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80277.914062 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80277.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80279.789062 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80279.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80282.796875 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -80282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80290.289062 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -80290.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80296.710938 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -80296.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80300.054688 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -80300.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80303.242188 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -80303.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80308.398438 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -80308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80310.328125 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -80310.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80314.398438 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -80314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80314.398438 Penalty: 3306.179199
	Iteration 18F: 3 clusters Score -80314.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -92899.671875 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -92899.67 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 453 members 
Entering Unmasked Estep 
Score: -91059.835938 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -91059.84 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -91334.351562 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -91334.35 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91396.507812 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -91396.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91442.390625 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -91442.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -91467.328125 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -91467.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91485.718750 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -91485.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91493.562500 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -91493.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91505.546875 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -91505.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91518.679688 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -91518.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91531.007812 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -91531.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91553.851562 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -91553.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91577.039062 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -91577.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91608.367188 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -91608.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -91640.757812 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -91640.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91653.171875 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -91653.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91658.085938 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -91658.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91669.171875 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -91669.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91677.250000 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -91677.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -91681.960938 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -91681.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91684.265625 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -91684.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -91687.515625 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -91687.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -91689.312500 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -91689.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -91689.312500 Penalty: 3376.735596
	Iteration 22F: 3 clusters Score -91689.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (27718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Entering Unmasked Estep 
Score: -3152728.250000 Penalty: 2536.999756
	Iteration 0F: 2 clusters Score -3152728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3133625.500000 Penalty: 5073.999512
	Iteration 0F: 3 clusters Score -3133626 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3140546.500000 Penalty: 5073.999512
	Iteration 1F: 3 clusters Score -3140546 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3141202.750000 Penalty: 5073.999512
	Iteration 2F: 3 clusters Score -3141203 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3141966.750000 Penalty: 5073.999512
	Iteration 3F: 3 clusters Score -3141967 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3142827.000000 Penalty: 5073.999512
	Iteration 4F: 3 clusters Score -3142827 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3143758.500000 Penalty: 5073.999512
	Iteration 5F: 3 clusters Score -3143758 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3144876.250000 Penalty: 5073.999512
	Iteration 6F: 3 clusters Score -3144876 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3146040.750000 Penalty: 5073.999512
	Iteration 7F: 3 clusters Score -3146041 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3147268.750000 Penalty: 5073.999512
	Iteration 8F: 3 clusters Score -3147269 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3148503.250000 Penalty: 5073.999512
	Iteration 9F: 3 clusters Score -3148503 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3149642.250000 Penalty: 5073.999512
	Iteration 10Q: 3 clusters Score -3149642 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3150493.250000 Penalty: 5073.999512
	Iteration 11Q: 3 clusters Score -3150493 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3150950.250000 Penalty: 5073.999512
	Iteration 12Q: 3 clusters Score -3150950 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3151176.250000 Penalty: 5073.999512
	Iteration 13Q: 3 clusters Score -3151176 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3151316.750000 Penalty: 5073.999512
	Iteration 14Q: 3 clusters Score -3151317 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3151419.500000 Penalty: 5073.999512
	Iteration 15Q: 3 clusters Score -3151420 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3151495.250000 Penalty: 5073.999512
	Iteration 16Q: 3 clusters Score -3151495 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3151558.000000 Penalty: 5073.999512
	Iteration 17Q: 3 clusters Score -3151558 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3151616.000000 Penalty: 5073.999512
	Iteration 18Q: 3 clusters Score -3151616 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3151681.750000 Penalty: 5073.999512
	Iteration 19Q: 3 clusters Score -3151682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3151743.000000 Penalty: 5073.999512
	Iteration 20F: 3 clusters Score -3151743 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3151838.250000 Penalty: 5073.999512
	Iteration 21Q: 3 clusters Score -3151838 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3151971.500000 Penalty: 5073.999512
	Iteration 22Q: 3 clusters Score -3151972 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3152146.500000 Penalty: 5073.999512
	Iteration 23Q: 3 clusters Score -3152146 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3152344.250000 Penalty: 5073.999512
	Iteration 24Q: 3 clusters Score -3152344 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3152533.750000 Penalty: 5073.999512
	Iteration 25Q: 3 clusters Score -3152534 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3152692.500000 Penalty: 5073.999512
	Iteration 26Q: 3 clusters Score -3152692 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3152758.000000 Penalty: 5073.999512
	Iteration 27Q: 3 clusters Score -3152758 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3152791.500000 Penalty: 5073.999512
	Iteration 28Q: 3 clusters Score -3152792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3152810.250000 Penalty: 5073.999512
	Iteration 29Q: 3 clusters Score -3152810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3152813.000000 Penalty: 5073.999512
	Iteration 30Q: 3 clusters Score -3152813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3152826.250000 Penalty: 5073.999512
	Iteration 31Q: 3 clusters Score -3152826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3152816.500000 Penalty: 5073.999512
	Iteration 32Q: 3 clusters Score -3152816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3152824.500000 Penalty: 5073.999512
	Iteration 33Q: 3 clusters Score -3152824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3152827.250000 Penalty: 5073.999512
	Iteration 34Q: 3 clusters Score -3152827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3152823.000000 Penalty: 5073.999512
	Iteration 35Q: 3 clusters Score -3152823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3152828.500000 Penalty: 5073.999512
	Iteration 36Q: 3 clusters Score -3152828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3152829.000000 Penalty: 5073.999512
	Iteration 37Q: 3 clusters Score -3152829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3152834.000000 Penalty: 5073.999512
	Iteration 38Q: 3 clusters Score -3152834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3152829.750000 Penalty: 5073.999512
	Iteration 39Q: 3 clusters Score -3152830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3152834.000000 Penalty: 5073.999512
	Iteration 40F: 3 clusters Score -3152834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3152836.250000 Penalty: 5073.999512
	Iteration 41Q: 3 clusters Score -3152836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3152837.500000 Penalty: 5073.999512
	Iteration 42Q: 3 clusters Score -3152838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3152835.250000 Penalty: 5073.999512
	Iteration 43Q: 3 clusters Score -3152835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3152837.000000 Penalty: 5073.999512
	Iteration 44Q: 3 clusters Score -3152837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3152831.750000 Penalty: 5073.999512
	Iteration 45Q: 3 clusters Score -3152832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3152838.500000 Penalty: 5073.999512
	Iteration 46Q: 3 clusters Score -3152838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3152840.500000 Penalty: 5073.999512
	Iteration 47Q: 3 clusters Score -3152840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3152840.500000 Penalty: 5073.999512
	Iteration 48Q: 3 clusters Score -3152840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3152842.250000 Penalty: 5073.999512
	Iteration 49Q: 3 clusters Score -3152842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3152840.250000 Penalty: 5073.999512
	Iteration 50Q: 3 clusters Score -3152840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3152840.250000 Penalty: 5073.999512
	Iteration 51F: 3 clusters Score -3152840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108776 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211208 members 
Mstep: Class 16 contains 23801 members 
Mstep: Class 17 contains 38290 members 
Mstep: Class 18 contains 36503 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 9939 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8039 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12403 members 
Mstep: Class 32 contains 15040 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7071 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 53063 members 
Mstep: Class 45 contains 16646 members 
Mstep: Class 46 contains 44479 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 11097 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6932 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22599 members 
Mstep: Class 56 contains 19133 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1076 members 
Mstep: Class 62 contains 4912 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 12978 members 
Mstep: Class 66 contains 14740 members 
Entering Unmasked Estep 
Score: -139299792.000000 Penalty: 230321.296875
Splitting cluster 65 changes total score from -139300848.000000 to -139299792.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108776 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211208 members 
Mstep: Class 16 contains 23801 members 
Mstep: Class 17 contains 38290 members 
Mstep: Class 18 contains 36503 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 9939 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8039 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12403 members 
Mstep: Class 32 contains 15040 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7071 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 53063 members 
Mstep: Class 45 contains 16646 members 
Mstep: Class 46 contains 44479 members 
Mstep: Class 47 contains 13912 members 
Mstep: Class 48 contains 11097 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 6932 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22599 members 
Mstep: Class 56 contains 19133 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4597 members 
Mstep: Class 61 contains 1076 members 
Mstep: Class 62 contains 4912 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300720.000000 Penalty: 226831.578125
Iteration 439Q: 66 clusters Score -1.393007e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27252 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108777 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15716 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211175 members 
Mstep: Class 16 contains 23804 members 
Mstep: Class 17 contains 38223 members 
Mstep: Class 18 contains 36497 members 
Mstep: Class 19 contains 128134 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20692 members 
Mstep: Class 22 contains 9942 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8037 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 12401 members 
Mstep: Class 32 contains 15045 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7075 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3048 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7147 members 
Mstep: Class 44 contains 53078 members 
Mstep: Class 45 contains 16647 members 
Mstep: Class 46 contains 44476 members 
Mstep: Class 47 contains 13903 members 
Mstep: Class 48 contains 11097 members 
Mstep: Class 49 contains 3656 members 
Mstep: Class 50 contains 6933 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22597 members 
Mstep: Class 56 contains 19233 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4598 members 
Mstep: Class 61 contains 1078 members 
Mstep: Class 62 contains 4913 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300720.000000 Penalty: 226831.578125
Iteration 440F: 66 clusters Score -1.393007e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27246 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108783 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15718 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211136 members 
Mstep: Class 16 contains 23800 members 
Mstep: Class 17 contains 38171 members 
Mstep: Class 18 contains 36494 members 
Mstep: Class 19 contains 128133 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20694 members 
Mstep: Class 22 contains 9939 members 
Mstep: Class 23 contains 6669 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8041 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12396 members 
Mstep: Class 32 contains 15051 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7079 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3045 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 53094 members 
Mstep: Class 45 contains 16651 members 
Mstep: Class 46 contains 44468 members 
Mstep: Class 47 contains 13894 members 
Mstep: Class 48 contains 11098 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6933 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22597 members 
Mstep: Class 56 contains 19321 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4598 members 
Mstep: Class 61 contains 1082 members 
Mstep: Class 62 contains 4912 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300512.000000 Penalty: 226831.578125
Iteration 441Q: 66 clusters Score -1.393005e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27240 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108791 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15712 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211098 members 
Mstep: Class 16 contains 23798 members 
Mstep: Class 17 contains 38122 members 
Mstep: Class 18 contains 36493 members 
Mstep: Class 19 contains 128133 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20695 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 6674 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8048 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 12393 members 
Mstep: Class 32 contains 15055 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7083 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3044 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7140 members 
Mstep: Class 44 contains 53102 members 
Mstep: Class 45 contains 16651 members 
Mstep: Class 46 contains 44468 members 
Mstep: Class 47 contains 13878 members 
Mstep: Class 48 contains 11096 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6934 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22595 members 
Mstep: Class 56 contains 19425 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4598 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4913 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300608.000000 Penalty: 226831.578125
Iteration 442Q: 66 clusters Score -1.393006e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27237 members 
Mstep: Class 4 contains 3793 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108805 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15705 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211065 members 
Mstep: Class 16 contains 23800 members 
Mstep: Class 17 contains 38077 members 
Mstep: Class 18 contains 36490 members 
Mstep: Class 19 contains 128131 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 23 contains 6682 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8049 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 10289 members 
Mstep: Class 30 contains 4489 members 
Mstep: Class 31 contains 12389 members 
Mstep: Class 32 contains 15056 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7091 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3043 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7137 members 
Mstep: Class 44 contains 53104 members 
Mstep: Class 45 contains 16654 members 
Mstep: Class 46 contains 44467 members 
Mstep: Class 47 contains 13859 members 
Mstep: Class 48 contains 11100 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 6934 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24598 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22591 members 
Mstep: Class 56 contains 19504 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4598 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4913 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300720.000000 Penalty: 226831.578125
Iteration 443Q: 66 clusters Score -1.393007e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27236 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108812 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15704 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 211036 members 
Mstep: Class 16 contains 23800 members 
Mstep: Class 17 contains 38033 members 
Mstep: Class 18 contains 36486 members 
Mstep: Class 19 contains 128131 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20700 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 6688 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8050 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 10289 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12385 members 
Mstep: Class 32 contains 15055 members 
Mstep: Class 33 contains 9494 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7098 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3041 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7133 members 
Mstep: Class 44 contains 53110 members 
Mstep: Class 45 contains 16655 members 
Mstep: Class 46 contains 44463 members 
Mstep: Class 47 contains 13843 members 
Mstep: Class 48 contains 11104 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 6935 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24600 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22583 members 
Mstep: Class 56 contains 19580 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4598 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4911 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300720.000000 Penalty: 226831.578125
Iteration 444Q: 66 clusters Score -1.393007e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27237 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108813 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 15702 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 211011 members 
Mstep: Class 16 contains 23803 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 18 contains 36484 members 
Mstep: Class 19 contains 128131 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20704 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8058 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 10289 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12380 members 
Mstep: Class 32 contains 15059 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7107 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3041 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7132 members 
Mstep: Class 44 contains 53108 members 
Mstep: Class 45 contains 16657 members 
Mstep: Class 46 contains 44464 members 
Mstep: Class 47 contains 13831 members 
Mstep: Class 48 contains 11104 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6935 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24598 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22581 members 
Mstep: Class 56 contains 19664 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4598 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4911 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300784.000000 Penalty: 226831.578125
Iteration 445Q: 66 clusters Score -1.393008e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108829 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 15701 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210970 members 
Mstep: Class 16 contains 23807 members 
Mstep: Class 17 contains 37917 members 
Mstep: Class 18 contains 36484 members 
Mstep: Class 19 contains 128131 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 9914 members 
Mstep: Class 23 contains 6697 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8064 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 10287 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12379 members 
Mstep: Class 32 contains 15060 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7113 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3041 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7129 members 
Mstep: Class 44 contains 53109 members 
Mstep: Class 45 contains 16658 members 
Mstep: Class 46 contains 44465 members 
Mstep: Class 47 contains 13826 members 
Mstep: Class 48 contains 11105 members 
Mstep: Class 49 contains 3656 members 
Mstep: Class 50 contains 6935 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22579 members 
Mstep: Class 56 contains 19726 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4916 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300816.000000 Penalty: 226831.578125
Iteration 446Q: 66 clusters Score -1.393008e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27226 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108842 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 15698 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210942 members 
Mstep: Class 16 contains 23810 members 
Mstep: Class 17 contains 37860 members 
Mstep: Class 18 contains 36482 members 
Mstep: Class 19 contains 128127 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 9915 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8066 members 
Mstep: Class 28 contains 11502 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 12374 members 
Mstep: Class 32 contains 15061 members 
Mstep: Class 33 contains 9489 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7124 members 
Mstep: Class 44 contains 53105 members 
Mstep: Class 45 contains 16658 members 
Mstep: Class 46 contains 44473 members 
Mstep: Class 47 contains 13818 members 
Mstep: Class 48 contains 11109 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6936 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24592 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22581 members 
Mstep: Class 56 contains 19782 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4917 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301024.000000 Penalty: 226831.578125
Iteration 447Q: 66 clusters Score -1.39301e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108851 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15700 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210912 members 
Mstep: Class 16 contains 23816 members 
Mstep: Class 17 contains 37799 members 
Mstep: Class 18 contains 36480 members 
Mstep: Class 19 contains 128127 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 9913 members 
Mstep: Class 23 contains 6714 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8069 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 12376 members 
Mstep: Class 32 contains 15059 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7122 members 
Mstep: Class 44 contains 53101 members 
Mstep: Class 45 contains 16658 members 
Mstep: Class 46 contains 44474 members 
Mstep: Class 47 contains 13813 members 
Mstep: Class 48 contains 11110 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6937 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24590 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22581 members 
Mstep: Class 56 contains 19842 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4917 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139300976.000000 Penalty: 226831.578125
Iteration 448Q: 66 clusters Score -1.39301e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27232 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108854 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15700 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210887 members 
Mstep: Class 16 contains 23824 members 
Mstep: Class 17 contains 37747 members 
Mstep: Class 18 contains 36478 members 
Mstep: Class 19 contains 128128 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 9908 members 
Mstep: Class 23 contains 6727 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8071 members 
Mstep: Class 28 contains 11502 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 12377 members 
Mstep: Class 32 contains 15061 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7119 members 
Mstep: Class 44 contains 53101 members 
Mstep: Class 45 contains 16657 members 
Mstep: Class 46 contains 44478 members 
Mstep: Class 47 contains 13805 members 
Mstep: Class 48 contains 11110 members 
Mstep: Class 49 contains 3655 members 
Mstep: Class 50 contains 6937 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22579 members 
Mstep: Class 56 contains 19897 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4918 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301200.000000 Penalty: 226831.578125
Iteration 449Q: 66 clusters Score -1.393012e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27233 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108851 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15701 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210862 members 
Mstep: Class 16 contains 23826 members 
Mstep: Class 17 contains 37693 members 
Mstep: Class 18 contains 36479 members 
Mstep: Class 19 contains 128128 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 9907 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8069 members 
Mstep: Class 28 contains 11502 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 12376 members 
Mstep: Class 32 contains 15065 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7131 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7117 members 
Mstep: Class 44 contains 53102 members 
Mstep: Class 45 contains 16657 members 
Mstep: Class 46 contains 44472 members 
Mstep: Class 47 contains 13798 members 
Mstep: Class 48 contains 11107 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6937 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22577 members 
Mstep: Class 56 contains 19968 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4915 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301312.000000 Penalty: 226831.578125
Iteration 450Q: 66 clusters Score -1.393013e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108862 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15699 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210836 members 
Mstep: Class 16 contains 23829 members 
Mstep: Class 17 contains 37635 members 
Mstep: Class 18 contains 36479 members 
Mstep: Class 19 contains 128127 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20709 members 
Mstep: Class 22 contains 9909 members 
Mstep: Class 23 contains 6762 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8072 members 
Mstep: Class 28 contains 11504 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 12371 members 
Mstep: Class 32 contains 15066 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7133 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3038 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7111 members 
Mstep: Class 44 contains 53109 members 
Mstep: Class 45 contains 16657 members 
Mstep: Class 46 contains 44467 members 
Mstep: Class 47 contains 13793 members 
Mstep: Class 48 contains 11105 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6937 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22574 members 
Mstep: Class 56 contains 20036 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4914 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301328.000000 Penalty: 226831.578125
Iteration 451Q: 66 clusters Score -1.393013e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27230 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108861 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15694 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210809 members 
Mstep: Class 16 contains 23827 members 
Mstep: Class 17 contains 37566 members 
Mstep: Class 18 contains 36477 members 
Mstep: Class 19 contains 128127 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 9905 members 
Mstep: Class 23 contains 6769 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8079 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12369 members 
Mstep: Class 32 contains 15069 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7139 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3039 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 53117 members 
Mstep: Class 45 contains 16657 members 
Mstep: Class 46 contains 44459 members 
Mstep: Class 47 contains 13787 members 
Mstep: Class 48 contains 11105 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6939 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22574 members 
Mstep: Class 56 contains 20122 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4600 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4916 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301264.000000 Penalty: 226831.578125
Iteration 452Q: 66 clusters Score -1.393013e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27230 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108858 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15688 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210772 members 
Mstep: Class 16 contains 23830 members 
Mstep: Class 17 contains 37508 members 
Mstep: Class 18 contains 36477 members 
Mstep: Class 19 contains 128127 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 22 contains 9902 members 
Mstep: Class 23 contains 6773 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8082 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12366 members 
Mstep: Class 32 contains 15073 members 
Mstep: Class 33 contains 9484 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7147 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3039 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 53115 members 
Mstep: Class 45 contains 16656 members 
Mstep: Class 46 contains 44459 members 
Mstep: Class 47 contains 13776 members 
Mstep: Class 48 contains 11107 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6941 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24592 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22576 members 
Mstep: Class 56 contains 20211 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4600 members 
Mstep: Class 61 contains 1084 members 
Mstep: Class 62 contains 4918 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301216.000000 Penalty: 226831.578125
Iteration 453Q: 66 clusters Score -1.393012e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27226 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108856 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15681 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210734 members 
Mstep: Class 16 contains 23833 members 
Mstep: Class 17 contains 37457 members 
Mstep: Class 18 contains 36478 members 
Mstep: Class 19 contains 128126 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20712 members 
Mstep: Class 22 contains 9903 members 
Mstep: Class 23 contains 6775 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8085 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12364 members 
Mstep: Class 32 contains 15073 members 
Mstep: Class 33 contains 9477 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7154 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 53127 members 
Mstep: Class 45 contains 16657 members 
Mstep: Class 46 contains 44450 members 
Mstep: Class 47 contains 13766 members 
Mstep: Class 48 contains 11105 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6945 members 
Mstep: Class 51 contains 3729 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24592 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22578 members 
Mstep: Class 56 contains 20294 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1085 members 
Mstep: Class 62 contains 4919 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301264.000000 Penalty: 226831.578125
Iteration 454Q: 66 clusters Score -1.393013e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27222 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108852 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15679 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210702 members 
Mstep: Class 16 contains 23839 members 
Mstep: Class 17 contains 37425 members 
Mstep: Class 18 contains 36479 members 
Mstep: Class 19 contains 128125 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 9903 members 
Mstep: Class 23 contains 6786 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8088 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10289 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12362 members 
Mstep: Class 32 contains 15072 members 
Mstep: Class 33 contains 9474 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3043 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7097 members 
Mstep: Class 44 contains 53129 members 
Mstep: Class 45 contains 16662 members 
Mstep: Class 46 contains 44439 members 
Mstep: Class 47 contains 13755 members 
Mstep: Class 48 contains 11103 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6947 members 
Mstep: Class 51 contains 3729 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24591 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22569 members 
Mstep: Class 56 contains 20372 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1085 members 
Mstep: Class 62 contains 4917 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301120.000000 Penalty: 226831.578125
Iteration 455Q: 66 clusters Score -1.393011e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27222 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108864 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15673 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210678 members 
Mstep: Class 16 contains 23844 members 
Mstep: Class 17 contains 37387 members 
Mstep: Class 18 contains 36480 members 
Mstep: Class 19 contains 128120 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20714 members 
Mstep: Class 22 contains 9901 members 
Mstep: Class 23 contains 6794 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8091 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4489 members 
Mstep: Class 31 contains 12359 members 
Mstep: Class 32 contains 15073 members 
Mstep: Class 33 contains 9477 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3044 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7094 members 
Mstep: Class 44 contains 53126 members 
Mstep: Class 45 contains 16666 members 
Mstep: Class 46 contains 44435 members 
Mstep: Class 47 contains 13741 members 
Mstep: Class 48 contains 11102 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6950 members 
Mstep: Class 51 contains 3729 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22563 members 
Mstep: Class 56 contains 20434 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4600 members 
Mstep: Class 61 contains 1085 members 
Mstep: Class 62 contains 4918 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301216.000000 Penalty: 226831.578125
Iteration 456Q: 66 clusters Score -1.393012e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 27218 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 108867 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15666 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210648 members 
Mstep: Class 16 contains 23849 members 
Mstep: Class 17 contains 37374 members 
Mstep: Class 18 contains 36480 members 
Mstep: Class 19 contains 128115 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20716 members 
Mstep: Class 22 contains 9892 members 
Mstep: Class 23 contains 6807 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8093 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12356 members 
Mstep: Class 32 contains 15072 members 
Mstep: Class 33 contains 9478 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7177 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3042 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7090 members 
Mstep: Class 44 contains 53133 members 
Mstep: Class 45 contains 16670 members 
Mstep: Class 46 contains 44426 members 
Mstep: Class 47 contains 13722 members 
Mstep: Class 48 contains 11102 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6950 members 
Mstep: Class 51 contains 3729 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22558 members 
Mstep: Class 56 contains 20494 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4600 members 
Mstep: Class 61 contains 1086 members 
Mstep: Class 62 contains 4921 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301328.000000 Penalty: 226831.578125
Iteration 457Q: 66 clusters Score -1.393013e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5986 members 
Mstep: Class 3 contains 27211 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140537 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16684 members 
Mstep: Class 9 contains 108871 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15658 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210623 members 
Mstep: Class 16 contains 23848 members 
Mstep: Class 17 contains 37346 members 
Mstep: Class 18 contains 36477 members 
Mstep: Class 19 contains 128115 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20717 members 
Mstep: Class 22 contains 9884 members 
Mstep: Class 23 contains 6824 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8094 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12355 members 
Mstep: Class 32 contains 15073 members 
Mstep: Class 33 contains 9476 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7189 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3042 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7091 members 
Mstep: Class 44 contains 53140 members 
Mstep: Class 45 contains 16672 members 
Mstep: Class 46 contains 44419 members 
Mstep: Class 47 contains 13701 members 
Mstep: Class 48 contains 11101 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6952 members 
Mstep: Class 51 contains 3729 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24593 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22554 members 
Mstep: Class 56 contains 20560 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4600 members 
Mstep: Class 61 contains 1088 members 
Mstep: Class 62 contains 4921 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301248.000000 Penalty: 226831.578125
Iteration 458Q: 66 clusters Score -1.393012e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 27205 members 
Mstep: Class 4 contains 3796 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140536 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108869 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 15655 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 210605 members 
Mstep: Class 16 contains 23846 members 
Mstep: Class 17 contains 37329 members 
Mstep: Class 18 contains 36476 members 
Mstep: Class 19 contains 128114 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20718 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 23 contains 6840 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8092 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12352 members 
Mstep: Class 32 contains 15075 members 
Mstep: Class 33 contains 9476 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7195 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3042 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7089 members 
Mstep: Class 44 contains 53149 members 
Mstep: Class 45 contains 16673 members 
Mstep: Class 46 contains 44414 members 
Mstep: Class 47 contains 13686 members 
Mstep: Class 48 contains 11102 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 6953 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24593 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22550 members 
Mstep: Class 56 contains 20604 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6242 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4600 members 
Mstep: Class 61 contains 1088 members 
Mstep: Class 62 contains 4922 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301136.000000 Penalty: 226831.578125
Iteration 459Q: 66 clusters Score -1.393011e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 27203 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140536 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108864 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 15651 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 210590 members 
Mstep: Class 16 contains 23844 members 
Mstep: Class 17 contains 37320 members 
Mstep: Class 18 contains 36479 members 
Mstep: Class 19 contains 128113 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9877 members 
Mstep: Class 23 contains 6849 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8086 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 12350 members 
Mstep: Class 32 contains 15074 members 
Mstep: Class 33 contains 9475 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7200 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3042 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7085 members 
Mstep: Class 44 contains 53150 members 
Mstep: Class 45 contains 16678 members 
Mstep: Class 46 contains 44412 members 
Mstep: Class 47 contains 13678 members 
Mstep: Class 48 contains 11103 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6954 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22549 members 
Mstep: Class 56 contains 20643 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1088 members 
Mstep: Class 62 contains 4923 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301280.000000 Penalty: 226831.578125
Iteration 460F: 66 clusters Score -1.393013e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 27203 members 
Mstep: Class 4 contains 3791 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140536 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108857 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 15645 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210573 members 
Mstep: Class 16 contains 23845 members 
Mstep: Class 17 contains 37312 members 
Mstep: Class 18 contains 36478 members 
Mstep: Class 19 contains 128112 members 
Mstep: Class 20 contains 21558 members 
Mstep: Class 21 contains 20722 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 23 contains 6856 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8089 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12348 members 
Mstep: Class 32 contains 15073 members 
Mstep: Class 33 contains 9475 members 
Mstep: Class 34 contains 3147 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7202 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3043 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7085 members 
Mstep: Class 44 contains 53154 members 
Mstep: Class 45 contains 16682 members 
Mstep: Class 46 contains 44411 members 
Mstep: Class 47 contains 13670 members 
Mstep: Class 48 contains 11105 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6953 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24596 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22547 members 
Mstep: Class 56 contains 20672 members 
Mstep: Class 57 contains 1229 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1088 members 
Mstep: Class 62 contains 4925 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301344.000000 Penalty: 226831.578125
Iteration 461Q: 66 clusters Score -1.393013e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 27199 members 
Mstep: Class 4 contains 3793 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140536 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108850 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 15642 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 210561 members 
Mstep: Class 16 contains 23846 members 
Mstep: Class 17 contains 37302 members 
Mstep: Class 18 contains 36478 members 
Mstep: Class 19 contains 128111 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20722 members 
Mstep: Class 22 contains 9882 members 
Mstep: Class 23 contains 6865 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8092 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10291 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 15075 members 
Mstep: Class 33 contains 9473 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7202 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3043 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7085 members 
Mstep: Class 44 contains 53154 members 
Mstep: Class 45 contains 16684 members 
Mstep: Class 46 contains 44409 members 
Mstep: Class 47 contains 13655 members 
Mstep: Class 48 contains 11104 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6953 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24594 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22547 members 
Mstep: Class 56 contains 20708 members 
Mstep: Class 57 contains 1228 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1088 members 
Mstep: Class 62 contains 4924 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301424.000000 Penalty: 226831.578125
Iteration 462Q: 66 clusters Score -1.393014e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5981 members 
Mstep: Class 3 contains 27198 members 
Mstep: Class 4 contains 3791 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 140536 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108846 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 15641 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 210539 members 
Mstep: Class 16 contains 23846 members 
Mstep: Class 17 contains 37294 members 
Mstep: Class 18 contains 36477 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20722 members 
Mstep: Class 22 contains 9886 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8096 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 12348 members 
Mstep: Class 32 contains 15078 members 
Mstep: Class 33 contains 9475 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7203 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3045 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7083 members 
Mstep: Class 44 contains 53155 members 
Mstep: Class 45 contains 16687 members 
Mstep: Class 46 contains 44409 members 
Mstep: Class 47 contains 13648 members 
Mstep: Class 48 contains 11101 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6952 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22545 members 
Mstep: Class 56 contains 20743 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1088 members 
Mstep: Class 62 contains 4923 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301472.000000 Penalty: 226831.578125
Iteration 463Q: 66 clusters Score -1.393015e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27197 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 18051 members 
Mstep: Class 6 contains 140536 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108842 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15638 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 210526 members 
Mstep: Class 16 contains 23849 members 
Mstep: Class 17 contains 37284 members 
Mstep: Class 18 contains 36477 members 
Mstep: Class 19 contains 128109 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9886 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8101 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 12348 members 
Mstep: Class 32 contains 15080 members 
Mstep: Class 33 contains 9475 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7205 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3044 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9012 members 
Mstep: Class 43 contains 7079 members 
Mstep: Class 44 contains 53154 members 
Mstep: Class 45 contains 16691 members 
Mstep: Class 46 contains 44408 members 
Mstep: Class 47 contains 13640 members 
Mstep: Class 48 contains 11100 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6952 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22542 members 
Mstep: Class 56 contains 20781 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1089 members 
Mstep: Class 62 contains 4923 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301488.000000 Penalty: 226831.578125
Iteration 464Q: 66 clusters Score -1.393015e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27198 members 
Mstep: Class 4 contains 3793 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108842 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15636 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 210508 members 
Mstep: Class 16 contains 23859 members 
Mstep: Class 17 contains 37258 members 
Mstep: Class 18 contains 36474 members 
Mstep: Class 19 contains 128109 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9887 members 
Mstep: Class 23 contains 6871 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8104 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 12349 members 
Mstep: Class 32 contains 15079 members 
Mstep: Class 33 contains 9473 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7206 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3046 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7081 members 
Mstep: Class 44 contains 53149 members 
Mstep: Class 45 contains 16694 members 
Mstep: Class 46 contains 44398 members 
Mstep: Class 47 contains 13639 members 
Mstep: Class 48 contains 11099 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6952 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22541 members 
Mstep: Class 56 contains 20820 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4924 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301600.000000 Penalty: 226831.578125
Iteration 465Q: 66 clusters Score -1.393016e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27198 members 
Mstep: Class 4 contains 3793 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108842 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15631 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 210492 members 
Mstep: Class 16 contains 23865 members 
Mstep: Class 17 contains 37238 members 
Mstep: Class 18 contains 36474 members 
Mstep: Class 19 contains 128109 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9887 members 
Mstep: Class 23 contains 6880 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8102 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 12346 members 
Mstep: Class 32 contains 15080 members 
Mstep: Class 33 contains 9473 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7209 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3048 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7078 members 
Mstep: Class 44 contains 53147 members 
Mstep: Class 45 contains 16695 members 
Mstep: Class 46 contains 44394 members 
Mstep: Class 47 contains 13637 members 
Mstep: Class 48 contains 11096 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6952 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22540 members 
Mstep: Class 56 contains 20851 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301728.000000 Penalty: 226831.578125
Iteration 466Q: 66 clusters Score -1.393017e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27198 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108840 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15628 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 210477 members 
Mstep: Class 16 contains 23873 members 
Mstep: Class 17 contains 37213 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 128109 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20720 members 
Mstep: Class 22 contains 9885 members 
Mstep: Class 23 contains 6885 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8106 members 
Mstep: Class 28 contains 11504 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 12343 members 
Mstep: Class 32 contains 15085 members 
Mstep: Class 33 contains 9476 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7210 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3048 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7076 members 
Mstep: Class 44 contains 53145 members 
Mstep: Class 45 contains 16698 members 
Mstep: Class 46 contains 44393 members 
Mstep: Class 47 contains 13631 members 
Mstep: Class 48 contains 11096 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22537 members 
Mstep: Class 56 contains 20887 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139301712.000000 Penalty: 226831.578125
Iteration 467Q: 66 clusters Score -1.393017e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27198 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108841 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15627 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 210467 members 
Mstep: Class 16 contains 23878 members 
Mstep: Class 17 contains 37192 members 
Mstep: Class 18 contains 36476 members 
Mstep: Class 19 contains 128109 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20719 members 
Mstep: Class 22 contains 9884 members 
Mstep: Class 23 contains 6878 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8109 members 
Mstep: Class 28 contains 11504 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 12343 members 
Mstep: Class 32 contains 15088 members 
Mstep: Class 33 contains 9478 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7213 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3048 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7071 members 
Mstep: Class 44 contains 53143 members 
Mstep: Class 45 contains 16700 members 
Mstep: Class 46 contains 44391 members 
Mstep: Class 47 contains 13616 members 
Mstep: Class 48 contains 11095 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6952 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22535 members 
Mstep: Class 56 contains 20924 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4927 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302032.000000 Penalty: 226831.578125
Iteration 468Q: 66 clusters Score -1.39302e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27196 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108837 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15627 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 210448 members 
Mstep: Class 16 contains 23880 members 
Mstep: Class 17 contains 37185 members 
Mstep: Class 18 contains 36478 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20719 members 
Mstep: Class 22 contains 9883 members 
Mstep: Class 23 contains 6883 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8113 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 12341 members 
Mstep: Class 32 contains 15089 members 
Mstep: Class 33 contains 9476 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7217 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7071 members 
Mstep: Class 44 contains 53140 members 
Mstep: Class 45 contains 16702 members 
Mstep: Class 46 contains 44387 members 
Mstep: Class 47 contains 13607 members 
Mstep: Class 48 contains 11093 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22535 members 
Mstep: Class 56 contains 20953 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302064.000000 Penalty: 226831.578125
Iteration 469Q: 66 clusters Score -1.393021e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27190 members 
Mstep: Class 4 contains 3796 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108835 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15626 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210436 members 
Mstep: Class 16 contains 23883 members 
Mstep: Class 17 contains 37170 members 
Mstep: Class 18 contains 36478 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20720 members 
Mstep: Class 22 contains 9882 members 
Mstep: Class 23 contains 6887 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8115 members 
Mstep: Class 28 contains 11504 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 12341 members 
Mstep: Class 32 contains 15090 members 
Mstep: Class 33 contains 9473 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7222 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3051 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7071 members 
Mstep: Class 44 contains 53139 members 
Mstep: Class 45 contains 16705 members 
Mstep: Class 46 contains 44387 members 
Mstep: Class 47 contains 13606 members 
Mstep: Class 48 contains 11092 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6950 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22533 members 
Mstep: Class 56 contains 20972 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302112.000000 Penalty: 226831.578125
Iteration 470Q: 66 clusters Score -1.393021e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27186 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108840 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 210432 members 
Mstep: Class 16 contains 23887 members 
Mstep: Class 17 contains 37154 members 
Mstep: Class 18 contains 36479 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20719 members 
Mstep: Class 22 contains 9884 members 
Mstep: Class 23 contains 6887 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8115 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 12342 members 
Mstep: Class 32 contains 15092 members 
Mstep: Class 33 contains 9473 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7225 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3051 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7070 members 
Mstep: Class 44 contains 53140 members 
Mstep: Class 45 contains 16705 members 
Mstep: Class 46 contains 44385 members 
Mstep: Class 47 contains 13598 members 
Mstep: Class 48 contains 11093 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 22532 members 
Mstep: Class 56 contains 20995 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302144.000000 Penalty: 226831.578125
Iteration 471Q: 66 clusters Score -1.393021e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27184 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108840 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15618 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210416 members 
Mstep: Class 16 contains 23891 members 
Mstep: Class 17 contains 37141 members 
Mstep: Class 18 contains 36478 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20720 members 
Mstep: Class 22 contains 9888 members 
Mstep: Class 23 contains 6890 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
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Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 12341 members 
Mstep: Class 32 contains 15095 members 
Mstep: Class 33 contains 9474 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7227 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3051 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7070 members 
Mstep: Class 44 contains 53135 members 
Mstep: Class 45 contains 16704 members 
Mstep: Class 46 contains 44378 members 
Mstep: Class 47 contains 13596 members 
Mstep: Class 48 contains 11092 members 
Mstep: Class 49 contains 3650 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7642 members 
Mstep: Class 55 contains 22531 members 
Mstep: Class 56 contains 21022 members 
Mstep: Class 57 contains 1227 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302224.000000 Penalty: 226831.578125
Iteration 472Q: 66 clusters Score -1.393022e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27182 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108841 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15614 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210404 members 
Mstep: Class 16 contains 23890 members 
Mstep: Class 17 contains 37137 members 
Mstep: Class 18 contains 36477 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20719 members 
Mstep: Class 22 contains 9896 members 
Mstep: Class 23 contains 6889 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8119 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 12339 members 
Mstep: Class 32 contains 15096 members 
Mstep: Class 33 contains 9472 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7228 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7070 members 
Mstep: Class 44 contains 53133 members 
Mstep: Class 45 contains 16705 members 
Mstep: Class 46 contains 44376 members 
Mstep: Class 47 contains 13591 members 
Mstep: Class 48 contains 11092 members 
Mstep: Class 49 contains 3649 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22530 members 
Mstep: Class 56 contains 21051 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302192.000000 Penalty: 226831.578125
Iteration 473Q: 66 clusters Score -1.393022e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27183 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108843 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210389 members 
Mstep: Class 16 contains 23894 members 
Mstep: Class 17 contains 37127 members 
Mstep: Class 18 contains 36476 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9898 members 
Mstep: Class 23 contains 6890 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8121 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12339 members 
Mstep: Class 32 contains 15097 members 
Mstep: Class 33 contains 9471 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7230 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7070 members 
Mstep: Class 44 contains 53123 members 
Mstep: Class 45 contains 16707 members 
Mstep: Class 46 contains 44376 members 
Mstep: Class 47 contains 13589 members 
Mstep: Class 48 contains 11092 members 
Mstep: Class 49 contains 3647 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22527 members 
Mstep: Class 56 contains 21078 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4927 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302144.000000 Penalty: 226831.578125
Iteration 474Q: 66 clusters Score -1.393021e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27184 members 
Mstep: Class 4 contains 3796 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108844 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15607 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210372 members 
Mstep: Class 16 contains 23893 members 
Mstep: Class 17 contains 37128 members 
Mstep: Class 18 contains 36474 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9889 members 
Mstep: Class 23 contains 6888 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8123 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 12340 members 
Mstep: Class 32 contains 15098 members 
Mstep: Class 33 contains 9471 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7230 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7070 members 
Mstep: Class 44 contains 53119 members 
Mstep: Class 45 contains 16709 members 
Mstep: Class 46 contains 44374 members 
Mstep: Class 47 contains 13587 members 
Mstep: Class 48 contains 11092 members 
Mstep: Class 49 contains 3648 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22527 members 
Mstep: Class 56 contains 21106 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302176.000000 Penalty: 226831.578125
Iteration 475Q: 66 clusters Score -1.393022e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108843 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 15606 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210354 members 
Mstep: Class 16 contains 23893 members 
Mstep: Class 17 contains 37132 members 
Mstep: Class 18 contains 36474 members 
Mstep: Class 19 contains 128109 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9886 members 
Mstep: Class 23 contains 6890 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8127 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 12340 members 
Mstep: Class 32 contains 15098 members 
Mstep: Class 33 contains 9471 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7230 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3048 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7069 members 
Mstep: Class 44 contains 53115 members 
Mstep: Class 45 contains 16711 members 
Mstep: Class 46 contains 44374 members 
Mstep: Class 47 contains 13584 members 
Mstep: Class 48 contains 11090 members 
Mstep: Class 49 contains 3645 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22526 members 
Mstep: Class 56 contains 21130 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4599 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4927 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302160.000000 Penalty: 226831.578125
Iteration 476Q: 66 clusters Score -1.393022e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108847 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210347 members 
Mstep: Class 16 contains 23896 members 
Mstep: Class 17 contains 37127 members 
Mstep: Class 18 contains 36473 members 
Mstep: Class 19 contains 128109 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9881 members 
Mstep: Class 23 contains 6894 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8127 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 12341 members 
Mstep: Class 32 contains 15099 members 
Mstep: Class 33 contains 9471 members 
Mstep: Class 34 contains 3148 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7231 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3049 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7067 members 
Mstep: Class 44 contains 53116 members 
Mstep: Class 45 contains 16714 members 
Mstep: Class 46 contains 44370 members 
Mstep: Class 47 contains 13578 members 
Mstep: Class 48 contains 11090 members 
Mstep: Class 49 contains 3644 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7644 members 
Mstep: Class 55 contains 22525 members 
Mstep: Class 56 contains 21146 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4600 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4927 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302256.000000 Penalty: 226831.578125
Iteration 477Q: 66 clusters Score -1.393023e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27184 members 
Mstep: Class 4 contains 3796 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108852 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210343 members 
Mstep: Class 16 contains 23895 members 
Mstep: Class 17 contains 37109 members 
Mstep: Class 18 contains 36473 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9875 members 
Mstep: Class 23 contains 6897 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8128 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 12340 members 
Mstep: Class 32 contains 15100 members 
Mstep: Class 33 contains 9470 members 
Mstep: Class 34 contains 3149 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7237 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3049 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7068 members 
Mstep: Class 44 contains 53114 members 
Mstep: Class 45 contains 16714 members 
Mstep: Class 46 contains 44372 members 
Mstep: Class 47 contains 13576 members 
Mstep: Class 48 contains 11090 members 
Mstep: Class 49 contains 3642 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7643 members 
Mstep: Class 55 contains 22526 members 
Mstep: Class 56 contains 21164 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4927 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139302336.000000 Penalty: 226831.578125
Iteration 478Q: 66 clusters Score -1.393023e+08 nChanged 104
Entering ConstructFrom: 
Score: -139302336.000000 Penalty: 226831.578125
Entering ConstructFrom: 
Trying to split cluster 1 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -23827.416016 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -23827.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22622.351562 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -22622.35 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22935.812500 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -22935.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23113.275391 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -23113.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23174.080078 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -23174.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23190.925781 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -23190.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23219.564453 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -23219.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23263.462891 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -23263.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23305.023438 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -23305.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23307.857422 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -23307.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23307.857422 Penalty: 2873.334717
	Iteration 9F: 3 clusters Score -23307.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Entering Unmasked Estep 
Score: -595163.687500 Penalty: 2156.610107
	Iteration 0F: 2 clusters Score -595163.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -590067.500000 Penalty: 4313.220215
	Iteration 0F: 3 clusters Score -590067.5 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -591686.625000 Penalty: 4313.220215
	Iteration 1F: 3 clusters Score -591686.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -592129.625000 Penalty: 4313.220215
	Iteration 2F: 3 clusters Score -592129.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -592445.125000 Penalty: 4313.220215
	Iteration 3F: 3 clusters Score -592445.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -592673.250000 Penalty: 4313.220215
	Iteration 4F: 3 clusters Score -592673.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -592858.375000 Penalty: 4313.220215
	Iteration 5Q: 3 clusters Score -592858.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -592994.562500 Penalty: 4313.220215
	Iteration 6Q: 3 clusters Score -592994.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -593108.375000 Penalty: 4313.220215
	Iteration 7Q: 3 clusters Score -593108.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -593189.125000 Penalty: 4313.220215
	Iteration 8Q: 3 clusters Score -593189.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -593255.812500 Penalty: 4313.220215
	Iteration 9Q: 3 clusters Score -593255.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -593302.937500 Penalty: 4313.220215
	Iteration 10Q: 3 clusters Score -593302.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -593343.500000 Penalty: 4313.220215
	Iteration 11Q: 3 clusters Score -593343.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -593387.000000 Penalty: 4313.220215
	Iteration 12Q: 3 clusters Score -593387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -593413.875000 Penalty: 4313.220215
	Iteration 13Q: 3 clusters Score -593413.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -593440.437500 Penalty: 4313.220215
	Iteration 14Q: 3 clusters Score -593440.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -593457.437500 Penalty: 4313.220215
	Iteration 15Q: 3 clusters Score -593457.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -593470.312500 Penalty: 4313.220215
	Iteration 16Q: 3 clusters Score -593470.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -593479.625000 Penalty: 4313.220215
	Iteration 17Q: 3 clusters Score -593479.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -593485.812500 Penalty: 4313.220215
	Iteration 18Q: 3 clusters Score -593485.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -593492.937500 Penalty: 4313.220215
	Iteration 19Q: 3 clusters Score -593492.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -593496.500000 Penalty: 4313.220215
	Iteration 20F: 3 clusters Score -593496.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -593500.187500 Penalty: 4313.220215
	Iteration 21Q: 3 clusters Score -593500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -593502.875000 Penalty: 4313.220215
	Iteration 22Q: 3 clusters Score -593502.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -593506.687500 Penalty: 4313.220215
	Iteration 23Q: 3 clusters Score -593506.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -593510.812500 Penalty: 4313.220215
	Iteration 24Q: 3 clusters Score -593510.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -593514.625000 Penalty: 4313.220215
	Iteration 25Q: 3 clusters Score -593514.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -593519.437500 Penalty: 4313.220215
	Iteration 26Q: 3 clusters Score -593519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -593521.250000 Penalty: 4313.220215
	Iteration 27Q: 3 clusters Score -593521.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -593526.812500 Penalty: 4313.220215
	Iteration 28Q: 3 clusters Score -593526.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -593533.875000 Penalty: 4313.220215
	Iteration 29Q: 3 clusters Score -593533.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -593536.437500 Penalty: 4313.220215
	Iteration 30Q: 3 clusters Score -593536.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -593541.250000 Penalty: 4313.220215
	Iteration 31Q: 3 clusters Score -593541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -593545.625000 Penalty: 4313.220215
	Iteration 32Q: 3 clusters Score -593545.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -593549.750000 Penalty: 4313.220215
	Iteration 33Q: 3 clusters Score -593549.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -593553.562500 Penalty: 4313.220215
	Iteration 34Q: 3 clusters Score -593553.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -593556.812500 Penalty: 4313.220215
	Iteration 35Q: 3 clusters Score -593556.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -593560.312500 Penalty: 4313.220215
	Iteration 36Q: 3 clusters Score -593560.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -593561.750000 Penalty: 4313.220215
	Iteration 37Q: 3 clusters Score -593561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -593563.062500 Penalty: 4313.220215
	Iteration 38Q: 3 clusters Score -593563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -593566.000000 Penalty: 4313.220215
	Iteration 39Q: 3 clusters Score -593566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -593565.437500 Penalty: 4313.220215
	Iteration 40F: 3 clusters Score -593565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -593566.812500 Penalty: 4313.220215
	Iteration 41Q: 3 clusters Score -593566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -593567.187500 Penalty: 4313.220215
	Iteration 42Q: 3 clusters Score -593567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -593568.625000 Penalty: 4313.220215
	Iteration 43Q: 3 clusters Score -593568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -593568.750000 Penalty: 4313.220215
	Iteration 44Q: 3 clusters Score -593568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -593569.625000 Penalty: 4313.220215
	Iteration 45Q: 3 clusters Score -593569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -593570.250000 Penalty: 4313.220215
	Iteration 46Q: 3 clusters Score -593570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -593571.875000 Penalty: 4313.220215
	Iteration 47Q: 3 clusters Score -593571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -593572.437500 Penalty: 4313.220215
	Iteration 48Q: 3 clusters Score -593572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -593574.187500 Penalty: 4313.220215
	Iteration 49Q: 3 clusters Score -593574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -593574.062500 Penalty: 4313.220215
	Iteration 50Q: 3 clusters Score -593574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -593576.687500 Penalty: 4313.220215
	Iteration 51Q: 3 clusters Score -593576.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -593579.937500 Penalty: 4313.220215
	Iteration 52Q: 3 clusters Score -593579.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -593582.062500 Penalty: 4313.220215
	Iteration 53Q: 3 clusters Score -593582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -593583.687500 Penalty: 4313.220215
	Iteration 54Q: 3 clusters Score -593583.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -593585.375000 Penalty: 4313.220215
	Iteration 55Q: 3 clusters Score -593585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -593584.875000 Penalty: 4313.220215
	Iteration 56Q: 3 clusters Score -593584.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -593586.750000 Penalty: 4313.220215
	Iteration 57Q: 3 clusters Score -593586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -593590.000000 Penalty: 4313.220215
	Iteration 58Q: 3 clusters Score -593590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -593592.437500 Penalty: 4313.220215
	Iteration 59Q: 3 clusters Score -593592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -593592.687500 Penalty: 4313.220215
	Iteration 60F: 3 clusters Score -593592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -593594.375000 Penalty: 4313.220215
	Iteration 61Q: 3 clusters Score -593594.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -593595.937500 Penalty: 4313.220215
	Iteration 62Q: 3 clusters Score -593595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -593596.750000 Penalty: 4313.220215
	Iteration 63Q: 3 clusters Score -593596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -593596.187500 Penalty: 4313.220215
	Iteration 64Q: 3 clusters Score -593596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -593597.500000 Penalty: 4313.220215
	Iteration 65Q: 3 clusters Score -593597.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -593597.500000 Penalty: 4313.220215
	Iteration 66F: 3 clusters Score -593597.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Entering Unmasked Estep 
Score: -3100465.500000 Penalty: 2532.175049
	Iteration 0F: 2 clusters Score -3100466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3081809.750000 Penalty: 5064.350098
	Iteration 0F: 3 clusters Score -3081810 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3088388.500000 Penalty: 5064.350098
	Iteration 1F: 3 clusters Score -3088388 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3089028.250000 Penalty: 5064.350098
	Iteration 2F: 3 clusters Score -3089028 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3089882.500000 Penalty: 5064.350098
	Iteration 3F: 3 clusters Score -3089882 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3091087.500000 Penalty: 5064.350098
	Iteration 4F: 3 clusters Score -3091088 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3092685.250000 Penalty: 5064.350098
	Iteration 5F: 3 clusters Score -3092685 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3094371.750000 Penalty: 5064.350098
	Iteration 6F: 3 clusters Score -3094372 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3095738.500000 Penalty: 5064.350098
	Iteration 7F: 3 clusters Score -3095738 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3096747.250000 Penalty: 5064.350098
	Iteration 8F: 3 clusters Score -3096747 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3097485.000000 Penalty: 5064.350098
	Iteration 9Q: 3 clusters Score -3097485 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3098066.500000 Penalty: 5064.350098
	Iteration 10Q: 3 clusters Score -3098066 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3098586.750000 Penalty: 5064.350098
	Iteration 11Q: 3 clusters Score -3098587 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3098974.250000 Penalty: 5064.350098
	Iteration 12Q: 3 clusters Score -3098974 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3099251.500000 Penalty: 5064.350098
	Iteration 13Q: 3 clusters Score -3099252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3099449.500000 Penalty: 5064.350098
	Iteration 14Q: 3 clusters Score -3099450 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3099552.000000 Penalty: 5064.350098
	Iteration 15Q: 3 clusters Score -3099552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3099602.250000 Penalty: 5064.350098
	Iteration 16Q: 3 clusters Score -3099602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3099634.500000 Penalty: 5064.350098
	Iteration 17Q: 3 clusters Score -3099634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3099655.000000 Penalty: 5064.350098
	Iteration 18Q: 3 clusters Score -3099655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3099660.500000 Penalty: 5064.350098
	Iteration 19Q: 3 clusters Score -3099660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3099673.750000 Penalty: 5064.350098
	Iteration 20F: 3 clusters Score -3099674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3099676.500000 Penalty: 5064.350098
	Iteration 21Q: 3 clusters Score -3099676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3099676.750000 Penalty: 5064.350098
	Iteration 22Q: 3 clusters Score -3099677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3099679.750000 Penalty: 5064.350098
	Iteration 23Q: 3 clusters Score -3099680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3099677.500000 Penalty: 5064.350098
	Iteration 24Q: 3 clusters Score -3099678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3099680.750000 Penalty: 5064.350098
	Iteration 25Q: 3 clusters Score -3099681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3099682.000000 Penalty: 5064.350098
	Iteration 26Q: 3 clusters Score -3099682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3099676.500000 Penalty: 5064.350098
	Iteration 27Q: 3 clusters Score -3099676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3099676.500000 Penalty: 5064.350098
	Iteration 28F: 3 clusters Score -3099676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -374838.125000 Penalty: 2044.007568
	Iteration 0F: 2 clusters Score -374838.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -371126.718750 Penalty: 4088.015137
	Iteration 0F: 3 clusters Score -371126.7 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -372248.281250 Penalty: 4088.015137
	Iteration 1F: 3 clusters Score -372248.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -373011.625000 Penalty: 4088.015137
	Iteration 2F: 3 clusters Score -373011.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -373824.062500 Penalty: 4088.015137
	Iteration 3F: 3 clusters Score -373824.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -374462.343750 Penalty: 4088.015137
	Iteration 4F: 3 clusters Score -374462.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -374794.718750 Penalty: 4088.015137
	Iteration 5F: 3 clusters Score -374794.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -374960.281250 Penalty: 4088.015137
	Iteration 6Q: 3 clusters Score -374960.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -375097.500000 Penalty: 4088.015137
	Iteration 7Q: 3 clusters Score -375097.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -375275.468750 Penalty: 4088.015137
	Iteration 8Q: 3 clusters Score -375275.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -375404.031250 Penalty: 4088.015137
	Iteration 9Q: 3 clusters Score -375404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -375510.437500 Penalty: 4088.015137
	Iteration 10Q: 3 clusters Score -375510.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -375583.437500 Penalty: 4088.015137
	Iteration 11Q: 3 clusters Score -375583.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -375629.625000 Penalty: 4088.015137
	Iteration 12Q: 3 clusters Score -375629.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -375662.875000 Penalty: 4088.015137
	Iteration 13Q: 3 clusters Score -375662.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -375689.250000 Penalty: 4088.015137
	Iteration 14Q: 3 clusters Score -375689.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -375711.281250 Penalty: 4088.015137
	Iteration 15Q: 3 clusters Score -375711.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -375722.062500 Penalty: 4088.015137
	Iteration 16Q: 3 clusters Score -375722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -375729.187500 Penalty: 4088.015137
	Iteration 17Q: 3 clusters Score -375729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -375732.125000 Penalty: 4088.015137
	Iteration 18Q: 3 clusters Score -375732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -375734.343750 Penalty: 4088.015137
	Iteration 19Q: 3 clusters Score -375734.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -375738.312500 Penalty: 4088.015137
	Iteration 20F: 3 clusters Score -375738.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -375741.593750 Penalty: 4088.015137
	Iteration 21Q: 3 clusters Score -375741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -375744.406250 Penalty: 4088.015137
	Iteration 22Q: 3 clusters Score -375744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -375745.125000 Penalty: 4088.015137
	Iteration 23Q: 3 clusters Score -375745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -375746.593750 Penalty: 4088.015137
	Iteration 24Q: 3 clusters Score -375746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -375747.375000 Penalty: 4088.015137
	Iteration 25Q: 3 clusters Score -375747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -375748.250000 Penalty: 4088.015137
	Iteration 26Q: 3 clusters Score -375748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -375751.875000 Penalty: 4088.015137
	Iteration 27Q: 3 clusters Score -375751.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -375753.937500 Penalty: 4088.015137
	Iteration 28Q: 3 clusters Score -375753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -375753.687500 Penalty: 4088.015137
	Iteration 29Q: 3 clusters Score -375753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -375753.687500 Penalty: 4088.015137
	Iteration 30F: 3 clusters Score -375753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27184 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108856 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210333 members 
Mstep: Class 16 contains 23894 members 
Mstep: Class 17 contains 37098 members 
Mstep: Class 18 contains 36473 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9871 members 
Mstep: Class 23 contains 6901 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8129 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12336 members 
Mstep: Class 32 contains 15101 members 
Mstep: Class 33 contains 9468 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7244 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3051 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7068 members 
Mstep: Class 44 contains 53112 members 
Mstep: Class 45 contains 16714 members 
Mstep: Class 46 contains 44369 members 
Mstep: Class 47 contains 13572 members 
Mstep: Class 48 contains 11090 members 
Mstep: Class 49 contains 3644 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7644 members 
Mstep: Class 55 contains 22529 members 
Mstep: Class 56 contains 21181 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27811 members 
Mstep: Class 66 contains 1449 members 
Entering Unmasked Estep 
Score: -139301360.000000 Penalty: 230321.296875
Splitting cluster 4 changes total score from -139302336.000000 to -139301360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Entering Unmasked Estep 
Score: -1888106.625000 Penalty: 2430.678467
	Iteration 0F: 2 clusters Score -1888107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1875180.875000 Penalty: 4861.356934
	Iteration 0F: 3 clusters Score -1875181 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1879693.250000 Penalty: 4861.356934
	Iteration 1F: 3 clusters Score -1879693 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1880502.125000 Penalty: 4861.356934
	Iteration 2F: 3 clusters Score -1880502 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1881427.875000 Penalty: 4861.356934
	Iteration 3F: 3 clusters Score -1881428 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1882309.625000 Penalty: 4861.356934
	Iteration 4F: 3 clusters Score -1882310 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1883127.625000 Penalty: 4861.356934
	Iteration 5F: 3 clusters Score -1883128 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1883857.125000 Penalty: 4861.356934
	Iteration 6F: 3 clusters Score -1883857 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1884481.500000 Penalty: 4861.356934
	Iteration 7F: 3 clusters Score -1884482 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1884936.750000 Penalty: 4861.356934
	Iteration 8Q: 3 clusters Score -1884937 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1885261.000000 Penalty: 4861.356934
	Iteration 9Q: 3 clusters Score -1885261 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1885544.750000 Penalty: 4861.356934
	Iteration 10Q: 3 clusters Score -1885545 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1885831.500000 Penalty: 4861.356934
	Iteration 11Q: 3 clusters Score -1885832 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1886134.375000 Penalty: 4861.356934
	Iteration 12Q: 3 clusters Score -1886134 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1886391.375000 Penalty: 4861.356934
	Iteration 13Q: 3 clusters Score -1886391 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1886591.500000 Penalty: 4861.356934
	Iteration 14Q: 3 clusters Score -1886592 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1886746.875000 Penalty: 4861.356934
	Iteration 15Q: 3 clusters Score -1886747 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1886829.875000 Penalty: 4861.356934
	Iteration 16Q: 3 clusters Score -1886830 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1886873.625000 Penalty: 4861.356934
	Iteration 17Q: 3 clusters Score -1886874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1886913.875000 Penalty: 4861.356934
	Iteration 18Q: 3 clusters Score -1886914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1886937.875000 Penalty: 4861.356934
	Iteration 19Q: 3 clusters Score -1886938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1886957.375000 Penalty: 4861.356934
	Iteration 20F: 3 clusters Score -1886957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1886977.875000 Penalty: 4861.356934
	Iteration 21Q: 3 clusters Score -1886978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1886987.125000 Penalty: 4861.356934
	Iteration 22Q: 3 clusters Score -1886987 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1886999.750000 Penalty: 4861.356934
	Iteration 23Q: 3 clusters Score -1887000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1887015.250000 Penalty: 4861.356934
	Iteration 24Q: 3 clusters Score -1887015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1887016.500000 Penalty: 4861.356934
	Iteration 25Q: 3 clusters Score -1887016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1887016.875000 Penalty: 4861.356934
	Iteration 26Q: 3 clusters Score -1887017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1887019.875000 Penalty: 4861.356934
	Iteration 27Q: 3 clusters Score -1887020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1887015.500000 Penalty: 4861.356934
	Iteration 28Q: 3 clusters Score -1887016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1887017.000000 Penalty: 4861.356934
	Iteration 29Q: 3 clusters Score -1887017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1887014.875000 Penalty: 4861.356934
	Iteration 30Q: 3 clusters Score -1887015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1887018.000000 Penalty: 4861.356934
	Iteration 31Q: 3 clusters Score -1887018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1887017.375000 Penalty: 4861.356934
	Iteration 32Q: 3 clusters Score -1887017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1887018.250000 Penalty: 4861.356934
	Iteration 33Q: 3 clusters Score -1887018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1887021.500000 Penalty: 4861.356934
	Iteration 34Q: 3 clusters Score -1887022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1887022.125000 Penalty: 4861.356934
	Iteration 35Q: 3 clusters Score -1887022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1887023.750000 Penalty: 4861.356934
	Iteration 36Q: 3 clusters Score -1887024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1887022.000000 Penalty: 4861.356934
	Iteration 37Q: 3 clusters Score -1887022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1887021.000000 Penalty: 4861.356934
	Iteration 38Q: 3 clusters Score -1887021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1887021.250000 Penalty: 4861.356934
	Iteration 39Q: 3 clusters Score -1887021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1887021.875000 Penalty: 4861.356934
	Iteration 40F: 3 clusters Score -1887022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1887022.375000 Penalty: 4861.356934
	Iteration 41Q: 3 clusters Score -1887022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1887023.375000 Penalty: 4861.356934
	Iteration 42Q: 3 clusters Score -1887023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1887022.875000 Penalty: 4861.356934
	Iteration 43Q: 3 clusters Score -1887023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1887022.875000 Penalty: 4861.356934
	Iteration 44F: 3 clusters Score -1887023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Entering Unmasked Estep 
Score: -15801765.000000 Penalty: 2939.596436
	Iteration 0F: 2 clusters Score -1.580176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -15707650.000000 Penalty: 5879.192871
	Iteration 0F: 3 clusters Score -1.570765e+07 nChanged 67240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -15747033.000000 Penalty: 5879.192871
	Iteration 1F: 3 clusters Score -1.574703e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -15748454.000000 Penalty: 5879.192871
	Iteration 2Q: 3 clusters Score -1.574845e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -15750427.000000 Penalty: 5879.192871
	Iteration 3Q: 3 clusters Score -1.575043e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -15752768.000000 Penalty: 5879.192871
	Iteration 4Q: 3 clusters Score -1.575277e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -15755403.000000 Penalty: 5879.192871
	Iteration 5Q: 3 clusters Score -1.57554e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -15759015.000000 Penalty: 5879.192871
	Iteration 6F: 3 clusters Score -1.575902e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 73083 members 
Entering Unmasked Estep 
Score: -15763384.000000 Penalty: 5879.192871
	Iteration 7F: 3 clusters Score -1.576338e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -15768930.000000 Penalty: 5879.192871
	Iteration 8F: 3 clusters Score -1.576893e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -15774763.000000 Penalty: 5879.192871
	Iteration 9F: 3 clusters Score -1.577476e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
Score: -15779450.000000 Penalty: 5879.192871
	Iteration 10F: 3 clusters Score -1.577945e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 84661 members 
Entering Unmasked Estep 
Score: -15782103.000000 Penalty: 5879.192871
	Iteration 11Q: 3 clusters Score -1.57821e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -15783861.000000 Penalty: 5879.192871
	Iteration 12Q: 3 clusters Score -1.578386e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -15785377.000000 Penalty: 5879.192871
	Iteration 13Q: 3 clusters Score -1.578538e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -15786831.000000 Penalty: 5879.192871
	Iteration 14Q: 3 clusters Score -1.578683e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -15788117.000000 Penalty: 5879.192871
	Iteration 15Q: 3 clusters Score -1.578812e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -15789287.000000 Penalty: 5879.192871
	Iteration 16Q: 3 clusters Score -1.578929e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -15790110.000000 Penalty: 5879.192871
	Iteration 17Q: 3 clusters Score -1.579011e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 98936 members 
Entering Unmasked Estep 
Score: -15790783.000000 Penalty: 5879.192871
	Iteration 18Q: 3 clusters Score -1.579078e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 100334 members 
Entering Unmasked Estep 
Score: -15791267.000000 Penalty: 5879.192871
	Iteration 19Q: 3 clusters Score -1.579127e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -15791777.000000 Penalty: 5879.192871
	Iteration 20F: 3 clusters Score -1.579178e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 103039 members 
Entering Unmasked Estep 
Score: -15792264.000000 Penalty: 5879.192871
	Iteration 21Q: 3 clusters Score -1.579226e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 104306 members 
Entering Unmasked Estep 
Score: -15792696.000000 Penalty: 5879.192871
	Iteration 22Q: 3 clusters Score -1.57927e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -15792874.000000 Penalty: 5879.192871
	Iteration 23Q: 3 clusters Score -1.579287e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -15793200.000000 Penalty: 5879.192871
	Iteration 24Q: 3 clusters Score -1.57932e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -15793498.000000 Penalty: 5879.192871
	Iteration 25Q: 3 clusters Score -1.57935e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 108895 members 
Entering Unmasked Estep 
Score: -15793807.000000 Penalty: 5879.192871
	Iteration 26Q: 3 clusters Score -1.579381e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 110023 members 
Entering Unmasked Estep 
Score: -15794019.000000 Penalty: 5879.192871
	Iteration 27Q: 3 clusters Score -1.579402e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 111123 members 
Entering Unmasked Estep 
Score: -15794260.000000 Penalty: 5879.192871
	Iteration 28Q: 3 clusters Score -1.579426e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -15794555.000000 Penalty: 5879.192871
	Iteration 29Q: 3 clusters Score -1.579456e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -15794863.000000 Penalty: 5879.192871
	Iteration 30Q: 3 clusters Score -1.579486e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 114454 members 
Entering Unmasked Estep 
Score: -15795190.000000 Penalty: 5879.192871
	Iteration 31Q: 3 clusters Score -1.579519e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 115521 members 
Entering Unmasked Estep 
Score: -15795457.000000 Penalty: 5879.192871
	Iteration 32Q: 3 clusters Score -1.579546e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 116620 members 
Entering Unmasked Estep 
Score: -15795722.000000 Penalty: 5879.192871
	Iteration 33Q: 3 clusters Score -1.579572e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 117698 members 
Entering Unmasked Estep 
Score: -15796001.000000 Penalty: 5879.192871
	Iteration 34Q: 3 clusters Score -1.5796e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -15796198.000000 Penalty: 5879.192871
	Iteration 35Q: 3 clusters Score -1.57962e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 119609 members 
Entering Unmasked Estep 
Score: -15796439.000000 Penalty: 5879.192871
	Iteration 36Q: 3 clusters Score -1.579644e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 120516 members 
Entering Unmasked Estep 
Score: -15796675.000000 Penalty: 5879.192871
	Iteration 37Q: 3 clusters Score -1.579668e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 121433 members 
Entering Unmasked Estep 
Score: -15796947.000000 Penalty: 5879.192871
	Iteration 38Q: 3 clusters Score -1.579695e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 122293 members 
Entering Unmasked Estep 
Score: -15797141.000000 Penalty: 5879.192871
	Iteration 39Q: 3 clusters Score -1.579714e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 123091 members 
Entering Unmasked Estep 
Score: -15797283.000000 Penalty: 5879.192871
	Iteration 40F: 3 clusters Score -1.579728e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 123849 members 
Entering Unmasked Estep 
Score: -15797512.000000 Penalty: 5879.192871
	Iteration 41Q: 3 clusters Score -1.579751e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 124536 members 
Entering Unmasked Estep 
Score: -15797634.000000 Penalty: 5879.192871
	Iteration 42Q: 3 clusters Score -1.579763e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -15797738.000000 Penalty: 5879.192871
	Iteration 43Q: 3 clusters Score -1.579774e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 125748 members 
Entering Unmasked Estep 
Score: -15797862.000000 Penalty: 5879.192871
	Iteration 44Q: 3 clusters Score -1.579786e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 126288 members 
Entering Unmasked Estep 
Score: -15797908.000000 Penalty: 5879.192871
	Iteration 45Q: 3 clusters Score -1.579791e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 126844 members 
Entering Unmasked Estep 
Score: -15797957.000000 Penalty: 5879.192871
	Iteration 46Q: 3 clusters Score -1.579796e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 127360 members 
Entering Unmasked Estep 
Score: -15798067.000000 Penalty: 5879.192871
	Iteration 47Q: 3 clusters Score -1.579807e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 127822 members 
Entering Unmasked Estep 
Score: -15798207.000000 Penalty: 5879.192871
	Iteration 48Q: 3 clusters Score -1.579821e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 128249 members 
Entering Unmasked Estep 
Score: -15798333.000000 Penalty: 5879.192871
	Iteration 49Q: 3 clusters Score -1.579833e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 128640 members 
Entering Unmasked Estep 
Score: -15798457.000000 Penalty: 5879.192871
	Iteration 50Q: 3 clusters Score -1.579846e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 128997 members 
Entering Unmasked Estep 
Score: -15798528.000000 Penalty: 5879.192871
	Iteration 51Q: 3 clusters Score -1.579853e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 129365 members 
Entering Unmasked Estep 
Score: -15798554.000000 Penalty: 5879.192871
	Iteration 52Q: 3 clusters Score -1.579855e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -15798659.000000 Penalty: 5879.192871
	Iteration 53Q: 3 clusters Score -1.579866e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 130070 members 
Entering Unmasked Estep 
Score: -15798802.000000 Penalty: 5879.192871
	Iteration 54Q: 3 clusters Score -1.57988e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 130379 members 
Entering Unmasked Estep 
Score: -15798843.000000 Penalty: 5879.192871
	Iteration 55Q: 3 clusters Score -1.579884e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 130702 members 
Entering Unmasked Estep 
Score: -15798904.000000 Penalty: 5879.192871
	Iteration 56Q: 3 clusters Score -1.57989e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 130997 members 
Entering Unmasked Estep 
Score: -15798998.000000 Penalty: 5879.192871
	Iteration 57Q: 3 clusters Score -1.5799e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 131278 members 
Entering Unmasked Estep 
Score: -15799041.000000 Penalty: 5879.192871
	Iteration 58Q: 3 clusters Score -1.579904e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 131553 members 
Entering Unmasked Estep 
Score: -15799107.000000 Penalty: 5879.192871
	Iteration 59Q: 3 clusters Score -1.579911e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 131841 members 
Entering Unmasked Estep 
Score: -15799137.000000 Penalty: 5879.192871
	Iteration 60F: 3 clusters Score -1.579914e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 132124 members 
Entering Unmasked Estep 
Score: -15799222.000000 Penalty: 5879.192871
	Iteration 61Q: 3 clusters Score -1.579922e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -15799263.000000 Penalty: 5879.192871
	Iteration 62Q: 3 clusters Score -1.579926e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 132669 members 
Entering Unmasked Estep 
Score: -15799341.000000 Penalty: 5879.192871
	Iteration 63Q: 3 clusters Score -1.579934e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 132930 members 
Entering Unmasked Estep 
Score: -15799450.000000 Penalty: 5879.192871
	Iteration 64Q: 3 clusters Score -1.579945e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 133191 members 
Entering Unmasked Estep 
Score: -15799468.000000 Penalty: 5879.192871
	Iteration 65Q: 3 clusters Score -1.579947e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 133428 members 
Entering Unmasked Estep 
Score: -15799516.000000 Penalty: 5879.192871
	Iteration 66Q: 3 clusters Score -1.579952e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 133659 members 
Entering Unmasked Estep 
Score: -15799605.000000 Penalty: 5879.192871
	Iteration 67Q: 3 clusters Score -1.57996e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -15799684.000000 Penalty: 5879.192871
	Iteration 68Q: 3 clusters Score -1.579968e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -15799752.000000 Penalty: 5879.192871
	Iteration 69Q: 3 clusters Score -1.579975e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 134400 members 
Entering Unmasked Estep 
Score: -15799855.000000 Penalty: 5879.192871
	Iteration 70Q: 3 clusters Score -1.579986e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 134659 members 
Entering Unmasked Estep 
Score: -15799971.000000 Penalty: 5879.192871
	Iteration 71Q: 3 clusters Score -1.579997e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 134918 members 
Entering Unmasked Estep 
Score: -15800146.000000 Penalty: 5879.192871
	Iteration 72Q: 3 clusters Score -1.580015e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 135150 members 
Entering Unmasked Estep 
Score: -15800424.000000 Penalty: 5879.192871
	Iteration 73Q: 3 clusters Score -1.580042e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -15800608.000000 Penalty: 5879.192871
	Iteration 74Q: 3 clusters Score -1.580061e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 135576 members 
Entering Unmasked Estep 
Score: -15800774.000000 Penalty: 5879.192871
	Iteration 75Q: 3 clusters Score -1.580077e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 135707 members 
Entering Unmasked Estep 
Score: -15800868.000000 Penalty: 5879.192871
	Iteration 76Q: 3 clusters Score -1.580087e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 135789 members 
Entering Unmasked Estep 
Score: -15800875.000000 Penalty: 5879.192871
	Iteration 77Q: 3 clusters Score -1.580088e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 135851 members 
Entering Unmasked Estep 
Score: -15800876.000000 Penalty: 5879.192871
	Iteration 78Q: 3 clusters Score -1.580088e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 135912 members 
Entering Unmasked Estep 
Score: -15800869.000000 Penalty: 5879.192871
	Iteration 79Q: 3 clusters Score -1.580087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 135945 members 
Entering Unmasked Estep 
Score: -15800902.000000 Penalty: 5879.192871
	Iteration 80F: 3 clusters Score -1.58009e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 135974 members 
Entering Unmasked Estep 
Score: -15800881.000000 Penalty: 5879.192871
	Iteration 81Q: 3 clusters Score -1.580088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 135987 members 
Entering Unmasked Estep 
Score: -15800891.000000 Penalty: 5879.192871
	Iteration 82Q: 3 clusters Score -1.580089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 136004 members 
Entering Unmasked Estep 
Score: -15800895.000000 Penalty: 5879.192871
	Iteration 83Q: 3 clusters Score -1.58009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 136012 members 
Entering Unmasked Estep 
Score: -15800893.000000 Penalty: 5879.192871
	Iteration 84Q: 3 clusters Score -1.580089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -15800899.000000 Penalty: 5879.192871
	Iteration 85Q: 3 clusters Score -1.58009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -15800893.000000 Penalty: 5879.192871
	Iteration 86Q: 3 clusters Score -1.580089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -15800894.000000 Penalty: 5879.192871
	Iteration 87Q: 3 clusters Score -1.580089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -15800893.000000 Penalty: 5879.192871
	Iteration 88Q: 3 clusters Score -1.580089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 136027 members 
Entering Unmasked Estep 
Score: -15800905.000000 Penalty: 5879.192871
	Iteration 89Q: 3 clusters Score -1.58009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -15800909.000000 Penalty: 5879.192871
	Iteration 90Q: 3 clusters Score -1.580091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -15800909.000000 Penalty: 5879.192871
	Iteration 91F: 3 clusters Score -1.580091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -515674.437500 Penalty: 2118.194092
	Iteration 0F: 2 clusters Score -515674.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -511098.843750 Penalty: 4236.388184
	Iteration 0F: 3 clusters Score -511098.8 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -512425.031250 Penalty: 4236.388184
	Iteration 1F: 3 clusters Score -512425 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -512991.843750 Penalty: 4236.388184
	Iteration 2F: 3 clusters Score -512991.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -513474.718750 Penalty: 4236.388184
	Iteration 3F: 3 clusters Score -513474.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -513825.250000 Penalty: 4236.388184
	Iteration 4F: 3 clusters Score -513825.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -514042.375000 Penalty: 4236.388184
	Iteration 5F: 3 clusters Score -514042.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -514174.406250 Penalty: 4236.388184
	Iteration 6Q: 3 clusters Score -514174.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -514256.437500 Penalty: 4236.388184
	Iteration 7Q: 3 clusters Score -514256.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -514322.875000 Penalty: 4236.388184
	Iteration 8Q: 3 clusters Score -514322.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -514382.687500 Penalty: 4236.388184
	Iteration 9Q: 3 clusters Score -514382.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -514433.281250 Penalty: 4236.388184
	Iteration 10Q: 3 clusters Score -514433.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -514470.250000 Penalty: 4236.388184
	Iteration 11Q: 3 clusters Score -514470.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -514502.375000 Penalty: 4236.388184
	Iteration 12Q: 3 clusters Score -514502.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -514527.968750 Penalty: 4236.388184
	Iteration 13Q: 3 clusters Score -514528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -514550.468750 Penalty: 4236.388184
	Iteration 14Q: 3 clusters Score -514550.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -514571.000000 Penalty: 4236.388184
	Iteration 15Q: 3 clusters Score -514571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -514585.750000 Penalty: 4236.388184
	Iteration 16Q: 3 clusters Score -514585.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -514596.000000 Penalty: 4236.388184
	Iteration 17Q: 3 clusters Score -514596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -514605.906250 Penalty: 4236.388184
	Iteration 18Q: 3 clusters Score -514605.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -514619.781250 Penalty: 4236.388184
	Iteration 19Q: 3 clusters Score -514619.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -514634.093750 Penalty: 4236.388184
	Iteration 20F: 3 clusters Score -514634.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -514645.562500 Penalty: 4236.388184
	Iteration 21Q: 3 clusters Score -514645.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -514653.812500 Penalty: 4236.388184
	Iteration 22Q: 3 clusters Score -514653.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -514659.281250 Penalty: 4236.388184
	Iteration 23Q: 3 clusters Score -514659.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -514663.031250 Penalty: 4236.388184
	Iteration 24Q: 3 clusters Score -514663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -514667.218750 Penalty: 4236.388184
	Iteration 25Q: 3 clusters Score -514667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -514668.468750 Penalty: 4236.388184
	Iteration 26Q: 3 clusters Score -514668.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -514672.531250 Penalty: 4236.388184
	Iteration 27Q: 3 clusters Score -514672.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -514675.906250 Penalty: 4236.388184
	Iteration 28Q: 3 clusters Score -514675.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -514681.218750 Penalty: 4236.388184
	Iteration 29Q: 3 clusters Score -514681.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -514688.281250 Penalty: 4236.388184
	Iteration 30Q: 3 clusters Score -514688.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -514689.531250 Penalty: 4236.388184
	Iteration 31Q: 3 clusters Score -514689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -514692.281250 Penalty: 4236.388184
	Iteration 32Q: 3 clusters Score -514692.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -514695.968750 Penalty: 4236.388184
	Iteration 33Q: 3 clusters Score -514696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -514699.093750 Penalty: 4236.388184
	Iteration 34Q: 3 clusters Score -514699.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -514702.187500 Penalty: 4236.388184
	Iteration 35Q: 3 clusters Score -514702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -514702.718750 Penalty: 4236.388184
	Iteration 36Q: 3 clusters Score -514702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -514702.843750 Penalty: 4236.388184
	Iteration 37Q: 3 clusters Score -514702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -514702.843750 Penalty: 4236.388184
	Iteration 38F: 3 clusters Score -514702.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Entering Unmasked Estep 
Score: -1784194.125000 Penalty: 2411.121826
	Iteration 0F: 2 clusters Score -1784194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1772276.250000 Penalty: 4822.243652
	Iteration 0F: 3 clusters Score -1772276 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1776209.750000 Penalty: 4822.243652
	Iteration 1F: 3 clusters Score -1776210 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1776618.375000 Penalty: 4822.243652
	Iteration 2F: 3 clusters Score -1776618 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1776962.250000 Penalty: 4822.243652
	Iteration 3Q: 3 clusters Score -1776962 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1777274.125000 Penalty: 4822.243652
	Iteration 4Q: 3 clusters Score -1777274 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1777522.625000 Penalty: 4822.243652
	Iteration 5Q: 3 clusters Score -1777523 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1777800.000000 Penalty: 4822.243652
	Iteration 6Q: 3 clusters Score -1777800 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1778111.375000 Penalty: 4822.243652
	Iteration 7Q: 3 clusters Score -1778111 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1778427.875000 Penalty: 4822.243652
	Iteration 8Q: 3 clusters Score -1778428 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1778771.250000 Penalty: 4822.243652
	Iteration 9Q: 3 clusters Score -1778771 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1779123.000000 Penalty: 4822.243652
	Iteration 10Q: 3 clusters Score -1779123 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1779478.125000 Penalty: 4822.243652
	Iteration 11Q: 3 clusters Score -1779478 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1779742.125000 Penalty: 4822.243652
	Iteration 12Q: 3 clusters Score -1779742 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1779995.250000 Penalty: 4822.243652
	Iteration 13Q: 3 clusters Score -1779995 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1780226.750000 Penalty: 4822.243652
	Iteration 14Q: 3 clusters Score -1780227 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1780466.625000 Penalty: 4822.243652
	Iteration 15Q: 3 clusters Score -1780467 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1780690.875000 Penalty: 4822.243652
	Iteration 16Q: 3 clusters Score -1780691 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1780941.500000 Penalty: 4822.243652
	Iteration 17Q: 3 clusters Score -1780942 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1781162.375000 Penalty: 4822.243652
	Iteration 18Q: 3 clusters Score -1781162 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1781332.375000 Penalty: 4822.243652
	Iteration 19Q: 3 clusters Score -1781332 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1781509.875000 Penalty: 4822.243652
	Iteration 20F: 3 clusters Score -1781510 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1781661.875000 Penalty: 4822.243652
	Iteration 21Q: 3 clusters Score -1781662 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1781794.875000 Penalty: 4822.243652
	Iteration 22Q: 3 clusters Score -1781795 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1781891.375000 Penalty: 4822.243652
	Iteration 23Q: 3 clusters Score -1781891 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1781952.875000 Penalty: 4822.243652
	Iteration 24Q: 3 clusters Score -1781953 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1782002.750000 Penalty: 4822.243652
	Iteration 25Q: 3 clusters Score -1782003 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1782039.250000 Penalty: 4822.243652
	Iteration 26Q: 3 clusters Score -1782039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1782061.625000 Penalty: 4822.243652
	Iteration 27Q: 3 clusters Score -1782062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1782079.250000 Penalty: 4822.243652
	Iteration 28Q: 3 clusters Score -1782079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1782102.625000 Penalty: 4822.243652
	Iteration 29Q: 3 clusters Score -1782103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1782123.375000 Penalty: 4822.243652
	Iteration 30Q: 3 clusters Score -1782123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1782134.125000 Penalty: 4822.243652
	Iteration 31Q: 3 clusters Score -1782134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1782138.250000 Penalty: 4822.243652
	Iteration 32Q: 3 clusters Score -1782138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1782148.875000 Penalty: 4822.243652
	Iteration 33Q: 3 clusters Score -1782149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1782159.250000 Penalty: 4822.243652
	Iteration 34Q: 3 clusters Score -1782159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1782170.250000 Penalty: 4822.243652
	Iteration 35Q: 3 clusters Score -1782170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1782175.875000 Penalty: 4822.243652
	Iteration 36Q: 3 clusters Score -1782176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1782178.375000 Penalty: 4822.243652
	Iteration 37Q: 3 clusters Score -1782178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1782178.375000 Penalty: 4822.243652
	Iteration 38Q: 3 clusters Score -1782178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1782182.000000 Penalty: 4822.243652
	Iteration 39Q: 3 clusters Score -1782182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1782185.500000 Penalty: 4822.243652
	Iteration 40F: 3 clusters Score -1782186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1782185.250000 Penalty: 4822.243652
	Iteration 41Q: 3 clusters Score -1782185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1782185.750000 Penalty: 4822.243652
	Iteration 42Q: 3 clusters Score -1782186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1782187.375000 Penalty: 4822.243652
	Iteration 43Q: 3 clusters Score -1782187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1782187.375000 Penalty: 4822.243652
	Iteration 44Q: 3 clusters Score -1782187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1782187.375000 Penalty: 4822.243652
	Iteration 45Q: 3 clusters Score -1782187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1782187.375000 Penalty: 4822.243652
	Iteration 46F: 3 clusters Score -1782187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Entering Unmasked Estep 
Score: -12250545.000000 Penalty: 2876.249756
	Iteration 0F: 2 clusters Score -1.225054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -12177984.000000 Penalty: 5752.499512
	Iteration 0F: 3 clusters Score -1.217798e+07 nChanged 51480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -12207436.000000 Penalty: 5752.499512
	Iteration 1F: 3 clusters Score -1.220744e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -12208300.000000 Penalty: 5752.499512
	Iteration 2Q: 3 clusters Score -1.22083e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -12209595.000000 Penalty: 5752.499512
	Iteration 3Q: 3 clusters Score -1.22096e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -12211559.000000 Penalty: 5752.499512
	Iteration 4Q: 3 clusters Score -1.221156e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -12214825.000000 Penalty: 5752.499512
	Iteration 5F: 3 clusters Score -1.221482e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -12220157.000000 Penalty: 5752.499512
	Iteration 6F: 3 clusters Score -1.222016e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -12227565.000000 Penalty: 5752.499512
	Iteration 7F: 3 clusters Score -1.222756e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -12235372.000000 Penalty: 5752.499512
	Iteration 8F: 3 clusters Score -1.223537e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -12241395.000000 Penalty: 5752.499512
	Iteration 9F: 3 clusters Score -1.22414e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -12244966.000000 Penalty: 5752.499512
	Iteration 10Q: 3 clusters Score -1.224497e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 106116 members 
Entering Unmasked Estep 
Score: -12246678.000000 Penalty: 5752.499512
	Iteration 11Q: 3 clusters Score -1.224668e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 107013 members 
Entering Unmasked Estep 
Score: -12247362.000000 Penalty: 5752.499512
	Iteration 12Q: 3 clusters Score -1.224736e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 107461 members 
Entering Unmasked Estep 
Score: -12247729.000000 Penalty: 5752.499512
	Iteration 13Q: 3 clusters Score -1.224773e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -12247933.000000 Penalty: 5752.499512
	Iteration 14Q: 3 clusters Score -1.224793e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 107847 members 
Entering Unmasked Estep 
Score: -12248015.000000 Penalty: 5752.499512
	Iteration 15Q: 3 clusters Score -1.224802e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 107937 members 
Entering Unmasked Estep 
Score: -12248070.000000 Penalty: 5752.499512
	Iteration 16Q: 3 clusters Score -1.224807e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -12248117.000000 Penalty: 5752.499512
	Iteration 17Q: 3 clusters Score -1.224812e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 108033 members 
Entering Unmasked Estep 
Score: -12248146.000000 Penalty: 5752.499512
	Iteration 18Q: 3 clusters Score -1.224815e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 108066 members 
Entering Unmasked Estep 
Score: -12248193.000000 Penalty: 5752.499512
	Iteration 19Q: 3 clusters Score -1.224819e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -12248220.000000 Penalty: 5752.499512
	Iteration 20F: 3 clusters Score -1.224822e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -12248233.000000 Penalty: 5752.499512
	Iteration 21Q: 3 clusters Score -1.224823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -12248242.000000 Penalty: 5752.499512
	Iteration 22Q: 3 clusters Score -1.224824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 108144 members 
Entering Unmasked Estep 
Score: -12248240.000000 Penalty: 5752.499512
	Iteration 23Q: 3 clusters Score -1.224824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 108151 members 
Entering Unmasked Estep 
Score: -12248245.000000 Penalty: 5752.499512
	Iteration 24Q: 3 clusters Score -1.224824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 108159 members 
Entering Unmasked Estep 
Score: -12248259.000000 Penalty: 5752.499512
	Iteration 25Q: 3 clusters Score -1.224826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -12248255.000000 Penalty: 5752.499512
	Iteration 26Q: 3 clusters Score -1.224826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -12248264.000000 Penalty: 5752.499512
	Iteration 27Q: 3 clusters Score -1.224826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -12248273.000000 Penalty: 5752.499512
	Iteration 28Q: 3 clusters Score -1.224827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -12248266.000000 Penalty: 5752.499512
	Iteration 29Q: 3 clusters Score -1.224827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -12248266.000000 Penalty: 5752.499512
	Iteration 30F: 3 clusters Score -1.224827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -48012.742188 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -48012.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46597.574219 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46597.57 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46800.410156 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46800.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46879.625000 Penalty: 3037.843018
	Iteration 2F: 3 clusters Score -46879.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46903.714844 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46903.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46915.457031 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46915.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46928.484375 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46928.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46935.730469 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -46935.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46941.367188 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -46941.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46941.367188 Penalty: 3037.843018
	Iteration 8F: 3 clusters Score -46941.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Entering Unmasked Estep 
Score: -1060033.750000 Penalty: 2306.897949
	Iteration 0F: 2 clusters Score -1060034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1051670.500000 Penalty: 4613.795898
	Iteration 0F: 3 clusters Score -1051670 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1054137.125000 Penalty: 4613.795898
	Iteration 1F: 3 clusters Score -1054137 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1054499.000000 Penalty: 4613.795898
	Iteration 2F: 3 clusters Score -1054499 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1054861.375000 Penalty: 4613.795898
	Iteration 3F: 3 clusters Score -1054861 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1055290.000000 Penalty: 4613.795898
	Iteration 4F: 3 clusters Score -1055290 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1055667.125000 Penalty: 4613.795898
	Iteration 5F: 3 clusters Score -1055667 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1056034.000000 Penalty: 4613.795898
	Iteration 6Q: 3 clusters Score -1056034 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1056441.125000 Penalty: 4613.795898
	Iteration 7Q: 3 clusters Score -1056441 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1056806.375000 Penalty: 4613.795898
	Iteration 8Q: 3 clusters Score -1056806 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1057137.375000 Penalty: 4613.795898
	Iteration 9Q: 3 clusters Score -1057137 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1057432.625000 Penalty: 4613.795898
	Iteration 10Q: 3 clusters Score -1057433 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1057689.500000 Penalty: 4613.795898
	Iteration 11Q: 3 clusters Score -1057690 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1057896.875000 Penalty: 4613.795898
	Iteration 12Q: 3 clusters Score -1057897 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1058077.875000 Penalty: 4613.795898
	Iteration 13Q: 3 clusters Score -1058078 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1058207.250000 Penalty: 4613.795898
	Iteration 14Q: 3 clusters Score -1058207 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1058304.875000 Penalty: 4613.795898
	Iteration 15Q: 3 clusters Score -1058305 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1058386.750000 Penalty: 4613.795898
	Iteration 16Q: 3 clusters Score -1058387 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1058473.375000 Penalty: 4613.795898
	Iteration 17Q: 3 clusters Score -1058473 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1058547.750000 Penalty: 4613.795898
	Iteration 18Q: 3 clusters Score -1058548 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1058619.625000 Penalty: 4613.795898
	Iteration 19Q: 3 clusters Score -1058620 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1058693.375000 Penalty: 4613.795898
	Iteration 20F: 3 clusters Score -1058693 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1058759.625000 Penalty: 4613.795898
	Iteration 21Q: 3 clusters Score -1058760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1058829.500000 Penalty: 4613.795898
	Iteration 22Q: 3 clusters Score -1058830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1058883.000000 Penalty: 4613.795898
	Iteration 23Q: 3 clusters Score -1058883 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1058923.875000 Penalty: 4613.795898
	Iteration 24Q: 3 clusters Score -1058924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1058954.625000 Penalty: 4613.795898
	Iteration 25Q: 3 clusters Score -1058955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1058978.750000 Penalty: 4613.795898
	Iteration 26Q: 3 clusters Score -1058979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1059003.125000 Penalty: 4613.795898
	Iteration 27Q: 3 clusters Score -1059003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1059020.250000 Penalty: 4613.795898
	Iteration 28Q: 3 clusters Score -1059020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1059032.375000 Penalty: 4613.795898
	Iteration 29Q: 3 clusters Score -1059032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1059043.375000 Penalty: 4613.795898
	Iteration 30Q: 3 clusters Score -1059043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1059050.875000 Penalty: 4613.795898
	Iteration 31Q: 3 clusters Score -1059051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1059062.125000 Penalty: 4613.795898
	Iteration 32Q: 3 clusters Score -1059062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1059071.750000 Penalty: 4613.795898
	Iteration 33Q: 3 clusters Score -1059072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1059080.000000 Penalty: 4613.795898
	Iteration 34Q: 3 clusters Score -1059080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1059088.875000 Penalty: 4613.795898
	Iteration 35Q: 3 clusters Score -1059089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1059099.750000 Penalty: 4613.795898
	Iteration 36Q: 3 clusters Score -1059100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1059109.125000 Penalty: 4613.795898
	Iteration 37Q: 3 clusters Score -1059109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1059117.000000 Penalty: 4613.795898
	Iteration 38Q: 3 clusters Score -1059117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1059116.875000 Penalty: 4613.795898
	Iteration 39Q: 3 clusters Score -1059117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1059119.750000 Penalty: 4613.795898
	Iteration 40F: 3 clusters Score -1059120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1059121.500000 Penalty: 4613.795898
	Iteration 41Q: 3 clusters Score -1059122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1059120.500000 Penalty: 4613.795898
	Iteration 42Q: 3 clusters Score -1059120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1059126.875000 Penalty: 4613.795898
	Iteration 43Q: 3 clusters Score -1059127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1059133.000000 Penalty: 4613.795898
	Iteration 44Q: 3 clusters Score -1059133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1059137.000000 Penalty: 4613.795898
	Iteration 45Q: 3 clusters Score -1059137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1059142.625000 Penalty: 4613.795898
	Iteration 46Q: 3 clusters Score -1059143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1059147.250000 Penalty: 4613.795898
	Iteration 47Q: 3 clusters Score -1059147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1059150.500000 Penalty: 4613.795898
	Iteration 48Q: 3 clusters Score -1059150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1059150.875000 Penalty: 4613.795898
	Iteration 49Q: 3 clusters Score -1059151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1059150.875000 Penalty: 4613.795898
	Iteration 50F: 3 clusters Score -1059151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -727537.625000 Penalty: 2185.031006
	Iteration 0F: 2 clusters Score -727537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -722002.812500 Penalty: 4370.062012
	Iteration 0F: 3 clusters Score -722002.8 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -723499.750000 Penalty: 4370.062012
	Iteration 1F: 3 clusters Score -723499.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -723761.437500 Penalty: 4370.062012
	Iteration 2F: 3 clusters Score -723761.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -723972.250000 Penalty: 4370.062012
	Iteration 3F: 3 clusters Score -723972.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -724165.750000 Penalty: 4370.062012
	Iteration 4Q: 3 clusters Score -724165.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -724382.062500 Penalty: 4370.062012
	Iteration 5Q: 3 clusters Score -724382.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -724671.500000 Penalty: 4370.062012
	Iteration 6Q: 3 clusters Score -724671.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -725088.000000 Penalty: 4370.062012
	Iteration 7F: 3 clusters Score -725088 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -725643.187500 Penalty: 4370.062012
	Iteration 8F: 3 clusters Score -725643.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -726137.750000 Penalty: 4370.062012
	Iteration 9F: 3 clusters Score -726137.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -726517.875000 Penalty: 4370.062012
	Iteration 10Q: 3 clusters Score -726517.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -726740.750000 Penalty: 4370.062012
	Iteration 11Q: 3 clusters Score -726740.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -726892.687500 Penalty: 4370.062012
	Iteration 12Q: 3 clusters Score -726892.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -726984.687500 Penalty: 4370.062012
	Iteration 13Q: 3 clusters Score -726984.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -727040.187500 Penalty: 4370.062012
	Iteration 14Q: 3 clusters Score -727040.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -727060.125000 Penalty: 4370.062012
	Iteration 15Q: 3 clusters Score -727060.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -727065.312500 Penalty: 4370.062012
	Iteration 16Q: 3 clusters Score -727065.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -727070.312500 Penalty: 4370.062012
	Iteration 17Q: 3 clusters Score -727070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -727071.625000 Penalty: 4370.062012
	Iteration 18Q: 3 clusters Score -727071.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -727074.312500 Penalty: 4370.062012
	Iteration 19Q: 3 clusters Score -727074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -727077.312500 Penalty: 4370.062012
	Iteration 20F: 3 clusters Score -727077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -727078.625000 Penalty: 4370.062012
	Iteration 21Q: 3 clusters Score -727078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -727078.500000 Penalty: 4370.062012
	Iteration 22Q: 3 clusters Score -727078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -727079.812500 Penalty: 4370.062012
	Iteration 23Q: 3 clusters Score -727079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -727079.812500 Penalty: 4370.062012
	Iteration 24F: 3 clusters Score -727079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Entering Unmasked Estep 
Score: -1768183.500000 Penalty: 2394.510254
	Iteration 0F: 2 clusters Score -1768184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1756874.250000 Penalty: 4789.020508
	Iteration 0F: 3 clusters Score -1756874 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1760501.500000 Penalty: 4789.020508
	Iteration 1F: 3 clusters Score -1760502 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1760917.750000 Penalty: 4789.020508
	Iteration 2F: 3 clusters Score -1760918 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1761336.125000 Penalty: 4789.020508
	Iteration 3F: 3 clusters Score -1761336 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1761720.000000 Penalty: 4789.020508
	Iteration 4F: 3 clusters Score -1761720 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1762138.500000 Penalty: 4789.020508
	Iteration 5Q: 3 clusters Score -1762138 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1762582.500000 Penalty: 4789.020508
	Iteration 6F: 3 clusters Score -1762582 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1762992.125000 Penalty: 4789.020508
	Iteration 7Q: 3 clusters Score -1762992 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1763350.375000 Penalty: 4789.020508
	Iteration 8Q: 3 clusters Score -1763350 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1763598.875000 Penalty: 4789.020508
	Iteration 9Q: 3 clusters Score -1763599 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1763760.000000 Penalty: 4789.020508
	Iteration 10Q: 3 clusters Score -1763760 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1763895.125000 Penalty: 4789.020508
	Iteration 11Q: 3 clusters Score -1763895 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1764005.125000 Penalty: 4789.020508
	Iteration 12Q: 3 clusters Score -1764005 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1764092.000000 Penalty: 4789.020508
	Iteration 13Q: 3 clusters Score -1764092 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1764179.250000 Penalty: 4789.020508
	Iteration 14Q: 3 clusters Score -1764179 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1764265.375000 Penalty: 4789.020508
	Iteration 15Q: 3 clusters Score -1764265 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1764348.000000 Penalty: 4789.020508
	Iteration 16Q: 3 clusters Score -1764348 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1764430.250000 Penalty: 4789.020508
	Iteration 17Q: 3 clusters Score -1764430 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1764503.500000 Penalty: 4789.020508
	Iteration 18Q: 3 clusters Score -1764504 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1764576.375000 Penalty: 4789.020508
	Iteration 19Q: 3 clusters Score -1764576 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1764685.250000 Penalty: 4789.020508
	Iteration 20F: 3 clusters Score -1764685 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1764815.250000 Penalty: 4789.020508
	Iteration 21Q: 3 clusters Score -1764815 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1764943.875000 Penalty: 4789.020508
	Iteration 22Q: 3 clusters Score -1764944 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1765086.375000 Penalty: 4789.020508
	Iteration 23Q: 3 clusters Score -1765086 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1765218.250000 Penalty: 4789.020508
	Iteration 24Q: 3 clusters Score -1765218 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1765356.250000 Penalty: 4789.020508
	Iteration 25Q: 3 clusters Score -1765356 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1765485.375000 Penalty: 4789.020508
	Iteration 26Q: 3 clusters Score -1765485 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1765594.875000 Penalty: 4789.020508
	Iteration 27Q: 3 clusters Score -1765595 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1765706.125000 Penalty: 4789.020508
	Iteration 28Q: 3 clusters Score -1765706 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1765789.000000 Penalty: 4789.020508
	Iteration 29Q: 3 clusters Score -1765789 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1765848.375000 Penalty: 4789.020508
	Iteration 30Q: 3 clusters Score -1765848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1765889.375000 Penalty: 4789.020508
	Iteration 31Q: 3 clusters Score -1765889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1765923.750000 Penalty: 4789.020508
	Iteration 32Q: 3 clusters Score -1765924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1765964.750000 Penalty: 4789.020508
	Iteration 33Q: 3 clusters Score -1765965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1765998.250000 Penalty: 4789.020508
	Iteration 34Q: 3 clusters Score -1765998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1766034.375000 Penalty: 4789.020508
	Iteration 35Q: 3 clusters Score -1766034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1766065.375000 Penalty: 4789.020508
	Iteration 36Q: 3 clusters Score -1766065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1766096.375000 Penalty: 4789.020508
	Iteration 37Q: 3 clusters Score -1766096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1766115.250000 Penalty: 4789.020508
	Iteration 38Q: 3 clusters Score -1766115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1766134.250000 Penalty: 4789.020508
	Iteration 39Q: 3 clusters Score -1766134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1766143.625000 Penalty: 4789.020508
	Iteration 40F: 3 clusters Score -1766144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1766148.750000 Penalty: 4789.020508
	Iteration 41Q: 3 clusters Score -1766149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1766160.875000 Penalty: 4789.020508
	Iteration 42Q: 3 clusters Score -1766161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1766170.500000 Penalty: 4789.020508
	Iteration 43Q: 3 clusters Score -1766170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1766174.500000 Penalty: 4789.020508
	Iteration 44Q: 3 clusters Score -1766174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1766182.750000 Penalty: 4789.020508
	Iteration 45Q: 3 clusters Score -1766183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1766180.375000 Penalty: 4789.020508
	Iteration 46Q: 3 clusters Score -1766180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1766182.375000 Penalty: 4789.020508
	Iteration 47Q: 3 clusters Score -1766182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1766185.250000 Penalty: 4789.020508
	Iteration 48Q: 3 clusters Score -1766185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1766188.625000 Penalty: 4789.020508
	Iteration 49Q: 3 clusters Score -1766189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1766191.625000 Penalty: 4789.020508
	Iteration 50Q: 3 clusters Score -1766192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1766194.875000 Penalty: 4789.020508
	Iteration 51Q: 3 clusters Score -1766195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1766194.375000 Penalty: 4789.020508
	Iteration 52Q: 3 clusters Score -1766194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1766195.875000 Penalty: 4789.020508
	Iteration 53Q: 3 clusters Score -1766196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1766198.125000 Penalty: 4789.020508
	Iteration 54Q: 3 clusters Score -1766198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1766200.875000 Penalty: 4789.020508
	Iteration 55Q: 3 clusters Score -1766201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1766200.875000 Penalty: 4789.020508
	Iteration 56F: 3 clusters Score -1766201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Entering Unmasked Estep 
Score: -1056965.250000 Penalty: 2268.660889
	Iteration 0F: 2 clusters Score -1056965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1049608.750000 Penalty: 4537.321777
	Iteration 0F: 3 clusters Score -1049609 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1051704.250000 Penalty: 4537.321777
	Iteration 1F: 3 clusters Score -1051704 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1052092.250000 Penalty: 4537.321777
	Iteration 2F: 3 clusters Score -1052092 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1052452.000000 Penalty: 4537.321777
	Iteration 3F: 3 clusters Score -1052452 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1052866.750000 Penalty: 4537.321777
	Iteration 4F: 3 clusters Score -1052867 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1053304.375000 Penalty: 4537.321777
	Iteration 5F: 3 clusters Score -1053304 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1053749.125000 Penalty: 4537.321777
	Iteration 6F: 3 clusters Score -1053749 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1054203.625000 Penalty: 4537.321777
	Iteration 7F: 3 clusters Score -1054204 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1054595.375000 Penalty: 4537.321777
	Iteration 8Q: 3 clusters Score -1054595 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1054904.125000 Penalty: 4537.321777
	Iteration 9Q: 3 clusters Score -1054904 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1055207.500000 Penalty: 4537.321777
	Iteration 10Q: 3 clusters Score -1055208 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1055574.750000 Penalty: 4537.321777
	Iteration 11Q: 3 clusters Score -1055575 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1055913.875000 Penalty: 4537.321777
	Iteration 12Q: 3 clusters Score -1055914 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1056148.875000 Penalty: 4537.321777
	Iteration 13Q: 3 clusters Score -1056149 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1056330.000000 Penalty: 4537.321777
	Iteration 14Q: 3 clusters Score -1056330 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1056468.000000 Penalty: 4537.321777
	Iteration 15Q: 3 clusters Score -1056468 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1056562.500000 Penalty: 4537.321777
	Iteration 16Q: 3 clusters Score -1056562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1056606.375000 Penalty: 4537.321777
	Iteration 17Q: 3 clusters Score -1056606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1056623.250000 Penalty: 4537.321777
	Iteration 18Q: 3 clusters Score -1056623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1056635.125000 Penalty: 4537.321777
	Iteration 19Q: 3 clusters Score -1056635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1056637.000000 Penalty: 4537.321777
	Iteration 20F: 3 clusters Score -1056637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1056640.750000 Penalty: 4537.321777
	Iteration 21Q: 3 clusters Score -1056641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1056639.875000 Penalty: 4537.321777
	Iteration 22Q: 3 clusters Score -1056640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1056639.250000 Penalty: 4537.321777
	Iteration 23Q: 3 clusters Score -1056639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1056642.000000 Penalty: 4537.321777
	Iteration 24Q: 3 clusters Score -1056642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1056643.875000 Penalty: 4537.321777
	Iteration 25Q: 3 clusters Score -1056644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1056644.750000 Penalty: 4537.321777
	Iteration 26Q: 3 clusters Score -1056645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1056644.750000 Penalty: 4537.321777
	Iteration 27F: 3 clusters Score -1056645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (210333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210333 members 
Entering Unmasked Estep 
Score: -24178748.000000 Penalty: 3039.598877
	Iteration 0F: 2 clusters Score -2.417875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105424 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -24056938.000000 Penalty: 6079.197754
	Iteration 0F: 3 clusters Score -2.405694e+07 nChanged 101091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112445 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -24116432.000000 Penalty: 6079.197754
	Iteration 1F: 3 clusters Score -2.411643e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117241 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -24118304.000000 Penalty: 6079.197754
	Iteration 2Q: 3 clusters Score -2.41183e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124732 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -24121796.000000 Penalty: 6079.197754
	Iteration 3Q: 3 clusters Score -2.41218e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135730 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -24128404.000000 Penalty: 6079.197754
	Iteration 4F: 3 clusters Score -2.41284e+07 nChanged 15645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -24139194.000000 Penalty: 6079.197754
	Iteration 5F: 3 clusters Score -2.413919e+07 nChanged 18372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168893 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -24151916.000000 Penalty: 6079.197754
	Iteration 6F: 3 clusters Score -2.415192e+07 nChanged 18054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186889 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -24161986.000000 Penalty: 6079.197754
	Iteration 7F: 3 clusters Score -2.416199e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199823 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -24169192.000000 Penalty: 6079.197754
	Iteration 8F: 3 clusters Score -2.416919e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206638 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -24173356.000000 Penalty: 6079.197754
	Iteration 9Q: 3 clusters Score -2.417336e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209095 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -24175060.000000 Penalty: 6079.197754
	Iteration 10Q: 3 clusters Score -2.417506e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209771 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -24175648.000000 Penalty: 6079.197754
	Iteration 11Q: 3 clusters Score -2.417565e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209960 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -24175914.000000 Penalty: 6079.197754
	Iteration 12Q: 3 clusters Score -2.417591e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209991 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -24175978.000000 Penalty: 6079.197754
	Iteration 13Q: 3 clusters Score -2.417598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210004 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -24176010.000000 Penalty: 6079.197754
	Iteration 14Q: 3 clusters Score -2.417601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210013 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24176012.000000 Penalty: 6079.197754
	Iteration 15Q: 3 clusters Score -2.417601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210013 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24176032.000000 Penalty: 6079.197754
	Iteration 16Q: 3 clusters Score -2.417603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210019 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24176058.000000 Penalty: 6079.197754
	Iteration 17Q: 3 clusters Score -2.417606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210024 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24176082.000000 Penalty: 6079.197754
	Iteration 18Q: 3 clusters Score -2.417608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210026 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24176110.000000 Penalty: 6079.197754
	Iteration 19Q: 3 clusters Score -2.417611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210030 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24176104.000000 Penalty: 6079.197754
	Iteration 20F: 3 clusters Score -2.41761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210032 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24176114.000000 Penalty: 6079.197754
	Iteration 21Q: 3 clusters Score -2.417611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210032 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24176106.000000 Penalty: 6079.197754
	Iteration 22Q: 3 clusters Score -2.417611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210031 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24176116.000000 Penalty: 6079.197754
	Iteration 23Q: 3 clusters Score -2.417612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210031 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24176116.000000 Penalty: 6079.197754
	Iteration 24F: 3 clusters Score -2.417612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Entering Unmasked Estep 
Score: -2733921.250000 Penalty: 2500.182861
	Iteration 0F: 2 clusters Score -2733921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2717349.000000 Penalty: 5000.365723
	Iteration 0F: 3 clusters Score -2717349 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2723153.250000 Penalty: 5000.365723
	Iteration 1F: 3 clusters Score -2723153 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2723683.000000 Penalty: 5000.365723
	Iteration 2F: 3 clusters Score -2723683 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2724218.000000 Penalty: 5000.365723
	Iteration 3Q: 3 clusters Score -2724218 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2724884.250000 Penalty: 5000.365723
	Iteration 4Q: 3 clusters Score -2724884 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2725645.750000 Penalty: 5000.365723
	Iteration 5Q: 3 clusters Score -2725646 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2726488.250000 Penalty: 5000.365723
	Iteration 6Q: 3 clusters Score -2726488 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2727312.500000 Penalty: 5000.365723
	Iteration 7Q: 3 clusters Score -2727312 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2727967.750000 Penalty: 5000.365723
	Iteration 8Q: 3 clusters Score -2727968 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2728499.500000 Penalty: 5000.365723
	Iteration 9Q: 3 clusters Score -2728500 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2728884.000000 Penalty: 5000.365723
	Iteration 10Q: 3 clusters Score -2728884 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2729216.500000 Penalty: 5000.365723
	Iteration 11Q: 3 clusters Score -2729216 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2729487.250000 Penalty: 5000.365723
	Iteration 12Q: 3 clusters Score -2729487 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2729708.500000 Penalty: 5000.365723
	Iteration 13Q: 3 clusters Score -2729708 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2729883.750000 Penalty: 5000.365723
	Iteration 14Q: 3 clusters Score -2729884 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2730056.500000 Penalty: 5000.365723
	Iteration 15Q: 3 clusters Score -2730056 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2730226.500000 Penalty: 5000.365723
	Iteration 16Q: 3 clusters Score -2730226 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2730397.250000 Penalty: 5000.365723
	Iteration 17Q: 3 clusters Score -2730397 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2730605.750000 Penalty: 5000.365723
	Iteration 18Q: 3 clusters Score -2730606 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2730782.500000 Penalty: 5000.365723
	Iteration 19Q: 3 clusters Score -2730782 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2730930.500000 Penalty: 5000.365723
	Iteration 20F: 3 clusters Score -2730930 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2731044.250000 Penalty: 5000.365723
	Iteration 21Q: 3 clusters Score -2731044 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2731146.750000 Penalty: 5000.365723
	Iteration 22Q: 3 clusters Score -2731147 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2731255.000000 Penalty: 5000.365723
	Iteration 23Q: 3 clusters Score -2731255 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2731383.000000 Penalty: 5000.365723
	Iteration 24Q: 3 clusters Score -2731383 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2731505.750000 Penalty: 5000.365723
	Iteration 25Q: 3 clusters Score -2731506 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2731586.500000 Penalty: 5000.365723
	Iteration 26Q: 3 clusters Score -2731586 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2731660.500000 Penalty: 5000.365723
	Iteration 27Q: 3 clusters Score -2731660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2731727.750000 Penalty: 5000.365723
	Iteration 28Q: 3 clusters Score -2731728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2731778.750000 Penalty: 5000.365723
	Iteration 29Q: 3 clusters Score -2731779 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2731828.750000 Penalty: 5000.365723
	Iteration 30Q: 3 clusters Score -2731829 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2731878.750000 Penalty: 5000.365723
	Iteration 31Q: 3 clusters Score -2731879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2731903.000000 Penalty: 5000.365723
	Iteration 32Q: 3 clusters Score -2731903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2731923.000000 Penalty: 5000.365723
	Iteration 33Q: 3 clusters Score -2731923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2731936.250000 Penalty: 5000.365723
	Iteration 34Q: 3 clusters Score -2731936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2731940.500000 Penalty: 5000.365723
	Iteration 35Q: 3 clusters Score -2731940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2731948.250000 Penalty: 5000.365723
	Iteration 36Q: 3 clusters Score -2731948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2731957.750000 Penalty: 5000.365723
	Iteration 37Q: 3 clusters Score -2731958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2731961.000000 Penalty: 5000.365723
	Iteration 38Q: 3 clusters Score -2731961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2731965.500000 Penalty: 5000.365723
	Iteration 39Q: 3 clusters Score -2731966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2731972.250000 Penalty: 5000.365723
	Iteration 40F: 3 clusters Score -2731972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2731977.250000 Penalty: 5000.365723
	Iteration 41Q: 3 clusters Score -2731977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2731977.500000 Penalty: 5000.365723
	Iteration 42Q: 3 clusters Score -2731978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2731979.000000 Penalty: 5000.365723
	Iteration 43Q: 3 clusters Score -2731979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2731978.250000 Penalty: 5000.365723
	Iteration 44Q: 3 clusters Score -2731978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2731977.250000 Penalty: 5000.365723
	Iteration 45Q: 3 clusters Score -2731977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2731976.750000 Penalty: 5000.365723
	Iteration 46Q: 3 clusters Score -2731977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2731976.750000 Penalty: 5000.365723
	Iteration 47F: 3 clusters Score -2731977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Entering Unmasked Estep 
Score: -3933407.250000 Penalty: 2609.286865
	Iteration 0F: 2 clusters Score -3933407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3908174.750000 Penalty: 5218.573730
	Iteration 0F: 3 clusters Score -3908175 nChanged 16823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3918125.250000 Penalty: 5218.573730
	Iteration 1F: 3 clusters Score -3918125 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3919905.750000 Penalty: 5218.573730
	Iteration 2F: 3 clusters Score -3919906 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3922417.500000 Penalty: 5218.573730
	Iteration 3F: 3 clusters Score -3922418 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3925299.250000 Penalty: 5218.573730
	Iteration 4F: 3 clusters Score -3925299 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3927467.500000 Penalty: 5218.573730
	Iteration 5F: 3 clusters Score -3927468 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3928751.250000 Penalty: 5218.573730
	Iteration 6F: 3 clusters Score -3928751 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3929436.000000 Penalty: 5218.573730
	Iteration 7Q: 3 clusters Score -3929436 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3929780.250000 Penalty: 5218.573730
	Iteration 8Q: 3 clusters Score -3929780 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3929923.000000 Penalty: 5218.573730
	Iteration 9Q: 3 clusters Score -3929923 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3930024.500000 Penalty: 5218.573730
	Iteration 10Q: 3 clusters Score -3930024 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3930112.250000 Penalty: 5218.573730
	Iteration 11Q: 3 clusters Score -3930112 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3930169.500000 Penalty: 5218.573730
	Iteration 12Q: 3 clusters Score -3930170 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3930221.250000 Penalty: 5218.573730
	Iteration 13Q: 3 clusters Score -3930221 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3930244.750000 Penalty: 5218.573730
	Iteration 14Q: 3 clusters Score -3930245 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3930276.000000 Penalty: 5218.573730
	Iteration 15Q: 3 clusters Score -3930276 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3930308.000000 Penalty: 5218.573730
	Iteration 16Q: 3 clusters Score -3930308 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3930334.250000 Penalty: 5218.573730
	Iteration 17Q: 3 clusters Score -3930334 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3930373.500000 Penalty: 5218.573730
	Iteration 18Q: 3 clusters Score -3930374 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3930400.000000 Penalty: 5218.573730
	Iteration 19Q: 3 clusters Score -3930400 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3930465.250000 Penalty: 5218.573730
	Iteration 20F: 3 clusters Score -3930465 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3930522.500000 Penalty: 5218.573730
	Iteration 21Q: 3 clusters Score -3930522 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3930597.000000 Penalty: 5218.573730
	Iteration 22Q: 3 clusters Score -3930597 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3930670.250000 Penalty: 5218.573730
	Iteration 23Q: 3 clusters Score -3930670 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3930750.500000 Penalty: 5218.573730
	Iteration 24Q: 3 clusters Score -3930750 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3930871.000000 Penalty: 5218.573730
	Iteration 25Q: 3 clusters Score -3930871 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3931073.750000 Penalty: 5218.573730
	Iteration 26Q: 3 clusters Score -3931074 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3931301.750000 Penalty: 5218.573730
	Iteration 27Q: 3 clusters Score -3931302 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3931542.000000 Penalty: 5218.573730
	Iteration 28Q: 3 clusters Score -3931542 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3931832.250000 Penalty: 5218.573730
	Iteration 29Q: 3 clusters Score -3931832 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3932134.750000 Penalty: 5218.573730
	Iteration 30Q: 3 clusters Score -3932135 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3932389.750000 Penalty: 5218.573730
	Iteration 31Q: 3 clusters Score -3932390 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3932626.750000 Penalty: 5218.573730
	Iteration 32Q: 3 clusters Score -3932627 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3932812.750000 Penalty: 5218.573730
	Iteration 33Q: 3 clusters Score -3932813 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3932964.000000 Penalty: 5218.573730
	Iteration 34Q: 3 clusters Score -3932964 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3933094.250000 Penalty: 5218.573730
	Iteration 35Q: 3 clusters Score -3933094 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3933187.500000 Penalty: 5218.573730
	Iteration 36Q: 3 clusters Score -3933188 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -3933272.000000 Penalty: 5218.573730
	Iteration 37Q: 3 clusters Score -3933272 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3933334.750000 Penalty: 5218.573730
	Iteration 38Q: 3 clusters Score -3933335 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3933381.000000 Penalty: 5218.573730
	Iteration 39Q: 3 clusters Score -3933381 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3933421.500000 Penalty: 5218.573730
	Iteration 40F: 3 clusters Score -3933422 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3933449.000000 Penalty: 5218.573730
	Iteration 41Q: 3 clusters Score -3933449 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3933455.250000 Penalty: 5218.573730
	Iteration 42Q: 3 clusters Score -3933455 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3933483.000000 Penalty: 5218.573730
	Iteration 43Q: 3 clusters Score -3933483 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3933498.750000 Penalty: 5218.573730
	Iteration 44Q: 3 clusters Score -3933499 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3933512.750000 Penalty: 5218.573730
	Iteration 45Q: 3 clusters Score -3933513 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3933520.250000 Penalty: 5218.573730
	Iteration 46Q: 3 clusters Score -3933520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3933538.750000 Penalty: 5218.573730
	Iteration 47Q: 3 clusters Score -3933539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3933550.750000 Penalty: 5218.573730
	Iteration 48Q: 3 clusters Score -3933551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3933564.000000 Penalty: 5218.573730
	Iteration 49Q: 3 clusters Score -3933564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3933576.000000 Penalty: 5218.573730
	Iteration 50Q: 3 clusters Score -3933576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3933565.500000 Penalty: 5218.573730
	Iteration 51Q: 3 clusters Score -3933566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3933579.250000 Penalty: 5218.573730
	Iteration 52Q: 3 clusters Score -3933579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3933578.000000 Penalty: 5218.573730
	Iteration 53Q: 3 clusters Score -3933578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3933583.250000 Penalty: 5218.573730
	Iteration 54Q: 3 clusters Score -3933583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3933583.500000 Penalty: 5218.573730
	Iteration 55Q: 3 clusters Score -3933584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3933592.750000 Penalty: 5218.573730
	Iteration 56Q: 3 clusters Score -3933593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3933589.250000 Penalty: 5218.573730
	Iteration 57Q: 3 clusters Score -3933589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3933593.250000 Penalty: 5218.573730
	Iteration 58Q: 3 clusters Score -3933593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3933595.000000 Penalty: 5218.573730
	Iteration 59Q: 3 clusters Score -3933595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3933595.750000 Penalty: 5218.573730
	Iteration 60F: 3 clusters Score -3933596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3933605.250000 Penalty: 5218.573730
	Iteration 61Q: 3 clusters Score -3933605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3933608.750000 Penalty: 5218.573730
	Iteration 62Q: 3 clusters Score -3933609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3933609.500000 Penalty: 5218.573730
	Iteration 63Q: 3 clusters Score -3933610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3933612.250000 Penalty: 5218.573730
	Iteration 64Q: 3 clusters Score -3933612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3933617.500000 Penalty: 5218.573730
	Iteration 65Q: 3 clusters Score -3933618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3933612.500000 Penalty: 5218.573730
	Iteration 66Q: 3 clusters Score -3933612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3933616.750000 Penalty: 5218.573730
	Iteration 67Q: 3 clusters Score -3933617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3933615.250000 Penalty: 5218.573730
	Iteration 68Q: 3 clusters Score -3933615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3933615.750000 Penalty: 5218.573730
	Iteration 69Q: 3 clusters Score -3933616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3933617.000000 Penalty: 5218.573730
	Iteration 70Q: 3 clusters Score -3933617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3933611.000000 Penalty: 5218.573730
	Iteration 71Q: 3 clusters Score -3933611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3933613.750000 Penalty: 5218.573730
	Iteration 72Q: 3 clusters Score -3933614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3933613.500000 Penalty: 5218.573730
	Iteration 73Q: 3 clusters Score -3933614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3933612.750000 Penalty: 5218.573730
	Iteration 74Q: 3 clusters Score -3933613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3933615.000000 Penalty: 5218.573730
	Iteration 75Q: 3 clusters Score -3933615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3933625.750000 Penalty: 5218.573730
	Iteration 76Q: 3 clusters Score -3933626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3933624.500000 Penalty: 5218.573730
	Iteration 77Q: 3 clusters Score -3933624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3933619.500000 Penalty: 5218.573730
	Iteration 78Q: 3 clusters Score -3933620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3933621.750000 Penalty: 5218.573730
	Iteration 79Q: 3 clusters Score -3933622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3933621.750000 Penalty: 5218.573730
	Iteration 80F: 3 clusters Score -3933622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27184 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108856 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210333 members 
Mstep: Class 16 contains 23894 members 
Mstep: Class 17 contains 33656 members 
Mstep: Class 18 contains 36473 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9871 members 
Mstep: Class 23 contains 6901 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8129 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12336 members 
Mstep: Class 32 contains 15101 members 
Mstep: Class 33 contains 9468 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7244 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3051 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 9011 members 
Mstep: Class 43 contains 7068 members 
Mstep: Class 44 contains 53112 members 
Mstep: Class 45 contains 16714 members 
Mstep: Class 46 contains 44369 members 
Mstep: Class 47 contains 13572 members 
Mstep: Class 48 contains 11090 members 
Mstep: Class 49 contains 3644 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7644 members 
Mstep: Class 55 contains 22529 members 
Mstep: Class 56 contains 21181 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27811 members 
Mstep: Class 66 contains 3442 members 
Entering Unmasked Estep 
Score: -139300960.000000 Penalty: 230321.296875
Splitting cluster 17 changes total score from -139302336.000000 to -139300960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (36473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Entering Unmasked Estep 
Score: -4112806.500000 Penalty: 2605.073242
	Iteration 0F: 2 clusters Score -4112806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4088109.250000 Penalty: 5210.146484
	Iteration 0F: 3 clusters Score -4088109 nChanged 16588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4097147.250000 Penalty: 5210.146484
	Iteration 1F: 3 clusters Score -4097147 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4097692.500000 Penalty: 5210.146484
	Iteration 2Q: 3 clusters Score -4097692 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -4098237.000000 Penalty: 5210.146484
	Iteration 3Q: 3 clusters Score -4098237 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4098892.750000 Penalty: 5210.146484
	Iteration 4Q: 3 clusters Score -4098893 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -4099640.750000 Penalty: 5210.146484
	Iteration 5Q: 3 clusters Score -4099641 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4100568.000000 Penalty: 5210.146484
	Iteration 6Q: 3 clusters Score -4100568 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4101589.750000 Penalty: 5210.146484
	Iteration 7F: 3 clusters Score -4101590 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -4102696.750000 Penalty: 5210.146484
	Iteration 8F: 3 clusters Score -4102697 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4103916.750000 Penalty: 5210.146484
	Iteration 9F: 3 clusters Score -4103917 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -4105217.000000 Penalty: 5210.146484
	Iteration 10F: 3 clusters Score -4105217 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4106658.000000 Penalty: 5210.146484
	Iteration 11F: 3 clusters Score -4106658 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -4107884.750000 Penalty: 5210.146484
	Iteration 12Q: 3 clusters Score -4107885 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4108876.500000 Penalty: 5210.146484
	Iteration 13Q: 3 clusters Score -4108876 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4109644.250000 Penalty: 5210.146484
	Iteration 14Q: 3 clusters Score -4109644 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4110143.000000 Penalty: 5210.146484
	Iteration 15Q: 3 clusters Score -4110143 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4110430.750000 Penalty: 5210.146484
	Iteration 16Q: 3 clusters Score -4110431 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4110578.250000 Penalty: 5210.146484
	Iteration 17Q: 3 clusters Score -4110578 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4110681.750000 Penalty: 5210.146484
	Iteration 18Q: 3 clusters Score -4110682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4110759.750000 Penalty: 5210.146484
	Iteration 19Q: 3 clusters Score -4110760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4110791.750000 Penalty: 5210.146484
	Iteration 20F: 3 clusters Score -4110792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4110824.250000 Penalty: 5210.146484
	Iteration 21Q: 3 clusters Score -4110824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4110842.250000 Penalty: 5210.146484
	Iteration 22Q: 3 clusters Score -4110842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4110861.500000 Penalty: 5210.146484
	Iteration 23Q: 3 clusters Score -4110862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4110865.750000 Penalty: 5210.146484
	Iteration 24Q: 3 clusters Score -4110866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4110878.000000 Penalty: 5210.146484
	Iteration 25Q: 3 clusters Score -4110878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4110882.500000 Penalty: 5210.146484
	Iteration 26Q: 3 clusters Score -4110882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4110890.500000 Penalty: 5210.146484
	Iteration 27Q: 3 clusters Score -4110890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4110907.500000 Penalty: 5210.146484
	Iteration 28Q: 3 clusters Score -4110908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4110905.250000 Penalty: 5210.146484
	Iteration 29Q: 3 clusters Score -4110905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4110902.000000 Penalty: 5210.146484
	Iteration 30Q: 3 clusters Score -4110902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4110906.750000 Penalty: 5210.146484
	Iteration 31Q: 3 clusters Score -4110907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4110909.500000 Penalty: 5210.146484
	Iteration 32Q: 3 clusters Score -4110910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4110910.500000 Penalty: 5210.146484
	Iteration 33Q: 3 clusters Score -4110910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4110917.250000 Penalty: 5210.146484
	Iteration 34Q: 3 clusters Score -4110917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4110923.750000 Penalty: 5210.146484
	Iteration 35Q: 3 clusters Score -4110924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4110920.500000 Penalty: 5210.146484
	Iteration 36Q: 3 clusters Score -4110920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4110920.750000 Penalty: 5210.146484
	Iteration 37Q: 3 clusters Score -4110921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4110918.750000 Penalty: 5210.146484
	Iteration 38Q: 3 clusters Score -4110919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4110921.500000 Penalty: 5210.146484
	Iteration 39Q: 3 clusters Score -4110922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4110921.500000 Penalty: 5210.146484
	Iteration 40F: 3 clusters Score -4110922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128110 members 
Entering Unmasked Estep 
Score: -14434916.000000 Penalty: 2916.639893
	Iteration 0F: 2 clusters Score -1.443492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -14349152.000000 Penalty: 5833.279785
	Iteration 0F: 3 clusters Score -1.434915e+07 nChanged 61082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -14384145.000000 Penalty: 5833.279785
	Iteration 1F: 3 clusters Score -1.438414e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -14385072.000000 Penalty: 5833.279785
	Iteration 2Q: 3 clusters Score -1.438507e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -14386141.000000 Penalty: 5833.279785
	Iteration 3Q: 3 clusters Score -1.438614e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -14387240.000000 Penalty: 5833.279785
	Iteration 4Q: 3 clusters Score -1.438724e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -14388674.000000 Penalty: 5833.279785
	Iteration 5Q: 3 clusters Score -1.438867e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -14390423.000000 Penalty: 5833.279785
	Iteration 6Q: 3 clusters Score -1.439042e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -14392426.000000 Penalty: 5833.279785
	Iteration 7Q: 3 clusters Score -1.439243e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -14394722.000000 Penalty: 5833.279785
	Iteration 8Q: 3 clusters Score -1.439472e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -14397308.000000 Penalty: 5833.279785
	Iteration 9Q: 3 clusters Score -1.439731e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -14400339.000000 Penalty: 5833.279785
	Iteration 10Q: 3 clusters Score -1.440034e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -14403577.000000 Penalty: 5833.279785
	Iteration 11Q: 3 clusters Score -1.440358e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 89150 members 
Entering Unmasked Estep 
Score: -14407200.000000 Penalty: 5833.279785
	Iteration 12Q: 3 clusters Score -1.44072e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -14411586.000000 Penalty: 5833.279785
	Iteration 13F: 3 clusters Score -1.441159e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 102655 members 
Entering Unmasked Estep 
Score: -14416182.000000 Penalty: 5833.279785
	Iteration 14F: 3 clusters Score -1.441618e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 109314 members 
Entering Unmasked Estep 
Score: -14420966.000000 Penalty: 5833.279785
	Iteration 15F: 3 clusters Score -1.442097e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -14424884.000000 Penalty: 5833.279785
	Iteration 16Q: 3 clusters Score -1.442488e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 119212 members 
Entering Unmasked Estep 
Score: -14427871.000000 Penalty: 5833.279785
	Iteration 17Q: 3 clusters Score -1.442787e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 122055 members 
Entering Unmasked Estep 
Score: -14429791.000000 Penalty: 5833.279785
	Iteration 18Q: 3 clusters Score -1.442979e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -14430826.000000 Penalty: 5833.279785
	Iteration 19Q: 3 clusters Score -1.443083e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 124892 members 
Entering Unmasked Estep 
Score: -14431434.000000 Penalty: 5833.279785
	Iteration 20F: 3 clusters Score -1.443143e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 125549 members 
Entering Unmasked Estep 
Score: -14431849.000000 Penalty: 5833.279785
	Iteration 21Q: 3 clusters Score -1.443185e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 125939 members 
Entering Unmasked Estep 
Score: -14432085.000000 Penalty: 5833.279785
	Iteration 22Q: 3 clusters Score -1.443208e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 126184 members 
Entering Unmasked Estep 
Score: -14432183.000000 Penalty: 5833.279785
	Iteration 23Q: 3 clusters Score -1.443218e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 126344 members 
Entering Unmasked Estep 
Score: -14432246.000000 Penalty: 5833.279785
	Iteration 24Q: 3 clusters Score -1.443225e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 126485 members 
Entering Unmasked Estep 
Score: -14432285.000000 Penalty: 5833.279785
	Iteration 25Q: 3 clusters Score -1.443228e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 126580 members 
Entering Unmasked Estep 
Score: -14432353.000000 Penalty: 5833.279785
	Iteration 26Q: 3 clusters Score -1.443235e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 126657 members 
Entering Unmasked Estep 
Score: -14432385.000000 Penalty: 5833.279785
	Iteration 27Q: 3 clusters Score -1.443238e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 126721 members 
Entering Unmasked Estep 
Score: -14432429.000000 Penalty: 5833.279785
	Iteration 28Q: 3 clusters Score -1.443243e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 126770 members 
Entering Unmasked Estep 
Score: -14432457.000000 Penalty: 5833.279785
	Iteration 29Q: 3 clusters Score -1.443246e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 126829 members 
Entering Unmasked Estep 
Score: -14432474.000000 Penalty: 5833.279785
	Iteration 30Q: 3 clusters Score -1.443247e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -14432494.000000 Penalty: 5833.279785
	Iteration 31Q: 3 clusters Score -1.443249e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -14432501.000000 Penalty: 5833.279785
	Iteration 32Q: 3 clusters Score -1.44325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 126920 members 
Entering Unmasked Estep 
Score: -14432525.000000 Penalty: 5833.279785
	Iteration 33Q: 3 clusters Score -1.443252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 126941 members 
Entering Unmasked Estep 
Score: -14432538.000000 Penalty: 5833.279785
	Iteration 34Q: 3 clusters Score -1.443254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -14432548.000000 Penalty: 5833.279785
	Iteration 35Q: 3 clusters Score -1.443255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -14432550.000000 Penalty: 5833.279785
	Iteration 36Q: 3 clusters Score -1.443255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 126976 members 
Entering Unmasked Estep 
Score: -14432554.000000 Penalty: 5833.279785
	Iteration 37Q: 3 clusters Score -1.443255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 126981 members 
Entering Unmasked Estep 
Score: -14432559.000000 Penalty: 5833.279785
	Iteration 38Q: 3 clusters Score -1.443256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 126988 members 
Entering Unmasked Estep 
Score: -14432561.000000 Penalty: 5833.279785
	Iteration 39Q: 3 clusters Score -1.443256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -14432563.000000 Penalty: 5833.279785
	Iteration 40F: 3 clusters Score -1.443256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 126999 members 
Entering Unmasked Estep 
Score: -14432562.000000 Penalty: 5833.279785
	Iteration 41Q: 3 clusters Score -1.443256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 127004 members 
Entering Unmasked Estep 
Score: -14432573.000000 Penalty: 5833.279785
	Iteration 42Q: 3 clusters Score -1.443257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -14432574.000000 Penalty: 5833.279785
	Iteration 43Q: 3 clusters Score -1.443257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -14432577.000000 Penalty: 5833.279785
	Iteration 44Q: 3 clusters Score -1.443258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -14432581.000000 Penalty: 5833.279785
	Iteration 45Q: 3 clusters Score -1.443258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -14432582.000000 Penalty: 5833.279785
	Iteration 46Q: 3 clusters Score -1.443258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 127027 members 
Entering Unmasked Estep 
Score: -14432581.000000 Penalty: 5833.279785
	Iteration 47Q: 3 clusters Score -1.443258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 127029 members 
Entering Unmasked Estep 
Score: -14432591.000000 Penalty: 5833.279785
	Iteration 48Q: 3 clusters Score -1.443259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 127035 members 
Entering Unmasked Estep 
Score: -14432587.000000 Penalty: 5833.279785
	Iteration 49Q: 3 clusters Score -1.443259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 127041 members 
Entering Unmasked Estep 
Score: -14432602.000000 Penalty: 5833.279785
	Iteration 50Q: 3 clusters Score -1.44326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 127046 members 
Entering Unmasked Estep 
Score: -14432603.000000 Penalty: 5833.279785
	Iteration 51Q: 3 clusters Score -1.44326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 127050 members 
Entering Unmasked Estep 
Score: -14432609.000000 Penalty: 5833.279785
	Iteration 52Q: 3 clusters Score -1.443261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 127055 members 
Entering Unmasked Estep 
Score: -14432612.000000 Penalty: 5833.279785
	Iteration 53Q: 3 clusters Score -1.443261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 127063 members 
Entering Unmasked Estep 
Score: -14432609.000000 Penalty: 5833.279785
	Iteration 54Q: 3 clusters Score -1.443261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
Score: -14432612.000000 Penalty: 5833.279785
	Iteration 55Q: 3 clusters Score -1.443261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 127069 members 
Entering Unmasked Estep 
Score: -14432604.000000 Penalty: 5833.279785
	Iteration 56Q: 3 clusters Score -1.44326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 127073 members 
Entering Unmasked Estep 
Score: -14432616.000000 Penalty: 5833.279785
	Iteration 57Q: 3 clusters Score -1.443262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 127074 members 
Entering Unmasked Estep 
Score: -14432617.000000 Penalty: 5833.279785
	Iteration 58Q: 3 clusters Score -1.443262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -14432614.000000 Penalty: 5833.279785
	Iteration 59Q: 3 clusters Score -1.443261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 127078 members 
Entering Unmasked Estep 
Score: -14432617.000000 Penalty: 5833.279785
	Iteration 60F: 3 clusters Score -1.443262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 127085 members 
Entering Unmasked Estep 
Score: -14432613.000000 Penalty: 5833.279785
	Iteration 61Q: 3 clusters Score -1.443261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -14432611.000000 Penalty: 5833.279785
	Iteration 62Q: 3 clusters Score -1.443261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 127090 members 
Entering Unmasked Estep 
Score: -14432604.000000 Penalty: 5833.279785
	Iteration 63Q: 3 clusters Score -1.44326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -14432606.000000 Penalty: 5833.279785
	Iteration 64Q: 3 clusters Score -1.443261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 127096 members 
Entering Unmasked Estep 
Score: -14432612.000000 Penalty: 5833.279785
	Iteration 65Q: 3 clusters Score -1.443261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 127096 members 
Entering Unmasked Estep 
Score: -14432612.000000 Penalty: 5833.279785
	Iteration 66F: 3 clusters Score -1.443261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Entering Unmasked Estep 
Score: -2271651.000000 Penalty: 2474.656982
	Iteration 0F: 2 clusters Score -2271651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2256680.500000 Penalty: 4949.313965
	Iteration 0F: 3 clusters Score -2256680 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2261840.000000 Penalty: 4949.313965
	Iteration 1F: 3 clusters Score -2261840 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2262350.500000 Penalty: 4949.313965
	Iteration 2F: 3 clusters Score -2262350 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2262967.000000 Penalty: 4949.313965
	Iteration 3F: 3 clusters Score -2262967 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2263742.500000 Penalty: 4949.313965
	Iteration 4F: 3 clusters Score -2263742 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2264789.750000 Penalty: 4949.313965
	Iteration 5F: 3 clusters Score -2264790 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2265886.500000 Penalty: 4949.313965
	Iteration 6F: 3 clusters Score -2265886 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2266904.000000 Penalty: 4949.313965
	Iteration 7F: 3 clusters Score -2266904 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2267876.250000 Penalty: 4949.313965
	Iteration 8F: 3 clusters Score -2267876 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2268682.750000 Penalty: 4949.313965
	Iteration 9F: 3 clusters Score -2268683 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2269215.000000 Penalty: 4949.313965
	Iteration 10Q: 3 clusters Score -2269215 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2269490.250000 Penalty: 4949.313965
	Iteration 11Q: 3 clusters Score -2269490 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2269629.750000 Penalty: 4949.313965
	Iteration 12Q: 3 clusters Score -2269630 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2269728.500000 Penalty: 4949.313965
	Iteration 13Q: 3 clusters Score -2269728 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2269778.750000 Penalty: 4949.313965
	Iteration 14Q: 3 clusters Score -2269779 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2269813.750000 Penalty: 4949.313965
	Iteration 15Q: 3 clusters Score -2269814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2269845.500000 Penalty: 4949.313965
	Iteration 16Q: 3 clusters Score -2269846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2269874.750000 Penalty: 4949.313965
	Iteration 17Q: 3 clusters Score -2269875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2269888.750000 Penalty: 4949.313965
	Iteration 18Q: 3 clusters Score -2269889 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2269900.000000 Penalty: 4949.313965
	Iteration 19Q: 3 clusters Score -2269900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2269911.750000 Penalty: 4949.313965
	Iteration 20F: 3 clusters Score -2269912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2269925.500000 Penalty: 4949.313965
	Iteration 21Q: 3 clusters Score -2269926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2269925.250000 Penalty: 4949.313965
	Iteration 22Q: 3 clusters Score -2269925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2269928.750000 Penalty: 4949.313965
	Iteration 23Q: 3 clusters Score -2269929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2269943.750000 Penalty: 4949.313965
	Iteration 24Q: 3 clusters Score -2269944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2269946.500000 Penalty: 4949.313965
	Iteration 25Q: 3 clusters Score -2269946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2269947.750000 Penalty: 4949.313965
	Iteration 26Q: 3 clusters Score -2269948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2269957.750000 Penalty: 4949.313965
	Iteration 27Q: 3 clusters Score -2269958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2269965.000000 Penalty: 4949.313965
	Iteration 28Q: 3 clusters Score -2269965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2269969.750000 Penalty: 4949.313965
	Iteration 29Q: 3 clusters Score -2269970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2269973.500000 Penalty: 4949.313965
	Iteration 30Q: 3 clusters Score -2269974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2269974.250000 Penalty: 4949.313965
	Iteration 31Q: 3 clusters Score -2269974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2269969.750000 Penalty: 4949.313965
	Iteration 32Q: 3 clusters Score -2269970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2269974.250000 Penalty: 4949.313965
	Iteration 33Q: 3 clusters Score -2269974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2269976.250000 Penalty: 4949.313965
	Iteration 34Q: 3 clusters Score -2269976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2269974.500000 Penalty: 4949.313965
	Iteration 35Q: 3 clusters Score -2269974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2269974.250000 Penalty: 4949.313965
	Iteration 36Q: 3 clusters Score -2269974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2269974.250000 Penalty: 4949.313965
	Iteration 37Q: 3 clusters Score -2269974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2269978.250000 Penalty: 4949.313965
	Iteration 38Q: 3 clusters Score -2269978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2269975.750000 Penalty: 4949.313965
	Iteration 39Q: 3 clusters Score -2269976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2269977.000000 Penalty: 4949.313965
	Iteration 40F: 3 clusters Score -2269977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2269975.500000 Penalty: 4949.313965
	Iteration 41Q: 3 clusters Score -2269976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2269973.000000 Penalty: 4949.313965
	Iteration 42Q: 3 clusters Score -2269973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2269976.250000 Penalty: 4949.313965
	Iteration 43Q: 3 clusters Score -2269976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2269972.250000 Penalty: 4949.313965
	Iteration 44Q: 3 clusters Score -2269972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2269978.750000 Penalty: 4949.313965
	Iteration 45Q: 3 clusters Score -2269979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2269982.750000 Penalty: 4949.313965
	Iteration 46Q: 3 clusters Score -2269983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2269984.000000 Penalty: 4949.313965
	Iteration 47Q: 3 clusters Score -2269984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2269985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2269983.250000 Penalty: 4949.313965
	Iteration 49Q: 3 clusters Score -2269983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2269986.000000 Penalty: 4949.313965
	Iteration 50Q: 3 clusters Score -2269986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2269984.000000 Penalty: 4949.313965
	Iteration 51Q: 3 clusters Score -2269984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2269983.750000 Penalty: 4949.313965
	Iteration 52Q: 3 clusters Score -2269984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2269987 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2269987.000000 Penalty: 4949.313965
	Iteration 54F: 3 clusters Score -2269987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20721 members 
Entering Unmasked Estep 
Score: -2398648.500000 Penalty: 2464.847900
	Iteration 0F: 2 clusters Score -2398648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2384225.250000 Penalty: 4929.695801
	Iteration 0F: 3 clusters Score -2384225 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2389213.000000 Penalty: 4929.695801
	Iteration 1F: 3 clusters Score -2389213 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2389762 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2390286.000000 Penalty: 4929.695801
	Iteration 3F: 3 clusters Score -2390286 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2390768 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2391228.500000 Penalty: 4929.695801
	Iteration 5Q: 3 clusters Score -2391228 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2391754.500000 Penalty: 4929.695801
	Iteration 6Q: 3 clusters Score -2391754 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2392374.000000 Penalty: 4929.695801
	Iteration 7F: 3 clusters Score -2392374 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2393126.500000 Penalty: 4929.695801
	Iteration 8F: 3 clusters Score -2393126 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2393903.750000 Penalty: 4929.695801
	Iteration 9F: 3 clusters Score -2393904 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2394688.000000 Penalty: 4929.695801
	Iteration 10F: 3 clusters Score -2394688 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2395279.500000 Penalty: 4929.695801
	Iteration 11Q: 3 clusters Score -2395280 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2395697.250000 Penalty: 4929.695801
	Iteration 12Q: 3 clusters Score -2395697 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2395986.250000 Penalty: 4929.695801
	Iteration 13Q: 3 clusters Score -2395986 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2396179.750000 Penalty: 4929.695801
	Iteration 14Q: 3 clusters Score -2396180 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2396314.250000 Penalty: 4929.695801
	Iteration 15Q: 3 clusters Score -2396314 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2396412.500000 Penalty: 4929.695801
	Iteration 16Q: 3 clusters Score -2396412 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2396501.250000 Penalty: 4929.695801
	Iteration 17Q: 3 clusters Score -2396501 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2396554.250000 Penalty: 4929.695801
	Iteration 18Q: 3 clusters Score -2396554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2396611.000000 Penalty: 4929.695801
	Iteration 19Q: 3 clusters Score -2396611 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2396654.000000 Penalty: 4929.695801
	Iteration 20F: 3 clusters Score -2396654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2396684.750000 Penalty: 4929.695801
	Iteration 21Q: 3 clusters Score -2396685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2396714.250000 Penalty: 4929.695801
	Iteration 22Q: 3 clusters Score -2396714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2396733.000000 Penalty: 4929.695801
	Iteration 23Q: 3 clusters Score -2396733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2396739.250000 Penalty: 4929.695801
	Iteration 24Q: 3 clusters Score -2396739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2396761.500000 Penalty: 4929.695801
	Iteration 25Q: 3 clusters Score -2396762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2396778.250000 Penalty: 4929.695801
	Iteration 26Q: 3 clusters Score -2396778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2396792.250000 Penalty: 4929.695801
	Iteration 27Q: 3 clusters Score -2396792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2396796.750000 Penalty: 4929.695801
	Iteration 28Q: 3 clusters Score -2396797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2396805.000000 Penalty: 4929.695801
	Iteration 29Q: 3 clusters Score -2396805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2396803.500000 Penalty: 4929.695801
	Iteration 30Q: 3 clusters Score -2396804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2396809.500000 Penalty: 4929.695801
	Iteration 31Q: 3 clusters Score -2396810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2396811.500000 Penalty: 4929.695801
	Iteration 32Q: 3 clusters Score -2396812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2396820.500000 Penalty: 4929.695801
	Iteration 33Q: 3 clusters Score -2396820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2396822.750000 Penalty: 4929.695801
	Iteration 34Q: 3 clusters Score -2396823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2396823.500000 Penalty: 4929.695801
	Iteration 35Q: 3 clusters Score -2396824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2396829.000000 Penalty: 4929.695801
	Iteration 36Q: 3 clusters Score -2396829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2396829.750000 Penalty: 4929.695801
	Iteration 37Q: 3 clusters Score -2396830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2396830.250000 Penalty: 4929.695801
	Iteration 38Q: 3 clusters Score -2396830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2396831.000000 Penalty: 4929.695801
	Iteration 39Q: 3 clusters Score -2396831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2396835.500000 Penalty: 4929.695801
	Iteration 40F: 3 clusters Score -2396836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2396834.000000 Penalty: 4929.695801
	Iteration 41Q: 3 clusters Score -2396834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2396834.750000 Penalty: 4929.695801
	Iteration 42Q: 3 clusters Score -2396835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2396837.500000 Penalty: 4929.695801
	Iteration 43Q: 3 clusters Score -2396838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2396837.250000 Penalty: 4929.695801
	Iteration 44Q: 3 clusters Score -2396837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2396837.750000 Penalty: 4929.695801
	Iteration 45Q: 3 clusters Score -2396838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2396839.750000 Penalty: 4929.695801
	Iteration 46Q: 3 clusters Score -2396840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2396838.750000 Penalty: 4929.695801
	Iteration 47Q: 3 clusters Score -2396839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2396836.500000 Penalty: 4929.695801
	Iteration 48Q: 3 clusters Score -2396836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2396837.250000 Penalty: 4929.695801
	Iteration 49Q: 3 clusters Score -2396837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2396842.500000 Penalty: 4929.695801
	Iteration 50Q: 3 clusters Score -2396842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2396846.250000 Penalty: 4929.695801
	Iteration 51Q: 3 clusters Score -2396846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2396849.000000 Penalty: 4929.695801
	Iteration 52Q: 3 clusters Score -2396849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2396850.250000 Penalty: 4929.695801
	Iteration 53Q: 3 clusters Score -2396850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2396853.000000 Penalty: 4929.695801
	Iteration 54Q: 3 clusters Score -2396853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2396851.500000 Penalty: 4929.695801
	Iteration 55Q: 3 clusters Score -2396852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2396857.000000 Penalty: 4929.695801
	Iteration 56Q: 3 clusters Score -2396857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2396856.750000 Penalty: 4929.695801
	Iteration 57Q: 3 clusters Score -2396857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2396858.500000 Penalty: 4929.695801
	Iteration 58Q: 3 clusters Score -2396858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2396859.250000 Penalty: 4929.695801
	Iteration 59Q: 3 clusters Score -2396859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2396859.250000 Penalty: 4929.695801
	Iteration 60F: 3 clusters Score -2396859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Entering Unmasked Estep 
Score: -1010196.125000 Penalty: 2280.944336
	Iteration 0F: 2 clusters Score -1010196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1002641.187500 Penalty: 4561.888672
	Iteration 0F: 3 clusters Score -1002641 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1004967.562500 Penalty: 4561.888672
	Iteration 1F: 3 clusters Score -1004968 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1005454.937500 Penalty: 4561.888672
	Iteration 2F: 3 clusters Score -1005455 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1005994.437500 Penalty: 4561.888672
	Iteration 3F: 3 clusters Score -1005994 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1006499.500000 Penalty: 4561.888672
	Iteration 4F: 3 clusters Score -1006500 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1006956.937500 Penalty: 4561.888672
	Iteration 5F: 3 clusters Score -1006957 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1007321.125000 Penalty: 4561.888672
	Iteration 6F: 3 clusters Score -1007321 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1007622.375000 Penalty: 4561.888672
	Iteration 7Q: 3 clusters Score -1007622 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1007862.562500 Penalty: 4561.888672
	Iteration 8Q: 3 clusters Score -1007863 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1008055.062500 Penalty: 4561.888672
	Iteration 9Q: 3 clusters Score -1008055 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1008203.062500 Penalty: 4561.888672
	Iteration 10Q: 3 clusters Score -1008203 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1008324.875000 Penalty: 4561.888672
	Iteration 11Q: 3 clusters Score -1008325 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1008410.437500 Penalty: 4561.888672
	Iteration 12Q: 3 clusters Score -1008410 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1008488.187500 Penalty: 4561.888672
	Iteration 13Q: 3 clusters Score -1008488 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1008559.062500 Penalty: 4561.888672
	Iteration 14Q: 3 clusters Score -1008559 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1008625.687500 Penalty: 4561.888672
	Iteration 15Q: 3 clusters Score -1008626 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1008684.687500 Penalty: 4561.888672
	Iteration 16Q: 3 clusters Score -1008685 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1008733.750000 Penalty: 4561.888672
	Iteration 17Q: 3 clusters Score -1008734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1008778.812500 Penalty: 4561.888672
	Iteration 18Q: 3 clusters Score -1008779 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1008801.250000 Penalty: 4561.888672
	Iteration 19Q: 3 clusters Score -1008801 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1008815.437500 Penalty: 4561.888672
	Iteration 20F: 3 clusters Score -1008815 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1008825.375000 Penalty: 4561.888672
	Iteration 21Q: 3 clusters Score -1008825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1008836.125000 Penalty: 4561.888672
	Iteration 22Q: 3 clusters Score -1008836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1008848.875000 Penalty: 4561.888672
	Iteration 23Q: 3 clusters Score -1008849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1008856.187500 Penalty: 4561.888672
	Iteration 24Q: 3 clusters Score -1008856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1008866.000000 Penalty: 4561.888672
	Iteration 25Q: 3 clusters Score -1008866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1008875.187500 Penalty: 4561.888672
	Iteration 26Q: 3 clusters Score -1008875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1008882.500000 Penalty: 4561.888672
	Iteration 27Q: 3 clusters Score -1008882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1008892.750000 Penalty: 4561.888672
	Iteration 28Q: 3 clusters Score -1008893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1008902.500000 Penalty: 4561.888672
	Iteration 29Q: 3 clusters Score -1008902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1008914.312500 Penalty: 4561.888672
	Iteration 30Q: 3 clusters Score -1008914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1008924.125000 Penalty: 4561.888672
	Iteration 31Q: 3 clusters Score -1008924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1008934.937500 Penalty: 4561.888672
	Iteration 32Q: 3 clusters Score -1008935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1008941.875000 Penalty: 4561.888672
	Iteration 33Q: 3 clusters Score -1008942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1008951.312500 Penalty: 4561.888672
	Iteration 34Q: 3 clusters Score -1008951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1008958.687500 Penalty: 4561.888672
	Iteration 35Q: 3 clusters Score -1008959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1008964.500000 Penalty: 4561.888672
	Iteration 36Q: 3 clusters Score -1008964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1008973.500000 Penalty: 4561.888672
	Iteration 37Q: 3 clusters Score -1008974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1008977.312500 Penalty: 4561.888672
	Iteration 38Q: 3 clusters Score -1008977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1008987.437500 Penalty: 4561.888672
	Iteration 39Q: 3 clusters Score -1008987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1008989.062500 Penalty: 4561.888672
	Iteration 40F: 3 clusters Score -1008989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1008995.875000 Penalty: 4561.888672
	Iteration 41Q: 3 clusters Score -1008996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1008996.125000 Penalty: 4561.888672
	Iteration 42Q: 3 clusters Score -1008996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1009001.125000 Penalty: 4561.888672
	Iteration 43Q: 3 clusters Score -1009001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1009006.687500 Penalty: 4561.888672
	Iteration 44Q: 3 clusters Score -1009007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1009012.375000 Penalty: 4561.888672
	Iteration 45Q: 3 clusters Score -1009012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1009016.562500 Penalty: 4561.888672
	Iteration 46Q: 3 clusters Score -1009017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1009020.125000 Penalty: 4561.888672
	Iteration 47Q: 3 clusters Score -1009020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1009025.375000 Penalty: 4561.888672
	Iteration 48Q: 3 clusters Score -1009025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1009025.250000 Penalty: 4561.888672
	Iteration 49Q: 3 clusters Score -1009025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1009028.437500 Penalty: 4561.888672
	Iteration 50Q: 3 clusters Score -1009028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1009032.187500 Penalty: 4561.888672
	Iteration 51Q: 3 clusters Score -1009032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1009035.687500 Penalty: 4561.888672
	Iteration 52Q: 3 clusters Score -1009036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1009039.750000 Penalty: 4561.888672
	Iteration 53Q: 3 clusters Score -1009040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1009042.875000 Penalty: 4561.888672
	Iteration 54Q: 3 clusters Score -1009043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1009045.250000 Penalty: 4561.888672
	Iteration 55Q: 3 clusters Score -1009045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1009044.750000 Penalty: 4561.888672
	Iteration 56Q: 3 clusters Score -1009045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1009048.000000 Penalty: 4561.888672
	Iteration 57Q: 3 clusters Score -1009048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1009052.062500 Penalty: 4561.888672
	Iteration 58Q: 3 clusters Score -1009052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1009052.625000 Penalty: 4561.888672
	Iteration 59Q: 3 clusters Score -1009053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1009053.500000 Penalty: 4561.888672
	Iteration 60F: 3 clusters Score -1009054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1009055.187500 Penalty: 4561.888672
	Iteration 61Q: 3 clusters Score -1009055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1009059.687500 Penalty: 4561.888672
	Iteration 62Q: 3 clusters Score -1009060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1009060.875000 Penalty: 4561.888672
	Iteration 63Q: 3 clusters Score -1009061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1009068.437500 Penalty: 4561.888672
	Iteration 64Q: 3 clusters Score -1009068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1009074.250000 Penalty: 4561.888672
	Iteration 65Q: 3 clusters Score -1009074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1009078.625000 Penalty: 4561.888672
	Iteration 66Q: 3 clusters Score -1009079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1009083.250000 Penalty: 4561.888672
	Iteration 67Q: 3 clusters Score -1009083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1009092.312500 Penalty: 4561.888672
	Iteration 68Q: 3 clusters Score -1009092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1009102.687500 Penalty: 4561.888672
	Iteration 69Q: 3 clusters Score -1009103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1009111.187500 Penalty: 4561.888672
	Iteration 70Q: 3 clusters Score -1009111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1009119.812500 Penalty: 4561.888672
	Iteration 71Q: 3 clusters Score -1009120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1009128.062500 Penalty: 4561.888672
	Iteration 72Q: 3 clusters Score -1009128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1009134.125000 Penalty: 4561.888672
	Iteration 73Q: 3 clusters Score -1009134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1009139.500000 Penalty: 4561.888672
	Iteration 74Q: 3 clusters Score -1009140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1009151.437500 Penalty: 4561.888672
	Iteration 75Q: 3 clusters Score -1009151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1009158.937500 Penalty: 4561.888672
	Iteration 76Q: 3 clusters Score -1009159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1009166.812500 Penalty: 4561.888672
	Iteration 77Q: 3 clusters Score -1009167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1009176.000000 Penalty: 4561.888672
	Iteration 78Q: 3 clusters Score -1009176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1009184.562500 Penalty: 4561.888672
	Iteration 79Q: 3 clusters Score -1009185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1009197.875000 Penalty: 4561.888672
	Iteration 80F: 3 clusters Score -1009198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1009219.187500 Penalty: 4561.888672
	Iteration 81Q: 3 clusters Score -1009219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1009238.062500 Penalty: 4561.888672
	Iteration 82Q: 3 clusters Score -1009238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1009259.437500 Penalty: 4561.888672
	Iteration 83Q: 3 clusters Score -1009259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1009273.312500 Penalty: 4561.888672
	Iteration 84Q: 3 clusters Score -1009273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1009287.187500 Penalty: 4561.888672
	Iteration 85Q: 3 clusters Score -1009287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1009300.875000 Penalty: 4561.888672
	Iteration 86Q: 3 clusters Score -1009301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1009312.125000 Penalty: 4561.888672
	Iteration 87Q: 3 clusters Score -1009312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1009316.812500 Penalty: 4561.888672
	Iteration 88Q: 3 clusters Score -1009317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1009326.000000 Penalty: 4561.888672
	Iteration 89Q: 3 clusters Score -1009326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1009330.625000 Penalty: 4561.888672
	Iteration 90Q: 3 clusters Score -1009331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1009334.625000 Penalty: 4561.888672
	Iteration 91Q: 3 clusters Score -1009335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1009344.000000 Penalty: 4561.888672
	Iteration 92Q: 3 clusters Score -1009344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1009357.125000 Penalty: 4561.888672
	Iteration 93Q: 3 clusters Score -1009357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1009362.062500 Penalty: 4561.888672
	Iteration 94Q: 3 clusters Score -1009362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1009376.750000 Penalty: 4561.888672
	Iteration 95Q: 3 clusters Score -1009377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1009383.687500 Penalty: 4561.888672
	Iteration 96Q: 3 clusters Score -1009384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1009398.000000 Penalty: 4561.888672
	Iteration 97Q: 3 clusters Score -1009398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1009411.437500 Penalty: 4561.888672
	Iteration 98Q: 3 clusters Score -1009411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1009422.125000 Penalty: 4561.888672
	Iteration 99Q: 3 clusters Score -1009422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1009435.750000 Penalty: 4561.888672
	Iteration 100F: 3 clusters Score -1009436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1009449.187500 Penalty: 4561.888672
	Iteration 101Q: 3 clusters Score -1009449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1009463.500000 Penalty: 4561.888672
	Iteration 102Q: 3 clusters Score -1009464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1009472.750000 Penalty: 4561.888672
	Iteration 103Q: 3 clusters Score -1009473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1009485.312500 Penalty: 4561.888672
	Iteration 104Q: 3 clusters Score -1009485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1009488.625000 Penalty: 4561.888672
	Iteration 105Q: 3 clusters Score -1009489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1009496.125000 Penalty: 4561.888672
	Iteration 106Q: 3 clusters Score -1009496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1009502.062500 Penalty: 4561.888672
	Iteration 107Q: 3 clusters Score -1009502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1009505.812500 Penalty: 4561.888672
	Iteration 108Q: 3 clusters Score -1009506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1009508.250000 Penalty: 4561.888672
	Iteration 109Q: 3 clusters Score -1009508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1009511.750000 Penalty: 4561.888672
	Iteration 110Q: 3 clusters Score -1009512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1009514.750000 Penalty: 4561.888672
	Iteration 111Q: 3 clusters Score -1009515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1009515.187500 Penalty: 4561.888672
	Iteration 112Q: 3 clusters Score -1009515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1009515.312500 Penalty: 4561.888672
	Iteration 113Q: 3 clusters Score -1009515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1009518.375000 Penalty: 4561.888672
	Iteration 114Q: 3 clusters Score -1009518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1009523.687500 Penalty: 4561.888672
	Iteration 115Q: 3 clusters Score -1009524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1009522.750000 Penalty: 4561.888672
	Iteration 116Q: 3 clusters Score -1009523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1009530.062500 Penalty: 4561.888672
	Iteration 117Q: 3 clusters Score -1009530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1009530.812500 Penalty: 4561.888672
	Iteration 118Q: 3 clusters Score -1009531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1009530.812500 Penalty: 4561.888672
	Iteration 119Q: 3 clusters Score -1009531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1009530.687500 Penalty: 4561.888672
	Iteration 120F: 3 clusters Score -1009531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1009534.000000 Penalty: 4561.888672
	Iteration 121Q: 3 clusters Score -1009534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1009534.437500 Penalty: 4561.888672
	Iteration 122Q: 3 clusters Score -1009534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1009534.437500 Penalty: 4561.888672
	Iteration 123Q: 3 clusters Score -1009534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1009535.812500 Penalty: 4561.888672
	Iteration 124Q: 3 clusters Score -1009536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1009533.875000 Penalty: 4561.888672
	Iteration 125Q: 3 clusters Score -1009534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1009535.437500 Penalty: 4561.888672
	Iteration 126Q: 3 clusters Score -1009535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1009534.500000 Penalty: 4561.888672
	Iteration 127Q: 3 clusters Score -1009534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1009534.500000 Penalty: 4561.888672
	Iteration 128F: 3 clusters Score -1009534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Entering Unmasked Estep 
Score: -768295.000000 Penalty: 2192.176514
	Iteration 0F: 2 clusters Score -768295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -762552.375000 Penalty: 4384.353027
	Iteration 0F: 3 clusters Score -762552.4 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -764132.312500 Penalty: 4384.353027
	Iteration 1F: 3 clusters Score -764132.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -764398.625000 Penalty: 4384.353027
	Iteration 2F: 3 clusters Score -764398.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -764569.750000 Penalty: 4384.353027
	Iteration 3Q: 3 clusters Score -764569.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -764714.250000 Penalty: 4384.353027
	Iteration 4Q: 3 clusters Score -764714.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -764827.937500 Penalty: 4384.353027
	Iteration 5Q: 3 clusters Score -764827.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -764920.750000 Penalty: 4384.353027
	Iteration 6Q: 3 clusters Score -764920.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -765036.500000 Penalty: 4384.353027
	Iteration 7Q: 3 clusters Score -765036.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -765180.937500 Penalty: 4384.353027
	Iteration 8Q: 3 clusters Score -765180.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -765326.625000 Penalty: 4384.353027
	Iteration 9Q: 3 clusters Score -765326.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -765469.125000 Penalty: 4384.353027
	Iteration 10Q: 3 clusters Score -765469.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -765592.000000 Penalty: 4384.353027
	Iteration 11Q: 3 clusters Score -765592 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -765712.562500 Penalty: 4384.353027
	Iteration 12Q: 3 clusters Score -765712.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -765800.125000 Penalty: 4384.353027
	Iteration 13Q: 3 clusters Score -765800.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -765878.000000 Penalty: 4384.353027
	Iteration 14Q: 3 clusters Score -765878 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -765955.125000 Penalty: 4384.353027
	Iteration 15Q: 3 clusters Score -765955.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -766016.687500 Penalty: 4384.353027
	Iteration 16Q: 3 clusters Score -766016.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -766068.125000 Penalty: 4384.353027
	Iteration 17Q: 3 clusters Score -766068.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -766113.062500 Penalty: 4384.353027
	Iteration 18Q: 3 clusters Score -766113.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -766162.750000 Penalty: 4384.353027
	Iteration 19Q: 3 clusters Score -766162.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -766201.250000 Penalty: 4384.353027
	Iteration 20F: 3 clusters Score -766201.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -766230.187500 Penalty: 4384.353027
	Iteration 21Q: 3 clusters Score -766230.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -766256.000000 Penalty: 4384.353027
	Iteration 22Q: 3 clusters Score -766256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -766286.187500 Penalty: 4384.353027
	Iteration 23Q: 3 clusters Score -766286.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -766311.375000 Penalty: 4384.353027
	Iteration 24Q: 3 clusters Score -766311.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -766334.437500 Penalty: 4384.353027
	Iteration 25Q: 3 clusters Score -766334.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -766347.312500 Penalty: 4384.353027
	Iteration 26Q: 3 clusters Score -766347.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -766361.000000 Penalty: 4384.353027
	Iteration 27Q: 3 clusters Score -766361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -766373.000000 Penalty: 4384.353027
	Iteration 28Q: 3 clusters Score -766373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -766382.750000 Penalty: 4384.353027
	Iteration 29Q: 3 clusters Score -766382.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -766394.312500 Penalty: 4384.353027
	Iteration 30Q: 3 clusters Score -766394.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -766404.687500 Penalty: 4384.353027
	Iteration 31Q: 3 clusters Score -766404.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -766415.687500 Penalty: 4384.353027
	Iteration 32Q: 3 clusters Score -766415.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -766425.000000 Penalty: 4384.353027
	Iteration 33Q: 3 clusters Score -766425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -766439.125000 Penalty: 4384.353027
	Iteration 34Q: 3 clusters Score -766439.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -766451.375000 Penalty: 4384.353027
	Iteration 35Q: 3 clusters Score -766451.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -766457.437500 Penalty: 4384.353027
	Iteration 36Q: 3 clusters Score -766457.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -766466.312500 Penalty: 4384.353027
	Iteration 37Q: 3 clusters Score -766466.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -766474.437500 Penalty: 4384.353027
	Iteration 38Q: 3 clusters Score -766474.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -766480.312500 Penalty: 4384.353027
	Iteration 39Q: 3 clusters Score -766480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -766484.750000 Penalty: 4384.353027
	Iteration 40F: 3 clusters Score -766484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -766486.875000 Penalty: 4384.353027
	Iteration 41Q: 3 clusters Score -766486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -766489.000000 Penalty: 4384.353027
	Iteration 42Q: 3 clusters Score -766489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -766489.812500 Penalty: 4384.353027
	Iteration 43Q: 3 clusters Score -766489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -766491.562500 Penalty: 4384.353027
	Iteration 44Q: 3 clusters Score -766491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -766493.000000 Penalty: 4384.353027
	Iteration 45Q: 3 clusters Score -766493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -766495.500000 Penalty: 4384.353027
	Iteration 46Q: 3 clusters Score -766495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -766494.437500 Penalty: 4384.353027
	Iteration 47Q: 3 clusters Score -766494.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -766494.437500 Penalty: 4384.353027
	Iteration 48F: 3 clusters Score -766494.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -384039.843750 Penalty: 2080.786621
	Iteration 0F: 2 clusters Score -384039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -379945.625000 Penalty: 4161.573242
	Iteration 0F: 3 clusters Score -379945.6 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -381109.093750 Penalty: 4161.573242
	Iteration 1F: 3 clusters Score -381109.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -381461.062500 Penalty: 4161.573242
	Iteration 2F: 3 clusters Score -381461.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -381744.062500 Penalty: 4161.573242
	Iteration 3F: 3 clusters Score -381744.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -382020.062500 Penalty: 4161.573242
	Iteration 4F: 3 clusters Score -382020.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -382285.093750 Penalty: 4161.573242
	Iteration 5F: 3 clusters Score -382285.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -382457.562500 Penalty: 4161.573242
	Iteration 6Q: 3 clusters Score -382457.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -382585.781250 Penalty: 4161.573242
	Iteration 7Q: 3 clusters Score -382585.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -382683.281250 Penalty: 4161.573242
	Iteration 8Q: 3 clusters Score -382683.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -382768.000000 Penalty: 4161.573242
	Iteration 9Q: 3 clusters Score -382768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -382830.125000 Penalty: 4161.573242
	Iteration 10Q: 3 clusters Score -382830.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -382865.812500 Penalty: 4161.573242
	Iteration 11Q: 3 clusters Score -382865.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -382887.406250 Penalty: 4161.573242
	Iteration 12Q: 3 clusters Score -382887.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -382905.125000 Penalty: 4161.573242
	Iteration 13Q: 3 clusters Score -382905.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -382922.562500 Penalty: 4161.573242
	Iteration 14Q: 3 clusters Score -382922.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -382933.281250 Penalty: 4161.573242
	Iteration 15Q: 3 clusters Score -382933.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -382946.406250 Penalty: 4161.573242
	Iteration 16Q: 3 clusters Score -382946.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -382959.937500 Penalty: 4161.573242
	Iteration 17Q: 3 clusters Score -382959.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -382967.718750 Penalty: 4161.573242
	Iteration 18Q: 3 clusters Score -382967.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -382974.562500 Penalty: 4161.573242
	Iteration 19Q: 3 clusters Score -382974.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -382982.312500 Penalty: 4161.573242
	Iteration 20F: 3 clusters Score -382982.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -382986.187500 Penalty: 4161.573242
	Iteration 21Q: 3 clusters Score -382986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -382989.718750 Penalty: 4161.573242
	Iteration 22Q: 3 clusters Score -382989.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -382992.218750 Penalty: 4161.573242
	Iteration 23Q: 3 clusters Score -382992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -382993.750000 Penalty: 4161.573242
	Iteration 24Q: 3 clusters Score -382993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -382995.093750 Penalty: 4161.573242
	Iteration 25Q: 3 clusters Score -382995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -382996.218750 Penalty: 4161.573242
	Iteration 26Q: 3 clusters Score -382996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -382997.000000 Penalty: 4161.573242
	Iteration 27Q: 3 clusters Score -382997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -382999.500000 Penalty: 4161.573242
	Iteration 28Q: 3 clusters Score -382999.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -383001.687500 Penalty: 4161.573242
	Iteration 29Q: 3 clusters Score -383001.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -383004.156250 Penalty: 4161.573242
	Iteration 30Q: 3 clusters Score -383004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -383006.593750 Penalty: 4161.573242
	Iteration 31Q: 3 clusters Score -383006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -383009.687500 Penalty: 4161.573242
	Iteration 32Q: 3 clusters Score -383009.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -383014.781250 Penalty: 4161.573242
	Iteration 33Q: 3 clusters Score -383014.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -383018.843750 Penalty: 4161.573242
	Iteration 34Q: 3 clusters Score -383018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -383022.406250 Penalty: 4161.573242
	Iteration 35Q: 3 clusters Score -383022.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -383027.500000 Penalty: 4161.573242
	Iteration 36Q: 3 clusters Score -383027.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -383039.781250 Penalty: 4161.573242
	Iteration 37Q: 3 clusters Score -383039.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -383058.968750 Penalty: 4161.573242
	Iteration 38Q: 3 clusters Score -383059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -383086.406250 Penalty: 4161.573242
	Iteration 39Q: 3 clusters Score -383086.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -383116.875000 Penalty: 4161.573242
	Iteration 40F: 3 clusters Score -383116.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -383157.031250 Penalty: 4161.573242
	Iteration 41Q: 3 clusters Score -383157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -383188.093750 Penalty: 4161.573242
	Iteration 42Q: 3 clusters Score -383188.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -383219.312500 Penalty: 4161.573242
	Iteration 43Q: 3 clusters Score -383219.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -383249.562500 Penalty: 4161.573242
	Iteration 44Q: 3 clusters Score -383249.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -383279.718750 Penalty: 4161.573242
	Iteration 45Q: 3 clusters Score -383279.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -383308.437500 Penalty: 4161.573242
	Iteration 46Q: 3 clusters Score -383308.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -383341.750000 Penalty: 4161.573242
	Iteration 47Q: 3 clusters Score -383341.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -383378.281250 Penalty: 4161.573242
	Iteration 48Q: 3 clusters Score -383378.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -383407.375000 Penalty: 4161.573242
	Iteration 49Q: 3 clusters Score -383407.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -383434.187500 Penalty: 4161.573242
	Iteration 50Q: 3 clusters Score -383434.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -383461.437500 Penalty: 4161.573242
	Iteration 51Q: 3 clusters Score -383461.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -383482.781250 Penalty: 4161.573242
	Iteration 52Q: 3 clusters Score -383482.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -383501.218750 Penalty: 4161.573242
	Iteration 53Q: 3 clusters Score -383501.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -383512.531250 Penalty: 4161.573242
	Iteration 54Q: 3 clusters Score -383512.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -383518.312500 Penalty: 4161.573242
	Iteration 55Q: 3 clusters Score -383518.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -383524.750000 Penalty: 4161.573242
	Iteration 56Q: 3 clusters Score -383524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -383532.906250 Penalty: 4161.573242
	Iteration 57Q: 3 clusters Score -383532.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -383537.750000 Penalty: 4161.573242
	Iteration 58Q: 3 clusters Score -383537.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -383542.625000 Penalty: 4161.573242
	Iteration 59Q: 3 clusters Score -383542.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -383546.875000 Penalty: 4161.573242
	Iteration 60F: 3 clusters Score -383546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -383551.906250 Penalty: 4161.573242
	Iteration 61Q: 3 clusters Score -383551.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -383556.437500 Penalty: 4161.573242
	Iteration 62Q: 3 clusters Score -383556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -383564.656250 Penalty: 4161.573242
	Iteration 63Q: 3 clusters Score -383564.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -383577.187500 Penalty: 4161.573242
	Iteration 64Q: 3 clusters Score -383577.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -383590.156250 Penalty: 4161.573242
	Iteration 65Q: 3 clusters Score -383590.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -383601.062500 Penalty: 4161.573242
	Iteration 66Q: 3 clusters Score -383601.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -383613.968750 Penalty: 4161.573242
	Iteration 67Q: 3 clusters Score -383614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -383626.406250 Penalty: 4161.573242
	Iteration 68Q: 3 clusters Score -383626.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -383635.187500 Penalty: 4161.573242
	Iteration 69Q: 3 clusters Score -383635.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -383642.562500 Penalty: 4161.573242
	Iteration 70Q: 3 clusters Score -383642.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -383646.843750 Penalty: 4161.573242
	Iteration 71Q: 3 clusters Score -383646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -383650.406250 Penalty: 4161.573242
	Iteration 72Q: 3 clusters Score -383650.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -383654.531250 Penalty: 4161.573242
	Iteration 73Q: 3 clusters Score -383654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -383660.812500 Penalty: 4161.573242
	Iteration 74Q: 3 clusters Score -383660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -383665.875000 Penalty: 4161.573242
	Iteration 75Q: 3 clusters Score -383665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -383669.906250 Penalty: 4161.573242
	Iteration 76Q: 3 clusters Score -383669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -383670.937500 Penalty: 4161.573242
	Iteration 77Q: 3 clusters Score -383670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -383670.750000 Penalty: 4161.573242
	Iteration 78Q: 3 clusters Score -383670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -383671.375000 Penalty: 4161.573242
	Iteration 79Q: 3 clusters Score -383671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -383671.812500 Penalty: 4161.573242
	Iteration 80F: 3 clusters Score -383671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -383671.906250 Penalty: 4161.573242
	Iteration 81Q: 3 clusters Score -383671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -383674.281250 Penalty: 4161.573242
	Iteration 82Q: 3 clusters Score -383674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -383674.562500 Penalty: 4161.573242
	Iteration 83Q: 3 clusters Score -383674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -383674.656250 Penalty: 4161.573242
	Iteration 84Q: 3 clusters Score -383674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -383675.187500 Penalty: 4161.573242
	Iteration 85Q: 3 clusters Score -383675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -383676.437500 Penalty: 4161.573242
	Iteration 86Q: 3 clusters Score -383676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -383677.250000 Penalty: 4161.573242
	Iteration 87Q: 3 clusters Score -383677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -383677.906250 Penalty: 4161.573242
	Iteration 88Q: 3 clusters Score -383677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -383678.218750 Penalty: 4161.573242
	Iteration 89Q: 3 clusters Score -383678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -383679.468750 Penalty: 4161.573242
	Iteration 90Q: 3 clusters Score -383679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -383681.125000 Penalty: 4161.573242
	Iteration 91Q: 3 clusters Score -383681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -383681.812500 Penalty: 4161.573242
	Iteration 92Q: 3 clusters Score -383681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -383682.812500 Penalty: 4161.573242
	Iteration 93Q: 3 clusters Score -383682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -383683.468750 Penalty: 4161.573242
	Iteration 94Q: 3 clusters Score -383683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -383683.281250 Penalty: 4161.573242
	Iteration 95Q: 3 clusters Score -383683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -383683.281250 Penalty: 4161.573242
	Iteration 96F: 3 clusters Score -383683.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -320902.500000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -320902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -317622.406250 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -317622.4 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -318267.312500 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -318267.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -318431.968750 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -318432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -318512.437500 Penalty: 3974.453857
	Iteration 3Q: 3 clusters Score -318512.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -318579.031250 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -318579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -318620.781250 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -318620.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -318654.093750 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -318654.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -318670.750000 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -318670.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -318681.812500 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -318681.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -318700.875000 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -318700.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -318715.156250 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -318715.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -318729.500000 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -318729.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -318743.718750 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -318743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -318751.593750 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -318751.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -318761.437500 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -318761.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -318772.187500 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -318772.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -318778.312500 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -318778.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -318785.281250 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -318785.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -318792.093750 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -318792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -318796.093750 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -318796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -318800.343750 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -318800.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -318803.968750 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -318804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -318805.593750 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -318805.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -318806.843750 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -318806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -318808.843750 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -318808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -318810.500000 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -318810.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -318812.562500 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -318812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -318814.218750 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -318814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -318816.437500 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -318816.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -318820.843750 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -318820.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -318825.406250 Penalty: 3974.453857
	Iteration 30Q: 3 clusters Score -318825.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -318828.812500 Penalty: 3974.453857
	Iteration 31Q: 3 clusters Score -318828.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -318832.375000 Penalty: 3974.453857
	Iteration 32Q: 3 clusters Score -318832.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -318835.375000 Penalty: 3974.453857
	Iteration 33Q: 3 clusters Score -318835.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -318838.687500 Penalty: 3974.453857
	Iteration 34Q: 3 clusters Score -318838.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -318840.875000 Penalty: 3974.453857
	Iteration 35Q: 3 clusters Score -318840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -318841.500000 Penalty: 3974.453857
	Iteration 36Q: 3 clusters Score -318841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -318843.437500 Penalty: 3974.453857
	Iteration 37Q: 3 clusters Score -318843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -318848.062500 Penalty: 3974.453857
	Iteration 38Q: 3 clusters Score -318848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -318851.500000 Penalty: 3974.453857
	Iteration 39Q: 3 clusters Score -318851.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -318854.000000 Penalty: 3974.453857
	Iteration 40F: 3 clusters Score -318854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -318854.093750 Penalty: 3974.453857
	Iteration 41Q: 3 clusters Score -318854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -318854.937500 Penalty: 3974.453857
	Iteration 42Q: 3 clusters Score -318854.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -318857.156250 Penalty: 3974.453857
	Iteration 43Q: 3 clusters Score -318857.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -318861.031250 Penalty: 3974.453857
	Iteration 44Q: 3 clusters Score -318861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -318863.656250 Penalty: 3974.453857
	Iteration 45Q: 3 clusters Score -318863.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -318868.031250 Penalty: 3974.453857
	Iteration 46Q: 3 clusters Score -318868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -318870.000000 Penalty: 3974.453857
	Iteration 47Q: 3 clusters Score -318870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -318871.468750 Penalty: 3974.453857
	Iteration 48Q: 3 clusters Score -318871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -318872.937500 Penalty: 3974.453857
	Iteration 49Q: 3 clusters Score -318872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -318874.562500 Penalty: 3974.453857
	Iteration 50Q: 3 clusters Score -318874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -318876.687500 Penalty: 3974.453857
	Iteration 51Q: 3 clusters Score -318876.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -318879.562500 Penalty: 3974.453857
	Iteration 52Q: 3 clusters Score -318879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -318883.718750 Penalty: 3974.453857
	Iteration 53Q: 3 clusters Score -318883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -318884.843750 Penalty: 3974.453857
	Iteration 54Q: 3 clusters Score -318884.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -318887.937500 Penalty: 3974.453857
	Iteration 55Q: 3 clusters Score -318887.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -318894.843750 Penalty: 3974.453857
	Iteration 56Q: 3 clusters Score -318894.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -318899.781250 Penalty: 3974.453857
	Iteration 57Q: 3 clusters Score -318899.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -318905.906250 Penalty: 3974.453857
	Iteration 58Q: 3 clusters Score -318905.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -318917.437500 Penalty: 3974.453857
	Iteration 59Q: 3 clusters Score -318917.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -318923.125000 Penalty: 3974.453857
	Iteration 60F: 3 clusters Score -318923.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -318932.687500 Penalty: 3974.453857
	Iteration 61Q: 3 clusters Score -318932.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -318948.406250 Penalty: 3974.453857
	Iteration 62Q: 3 clusters Score -318948.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -318965.656250 Penalty: 3974.453857
	Iteration 63Q: 3 clusters Score -318965.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -318981.468750 Penalty: 3974.453857
	Iteration 64Q: 3 clusters Score -318981.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -318988.187500 Penalty: 3974.453857
	Iteration 65Q: 3 clusters Score -318988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -318998.218750 Penalty: 3974.453857
	Iteration 66Q: 3 clusters Score -318998.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -319014.187500 Penalty: 3974.453857
	Iteration 67Q: 3 clusters Score -319014.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -319035.406250 Penalty: 3974.453857
	Iteration 68Q: 3 clusters Score -319035.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -319049.968750 Penalty: 3974.453857
	Iteration 69Q: 3 clusters Score -319050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -319061.906250 Penalty: 3974.453857
	Iteration 70Q: 3 clusters Score -319061.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -319071.156250 Penalty: 3974.453857
	Iteration 71Q: 3 clusters Score -319071.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -319079.718750 Penalty: 3974.453857
	Iteration 72Q: 3 clusters Score -319079.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -319086.875000 Penalty: 3974.453857
	Iteration 73Q: 3 clusters Score -319086.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -319094.250000 Penalty: 3974.453857
	Iteration 74Q: 3 clusters Score -319094.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -319101.281250 Penalty: 3974.453857
	Iteration 75Q: 3 clusters Score -319101.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -319111.312500 Penalty: 3974.453857
	Iteration 76Q: 3 clusters Score -319111.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -319127.187500 Penalty: 3974.453857
	Iteration 77Q: 3 clusters Score -319127.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -319144.437500 Penalty: 3974.453857
	Iteration 78Q: 3 clusters Score -319144.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -319155.531250 Penalty: 3974.453857
	Iteration 79Q: 3 clusters Score -319155.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -319164.000000 Penalty: 3974.453857
	Iteration 80F: 3 clusters Score -319164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -319172.156250 Penalty: 3974.453857
	Iteration 81Q: 3 clusters Score -319172.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -319186.500000 Penalty: 3974.453857
	Iteration 82Q: 3 clusters Score -319186.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -319196.031250 Penalty: 3974.453857
	Iteration 83Q: 3 clusters Score -319196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -319206.875000 Penalty: 3974.453857
	Iteration 84Q: 3 clusters Score -319206.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -319226.062500 Penalty: 3974.453857
	Iteration 85Q: 3 clusters Score -319226.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -319242.187500 Penalty: 3974.453857
	Iteration 86Q: 3 clusters Score -319242.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -319252.281250 Penalty: 3974.453857
	Iteration 87Q: 3 clusters Score -319252.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -319263.250000 Penalty: 3974.453857
	Iteration 88Q: 3 clusters Score -319263.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -319277.312500 Penalty: 3974.453857
	Iteration 89Q: 3 clusters Score -319277.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -319292.218750 Penalty: 3974.453857
	Iteration 90Q: 3 clusters Score -319292.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -319308.375000 Penalty: 3974.453857
	Iteration 91Q: 3 clusters Score -319308.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -319320.593750 Penalty: 3974.453857
	Iteration 92Q: 3 clusters Score -319320.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -319335.562500 Penalty: 3974.453857
	Iteration 93Q: 3 clusters Score -319335.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -319349.500000 Penalty: 3974.453857
	Iteration 94Q: 3 clusters Score -319349.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -319354.625000 Penalty: 3974.453857
	Iteration 95Q: 3 clusters Score -319354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -319359.687500 Penalty: 3974.453857
	Iteration 96Q: 3 clusters Score -319359.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -319367.187500 Penalty: 3974.453857
	Iteration 97Q: 3 clusters Score -319367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -319378.375000 Penalty: 3974.453857
	Iteration 98Q: 3 clusters Score -319378.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -319387.125000 Penalty: 3974.453857
	Iteration 99Q: 3 clusters Score -319387.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -319396.781250 Penalty: 3974.453857
	Iteration 100F: 3 clusters Score -319396.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -319402.687500 Penalty: 3974.453857
	Iteration 101Q: 3 clusters Score -319402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -319405.031250 Penalty: 3974.453857
	Iteration 102Q: 3 clusters Score -319405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -319405.531250 Penalty: 3974.453857
	Iteration 103Q: 3 clusters Score -319405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -319406.468750 Penalty: 3974.453857
	Iteration 104Q: 3 clusters Score -319406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -319408.500000 Penalty: 3974.453857
	Iteration 105Q: 3 clusters Score -319408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -319413.125000 Penalty: 3974.453857
	Iteration 106Q: 3 clusters Score -319413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -319417.312500 Penalty: 3974.453857
	Iteration 107Q: 3 clusters Score -319417.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -319423.437500 Penalty: 3974.453857
	Iteration 108Q: 3 clusters Score -319423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -319426.968750 Penalty: 3974.453857
	Iteration 109Q: 3 clusters Score -319427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -319431.843750 Penalty: 3974.453857
	Iteration 110Q: 3 clusters Score -319431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -319435.656250 Penalty: 3974.453857
	Iteration 111Q: 3 clusters Score -319435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -319438.031250 Penalty: 3974.453857
	Iteration 112Q: 3 clusters Score -319438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -319439.250000 Penalty: 3974.453857
	Iteration 113Q: 3 clusters Score -319439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -319440.000000 Penalty: 3974.453857
	Iteration 114Q: 3 clusters Score -319440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -319440.750000 Penalty: 3974.453857
	Iteration 115Q: 3 clusters Score -319440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -319441.281250 Penalty: 3974.453857
	Iteration 116Q: 3 clusters Score -319441.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -319441.281250 Penalty: 3974.453857
	Iteration 117F: 3 clusters Score -319441.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -716211.000000 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -716211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -710678.562500 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -710678.6 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -712103.187500 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -712103.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -712345.812500 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -712345.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -712510.500000 Penalty: 4351.061035
	Iteration 3F: 3 clusters Score -712510.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -712598.312500 Penalty: 4351.061035
	Iteration 4Q: 3 clusters Score -712598.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -712668.562500 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -712668.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -712722.375000 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -712722.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -712767.937500 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -712767.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -712806.562500 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -712806.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -712830.187500 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -712830.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -712857.125000 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -712857.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -712878.750000 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -712878.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -712891.125000 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -712891.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -712904.187500 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -712904.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -712914.500000 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -712914.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -712923.250000 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -712923.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -712932.437500 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -712932.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -712937.437500 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -712937.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -712942.687500 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -712942.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -712947.187500 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -712947.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -712952.750000 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -712952.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -712956.250000 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -712956.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -712960.312500 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -712960.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -712965.625000 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -712965.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -712967.250000 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -712967.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -712971.187500 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -712971.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -712973.750000 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -712973.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -712978.625000 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -712978.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -712983.750000 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -712983.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -712988.187500 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -712988.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -712995.312500 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -712995.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -713005.250000 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -713005.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -713015.875000 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -713015.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -713027.937500 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -713027.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -713039.875000 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -713039.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -713054.375000 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -713054.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -713074.437500 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -713074.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -713100.062500 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -713100.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -713136.000000 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -713136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -713178.750000 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -713178.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -713213.437500 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -713213.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -713250.437500 Penalty: 4351.061035
	Iteration 41Q: 3 clusters Score -713250.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -713297.625000 Penalty: 4351.061035
	Iteration 42Q: 3 clusters Score -713297.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -713342.312500 Penalty: 4351.061035
	Iteration 43Q: 3 clusters Score -713342.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -713396.000000 Penalty: 4351.061035
	Iteration 44Q: 3 clusters Score -713396 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -713452.000000 Penalty: 4351.061035
	Iteration 45Q: 3 clusters Score -713452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -713504.812500 Penalty: 4351.061035
	Iteration 46Q: 3 clusters Score -713504.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -713568.687500 Penalty: 4351.061035
	Iteration 47Q: 3 clusters Score -713568.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -713634.562500 Penalty: 4351.061035
	Iteration 48Q: 3 clusters Score -713634.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -713707.750000 Penalty: 4351.061035
	Iteration 49Q: 3 clusters Score -713707.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -713798.625000 Penalty: 4351.061035
	Iteration 50Q: 3 clusters Score -713798.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -713866.125000 Penalty: 4351.061035
	Iteration 51Q: 3 clusters Score -713866.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -713934.250000 Penalty: 4351.061035
	Iteration 52Q: 3 clusters Score -713934.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -713997.875000 Penalty: 4351.061035
	Iteration 53Q: 3 clusters Score -713997.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -714049.625000 Penalty: 4351.061035
	Iteration 54Q: 3 clusters Score -714049.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -714084.500000 Penalty: 4351.061035
	Iteration 55Q: 3 clusters Score -714084.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -714114.187500 Penalty: 4351.061035
	Iteration 56Q: 3 clusters Score -714114.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -714144.125000 Penalty: 4351.061035
	Iteration 57Q: 3 clusters Score -714144.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -714170.687500 Penalty: 4351.061035
	Iteration 58Q: 3 clusters Score -714170.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -714187.062500 Penalty: 4351.061035
	Iteration 59Q: 3 clusters Score -714187.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -714201.062500 Penalty: 4351.061035
	Iteration 60F: 3 clusters Score -714201.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -714213.500000 Penalty: 4351.061035
	Iteration 61Q: 3 clusters Score -714213.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -714226.437500 Penalty: 4351.061035
	Iteration 62Q: 3 clusters Score -714226.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -714236.312500 Penalty: 4351.061035
	Iteration 63Q: 3 clusters Score -714236.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -714245.250000 Penalty: 4351.061035
	Iteration 64Q: 3 clusters Score -714245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -714250.187500 Penalty: 4351.061035
	Iteration 65Q: 3 clusters Score -714250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -714252.687500 Penalty: 4351.061035
	Iteration 66Q: 3 clusters Score -714252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -714259.875000 Penalty: 4351.061035
	Iteration 67Q: 3 clusters Score -714259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -714266.500000 Penalty: 4351.061035
	Iteration 68Q: 3 clusters Score -714266.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -714272.500000 Penalty: 4351.061035
	Iteration 69Q: 3 clusters Score -714272.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -714279.375000 Penalty: 4351.061035
	Iteration 70Q: 3 clusters Score -714279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -714288.062500 Penalty: 4351.061035
	Iteration 71Q: 3 clusters Score -714288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -714291.312500 Penalty: 4351.061035
	Iteration 72Q: 3 clusters Score -714291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -714295.125000 Penalty: 4351.061035
	Iteration 73Q: 3 clusters Score -714295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -714301.625000 Penalty: 4351.061035
	Iteration 74Q: 3 clusters Score -714301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -714305.187500 Penalty: 4351.061035
	Iteration 75Q: 3 clusters Score -714305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -714311.375000 Penalty: 4351.061035
	Iteration 76Q: 3 clusters Score -714311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -714313.062500 Penalty: 4351.061035
	Iteration 77Q: 3 clusters Score -714313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -714315.125000 Penalty: 4351.061035
	Iteration 78Q: 3 clusters Score -714315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -714317.437500 Penalty: 4351.061035
	Iteration 79Q: 3 clusters Score -714317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -714317.750000 Penalty: 4351.061035
	Iteration 80F: 3 clusters Score -714317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -714317.937500 Penalty: 4351.061035
	Iteration 81Q: 3 clusters Score -714317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -714319.750000 Penalty: 4351.061035
	Iteration 82Q: 3 clusters Score -714319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -714319.750000 Penalty: 4351.061035
	Iteration 83F: 3 clusters Score -714319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Entering Unmasked Estep 
Score: -839781.750000 Penalty: 2232.791748
	Iteration 0F: 2 clusters Score -839781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -833309.687500 Penalty: 4465.583496
	Iteration 0F: 3 clusters Score -833309.7 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -835150.062500 Penalty: 4465.583496
	Iteration 1F: 3 clusters Score -835150.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -835479.437500 Penalty: 4465.583496
	Iteration 2F: 3 clusters Score -835479.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -835753.125000 Penalty: 4465.583496
	Iteration 3F: 3 clusters Score -835753.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -835992.250000 Penalty: 4465.583496
	Iteration 4Q: 3 clusters Score -835992.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -836187.000000 Penalty: 4465.583496
	Iteration 5Q: 3 clusters Score -836187 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -836387.125000 Penalty: 4465.583496
	Iteration 6Q: 3 clusters Score -836387.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -836602.562500 Penalty: 4465.583496
	Iteration 7Q: 3 clusters Score -836602.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -836810.250000 Penalty: 4465.583496
	Iteration 8Q: 3 clusters Score -836810.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -836977.937500 Penalty: 4465.583496
	Iteration 9Q: 3 clusters Score -836977.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -837128.937500 Penalty: 4465.583496
	Iteration 10Q: 3 clusters Score -837128.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -837281.312500 Penalty: 4465.583496
	Iteration 11Q: 3 clusters Score -837281.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -837413.750000 Penalty: 4465.583496
	Iteration 12Q: 3 clusters Score -837413.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -837525.000000 Penalty: 4465.583496
	Iteration 13Q: 3 clusters Score -837525 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -837621.562500 Penalty: 4465.583496
	Iteration 14Q: 3 clusters Score -837621.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -837698.875000 Penalty: 4465.583496
	Iteration 15Q: 3 clusters Score -837698.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -837753.937500 Penalty: 4465.583496
	Iteration 16Q: 3 clusters Score -837753.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -837797.750000 Penalty: 4465.583496
	Iteration 17Q: 3 clusters Score -837797.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -837829.187500 Penalty: 4465.583496
	Iteration 18Q: 3 clusters Score -837829.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -837859.625000 Penalty: 4465.583496
	Iteration 19Q: 3 clusters Score -837859.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -837888.750000 Penalty: 4465.583496
	Iteration 20F: 3 clusters Score -837888.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -837911.062500 Penalty: 4465.583496
	Iteration 21Q: 3 clusters Score -837911.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -837932.312500 Penalty: 4465.583496
	Iteration 22Q: 3 clusters Score -837932.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -837957.500000 Penalty: 4465.583496
	Iteration 23Q: 3 clusters Score -837957.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -837973.187500 Penalty: 4465.583496
	Iteration 24Q: 3 clusters Score -837973.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -837988.750000 Penalty: 4465.583496
	Iteration 25Q: 3 clusters Score -837988.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -838003.125000 Penalty: 4465.583496
	Iteration 26Q: 3 clusters Score -838003.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -838018.125000 Penalty: 4465.583496
	Iteration 27Q: 3 clusters Score -838018.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -838030.875000 Penalty: 4465.583496
	Iteration 28Q: 3 clusters Score -838030.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -838045.937500 Penalty: 4465.583496
	Iteration 29Q: 3 clusters Score -838045.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -838053.437500 Penalty: 4465.583496
	Iteration 30Q: 3 clusters Score -838053.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -838059.312500 Penalty: 4465.583496
	Iteration 31Q: 3 clusters Score -838059.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -838063.687500 Penalty: 4465.583496
	Iteration 32Q: 3 clusters Score -838063.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -838068.125000 Penalty: 4465.583496
	Iteration 33Q: 3 clusters Score -838068.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -838068.250000 Penalty: 4465.583496
	Iteration 34Q: 3 clusters Score -838068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -838070.125000 Penalty: 4465.583496
	Iteration 35Q: 3 clusters Score -838070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -838074.062500 Penalty: 4465.583496
	Iteration 36Q: 3 clusters Score -838074.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -838074.000000 Penalty: 4465.583496
	Iteration 37Q: 3 clusters Score -838074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -838075.937500 Penalty: 4465.583496
	Iteration 38Q: 3 clusters Score -838075.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -838080.750000 Penalty: 4465.583496
	Iteration 39Q: 3 clusters Score -838080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -838083.375000 Penalty: 4465.583496
	Iteration 40F: 3 clusters Score -838083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -838084.937500 Penalty: 4465.583496
	Iteration 41Q: 3 clusters Score -838084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -838086.687500 Penalty: 4465.583496
	Iteration 42Q: 3 clusters Score -838086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -838087.812500 Penalty: 4465.583496
	Iteration 43Q: 3 clusters Score -838087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -838088.250000 Penalty: 4465.583496
	Iteration 44Q: 3 clusters Score -838088.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -838091.312500 Penalty: 4465.583496
	Iteration 45Q: 3 clusters Score -838091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -838094.437500 Penalty: 4465.583496
	Iteration 46Q: 3 clusters Score -838094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -838094.062500 Penalty: 4465.583496
	Iteration 47Q: 3 clusters Score -838094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -838095.500000 Penalty: 4465.583496
	Iteration 48Q: 3 clusters Score -838095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -838093.937500 Penalty: 4465.583496
	Iteration 49Q: 3 clusters Score -838093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -838096.000000 Penalty: 4465.583496
	Iteration 50Q: 3 clusters Score -838096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -838096.562500 Penalty: 4465.583496
	Iteration 51Q: 3 clusters Score -838096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -838097.875000 Penalty: 4465.583496
	Iteration 52Q: 3 clusters Score -838097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -838097.062500 Penalty: 4465.583496
	Iteration 53Q: 3 clusters Score -838097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -838097.375000 Penalty: 4465.583496
	Iteration 54Q: 3 clusters Score -838097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -838097.375000 Penalty: 4465.583496
	Iteration 55F: 3 clusters Score -838097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Entering Unmasked Estep 
Score: -1267854.625000 Penalty: 2318.889893
	Iteration 0F: 2 clusters Score -1267855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1259239.000000 Penalty: 4637.779785
	Iteration 0F: 3 clusters Score -1259239 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1262121.500000 Penalty: 4637.779785
	Iteration 1F: 3 clusters Score -1262122 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1262635.875000 Penalty: 4637.779785
	Iteration 2F: 3 clusters Score -1262636 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1263094.000000 Penalty: 4637.779785
	Iteration 3F: 3 clusters Score -1263094 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1263499.875000 Penalty: 4637.779785
	Iteration 4F: 3 clusters Score -1263500 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1263877.000000 Penalty: 4637.779785
	Iteration 5F: 3 clusters Score -1263877 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1264258.375000 Penalty: 4637.779785
	Iteration 6F: 3 clusters Score -1264258 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1264644.875000 Penalty: 4637.779785
	Iteration 7F: 3 clusters Score -1264645 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1264972.250000 Penalty: 4637.779785
	Iteration 8Q: 3 clusters Score -1264972 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1265266.000000 Penalty: 4637.779785
	Iteration 9Q: 3 clusters Score -1265266 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1265493.875000 Penalty: 4637.779785
	Iteration 10Q: 3 clusters Score -1265494 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1265699.250000 Penalty: 4637.779785
	Iteration 11Q: 3 clusters Score -1265699 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1265898.000000 Penalty: 4637.779785
	Iteration 12Q: 3 clusters Score -1265898 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1266063.125000 Penalty: 4637.779785
	Iteration 13Q: 3 clusters Score -1266063 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1266196.250000 Penalty: 4637.779785
	Iteration 14Q: 3 clusters Score -1266196 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1266286.250000 Penalty: 4637.779785
	Iteration 15Q: 3 clusters Score -1266286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1266347.875000 Penalty: 4637.779785
	Iteration 16Q: 3 clusters Score -1266348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1266390.875000 Penalty: 4637.779785
	Iteration 17Q: 3 clusters Score -1266391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1266418.500000 Penalty: 4637.779785
	Iteration 18Q: 3 clusters Score -1266418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1266452.875000 Penalty: 4637.779785
	Iteration 19Q: 3 clusters Score -1266453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1266478.000000 Penalty: 4637.779785
	Iteration 20F: 3 clusters Score -1266478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1266494.875000 Penalty: 4637.779785
	Iteration 21Q: 3 clusters Score -1266495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1266500.250000 Penalty: 4637.779785
	Iteration 22Q: 3 clusters Score -1266500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1266506.750000 Penalty: 4637.779785
	Iteration 23Q: 3 clusters Score -1266507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1266512.000000 Penalty: 4637.779785
	Iteration 24Q: 3 clusters Score -1266512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1266516.625000 Penalty: 4637.779785
	Iteration 25Q: 3 clusters Score -1266517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1266523.000000 Penalty: 4637.779785
	Iteration 26Q: 3 clusters Score -1266523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1266525.750000 Penalty: 4637.779785
	Iteration 27Q: 3 clusters Score -1266526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1266529.625000 Penalty: 4637.779785
	Iteration 28Q: 3 clusters Score -1266530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1266531.500000 Penalty: 4637.779785
	Iteration 29Q: 3 clusters Score -1266532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1266531.375000 Penalty: 4637.779785
	Iteration 30Q: 3 clusters Score -1266531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1266531.500000 Penalty: 4637.779785
	Iteration 31Q: 3 clusters Score -1266532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1266531.500000 Penalty: 4637.779785
	Iteration 32F: 3 clusters Score -1266532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Entering Unmasked Estep 
Score: -1110593.625000 Penalty: 2291.254150
	Iteration 0F: 2 clusters Score -1110594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1102708.250000 Penalty: 4582.508301
	Iteration 0F: 3 clusters Score -1102708 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1105024.625000 Penalty: 4582.508301
	Iteration 1F: 3 clusters Score -1105025 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1105332.375000 Penalty: 4582.508301
	Iteration 2F: 3 clusters Score -1105332 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1105591.875000 Penalty: 4582.508301
	Iteration 3F: 3 clusters Score -1105592 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1105812.875000 Penalty: 4582.508301
	Iteration 4Q: 3 clusters Score -1105813 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1106006.125000 Penalty: 4582.508301
	Iteration 5Q: 3 clusters Score -1106006 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1106181.750000 Penalty: 4582.508301
	Iteration 6Q: 3 clusters Score -1106182 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1106361.125000 Penalty: 4582.508301
	Iteration 7Q: 3 clusters Score -1106361 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1106560.500000 Penalty: 4582.508301
	Iteration 8Q: 3 clusters Score -1106560 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1106744.125000 Penalty: 4582.508301
	Iteration 9Q: 3 clusters Score -1106744 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1106963.250000 Penalty: 4582.508301
	Iteration 10Q: 3 clusters Score -1106963 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1107185.625000 Penalty: 4582.508301
	Iteration 11Q: 3 clusters Score -1107186 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1107371.750000 Penalty: 4582.508301
	Iteration 12Q: 3 clusters Score -1107372 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1107503.500000 Penalty: 4582.508301
	Iteration 13Q: 3 clusters Score -1107504 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1107625.000000 Penalty: 4582.508301
	Iteration 14Q: 3 clusters Score -1107625 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1107772.875000 Penalty: 4582.508301
	Iteration 15Q: 3 clusters Score -1107773 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1107928.000000 Penalty: 4582.508301
	Iteration 16Q: 3 clusters Score -1107928 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1108049.375000 Penalty: 4582.508301
	Iteration 17Q: 3 clusters Score -1108049 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1108147.375000 Penalty: 4582.508301
	Iteration 18Q: 3 clusters Score -1108147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1108245.125000 Penalty: 4582.508301
	Iteration 19Q: 3 clusters Score -1108245 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1108341.875000 Penalty: 4582.508301
	Iteration 20F: 3 clusters Score -1108342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1108414.375000 Penalty: 4582.508301
	Iteration 21Q: 3 clusters Score -1108414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1108477.625000 Penalty: 4582.508301
	Iteration 22Q: 3 clusters Score -1108478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1108531.125000 Penalty: 4582.508301
	Iteration 23Q: 3 clusters Score -1108531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1108558.000000 Penalty: 4582.508301
	Iteration 24Q: 3 clusters Score -1108558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1108578.625000 Penalty: 4582.508301
	Iteration 25Q: 3 clusters Score -1108579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1108602.750000 Penalty: 4582.508301
	Iteration 26Q: 3 clusters Score -1108603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1108619.500000 Penalty: 4582.508301
	Iteration 27Q: 3 clusters Score -1108620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1108637.000000 Penalty: 4582.508301
	Iteration 28Q: 3 clusters Score -1108637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1108649.750000 Penalty: 4582.508301
	Iteration 29Q: 3 clusters Score -1108650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1108664.250000 Penalty: 4582.508301
	Iteration 30Q: 3 clusters Score -1108664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1108673.750000 Penalty: 4582.508301
	Iteration 31Q: 3 clusters Score -1108674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1108687.500000 Penalty: 4582.508301
	Iteration 32Q: 3 clusters Score -1108688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1108700.250000 Penalty: 4582.508301
	Iteration 33Q: 3 clusters Score -1108700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1108710.000000 Penalty: 4582.508301
	Iteration 34Q: 3 clusters Score -1108710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1108715.000000 Penalty: 4582.508301
	Iteration 35Q: 3 clusters Score -1108715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1108727.250000 Penalty: 4582.508301
	Iteration 36Q: 3 clusters Score -1108727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1108740.750000 Penalty: 4582.508301
	Iteration 37Q: 3 clusters Score -1108741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1108748.625000 Penalty: 4582.508301
	Iteration 38Q: 3 clusters Score -1108749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1108754.000000 Penalty: 4582.508301
	Iteration 39Q: 3 clusters Score -1108754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1108757.625000 Penalty: 4582.508301
	Iteration 40F: 3 clusters Score -1108758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1108758.500000 Penalty: 4582.508301
	Iteration 41Q: 3 clusters Score -1108758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1108760.500000 Penalty: 4582.508301
	Iteration 42Q: 3 clusters Score -1108760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1108763.125000 Penalty: 4582.508301
	Iteration 43Q: 3 clusters Score -1108763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1108765.000000 Penalty: 4582.508301
	Iteration 44Q: 3 clusters Score -1108765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1108767.500000 Penalty: 4582.508301
	Iteration 45Q: 3 clusters Score -1108768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1108767.625000 Penalty: 4582.508301
	Iteration 46Q: 3 clusters Score -1108768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1108767.625000 Penalty: 4582.508301
	Iteration 47F: 3 clusters Score -1108768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Entering Unmasked Estep 
Score: -473353.468750 Penalty: 2085.361816
	Iteration 0F: 2 clusters Score -473353.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -469177.125000 Penalty: 4170.723633
	Iteration 0F: 3 clusters Score -469177.1 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -470196.812500 Penalty: 4170.723633
	Iteration 1F: 3 clusters Score -470196.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -470414.906250 Penalty: 4170.723633
	Iteration 2F: 3 clusters Score -470414.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -470613.656250 Penalty: 4170.723633
	Iteration 3F: 3 clusters Score -470613.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -470828.281250 Penalty: 4170.723633
	Iteration 4F: 3 clusters Score -470828.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -471029.906250 Penalty: 4170.723633
	Iteration 5F: 3 clusters Score -471029.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -471255.531250 Penalty: 4170.723633
	Iteration 6F: 3 clusters Score -471255.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -471477.906250 Penalty: 4170.723633
	Iteration 7F: 3 clusters Score -471477.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -471657.437500 Penalty: 4170.723633
	Iteration 8Q: 3 clusters Score -471657.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -471793.187500 Penalty: 4170.723633
	Iteration 9Q: 3 clusters Score -471793.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -471893.000000 Penalty: 4170.723633
	Iteration 10Q: 3 clusters Score -471893 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -471971.968750 Penalty: 4170.723633
	Iteration 11Q: 3 clusters Score -471972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -472047.250000 Penalty: 4170.723633
	Iteration 12Q: 3 clusters Score -472047.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -472135.843750 Penalty: 4170.723633
	Iteration 13Q: 3 clusters Score -472135.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -472250.500000 Penalty: 4170.723633
	Iteration 14Q: 3 clusters Score -472250.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -472382.093750 Penalty: 4170.723633
	Iteration 15Q: 3 clusters Score -472382.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -472514.343750 Penalty: 4170.723633
	Iteration 16Q: 3 clusters Score -472514.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -472602.437500 Penalty: 4170.723633
	Iteration 17Q: 3 clusters Score -472602.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -472659.093750 Penalty: 4170.723633
	Iteration 18Q: 3 clusters Score -472659.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -472690.312500 Penalty: 4170.723633
	Iteration 19Q: 3 clusters Score -472690.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -472708.750000 Penalty: 4170.723633
	Iteration 20F: 3 clusters Score -472708.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -472717.437500 Penalty: 4170.723633
	Iteration 21Q: 3 clusters Score -472717.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -472720.781250 Penalty: 4170.723633
	Iteration 22Q: 3 clusters Score -472720.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -472725.812500 Penalty: 4170.723633
	Iteration 23Q: 3 clusters Score -472725.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -472728.375000 Penalty: 4170.723633
	Iteration 24Q: 3 clusters Score -472728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -472729.406250 Penalty: 4170.723633
	Iteration 25Q: 3 clusters Score -472729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -472731.875000 Penalty: 4170.723633
	Iteration 26Q: 3 clusters Score -472731.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -472732.156250 Penalty: 4170.723633
	Iteration 27Q: 3 clusters Score -472732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -472732.531250 Penalty: 4170.723633
	Iteration 28Q: 3 clusters Score -472732.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -472732.562500 Penalty: 4170.723633
	Iteration 29Q: 3 clusters Score -472732.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -472733.281250 Penalty: 4170.723633
	Iteration 30Q: 3 clusters Score -472733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -472733.312500 Penalty: 4170.723633
	Iteration 31Q: 3 clusters Score -472733.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -472734.625000 Penalty: 4170.723633
	Iteration 32Q: 3 clusters Score -472734.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -472734.625000 Penalty: 4170.723633
	Iteration 33F: 3 clusters Score -472734.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Entering Unmasked Estep 
Score: -1377762.500000 Penalty: 2336.228516
	Iteration 0F: 2 clusters Score -1377762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1368655.000000 Penalty: 4672.457031
	Iteration 0F: 3 clusters Score -1368655 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1371720.750000 Penalty: 4672.457031
	Iteration 1F: 3 clusters Score -1371721 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1372095.625000 Penalty: 4672.457031
	Iteration 2F: 3 clusters Score -1372096 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1372393.250000 Penalty: 4672.457031
	Iteration 3F: 3 clusters Score -1372393 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1372661.625000 Penalty: 4672.457031
	Iteration 4Q: 3 clusters Score -1372662 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1372917.125000 Penalty: 4672.457031
	Iteration 5Q: 3 clusters Score -1372917 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1373157.875000 Penalty: 4672.457031
	Iteration 6Q: 3 clusters Score -1373158 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1373428.125000 Penalty: 4672.457031
	Iteration 7Q: 3 clusters Score -1373428 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1373731.375000 Penalty: 4672.457031
	Iteration 8Q: 3 clusters Score -1373731 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1374109.250000 Penalty: 4672.457031
	Iteration 9Q: 3 clusters Score -1374109 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1374608.375000 Penalty: 4672.457031
	Iteration 10Q: 3 clusters Score -1374608 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1375194.000000 Penalty: 4672.457031
	Iteration 11Q: 3 clusters Score -1375194 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1375684.375000 Penalty: 4672.457031
	Iteration 12Q: 3 clusters Score -1375684 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1376049.625000 Penalty: 4672.457031
	Iteration 13Q: 3 clusters Score -1376050 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1376299.875000 Penalty: 4672.457031
	Iteration 14Q: 3 clusters Score -1376300 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1376415.500000 Penalty: 4672.457031
	Iteration 15Q: 3 clusters Score -1376416 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1376478.000000 Penalty: 4672.457031
	Iteration 16Q: 3 clusters Score -1376478 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1376527.500000 Penalty: 4672.457031
	Iteration 17Q: 3 clusters Score -1376528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1376566.250000 Penalty: 4672.457031
	Iteration 18Q: 3 clusters Score -1376566 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1376595.375000 Penalty: 4672.457031
	Iteration 19Q: 3 clusters Score -1376595 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1376628.375000 Penalty: 4672.457031
	Iteration 20F: 3 clusters Score -1376628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1376656.750000 Penalty: 4672.457031
	Iteration 21Q: 3 clusters Score -1376657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1376683.250000 Penalty: 4672.457031
	Iteration 22Q: 3 clusters Score -1376683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1376704.000000 Penalty: 4672.457031
	Iteration 23Q: 3 clusters Score -1376704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1376723.250000 Penalty: 4672.457031
	Iteration 24Q: 3 clusters Score -1376723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1376736.250000 Penalty: 4672.457031
	Iteration 25Q: 3 clusters Score -1376736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1376746.750000 Penalty: 4672.457031
	Iteration 26Q: 3 clusters Score -1376747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1376750.000000 Penalty: 4672.457031
	Iteration 27Q: 3 clusters Score -1376750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1376750.250000 Penalty: 4672.457031
	Iteration 28Q: 3 clusters Score -1376750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1376757.125000 Penalty: 4672.457031
	Iteration 29Q: 3 clusters Score -1376757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1376760.125000 Penalty: 4672.457031
	Iteration 30Q: 3 clusters Score -1376760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1376765.000000 Penalty: 4672.457031
	Iteration 31Q: 3 clusters Score -1376765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1376767.500000 Penalty: 4672.457031
	Iteration 32Q: 3 clusters Score -1376768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1376765.500000 Penalty: 4672.457031
	Iteration 33Q: 3 clusters Score -1376766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1376770.125000 Penalty: 4672.457031
	Iteration 34Q: 3 clusters Score -1376770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1376770.750000 Penalty: 4672.457031
	Iteration 35Q: 3 clusters Score -1376771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1376779.375000 Penalty: 4672.457031
	Iteration 36Q: 3 clusters Score -1376779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1376778.750000 Penalty: 4672.457031
	Iteration 37Q: 3 clusters Score -1376779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1376787.875000 Penalty: 4672.457031
	Iteration 38Q: 3 clusters Score -1376788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1376790.750000 Penalty: 4672.457031
	Iteration 39Q: 3 clusters Score -1376791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1376796.625000 Penalty: 4672.457031
	Iteration 40F: 3 clusters Score -1376797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1376794.125000 Penalty: 4672.457031
	Iteration 41Q: 3 clusters Score -1376794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1376796.250000 Penalty: 4672.457031
	Iteration 42Q: 3 clusters Score -1376796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1376798.375000 Penalty: 4672.457031
	Iteration 43Q: 3 clusters Score -1376798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1376798.375000 Penalty: 4672.457031
	Iteration 44Q: 3 clusters Score -1376798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1376804.000000 Penalty: 4672.457031
	Iteration 45Q: 3 clusters Score -1376804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1376806.750000 Penalty: 4672.457031
	Iteration 46Q: 3 clusters Score -1376807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1376801.250000 Penalty: 4672.457031
	Iteration 47Q: 3 clusters Score -1376801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1376809.375000 Penalty: 4672.457031
	Iteration 48Q: 3 clusters Score -1376809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1376807.500000 Penalty: 4672.457031
	Iteration 49Q: 3 clusters Score -1376808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1376804.625000 Penalty: 4672.457031
	Iteration 50Q: 3 clusters Score -1376805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1376804.375000 Penalty: 4672.457031
	Iteration 51Q: 3 clusters Score -1376804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1376805.875000 Penalty: 4672.457031
	Iteration 52Q: 3 clusters Score -1376806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1376806.500000 Penalty: 4672.457031
	Iteration 53Q: 3 clusters Score -1376806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1376807.875000 Penalty: 4672.457031
	Iteration 54Q: 3 clusters Score -1376808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1376807.000000 Penalty: 4672.457031
	Iteration 55Q: 3 clusters Score -1376807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1376807.500000 Penalty: 4672.457031
	Iteration 56Q: 3 clusters Score -1376808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1376807.500000 Penalty: 4672.457031
	Iteration 57F: 3 clusters Score -1376808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Entering Unmasked Estep 
Score: -1741496.750000 Penalty: 2386.384033
	Iteration 0F: 2 clusters Score -1741497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1730499.625000 Penalty: 4772.768066
	Iteration 0F: 3 clusters Score -1730500 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1734113.250000 Penalty: 4772.768066
	Iteration 1F: 3 clusters Score -1734113 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1734636.875000 Penalty: 4772.768066
	Iteration 2F: 3 clusters Score -1734637 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1735105.375000 Penalty: 4772.768066
	Iteration 3F: 3 clusters Score -1735105 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1735586.375000 Penalty: 4772.768066
	Iteration 4F: 3 clusters Score -1735586 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1736144.000000 Penalty: 4772.768066
	Iteration 5F: 3 clusters Score -1736144 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1736757.000000 Penalty: 4772.768066
	Iteration 6F: 3 clusters Score -1736757 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1737338.875000 Penalty: 4772.768066
	Iteration 7F: 3 clusters Score -1737339 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1737933.625000 Penalty: 4772.768066
	Iteration 8Q: 3 clusters Score -1737934 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1738454.125000 Penalty: 4772.768066
	Iteration 9Q: 3 clusters Score -1738454 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1738892.875000 Penalty: 4772.768066
	Iteration 10Q: 3 clusters Score -1738893 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1739142.375000 Penalty: 4772.768066
	Iteration 11Q: 3 clusters Score -1739142 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1739274.500000 Penalty: 4772.768066
	Iteration 12Q: 3 clusters Score -1739274 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1739370.625000 Penalty: 4772.768066
	Iteration 13Q: 3 clusters Score -1739371 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1739451.375000 Penalty: 4772.768066
	Iteration 14Q: 3 clusters Score -1739451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1739492.500000 Penalty: 4772.768066
	Iteration 15Q: 3 clusters Score -1739492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1739543.125000 Penalty: 4772.768066
	Iteration 16Q: 3 clusters Score -1739543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1739586.500000 Penalty: 4772.768066
	Iteration 17Q: 3 clusters Score -1739586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1739597.875000 Penalty: 4772.768066
	Iteration 18Q: 3 clusters Score -1739598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1739601.500000 Penalty: 4772.768066
	Iteration 19Q: 3 clusters Score -1739602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1739612.250000 Penalty: 4772.768066
	Iteration 20F: 3 clusters Score -1739612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1739622.250000 Penalty: 4772.768066
	Iteration 21Q: 3 clusters Score -1739622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1739629.000000 Penalty: 4772.768066
	Iteration 22Q: 3 clusters Score -1739629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1739628.375000 Penalty: 4772.768066
	Iteration 23Q: 3 clusters Score -1739628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1739639.750000 Penalty: 4772.768066
	Iteration 24Q: 3 clusters Score -1739640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1739646.125000 Penalty: 4772.768066
	Iteration 25Q: 3 clusters Score -1739646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1739647.125000 Penalty: 4772.768066
	Iteration 26Q: 3 clusters Score -1739647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1739655.500000 Penalty: 4772.768066
	Iteration 27Q: 3 clusters Score -1739656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1739658.375000 Penalty: 4772.768066
	Iteration 28Q: 3 clusters Score -1739658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1739663.125000 Penalty: 4772.768066
	Iteration 29Q: 3 clusters Score -1739663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1739664.125000 Penalty: 4772.768066
	Iteration 30Q: 3 clusters Score -1739664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1739668.250000 Penalty: 4772.768066
	Iteration 31Q: 3 clusters Score -1739668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1739666.625000 Penalty: 4772.768066
	Iteration 32Q: 3 clusters Score -1739667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1739668.250000 Penalty: 4772.768066
	Iteration 33Q: 3 clusters Score -1739668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1739668.375000 Penalty: 4772.768066
	Iteration 34Q: 3 clusters Score -1739668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1739669.750000 Penalty: 4772.768066
	Iteration 35Q: 3 clusters Score -1739670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1739670.125000 Penalty: 4772.768066
	Iteration 36Q: 3 clusters Score -1739670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1739673.125000 Penalty: 4772.768066
	Iteration 37Q: 3 clusters Score -1739673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1739674.125000 Penalty: 4772.768066
	Iteration 38Q: 3 clusters Score -1739674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1739673.875000 Penalty: 4772.768066
	Iteration 39Q: 3 clusters Score -1739674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1739673.875000 Penalty: 4772.768066
	Iteration 40F: 3 clusters Score -1739674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1739679.750000 Penalty: 4772.768066
	Iteration 41Q: 3 clusters Score -1739680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1739681.625000 Penalty: 4772.768066
	Iteration 42Q: 3 clusters Score -1739682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1739683.875000 Penalty: 4772.768066
	Iteration 43Q: 3 clusters Score -1739684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1739683.875000 Penalty: 4772.768066
	Iteration 44Q: 3 clusters Score -1739684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1739685.250000 Penalty: 4772.768066
	Iteration 45Q: 3 clusters Score -1739685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1739684.625000 Penalty: 4772.768066
	Iteration 46Q: 3 clusters Score -1739685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1739682.625000 Penalty: 4772.768066
	Iteration 47Q: 3 clusters Score -1739683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1739682.625000 Penalty: 4772.768066
	Iteration 48F: 3 clusters Score -1739683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Entering Unmasked Estep 
Score: -1026820.000000 Penalty: 2270.606934
	Iteration 0F: 2 clusters Score -1026820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1019458.062500 Penalty: 4541.213867
	Iteration 0F: 3 clusters Score -1019458 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1021647.875000 Penalty: 4541.213867
	Iteration 1F: 3 clusters Score -1021648 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1021997.250000 Penalty: 4541.213867
	Iteration 2F: 3 clusters Score -1021997 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1022267.500000 Penalty: 4541.213867
	Iteration 3F: 3 clusters Score -1022268 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1022527.687500 Penalty: 4541.213867
	Iteration 4Q: 3 clusters Score -1022528 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1022808.250000 Penalty: 4541.213867
	Iteration 5Q: 3 clusters Score -1022808 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1023094.500000 Penalty: 4541.213867
	Iteration 6Q: 3 clusters Score -1023094 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1023371.250000 Penalty: 4541.213867
	Iteration 7Q: 3 clusters Score -1023371 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1023648.187500 Penalty: 4541.213867
	Iteration 8Q: 3 clusters Score -1023648 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1023921.187500 Penalty: 4541.213867
	Iteration 9Q: 3 clusters Score -1023921 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1024185.250000 Penalty: 4541.213867
	Iteration 10Q: 3 clusters Score -1024185 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1024432.750000 Penalty: 4541.213867
	Iteration 11Q: 3 clusters Score -1024433 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1024695.312500 Penalty: 4541.213867
	Iteration 12Q: 3 clusters Score -1024695 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1024895.250000 Penalty: 4541.213867
	Iteration 13Q: 3 clusters Score -1024895 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1025028.125000 Penalty: 4541.213867
	Iteration 14Q: 3 clusters Score -1025028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1025115.187500 Penalty: 4541.213867
	Iteration 15Q: 3 clusters Score -1025115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1025182.062500 Penalty: 4541.213867
	Iteration 16Q: 3 clusters Score -1025182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1025233.687500 Penalty: 4541.213867
	Iteration 17Q: 3 clusters Score -1025234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1025266.187500 Penalty: 4541.213867
	Iteration 18Q: 3 clusters Score -1025266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1025289.187500 Penalty: 4541.213867
	Iteration 19Q: 3 clusters Score -1025289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1025306.062500 Penalty: 4541.213867
	Iteration 20F: 3 clusters Score -1025306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1025323.625000 Penalty: 4541.213867
	Iteration 21Q: 3 clusters Score -1025324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1025337.812500 Penalty: 4541.213867
	Iteration 22Q: 3 clusters Score -1025338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1025357.312500 Penalty: 4541.213867
	Iteration 23Q: 3 clusters Score -1025357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1025380.250000 Penalty: 4541.213867
	Iteration 24Q: 3 clusters Score -1025380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1025398.562500 Penalty: 4541.213867
	Iteration 25Q: 3 clusters Score -1025399 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1025413.375000 Penalty: 4541.213867
	Iteration 26Q: 3 clusters Score -1025413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1025427.187500 Penalty: 4541.213867
	Iteration 27Q: 3 clusters Score -1025427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1025445.937500 Penalty: 4541.213867
	Iteration 28Q: 3 clusters Score -1025446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1025461.187500 Penalty: 4541.213867
	Iteration 29Q: 3 clusters Score -1025461 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1025482.687500 Penalty: 4541.213867
	Iteration 30Q: 3 clusters Score -1025483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1025500.062500 Penalty: 4541.213867
	Iteration 31Q: 3 clusters Score -1025500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1025515.000000 Penalty: 4541.213867
	Iteration 32Q: 3 clusters Score -1025515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1025525.812500 Penalty: 4541.213867
	Iteration 33Q: 3 clusters Score -1025526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1025534.750000 Penalty: 4541.213867
	Iteration 34Q: 3 clusters Score -1025535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1025543.687500 Penalty: 4541.213867
	Iteration 35Q: 3 clusters Score -1025544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1025550.687500 Penalty: 4541.213867
	Iteration 36Q: 3 clusters Score -1025551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1025558.250000 Penalty: 4541.213867
	Iteration 37Q: 3 clusters Score -1025558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1025567.375000 Penalty: 4541.213867
	Iteration 38Q: 3 clusters Score -1025567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1025570.000000 Penalty: 4541.213867
	Iteration 39Q: 3 clusters Score -1025570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1025577.812500 Penalty: 4541.213867
	Iteration 40F: 3 clusters Score -1025578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1025580.437500 Penalty: 4541.213867
	Iteration 41Q: 3 clusters Score -1025580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1025583.250000 Penalty: 4541.213867
	Iteration 42Q: 3 clusters Score -1025583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1025590.062500 Penalty: 4541.213867
	Iteration 43Q: 3 clusters Score -1025590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1025594.562500 Penalty: 4541.213867
	Iteration 44Q: 3 clusters Score -1025595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1025599.062500 Penalty: 4541.213867
	Iteration 45Q: 3 clusters Score -1025599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1025605.937500 Penalty: 4541.213867
	Iteration 46Q: 3 clusters Score -1025606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1025609.562500 Penalty: 4541.213867
	Iteration 47Q: 3 clusters Score -1025610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1025609.500000 Penalty: 4541.213867
	Iteration 48Q: 3 clusters Score -1025610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1025612.125000 Penalty: 4541.213867
	Iteration 49Q: 3 clusters Score -1025612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1025614.562500 Penalty: 4541.213867
	Iteration 50Q: 3 clusters Score -1025615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1025613.562500 Penalty: 4541.213867
	Iteration 51Q: 3 clusters Score -1025614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1025613.437500 Penalty: 4541.213867
	Iteration 52Q: 3 clusters Score -1025613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1025613.437500 Penalty: 4541.213867
	Iteration 53F: 3 clusters Score -1025613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -346585.812500 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -346585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -343191.218750 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -343191.2 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -343901.593750 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -343901.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -344043.250000 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -344043.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -344133.062500 Penalty: 3995.515625
	Iteration 3Q: 3 clusters Score -344133.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -344227.250000 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -344227.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -344302.406250 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -344302.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -344392.218750 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -344392.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -344474.875000 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -344474.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -344562.218750 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -344562.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -344645.250000 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -344645.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -344714.250000 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -344714.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -344786.375000 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -344786.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -344859.031250 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -344859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -344911.843750 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -344911.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -344954.000000 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -344954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -344990.875000 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -344990.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -345021.843750 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -345021.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -345035.906250 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -345035.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -345045.281250 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -345045.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -345053.531250 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -345053.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -345066.125000 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -345066.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -345078.718750 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -345078.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -345096.750000 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -345096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -345110.062500 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -345110.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -345125.281250 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -345125.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -345140.375000 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -345140.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -345149.281250 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -345149.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -345158.750000 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -345158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -345163.906250 Penalty: 3995.515625
	Iteration 28Q: 3 clusters Score -345163.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -345169.593750 Penalty: 3995.515625
	Iteration 29Q: 3 clusters Score -345169.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -345174.687500 Penalty: 3995.515625
	Iteration 30Q: 3 clusters Score -345174.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -345181.531250 Penalty: 3995.515625
	Iteration 31Q: 3 clusters Score -345181.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -345185.750000 Penalty: 3995.515625
	Iteration 32Q: 3 clusters Score -345185.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -345192.812500 Penalty: 3995.515625
	Iteration 33Q: 3 clusters Score -345192.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -345200.406250 Penalty: 3995.515625
	Iteration 34Q: 3 clusters Score -345200.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -345206.531250 Penalty: 3995.515625
	Iteration 35Q: 3 clusters Score -345206.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -345214.812500 Penalty: 3995.515625
	Iteration 36Q: 3 clusters Score -345214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -345219.031250 Penalty: 3995.515625
	Iteration 37Q: 3 clusters Score -345219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -345223.656250 Penalty: 3995.515625
	Iteration 38Q: 3 clusters Score -345223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -345228.500000 Penalty: 3995.515625
	Iteration 39Q: 3 clusters Score -345228.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -345232.500000 Penalty: 3995.515625
	Iteration 40F: 3 clusters Score -345232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -345235.375000 Penalty: 3995.515625
	Iteration 41Q: 3 clusters Score -345235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -345236.906250 Penalty: 3995.515625
	Iteration 42Q: 3 clusters Score -345236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -345238.750000 Penalty: 3995.515625
	Iteration 43Q: 3 clusters Score -345238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -345240.000000 Penalty: 3995.515625
	Iteration 44Q: 3 clusters Score -345240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -345240.062500 Penalty: 3995.515625
	Iteration 45Q: 3 clusters Score -345240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -345240.906250 Penalty: 3995.515625
	Iteration 46Q: 3 clusters Score -345240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -345240.406250 Penalty: 3995.515625
	Iteration 47Q: 3 clusters Score -345240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -345241.812500 Penalty: 3995.515625
	Iteration 48Q: 3 clusters Score -345241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -345241.812500 Penalty: 3995.515625
	Iteration 49F: 3 clusters Score -345241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Entering Unmasked Estep 
Score: -1037746.312500 Penalty: 2277.300049
	Iteration 0F: 2 clusters Score -1037746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1030258.000000 Penalty: 4554.600098
	Iteration 0F: 3 clusters Score -1030258 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1032611.375000 Penalty: 4554.600098
	Iteration 1F: 3 clusters Score -1032611 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1033054.187500 Penalty: 4554.600098
	Iteration 2F: 3 clusters Score -1033054 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1033340.875000 Penalty: 4554.600098
	Iteration 3F: 3 clusters Score -1033341 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1033576.000000 Penalty: 4554.600098
	Iteration 4Q: 3 clusters Score -1033576 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1033807.000000 Penalty: 4554.600098
	Iteration 5Q: 3 clusters Score -1033807 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1034054.312500 Penalty: 4554.600098
	Iteration 6Q: 3 clusters Score -1034054 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1034354.062500 Penalty: 4554.600098
	Iteration 7Q: 3 clusters Score -1034354 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1034686.000000 Penalty: 4554.600098
	Iteration 8Q: 3 clusters Score -1034686 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1035100.687500 Penalty: 4554.600098
	Iteration 9F: 3 clusters Score -1035101 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1035497.375000 Penalty: 4554.600098
	Iteration 10F: 3 clusters Score -1035497 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1035882.562500 Penalty: 4554.600098
	Iteration 11Q: 3 clusters Score -1035883 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1036248.187500 Penalty: 4554.600098
	Iteration 12Q: 3 clusters Score -1036248 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1036518.062500 Penalty: 4554.600098
	Iteration 13Q: 3 clusters Score -1036518 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1036683.187500 Penalty: 4554.600098
	Iteration 14Q: 3 clusters Score -1036683 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1036796.187500 Penalty: 4554.600098
	Iteration 15Q: 3 clusters Score -1036796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1036865.312500 Penalty: 4554.600098
	Iteration 16Q: 3 clusters Score -1036865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1036901.625000 Penalty: 4554.600098
	Iteration 17Q: 3 clusters Score -1036902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1036927.875000 Penalty: 4554.600098
	Iteration 18Q: 3 clusters Score -1036928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1036942.312500 Penalty: 4554.600098
	Iteration 19Q: 3 clusters Score -1036942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1036949.875000 Penalty: 4554.600098
	Iteration 20F: 3 clusters Score -1036950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1036958.375000 Penalty: 4554.600098
	Iteration 21Q: 3 clusters Score -1036958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1036958.312500 Penalty: 4554.600098
	Iteration 22Q: 3 clusters Score -1036958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1036961.875000 Penalty: 4554.600098
	Iteration 23Q: 3 clusters Score -1036962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1036967.312500 Penalty: 4554.600098
	Iteration 24Q: 3 clusters Score -1036967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1036968.562500 Penalty: 4554.600098
	Iteration 25Q: 3 clusters Score -1036969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1036969.937500 Penalty: 4554.600098
	Iteration 26Q: 3 clusters Score -1036970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1036974.125000 Penalty: 4554.600098
	Iteration 27Q: 3 clusters Score -1036974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1036973.812500 Penalty: 4554.600098
	Iteration 28Q: 3 clusters Score -1036974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1036972.937500 Penalty: 4554.600098
	Iteration 29Q: 3 clusters Score -1036973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1036973.000000 Penalty: 4554.600098
	Iteration 30Q: 3 clusters Score -1036973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1036971.875000 Penalty: 4554.600098
	Iteration 31Q: 3 clusters Score -1036972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1036971.687500 Penalty: 4554.600098
	Iteration 32Q: 3 clusters Score -1036972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1036972.562500 Penalty: 4554.600098
	Iteration 33Q: 3 clusters Score -1036973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1036972.687500 Penalty: 4554.600098
	Iteration 34Q: 3 clusters Score -1036973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1036974.062500 Penalty: 4554.600098
	Iteration 35Q: 3 clusters Score -1036974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1036974.062500 Penalty: 4554.600098
	Iteration 36F: 3 clusters Score -1036974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Entering Unmasked Estep 
Score: -1310525.250000 Penalty: 2333.479492
	Iteration 0F: 2 clusters Score -1310525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1301607.375000 Penalty: 4666.958984
	Iteration 0F: 3 clusters Score -1301607 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1304248.750000 Penalty: 4666.958984
	Iteration 1F: 3 clusters Score -1304249 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1304607.500000 Penalty: 4666.958984
	Iteration 2F: 3 clusters Score -1304608 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1304890.375000 Penalty: 4666.958984
	Iteration 3F: 3 clusters Score -1304890 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1305169.000000 Penalty: 4666.958984
	Iteration 4Q: 3 clusters Score -1305169 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1305410.375000 Penalty: 4666.958984
	Iteration 5Q: 3 clusters Score -1305410 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1305677.125000 Penalty: 4666.958984
	Iteration 6Q: 3 clusters Score -1305677 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1305970.625000 Penalty: 4666.958984
	Iteration 7Q: 3 clusters Score -1305971 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1306295.000000 Penalty: 4666.958984
	Iteration 8Q: 3 clusters Score -1306295 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1306619.125000 Penalty: 4666.958984
	Iteration 9Q: 3 clusters Score -1306619 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1306916.250000 Penalty: 4666.958984
	Iteration 10Q: 3 clusters Score -1306916 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1307182.375000 Penalty: 4666.958984
	Iteration 11Q: 3 clusters Score -1307182 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1307441.125000 Penalty: 4666.958984
	Iteration 12Q: 3 clusters Score -1307441 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1307645.500000 Penalty: 4666.958984
	Iteration 13Q: 3 clusters Score -1307646 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1307783.000000 Penalty: 4666.958984
	Iteration 14Q: 3 clusters Score -1307783 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1307913.625000 Penalty: 4666.958984
	Iteration 15Q: 3 clusters Score -1307914 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1308010.125000 Penalty: 4666.958984
	Iteration 16Q: 3 clusters Score -1308010 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1308110.000000 Penalty: 4666.958984
	Iteration 17Q: 3 clusters Score -1308110 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1308215.875000 Penalty: 4666.958984
	Iteration 18Q: 3 clusters Score -1308216 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1308328.000000 Penalty: 4666.958984
	Iteration 19Q: 3 clusters Score -1308328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1308419.375000 Penalty: 4666.958984
	Iteration 20F: 3 clusters Score -1308419 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1308549.000000 Penalty: 4666.958984
	Iteration 21Q: 3 clusters Score -1308549 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1308667.625000 Penalty: 4666.958984
	Iteration 22Q: 3 clusters Score -1308668 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1308771.250000 Penalty: 4666.958984
	Iteration 23Q: 3 clusters Score -1308771 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1308846.500000 Penalty: 4666.958984
	Iteration 24Q: 3 clusters Score -1308846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1308900.750000 Penalty: 4666.958984
	Iteration 25Q: 3 clusters Score -1308901 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1308945.000000 Penalty: 4666.958984
	Iteration 26Q: 3 clusters Score -1308945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1308966.625000 Penalty: 4666.958984
	Iteration 27Q: 3 clusters Score -1308967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1308981.875000 Penalty: 4666.958984
	Iteration 28Q: 3 clusters Score -1308982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1309000.250000 Penalty: 4666.958984
	Iteration 29Q: 3 clusters Score -1309000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1309010.125000 Penalty: 4666.958984
	Iteration 30Q: 3 clusters Score -1309010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1309025.375000 Penalty: 4666.958984
	Iteration 31Q: 3 clusters Score -1309025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1309036.750000 Penalty: 4666.958984
	Iteration 32Q: 3 clusters Score -1309037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1309042.125000 Penalty: 4666.958984
	Iteration 33Q: 3 clusters Score -1309042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1309047.500000 Penalty: 4666.958984
	Iteration 34Q: 3 clusters Score -1309048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1309051.625000 Penalty: 4666.958984
	Iteration 35Q: 3 clusters Score -1309052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1309049.625000 Penalty: 4666.958984
	Iteration 36Q: 3 clusters Score -1309050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1309053.625000 Penalty: 4666.958984
	Iteration 37Q: 3 clusters Score -1309054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1309055.250000 Penalty: 4666.958984
	Iteration 38Q: 3 clusters Score -1309055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1309056.125000 Penalty: 4666.958984
	Iteration 39Q: 3 clusters Score -1309056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1309056.125000 Penalty: 4666.958984
	Iteration 40F: 3 clusters Score -1309056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -801567.125000 Penalty: 2204.206299
	Iteration 0F: 2 clusters Score -801567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -795619.250000 Penalty: 4408.412598
	Iteration 0F: 3 clusters Score -795619.2 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -797244.000000 Penalty: 4408.412598
	Iteration 1F: 3 clusters Score -797244 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -797627.250000 Penalty: 4408.412598
	Iteration 2F: 3 clusters Score -797627.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -797962.937500 Penalty: 4408.412598
	Iteration 3F: 3 clusters Score -797962.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -798261.375000 Penalty: 4408.412598
	Iteration 4F: 3 clusters Score -798261.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -798557.562500 Penalty: 4408.412598
	Iteration 5Q: 3 clusters Score -798557.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -798853.500000 Penalty: 4408.412598
	Iteration 6Q: 3 clusters Score -798853.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -799149.937500 Penalty: 4408.412598
	Iteration 7Q: 3 clusters Score -799149.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -799410.750000 Penalty: 4408.412598
	Iteration 8Q: 3 clusters Score -799410.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -799672.500000 Penalty: 4408.412598
	Iteration 9Q: 3 clusters Score -799672.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -799891.500000 Penalty: 4408.412598
	Iteration 10Q: 3 clusters Score -799891.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -800052.250000 Penalty: 4408.412598
	Iteration 11Q: 3 clusters Score -800052.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -800179.250000 Penalty: 4408.412598
	Iteration 12Q: 3 clusters Score -800179.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -800268.500000 Penalty: 4408.412598
	Iteration 13Q: 3 clusters Score -800268.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -800341.562500 Penalty: 4408.412598
	Iteration 14Q: 3 clusters Score -800341.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -800395.125000 Penalty: 4408.412598
	Iteration 15Q: 3 clusters Score -800395.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -800428.437500 Penalty: 4408.412598
	Iteration 16Q: 3 clusters Score -800428.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -800454.062500 Penalty: 4408.412598
	Iteration 17Q: 3 clusters Score -800454.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -800480.062500 Penalty: 4408.412598
	Iteration 18Q: 3 clusters Score -800480.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -800501.187500 Penalty: 4408.412598
	Iteration 19Q: 3 clusters Score -800501.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -800517.562500 Penalty: 4408.412598
	Iteration 20F: 3 clusters Score -800517.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -800532.375000 Penalty: 4408.412598
	Iteration 21Q: 3 clusters Score -800532.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -800552.062500 Penalty: 4408.412598
	Iteration 22Q: 3 clusters Score -800552.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -800577.750000 Penalty: 4408.412598
	Iteration 23Q: 3 clusters Score -800577.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -800606.812500 Penalty: 4408.412598
	Iteration 24Q: 3 clusters Score -800606.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -800635.562500 Penalty: 4408.412598
	Iteration 25Q: 3 clusters Score -800635.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -800653.687500 Penalty: 4408.412598
	Iteration 26Q: 3 clusters Score -800653.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -800671.562500 Penalty: 4408.412598
	Iteration 27Q: 3 clusters Score -800671.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -800678.437500 Penalty: 4408.412598
	Iteration 28Q: 3 clusters Score -800678.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -800686.750000 Penalty: 4408.412598
	Iteration 29Q: 3 clusters Score -800686.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -800694.500000 Penalty: 4408.412598
	Iteration 30Q: 3 clusters Score -800694.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -800704.750000 Penalty: 4408.412598
	Iteration 31Q: 3 clusters Score -800704.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -800710.187500 Penalty: 4408.412598
	Iteration 32Q: 3 clusters Score -800710.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -800717.875000 Penalty: 4408.412598
	Iteration 33Q: 3 clusters Score -800717.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -800723.062500 Penalty: 4408.412598
	Iteration 34Q: 3 clusters Score -800723.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -800730.437500 Penalty: 4408.412598
	Iteration 35Q: 3 clusters Score -800730.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -800739.687500 Penalty: 4408.412598
	Iteration 36Q: 3 clusters Score -800739.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -800747.812500 Penalty: 4408.412598
	Iteration 37Q: 3 clusters Score -800747.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -800750.812500 Penalty: 4408.412598
	Iteration 38Q: 3 clusters Score -800750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -800757.000000 Penalty: 4408.412598
	Iteration 39Q: 3 clusters Score -800757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -800760.625000 Penalty: 4408.412598
	Iteration 40F: 3 clusters Score -800760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -800763.125000 Penalty: 4408.412598
	Iteration 41Q: 3 clusters Score -800763.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -800767.750000 Penalty: 4408.412598
	Iteration 42Q: 3 clusters Score -800767.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -800772.312500 Penalty: 4408.412598
	Iteration 43Q: 3 clusters Score -800772.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -800774.812500 Penalty: 4408.412598
	Iteration 44Q: 3 clusters Score -800774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -800779.125000 Penalty: 4408.412598
	Iteration 45Q: 3 clusters Score -800779.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -800780.187500 Penalty: 4408.412598
	Iteration 46Q: 3 clusters Score -800780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -800781.500000 Penalty: 4408.412598
	Iteration 47Q: 3 clusters Score -800781.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -800785.312500 Penalty: 4408.412598
	Iteration 48Q: 3 clusters Score -800785.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -800784.437500 Penalty: 4408.412598
	Iteration 49Q: 3 clusters Score -800784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -800785.437500 Penalty: 4408.412598
	Iteration 50Q: 3 clusters Score -800785.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -800786.375000 Penalty: 4408.412598
	Iteration 51Q: 3 clusters Score -800786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -800788.687500 Penalty: 4408.412598
	Iteration 52Q: 3 clusters Score -800788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -800788.875000 Penalty: 4408.412598
	Iteration 53Q: 3 clusters Score -800788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -800788.750000 Penalty: 4408.412598
	Iteration 54Q: 3 clusters Score -800788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -800789.187500 Penalty: 4408.412598
	Iteration 55Q: 3 clusters Score -800789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -800790.875000 Penalty: 4408.412598
	Iteration 56Q: 3 clusters Score -800790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -800789.687500 Penalty: 4408.412598
	Iteration 57Q: 3 clusters Score -800789.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -800792.125000 Penalty: 4408.412598
	Iteration 58Q: 3 clusters Score -800792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -800793.625000 Penalty: 4408.412598
	Iteration 59Q: 3 clusters Score -800793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -800793.687500 Penalty: 4408.412598
	Iteration 60F: 3 clusters Score -800793.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -81568.437500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -81568.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79783.890625 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -79783.89 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80059.867188 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -80059.87 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80195.015625 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -80195.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80282.187500 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -80282.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80344.656250 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -80344.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80417.593750 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -80417.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80466.953125 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -80466.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80497.546875 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -80497.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80515.992188 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -80515.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80534.906250 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -80534.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80555.250000 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -80555.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80562.757812 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -80562.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80565.289062 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -80565.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80569.414062 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -80569.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80571.343750 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -80571.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80572.679688 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -80572.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80572.679688 Penalty: 3332.630615
	Iteration 16F: 3 clusters Score -80572.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Entering Unmasked Estep 
Score: -280255.312500 Penalty: 1989.759766
	Iteration 0F: 2 clusters Score -280255.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -276980.718750 Penalty: 3979.519531
	Iteration 0F: 3 clusters Score -276980.7 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -278008.187500 Penalty: 3979.519531
	Iteration 1F: 3 clusters Score -278008.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -278632.500000 Penalty: 3979.519531
	Iteration 2F: 3 clusters Score -278632.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -279065.156250 Penalty: 3979.519531
	Iteration 3F: 3 clusters Score -279065.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -279244.062500 Penalty: 3979.519531
	Iteration 4F: 3 clusters Score -279244.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -279347.093750 Penalty: 3979.519531
	Iteration 5Q: 3 clusters Score -279347.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -279423.218750 Penalty: 3979.519531
	Iteration 6Q: 3 clusters Score -279423.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -279476.843750 Penalty: 3979.519531
	Iteration 7Q: 3 clusters Score -279476.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -279518.250000 Penalty: 3979.519531
	Iteration 8Q: 3 clusters Score -279518.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -279556.031250 Penalty: 3979.519531
	Iteration 9Q: 3 clusters Score -279556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -279581.250000 Penalty: 3979.519531
	Iteration 10Q: 3 clusters Score -279581.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -279596.562500 Penalty: 3979.519531
	Iteration 11Q: 3 clusters Score -279596.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -279604.625000 Penalty: 3979.519531
	Iteration 12Q: 3 clusters Score -279604.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -279611.156250 Penalty: 3979.519531
	Iteration 13Q: 3 clusters Score -279611.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -279616.937500 Penalty: 3979.519531
	Iteration 14Q: 3 clusters Score -279616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -279618.625000 Penalty: 3979.519531
	Iteration 15Q: 3 clusters Score -279618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -279620.343750 Penalty: 3979.519531
	Iteration 16Q: 3 clusters Score -279620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -279620.406250 Penalty: 3979.519531
	Iteration 17Q: 3 clusters Score -279620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -279620.406250 Penalty: 3979.519531
	Iteration 18F: 3 clusters Score -279620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -851847.500000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -851847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -845285.250000 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -845285.2 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -847422.125000 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -847422.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -848195.500000 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -848195.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -849018.125000 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -849018.1 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -849760.750000 Penalty: 4469.957520
	Iteration 4F: 3 clusters Score -849760.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -850363.187500 Penalty: 4469.957520
	Iteration 5F: 3 clusters Score -850363.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -850827.187500 Penalty: 4469.957520
	Iteration 6F: 3 clusters Score -850827.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -851128.062500 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -851128.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -851303.437500 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -851303.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -851423.687500 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -851423.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -851503.000000 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -851503 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -851550.250000 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -851550.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -851577.625000 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -851577.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -851596.375000 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -851596.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -851603.250000 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -851603.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -851605.500000 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -851605.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -851609.375000 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -851609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -851614.875000 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -851614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -851618.937500 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -851618.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -851619.500000 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -851619.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -851619.187500 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -851619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -851621.250000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -851621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -851622.062500 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -851622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -851622.062500 Penalty: 4469.957520
	Iteration 23F: 3 clusters Score -851622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -33001.730469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -33001.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31704.457031 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -31704.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31865.091797 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -31865.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31888.568359 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -31888.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31897.296875 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -31897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31899.982422 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -31899.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31902.271484 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -31902.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31907.873047 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -31907.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31907.873047 Penalty: 2850.116943
	Iteration 7F: 3 clusters Score -31907.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Entering Unmasked Estep 
Score: -949866.500000 Penalty: 2258.337891
	Iteration 0F: 2 clusters Score -949866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -942812.062500 Penalty: 4516.675781
	Iteration 0F: 3 clusters Score -942812.1 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -944757.687500 Penalty: 4516.675781
	Iteration 1F: 3 clusters Score -944757.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -945060.437500 Penalty: 4516.675781
	Iteration 2F: 3 clusters Score -945060.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -945307.437500 Penalty: 4516.675781
	Iteration 3F: 3 clusters Score -945307.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -945554.375000 Penalty: 4516.675781
	Iteration 4Q: 3 clusters Score -945554.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -945759.500000 Penalty: 4516.675781
	Iteration 5Q: 3 clusters Score -945759.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -945928.875000 Penalty: 4516.675781
	Iteration 6Q: 3 clusters Score -945928.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -946071.875000 Penalty: 4516.675781
	Iteration 7Q: 3 clusters Score -946071.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -946200.937500 Penalty: 4516.675781
	Iteration 8Q: 3 clusters Score -946200.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -946336.250000 Penalty: 4516.675781
	Iteration 9Q: 3 clusters Score -946336.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -946470.750000 Penalty: 4516.675781
	Iteration 10Q: 3 clusters Score -946470.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -946604.687500 Penalty: 4516.675781
	Iteration 11Q: 3 clusters Score -946604.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -946747.437500 Penalty: 4516.675781
	Iteration 12Q: 3 clusters Score -946747.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -946929.750000 Penalty: 4516.675781
	Iteration 13Q: 3 clusters Score -946929.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -947124.562500 Penalty: 4516.675781
	Iteration 14Q: 3 clusters Score -947124.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -947340.562500 Penalty: 4516.675781
	Iteration 15Q: 3 clusters Score -947340.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -947590.687500 Penalty: 4516.675781
	Iteration 16Q: 3 clusters Score -947590.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -947883.812500 Penalty: 4516.675781
	Iteration 17Q: 3 clusters Score -947883.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -948137.750000 Penalty: 4516.675781
	Iteration 18Q: 3 clusters Score -948137.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -948444.937500 Penalty: 4516.675781
	Iteration 19Q: 3 clusters Score -948444.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -948794.000000 Penalty: 4516.675781
	Iteration 20F: 3 clusters Score -948794 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -949126.000000 Penalty: 4516.675781
	Iteration 21Q: 3 clusters Score -949126 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -949432.500000 Penalty: 4516.675781
	Iteration 22Q: 3 clusters Score -949432.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -949660.750000 Penalty: 4516.675781
	Iteration 23Q: 3 clusters Score -949660.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -949880.625000 Penalty: 4516.675781
	Iteration 24Q: 3 clusters Score -949880.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -950072.000000 Penalty: 4516.675781
	Iteration 25Q: 3 clusters Score -950072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -950151.062500 Penalty: 4516.675781
	Iteration 26Q: 3 clusters Score -950151.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -950188.500000 Penalty: 4516.675781
	Iteration 27Q: 3 clusters Score -950188.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -950210.250000 Penalty: 4516.675781
	Iteration 28Q: 3 clusters Score -950210.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -950226.562500 Penalty: 4516.675781
	Iteration 29Q: 3 clusters Score -950226.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -950230.937500 Penalty: 4516.675781
	Iteration 30Q: 3 clusters Score -950230.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -950232.687500 Penalty: 4516.675781
	Iteration 31Q: 3 clusters Score -950232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -950235.250000 Penalty: 4516.675781
	Iteration 32Q: 3 clusters Score -950235.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -950235.062500 Penalty: 4516.675781
	Iteration 33Q: 3 clusters Score -950235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -950233.687500 Penalty: 4516.675781
	Iteration 34Q: 3 clusters Score -950233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -950233.250000 Penalty: 4516.675781
	Iteration 35Q: 3 clusters Score -950233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -950265.187500 Penalty: 4516.675781
	Iteration 36F: 3 clusters Score -950265.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -950334.062500 Penalty: 4516.675781
	Iteration 37Q: 3 clusters Score -950334.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -950402.562500 Penalty: 4516.675781
	Iteration 38Q: 3 clusters Score -950402.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -950426.687500 Penalty: 4516.675781
	Iteration 39Q: 3 clusters Score -950426.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -950431.062500 Penalty: 4516.675781
	Iteration 40F: 3 clusters Score -950431.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -950432.687500 Penalty: 4516.675781
	Iteration 41Q: 3 clusters Score -950432.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -950435.437500 Penalty: 4516.675781
	Iteration 42Q: 3 clusters Score -950435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -950438.375000 Penalty: 4516.675781
	Iteration 43Q: 3 clusters Score -950438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -950437.000000 Penalty: 4516.675781
	Iteration 44Q: 3 clusters Score -950437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -950438.937500 Penalty: 4516.675781
	Iteration 45Q: 3 clusters Score -950438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -950436.937500 Penalty: 4516.675781
	Iteration 46Q: 3 clusters Score -950436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -950439.937500 Penalty: 4516.675781
	Iteration 47Q: 3 clusters Score -950439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -950439.187500 Penalty: 4516.675781
	Iteration 48Q: 3 clusters Score -950439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -950441.687500 Penalty: 4516.675781
	Iteration 49Q: 3 clusters Score -950441.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -950441.687500 Penalty: 4516.675781
	Iteration 50F: 3 clusters Score -950441.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27184 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 140535 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 108856 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 210333 members 
Mstep: Class 16 contains 23894 members 
Mstep: Class 17 contains 37098 members 
Mstep: Class 18 contains 36473 members 
Mstep: Class 19 contains 128110 members 
Mstep: Class 20 contains 21557 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9871 members 
Mstep: Class 23 contains 6901 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 8129 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 12336 members 
Mstep: Class 32 contains 15101 members 
Mstep: Class 33 contains 9468 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 12200 members 
Mstep: Class 37 contains 7244 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 3051 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 313 members 
Mstep: Class 42 contains 4789 members 
Mstep: Class 43 contains 7068 members 
Mstep: Class 44 contains 53112 members 
Mstep: Class 45 contains 16714 members 
Mstep: Class 46 contains 44369 members 
Mstep: Class 47 contains 13572 members 
Mstep: Class 48 contains 11090 members 
Mstep: Class 49 contains 3644 members 
Mstep: Class 50 contains 6951 members 
Mstep: Class 51 contains 3730 members 
Mstep: Class 52 contains 3839 members 
Mstep: Class 53 contains 24595 members 
Mstep: Class 54 contains 7644 members 
Mstep: Class 55 contains 22529 members 
Mstep: Class 56 contains 21181 members 
Mstep: Class 57 contains 1226 members 
Mstep: Class 58 contains 6241 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 4601 members 
Mstep: Class 61 contains 1090 members 
Mstep: Class 62 contains 4926 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 905 members 
Mstep: Class 65 contains 27811 members 
Mstep: Class 66 contains 4222 members 
Entering Unmasked Estep 
Score: -139301552.000000 Penalty: 230321.296875
Splitting cluster 42 changes total score from -139302336.000000 to -139301552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (7068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Entering Unmasked Estep 
Score: -748361.562500 Penalty: 2198.106445
	Iteration 0F: 2 clusters Score -748361.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -742565.750000 Penalty: 4396.212891
	Iteration 0F: 3 clusters Score -742565.8 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -744246.750000 Penalty: 4396.212891
	Iteration 1F: 3 clusters Score -744246.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -744796.312500 Penalty: 4396.212891
	Iteration 2F: 3 clusters Score -744796.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -745379.062500 Penalty: 4396.212891
	Iteration 3F: 3 clusters Score -745379.1 nChanged 538
Entering Unmaske